Unsupervised Learning : Estimating Outlier Scores Using Isolation Forest-Based Anomaly Detection Algorithms
John Pauline Pineda
February 11, 2023
1. Table of Contents
This project explores different isolation forest-based anomaly detection algorithms for estimating outlier scores using various helpful packages in R. Methods applied in the analysis to identify abnormal points with patterns significantly deviating away from the remaining data included the Isolation Forest, Extended Isolation Forest, Isolation Forest with Split Selection Criterion, Fair-Cut Forest, Density Isolation Forest and Boxed Isolation Forest algorithms. Using an independent label indicating the valid and outlying points from the data, the different anomaly-detection algorithms were evaluated based on their capability to effectively discriminate both data categories using the receiver operating characteristic (ROC) curve area under the curve (AUC) metric. All results were consolidated in a Summary presented at the end of the document.
Outlier detection is a form of unsupervised anomaly detection method aimed at detecting abnormal or unusual observations in a multidimensional domain. The algorithms applied in this study (mostly contained in the isotree package) attempt to identify local outliers by recursively splitting subsamples of the data according to some feature(s) at random and averaging a decision function based on isolation depth (number of splits required to isolate the samples), while assuming that these deviant points produce noticeably shorter paths from the random partitioning process.
1.1 Sample Data
The Satellite dataset from the isotree and mlbench packages was used for this illustrated example.
Preliminary dataset assessment:
[A] 6435 rows (observations)
[B] 37 columns (variables)
[B.1] 1/37 label = Status variable (factor)
[B.1.1] Category 1 = Status=Outlier
[B.1.2] Category 2 = Status=Valid
[B.2] 36/37 descriptors = 36/36 (numeric)
Code Chunk | Output
##################################
# Loading R libraries
##################################
library(AppliedPredictiveModeling)
library(caret)
library(rpart)
library(lattice)
library(dplyr)
library(tidyr)
library(moments)
library(skimr)
library(RANN)
library(pls)
library(corrplot)
library(tidyverse)
library(lares)
library(DMwR2)
library(gridExtra)
library(rattle)
library(RColorBrewer)
library(stats)
library(Hmisc)
library(isotree)
library(mlbench)
library(MLmetrics)
##################################
# Loading source and
# formulating the train set
##################################
data(Satellite)
Satellite <- as.data.frame(Satellite)
Satellite_Reference <- Satellite
##################################
# Creating outlier labels
##################################
Satellite_Outlier_Label <- Satellite$classes %in% c("damp grey soil",
"cotton crop",
"vegetation stubble")
##################################
# Formulating an unlabeled dataset
##################################
Satellite <- Satellite[, names(Satellite)[names(Satellite) != "classes"]]
Satellite$Status <- ifelse(Satellite_Outlier_Label==TRUE,
"Outlier",
"Valid")
Satellite$Status <- as.factor(Satellite$Status)
Satellite$Status <- factor(Satellite$Status,
levels = c("Valid",
"Outlier"))
##################################
# Performing a general exploration of the data set
##################################
dim(Satellite)## [1] 6435 37str(Satellite)## 'data.frame': 6435 obs. of 37 variables:
## $ x.1 : num 92 84 84 80 84 80 76 76 76 76 ...
## $ x.2 : num 115 102 102 102 94 94 102 102 89 94 ...
## $ x.3 : num 120 106 102 102 102 98 106 106 98 98 ...
## $ x.4 : num 94 79 83 79 79 76 83 87 76 76 ...
## $ x.5 : num 84 84 80 84 80 80 76 80 76 76 ...
## $ x.6 : num 102 102 102 94 94 102 102 98 94 98 ...
## $ x.7 : num 106 102 102 102 98 102 106 106 98 102 ...
## $ x.8 : num 79 83 79 79 76 79 87 79 76 72 ...
## $ x.9 : num 84 80 84 80 80 76 80 76 76 76 ...
## $ x.10 : num 102 102 94 94 102 102 98 94 98 94 ...
## $ x.11 : num 102 102 102 98 102 102 106 102 102 90 ...
## $ x.12 : num 83 79 79 76 79 79 79 76 72 76 ...
## $ x.13 : num 101 92 84 84 84 76 80 80 80 76 ...
## $ x.14 : num 126 112 103 99 99 99 107 112 95 91 ...
## $ x.15 : num 133 118 104 104 104 104 118 118 104 104 ...
## $ x.16 : num 103 85 81 78 81 81 88 88 74 74 ...
## $ x.17 : num 92 84 84 84 76 76 80 80 76 76 ...
## $ x.18 : num 112 103 99 99 99 99 112 107 91 95 ...
## $ x.19 : num 118 104 104 104 104 108 118 113 104 100 ...
## $ x.20 : num 85 81 78 81 81 85 88 85 74 78 ...
## $ x.21 : num 84 84 84 76 76 76 80 80 76 76 ...
## $ x.22 : num 103 99 99 99 99 103 107 95 95 91 ...
## $ x.23 : num 104 104 104 104 108 118 113 100 100 100 ...
## $ x.24 : num 81 78 81 81 85 88 85 78 78 74 ...
## $ x.25 : num 102 88 84 84 84 84 79 79 75 75 ...
## $ x.26 : num 126 121 107 99 99 103 107 103 91 91 ...
## $ x.27 : num 134 128 113 104 104 104 113 104 96 96 ...
## $ x.28 : num 104 100 87 79 79 79 87 83 75 71 ...
## $ x.29 : num 88 84 84 84 84 79 79 79 75 79 ...
## $ x.30 : num 121 107 99 99 103 107 103 103 91 87 ...
## $ x.31 : num 128 113 104 104 104 109 104 104 96 93 ...
## $ x.32 : num 100 87 79 79 79 87 83 79 71 71 ...
## $ x.33 : num 84 84 84 84 79 79 79 79 79 79 ...
## $ x.34 : num 107 99 99 103 107 107 103 95 87 87 ...
## $ x.35 : num 113 104 104 104 109 109 104 100 93 93 ...
## $ x.36 : num 87 79 79 79 87 87 79 79 71 67 ...
## $ Status: Factor w/ 2 levels "Valid","Outlier": 1 1 1 1 1 1 1 1 2 2 ...summary(Satellite)## x.1 x.2 x.3 x.4
## Min. : 39.0 Min. : 27.00 Min. : 53.00 Min. : 33.00
## 1st Qu.: 60.0 1st Qu.: 71.00 1st Qu.: 85.00 1st Qu.: 69.00
## Median : 68.0 Median : 87.00 Median :101.00 Median : 81.00
## Mean : 69.4 Mean : 83.59 Mean : 99.29 Mean : 82.59
## 3rd Qu.: 80.0 3rd Qu.:103.00 3rd Qu.:113.00 3rd Qu.: 92.00
## Max. :104.0 Max. :137.00 Max. :140.00 Max. :154.00
## x.5 x.6 x.7 x.8
## Min. : 39.00 Min. : 27.00 Min. : 50.00 Min. : 29.0
## 1st Qu.: 60.00 1st Qu.: 71.00 1st Qu.: 85.00 1st Qu.: 69.0
## Median : 68.00 Median : 85.00 Median :101.00 Median : 81.0
## Mean : 69.15 Mean : 83.24 Mean : 99.11 Mean : 82.5
## 3rd Qu.: 80.00 3rd Qu.:103.00 3rd Qu.:113.00 3rd Qu.: 92.0
## Max. :104.00 Max. :137.00 Max. :145.00 Max. :157.0
## x.9 x.10 x.11 x.12
## Min. : 40.00 Min. : 27.00 Min. : 50.00 Min. : 29.00
## 1st Qu.: 60.00 1st Qu.: 71.00 1st Qu.: 85.00 1st Qu.: 68.00
## Median : 67.00 Median : 85.00 Median :100.00 Median : 81.00
## Mean : 68.91 Mean : 82.89 Mean : 98.85 Mean : 82.39
## 3rd Qu.: 79.00 3rd Qu.:102.00 3rd Qu.:113.00 3rd Qu.: 92.00
## Max. :104.00 Max. :130.00 Max. :145.00 Max. :157.00
## x.13 x.14 x.15 x.16
## Min. : 39.00 Min. : 27.00 Min. : 50.00 Min. : 29.00
## 1st Qu.: 60.00 1st Qu.: 71.00 1st Qu.: 85.00 1st Qu.: 69.00
## Median : 68.00 Median : 85.00 Median :101.00 Median : 81.00
## Mean : 69.29 Mean : 83.48 Mean : 99.31 Mean : 82.64
## 3rd Qu.: 80.00 3rd Qu.:103.00 3rd Qu.:113.00 3rd Qu.: 92.00
## Max. :104.00 Max. :137.00 Max. :145.00 Max. :154.00
## x.17 x.18 x.19 x.20
## Min. : 40.00 Min. : 27.00 Min. : 50.00 Min. : 29.0
## 1st Qu.: 60.00 1st Qu.: 71.00 1st Qu.: 85.00 1st Qu.: 69.0
## Median : 68.00 Median : 85.00 Median :100.00 Median : 81.0
## Mean : 69.05 Mean : 83.17 Mean : 99.15 Mean : 82.6
## 3rd Qu.: 79.00 3rd Qu.:103.00 3rd Qu.:113.00 3rd Qu.: 92.0
## Max. :104.00 Max. :130.00 Max. :145.00 Max. :157.0
## x.21 x.22 x.23 x.24
## Min. : 39.00 Min. : 27.00 Min. : 50.00 Min. : 29.00
## 1st Qu.: 60.00 1st Qu.: 71.00 1st Qu.: 85.00 1st Qu.: 68.00
## Median : 67.00 Median : 84.00 Median :100.00 Median : 81.00
## Mean : 68.84 Mean : 82.86 Mean : 98.95 Mean : 82.47
## 3rd Qu.: 79.00 3rd Qu.:103.00 3rd Qu.:113.00 3rd Qu.: 92.00
## Max. :104.00 Max. :130.00 Max. :145.00 Max. :157.00
## x.25 x.26 x.27 x.28
## Min. : 39.00 Min. : 27.00 Min. : 50.00 Min. : 29.00
## 1st Qu.: 60.00 1st Qu.: 71.00 1st Qu.: 85.00 1st Qu.: 69.00
## Median : 68.00 Median : 85.00 Median :100.00 Median : 81.00
## Mean : 69.16 Mean : 83.37 Mean : 99.21 Mean : 82.66
## 3rd Qu.: 79.00 3rd Qu.:103.00 3rd Qu.:113.00 3rd Qu.: 92.00
## Max. :104.00 Max. :131.00 Max. :140.00 Max. :154.00
## x.29 x.30 x.31 x.32
## Min. : 39.00 Min. : 27.00 Min. : 50.00 Min. : 29.00
## 1st Qu.: 60.00 1st Qu.: 71.00 1st Qu.: 85.00 1st Qu.: 69.00
## Median : 68.00 Median : 85.00 Median :100.00 Median : 81.00
## Mean : 68.94 Mean : 83.15 Mean : 99.11 Mean : 82.62
## 3rd Qu.: 79.00 3rd Qu.:103.00 3rd Qu.:113.00 3rd Qu.: 92.00
## Max. :104.00 Max. :130.00 Max. :145.00 Max. :157.00
## x.33 x.34 x.35 x.36
## Min. : 39.00 Min. : 27.00 Min. : 50.00 Min. : 29.00
## 1st Qu.: 60.00 1st Qu.: 71.00 1st Qu.: 85.00 1st Qu.: 68.00
## Median : 67.00 Median : 84.00 Median :100.00 Median : 81.00
## Mean : 68.73 Mean : 82.86 Mean : 98.93 Mean : 82.51
## 3rd Qu.: 79.00 3rd Qu.:103.00 3rd Qu.:113.00 3rd Qu.: 92.00
## Max. :104.00 Max. :130.00 Max. :145.00 Max. :157.00
## Status
## Valid :4399
## Outlier:2036
##
##
##
## describe(Satellite)## Satellite
##
## 37 Variables 6435 Observations
## --------------------------------------------------------------------------------
## x.1
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 51 0.998 69.4 15.54 46 50
## .25 .50 .75 .90 .95
## 60 68 80 88 92
##
## lowest : 39 40 41 42 43, highest: 97 99 101 102 104
## --------------------------------------------------------------------------------
## x.2
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 84 0.999 83.59 25.58 34 51
## .25 .50 .75 .90 .95
## 71 87 103 111 112
##
## lowest : 27 28 29 30 31, highest: 128 130 131 132 137
## --------------------------------------------------------------------------------
## x.3
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 76 0.999 99.29 19.1 73 75
## .25 .50 .75 .90 .95
## 85 101 113 120 124
##
## lowest : 53 55 56 57 58, highest: 135 136 138 139 140
## --------------------------------------------------------------------------------
## x.4
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 102 0.999 82.59 20.49 57 59
## .25 .50 .75 .90 .95
## 69 81 92 101 125
##
## lowest : 33 34 37 38 39, highest: 146 147 150 151 154
## --------------------------------------------------------------------------------
## x.5
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 51 0.998 69.15 15.48 46 50
## .25 .50 .75 .90 .95
## 60 68 80 88 92
##
## lowest : 39 40 41 42 43, highest: 97 99 101 102 104
## --------------------------------------------------------------------------------
## x.6
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 82 0.999 83.24 25.62 34 49
## .25 .50 .75 .90 .95
## 71 85 103 111 112
##
## lowest : 27 28 29 30 31, highest: 126 127 128 130 137
## --------------------------------------------------------------------------------
## x.7
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 76 0.999 99.11 19.13 72 75
## .25 .50 .75 .90 .95
## 85 101 113 120 124
##
## lowest : 50 53 55 56 58, highest: 135 136 138 139 145
## --------------------------------------------------------------------------------
## x.8
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 103 0.999 82.5 20.54 57 59
## .25 .50 .75 .90 .95
## 69 81 92 101 125
##
## lowest : 29 33 34 38 39, highest: 147 150 151 154 157
## --------------------------------------------------------------------------------
## x.9
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 50 0.998 68.91 15.37 46 50
## .25 .50 .75 .90 .95
## 60 67 79 88 92
##
## lowest : 40 41 42 43 44, highest: 97 99 101 102 104
## --------------------------------------------------------------------------------
## x.10
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 81 0.999 82.89 25.61 34 49
## .25 .50 .75 .90 .95
## 71 85 102 111 112
##
## lowest : 27 28 29 30 31, highest: 125 126 127 128 130
## --------------------------------------------------------------------------------
## x.11
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 78 0.999 98.85 19.1 72 75
## .25 .50 .75 .90 .95
## 85 100 113 119 124
##
## lowest : 50 53 55 56 57, highest: 136 138 139 140 145
## --------------------------------------------------------------------------------
## x.12
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 104 0.999 82.39 20.56 57 59
## .25 .50 .75 .90 .95
## 68 81 92 101 125
##
## lowest : 29 33 34 37 38, highest: 147 150 151 154 157
## --------------------------------------------------------------------------------
## x.13
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 51 0.998 69.29 15.53 46 50
## .25 .50 .75 .90 .95
## 60 68 80 88 92
##
## lowest : 39 40 41 42 43, highest: 97 99 101 102 104
## --------------------------------------------------------------------------------
## x.14
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 83 0.999 83.48 25.54 34 51
## .25 .50 .75 .90 .95
## 71 85 103 111 112
##
## lowest : 27 28 29 30 31, highest: 127 128 130 131 137
## --------------------------------------------------------------------------------
## x.15
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 78 0.999 99.31 19.13 73 75
## .25 .50 .75 .90 .95
## 85 101 113 120 124
##
## lowest : 50 53 55 56 57, highest: 136 138 139 140 145
## --------------------------------------------------------------------------------
## x.16
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 101 0.999 82.64 20.55 57 59
## .25 .50 .75 .90 .95
## 69 81 92 101 125
##
## lowest : 29 33 34 37 41, highest: 146 147 150 151 154
## --------------------------------------------------------------------------------
## x.17
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 50 0.998 69.05 15.45 46 50
## .25 .50 .75 .90 .95
## 60 68 79 88 92
##
## lowest : 40 41 42 43 44, highest: 97 99 101 102 104
## --------------------------------------------------------------------------------
## x.18
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 80 0.999 83.17 25.63 34 49
## .25 .50 .75 .90 .95
## 71 85 103 111 112
##
## lowest : 27 29 30 31 32, highest: 125 126 127 128 130
## --------------------------------------------------------------------------------
## x.19
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 77 0.999 99.15 19.19 73 75
## .25 .50 .75 .90 .95
## 85 100 113 120 124
##
## lowest : 50 53 55 56 57, highest: 135 136 138 139 145
## --------------------------------------------------------------------------------
## x.20
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 104 0.999 82.6 20.66 57 59
## .25 .50 .75 .90 .95
## 69 81 92 101 125
##
## lowest : 29 33 34 37 38, highest: 147 150 151 154 157
## --------------------------------------------------------------------------------
## x.21
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 50 0.998 68.84 15.35 46 50
## .25 .50 .75 .90 .95
## 60 67 79 88 92
##
## lowest : 39 40 41 42 43, highest: 96 97 99 101 104
## --------------------------------------------------------------------------------
## x.22
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 80 0.999 82.86 25.63 34 49
## .25 .50 .75 .90 .95
## 71 84 103 111 112
##
## lowest : 27 28 29 30 31, highest: 123 125 127 128 130
## --------------------------------------------------------------------------------
## x.23
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 78 0.999 98.95 19.21 72 75
## .25 .50 .75 .90 .95
## 85 100 113 120 124
##
## lowest : 50 53 55 56 57, highest: 136 138 139 140 145
## --------------------------------------------------------------------------------
## x.24
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 104 0.999 82.47 20.69 57 59
## .25 .50 .75 .90 .95
## 68 81 92 101 125
##
## lowest : 29 33 34 37 38, highest: 147 150 151 154 157
## --------------------------------------------------------------------------------
## x.25
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 51 0.998 69.16 15.5 46 50
## .25 .50 .75 .90 .95
## 60 68 79 88 92
##
## lowest : 39 40 41 42 43, highest: 97 99 101 102 104
## --------------------------------------------------------------------------------
## x.26
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 82 0.999 83.37 25.47 34.0 49.8
## .25 .50 .75 .90 .95
## 71.0 85.0 103.0 111.0 112.0
##
## lowest : 27 28 29 30 31, highest: 126 127 128 130 131
## --------------------------------------------------------------------------------
## x.27
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 75 0.999 99.21 19.07 73 75
## .25 .50 .75 .90 .95
## 85 100 113 120 124
##
## lowest : 50 53 55 56 60, highest: 135 136 138 139 140
## --------------------------------------------------------------------------------
## x.28
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 102 0.999 82.66 20.6 57 59
## .25 .50 .75 .90 .95
## 69 81 92 101 125
##
## lowest : 29 33 34 38 39, highest: 146 147 150 151 154
## --------------------------------------------------------------------------------
## x.29
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 50 0.998 68.94 15.4 46 50
## .25 .50 .75 .90 .95
## 60 68 79 88 92
##
## lowest : 39 40 41 42 43, highest: 96 97 99 101 104
## --------------------------------------------------------------------------------
## x.30
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 81 0.999 83.15 25.56 34 49
## .25 .50 .75 .90 .95
## 71 85 103 111 112
##
## lowest : 27 28 29 30 31, highest: 125 126 127 128 130
## --------------------------------------------------------------------------------
## x.31
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 77 0.999 99.11 19.18 72 75
## .25 .50 .75 .90 .95
## 85 100 113 120 124
##
## lowest : 50 53 55 56 57, highest: 135 136 138 139 145
## --------------------------------------------------------------------------------
## x.32
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 103 0.999 82.62 20.67 57 59
## .25 .50 .75 .90 .95
## 69 81 92 101 125
##
## lowest : 29 33 34 37 38, highest: 147 150 151 154 157
## --------------------------------------------------------------------------------
## x.33
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 50 0.998 68.73 15.28 46 50
## .25 .50 .75 .90 .95
## 60 67 79 88 92
##
## lowest : 39 40 41 42 43, highest: 96 97 99 101 104
## --------------------------------------------------------------------------------
## x.34
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 80 0.999 82.86 25.54 34 49
## .25 .50 .75 .90 .95
## 71 84 103 111 112
##
## lowest : 27 28 29 30 31, highest: 123 125 127 128 130
## --------------------------------------------------------------------------------
## x.35
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 77 0.999 98.93 19.17 72 75
## .25 .50 .75 .90 .95
## 85 100 113 120 124
##
## lowest : 50 53 56 57 58, highest: 136 138 139 140 145
## --------------------------------------------------------------------------------
## x.36
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 104 0.999 82.51 20.67 57 59
## .25 .50 .75 .90 .95
## 68 81 92 101 125
##
## lowest : 29 33 34 37 38, highest: 147 150 151 154 157
## --------------------------------------------------------------------------------
## Status
## n missing distinct
## 6435 0 2
##
## Value Valid Outlier
## Frequency 4399 2036
## Proportion 0.684 0.316
## --------------------------------------------------------------------------------##################################
# Formulating a data type assessment summary
##################################
PDA <- Satellite
(PDA.Summary <- data.frame(
Column.Index=c(1:length(names(PDA))),
Column.Name= names(PDA),
Column.Type=sapply(PDA, function(x) class(x)),
row.names=NULL)
)## Column.Index Column.Name Column.Type
## 1 1 x.1 numeric
## 2 2 x.2 numeric
## 3 3 x.3 numeric
## 4 4 x.4 numeric
## 5 5 x.5 numeric
## 6 6 x.6 numeric
## 7 7 x.7 numeric
## 8 8 x.8 numeric
## 9 9 x.9 numeric
## 10 10 x.10 numeric
## 11 11 x.11 numeric
## 12 12 x.12 numeric
## 13 13 x.13 numeric
## 14 14 x.14 numeric
## 15 15 x.15 numeric
## 16 16 x.16 numeric
## 17 17 x.17 numeric
## 18 18 x.18 numeric
## 19 19 x.19 numeric
## 20 20 x.20 numeric
## 21 21 x.21 numeric
## 22 22 x.22 numeric
## 23 23 x.23 numeric
## 24 24 x.24 numeric
## 25 25 x.25 numeric
## 26 26 x.26 numeric
## 27 27 x.27 numeric
## 28 28 x.28 numeric
## 29 29 x.29 numeric
## 30 30 x.30 numeric
## 31 31 x.31 numeric
## 32 32 x.32 numeric
## 33 33 x.33 numeric
## 34 34 x.34 numeric
## 35 35 x.35 numeric
## 36 36 x.36 numeric
## 37 37 Status factor1.2 Data Quality Assessment
[A] No missing observations noted for any variable.
[B] No low variance observed for any variable with First.Second.Mode.Ratio>5.
[C] No low variance observed for any variable with Unique.Count.Ratio<0.01.
[D] No high skewness observed for any variable with Skewness>3 or Skewness<(-3).
Code Chunk | Output
##################################
# Loading dataset
##################################
DQA <- Satellite
DQA.Descriptors <- DQA[, names(DQA)[names(DQA) != "Status"]]
##################################
# Formulating an overall data quality assessment summary
##################################
(DQA.Summary <- data.frame(
Column.Index=c(1:length(names(DQA))),
Column.Name= names(DQA),
Column.Type=sapply(DQA, function(x) class(x)),
Row.Count=sapply(DQA, function(x) nrow(DQA)),
NA.Count=sapply(DQA,function(x)sum(is.na(x))),
Fill.Rate=sapply(DQA,function(x)format(round((sum(!is.na(x))/nrow(DQA)),3),nsmall=3)),
row.names=NULL)
)## Column.Index Column.Name Column.Type Row.Count NA.Count Fill.Rate
## 1 1 x.1 numeric 6435 0 1.000
## 2 2 x.2 numeric 6435 0 1.000
## 3 3 x.3 numeric 6435 0 1.000
## 4 4 x.4 numeric 6435 0 1.000
## 5 5 x.5 numeric 6435 0 1.000
## 6 6 x.6 numeric 6435 0 1.000
## 7 7 x.7 numeric 6435 0 1.000
## 8 8 x.8 numeric 6435 0 1.000
## 9 9 x.9 numeric 6435 0 1.000
## 10 10 x.10 numeric 6435 0 1.000
## 11 11 x.11 numeric 6435 0 1.000
## 12 12 x.12 numeric 6435 0 1.000
## 13 13 x.13 numeric 6435 0 1.000
## 14 14 x.14 numeric 6435 0 1.000
## 15 15 x.15 numeric 6435 0 1.000
## 16 16 x.16 numeric 6435 0 1.000
## 17 17 x.17 numeric 6435 0 1.000
## 18 18 x.18 numeric 6435 0 1.000
## 19 19 x.19 numeric 6435 0 1.000
## 20 20 x.20 numeric 6435 0 1.000
## 21 21 x.21 numeric 6435 0 1.000
## 22 22 x.22 numeric 6435 0 1.000
## 23 23 x.23 numeric 6435 0 1.000
## 24 24 x.24 numeric 6435 0 1.000
## 25 25 x.25 numeric 6435 0 1.000
## 26 26 x.26 numeric 6435 0 1.000
## 27 27 x.27 numeric 6435 0 1.000
## 28 28 x.28 numeric 6435 0 1.000
## 29 29 x.29 numeric 6435 0 1.000
## 30 30 x.30 numeric 6435 0 1.000
## 31 31 x.31 numeric 6435 0 1.000
## 32 32 x.32 numeric 6435 0 1.000
## 33 33 x.33 numeric 6435 0 1.000
## 34 34 x.34 numeric 6435 0 1.000
## 35 35 x.35 numeric 6435 0 1.000
## 36 36 x.36 numeric 6435 0 1.000
## 37 37 Status factor 6435 0 1.000##################################
# Listing all descriptors
##################################
DQA.Descriptors <- DQA
##################################
# Listing all numeric Descriptors
##################################
DQA.Descriptors.Numeric <- DQA.Descriptors[,sapply(DQA.Descriptors, is.numeric)]
if (length(names(DQA.Descriptors.Numeric))>0) {
print(paste0("There are ",
(length(names(DQA.Descriptors.Numeric))),
" numeric descriptor variable(s)."))
} else {
print("There are no numeric descriptor variables.")
}## [1] "There are 36 numeric descriptor variable(s)."##################################
# Listing all factor Descriptors
##################################
DQA.Descriptors.Factor <- DQA.Descriptors[,sapply(DQA.Descriptors, is.factor)]
if (length(names(DQA.Descriptors.Factor))>0) {
print(paste0("There are ",
(length(names(DQA.Descriptors.Factor))),
" factor descriptor variable(s)."))
} else {
print("There are no factor descriptor variables.")
}## [1] "There are no factor descriptor variables."##################################
# Formulating a data quality assessment summary for factor Descriptors
##################################
if (length(names(DQA.Descriptors.Factor))>0) {
##################################
# Formulating a function to determine the first mode
##################################
FirstModes <- function(x) {
ux <- unique(na.omit(x))
tab <- tabulate(match(x, ux))
ux[tab == max(tab)]
}
##################################
# Formulating a function to determine the second mode
##################################
SecondModes <- function(x) {
ux <- unique(na.omit(x))
tab <- tabulate(match(x, ux))
fm = ux[tab == max(tab)]
sm = x[!(x %in% fm)]
usm <- unique(sm)
tabsm <- tabulate(match(sm, usm))
ifelse(is.na(usm[tabsm == max(tabsm)])==TRUE,
return("x"),
return(usm[tabsm == max(tabsm)]))
}
(DQA.Descriptors.Factor.Summary <- data.frame(
Column.Name= names(DQA.Descriptors.Factor),
Column.Type=sapply(DQA.Descriptors.Factor, function(x) class(x)),
Unique.Count=sapply(DQA.Descriptors.Factor, function(x) length(unique(x))),
First.Mode.Value=sapply(DQA.Descriptors.Factor, function(x) as.character(FirstModes(x)[1])),
Second.Mode.Value=sapply(DQA.Descriptors.Factor, function(x) as.character(SecondModes(x)[1])),
First.Mode.Count=sapply(DQA.Descriptors.Factor, function(x) sum(na.omit(x) == FirstModes(x)[1])),
Second.Mode.Count=sapply(DQA.Descriptors.Factor, function(x) sum(na.omit(x) == SecondModes(x)[1])),
Unique.Count.Ratio=sapply(DQA.Descriptors.Factor, function(x) format(round((length(unique(x))/nrow(DQA.Descriptors.Factor)),3), nsmall=3)),
First.Second.Mode.Ratio=sapply(DQA.Descriptors.Factor, function(x) format(round((sum(na.omit(x) == FirstModes(x)[1])/sum(na.omit(x) == SecondModes(x)[1])),3), nsmall=3)),
row.names=NULL)
)
}
##################################
# Formulating a data quality assessment summary for numeric Descriptors
##################################
if (length(names(DQA.Descriptors.Numeric))>0) {
##################################
# Formulating a function to determine the first mode
##################################
FirstModes <- function(x) {
ux <- unique(na.omit(x))
tab <- tabulate(match(x, ux))
ux[tab == max(tab)]
}
##################################
# Formulating a function to determine the second mode
##################################
SecondModes <- function(x) {
ux <- unique(na.omit(x))
tab <- tabulate(match(x, ux))
fm = ux[tab == max(tab)]
sm = na.omit(x)[!(na.omit(x) %in% fm)]
usm <- unique(sm)
tabsm <- tabulate(match(sm, usm))
ifelse(is.na(usm[tabsm == max(tabsm)])==TRUE,
return(0.00001),
return(usm[tabsm == max(tabsm)]))
}
(DQA.Descriptors.Numeric.Summary <- data.frame(
Column.Name= names(DQA.Descriptors.Numeric),
Column.Type=sapply(DQA.Descriptors.Numeric, function(x) class(x)),
Unique.Count=sapply(DQA.Descriptors.Numeric, function(x) length(unique(x))),
Unique.Count.Ratio=sapply(DQA.Descriptors.Numeric, function(x) format(round((length(unique(x))/nrow(DQA.Descriptors.Numeric)),3), nsmall=3)),
First.Mode.Value=sapply(DQA.Descriptors.Numeric, function(x) format(round((FirstModes(x)[1]),3),nsmall=3)),
Second.Mode.Value=sapply(DQA.Descriptors.Numeric, function(x) format(round((SecondModes(x)[1]),3),nsmall=3)),
First.Mode.Count=sapply(DQA.Descriptors.Numeric, function(x) sum(na.omit(x) == FirstModes(x)[1])),
Second.Mode.Count=sapply(DQA.Descriptors.Numeric, function(x) sum(na.omit(x) == SecondModes(x)[1])),
First.Second.Mode.Ratio=sapply(DQA.Descriptors.Numeric, function(x) format(round((sum(na.omit(x) == FirstModes(x)[1])/sum(na.omit(x) == SecondModes(x)[1])),3), nsmall=3)),
Minimum=sapply(DQA.Descriptors.Numeric, function(x) format(round(min(x,na.rm = TRUE),3), nsmall=3)),
Mean=sapply(DQA.Descriptors.Numeric, function(x) format(round(mean(x,na.rm = TRUE),3), nsmall=3)),
Median=sapply(DQA.Descriptors.Numeric, function(x) format(round(median(x,na.rm = TRUE),3), nsmall=3)),
Maximum=sapply(DQA.Descriptors.Numeric, function(x) format(round(max(x,na.rm = TRUE),3), nsmall=3)),
Skewness=sapply(DQA.Descriptors.Numeric, function(x) format(round(skewness(x,na.rm = TRUE),3), nsmall=3)),
Kurtosis=sapply(DQA.Descriptors.Numeric, function(x) format(round(kurtosis(x,na.rm = TRUE),3), nsmall=3)),
Percentile25th=sapply(DQA.Descriptors.Numeric, function(x) format(round(quantile(x,probs=0.25,na.rm = TRUE),3), nsmall=3)),
Percentile75th=sapply(DQA.Descriptors.Numeric, function(x) format(round(quantile(x,probs=0.75,na.rm = TRUE),3), nsmall=3)),
row.names=NULL)
)
}## Column.Name Column.Type Unique.Count Unique.Count.Ratio First.Mode.Value
## 1 x.1 numeric 51 0.008 67.000
## 2 x.2 numeric 84 0.013 79.000
## 3 x.3 numeric 76 0.012 104.000
## 4 x.4 numeric 102 0.016 83.000
## 5 x.5 numeric 51 0.008 67.000
## 6 x.6 numeric 82 0.013 75.000
## 7 x.7 numeric 76 0.012 104.000
## 8 x.8 numeric 103 0.016 83.000
## 9 x.9 numeric 50 0.008 67.000
## 10 x.10 numeric 81 0.013 79.000
## 11 x.11 numeric 78 0.012 104.000
## 12 x.12 numeric 104 0.016 83.000
## 13 x.13 numeric 51 0.008 67.000
## 14 x.14 numeric 83 0.013 79.000
## 15 x.15 numeric 78 0.012 104.000
## 16 x.16 numeric 101 0.016 83.000
## 17 x.17 numeric 50 0.008 67.000
## 18 x.18 numeric 80 0.012 79.000
## 19 x.19 numeric 77 0.012 104.000
## 20 x.20 numeric 104 0.016 83.000
## 21 x.21 numeric 50 0.008 67.000
## 22 x.22 numeric 80 0.012 79.000
## 23 x.23 numeric 78 0.012 104.000
## 24 x.24 numeric 104 0.016 83.000
## 25 x.25 numeric 51 0.008 67.000
## 26 x.26 numeric 82 0.013 75.000
## 27 x.27 numeric 75 0.012 104.000
## 28 x.28 numeric 102 0.016 83.000
## 29 x.29 numeric 50 0.008 67.000
## 30 x.30 numeric 81 0.013 79.000
## 31 x.31 numeric 77 0.012 104.000
## 32 x.32 numeric 103 0.016 83.000
## 33 x.33 numeric 50 0.008 67.000
## 34 x.34 numeric 80 0.012 75.000
## 35 x.35 numeric 77 0.012 104.000
## 36 x.36 numeric 104 0.016 83.000
## Second.Mode.Value First.Mode.Count Second.Mode.Count First.Second.Mode.Ratio
## 1 63.000 495 451 1.098
## 2 75.000 316 311 1.016
## 3 114.000 275 252 1.091
## 4 87.000 368 338 1.089
## 5 63.000 503 457 1.101
## 6 79.000 318 317 1.003
## 7 114.000 286 247 1.158
## 8 87.000 364 347 1.049
## 9 63.000 504 480 1.050
## 10 75.000 332 311 1.068
## 11 114.000 290 249 1.165
## 12 87.000 367 345 1.064
## 13 63.000 498 453 1.099
## 14 75.000 339 333 1.018
## 15 114.000 299 248 1.206
## 16 87.000 362 322 1.124
## 17 63.000 508 447 1.136
## 18 75.000 334 330 1.012
## 19 114.000 297 252 1.179
## 20 87.000 363 324 1.120
## 21 63.000 511 475 1.076
## 22 75.000 348 330 1.055
## 23 114.000 282 235 1.200
## 24 87.000 349 334 1.045
## 25 63.000 499 468 1.066
## 26 79.000 335 331 1.012
## 27 100.000 293 241 1.216
## 28 87.000 371 321 1.156
## 29 63.000 508 469 1.083
## 30 75.000 341 340 1.003
## 31 114.000 284 239 1.188
## 32 87.000 370 318 1.164
## 33 63.000 512 466 1.099
## 34 79.000 337 330 1.021
## 35 114.000 281 243 1.156
## 36 87.000 366 328 1.116
## Minimum Mean Median Maximum Skewness Kurtosis Percentile25th
## 1 39.000 69.400 68.000 104.000 0.022 2.283 60.000
## 2 27.000 83.595 87.000 137.000 -0.672 2.779 71.000
## 3 53.000 99.291 101.000 140.000 -0.122 2.114 85.000
## 4 33.000 82.593 81.000 154.000 0.894 4.254 69.000
## 5 39.000 69.150 68.000 104.000 0.036 2.288 60.000
## 6 27.000 83.244 85.000 137.000 -0.656 2.733 71.000
## 7 50.000 99.111 101.000 145.000 -0.119 2.103 85.000
## 8 29.000 82.497 81.000 157.000 0.900 4.255 69.000
## 9 40.000 68.912 67.000 104.000 0.044 2.299 60.000
## 10 27.000 82.893 85.000 130.000 -0.649 2.713 71.000
## 11 50.000 98.853 100.000 145.000 -0.103 2.096 85.000
## 12 29.000 82.388 81.000 157.000 0.918 4.275 68.000
## 13 39.000 69.290 68.000 104.000 0.034 2.290 60.000
## 14 27.000 83.477 85.000 137.000 -0.667 2.785 71.000
## 15 50.000 99.311 101.000 145.000 -0.122 2.107 85.000
## 16 29.000 82.645 81.000 154.000 0.880 4.206 69.000
## 17 40.000 69.046 68.000 104.000 0.038 2.297 60.000
## 18 27.000 83.171 85.000 130.000 -0.659 2.740 71.000
## 19 50.000 99.150 100.000 145.000 -0.119 2.089 85.000
## 20 29.000 82.603 81.000 157.000 0.885 4.198 69.000
## 21 39.000 68.839 67.000 104.000 0.053 2.316 60.000
## 22 27.000 82.861 84.000 130.000 -0.649 2.721 71.000
## 23 50.000 98.950 100.000 145.000 -0.107 2.080 85.000
## 24 29.000 82.469 81.000 157.000 0.902 4.221 68.000
## 25 39.000 69.162 68.000 104.000 0.037 2.301 60.000
## 26 27.000 83.373 85.000 131.000 -0.675 2.807 71.000
## 27 50.000 99.215 100.000 140.000 -0.117 2.120 85.000
## 28 29.000 82.661 81.000 154.000 0.888 4.210 69.000
## 29 39.000 68.944 68.000 104.000 0.047 2.308 60.000
## 30 27.000 83.146 85.000 130.000 -0.660 2.760 71.000
## 31 50.000 99.112 100.000 145.000 -0.121 2.093 85.000
## 32 29.000 82.618 81.000 157.000 0.883 4.204 69.000
## 33 39.000 68.728 67.000 104.000 0.056 2.326 60.000
## 34 27.000 82.859 84.000 130.000 -0.653 2.740 71.000
## 35 50.000 98.926 100.000 145.000 -0.108 2.082 85.000
## 36 29.000 82.505 81.000 157.000 0.897 4.234 68.000
## Percentile75th
## 1 80.000
## 2 103.000
## 3 113.000
## 4 92.000
## 5 80.000
## 6 103.000
## 7 113.000
## 8 92.000
## 9 79.000
## 10 102.000
## 11 113.000
## 12 92.000
## 13 80.000
## 14 103.000
## 15 113.000
## 16 92.000
## 17 79.000
## 18 103.000
## 19 113.000
## 20 92.000
## 21 79.000
## 22 103.000
## 23 113.000
## 24 92.000
## 25 79.000
## 26 103.000
## 27 113.000
## 28 92.000
## 29 79.000
## 30 103.000
## 31 113.000
## 32 92.000
## 33 79.000
## 34 103.000
## 35 113.000
## 36 92.000##################################
# Identifying potential data quality issues
##################################
##################################
# Checking for missing observations
##################################
if ((nrow(DQA.Summary[DQA.Summary$NA.Count>0,]))>0){
print(paste0("Missing observations noted for ",
(nrow(DQA.Summary[DQA.Summary$NA.Count>0,])),
" variable(s) with NA.Count>0 and Fill.Rate<1.0."))
DQA.Summary[DQA.Summary$NA.Count>0,]
} else {
print("No missing observations noted.")
}## [1] "No missing observations noted."##################################
# Checking for zero or near-zero variance Descriptors
##################################
if (length(names(DQA.Descriptors.Factor))==0) {
print("No factor descriptors noted.")
} else if (nrow(DQA.Descriptors.Factor.Summary[as.numeric(as.character(DQA.Descriptors.Factor.Summary$First.Second.Mode.Ratio))>5,])>0){
print(paste0("Low variance observed for ",
(nrow(DQA.Descriptors.Factor.Summary[as.numeric(as.character(DQA.Descriptors.Factor.Summary$First.Second.Mode.Ratio))>5,])),
" factor variable(s) with First.Second.Mode.Ratio>5."))
DQA.Descriptors.Factor.Summary[as.numeric(as.character(DQA.Descriptors.Factor.Summary$First.Second.Mode.Ratio))>5,]
} else {
print("No low variance factor descriptors due to high first-second mode ratio noted.")
}## [1] "No factor descriptors noted."if (length(names(DQA.Descriptors.Numeric))==0) {
print("No numeric descriptors noted.")
} else if (nrow(DQA.Descriptors.Numeric.Summary[as.numeric(as.character(DQA.Descriptors.Numeric.Summary$First.Second.Mode.Ratio))>5,])>0){
print(paste0("Low variance observed for ",
(nrow(DQA.Descriptors.Numeric.Summary[as.numeric(as.character(DQA.Descriptors.Numeric.Summary$First.Second.Mode.Ratio))>5,])),
" numeric variable(s) with First.Second.Mode.Ratio>5."))
DQA.Descriptors.Numeric.Summary[as.numeric(as.character(DQA.Descriptors.Numeric.Summary$First.Second.Mode.Ratio))>5,]
} else {
print("No low variance numeric descriptors due to high first-second mode ratio noted.")
}## [1] "No low variance numeric descriptors due to high first-second mode ratio noted."if (length(names(DQA.Descriptors.Numeric))==0) {
print("No numeric descriptors noted.")
} else if (nrow(DQA.Descriptors.Numeric.Summary[as.numeric(as.character(DQA.Descriptors.Numeric.Summary$Unique.Count.Ratio))<0.01,])>0){
print(paste0("Low variance observed for ",
(nrow(DQA.Descriptors.Numeric.Summary[as.numeric(as.character(DQA.Descriptors.Numeric.Summary$Unique.Count.Ratio))<0.01,])),
" numeric variable(s) with Unique.Count.Ratio<0.01."))
DQA.Descriptors.Numeric.Summary[as.numeric(as.character(DQA.Descriptors.Numeric.Summary$Unique.Count.Ratio))<0.01,]
} else {
print("No low variance numeric descriptors due to low unique count ratio noted.")
}## [1] "Low variance observed for 9 numeric variable(s) with Unique.Count.Ratio<0.01."## Column.Name Column.Type Unique.Count Unique.Count.Ratio First.Mode.Value
## 1 x.1 numeric 51 0.008 67.000
## 5 x.5 numeric 51 0.008 67.000
## 9 x.9 numeric 50 0.008 67.000
## 13 x.13 numeric 51 0.008 67.000
## 17 x.17 numeric 50 0.008 67.000
## 21 x.21 numeric 50 0.008 67.000
## 25 x.25 numeric 51 0.008 67.000
## 29 x.29 numeric 50 0.008 67.000
## 33 x.33 numeric 50 0.008 67.000
## Second.Mode.Value First.Mode.Count Second.Mode.Count First.Second.Mode.Ratio
## 1 63.000 495 451 1.098
## 5 63.000 503 457 1.101
## 9 63.000 504 480 1.050
## 13 63.000 498 453 1.099
## 17 63.000 508 447 1.136
## 21 63.000 511 475 1.076
## 25 63.000 499 468 1.066
## 29 63.000 508 469 1.083
## 33 63.000 512 466 1.099
## Minimum Mean Median Maximum Skewness Kurtosis Percentile25th
## 1 39.000 69.400 68.000 104.000 0.022 2.283 60.000
## 5 39.000 69.150 68.000 104.000 0.036 2.288 60.000
## 9 40.000 68.912 67.000 104.000 0.044 2.299 60.000
## 13 39.000 69.290 68.000 104.000 0.034 2.290 60.000
## 17 40.000 69.046 68.000 104.000 0.038 2.297 60.000
## 21 39.000 68.839 67.000 104.000 0.053 2.316 60.000
## 25 39.000 69.162 68.000 104.000 0.037 2.301 60.000
## 29 39.000 68.944 68.000 104.000 0.047 2.308 60.000
## 33 39.000 68.728 67.000 104.000 0.056 2.326 60.000
## Percentile75th
## 1 80.000
## 5 80.000
## 9 79.000
## 13 80.000
## 17 79.000
## 21 79.000
## 25 79.000
## 29 79.000
## 33 79.000##################################
# Checking for skewed Descriptors
##################################
if (length(names(DQA.Descriptors.Numeric))==0) {
print("No numeric descriptors noted.")
} else if (nrow(DQA.Descriptors.Numeric.Summary[as.numeric(as.character(DQA.Descriptors.Numeric.Summary$Skewness))>3 |
as.numeric(as.character(DQA.Descriptors.Numeric.Summary$Skewness))<(-3),])>0){
print(paste0("High skewness observed for ",
(nrow(DQA.Descriptors.Numeric.Summary[as.numeric(as.character(DQA.Descriptors.Numeric.Summary$Skewness))>3 |
as.numeric(as.character(DQA.Descriptors.Numeric.Summary$Skewness))<(-3),])),
" numeric variable(s) with Skewness>3 or Skewness<(-3)."))
DQA.Descriptors.Numeric.Summary[as.numeric(as.character(DQA.Descriptors.Numeric.Summary$Skewness))>3 |
as.numeric(as.character(DQA.Descriptors.Numeric.Summary$Skewness))<(-3),]
} else {
print("No skewed numeric descriptors noted.")
}## [1] "No skewed numeric descriptors noted."1.3 Data Preprocessing
1.3.1 Centering and Scaling
[A] To maintain an objective comparison across the different descriptors, centering and scaling transformation was applied on the numeric variables. The center method from the caret package was implemented which subtracts the average value of a numeric variable to all the values. As a result of centering, the variables had zero mean values. In addition, the scale method, also from the caret package, was applied which performs a center transformation with each value of the variable divided by its standard deviation. Scaling the data coerced the values to have a common standard deviation of one.
Code Chunk | Output
##################################
# Loading dataset
##################################
DPA <- Satellite
##################################
# Listing all descriptors
##################################
DPA.Descriptors <- DPA[, names(DPA)[names(DPA) != "Status"]]
##################################
# Listing all numeric descriptors
##################################
DPA.Descriptors.Numeric <- DPA.Descriptors[,sapply(DPA.Descriptors, is.numeric)]
##################################
# Applying a center and scale data transformation
##################################
DPA.Descriptors.Numeric_CenteredScaled <- preProcess(DPA.Descriptors.Numeric,
method = c("center","scale"))
DPA.Descriptors.Numeric_CenteredScaledTransformed <- predict(DPA.Descriptors.Numeric_CenteredScaled, DPA.Descriptors.Numeric)
row.names(DPA.Descriptors.Numeric_CenteredScaledTransformed) <- NULL1.3.2 Dimensionality Reduction
[A] Considering the high dimensional nature of the dataset, Principal Component Analysis (PCA) was applied to summarize the information content from the 36 descriptors by means of a smaller set of summary indices composed of the first two principal components, enabling a more efficient visualization and analysis.
Code Chunk | Output
##################################
# Loading dataset
##################################
Status <- Satellite$Status
Satellite_Transformed <- cbind(DPA.Descriptors.Numeric_CenteredScaledTransformed,
Satellite$Status)
DR <- as.data.frame(Satellite_Transformed)
DR.Numeric <- DR[,sapply(DR, is.numeric)]
##################################
# Performing PCA
##################################
DR_PCA <- prcomp(DR.Numeric)
##################################
# Consolidating the PCA components
##################################
rownames(DR_PCA$x) <- NULL
DR_PCA$x <- as.data.frame(DR_PCA$x)
(DR_PCA_FULL <- cbind(DR_PCA$x, Status))## PC1 PC2 PC3 PC4 PC5
## 1 -6.912107901 1.016263402 -0.8938745536 1.5630275384 0.9958835791
## 2 -4.567122879 1.653253057 -0.5780542263 1.0833163039 0.4493232900
## 3 -3.464772793 1.986058127 -0.7219674485 0.3715171994 0.1347975002
## 4 -2.959132822 2.066801965 -0.6339385379 0.3375235834 0.2155035236
## 5 -3.019282300 1.702353181 -0.3519826558 0.5371684184 0.0589890059
## 6 -3.201197809 1.216469154 0.2026604861 0.7649365518 -0.1146763812
## 7 -3.929236354 0.853852639 0.3836440852 0.1666692766 0.2731316824
## 8 -3.154421728 1.317180214 0.0814457515 -0.0242304685 0.4857375318
## 9 -1.209791770 2.067352066 -0.1540541828 -0.3534312499 -0.0361515759
## 10 -0.986347385 2.286943204 -0.1919951834 -0.3838820004 0.0451632823
## 11 -0.782734657 2.295380642 -0.3405167877 -0.3009687542 0.1283198195
## 12 0.261866037 2.492624455 -0.0136502363 -0.2790374623 0.3291939207
## 13 0.644466290 2.599583481 -0.0383157157 -0.9669397019 0.2637721179
## 14 1.618309763 2.636657874 0.0710101479 -1.1456590681 0.1674841555
## 15 2.047761080 2.714021683 0.0528518223 -0.6201771436 0.1466238911
## 16 1.860808761 2.350706942 0.1312631805 -0.9043225015 -0.0852811542
## 17 0.994740406 1.826626688 0.0948914145 -1.1607373557 -0.6529809515
## 18 -0.335196705 1.308736209 -0.0343238131 -1.1188799349 -1.1311787024
## 19 -4.206362402 0.951517461 -0.5854527920 -0.0719878022 -0.3284484147
## 20 -5.620676324 1.300589985 -0.8999005655 -0.3777380561 0.1109560358
## 21 -4.293744557 1.266622370 -1.2105573937 0.0606712323 0.1968885877
## 22 -4.744296579 1.199350821 -1.1630802608 -0.0696679193 -0.2880991222
## 23 -5.605067141 1.253590273 -1.0132770107 -0.2378235692 -0.7214690174
## 24 -6.682806840 0.941622979 -0.9457176626 -0.1144782984 0.0035527139
## 25 -5.627071842 1.314887612 -1.2991913352 0.6006595240 0.4940302908
## 26 -5.785836322 1.291440035 -1.3294594020 0.3283065060 0.3986531946
## 27 -5.892320651 1.199440806 -1.0870850760 -0.0276606197 0.1826388524
## 28 -5.988847836 1.174428050 -0.9749263519 -0.3296544199 -0.0663876754
## 29 -5.984245311 1.242876894 -0.9258479533 -0.5159392438 -0.0565923053
## 30 -5.452404552 1.534084628 -1.1866375836 -0.0592784309 -0.0594132804
## 31 -5.221346077 1.527295296 -1.2286490814 0.1319074985 -0.0222586801
## 32 -4.936620193 1.610019937 -1.0944469651 0.7797552757 0.0334458995
## 33 -4.575441319 1.824970185 -1.0925283595 0.6330142990 0.0221343732
## 34 -3.855951399 1.850785799 -1.0127437527 -0.0875793687 -0.0520928897
## 35 -3.905737256 1.820534564 -0.9593494957 -0.6091406978 -0.3292912794
## 36 -3.939716064 1.984917694 -1.1026403079 -0.8511640443 -0.3757985644
## 37 -4.396141027 1.826599068 -1.1720759413 -0.4864378616 -0.1875382947
## 38 -4.879410091 1.419694395 -0.8330654327 -0.2731199934 0.1967053421
## 39 -4.562848933 1.574820559 -0.9465414386 -0.5606885034 -0.1242057951
## 40 -4.288231605 1.741964313 -1.0623335064 -0.5021229958 0.0385250006
## 41 -3.899719260 1.884416902 -0.9842371267 -0.5305874196 0.1103825875
## 42 -2.835406578 1.888549746 -0.7520616272 -0.3081830588 0.1524878878
## 43 -2.217680056 1.854323044 -0.7772659142 -0.1620639302 0.0387957016
## 44 -0.049268903 1.147027101 -0.9115980508 0.2322473143 0.8249490228
## 45 1.621554351 0.686805958 -0.7929861301 0.8479322335 1.0891669069
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## 807 4.038410492 3.178869992 -0.1562975178 -1.0890205639 -0.2664166875
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## 809 2.379623620 2.866537671 -0.2271969452 1.5262588105 0.1641333794
## 810 1.880408840 2.575768477 -0.6606926445 0.0770450657 -0.0347033454
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## 889 1.854737689 -11.916286049 -1.7485833190 -0.3170072709 -0.3032854908
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## 891 2.946384030 -9.055424982 -1.3715279691 0.0686633060 -0.4759270141
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## 893 3.331598067 -8.652293473 -1.3967543829 -0.1790800304 -0.1538786773
## 894 2.738147385 -9.725850591 -1.6255778877 -0.8674970568 0.3054674198
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## 904 -5.940238697 1.350510295 -1.1334765391 -0.5144823341 0.1606008225
## 905 -5.178638115 1.759086940 -0.9728496634 -1.0301351735 -0.0361350975
## 906 -4.271672804 1.990616811 -0.9098118175 -1.6735012333 -0.2586708980
## 907 -2.973070490 2.250622682 -0.8877194346 -2.5626867490 -0.1094807984
## 908 -1.562671911 2.350425539 -0.8662808923 -2.8474949724 -0.2282397937
## 909 0.899797717 2.521851307 -0.5957495069 -1.5010245499 -0.0995457076
## 910 2.312146027 3.268719668 -0.6267960304 -1.0202018539 -0.0059733501
## 911 7.219869180 5.034537690 -0.3287860792 -0.1644739618 0.5050029797
## 912 8.912611282 4.839336905 0.0476370338 0.5448482930 -0.3493952800
## 913 8.670242268 4.043009688 0.0041955110 0.8182520000 -0.6982339977
## 914 8.631725922 4.268303788 -0.2149970188 0.2624692037 -0.2768236687
## 915 8.514527919 4.004475478 -0.1747728516 -0.2771296465 -0.0991745952
## 916 8.043509283 3.168323579 -0.1813340406 0.5751221309 -0.3324866572
## 917 8.040639986 3.375923340 -0.2733858320 0.4272338402 -0.1639329799
## 918 7.890998564 3.639895384 -0.2424509786 -0.5294085457 -0.1109945723
## 919 7.428257596 3.822097412 -0.1598147892 -1.2153245463 -0.4047451904
## 920 5.649367221 3.341022586 -0.1665300165 -0.4511293820 -0.8093800145
## 921 4.054299156 2.934005261 -0.0537683456 -1.0896937472 -0.7618927398
## 922 2.496417855 2.559776804 -0.1669198098 -1.8893459149 -0.5100225633
## 923 2.909164825 2.882017426 -0.4463657880 -1.7446959617 -0.1589349267
## 924 4.875863778 3.289656948 -0.4658976581 -1.1424379068 -0.4398016336
## 925 5.430590894 3.343355947 -0.3257963574 -0.6651633373 -0.5842246990
## 926 5.694604655 3.636756972 -0.2121205166 -0.4339336869 -0.6457500140
## 927 5.430074768 3.553782558 -0.0046887449 -0.3793111797 -0.4955145559
## 928 -7.492972605 1.314814878 -1.5300613350 0.6481020722 -0.0195254855
## 929 -7.418447307 1.068760256 -1.3510065064 -0.8028997630 -0.0464500039
## 930 -6.661647719 1.247396307 -1.3973900336 -1.4636964118 -0.3635048734
## 931 -5.613032731 1.656163302 -1.5364706251 -2.2634961461 -0.3286950499
## 932 -2.998393952 2.062417415 -1.0594079661 -1.6825617308 0.0075319349
## 933 -2.352566872 1.981690539 -0.8362389536 -0.7262574224 -0.1858990806
## 934 -2.010765279 1.997982548 -0.9577118576 -0.4775872557 -0.2293529827
## 935 -1.250104036 2.304913315 -0.9383881307 -0.2045287837 -0.0238490444
## 936 -0.486968570 1.438277255 -1.0364095110 -0.1406169502 1.1571011763
## 937 0.385100473 -2.168566736 -1.4171290749 -0.8314525416 2.8370913816
## 938 1.167421695 -7.381596704 -1.6115845524 -1.3404715504 2.9874733535
## 939 1.376230161 -11.873932554 -1.5729746938 -1.3448967950 1.6546737976
## 940 1.133400869 -13.794103027 -1.5134910741 -0.7865004749 0.2698851234
## 941 0.939167801 -13.988571001 -1.6199079516 -0.7478119718 0.0386234216
## 942 1.226240701 -13.477644772 -1.7667693331 -0.7822459710 0.0999060917
## 943 1.597830585 -12.933850009 -1.5728890118 -0.2716992546 -0.0478012424
## 944 1.733953773 -12.756743123 -1.5281884408 -0.2177942477 -0.0940174732
## 945 2.293330421 -11.688806118 -1.5720413676 -0.3693455914 -0.0616199370
## 946 2.636860205 -10.972868599 -1.5897403109 -0.2946119028 -0.1745448453
## 947 3.010372748 -9.865563541 -1.3853699364 0.3261835133 -0.7020779500
## 948 3.238617411 -8.822044612 -1.2318560784 0.1882793848 -0.6685025730
## 949 2.416341705 -10.851701762 -1.3275517165 -1.1236992913 0.6791973904
## 950 2.224047696 -12.084085793 -1.5000247192 -0.6529691906 0.5692142506
## 951 2.888908027 -11.537285682 -1.4196938123 0.0715352267 -0.0428427762
## 952 3.443440707 -10.409113201 -1.3645052921 0.2315835427 -0.2501194998
## 953 3.672156303 -9.574335421 -1.3628128417 0.2855020334 -0.3437252282
## 954 3.466486010 -8.945874998 -1.3878205926 0.2666472898 -0.2872641678
## 955 3.619027482 -8.692751338 -1.2520012501 -0.1421244567 -0.1238750645
## 956 3.500179686 -8.629614510 -1.3089926226 -0.6750231758 0.0751115745
## 957 3.012320256 -8.897507828 -1.4313125964 -0.7595056971 0.4684283587
## 958 2.529287352 -6.910383953 -1.1478878145 -0.9200416229 1.6365915563
## 959 1.535125839 -3.807915953 -0.9131950421 -0.7980057448 1.0727230659
## 960 -2.836230116 1.413615297 -0.7690803569 -0.3497695075 -0.8041804111
## 961 -6.575466044 1.480208187 -1.6367346482 0.5050297166 0.1594540972
## 962 -7.051728348 1.318992675 -1.3805492163 0.3463382923 0.0963081098
## 963 -7.229661130 1.253694289 -1.4318207081 0.4611344817 0.0728082164
## 964 -7.276944895 1.301524013 -1.5523107331 -0.1864938855 0.4706658083
## 965 -6.521432763 1.080095995 -1.0781765702 -0.8282399494 0.1500095292
## 966 -6.267859691 1.111713213 -0.9605757255 -1.3436952537 0.0531247313
## 967 -5.491321490 1.449251806 -1.0876123242 -1.6410431166 0.0214563298
## 968 -4.562244887 1.718071262 -1.0565279234 -2.0590540714 -0.0020178613
## 969 -3.391726949 2.203433345 -0.9138410863 -2.4135769148 -0.2592197422
## 970 -2.002958552 2.504592923 -0.7609271672 -2.7655991414 -0.1914570756
## 971 -0.182699892 2.956876136 -0.7557515207 -2.7399453896 0.1624469341
## 972 1.445792447 2.966541343 -0.5957717004 -2.5521157044 -0.0691532700
## 973 2.584320535 2.902163652 -0.2992439740 -2.5448341708 -0.2756151220
## 974 4.463211394 3.530431298 0.0120013609 -2.4291497504 -0.2840921705
## 975 6.181583288 4.340991858 -0.0353577023 -1.9804978006 -0.0182424186
## 976 8.727570283 4.223066786 0.0528064583 -0.4526507099 -0.1796955061
## 977 8.449846047 3.538640674 -0.0389255747 0.6123510798 -0.6974286139
## 978 8.570634582 3.989029354 0.0142473896 0.3261340040 -0.5610519886
## 979 8.610854423 3.970523701 0.0805668593 -0.0617879148 -0.3516662073
## 980 7.806521823 2.754705450 -0.1549050785 -0.1178090653 -0.4465776971
## 981 8.055459954 3.826219696 -0.1914604648 0.2401126742 -0.1953601731
## 982 6.543795017 3.104473234 -0.0800743535 -0.7739172200 -0.6553720275
## 983 4.938734487 2.916654268 -0.2169858656 -0.7943748395 -0.8108740543
## 984 4.747903559 2.512170717 -0.4549923752 -0.8717203967 -0.9109646250
## 985 6.438266359 3.043814200 -0.0857235930 0.1779956420 -0.6690123012
## 986 6.188856203 3.566700409 -0.0003804817 -0.2467636098 -0.5821692210
## 987 5.604561801 3.435801132 0.0171484539 -0.0861754161 -0.7218954272
## 988 -7.571250020 1.136035493 -1.4391277159 -0.1328942268 -0.3949005165
## 989 -7.545339691 1.100484671 -1.3519146855 -0.1088717543 -0.0915514573
## 990 -7.087733833 1.167511103 -1.2298239352 -1.1959145086 -0.0387199544
## 991 -1.679035114 2.239626702 -0.9944407993 -0.5390533851 -0.4248719234
## 992 -1.154406685 2.413028898 -1.0152703081 -0.5755617985 0.0635513733
## 993 -0.470321277 2.244423737 -0.8072302261 -0.1673757227 0.0629802821
## 994 0.159156906 0.300854518 -1.1095281166 -0.4112320495 1.7978721792
## 995 0.911037328 -4.132600502 -1.4253143600 -0.7439593357 3.0356333445
## 996 1.397254440 -9.318713793 -1.5836704851 -0.8994931826 2.3612840502
## 997 1.321216999 -12.831035472 -1.6445265400 -0.4365621480 0.7670349032
## 998 1.200777416 -13.668920993 -1.7287664488 -0.1426857419 -0.0243241576
## 999 1.248817495 -13.514802250 -1.8059911678 -0.2226745789 0.0233824605
## 1000 1.601590255 -13.067556192 -1.5720027969 0.3111736129 -0.0560744603
## 1001 2.042655209 -12.616939977 -1.4792219338 0.1894369788 -0.1103293675
## 1002 2.201913178 -12.276923020 -1.5339363408 0.1624188238 -0.0417977017
## 1003 2.409068779 -11.615991519 -1.5236955864 0.0662847803 0.0460296481
## 1004 2.996830323 -10.349027050 -1.3830847141 0.0483755274 -0.2118315212
## 1005 2.499546944 -11.059572147 -1.2882499400 -0.7673984389 0.8684189429
## 1006 2.645578770 -11.658407255 -1.3257085033 0.2342555998 0.3109133313
## 1007 3.297377180 -10.055279577 -1.4952148562 0.6842268961 -0.4212844586
## 1008 3.251938251 -9.515623106 -1.4723644532 0.2039789990 -0.3068953256
## 1009 3.393524130 -8.956118763 -1.3372188260 -0.2046036666 -0.1465629941
## 1010 3.709390884 -8.345946987 -1.2067547090 -0.3702050792 0.1281563587
## 1011 3.792597626 -7.884377665 -1.1867142313 -0.4063249278 0.2356682816
## 1012 3.252955160 -6.720207626 -1.1738455012 -0.8713152019 1.7103451333
## 1013 2.730113471 -2.797438995 -0.7271984702 -2.2082713774 3.5355787440
## 1014 1.970769398 -0.886977008 -0.5053435459 -1.8849212609 2.1666546944
## 1015 0.331305893 0.727198569 -0.3984959520 -1.2283114901 0.4499319545
## 1016 -7.347087487 1.427274741 -1.6227742430 0.5200099366 -0.2854595924
## 1017 -7.529793021 1.287152550 -1.4551788764 0.2557972229 0.0517181908
## 1018 -7.373445879 1.162467810 -1.3195343595 -0.0668825474 -0.1736590610
## 1019 -7.181546920 1.140225179 -1.3008709583 -0.4180981175 -0.3180628039
## 1020 -6.940769262 1.559037116 -1.4852070250 -0.9217507640 -0.3641370749
## 1021 -6.383734167 1.620644172 -1.4525011673 -1.1893967209 -0.1930028537
## 1022 -5.873015580 1.716345249 -1.3499508061 -1.2325495541 -0.1988261129
## 1023 -5.220343489 1.677604010 -1.1719603663 -1.3344826406 -0.1615461666
## 1024 -4.577108233 1.839913383 -1.1337083288 -1.7441583134 -0.0952378975
## 1025 -0.522279233 2.914953129 -0.8890479514 -2.2636333715 -0.1431416998
## 1026 0.672226908 3.103780950 -0.6664406442 -1.5830327480 -0.1300777262
## 1027 1.715297676 3.325786926 -0.6489600043 -0.3953309884 0.1487525318
## 1028 7.753298987 4.478096836 0.1764296615 -0.7314718877 -0.2977113571
## 1029 8.362471351 4.436762836 0.0696767691 0.6131036509 -0.0521205790
## 1030 8.050163477 2.597455841 0.0361075525 1.1187376002 -0.2417269869
## 1031 8.529900341 3.175388180 0.1617150160 0.3776152945 -0.4591733527
## 1032 8.727185040 3.513256861 0.2212670672 0.3943660025 -0.4249687725
## 1033 7.964221165 2.576308995 -0.0079741512 -0.0432113593 -0.3097586179
## 1034 7.495120843 2.346545030 -0.1829981827 0.3094062199 -0.4364417970
## 1035 8.105718363 3.645351946 -0.0817374986 -0.1361570610 -0.4721351609
## 1036 6.821677525 2.754165016 -0.0644973936 -0.6365956239 -0.5406666210
## 1037 6.139737792 2.258957858 -0.1912841491 -0.3402050498 -0.8993780122
## 1038 5.624173522 1.636873251 -0.3747599601 0.3372114995 -1.6413673451
## 1039 5.268809374 -2.649150885 -0.7715155283 3.0277540742 -3.8404556146
## 1040 5.297108487 -3.870424590 -0.7596933315 2.8881315643 -3.7792926342
## 1041 5.546101228 -3.269896170 -0.5794877336 2.2573420032 -3.4397700135
## 1042 6.050898521 -1.003778925 -0.2500251801 1.4298712800 -2.6313540004
## 1043 6.759175527 1.602600583 -0.1128686610 0.7260567972 -1.5047589544
## 1044 6.028502215 2.759811281 0.0139069654 0.2683556913 -1.0250932547
## 1045 5.103870575 2.714867075 -0.0727353678 0.2104583393 -0.8884484560
## 1046 -6.031227710 1.345981888 -1.1435719314 -1.9721137247 -0.7165100848
## 1047 -5.830434383 1.429234633 -1.1151271661 -2.4689090251 -0.5595383997
## 1048 -4.849182801 1.722677928 -1.1139016866 -2.6269431820 -0.4021153052
## 1049 -2.379704700 1.983596391 -0.7569020314 -1.0513397611 -0.2867465854
## 1050 -1.812911149 2.120755640 -1.0878284154 0.1408644038 0.0563427090
## 1051 -0.433477175 2.301397394 -0.8690740163 -0.2329876758 -0.2205663108
## 1052 0.242806317 -1.220975270 -1.3253459520 -0.2453599087 2.7309736904
## 1053 1.038579324 -6.220575212 -1.6217217005 -0.5921356213 2.9604914644
## 1054 1.300006907 -13.373474621 -1.8058506486 -0.0808722007 0.1878448060
## 1055 1.271743263 -13.346891094 -1.8335246560 0.4540556803 -0.1320621868
## 1056 1.192228181 -13.425385010 -1.7184032044 0.4016375144 -0.1817451907
## 1057 2.062185390 -12.547220377 -1.5175330311 -0.2872608823 -0.0213478436
## 1058 2.294735681 -12.024205946 -1.4829815999 -0.4845378659 0.2325858002
## 1059 2.730133216 -10.415090679 -1.4525398443 -0.0074845862 0.4568855684
## 1060 2.914084726 -9.221272861 -1.0002792964 0.6286016357 -0.3381526345
## 1061 2.873830865 -9.009844020 -0.9715754977 0.2744951532 0.0702968424
## 1062 2.437217345 -10.066569451 -1.3225647309 -0.1494222217 0.5094940098
## 1063 2.287313612 -11.406004726 -1.4838258964 0.0445860696 0.4506250247
## 1064 2.818045788 -10.690240666 -1.6011420741 0.3691729325 -0.2449955502
## 1065 3.208401925 -9.469811047 -1.4960378584 -0.4045493382 0.2623004240
## 1066 3.763422562 -6.875794296 -1.0895512429 -0.8643166554 1.6203102413
## 1067 3.592885877 -5.580041608 -1.0303151488 -0.9621639064 2.3270343702
## 1068 3.260222817 -4.183800454 -1.0218170283 -1.2404549550 2.9203026838
## 1069 3.218815080 -1.505772196 -0.7832256569 -2.4865731536 3.5482083791
## 1070 3.478657050 -0.034396182 -0.5120907728 -2.7251304358 2.8162002659
## 1071 3.250098880 1.288485740 -0.2889288111 -2.5308791597 1.5322814426
## 1072 2.541124554 2.238023863 -0.1218562870 -2.0886843447 0.1807829323
## 1073 1.202137213 2.518181928 -0.1866035826 -2.0160155235 -0.7280146366
## 1074 -0.488900787 2.242021865 -0.2433070667 -1.9162572685 -1.2674977697
## 1075 -2.868110722 1.780874778 -0.4907584938 -1.5734166758 -1.5767265728
## 1076 -5.441212528 1.353258988 -0.8272308934 -0.8242661700 -1.4974302599
## 1077 -5.760589402 1.445404780 -1.0259332762 -1.8184327858 -0.4664253169
## 1078 -5.380255255 1.757743907 -1.2379519974 -1.7545598903 -0.6254168281
## 1079 -4.985836118 1.868720902 -1.1855255887 -1.5057621045 -0.6226582390
## 1080 -4.520839219 1.995134448 -1.1962487248 -1.4025686500 -0.3855673815
## 1081 -3.723904096 2.119462546 -1.0564497469 -1.4879009164 -0.0526004460
## 1082 -2.380686474 2.365818011 -0.9487706870 -1.8385357396 0.0485128629
## 1083 0.559829634 2.790751766 -0.6687002138 -1.7388974194 -0.2885867776
## 1084 1.379426373 3.058490552 -0.6908537105 -1.0278660712 -0.4453173435
## 1085 1.826188098 3.103373630 -0.5653041333 -0.2003920859 -0.4235989789
## 1086 2.103426476 3.168092226 -0.5001453888 0.5046429955 -0.1771350042
## 1087 3.110892223 3.224910753 -0.3841935444 0.7386556983 0.5063566433
## 1088 4.901139147 3.668666640 -0.3591799120 0.6515326443 0.8210231515
## 1089 7.766379812 3.877388426 0.0638065191 1.2381744870 -0.2443857440
## 1090 7.077411549 1.957354630 -0.2081017168 1.2087452851 -0.1671635167
## 1091 7.268047203 1.444013143 -0.1775310345 0.6677856768 -0.0018541989
## 1092 7.855195554 1.612841381 0.0267931602 0.5336402424 -0.2165912307
## 1093 8.418554865 2.818213851 0.1310165820 0.5526958444 -0.5388375561
## 1094 7.552008745 2.078290735 -0.0688948543 -0.1962200084 -0.4581036612
## 1095 7.263990442 2.087338830 -0.1424659582 0.1584124065 -0.4217099213
## 1096 8.165730532 3.122278183 0.0780119433 -0.3033217860 -0.4119857147
## 1097 6.724848405 1.297907659 -0.1769488581 0.3207561078 -1.1654087995
## 1098 4.313516524 -6.346631044 -1.1512247770 3.8883844371 -3.7831281084
## 1099 4.218684832 -7.909765251 -1.1992539085 3.1515701820 -3.0132004902
## 1100 4.255277017 -8.858680309 -1.1735228844 2.1945069177 -1.9039607280
## 1101 4.559369822 -8.232824996 -0.8878162301 2.1049193496 -2.0105630425
## 1102 5.383979843 -5.179721197 -0.3929525894 1.9531056640 -2.2289627778
## 1103 6.494147908 2.251711043 -0.2022627181 -0.4746593146 -1.2094759468
## 1104 5.582548250 2.167720568 -0.2720596158 -0.5204433440 -1.1577255127
## 1105 -4.148219096 1.889441003 -1.0148096881 -2.0718577111 -0.2233081338
## 1106 -3.656491289 1.918777521 -0.9096580535 -2.1369982201 -0.1743415652
## 1107 -1.949032044 2.162353130 -0.6745564807 -0.3696773163 0.0939515065
## 1108 -1.666790762 2.240325774 -0.6166452348 0.5281034264 0.0706889032
## 1109 -2.144672568 2.231787762 -0.8735470498 0.6619224502 0.3456957088
## 1110 -2.065297564 2.180278921 -0.9322704331 0.4323893865 0.3126341982
## 1111 -1.878594259 2.244069191 -1.1153087322 0.0493138236 0.0964214414
## 1112 -1.152823508 2.299554423 -0.8722267000 -0.0041475633 0.2635108146
## 1113 -0.706659369 2.452980248 -0.8508515967 0.4215426569 0.2039649562
## 1114 -0.373524425 2.359546928 -0.7567028162 0.8200704598 0.1695690533
## 1115 -0.835012454 2.352201790 -0.8567796906 0.7185042916 0.0809964032
## 1116 -0.631817266 0.875604914 -1.0914950174 0.0289918472 1.9951139383
## 1117 0.303216770 -3.079896067 -1.5303029286 -0.7697748976 3.3666844994
## 1118 1.104848036 -8.454880279 -1.7212014788 -1.1933940515 2.7967859909
## 1119 1.230435725 -12.240812342 -1.8766850056 -0.8198271534 1.1700573792
## 1120 1.190423948 -13.503962469 -1.7908393033 -0.2887101166 0.0134336010
## 1121 1.172259516 -13.382684720 -1.7627807649 -0.3873093406 -0.1322144305
## 1122 1.216115892 -13.230599392 -1.7461241648 -0.6277977223 0.1294839489
## 1123 1.507366728 -12.991284262 -1.6281150647 -0.6891848115 0.4309112861
## 1124 1.953423890 -12.657364943 -1.5552292623 -0.7875771734 0.6166329343
## 1125 2.385029103 -12.041180773 -1.4499131218 -0.8290240175 0.3911709909
## 1126 2.595570374 -10.683406764 -1.4843559432 -0.5905837441 0.2704926353
## 1127 2.654883540 -10.282563364 -1.5713140697 0.0962666955 -0.0484196192
## 1128 2.647203707 -10.428174629 -1.3683146183 0.3931838117 -0.4077221639
## 1129 2.702750601 -10.056207935 -1.2735021985 0.7419320310 -0.9324718792
## 1130 2.690616296 -9.468852627 -1.1512218180 0.6213752388 -0.8142523605
## 1131 2.308324381 -10.184686432 -1.5165508680 -0.9316174051 0.8768359218
## 1132 2.452459805 -10.383512171 -1.7338017681 -1.3802536634 1.3894397541
## 1133 3.806406515 -2.887118238 -0.8701010732 -2.1439704992 3.1748983800
## 1134 3.523389405 -0.005819492 -0.8037738817 -2.4610292153 2.7522151390
## 1135 3.692644825 2.557598580 -0.4422048663 -1.7047766066 1.2177549908
## 1136 3.483824585 3.433464963 -0.0186294357 -0.2142718068 -0.2170465159
## 1137 2.535130737 3.106800840 -0.1570065400 -0.5306934256 -0.2429291024
## 1138 -3.721526911 1.597673730 -0.5152163832 -2.0033100680 -1.5350494808
## 1139 -5.510332969 1.363857457 -0.7014384363 -2.3295058822 -1.0466439462
## 1140 -5.904574940 1.495373807 -0.9552220538 -2.2958375783 -0.5413370954
## 1141 -5.160939737 1.575558368 -0.8663779751 -2.2061581084 -0.4405990090
## 1142 -3.938659026 1.770501671 -0.8025216292 -1.7053709574 -0.1700986126
## 1143 -3.625782376 1.960300577 -0.9192177701 -1.2221355837 -0.2675173276
## 1144 -3.443070165 2.065807843 -1.0537996389 -0.7958099674 -0.0518470297
## 1145 -2.709025537 2.318898367 -1.0226712070 -1.1626875816 0.0654510051
## 1146 1.025792768 2.775115027 -0.6556032474 -1.1778347292 -0.2147647025
## 1147 2.281359842 3.076610287 -0.6655716011 0.1023192986 -0.2602224857
## 1148 1.555743171 2.922842495 -0.4840751740 0.2668263967 -0.0072325011
## 1149 2.007844407 2.893412765 -0.3689322110 0.7326501220 0.4788028908
## 1150 5.152857665 3.106271545 -0.4283605662 2.7709885844 0.4816390867
## 1151 6.293289330 2.983634454 -0.3886495012 2.5923249393 -0.0623780583
## 1152 6.563464797 2.625448879 -0.3040919932 1.8309423063 -0.6270995268
## 1153 6.343570330 2.438490899 -0.3312739843 1.1465432594 -0.6205330397
## 1154 6.090312175 2.025225625 -0.4107438213 0.6863254909 -0.2318442836
## 1155 6.663802645 1.016805185 -0.3352370102 0.4251822836 0.2738006206
## 1156 7.326029569 1.099681967 -0.2542183007 0.6587339894 0.0633905120
## 1157 7.939113188 2.269077536 -0.1807154047 -0.5778140403 -0.1676222417
## 1158 7.570528083 1.943166424 -0.2342052088 0.3483276981 -0.2310663536
## 1159 7.901694876 2.446449982 -0.2180866125 0.8525132720 -0.3241508774
## 1160 7.827324477 2.274354666 -0.1561983095 0.1060306703 -0.4549882749
## 1161 2.936967525 -10.812773909 -1.5477747876 1.5026178757 -0.9920510715
## 1162 2.851317910 -12.194920271 -1.5679944662 1.7889832980 -1.1185769012
## 1163 3.218638203 -11.851116986 -1.4338547978 1.6182622260 -0.9554778127
## 1164 4.575342147 -8.454927255 -0.7529826895 2.2066630803 -1.8563631861
## 1165 7.044063710 -0.458366836 -0.1772427410 1.1457878969 -1.5564220737
## 1166 7.182128988 1.338553132 -0.2548844281 -0.2298287281 -0.9689637308
## 1167 6.534952089 1.500315535 -0.2952791697 -0.5493918981 -0.7585415761
## 1168 -2.803978275 2.358031878 -1.1822615159 -0.0640534124 0.2951248581
## 1169 -1.636061084 2.268660471 -0.8083915499 0.3760790820 0.2628922600
## 1170 -1.872619006 2.261627521 -0.7988082974 0.3392023954 0.1680850235
## 1171 -2.151709473 2.287941296 -0.7000950889 0.0693200333 -0.0132867811
## 1172 -2.589701785 2.226992783 -0.7213115142 0.0051616927 -0.0134614585
## 1173 -2.660910113 2.186148320 -0.6926793967 0.0514483176 -0.1173366944
## 1174 -2.014376945 2.113345196 -0.8820120819 -0.0213772028 0.0311894917
## 1175 -1.320316605 2.160062972 -0.7638298085 0.1713164154 0.2715026421
## 1176 -0.970166484 2.228547560 -0.7263023375 0.4280022279 0.0582812198
## 1177 -1.059819346 2.124471150 -0.7340984933 0.8049498650 0.0085662740
## 1178 -1.565938535 2.098072029 -0.8136493121 0.8064581990 -0.0486037023
## 1179 -1.675709577 1.900817070 -0.9019479456 0.6653175237 0.7938319235
## 1180 -0.961608555 -0.232886675 -1.2432442236 0.3177280086 2.8111252179
## 1181 0.017234055 -3.944557831 -1.5198801071 -0.6561326023 4.6147503962
## 1182 1.239402550 -10.385937473 -1.8508702935 -1.9588302134 3.4252535090
## 1183 2.380634213 -11.652285271 -1.5508061987 -1.0166322244 0.6991933817
## 1184 2.680640076 -11.196549918 -1.4666866658 -0.5415691009 0.5341260475
## 1185 2.713509496 -10.246285481 -1.5644238417 -0.1042919082 -0.4090332606
## 1186 2.588711735 -10.434726884 -1.5805673080 -0.1169689182 -0.4635207426
## 1187 2.432860894 -11.108962784 -1.4966800032 0.0165931950 -0.6381497791
## 1188 2.523744194 -10.676772482 -1.3265756399 0.2869060399 -1.0108506219
## 1189 2.396550476 -9.506008036 -1.4843510141 -0.4555621192 0.2132162573
## 1190 3.119661420 -6.080498850 -1.5227879745 -2.2857023107 2.8859930172
## 1191 3.798892629 -3.255037337 -1.1671291897 -2.2523225855 3.0377462758
## 1192 3.770498870 -1.002846723 -0.8977428389 -1.8572483762 2.7159828149
## 1193 4.142608679 2.204210147 -0.4747502711 -1.9452609712 1.2650243083
## 1194 4.436515930 3.209255569 -0.3036941383 -1.9136519379 0.3341238684
## 1195 4.514956574 3.766720351 -0.2943030421 -1.3262974163 -0.0978356439
## 1196 4.671160335 3.942713667 -0.1659909139 -0.0391039206 -0.0787974157
## 1197 4.269584541 3.716205942 0.0314253255 0.3460135751 -0.2225440844
## 1198 3.643926007 3.478904837 0.0699561295 0.3949514093 -0.2843163378
## 1199 2.285361375 3.156718031 -0.1368671483 -0.5191646012 -0.1718275720
## 1200 -0.789554436 2.236328200 -0.1583610630 -2.7723477793 -1.1874065245
## 1201 -2.242816414 1.936994545 -0.2504639298 -3.3090625131 -1.1977250570
## 1202 -2.713860470 1.983517033 -0.7758488475 -1.8386413146 -0.4670739923
## 1203 -2.412627624 2.256291359 -0.8949011280 -0.6007664391 -0.3058406091
## 1204 -0.145918494 2.814472961 -0.8621964360 -1.1788091895 0.1041870618
## 1205 1.339944543 2.947968607 -0.5984636223 -0.7935528906 0.0557341166
## 1206 2.422857847 2.861569629 -0.4895913559 0.1310547797 0.1128957269
## 1207 2.023874304 2.836396033 -0.5083379192 -0.2596007210 -0.2704320267
## 1208 2.760309983 2.423429196 -0.7052951062 1.7577979171 0.6545001829
## 1209 3.826163537 2.133634749 -0.7238812927 1.9432810600 0.7366341866
## 1210 7.096965294 1.010389378 -0.5275243772 0.8198346743 0.2184569997
## 1211 7.626822408 1.363792114 -0.3908271772 0.6814451194 -0.3203746564
## 1212 8.021527150 1.974299607 -0.2924977468 0.4383534827 -0.4988027595
## 1213 8.277371085 2.460368731 -0.3664881466 -0.1880418485 0.0046665357
## 1214 7.429297291 1.843714663 -0.3555665506 0.4653882713 -0.1894516303
## 1215 7.739756143 1.822623871 -0.2725510719 0.5238023938 -0.1412824440
## 1216 5.730007579 -2.181244722 -0.6092407180 -1.5472982028 1.0954108401
## 1217 4.108464446 -6.198043048 -1.1606229220 -2.1780934875 1.9988984525
## 1218 3.011252023 -10.134925053 -1.5788724944 -1.8265073003 1.7446906162
## 1219 2.572257472 -13.090762306 -1.5117889102 0.7116166144 -0.4164982120
## 1220 4.636327215 -8.213804702 -0.9187993097 2.2034832075 -1.8479533913
## 1221 6.072600520 -4.171539091 -0.6159504047 2.9653718974 -2.5041865715
## 1222 6.919715536 -1.020230824 -0.4814073474 2.0712073214 -2.1240289408
## 1223 6.172100014 0.764689967 -0.4344837603 -0.6592824638 -0.8928225253
## 1224 -3.350522493 2.417217085 -1.2964396055 0.9110523948 0.4963684828
## 1225 -2.542753241 2.404681331 -1.1216929658 0.6809090834 0.2703420914
## 1226 -2.345538828 2.302326780 -0.9985062209 0.2470851690 0.0421644656
## 1227 -2.248256069 2.431317165 -0.9770616068 -0.0024266084 -0.0430433378
## 1228 -2.389187424 2.407645523 -0.8811212077 0.1026178597 -0.2220488454
## 1229 -2.606108288 2.022564309 -0.7209531222 -0.1064339966 -0.2463675782
## 1230 -2.315552177 1.938365255 -0.6791359966 -0.1691397200 -0.1770469497
## 1231 -2.383777675 1.872784638 -0.6255688944 0.3990558967 -0.2723341804
## 1232 -2.755832257 1.938204022 -0.6066423162 0.6917762855 -0.2073524341
## 1233 -2.728261383 1.987276308 -0.6321720726 0.9624637819 0.1871485522
## 1234 -2.592842075 1.277519698 -0.9702915922 1.2714969834 1.2478277922
## 1235 -2.066180365 -0.359619759 -1.4010713016 0.8337606290 3.4752003241
## 1236 2.052141360 -8.715487732 -1.7267438528 -1.7531487087 3.0960453113
## 1237 3.165442745 -9.923264905 -1.3957082629 -1.2966715942 0.7808732096
## 1238 2.828501923 -10.271151332 -1.4515151198 -0.2085107157 0.1489427374
## 1239 2.706560317 -11.025047616 -1.6409453422 0.1899385606 -0.3467259192
## 1240 2.728801084 -8.950735439 -1.4311635550 -0.6445609160 0.8291231665
## 1241 2.953770313 -6.563086465 -1.2375969056 -1.5214706680 1.6398548321
## 1242 3.461949842 -3.737732595 -1.2314076515 -2.0601345446 2.6077669961
## 1243 4.399509647 0.971584882 -0.6131630606 -1.7298789366 1.7028114321
## 1244 5.028593816 4.070395221 -0.4190620248 -0.5705675019 0.1038704014
## 1245 5.066760668 4.252703381 -0.1749896304 -0.1272022169 -0.3782951989
## 1246 4.463113509 3.914890360 -0.1769803176 0.0981745196 -0.3183428742
## 1247 3.847271305 3.491086890 0.0465393266 0.2795942382 -0.3557918707
## 1248 3.195306178 3.162974592 0.0550591232 0.3224398335 -0.3608967413
## 1249 2.729415734 3.173412445 -0.0128430060 0.1697674648 -0.3041342080
## 1250 -0.858979018 2.557831550 -0.6209359229 -1.1738182580 -0.2708204630
## 1251 -1.409695698 2.465187868 -0.6947489575 -0.7190043558 -0.1797845144
## 1252 -0.663148025 2.578806986 -0.8383260861 -0.3352348699 0.0774324504
## 1253 0.651815498 2.932553587 -0.7841656762 0.1550352425 0.5475918240
## 1254 1.803378762 3.121963358 -0.6515212778 0.2002361660 0.4835854571
## 1255 2.309157646 3.068441194 -0.6162821738 -0.1253010347 0.1957602078
## 1256 2.394077408 3.004307246 -0.5804946579 -0.1048495727 0.1308962480
## 1257 2.258936016 3.037416260 -0.7080841544 0.1168389506 -0.1220728696
## 1258 1.735279571 2.843426144 -0.5632912195 0.2692261400 -0.3815878951
## 1259 0.984227910 2.693318149 -0.6445949831 0.4643954947 -0.4724570158
## 1260 0.667694021 2.304683084 -0.7075193060 0.4123403571 0.2238325935
## 1261 1.204754317 1.926804040 -0.6717913031 0.4451155039 0.6417533774
## 1262 2.045226605 1.594941212 -0.7086305205 0.8837452050 1.1005166790
## 1263 5.566897602 1.241033729 -0.4998056371 0.2571759994 0.0877287715
## 1264 5.712354259 1.040643531 -0.6139857353 0.4035622368 0.3792905952
## 1265 6.247106943 0.727991741 -0.5906591298 0.6269416439 0.4493647586
## 1266 7.673180287 1.387186975 -0.3882459574 0.7743879388 -0.2695183061
## 1267 7.367165781 1.543844001 -0.4636532319 0.2912951343 -0.2746711527
## 1268 7.436260039 1.377809416 -0.4855601403 0.3315366969 -0.1788337050
## 1269 7.301058706 0.996040041 -0.3458794303 -0.1157201876 -0.2524514972
## 1270 6.342227543 -0.316683211 -0.5426934934 -1.1238503603 0.5155734131
## 1271 4.906223275 -3.231880008 -1.0158137035 -2.0279500572 1.6597832766
## 1272 3.609066235 -7.210726219 -1.5374951929 -2.4558612617 2.3448893336
## 1273 2.136155022 -13.201015911 -1.8507597676 -0.4786725196 0.6090057654
## 1274 2.972267288 -12.425130573 -1.5138835245 0.4177869491 -0.1938669923
## 1275 3.707766885 -10.657852530 -1.2963527389 1.2127666447 -1.0721012779
## 1276 4.844639489 -7.762442451 -1.0551286875 2.2422723551 -1.8919579319
## 1277 6.117266265 -4.040897490 -0.6708715784 2.2380335703 -1.9508161735
## 1278 6.987867030 -1.166428506 -0.4652714961 1.0724853311 -1.4650804937
## 1279 6.870202084 0.123264501 -0.4068156608 -0.3151810381 -1.1819885309
## 1280 -3.997447241 2.175548051 -1.1953659044 1.5877004746 0.7681277042
## 1281 -2.702797801 2.403678066 -1.1097448015 0.6337502182 0.2807506955
## 1282 -2.596014903 1.996374017 -0.9275683853 0.0709724811 -0.0722378243
## 1283 -2.253830372 1.930727959 -0.7077696656 -0.2383954723 0.0053142342
## 1284 -2.052754955 1.923488118 -0.7062004035 -0.3587066458 -0.0324293672
## 1285 -2.034370802 2.012329250 -0.9183445253 0.3084611331 0.0301735104
## 1286 -2.517520573 1.847637174 -0.7674469350 0.7456655831 0.0801319204
## 1287 -3.102930853 1.602231153 -0.6141285075 0.7312836266 -0.0465997139
## 1288 -4.445303677 1.782080326 -1.2624422376 1.5183555037 0.5523222211
## 1289 -3.325324972 1.345614073 -1.5492858560 1.5656427954 2.3086813143
## 1290 -0.732173958 -1.006664634 -1.7232717297 0.4691156693 3.9862390406
## 1291 1.768264226 -4.712103930 -1.7046937392 -0.8145846038 3.6943130743
## 1292 3.309233872 -7.770500838 -1.4660188968 -1.5130471820 2.1677521776
## 1293 3.767187974 -8.626201136 -1.1359460289 -1.1089937937 0.9742473444
## 1294 3.650856807 -8.337246756 -1.0615884547 -1.1832181697 0.8581723040
## 1295 3.377545315 -8.144813940 -1.0712725195 -1.2914612526 1.1788937957
## 1296 2.700490081 -10.351049788 -1.3841161241 -0.3180315643 0.4196570215
## 1297 2.626983092 -10.301068901 -1.5041516119 -0.5202390070 0.9477672648
## 1298 2.821227110 -8.931416217 -1.4033697585 -1.6593149295 2.2170523129
## 1299 3.870669941 -2.416286918 -0.8053774905 -3.8903148886 3.9166496754
## 1300 4.496348877 0.137127115 -0.7201577580 -3.3009397102 2.6712747841
## 1301 4.979783731 2.000608864 -0.3798590822 -2.2669411547 1.2583459540
## 1302 5.179903261 3.170918905 -0.2352855095 -1.4165495024 0.4137026075
## 1303 5.070552315 3.623655392 -0.2470972150 -1.0413299463 -0.0008424097
## 1304 5.325296269 4.049361869 -0.3414312456 -0.4699085101 -0.0128146810
## 1305 5.566766528 4.204096493 -0.4666107481 -0.2270390311 0.0709330917
## 1306 5.829166352 4.232684384 -0.1318761512 0.1135224326 -0.0792239740
## 1307 5.689541556 4.132052803 -0.0871238900 0.1281296945 -0.1128001400
## 1308 5.282681867 3.977983846 0.0283096496 0.1995024138 -0.3040786124
## 1309 3.951801070 3.317725586 -0.0065136851 -0.0030504686 -0.3196283201
## 1310 2.670941311 3.522265909 -0.2332178468 0.0493408165 0.0720794420
## 1311 2.674153462 3.559469425 -0.3488928073 0.1088379934 0.0365003696
## 1312 1.246783806 2.893942958 -0.3412337324 -0.8753691678 -0.6342334984
## 1313 0.276445268 2.789433667 -0.6209981117 -0.7039539188 -0.4999298648
## 1314 -0.734304862 2.658900815 -0.7805806043 -0.5143366523 -0.4481234568
## 1315 -0.478760932 2.599600979 -0.7680721506 -1.2917933017 0.0995812838
## 1316 0.197512196 2.736960044 -0.7667315012 -0.9280230093 -0.0422374200
## 1317 1.852922724 3.042100378 -0.6406901849 -0.0523062427 0.0062762048
## 1318 2.454915282 2.970352014 -0.5541685543 -0.0903662181 -0.3574884241
## 1319 2.468090891 2.891500204 -0.4798350853 -0.1096359395 -0.2200326199
## 1320 1.772599705 2.551986666 -0.4402572157 0.4033576574 -0.3876074970
## 1321 0.573029270 2.285247216 -0.6679670203 0.1550143961 -0.1243052105
## 1322 0.676700739 2.398682834 -0.6777346696 -0.1436403024 0.0207581133
## 1323 0.946009472 2.385572527 -0.6029165230 -0.2182969408 0.0274414012
## 1324 2.353245628 1.577167250 -0.6328017876 0.2909121084 0.9439814122
## 1325 3.793451734 0.985813766 -0.6850256849 0.3891346838 0.8619248452
## 1326 5.048146974 0.657028619 -0.6500271372 0.3750401481 0.0185841924
## 1327 5.394321661 0.788639457 -0.5419494135 0.1903994242 -0.6210334039
## 1328 5.383987190 1.109292263 -0.4340257747 0.1234672443 -0.6658312196
## 1329 6.267824253 0.449674312 -0.4708299655 0.4380455606 0.4908493751
## 1330 8.055120435 2.227590375 -0.3352085475 0.1651112122 -0.2904420765
## 1331 7.590136070 1.685170772 -0.3038703691 -0.2137187189 -0.3976576942
## 1332 6.690625238 0.223943057 -0.4242141266 0.3521659013 -0.6179334448
## 1333 5.592423379 -2.077199906 -0.7516934110 0.3368834284 -0.9334274966
## 1334 4.431968553 -5.688832411 -1.2587280146 0.2383521603 -0.6320331636
## 1335 3.149477265 -9.917787213 -1.7237206033 -0.4408207733 -0.1689474993
## 1336 2.837829180 -12.376740589 -1.6075611101 -0.4571824724 0.5337651897
## 1337 3.513231784 -11.100249238 -1.4367261636 -0.9075669041 0.8299501111
## 1338 5.339140899 -6.140709508 -0.9449160374 0.0816677473 -0.0420072535
## 1339 6.558359376 -3.069836924 -0.7217151422 0.9449567082 -0.7662728126
## 1340 -6.572150576 1.759758237 -1.6569939669 1.2718613676 0.4368733637
## 1341 -5.761667979 1.962018084 -1.5547106350 1.4515175768 0.5738920591
## 1342 -4.622772973 2.036951399 -1.3452919317 1.3447034253 0.7598640389
## 1343 -3.701934148 2.313511089 -1.3849103475 1.0234636724 0.5483887280
## 1344 -3.086005541 2.344835537 -1.3293249196 0.6089365260 0.1167993767
## 1345 -2.952681585 2.241163736 -1.2459702463 0.2896520397 0.1277945583
## 1346 -2.504157360 2.030438648 -0.8188671556 0.2322632829 0.3743347304
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## 1348 -2.517139979 1.809078166 -0.9332002595 0.7079397464 0.0565819091
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## 1350 -3.330127825 1.923733673 -1.1668689876 1.0513884412 0.1343294906
## 1351 -4.054638551 1.788787057 -0.8642618112 0.7299405726 0.3759729016
## 1352 -5.709095513 1.583249333 -1.2817827144 0.7984151390 0.0377090599
## 1353 -6.304493276 1.713943510 -1.5244295982 1.0394873999 0.0511024196
## 1354 -3.050069126 1.075144001 -1.7380360275 1.4102059411 3.1987028492
## 1355 0.332724242 -1.500074710 -1.5997346152 0.3233933768 4.0682731569
## 1356 2.836754432 -4.356814670 -1.2738173006 -0.7512303293 3.3431839914
## 1357 3.468635289 -5.781319382 -0.9583678288 -0.7607858186 2.3412995291
## 1358 2.842032733 -5.960772510 -0.9900282151 -1.2467358807 3.0270219359
## 1359 2.189139374 -9.068120845 -1.3253444160 -1.5574635007 2.4901544383
## 1360 2.899251608 -6.009519409 -1.0766909296 -2.7700115075 4.2799543791
## 1361 5.508787222 3.435511590 -0.2326985782 -1.1625245724 0.6472536001
## 1362 5.798076028 4.214306915 -0.1127428054 -0.2520136232 -0.0683784326
## 1363 5.730480254 4.259846035 -0.2781626083 -0.1235543865 -0.1093752943
## 1364 5.632771860 4.295871822 -0.4412247439 0.0175608157 -0.1704154326
## 1365 5.037214566 4.054592826 -0.1639855953 0.0873540687 -0.0862079744
## 1366 3.608607194 3.428073518 -0.1139709067 -0.6969074773 -0.1298425011
## 1367 2.958321010 3.597884377 -0.2995950711 -0.6647606469 -0.1334351265
## 1368 2.922723331 3.658878374 -0.3928122729 -0.7900166965 -0.3029467186
## 1369 2.490264726 3.327642408 -0.3771169359 -1.0556644728 -0.7108071706
## 1370 1.444393318 3.147622504 -0.4864986810 -0.9922715219 -0.8592204272
## 1371 -0.727686418 2.941290781 -0.8471799666 -0.3641292330 -0.3000495593
## 1372 -0.401508049 2.860945375 -0.9130258833 -0.3250584622 0.2850983737
## 1373 0.838136556 2.682861160 -0.6403303274 -0.4753206087 -0.4174802768
## 1374 1.265143311 2.552599256 -0.5426222172 -0.2488960655 -0.3398442814
## 1375 1.903116055 2.550362679 -0.6035152460 0.0669343158 -0.4277823326
## 1376 2.541199869 2.399985567 -0.6160596844 0.3266830291 -0.6185609219
## 1377 2.670496219 2.371859880 -0.5886558153 0.2568366582 -0.6722624836
## 1378 2.414730295 2.234516768 -0.5944024959 -0.0351666101 -0.8686954895
## 1379 1.740059329 2.218846583 -0.5068724648 -0.3346368948 -0.8318470996
## 1380 0.994126704 2.371873997 -0.5605036915 -0.6827620219 -0.0596061571
## 1381 5.370444811 0.177437597 -0.5675822864 0.0906743984 -0.2809668037
## 1382 5.568354997 0.480306691 -0.3820887979 -0.0174319333 -0.4299303360
## 1383 5.560310755 0.901052594 -0.3231159743 -0.1693721068 -0.2808043650
## 1384 5.327590037 0.803657434 -0.3351665051 0.0005826324 0.0554856636
## 1385 5.756590075 0.564061223 -0.4931649922 0.2634284553 0.3662033031
## 1386 6.549197392 0.257320648 -0.4495715179 0.4603861151 0.2743799640
## 1387 7.654772873 0.857405638 -0.2080198282 0.6671937229 -0.7884766256
## 1388 7.401192968 1.569082883 -0.2645199435 0.6190579608 -0.1744563353
## 1389 6.965241855 0.623934265 -0.2459832637 0.7467127253 -0.2433075136
## 1390 6.806231927 -0.283640629 -0.3539325110 1.1225303032 -0.8381834999
## 1391 6.408609837 -2.298887925 -0.4935103763 1.8029612735 -2.6187336356
## 1392 5.491136870 -3.848360841 -0.7254858086 1.4213341016 -2.3848910643
## 1393 4.482576292 -6.271793187 -1.0907903643 0.7240034009 -1.3725066903
## 1394 3.573662328 -9.240991132 -1.5313991919 -0.1546655442 -0.3753317674
## 1395 3.212388655 -10.960044960 -1.3449470760 -1.3513910791 1.2789449480
## 1396 4.255198195 -9.029253949 -1.1279735997 -0.4665830242 0.4011746463
## 1397 5.911553155 -5.118574709 -0.9664759380 1.2271364264 -0.9350972147
## 1398 7.007106525 -3.305713439 -0.6717705633 1.2303058376 -1.1034990581
## 1399 -7.521866876 1.576908389 -1.8603320300 1.1055680270 0.2670089298
## 1400 -6.527216794 1.690004772 -1.7105762233 1.4798663682 0.6632303227
## 1401 -5.415659751 1.903587047 -1.6487626858 1.5388583356 0.6772740637
## 1402 -4.586306892 2.022634238 -1.5354500178 1.4259088183 0.3782714957
## 1403 -4.244330180 1.927074042 -1.1928356067 1.6735651390 0.4640470523
## 1404 -3.957718015 1.925622501 -1.0548182030 1.8694852045 0.6103416306
## 1405 -3.688416193 2.007900939 -1.0713204450 1.5636714036 0.6423707346
## 1406 -3.590291229 1.814815251 -1.2406661247 1.1920201527 0.4285594066
## 1407 -3.904123265 1.727735447 -1.2687266801 0.9716604268 0.0648534205
## 1408 -4.429199964 1.765806859 -1.3709475763 0.8188652878 0.0476616497
## 1409 -5.391883707 1.687495357 -1.2462315909 0.5458754378 0.0254477338
## 1410 -6.349497075 1.452703201 -1.4773835086 0.2375344061 -0.3089167726
## 1411 -7.013313123 1.525457269 -1.5546163938 0.2837807396 -0.4104719104
## 1412 -7.161476514 1.803834059 -1.7985730159 0.7537402454 0.0022261727
## 1413 -5.346196825 1.873493587 -1.7636975057 1.6158351929 1.7278040087
## 1414 -2.230979499 0.759263433 -1.6549262046 1.8258037517 3.5719325173
## 1415 1.940393783 -2.611710353 -0.8063492700 0.2966916657 3.5610318292
## 1416 2.586318278 -2.344044416 -0.6436074728 -1.0041116064 2.9754043985
## 1417 2.555620134 -3.519017288 -0.7562461199 -2.0325128254 3.6969764593
## 1418 2.715512054 -2.933135262 -0.8485645469 -3.5881066607 4.4115356276
## 1419 3.506858230 -0.928274545 -0.4857460539 -3.2119757876 3.6052403196
## 1420 4.142084280 1.231215889 -0.4104913026 -2.2499237227 2.3977576228
## 1421 5.389147357 3.998051257 -0.3065371458 -0.4762494369 0.5061300663
## 1422 5.833495734 4.271371908 -0.0704868231 -0.0397225444 -0.0437846943
## 1423 5.961786891 4.203651550 0.0533181929 0.3964160174 -0.0892809603
## 1424 5.570816786 4.203295219 -0.2915430506 0.1919817859 -0.1009404667
## 1425 5.280713227 4.080645645 -0.1705982052 0.3101828304 -0.0142362065
## 1426 5.056607569 4.115689168 -0.2727833139 0.2919654425 0.1966006364
## 1427 4.992246383 4.100462267 -0.0918640950 -0.0039808260 0.2051659754
## 1428 4.910429202 3.951759081 -0.1125544955 -0.2598477656 0.1723105477
## 1429 4.507160313 3.830850799 -0.1083992720 -0.3473862815 0.0199392956
## 1430 3.866973773 4.043126065 -0.3971101408 -0.6411108583 -0.1008026003
## 1431 3.846259418 3.995095971 -0.3997437338 -0.9033770081 -0.1990657982
## 1432 3.787046219 4.060804667 -0.4446479088 -1.0141922327 -0.1367957728
## 1433 3.777535272 3.874649587 -0.3286868039 -0.7491082723 0.0948876744
## 1434 2.591973457 3.391363572 -0.4466480583 -1.1966192732 -0.4647200095
## 1435 1.179759601 3.150952685 -0.6226958486 -1.2129863640 -0.7904702657
## 1436 -0.260025461 2.765593280 -1.0288747165 0.4891710783 -0.0172318184
## 1437 0.447634195 2.572335218 -0.9775291812 0.7987682547 0.0662095177
## 1438 1.293690210 2.304327232 -0.7757195686 0.4139941550 -0.3419660236
## 1439 2.076484937 1.820061573 -0.5657594478 0.0898628614 -0.6181637597
## 1440 2.504678747 1.524510491 -0.5333833779 0.1313178810 -0.7683274688
## 1441 2.849636009 1.466557517 -0.5496705388 0.2268040733 -0.7028339863
## 1442 2.738420745 1.545268745 -0.5524529392 0.1723142287 -0.6838913307
## 1443 2.248585766 1.704781982 -0.4860144081 -0.1010656324 -0.8351519557
## 1444 1.844702013 1.937816414 -0.5685136346 -0.5421002125 -0.5830221769
## 1445 1.954718099 2.280014705 -0.5379851586 -0.1740632595 -0.3974021606
## 1446 3.788232541 0.463385142 -0.7652038128 0.5708271023 1.1608028694
## 1447 4.977990701 0.048071190 -0.6237778667 0.5545825672 0.6096204414
## 1448 5.677338439 0.608667368 -0.2787371086 0.0916254995 -0.5117855378
## 1449 5.333695563 0.784446556 -0.2931915516 -0.0449517695 -0.3269618460
## 1450 6.949915803 0.690965011 -0.2501225634 1.1884927150 -0.1075967295
## 1451 6.747305334 0.605996676 -0.2738614585 1.4278591156 -0.4937974774
## 1452 6.461107716 0.031050761 -0.2896656006 1.7503798666 -1.0090951822
## 1453 6.170861469 -1.332946752 -0.4198603131 2.0320763387 -1.5074745707
## 1454 5.970474898 -2.936764082 -0.5760958607 2.3219793956 -2.1104431059
## 1455 5.775402409 -5.826405343 -0.6549905977 2.2237595581 -2.6846319887
## 1456 5.278046697 -6.366654452 -0.7430610185 1.0050308768 -1.5909555274
## 1457 4.672185295 -7.137659410 -0.8936392280 -0.4098245080 0.2784210720
## 1458 4.158841331 -8.438826878 -1.1630898467 -1.4072859420 1.5200841865
## 1459 3.903156049 -10.073715526 -1.2143966836 -1.9462320717 1.0825294664
## 1460 5.332573789 -6.874041634 -1.0810074373 1.1055963517 -1.0679556005
## 1461 6.340677885 -5.354333084 -0.8285439080 1.2968357866 -0.7307207729
## 1462 -8.246675394 1.210566345 -1.9317502254 0.5068780569 -0.1157522522
## 1463 -7.586949018 1.328929062 -1.7948888078 0.7319947928 0.1519318845
## 1464 -6.769289939 1.499670475 -1.6937191991 1.1674521833 0.3665109478
## 1465 -6.098263179 1.601525748 -1.6386507033 1.5985688888 0.1756965260
## 1466 -5.995704112 1.701280412 -1.4954023676 1.8478941307 0.2591321659
## 1467 -5.820222955 1.733743077 -1.3480259915 1.6337702665 0.4440852234
## 1468 -4.921313897 1.728768068 -1.2287455374 0.7250441495 0.3902777546
## 1469 -4.891427709 1.587299351 -1.1296327756 0.4114409669 0.0015324641
## 1470 -5.379393628 1.684218702 -1.4079848350 0.4392000810 -0.2286470544
## 1471 -5.842678389 1.767696384 -1.4698725766 0.6956035332 -0.2788652110
## 1472 -7.093139583 1.791455212 -1.7256798042 -0.5957911010 -0.3127679793
## 1473 -7.414438520 1.804186956 -1.9718121943 -0.5147511813 -0.3146111887
## 1474 -4.455594035 1.485586840 -1.4730482534 1.4469493861 1.5548031534
## 1475 -1.604008885 0.841080615 -0.9877371385 1.3856703987 2.4067498624
## 1476 0.537015658 0.166895675 -0.6835675462 0.1670533740 1.9897191390
## 1477 1.764199645 0.333553012 -0.4022920346 -0.9556949838 0.9535298543
## 1478 2.281439815 0.780377127 -0.2540680035 -1.4503104341 0.7558113251
## 1479 2.875038294 1.131372553 -0.4004994697 -1.8033334913 1.5202441710
## 1480 3.188803708 0.916857193 -0.4896612033 -2.4494707171 2.1285461557
## 1481 3.468369943 1.206101668 -0.5099053139 -2.7510951323 2.2201056304
## 1482 3.826859825 2.131941164 -0.2912627374 -2.2448306552 1.5684432163
## 1483 4.361004162 3.125293404 -0.0631626725 -0.9660081548 0.5921610432
## 1484 5.417478458 4.375398626 -0.2153414604 0.3850654246 0.2674373928
## 1485 5.719560210 4.196903617 -0.0100027113 0.0711266199 -0.0324661832
## 1486 5.465454506 4.200723777 -0.0935518303 0.1412174413 0.0859054225
## 1487 5.328886387 4.278544298 -0.2334187429 0.4845259535 0.1980618312
## 1488 4.855411267 4.314087483 -0.3907199981 -0.1261182371 0.0147499551
## 1489 4.960712388 4.368459582 -0.2927528719 -0.1458186178 -0.0913402992
## 1490 4.729721285 4.138065936 -0.2215186566 -0.1575385598 -0.1537969439
## 1491 4.574478363 4.117671248 -0.2646763975 -0.3569471720 -0.0934566403
## 1492 4.578786591 4.192267046 -0.3862611723 -0.5168581972 -0.0076708999
## 1493 4.439518336 4.295087304 -0.4790294571 -0.3597553480 -0.2466413200
## 1494 4.262382844 4.162364058 -0.4394613343 -0.2231234978 -0.1465727686
## 1495 4.077227639 4.106389220 -0.4776470031 0.0683146497 -0.1097626709
## 1496 3.821199493 3.781700111 -0.4557244589 0.2844818335 -0.1345074397
## 1497 3.027698716 3.591018990 -0.5148769426 0.2313164500 -0.3329590669
## 1498 0.294492322 2.919320755 -0.6829679682 -0.3004864346 -0.6890154187
## 1499 1.066040073 1.567640565 -0.9100449817 0.4123266920 0.1430781616
## 1500 2.100792015 0.971685625 -0.7554907895 0.1407997796 -0.3939785038
## 1501 2.643123425 0.715712195 -0.6531804033 0.0386724280 -0.5131610364
## 1502 2.915615062 0.787275294 -0.6747871180 0.1294880284 -0.4037700633
## 1503 2.810589105 1.052724634 -0.7165641899 0.0895438585 -0.2451399833
## 1504 2.696579976 1.506693915 -0.6225706994 -0.2246872295 -0.3487838460
## 1505 2.633994210 1.980012891 -0.5598764548 -0.5951891102 -0.2660550590
## 1506 2.632170024 2.317290863 -0.6248215379 -0.8133202677 -0.2047614170
## 1507 2.631970211 2.215951273 -0.6294574943 -0.4171311722 -0.2743895830
## 1508 2.805905684 0.916619303 -0.7220086009 0.4643856956 1.2579362524
## 1509 3.881477683 0.229872874 -0.7658302044 0.8928345983 1.1433060145
## 1510 5.280161897 0.288904325 -0.6387055408 0.7044717549 0.0419376952
## 1511 5.184770722 0.739036816 -0.6323835050 0.2295254394 -0.2457118086
## 1512 5.260456510 0.831904488 -0.6380287928 0.1799064777 1.0664301019
## 1513 5.246149610 0.087832317 -0.7030973865 1.3834634833 0.8381472757
## 1514 5.312391945 -0.567265266 -0.7173419795 2.0035742043 -0.2644631415
## 1515 5.244550917 -4.099459343 -0.9842888815 1.7761488287 -2.0240221005
## 1516 5.129664147 -5.714275212 -1.1226706443 1.4277841912 -1.2440247929
## 1517 5.159146876 -7.660033350 -1.1221725793 1.1122122327 -0.5264683093
## 1518 5.005489737 -8.202814368 -1.0555287081 0.5060737018 -0.9542733238
## 1519 4.826384333 -7.185516377 -1.0016043103 -0.1842205463 -0.3773913129
## 1520 5.180083443 -7.982777318 -0.9501261472 -1.0509374984 0.1797967646
## 1521 5.189427434 -8.132787234 -0.8112321193 -0.7772173192 0.0510571289
## 1522 4.795243670 -8.862936106 -0.9781847886 -0.5377570560 0.1781834013
## 1523 5.523604780 -6.920959884 -0.8871937171 0.9849606210 -0.6244490114
## 1524 -8.440845708 1.133088451 -1.7352041400 -0.2863289149 -0.1831043833
## 1525 -7.883438808 1.245935306 -1.6704486316 0.2773132816 0.2291301060
## 1526 -7.546241975 1.242760724 -1.6173869945 0.5412879041 0.1677169684
## 1527 -7.630982659 1.164370190 -1.7255078185 0.6799830881 -0.0044704218
## 1528 -7.763489140 1.325246767 -1.8135235918 0.6149288444 0.1000877362
## 1529 -7.609437805 1.428885871 -1.7470993824 0.7041825392 0.3799144330
## 1530 -6.747347426 1.781379831 -1.4292161824 0.7081362675 0.4967458818
## 1531 -5.728290223 1.641574796 -1.1815064780 0.5947761866 0.2849745780
## 1532 -5.936302457 1.507114115 -1.3559480568 0.4503862436 -0.1071825342
## 1533 -6.674165855 1.586061208 -1.6809024846 0.3112751013 -0.2092032955
## 1534 -7.040774683 1.708248987 -1.8121293439 0.1842722448 -0.0751643507
## 1535 -7.068460572 1.661521208 -1.8026279691 -0.3559376765 -0.2516107107
## 1536 4.118752608 2.980803450 -0.1330219442 -1.8557772801 0.5567431887
## 1537 4.906125309 3.970656214 -0.0653803188 -0.6581937923 -0.0612016059
## 1538 4.782732311 3.814674042 0.0606110164 0.0512926335 -0.3318764079
## 1539 4.750228247 3.924814009 -0.0009815650 0.2513960950 -0.2288592302
## 1540 4.933332858 4.021295306 0.0784922629 0.5372515420 0.0133418438
## 1541 5.169992389 4.088013844 0.0708818778 0.5534230689 0.1345434863
## 1542 5.331024844 4.077614333 0.0789771994 0.3210213875 0.2219015601
## 1543 5.274905080 4.165466336 0.0235427490 -0.0014535777 0.1009991687
## 1544 5.103726577 4.093340469 -0.0155426857 -0.0537167771 -0.0898361616
## 1545 4.902569444 4.137487935 -0.0897994869 0.1921987812 -0.0393635835
## 1546 4.669812636 4.061116245 -0.0742902540 0.5376880780 -0.0274458161
## 1547 4.696786430 4.074104934 -0.0955307277 0.2635529481 0.0734472531
## 1548 4.751889409 4.210639341 -0.1791723647 0.1068103017 0.0530390279
## 1549 5.073028082 4.300588600 -0.2253883220 0.0238787671 0.0258677489
## 1550 4.953796509 4.258909755 -0.2512013322 -0.1946888713 -0.1134429745
## 1551 4.940185999 4.340909696 -0.3303897838 -0.3595215771 -0.0691105043
## 1552 4.972310522 4.447791163 -0.4565150066 -0.0437934661 -0.0936976835
## 1553 4.433797251 4.202310590 -0.4805417009 0.1865125166 -0.1766436323
## 1554 3.269673145 3.605337291 -0.5012215964 0.8727401999 -0.3095336611
## 1555 1.959477093 3.211094529 -0.6013948318 0.5770600099 -0.3251756364
## 1556 0.887775411 2.946970843 -0.6601450658 -0.2558792298 -0.4459336175
## 1557 -0.002475452 2.681600396 -0.8324387750 -0.8290021139 -0.4130739037
## 1558 0.584578697 1.649185043 -1.0166030855 0.3431191517 1.0035062995
## 1559 1.582641339 0.956642929 -0.9529803371 0.8058130633 1.0648770650
## 1560 2.697784437 0.809084210 -0.7219366107 0.1710608398 -0.0800019542
## 1561 2.975282435 1.806711299 -0.4535066006 -0.0717373709 -0.1093690570
## 1562 3.258944292 2.265584846 -0.5226560798 -0.2262494676 -0.0573709690
## 1563 3.358635177 2.244479972 -0.6990848689 -0.9259159428 -0.0032583029
## 1564 3.325688399 2.239853459 -0.5305341127 -0.9036424581 -0.0680658932
## 1565 3.051719515 2.375564778 -0.3688149226 -0.6445359288 -0.4415816247
## 1566 2.543978837 2.090262230 -0.4178771386 -0.4108435237 -0.3574267665
## 1567 2.377599631 1.522966984 -0.5570357103 -0.0830482841 0.3987006958
## 1568 2.754204194 0.872728687 -0.6231347214 0.4474630484 1.0239147090
## 1569 3.439416166 0.529310481 -0.7115171741 0.8598401043 1.3192105917
## 1570 4.089216702 0.411627478 -0.7479583382 1.0102377369 1.1341832925
## 1571 4.705962516 1.647106460 -0.6563483717 -0.1737281422 0.6535950109
## 1572 3.880629507 1.088489375 -0.6634475770 0.4180132659 1.0955140725
## 1573 3.978197185 -4.434213732 -1.2703227569 1.3413491042 0.5290305585
## 1574 4.794833020 -7.623083802 -1.3882145415 0.1813196156 -0.4320261801
## 1575 4.749799062 -9.090595885 -1.3580133900 -0.1661252873 0.3749219373
## 1576 4.815092617 -8.938296109 -1.2863274650 0.3013536481 -0.3311232011
## 1577 4.911537381 -7.605456109 -1.0882799665 0.9553493839 -1.4735693101
## 1578 5.120859954 -7.125083979 -1.1897779789 0.4442889156 -0.5194136500
## 1579 5.722180881 -7.100567944 -0.9692033994 -0.4338217155 0.8254372373
## 1580 5.682454232 -7.570479354 -0.8646052067 -0.3815949243 0.4651958921
## 1581 5.290396789 -8.341554503 -0.9332624335 -0.6936219244 0.3113985250
## 1582 5.414485256 -7.689106874 -0.8496149048 -0.1520480247 -0.3601705855
## 1583 -8.082276723 1.218702999 -1.5879078273 -0.1022918461 -0.0018200667
## 1584 -7.984770926 1.149979479 -1.5836224617 0.0920955569 0.1574048724
## 1585 -8.037476195 1.144674521 -1.8374527028 -0.1014412704 -0.0612712638
## 1586 -7.999123974 1.296541654 -2.0420618529 -0.1014169432 -0.2225552848
## 1587 -6.664779276 1.602633399 -1.2688944176 0.4052960796 0.1747504152
## 1588 -6.282753909 1.549797433 -1.2409565358 0.4965561705 0.1463769932
## 1589 -6.505091120 1.347989376 -1.6010950689 -0.0997128067 -0.2244246274
## 1590 -6.936412166 1.522062935 -1.7717546539 -0.3029125857 -0.3048195663
## 1591 -7.482703367 1.577716068 -1.6870222336 0.2744456381 -0.0222542305
## 1592 -6.555929682 1.955782657 -1.6973460636 -0.3674798181 -0.1914572650
## 1593 -5.801528392 1.960139640 -1.6123210372 -1.0891082500 -0.2670390500
## 1594 -4.967325763 1.796908247 -1.2614338455 -1.9724650141 -0.1692823126
## 1595 -3.674295065 1.987389060 -0.9392891676 -2.6591432768 0.0563839643
## 1596 3.645807070 3.157608351 -0.0904821269 -1.3942105759 0.7891056056
## 1597 5.194449846 3.994462262 0.0718332436 0.2750125354 -0.3135102510
## 1598 4.471371186 3.711366096 0.0361952507 0.5072970166 -0.1114434246
## 1599 4.683551268 4.039276172 -0.1929113191 0.8656134369 0.1275063952
## 1600 4.667753715 4.166015301 -0.1146790098 0.7660184061 0.0431745869
## 1601 4.184022860 3.837847654 0.0826021761 0.8225083843 -0.1748880883
## 1602 4.025988572 3.872866866 -0.0302711451 0.8512455689 -0.0237447830
## 1603 4.020100882 3.965727808 -0.2666890988 1.1221886916 0.1821889325
## 1604 4.865922778 4.193050802 -0.3165752401 0.2533899396 0.0285539116
## 1605 5.170437030 4.237798532 -0.2233569291 -0.1609270936 -0.0937258950
## 1606 5.298706957 4.275389008 -0.1476345153 -0.1737718716 -0.2629602130
## 1607 5.172731670 4.319545433 -0.1626350383 0.0164715313 -0.2801289664
## 1608 4.319560331 4.167403056 -0.4599095110 0.4413319148 -0.0920910488
## 1609 3.764100571 3.904411290 -0.4788818894 0.7094702480 -0.1510016644
## 1610 2.822869676 3.307984480 -0.4389212549 0.1945957045 -0.0826579806
## 1611 1.269446935 3.243488144 -0.6501680009 -0.7040529355 -0.3153164064
## 1612 0.532603561 2.973910434 -0.6610132128 -0.6285975390 -0.4857217893
## 1613 -0.373049161 2.420485765 -0.7700444885 -0.0148883434 -0.0210306370
## 1614 -0.056501764 1.439667649 -1.0611190756 1.1311735345 1.5948156388
## 1615 0.839372263 1.147577107 -0.9326072911 0.9632334536 1.4632505912
## 1616 1.555961768 0.784526573 -0.9575713541 0.6483477093 0.8907518539
## 1617 2.248019820 0.775939695 -0.8753220131 0.4573851921 0.1621815328
## 1618 2.561809165 1.158892250 -0.5921755690 0.5468166786 -0.0608544949
## 1619 3.725878335 2.046803362 -0.4819561450 0.1617626771 -0.4430830967
## 1620 3.977080204 2.226413090 -0.4462520435 -0.0776231742 -0.3793298079
## 1621 3.503310578 2.155752523 -0.2413612494 -0.2534305647 -0.6585514851
## 1622 2.722330544 1.995083498 -0.2785957747 -0.1997422175 -0.6093731811
## 1623 1.832857273 1.324953327 -0.5161667102 0.2408227336 0.5627584574
## 1624 4.176080618 2.083937839 -0.9358165502 0.2136948460 1.0368585171
## 1625 4.257889088 3.048989152 -0.5551541672 -0.6642913685 -0.0457499330
## 1626 2.477874257 1.070513638 -0.8058345496 -0.9349821079 1.9549024859
## 1627 2.155126466 -1.164060220 -1.1134990589 -0.5950534820 3.1294322135
## 1628 4.545442660 -7.807192309 -1.6576354913 0.1676672867 0.1620077174
## 1629 4.824301665 -8.541120151 -1.4579845199 -0.2411401527 -0.2083244548
## 1630 4.776397636 -8.828533566 -1.4648739060 -0.2894900858 -0.0075102097
## 1631 4.775100015 -8.975050390 -1.4497864489 0.3281474805 -0.4537839963
## 1632 4.748959078 -9.006264087 -1.4396275707 0.8512261614 -0.9381393963
## 1633 5.136594999 -7.287455750 -1.3600961868 0.9033413716 -0.3307698964
## 1634 5.293046266 -6.999562841 -1.1860332929 0.6399971095 -0.0780856740
## 1635 5.403288330 -8.138486727 -0.9144905437 0.1703908490 -0.3781533607
## 1636 5.421692032 -8.342534195 -0.8093962525 -0.1782764010 -0.1544776792
## 1637 -7.409352712 1.576426810 -1.4297308411 -0.5218179420 -0.2521756042
## 1638 -7.893600458 1.508712221 -1.5291470161 -0.3115626079 -0.1266135902
## 1639 -8.470989490 1.345930554 -1.6414646064 0.1406879792 0.0242766836
## 1640 -8.125918266 1.211053755 -1.8570771279 -0.1147251331 -0.1942843215
## 1641 -7.789706875 1.319548769 -1.8960753873 -0.5256605753 -0.1443084842
## 1642 -7.280891147 1.497298192 -1.5907416960 -0.3003274423 -0.1235964122
## 1643 -7.005164774 1.615773179 -1.4393110413 -0.1432334791 -0.1984369200
## 1644 -6.831728385 1.578881219 -1.4440339033 0.1369693159 -0.0283386214
## 1645 -6.439560060 1.451316109 -1.4981355320 -0.0907434885 0.0296514414
## 1646 -6.605918151 1.639097180 -1.5496687583 -0.2075164350 -0.2218287891
## 1647 -7.278196550 1.566942513 -1.5391417872 -0.7081706042 -0.2770228861
## 1648 -6.650897033 1.707744376 -1.5202209969 -1.1364466734 -0.0263337912
## 1649 -5.470331219 1.841960360 -1.4731747589 -1.7043922950 -0.0826805249
## 1650 -4.031619780 2.138113172 -1.3429234192 -2.2119145843 -0.2181850849
## 1651 -0.474879675 3.043085153 -0.7832673089 -3.8745746942 -0.1648554942
## 1652 1.645698867 3.578601646 -0.4012380512 -3.8310609093 -0.1160452263
## 1653 5.440529355 3.715792052 0.2381001253 -0.3941009777 -0.0993730972
## 1654 5.742326008 3.702239002 0.2322436036 0.1773282544 -0.2262928501
## 1655 5.682316859 3.684038580 0.1681610735 0.2718010909 -0.2645854131
## 1656 4.836539481 3.677451474 0.1127422378 0.2905625044 -0.0328127919
## 1657 4.581469666 3.632017827 0.1399872972 0.1095440601 0.0314027813
## 1658 3.826054589 3.541968960 0.0227002101 0.4117385699 -0.0684732291
## 1659 4.030438485 3.732980427 0.1204176000 0.7074832228 0.0010423803
## 1660 3.789801830 3.438561239 0.3256030119 0.0559481147 -0.3332310261
## 1661 3.542351550 3.539030697 0.1744366226 0.4432121983 -0.2561868932
## 1662 3.327948807 3.561772252 -0.2081049548 0.6798705045 0.1311100157
## 1663 3.871845657 3.885112704 -0.2859924789 0.7382049205 0.3011650601
## 1664 4.507338847 4.002336759 -0.2912372102 0.5229574165 0.2120080133
## 1665 4.897588757 4.097904366 -0.1241423071 0.5106915313 0.0449233794
## 1666 4.950582317 4.001294084 -0.1697710360 0.6984947587 -0.1790334528
## 1667 3.065761178 3.540368250 -0.5106523228 0.9657316135 -0.2116596040
## 1668 2.631188830 3.347800027 -0.4481683443 0.5157272402 -0.0283494566
## 1669 2.515715203 3.294539705 -0.4208515022 -0.0684619460 0.1193317356
## 1670 2.293961255 3.089791386 -0.2390032038 -0.2952124486 -0.1622252896
## 1671 1.271011061 3.053766887 -0.4416067410 0.4908593515 -0.2853382079
## 1672 0.521104079 2.929884086 -0.6256619297 0.6941448281 -0.2591190052
## 1673 -0.488081593 2.644188383 -0.7307540964 0.3772547521 -0.3442962115
## 1674 -1.344019359 2.142717832 -0.9989158054 0.5593771063 0.7046044352
## 1675 -0.510827586 1.890058657 -0.9815113490 0.5427329755 1.1523874449
## 1676 2.458069520 1.017163930 -0.3311157958 0.4986380778 -0.0144736082
## 1677 2.767622258 1.307339422 -0.3590277388 0.8255517774 -0.0261173323
## 1678 3.089184090 1.520722600 -0.3307712261 0.9398772995 0.0093033786
## 1679 3.364341487 1.760843703 -0.3874049689 1.2035776989 -0.0288937954
## 1680 3.107934543 1.963567957 -0.3164504847 1.0883039761 -0.0101683276
## 1681 2.471626342 1.965953478 -0.3463599025 0.7462072687 0.0418347848
## 1682 1.746446227 1.798568150 -0.4512701907 0.6367120109 -0.0368484372
## 1683 1.043614771 1.682833679 -0.4261854829 0.7177662483 0.1208430057
## 1684 2.468116444 2.282566787 -0.7255599949 -0.1286033126 1.0653064208
## 1685 4.241532174 3.145089923 -0.5330198391 0.1408897906 0.4604382161
## 1686 4.164885080 3.428005579 -0.3859945698 0.1409033305 0.0830237963
## 1687 3.536077947 3.301491902 -0.3519212547 -0.1671585255 -0.1860575051
## 1688 2.500297637 2.868559665 -0.3725142456 -0.7788519977 -0.4145274626
## 1689 1.627173504 1.395827780 -0.5567616805 -1.0282553423 0.3727847020
## 1690 2.501762454 -4.549121703 -1.5759907384 0.0572802932 2.8731227342
## 1691 4.833461964 -8.557316304 -1.5271622627 -0.1244641722 0.1006000601
## 1692 4.777959303 -9.020141073 -1.4514387760 -0.2733773306 0.0519331711
## 1693 4.387573239 -9.838592455 -1.6065463246 0.4951029383 -0.7609033074
## 1694 4.551688624 -8.596101713 -1.4045812616 0.9858419733 -1.2223950774
## 1695 4.606525881 -7.996955761 -1.2643522686 1.3509563265 -1.1127409846
## 1696 4.830918620 -8.173592818 -1.1902177941 1.3013814673 -0.5135584605
## 1697 5.528804650 -8.313687024 -0.9990008890 0.4298454716 -0.2144920760
## 1698 5.565958259 -7.876383194 -0.8704992818 0.1574791167 0.1872197168
## 1699 -7.073241941 1.507952322 -1.4442997482 0.0505801871 -0.4000672189
## 1700 -8.521120816 1.225815805 -1.7589017709 0.2334945801 0.1934844168
## 1701 -8.067050490 1.204102069 -1.7966215510 0.1595869496 0.0937057447
## 1702 -6.546916706 1.444822069 -1.3021846488 -0.3495529767 -0.2889514333
## 1703 -6.215554587 1.390234189 -1.1810011477 -0.5308150914 -0.1229069362
## 1704 -5.882622590 1.704275805 -0.7938047231 -1.4838420034 -0.3693637995
## 1705 -4.991691256 1.985109902 -0.7485629669 -1.5425722851 -0.1618628005
## 1706 -1.896947728 2.656104002 -1.0071360483 -1.3755492919 0.2075884571
## 1707 0.558904231 3.152541622 -0.7986519570 -1.6535798757 0.5943420839
## 1708 2.871731839 3.825436048 -0.5806640928 -1.6523195902 0.1982470423
## 1709 4.720102048 4.339360623 -0.2635618347 -1.1340036655 -0.2742942989
## 1710 5.583628423 4.073712533 0.1021984171 0.0836227660 -0.1468586706
## 1711 5.650019777 3.770040085 0.2232410540 0.2907414973 0.0941919424
## 1712 4.956158262 3.652455227 0.0438347662 0.1645311565 0.1734980181
## 1713 4.669337351 3.512886454 0.1921740347 0.1493664431 -0.1770522036
## 1714 4.456129223 3.379299503 0.1339634670 0.2998384864 -0.2564611967
## 1715 3.994950593 3.362419268 0.0513888250 -0.1166834319 -0.2088415947
## 1716 3.577095299 3.879811389 -0.2529208955 -0.0448375150 -0.0456875331
## 1717 3.608364026 3.576413644 0.1778315094 -0.4644698292 0.2272647674
## 1718 3.984372194 3.309772307 0.3177304417 -0.4794524955 -0.3204265550
## 1719 3.702678180 3.516083376 0.1461177594 -0.7364292640 -0.4527366389
## 1720 3.786842258 3.718951774 -0.2046944298 -0.4469526395 -0.0257542796
## 1721 4.472896222 3.721760607 -0.1072261828 0.6917358124 -0.0550191244
## 1722 4.401863014 3.707081222 -0.1813316832 0.7802785948 0.0999898014
## 1723 4.009022305 3.685495037 -0.1425115143 0.6681869922 0.0040824218
## 1724 3.494935914 3.655251933 -0.2748621953 0.5020421552 -0.1599420056
## 1725 2.861567056 3.472207238 -0.3266474019 0.3785025378 -0.2044881080
## 1726 2.094400872 3.363730298 -0.5122875167 0.1432311769 0.0336237960
## 1727 2.287338751 3.334145350 -0.4539554462 0.4516687668 0.2843829732
## 1728 2.167628418 3.105251800 -0.2478888656 0.8283112133 -0.0020569186
## 1729 1.644199247 2.851214881 -0.2679890926 1.0190730287 -0.3943662582
## 1730 -0.111240327 2.571308463 -0.4555852087 0.8068981783 -0.3481794206
## 1731 -0.932016971 2.418305826 -0.4706934886 0.2275476032 -0.3430926282
## 1732 -1.854830070 2.330070324 -0.4870170079 -0.2638125787 -0.2905183436
## 1733 0.735373287 1.201460388 -0.7004733742 0.0489106620 0.3910481925
## 1734 1.036047353 0.871390501 -0.6176738075 0.3488350017 0.3838719524
## 1735 1.008638514 0.840339795 -0.6439003719 0.9416227584 0.3782888518
## 1736 0.954754221 0.907293741 -0.4920960227 1.4872071770 0.6471464901
## 1737 1.031449994 1.057008441 -0.3361030057 2.3474116458 1.0121852459
## 1738 1.074365081 1.152215271 -0.4066035044 2.5931578348 0.8673413958
## 1739 1.120888648 1.487951641 -0.4759632932 2.1238436544 0.7726537001
## 1740 1.080566914 1.640969224 -0.4519740042 1.4285174310 0.3321643959
## 1741 0.756004049 1.514569398 -0.5235653006 0.9171972583 -0.0329048248
## 1742 0.386337154 1.404254459 -0.3060423797 0.5388570266 -0.1899799557
## 1743 0.221339423 1.278107519 -0.2552839898 0.4596079526 -0.3557229803
## 1744 0.608464182 1.625081486 -0.2372140531 0.5493396366 -0.2611088939
## 1745 1.473439829 2.226630164 -0.4171752649 0.8988880934 -0.0888881483
## 1746 2.507857910 2.785856826 -0.4865585178 1.2345557832 0.2165526171
## 1747 3.139521154 3.101034125 -0.4854607426 1.5207069031 0.1696847429
## 1748 1.426275093 0.838665455 -0.7573651160 -0.7588202176 0.6427603130
## 1749 1.343577246 -2.185346963 -1.3453046674 -0.0654236906 2.5530923992
## 1750 2.470710965 -5.389545494 -1.8662337237 0.1985417266 2.8678916000
## 1751 4.788130153 -8.311908289 -1.5634181078 -0.1060178978 0.4296932371
## 1752 4.482863862 -9.383944462 -1.5659123622 0.0758503523 0.1123062046
## 1753 4.256532956 -10.059233518 -1.6355208556 0.0884205651 0.0086729573
## 1754 4.251776850 -9.954864644 -1.5043356955 0.2917761058 -0.7246098718
## 1755 4.760393879 -7.300750336 -1.0338460644 -0.2859260926 1.4459123476
## 1756 -8.828792236 1.423742771 -1.9015654044 0.2782607368 -0.2523919054
## 1757 -7.559590372 1.117007019 -1.6546845576 -0.2210716144 -0.1150442327
## 1758 -6.957982957 1.245727068 -1.5323750104 -0.1607288310 -0.2184577143
## 1759 -6.601500473 1.370126302 -1.4514074052 -0.0648727495 -0.1070039007
## 1760 -6.215906360 1.495661091 -1.3886849766 -0.3420450804 -0.1675863302
## 1761 -4.828057178 1.591514396 -0.9474885355 -1.0686263393 -0.3891245229
## 1762 -5.006363999 1.605004562 -0.6491560161 -0.5512875180 -0.6955564651
## 1763 -4.127778611 1.945268325 -0.6119850572 -0.2706727683 0.1260866371
## 1764 -0.803410254 2.812235681 -0.8649588211 -0.3597631625 0.4847995303
## 1765 1.882025379 3.505576405 -0.7410095540 -0.3497617593 0.7718323601
## 1766 4.144701749 4.103989779 -0.5506941871 -0.1600153519 0.5592326280
## 1767 5.615941870 4.412188366 -0.0654197108 0.2916705888 -0.0621371230
## 1768 5.324882073 4.055535951 0.1496147857 0.3933909018 0.2320034761
## 1769 5.100118631 3.737747580 0.2186529124 0.5088992807 0.3121599630
## 1770 4.580886440 3.673638237 0.0973393020 0.2642182935 0.0577212160
## 1771 4.439682538 3.568585913 0.1412267815 0.1333462175 0.0269292108
## 1772 4.284153506 3.495185840 0.0630748942 0.1525514012 0.2267323095
## 1773 4.055013521 3.484570136 0.1043795875 0.0457464301 0.0063095418
## 1774 3.958127441 3.420283951 0.1422470759 -0.1501853327 -0.0122270506
## 1775 3.875299351 3.558405393 -0.0773517612 -0.0913349548 -0.2398288704
## 1776 4.595172707 3.725952774 0.2615698981 -0.4245376076 0.0701797803
## 1777 4.739724972 3.530677663 0.1827420461 -0.5680402276 -0.0421810858
## 1778 4.334292759 3.710698991 -0.1902071731 -0.2440250537 -0.0944730705
## 1779 4.083303825 3.556448682 -0.1299989054 0.0017285614 -0.2338526573
## 1780 3.819439908 3.610172479 -0.1497004978 -0.0136213512 -0.1470312656
## 1781 2.978518184 3.418049740 -0.2075865627 -0.1096892128 -0.2186102250
## 1782 2.541016982 3.239148340 -0.2472779364 -0.0934004708 -0.1017875653
## 1783 1.986581102 3.337148106 -0.5190415819 0.1571948879 0.0359743267
## 1784 0.184956824 2.450033213 -0.4266329612 -0.0246201725 -0.2229941300
## 1785 -0.982251452 2.303695492 -0.3354637790 0.1074058745 -0.3171524986
## 1786 -1.357554449 2.417647052 -0.5036001606 -0.2097704648 -0.3578712066
## 1787 -1.603530887 2.359490927 -0.7627989271 -0.2603384701 -0.3366080239
## 1788 -0.706810315 1.919967286 -0.8320219138 0.4618920441 0.5733868906
## 1789 -0.256558998 1.513879650 -0.7232630430 0.9051054391 0.5723323852
## 1790 -0.549548112 1.155302671 -0.2653150274 1.2426829738 -0.0240946410
## 1791 -0.794789706 0.890658187 -0.0919839015 1.1679481674 -0.2039732765
## 1792 -1.038949643 0.615835356 -0.1360846696 1.5785640027 -0.0004276146
## 1793 0.639065420 1.810345244 -0.0959251264 2.5074933631 0.3505009432
## 1794 1.127350431 2.189181789 -0.1982588464 2.1899402948 0.1113835031
## 1795 2.996732719 3.072007887 -0.3239770633 0.4095424957 0.4081712419
## 1796 2.797257796 2.669691619 -0.0987651046 -0.1666870521 -0.0375058211
## 1797 1.610985255 1.865855963 -0.2973695029 -0.4365017608 -0.2917719591
## 1798 0.821637915 -0.113199583 -0.7783655642 -0.6390966577 1.3346471590
## 1799 1.306974149 -3.121105949 -1.3484411301 -0.3128144616 2.7392601623
## 1800 3.076637535 -5.935646618 -1.4853706336 -0.0626507157 2.4564699062
## 1801 4.491523321 -9.087754094 -1.4245087199 -0.3748630149 0.3292807436
## 1802 4.324540229 -9.906284314 -1.4358047716 -0.3685050431 0.3222148099
## 1803 4.315699811 -10.802522453 -1.3620068067 -0.0579910867 -0.2643709663
## 1804 4.133048408 -9.127749736 -1.4066030456 -0.5333014673 0.0072313340
## 1805 3.917089976 -5.880872912 -1.1666650011 -1.0721560601 2.8391812704
## 1806 3.233391155 -2.004575653 -0.4690534040 -0.6381700773 3.5137786455
## 1807 -7.529791665 1.145482995 -1.4928667444 0.1584247955 -0.4602549132
## 1808 -8.874225229 1.188263983 -2.1375347524 -0.0686815063 -0.4103155412
## 1809 -8.628753634 1.196198208 -2.0427121296 -0.1715836219 -0.2457021686
## 1810 -8.008518242 1.037249606 -1.8602167945 -0.1711508928 0.0184737171
## 1811 -6.576054219 1.318128025 -1.3478077064 -0.2824067531 0.0275202440
## 1812 -5.141608369 1.559373952 -1.0664529290 -0.9532420711 0.1522369234
## 1813 -4.204864458 1.752346139 -0.7698204512 -0.6699948005 -0.1630804495
## 1814 -4.277006035 1.679458121 -0.8305954966 0.0249369947 0.1651103864
## 1815 -4.536110171 1.566612355 -0.7101952095 0.4098945627 0.0342364641
## 1816 -4.617615121 1.395313603 -0.4933731208 0.6320730842 -0.0242101228
## 1817 -4.701463828 1.511198015 -0.3776158903 0.6925626051 0.0969354434
## 1818 -3.913953571 1.890481056 -0.4864006538 0.6851517094 0.2844470037
## 1819 -2.574641014 2.409790558 -0.7303548083 0.3539615775 0.5938478565
## 1820 2.218734301 3.668092154 -0.5658591340 -0.1436725988 0.9101746682
## 1821 5.331112628 4.308391212 -0.0500741396 0.1862994398 -0.1015801805
## 1822 4.938799638 4.090764441 0.0865517978 0.2782609607 0.0624883384
## 1823 4.469681892 3.727570864 0.2223888770 0.2323879051 -0.1470952972
## 1824 4.391173327 3.745890479 0.1380899478 0.2440891805 0.0116232450
## 1825 4.367559857 3.806091647 0.0571729738 0.1552046914 0.0680274048
## 1826 4.269565233 3.745615209 0.0942860976 0.0606959349 0.1754536642
## 1827 3.856838281 3.748027096 -0.0213781763 0.0063577165 0.4978361009
## 1828 3.940087401 3.609260279 0.0980809924 0.2340368529 0.4161696782
## 1829 4.135115152 3.582424646 -0.0277029977 -0.2695480775 -0.0759324513
## 1830 4.123016528 3.917155158 -0.2035513398 -0.3971200289 -0.3132792509
## 1831 4.369354917 4.178187633 -0.1224462205 -0.1784196765 0.1726165648
## 1832 4.700093953 4.109094101 -0.0064863240 -0.2899709442 0.4078427139
## 1833 4.977125559 4.067622053 -0.0833906968 -0.0808721850 0.0553816172
## 1834 5.005276400 4.046397520 -0.1226419896 -0.1002376128 -0.0539640100
## 1835 4.893682958 3.897429518 -0.2556229205 -0.2589879348 -0.0783536584
## 1836 3.884397426 3.651957737 -0.1890125543 -0.1494912248 -0.2412965248
## 1837 2.215523647 3.514836578 -0.4904815538 -0.0622626498 -0.2086492400
## 1838 2.066794276 3.424651790 -0.4320515697 -0.1226773644 -0.2706783661
## 1839 0.460183323 2.501190333 -0.5110475108 -0.5358750590 -0.3204870822
## 1840 -0.088837940 2.289150306 -0.4054251576 -0.7316875131 -0.3489821578
## 1841 -0.755718426 2.363371325 -0.4127110009 -0.7478892483 -0.4257218091
## 1842 -1.194927117 2.253353146 -0.5607986894 -0.3807020468 -0.4702828000
## 1843 -1.409049850 2.025342893 -0.6985327231 0.3824733976 -0.2910192549
## 1844 -1.465170736 0.906152367 0.1140086683 1.5466423701 0.2872740703
## 1845 -0.967035337 1.252098985 -0.0397116222 1.7463428578 0.1341249049
## 1846 -0.205027919 1.882899777 -0.4120955513 1.5951751603 0.3647657908
## 1847 1.146530193 2.538313777 -0.4685418662 1.1208267224 0.5714723542
## 1848 2.548431133 2.878823338 -0.3094018971 0.7589752779 0.4192343614
## 1849 2.047269437 2.275657809 -0.1638834346 -0.2796033298 -0.5785724156
## 1850 0.902462680 1.408601084 -0.5218696801 -0.7950474280 0.2442886834
## 1851 0.703875941 -0.738620917 -1.0412392885 -0.5921092981 2.1471239020
## 1852 2.046171409 -3.744943564 -1.3008962087 -0.0837020399 3.0435919695
## 1853 3.663352265 -6.412973615 -1.4313395615 0.1660536989 2.0464225516
## 1854 4.586703637 -8.716856954 -1.1451656607 -0.3571388127 -0.0381346489
## 1855 4.370598301 -10.751042610 -1.3099357786 -0.1652328193 -0.0046738201
## 1856 4.245886055 -10.551028619 -1.4010079649 0.3478061951 -0.3658119270
## 1857 3.885097164 -6.571975464 -1.1730857276 -0.1490239956 0.1487764876
## 1858 2.713716340 -0.408818422 -0.3386011292 -0.8474016585 1.9293133195
## 1859 2.313291750 1.368813426 -0.0421167467 -0.6636173720 1.2387377718
## 1860 -7.995307819 1.101213361 -1.4618720097 0.2620072256 -0.3287613882
## 1861 -8.795249065 0.950148010 -1.7149638448 0.1611494610 -0.3364075782
## 1862 -9.002961086 0.970722722 -1.8373796607 -0.0191332428 -0.2323613655
## 1863 -8.657845156 1.062019261 -2.0538964214 -0.2639898864 0.0028325089
## 1864 -8.066127369 1.265142643 -1.9129284131 -0.6827392361 0.0166091536
## 1865 -5.913769531 1.523844677 -1.2086656625 -0.9493373569 0.0616564056
## 1866 -5.391650282 1.691428913 -1.0421856921 -0.9208717627 -0.0356434792
## 1867 -4.626476969 1.774689910 -0.9558623705 -0.6405227608 0.1169848512
## 1868 -3.921817336 1.868748381 -0.8589924006 0.2900652562 -0.2218236186
## 1869 -4.410402330 1.606823488 -0.8477220967 0.5392688320 -0.1417135492
## 1870 -5.238544689 1.337595810 -0.7158162053 0.1788140151 0.2788685337
## 1871 -4.009298122 1.855539658 -0.7593169483 -0.5096677196 0.3376293356
## 1872 -2.141874726 2.435260182 -0.7978544566 -0.8005821485 0.5304812098
## 1873 2.286083197 3.648466884 -0.5333116762 -0.0704764461 0.6665097247
## 1874 4.215761179 4.117236835 -0.3321399432 0.1652956104 0.6164034038
## 1875 5.260941201 4.470555842 -0.0109271119 0.2488497719 -0.0364385767
## 1876 5.015777530 4.258946165 0.0610239790 0.2848574632 -0.3757262142
## 1877 4.487563263 3.993193772 0.1656567899 0.3366489752 -0.1649547064
## 1878 4.235858605 3.750227856 0.2022652769 0.1901423877 -0.0324927027
## 1879 4.136703633 3.705941382 0.2394658710 0.1055657500 0.1239537413
## 1880 3.986895139 3.721589298 0.0733846744 0.1920784058 0.3100672463
## 1881 3.923014899 3.809460005 -0.0962973890 0.2769753515 0.2246438908
## 1882 3.929885508 3.870175326 -0.0579174927 0.2351211733 0.0340935847
## 1883 3.863229878 3.918542825 -0.0969154947 0.2454635621 -0.1932823286
## 1884 3.637430146 3.774772227 -0.0264620059 0.2076881673 -0.1740513051
## 1885 4.498196929 3.707216062 0.0643305024 -0.1980992179 -0.1739709700
## 1886 4.495520464 3.941132654 0.0593085875 0.3015793351 -0.1645327283
## 1887 4.656086998 4.007687452 0.0303779870 0.6816117082 0.1115515102
## 1888 4.882926344 3.907985278 0.0362159265 0.2677408797 0.0356416041
## 1889 4.680154618 3.803729207 -0.0441307050 -0.3526893797 -0.1645949125
## 1890 4.236923317 3.743501046 0.0143372825 -0.3826628810 -0.2718062732
## 1891 3.708097082 3.489421616 -0.1228981490 -0.3906099593 -0.2919451475
## 1892 3.108504406 3.287146400 -0.1502159558 -0.3167691955 -0.3061640686
## 1893 2.855103552 3.268688295 -0.0816951937 -0.4242039892 -0.2837217148
## 1894 2.637660610 3.454536593 -0.2126173762 -0.4438271373 -0.3018070298
## 1895 2.526177036 3.455914235 -0.2700674179 -0.4115520389 -0.2961002381
## 1896 2.306568476 3.220566148 -0.2505452279 -0.3064533214 -0.2278135717
## 1897 2.002322149 3.027838305 -0.1071886123 -0.1546098376 -0.2779757297
## 1898 1.003130227 2.606739045 -0.2279803836 -0.4242207702 -0.4608232287
## 1899 0.706844481 2.363001416 -0.1814639513 -0.8008320714 -0.4792245037
## 1900 0.411235846 2.279500957 -0.0154224200 -0.8659107113 -0.4543928349
## 1901 -0.426953890 2.024086667 -0.3632590420 -0.4976816387 -0.6679392607
## 1902 -0.247623217 1.599858826 -0.2013658900 1.3932926227 0.2051768683
## 1903 1.382111776 2.250857249 -0.1772155783 1.0425493806 0.2504143071
## 1904 2.391213956 -4.211863497 -1.3318870111 0.1251834256 3.1211737455
## 1905 3.718464504 -6.817941137 -1.3771285106 0.4975502532 2.0192821512
## 1906 4.542444110 -8.115668550 -1.2436057676 0.0023424784 0.5688917319
## 1907 4.799920909 -8.794848499 -1.0794733894 -0.4548856332 0.5085941667
## 1908 4.212294784 -10.641849924 -1.5533371755 -0.3120409600 0.2855350375
## 1909 4.129836443 -9.849061743 -1.4542847645 0.2534992213 -0.6446896979
## 1910 3.987957264 -6.594117411 -1.0989654552 0.2110235511 -1.6312521898
## 1911 3.501637077 -2.114270904 -0.5631157382 -0.2289655626 -1.8261125353
## 1912 -8.603391039 0.951462968 -1.5112155771 -0.2270359644 -0.0619354837
## 1913 -7.652521288 1.223394437 -1.7215129860 -1.1733680377 0.0285772265
## 1914 -6.799319964 1.365913372 -1.5406754384 -0.4930917809 -0.0721243391
## 1915 -4.849629042 1.719226692 -0.8402980579 0.0977075983 0.0286790403
## 1916 -4.150893370 1.749626552 -0.7085200783 0.3523234830 0.2002292461
## 1917 -3.860230550 1.883686502 -0.8238284573 0.3104733512 0.0606932223
## 1918 -4.160244029 1.744856760 -0.8026362532 0.2973512649 -0.2541728603
## 1919 -5.745597901 1.176454498 -0.7150178984 0.4123377534 -0.4530506232
## 1920 -4.865708489 1.609583378 -0.9101088637 -0.7026638965 0.5558279909
## 1921 -2.838496428 2.240655645 -0.7299819626 -1.5461985220 0.4305129274
## 1922 -0.816013472 2.721591237 -0.6149969292 -1.6782053302 0.0371612460
## 1923 2.546304212 3.672466309 -0.3089481485 -0.1798022677 0.3197621576
## 1924 4.062412812 4.098830373 -0.1319178802 0.3347329152 0.5882482894
## 1925 4.677613794 4.010946098 -0.0232074494 0.4360367456 -0.2635417505
## 1926 4.190176402 3.812820662 -0.0369574297 0.4180929291 -0.0460832642
## 1927 3.682169004 3.856281618 -0.0575194084 0.4997515130 0.1359554014
## 1928 3.480845664 3.761071496 -0.1037392837 0.5971814968 0.0416422035
## 1929 3.501063008 3.726217064 -0.1476202521 0.6185747966 0.0478127238
## 1930 3.681254243 3.707765615 -0.0141452275 0.3943694372 -0.0835157933
## 1931 3.814236338 3.717624008 0.0530070526 0.1204144565 -0.2672820843
## 1932 3.753560594 3.674918888 0.2297953497 -0.1307443491 -0.4712748956
## 1933 3.774211964 3.600299430 0.1599922495 -0.1435542948 -0.3855323642
## 1934 4.538790349 3.707201193 -0.0005866226 -0.0998570463 0.1763919590
## 1935 4.725794434 3.679402570 0.2375636287 -0.1093173101 -0.4591891226
## 1936 4.306326993 3.758416648 0.2168794185 0.2023872961 -0.4463916563
## 1937 3.914625075 3.769118955 0.1294404937 0.7941185507 -0.1816642233
## 1938 4.180440479 3.695928002 0.1471977429 0.5694274891 -0.0408342589
## 1939 4.706964505 3.722653650 0.1420493792 0.3368021796 0.2550885837
## 1940 4.406208567 3.775990798 -0.1315874923 -0.0998150584 -0.1789482674
## 1941 4.043855235 3.657848341 -0.1605691593 -0.4686935935 -0.2541343746
## 1942 3.469887331 3.448033921 -0.0992776662 -0.6204420452 -0.1951190991
## 1943 3.281083816 3.335071312 0.0969892914 -0.5102693611 -0.2061419169
## 1944 3.167142358 3.296399529 0.1606083285 -0.4405177542 -0.3376328701
## 1945 3.159336884 3.347241570 0.0594175543 -0.6076681583 -0.3354943895
## 1946 2.499630010 3.140946669 0.0265042094 -0.7249455650 -0.3554444695
## 1947 2.138009473 2.771595258 0.0509892310 -0.6019940557 -0.2529832681
## 1948 0.621798303 1.395609354 0.0883810742 1.1232474306 0.3468004813
## 1949 1.837378401 1.990448362 -0.0053492084 1.0053273849 0.2360577990
## 1950 2.240415397 2.361115753 -0.1750061030 0.4525006335 -0.0841062545
## 1951 1.352595166 2.244147212 -0.5010008761 -0.5253849161 -0.1952132887
## 1952 0.905857612 0.898860086 -0.6416831778 -0.5986900916 1.0815783370
## 1953 1.204406524 -1.677886102 -1.2380959955 -0.2840963083 2.8023532855
## 1954 4.007731440 -6.890360799 -1.6397441654 -0.1326322290 2.1090173393
## 1955 4.644970853 -8.325116686 -1.5211781713 -1.1130225092 1.3441307608
## 1956 4.157309885 -8.048587159 -1.4871739783 -1.5776489495 1.8491598675
## 1957 4.054573779 -5.160140026 -1.0945201077 -1.3981610860 1.3412712861
## 1958 3.664005498 -1.228662634 -0.5981878769 -0.9363263567 0.4457851235
## 1959 3.144756839 1.748939426 -0.2674124559 -0.2836257115 -0.2309638457
## 1960 2.561436368 2.895536816 -0.0572491855 0.0766175075 -0.1687275672
## 1961 -7.019042763 1.482726618 -1.5651558318 -1.9863436771 -0.0290095110
## 1962 -6.050609177 1.667704659 -1.3347834202 -3.4439479556 -0.3018113564
## 1963 -6.021403898 1.564537193 -1.2547395073 -1.8811957743 -1.0709550447
## 1964 -6.796244988 1.287833758 -1.2795198536 0.1686531400 -0.5886224620
## 1965 -6.476462827 1.453848160 -1.0844227739 1.1427279705 0.2970295690
## 1966 -5.790764675 1.486276043 -0.8398807270 0.8488514355 0.2652455917
## 1967 -5.073581779 1.539945315 -0.6067700090 0.5160006438 0.2102311891
## 1968 -4.657350749 1.607793438 -0.6829528293 0.3406759284 0.0551538881
## 1969 -4.432835763 1.736707382 -0.8908593683 0.3971521606 -0.1164520654
## 1970 -5.244605196 1.190521682 -0.6083285540 0.3062281538 -0.1496082800
## 1971 -5.865845967 1.149774290 -0.6233498387 -0.2047755360 -0.1048647302
## 1972 -5.603514517 1.481869282 -0.8178346149 -0.8205244641 0.2481317519
## 1973 -4.041398276 1.892201858 -0.9486528591 -1.0830904319 0.5533736283
## 1974 -1.400540935 2.488203282 -0.6475835835 -1.1580962400 0.4488999486
## 1975 0.729560196 2.893554261 -0.4328297483 -0.9501367983 0.1282427760
## 1976 1.886486087 3.237150889 -0.2218665835 -0.8249620686 -0.2517796907
## 1977 2.638991357 3.599976592 -0.1566353095 -0.1629849940 0.1877339311
## 1978 3.453057210 3.871922071 -0.0044260489 0.4698828153 0.4387138359
## 1979 4.032627263 4.032411782 0.0846806950 0.8458962954 0.1897868954
## 1980 3.838988641 3.698102523 0.0471733690 0.1625984929 0.0016913407
## 1981 3.321699078 3.479006013 -0.0100887416 -0.0339529311 -0.1967262949
## 1982 3.693896749 3.440811989 0.0994390013 -0.1327581463 -0.0711074027
## 1983 4.005102859 3.463825989 0.1755597413 -0.2577957738 -0.1026332675
## 1984 4.073947773 3.510695548 0.2862572553 -0.2644128993 -0.0272888931
## 1985 3.973421285 3.359168941 0.1342778003 -0.1723232498 -0.0439955644
## 1986 4.004946838 3.386367509 0.1289181363 0.0334726740 -0.2134546627
## 1987 4.332764410 3.387030161 0.2468114503 0.3189088876 -0.0514128039
## 1988 4.479774952 3.473823450 0.2917011140 0.4739755054 0.0626677782
## 1989 3.698527884 3.347096383 0.2878082336 0.2804631120 -0.1688558458
## 1990 3.535803616 3.508286889 0.1479911709 0.0610674208 0.0574011431
## 1991 3.946666105 3.639796532 0.1817672741 -0.1494556172 0.2764063652
## 1992 4.593232895 3.830795782 0.1905592597 -0.2387555873 0.4712742944
## 1993 5.168770719 3.834766535 0.2640936081 -0.1608900774 0.2014439392
## 1994 4.964608130 3.579642850 0.1092290238 0.0575587311 -0.2425649657
## 1995 4.603760891 3.619970731 0.0709430545 -0.1659657312 -0.3632074319
## 1996 4.205480276 3.466325987 0.1746783173 -0.3547062947 -0.3011746382
## 1997 3.980484109 3.319344505 0.2498467628 -0.3130011429 -0.2453374176
## 1998 3.734651653 3.172949996 0.3410791530 -0.1535538457 -0.2920015046
## 1999 3.615139708 3.257466646 0.3480369311 -0.0477871015 -0.3423522854
## 2000 3.356219904 3.122171486 0.3206164455 -0.1024161728 -0.3102703027
## 2001 0.916632515 1.220677860 0.2100453671 1.0075746851 0.0137007043
## 2002 1.743010282 1.904112938 0.0332452821 0.9156623771 -0.1701354312
## 2003 1.853551137 2.213503793 -0.0897483776 0.8638388645 -0.2621830590
## 2004 5.024397238 -5.616808782 -1.3187206424 -0.7192246991 1.3382831801
## 2005 3.492966548 -3.931545658 -1.1095332161 -1.5910343209 4.1477591695
## 2006 3.242173159 -2.090289695 -0.9092826117 -0.8922882845 3.8551013855
## 2007 3.052278089 0.306655258 -0.5594457214 -0.0035252266 2.3761453987
## 2008 2.778211618 2.106538656 -0.3033955081 0.5590016787 0.7360062294
## 2009 -1.515493093 2.697421147 -0.6293380562 -5.0870056003 -0.8193275296
## 2010 -1.394364952 2.513674819 -0.4732232738 -3.6958983378 -1.5103754188
## 2011 -3.593988528 1.620944537 -0.5652437336 -1.7208166569 -2.0945027616
## 2012 -6.304592462 0.932680651 -0.8993458536 0.0345940464 -1.2393886954
## 2013 -7.895159229 0.636566613 -1.1542591074 0.8065207916 -0.0508537309
## 2014 -6.550064552 1.092017112 -0.5967607284 0.5329836311 0.4053820662
## 2015 -5.597248884 1.252603320 -0.4719911509 0.4234603346 0.3930309432
## 2016 -4.991732996 1.399715781 -0.6372518946 0.3888011734 0.1085066493
## 2017 -4.782621755 1.527051243 -0.8405963012 0.4846443538 -0.0797852552
## 2018 -5.181852579 1.304636925 -0.6615056173 -0.2608361150 -0.1363763629
## 2019 -4.438645459 2.039115827 -0.8446621154 -1.3426766994 0.2419886162
## 2020 -2.716495070 2.359722920 -0.8803425567 -1.0013334304 0.4876625794
## 2021 -0.320577084 2.832738808 -0.6408807523 -0.3784698767 0.7071490863
## 2022 2.366818474 3.303363014 -0.2365284743 0.1360462031 0.0383304737
## 2023 2.684410976 3.469434470 -0.0652893184 0.2654781490 0.0106522797
## 2024 3.395112045 3.787212194 -0.0399886270 0.5698740161 0.0839507514
## 2025 3.648989585 3.693279284 -0.0401808417 0.3313086150 0.1818040464
## 2026 3.811595378 3.699561556 -0.0159581232 -0.3346766605 -0.1851294640
## 2027 3.620739165 3.728480200 -0.1098540609 -0.4903454325 -0.3892015918
## 2028 3.951116559 3.508629216 0.2908037890 -0.4391764121 0.2189856192
## 2029 4.252625008 3.578151624 0.3911740887 -0.0367102619 0.0032762758
## 2030 3.972933998 3.351919764 0.0453252218 0.2294929730 -0.0499943163
## 2031 4.049334953 3.357371502 -0.0201138413 0.3083330910 0.0187636179
## 2032 4.066341788 3.250175005 0.1802320851 0.5602122386 -0.0386746685
## 2033 4.072803877 3.422371436 0.2760067880 0.6685259780 -0.0214403986
## 2034 3.894513971 3.412526700 0.2438344838 0.6622462346 0.2112659653
## 2035 3.636448369 3.532250331 0.1281287651 -0.2323976855 0.0949760418
## 2036 3.639075991 3.754466251 0.0254953941 -0.4768774582 0.2124697422
## 2037 4.101512851 3.907084253 0.0328917790 -0.3962275908 0.4701075150
## 2038 4.659015791 4.050906921 -0.0138302897 -0.1862817859 0.3417297259
## 2039 4.787269632 3.708867474 -0.0468604101 -0.1909416672 -0.1367830811
## 2040 4.245688807 3.327631953 0.2684840560 -0.1908955110 -0.2912558222
## 2041 3.828083875 2.977631620 0.3549104863 0.0921841374 -0.1625867048
## 2042 3.413866552 2.824936958 0.5593003453 0.1186446581 -0.3972898460
## 2043 3.259986488 2.568666638 0.6625440732 -0.1589826091 -0.3825705170
## 2044 3.193600480 2.372163230 0.8726165283 -0.3599606725 -0.4580067162
## 2045 2.844204227 2.005464025 0.9755738129 0.2600180925 -0.3979478713
## 2046 -1.387130520 0.176937170 1.0132835275 2.3785393541 -0.4514878285
## 2047 -3.364209674 -0.464949817 1.1209455851 2.2135298901 -0.2523155107
## 2048 -4.548694309 -0.921158007 1.5880687329 1.5203920591 0.0211441449
## 2049 0.414623346 0.648546136 0.5754016837 0.2783361117 0.1430077339
## 2050 1.364077202 1.432377098 0.3747667898 0.0554069253 -0.0325276999
## 2051 1.281352411 2.266965629 -0.0554084050 -0.0050856115 -0.1030868692
## 2052 1.967538295 -1.690578427 -1.3113313830 -0.5467683005 3.3621877521
## 2053 3.378399761 -2.656758755 -1.1734416826 -0.4044341540 3.5075928129
## 2054 3.939187197 -2.313864739 -0.8468934035 -0.2878195229 2.9036128593
## 2055 3.184117903 -1.461343257 -0.7312051968 0.0250596579 3.0533927344
## 2056 1.651864495 0.202055071 -0.4138419765 0.9807896354 2.5271874836
## 2057 1.364328945 1.350845282 -0.3821880709 1.2300059978 1.6958282614
## 2058 1.482407102 2.297844009 -0.2388100554 1.0883499261 0.8817073514
## 2059 1.635860095 2.749887124 -0.1671903947 0.7086477280 0.3417441872
## 2060 2.747406642 3.525125239 -0.0544306698 -2.0917463939 -0.4050691804
## 2061 2.140275793 3.049322260 0.0121034271 -1.8604216970 -1.0877206977
## 2062 -5.109651889 0.912283226 -0.4839692125 -1.8875072040 -2.0179855534
## 2063 -7.799588325 0.360348485 -0.7553787761 -0.8451144303 -0.7157360449
## 2064 -7.872487777 0.647971418 -0.7441637287 0.0288219122 -0.0301956158
## 2065 -5.781347177 1.118842664 -0.4673108381 0.0550327166 0.0976679380
## 2066 -5.141099451 1.326030559 -0.6596127632 -0.0661351135 -0.0510813376
## 2067 -4.845077421 1.318555039 -0.7352876201 -0.2346393067 -0.1484630024
## 2068 0.060205120 2.854298988 -0.5486243381 -0.2777343617 0.5732764089
## 2069 1.278772040 3.018990368 -0.3518999080 0.2378949117 0.4394382890
## 2070 2.343072031 3.171954336 -0.0313327266 0.4267963664 -0.1326973664
## 2071 2.706618802 3.290412621 -0.0215165871 0.1736743331 -0.1064385994
## 2072 3.144217775 3.597648601 -0.0512658749 -0.1399666321 -0.1183012185
## 2073 3.594727407 3.784108950 -0.0339420137 -0.2857546205 0.1051036521
## 2074 3.971412122 3.816498595 -0.1372784207 -0.2133798745 0.0624479746
## 2075 3.774114416 3.630821373 0.0020860311 -0.2147790662 -0.0908581361
## 2076 3.961319956 3.483577536 0.1588988262 -0.1545333292 0.1856560040
## 2077 4.035453481 3.520486165 0.4144846458 0.3861210890 -0.1164231735
## 2078 3.552812070 3.134166496 0.1106840607 0.4013124519 0.0890479414
## 2079 3.666645206 3.048545677 0.2341929584 0.2761912735 0.2563078526
## 2080 3.096044317 3.266430159 0.1448253723 0.2813415668 0.1771795386
## 2081 3.347993193 3.527526166 0.0918149583 0.1108264354 0.1422286692
## 2082 3.844913292 3.929632059 0.0194253486 -0.1067243830 0.0144015483
## 2083 4.502462650 4.133388353 0.0428122617 0.4159006966 0.1483059437
## 2084 4.921616405 3.912103527 -0.1582636145 0.3568339423 0.1961946137
## 2085 4.843522460 3.760049117 -0.3291553694 0.2245030559 0.2791127310
## 2086 4.732779217 3.695516177 -0.1477632994 0.1148618594 0.3147304033
## 2087 4.748988082 3.672322514 -0.0340124222 0.1986927431 0.2468686349
## 2088 3.624857045 2.876402928 0.3211491589 0.4049312319 -0.0730375190
## 2089 3.391887290 2.604725858 0.4671177319 0.0043445018 -0.1175333962
## 2090 3.419662958 2.536043176 0.5488184456 -0.0483160148 -0.0993158800
## 2091 -1.370313559 -0.007347971 1.3088657726 2.3236774031 -0.6712023791
## 2092 -5.352454590 -1.313914954 1.4150705264 1.5295989899 -0.0978290956
## 2093 -5.976136010 -1.567178996 1.7364131922 0.8144897300 0.4163761202
## 2094 -4.979549670 -1.286851673 1.8182988873 1.1926857185 0.7839395584
## 2095 -3.168853037 -0.835663708 1.7872752618 1.6419005111 1.0229751600
## 2096 0.395870696 0.737826848 0.5000793195 -0.4240274644 0.7418238907
## 2097 1.140438741 1.497888176 0.2720297945 -0.1049507429 0.4615220464
## 2098 0.448567161 2.437813981 -0.3927166282 0.1717980664 0.2322042827
## 2099 1.940842886 0.935895524 -0.5029304418 -1.5449892004 1.8984900037
## 2100 2.186341220 0.185465960 -0.5554357007 -0.5533156682 2.3284205421
## 2101 0.798755526 0.895226187 -0.2238278402 1.8122189375 1.5223022346
## 2102 0.043470624 1.589053485 -0.0945923453 1.6858074019 0.9435587339
## 2103 -0.280364362 1.943592976 -0.0672319152 1.1457641664 0.4566346436
## 2104 -0.031021490 2.246870801 -0.1084877424 0.5163942239 0.1579426102
## 2105 0.538385855 2.507410325 -0.0496778802 0.2249573559 0.1338959145
## 2106 0.970771351 2.746645658 -0.1069035473 0.2695586786 0.1467720959
## 2107 4.454250933 3.730273165 0.2390225407 0.0861866799 -0.0607766866
## 2108 3.854265745 3.275857159 0.2958761184 -0.5439313057 -0.3021181077
## 2109 -2.351559989 1.394947578 0.0655153073 -2.7862234873 -2.1545085724
## 2110 -5.739623423 0.646587087 -0.3335802557 -2.3566521362 -1.4242927848
## 2111 -6.224861075 0.934897703 -0.5456957616 -0.8896386914 0.1386609018
## 2112 -4.720984081 1.498745350 -0.6147717692 -0.6859735514 0.0483244179
## 2113 -4.135844054 1.620975078 -0.9661516868 -0.7461453545 0.0624595439
## 2114 -3.504981083 1.951649829 -1.0634683735 -0.9302100632 0.0809930623
## 2115 -1.683543569 2.592905254 -0.8475990907 -0.7523783488 -0.1093176633
## 2116 -0.804524444 2.653958137 -0.6456853979 -0.2901335236 -0.0402366645
## 2117 0.458723163 2.847945582 -0.3177878340 0.8542664587 0.1504898365
## 2118 1.734334779 3.168438713 -0.2933471133 0.5350794405 0.7212464232
## 2119 4.048887537 4.102380696 -0.1648871920 -0.0819003966 -0.0031893435
## 2120 3.918009589 3.838953701 -0.2665329170 -0.0100119595 0.0560600926
## 2121 4.008229600 3.823119640 -0.0841036683 -0.0211670698 0.2700569886
## 2122 4.028545325 3.450558562 0.5134599222 0.4780597910 -0.1379568150
## 2123 3.534564670 3.350516329 0.3995375307 0.6182830691 -0.0394799290
## 2124 2.857842780 3.181099027 0.0858868572 0.7108794172 0.2068323227
## 2125 2.927647999 3.072373578 0.1483510614 0.4867482849 0.1797411996
## 2126 3.027107050 3.258965499 0.1883091685 0.3262650806 0.0788950713
## 2127 3.670521960 3.790438620 0.0192912267 0.1347090799 -0.0890974336
## 2128 3.953842539 3.837183950 -0.0195897074 0.2142877789 -0.1777884795
## 2129 3.985034019 3.801968736 -0.0466822053 0.4395946204 -0.3768764110
## 2130 4.119857369 3.768743934 -0.0491808722 0.5637188959 -0.1493896848
## 2131 4.230868829 3.859149812 -0.2301452756 0.5573187954 0.0584004519
## 2132 4.414265703 3.786692255 -0.3896093906 0.4464552183 -0.0564802356
## 2133 4.308967628 3.717055158 -0.2263741695 0.5957458815 -0.0521336114
## 2134 4.209190553 3.639620766 -0.0620200409 0.6719516911 -0.0377488757
## 2135 3.983376073 3.369269052 0.2110362009 0.6697804032 -0.0096900167
## 2136 3.177364856 2.866978184 0.2186050623 0.3290469877 0.1038074661
## 2137 3.032093654 2.844910174 0.1712650103 0.2858809600 0.3068695843
## 2138 3.056677761 2.629430799 0.2999870837 0.2866006350 0.2735475300
## 2139 2.917492956 2.456664919 0.4315339767 0.7521989469 0.2484412417
## 2140 -3.565374777 -0.804180923 1.1111665081 1.4519927044 -0.5227484654
## 2141 -5.433321235 -1.541837461 1.3300564517 0.8580659948 -0.2658801717
## 2142 -6.276701227 -1.769807986 1.4985917371 0.2447271722 -0.0090723502
## 2143 -6.546710928 -1.920160340 1.5984290793 0.2357468582 0.1415917207
## 2144 -5.877986325 -1.786201122 1.7382564932 0.6435815705 0.3012111134
## 2145 -4.513477432 -1.508870707 1.8308268754 1.1179714682 0.4683941235
## 2146 -2.641675748 -0.996967394 1.8341363649 1.6090994670 0.5617531315
## 2147 0.999156047 1.748993984 0.1062093426 0.2960179957 0.3664338208
## 2148 1.375958021 2.852141241 -0.4917000856 -1.3155991976 -0.0453219748
## 2149 1.943498657 2.977868951 -0.4037299668 -1.9518549335 0.0758299118
## 2150 2.930599850 2.797798309 -0.1389428847 -1.5330560640 0.1722154009
## 2151 2.039503279 2.283100033 -0.1705416011 -0.5045231502 -0.3270578251
## 2152 0.516588734 1.957246771 0.0400496698 0.5186008661 -0.4955240489
## 2153 -1.170753006 1.832856616 -0.0699928258 0.8780324021 -0.2324816355
## 2154 0.508005002 2.724716800 -0.1448723612 0.2653565088 0.1196872480
## 2155 4.123922028 3.611650889 0.1840988950 0.4817228717 0.0857401911
## 2156 4.084908474 3.435597496 0.2570534407 0.1832054281 -0.0181191741
## 2157 3.100262695 3.101759763 0.2816796660 -0.8284211701 -0.4298816416
## 2158 1.008991483 2.352385436 0.2098041017 -2.8300776621 -1.4588507657
## 2159 -1.544812067 1.703753899 0.0608857567 -4.3882386973 -1.6325078361
## 2160 -3.547710572 1.204804932 -0.1912786492 -3.8402155383 -1.2330984894
## 2161 -4.343464896 1.197239847 -0.3612376615 -2.0946484790 -0.7487159999
## 2162 -4.433777032 1.247823911 -0.4752600598 -0.7633717983 -0.2434125366
## 2163 -4.124467884 1.523423118 -0.5505135771 -0.4660964155 -0.1102629748
## 2164 -3.805515827 1.632410271 -0.7184364072 -0.4559475162 -0.0806354889
## 2165 -2.909401073 2.202676029 -1.0306563570 -0.2703322189 0.2834970809
## 2166 -2.035540060 2.458267444 -0.9371610105 -0.1578374825 0.2641824175
## 2167 -1.080931022 2.593404662 -0.8361915155 -0.1957364851 0.2094967509
## 2168 -0.553520958 2.591562144 -0.6697440950 0.0688090955 0.0697724614
## 2169 -0.595730663 2.514655567 -0.2258659224 1.2407026497 0.1129670089
## 2170 -0.596849750 2.608955127 -0.3075878487 1.6819581354 0.4171212149
## 2171 0.095244939 2.806816788 -0.4976734030 1.7476477894 0.8708603790
## 2172 2.926129877 3.396867465 -0.0521707116 0.7479364829 0.3617850835
## 2173 3.867900768 3.896327085 -0.0930779215 0.5222224964 -0.2407242927
## 2174 3.841053707 3.875011350 -0.2177401319 0.4689664787 -0.1856956070
## 2175 4.006925178 3.884525905 -0.1450562089 -0.0636569953 0.2298465224
## 2176 4.057364249 3.579049819 0.1558986260 0.0031676960 0.0470689723
## 2177 3.880636361 3.159338391 0.5562971390 0.1008655885 -0.2337110799
## 2178 2.620159460 3.001145177 0.2415100102 0.0005054624 0.0036736635
## 2179 2.817204220 3.060292905 0.3052358045 -0.1475263151 -0.0152588810
## 2180 3.308849349 3.035095606 0.1607527337 0.1384659071 -0.3913828349
## 2181 3.544645951 2.888405087 0.0063569801 0.4327802756 -0.6823838626
## 2182 3.816441605 2.077798386 -0.2798695749 0.8919582518 -1.5224531707
## 2183 3.728694193 2.252456830 -0.2124911122 1.1564474759 -1.5026528360
## 2184 3.901615628 3.576612972 -0.3493921615 0.4487444930 -0.1153079760
## 2185 3.817071584 3.684532377 -0.2236462820 0.2928266173 0.0213080270
## 2186 3.714002636 3.365983230 -0.0614981464 0.4311668858 -0.1216974179
## 2187 -5.623614966 -1.560160571 1.2719574513 -0.3966670851 -0.0417739579
## 2188 -6.204332468 -2.043567677 1.9281162265 -0.5619107949 -0.3673891188
## 2189 -5.840318623 -2.216372766 2.1240042488 -0.2645124106 -0.2786196651
## 2190 -4.094430198 -2.081829179 2.3546071814 1.1707372802 0.3766009497
## 2191 -2.998699321 -1.660495884 2.1681841070 1.9039365027 0.3449744538
## 2192 -2.293371079 -1.235029442 2.0075432641 2.1456122982 0.1690246625
## 2193 1.852529361 2.588588634 -0.3865622876 -1.5607358013 -0.0572987460
## 2194 2.818246861 3.102814498 -0.3899465297 -2.7623492950 -0.3420059069
## 2195 4.254448071 3.677641597 -0.2914848284 -2.1882041649 -0.5749005214
## 2196 4.642219882 3.746258095 -0.2854955745 -1.4922293615 -0.3923192945
## 2197 1.989859270 2.551190693 0.0498803192 -2.9564464605 -1.0569984927
## 2198 0.192777106 2.162867175 -0.0608893596 -2.8261361270 -0.9280011001
## 2199 -0.634090506 2.066007293 -0.0650204720 -1.6598025180 -0.6215535852
## 2200 -0.745554725 2.029162058 -0.1444683128 -0.5017942697 0.0252803554
## 2201 0.177435663 2.285214465 -0.0722355131 0.3818277616 0.0041900611
## 2202 0.292603898 2.485051723 -0.1961080682 0.3756063403 -0.1619726666
## 2203 2.666244181 3.260103893 -0.1619647252 1.4540393349 0.5836994890
## 2204 3.723523505 3.279109725 0.2386714929 0.5874473889 0.0203539191
## 2205 3.157107467 3.097252345 0.1751659739 -1.2736041678 -0.3976646900
## 2206 1.967129507 2.751377437 0.2096134450 -2.7982750118 -0.9274660632
## 2207 -1.938148177 1.714143810 -0.0122964480 -2.1068188219 -1.3731416110
## 2208 -3.273020149 1.524930713 -0.3475815233 -0.7600097873 -0.6164195730
## 2209 -3.613906749 1.868496783 -0.8950723259 -0.0325095343 -0.0944823914
## 2210 -2.909304359 2.266486343 -1.0335130469 0.3147676209 0.2126406413
## 2211 -2.161841478 2.352885817 -0.8228415442 0.4997392436 0.2866669432
## 2212 -1.171937636 2.425069412 -0.5163513107 0.4560972615 0.1960434738
## 2213 -0.657704829 2.388737621 -0.4870955521 0.1746376774 0.0749405360
## 2214 -0.721578351 2.224442657 -0.3691311448 0.1542248057 -0.2761097082
## 2215 -1.461484116 2.582508693 -0.6802903002 1.5584027217 0.4866805450
## 2216 0.443257589 2.955184791 -0.5202554847 1.3257557524 0.8811026884
## 2217 2.101664086 3.218791831 -0.1535914733 1.0521624615 0.4663098829
## 2218 2.782690478 3.361085223 0.0310917953 1.1484621152 -0.0736219723
## 2219 2.837991649 3.386070830 -0.1602978992 1.3124985110 0.1985060788
## 2220 3.648930107 3.636839978 -0.3172102908 0.6181625165 -0.2953029998
## 2221 3.614208204 2.988710694 0.2146813043 0.2255669938 -0.3086871800
## 2222 3.254773924 3.050421976 0.1554607310 -0.1281908389 -0.3700499397
## 2223 2.648060294 3.072751225 -0.0057327335 -0.3542796781 -0.2659012342
## 2224 2.975704197 2.974996048 0.0894148385 -0.2697227906 -0.2044395666
## 2225 3.140800131 2.582307852 0.1611323536 0.1154376664 -0.6486565321
## 2226 3.260721366 2.089548919 0.0558752157 0.6264842082 -1.0774120872
## 2227 3.340029750 1.573657783 -0.0821768585 1.0082466856 -1.3350948293
## 2228 3.515702399 1.110884649 -0.2430888646 1.1480025721 -1.5501620787
## 2229 3.634456819 0.511039390 -0.4496082572 1.2366350098 -1.7229483517
## 2230 3.592979622 1.531527893 -0.1560187352 0.8372929069 -1.3184605391
## 2231 3.717195204 2.848101217 -0.1179284237 0.3474008252 -0.6382357172
## 2232 3.412038157 3.168482130 0.0148490905 0.0557936151 -0.0741134658
## 2233 3.244643408 2.879180745 0.2285228293 0.0097663850 -0.0851026036
## 2234 -1.985354949 -0.284426927 1.1507180076 -0.5419742644 -1.1480684599
## 2235 -5.799568764 -1.478348931 1.1139376033 0.0427293794 -0.0690824985
## 2236 -5.814966982 -2.069821682 1.9784421474 -0.2189578927 0.0327748272
## 2237 -5.565107168 -2.355375248 2.3240773707 -0.3851730780 -0.1666642742
## 2238 -5.370106603 -2.582008464 2.5854876156 -0.3578698155 -0.1301489904
## 2239 -5.047893559 -2.720954397 2.6533013058 -0.0460037764 0.0055751494
## 2240 0.609206159 2.105471461 -0.4168092560 0.1997299326 0.7299647352
## 2241 2.620207453 2.911346409 -0.4889715953 -0.5763489084 0.9275459270
## 2242 5.812471432 4.032472356 -0.3305697091 -1.3091173181 -0.1238559180
## 2243 5.916899340 3.965966155 -0.3057950288 -0.7309128719 -0.3670507413
## 2244 5.680454844 3.857596038 -0.2113186585 -0.3918738549 -0.3894774776
## 2245 5.414056868 3.757596079 -0.2227223642 -0.2700863306 -0.2389061711
## 2246 2.860493008 2.879250708 -0.0894037418 -2.9705477608 -1.0345075586
## 2247 1.529779712 2.500046864 0.0205053345 -2.3570820380 -1.2579269336
## 2248 -0.253150212 2.153063921 -0.2305240830 -0.0345545308 -0.1254008567
## 2249 0.154551069 2.534888263 -0.2982272629 -0.1119022467 -0.0616789732
## 2250 0.558808027 2.696935483 -0.2391088681 -0.1235575348 0.1012318157
## 2251 1.353579829 2.951970637 -0.2136056227 0.6707782496 0.6690510395
## 2252 2.310367790 3.065385099 0.0824257882 0.8370743980 0.5152476853
## 2253 3.135728371 3.125736555 0.1966232181 0.4870557683 0.1243663848
## 2254 3.498033550 3.245171108 0.0993827259 0.3452195048 0.1300402375
## 2255 3.988876316 3.426846220 -0.0452572401 0.3522331030 0.1853279728
## 2256 2.974298933 2.919055790 0.3524594779 -0.9653348403 -0.6671016697
## 2257 0.594876445 2.222131859 0.3178464157 -1.7713855768 -1.2887201168
## 2258 -3.245644855 1.577302884 -0.5698650905 -0.5138392082 -0.2337599881
## 2259 -3.401843655 1.725680301 -0.8088513813 -0.0179189673 -0.0506185591
## 2260 -3.437562968 1.965981714 -0.9949331569 0.0638947460 -0.2463605410
## 2261 -3.142174585 2.041398294 -0.9141937478 0.2409159395 -0.0629189866
## 2262 -2.587625562 2.189232120 -0.8482253152 0.3831246058 0.2646998273
## 2263 -1.510228016 2.275515808 -0.6693165652 0.3555775344 0.2479604951
## 2264 -0.843394329 2.335498676 -0.6877038729 0.2053907447 0.0636090345
## 2265 0.976872170 2.440807125 -0.3748517582 0.8274753266 0.2954348557
## 2266 1.183860463 3.106186032 -0.5539915513 1.8384412922 0.5674350735
## 2267 1.987925012 3.124752736 -0.5388036991 2.0279235359 -0.0687455289
## 2268 2.055303605 2.518610431 -0.4509562487 2.3767429556 -0.1220513537
## 2269 2.188493624 2.223592267 -0.2165127148 2.3820933140 -0.0565171339
## 2270 2.322444517 2.258219895 0.0733117869 1.9789721220 0.1425327494
## 2271 2.934268582 2.883428652 0.1639141358 0.2825823594 0.1671672054
## 2272 3.141838549 2.938074787 -0.0606727027 -0.1072111510 -0.1232737106
## 2273 3.563737955 2.443142281 -0.0179255989 0.0245097946 -0.4679698200
## 2274 3.588278157 1.539663394 -0.0412473484 0.3366956498 -1.0369305194
## 2275 3.399941654 -0.994670107 -0.5207541063 0.7934691657 -1.2687415742
## 2276 3.525814567 -1.719321433 -0.5742737747 0.5997354727 -1.1273427689
## 2277 3.579672047 -2.098458588 -0.7288011323 0.4977024786 -0.6587940509
## 2278 3.573367668 -2.128394212 -0.6042792096 0.0628659492 -0.3660682762
## 2279 3.611415865 -1.365348189 -0.3982140996 -0.1195637030 -0.4583135275
## 2280 3.800814685 3.109902441 0.2390698339 -0.0239629985 -0.6757042302
## 2281 3.442173363 3.050935843 0.2029404516 0.0200241801 -0.2045048905
## 2282 -4.302626014 -1.116899986 1.2930399502 0.9299846253 -0.6318856845
## 2283 -5.753226017 -2.003974795 1.6169986070 0.0586258155 -0.0595751603
## 2284 -5.296889432 -2.321007786 2.1433963292 -0.0072490366 0.1008464080
## 2285 -4.921890316 -2.563273567 2.6529150840 -0.0305060262 0.0390605715
## 2286 -4.887199667 -2.692638784 3.0926268874 -0.0004537480 0.1210495679
## 2287 -4.925322923 -2.953982911 3.2309874372 0.0408087577 0.1435029196
## 2288 -5.131395302 -3.130993903 3.1436226663 0.0577585206 0.0866339569
## 2289 -5.126884978 -3.146764415 2.9914838782 0.1135740435 0.0476210988
## 2290 -5.097151616 -2.945779516 2.9054313879 0.4796324825 0.2210625823
## 2291 -4.239560476 -2.374455137 2.7233693911 0.8026744660 0.3645544538
## 2292 -0.859266380 -0.515277753 1.7632872679 0.5263167062 0.4790566092
## 2293 5.248747653 3.841469858 -0.4683388866 0.9766128002 0.5970792581
## 2294 6.206612201 4.050942555 -0.2440920623 0.9514469834 0.2016650709
## 2295 6.163333939 3.816824405 -0.0978567704 0.7576680332 -0.0373193018
## 2296 5.717956887 3.600354429 -0.0399384401 0.8010028683 -0.0985521347
## 2297 5.436403052 3.557200159 -0.1306763310 0.8605268979 -0.1173723638
## 2298 5.361793942 3.673631316 -0.2949833375 0.9188328813 -0.0387363156
## 2299 5.440560676 3.748225260 -0.4502141576 0.6904386599 0.1226833845
## 2300 3.728009653 2.942022794 -0.0146880610 -1.2025441703 -0.9709668232
## 2301 0.713896201 2.593350956 -0.2113455166 -0.7644031437 0.2216948509
## 2302 1.560754677 2.867298498 -0.1396025904 -1.3024784746 0.0347628762
## 2303 2.637090300 3.252234106 -0.0047976232 0.1742023207 0.6176863036
## 2304 3.370003222 3.414276582 -0.0498097120 -0.1407832933 0.4315926532
## 2305 4.097416425 3.542465874 0.0580839721 -0.0203506065 0.1218396220
## 2306 -0.014871982 2.207200348 0.1931759700 -1.6509488790 -1.4633095665
## 2307 -3.407943035 1.957948591 -1.0806483563 -0.1920528021 -0.2665835936
## 2308 -2.866562037 2.161413318 -0.8590239772 -0.0089517661 0.3754065066
## 2309 -0.927557039 2.292071633 -0.7296878217 -0.0250240957 0.3051938821
## 2310 -2.348896619 1.971223384 -0.5864167978 0.1326160409 -0.2970700130
## 2311 -3.396187040 1.928143210 -0.6551188987 -0.0415066543 0.0424523127
## 2312 -0.447456366 2.296601199 -0.7266202921 -0.3322923027 0.7240462589
## 2313 0.304836836 2.018899152 -0.3894270721 0.7335019477 -0.9417965277
## 2314 -0.276383113 2.747602394 -0.6942169184 1.0634792067 0.3517458831
## 2315 0.214043007 2.790732923 -0.7308278692 1.4926446267 0.0397252337
## 2316 -0.064080102 2.380421130 -0.6776484156 2.1889208535 0.3228578550
## 2317 -0.280879476 1.733749147 -0.6587346268 2.3559850586 0.6029589020
## 2318 -0.159010400 1.552064464 -0.4584457096 2.3848348766 0.7016920943
## 2319 0.345435364 1.838049804 -0.2472167040 2.0383705524 0.7142600066
## 2320 1.356754574 2.481849911 -0.2207571949 1.3907877713 0.7183517139
## 2321 2.366887206 3.001996764 -0.2338269572 0.6480405082 0.5427488068
## 2322 3.103797719 3.067968236 -0.4512023201 0.0225414594 0.1444700710
## 2323 3.522730319 2.787268759 -0.3683007313 -0.1835867604 -0.1272142837
## 2324 3.889462174 1.834219386 -0.4114109084 -0.0408089123 -0.4391362668
## 2325 3.746588522 0.368896574 -0.3863731026 0.2262185849 -0.7518520865
## 2326 3.453412228 -1.001581793 -0.5277166639 0.3196612470 -0.7996639037
## 2327 3.322828070 -1.860899323 -0.6411542938 0.2283784335 -0.4164802517
## 2328 3.530186448 -2.226558056 -0.6777256615 -0.0518751128 -0.2517569222
## 2329 3.840565952 -2.363109765 -0.6150315650 -0.4271315225 -0.0849839227
## 2330 3.930682969 -2.235405518 -0.6040146401 -0.8173791872 0.1824157794
## 2331 4.106077310 -1.839246684 -0.4865891962 -1.0163260822 0.2425378333
## 2332 4.674795211 1.418174539 0.1597303375 -0.5632406981 -0.7551293011
## 2333 -4.818775608 -1.616578979 1.7093677502 0.1579690117 -0.5063328253
## 2334 -5.263619929 -2.391245341 2.2880398152 -0.0319687351 0.1828224076
## 2335 -4.941445103 -2.589002819 2.7169124803 0.0347117626 0.2018982024
## 2336 -4.933000506 -2.999643090 3.4017420794 0.2242790817 0.3038205434
## 2337 -4.949943337 -3.145105759 3.3225832518 -0.0843952343 0.3165760336
## 2338 -5.093919181 -3.009924366 3.0038853183 -0.3053395428 -0.0400679328
## 2339 -4.767709546 -2.626104062 2.8164784474 0.3385522166 0.2267977531
## 2340 -3.619686979 -1.968239070 2.4434138568 0.8560079976 0.8071266444
## 2341 4.186567587 3.507189270 -0.5567980225 0.9389321364 0.4561570847
## 2342 4.933097487 3.860604046 -0.3787738752 1.3654082583 0.3879119326
## 2343 4.810193315 3.465472057 -0.1229492628 0.7421552758 0.2280405171
## 2344 4.672601802 3.451323539 -0.2888694855 0.3858986017 0.1151124547
## 2345 5.152413992 3.786848695 -0.5719803572 -0.0710871290 0.1683512078
## 2346 2.854255639 2.634168558 0.0122260215 -0.6947238687 -0.8414466895
## 2347 1.386990419 2.334583763 -0.0367467865 -1.1196940864 -0.6356482939
## 2348 1.177670585 2.560891697 -0.0277037106 -1.3205531510 -0.1899877977
## 2349 1.995869729 2.933271810 -0.0220831960 -1.3631363527 -0.2458852607
## 2350 0.164220252 2.946666669 -0.2681070651 0.2494039689 0.0301365166
## 2351 0.610295907 2.989110047 -0.2304476744 0.6766193850 0.4428575503
## 2352 3.536973123 3.562537586 0.0079004892 0.0945255642 0.2130941551
## 2353 3.951954454 3.493661982 0.1653306496 0.1542319694 0.1789897499
## 2354 4.125769876 3.354507315 0.3731332076 0.1165460007 0.0744612140
## 2355 -3.090734959 1.961001851 -0.8703449109 -0.2272206305 -0.1800512824
## 2356 -2.874396129 2.064463110 -0.8528239023 0.0053540108 -0.0349638387
## 2357 -1.103237266 2.291289965 -0.6980935821 0.1077984284 0.1892548697
## 2358 -1.212816900 2.208613815 -0.4302624724 -0.4134856669 -0.5132675463
## 2359 -1.150907238 2.370529282 -0.6147486041 -1.8946233477 -0.1175310429
## 2360 0.291379383 2.171492286 -0.6478898144 -1.1269667671 0.2927006308
## 2361 0.538434435 1.943175813 -0.5737301587 -0.1598891200 -0.2174242146
## 2362 -0.291190516 1.879500553 -0.5682049569 -0.1701437188 -0.3372856664
## 2363 -0.820617433 2.184184057 -0.5289275894 -0.6878543989 0.2758454542
## 2364 -0.625565905 2.504584802 -0.5765961620 -0.6717347457 -0.0225060361
## 2365 -1.446238456 1.885685459 -0.6774228958 0.2025016181 -0.0585512049
## 2366 -1.979785603 1.394777943 -0.6052585793 0.2725193092 0.3480158414
## 2367 -2.117909250 1.289821737 -0.4508957708 0.4263412508 0.6427484318
## 2368 -1.704975366 1.510034101 -0.2289554890 0.7742185167 0.7713072768
## 2369 3.780461420 2.439806783 -0.4502222607 0.0839971052 0.0941350516
## 2370 4.448341742 0.029874305 -0.5527820578 -0.5420598579 -0.2197601017
## 2371 4.076750743 -1.659358698 -0.6325357727 -1.0552221976 0.2642452295
## 2372 4.366338574 -1.822272925 -0.5252545660 -1.0511769969 0.7286169291
## 2373 4.518604312 -1.559347281 -0.5596774694 -1.0881063893 0.6038127101
## 2374 4.783124218 -1.117483982 -0.3351564848 -0.9840057151 0.3035789654
## 2375 4.920428091 -0.638159936 -0.2797560245 -0.7879031600 0.1315373703
## 2376 5.275659557 1.011622938 0.1805790373 -0.1909826958 -0.6707536746
## 2377 -3.385726191 -1.345735248 2.0766912179 0.4327030210 -0.6871587453
## 2378 -4.914156469 -1.840942428 2.1050154197 0.0705836777 -0.1702757868
## 2379 -5.355830083 -2.052032818 2.2898087814 -0.1523617691 0.0957421681
## 2380 -5.238069990 -2.410873879 2.3631828364 -0.0492034046 0.2266072789
## 2381 -5.187872056 -2.533521998 2.5782717233 0.2026887511 0.3108226303
## 2382 -5.100844226 -2.763064336 2.8811035628 0.4939733589 0.2700420173
## 2383 -5.136573349 -2.899205809 3.2417456571 0.4905397706 0.0835764996
## 2384 -4.763469414 -2.780685327 3.4370654169 -0.0692777965 0.4780686132
## 2385 -4.534857493 -2.395765061 2.7832991365 0.8233615849 0.7103581511
## 2386 -1.390181112 -0.818197651 1.9542054765 1.1280275705 0.6634305767
## 2387 3.587156135 3.439722749 -0.3547966359 0.8626220719 0.4629646790
## 2388 4.158302908 3.589311298 -0.1954986851 0.6633617677 0.3389994872
## 2389 4.222136768 3.408809782 -0.0998394741 0.1942616122 0.3076337640
## 2390 4.383262585 3.484649641 -0.1585358781 -0.0484198546 0.2390919646
## 2391 4.616092248 3.503739549 -0.3148439354 -0.1044474918 0.2434745195
## 2392 4.554272492 3.579285196 -0.3469052245 0.1399324571 0.1212226585
## 2393 3.526566284 3.194493759 -0.1677111026 -0.3777878874 -0.2025549429
## 2394 2.216610400 2.915963159 -0.0651857098 -0.9889913787 0.0309429361
## 2395 3.900938137 3.586316501 -0.0749308910 -0.2497760705 0.3213398790
## 2396 0.385462708 2.999770564 -0.3660757824 0.0355842283 -0.0066939603
## 2397 3.127702085 3.465535753 -0.0234476445 0.7382746337 -0.0356590577
## 2398 3.540014465 3.503499768 0.0580137443 0.5538310272 0.1966802117
## 2399 3.750191873 3.482963040 0.1514908260 0.4741041929 0.4345267665
## 2400 3.944218247 3.479838702 0.1662010474 0.1213146927 0.2117953034
## 2401 2.950903977 2.995175461 0.2568136510 -0.7090936536 -0.4183830135
## 2402 1.166620664 2.643345180 -0.0861416247 -1.3939565420 -0.9432059157
## 2403 -0.787655002 2.312745801 -0.4960343923 -1.5843286240 -0.8149784554
## 2404 -2.631029009 2.223651690 -0.8497839943 -0.3007480686 -0.1863055558
## 2405 -0.927846740 2.288916816 -0.7060286057 -0.0915030965 0.2368966447
## 2406 -0.239706215 2.191303222 -0.3583043922 -0.7356093423 -0.5311729045
## 2407 -0.150824161 2.223535904 -0.2247619863 -1.6937791403 -0.9257718212
## 2408 1.699376392 2.102840220 -0.3830477627 -0.8061938591 -0.7569848140
## 2409 0.085932851 2.445911957 -0.4786224233 -0.5420253015 0.0312968443
## 2410 0.134559856 2.745584859 -0.4405832655 -1.1068198738 0.3231211325
## 2411 0.476902879 2.904566645 -0.4021318828 -1.3165159384 -0.2542730850
## 2412 0.183619312 2.513504210 -0.2712524685 -1.2340769563 -0.6707640006
## 2413 -2.422615499 1.614278546 -0.2075572819 -0.3884567345 -0.1495969481
## 2414 -1.684231421 1.841486889 -0.1314627899 1.1221163038 0.2758900098
## 2415 -0.456433591 2.387655996 -0.4394580707 1.7315821531 0.6125283674
## 2416 1.540441678 2.748151698 -0.6274698075 1.3033232474 0.9634796611
## 2417 5.346957084 1.976087783 -0.5604615126 -1.3545696084 0.7309028348
## 2418 5.931456869 1.011641037 -0.4238224062 -2.3551597005 0.4408393028
## 2419 5.969250647 0.407663297 -0.2954811714 -2.8532346988 0.6184879884
## 2420 5.251053094 -0.324238261 -0.4277764566 -1.8796532864 0.6850056596
## 2421 5.124218314 -0.476844334 -0.4586730452 -1.0338281804 0.6406520676
## 2422 5.221545876 -0.558562465 -0.4388878433 -0.5240934333 0.3109125064
## 2423 5.452047028 -0.443474328 -0.2488760798 -0.3104271128 -0.0369626808
## 2424 5.199794142 1.176307632 0.0842347181 -0.0273433764 -1.1789265146
## 2425 -1.804456747 -0.655792824 2.0808677102 0.4553692965 -0.4238433249
## 2426 -3.816810352 -1.452985941 2.2370881087 0.3329563790 -0.2701032884
## 2427 -4.996143585 -2.027221437 2.3336713034 -0.1715490862 0.2037683612
## 2428 -5.270823661 -2.616344402 2.8277894768 0.0471450208 0.2122477903
## 2429 -5.309836185 -2.874336168 2.9626883417 0.1430077752 0.3124141562
## 2430 -5.097635600 -2.848470921 3.2333807719 0.3028861612 0.4032629725
## 2431 -5.217496611 -2.500834317 2.7125702579 0.5257163279 0.2448392401
## 2432 -4.340965011 -1.981327261 2.3219757066 1.1778780933 0.7630912967
## 2433 -0.983002079 -0.265556458 1.5884375867 0.7539489130 0.6335631192
## 2434 3.354351531 3.387786847 -0.2567724378 0.6234743408 0.0308524366
## 2435 4.313790989 3.568339319 -0.1773803925 -0.0006690194 -0.0751837030
## 2436 4.790358237 3.701540599 -0.3231765907 -0.0874172212 0.1004272372
## 2437 5.070804501 3.932357163 -0.3787645955 0.0661469218 -0.0362780111
## 2438 4.412634132 3.799543211 -0.3763608166 -0.0931108481 -0.0168212233
## 2439 3.921703953 3.509557156 -0.1785747181 -0.5485088559 -0.0710913994
## 2440 3.415727326 3.147731164 0.0366726578 -0.4321078400 -0.0449805327
## 2441 3.693076727 3.351542322 -0.0776943251 -0.0679758445 0.2661709944
## 2442 4.059996547 3.734795231 -0.1427149577 0.0349509510 0.2038363765
## 2443 0.683963273 2.954764803 -0.3711965666 0.0148240887 0.1917040874
## 2444 1.382023511 2.939707373 -0.3785112010 0.7294423108 0.3550442038
## 2445 3.674501808 3.416281414 0.1373018160 0.2802363500 -0.0453519015
## 2446 3.286807088 3.114076441 0.2492180669 0.1214508755 -0.1430718199
## 2447 2.392111004 2.996649203 0.0596569336 -0.6015508453 -0.5730831879
## 2448 1.073596347 2.846576737 -0.2566082995 -1.4510513437 -0.8299113035
## 2449 -0.384002983 2.628521056 -0.6787191732 -1.4138423076 -0.7236473863
## 2450 -2.368491637 2.131998562 -0.8786170740 -0.3145918661 -0.1943933281
## 2451 -2.137239620 2.199016977 -0.9231394136 -0.0579925300 0.3341145730
## 2452 3.369482576 1.818342156 -0.2888978405 -1.2729727523 -1.5927013260
## 2453 0.570701168 2.945480824 -0.4382565342 -0.8639411098 -0.1141869582
## 2454 1.296759270 3.301540355 -0.4651241545 -0.4847741951 0.1414960940
## 2455 -1.648211554 1.666406713 0.0543591519 -0.7726945300 -0.6852994256
## 2456 -2.501169247 1.517636587 -0.1233171293 -0.1719874555 -0.3591324614
## 2457 -2.060558620 1.839600236 -0.4548888220 1.2724292419 0.4843239597
## 2458 -0.255820328 2.273865209 -0.6377330215 1.7430958176 1.2694175151
## 2459 5.852784452 3.193635057 -0.4256537474 -0.9819819247 2.0938059619
## 2460 7.706157509 2.906524135 -0.1288833287 -2.2335916994 1.2114210635
## 2461 7.234653170 1.704167627 0.0233014857 -1.6330062423 0.2811095896
## 2462 6.322591599 1.193798687 -0.1447950254 -1.2292195601 0.2070225558
## 2463 5.670173194 0.661953624 -0.2620245136 -0.7989720822 0.4268796173
## 2464 5.472339054 -0.224440965 -0.1434597112 -0.0251380105 0.1062578336
## 2465 5.530514204 -0.279658052 -0.1155532859 0.0621771863 -0.0472374340
## 2466 5.789131648 -0.214564041 -0.1131753865 0.2624683750 -0.5527844133
## 2467 5.426360731 0.095996243 -0.0235421136 0.2066918721 -1.1529903272
## 2468 4.731611956 0.943541588 0.2157095389 -0.0753093123 -1.6511492039
## 2469 -4.599359493 -1.814922830 2.4094106348 -0.3961253255 -0.0917232962
## 2470 -4.635371612 -1.983432691 2.4429900157 -0.2868667096 0.1576203762
## 2471 -4.484155777 -2.075469004 2.4245726246 -0.4237587091 0.0829219908
## 2472 -4.982306151 -2.598199107 2.7210349404 -0.5108876442 0.0491501985
## 2473 -5.183404552 -2.902941663 2.8008016256 -0.2970288492 0.2619090313
## 2474 -5.233063794 -2.787543328 3.0452553434 0.0920128632 0.0800344076
## 2475 -5.217859484 -2.661373827 3.1004177888 0.2947719639 0.0673956130
## 2476 -5.463298386 -2.707612492 2.8551396291 0.3454457407 0.0804031241
## 2477 -5.651386073 -2.597886340 2.6379779682 0.1828214091 0.2110977358
## 2478 -5.349668344 -2.363550426 2.4026045396 0.4725116478 0.4846109471
## 2479 -4.144252176 -1.721522886 2.2676559062 1.2623125979 0.8987595794
## 2480 -2.348010704 -0.866749756 1.8389038412 1.6164202560 1.0736951559
## 2481 3.620984451 3.096594758 -0.1861441081 0.4236676956 0.0655413563
## 2482 4.438031576 3.451209521 -0.2014467056 0.0223605314 0.1370273317
## 2483 5.135250804 3.755141079 -0.2580715170 -0.5504452441 -0.0016415614
## 2484 5.254294600 3.984507312 -0.3074883378 -0.6052162168 -0.2691999349
## 2485 4.526267878 3.951217134 -0.2846423304 -0.2012637777 -0.2352515067
## 2486 4.201242752 3.404464328 -0.0937541762 -0.6442976163 -0.3396708821
## 2487 3.951076594 3.327193493 -0.0374708949 -0.7176215230 -0.4991385717
## 2488 3.727391467 3.405858466 -0.1091143832 -0.2488460831 -0.3731600331
## 2489 0.644642330 2.881017302 -0.3123477503 0.2928002841 -0.0968955218
## 2490 1.250339992 2.769052128 -0.2004892966 0.7784210285 0.4989160077
## 2491 2.295536048 2.984453583 -0.0118168213 0.6230626067 0.3100533912
## 2492 3.352096183 3.217349944 0.3696272393 0.4163259434 -0.3460603884
## 2493 3.043063112 3.097711320 0.3726154305 0.5187851497 -0.1294637566
## 2494 1.004718189 2.820552806 -0.2430418738 -1.0385667370 -0.9899603983
## 2495 -0.605270560 2.471777080 -0.5281669639 -0.7218909128 -1.0760571903
## 2496 -2.084408573 2.193715206 -0.6518423963 -0.0044226214 -0.6467822924
## 2497 -0.703677924 1.892274331 -1.1414364994 0.3454219494 0.7447917022
## 2498 1.917132569 1.454012552 -1.0212698478 -0.1245763989 0.5547785573
## 2499 4.185985480 1.201604215 -0.7303361094 -0.5906433510 -0.4691421550
## 2500 5.789477302 1.217487259 -0.6145294407 -0.5996306408 -0.6467886166
## 2501 4.689110585 1.557916775 -0.3103504369 -0.8856182771 -1.2769277568
## 2502 2.842297512 2.321455198 -0.1901333692 -0.9063123060 -1.3848891408
## 2503 1.145952213 2.945223187 -0.3260445317 -0.0856698362 -0.5259613116
## 2504 0.754572856 3.065446369 -0.5618324850 0.7665081359 -0.1041603703
## 2505 1.186343813 2.983054181 -0.4028191329 0.8000376367 0.1651450093
## 2506 -0.004950126 2.232119857 -0.0537382430 -0.1707577715 -0.3398896193
## 2507 -2.068561988 1.453031654 -0.0933799631 -0.2779838068 -0.4468813032
## 2508 -2.781968657 1.333386260 -0.2150735649 -0.0319205795 -0.2788979860
## 2509 -2.995657365 1.435241124 -0.4416344445 0.2634077043 0.0906093152
## 2510 -1.680227713 2.031255987 -0.5719435599 0.8546160424 0.7237740802
## 2511 1.864158365 3.402987244 -0.5402600643 0.8120153625 1.8766556346
## 2512 9.284807743 3.349749677 0.5224767458 -0.3013151379 -0.2505438962
## 2513 8.195162908 2.559861976 0.4494092378 -0.0816429074 -0.5946424981
## 2514 7.109577842 1.894542744 0.2106709799 -0.1960086100 -0.5240659889
## 2515 6.154778454 1.074691315 -0.0811218543 -0.2232113045 -0.2060409499
## 2516 5.860853799 0.302849422 -0.2046276072 -0.2914087177 -0.1108588745
## 2517 5.895114802 -0.598211432 -0.0615947283 -0.0780363802 -0.3392044808
## 2518 5.991507735 -0.680203078 -0.1446035198 0.0617262999 -0.2924071972
## 2519 5.897064368 -0.517375646 -0.1024205260 -0.0093729360 -0.4511130728
## 2520 5.579654578 0.233909092 0.2136499628 -0.3348767620 -1.0006481811
## 2521 4.858329297 1.472734296 0.4014996050 -0.8008638919 -1.2409158076
## 2522 -0.506925064 -0.300755107 1.8893514102 0.5650077803 -0.9082552296
## 2523 -2.499835644 -0.950605433 2.1401777204 0.7323759718 -0.6823690817
## 2524 -3.999951144 -1.550509562 2.3349779339 0.2762790802 -0.2513092704
## 2525 -4.459461926 -1.820015848 2.3716330020 -0.0397554330 -0.0749892409
## 2526 -4.253089139 -1.968170855 2.3646341328 0.1565055635 0.2671181192
## 2527 -4.382928912 -2.087956838 2.4164884957 0.1016725733 -0.0814450419
## 2528 -4.703887160 -2.487180486 2.5578049709 0.0489825574 -0.1778127398
## 2529 -5.047811264 -2.793606937 2.6122272174 0.1052053662 -0.0092020833
## 2530 -5.135936468 -2.843177764 2.9264588077 -0.1196298085 -0.0700276612
## 2531 -5.304759297 -2.891654613 2.8871827277 0.1128034151 -0.1371570357
## 2532 -5.609039105 -2.587908444 2.4539334534 -0.0325128546 0.0832209529
## 2533 -3.905641050 -1.475030405 1.9322568058 1.5972982573 0.5131776345
## 2534 5.442157708 3.772935713 -0.3837379418 -0.1244467665 0.1572491198
## 2535 5.404268509 3.841638956 -0.0942307990 -0.1208042897 -0.5268920195
## 2536 4.882853228 3.741568132 -0.1534358639 -0.1869320511 -0.4518177525
## 2537 4.746678180 3.651763513 -0.2635504056 -0.1446977939 -0.1533293536
## 2538 4.861982717 3.535539356 -0.0407094452 -0.6438613075 -0.0544040028
## 2539 3.943910984 3.620398821 -0.0926386158 -0.0371467117 -0.2100007307
## 2540 1.458197382 2.708513171 0.0701157414 0.8964279219 0.7535840295
## 2541 2.857897108 2.779375767 0.5934672720 0.0625660581 -0.1632237435
## 2542 2.767458791 2.871952793 0.4711235943 0.1151513191 -0.1133338966
## 2543 2.757183943 3.107270877 0.2160947859 0.1081351088 -0.1434172350
## 2544 1.986573839 2.927368725 0.0349502924 -0.3406249494 -0.5359350875
## 2545 0.217063221 2.401579759 -0.1470493811 -0.5218424816 -1.1243007944
## 2546 -0.943374197 1.297173181 -1.0946426576 0.4711979564 0.7184268812
## 2547 4.628077851 0.414884617 -0.9924270117 0.8960576089 0.2077287557
## 2548 6.293294660 0.631004300 -0.7640396720 0.6890451309 -0.1043692418
## 2549 1.598394568 2.753750156 -0.4042418580 -0.1270168657 -0.9321911520
## 2550 0.334960851 2.656331343 -0.4958059675 0.4788032798 -0.5812581092
## 2551 0.012624155 2.481144393 -0.5660258206 1.5301269040 -0.0566679262
## 2552 -0.530525334 2.116258009 -0.3957797872 1.3854567681 0.1290689775
## 2553 -1.198045848 1.748727240 -0.3745189231 0.6977356951 0.0476623599
## 2554 -2.114656413 1.434646546 -0.3856414421 0.1217939703 -0.3486027933
## 2555 -2.846254829 1.293512958 -0.4865392877 0.0383218681 -0.4346738480
## 2556 -3.194737818 1.300931925 -0.5238184103 -0.0147084447 -0.1878756127
## 2557 -2.238540303 1.846529748 -0.5283400038 -0.2205686660 0.3279793940
## 2558 1.254423564 3.369781727 -0.2897118497 -0.2813596252 1.2798524470
## 2559 5.775106154 4.496015990 -0.0265208332 0.0183850307 1.3770777880
## 2560 9.059243440 4.485514102 0.4011631880 0.3024787598 0.0464176053
## 2561 9.473919847 3.207876176 0.6691654877 0.4174612542 -0.6420601878
## 2562 8.248617979 2.111685219 0.6535101174 0.3637282011 -0.8942915904
## 2563 7.194681317 1.294669196 0.4768248991 0.4136102016 -0.9578591450
## 2564 6.079805788 0.078118082 -0.0380818682 -0.0150253894 -0.6616827948
## 2565 6.012255788 -0.331744109 0.0560416578 -0.4358128536 -0.2980596075
## 2566 6.393818971 -0.540058925 0.0573858007 -0.8317233823 0.1852712870
## 2567 6.222859760 -0.170816608 0.3147211895 -0.6542748962 -0.0686992975
## 2568 -1.267412415 -0.810668063 2.1917928682 1.2930801156 -0.5712044939
## 2569 -4.416534117 -2.154414033 2.5024527231 0.4264191975 0.1851259692
## 2570 -4.417026496 -2.188700339 2.4838917132 0.3237334551 0.2334759199
## 2571 -4.554385190 -2.514253017 2.6705567650 0.1661682257 0.1917271274
## 2572 -5.203893586 -3.137618428 3.0780962250 0.0783491021 -0.1675210068
## 2573 -5.591369544 -2.927886391 2.9280835070 0.0494688487 -0.0727421763
## 2574 -5.483917228 -2.602147337 2.5602587383 -0.1871017085 0.1205456967
## 2575 -4.748974761 -2.006846836 2.3196538751 0.1330581919 0.3360236203
## 2576 -2.894881248 -1.020614203 1.7540798014 0.8756960416 0.9631824236
## 2577 5.171657707 3.561013829 -0.4523053199 0.7351330432 0.3266474392
## 2578 5.720733661 3.804717190 -0.1411209598 0.4142438172 -0.1982190437
## 2579 5.348269210 3.758201127 -0.1671904018 -0.4443233181 0.0141331813
## 2580 5.221434304 3.605702854 -0.0271261935 -0.9153016479 -0.4427137349
## 2581 4.384119395 3.420557638 -0.0031881646 -0.5776800659 -0.7947034389
## 2582 0.419594246 2.557709106 -0.1877557406 -0.1069911833 0.2248107397
## 2583 0.631353335 2.988712000 -0.3149627444 -0.2815145644 -0.2247670276
## 2584 0.295239763 2.891142263 -0.2746183034 0.0298342587 -0.0492547296
## 2585 0.517072764 2.745473705 0.0606670932 0.5615410719 0.5848005831
## 2586 2.395104586 2.856719848 0.7094237008 0.4162971134 0.6290461048
## 2587 1.664242107 0.561815119 -1.1250210599 0.3238503116 1.0101084418
## 2588 3.949807472 0.051797439 -1.1070199876 0.5592897880 0.5711479937
## 2589 5.163244586 -0.050514866 -0.9191268155 0.3762977801 0.3379687077
## 2590 4.158044844 2.234852911 -0.3554917596 -0.3057820799 -1.1290432414
## 2591 1.794177641 2.479883897 -0.3568140188 -0.2655164428 -0.9383173199
## 2592 -0.076318148 2.284666783 -0.3352575135 0.0996905138 -0.4219980900
## 2593 -1.682363191 1.911273542 -0.6709753431 1.1850386571 -0.0806475783
## 2594 -2.244973828 1.523433160 -0.6521689880 1.2113228187 0.1897186127
## 2595 1.620132567 3.408320268 -0.2457504906 -0.3041555204 1.5020701289
## 2596 5.927515915 4.233313578 0.0677535302 -0.1219476037 1.2899646631
## 2597 8.880065447 3.928201559 0.4415528908 0.3666823684 0.0609330804
## 2598 8.917270477 2.518219070 0.5407232811 0.8257423141 -0.3766071583
## 2599 7.874633498 1.387365212 0.4938533450 0.7927562677 -0.6485325241
## 2600 7.045195004 0.553136036 0.3732591299 0.6621747858 -0.5750483062
## 2601 6.561740615 0.055165778 0.1832389735 0.0801874383 -0.2868285621
## 2602 6.802838217 0.284408125 0.1284010540 -0.7198371231 0.6645234562
## 2603 6.963750218 0.110562049 0.3020194384 -0.6229662136 0.1330472953
## 2604 5.939274323 1.025621298 0.7161029173 -0.5048616195 -1.0926425007
## 2605 -4.514140351 -2.225840023 2.6269277055 0.2065468012 -0.0160090520
## 2606 -4.584558784 -2.285215049 2.6301273847 0.1866968586 0.0321813870
## 2607 -4.530068261 -2.166199365 2.3856909273 -0.0386878410 0.1854097786
## 2608 -4.723191092 -2.160978874 2.5359905286 0.1878837633 0.2181726885
## 2609 -4.922630893 -2.456507573 2.7692192476 0.2012937742 0.3683611543
## 2610 -4.911179287 -2.817351243 2.9594824391 0.0109756789 0.3128401294
## 2611 -4.748026451 -3.056428420 3.1049235052 0.0254463344 0.2169231234
## 2612 -4.612633907 -3.143254752 3.2319319795 -0.0713382737 0.0538483974
## 2613 -4.957426201 -3.181794935 3.0754374213 -0.2054410886 -0.1493924380
## 2614 -5.395293300 -2.903862283 2.8807000510 -0.3153903334 -0.0539383097
## 2615 -5.668201946 -2.733166289 2.6488948965 -0.1298968537 0.1469867805
## 2616 -5.201918642 -2.502251698 2.5974732213 -0.2031035628 0.4365917156
## 2617 -4.919986191 -2.418061206 2.5611719374 -0.5179765626 0.3360330866
## 2618 -4.758514947 -2.228082328 2.4378625729 -0.2852815632 0.0712973746
## 2619 -1.343202038 -0.260630392 1.2900509556 1.4887242509 0.9049609120
## 2620 5.186638792 3.702740088 -0.2746159790 0.5804767147 0.4663237451
## 2621 5.503653677 3.637591624 0.0357174079 0.0661300890 0.2106798714
## 2622 5.514663539 3.571352825 0.1380131072 -0.2508714992 0.0387952333
## 2623 5.864125005 3.880942830 -0.0821139068 -0.4562688705 -0.2574467731
## 2624 6.006616830 3.916649698 -0.2101215206 -0.3965112254 -0.1188001349
## 2625 5.166665897 3.556350007 -0.1633162290 -0.6958523437 -0.7380396084
## 2626 0.246973606 2.582495451 -0.2863261665 0.3204908834 0.1891371807
## 2627 0.965669627 2.807432526 -0.1844716569 0.2608196184 -0.1194096250
## 2628 0.884756166 2.937978173 -0.3035752764 0.0730208082 -0.2636251354
## 2629 -0.033322280 2.926024080 -0.3019304394 0.0993640499 0.1094187224
## 2630 1.645304008 2.943010241 0.4111344092 0.5438374094 0.8638302708
## 2631 2.993027236 2.710553631 0.5768874573 0.0961378968 0.1367229793
## 2632 2.973618401 2.790881612 0.5136038794 0.0415054026 -0.0769607509
## 2633 1.777790324 2.676158360 0.4179921926 -0.6163190173 -0.4822070481
## 2634 -0.175168616 2.000398317 0.1673021415 -1.1414424852 -0.9923630177
## 2635 -1.559613343 1.457427964 -0.2559029705 -1.0240528774 -0.3479400695
## 2636 -1.120266525 0.967673556 -0.7585147331 -0.1664006013 1.0100583211
## 2637 3.001284915 0.245074750 -0.9775484339 0.3655874726 1.3245840144
## 2638 4.541800661 0.270810248 -0.8140949047 0.0313947677 1.0938347470
## 2639 5.638262481 0.692442859 -0.7134915457 -0.1439367940 0.7764886505
## 2640 -0.147441837 2.180528515 -0.4113976559 0.2224742161 -0.6355589138
## 2641 -1.427215616 1.976453434 -0.4797564307 0.2346155936 -0.2505379756
## 2642 -2.083146161 1.736702980 -0.5753160641 0.2319307507 0.0768382985
## 2643 -2.617015200 1.568451417 -0.6800036209 0.2887814632 -0.1149974534
## 2644 -3.044341972 1.379224713 -0.7587688901 0.4928021300 -0.1515825690
## 2645 -3.297933305 1.270821960 -0.6665182549 0.6554792698 0.1514913274
## 2646 -3.368022230 1.058695409 -0.5951222058 0.5642392862 0.0072713346
## 2647 -3.605280503 1.115306715 -0.6698389176 0.1377550040 0.1767930998
## 2648 2.090532445 3.415433816 -0.2520027211 -0.4320450234 1.6175196961
## 2649 6.272264400 4.035708961 0.0489332680 -0.1563022823 1.2042147469
## 2650 8.277536806 2.119981867 0.3474969812 0.7695676481 -0.2430727805
## 2651 7.371746058 1.215730488 0.2033575326 0.4242534509 0.1094966680
## 2652 6.800136962 0.504874247 0.0836757166 -0.7731994466 0.7537977936
## 2653 6.880497825 0.622115594 0.2494139710 -0.7760152097 0.6020101570
## 2654 6.959562237 0.800135176 0.2560327956 -0.4322167167 0.5265979142
## 2655 6.986909135 0.784735010 0.2363125324 -0.1303794567 0.2384688738
## 2656 7.204588061 0.697711911 0.2478349015 -0.1072721107 0.3078163557
## 2657 7.217251283 0.767509424 0.1027202061 -0.7453563508 0.2466301885
## 2658 6.769222013 0.896443033 0.5114428516 -0.8559699556 -0.2336539653
## 2659 0.651996110 0.091840980 1.9526847029 1.7925131355 -0.7155130017
## 2660 -1.904451407 -0.893346444 2.2093184292 1.6648048827 -0.6157788220
## 2661 -3.785725421 -1.522952885 2.2931283920 0.9030264420 -0.0074119359
## 2662 -4.538302185 -2.088879137 2.5397735360 0.3867825405 0.1859532273
## 2663 -4.633679499 -2.528801070 2.8187757204 0.2026603976 0.1452186809
## 2664 -4.659213771 -2.363778251 2.8196673488 0.0763207854 0.0047304045
## 2665 -4.273020650 -3.098843367 3.1817351888 -0.3152933224 0.1503984828
## 2666 -5.036135809 -2.716099455 2.9021468246 -0.2507811687 -0.1112916024
## 2667 -5.528469329 -2.646044311 2.7872865529 -0.1819577313 -0.0241924307
## 2668 -5.177006480 -2.379429938 2.6895886549 0.1363085661 0.2831627798
## 2669 -4.615862376 -2.181275056 2.6347984661 0.1604460210 0.2386229149
## 2670 -4.564053989 -2.270819892 2.5691661787 0.2150566503 -0.1030230935
## 2671 -4.283757036 -1.957317430 2.1926675625 0.6337957968 0.0517702048
## 2672 -2.823412664 -1.140316620 1.6596992740 1.3101584581 0.8741077644
## 2673 -0.242823755 0.137466127 1.0208175266 1.4196306685 1.1639114684
## 2674 5.517031195 3.766111240 -0.0070123331 -0.1699746698 0.1902196615
## 2675 5.940848659 3.762488410 0.1272255590 -0.4760373246 -0.0914610031
## 2676 6.206549752 3.694152845 0.1147499633 -0.2562981531 -0.0106181526
## 2677 6.209421896 3.897123577 -0.0369922207 -0.1241480133 0.0020888347
## 2678 6.320778381 4.079197790 -0.1995556126 -0.0973830225 0.2732397539
## 2679 5.990184195 3.842662217 -0.2065111103 -0.6915296665 -0.0058530968
## 2680 0.019205142 2.649067746 -0.4595235857 0.2096288875 0.1713286603
## 2681 0.418997283 2.686950612 -0.2860488106 0.2543058766 0.1642848876
## 2682 -0.338638795 3.012148765 -0.4920916973 0.1723289190 -0.1670659724
## 2683 -0.023448884 2.916398602 -0.2426415657 0.4022672233 0.2385164946
## 2684 0.928861159 2.879482834 0.1032608175 0.7526973887 0.4660247896
## 2685 2.106182478 2.727698648 0.3726842773 0.7506475958 0.4704821857
## 2686 2.833772438 2.706745806 0.4956407700 0.3265591647 0.3170304129
## 2687 3.051042887 2.698407464 0.4949334402 0.1464356923 0.0453279626
## 2688 2.894998087 2.874026431 0.3180736540 0.2635213830 -0.1876417705
## 2689 0.987297435 2.490807063 0.0536079715 -0.9446844690 -0.6386421974
## 2690 -0.745063568 1.521311023 -0.5731155518 -0.5126458057 0.4239220126
## 2691 0.086938563 1.326845172 -0.8368643797 0.5501289061 1.2971259683
## 2692 5.081067929 1.176756736 -0.5614498786 0.5980686926 1.0062963018
## 2693 5.415828164 1.473997914 -0.3918687965 0.4134951953 -0.2234003738
## 2694 0.082656386 2.236909081 -0.5067160276 -0.4653919458 -0.7461867619
## 2695 -1.119852727 2.166614595 -0.5209755118 -0.7069958214 -0.5954880334
## 2696 -4.057299794 0.968359191 -0.2709544102 0.0989668346 -0.0019434938
## 2697 -1.923302036 2.191670748 -0.4577419001 -0.3642432705 0.7807544131
## 2698 2.371474133 3.471470381 -0.2230181396 -0.1912564552 1.6842602141
## 2699 8.450873308 3.348509785 0.4526053450 0.1425922809 -0.0634655028
## 2700 7.835140022 2.114382345 0.3013391788 -0.0953803398 -0.0788932816
## 2701 7.131800383 1.489762496 0.0439943572 -0.3546074142 0.2542614985
## 2702 7.089620091 1.297643319 0.0930196521 -0.5527256214 0.4987207329
## PC6 PC7 PC8 PC9 PC10
## 1 2.2878648740 -0.0446541143 -0.3680953428 2.326788e-01 -0.1204998488
## 2 1.2304576254 0.0612899401 -0.9299937044 -3.204148e-02 -0.2730644325
## 3 0.2652718851 0.0592905799 -0.2872583153 -1.007855e-01 -0.1173457675
## 4 0.0246493338 -0.0713165168 0.2045547242 -6.430751e-02 0.1353081510
## 5 -0.2806643953 -0.3021209187 0.1654374663 1.580851e-01 -0.0587952963
## 6 -0.6418480158 -0.3137645404 0.0649474317 2.772385e-01 0.1822113496
## 7 0.2352791729 0.3504598983 -0.3533286535 3.534518e-01 0.7996945656
## 8 0.7709357829 0.2720441713 0.0842267629 2.744314e-01 0.6527540175
## 9 -0.0025847252 0.1445833625 -0.2331321433 2.333851e-01 0.3763935266
## 10 0.1698582716 0.2257403930 0.0278671384 8.873374e-02 0.4648760732
## 11 0.1475026133 -0.1347822004 0.0971582696 5.892546e-02 0.4122766506
## 12 0.0909144719 -0.0666568545 -0.4888900367 -1.295532e-01 -0.2288221647
## 13 0.1955045071 0.0475946824 -0.5371699488 1.537459e-01 -0.4540756292
## 14 0.2147672232 -0.3003724930 0.2604185228 -1.469992e-01 -0.0983317016
## 15 -0.1543528141 -0.1035671420 -0.3466829922 2.568683e-02 0.1339202328
## 16 -0.4289647996 -0.1941663223 -0.2483480024 1.099672e-01 -0.0869443182
## 17 -1.0711508952 -0.2358111715 -0.0868599283 4.261208e-01 -0.4930132556
## 18 -1.1531833566 -0.0831010818 0.1307594682 3.642173e-02 -0.2971675945
## 19 -0.9786996449 0.0498470343 -0.2919834426 1.576794e-01 0.0854868262
## 20 0.1211771588 0.1798074556 -0.1943386427 -1.905310e-02 0.1912696119
## 21 -0.2502135463 0.2550545364 0.1479657084 2.879962e-03 -0.2408431353
## 22 -0.5586310516 0.4147374552 -0.1863438094 4.543269e-01 -0.6005364259
## 23 -0.8587441920 -0.0763400673 -0.1771456968 8.887867e-02 -0.2576852994
## 24 -0.1211626174 0.0242419979 0.3165323020 -1.545997e-01 0.4761889926
## 25 -0.1496693740 0.2886071206 -0.1049426691 -1.937685e-01 0.1188110309
## 26 -0.4313234699 0.0585147374 -0.1764060867 5.947014e-01 0.4929722833
## 27 -0.2218982111 0.1315064784 -0.3042758150 5.054923e-01 0.4325556431
## 28 -0.1890250139 0.1745362282 -0.3697635625 2.410098e-01 0.2718716589
## 29 -0.0355954615 0.0364538922 0.0512075936 1.612510e-01 0.1939613851
## 30 0.3130746790 0.1538378829 0.2398381183 -4.817987e-02 0.2788093724
## 31 -0.0032791480 -0.1082203929 -0.0313069274 -1.637051e-01 0.1943512878
## 32 0.0896834338 0.1698440184 -0.0970717452 7.847914e-02 -0.1273225674
## 33 0.0815792144 0.1281694395 -0.0610179789 3.427281e-02 -0.1638230496
## 34 0.1864589062 -0.1070103956 -0.4129098621 1.733853e-01 -0.0454059414
## 35 -0.1450539451 0.0979003013 -0.4773685604 2.279466e-02 0.0519510119
## 36 -0.1926526317 0.1446214701 0.0064014653 8.062231e-02 0.0372664266
## 37 -0.4712593223 -0.1089827075 0.2978386862 -1.840027e-01 -0.0078528058
## 38 -0.1102574612 0.0751622819 -0.3275479259 1.021252e-01 0.0705129137
## 39 0.1434369120 0.1278675757 0.1906398141 1.174309e-01 0.0167214865
## 40 0.3893813212 0.0887284463 -0.1099892194 -2.756950e-01 0.0387455970
## 41 0.0537647310 -0.0598418439 -0.0818286702 -1.108624e-01 -0.1622813299
## 42 0.4669062316 -0.1869376918 0.1653221558 -8.450881e-02 -0.2223502653
## 43 0.1804004849 -0.2409752130 0.0611398403 -2.160312e-01 -0.3744226131
## 44 1.0730259148 -0.9372920069 0.2455059465 -6.336991e-01 -1.0374435854
## 45 0.8197922324 -0.6893200012 0.5597564664 -7.590513e-01 -0.9962820966
## 46 -2.4325362013 1.4551425710 -0.5171135590 2.240157e-01 -0.4146987443
## 47 -0.8592687591 0.9083509151 -0.8232472174 6.130710e-01 -0.3905794294
## 48 1.1409682183 -0.0557066529 0.4008708677 -1.639394e-01 -0.1311999857
## 49 0.1948572992 -0.2059169239 0.2871537015 4.169459e-02 0.3050933556
## 50 0.0345884738 -0.1981411620 -0.3342314911 3.231545e-01 0.0695751614
## 51 0.7940461060 -1.2332410883 0.1945515624 -1.995600e-01 -0.0723682839
## 52 0.9880216090 -0.4510069312 0.3647334808 -2.093539e-01 -0.0734609360
## 53 0.5351175229 0.3499769556 -0.2311126312 -9.924994e-02 -0.1126980081
## 54 0.0190036185 -0.2896496123 0.0143065497 4.284600e-02 -0.0767687164
## 55 1.4479351075 -0.1765018624 1.6997130771 -3.204397e-01 0.5607161677
## 56 0.9592193344 0.2606624315 0.8327592573 -6.240743e-01 -0.3374316885
## 57 0.9210940660 0.0757790985 -0.8593286787 6.417856e-03 -1.0213304346
## 58 0.5883152920 -0.0872712311 -0.9170327738 -1.937569e-02 -0.7281815395
## 59 -0.2267391983 -0.1412453531 -0.3277870187 -2.826129e-01 0.0987221348
## 60 -0.6468772184 0.1033159720 -0.2265633631 2.793952e-01 0.0630429082
## 61 -0.2322494375 0.3041846275 0.1699165784 5.608972e-02 -0.2347629036
## 62 0.2535147226 0.1805109520 0.2281567201 -8.926373e-02 -0.5748120632
## 63 0.8993065766 0.1185200222 0.2380328865 -1.638698e-01 -0.4386775235
## 64 0.1088483293 -0.0530061746 -0.0486361409 2.248273e-01 0.1696038508
## 65 0.1345266759 0.1570149499 -0.0814600129 -2.303883e-01 0.0420661658
## 66 0.0491436220 0.2423191467 0.0235171664 -4.467367e-02 -0.0116851773
## 67 -0.1180751291 -0.1556419472 0.2076088783 1.435133e-02 -0.0763780904
## 68 -0.1012022111 0.0697124540 0.2732247782 -2.086055e-02 0.1664502304
## 69 0.2114464491 0.0193786232 -0.1574252965 5.198768e-04 -0.2507786514
## 70 0.0246502120 -0.0452109818 0.0571876463 8.318407e-03 -0.2521811448
## 71 0.3182256899 -0.7595750826 0.2191133041 4.790115e-01 -0.5956702113
## 72 0.1618869150 -1.2857674774 0.4861625351 6.366323e-01 -0.8764541863
## 73 0.6872118095 -0.7466940821 -0.4850443381 1.019845e-01 -0.5837327440
## 74 0.9426725986 0.4400581708 -0.9835663857 -1.012499e+00 0.3682243977
## 75 0.2102357783 0.8404519905 -0.7115991621 -1.664101e+00 0.9433130547
## 76 -0.0677285445 0.2915899315 0.2344442821 -7.800203e-02 -0.3677160250
## 77 0.1563476348 -0.1452627083 0.2302730880 -1.600241e-01 -0.2173155932
## 78 -0.4331974674 0.1032302995 -0.0610015458 -6.617681e-02 -0.0032055998
## 79 -0.6918594426 0.1198480004 -0.5102531506 -3.421910e-02 -0.1862117116
## 80 -0.6065083291 0.2515704953 -0.0021803813 -1.528381e-02 -0.2729392399
## 81 -0.4107793917 0.1315569239 -0.1632085869 -2.289101e-02 -0.4153027138
## 82 -0.3286084686 0.1093192565 -0.1545280231 -3.906387e-02 -0.2623940470
## 83 0.1152948534 -0.1005255393 0.5038863416 1.732573e-01 -0.0429498857
## 84 0.4342311975 0.0617331045 0.3696768698 1.778814e-02 0.1704295339
## 85 0.1524130690 0.2806965696 -0.1795063064 -8.761002e-02 -0.0053466473
## 86 -0.1626449435 0.1132908983 -0.3528342620 5.328051e-02 -0.2035954031
## 87 -0.0377125197 -0.3046333293 -0.1858271717 -1.734295e-01 -0.3808588729
## 88 0.1775883993 -0.2014075623 0.1208055330 -2.549907e-02 -0.4332519295
## 89 -0.1287593341 0.0633838697 0.1069992932 -3.245277e-01 -0.3264982368
## 90 0.0260656022 -0.0788966848 0.0068486119 -2.032025e-01 -0.4229222199
## 91 0.2475367435 0.1874007352 0.0417539867 4.986289e-02 -0.1805138244
## 92 0.1229440516 0.0654081225 -0.2532796394 -8.080578e-02 0.0685767625
## 93 -0.4768040057 -0.1639491424 -0.0815498880 2.268609e-01 0.2092811832
## 94 0.1401482125 -0.0009815199 0.0052897440 -1.746030e-02 0.1495890282
## 95 0.2885480155 -0.0109614663 -0.0626998905 -4.124563e-03 -0.5795782233
## 96 0.2357466487 0.1950178477 -0.3642898480 -2.608417e-01 -0.8344199590
## 97 0.0730357201 0.0837214055 -0.1400528904 -1.668066e-01 -0.5836732065
## 98 -0.4962994761 0.0044383076 -0.1336396676 2.965088e-01 0.0603877427
## 99 0.1025911335 -0.1064133745 0.2622692216 2.020867e-01 0.1430705912
## 100 0.1132706555 -0.0805915564 0.0104203749 -1.874997e-01 -0.0214469172
## 101 0.1273725308 -0.0328246579 0.0398864241 3.514876e-03 -0.0266980962
## 102 0.2722156119 0.0712918078 0.2774702031 -7.787124e-02 -0.1150331981
## 103 0.0783703399 -0.0677467466 0.3127071622 -1.423463e-01 0.1076434851
## 104 0.2474675314 -0.3658893288 0.6350427792 -6.664490e-01 0.8137737912
## 105 -0.3521218897 0.5028263973 0.1355835289 2.346397e-01 -0.1737324631
## 106 0.7987647392 0.1361345571 0.1170875362 -4.604492e-01 -1.1062641605
## 107 1.2390603527 0.0495719823 -0.3681122589 -4.544731e-01 -0.9567611610
## 108 0.1212015045 0.0226298392 0.0468726933 8.473606e-02 -0.4167060180
## 109 0.4162415599 -0.3513999525 -0.1333465571 3.721191e-02 -0.0519546017
## 110 0.3713001395 -0.7537838174 0.0021519463 -1.522896e-01 0.1555247589
## 111 0.5298049362 -0.8193551494 -0.0721251816 -2.402990e-01 0.3174843280
## 112 0.4129493582 -0.2813723889 0.2623356652 1.496001e-01 0.2910414561
## 113 0.2429266899 0.2272328396 0.2986753930 3.059804e-01 0.0088595446
## 114 0.2301718355 -0.1379711737 0.0246669180 1.222263e-01 -0.2090468891
## 115 0.4238759720 -0.4598648623 -0.2910965066 1.737340e-01 -0.1323479290
## 116 -0.0405315918 -0.1856509631 -0.3765976069 -2.301644e-01 -1.3989913652
## 117 0.2251688386 -0.6147932555 0.6798046114 -5.375200e-01 -0.6291300938
## 118 -0.3455385659 -0.3849605476 1.8172242590 -3.112729e-01 0.0869231984
## 119 1.5742274320 0.3882401284 -0.4654885652 8.342577e-02 0.6534953973
## 120 1.4915718110 0.0648432330 -1.2756538655 4.644684e-01 -0.1122412630
## 121 0.1435282783 -0.1173640430 -0.5247610248 1.329514e-01 -0.3897056604
## 122 0.0036960154 -0.2890106167 -0.2721828653 -1.191681e-01 -0.3537422264
## 123 -0.3664191124 -0.0587475834 0.0748370910 -2.305025e-01 -0.6014328111
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## 946 0.6324288229 0.5526766962 0.3822327524 9.681484e-02 -0.1673233947
## 947 0.8796621291 0.7884971588 0.8141604753 5.006184e-01 -0.2775370534
## 948 0.6495453286 0.6773122399 -0.5753547351 -5.755445e-01 -0.1358324722
## 949 -1.5937237274 -1.5424635740 0.5142477310 2.643385e-01 0.0158335786
## 950 0.1317008973 0.0876006845 1.1822774520 8.294218e-01 -0.1485601227
## 951 1.2812226083 0.9315130482 0.1185116745 -1.003135e-01 -0.1439266203
## 952 0.6691434989 0.6749067713 -0.0165884129 -3.247685e-01 -0.3857172220
## 953 -0.0043166944 0.3533081516 0.1578658230 -2.626892e-01 -0.2436719224
## 954 0.1703553612 0.2525682146 -0.1236428434 1.399271e-01 0.0009434481
## 955 0.3523052245 0.2156938032 -0.5039052780 -1.131325e-01 0.0678715453
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## 958 -0.5583046525 2.1740055644 -0.1473709782 -8.031318e-01 0.0783506910
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## 967 0.6412006703 0.1428373104 -0.2356088060 3.304868e-01 0.2196066358
## 968 1.1036540865 -0.0792508264 -0.2491498290 2.178940e-01 0.0097111295
## 969 0.9060636130 -0.2057214002 -0.5809583788 6.971167e-02 -0.1858827389
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## 971 1.8185739611 -0.4519014364 0.2300968758 -3.667581e-01 -0.4338269944
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## 973 0.3354218435 -0.4510912214 -0.1261935327 1.154133e-01 -0.0799361880
## 974 1.2748655543 -0.0087670023 0.1288276859 2.182017e-01 0.4231423017
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## 977 0.7590246084 0.2509193950 -0.2476724325 -9.386651e-02 0.2654596553
## 978 0.3937280732 0.1875044115 -0.3397865775 -2.287891e-01 0.1592956326
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## 982 -0.7779709989 -0.1768090274 0.0804169474 3.901265e-01 0.0008149622
## 983 -0.6005716458 0.0373090503 -0.4828467170 1.161315e-01 0.1109336957
## 984 0.7224258853 -0.7888927014 0.8190738594 4.451394e-01 -0.4354314000
## 985 0.8045198480 0.4085698379 -0.4499734924 -4.021095e-01 -0.2145036860
## 986 -0.2904172971 -0.1364848249 -0.1733932170 -1.759155e-01 -0.4116299647
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## 988 -0.2167172519 -0.0609808993 0.5807848838 -2.348579e-01 0.2636311830
## 989 0.0860099546 -0.1114143367 -0.6261510518 1.624193e-01 0.3758526424
## 990 0.5537608430 0.0776534628 -1.3037681337 4.823042e-01 0.2080905133
## 991 0.2056881030 -0.3580951237 0.6092906498 -4.193026e-01 -0.3222950753
## 992 0.5652563455 -0.0400549117 -0.2411842465 3.044833e-01 -0.0978377324
## 993 -0.0944153838 -0.2951984206 0.3278551193 -3.792365e-01 0.5058717359
## 994 -0.6423597000 -1.8607684146 -0.7132114852 -1.729383e+00 0.6478150873
## 995 -2.2992947173 -4.4892024565 -0.8512985705 -6.974065e-01 -0.1106317810
## 996 -2.3713317275 -3.3342333896 0.9493720665 1.400767e+00 -0.8317439255
## 997 -0.8196885363 -0.6570392153 0.6937365801 8.834846e-01 -0.6280017627
## 998 -0.0820210047 0.1004188497 -0.1204278262 -2.037480e-01 -0.3617272022
## 999 0.1726240431 0.2515335979 0.0268261157 -3.711864e-01 -0.4703321892
## 1000 0.2810889218 0.0654184584 -0.0345338493 -3.619801e-02 -0.1381221326
## 1001 0.0372367558 0.2397762350 0.0758823850 -1.565869e-01 -0.0289828436
## 1002 0.3085142541 0.3866883953 -0.0157852985 -9.326896e-02 -0.0244001209
## 1003 0.4576690654 0.5153030551 -0.1600736270 -1.420703e-01 -0.1269742043
## 1004 0.3683685247 0.2696666367 0.1993236254 2.781683e-01 0.0266882144
## 1005 -1.0583460701 -1.0095742363 1.3021428710 7.608457e-01 -0.2463772286
## 1006 0.5877848644 0.5439313610 1.0735370889 4.230194e-01 -0.1609048688
## 1007 0.1993017213 0.4514650246 -0.3006237447 -2.236584e-02 -0.0075743528
## 1008 0.2229095095 0.4174230867 -0.4684168565 -1.275921e-01 0.2124521550
## 1009 0.3411677151 0.3513646878 -0.3160249340 -5.427736e-02 0.1724402371
## 1010 0.5041728005 0.4588387707 0.0573840000 -2.154321e-01 0.0997983528
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## 1013 -1.2336556133 2.5295669702 -0.1143741757 4.022012e-01 0.5092105221
## 1014 -1.5344377689 2.5324692313 0.6751152799 1.425688e+00 0.1423676234
## 1015 -1.3452712957 2.1334054828 0.8709004948 1.630073e+00 0.1558033020
## 1016 -0.5432337731 0.3248979326 0.1775250009 -2.522000e-01 -0.0793443073
## 1017 -0.0792449947 -0.3312862177 -0.1552842742 9.793964e-02 -0.2620783255
## 1018 0.0163447707 -0.0942744909 -0.1217778539 2.780348e-01 -0.1010805890
## 1019 0.1906434577 0.1899196432 -0.4743509079 1.499669e-01 0.1167899577
## 1020 0.3733483721 0.1130811198 -0.3772098284 1.728536e-01 0.2427448112
## 1021 0.5110935296 -0.2061933261 -0.1542016696 1.132746e-01 0.3709368950
## 1022 0.3750825330 -0.3107420036 -0.0277006010 6.857443e-02 0.3579958419
## 1023 0.4353298966 -0.0102824108 -0.1990887682 6.893095e-02 0.2449967567
## 1024 0.6933682533 -0.1665039105 -0.5336539482 1.393019e-01 -0.1035460956
## 1025 1.1070552716 -0.1933042547 0.0182155612 -1.862489e-01 0.0776042347
## 1026 0.7999309913 -0.1449267558 0.9201670321 -2.399435e-01 -0.1786876053
## 1027 0.8823981147 -0.2945876846 1.2272937819 -4.867746e-01 -0.4689261063
## 1028 0.7982370075 -0.0607526697 1.4285889581 -3.752857e-01 -0.2168514321
## 1029 0.5912768613 -0.3148023916 0.9558229383 -6.064834e-01 -0.2714979914
## 1030 -0.8292127401 -0.7064671240 -0.1422789414 2.834407e-01 -0.2778511872
## 1031 0.5626344456 0.3617959487 -0.0238974654 -4.702621e-02 0.1634996798
## 1032 0.0159171595 -0.0564252296 -0.1339112222 -2.089722e-02 0.2020306072
## 1033 -0.8255512952 -0.2894530211 -0.0739400235 9.948334e-03 0.0909761869
## 1034 -0.2464815150 0.2459090808 0.8582171993 3.808801e-01 0.2351379153
## 1035 -0.2573874643 -0.1133621688 -0.5290900081 -1.553827e-02 0.3011456389
## 1036 -0.4481722433 -0.2735493659 0.3141446215 3.008262e-01 -0.1204486078
## 1037 -0.2010369515 -0.2693235480 0.5427233976 1.995492e-01 -0.2417131069
## 1038 -0.2407555420 -0.8087740002 0.5427882676 4.388125e-01 -0.6899787656
## 1039 1.0638576601 -2.0354251981 -0.0627638463 -1.187340e-01 -0.5341289444
## 1040 1.1412845344 -1.7657930908 -0.4668230757 -9.612481e-02 0.4629674167
## 1041 1.9459359914 0.1420355056 -0.3250592032 2.767831e-01 0.7477562889
## 1042 2.6635499866 2.1994197090 -1.0963259994 -8.334771e-01 0.7325563822
## 1043 1.6326315130 0.9390388029 -0.7817023761 -1.075529e+00 0.5891088770
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## 1045 -0.3113706896 0.0368044842 0.0256159717 2.896481e-01 0.3400780995
## 1046 -0.1332609134 -0.0209000228 -0.6378285006 3.916460e-01 0.6319622650
## 1047 0.6953679801 -0.1834952313 -0.3179492425 3.087308e-01 0.7442319313
## 1048 1.3545103699 -0.3052386372 0.0738646126 2.852283e-01 0.1768353221
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## 1052 -1.3666385182 -3.0992581089 -1.0796934114 -1.594697e+00 0.3766064975
## 1053 -2.5710816468 -4.5124838358 -0.2325508755 8.571629e-01 -0.1460603180
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## 1055 -0.0315407680 0.1140904770 0.0519381956 2.493807e-02 0.0572080853
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## 1060 0.5947718976 1.0267669861 0.3873238165 6.964582e-02 -0.5925825696
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## 1065 0.5564236356 0.9981677123 -0.5647257159 -4.273661e-01 0.1513238738
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## 1072 -0.9700010272 0.7864483483 0.2626594734 6.144721e-01 -0.7274278123
## 1073 -1.0861626078 0.2265233171 0.0305344496 4.409936e-01 -0.4045628198
## 1074 -1.2783387444 0.0079370631 0.0866173899 1.446704e-01 -0.0171815149
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## 1078 0.5360565558 -0.0969004264 0.0967992015 1.091780e-01 -0.0486964798
## 1079 0.4550540827 -0.2304345147 0.2385306867 -2.986823e-01 -0.2718354310
## 1080 0.4678603554 -0.1957353736 -0.0270686190 -4.277696e-01 -0.2609805075
## 1081 0.7904775928 -0.1000933800 -0.2571814883 -9.392085e-02 -0.2178152439
## 1082 1.3129615146 -0.3176381195 -0.2449221599 3.099894e-01 -0.0904956616
## 1083 1.0840454881 -0.2843570217 0.3936937238 -3.018397e-01 -0.1965451796
## 1084 0.7159852905 -0.0885579480 0.7416186529 -2.983435e-01 -0.5998796680
## 1085 0.1003984252 -0.1759121573 0.6639914131 -4.008054e-01 -0.2742865946
## 1086 0.2271454792 -0.1830980160 0.3687357567 -9.315568e-02 0.4556518433
## 1087 1.0942495202 -0.0040780615 0.0952356578 2.196638e-02 0.5804587570
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## 1089 -0.2036183165 -0.1117638283 0.4617004554 6.335010e-02 -0.3376308700
## 1090 -0.4788480865 -0.7760533255 -0.4951443973 2.176958e-01 0.4648535730
## 1091 0.4305872560 -0.2664480523 -0.2127683390 3.071882e-01 0.2491496252
## 1092 0.9101605960 0.4426288446 0.0132117506 2.467700e-01 -0.0147455832
## 1093 0.1591604691 0.1324214551 -0.1004002052 -1.480089e-01 0.1553786483
## 1094 -0.8029560650 -0.1605036639 0.1538200493 3.698655e-01 0.2469122665
## 1095 0.2491610122 0.2028456155 0.8415770649 1.886142e-01 0.3250512732
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## 1099 0.8738509630 -1.4978099899 -1.1363953710 -6.694422e-01 0.8814803939
## 1100 0.6747149515 -0.8602104399 -0.8049671669 -8.170420e-01 0.2362424929
## 1101 1.3898866672 0.3184422321 0.7140231005 5.200005e-01 -0.7047094887
## 1102 3.2383737676 3.0180827550 0.0561701555 2.888786e-01 -0.7372907094
## 1103 -0.6073319398 0.1087758824 -0.1612849325 2.152856e-01 0.3212393611
## 1104 -0.3351406807 -0.2023116704 0.0965158786 1.132758e-01 0.3109336097
## 1105 0.2332177332 0.0277855168 -0.5318369449 -1.483104e-01 -0.8300036956
## 1106 0.5026923854 -0.2567381330 0.5174979004 -3.738953e-01 -0.9912734472
## 1107 0.7052971097 -0.0287745337 0.5607702312 -5.150379e-01 -0.5688081524
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## 1109 -0.2976139019 0.1386765251 0.0121882412 9.962877e-02 0.1259976850
## 1110 -0.1758193792 0.1028391360 -0.2154150255 2.661237e-01 0.1015291706
## 1111 0.1547374328 0.0554114440 -0.4610527183 3.466944e-01 0.0716468787
## 1112 0.6202332320 -0.1256129467 0.2782155761 9.737346e-03 0.1028324228
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## 1116 -0.5411558170 -1.4446245861 -0.8541729622 -1.460992e+00 0.4384515132
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## 1118 -2.5201197784 -3.7760280670 0.6890466846 1.314437e+00 -0.5235571778
## 1119 -1.0535567716 -1.0319401157 1.0061810744 1.405757e+00 -0.3298278741
## 1120 0.0238355899 0.2393297043 -0.0257833340 1.251679e-01 0.0365794002
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## 1127 0.0472358227 -0.0806994093 0.2610166441 1.200977e-01 0.0712340627
## 1128 0.0407553268 -0.1592193423 0.2018216586 3.345220e-01 0.0955911316
## 1129 0.5413265066 0.4098523221 0.3960460900 5.804862e-01 0.2660017465
## 1130 0.6691561761 0.6225070909 -0.3485683231 -3.522184e-01 0.3081723421
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## 1132 0.0296832778 0.7780268727 0.2585502285 4.656338e-01 0.7533061383
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## 1134 -0.8816692961 1.9378429535 0.0046722591 6.024597e-01 0.1499369445
## 1135 0.0816868794 0.9966573138 0.7529849309 5.481333e-01 -0.6523011361
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## 1141 0.6826720067 -0.4115620933 0.2369328583 -3.209966e-01 0.1398528327
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## 1143 0.0367594829 -0.0495635025 0.6777408390 -2.684340e-01 -0.2953175647
## 1144 0.1405940967 0.0763045221 0.1158982732 -2.431558e-01 -0.0648738053
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## 1146 1.0053847999 -0.4210536394 0.4928548512 -2.854923e-01 -0.2989470593
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## 1164 2.6926024002 2.1063382966 1.1125471243 1.306422e+00 0.3299834925
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## 1188 0.7801965703 0.5234542943 0.4138008759 3.896232e-01 -0.2212784711
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## 1193 0.0537007747 1.0814068215 -0.0419685548 6.454149e-01 -0.8128160142
## 1194 0.0452434994 0.7055933875 0.4256740680 3.034612e-01 -0.5729233198
## 1195 0.1882510741 0.2890046602 0.5732379264 8.111600e-02 -0.2484293076
## 1196 -0.1860099620 -0.1077332698 0.3222085051 -3.716599e-02 0.3499496266
## 1197 -0.6460759061 -0.0101115698 0.2733505504 2.809732e-01 0.1953612222
## 1198 -0.5757570972 0.0664100385 -0.1166002476 1.138458e-01 0.2969678866
## 1199 -0.7941591707 0.0664542129 -0.6189175101 5.291829e-02 0.2262080054
## 1200 -1.6357697665 0.0089308043 -0.9785505940 6.789076e-01 -0.1043185172
## 1201 -0.6395920512 -0.1312835498 0.1440866544 1.076224e-01 -0.0013501574
## 1202 0.3874896012 -0.1415182216 0.6588880843 -4.066522e-01 -0.1393701880
## 1203 -0.1299356305 0.0576325543 0.3628969068 -2.340269e-01 -0.0642862602
## 1204 1.4722180227 -0.3587128132 -0.1868351963 -2.916536e-01 -0.5826299415
## 1205 0.6618861268 -0.4468167380 0.5869146525 -3.013957e-01 -0.3152793963
## 1206 0.0299204857 0.0851168100 -0.0816407447 4.391058e-02 0.0246798787
## 1207 -0.6475626080 0.0780236743 -0.0193257067 1.222512e-01 0.2026137437
## 1208 0.3131545548 -0.2781243038 0.3885039390 9.728562e-02 0.8312853644
## 1209 0.5384053978 -0.4303901334 -0.1785000063 3.478637e-01 0.3857366907
## 1210 0.5064088293 0.1961823542 -0.0827745093 5.830063e-01 -0.0897886832
## 1211 0.6257293316 0.2924090694 -0.1991880915 2.934862e-01 -0.2499792335
## 1212 0.5372137255 0.3666645202 -0.0398405826 -2.661785e-01 -0.1274953168
## 1213 -0.2455506088 -0.0987655632 -0.5896054340 -1.749675e-01 -0.0534602685
## 1214 0.1819632504 0.2684080393 0.9907603337 1.743679e-01 0.4237667976
## 1215 -0.1215503167 -0.3867638389 -0.8021766897 -2.644629e-02 0.0305762267
## 1216 -2.9023549636 -1.8617993231 -1.4808526828 -1.174441e+00 0.6843033064
## 1217 -3.4671426533 -2.8098748806 -0.2736941425 -1.237818e-01 0.7794047924
## 1218 -2.3653082276 -1.9528589847 1.4008478521 1.491690e+00 0.8393600420
## 1219 0.7409183484 0.2870483658 -0.5939475871 -4.917917e-01 -0.1199680985
## 1220 3.2984020758 2.5861295460 1.9748887857 1.288051e+00 -0.4787200357
## 1221 3.1651415457 2.1257075509 -0.2933419451 -5.588152e-01 -0.4099831016
## 1222 1.7950319463 1.2459229425 -1.9710282286 -1.408994e+00 -0.4765990974
## 1223 -0.9189596155 -0.2156406253 -0.5692174999 -1.413402e-01 0.4046258287
## 1224 0.6007168043 -0.0767455553 -0.0944710122 1.190599e-01 -0.3744570045
## 1225 0.0579662751 -0.1486657657 -0.3140738124 -4.133761e-02 -0.3162005387
## 1226 -0.1181827371 0.0422951078 -0.3552555450 -4.709476e-04 -0.2324965343
## 1227 -0.1591252516 0.0148152061 0.0440562660 -9.803477e-03 -0.0630074447
## 1228 -0.4818067102 0.0058230104 0.0614771498 1.444925e-01 -0.1588428199
## 1229 0.1227569702 -0.2531803647 -0.2418393266 5.002976e-02 -0.0724191689
## 1230 0.2710614205 -0.0823909150 -0.0140032927 -1.020307e-01 0.2090369745
## 1231 -0.4310570160 0.0370925932 0.4523115359 -1.331999e-01 0.0903878197
## 1232 -0.1590384740 0.4020591386 0.0093937938 4.032313e-02 0.0077732069
## 1233 0.0305539574 -0.0590128604 0.2616559568 -1.721989e-01 0.1453055550
## 1234 -0.7277656394 -0.6371159553 0.2301651466 -1.366355e+00 0.4633341011
## 1235 -1.6182185753 -0.6797540641 -1.0396150754 -2.425309e+00 0.2366122745
## 1236 -1.3907732515 -1.4994176020 0.8931046166 1.709994e+00 -0.9787619577
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## 1238 -0.3711634756 -0.1678175465 0.6005824673 5.543097e-01 0.0319194121
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## 1240 0.2611546698 1.8425994790 -0.3572262096 -1.303416e-01 1.0033464066
## 1241 0.1424512017 2.5223235131 -0.9311888436 -4.223661e-01 1.4898200241
## 1242 0.3970504676 2.8631268949 -0.5966014953 -3.647829e-01 1.1173650436
## 1243 -0.0907666834 1.9097622761 0.5965916111 1.039042e+00 -0.1271608281
## 1244 0.4509182689 0.0525605591 0.1824173416 -4.060810e-02 -0.1256589874
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## 1247 -0.6721905392 -0.2775831253 0.0373657971 8.519529e-02 -0.0922411090
## 1248 -0.5129362530 0.0113269914 0.0480675586 2.165608e-02 -0.0619724213
## 1249 -0.1248678868 0.3372056693 -0.1157171880 -1.581206e-01 -0.1355272630
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## 1252 1.0847298569 0.0498147901 0.8188357194 -4.292181e-01 0.3083544339
## 1253 1.2365833249 -0.0619116679 0.0795896013 -4.190102e-01 -0.0424037498
## 1254 0.2387609680 -0.1515261397 -0.3952784504 8.226018e-02 -0.1976803163
## 1255 -0.1562260340 0.0222236919 -0.0621097630 1.506101e-01 0.0752190266
## 1256 -0.0314066377 0.0515543569 0.1287512204 1.731918e-01 0.1729920492
## 1257 -0.2440026442 0.0993141053 0.3469782466 -1.426986e-02 -0.2061646018
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## 1259 -0.6748569233 -0.0036354401 0.1963286090 -5.749966e-02 -0.4459209965
## 1260 0.0387490406 -0.1599980855 -0.2882589402 -2.506026e-01 -0.0972929561
## 1261 -0.0111436526 -0.2370806494 0.2138574781 -2.619406e-01 0.1505971975
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## 1264 -0.0218235206 -0.3321767281 0.1513608355 1.393506e-02 0.3489304701
## 1265 0.3465401805 -0.1120118274 0.3712454368 2.743198e-01 0.1737980182
## 1266 0.7256411637 0.3912196323 -0.1201525239 3.776931e-01 0.1898441827
## 1267 0.2661674249 -0.0870069385 0.7142687053 3.968319e-01 0.4454084058
## 1268 0.3952437149 -0.1226964787 -0.5226856649 -2.331000e-01 0.2262454374
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## 1273 -0.5603234940 -0.4548025281 1.2832094612 1.027556e+00 0.0142256059
## 1274 0.9543253096 0.8349337111 -0.0455517790 7.696979e-02 0.1110868385
## 1275 1.6586374595 1.1226630457 1.3042520625 1.245154e+00 0.1754840759
## 1276 2.7495678565 1.9193098217 1.1419428153 1.066378e+00 0.7462979117
## 1277 3.1308145047 2.4869598011 -1.2851850567 -5.377238e-01 0.9808510275
## 1278 1.4567883317 1.1918809031 -1.5265196745 -6.662243e-01 0.1375934645
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## 1281 0.1725055519 0.1472747305 -0.3264085238 1.444293e-01 -0.4134957256
## 1282 0.0337521140 -0.1395772538 -0.2948691427 9.209237e-02 0.0116912253
## 1283 0.2433552156 -0.1236008149 -0.2490500098 1.008367e-03 0.0790857905
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## 1288 -0.2070800416 0.5626636082 0.5582248240 -2.376243e-01 0.4208365088
## 1289 0.6819859934 -0.5498306558 -0.2601359304 -1.143358e+00 0.4081832659
## 1290 0.0222462733 -2.9429737748 -1.9549276838 -1.142689e+00 -0.0390488615
## 1291 -1.0310775153 -3.1408565207 -0.8185098980 9.901629e-01 -0.6268296911
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## 1299 -0.3934100778 2.8657673724 0.2920927063 8.876841e-01 -0.3295787205
## 1300 0.3273669387 2.6287172772 1.2986584947 1.112573e+00 -0.6656557656
## 1301 0.0614565354 1.3138988437 0.6564134797 4.339639e-01 -0.4717261958
## 1302 -0.1077085138 0.5015864837 0.5749921117 4.017332e-01 -0.2642387199
## 1303 0.0364602465 0.5400270016 0.4176586046 2.447699e-02 -0.3126157384
## 1304 0.2548548721 0.0985763688 0.2955004925 -1.265741e-01 -0.0360064218
## 1305 0.2831524218 -0.0672101705 0.3196759322 -1.412407e-03 0.1218493434
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## 1311 0.0036386711 0.0095600101 -0.1320323199 1.780857e-01 0.1763566180
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## 1315 0.3385729937 -0.3356759516 -0.0142794879 3.652408e-02 0.1664052598
## 1316 0.2790313888 0.1584304802 0.6196272980 7.765020e-02 0.4068644091
## 1317 0.5450319452 -0.3535378768 -0.0968508078 1.744932e-01 0.1768634404
## 1318 0.0334241844 -0.0610906648 -0.0816781227 2.182996e-02 -0.0090089953
## 1319 0.1002511135 -0.1142207014 0.0433047129 -6.903067e-02 -0.0791441128
## 1320 -0.7589268883 0.0204159095 0.1940129897 7.869838e-02 0.4977984471
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## 1322 0.3318165966 0.0333491795 -0.2371254502 1.160521e-01 0.4924357168
## 1323 -0.0742452934 -0.1253687530 -0.1101116102 8.560576e-02 0.3877073230
## 1324 0.8215391038 -0.6562121175 0.2843045885 -1.092841e-01 0.3923955968
## 1325 0.8743847994 -0.7279215224 -0.1902350500 3.950066e-01 0.0419886703
## 1326 0.3654353319 -0.2769424495 0.0918556423 6.293090e-01 -0.0428507074
## 1327 0.3915480495 0.2968990447 -0.0990309215 3.077733e-01 0.1738564784
## 1328 0.1543261893 0.2137064734 -0.2719709160 -2.259993e-01 0.2592655438
## 1329 0.5163798686 -0.1682995714 0.2095241752 1.840207e-01 0.1312278247
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## 1331 -0.7783214126 -0.3953402706 -0.4010825242 -1.075470e-01 -0.1389638631
## 1332 -0.8224349776 -0.6974488185 0.1457859359 3.677348e-01 -0.3079708880
## 1333 -1.5177031298 -1.9799960553 0.1752661937 -1.491584e-01 -0.3888374362
## 1334 -2.1246165697 -3.2803593656 -0.4365689191 -4.923312e-01 -0.3807247150
## 1335 -2.0330512093 -2.8095407800 -0.6392306623 -6.503549e-01 -0.3281027667
## 1336 0.9055457559 1.1008579823 -0.1691162484 -1.491895e-01 0.1917215524
## 1337 0.4330505887 0.9931648161 -0.7830873821 -5.155355e-01 0.5494716975
## 1338 2.4249240759 2.7795900845 1.5014568674 1.194639e+00 0.0721502863
## 1339 2.1198246715 1.6744171177 -0.1770812365 -1.400423e-01 0.0172869820
## 1340 0.4706747322 -0.0285035144 0.1789611338 -5.457745e-02 0.3930591929
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## 1342 0.6878345043 0.1674011364 -0.2781119338 1.595491e-01 0.0033964158
## 1343 0.5631893588 0.0148930638 -0.3329898379 2.747422e-01 -0.2188179081
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## 1345 -0.1814929224 -0.0944310883 -0.3068591667 3.314557e-02 0.0074029600
## 1346 0.0469263750 0.0821606167 0.3176615442 -2.239520e-01 -0.3410843466
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## 1514 0.0709110361 -0.9671234982 0.7049819074 1.506212e+00 -0.7783020446
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## 1694 1.3158870777 1.0528015994 0.7476612662 4.775172e-01 0.0824121028
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## 1702 0.1133899508 0.1476640017 -0.1260401125 1.522918e-01 -0.0440779436
## 1703 0.2321530645 -0.2143852803 -0.0788152474 1.713533e-01 0.2289612761
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## 1705 1.1003277852 -0.2357205258 0.2233888496 1.051116e-03 0.1704030849
## 1706 1.4107966189 -0.2656054586 -0.1852413102 -1.596935e-01 -0.2228004052
## 1707 2.2950488189 -0.2867548272 -0.2677435825 9.474178e-03 -0.4432119038
## 1708 2.0290524340 -0.1285178589 0.1306121705 -8.301057e-02 -0.6684059556
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## 1743 0.1108242908 -0.0464238312 -0.0185751037 3.413522e-01 -0.1260227724
## 1744 0.7577539492 0.1693182315 0.3173380756 -1.604880e-01 -0.3594634154
## 1745 1.1837860073 0.2531419621 0.4041989608 -5.948443e-01 -0.6062787630
## 1746 0.7176547181 0.0203583183 0.2050375655 -4.473773e-01 -0.5116362529
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## 1751 -0.1620997415 -0.1583660416 -0.0848160076 2.712479e-02 -0.0813759997
## 1752 -0.5303220816 -0.5267946318 0.1761302124 -4.034793e-02 0.0255301511
## 1753 -0.4259591956 -0.4812912747 0.0707040641 1.495848e-01 0.0167434898
## 1754 0.6772731513 0.5750643791 0.4935813942 4.988870e-01 -0.0039226403
## 1755 -0.2679876164 1.6912485314 -0.4817972711 -1.006019e+00 0.3504089484
## 1756 -0.4967380199 0.1801042317 -0.3429624201 2.103342e-02 -0.1252655231
## 1757 0.6264866835 0.0049184638 -0.0763930472 9.586924e-02 -0.3244186738
## 1758 0.3113699049 0.0444241541 0.0720132499 -3.486009e-01 -0.2132715324
## 1759 0.1367018331 -0.1873257665 0.1459665901 -1.950667e-01 -0.2511894251
## 1760 0.3729073372 0.0797372592 -0.4438371048 2.360123e-01 -0.3900803381
## 1761 0.4706463940 -0.0658278071 0.3239403408 3.073449e-02 -0.2574490330
## 1762 -0.0712140060 -0.0849676568 0.1634090236 -3.574222e-01 -0.6816067610
## 1763 0.8163281024 -0.0685738927 0.1722103466 -5.939187e-01 -0.7314176671
## 1764 1.5760865915 -0.0728973783 -0.1155503108 -4.069399e-02 -0.2641032832
## 1765 2.3187011174 -0.1244294871 0.1539480416 -1.856120e-01 -0.0168734200
## 1766 1.7815864874 -0.1541507871 0.1034227819 3.499687e-02 -0.2424320094
## 1767 -0.4072762925 0.0154994599 0.1477285557 -2.056066e-01 0.2673686816
## 1768 -0.5354120691 -0.1527833632 0.0537396581 -2.773388e-02 0.0999518058
## 1769 -0.3012988112 -0.0644371140 0.0879674087 8.741155e-02 -0.0108614743
## 1770 -0.2101397602 0.0785012791 -0.1307685888 3.087907e-02 -0.0702937813
## 1771 -0.3479335657 0.0611483161 -0.0791233969 -9.488383e-02 0.0802496902
## 1772 -0.2377302087 -0.0269416463 0.0813111091 1.188128e-01 0.3743728296
## 1773 -0.3379834568 0.1374574240 -0.1765709263 1.286363e-01 0.0442790736
## 1774 -0.2310090231 -0.1672645714 -0.0460452567 1.437426e-02 -0.1519061825
## 1775 -0.0850604110 0.2318363013 0.0975412157 9.805211e-02 0.0800823297
## 1776 0.1243616304 -0.2222293696 0.0638197572 2.574921e-01 0.3524687409
## 1777 0.0027324797 0.0781958264 -0.3842972458 -1.129071e-02 0.2465891478
## 1778 -0.0297113718 -0.0445726697 0.2944989544 9.702729e-02 0.0583962595
## 1779 -0.3353915338 0.0146734761 0.0939354739 -6.597458e-03 0.2858198130
## 1780 -0.3645802146 0.1826622004 -0.0892872303 2.216427e-02 0.2217361250
## 1781 -0.6031139007 -0.0268665955 0.1538115516 -5.448145e-02 -0.2431809764
## 1782 -0.4473503890 0.1468177502 -0.0065842544 -2.605133e-01 -0.0089176278
## 1783 -0.1532949692 -0.2777820999 0.1669900763 1.228182e-01 0.2971362102
## 1784 -0.8362213602 0.1610236723 0.2279984624 2.930580e-01 0.2263231636
## 1785 -0.3095575310 0.1135399932 0.0254879122 5.961515e-02 0.2144247825
## 1786 -0.1715466112 0.1835279828 -0.3574308945 2.035490e-01 0.2030296286
## 1787 -0.1962210411 -0.0541552346 -0.0961988833 1.301081e-02 0.0988085315
## 1788 0.3435053398 -0.3377685392 0.0450546806 -5.266983e-01 -0.2894202554
## 1789 -0.5726416817 -0.2688000657 0.1831057410 -3.273732e-01 -0.3991411855
## 1790 -0.4295916920 -0.0490976602 -0.1393195825 9.019616e-02 -0.1447921468
## 1791 -0.4658401229 -0.1812587451 0.2887584526 -1.003568e-01 -0.4661660418
## 1792 0.0169227305 -0.1348313886 0.3956721313 -2.034037e-01 -0.5428708377
## 1793 0.5814355855 0.2433184166 -0.2255497573 -1.941512e-02 -0.0579113868
## 1794 0.0073830801 0.2724553159 -0.2383074204 -2.523283e-02 -0.0725390531
## 1795 0.0611124858 -0.3026050439 -0.3326751440 -3.852832e-02 -0.4362161606
## 1796 -0.8021634670 -0.0397248623 -0.2586400871 1.430179e-02 -0.5391557143
## 1797 -1.7897323196 -0.2639136583 -0.4057888912 -2.189138e-01 -0.1407048230
## 1798 -1.7040993459 -1.6035833135 0.0111731556 -1.353441e+00 0.8975987226
## 1799 -0.6754257806 -2.7447994534 0.3740652430 -4.341783e-01 0.3905964453
## 1800 0.1060456149 -1.7009383703 0.4164037456 1.435838e+00 -0.5378405542
## 1801 -0.8591994759 -0.4859098476 0.0230420428 -4.600800e-03 0.1575038973
## 1802 -0.4529134946 -0.5337610081 0.0208723703 1.545971e-01 0.1504076152
## 1803 0.0123135190 0.1003590401 0.3000554605 2.205114e-01 -0.0973149981
## 1804 0.1597462559 0.9549435729 -0.6453284349 -1.123718e+00 -0.0474376397
## 1805 -0.6426735763 2.5365012996 0.1588938309 -1.001099e+00 0.6232712010
## 1806 -1.4282229311 2.4774031853 0.1615569320 2.113447e-01 -0.1125055149
## 1807 -1.0151664641 0.4068843048 0.1877895088 -5.081872e-02 0.0857032776
## 1808 0.2723572738 -0.0571952057 -0.1039242510 -4.714236e-02 -0.0331307817
## 1809 0.1655964753 -0.1777124153 -0.1519668339 -1.577039e-01 -0.0217685430
## 1810 0.3776263871 -0.2935559589 0.0885471432 -1.416233e-01 -0.0163577086
## 1811 0.3490406872 0.2182358106 -0.3876958097 4.051231e-02 0.0618042665
## 1812 0.8022373397 -0.1851690370 -0.2205142641 3.676923e-01 0.3710005531
## 1813 -0.1918253682 0.0615785888 0.5244410109 -4.727831e-01 -0.2860557036
## 1814 -0.1090464984 0.0083902991 0.6025377971 -3.410281e-01 -0.4124218137
## 1815 -0.5014997213 -0.0105953697 0.1574059093 -9.626448e-03 -0.3240364574
## 1816 -0.2963280368 0.0794506409 0.0477929437 2.211016e-01 0.0116760310
## 1817 0.2442355653 0.2057531557 0.1906817950 4.743850e-02 0.1450905145
## 1818 0.6936105283 0.2739813581 -0.1826014634 3.800321e-02 0.3268615018
## 1819 1.3774787961 -0.0207993462 -0.4291197936 1.863226e-01 0.0562847960
## 1820 2.2417322511 0.0221163911 0.0022714720 -1.110970e-01 0.2764571510
## 1821 -0.5599760546 0.2266943618 0.1283971556 -7.031891e-02 0.1420613178
## 1822 -0.4021662305 -0.1964446904 -0.0136303785 1.906052e-01 0.2148498025
## 1823 -0.2242139782 0.2124804077 -0.0308620332 1.680550e-01 0.2744035330
## 1824 -0.0244348414 -0.0070143140 -0.0211715347 1.081172e-01 0.2699562696
## 1825 -0.0376799808 0.0352500102 -0.0870557037 -4.076848e-02 0.3145239798
## 1826 -0.4049716444 0.2441472013 -0.1801632199 -1.402932e-01 0.2284681416
## 1827 -0.2446960279 0.2514704413 0.2924621381 -1.048665e-03 -0.1975427421
## 1828 -0.2135221378 -0.0931106210 -0.0991536281 1.853988e-01 0.1000653772
## 1829 -0.0164315858 0.0871819356 -0.3656368290 2.887456e-01 0.0664876999
## 1830 0.0656966391 0.1370147296 0.0671522047 2.256183e-01 0.1542297332
## 1831 0.0433814698 -0.2904506603 -0.2366964901 -3.723971e-01 -0.0179711269
## 1832 0.0163402299 -0.1271525432 -0.1639739960 -8.251393e-02 -0.2130330460
## 1833 -0.2309319022 0.0526384858 0.1725443001 2.268042e-01 -0.2147298841
## 1834 -0.0135787144 0.0587952810 -0.2130359151 2.209521e-01 0.0517521213
## 1835 -0.1771128270 -0.1544384253 -0.1102117903 -1.379950e-01 0.2848043203
## 1836 -0.3936304376 0.1076188104 0.4216857707 1.139604e-01 0.1054856952
## 1837 -0.0321056254 0.1650714776 -0.0483541516 7.306219e-02 0.0555280969
## 1838 -0.2336869796 -0.1212303611 -0.0876852358 3.860504e-02 -0.0201704459
## 1839 -0.5789252911 -0.1485998219 -0.0636377229 9.311313e-02 0.0862682455
## 1840 -0.2412145854 0.0521141117 -0.1018498292 1.126204e-01 0.3041530971
## 1841 -0.0117516072 0.0052535753 0.1736213681 4.704191e-02 0.0887810725
## 1842 -0.2933217170 -0.0860815482 0.3217209819 -1.890855e-01 -0.0357859949
## 1843 -0.4599295456 -0.1856154918 0.8715657654 -2.873970e-01 0.1168514626
## 1844 0.3815434692 0.2088588740 0.3907642733 1.614077e-01 0.5165711070
## 1845 0.1899251269 0.2602570600 0.0710132571 1.375347e-01 0.2935038006
## 1846 0.8990255716 0.4204863585 -0.3852664654 1.430097e-01 0.1961985262
## 1847 1.4010016062 0.2395889532 -0.3747651949 -2.689880e-02 0.0841340078
## 1848 0.7142168323 -0.3187356503 -0.3321154718 2.410167e-01 0.1362065090
## 1849 -1.3250805281 0.0297648402 -0.5644188205 -2.828898e-02 0.1176232005
## 1850 -1.4479318458 -0.4896227069 -0.3199179261 -8.189408e-01 0.2481164229
## 1851 -1.1181740486 -1.8154424495 0.2610226812 -1.501200e+00 0.6652439467
## 1852 -0.4688097797 -2.7131866092 0.7693219761 3.081393e-01 0.0419563318
## 1853 0.0015500528 -1.4080325424 0.0020469145 1.553069e+00 -0.7119671800
## 1854 -0.5225378810 -0.4717878824 -0.1516327740 -3.260740e-01 -0.0928344749
## 1855 -0.3205116940 -0.1835682555 0.5213079817 2.309052e-01 0.0072157282
## 1856 0.3816940943 0.4744643900 0.5131819327 4.505169e-01 -0.0552620918
## 1857 0.3498145232 2.9913660270 -0.9778025421 -1.628448e+00 0.0420039074
## 1858 -0.6681631613 2.3095127737 0.3820627712 4.854488e-01 -0.3130917316
## 1859 -0.4510657235 1.3247984046 0.0669512997 1.040268e+00 -0.2407604853
## 1860 -0.9128691557 0.3029556958 -0.2144733041 1.061492e-01 -0.4599757591
## 1861 -0.5351231231 -0.0415571205 0.0780671650 5.873372e-02 -0.3034688079
## 1862 0.0180617511 0.0536106011 -0.0118701019 -1.200347e-01 -0.0718289371
## 1863 0.4594047303 0.0975920160 -0.4691401841 -8.916681e-02 -0.1214843247
## 1864 0.3833985598 -0.1228993104 -0.2506172284 1.777274e-01 -0.0271651655
## 1865 0.3199028964 0.1130456645 0.1436396656 2.037979e-01 -0.0450426294
## 1866 0.2807275796 -0.1903284847 0.0600513872 -2.995751e-02 -0.3540482887
## 1867 0.7982014047 -0.1147864445 0.2121474268 -3.955064e-01 -0.5841713316
## 1868 -0.4937699044 0.0448098107 0.3635505909 -4.959650e-02 -0.1538930687
## 1869 -0.5206832887 0.0286621085 0.0488012805 -8.393750e-02 0.1351259166
## 1870 0.5768741866 0.1914687561 -0.6806982772 2.442523e-01 -0.1397474549
## 1871 1.1848371269 0.1835310614 -0.5052528989 3.406603e-01 0.1890245390
## 1872 1.6994672078 -0.1329404180 -0.0025024363 6.553280e-02 0.5076476947
## 1873 1.9080784043 0.1439530529 0.3544916377 -1.251456e-03 0.0218863907
## 1874 1.5610216602 -0.1464578539 -0.1417069928 -1.938230e-01 -0.2427692651
## 1875 -0.1276583046 -0.0420598728 0.0627439317 7.489084e-02 -0.0754695004
## 1876 -0.6544548552 0.1298665418 0.1217530544 1.184969e-01 0.0643722757
## 1877 -0.3186093603 -0.2785996484 -0.0586689653 -1.025737e-02 0.0005418019
## 1878 -0.1431606416 -0.0432134158 -0.1431308173 -1.461758e-01 -0.0299973310
## 1879 -0.2498067914 0.2851698984 -0.0525956993 -1.923887e-01 0.0434159286
## 1880 -0.2960873278 0.0665026630 0.2225005161 -9.014300e-02 -0.0171343349
## 1881 -0.1568593651 0.1776737923 0.1203348526 1.467648e-01 -0.2331111201
## 1882 -0.0077065935 0.2565872383 -0.1719374196 1.890834e-01 -0.1882057652
## 1883 -0.1394024985 -0.0881169133 0.1468710652 1.179608e-01 -0.0155040586
## 1884 -0.0113842507 0.0071352648 -0.3210762727 -1.645490e-02 0.1369673274
## 1885 0.0997277681 -0.0563405122 0.0401389674 1.456843e-01 -0.1821933564
## 1886 0.0938480272 -0.0026921991 0.2628650783 -2.350331e-01 0.2224518251
## 1887 -0.2139078343 0.0926379949 0.1405969189 -2.267810e-02 -0.1223712651
## 1888 0.3871108851 -0.0723319464 -0.4654947745 2.268281e-01 -0.1599345512
## 1889 -0.1722031994 0.0871788387 -0.2052327429 -6.319379e-02 0.0746260241
## 1890 -0.5201558369 0.0306493818 -0.0790259068 1.460502e-01 0.1571129719
## 1891 -0.6126276904 -0.1203295717 0.2304634790 1.618164e-01 0.3855773425
## 1892 -0.3644456741 -0.0043165112 -0.1002662930 2.045646e-01 0.3953881650
## 1893 -0.0431246374 0.2020997243 -0.1301920252 2.425164e-01 0.2933005773
## 1894 0.0098623381 0.1069698953 0.0791722975 8.168536e-02 0.2764767051
## 1895 -0.2037287041 -0.0862863245 0.0183460230 -1.892984e-02 0.3327358298
## 1896 -0.2322507409 -0.2580916182 0.0046517131 1.302418e-01 0.2048038858
## 1897 -0.3039079449 0.0127173327 0.2339101625 8.280732e-02 0.2822999504
## 1898 -0.4157305472 -0.1466271674 -0.3675770921 1.190047e-01 -0.1108051813
## 1899 -0.0047869334 -0.0991132191 -0.1175194640 -6.768143e-02 -0.1983397565
## 1900 -0.1245745063 -0.1284313214 -0.0278720157 -5.155540e-03 -0.2021422356
## 1901 -0.4932530829 -0.0950731423 0.1286206858 5.156512e-05 0.0773021657
## 1902 1.7579836587 0.2348787043 0.0229943583 -1.634999e-01 -0.1377000810
## 1903 1.2527028401 -0.1994914491 -0.7766427094 -2.664994e-01 -0.3614071181
## 1904 -0.5745656080 -2.2112946882 0.8238543958 4.843678e-01 0.0036921476
## 1905 -0.3921492593 -1.2399048499 0.0565088487 1.526744e+00 -0.6342650346
## 1906 -0.2499866722 -0.3689154864 -0.6424558671 3.174569e-01 -0.1721090107
## 1907 -0.1330389026 -0.1196171750 -0.3327202527 -4.399650e-01 0.1552396182
## 1908 -0.2719517504 -0.0309891717 0.5593094517 5.588613e-01 0.0231522713
## 1909 0.6134421014 1.2061066785 0.5288274041 7.604307e-01 0.0278274741
## 1910 1.6495049820 3.3525072790 -0.0280472989 8.085562e-01 -0.0036600860
## 1911 1.4962419025 3.9203333712 -0.9394996156 -5.175976e-01 0.3240542332
## 1912 -0.1244477890 0.0492433916 -0.8059418508 7.306243e-03 0.1400320255
## 1913 0.5517218214 0.0215032468 0.0545284333 2.434594e-01 0.2500724492
## 1914 0.3189734044 -0.1080777213 0.1457095268 -2.533054e-01 -0.6402761460
## 1915 0.4723381415 -0.3063755607 0.1219158763 -4.665553e-02 -0.2806698914
## 1916 0.5705531872 0.1076482170 0.1480331241 -3.127608e-01 0.1550349082
## 1917 -0.2132510600 0.1423639323 -0.0754274145 -4.646649e-02 0.0690644842
## 1918 -0.7037947138 -0.0736639455 -0.1846050339 4.911710e-01 -0.1229807369
## 1919 -0.6906599637 0.1351885834 0.0447212561 -2.975833e-01 0.1592277413
## 1920 1.3711673725 0.0392846573 -0.9279759557 4.869476e-01 0.1835077036
## 1921 1.8390455465 -0.0346623213 -0.6590681055 4.459940e-01 0.0265805233
## 1922 1.5609445019 -0.3260885356 0.3288177483 3.847196e-02 -0.0023938753
## 1923 1.5760048029 0.1221001846 0.5933978584 -1.363418e-01 0.4769320660
## 1924 1.2361449098 -0.0749620660 0.1964191385 -7.209049e-03 0.2386414060
## 1925 -0.5874669347 0.0103889497 -0.0430844658 1.779263e-01 0.0329905946
## 1926 -0.3301851777 -0.0685231517 0.0373001068 -1.333154e-01 0.2879307575
## 1927 -0.2967833837 0.3822344291 0.0514192499 6.373331e-02 -0.0647352179
## 1928 -0.2989890778 -0.0947768591 0.1223343003 7.122347e-02 -0.0243378844
## 1929 -0.0001381377 -0.0739351383 0.0481240723 2.690845e-01 0.1307364750
## 1930 0.3117870618 0.1835307200 -0.3730776637 1.303910e-01 0.1231607875
## 1931 -0.0228812436 -0.2137448820 -0.2620503347 2.634103e-01 0.1147169711
## 1932 -0.0849817822 -0.1429721879 -0.0227810399 2.657112e-01 0.1929665503
## 1933 0.2620272516 0.0500265701 -0.0731530282 -3.775753e-02 0.3529655530
## 1934 0.3881791045 -0.1301176378 -0.0328690514 6.506672e-02 0.2520048186
## 1935 -0.2526414249 0.1211972335 0.0663947607 3.014972e-01 0.1315597548
## 1936 -0.2236456975 0.0963236493 0.3709490798 -5.737716e-02 0.2878657087
## 1937 -0.0718147393 -0.0874234006 -0.1580190731 1.278002e-01 0.1740551578
## 1938 0.1990955467 -0.2220561508 -0.3670738265 9.180187e-02 0.3363181712
## 1939 0.6306302701 0.0174864363 -0.0566233086 -5.695090e-02 0.3173011141
## 1940 -0.2838574417 0.0597271506 -0.4647691441 -1.177893e-01 -0.2322036872
## 1941 -0.6323132015 -0.0506081339 -0.2826941188 -6.389010e-02 -0.1085523536
## 1942 -0.3861316390 -0.0208652560 0.2114190134 7.288472e-02 -0.1092316275
## 1943 -0.0112327547 -0.0322906841 0.1362103191 1.037912e-01 -0.1411537414
## 1944 0.0665497379 -0.0902373924 -0.0427380779 7.224568e-02 -0.1762599211
## 1945 -0.0639157777 0.0409580509 -0.1561878346 -1.632876e-01 0.0646437461
## 1946 -0.5070132886 -0.0289234500 0.1139717431 2.094208e-01 0.1151346050
## 1947 -0.3306632428 -0.1432548772 0.0251547619 -6.706828e-02 0.3297673758
## 1948 1.5793649668 0.1231706927 -0.0403554192 -2.200830e-01 0.4520180546
## 1949 0.6202739523 0.1030392613 -0.3703218152 -1.530350e-01 -0.0989267138
## 1950 -0.1634933240 0.3263399221 -0.4752502519 8.394312e-02 -0.4736000145
## 1951 -0.7288331175 -0.2988938202 -0.3281488713 -4.808948e-01 -0.5881265659
## 1952 -1.4333732543 -1.0288619694 -0.2237419287 -1.477260e+00 0.2754084901
## 1953 -1.3846788012 -2.0887611206 0.6156746190 -1.279759e+00 0.7204707261
## 1954 0.1157282533 -0.7264828291 -0.4325755365 1.338324e+00 -0.4283220559
## 1955 -1.2176103332 -0.1565273997 -0.1488107243 -2.665524e-01 0.2118367414
## 1956 -0.5164849914 1.7532233249 -0.1439180438 -9.676629e-02 0.6570409266
## 1957 0.3580594469 3.4954462522 0.6578354563 7.192032e-01 0.3700148021
## 1958 0.7439476041 3.8931929712 0.5871419258 9.501213e-01 -0.3333203762
## 1959 -0.1517346377 1.6748191420 0.2625551375 -1.897384e-01 -0.3461875723
## 1960 -0.4452648526 0.0631640275 0.3313006454 -1.678651e-01 -0.1016276940
## 1961 0.8360368510 -0.0112951660 -1.2080973340 7.952118e-01 0.8906032802
## 1962 1.0978894535 -0.2211849113 -1.2810275436 7.989137e-01 1.0379851740
## 1963 -0.7429713489 -0.2210937108 2.2455713428 -6.717135e-01 0.0632903410
## 1964 -0.6788169476 -0.1198121749 1.2454436185 -6.406598e-01 -0.3265984847
## 1965 0.5873467378 0.2452106144 -0.0852244000 4.037524e-02 -0.1185853425
## 1966 0.2840134150 -0.1588399673 -0.4695866555 8.358645e-02 -0.1041990797
## 1967 0.3037760471 -0.2769475454 -0.1748005552 1.613421e-01 -0.0725617429
## 1968 0.3682453546 0.3180165350 0.0461932797 -6.656152e-02 -0.2160634635
## 1969 -0.1785270493 0.0541699563 0.0274795497 -1.810473e-01 -0.2674850678
## 1970 -0.6929769475 0.1372507266 -0.1733466815 -9.706628e-02 -0.0888296921
## 1971 -0.5745476598 0.4458989041 -0.5979047815 4.118324e-02 0.0887099251
## 1972 0.5960627326 0.1154407275 -0.4644228353 3.755497e-01 0.0295782879
## 1973 1.9462398325 -0.2283496528 0.1408527268 6.547972e-02 -0.2679704382
## 1974 2.3333572139 -0.3133827959 -0.0679294797 -4.984629e-02 -0.4979487078
## 1975 1.3485746683 -0.2824084674 -0.0449496857 -2.236458e-01 -0.4253733471
## 1976 0.3304122584 -0.0360843188 0.3838568808 -2.542791e-01 -0.1184965908
## 1977 0.7308589851 0.2713975201 0.5385341011 -2.833306e-01 0.0192451679
## 1978 0.8132474826 -0.0924481791 0.6016017158 -2.738202e-01 -0.1154397172
## 1979 -0.1343971536 -0.0103588700 -0.0247368068 7.069000e-02 -0.1121037104
## 1980 -0.2266693196 -0.0347324606 -0.2155285530 1.923988e-01 0.0733854981
## 1981 0.1754049720 -0.3415288342 -0.1225753656 3.373082e-01 0.3656491526
## 1982 0.6251194123 0.0805585999 -0.0783369944 8.621900e-02 0.3029428425
## 1983 0.0188916638 -0.0749188003 -0.1759132434 -3.103410e-01 0.2260151852
## 1984 -0.2151007519 -0.0636496212 -0.0217533637 1.085956e-01 0.0376391850
## 1985 0.0269566498 0.0832716830 0.2756014152 8.395249e-02 -0.1304024714
## 1986 -0.0114925075 -0.0670920304 0.1585707395 6.747950e-03 -0.1077686937
## 1987 0.2383874892 -0.1129031325 0.2248291503 -2.578033e-01 -0.2109492447
## 1988 -0.0692709163 0.0228616671 0.1637603528 -3.741900e-01 -0.2671173654
## 1989 -0.2125729137 0.2237412138 -0.0164175475 1.390858e-01 0.1826782699
## 1990 0.0099367774 0.1574911632 -0.2798905493 -4.693987e-02 0.4120798683
## 1991 0.3582205191 0.0039650352 -0.2484951063 9.816964e-02 0.3120391156
## 1992 0.5617608766 0.0245621284 0.1111970396 1.767949e-01 0.2076559508
## 1993 0.1050701253 -0.0610971603 0.0002339666 4.509290e-02 0.2679452273
## 1994 -0.1277145751 0.0064938350 0.1850637364 3.331796e-01 0.3569656044
## 1995 -0.2203618584 0.0353907003 -0.3486828820 -6.791896e-02 0.1877040956
## 1996 -0.3309862210 -0.1833026244 -0.1278916942 1.373810e-01 0.0896185748
## 1997 -0.1917587674 -0.0497204801 0.2819200230 8.358145e-02 0.2385778647
## 1998 -0.0236361807 -0.0564565742 0.0377528932 3.814403e-02 0.1049252142
## 1999 -0.0580860785 0.0425080685 0.0395015230 9.955376e-02 -0.1450672346
## 2000 -0.1694906866 -0.0522105389 -0.0361170813 -3.471382e-01 -0.2099057740
## 2001 1.0325202761 0.2214850911 -0.0742433635 -1.010686e-01 0.1298600435
## 2002 0.4437191507 0.2309288039 -0.1452044042 1.953799e-02 0.2190893887
## 2003 0.0164110057 0.1714429872 -0.0700330268 1.580764e-01 0.2421083499
## 2004 -0.7115669188 1.0367315700 -0.5453847963 -7.603279e-01 0.0357767325
## 2005 -1.7117969191 2.4256399531 0.4256951208 -6.014033e-01 -0.5990157596
## 2006 -1.0294380200 2.9446728867 0.8771127684 3.013398e-01 -1.0743157003
## 2007 -0.2847710573 2.7115356168 1.2933925237 1.354256e+00 -1.1858016736
## 2008 -0.4479697279 1.5289525445 0.1324830163 9.689865e-01 -0.5433727020
## 2009 1.5391528159 -0.6256850067 0.4883253069 -2.424201e-02 -0.5516201955
## 2010 -0.3643924343 -0.7079840195 1.1683776853 -5.920942e-01 -0.4439055249
## 2011 -2.7799075771 -0.3281243541 2.0495885388 -7.433091e-01 0.3108819196
## 2012 -2.0431578775 0.2191267795 1.0638911733 -2.094269e-01 0.9098155488
## 2013 0.0684329240 0.2338085524 -0.0253351676 -3.139202e-02 0.4452001344
## 2014 0.6829553902 -0.1580262244 -0.3413342438 5.503962e-02 -0.0602737541
## 2015 0.5215287573 -0.2068415846 -0.0562159074 -4.086647e-02 -0.0532406236
## 2016 0.2074456806 0.3110667533 0.1624628304 9.185838e-04 -0.0257962919
## 2017 -0.1150925824 0.0473853914 -0.0533999163 2.043758e-01 -0.0035385115
## 2018 -0.3164072108 0.2911853602 -0.6877246585 7.189293e-02 0.2374711889
## 2019 1.0359659254 -0.0343142377 0.0277277021 9.532749e-02 0.0979655134
## 2020 1.7069512573 -0.3572198585 0.4236012070 -9.616814e-02 0.2168255758
## 2021 1.8585602225 -0.2551954863 0.6045917106 -8.569676e-02 0.1533167643
## 2022 0.0655380525 0.0284960515 -0.0543980923 1.348111e-01 -0.2360931318
## 2023 0.3911504500 0.2212965655 0.3362963538 1.953199e-01 0.0363142451
## 2024 0.0407357092 -0.0098136963 -0.2403494473 1.253004e-01 0.3722039922
## 2025 0.0565428814 0.0088073511 -0.2587357221 1.294659e-01 0.2254927288
## 2026 -0.1185626106 0.0410195520 -0.2383826510 2.505963e-01 0.0093168598
## 2027 -0.1486614006 -0.0641362710 0.0622280521 1.515216e-01 0.0881278524
## 2028 0.4817713898 0.1514366053 0.0998308274 1.674610e-01 -0.0211509736
## 2029 -0.2297269287 -0.1228234404 0.1253672051 -5.264524e-04 0.0871198332
## 2030 -0.2253376371 0.0021930410 0.1481727075 9.493410e-02 0.1895840496
## 2031 0.1386232604 -0.0411486949 0.0214211701 2.626900e-01 0.2345723701
## 2032 -0.0212329902 -0.0472152084 0.2381657767 3.285568e-02 0.3367164524
## 2033 -0.2336588229 0.2745826526 0.1236614031 7.713373e-04 0.5601903230
## 2034 -0.1404814797 0.2249998186 -0.3549355023 1.044222e-01 0.4838132266
## 2035 -0.1808284438 0.2486083301 -0.3911852989 1.509081e-01 0.2409117472
## 2036 0.0868285760 0.2269722621 -0.0209697994 -1.747139e-02 0.1493308165
## 2037 0.3197121588 0.1158020459 0.2180846307 -1.215435e-01 0.0890599547
## 2038 0.3864942585 -0.0904235867 0.1493693961 1.955913e-01 -0.1828168582
## 2039 -0.0430957950 0.1309049437 -0.0380223139 1.437590e-01 0.0124146776
## 2040 -0.4100194931 -0.1758613013 0.1603216779 -1.558495e-02 -0.0246291478
## 2041 -0.2968525258 -0.0320110670 0.3290271055 -2.068311e-01 0.0146414725
## 2042 -0.0895740837 -0.2106995564 -0.3151836651 2.281046e-01 0.2475523786
## 2043 -0.0421906116 -0.2974921914 -0.2181524550 2.322510e-01 0.2414714259
## 2044 0.0601670803 -0.2077986233 -0.1109823376 5.936446e-02 0.2016755593
## 2045 -0.2001131557 -0.3062758938 0.6001196373 -2.752757e-01 -0.1681965859
## 2046 -2.1153821031 0.0988098231 0.1780239884 -1.955152e-01 -0.3452993020
## 2047 -1.3182049873 -0.0130184715 -0.3940660569 4.139707e-01 -0.1315118944
## 2048 0.3902823913 0.0029841295 0.0422839859 1.243653e-01 0.4517526939
## 2049 1.1891395358 0.3033989355 -0.3692273864 1.926483e-01 0.2492989951
## 2050 0.6837830179 0.3830837441 -0.4013178636 3.165961e-04 0.3531004463
## 2051 -0.4939702473 0.2468064145 0.2393352681 8.073164e-02 0.2743339528
## 2052 -0.0049922305 -1.5058686808 0.0894213592 -6.917272e-01 0.7744483482
## 2053 -0.3936425591 0.4685756234 0.1429541935 2.831300e-01 0.2408397211
## 2054 -1.3600377177 1.9432739864 0.1630853602 -3.022736e-01 -0.0091805269
## 2055 -1.7640292030 1.7171060959 0.3994476759 -5.578825e-01 -0.6223821861
## 2056 -1.1738107861 1.8723841216 0.5700811591 5.118172e-01 -0.8657248077
## 2057 -0.4503042049 1.5074688708 0.2577709313 8.971394e-01 -0.5518619747
## 2058 0.0484287860 0.7144993730 -0.2555488064 6.691126e-01 -0.1267622918
## 2059 -0.0403138679 0.2920101747 -0.3617662865 3.647255e-01 0.0034588602
## 2060 0.8304465687 -0.6406223486 1.0037238332 -8.037768e-01 -0.7701157266
## 2061 -1.0807455792 -0.3418462748 -0.5930184893 -1.643245e-01 -0.6240600461
## 2062 -3.1385785329 0.1450332523 1.3087998420 -1.375821e-01 0.7743699906
## 2063 -0.4059282619 0.2805055122 0.9865141139 -3.247601e-01 0.5359334250
## 2064 0.7798925209 -0.0296966876 0.1306375605 1.774668e-01 0.0339710027
## 2065 0.6322502712 -0.1107366810 -0.1946380288 -1.036065e-01 0.0929333260
## 2066 0.2731030022 0.1166189149 -0.0535347732 1.698080e-01 0.0209747432
## 2067 0.0434392893 -0.1357357810 -0.2074157136 9.121458e-02 0.1197579183
## 2068 1.1925493705 -0.1267403729 0.5462103000 -2.765523e-01 0.0853232649
## 2069 0.7016549037 -0.0581741071 0.4245941639 4.292721e-02 0.0463320857
## 2070 0.2763126892 0.0038084795 -0.1402133109 2.115318e-01 -0.1047220246
## 2071 0.3480250979 0.0339593274 -0.2003697579 7.538977e-02 0.0206755674
## 2072 0.4317875524 0.1072635349 -0.3422804888 -5.474650e-02 0.2152412034
## 2073 0.3034203087 0.0985252605 -0.0506620362 -1.499324e-02 0.2729540452
## 2074 -0.3215848943 -0.0817203509 0.0949948855 1.469165e-01 -0.1835542777
## 2075 -0.3092191308 0.0502637257 0.0171699831 -1.208059e-02 -0.0356732533
## 2076 0.2230553496 -0.1598372494 0.0247332973 5.620925e-03 0.0099010488
## 2077 -0.3407055519 -0.0679781217 0.1768681874 -2.707794e-02 -0.0234638625
## 2078 -0.3171266922 -0.0814001998 -0.0580261660 -2.534118e-02 -0.0938663556
## 2079 0.0974523427 -0.0450263867 0.0524289690 4.683238e-02 -0.0689980566
## 2080 0.1326017186 0.1787840648 -0.0614017862 3.557227e-02 -0.1906096689
## 2081 0.0544845463 0.0706483642 -0.1489680877 -1.585490e-01 -0.1099817478
## 2082 0.1879306888 0.1034087905 0.1269979819 2.553845e-01 -0.2563973862
## 2083 0.2999685344 -0.0976413771 0.1364965427 -3.622503e-01 0.1297089010
## 2084 -0.3475109672 0.0056794681 -0.1538725719 1.173391e-03 0.0379809154
## 2085 -0.2772234712 0.0323813877 -0.0979173045 -6.787865e-02 0.0066713628
## 2086 -0.2449383871 0.1889578199 0.0191120911 -8.242063e-03 -0.1238687224
## 2087 -0.1796749617 0.1080067689 0.1234976557 1.365011e-01 -0.1266978861
## 2088 -0.4567376172 0.0458232004 -0.0391006098 1.309490e-01 0.0102234948
## 2089 0.0451839077 -0.0501274437 -0.1642790050 2.098876e-01 0.0908381280
## 2090 -0.1671727776 -0.0670833188 0.1747154231 -1.299731e-01 0.0113483336
## 2091 -2.2537760863 0.1994492088 0.3205276834 1.325121e-01 0.2973135587
## 2092 -0.9422922011 -0.1058224729 -0.5746696608 2.802397e-01 0.1495728936
## 2093 0.3321176009 0.1726788389 0.0006923243 -5.636027e-02 -0.1313663348
## 2094 1.0985286412 0.0257470636 0.5561291917 4.723990e-02 0.0409968372
## 2095 1.5326747922 -0.1183970289 0.3581087755 -1.014475e-01 -0.0060369050
## 2096 1.0406867955 0.5098158094 -0.0125932525 -2.405424e-02 0.0955258312
## 2097 0.2750258858 0.5470419520 0.3589237716 -1.619400e-01 -0.2739649011
## 2098 -0.2707188566 0.1459353558 -0.2498682957 1.376461e-01 -0.0590681420
## 2099 -0.2909120256 -0.8756299865 0.2969635568 -1.097589e+00 0.7672353567
## 2100 -1.0554663537 0.1644057710 1.4536648250 -6.456113e-01 -0.0695646426
## 2101 -1.2427352587 1.4415232574 0.4029392725 3.262465e-01 -0.4018786873
## 2102 -0.8982429260 0.9294505054 -0.3413210513 7.698256e-01 -0.0041984500
## 2103 -0.1496184666 0.3858732317 -0.5895742283 9.645174e-01 0.3147233749
## 2104 0.3656569765 0.1165956293 -0.3010535421 4.572839e-01 0.5655530754
## 2105 0.5254534845 0.1197554316 -0.2554499018 -2.792071e-02 0.4636150213
## 2106 0.1878784250 0.0822983692 0.1426010157 1.309389e-02 0.1361430304
## 2107 -0.2526579665 -0.2081755093 0.0837957090 -9.714516e-02 0.0905142638
## 2108 -0.7810002801 -0.0075556366 -0.8514719440 -3.081415e-02 -0.2338379825
## 2109 -3.7227105188 0.0498626246 0.1662053653 3.559829e-01 -0.0394631379
## 2110 -1.5341766062 0.2244858580 1.4501140127 -1.935621e-01 0.7240698186
## 2111 0.9148845117 -0.0011654503 -0.0099366846 -6.730971e-02 0.3253711933
## 2112 0.1611828239 0.0058201765 0.0110053415 1.509295e-01 0.0269478849
## 2113 0.2159386426 0.0391343988 -0.1440786799 -4.190782e-02 -0.1768567537
## 2114 0.6804504218 0.2277701888 -0.2129570107 1.823377e-01 -0.2219273593
## 2115 0.7505878549 -0.2455295021 0.2844163972 1.265595e-02 -0.1104227065
## 2116 0.7340046475 -0.1552542499 0.3892576106 -1.491797e-01 -0.1335431931
## 2117 0.2263222388 0.0612464358 0.3076196638 -4.142004e-01 -0.2264250832
## 2118 0.4422351125 0.0108216512 -0.4374597072 1.947284e-01 -0.0473491740
## 2119 0.0687809525 0.0546711770 0.1513891938 7.257465e-02 -0.0910729154
## 2120 -0.2702955890 0.2490215933 -0.1942138551 -6.910903e-03 0.1245470437
## 2121 0.1094506844 -0.0867913117 0.1169433856 1.692741e-01 0.1206923415
## 2122 -0.4425731210 -0.0266115329 0.0957270230 -2.549955e-02 0.1211495110
## 2123 -0.5131174641 0.1018118425 0.0275581883 -1.528932e-01 0.1711596393
## 2124 -0.2882113039 -0.0549297353 -0.0312200389 1.597612e-01 0.0042694836
## 2125 -0.2219510118 0.1720986110 -0.2404213001 2.615249e-02 0.0196605350
## 2126 -0.1976014039 0.1647577439 -0.1668493116 4.087077e-01 0.1388578282
## 2127 0.3039162953 0.1137276322 0.1009282022 1.875464e-01 0.2435110136
## 2128 0.2040314826 -0.1853349097 0.0082718295 9.552129e-02 0.1477904441
## 2129 -0.0637464573 -0.0894364107 0.2331530842 1.264938e-01 0.1439205703
## 2130 0.1254981098 0.1155615640 0.1645724864 -1.940504e-01 0.2958933916
## 2131 0.2361589521 -0.0174193359 -0.3020637546 -7.973953e-02 0.1395184421
## 2132 -0.1855560590 0.0061520631 0.1772972659 6.238652e-02 0.0984698974
## 2133 -0.1461531673 0.0672531284 0.0871646715 9.785751e-02 0.0218495721
## 2134 -0.1176865223 -0.0102260720 0.0363009564 -5.442273e-02 0.0376115184
## 2135 -0.4236463078 -0.1729108202 -0.0626099426 1.900782e-02 0.1000803838
## 2136 -0.4035250545 0.0359790462 -0.2861281670 9.291842e-02 0.1018637388
## 2137 -0.1581433004 -0.0214045567 0.0592332433 3.711554e-02 -0.1148021267
## 2138 -0.1106971466 0.0154897748 0.2228569390 -2.321183e-01 -0.1786774983
## 2139 -0.5122879873 -0.0898313573 0.3547435936 2.901262e-02 -0.2805552457
## 2140 -2.1938825831 0.0708369985 -0.4178386355 4.964218e-01 -0.0770643617
## 2141 -0.9790236259 0.1325046396 -0.7769922912 3.144512e-01 0.0600169159
## 2142 -0.3350834845 -0.0935843499 -0.1331571079 -4.014315e-02 0.3085746223
## 2143 -0.2170705265 0.0743697600 0.0380584424 1.105172e-01 0.3115080818
## 2144 0.7094800542 -0.1541416682 0.2065522335 1.685308e-01 0.0501855668
## 2145 1.3267856725 -0.2019783359 0.4670424550 1.330576e-01 0.3197518793
## 2146 1.8697549186 -0.0007790021 0.3363299896 1.059278e-01 0.2916534535
## 2147 0.2134499156 0.3564873773 0.2497152415 1.864075e-01 -0.1250249149
## 2148 0.2957300050 0.0061359181 -0.8800232075 3.463467e-01 0.7971087665
## 2149 0.4426389977 -0.0910349155 -0.2594748729 1.187028e-01 0.3602960391
## 2150 -0.1173767542 -0.3358736773 0.4605172621 -3.476828e-01 -0.0661442523
## 2151 -1.5051744096 -0.1553485396 1.0097207003 -1.957753e-02 0.3587001510
## 2152 -1.7346636769 0.5753507642 0.8774459019 4.468160e-01 0.9020843155
## 2153 -0.7380308478 0.4850222713 -0.3016635490 3.232792e-01 0.7216166058
## 2154 0.0004920326 0.1048548981 0.2033294262 -2.126487e-01 -0.0791409672
## 2155 -0.1849028465 0.0098942187 -0.2211153635 7.267613e-02 -0.1099681351
## 2156 -0.2038362393 0.0576199464 -0.0153643822 2.513258e-02 -0.0596994755
## 2157 -1.1367279906 -0.1253233812 -1.4109394337 1.336544e-01 -0.4952035817
## 2158 -2.4608474268 -0.1076293566 -2.2145565610 6.001439e-01 -0.3914070345
## 2159 -1.7826636641 -0.0539787603 -0.5034050632 6.925478e-01 0.6202047054
## 2160 -0.6276956528 -0.2023974653 1.5489437057 -1.804152e-01 1.1539581750
## 2161 -0.1225197425 -0.0362805652 1.5836493107 -3.528100e-01 0.4825111659
## 2162 0.4072344080 0.0681341125 0.3567507168 -2.708670e-01 -0.2847064260
## 2163 0.3457453339 -0.0397926839 -0.0291809632 -2.429579e-01 -0.3075468891
## 2164 0.0284824410 0.0646577222 0.0214043867 -1.856743e-01 -0.0826405696
## 2165 0.6721032007 0.1723384272 0.0916482825 -6.294742e-02 -0.3044579292
## 2166 0.6364233646 -0.1269324142 0.0302474470 -5.102452e-03 -0.3766341022
## 2167 0.5014643127 -0.1603016822 0.0058676995 -1.159605e-01 -0.1636030008
## 2168 0.2160252208 -0.0368680034 0.2321847232 -5.281585e-02 -0.0408972015
## 2169 -0.3539094712 0.1910656250 0.4934303413 -1.531375e-01 0.2966207443
## 2170 -0.0375283399 0.3819857552 0.3472924590 -2.124889e-01 -0.0508364659
## 2171 0.6618018543 0.0871770132 -0.1041905862 -2.022796e-01 -0.6307901356
## 2172 0.8456291712 0.1273723681 -0.3226521640 2.271365e-01 -0.6188285134
## 2173 0.0795876681 -0.0908875313 -0.0237250362 9.647849e-02 -0.0716942193
## 2174 -0.0468299949 -0.0375822924 -0.0912600527 -6.861815e-02 -0.0229955917
## 2175 -0.0251130086 -0.2669168199 0.1418273456 3.626320e-02 0.0547839395
## 2176 -0.1436380857 -0.3157582863 -0.0152225423 2.812028e-01 0.0165558444
## 2177 -0.4522650574 -0.0322642409 0.0313265874 2.408798e-01 0.2305471294
## 2178 -0.1116390587 -0.1474219975 -0.0847357671 8.139599e-02 0.4884058367
## 2179 0.0209933959 0.1553496058 -0.2108661798 2.422132e-01 0.2872765637
## 2180 0.2217443835 -0.1917915730 0.2862392526 1.698755e-01 -0.2755442099
## 2181 0.3743473392 -0.4174849452 0.3988492722 2.747575e-01 -0.3423111854
## 2182 0.3018495199 -0.6271053789 0.0267069329 2.943096e-01 -0.3688906549
## 2183 0.8376644285 0.1402100418 0.0586310934 -6.892685e-01 -0.0008448225
## 2184 0.0210035857 0.2491762213 -0.3763817474 -2.747766e-01 0.1737187499
## 2185 -0.2504903065 -0.1508273949 0.1488714244 3.118021e-01 0.2366728342
## 2186 -0.2469194184 -0.1621828405 0.1678498052 2.685701e-01 0.2449906038
## 2187 -0.7142404841 0.0339319937 0.1008215800 2.658912e-01 0.2603834059
## 2188 0.4189775552 -0.2941568654 0.1407014092 2.006821e-01 0.1263691753
## 2189 0.4279828034 -0.4534608967 0.3692274704 -1.119490e-01 0.3275291667
## 2190 1.1750908171 -0.0690874405 0.8870203502 -1.800947e-01 0.0071702486
## 2191 0.8500786976 0.0507714194 0.5630533080 -1.719124e-01 -0.0594966484
## 2192 0.3392140689 0.2990372584 -0.4028732499 1.440310e-02 -0.0352252366
## 2193 0.8138330058 0.1483086289 -1.5839328438 5.182389e-01 0.2572965853
## 2194 0.9226545398 0.0237933007 -0.3330419942 4.214211e-01 0.3334138529
## 2195 0.5929836312 -0.2490051586 0.6147263025 -2.964111e-01 0.0916000894
## 2196 0.3555166393 -0.1728695547 0.5626068238 -2.942242e-01 0.2257859930
## 2197 -1.5699418807 -0.0011445515 -0.4533640559 6.740627e-01 1.0669038873
## 2198 -0.7922883252 0.0675196771 0.6193717220 5.255313e-01 1.2459209733
## 2199 -0.3140415262 -0.0433124732 1.2605535273 -1.387948e-01 0.9073183595
## 2200 0.3693005001 -0.1069831008 0.6521798861 -3.338095e-01 0.2667928473
## 2201 0.2021492862 0.1537565590 0.2084020756 1.931327e-01 -0.1001425793
## 2202 0.0217362781 0.1839137082 -0.1966511368 2.709903e-02 0.0483054255
## 2203 0.8088316112 -0.1543443034 -0.5487121368 2.600797e-01 0.2060651352
## 2204 -0.0880375023 0.0634462901 -0.0473089748 3.011148e-02 0.0692260091
## 2205 -0.8035035423 0.0315253844 -1.5401369838 -2.247953e-02 -0.9677134022
## 2206 -1.2329139333 -0.1923823993 -1.0795372294 -5.746221e-02 -1.7284403316
## 2207 -1.5014618201 -0.0118250850 1.5970557554 -4.763697e-01 0.0563299719
## 2208 -0.3733415449 0.1500025720 0.9271957518 -2.721761e-01 0.5198406980
## 2209 -0.0136120279 0.1775998246 -0.0715513478 -1.065384e-01 -0.1983503696
## 2210 0.5387301659 -0.0515038592 0.3967461821 1.722785e-03 -0.0497232446
## 2211 0.5816100459 -0.1870331000 -0.0401092121 6.178708e-02 -0.1684331596
## 2212 0.5748831709 -0.0569642093 -0.1780690191 -7.375691e-02 -0.1181523775
## 2213 0.2436226442 -0.1291416577 -0.2324162852 7.620186e-02 -0.1472895719
## 2214 -0.6284739674 -0.0941461012 -0.0188439789 4.278999e-02 0.0221452220
## 2215 1.0549623469 0.0346222620 0.0282717890 1.534129e-01 0.8945896153
## 2216 1.8298057944 -0.1635635703 -0.6054413047 3.038668e-01 0.7320992648
## 2217 0.8719246339 -0.1569163001 -0.1873886001 4.045027e-01 0.1391960897
## 2218 -0.2711001973 0.1877796256 0.4091089756 -1.659689e-01 -0.0092145740
## 2219 -0.0001891880 0.1409449490 -0.0109166677 -3.399177e-01 -0.0934704957
## 2220 0.0409153445 -0.4568179954 0.1425843940 2.402087e-02 -0.2706286644
## 2221 -0.1960440317 0.0332721063 -0.4560777488 -2.108223e-01 -0.1956638812
## 2222 -0.3823410379 0.1990558718 -0.0938409396 7.028432e-02 -0.1266148289
## 2223 -0.0319547230 -0.0858059673 -0.0259981290 -1.910074e-01 -0.0469892995
## 2224 0.2879819342 -0.2611539125 0.0378286702 1.948070e-01 -0.2539330768
## 2225 0.1013234637 -0.7106926429 0.4853917940 2.226859e-01 -0.2951090189
## 2226 0.2073244638 -0.5464081829 0.6419051445 2.429378e-01 -0.2495104389
## 2227 0.5600704399 -0.6585817761 -0.0124609743 1.294372e-01 -0.1522998284
## 2228 0.5067388379 -0.9296372610 0.0706167887 2.056803e-01 -0.0041071986
## 2229 0.4453088611 -0.8594610502 0.1852155046 8.199102e-02 0.2497223199
## 2230 1.1610659077 1.1208877832 -0.5668718452 -4.490153e-01 0.6432193528
## 2231 0.4744976074 0.7120770545 -0.6144623367 -6.413837e-01 0.3101091482
## 2232 -0.3387891667 -0.2175606058 0.1322705083 1.752820e-01 0.0412429460
## 2233 -0.1207237204 -0.0458802171 -0.1829193277 1.465499e-01 0.2066587925
## 2234 -2.2644200008 -0.0618730974 0.3553392988 -3.961262e-01 -0.6567153838
## 2235 -0.5568594773 -0.0209824037 0.1574377643 -3.811869e-01 -0.6756062995
## 2236 0.2798848841 -0.3793424297 -0.2447374375 1.687780e-01 -0.4576058581
## 2237 0.1719072476 -0.3134027980 -0.1383887474 -1.862147e-01 -0.4521203586
## 2238 0.1321510586 -0.3391919858 0.1129794260 -1.482403e-01 -0.2954871538
## 2239 0.4377876056 -0.2924720772 0.3183488204 3.362882e-02 0.0237317131
## 2240 1.3167291085 0.2437077940 -0.2387159064 -2.083690e-01 -0.2653603749
## 2241 2.0881810903 0.2263138402 -1.1049903934 -1.608223e-03 -1.0922996524
## 2242 0.3086873000 -0.1531419276 0.5541794212 -3.514858e-01 -0.6554687836
## 2243 -0.1850189141 -0.1297951814 0.4540170515 -1.407353e-01 -0.5191645811
## 2244 -0.2578648899 -0.0798823758 0.2470805364 -1.769487e-01 -0.3903119436
## 2245 -0.0976079842 0.0084310197 0.0202532665 -4.244410e-01 -0.4941034884
## 2246 -0.6954711760 -0.3131525712 -0.1287721579 -8.977651e-02 -1.2451361900
## 2247 -1.2213077893 -0.2277777085 1.1202581450 -3.856996e-01 -0.0282369891
## 2248 0.1649659323 0.0676766690 0.2043407106 -5.776678e-02 0.3007769971
## 2249 0.0752506282 0.1941970620 -0.0888737118 1.154241e-01 0.2015057496
## 2250 0.3818319014 0.0628839338 -0.0800705964 1.086124e-02 0.2330536948
## 2251 1.0161417246 -0.0262385528 0.2760754550 -1.241321e-01 0.3713655275
## 2252 0.6038839908 -0.0778931845 -0.4196005681 3.925583e-01 0.0042427071
## 2253 -0.0025952334 -0.0431303215 -0.1076094800 1.941013e-01 0.1608596558
## 2254 0.4719010637 0.1050871481 -0.1014150815 1.393701e-02 0.1199017020
## 2255 0.3287357757 0.1276416216 0.0835575780 -3.859617e-02 0.0344670067
## 2256 -1.5279298190 -0.1117997205 -1.4270372959 3.917798e-01 -0.2551795779
## 2257 -2.5535793280 0.0880732800 -0.3913209233 1.542164e-01 0.0178303712
## 2258 -0.2639066926 0.1766032551 0.7043681361 -4.117208e-02 0.2921187833
## 2259 0.1039136866 0.1449737210 -0.0430500760 1.502184e-01 0.0596606768
## 2260 -0.0382265112 0.2340161181 0.0837487438 2.769044e-02 0.0512497067
## 2261 0.1980849660 -0.0744687394 0.2885402209 -2.525254e-02 0.1165071893
## 2262 0.6851977244 -0.1675594604 -0.0538401043 2.648554e-03 0.1329653617
## 2263 0.7636548646 0.0044245629 -0.1377905183 1.002270e-01 0.1778173827
## 2264 0.2669109653 -0.1845989616 -0.0953121777 1.282116e-01 -0.0625285676
## 2265 0.8493705761 -0.3878647967 0.4317814291 -8.924133e-02 -0.3568085475
## 2266 0.6342826787 0.3092554878 -0.5205579742 7.955437e-02 -0.3448908897
## 2267 -0.0947226187 -0.3316693349 0.4734219745 -2.562380e-02 -0.5677918635
## 2268 -0.0972595687 -0.4703674522 0.0446234441 -1.504245e-01 -0.5807065959
## 2269 0.0047881985 -0.1191414371 0.1441415666 -3.348801e-01 -0.5383768306
## 2270 0.1842219010 0.4552141277 -0.5201355690 -3.412366e-01 -0.6295904068
## 2271 0.1641078273 0.0547182828 -0.4591409942 1.494649e-01 -0.2551579104
## 2272 -0.0138689997 0.0112279751 -0.0606584867 1.305111e-01 0.0556519652
## 2273 0.3224453727 -0.7232374121 0.1423810955 4.537198e-01 0.0043521749
## 2274 -0.1648235754 -1.1714236376 0.2954082699 4.476129e-01 0.0599284310
## 2275 0.3007486843 -0.9952289919 -0.0753679474 -1.643798e-02 0.2705881361
## 2276 0.1547727360 -0.7087740540 -0.1149141217 -9.868275e-02 0.3070157294
## 2277 0.3140800621 -0.2870329678 -0.2789150426 -3.429365e-01 0.4592812824
## 2278 0.0762210674 0.0961801895 -0.3738675668 -2.374588e-01 0.3537057046
## 2279 0.3555632817 0.7904760249 -0.1161020977 4.992875e-01 0.1280862331
## 2280 -0.1799806391 -0.0456277217 -0.0280607330 -3.765447e-01 0.3904709879
## 2281 -0.4186717654 -0.2265457935 -0.0313321576 -1.957887e-01 0.2378513468
## 2282 -1.5950438647 0.2291718326 -0.3337828386 3.045593e-01 0.2022771727
## 2283 0.2348894627 -0.6255129447 -0.2040571093 1.795465e-01 0.0861901794
## 2284 0.4950892016 -0.3410047442 -0.0829762928 -1.464403e-02 0.0588901651
## 2285 0.1954271063 -0.1493239366 -0.0998010706 -9.241201e-02 0.0644686245
## 2286 -0.2274555765 -0.2092591999 -0.0859397170 4.368846e-02 -0.0450733249
## 2287 0.0002314666 -0.2098746817 0.0540790045 -5.135121e-02 -0.1647197868
## 2288 -0.1705055273 -0.0952968852 -0.0678908241 8.647756e-03 -0.1403901916
## 2289 -0.0890065917 0.0601691235 -0.0016975038 6.120669e-02 0.2216845441
## 2290 0.4180150135 0.1872446169 0.4980500554 4.538457e-02 0.1628050170
## 2291 1.0430460188 0.2817854935 0.2355611256 5.501189e-02 0.0529531146
## 2292 1.6981866269 0.2231459892 -0.2521417206 -1.028465e-01 -0.1540939287
## 2293 1.2817848676 -0.0122645973 -0.2512988869 -7.742212e-02 -0.0915473486
## 2294 -0.0951012430 -0.0571071194 -0.1267838296 -5.860378e-02 -0.3350919416
## 2295 -0.5663765556 -0.0658716455 0.0589015576 3.520808e-02 -0.0519265568
## 2296 -0.3947189410 -0.0170251593 -0.0020087259 2.593926e-01 -0.0308379025
## 2297 -0.1857378190 0.2044602939 0.2172570425 -3.749414e-03 0.2544056966
## 2298 0.0065431634 0.1465076358 -0.0024985615 3.629882e-02 0.3046262190
## 2299 0.0132388947 0.0395158010 -0.3993212614 8.795653e-02 0.0906104839
## 2300 -1.7576115774 -0.1316260450 -0.7743997254 3.862793e-01 -0.5974831588
## 2301 0.5828409011 0.1648185306 -0.5799761339 2.902519e-01 0.0825290395
## 2302 0.6926678521 -0.0984139333 -0.2862666958 5.961956e-01 0.3649029377
## 2303 0.3423852076 -0.0089407915 -0.5164880377 3.175708e-01 0.0133340945
## 2304 0.4392658259 0.1271436948 0.0921141512 2.060765e-01 0.2757968459
## 2305 -0.0171056169 -0.1260752564 -0.1752155516 1.774401e-01 0.1317924256
## 2306 -2.3429047079 0.0783070402 0.4346855694 1.097840e-01 -0.0085442008
## 2307 -0.0312066129 0.1864490544 -0.0065585194 -3.000766e-02 -0.0729168024
## 2308 0.4510109527 -0.0401226155 0.1497577814 -4.798287e-02 0.0875847119
## 2309 0.3182042055 -0.2250680691 -0.0030206448 8.458050e-03 0.0111414857
## 2310 -1.2549119576 0.4655411270 -0.0842003513 2.232610e-01 0.2774388331
## 2311 -0.4462259234 0.2404025995 -0.1939501100 1.456522e-01 0.1966811512
## 2312 2.3521872170 -0.6480038179 0.0385235475 5.845849e-01 0.5058566318
## 2313 -1.6105404157 0.4642752904 0.3691405641 -8.343232e-02 0.7866979804
## 2314 0.7663682426 0.2036200494 0.2138383182 1.664562e-01 0.5964704707
## 2315 -0.5413794742 -0.1143812923 0.6037958407 -2.681845e-02 0.6042021734
## 2316 -0.6294096364 -0.1973429554 0.2821045845 3.041490e-02 0.6132428129
## 2317 -0.4896476633 -0.1510298471 0.0644412062 1.031786e-01 0.6172840943
## 2318 -0.2177828057 0.1832596686 -0.0842073617 4.501791e-01 0.6086215977
## 2319 0.5476750586 0.6799101476 -0.3045594150 4.937621e-01 0.5816618525
## 2320 0.9235009524 0.3971023505 -0.7499472484 3.242094e-01 0.3283865600
## 2321 0.5622014963 0.1086676545 -0.6217807173 7.099328e-02 -0.0181982751
## 2322 0.1503892375 -0.0845731750 -0.3051831658 2.109176e-01 -0.1564899771
## 2323 0.1659579162 -0.5046110935 -0.0466986636 4.407463e-01 -0.1460306224
## 2324 0.0897137852 -1.1725337637 0.2899309738 1.131383e-01 -0.0117274967
## 2325 -0.6365423923 -1.4189821780 0.1811773828 -4.556541e-02 -0.0689255376
## 2326 -0.5267239236 -0.8305945368 -0.0529850492 -4.401004e-02 0.0045098246
## 2327 0.3253273390 -0.4849370991 -0.0560046444 -1.255469e-01 0.0535809504
## 2328 0.1508731764 -0.3864379012 -0.3573840772 -1.502680e-01 0.2578329088
## 2329 0.0314154655 -0.0556487995 -0.4643825635 -1.226537e-02 0.4769137903
## 2330 0.1567303843 0.3111135783 -0.2013073537 1.824209e-02 0.5090291173
## 2331 0.0337832030 0.4689608581 -0.1367137684 2.349139e-02 0.4110934987
## 2332 0.5593663220 1.1057113515 0.2825302738 2.450039e-01 -0.0565983478
## 2333 -1.0044398630 0.0613290574 -0.6357523074 2.197583e-01 0.0406496901
## 2334 0.3808434454 -0.1771676727 -0.0254913062 -2.608874e-01 -0.1368846393
## 2335 0.0787792668 -0.0443089311 -0.0730521903 -9.989530e-02 -0.2985666599
## 2336 -0.0744941237 -0.1300512245 -0.0233699847 -1.696534e-01 -0.0016837562
## 2337 -0.0210022515 -0.0701768133 -0.5230166502 1.120935e-01 -0.0736544520
## 2338 -0.1157890821 0.1152690055 0.5100367881 -6.610558e-03 0.1362936253
## 2339 0.4873416557 0.1878450124 0.7160529047 -4.677431e-02 0.2863847177
## 2340 1.6643016946 0.2375247405 0.1083061185 -1.085250e-01 0.0747267844
## 2341 1.1284592481 0.2164310630 0.5336901311 -3.740226e-01 0.3817523156
## 2342 0.0743797786 0.0429485766 -0.3977178699 2.414403e-01 0.0778471332
## 2343 -0.4205670675 -0.1007289723 -0.1461205081 1.374019e-01 0.1584297734
## 2344 -0.2564344905 0.2444990852 -0.1373794853 3.453278e-01 0.1588002180
## 2345 0.2867218514 -0.0146219180 0.0675272674 1.621053e-01 0.4924769943
## 2346 -1.9884313889 0.1255437682 -0.5367767096 2.905688e-01 -0.4653592810
## 2347 -0.6057344946 0.1910896532 0.0383642007 1.580712e-01 0.2270706809
## 2348 0.8167013793 0.0817819586 -0.0832094284 3.035305e-01 0.4620311748
## 2349 0.9534386370 -0.0981340012 -0.2184313875 1.663988e-01 0.1760532560
## 2350 0.0064265397 0.0589611290 0.5378673433 7.749792e-02 0.1944650281
## 2351 0.6512627984 -0.0803131959 0.6252151312 -2.836365e-01 0.0610574338
## 2352 -0.0106737018 -0.0479858662 0.0982987196 7.269170e-02 -0.2968023017
## 2353 0.1761416431 -0.1387569409 0.0155450604 4.793760e-02 -0.0528966433
## 2354 0.1330500285 -0.1326542009 -0.0580323068 4.921313e-02 -0.1476078380
## 2355 -0.2355422858 0.0589401299 0.1814482034 5.989576e-02 -0.0924950161
## 2356 0.3189126811 0.0001907185 0.4300253295 -1.609627e-01 0.0136940788
## 2357 0.3817828590 -0.1871532395 -0.2878406797 -7.681963e-02 -0.3029964885
## 2358 -0.8767684617 0.1389909248 -0.5032344447 1.991169e-01 -0.2716964248
## 2359 1.2252759528 -0.5482219538 0.0176879214 3.593090e-01 0.4509942164
## 2360 1.4643794536 -0.6952470039 1.0533867092 -7.757972e-01 0.1012567525
## 2361 -0.9312918759 -0.0464873640 0.6957079336 -7.161503e-01 -0.3772124988
## 2362 -1.4876518511 0.7382977978 -0.7552428181 2.792393e-01 -0.1877052898
## 2363 0.6551178612 0.3563792862 -0.3137405978 3.786934e-01 0.0197500188
## 2364 0.3486969577 -0.0426224825 0.6331130858 2.957257e-02 0.1627006334
## 2365 -0.7574410287 -0.0768675281 -0.0424141206 -6.003454e-02 0.6311075880
## 2366 -0.5970318017 0.0247371506 0.1030469622 -1.462514e-01 0.5810428811
## 2367 -0.3236348707 0.1315156353 0.1330991894 2.095495e-01 0.3226102226
## 2368 0.4576402891 0.5015160212 0.3913823749 1.373961e-01 -0.0083947544
## 2369 0.3006453001 -0.9232977650 -0.0968306875 3.906075e-01 -0.1571186439
## 2370 -0.6624193808 -1.0294089099 -0.4916815760 -1.661869e-02 0.6217130826
## 2371 -0.1245117784 -0.2138746912 0.0040624529 1.138546e-01 0.8160295160
## 2372 0.0400592191 0.3996546301 -0.2395865762 -2.223543e-01 0.0668836245
## 2373 0.0412468964 0.3453186526 0.0967112657 1.178036e-01 -0.3991012257
## 2374 -0.0379567927 0.4493050262 0.3220317827 1.154175e-01 -0.3540463752
## 2375 0.3514323523 0.4770522835 0.0201830084 -1.734101e-01 -0.2902584280
## 2376 0.2842809002 0.6305905641 0.3289154120 2.540133e-01 -0.3329586850
## 2377 -1.9538401029 0.0579095870 -0.2565931339 2.269873e-01 -0.0060139793
## 2378 -0.4327496884 0.0580318799 -0.2154854910 6.714898e-02 -0.1449246766
## 2379 0.0123561641 -0.3022657559 -0.1789899963 -1.436119e-01 -0.1375822674
## 2380 -0.1937920016 -0.3622292493 0.1553994889 -1.875416e-01 -0.0291536092
## 2381 0.0805834229 0.0446530230 0.3032368063 3.459881e-02 -0.0841618861
## 2382 0.0192432192 -0.0634367966 0.0431496844 2.306181e-02 -0.2257108868
## 2383 -0.2062237707 -0.3839708296 -0.1528017259 1.557870e-01 -0.2416831179
## 2384 0.0592614088 -0.0150910119 -0.0366240368 -1.436948e-01 -0.3916302925
## 2385 0.9791371108 0.2404139005 1.0616150470 -1.165368e-01 0.0210490293
## 2386 1.1089208574 0.2219585501 -0.8083823102 6.125691e-02 -0.3166070921
## 2387 0.3500916111 -0.0069229668 -0.1512462132 7.398147e-02 0.0715634830
## 2388 -0.0944714304 0.1580120598 -0.4811736822 1.262879e-01 0.0852891050
## 2389 -0.1644552937 -0.0772628285 -0.2281567688 9.880870e-02 0.2048158124
## 2390 -0.1223631306 0.0545045203 -0.0952022207 3.219179e-01 0.1307588129
## 2391 0.2805701249 0.2492322269 0.0448365182 -9.912749e-02 -0.0484660541
## 2392 -0.7729171454 -0.0343702487 -0.2821121768 -7.571142e-02 0.1609374950
## 2393 -1.3704261320 0.0509334381 -0.7227331682 4.268134e-01 0.0641780507
## 2394 0.5441916364 0.1140623977 0.3194502873 -1.947274e-01 -0.4505252315
## 2395 0.3150196872 -0.0001122645 0.3188433927 -2.628175e-01 0.0138872634
## 2396 0.2340222946 -0.1209382282 0.5699718609 2.020916e-01 0.5756223134
## 2397 -0.0043015940 -0.1228802030 -0.1222243873 4.568677e-02 -0.0113185446
## 2398 0.1686778983 0.1177206995 -0.0806675113 -3.106610e-01 0.1990292578
## 2399 0.1853897407 -0.0147606242 -0.2203261242 -3.981651e-02 0.0186371635
## 2400 -0.4025673588 0.0346365510 -0.2513470687 3.013685e-01 -0.0061831411
## 2401 -1.2691044677 -0.0065676004 -1.0386656768 1.750413e-01 -0.3114610313
## 2402 -1.9375292646 0.1609631443 -0.3748102227 1.633130e-01 -0.3253548272
## 2403 -1.2023374317 0.3308745960 0.5483546985 -1.594141e-01 0.0026076773
## 2404 -0.0972075567 0.0750156296 0.2769372409 -6.505013e-02 0.3355092568
## 2405 0.7621219591 -0.3703252702 -0.3368239469 4.330708e-01 0.0625488733
## 2406 0.0469676097 -0.1923348776 -0.9227658801 6.700608e-01 0.0418745538
## 2407 0.3610285214 -0.0341425698 -0.6908732581 2.996443e-01 -0.0291007087
## 2408 0.1984034642 -0.2368178190 1.3625354784 -1.064094e+00 0.4153335983
## 2409 -0.4179147232 0.7198929722 -1.0593958175 4.801251e-01 0.3338911781
## 2410 0.8430141951 0.0031455578 0.0405015432 3.008915e-01 0.0783392729
## 2411 -0.0932520292 -0.2516789888 0.0553903060 1.711245e-01 -0.0300248328
## 2412 -0.8410714303 -0.1762772768 -0.4138584007 1.515518e-01 0.3309990360
## 2413 -0.1175728352 -0.1088203098 0.2560104287 -8.565479e-02 0.1882415271
## 2414 0.5612271724 0.0716182357 0.9845105458 -3.910031e-02 0.4137574486
## 2415 1.3120737678 0.2059246254 0.2463823397 -1.091172e-01 -0.0003401566
## 2416 1.5961751061 -0.1209947192 -1.0436526199 -1.971271e-01 -0.1948600255
## 2417 0.3395091103 -0.8296400415 -0.9650329516 3.081311e-01 0.4779796815
## 2418 -0.4785766511 -0.5563655852 -0.7646850901 -2.583523e-02 0.5271435745
## 2419 -0.6078796971 -0.1331378192 -0.2396314554 -5.586967e-02 0.3633039814
## 2420 -0.8771857047 0.1123498866 0.9115926554 9.078724e-02 0.2793795197
## 2421 -0.0859138126 0.2149945071 0.6449652949 3.814975e-01 0.0916991362
## 2422 0.0777030484 -0.0145495637 0.1628533044 1.852403e-01 -0.0066720797
## 2423 -0.0270755708 0.1012972346 0.1426260013 1.422508e-01 0.1154185831
## 2424 -0.0980353238 0.7931381774 -0.3264151019 3.977315e-01 0.1113012368
## 2425 -2.1438845806 -0.1085345376 -0.0961547880 -1.592006e-01 0.0047743079
## 2426 -1.5744781552 0.0477260056 -0.2418006457 2.060757e-01 -0.1096900832
## 2427 0.2288454782 -0.1531731592 -0.4079638040 3.089203e-02 -0.0759613154
## 2428 -0.1503838425 -0.1819692147 0.0991947010 8.224428e-02 0.2067263900
## 2429 -0.0823940279 -0.3875741961 -0.2564861085 1.614123e-01 0.1076111726
## 2430 0.1044468489 0.2836907556 0.2978710146 -1.876316e-01 -0.0659674537
## 2431 0.1897996131 0.1695160212 0.6214944976 -1.019945e-01 0.2867217958
## 2432 1.3229596372 0.3113293067 0.4951975185 -1.719471e-02 0.4113325298
## 2433 1.1830890257 0.2723513573 -0.7711789449 -4.879489e-02 -0.2132647493
## 2434 0.4791107447 -0.0055209715 -0.2562032806 2.189146e-01 -0.0149889691
## 2435 0.2551898899 -0.0407681591 -0.0676158230 -6.056763e-02 0.0495087703
## 2436 0.5202067602 0.1454855177 0.0437683588 1.098902e-01 0.2759799648
## 2437 -0.0120044213 0.0216756481 0.0605327075 9.540400e-02 0.4941955466
## 2438 -0.5509124873 0.0635091260 -0.3003799404 4.955730e-02 0.1358370477
## 2439 -0.5457101802 -0.1800461601 -0.4128625379 2.473144e-01 -0.1012611443
## 2440 0.0923044496 0.1551141678 0.6186400211 -5.554137e-02 0.5666851394
## 2441 0.4464212623 0.2182064372 0.1146311288 -9.383278e-02 0.4035871180
## 2442 0.1303446477 0.2167011109 -0.2180590266 1.795522e-01 0.0021303646
## 2443 0.3028629834 0.0023653205 0.9540795968 -1.403530e-01 -0.1219638783
## 2444 0.6591420735 -0.0835121173 0.6617310874 -2.217806e-01 -0.1872419153
## 2445 -0.2765246540 -0.1066985189 0.2617125714 1.068932e-01 -0.0471849638
## 2446 -0.4429151112 -0.0019345343 -0.2564405131 1.054798e-02 -0.2874644958
## 2447 -0.9546937545 0.1399712278 -1.0343874916 9.984217e-02 -0.2536395397
## 2448 -1.1715641236 0.2851463542 -0.4649337997 2.182921e-01 0.0287332319
## 2449 -1.0217948182 -0.0400398667 0.6165846416 -1.593881e-01 0.2444969244
## 2450 -0.4130574733 0.1739936060 0.2610173452 -1.137676e-01 -0.1827449827
## 2451 0.6017947165 -0.0382425249 0.3758055030 -1.985737e-01 -0.1587845403
## 2452 -0.8733795829 0.5307931584 0.0635200935 -4.244009e-01 0.3774779798
## 2453 0.2779658624 0.5012626818 0.2550187396 -1.102242e-01 0.0018182701
## 2454 -0.2130626770 -0.2031150874 -0.2252933047 -1.266276e-01 -0.5224574319
## 2455 -0.6792098093 -0.0785677555 0.6441162850 -1.386999e-01 0.2712482382
## 2456 -0.2523617116 0.1324223489 0.2850563989 -2.658272e-01 -0.0512975062
## 2457 0.7730074544 0.1271297704 0.9784104923 1.833280e-03 0.5179926444
## 2458 1.7438205892 0.2135133687 0.1504058652 -4.237199e-01 0.1997335415
## 2459 1.6438746855 -0.3253713153 -1.7535211621 5.877669e-02 -0.8414864909
## 2460 -0.0824992165 -0.4250915785 -0.2500926954 2.199007e-01 -0.5763754362
## 2461 -1.0426116962 0.0615657282 0.3530687977 -4.081786e-01 -0.5043103722
## 2462 -1.2959688863 -0.0714533734 0.2103037599 -2.250496e-01 -0.2944772716
## 2463 -0.5554458554 -0.1616232344 0.6288388559 1.334378e-01 -0.0482335580
## 2464 -0.2488793216 -0.1091325465 0.1329398194 1.551942e-01 -0.1194124448
## 2465 0.2414386312 0.2286831575 0.2379659461 1.824087e-01 -0.1933773630
## 2466 0.1601944544 -0.2654149718 0.0772108390 2.618342e-01 -0.1588622363
## 2467 0.2003666673 0.4497356054 -0.0105294338 3.728708e-01 -0.4199643873
## 2468 -0.0166369761 1.0054748677 -0.3489831340 -1.511363e-02 -0.1616285177
## 2469 -0.3510322507 -0.2233083445 0.1919489716 1.298513e-01 0.1880226169
## 2470 0.3144583975 -0.1581175845 0.0887420326 6.221357e-02 -0.0558901067
## 2471 0.1463796257 -0.1018052892 -0.4749249133 -1.808346e-01 -0.2926186551
## 2472 -0.3340138930 -0.2842058831 0.2122074199 -3.373492e-02 -0.0453301540
## 2473 -0.0065306218 -0.2328403284 -0.1038391765 -1.608399e-01 -0.0924518117
## 2474 -0.0154109027 0.2203596348 0.1248615296 2.183092e-01 -0.0629972502
## 2475 0.1276738268 -0.0290206487 -0.0484297323 5.693051e-02 0.0465361115
## 2476 -0.4151912680 0.0491207676 -0.2347137917 -1.377841e-01 -0.2314918716
## 2477 -0.1512177518 0.1500039102 -0.2661964065 9.456601e-02 -0.1318079678
## 2478 0.6336972242 0.2501928576 0.6586071347 -1.155157e-01 0.0229987703
## 2479 1.2403278977 0.2358654174 0.8755248615 -2.906858e-01 0.0174103781
## 2480 1.6307546039 0.3873264949 -0.2353623963 -9.095804e-02 -0.3766867258
## 2481 0.5885256177 0.0192066587 -0.1921454183 -1.571819e-02 0.2276322823
## 2482 0.7316719417 0.0694969560 -0.7395407208 1.612245e-01 0.1342888877
## 2483 0.4702273120 0.0958314702 -0.2439508192 1.674947e-01 0.0919194638
## 2484 -0.2282169608 0.0868815031 0.1819776068 -9.725996e-02 0.0676837608
## 2485 -0.2165868087 -0.0390932670 0.1071626914 1.390622e-01 0.0767151177
## 2486 -0.1858087385 -0.3009281752 -0.5345770818 1.097101e-01 -0.1991797356
## 2487 -0.1980981165 0.0693682306 0.1683547774 5.755367e-02 -0.0598266794
## 2488 0.0243988142 0.1812561536 0.9389117732 -2.615268e-01 0.1226681878
## 2489 -0.2139036047 0.0640964912 0.1203544377 -2.459788e-01 0.2351300238
## 2490 0.4615321066 -0.0798915618 -0.0931704732 2.577141e-01 0.1564268700
## 2491 0.9592707949 0.1079590906 -0.3274838689 4.607983e-01 -0.3120803377
## 2492 -0.3267066204 -0.2411795851 0.1771695331 -1.718422e-01 0.2144607107
## 2493 -0.3694336722 0.0899428596 0.1961581141 -1.038545e-01 0.2966275230
## 2494 -1.1747924314 -0.1290010821 0.1342626103 -6.374701e-02 -0.3016317772
## 2495 -1.4105580897 0.0650427098 0.6518900407 -1.973733e-01 0.1746397574
## 2496 -0.7648778671 0.1701560736 0.5270985225 -1.846927e-01 0.2057719108
## 2497 1.7193457929 -0.9444641822 -0.4145716911 8.715743e-02 -0.0230392125
## 2498 2.1518718709 -1.3800116000 -0.5480050343 5.710154e-01 -0.5977604394
## 2499 1.3836476450 -0.4557322851 -0.0722736835 6.522110e-02 -0.8199674089
## 2500 0.4481073703 -0.2913598458 -0.1123463743 -3.098795e-01 -0.5112047818
## 2501 -1.0034405970 1.0387980239 -0.5422793440 -1.618977e-01 -0.5774260621
## 2502 -1.6456237389 1.1988482792 0.4284764331 -4.027379e-01 -0.0910235906
## 2503 -0.2218177911 0.3486605004 1.1753852503 -1.611794e-01 -0.0513959996
## 2504 0.0753304115 -0.0531984620 0.4691032401 -2.755504e-01 -0.1099078319
## 2505 0.0031249055 0.0051015647 -0.2088712370 -9.378225e-02 -0.4439532605
## 2506 -1.1509037431 -0.1435624741 -0.5212233780 -6.403643e-02 -0.8331995202
## 2507 -0.6523466765 0.1450943596 0.3401787041 -2.810292e-02 0.1458728927
## 2508 -0.6200514482 0.1903945930 -0.0196821140 -2.016927e-01 0.1689965321
## 2509 0.0953523133 0.0630241606 0.3578007346 9.953245e-02 0.1611973375
## 2510 1.6710277692 0.3104759852 0.8087112007 1.588902e-01 0.6633586267
## 2511 3.7707117618 0.4737930245 -0.5428098145 -1.864001e-01 0.9466316514
## 2512 -0.7374076720 -0.5052042792 0.2699437371 8.200329e-02 -0.2046371476
## 2513 -1.0620476263 -0.0426365112 0.1356796974 -2.074472e-02 0.0552112621
## 2514 -1.0702595599 -0.3229142365 -0.1675635884 4.703489e-03 0.1428900663
## 2515 -0.6316788826 -0.5851747547 -0.0483591908 -6.837499e-02 0.0434059273
## 2516 -0.3319252754 -0.4144986637 0.1863318278 -6.688500e-03 0.2095750312
## 2517 0.1971842748 -0.0710050845 -0.1299675650 4.110451e-02 0.3970104672
## 2518 -0.0463199324 -0.3272478582 0.2107263194 4.856961e-02 0.4223272622
## 2519 0.1917740545 0.3241206342 -0.0890129886 3.264504e-01 0.4351681464
## 2520 0.2978946286 0.9406056682 -0.5773612313 6.809001e-01 0.1960360581
## 2521 -0.0168726002 0.9943120468 -0.2649857563 3.046225e-02 0.2934392547
## 2522 -1.9695125389 -0.2294441164 0.4358068321 -2.379136e-01 -0.4548214610
## 2523 -1.5737209069 0.0195890854 -0.2106381223 -1.739113e-01 -0.5847544707
## 2524 -0.4545841153 -0.0703193754 -0.4246020714 -1.276087e-01 -0.6420861718
## 2525 -0.3105542585 -0.3365234400 -0.1111244402 -1.115930e-01 -0.4837800488
## 2526 0.2988529706 0.0884773495 -0.0276574062 -1.211480e-01 -0.2300747594
## 2527 -0.4433365679 -0.1994252647 -0.3621562872 1.284921e-01 -0.4656008417
## 2528 -0.5081778105 -0.4261595917 0.2243006183 1.104009e-03 -0.3365862727
## 2529 0.0761769403 -0.0845891551 0.0544546703 -2.574750e-01 -0.2165939159
## 2530 -0.1242068243 -0.1659816433 -0.0519426837 2.058654e-01 -0.1741472372
## 2531 -0.1064625438 -0.0428868137 0.4122732617 -1.694531e-01 -0.0455220829
## 2532 0.1320473286 0.0506141951 -0.1742636682 2.658955e-01 -0.0497302642
## 2533 1.7312415934 0.4479264711 0.4186521135 -1.431310e-01 0.4728150859
## 2534 0.7308155451 0.0437385736 -0.1234016188 -6.892459e-02 -0.2686999790
## 2535 -0.4357949561 -0.0379294735 -0.0035756800 2.232270e-01 0.0504682122
## 2536 -0.1821775452 -0.0313549316 -0.0354938456 -8.374546e-02 0.1409804785
## 2537 -0.1017733477 -0.0699701139 0.0020290417 -2.889769e-01 0.2619212669
## 2538 -0.1892199091 0.0603238036 -0.4711588456 3.735946e-01 -0.0282091276
## 2539 -0.2047762490 0.2271263232 0.8596783088 -8.765952e-02 0.5234819347
## 2540 0.8776334407 -0.1087111659 0.4137426824 3.030839e-02 0.1048263668
## 2541 -0.2367452021 -0.0567305271 -0.0887873993 3.785733e-01 0.1791392514
## 2542 0.2399766961 0.3185421604 0.2440994447 -3.733524e-02 0.4257379746
## 2543 -0.0056269165 0.1308574403 -0.1223269192 -5.256213e-02 0.1386760948
## 2544 -1.0664735757 -0.1671390711 -0.7485216893 2.878675e-01 -0.2428214948
## 2545 -1.9118220506 0.0199655686 0.2129637183 6.674607e-02 -0.0835507499
## 2546 2.1013769948 -1.0635825299 -0.1032432230 2.072823e-03 0.1068831453
## 2547 1.1392360019 -0.4527807678 0.3285430359 1.309097e-01 -0.1213023955
## 2548 0.4646090506 0.1026280217 -0.3439721014 -1.767071e-02 0.1035347943
## 2549 -1.0682217332 0.2184460456 0.5560838429 -3.204255e-02 0.4441247436
## 2550 -0.5166614889 -0.0250460840 0.6170847775 6.344760e-02 0.4818622980
## 2551 0.0882404754 -0.1079040282 0.2542967516 -1.279580e-01 0.0429840801
## 2552 -0.6787707121 0.1709903015 -0.6507058070 -1.676935e-01 -0.1644140733
## 2553 -0.8923882055 -0.0770107694 -0.7606486656 2.590091e-01 -0.5315105853
## 2554 -0.8810043655 0.0817352314 0.0788829780 2.068997e-01 -0.5185106069
## 2555 -0.4733473019 0.2812655829 0.0430191677 -1.118893e-01 -0.1351550551
## 2556 0.0261115533 -0.0796129547 -0.1670189014 -2.765745e-02 -0.0656187818
## 2557 1.2418427499 0.2336748027 -0.0601313609 5.660966e-02 0.1296440863
## 2558 4.3158348442 0.6066300625 0.0743335151 1.567973e-01 0.2448455386
## 2559 4.1117374860 -0.7450026741 0.1227671157 1.236803e-01 0.0177817883
## 2560 0.5491837211 -1.4930493718 0.0321734926 8.352539e-02 0.1954587000
## 2561 -0.8750173915 -0.6765592834 -0.1571119281 5.377633e-02 0.2284535809
## 2562 -1.0560008749 -0.3950734087 0.1179688656 2.063426e-01 -0.0631826706
## 2563 -0.7358487065 -0.5134041058 0.1493071731 1.341559e-01 -0.0994263903
## 2564 -0.1072580934 -0.3982244059 -0.2747664157 -2.419301e-01 0.0275111579
## 2565 0.0902701619 -0.4105101097 -0.3627862481 -1.618299e-01 0.1339400951
## 2566 -0.3471374552 -0.1786416880 -0.0349102067 -4.753070e-02 0.3341654113
## 2567 0.2029309353 0.5340431647 0.2908025005 3.166559e-01 -0.2270130361
## 2568 -2.1883411133 -0.0046043821 0.0164328577 4.373671e-03 0.0415979290
## 2569 0.1858645228 0.1101639932 0.2111664635 -1.468842e-02 -0.0517752740
## 2570 -0.1405244962 -0.0957271579 -0.3549382993 -1.283558e-01 -0.0247098418
## 2571 -0.5023954907 -0.3779490179 -0.3403034739 1.666794e-01 0.0911019397
## 2572 -0.3879767067 0.0416781863 0.1348151145 -8.688884e-02 0.0062552851
## 2573 -0.1577351917 0.4351292584 -0.1668252275 -6.382229e-02 0.1727156152
## 2574 0.1401673558 0.0251820585 -0.4825654093 5.312354e-02 -0.1626692895
## 2575 0.9251970592 0.3351729016 0.8578751733 1.407464e-02 0.5635785353
## 2576 2.2507065656 0.4422169290 0.5971987489 -2.891862e-01 0.2973410573
## 2577 0.9176925881 0.1227771499 -0.3865992234 3.650976e-02 -0.2016028688
## 2578 -0.2090028914 0.0024551079 -0.3670767192 1.841659e-01 -0.1804999606
## 2579 0.1656741511 -0.0331429088 0.1389213938 -7.546784e-02 0.2599397448
## 2580 -0.5422566489 -0.0888444949 -0.6188105402 3.492890e-01 -0.2745015221
## 2581 -0.8749718083 0.0268613773 0.8283276749 3.288869e-02 0.2281996319
## 2582 0.2161728985 -0.1018541518 -0.0278816410 -1.475929e-01 0.0048062761
## 2583 -0.3318819593 0.0244579849 -0.0434194423 -1.720922e-01 -0.1677472852
## 2584 -0.4967124164 -0.0097164577 0.3409100718 -1.521282e-01 0.0412037987
## 2585 0.2479316746 -0.0115202292 0.6776721896 -2.800272e-01 0.4148015614
## 2586 0.3001215106 -0.0712489251 -0.8136932554 4.257545e-01 -0.0861844506
## 2587 1.7552360470 -1.3104763864 0.3946271871 -2.684155e-01 0.2835040258
## 2588 0.8009276278 -0.4960695261 -0.0731025664 1.643280e-01 0.2512065324
## 2589 0.5708968358 0.0512372682 -0.3527957286 3.210884e-01 0.2419202975
## 2590 -1.6117971176 1.2104040364 -0.0547092244 1.164350e-01 0.0207149780
## 2591 -1.6519730042 0.3266926534 0.1534307423 -2.764058e-01 -0.0574389686
## 2592 -1.2428446563 0.1091180739 0.4588172806 -2.956864e-01 -0.0078451416
## 2593 -0.7049500395 0.1156740259 0.1665186061 2.296758e-01 0.2520712267
## 2594 -0.1037989251 -0.1424474821 -0.3850204091 -2.923916e-02 -0.0490132827
## 2595 4.4686380740 0.4246238742 -0.1403301161 3.977483e-01 0.0881205587
## 2596 3.5069154885 -1.0440849282 0.2257584019 -4.942668e-03 -0.1234077031
## 2597 0.0616632565 -1.3750245623 0.2700172635 -2.337799e-01 0.0878355365
## 2598 -0.9009045275 -0.5894382582 0.2440819583 1.942692e-02 -0.0791354881
## 2599 -1.0835024797 -0.5446912554 -0.0299116526 2.972149e-01 -0.0864780792
## 2600 -0.6084346582 -0.4644979510 -0.3100303257 9.449489e-02 0.2989127452
## 2601 -0.0220674216 -0.1411982723 -0.4544846152 -1.330888e-01 0.4364043564
## 2602 -0.2363265390 0.1685215127 0.2314095801 3.707230e-02 0.0820808312
## 2603 -0.0941367879 0.2837969286 0.2947955430 5.927752e-02 -0.0597659468
## 2604 -0.2261023862 0.7453865221 -0.3823600332 3.983418e-01 0.2569702326
## 2605 -0.0602049766 -0.0896095450 0.1183127113 -9.391674e-03 -0.1362363622
## 2606 0.1278448496 -0.0010086228 -0.3223581757 -3.279917e-01 -0.0110324702
## 2607 -0.0762836643 0.0279235273 -0.1725148784 1.150180e-01 -0.0282080611
## 2608 -0.1752603129 -0.0190365564 0.1331697574 -1.274231e-01 -0.0416073213
## 2609 -0.3781827207 -0.2380662707 -0.2930401466 -2.068560e-01 -0.3192104067
## 2610 -0.0809718476 -0.3130683480 -0.1174052302 2.009761e-01 -0.4760545732
## 2611 0.2865114385 -0.1453950663 0.1635368731 1.886227e-01 -0.2034896909
## 2612 0.0066779473 -0.0906615129 -0.2882616310 -2.181907e-01 0.0690976729
## 2613 -0.4671793481 0.0504670713 -0.3273982808 1.487087e-01 -0.0832540884
## 2614 -0.1874521507 0.4914356492 0.2419636922 2.438507e-03 -0.0226974492
## 2615 0.0970254487 0.1226201055 0.0212189049 -2.636167e-01 0.1366947280
## 2616 0.2022606939 0.0829684249 -0.2677232402 -3.937778e-02 -0.1680776929
## 2617 0.0091580722 -0.0893182823 -0.3712622212 1.388744e-02 -0.4635721700
## 2618 0.2298126209 0.1562062330 0.5659325171 1.713814e-01 -0.3690216464
## 2619 2.8318252446 0.2808871837 0.3175165491 -1.469344e-01 0.2158125433
## 2620 0.1323288358 0.0144667352 -0.5640852875 2.140725e-01 0.0014262856
## 2621 -0.2606572899 -0.0602834538 -0.3257564531 2.346722e-01 0.1003797639
## 2622 -0.0060287247 0.0740920927 -0.0767735328 2.926252e-01 0.0911630491
## 2623 0.2064187489 0.0383107827 0.0360667875 -5.625677e-02 0.1001955337
## 2624 -0.1829475436 -0.1832638355 -0.2892590266 1.376773e-01 -0.1098030978
## 2625 -1.1446256668 -0.0596120709 -0.4438581283 3.140471e-01 -0.1508512591
## 2626 0.1491781984 0.0109171900 0.1607050331 -6.946789e-02 -0.0836144075
## 2627 0.1007594730 0.1615975408 -0.0133989260 1.212870e-01 -0.1236248675
## 2628 -0.2607388525 0.1269080269 -0.0285855597 -4.588821e-02 0.0635625210
## 2629 -0.3540756042 0.1814812291 0.3888973877 -2.279599e-01 0.2653710604
## 2630 0.8539745480 -0.2314922451 -0.2422636652 1.360869e-01 -0.2605777191
## 2631 -0.1019226212 0.1359662231 -0.0880528088 2.718438e-01 -0.2075818981
## 2632 -0.0285763442 0.3318701092 0.0279561023 3.205268e-02 -0.1794001647
## 2633 -1.2512968275 -0.0530421319 -0.8076176525 7.322424e-02 -0.3868127133
## 2634 -2.2682183068 -0.1174531211 -0.3607373892 2.609735e-01 -0.1091946612
## 2635 -0.6954782288 -0.0734812073 0.8774529846 -3.224713e-01 0.3397552070
## 2636 1.2279742959 -0.6186387881 0.7481818336 -6.915815e-01 0.1359364807
## 2637 0.6947966049 -0.2878776530 -0.2522600350 6.347169e-02 -0.1663680294
## 2638 0.6592304215 0.0747803281 -0.2258406194 1.588023e-01 -0.0930284674
## 2639 0.6221182775 0.4375419335 0.0227169739 1.168527e-01 -0.2791146101
## 2640 -1.4274092294 0.2757205936 -0.0463997660 -2.259840e-02 0.1200864650
## 2641 -0.7795279625 0.2257310063 0.0915980813 -9.227107e-03 0.2252919924
## 2642 -0.3379557199 -0.0604262172 0.0041247795 -5.951577e-02 0.0825281318
## 2643 -0.7093162733 0.0656780281 -0.0484738970 1.030903e-01 0.0321573490
## 2644 -0.5123384140 0.1734522490 0.3891166345 1.373166e-01 0.2481821656
## 2645 0.0269534027 -0.0842153314 0.0921160204 3.002791e-02 0.2636234821
## 2646 -0.3098052286 -0.0677243555 -0.4308199920 1.134457e-01 0.0986111518
## 2647 0.1861662428 0.2339644049 -0.0508150138 1.854659e-02 0.3913070507
## 2648 4.6130364785 0.1155823781 -0.1669348936 2.478578e-01 0.1594871447
## 2649 2.9133741578 -1.2146384753 0.2238374675 -1.814200e-01 0.0102716082
## 2650 -1.1557407723 -0.4380890618 -0.0204372718 6.015495e-02 0.4202252483
## 2651 -1.0284059534 -0.2481151519 -0.5244418688 -1.614953e-01 0.5459908568
## 2652 -0.2215019830 0.3127951759 -0.1166210007 1.518953e-01 0.2670475383
## 2653 -0.1539138394 0.3982681914 0.2986605153 -1.530750e-03 -0.0726599324
## 2654 -0.0805855630 0.2452110662 0.2509809363 3.484549e-02 -0.3146810111
## 2655 -0.1611443612 0.0144400605 0.2795543681 4.480285e-02 -0.2011703212
## 2656 -0.0179561014 0.0505790188 -0.3494908661 -8.093032e-02 0.1097522134
## 2657 -0.3371900098 0.0072980741 -0.1061521522 1.218414e-01 0.0765892918
## 2658 -0.2355847184 0.5811395355 0.0554647082 4.069191e-01 -0.2099911905
## 2659 -2.4725057211 -0.1373611397 0.4976261381 -3.598733e-02 0.1615841041
## 2660 -2.1315776580 0.0395843184 -0.8387079437 9.504341e-02 0.3042851316
## 2661 -0.9424748359 0.0692286510 -0.5806536947 2.527225e-01 -0.1041201858
## 2662 -0.4239210855 -0.3673698602 -0.1052105566 -6.867232e-02 -0.0999259150
## 2663 0.1811601854 0.1345022286 -0.1281157904 5.783393e-02 -0.1259981619
## 2664 -0.1471474088 0.0077743796 -0.0400621275 -6.855390e-02 -0.3391088329
## 2665 -0.0023949445 0.1549953490 -0.0131911164 -9.361483e-02 -0.0117565785
## 2666 -0.3442452316 0.4019582742 0.1153745233 1.020595e-01 -0.1685366282
## 2667 -0.1371082822 0.2052544169 0.0952047064 -1.794429e-01 -0.2207261090
## 2668 0.5061328106 -0.0436131882 0.1323317728 5.586902e-03 -0.2700346077
## 2669 0.3805783218 -0.1339200716 -0.1189787012 2.883366e-02 -0.1713416619
## 2670 -0.1435490981 -0.1161284444 -0.0574709154 -5.215981e-02 -0.2052665578
## 2671 0.2674136906 0.1921861506 0.7625221842 -3.845408e-02 0.0225088966
## 2672 2.2181960787 0.4190972895 0.6469635869 -3.195960e-01 0.2281964329
## 2673 2.5308447940 0.2873554605 -0.4560028595 -1.134558e-01 -0.1079481938
## 2674 0.3914779310 -0.1817812252 -0.6642547913 3.969229e-01 -0.0032402693
## 2675 -0.0069573634 -0.1333987005 0.2592811464 7.424766e-02 0.2173957123
## 2676 0.2075185248 -0.0339117514 0.2305413760 -1.405245e-01 0.2147863294
## 2677 0.0149091857 0.2011565639 -0.0827909198 3.460513e-03 -0.0761627529
## 2678 -0.0308515560 -0.0484664449 0.0911088931 -1.338718e-01 0.1607642789
## 2679 -0.7137614599 0.0665160467 -0.8606984531 1.047416e-01 -0.0298298512
## 2680 0.1981009425 -0.0564905881 -0.1329202612 2.041751e-01 0.2290571874
## 2681 0.3723346057 -0.1054054692 0.1844777614 5.084907e-02 0.2061837428
## 2682 -0.3666591476 0.1554007253 -0.1433053752 1.736613e-01 -0.1861715110
## 2683 0.5443407236 -0.2409964808 0.4479878630 -2.334144e-02 0.0744250725
## 2684 0.9272612058 -0.3565353474 0.3510180164 -7.861927e-02 0.1048297122
## 2685 0.4910392952 -0.1708475803 -0.5367251028 -1.653613e-02 0.0004271949
## 2686 0.2544725319 -0.0997531514 -0.4300967005 2.032412e-01 0.0299616152
## 2687 -0.0772377496 0.1485136241 0.1804955411 1.864282e-01 0.1475033622
## 2688 -0.2823775922 0.2717309763 0.1178735937 3.225755e-02 0.1901983319
## 2689 -1.5248213475 -0.1209965536 -1.0081815973 1.411794e-01 -0.2927604764
## 2690 0.1500088756 -0.2332830587 1.1794930496 -5.628840e-01 0.7063320054
## 2691 0.4522307122 -0.2760656105 0.4677213426 -6.067653e-01 0.3999501985
## 2692 0.8176235719 0.0276247491 -0.1462938535 6.714243e-01 -0.3678188306
## 2693 -0.4525998249 0.5482089279 0.1513418476 1.813630e-01 -0.0567957443
## 2694 -1.0462061356 0.2661000687 -0.4852357034 2.312697e-01 0.2481159495
## 2695 -0.7130890382 0.1627207454 0.0375273463 2.131177e-01 0.3447747726
## 2696 -0.2597820942 0.1857376999 -0.2827953782 1.346144e-02 -0.2361448884
## 2697 2.4521104673 0.3210655132 0.0539441561 1.208559e-01 0.0021229561
## 2698 4.7376719554 -0.1680536872 0.0643394409 6.083378e-02 -0.0434653630
## 2699 -0.8050702995 -0.9329202888 -0.0401503705 -4.216899e-02 0.2593276359
## 2700 -1.0944283105 -0.3041864908 -0.2007221507 -2.889437e-02 0.4224817608
## 2701 -0.6630187730 -0.0369738555 -0.3048045673 2.451683e-02 0.3165448312
## 2702 0.0384985606 0.2048591978 0.0942147079 4.969281e-02 -0.2535573769
## PC11 PC12 PC13 PC14 PC15
## 1 3.284699e-01 -3.030110e-01 -4.708636e-01 -0.0361378773 2.053376e-01
## 2 2.346029e-01 2.294273e-01 -2.189624e-01 0.0297903684 1.749336e-01
## 3 6.464124e-02 3.462381e-01 -1.611665e-01 0.0477707118 3.568753e-02
## 4 -1.365058e-01 1.141539e-01 1.678504e-03 0.2186482275 1.436110e-01
## 5 -3.746052e-01 1.643050e-02 -4.729855e-01 -0.0586449801 3.394966e-01
## 6 -5.489036e-01 2.419582e-01 -4.611865e-02 0.1110186450 1.981763e-01
## 7 2.236219e-03 1.874195e-01 -1.240102e-01 0.2047952994 5.399778e-02
## 8 6.447478e-02 -3.476171e-01 -2.120750e-02 0.2794986449 -4.940672e-02
## 9 -3.831531e-02 -1.947382e-03 -3.042536e-01 0.4322960055 9.403117e-02
## 10 -2.576990e-01 1.475311e-01 -4.565175e-02 0.5133223638 -1.389176e-01
## 11 -2.089695e-01 4.285364e-02 -3.981624e-01 0.3380523301 -1.528073e-01
## 12 1.187735e-01 -1.757953e-01 8.423745e-02 0.1599185203 -7.429964e-02
## 13 3.100375e-02 -3.918881e-02 1.338179e-01 0.2080426309 1.750425e-02
## 14 -9.811519e-02 4.541533e-02 -1.813266e-01 0.2148435356 -1.041809e-01
## 15 -8.572795e-02 -1.226220e-01 -2.542158e-02 0.1167611483 -4.507640e-01
## 16 3.648251e-02 -1.667611e-01 -9.879752e-02 -0.0041348809 -6.282385e-01
## 17 4.064999e-01 -4.428968e-01 -3.086337e-01 0.0804885658 -4.924717e-01
## 18 4.648969e-01 3.219325e-02 2.089432e-01 0.1991032067 -3.508726e-01
## 19 3.468186e-01 -5.722079e-02 -1.709153e-02 0.1558294900 -3.311996e-02
## 20 -1.523125e-01 -2.548808e-02 -2.555885e-01 0.0911201737 -6.225245e-02
## 21 1.762528e-01 -1.215632e-01 -9.189347e-02 0.2333722767 9.700596e-02
## 22 7.371157e-02 5.698752e-02 -2.778116e-01 -0.0507416686 1.485654e-01
## 23 -1.730082e-01 1.239487e-01 6.370299e-02 -0.1593288584 1.626920e-01
## 24 -2.205875e-01 5.582365e-01 -1.720590e-01 0.2507013733 -2.706857e-01
## 25 3.601309e-01 2.939093e-01 -2.852846e-01 0.1263614769 -1.938393e-01
## 26 3.078046e-01 2.034482e-01 -1.346338e-01 0.0386242064 -2.796590e-01
## 27 1.331757e-01 -2.927271e-01 -2.041075e-01 0.0109329869 -3.453151e-01
## 28 1.145028e-01 -1.424962e-01 -2.144625e-01 0.1222113827 -2.349746e-01
## 29 -3.763608e-02 8.703944e-02 -8.991762e-02 0.3157645979 -1.254282e-01
## 30 -2.519487e-01 -1.786874e-01 -1.568083e-01 0.1444865544 -1.063535e-01
## 31 -2.630410e-01 -4.987963e-02 -3.513677e-01 -0.0002534381 -1.352225e-01
## 32 5.374184e-02 1.224936e-02 -2.573563e-01 -0.1200125270 2.179369e-01
## 33 -1.382166e-01 -3.503954e-02 2.354253e-01 -0.0088628711 2.553962e-01
## 34 -9.776089e-02 1.808408e-01 1.889699e-01 -0.1084748515 5.650206e-02
## 35 -7.890723e-02 6.361137e-02 -3.036811e-01 -0.1301293103 -2.802525e-02
## 36 -2.001229e-01 -2.355816e-01 2.381649e-01 0.1330784942 -2.868421e-01
## 37 -3.332117e-01 2.560253e-01 -9.042647e-02 0.0842382903 -3.374696e-01
## 38 1.453680e-01 -2.006230e-01 1.148372e-01 0.3606132053 -1.339076e-01
## 39 8.480187e-02 -6.771766e-02 1.614438e-01 0.1144574608 1.439110e-02
## 40 -1.405777e-01 -4.732367e-02 -1.162613e-01 -0.0969327531 -5.830926e-02
## 41 -2.263499e-01 -3.145052e-02 -8.923527e-02 -0.0353451512 -1.592882e-01
## 42 7.608170e-02 -1.094487e-01 -1.639398e-01 -0.2187128450 -2.780186e-02
## 43 7.278983e-02 -3.928476e-01 8.224495e-02 -0.2549988031 2.906928e-02
## 44 -5.347637e-01 -2.595544e-01 2.956346e-01 0.3047641834 1.459521e-01
## 45 -1.087831e+00 5.243330e-01 -1.484221e-02 0.1353886624 -1.884591e-02
## 46 -6.363460e-01 -2.705280e-01 2.761530e-01 0.1346330864 -7.993683e-02
## 47 -2.829163e-01 -1.645754e-01 7.393036e-01 0.3385839745 2.993312e-02
## 48 -3.242346e-01 1.341920e-01 1.147026e-01 -0.1004862358 -3.459292e-01
## 49 1.857707e-01 -1.539243e-02 1.859445e-01 -0.3376173385 -3.720533e-01
## 50 3.713557e-01 -2.610311e-01 -1.520340e-01 -0.1754015511 -2.775146e-01
## 51 1.364614e-01 -6.352505e-02 1.174130e-01 0.0774840521 -9.271794e-02
## 52 3.167037e-02 3.092718e-02 1.958379e-01 -0.0959862772 2.580208e-02
## 53 1.061764e-01 2.220706e-01 -8.403131e-02 -0.2337785579 2.189276e-03
## 54 3.309228e-01 -1.714216e-01 1.208007e-01 -0.4000497417 -1.501030e-01
## 55 -2.485237e-01 -4.281597e-01 -6.535111e-01 0.0110657244 2.433338e-01
## 56 -3.366204e-01 -8.690125e-01 -4.542243e-01 0.1210836256 2.273430e-01
## 57 -1.186775e-01 7.683531e-03 3.756697e-01 0.1954357706 1.561187e-01
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## 1718 -5.596961e-02 2.899021e-01 -2.560667e-01 0.0466125591 7.742526e-02
## 1719 -1.180656e-01 1.617358e-01 3.283204e-01 0.1014260947 -1.297199e-01
## 1720 1.285886e-01 3.856277e-02 -9.432600e-03 -0.1888646623 4.189052e-02
## 1721 1.305706e-01 8.103867e-02 -1.370604e-01 -0.1682775725 -3.919232e-02
## 1722 1.645746e-02 2.564832e-01 1.283710e-01 -0.1283121328 -1.238282e-01
## 1723 -3.566174e-02 1.643270e-01 -2.495357e-02 -0.2393971880 -1.206492e-01
## 1724 -1.010373e-01 -1.579729e-01 -6.005936e-02 -0.3005278694 -4.798610e-02
## 1725 -2.685894e-01 -2.889871e-01 6.712298e-02 -0.2620231234 2.071120e-02
## 1726 -8.887779e-02 -6.521838e-02 9.174479e-02 -0.0026400217 -2.026002e-01
## 1727 3.438706e-02 5.521448e-02 3.775909e-02 0.0552293538 -6.663353e-02
## 1728 -1.636576e-01 5.616291e-02 -4.778729e-01 0.0407289250 1.160957e-01
## 1729 -2.421933e-01 1.318274e-01 1.746593e-02 0.2059256857 9.392934e-02
## 1730 6.469165e-02 -3.360079e-01 -2.294907e-01 -0.2886529013 3.422598e-02
## 1731 4.661731e-02 -5.946276e-01 1.639386e-01 -0.0760909706 2.073125e-01
## 1732 3.284471e-02 1.181784e-01 1.507336e-01 0.1104502156 1.124773e-01
## 1733 2.439135e-03 -7.380237e-03 9.747222e-02 -0.0355340268 -6.006489e-03
## 1734 -9.098687e-02 -3.680745e-01 4.404811e-02 -0.0526744904 1.024628e-01
## 1735 -2.846748e-01 -6.551374e-02 -2.790739e-01 -0.1850341446 1.054004e-01
## 1736 -4.050722e-01 -4.053261e-02 2.603226e-01 -0.0267088801 -5.694559e-02
## 1737 -1.339781e-01 -1.265268e-02 7.585845e-02 -0.0690043114 9.601469e-02
## 1738 -1.664753e-01 1.636462e-01 -4.343128e-03 -0.2587235023 1.228418e-01
## 1739 -2.367015e-04 -2.183116e-01 8.953161e-02 -0.3088801487 -1.771032e-01
## 1740 1.590849e-01 -4.737076e-02 1.851802e-01 -0.2766856553 -1.021351e-01
## 1741 1.993916e-01 3.603474e-01 1.453145e-01 -0.2064790658 -3.234665e-02
## 1742 2.583857e-01 4.422670e-02 1.529211e-01 -0.1946552831 9.680447e-02
## 1743 3.111471e-01 -3.951727e-01 1.116074e-01 -0.1793204977 8.951948e-02
## 1744 1.618191e-01 -4.559790e-01 3.470607e-01 -0.2406083545 2.588732e-01
## 1745 -3.276235e-02 5.907409e-02 2.287369e-01 -0.2790053747 2.926020e-01
## 1746 -1.257307e-01 2.669739e-01 8.364120e-02 -0.2881396011 1.719782e-01
## 1747 -1.123452e-01 4.331077e-01 1.214467e-01 -0.3855547768 1.071494e-01
## 1748 2.411168e-01 -2.807850e-01 1.506297e-01 -0.4489926533 -2.601569e-01
## 1749 2.371061e-01 -6.431414e-02 7.662414e-01 -0.2084176609 -1.625698e-01
## 1750 -1.964482e-02 -9.008270e-02 2.701377e-01 -0.5037122436 -3.327717e-02
## 1751 1.638103e-01 -1.805028e-01 -6.649557e-02 -0.7561725755 -1.666189e-01
## 1752 -1.779867e-01 1.553926e-01 2.791974e-01 -0.8097499992 -2.847021e-01
## 1753 -1.671970e-01 -2.920236e-01 3.275995e-01 -0.8711314297 -2.620751e-01
## 1754 -3.900576e-01 4.235095e-01 4.079652e-01 -0.7368850410 -1.505765e-01
## 1755 -8.980903e-01 2.924943e-01 -1.053418e-02 -0.1936270799 2.032181e-01
## 1756 1.654922e-02 -1.866390e-01 1.042623e-01 0.1567389110 -3.244106e-01
## 1757 -1.250960e-02 -1.805261e-01 -1.571626e-01 -0.0461183574 1.623148e-01
## 1758 -2.274385e-02 2.192255e-01 -4.919685e-02 -0.2225310498 1.309537e-01
## 1759 -1.729207e-01 -5.430349e-03 1.794044e-02 -0.0536280261 1.963473e-01
## 1760 -3.277213e-01 -1.289112e-01 1.427277e-01 -0.0290929271 2.220826e-01
## 1761 -2.206735e-01 -3.613145e-01 -1.450953e-01 -0.0181965959 1.248415e-01
## 1762 -2.563392e-01 -1.717328e-01 3.692866e-01 0.1753779536 5.372474e-01
## 1763 -1.971901e-01 1.774240e-01 3.063519e-01 0.2115651617 2.044491e-01
## 1764 1.387520e-02 2.369940e-01 1.368895e-01 0.0626541424 1.091840e-01
## 1765 -5.758899e-02 3.335908e-02 4.103332e-01 0.2115240376 1.457683e-01
## 1766 -2.645537e-01 4.917637e-01 -5.780576e-01 -0.1093914590 2.230062e-02
## 1767 -1.912692e-01 -9.915589e-02 -1.765271e-01 0.1246906512 1.206382e-01
## 1768 -3.992025e-02 -1.970669e-01 -1.091075e-02 0.3537619388 1.315944e-01
## 1769 7.472357e-02 2.377790e-02 -8.029035e-03 0.3721819151 6.603562e-02
## 1770 1.207377e-01 -7.241965e-02 -2.370491e-02 -0.0219540751 1.658970e-01
## 1771 -1.880261e-01 2.211871e-01 9.580810e-02 0.1651205722 -9.492776e-04
## 1772 -3.808949e-01 4.230758e-01 2.163255e-02 0.2624642197 -5.682179e-02
## 1773 -3.213723e-01 -4.392307e-01 -2.883116e-01 0.1705452812 -5.311208e-02
## 1774 -2.620680e-01 -1.468613e-01 2.554947e-01 0.2326365080 3.970701e-02
## 1775 6.239276e-02 2.334959e-01 -9.172592e-02 0.1318252183 1.712067e-01
## 1776 -4.578925e-02 1.109424e-01 -3.469207e-02 0.3407666752 -4.377337e-02
## 1777 -8.753985e-02 -3.745095e-01 -2.020141e-01 0.2626533727 -1.671468e-01
## 1778 -3.013286e-01 2.886681e-01 1.248514e-01 0.0011918421 -4.467952e-02
## 1779 -1.521712e-01 5.445424e-02 -2.460364e-01 -0.0707933824 -1.123303e-01
## 1780 1.266393e-02 -4.254066e-01 2.441959e-01 -0.0280296871 1.494604e-01
## 1781 9.489658e-02 4.944815e-02 -9.502893e-03 -0.0220864712 8.582927e-02
## 1782 1.501025e-01 2.460459e-02 2.800008e-01 0.0702741754 5.205941e-02
## 1783 -4.364648e-03 3.332991e-02 8.726600e-02 -0.0040228524 -3.785901e-02
## 1784 -7.934380e-02 -3.777410e-01 1.995556e-01 0.1179645531 -1.461469e-01
## 1785 7.113182e-03 1.319917e-01 3.378746e-02 -0.0927723974 8.542734e-02
## 1786 7.312387e-02 -1.776249e-01 4.427909e-02 -0.0483022195 1.223977e-01
## 1787 8.742384e-02 -5.085449e-02 -9.279299e-03 0.0422595625 6.801372e-02
## 1788 -1.144724e-01 -2.577342e-01 -2.989007e-01 -0.1678222503 -7.267222e-02
## 1789 -2.625012e-01 1.758113e-01 -8.388344e-03 -0.0352520618 -1.566152e-01
## 1790 -1.303107e-01 -3.938885e-01 -2.670516e-01 -0.4379556073 3.325032e-01
## 1791 -2.439385e-01 -4.196437e-01 3.456829e-01 -0.1418033358 3.705962e-01
## 1792 -4.461801e-01 2.096820e-01 2.032959e-01 -0.2622805425 3.179393e-01
## 1793 3.034470e-02 3.979432e-02 -2.955706e-02 -0.4056942707 8.565848e-02
## 1794 2.613624e-02 -1.236383e-01 6.198875e-02 -0.3150978159 2.809833e-02
## 1795 -1.678745e-01 -3.231174e-01 -2.202739e-02 -0.2267167971 -3.690462e-02
## 1796 -6.147219e-02 6.491320e-02 -6.224600e-02 -0.4757032900 -7.581698e-02
## 1797 1.675012e-01 2.327792e-01 1.024195e-01 -0.3557704425 -7.701201e-02
## 1798 4.428720e-01 -1.036827e-01 5.968909e-01 -0.1469115504 2.250859e-02
## 1799 1.420110e-01 -1.644504e-01 3.823802e-01 -0.1885121819 3.627343e-01
## 1800 -1.581942e-01 -3.823485e-01 1.545098e-01 -0.3405863865 2.611626e-01
## 1801 2.102936e-01 -2.827202e-01 6.732830e-02 -0.6974954274 -1.042416e-01
## 1802 1.092373e-01 -5.016218e-02 5.821315e-01 -0.7073487083 -1.659602e-01
## 1803 1.593133e-01 -4.674779e-01 3.726247e-01 -0.8947183582 -2.387522e-01
## 1804 3.014268e-01 6.314809e-02 2.802835e-01 -0.6445538552 -1.013683e-01
## 1805 -8.367567e-01 2.448046e-01 4.948230e-02 -0.3849891609 4.237565e-01
## 1806 4.995107e-01 1.945637e-02 -8.279133e-02 0.1399718931 9.686182e-02
## 1807 7.603288e-02 -5.876227e-03 -1.434442e-01 -0.1805510625 1.604618e-01
## 1808 4.756610e-02 1.234408e-01 2.878612e-02 -0.0406844949 8.276316e-02
## 1809 -3.939290e-02 -4.050196e-02 -2.148233e-01 0.1075794027 7.060070e-02
## 1810 -1.338639e-01 -1.549764e-02 5.056138e-02 0.2032722772 4.527325e-02
## 1811 -2.037190e-01 1.211499e-01 -1.775493e-01 -0.0303691640 -5.380805e-02
## 1812 2.002189e-01 -7.769744e-02 1.011569e-01 0.0397643646 1.061965e-01
## 1813 -2.019009e-02 -2.898580e-01 -2.671247e-02 0.0897991123 2.117072e-01
## 1814 -1.909633e-01 3.129007e-01 -2.640488e-03 0.1407686343 9.485808e-02
## 1815 -2.555152e-01 2.022632e-01 -3.394896e-01 0.1421771144 -1.724259e-02
## 1816 -1.470331e-01 1.224644e-01 1.556655e-01 0.3629108971 -1.532240e-02
## 1817 -6.833075e-02 1.600329e-01 -2.140238e-01 0.2667780133 -2.665467e-01
## 1818 2.510359e-03 2.209482e-02 1.932957e-01 0.2703310776 -3.116560e-01
## 1819 -1.607517e-01 -1.024476e-01 1.230047e-01 0.1231937757 -2.144684e-01
## 1820 -1.160899e-01 3.629936e-01 2.779275e-01 0.1864414650 -1.023874e-01
## 1821 1.498145e-01 6.464268e-02 6.682015e-03 0.0477710219 2.275428e-02
## 1822 2.318916e-01 1.179578e-01 1.044359e-01 0.2455624956 1.074831e-01
## 1823 -1.319014e-01 -2.795747e-02 -7.439537e-04 0.1237458525 1.823044e-01
## 1824 -2.623523e-01 -4.021748e-02 1.086556e-01 0.0962919329 -5.136117e-02
## 1825 -1.962385e-01 2.277365e-02 -6.167553e-02 -0.0362806530 -1.586796e-01
## 1826 2.838804e-02 -1.947520e-01 -3.773320e-02 -0.0457544726 -1.396794e-01
## 1827 9.846712e-02 8.245442e-02 8.668803e-02 0.2778952479 -1.573970e-01
## 1828 3.004154e-02 8.706683e-02 9.604740e-02 0.1777573603 -1.285861e-02
## 1829 -1.522642e-02 3.000731e-02 -1.386708e-02 0.1636765917 1.884708e-01
## 1830 -1.488633e-01 -1.552890e-02 1.027942e-01 0.0035722591 2.415178e-01
## 1831 -2.213438e-01 -2.353806e-01 -2.888336e-02 0.1867501567 3.955612e-02
## 1832 -2.878302e-01 5.911692e-02 1.716684e-01 0.3944741504 -1.001945e-01
## 1833 -8.009302e-02 -2.108699e-02 9.601551e-02 -0.1107558720 -8.109705e-02
## 1834 7.783820e-02 1.774371e-01 2.844950e-01 -0.1069749047 -7.010927e-02
## 1835 1.731105e-01 5.694036e-02 -1.224274e-01 -0.1064623265 -1.379936e-01
## 1836 -5.908771e-02 6.227718e-02 6.778999e-02 0.0939521722 -1.400297e-01
## 1837 5.761089e-02 -9.786208e-02 -2.407411e-02 0.0204678048 1.600226e-01
## 1838 1.143609e-01 -4.262724e-02 -2.739698e-02 -0.0542102772 1.150891e-01
## 1839 1.998425e-01 3.495151e-01 3.063791e-01 -0.0728498074 3.489966e-03
## 1840 1.762383e-01 -3.400561e-02 -8.588402e-02 -0.1168599266 2.321698e-02
## 1841 -5.452651e-02 -2.462890e-01 1.004574e-01 0.2137107832 -1.626439e-01
## 1842 -3.610362e-02 -1.825715e-02 -4.082782e-01 -0.0266422525 -8.281926e-03
## 1843 9.154546e-02 1.121778e-01 1.742142e-01 0.0269851118 1.472769e-01
## 1844 -7.682826e-02 -2.071350e-01 -2.558878e-01 -0.5182887292 1.768933e-01
## 1845 -2.678394e-03 -1.274733e-01 1.320084e-01 -0.3883665728 2.470331e-01
## 1846 1.140967e-01 -1.361383e-01 4.874043e-01 -0.2401960049 1.860170e-01
## 1847 1.515709e-01 2.714112e-02 1.473124e-01 -0.3268175010 8.656575e-03
## 1848 2.021928e-01 4.456104e-01 -1.199236e-01 -0.5173624002 -4.555076e-02
## 1849 1.068921e-02 -3.723684e-01 -1.114952e-01 -0.2386261715 1.466603e-01
## 1850 6.950463e-02 -1.595182e-01 3.913860e-01 0.1982758916 3.317329e-02
## 1851 1.477588e-01 1.479434e-01 1.594927e-01 0.2212986393 -8.856195e-02
## 1852 -1.693357e-03 -3.053506e-02 2.696750e-01 0.1223511156 8.680504e-02
## 1853 -1.506293e-01 -4.752831e-01 -1.650099e-01 -0.1757315061 -1.125939e-01
## 1854 2.753621e-01 1.112694e-01 2.623409e-01 -0.4764969777 7.953516e-02
## 1855 -2.609671e-01 4.279063e-02 5.081698e-01 -0.8364325444 -1.969778e-01
## 1856 -2.586245e-01 -1.897146e-01 2.401668e-01 -0.7553363829 -2.490459e-01
## 1857 7.755420e-01 -2.452466e-01 2.346883e-01 -0.4467201791 -1.749202e-01
## 1858 1.431383e+00 5.721444e-01 -7.994863e-02 -0.2033799112 1.381963e-01
## 1859 9.476567e-01 7.596660e-02 8.651041e-03 0.0848659341 1.682197e-01
## 1860 -1.503575e-01 6.965529e-02 2.029958e-01 -0.1052989170 1.875015e-01
## 1861 -9.193061e-02 1.245059e-01 6.544833e-02 0.0017667484 2.622086e-01
## 1862 -2.326770e-01 -7.186726e-02 1.635507e-01 -0.0057522169 3.061140e-01
## 1863 -3.015784e-01 1.299992e-01 1.123412e-01 -0.0518966549 1.483076e-01
## 1864 -1.634703e-01 1.942713e-01 -1.263057e-01 -0.1558397990 8.081343e-02
## 1865 1.482642e-01 -2.570229e-01 -3.598560e-01 -0.0090867133 2.076220e-01
## 1866 1.124976e-02 -4.444721e-01 -3.835809e-02 0.1860481364 3.532567e-01
## 1867 -2.762415e-01 2.379440e-02 2.338669e-01 0.1826791138 2.780723e-01
## 1868 -5.657433e-02 3.157823e-01 1.536269e-02 0.0624403810 -7.253093e-02
## 1869 2.868340e-01 -2.629751e-02 -1.519652e-01 0.0313385240 -2.106256e-02
## 1870 -5.704040e-02 4.342997e-01 1.991895e-01 0.2437658460 -8.244882e-02
## 1871 2.985042e-03 2.739802e-01 1.970965e-01 0.1345476301 -1.202292e-01
## 1872 1.874441e-01 1.080046e-01 2.267233e-02 -0.0358661071 1.046414e-02
## 1873 1.080232e-01 -2.697025e-01 2.947108e-01 0.3032915979 3.092103e-01
## 1874 2.393171e-02 3.831767e-01 -4.464831e-01 -0.1218069869 2.129259e-01
## 1875 -9.328151e-03 2.987935e-01 -3.164881e-01 -0.1511869352 1.574412e-01
## 1876 1.613056e-02 -2.062553e-01 5.325566e-02 0.0569148771 1.229882e-01
## 1877 -7.909857e-03 -1.818911e-01 1.038407e-01 0.3604673820 1.479262e-01
## 1878 -7.094409e-02 5.993480e-02 -2.409636e-02 0.2417948762 8.445481e-02
## 1879 -5.818410e-02 6.893188e-02 3.103787e-02 0.2182561015 -1.429746e-01
## 1880 -1.671741e-03 -9.862991e-02 1.903444e-02 0.0753315736 -1.994400e-01
## 1881 -6.277668e-02 -1.875686e-01 8.163421e-02 0.1368899014 -1.533796e-01
## 1882 4.002250e-02 1.747489e-01 1.253711e-01 -0.0146741724 -8.987262e-02
## 1883 2.263184e-01 1.338218e-01 -4.296546e-02 -0.0206768919 -1.705390e-02
## 1884 3.202399e-01 -4.658381e-02 9.230585e-02 -0.0301560641 2.415417e-01
## 1885 2.994146e-02 1.002017e-01 4.937567e-03 -0.0828443552 2.908527e-03
## 1886 4.168860e-01 -1.405427e-01 3.618656e-02 0.1153017159 1.159950e-01
## 1887 3.175642e-01 1.245154e-01 -9.961686e-02 -0.2136894946 1.190756e-01
## 1888 -5.498498e-02 -1.259428e-01 3.276503e-01 -0.1853691690 3.114759e-01
## 1889 5.034683e-02 -1.427605e-01 8.177114e-02 -0.2641573925 1.131447e-01
## 1890 2.092347e-02 2.750794e-01 -3.960653e-02 -0.1265928358 5.846747e-02
## 1891 5.323426e-02 5.556662e-02 8.909637e-02 0.0104256219 4.784878e-02
## 1892 1.071110e-01 -2.467480e-01 -9.748616e-02 0.1042608170 9.277347e-02
## 1893 1.432623e-01 2.008468e-02 1.410017e-01 0.0300678157 1.357219e-01
## 1894 2.581145e-02 6.215853e-02 -1.127773e-01 -0.0855441517 1.953440e-01
## 1895 -1.096387e-01 -1.189442e-01 -2.074656e-02 -0.0663587451 1.159317e-01
## 1896 -5.759592e-02 -4.820063e-02 -1.809866e-02 -0.0644150050 1.533815e-01
## 1897 9.060919e-02 3.679042e-02 -1.071253e-01 -0.0524658348 7.131101e-02
## 1898 -1.148935e-01 -2.920583e-01 1.219559e-01 0.0347352750 4.081255e-01
## 1899 -8.717434e-02 2.872395e-03 1.803935e-01 -0.0181001768 2.844592e-01
## 1900 1.072936e-01 3.197800e-02 -1.220729e-01 -0.0312476699 1.168353e-01
## 1901 1.466445e-01 1.467444e-01 -3.636639e-01 -0.1970397619 2.647038e-01
## 1902 9.369694e-02 -5.688738e-02 2.387727e-01 -0.3568833588 1.621400e-01
## 1903 -1.481671e-01 -3.753281e-02 -1.316868e-02 -0.4629137767 7.226940e-03
## 1904 -3.498642e-01 -1.702270e-01 1.141332e-01 0.1030839011 2.099246e-01
## 1905 -6.547548e-01 -1.963456e-01 -2.917032e-01 -0.0305497548 -2.309133e-01
## 1906 -3.720031e-01 -1.667771e-01 2.514596e-01 -0.1191190678 -2.891988e-01
## 1907 -1.147668e-01 1.021920e-01 1.649517e-01 -0.3789548722 -2.450475e-01
## 1908 -9.545294e-02 1.184535e-03 2.994200e-01 -0.6189081192 -5.625220e-01
## 1909 -2.007826e-01 1.183343e-01 2.157380e-01 -0.5423866449 -5.114237e-01
## 1910 2.869203e-02 -2.003756e-01 2.141561e-01 -0.4146748510 -3.251293e-01
## 1911 3.951134e-01 2.568271e-01 -2.613972e-01 -0.3011845705 -3.296184e-01
## 1912 -4.357988e-02 4.495141e-01 -1.124399e-01 0.0347462954 -1.089708e-01
## 1913 2.102886e-01 -2.057073e-01 -4.311094e-01 -0.2913834852 -1.234359e-01
## 1914 -5.750698e-02 -2.859866e-01 2.627079e-01 -0.0575417844 1.408497e-01
## 1915 -2.119532e-02 3.156568e-01 2.355124e-01 0.0739787223 1.061990e-01
## 1916 1.042988e-01 2.423472e-01 -1.661334e-01 0.0005702607 -5.993638e-02
## 1917 8.576252e-02 5.571026e-02 -3.923390e-01 -0.0360724277 -1.199165e-01
## 1918 5.360991e-03 -9.960394e-02 -7.211406e-02 0.1860987955 2.317576e-03
## 1919 -1.252749e-01 2.403227e-01 -6.795976e-02 0.0476588134 2.411360e-01
## 1920 -2.998133e-02 -2.320576e-01 1.500187e-01 0.1890347679 -1.912505e-01
## 1921 -3.062125e-02 1.161646e-01 6.784808e-02 -0.0163843815 -1.043463e-01
## 1922 -5.031850e-02 1.250552e-01 -2.583265e-01 -0.0762443767 -1.915366e-02
## 1923 -4.411863e-02 3.529196e-01 2.648546e-01 0.2251582745 1.082623e-01
## 1924 -6.292003e-02 -1.983991e-01 -5.929708e-01 -0.0980661729 5.644475e-02
## 1925 1.159575e-02 1.368046e-01 1.429126e-01 0.2447957848 1.054447e-01
## 1926 -5.720952e-02 5.955080e-02 -2.297355e-02 0.3622723146 4.778033e-02
## 1927 2.436896e-04 -1.086531e-01 -2.916522e-02 0.1779422040 -1.142718e-01
## 1928 1.895296e-01 1.570136e-01 2.296536e-02 0.0847581024 -2.339273e-03
## 1929 2.032921e-01 9.335033e-02 2.023982e-01 0.0895746882 1.471182e-01
## 1930 5.347975e-02 -7.101001e-02 2.132620e-02 -0.0306207470 1.402952e-01
## 1931 -9.688686e-02 1.903889e-01 -1.344743e-01 0.0285262046 2.177997e-01
## 1932 -1.995247e-01 -3.859455e-02 1.056905e-01 0.0978054900 2.850993e-01
## 1933 -1.315865e-01 -6.567342e-02 4.144820e-02 0.1669908468 3.022291e-01
## 1934 -8.392811e-02 1.051941e-01 -3.684409e-02 0.0341289378 -7.118659e-02
## 1935 -2.436852e-01 -4.239959e-02 -5.056118e-02 0.0136203454 2.907661e-01
## 1936 -2.760570e-01 6.370459e-02 8.989333e-03 0.1270892982 3.925093e-01
## 1937 -3.469259e-02 1.143117e-02 -8.235869e-02 0.0109923322 2.599375e-01
## 1938 2.667104e-02 8.486659e-02 3.828125e-01 0.0558772821 6.168622e-02
## 1939 -1.080486e-01 -4.561378e-02 5.078818e-02 -0.0585545786 -1.044522e-02
## 1940 -7.019444e-02 -5.822732e-02 -9.472141e-02 -0.0683714368 6.511794e-02
## 1941 -1.235524e-01 9.248632e-02 2.790741e-01 0.0228967290 1.292587e-01
## 1942 -2.025284e-01 1.579809e-02 3.834071e-02 0.0028822015 2.469548e-01
## 1943 -1.485170e-01 -2.414055e-01 1.864985e-01 -0.0076564086 2.587111e-01
## 1944 5.323960e-02 8.321588e-02 -2.220247e-02 -0.0593984018 2.558834e-01
## 1945 1.110832e-01 8.955051e-02 2.339165e-01 -0.1429410276 1.803151e-01
## 1946 -1.552269e-01 -2.219974e-02 -6.241296e-02 -0.0750593107 2.236184e-01
## 1947 -8.257231e-02 -1.508551e-02 1.078229e-01 0.1289869437 2.065160e-01
## 1948 4.609747e-02 -2.317603e-01 -5.042224e-02 -0.4791677848 1.511740e-01
## 1949 2.164279e-02 -2.176492e-01 -2.176988e-01 -0.3832485604 -1.804110e-02
## 1950 3.457751e-02 -3.158368e-01 2.157979e-01 -0.2581585717 -2.814724e-02
## 1951 1.554670e-02 -9.337643e-03 1.222620e-01 -0.2843723719 1.482957e-01
## 1952 4.183342e-01 4.441131e-01 2.029854e-01 -0.0059681129 -1.062312e-01
## 1953 5.121197e-01 1.051792e-01 2.907499e-01 0.1872920908 -1.962991e-01
## 1954 -3.474797e-01 -1.842053e-01 2.106683e-01 -0.0398755188 -7.093671e-01
## 1955 -2.517196e-01 6.127903e-02 1.866551e-01 -0.3408419976 -2.988531e-01
## 1956 -1.513808e+00 3.680893e-01 1.544388e-01 -0.6142399107 1.009298e-01
## 1957 -2.101663e+00 1.028645e-01 1.903643e-01 -0.1560919315 5.267654e-01
## 1958 -1.694323e+00 -5.706146e-01 -6.470973e-01 0.0960391842 4.207183e-01
## 1959 -6.982604e-01 -1.653556e-01 -4.767510e-01 0.2628482485 -1.429074e-02
## 1960 -1.454058e-02 3.546317e-01 1.488063e-01 0.2603088650 -9.951171e-02
## 1961 -1.591057e-01 3.022750e-01 3.393141e-01 0.1328527995 -3.668571e-01
## 1962 2.499856e-01 -5.221912e-02 -4.557887e-01 -0.2835996112 -2.155426e-01
## 1963 2.891244e-02 -7.563335e-01 -7.382603e-01 -0.4528335395 3.257892e-01
## 1964 -1.911604e-01 -4.394731e-02 3.523685e-01 -0.0843588635 1.545493e-01
## 1965 -1.105592e-01 2.035488e-01 7.321067e-02 -0.2649362280 1.134673e-01
## 1966 -1.349480e-01 8.864509e-02 -1.783774e-01 -0.2461050317 1.947469e-01
## 1967 -1.847681e-01 -1.798512e-01 2.073001e-01 0.0241123070 2.093184e-01
## 1968 -2.109481e-01 4.592550e-02 -1.706517e-01 -0.1540493303 2.849909e-02
## 1969 -1.050073e-02 -1.001712e-01 -6.915229e-02 -0.1678919648 -4.738044e-02
## 1970 -1.099004e-01 3.585598e-01 -6.827504e-02 0.0323066082 3.731942e-01
## 1971 -1.129025e-01 -1.967835e-02 3.754955e-02 0.2665036192 1.082172e-01
## 1972 6.355157e-02 -2.306449e-01 4.858155e-01 0.4219450924 -3.929914e-02
## 1973 8.685357e-02 -1.107977e-01 1.135501e-01 0.1469183792 -7.420915e-02
## 1974 1.366419e-02 -1.204634e-01 6.932398e-02 -0.0448434277 5.633610e-02
## 1975 -1.023200e-01 5.730415e-01 -3.758222e-01 -0.0932392913 4.048820e-02
## 1976 -9.274483e-02 6.271019e-02 -5.468905e-02 0.1084038584 1.700701e-01
## 1977 -7.328662e-02 -7.986482e-02 2.399270e-01 0.2767695340 1.653620e-01
## 1978 6.734057e-02 2.737654e-01 -2.722446e-01 -0.0166319231 1.187520e-01
## 1979 -6.090281e-02 5.405659e-02 -2.203415e-01 0.0595186305 1.224926e-01
## 1980 3.909925e-02 1.303653e-01 -7.588347e-02 0.2199849750 2.990451e-02
## 1981 -3.296674e-02 -1.100170e-01 2.754317e-01 0.1256246424 2.567105e-01
## 1982 1.827893e-03 -2.329810e-02 -5.290108e-02 -0.0026533772 1.869556e-01
## 1983 6.263516e-02 -1.352729e-01 -3.424334e-01 0.0600013658 2.670209e-01
## 1984 -1.151988e-01 -2.338566e-02 1.733385e-01 0.3449126292 1.470276e-01
## 1985 -6.935942e-02 -4.486518e-02 -1.475960e-01 0.3800237787 -1.208364e-01
## 1986 9.819852e-02 -1.139216e-01 -4.473132e-02 0.2909194822 -6.348973e-02
## 1987 2.241151e-01 -1.450166e-01 -5.225125e-02 -0.0758002082 2.097635e-01
## 1988 5.227102e-02 -9.750466e-02 7.564601e-02 -0.1031849708 2.662339e-01
## 1989 7.070721e-02 3.386931e-01 8.614377e-02 0.4220806791 1.154511e-02
## 1990 -1.080582e-01 5.793725e-03 -4.659185e-02 0.2859690221 2.224994e-02
## 1991 -2.553157e-01 -1.109407e-01 1.717821e-01 0.2505314879 2.196681e-02
## 1992 -1.586272e-01 8.906568e-02 -5.739638e-02 -0.0586377119 -2.531859e-01
## 1993 2.515405e-03 3.616308e-02 -1.266739e-01 -0.2047644972 -1.853325e-01
## 1994 7.328189e-02 -7.681623e-02 2.898300e-01 0.0189081241 -2.019400e-01
## 1995 1.979202e-01 -1.940337e-01 1.373591e-01 -0.1668276193 -1.694767e-01
## 1996 2.457733e-01 1.136041e-01 3.097916e-02 -0.1469557346 -7.107733e-02
## 1997 8.419982e-02 6.890366e-03 1.634817e-01 -0.0310781289 -2.933507e-02
## 1998 -8.348427e-02 -1.619343e-01 -1.004320e-01 -0.0224823847 1.749950e-01
## 1999 -1.087360e-01 -2.979824e-01 1.326811e-01 -0.0327609246 2.725181e-01
## 2000 2.926130e-02 -1.373406e-01 -1.932024e-02 -0.0662630514 2.620974e-01
## 2001 1.123713e-01 2.390385e-01 -1.043145e-01 -0.5001109362 1.341821e-01
## 2002 8.974562e-02 3.551372e-02 1.714924e-01 -0.4759425918 1.315004e-01
## 2003 5.193475e-02 1.061436e-01 -2.823884e-02 -0.6170968377 5.182031e-02
## 2004 -2.571905e-01 2.333384e-01 2.046512e-01 -0.2475591184 -1.022933e-01
## 2005 -2.154550e-01 -5.263173e-01 2.017284e-01 -0.6745658163 1.946052e-01
## 2006 4.785241e-01 2.270575e-01 4.403721e-01 -0.3829131244 -5.294220e-02
## 2007 7.541102e-01 6.053213e-01 -1.568709e-01 -0.1563761782 3.441629e-01
## 2008 4.414955e-01 3.100137e-01 -2.725982e-01 0.0010908244 4.491557e-01
## 2009 2.675600e-02 -7.052346e-01 -2.916242e-01 -0.3573653903 5.169481e-01
## 2010 -6.239272e-02 6.359993e-01 -6.931825e-01 -0.6165880355 3.478540e-01
## 2011 1.210745e-01 7.089836e-01 -6.550065e-01 -0.5232279602 2.727013e-01
## 2012 1.842755e-01 -5.845218e-01 7.177904e-01 0.0548430086 3.337500e-01
## 2013 6.011212e-02 -1.086261e-01 1.458475e-01 -0.2343272413 1.490370e-01
## 2014 1.037738e-01 -9.164843e-02 1.057833e-02 -0.3584802459 3.000282e-01
## 2015 1.550413e-03 2.608742e-01 -9.202770e-03 -0.0952466494 8.901190e-02
## 2016 3.061373e-02 -1.715574e-02 -1.664067e-01 -0.1236618517 -1.459138e-01
## 2017 4.823282e-03 1.322335e-01 -5.838935e-02 -0.1327751271 5.507408e-02
## 2018 -2.483747e-02 -1.706651e-01 -2.099158e-02 0.3103049741 -1.300440e-01
## 2019 1.047002e-03 2.404676e-02 2.756709e-01 0.2093530495 -5.657911e-02
## 2020 -1.280612e-01 3.261673e-01 -9.302392e-02 0.0654170894 1.404156e-01
## 2021 -3.474435e-01 -5.859042e-02 -1.280673e-02 0.1118923472 8.818485e-02
## 2022 -1.553100e-01 2.141868e-01 1.795061e-01 0.1906001580 -1.889444e-02
## 2023 9.970819e-02 3.469209e-01 4.459765e-02 0.0417929696 6.611050e-02
## 2024 8.860724e-02 3.083861e-02 -2.525708e-02 0.1500713996 1.898652e-02
## 2025 1.843274e-02 -1.656282e-01 -1.187492e-02 0.2152573907 3.136312e-02
## 2026 -1.362986e-01 1.093138e-01 5.608648e-02 0.0258203469 1.065740e-01
## 2027 -1.506650e-01 -1.242394e-01 -7.712214e-03 0.0122541510 9.430236e-02
## 2028 -2.761478e-01 1.066730e-01 -1.327244e-01 -0.0003777519 1.011015e-01
## 2029 8.583174e-02 -1.194334e-01 1.080503e-01 0.1745112817 -1.027862e-02
## 2030 -2.066025e-01 7.333459e-02 3.166572e-02 0.1063560558 7.310853e-02
## 2031 -3.622825e-01 -7.329864e-02 1.978023e-01 -0.0763140468 6.340587e-02
## 2032 -3.056353e-01 2.452444e-01 -2.669701e-01 -0.2401411259 -5.012608e-02
## 2033 -1.976050e-01 -7.030814e-02 1.394532e-01 -0.1138418616 -1.985050e-02
## 2034 -2.460437e-02 -2.999842e-02 -1.112164e-01 0.1765550094 -1.054932e-01
## 2035 -1.905696e-01 -1.182073e-01 1.078051e-02 0.4434342838 -6.637913e-02
## 2036 -2.342901e-02 -8.755079e-02 -4.493763e-02 0.4286283380 -1.297340e-01
## 2037 1.328118e-01 -5.472273e-02 2.281788e-02 0.3128570510 -8.851225e-02
## 2038 8.399069e-02 1.519413e-02 -4.461921e-02 0.0353667199 2.308681e-02
## 2039 -3.760099e-01 -9.202404e-02 1.112865e-01 -0.1569669935 4.853220e-02
## 2040 -1.938625e-01 -3.968370e-02 1.772679e-01 0.0555319150 -9.281764e-02
## 2041 -3.988550e-02 -7.777928e-03 -1.193618e-01 0.1637556046 -1.142364e-01
## 2042 -5.423817e-02 -1.141970e-01 9.850889e-02 -0.1270325666 1.929357e-01
## 2043 -6.576390e-02 5.546083e-02 3.475804e-02 -0.1716969793 2.474172e-01
## 2044 -9.023480e-02 -2.293853e-01 1.114365e-01 -0.1165911478 1.775034e-01
## 2045 -1.682295e-01 -7.564481e-02 -3.402026e-03 -0.1894298728 1.038857e-01
## 2046 5.690202e-02 3.652857e-02 2.736235e-01 -0.0930526192 4.564811e-01
## 2047 3.446882e-02 3.581440e-01 4.230425e-01 -0.2849366577 4.369979e-01
## 2048 -2.078700e-02 -2.071344e-01 3.668907e-01 -0.3389429911 4.869921e-01
## 2049 -2.072073e-01 5.576842e-02 2.948172e-02 -0.2944545132 2.826623e-01
## 2050 -1.812016e-01 2.581426e-01 5.823657e-03 -0.3271466010 2.244891e-01
## 2051 -2.017509e-01 -8.752003e-02 1.569463e-01 -0.3969306942 -8.423402e-02
## 2052 -4.243750e-02 4.198365e-01 5.717019e-01 -0.4193346897 5.011789e-01
## 2053 -7.079032e-01 -9.491022e-02 -5.366040e-01 -0.6369774738 5.738970e-01
## 2054 -7.950435e-01 -5.731330e-01 -5.303354e-02 -0.3520903566 4.241555e-01
## 2055 -1.220385e-01 -5.041180e-01 -8.413957e-02 -0.3431543880 3.155120e-01
## 2056 1.025401e+00 4.310497e-01 3.548513e-01 -0.4674379105 1.767625e-01
## 2057 8.573464e-01 2.338754e-01 2.487141e-01 -0.3082947119 1.418501e-01
## 2058 3.798856e-01 4.033271e-01 7.074844e-02 0.0696187935 1.116697e-01
## 2059 7.976864e-02 -4.309078e-02 -2.028535e-01 0.1727521456 1.058182e-01
## 2060 -3.867798e-01 4.241034e-01 1.978905e-01 -0.2849546992 3.824581e-01
## 2061 -4.387092e-01 3.536042e-01 -7.379830e-01 -0.3964445083 3.192669e-01
## 2062 -7.698973e-02 -3.477949e-01 7.840578e-01 0.1065463482 1.089482e-01
## 2063 8.430332e-02 -6.208019e-01 2.292371e-01 -0.2075032118 1.189162e-01
## 2064 5.358345e-02 1.780963e-01 1.315745e-01 -0.1047595352 -1.162831e-01
## 2065 -2.990154e-02 3.422045e-02 -1.724052e-01 0.0481359185 -1.999458e-01
## 2066 -9.060980e-03 2.225941e-01 -4.879055e-02 -0.1360391528 -1.310582e-01
## 2067 7.065917e-02 -7.935107e-02 -1.203635e-01 -0.0841000693 2.965671e-02
## 2068 1.732232e-01 3.742013e-01 5.792369e-02 0.1865701142 -4.883440e-02
## 2069 1.814495e-01 1.873326e-01 -5.244836e-01 0.0553343607 1.410912e-01
## 2070 -8.085005e-02 6.380921e-03 7.661416e-02 0.0733798381 5.910876e-02
## 2071 -3.460776e-02 1.584262e-01 6.650157e-02 0.0994870075 -1.825897e-01
## 2072 -3.892591e-02 4.087465e-02 1.075564e-01 0.1386352224 -1.572747e-01
## 2073 -1.654412e-02 1.656201e-01 -9.668884e-02 0.1297453753 -2.075795e-01
## 2074 -1.961559e-01 6.903318e-02 -9.812680e-03 0.0557823914 -1.488182e-01
## 2075 -1.414132e-01 -6.349972e-02 6.726586e-02 0.1120670549 -1.734339e-01
## 2076 1.424143e-01 -1.082540e-01 3.018755e-01 0.1161551792 -4.376142e-02
## 2077 -5.023251e-02 5.131962e-03 1.530168e-01 0.0441784166 1.746997e-01
## 2078 1.313100e-01 3.040347e-03 1.358962e-01 -0.0812159333 5.200939e-03
## 2079 1.374165e-01 -5.684299e-02 3.395970e-01 -0.2548017558 -1.532637e-02
## 2080 1.055195e-01 -6.057938e-02 -7.647826e-02 0.1207003636 -1.928437e-01
## 2081 1.398610e-01 -3.869782e-02 1.369923e-01 0.1575342805 3.549984e-02
## 2082 1.957079e-01 1.316814e-01 -9.489201e-03 0.1704788825 1.678571e-01
## 2083 -1.191134e-02 4.823522e-02 9.995285e-02 0.1026640451 5.871582e-02
## 2084 -1.296861e-01 -2.190048e-01 2.551121e-02 0.0773596354 -2.095967e-01
## 2085 2.480222e-02 -8.102286e-02 1.406124e-01 0.1036201205 -2.435773e-01
## 2086 -2.234498e-03 -3.355232e-03 3.909308e-02 -0.0206579691 -2.428521e-01
## 2087 8.132672e-02 -3.972793e-02 1.063216e-01 -0.0666488657 -8.692731e-02
## 2088 -1.317069e-02 1.968228e-01 4.068913e-02 0.0407650432 1.113584e-01
## 2089 1.990786e-02 -8.017388e-02 -2.035125e-01 0.1295781633 -5.833673e-02
## 2090 -1.824143e-01 -2.340323e-01 2.092476e-02 0.0941490172 -1.269724e-01
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## 2638 -2.662266e-01 -1.337091e-01 2.428552e-01 -0.3274667634 -1.292683e-01
## 2639 -1.686782e-01 1.883330e-02 3.759792e-02 -0.2203314688 -1.081838e-01
## 2640 1.835104e-01 5.433211e-02 2.411187e-02 0.1972164813 -1.116834e-02
## 2641 2.348775e-01 -7.055944e-02 1.862100e-01 0.2007232790 -2.217707e-03
## 2642 2.920405e-01 -1.540855e-01 -1.249252e-01 0.1120594740 8.190574e-02
## 2643 1.290760e-01 2.204414e-01 -2.247210e-01 0.0450067379 9.520465e-02
## 2644 -3.796681e-02 1.997158e-01 1.239379e-01 0.2216714608 1.577004e-01
## 2645 -1.111525e-01 -2.400314e-01 -2.039414e-01 0.1739420037 1.877542e-01
## 2646 -1.725752e-02 4.569356e-02 -3.121025e-01 0.0992417696 2.190578e-01
## 2647 8.867897e-02 -7.726821e-02 8.628196e-02 0.1103236777 1.016562e-01
## 2648 1.976758e-01 2.091082e-01 5.566467e-01 0.6101356411 2.542627e-01
## 2649 1.652125e-01 7.023459e-01 -1.731476e+00 0.2268458730 2.214184e-01
## 2650 9.441692e-02 -5.692436e-02 -3.054985e-01 0.6141186362 2.004223e-01
## 2651 -1.869926e-01 -1.230159e-02 1.073484e-01 0.6315428422 2.730730e-02
## 2652 -2.308978e-01 -1.256970e-01 -1.883714e-01 0.4171468887 -1.097998e-01
## 2653 1.190470e-01 -4.572055e-01 -1.397233e-01 0.3228066610 1.029308e-01
## 2654 4.419384e-01 -4.848894e-02 1.226241e-02 0.2835412454 -8.205774e-02
## 2655 5.514404e-01 3.903050e-01 -5.167043e-02 0.1501302840 9.520136e-02
## 2656 -8.506748e-03 1.079693e-01 -2.143162e-01 0.3696267176 1.385761e-02
## 2657 -1.567879e-01 -7.889799e-02 5.608817e-02 0.3497763829 3.200600e-02
## 2658 -1.023715e-01 -1.026828e-02 -2.056663e-01 0.3424567391 9.242450e-02
## 2659 1.405846e-01 3.992718e-02 -3.125040e-01 -0.3816561057 3.377249e-01
## 2660 3.534743e-02 -5.080820e-01 4.403742e-01 -0.1017765628 2.153473e-01
## 2661 -8.486872e-03 -2.726954e-01 3.450093e-01 -0.0723529316 -1.221405e-01
## 2662 -1.938331e-01 5.319977e-02 -6.012112e-02 0.0179886026 -2.488775e-01
## 2663 6.709870e-02 -2.630166e-01 -7.249229e-02 -0.1472306080 -1.133641e-01
## 2664 2.231343e-01 9.179042e-02 9.715986e-02 -0.6014654916 7.840020e-02
## 2665 3.641787e-03 -8.335967e-02 -9.540524e-02 0.2071081166 -1.007003e-01
## 2666 -9.197431e-02 9.871747e-02 1.356218e-01 0.1616555643 -2.509216e-01
## 2667 -1.903853e-02 -2.093806e-01 -1.846698e-01 0.0144217513 -2.017582e-01
## 2668 5.569371e-02 2.823044e-01 9.612118e-03 -0.2511416804 1.193623e-01
## 2669 -4.831623e-02 -9.096610e-02 6.770383e-02 -0.2732951114 3.149681e-02
## 2670 -1.045020e-01 6.191880e-02 -2.216837e-01 -0.3144910361 -6.447507e-02
## 2671 -1.912008e-01 1.139264e-01 5.849729e-01 -0.1415836763 -2.096683e-02
## 2672 -1.381698e-01 2.422121e-02 6.358469e-01 -0.1466694721 1.746393e-01
## 2673 -1.285548e-01 4.987501e-02 -7.681680e-02 -0.4191155819 1.817003e-01
## 2674 5.385926e-02 2.154468e-01 1.084521e-02 -0.2341656431 -1.117467e-01
## 2675 -6.354016e-02 -6.562631e-02 1.967618e-02 -0.0845223386 -1.360276e-01
## 2676 -1.446805e-01 -1.537760e-01 2.248354e-01 -0.0824977789 -1.608758e-01
## 2677 -2.383330e-01 -1.332306e-01 -1.119163e-02 -0.4003171729 -2.712523e-01
## 2678 -5.920186e-02 7.741275e-02 2.509722e-01 -0.5411328608 -3.172279e-01
## 2679 -9.843906e-02 -3.291155e-01 -6.701619e-02 -0.4827255021 -2.339530e-01
## 2680 -6.250112e-03 2.058988e-01 3.453650e-02 0.4307753177 6.059627e-02
## 2681 -5.296815e-02 -5.994343e-02 -2.191156e-01 0.2280001114 -3.179460e-02
## 2682 6.901560e-02 1.117965e-01 1.662286e-01 0.2398242393 -6.796726e-02
## 2683 1.279193e-01 1.911340e-01 2.660095e-01 0.1791877476 -1.789310e-01
## 2684 5.845710e-02 -4.231648e-02 -2.477103e-01 0.0828171803 -1.078950e-01
## 2685 1.889782e-02 3.092512e-02 -6.340521e-02 0.2446189331 -8.726825e-02
## 2686 1.699716e-01 2.026237e-01 -2.739773e-02 0.3219272112 -4.035139e-02
## 2687 2.125126e-01 1.527728e-01 -1.582002e-01 -0.0500031009 -1.093372e-01
## 2688 2.040541e-01 -1.524047e-01 1.678705e-02 -0.0580571399 -8.045761e-02
## 2689 -1.166981e-01 -1.354374e-02 -2.136981e-01 0.0435988413 -7.290444e-02
## 2690 9.815476e-02 6.767292e-02 1.327567e-01 -0.0863635781 -2.094237e-01
## 2691 -2.191644e-02 -4.544432e-01 -1.826406e-02 -0.1931042475 -7.197605e-02
## 2692 7.130725e-02 3.240621e-01 -1.316206e-01 -0.4617179386 -4.450385e-02
## 2693 6.330109e-02 7.411076e-02 -4.098447e-01 -0.3656656047 1.481885e-01
## 2694 -9.303773e-02 9.311530e-03 5.134505e-02 0.1507837837 -6.358930e-02
## 2695 -9.980183e-02 2.983457e-02 -4.768994e-02 0.2184719954 -1.403565e-01
## 2696 -3.865467e-02 -9.043591e-02 2.422181e-01 0.0076795800 3.209948e-01
## 2697 -1.102230e-01 -2.765054e-02 1.002153e+00 0.3768096252 2.149699e-01
## 2698 -1.089422e-01 4.890462e-01 2.908835e-01 0.4594534507 6.975631e-02
## 2699 -2.938739e-02 1.672767e-01 -2.870741e-01 0.5335115178 2.965696e-01
## 2700 3.743819e-02 -3.855244e-02 -7.260453e-02 0.5017138455 2.173697e-01
## 2701 2.770457e-01 -3.099184e-01 1.480330e-01 0.4762414540 -3.401827e-02
## 2702 5.372025e-01 1.838488e-01 -6.612473e-02 0.3117890466 2.716608e-01
## PC16 PC17 PC18 PC19 PC20
## 1 2.111867e-01 0.1641644539 -7.607130e-02 7.578740e-02 0.0558334529
## 2 -2.776031e-01 -0.0608196166 1.124941e-01 1.102905e-01 0.2114598555
## 3 -1.306344e-01 -0.0414927369 1.741405e-01 1.916634e-01 -0.0741150409
## 4 -2.092182e-01 -0.0165802752 -1.805966e-01 -1.431552e-01 -0.0698472560
## 5 -2.544271e-02 0.0592301480 -3.852818e-01 -9.055530e-02 -0.1748047973
## 6 2.347096e-01 -0.1068381147 -3.035993e-01 -2.655965e-01 0.1587152056
## 7 -2.214827e-01 -0.0919983136 1.244391e-01 1.101613e-01 -0.0293149890
## 8 -2.138309e-01 -0.0249594521 2.957366e-01 -4.799893e-02 0.0021107135
## 9 -2.233987e-01 0.2570480931 -1.578752e-01 1.159541e-01 0.0666874160
## 10 -1.947006e-01 0.0037706964 1.184970e-01 -9.200369e-02 0.1472840947
## 11 6.817802e-02 0.0984593918 1.809766e-01 -1.374757e-01 -0.2436512771
## 12 -1.458185e-02 -0.0477168068 -1.193562e-01 8.887379e-02 -0.0941188631
## 13 -1.092724e-01 0.2770138759 -5.198932e-02 1.556773e-01 0.1329195599
## 14 3.834184e-01 0.2449734501 -1.451113e-01 3.212063e-02 -0.1378691920
## 15 -2.273956e-02 0.1304589473 -5.234589e-02 8.217796e-02 -0.0282415767
## 16 -7.673369e-02 -0.0245064579 -4.722065e-02 1.173214e-01 -0.1283955094
## 17 1.619477e-01 -0.0160468383 5.592774e-02 1.725804e-01 -0.1238605685
## 18 -1.649578e-01 0.1066301222 -5.090481e-02 -1.502854e-01 0.4294397414
## 19 6.923252e-02 0.2803658029 -1.366591e-01 -7.722944e-03 0.3482470325
## 20 -1.492815e-01 -0.1012410992 7.818997e-02 -1.272340e-01 -0.1454569073
## 21 -3.007205e-01 0.1916804016 1.262113e-01 3.496534e-01 0.3236922349
## 22 -6.681400e-03 0.2111657229 1.116786e-01 -4.529617e-01 -0.2703301712
## 23 8.583135e-02 -0.1270144982 -2.587785e-01 2.800732e-02 -0.0650664506
## 24 -3.373728e-02 -0.1848633652 -6.225619e-02 -1.366227e-01 0.2086371742
## 25 -1.359003e-01 0.0469965178 3.454718e-01 2.442381e-01 0.2782008674
## 26 -1.304859e-01 0.0474779498 -4.159240e-01 5.452344e-02 -0.0588836963
## 27 -3.293364e-02 0.1429845019 -5.636330e-02 4.199408e-02 -0.0060403811
## 28 -2.473997e-01 0.0231528755 -1.590674e-01 -1.691991e-01 0.1683736824
## 29 -8.182431e-02 0.0362119881 -2.783739e-01 -6.713467e-02 0.0380623090
## 30 -7.679885e-02 0.0466491510 3.539673e-01 1.045673e-01 -0.1702745892
## 31 -8.884867e-02 0.0786909263 -1.468135e-01 -2.074090e-01 0.1316165646
## 32 -1.785576e-01 -0.0157599149 7.348961e-02 2.246390e-02 0.1544400409
## 33 -1.755134e-01 0.1296214985 7.094675e-02 -4.545720e-02 -0.1899149337
## 34 3.942292e-01 -0.1855902920 7.028830e-02 9.695209e-02 0.0596210428
## 35 -1.974329e-01 0.1829620096 -3.371309e-02 1.730537e-01 -0.0393773943
## 36 -4.013837e-01 0.0914399042 1.282761e-01 7.350953e-02 0.0386723089
## 37 2.042318e-02 -0.1652974876 -3.339357e-01 2.488140e-02 0.0440091375
## 38 7.681259e-02 0.0964679815 -1.022067e-01 1.163690e-01 0.0860159687
## 39 -1.248925e-02 0.1397444183 1.918743e-01 5.758688e-02 -0.0177748277
## 40 -2.011795e-01 0.1897671990 6.133786e-02 -4.492655e-02 0.0365615239
## 41 -4.620879e-02 0.0036897155 -2.315647e-01 1.600592e-01 -0.1415182996
## 42 6.006603e-02 -0.0141454051 1.322761e-01 3.338533e-02 -0.3125628139
## 43 -1.133372e-01 -0.0371785458 -6.642040e-02 1.504708e-01 0.1538428939
## 44 -3.261661e-01 0.3248949647 -1.661738e-01 -2.065884e-01 -0.0923990332
## 45 -1.592074e-01 -0.2375437154 -1.240379e-01 1.871470e-01 0.1834122339
## 46 2.739685e-01 0.2297364636 1.687550e-01 1.193520e-01 -0.3172439536
## 47 -1.373909e-01 -0.3182318443 1.495667e-01 -5.101937e-01 -0.0474219698
## 48 9.062011e-02 -0.0426332284 1.920327e-02 3.519598e-02 0.1982863525
## 49 3.588310e-01 -0.0321315943 -7.641076e-02 1.240275e-01 -0.0621375185
## 50 -3.682153e-02 0.1775998171 -8.497388e-02 9.616924e-02 -0.0304065601
## 51 -4.695942e-02 -0.2565532783 -1.748411e-01 -2.976243e-02 -0.0844710827
## 52 1.482149e-01 0.1515475519 1.126592e-02 2.722314e-01 0.3885509376
## 53 1.366310e-01 0.1631822868 3.003748e-01 1.765568e-01 -0.0653691592
## 54 -1.428793e-02 0.0029509529 -1.054881e-01 3.695963e-02 0.1026625589
## 55 -2.522188e-01 -0.0840568285 -3.318557e-01 2.495973e-01 0.0098734504
## 56 -1.258117e-01 0.1348891958 1.861818e-01 -6.092622e-03 0.0822656085
## 57 4.452077e-01 0.2329831498 2.723510e-01 -3.101442e-01 0.2072949205
## 58 2.722995e-01 -0.6444411468 -1.711471e-02 2.788443e-01 -0.1814301815
## 59 1.528974e-01 0.2264052486 -3.974011e-01 6.587139e-02 0.0121623933
## 60 -2.023443e-01 -0.0164125269 -1.817029e-01 4.495402e-02 0.2335204364
## 61 -2.219626e-01 0.1447160360 -2.852271e-02 4.990462e-02 -0.2198406361
## 62 -8.110047e-02 -0.0140674592 1.414009e-02 -1.758261e-01 0.1866856782
## 63 7.898085e-02 0.2342801158 2.536910e-01 -1.201567e-01 0.1818137203
## 64 7.900902e-02 0.3380853266 -8.689728e-02 -9.073447e-03 -0.0006623062
## 65 4.031277e-02 0.1264672381 1.921092e-01 1.898440e-01 0.1816712453
## 66 -1.515656e-02 0.0415220716 8.417411e-02 -1.232867e-01 -0.0529175563
## 67 6.445203e-02 -0.0255769436 -2.268502e-01 -1.992889e-01 -0.0418579381
## 68 1.699274e-02 0.2221154473 -6.018953e-02 8.130377e-02 0.3042408038
## 69 5.056638e-03 0.0079454118 -3.212180e-02 2.868001e-02 0.0422213952
## 70 1.688212e-01 -0.2176165071 5.728967e-02 4.118862e-02 -0.1955615570
## 71 1.822836e-01 -0.2681217249 1.797645e-01 1.734200e-01 -0.1143027078
## 72 1.405648e-01 -0.1855462245 2.314498e-01 -2.871378e-02 -0.0707344636
## 73 4.892434e-01 -0.0524413546 1.383088e-02 5.190985e-01 0.5704864356
## 74 -3.404971e-02 0.4511206046 -3.965495e-01 3.969952e-01 0.2299928605
## 75 -1.000901e+00 0.4599207989 -4.015947e-01 8.235284e-01 -0.3459299221
## 76 4.908976e-02 0.1619657279 3.406961e-02 1.404036e-01 -0.1218111100
## 77 -1.044616e-01 0.0589297507 -4.132896e-02 3.006516e-02 -0.0606419087
## 78 -3.291910e-02 0.3434172930 -1.349654e-01 -1.897358e-01 -0.1631542390
## 79 -1.641231e-04 -0.0517910465 -3.207052e-01 1.967002e-01 0.0559618516
## 80 -8.113198e-04 -0.2148233417 8.190332e-02 1.313470e-01 -0.1259442371
## 81 1.564024e-01 0.2508759593 1.171685e-01 -5.074896e-02 0.1832971106
## 82 -2.701191e-02 -0.1188797246 -1.499147e-02 -8.540054e-02 0.1799108311
## 83 -1.037507e-01 0.1155564100 -5.099897e-02 -8.887974e-02 -0.2433430783
## 84 1.691242e-01 0.1387205434 3.194825e-02 1.154658e-01 0.1484339072
## 85 -8.916822e-02 0.0584319320 3.228519e-01 1.047429e-01 0.0222071102
## 86 3.538314e-02 -0.0166650451 9.997242e-02 -1.237635e-01 -0.1241883342
## 87 -1.466252e-01 -0.0833072023 -1.407459e-01 7.456707e-02 0.0337164708
## 88 4.623982e-02 0.0846860056 -5.528971e-02 5.033136e-02 0.0847514696
## 89 -1.718952e-02 0.0269799426 -1.826523e-01 -6.904524e-03 0.0606441758
## 90 9.685250e-02 0.0337656493 -1.989668e-01 -4.975689e-02 -0.0967098553
## 91 1.701020e-01 0.0336913979 1.640608e-01 -6.303114e-03 0.4032845287
## 92 1.699554e-01 0.1984964501 2.645119e-01 -2.820590e-02 -0.3597240813
## 93 -1.475384e-01 -0.1356954408 -2.700747e-01 5.450757e-02 0.2117192002
## 94 3.008265e-02 -0.4612387910 -4.653851e-03 6.506535e-02 -0.0046862855
## 95 -3.033818e-01 0.1386318323 -1.260629e-02 -1.288288e-02 0.0244659953
## 96 1.873568e-01 -0.1188292070 1.996626e-01 1.925615e-02 0.1076785180
## 97 3.768943e-02 -0.1061482325 3.332517e-01 -9.254072e-04 0.0135084314
## 98 -1.263016e-01 -0.0215435962 -1.470518e-01 -6.230751e-02 -0.1803252399
## 99 1.023341e-01 -0.0677467144 -1.365777e-01 -3.560561e-02 -0.0214419681
## 100 -1.019264e-01 0.1984941765 8.567659e-02 -8.855764e-02 0.1185930722
## 101 7.963614e-03 -0.0088196457 1.334239e-01 4.021068e-02 0.1005157748
## 102 2.438697e-01 -0.3310212632 2.470399e-01 9.667154e-02 -0.1615924950
## 103 1.095078e-01 0.2085040753 4.243669e-02 -1.123400e-02 -0.0150584494
## 104 2.397158e-01 -0.2408810070 8.316187e-03 9.231706e-02 -0.1093782530
## 105 -4.141096e-01 -0.1044727602 -1.348571e-01 -1.926694e-01 -0.2210831309
## 106 -7.423778e-02 -0.0168718008 1.323804e-01 1.627316e-02 0.1553323228
## 107 1.570658e-01 0.2497495525 1.697732e-01 -6.302224e-03 -0.0561115356
## 108 2.059529e-01 0.0043580078 -1.955760e-02 -1.980695e-01 -0.1103142543
## 109 -1.240134e-01 -0.0340671258 1.414983e-01 -5.996687e-02 -0.2708512370
## 110 1.919075e-02 0.0099482466 -1.014412e-01 -9.474305e-02 0.0012957587
## 111 1.275433e-01 0.0082930406 -3.074789e-01 -1.480463e-01 0.1559755016
## 112 -1.722953e-02 -0.1243873917 -5.299652e-02 4.060410e-01 -0.1148131038
## 113 -1.544160e-01 0.0640476851 2.921691e-01 -9.656072e-02 0.0166610189
## 114 -1.637509e-01 0.0218194259 1.232091e-01 -3.121915e-01 0.0439899522
## 115 2.222702e-01 0.0916151257 5.654791e-03 -9.015689e-02 -0.1128137150
## 116 -8.519862e-02 -0.3834574740 -1.065480e-01 -9.806105e-02 -0.1031899243
## 117 5.118499e-01 0.0232414280 -1.765133e-01 -8.699700e-02 -0.0918474150
## 118 1.149963e-01 -0.5716825421 -1.180325e-01 4.257451e-01 0.1547153373
## 119 -3.171562e-01 0.6035157279 2.175844e-02 4.253755e-02 -0.3899823299
## 120 -4.494377e-01 -0.1565796908 -5.356573e-02 -1.631518e-01 0.3011685931
## 121 3.388887e-01 -0.4838777152 -1.292810e-01 7.012201e-02 -0.3554194028
## 122 8.284082e-02 -0.0646691782 -2.063598e-01 4.767007e-02 0.1895599091
## 123 -1.664549e-01 -0.0750926218 2.423741e-02 3.271767e-01 -0.1022544282
## 124 -2.641390e-01 0.1172134398 1.169568e-01 2.223699e-01 -0.0100755495
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## 900 9.697733e-03 0.1480706293 1.386654e-01 4.268663e-02 0.0206707278
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## 989 3.276725e-01 0.2352796539 -2.070099e-02 2.508893e-01 0.0070754631
## 990 4.006875e-02 0.1357214401 -5.413114e-02 1.757369e-01 -0.0239867403
## 991 2.040489e-01 0.1343049379 -2.926101e-01 1.525798e-01 -0.1077586563
## 992 -8.302002e-02 -0.3854694726 -1.119782e-01 8.069493e-03 0.2440658575
## 993 7.568089e-02 -0.2224868104 5.629657e-02 1.192732e-01 -0.0290076674
## 994 5.981958e-01 0.0747118130 6.728198e-02 -6.428705e-01 -0.4374009601
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## 997 4.965579e-01 0.2147688123 7.339555e-02 -4.079224e-02 0.2023598170
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## 999 -1.937368e-01 -0.1466387093 8.202463e-02 8.049410e-02 0.0391141803
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## 1001 -2.002489e-01 0.0609814064 5.663824e-02 2.208051e-02 0.0506854642
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## 1018 3.967262e-01 0.0295369894 7.112622e-02 2.272170e-01 0.1636267580
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## 1020 3.383777e-02 0.0267452110 9.287838e-02 1.123777e-01 0.1842741141
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## 1024 1.189083e-01 0.0469876791 7.754105e-02 7.864178e-02 -0.1222333215
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## 1028 -5.718260e-02 -0.1312426291 2.338122e-01 1.245848e-01 0.0922444166
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## 1030 -3.373821e-02 -0.0939232235 -5.966865e-02 -6.991887e-02 0.2567448578
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## 1045 -1.335720e-01 0.0676111030 1.894585e-01 1.299502e-02 0.1366092386
## 1046 2.314774e-01 0.1222713070 2.451320e-02 9.158856e-02 -0.0505901596
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## 1057 1.206723e-01 0.1586903604 5.559225e-02 1.388665e-01 0.1655199280
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## 1060 4.152316e-01 0.1138473237 8.168724e-02 3.240250e-01 -0.4713792611
## 1061 2.153170e-01 0.0841590701 9.030535e-02 -5.680484e-01 -0.0455281081
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## 1063 2.183883e-01 0.0229500147 1.286482e-01 2.829555e-01 -0.0426036750
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## 1068 1.412387e-01 -0.1382693255 -8.253623e-02 5.868962e-02 0.0389540010
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## 1072 -3.995388e-01 0.5000864249 -2.060747e-01 -2.914777e-01 -0.3102948190
## 1073 2.662586e-02 0.4149762050 9.263280e-02 -6.973324e-02 -0.1222271267
## 1074 2.592041e-01 -0.2276965270 2.933634e-01 -5.383128e-02 -0.0446202975
## 1075 8.697501e-02 0.0086657854 1.380175e-01 -4.917000e-02 0.1967353490
## 1076 -1.540064e-01 0.1172394223 2.841244e-01 6.962775e-02 0.0214994316
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## 1079 -5.655431e-02 -0.0357502507 -8.088621e-02 -6.895662e-02 -0.0392813856
## 1080 2.895606e-01 0.2053913029 -1.656195e-02 1.555909e-01 0.1650559904
## 1081 1.960077e-01 -0.0280428440 1.138333e-01 1.301561e-01 -0.0854786851
## 1082 1.490934e-01 0.1280046809 -1.526221e-01 -2.034846e-01 0.0489548871
## 1083 -1.097128e-01 -0.0696770609 1.333292e-01 1.192006e-01 0.1110113404
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## 1652 4.960286e-02 -0.3920835900 -1.870078e-01 1.358684e-02 -0.0311356676
## 1653 3.929035e-01 0.2767222906 -9.409866e-02 1.464676e-01 -0.2140534707
## 1654 -2.172593e-01 -0.0424621466 2.458134e-01 3.150574e-02 0.2361101384
## 1655 1.830588e-01 0.1033801390 1.434533e-01 8.161281e-02 -0.2219950702
## 1656 1.671815e-01 -0.1245393498 4.412027e-02 7.213021e-02 0.0209309935
## 1657 -2.270204e-01 -0.0762388857 6.952701e-02 1.259484e-01 0.0936812465
## 1658 2.977969e-02 -0.0471042831 7.323278e-02 3.278270e-02 0.2837317623
## 1659 1.899704e-01 0.1279072581 -1.169486e-01 5.298286e-03 -0.0486852084
## 1660 3.219297e-02 -0.0652454786 1.088037e-01 -6.171372e-02 0.3605587287
## 1661 -1.305872e-02 -0.0713958576 1.571405e-01 1.235877e-01 0.0386257089
## 1662 -1.671000e-01 0.3369833268 1.932201e-01 -1.353453e-01 0.0385173348
## 1663 -8.175855e-02 -0.1894388331 -8.138471e-02 9.884878e-02 0.0199884067
## 1664 -2.144563e-01 0.0265522780 -1.039910e-01 -2.610715e-01 0.1066810285
## 1665 -1.418070e-01 -0.0853273307 7.195774e-02 1.475173e-01 -0.1759204248
## 1666 -1.354580e-01 -0.1365296401 -3.688006e-02 -8.155752e-02 0.1498886068
## 1667 7.920484e-02 0.2684522048 -1.591222e-01 2.272899e-01 0.0276658688
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## 1669 -1.475009e-01 -0.1947970563 -1.617675e-01 -2.157619e-01 0.0615890586
## 1670 1.164069e-01 -0.2268541976 -1.275398e-02 -5.532724e-02 0.0577953560
## 1671 -1.811636e-01 0.2268803425 2.741043e-01 1.698837e-01 0.1394055029
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## 1673 3.754485e-01 0.0061550812 -3.846789e-02 1.608454e-01 0.0725868482
## 1674 8.167159e-02 0.2364931413 7.443510e-02 -1.017871e-01 -0.3198626231
## 1675 -2.052131e-01 0.0924172280 -1.826864e-01 -4.825612e-02 0.3768703661
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## 1677 -2.403379e-01 0.0344266606 -2.071753e-02 3.368590e-02 0.1719811758
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## 1679 -1.227171e-01 -0.2297903550 1.228730e-02 -5.379957e-02 0.0423145057
## 1680 -3.336984e-02 -0.0753981657 1.066834e-02 -1.369029e-01 0.0770570883
## 1681 6.546690e-02 -0.1568841468 1.457382e-01 1.345811e-01 -0.1134817394
## 1682 -7.921849e-02 -0.1080273281 -6.627249e-02 -7.147404e-03 -0.0564779004
## 1683 2.603690e-02 -0.0392079254 -1.208870e-01 -1.820108e-01 0.0711107982
## 1684 -1.202162e-01 -0.1776735554 -2.019625e-02 2.978576e-01 0.2865963864
## 1685 -2.378932e-01 0.0140305299 -1.345009e-01 1.908290e-01 0.0328130507
## 1686 8.485053e-02 0.2291549448 -2.809641e-02 -1.168716e-01 0.1853386328
## 1687 1.145471e-01 -0.0646236140 2.506704e-02 7.786933e-02 -0.3967219720
## 1688 1.628589e-01 0.0405117583 -1.253508e-02 3.021917e-02 0.2574853571
## 1689 3.017331e-01 -0.3655358980 1.451995e-01 -3.203854e-01 -0.2127618052
## 1690 -4.186836e-01 0.6487820146 9.430773e-02 1.936258e-01 -0.1688220949
## 1691 -1.547673e-01 -0.1195343235 1.269654e-02 -8.825348e-02 -0.0355362458
## 1692 3.724541e-01 -0.1943115950 7.152594e-02 -1.322309e-01 -0.2435378402
## 1693 -3.269018e-01 -0.0654484225 -1.457019e-01 4.315642e-02 -0.0287601548
## 1694 1.691558e-01 -0.1122271218 -1.693359e-01 8.523388e-02 -0.2430844502
## 1695 5.039799e-02 -0.0103419628 -1.042850e-01 -7.006977e-01 -0.0623971402
## 1696 -4.237324e-01 -0.0966123491 -2.187574e-01 4.053035e-01 -0.2227200825
## 1697 3.991255e-02 -0.1045847668 -2.838743e-01 -4.772777e-02 -0.1290787403
## 1698 -2.845001e-02 0.0044274712 -2.526550e-01 1.175923e-03 0.0179171300
## 1699 -2.623533e-01 -0.2783396915 -1.771703e-03 5.096910e-02 0.0426736758
## 1700 -5.009993e-02 -0.1401669862 1.105220e-01 -1.162017e-01 0.0006132838
## 1701 2.094605e-01 0.0764600334 3.794505e-02 -2.759796e-02 0.1580708922
## 1702 3.013205e-01 -0.0639409665 1.167431e-01 9.523910e-02 0.0397782140
## 1703 -9.635001e-03 0.0865343522 -2.657619e-01 8.951946e-02 0.0821057091
## 1704 -6.400167e-02 -0.2186396668 -1.194537e-01 6.549786e-02 0.0207110291
## 1705 -1.391283e-01 0.1230763069 1.772050e-01 8.367516e-02 0.0585449263
## 1706 1.193998e-01 0.0102119813 9.750169e-02 2.805368e-02 0.1723400899
## 1707 2.198877e-01 -0.0907569774 -1.198956e-01 5.162404e-02 -0.2220911749
## 1708 -1.057601e-01 -0.2323887701 -1.594423e-02 2.265807e-01 0.1848305423
## 1709 1.057034e-01 0.0273896470 -8.708865e-02 -2.109187e-01 -0.0207556387
## 1710 1.228687e-01 0.1667399030 -1.404449e-01 -2.983020e-03 -0.0312752464
## 1711 -1.349374e-02 -0.0992491182 -1.838082e-01 3.777081e-02 0.0195610450
## 1712 2.139083e-01 -0.1611993134 4.974886e-02 -3.789433e-02 0.0263215733
## 1713 -3.400129e-02 -0.0424155977 -3.154426e-03 -2.372251e-02 -0.1672230548
## 1714 -7.914816e-02 -0.1646493932 -8.283346e-02 -1.010685e-01 0.0324710652
## 1715 5.628320e-02 0.0122543034 -2.944374e-02 7.526844e-02 -0.0020951769
## 1716 2.220779e-01 0.5726016464 -1.398478e-01 -1.930223e-02 -0.0040714954
## 1717 3.182960e-02 -0.2945060631 -9.147391e-02 -8.713587e-02 -0.2121701842
## 1718 7.079253e-02 0.5499675036 2.321334e-01 1.561301e-01 -0.1719173261
## 1719 -1.394013e-01 -0.2660324219 2.825490e-01 6.870384e-02 0.1700508009
## 1720 -6.284589e-02 -0.2398483815 -5.413424e-02 6.905336e-03 0.1501850521
## 1721 -2.327781e-01 0.0252538593 -5.727572e-02 2.265122e-02 0.1807958646
## 1722 1.846258e-01 0.2798993421 -4.893268e-02 -1.225513e-02 0.0761110380
## 1723 -1.772237e-01 -0.0784118101 5.557249e-02 1.049643e-01 -0.0774047842
## 1724 -2.506089e-01 -0.0418469159 7.131195e-02 -1.562711e-01 0.0314507876
## 1725 -1.152162e-01 0.2035718027 6.346552e-03 -8.152837e-02 -0.0821694018
## 1726 -1.172700e-01 -0.2779005524 1.182134e-02 -1.510429e-01 0.1268941338
## 1727 1.536712e-01 0.0324984414 -3.032669e-01 -1.999781e-01 -0.1871405286
## 1728 -1.625446e-01 0.1592598238 -2.220407e-01 1.593100e-01 0.0469530395
## 1729 -1.193805e-01 -0.0438943460 1.463555e-01 -1.283280e-01 0.1535392569
## 1730 1.257051e-01 -0.1321088665 -7.135401e-02 7.096551e-02 -0.2181390072
## 1731 -3.212052e-01 -0.0009039354 -1.990225e-01 1.786386e-01 0.1290097888
## 1732 -7.609875e-02 -0.0411021513 1.526800e-01 -1.501758e-01 0.2884163742
## 1733 -6.580458e-02 -0.1454837480 -3.456795e-02 2.071450e-01 -0.2529297798
## 1734 -7.683514e-02 -0.0485011135 -3.259531e-02 -8.317943e-02 0.1852833272
## 1735 -3.013970e-01 -0.0791492798 -1.086655e-01 1.412383e-01 -0.0500617490
## 1736 -5.535319e-02 0.0457454720 -1.908294e-01 -1.772614e-01 0.0646494613
## 1737 9.569542e-02 -0.1714691012 -8.933623e-02 -2.309628e-01 -0.1263248508
## 1738 -3.118006e-02 -0.1685730414 3.565416e-02 1.366555e-01 0.1137271565
## 1739 -3.885010e-02 -0.2056969069 4.523279e-02 2.335234e-03 -0.1948655593
## 1740 -4.380583e-02 0.0294439091 1.669950e-01 -1.267388e-01 0.2237561173
## 1741 5.044040e-02 -0.2439993354 -5.375608e-02 -1.161305e-01 -0.1276075267
## 1742 1.933030e-01 0.0097750112 -2.192242e-01 2.586619e-02 -0.0274120282
## 1743 -1.709671e-01 -0.2356518018 1.341612e-01 1.713702e-01 -0.1641474376
## 1744 -2.999538e-01 -0.1186017661 3.405083e-02 -1.408616e-01 0.2646899345
## 1745 -1.724374e-01 -0.0243939096 -9.713860e-03 2.594334e-02 -0.0314738465
## 1746 1.327773e-01 -0.0429820003 2.336311e-01 -1.024520e-01 0.0416869325
## 1747 5.095813e-02 -0.1694335786 4.046739e-02 7.701195e-02 0.0542545414
## 1748 4.613907e-01 -0.3082595236 4.144635e-01 -2.225688e-01 0.0209367589
## 1749 -3.781495e-01 0.0332789599 1.724409e-01 -2.154813e-01 -0.2084263234
## 1750 2.082968e-02 0.5820804407 4.096212e-02 4.422741e-01 0.2036600399
## 1751 -2.817117e-01 -0.0937171712 -1.292192e-01 7.712975e-02 -0.0494098683
## 1752 -7.465830e-03 -0.1512756532 1.357802e-01 -1.890705e-01 -0.1357572926
## 1753 1.029685e-01 0.1174601655 9.398731e-02 1.873112e-01 -0.2008366322
## 1754 -2.641811e-01 0.0449380851 -1.943214e-01 4.738700e-02 0.2655728144
## 1755 -4.069843e-01 0.0267952316 -5.895083e-01 -2.139782e-02 0.0371944132
## 1756 -1.266693e-03 -0.1554081250 4.667265e-02 -7.415751e-02 -0.1231437450
## 1757 -6.058796e-02 -0.0989407004 6.124761e-02 1.349694e-01 0.1272150966
## 1758 -4.141325e-03 -0.0460904351 8.658626e-03 -1.167519e-01 0.0249893916
## 1759 -4.635068e-02 0.0608671614 -7.346268e-02 2.690285e-01 -0.2868873756
## 1760 1.731153e-02 0.3550877394 -5.911348e-03 -4.791810e-02 0.2034313837
## 1761 -1.634207e-01 -0.0279230860 3.807879e-02 1.893076e-01 -0.1486148989
## 1762 1.749951e-01 -0.1396303427 -2.814206e-01 1.864215e-01 -0.2692018732
## 1763 1.088408e-01 -0.0062910628 2.559945e-01 1.061280e-01 -0.0572093213
## 1764 3.846783e-02 -0.0855801531 1.693107e-01 1.754695e-01 -0.2279020273
## 1765 -1.411379e-01 0.0088513788 -2.334992e-01 -9.777570e-02 0.0914800128
## 1766 5.725338e-02 0.1229733074 2.041405e-02 1.096307e-01 0.0708763184
## 1767 1.880658e-02 -0.0672827268 -2.048265e-01 -2.337456e-02 0.0274705018
## 1768 1.532499e-01 -0.0465670943 -1.270917e-01 -1.154017e-01 -0.0258942054
## 1769 1.351849e-01 -0.2032288154 -1.269147e-01 5.824383e-02 0.2109440464
## 1770 -2.886042e-01 0.1049182538 -7.505414e-02 7.920226e-02 0.0928521034
## 1771 -1.029703e-01 0.1889301278 -9.930568e-02 -2.718423e-01 0.1036007415
## 1772 6.899182e-02 0.0385582123 -1.287634e-01 7.533513e-04 -0.0031349703
## 1773 -2.131416e-01 -0.1589097600 2.044271e-02 -2.799009e-01 -0.0007098907
## 1774 1.177003e-01 -0.0199774692 -7.606269e-02 -1.448579e-01 0.0617457970
## 1775 1.707245e-01 0.1235702322 2.918732e-01 -1.726993e-01 0.0128199578
## 1776 1.498739e-01 0.3074481995 -7.054843e-02 2.713845e-01 -0.0095951872
## 1777 -1.115058e-01 0.0341209900 1.755837e-01 -6.167512e-03 -0.0410754920
## 1778 2.040070e-01 -0.0116327615 5.483606e-03 3.351006e-02 0.0204484824
## 1779 2.121318e-01 -0.0814504263 1.021997e-01 -2.969850e-02 -0.0872568261
## 1780 -1.426462e-02 0.0093004450 -4.661615e-02 1.579707e-01 -0.0057203016
## 1781 1.585108e-01 -0.0272195007 2.357204e-02 1.083847e-01 0.0870909256
## 1782 1.188595e-01 0.0946910090 9.424766e-03 8.574308e-02 -0.0116279950
## 1783 1.597559e-01 -0.0648689989 -4.356948e-01 -8.399030e-02 0.0639306386
## 1784 -3.331275e-01 0.2177224163 -4.481858e-02 -2.348549e-01 -0.0235652787
## 1785 2.482130e-01 -0.2302893628 4.491729e-02 9.626487e-02 -0.0671602727
## 1786 -4.040619e-02 0.4040602113 2.888683e-01 1.398101e-01 0.0431160023
## 1787 -3.998698e-01 -0.3669023955 2.041814e-01 -6.630639e-02 -0.0934097578
## 1788 4.516078e-02 0.3292989315 -1.346146e-01 1.379519e-01 -0.1069335077
## 1789 -3.496970e-01 -0.3267151617 -2.063332e-01 2.851921e-02 0.2013694857
## 1790 -2.948668e-01 -0.4210538035 -1.344007e-01 -8.412442e-02 -0.0149364393
## 1791 -1.112083e-01 -0.0315926230 -8.720141e-02 2.069649e-02 0.0048443338
## 1792 -1.984888e-01 -0.1959727400 5.657221e-02 -2.326754e-01 0.1728871477
## 1793 -9.415055e-02 -0.1548620969 3.282373e-01 1.269044e-01 -0.0403406978
## 1794 -2.201975e-01 -0.0136023762 9.706759e-02 8.468603e-02 0.1167907206
## 1795 -2.159127e-01 -0.4365337588 -2.226513e-01 9.789490e-02 -0.0029903896
## 1796 2.209710e-01 0.2615594869 3.902414e-02 -1.202968e-01 0.3035723196
## 1797 2.675744e-01 -0.2967721897 3.858108e-01 -3.855508e-02 -0.2943163670
## 1798 3.756227e-01 -0.2726521485 1.791973e-01 -5.112751e-01 -0.0790893626
## 1799 -5.668905e-01 0.1507914761 1.189140e-01 4.529501e-01 -0.2298768913
## 1800 6.016957e-02 0.1680763744 8.645541e-02 -3.563352e-02 0.2992990937
## 1801 -1.152058e-01 -0.0156212309 5.790393e-02 -1.103382e-01 -0.0510255315
## 1802 -9.442051e-02 0.1130188056 1.876871e-02 -3.490437e-02 0.0959281997
## 1803 2.124949e-02 0.0266545165 -7.479979e-02 1.240130e-01 0.1795543699
## 1804 1.455716e-01 0.0105369422 -7.922315e-02 -1.925233e-01 0.1201310725
## 1805 -2.375909e-01 0.1412577688 -3.601906e-01 2.337043e-01 -0.2384964876
## 1806 6.444743e-01 -0.2285516923 -1.591239e-01 -6.483505e-02 0.2380653399
## 1807 2.841848e-02 0.0802149905 1.267098e-01 1.004340e-01 -0.0461895711
## 1808 1.961925e-03 0.1078284517 1.289409e-01 1.270682e-02 0.0089874536
## 1809 -6.013165e-03 -0.0506389350 -1.032704e-01 1.130741e-01 -0.0911851703
## 1810 -9.662776e-02 -0.0853927137 -4.036067e-01 -9.649159e-02 0.0702661610
## 1811 1.999897e-01 0.0425770302 3.960192e-02 2.623370e-02 -0.1532239508
## 1812 2.178540e-01 0.0906391395 5.427344e-02 3.316509e-01 -0.1182434107
## 1813 -2.065394e-01 0.1108533331 -2.750333e-01 8.715408e-02 0.1588717389
## 1814 -5.081570e-02 0.0767787414 8.608190e-02 -4.592664e-02 0.0669479899
## 1815 2.390929e-01 0.2412379575 -6.563126e-02 7.468211e-02 -0.2279874425
## 1816 1.303871e-01 -0.2650072367 -4.216210e-01 -9.423364e-02 0.0471538923
## 1817 5.131915e-02 0.0918746689 1.455369e-01 2.136824e-01 0.0918456061
## 1818 -1.064700e-01 0.2199722531 2.310014e-01 -1.094248e-01 0.0480412954
## 1819 -2.706045e-01 0.0594473726 -1.472908e-02 1.947757e-02 -0.1859993795
## 1820 2.930984e-01 -0.1001059330 -4.954608e-02 1.527869e-01 0.0154070044
## 1821 1.468867e-01 0.0392565843 -1.143252e-01 -7.513031e-02 -0.0007609593
## 1822 1.131630e-01 -0.0116803915 -9.754671e-02 -1.064979e-01 -0.0918602824
## 1823 -2.191067e-01 0.1850120597 2.884593e-02 -5.725761e-03 -0.0273889243
## 1824 -6.490822e-02 -0.0662575265 9.893654e-02 -1.516153e-01 -0.0661178467
## 1825 1.848471e-01 -0.0077615594 1.033319e-01 1.284425e-01 0.2029785077
## 1826 4.356818e-02 -0.1410328936 -6.055457e-02 8.675424e-02 -0.1903742849
## 1827 -2.081829e-01 -0.0872906350 -4.394403e-02 2.208484e-02 0.1656273887
## 1828 -1.899255e-02 -0.1202179096 -1.405702e-01 6.224166e-02 -0.2028656036
## 1829 -2.084764e-02 0.0372608114 1.991888e-01 -1.772672e-01 -0.2672246663
## 1830 -1.792614e-01 -0.2098750394 6.983083e-02 5.170463e-02 0.2771279145
## 1831 1.552152e-01 0.1367619248 -1.973938e-01 -7.406752e-02 -0.0928273498
## 1832 -1.048643e-01 -0.1013636699 -3.518082e-02 2.983378e-01 0.1992456018
## 1833 2.017723e-01 0.1380986871 2.059500e-01 -8.482613e-02 0.0539420372
## 1834 2.186296e-01 -0.0348386334 5.276625e-02 -1.577194e-01 0.0619734133
## 1835 -3.538304e-03 -0.0644286377 1.896415e-02 2.058260e-01 -0.0851486739
## 1836 -1.265883e-01 -0.3051963290 2.576291e-02 1.187372e-01 -0.0712320563
## 1837 -3.201983e-02 -0.0281971832 3.575088e-01 1.055838e-01 0.0641542141
## 1838 9.831271e-03 -0.0170515292 1.393083e-02 -1.596730e-01 -0.0873241783
## 1839 2.832497e-01 -0.1736166975 -4.589126e-02 4.843979e-02 -0.0700025600
## 1840 -7.921113e-02 0.2829000496 -3.111881e-01 2.032541e-01 -0.0470962339
## 1841 -2.317081e-02 0.0009718519 2.447241e-01 7.713000e-02 -0.0848642148
## 1842 -1.245537e-01 -0.1161704063 1.911682e-01 -1.325940e-01 0.1956981633
## 1843 6.035084e-02 -0.2212360664 -1.264024e-01 -1.994891e-02 -0.0753757510
## 1844 -1.922686e-01 -0.2788979236 1.578417e-01 -5.063655e-02 0.1718721099
## 1845 9.468758e-02 0.0695659919 3.189095e-01 -5.504851e-02 0.0526117602
## 1846 -4.194384e-02 -0.1605933750 3.188488e-01 2.118976e-01 0.1132651510
## 1847 -1.783231e-01 -0.1144344726 6.254745e-02 -8.035750e-02 -0.0144598656
## 1848 1.208424e-01 -0.0698097251 -1.829087e-01 -1.352727e-01 0.0694941890
## 1849 -3.901593e-01 0.0980637343 8.024060e-02 -1.727178e-01 0.1941729020
## 1850 3.343436e-01 -0.2041845999 1.280684e-01 -3.339100e-02 -0.1810253682
## 1851 -4.097081e-02 -0.4011393448 1.380598e-01 -3.777145e-01 0.0077938961
## 1852 -2.440453e-01 0.5046780715 6.236707e-02 1.769952e-01 -0.2886820973
## 1853 4.793438e-01 -0.0052632599 1.662386e-01 2.562004e-01 0.1808726097
## 1854 2.252173e-01 0.1336201678 1.921535e-02 -8.137832e-02 -0.0204942696
## 1855 -8.587144e-02 0.0825013824 -2.319147e-02 6.245342e-02 -0.1349744775
## 1856 -7.595521e-02 -0.0815464751 1.337434e-01 6.617535e-03 0.0053426294
## 1857 7.130448e-01 -0.4640311538 -3.283840e-01 5.822166e-01 0.5254232422
## 1858 -2.927851e-01 0.4564985078 -3.601384e-01 -2.831643e-01 -0.3910312256
## 1859 -6.352131e-02 0.2831322269 -1.956566e-01 1.375533e-04 -0.2714289642
## 1860 1.677581e-01 -0.0221733347 1.668103e-01 -1.663147e-01 -0.0402850140
## 1861 -7.709735e-02 -0.2237926079 1.948322e-01 8.384786e-03 -0.2015895102
## 1862 4.227094e-02 0.3166414227 1.328838e-01 3.866473e-02 0.1990006887
## 1863 8.960185e-04 -0.0437823548 2.074110e-01 -2.172319e-02 -0.1298275373
## 1864 1.928915e-01 -0.1983569161 1.284302e-02 -1.113709e-01 0.0790437210
## 1865 -1.341143e-01 -0.2265469509 -1.040096e-01 -6.032634e-02 -0.2096860516
## 1866 6.554784e-02 0.2474795247 -8.835491e-02 -1.249965e-01 0.1073500547
## 1867 -3.572442e-01 -0.1796646523 -4.214551e-02 1.241900e-01 -0.0198045211
## 1868 4.770220e-01 -0.0855390455 1.220152e-01 1.988363e-01 -0.0567832334
## 1869 7.326728e-02 -0.0633942460 5.412782e-02 -1.194537e-02 -0.1064259548
## 1870 7.859280e-02 0.1903207072 2.457718e-01 2.993064e-02 0.1334716043
## 1871 9.923135e-02 -0.2119973927 2.394394e-01 -6.229786e-02 -0.1967483905
## 1872 5.698424e-02 -0.1760671330 -5.200522e-02 -8.575758e-02 0.1868247244
## 1873 5.135241e-02 0.0103040702 -1.682556e-01 -5.471001e-02 0.1939227097
## 1874 1.466817e-01 -0.0772288259 1.022370e-01 -1.465576e-01 0.0434529919
## 1875 -1.050046e-02 -0.0188673566 -6.363266e-02 2.860241e-01 -0.0269359230
## 1876 6.014434e-02 0.0039257998 -6.390368e-02 -7.480387e-02 -0.1344229670
## 1877 -6.421851e-03 -0.0258875049 -1.588193e-01 -1.042692e-01 -0.0248545951
## 1878 1.033914e-01 0.0178038164 -1.170718e-01 2.114561e-01 0.2152014953
## 1879 -5.438140e-02 -0.0343729968 1.094241e-01 3.411025e-02 -0.0074574478
## 1880 -1.859707e-01 -0.0063045764 8.932409e-02 -5.055040e-02 -0.0308550966
## 1881 -1.918119e-02 0.1946962852 2.744485e-02 7.441233e-02 0.0146191000
## 1882 1.063409e-01 -0.0684030177 -6.314711e-02 -2.006652e-01 0.0839220457
## 1883 1.080079e-01 -0.2763394709 1.520481e-01 8.419799e-02 -0.2052429009
## 1884 -4.794602e-03 0.0035789604 -1.337731e-01 1.615377e-01 -0.2862829304
## 1885 1.085137e-01 -0.0410069640 1.447841e-02 1.836650e-01 0.1952008780
## 1886 1.324094e-01 -0.0043841102 -6.577907e-02 8.458500e-02 -0.0814733551
## 1887 -9.772652e-02 -0.0732362154 3.775033e-02 -9.382672e-02 -0.0604835457
## 1888 -3.270288e-02 -0.0494039019 2.587738e-02 -2.452976e-02 -0.1253596661
## 1889 1.248553e-01 0.0704949082 -1.120328e-01 6.519124e-02 -0.0238128438
## 1890 -1.807188e-01 -0.0396516236 3.795354e-02 -1.504026e-01 0.2303823010
## 1891 1.967088e-01 0.0636785757 9.939294e-02 8.216768e-02 -0.2040918561
## 1892 8.859200e-02 -0.0080339328 -8.590455e-02 -1.471414e-02 0.2294698030
## 1893 -4.148168e-02 0.0180284470 -1.271626e-01 -1.194462e-01 0.1381887719
## 1894 -1.464059e-01 -0.0035962005 2.741736e-01 -3.344898e-02 -0.0143517908
## 1895 -1.574626e-02 0.1721605546 4.736110e-02 -1.747709e-01 -0.0394795883
## 1896 1.227982e-01 -0.2828788224 -1.819793e-01 6.789561e-02 -0.0130528325
## 1897 2.009849e-01 -0.0844276993 5.909418e-02 2.904014e-02 0.2244411206
## 1898 -1.120076e-01 -0.1261542525 -1.185441e-01 -9.251766e-03 0.1537679974
## 1899 2.485774e-01 -0.1600917811 4.168228e-03 7.981373e-02 -0.0114639855
## 1900 1.718303e-01 -0.0934708584 1.130976e-01 6.189939e-02 0.0205559817
## 1901 1.809912e-01 0.1937653186 2.994540e-01 -5.787304e-02 -0.0566889964
## 1902 5.966296e-02 0.0671735047 2.113408e-01 -1.106052e-01 -0.0166321498
## 1903 -1.456096e-01 0.1213444190 -1.025911e-01 1.349713e-01 -0.1656750173
## 1904 -6.973502e-01 0.7661557415 -3.993520e-02 1.839432e-01 0.0032770284
## 1905 6.214580e-01 -0.1102445381 1.978141e-01 -2.726196e-01 0.0145794117
## 1906 4.880949e-01 -0.1125601387 -1.507579e-03 1.270267e-01 0.0475686653
## 1907 -3.534011e-01 -0.2823493409 6.237858e-02 -1.144600e-01 -0.0916631533
## 1908 -9.764555e-02 0.2304266726 -5.961277e-03 -1.736022e-02 0.1459514648
## 1909 -2.148298e-01 0.0535526014 -2.122378e-01 1.295560e-01 0.0626577856
## 1910 3.249324e-01 0.1901645949 -3.246056e-01 4.351217e-01 0.3230907477
## 1911 -1.396980e-02 -0.1534401640 -3.099794e-01 -3.241777e-01 -0.0735611539
## 1912 -2.592513e-01 -0.0530670445 1.564862e-01 -3.982145e-02 0.0538980743
## 1913 -2.571634e-01 -0.5060385464 1.267497e-01 6.022882e-02 -0.0450346048
## 1914 -1.411026e-02 0.1031149783 -1.050544e-01 8.356296e-02 0.0496971131
## 1915 4.306051e-01 0.0315731296 -8.483243e-02 2.569413e-01 -0.0695816169
## 1916 -2.959285e-02 -0.2301422579 1.752014e-01 1.386885e-01 0.2599424760
## 1917 -6.182369e-02 0.4711945028 -4.017520e-02 2.069819e-02 -0.0981225834
## 1918 -2.691886e-01 -0.1318108935 -8.849189e-02 -1.034477e-01 -0.1096229555
## 1919 1.465801e-01 0.2474864366 -4.423619e-04 -1.260933e-02 0.2359634397
## 1920 -6.713579e-02 0.1299938105 9.575855e-02 2.029282e-02 -0.0227465978
## 1921 -1.379952e-01 -0.1249858991 -5.739224e-02 -2.257225e-01 0.1595420082
## 1922 -7.589143e-02 -0.2465702864 4.222254e-02 1.098875e-01 -0.2361433326
## 1923 -5.077870e-03 0.0320213879 -2.222386e-01 1.586998e-01 -0.1261287428
## 1924 -1.711201e-02 0.0467478042 5.699865e-02 -9.419179e-02 -0.1118127740
## 1925 7.849889e-02 -0.0102101809 -5.302647e-02 -1.454352e-01 -0.0763650620
## 1926 1.290205e-02 -0.0206821759 -8.026501e-02 1.079336e-01 0.0404741175
## 1927 3.616182e-03 -0.0780621964 7.155616e-02 -1.164958e-01 0.0858100702
## 1928 8.061671e-02 -0.1192256181 1.022952e-01 -1.622487e-01 -0.0901457456
## 1929 1.832042e-01 0.0507832068 -1.369397e-02 1.357537e-01 0.1258741068
## 1930 -1.594342e-01 0.1856448015 -1.116385e-01 8.310402e-02 -0.1121360269
## 1931 -1.793659e-01 -0.1143972530 -6.669896e-02 -2.466231e-01 0.0171420308
## 1932 2.652546e-01 -0.0240235637 -1.086615e-02 1.380791e-01 -0.0726569950
## 1933 -4.132825e-02 -0.1248073978 7.453961e-02 -7.636727e-02 0.1911456736
## 1934 3.166665e-02 0.0660045561 4.956458e-02 -1.916185e-01 -0.1348146489
## 1935 -7.024822e-02 0.0075576179 -3.869809e-02 -1.977854e-01 -0.0203970813
## 1936 7.459217e-02 -0.2704735698 2.512627e-02 -5.894504e-02 0.0519300056
## 1937 1.805756e-01 0.1099925417 1.589590e-01 -1.590992e-01 0.0506619377
## 1938 8.523475e-02 -0.1182142542 5.303151e-02 1.854235e-01 -0.0064297104
## 1939 -2.523641e-01 -0.0819535345 -1.092956e-01 1.168345e-01 0.0458765597
## 1940 1.054287e-01 0.0959069154 1.182139e-01 3.826851e-02 -0.0925653563
## 1941 -1.699823e-01 -0.1125530768 -1.683361e-03 -1.014765e-01 0.0709838012
## 1942 4.948590e-02 -0.0258971706 -1.145684e-01 4.901390e-03 -0.1960881146
## 1943 2.247144e-01 -0.0942607197 -1.003520e-01 -6.665753e-02 -0.0212253501
## 1944 1.987030e-01 -0.1025185304 1.897038e-01 -5.138454e-02 0.1948881172
## 1945 1.598894e-01 0.0973405742 2.393659e-01 9.490778e-02 0.0528473741
## 1946 1.186210e-01 0.0940289009 -1.430989e-01 6.687997e-02 0.0072684025
## 1947 1.330731e-01 -0.1326877661 1.485543e-01 -3.173266e-01 -0.0006441522
## 1948 3.705658e-02 -0.1153974660 1.723185e-01 -9.437898e-04 0.1199810383
## 1949 -1.871887e-01 0.0016321996 -1.401874e-03 2.604007e-01 0.0045743874
## 1950 -2.831265e-01 0.1854467048 3.078424e-01 7.719804e-02 0.1445777098
## 1951 2.928122e-01 0.1662285715 -1.405053e-01 -3.284035e-01 0.1123840388
## 1952 6.831445e-01 -0.6615469278 2.049000e-01 -3.905685e-02 -0.0817035858
## 1953 -1.781270e-01 0.0947992691 2.336804e-01 1.555023e-01 -0.0584008244
## 1954 3.349082e-01 -0.1340733231 -2.315548e-01 1.386766e-01 0.2048807910
## 1955 -3.435880e-01 0.2436751971 1.703858e-01 -2.428703e-01 -0.0313417815
## 1956 -4.473609e-01 0.1838883310 -5.434613e-01 -5.668385e-02 0.1668725749
## 1957 -7.312334e-01 0.2416959110 -4.655752e-01 2.101055e-01 -0.0382683563
## 1958 3.014066e-01 -0.2865342887 1.700866e-01 -5.430174e-01 -0.3299164578
## 1959 6.380992e-01 -0.6917587351 2.909260e-01 -8.459065e-01 -0.1622283598
## 1960 2.329185e-01 0.1441280102 5.003155e-04 9.200299e-02 0.0307035205
## 1961 3.250911e-01 -0.0440747210 9.861348e-02 1.711925e-01 -0.1495357259
## 1962 3.177641e-01 -0.0511356303 1.309820e-01 -1.988378e-01 0.1415000768
## 1963 -5.130731e-01 0.2386181546 4.515992e-02 -1.787725e-01 0.3965091248
## 1964 5.735293e-01 0.3533762468 -2.005145e-01 -7.345306e-02 -0.0088222005
## 1965 1.157225e-02 0.0593550856 6.305131e-02 -6.014500e-02 0.1397635118
## 1966 1.716219e-01 -0.1058827704 -3.794458e-01 -1.463640e-01 -0.3706628907
## 1967 -1.428342e-01 -0.2133270490 -5.200377e-02 2.335031e-01 0.2120583552
## 1968 -1.004781e-01 0.0954167215 4.545443e-01 7.415145e-02 0.1682223474
## 1969 5.551800e-02 -0.2108378313 1.473513e-01 -4.700614e-02 -0.3087321579
## 1970 1.363626e-01 0.1818087275 -2.435258e-01 2.063253e-01 0.0611923141
## 1971 1.592042e-01 0.1413085891 2.228169e-01 2.495175e-01 -0.2022497505
## 1972 -1.565504e-01 -0.1698706660 3.021844e-01 -1.080172e-01 0.0945388913
## 1973 -1.206449e-01 -0.1348610288 4.095988e-02 -1.928817e-02 -0.1180718665
## 1974 1.915300e-01 0.2314296708 -2.258937e-01 5.966792e-02 0.0267113321
## 1975 -8.953321e-02 -0.2021948688 -3.019886e-02 5.000955e-03 0.1443993122
## 1976 1.556110e-01 0.1619428813 7.057540e-02 2.946537e-01 -0.1840762320
## 1977 3.049261e-02 -0.3364887415 -2.330572e-01 -1.218025e-01 0.1716078063
## 1978 8.208331e-02 0.0863644978 2.560939e-02 -1.530093e-02 -0.0584355262
## 1979 1.311950e-01 0.2151863804 6.859065e-02 1.565040e-01 -0.0032893204
## 1980 9.300177e-02 -0.2591370324 1.711495e-01 1.831742e-01 0.1766970888
## 1981 4.982443e-02 0.0121245553 -5.273434e-02 7.252345e-02 0.1161435439
## 1982 1.708181e-01 -0.2869114347 7.176405e-02 6.605079e-02 0.0818344228
## 1983 -4.908986e-02 0.1292655600 -1.415169e-01 -6.186916e-02 -0.0717032604
## 1984 -1.981318e-01 0.0504834831 -1.635324e-01 1.779698e-01 0.1406386278
## 1985 3.129012e-02 -0.0568039097 2.604003e-01 1.885247e-02 -0.1293546717
## 1986 1.736025e-01 -0.0201511882 5.967168e-02 -1.103401e-01 0.1068137781
## 1987 -1.241419e-01 -0.2273706032 -1.424217e-02 -4.230892e-02 -0.1471570336
## 1988 8.281388e-02 0.1239159927 -2.391936e-01 1.234298e-01 0.2381562688
## 1989 6.415734e-02 0.0484391698 2.254288e-02 -1.231015e-01 -0.0457608563
## 1990 -7.079452e-02 0.2940702106 4.399130e-02 1.172810e-01 -0.0852587695
## 1991 -2.783940e-01 -0.1186307102 1.712032e-02 -7.166014e-02 -0.0506251755
## 1992 2.469373e-01 -0.1697355565 1.743052e-02 -3.685383e-02 0.2082366166
## 1993 1.555724e-02 0.0929893896 1.147878e-01 1.635307e-02 -0.0406596962
## 1994 6.060324e-02 0.1084832581 6.214984e-02 2.408058e-02 -0.0029529334
## 1995 4.813113e-02 -0.0073166412 -9.864070e-02 -1.121514e-01 0.0411645995
## 1996 -4.804163e-02 -0.1121862210 -1.160684e-01 -2.035347e-02 0.0686371273
## 1997 -9.753921e-02 0.1214195105 -2.194167e-01 5.227661e-02 -0.0088361664
## 1998 -1.406230e-01 0.1494180198 -6.909380e-02 -2.011847e-02 -0.2265281043
## 1999 7.969999e-02 -0.2881015258 1.505225e-01 7.733151e-02 0.0546833204
## 2000 1.438548e-01 -0.0081691721 1.526716e-01 -1.448853e-02 0.0345010515
## 2001 3.461208e-02 -0.0907930498 2.558706e-01 7.094609e-02 0.0495963253
## 2002 -1.220949e-01 0.0116707048 3.039677e-01 2.201534e-01 -0.0323448381
## 2003 -2.467404e-01 -0.0819518799 1.250761e-01 -1.618024e-01 0.1262188876
## 2004 5.802678e-02 0.0172384631 -7.389763e-02 1.924282e-02 0.0478814295
## 2005 3.572954e-01 -0.1972566342 -2.298698e-01 2.484466e-01 0.1834537131
## 2006 1.151507e-01 -0.4104167935 -2.904884e-02 6.880306e-02 0.0621359421
## 2007 -1.475597e-01 0.2915151347 -2.928059e-01 -2.961151e-01 -0.3968920607
## 2008 1.477041e-01 0.5542094787 -1.401021e-01 -6.167831e-01 -0.4103180675
## 2009 -1.165256e-01 0.2933960569 -5.886219e-02 -1.695217e-01 -0.1876187550
## 2010 1.660845e-01 -0.3910564083 6.401302e-02 -6.442309e-02 0.6288488628
## 2011 5.143428e-01 0.0857036886 3.859902e-01 4.092555e-01 -0.2834562325
## 2012 9.088895e-02 0.6035176292 -1.651984e-01 3.769628e-02 0.1211645834
## 2013 -2.030111e-01 -0.1348832912 -3.399654e-02 -1.078979e-01 0.1169563351
## 2014 1.399001e-01 -0.0929681527 -3.373078e-01 -2.007016e-01 0.0137820991
## 2015 -1.185747e-01 -0.1658818334 6.250895e-02 4.048942e-01 0.1623099137
## 2016 -1.704857e-01 0.1956551982 4.568499e-01 1.221949e-01 0.0185930558
## 2017 -2.873799e-02 -0.0082595404 8.877574e-04 -3.816871e-01 -0.0277230017
## 2018 1.182835e-01 0.2199970367 -4.308079e-02 3.204503e-01 0.2553534523
## 2019 -1.281379e-01 0.0657193440 1.314446e-02 -2.545211e-01 -0.0215443475
## 2020 -5.400375e-02 -0.1150755475 -4.578071e-02 -7.330493e-02 0.0179238119
## 2021 4.081743e-02 0.0926246305 -1.148617e-01 2.241699e-01 -0.0867878102
## 2022 1.328957e-01 -0.1541584536 -5.112539e-02 -4.292201e-02 0.1534081495
## 2023 1.923091e-01 -0.1969864700 -1.175591e-01 2.537581e-02 -0.0866464278
## 2024 -1.499406e-02 0.1608384304 3.559794e-02 8.320059e-02 0.0840167550
## 2025 -3.896928e-02 -0.2037464775 -1.288165e-01 -5.414087e-02 -0.1328690917
## 2026 8.465032e-03 -0.1139615137 1.615632e-01 -1.362282e-01 -0.2005457203
## 2027 5.808815e-02 -0.0858016296 -5.708910e-02 3.272676e-02 0.0859146340
## 2028 -6.464626e-02 -0.0588453619 -6.364845e-02 -5.506177e-02 0.0735209640
## 2029 1.016981e-01 -0.0252401827 2.313276e-02 8.842748e-02 0.1602339770
## 2030 -1.561876e-01 0.2003509566 5.991351e-03 -9.697966e-02 -0.1802766207
## 2031 2.563158e-02 -0.0839504426 -6.284360e-02 -1.335967e-01 0.1281581308
## 2032 2.937825e-02 -0.2540825301 -1.829814e-02 -2.191976e-01 -0.0013767618
## 2033 2.914864e-01 0.1465084312 -1.778353e-01 1.805980e-01 0.0654937844
## 2034 -1.338567e-01 -0.0608503542 5.769504e-02 -1.566597e-01 -0.0418076584
## 2035 -5.575688e-02 0.0152145473 -8.479733e-02 -1.576887e-01 0.0345993004
## 2036 6.688351e-02 -0.2414168853 1.586488e-01 1.248662e-01 0.0815814552
## 2037 2.119096e-02 0.0263170665 -2.908352e-02 -2.387311e-01 0.0729620926
## 2038 -1.701921e-01 0.1851898713 -2.123875e-02 1.387161e-01 -0.1005622312
## 2039 1.470435e-01 -0.0950799737 -1.440924e-01 -7.108750e-02 -0.1328747237
## 2040 1.697008e-01 -0.1485474211 -8.273528e-02 1.018359e-01 0.1611078211
## 2041 5.949172e-02 -0.1170517170 -1.605733e-01 -5.316057e-02 -0.0499914624
## 2042 -8.330492e-03 -0.0736699035 -6.788986e-02 -1.166780e-01 -0.0313542040
## 2043 7.821159e-02 -0.0996275593 -2.003600e-01 -6.717263e-02 0.0415255098
## 2044 3.811573e-02 -0.0597486639 1.185082e-01 1.967678e-01 -0.1300645094
## 2045 -5.433368e-03 -0.0664566751 -1.585097e-01 -9.807090e-02 -0.1432646805
## 2046 2.199562e-01 0.1254373010 3.510348e-02 -1.987527e-01 0.0447213786
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## 2060 5.399366e-01 0.2544217971 -1.635102e-01 8.223295e-02 -0.0495155986
## 2061 3.972253e-01 0.6856037993 2.580664e-01 3.598553e-01 -0.1316319266
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## 2064 2.376146e-02 0.0662582147 -3.503028e-01 -8.820254e-02 0.0143093661
## 2065 -1.445018e-01 0.0246632481 1.551928e-01 7.281378e-02 0.2650266745
## 2066 1.245527e-02 0.0008236079 3.341038e-01 5.524954e-03 0.0094170605
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## 2068 1.013085e-01 -0.2546175024 -2.950555e-01 7.579075e-02 0.0745222353
## 2069 1.870844e-01 0.2217311251 6.040139e-02 1.171338e-01 -0.0404817762
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## 2075 1.351301e-01 0.0611123317 3.392283e-02 3.105007e-02 -0.0510757614
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## 2081 5.540277e-02 0.0649444051 2.094564e-02 9.339349e-02 0.1306450357
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## 2083 -1.114795e-01 0.1981286019 -5.198016e-02 3.837483e-02 0.1031922141
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## 2091 4.050301e-01 0.2195514820 -1.828728e-01 -9.948679e-02 0.2070910067
## 2092 -3.820697e-01 -0.1425617736 -1.363444e-01 7.366914e-03 0.0745398200
## 2093 1.977356e-02 -0.0973499131 -1.777891e-01 4.752695e-02 -0.0301331166
## 2094 5.422679e-02 -0.3729621849 6.509817e-02 4.362132e-02 -0.1639439919
## 2095 1.681786e-01 -0.0487867815 1.673537e-01 3.168268e-02 0.0047980408
## 2096 -2.569463e-01 0.1376678713 1.310169e-01 2.535023e-01 -0.2560818534
## 2097 -4.058619e-01 -0.1742739043 2.999057e-01 -7.144848e-02 0.1346794104
## 2098 -6.206019e-02 0.1639050756 2.372577e-01 -3.544690e-02 -0.1105519331
## 2099 6.777478e-02 -0.8789006516 8.779244e-02 2.213748e-02 0.0169262106
## 2100 7.328878e-02 -0.1647819284 -4.126856e-01 6.978545e-01 0.5352489229
## 2101 -8.769611e-02 0.2645871041 -1.181170e-01 -2.436549e-01 -0.0217598888
## 2102 -6.894822e-02 0.4507722038 -1.569596e-01 9.301153e-02 -0.3084659453
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## 2107 1.917361e-01 -0.1398825548 -1.221500e-01 2.954240e-01 -0.0632565994
## 2108 1.390760e-01 0.4521374525 1.885861e-01 -4.376188e-03 -0.0208648061
## 2109 -2.920672e-01 -0.6545020321 2.537115e-01 6.284058e-02 0.2383461827
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## 2111 -2.415781e-02 -0.0506063788 -1.523297e-01 7.899873e-02 0.2075293950
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## 2113 5.500073e-02 0.2203861500 1.254702e-01 1.270432e-01 0.0186019241
## 2114 4.232732e-03 -0.0844519532 1.433971e-01 -1.394259e-01 0.0980333414
## 2115 -6.853301e-03 0.0706764872 -7.326469e-02 -2.079988e-03 0.2670576126
## 2116 1.154743e-01 -0.1794215873 -9.353178e-02 2.611596e-02 -0.1856258798
## 2117 6.504868e-02 0.2536037761 -5.258351e-02 -4.232577e-02 0.0829891778
## 2118 9.045066e-02 0.0725113099 2.508493e-03 -4.837173e-02 -0.2205748814
## 2119 5.104076e-02 -0.0784473813 1.824471e-01 7.430081e-02 0.1275621426
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## 2122 1.371115e-01 -0.0674578064 6.002666e-02 -6.594546e-02 -0.1138361362
## 2123 -8.073025e-02 -0.0157449549 -2.312734e-02 1.021629e-01 0.2110483757
## 2124 -1.082999e-01 0.0728787953 7.495098e-02 -2.527255e-01 -0.0121787772
## 2125 1.585114e-01 0.0986162226 1.542508e-01 9.363546e-03 0.0469243454
## 2126 -3.336604e-02 -0.1887732335 4.400264e-02 7.225977e-03 -0.0567085253
## 2127 -2.276415e-02 -0.0264616298 6.798713e-02 -1.072536e-01 0.1436980120
## 2128 -9.049698e-02 0.1179681479 3.305217e-02 -7.829179e-02 -0.1049842913
## 2129 -3.447574e-02 -0.2311441453 -5.817499e-02 8.578675e-02 0.1244452440
## 2130 3.515127e-01 -0.0229494118 6.899331e-02 -7.996405e-02 -0.0034030525
## 2131 -1.457537e-01 0.0682277546 2.129547e-01 1.309199e-01 0.1294451967
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## 2133 1.522665e-02 -0.0411449016 -7.755265e-02 -7.362567e-02 0.0685969097
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## 2144 -2.155016e-01 0.0554249479 -1.818274e-02 -2.199178e-01 0.1475517721
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## 2147 7.941975e-02 0.3562146227 4.240296e-01 -4.168316e-02 0.0075584613
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## 2152 -1.923929e-02 0.4081618382 -3.174890e-01 -1.316823e-01 0.0823604506
## 2153 2.135300e-02 0.2234071290 -6.124388e-02 -1.545752e-01 -0.1960646799
## 2154 1.160959e-01 0.0657598238 1.530461e-01 2.780606e-03 -0.1246212937
## 2155 -2.213294e-02 -0.2157976715 -2.557884e-01 1.127444e-01 0.2110484200
## 2156 5.724651e-02 0.0877612748 1.620195e-01 3.168293e-02 -0.3402748584
## 2157 1.859398e-01 0.5476593681 7.524321e-02 3.846710e-02 -0.0325488390
## 2158 1.110923e-01 0.2569835522 1.445773e-01 -1.792251e-01 0.2867938821
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## 2161 -2.094812e-02 0.3932706478 -9.035053e-02 2.173126e-02 0.3868115121
## 2162 1.016161e-01 0.1976453938 7.609764e-02 -1.561887e-01 0.0788709876
## 2163 4.921968e-02 0.1136955791 2.264010e-02 1.973862e-01 -0.0020539346
## 2164 1.426425e-02 0.0178425294 1.845548e-01 1.401135e-01 0.0004833486
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## 2167 1.661416e-01 0.0511152617 7.499140e-02 1.540598e-01 -0.1126493355
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## 2174 5.027264e-02 -0.0990632477 2.850778e-03 -7.715771e-02 0.0786854558
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## 2176 1.488036e-01 0.1778803349 -3.705193e-01 1.621459e-01 0.1929054491
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## 2180 -6.770984e-02 -0.1623673511 6.433751e-02 -5.981912e-02 0.0020217757
## 2181 1.655973e-01 0.0495551544 2.121964e-01 9.583930e-02 -0.0502445262
## 2182 1.004136e-01 0.1693918526 -5.836074e-02 7.137409e-02 0.1824165696
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## 2200 1.422800e-01 0.2802110651 -1.322266e-01 -8.802658e-02 0.1756538771
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## 2202 4.253979e-02 0.1558650436 7.180302e-02 -5.388234e-02 0.0649048168
## 2203 1.679622e-02 0.0008683761 -2.804792e-01 -1.455843e-01 0.2207915858
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## 2207 2.133371e-01 0.1476236121 2.462595e-01 4.321998e-01 -0.3644532603
## 2208 4.102699e-02 0.4579917572 4.096312e-02 -1.370842e-01 -0.0627093932
## 2209 -9.669451e-02 0.1235368413 2.356515e-01 -3.707556e-02 0.0544026345
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## 2213 1.819502e-01 0.0825083611 1.475845e-01 6.510165e-02 0.0013547805
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## 2215 2.161024e-01 0.1263003360 6.077990e-02 -9.966610e-02 0.0272477048
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## 2217 -3.675138e-01 -0.3631675122 -1.885253e-01 1.039230e-01 0.0022444963
## 2218 2.393340e-02 -0.1620980214 8.626036e-02 -9.703979e-03 0.2069483456
## 2219 -6.199425e-02 0.2340413825 9.282068e-02 -8.944158e-02 -0.0292346936
## 2220 1.061371e-01 -0.1499446370 -2.880570e-01 -7.627169e-02 -0.3184474550
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## 2223 -4.690418e-03 -0.0943953156 2.499847e-02 -4.948796e-03 0.0074248863
## 2224 2.016417e-01 -0.1533396964 2.291813e-02 -1.816138e-01 -0.0671938968
## 2225 3.541551e-02 -0.2834662171 1.429936e-01 9.829222e-02 -0.1094478128
## 2226 1.215523e-01 0.1315722292 9.325433e-02 1.102207e-01 0.1135169307
## 2227 -1.672890e-02 0.2210035785 4.493750e-03 -1.317552e-01 -0.0761285819
## 2228 -2.753420e-01 -0.0840876167 6.920622e-02 1.340335e-01 -0.1115650480
## 2229 -1.694664e-01 0.1926952400 2.751219e-01 -1.031107e-01 0.1215427822
## 2230 3.603813e-01 -0.3678251788 2.070632e-01 1.587822e-01 0.1336656409
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## 2240 -6.615617e-02 0.3149476390 -1.220103e-01 1.834685e-01 -0.2659097020
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## 2243 1.379263e-01 -0.0033334088 4.349826e-02 1.843429e-02 -0.1005453448
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## 2246 3.173405e-01 -0.0993983724 -1.585840e-01 -2.142350e-01 -0.0897884818
## 2247 4.043958e-01 -0.3132454734 8.525757e-02 2.221703e-01 -0.0502411395
## 2248 4.868838e-02 0.4780270094 -1.161673e-01 -2.180703e-01 0.3079370314
## 2249 6.636432e-02 0.0714204853 -3.668897e-02 2.642499e-02 -0.0861008297
## 2250 1.323759e-01 -0.2791602306 -5.228102e-02 -1.413835e-01 0.0873232062
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## 2252 -4.736965e-02 -0.2017019479 -9.497414e-02 -4.231296e-02 0.1022697921
## 2253 1.525763e-01 -0.0967801363 1.325719e-01 7.323701e-02 -0.0672840259
## 2254 -1.978895e-01 -0.0211006822 2.269352e-01 5.224836e-02 0.1973275218
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## 2256 9.018654e-02 0.2717778705 -4.380600e-02 8.998135e-02 -0.0413992988
## 2257 -2.815494e-01 -0.5385555415 3.879130e-01 -1.480171e-02 0.2825435524
## 2258 6.934860e-02 0.3517526042 9.215902e-02 -7.480449e-02 0.2187319747
## 2259 3.711372e-02 0.1079425601 2.337354e-01 5.350825e-02 0.0175689769
## 2260 -2.489682e-01 -0.0681317054 3.673039e-02 5.135651e-02 0.1208756022
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## 2262 1.265955e-01 0.1214163650 -1.944291e-01 1.567674e-01 0.1455403505
## 2263 -6.585108e-02 -0.0721780891 4.647957e-03 6.080281e-02 -0.0854425564
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## 2265 -1.137414e-01 -0.2811681244 -1.881932e-01 3.832070e-01 0.1599246668
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## 2267 3.100017e-02 0.1201589893 2.608229e-02 -6.534686e-02 -0.1900047012
## 2268 3.806554e-02 -0.2400610622 -3.173991e-01 -9.803091e-02 -0.0499174293
## 2269 8.091321e-02 -0.1679740310 -1.673450e-01 4.159250e-01 -0.0195230779
## 2270 2.144663e-01 0.0870057655 -2.088677e-01 -1.280555e-02 -0.0177984062
## 2271 -8.754141e-02 -0.0373745275 1.758196e-01 7.773716e-02 -0.1122136793
## 2272 7.711792e-03 0.0246661155 2.376624e-02 1.070605e-01 0.0704295673
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## 2274 -1.547854e-01 0.1113534136 1.073924e-01 -1.613707e-01 0.1280063862
## 2275 -7.630939e-02 -0.2117237565 5.360870e-02 -1.464755e-01 0.2659291925
## 2276 2.945973e-01 0.0050898681 1.517585e-01 -5.232493e-02 0.0000423541
## 2277 -1.623630e-02 -0.1804463990 3.425555e-02 4.504910e-02 0.1385448408
## 2278 2.876849e-02 0.1845815538 -1.936545e-01 1.896852e-01 -0.0759513661
## 2279 -2.376073e-01 -0.1985973365 -2.711544e-01 1.448218e-01 0.2149719685
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## 2281 5.859316e-02 -0.0056323301 -7.986310e-02 2.032450e-01 0.1493302176
## 2282 8.453233e-02 0.1890479840 1.343325e-01 -7.025427e-02 -0.2156612176
## 2283 1.490462e-01 -0.1545365850 -4.463002e-01 -3.340352e-02 -0.0022177080
## 2284 -2.116212e-02 -0.0122974345 -5.177633e-01 1.019067e-01 0.2949204554
## 2285 1.080674e-01 0.0289822919 -2.013480e-01 3.588122e-02 -0.2947368197
## 2286 1.925947e-02 -0.1517381232 -2.968277e-01 1.646939e-03 -0.0384942580
## 2287 -1.647355e-01 -0.0043619511 -4.787110e-02 -6.616826e-02 0.1080978086
## 2288 1.371549e-01 0.1919678711 2.367808e-01 -5.593618e-02 0.0862982355
## 2289 1.793739e-01 -0.1932466587 6.413689e-02 5.341597e-02 -0.0716379040
## 2290 -8.215381e-02 -0.3128786338 1.088115e-01 9.863023e-02 -0.0407631938
## 2291 6.662890e-02 0.2297956116 3.418739e-01 -1.311548e-01 0.2646734696
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## 2293 -1.765650e-01 0.1437800274 -4.311755e-02 -2.656883e-01 0.3354284931
## 2294 7.118233e-02 -0.3638654690 -2.122498e-01 1.695285e-01 -0.1129119097
## 2295 -2.232096e-02 0.1551266577 -4.267285e-02 -1.264830e-01 0.0399123448
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## 2297 1.080101e-01 -0.1468034224 -4.059369e-02 -3.936616e-03 0.1863290907
## 2298 -8.485044e-02 0.2283696992 2.385756e-01 1.265982e-01 -0.0383607655
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## 2300 -4.216461e-02 -0.3023197739 -9.589719e-02 -5.834660e-02 0.0919903019
## 2301 7.178680e-02 0.0316060953 7.648257e-02 7.632967e-02 0.0196621885
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## 2303 -1.390301e-01 -0.0508885782 4.216618e-02 1.464392e-02 0.0926723346
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## 2305 1.677360e-01 0.0489323767 -3.317575e-01 -1.616224e-01 -0.0165276842
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## 2308 -1.088726e-02 0.1205605021 -9.122591e-02 2.366873e-01 0.0830569957
## 2309 -1.992196e-02 -0.2453651600 -8.675918e-02 1.422722e-02 0.0523598313
## 2310 -4.593734e-02 0.0626634731 2.762110e-02 8.739386e-02 -0.1017435108
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## 2313 1.830483e-01 0.1738583434 -4.888641e-02 3.318127e-03 0.2898359582
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## 2318 1.196910e-01 -0.2337271203 -2.225006e-01 -1.082661e-01 0.3384419092
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## 2325 1.222098e-01 0.1237865316 1.237109e-01 9.010467e-02 -0.0395027304
## 2326 1.634362e-01 -0.1037223970 5.631850e-02 1.013500e-01 0.1877312460
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## 2328 6.687418e-02 0.2713480592 2.975434e-02 5.336198e-02 0.0334509559
## 2329 -1.106450e-01 0.0259916162 -1.891609e-01 1.725415e-02 0.0084902059
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## 2337 9.274017e-02 0.2051358342 2.062484e-01 3.894243e-02 0.0169842082
## 2338 -2.292171e-01 -0.0325681680 8.922856e-02 -1.936934e-01 0.1437782550
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## 2344 1.304353e-01 0.2316310592 6.180501e-02 1.927233e-02 0.1265256533
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## 2363 -1.961550e-01 -0.6224684880 8.422732e-02 -7.525438e-02 -0.2101556736
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## 2381 4.995081e-02 0.0517286455 1.766621e-02 1.946411e-01 0.2022066739
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## 2383 1.097712e-01 0.0539157386 -3.613726e-01 1.435475e-01 0.0556434655
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## 2385 -1.616463e-02 0.1003061662 2.091415e-01 5.450767e-02 0.0528916270
## 2386 2.150992e-01 -0.0233311476 5.890852e-01 1.384722e-01 0.0082357956
## 2387 1.262823e-01 0.2605978052 -9.499532e-02 1.514059e-02 0.0968786338
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## 2400 1.979218e-01 0.0084853957 1.881673e-02 9.528886e-02 0.0026723968
## 2401 4.090314e-02 0.2625969201 2.484070e-02 -7.269901e-02 -0.1443813478
## 2402 -4.372601e-01 -0.2387375411 3.060247e-01 9.895093e-02 0.2823782562
## 2403 1.175038e-01 0.1343277091 4.782999e-01 -2.042366e-01 0.0128953724
## 2404 7.513411e-03 0.0271158921 3.209368e-02 1.809211e-02 -0.0627676639
## 2405 3.484930e-01 0.1884374082 -1.920873e-02 1.066859e-01 -0.0894258928
## 2406 1.908163e-01 -0.0109514199 -1.648055e-01 7.346122e-02 -0.0817624218
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## 2408 3.683364e-01 -0.0265396837 -3.489718e-02 3.160650e-01 0.2215063243
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## 2419 1.234923e-01 -0.0773235615 -3.501982e-02 1.430898e-01 0.1613978062
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## 2422 7.086977e-02 0.0792363053 -1.075500e-01 -2.278946e-01 0.1066643476
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## 2479 8.216369e-02 0.1104591092 9.521002e-02 -9.823119e-03 0.0173810387
## 2480 -4.487444e-03 0.2262025058 5.624730e-01 1.700133e-01 0.1863512166
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## 2493 3.591874e-02 0.1928769457 -5.057088e-02 1.730804e-01 -0.0344765071
## 2494 5.477540e-02 -0.2258504813 3.837868e-01 1.848182e-03 0.0469464640
## 2495 1.268620e-01 0.0645418827 6.013730e-03 2.133492e-01 -0.1137494438
## 2496 -1.677323e-01 -0.0020116796 -7.309994e-02 -1.303794e-01 0.1140703149
## 2497 3.570993e-02 0.2951783373 2.034815e-01 -2.737611e-01 -0.2482710847
## 2498 -2.746566e-01 -0.0708581219 -3.100687e-01 2.348725e-01 -0.1662152681
## 2499 2.140446e-03 -0.1032084938 -6.067496e-02 2.349797e-01 0.2193300197
## 2500 2.624207e-01 0.3320355510 -1.702791e-01 3.758126e-01 -0.1366777427
## 2501 9.264428e-02 -0.1380474443 -2.084713e-01 3.121449e-01 0.2502126707
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## 2503 -1.696363e-01 -0.0396714643 9.286632e-02 -8.300723e-02 -0.2437642911
## 2504 3.909447e-01 0.1118479125 4.405105e-02 -5.383477e-02 0.0570564679
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## 2506 -3.591164e-02 0.0652149883 -1.254494e-01 -2.119387e-01 0.1863192514
## 2507 2.593448e-01 0.0425921561 1.394038e-01 2.334694e-01 -0.0591965447
## 2508 -1.406107e-01 0.1137624107 9.636565e-02 -3.933751e-02 0.0556340627
## 2509 -2.232037e-01 -0.1096283154 1.237017e-02 -7.417775e-02 0.2447554728
## 2510 2.337487e-01 -0.0823769026 3.807131e-02 -1.196639e-01 0.0896842803
## 2511 6.686139e-01 0.2300477912 -4.200570e-02 1.392412e-01 -0.1142655669
## 2512 2.631873e-01 0.1369934410 -2.430235e-02 1.960356e-01 0.0958577904
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## 2514 1.984167e-01 0.0413802066 3.159051e-01 -2.204888e-01 0.0422320337
## 2515 8.190835e-02 -0.3195259622 1.070432e-01 1.052638e-01 0.0642401449
## 2516 3.384332e-02 0.2816220928 -1.222937e-01 3.004452e-02 0.1886342289
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## 2519 1.829331e-01 0.4065363431 -1.323401e-01 7.945243e-02 0.2826077623
## 2520 -8.634995e-02 -0.0405483952 -5.188228e-02 7.601363e-02 -0.2843092004
## 2521 1.353382e-01 -0.3499007438 3.996042e-02 -8.526059e-02 0.1885808084
## 2522 3.104732e-01 0.0866175977 -3.365945e-01 -2.400074e-01 0.2379116958
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## 2529 2.617026e-01 0.1189266178 -7.821760e-02 1.581245e-01 0.1554668968
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## 2541 3.063270e-01 -0.2591573652 1.656488e-01 1.968649e-01 0.1364288071
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## 2544 6.637017e-02 0.0150016539 3.321791e-01 -2.653927e-01 0.0519513700
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## 2547 -9.242100e-02 0.0958434818 -8.480634e-02 3.893672e-01 0.1761240928
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## 2551 5.608013e-02 -0.1947369857 -2.710078e-02 5.118573e-02 0.0127004335
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## 2554 -2.762039e-02 0.0052840817 6.124991e-02 8.365573e-02 0.0953266117
## 2555 1.490031e-01 0.0886812334 2.439772e-01 -3.781634e-02 -0.0978589886
## 2556 2.350224e-02 -0.0766414843 -2.785732e-02 -9.145703e-02 -0.1463244542
## 2557 6.073120e-02 0.0827370350 -1.982205e-01 1.219315e-01 0.2336622861
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## 2559 1.305657e-01 -0.3119013301 5.503317e-03 -4.654026e-01 -0.2149378897
## 2560 2.409597e-01 0.2540067370 -1.634628e-02 3.194228e-01 0.0242835001
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## 2563 9.567074e-03 0.0813046182 3.515586e-01 -4.866586e-03 -0.1535312036
## 2564 6.327377e-02 -0.0897647734 1.180277e-01 1.696011e-01 -0.1449675809
## 2565 -4.931741e-04 0.1336643626 -2.279303e-01 -1.496893e-01 0.1164822294
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## 2572 2.006806e-01 0.0595452110 1.555441e-01 2.779918e-01 -0.1581143765
## 2573 -1.027255e-02 0.0981681218 1.809908e-01 7.409811e-02 0.0783849975
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## 2580 6.452470e-02 0.0846451247 1.004090e-01 -7.448803e-02 0.1075156189
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## 2582 1.919990e-01 0.0733081397 -2.063995e-01 -6.568360e-02 -0.1509011914
## 2583 9.861128e-03 0.1191204629 -8.757425e-02 -2.039117e-01 0.1974918985
## 2584 1.166486e-01 -0.2197733864 -1.070017e-01 1.001205e-01 -0.0106137293
## 2585 4.358680e-02 -0.0056924511 -4.360547e-01 -7.946595e-02 -0.1298587266
## 2586 -3.627427e-02 -0.0387577648 7.830108e-02 -9.056697e-02 -0.2667681154
## 2587 1.857971e-01 -0.1121415166 1.330946e-01 2.033008e-01 0.0269471815
## 2588 1.674591e-01 0.1465273861 7.476058e-03 1.111774e-01 0.3534193905
## 2589 4.076287e-02 -0.0815764788 7.089803e-02 5.594084e-03 -0.1315699145
## 2590 -1.790134e-01 -0.0638103378 -6.283502e-02 -3.571765e-01 -0.0609737515
## 2591 -2.532728e-02 -0.0546320815 -1.891472e-01 -1.880659e-01 -0.1685476564
## 2592 9.679268e-03 -0.1209677891 -8.600423e-02 4.256191e-03 0.1641818659
## 2593 -7.556110e-02 -0.2060333931 2.294929e-01 1.879432e-01 -0.0380480311
## 2594 1.160416e-01 0.0197569486 -2.550026e-01 2.571386e-02 0.0640914980
## 2595 1.210305e-02 -0.2388152120 -3.096915e-01 -3.054653e-01 -0.0394512552
## 2596 4.029235e-02 -0.2349861404 -4.558725e-04 -2.027892e-01 -0.4534484432
## 2597 2.540710e-01 0.1410128106 5.983378e-02 2.425038e-01 0.3727386718
## 2598 1.490383e-02 -0.1376040995 -5.265158e-02 7.460635e-02 0.0619449097
## 2599 5.912935e-02 0.3513820507 6.005470e-02 -1.739413e-01 -0.1060100637
## 2600 -3.344644e-02 -0.0486293311 1.506915e-01 -9.101085e-02 0.0902780935
## 2601 1.089862e-01 0.1363655617 6.199103e-02 1.303435e-01 -0.0856519250
## 2602 -4.881113e-02 -0.2506629862 -5.872964e-02 1.414082e-01 0.1403830279
## 2603 -6.509148e-02 0.0095942428 2.675269e-02 9.251012e-02 0.2444946117
## 2604 1.673875e-01 0.0372798000 -1.814770e-01 -1.282821e-01 -0.0208003255
## 2605 2.565623e-01 0.0624325675 -3.054976e-03 -3.003592e-02 0.1086872898
## 2606 -1.209720e-01 0.1041210642 2.685789e-01 7.620961e-02 0.0582655779
## 2607 -1.898047e-01 0.0561102957 1.325755e-01 -1.883532e-02 -0.0633445682
## 2608 2.341629e-01 -0.0505906703 -1.864534e-01 3.193560e-02 -0.2512761571
## 2609 9.818213e-03 -0.0578396181 -2.482301e-01 -1.016992e-01 0.0758955088
## 2610 3.148537e-02 -0.0599043380 -1.880131e-01 -5.413100e-02 0.0168630513
## 2611 2.025603e-01 -0.0764581663 1.090792e-01 -1.750887e-02 -0.0465048911
## 2612 1.645662e-01 0.2883529533 4.002967e-02 1.400117e-01 -0.0999110051
## 2613 -1.938502e-01 -0.1742936102 8.456282e-02 7.021615e-02 0.1405775838
## 2614 1.742813e-02 0.0179609392 2.709513e-01 -3.018466e-02 0.0981670604
## 2615 -3.871566e-03 0.1218373754 1.433032e-01 -3.335852e-01 -0.0294642992
## 2616 -7.563279e-02 0.0395248850 -4.878643e-02 -1.053233e-01 -0.0223634659
## 2617 2.777788e-02 -0.0029379248 -3.494323e-02 -9.649790e-02 0.1896794675
## 2618 -2.931251e-01 -0.2652455171 2.587690e-01 -2.377621e-02 0.1831120029
## 2619 -1.216931e-01 0.3037157201 6.892738e-01 1.638221e-02 0.1447361738
## 2620 8.723104e-02 -0.1093614215 -3.573438e-01 -1.385670e-01 -0.0172968789
## 2621 1.824994e-01 -0.2279149288 -2.631299e-01 3.915024e-02 -0.0311964071
## 2622 -1.179264e-01 -0.0020243472 2.015436e-01 -2.362078e-02 0.0511831779
## 2623 -5.109179e-02 -0.1078173141 3.170839e-02 6.774566e-02 0.2582842182
## 2624 -1.847421e-01 0.3228964422 8.306776e-03 1.281608e-02 -0.0597155588
## 2625 -6.859266e-02 0.0031005139 -7.894340e-02 -2.713284e-01 0.2815928907
## 2626 1.734353e-02 -0.0204380254 -1.929059e-01 1.123792e-01 -0.1606785766
## 2627 -9.057741e-02 -0.2603338775 1.793054e-01 -5.475031e-02 0.0592607052
## 2628 2.097146e-01 0.2299358550 9.243476e-02 9.816456e-02 -0.1444636185
## 2629 1.162165e-02 -0.1725819653 -2.972585e-01 -7.905024e-02 -0.0498142588
## 2630 -2.336156e-02 -0.0661678762 -2.889979e-01 -1.877711e-01 0.0328413929
## 2631 -1.885312e-01 0.1958583799 2.048450e-01 2.752053e-01 -0.0215024063
## 2632 -2.168514e-01 -0.0760539564 1.433531e-01 -2.133963e-01 -0.1215302304
## 2633 1.589242e-01 0.2487263959 1.685724e-01 5.148184e-02 -0.1726856175
## 2634 -1.514783e-01 -0.2139413210 2.035147e-01 -2.334047e-02 0.1146723436
## 2635 -1.440835e-01 -0.1096921072 1.530324e-01 7.212436e-02 -0.1297161111
## 2636 -1.369894e-01 0.1207218852 1.604938e-01 -3.058119e-01 0.0186497135
## 2637 1.966573e-02 -0.0319192635 6.350188e-02 1.936431e-01 -0.2785169263
## 2638 -8.788602e-02 -0.0411153364 -1.005215e-01 -1.530812e-01 0.2102499574
## 2639 8.025684e-02 -0.1970293802 -7.185387e-02 1.433268e-01 -0.0566862908
## 2640 4.093205e-02 0.0742344736 2.914280e-02 3.107770e-02 0.0031740717
## 2641 4.053126e-02 -0.1372214295 -5.480811e-02 2.253092e-03 -0.1067111647
## 2642 -8.108513e-03 0.0719012256 4.774126e-03 2.666955e-02 -0.0747437384
## 2643 -1.772030e-01 0.0957254465 1.296257e-01 1.228361e-01 0.2701810798
## 2644 -1.784506e-01 -0.0139938737 -8.386393e-02 -1.001478e-01 -0.2669434216
## 2645 2.259537e-01 0.0031260918 -2.263895e-01 -8.406158e-02 -0.0593463817
## 2646 1.224311e-01 -0.1229496561 1.602412e-01 -3.059607e-02 0.2561435379
## 2647 1.276501e-01 0.0594517397 -7.345247e-02 -1.785043e-02 -0.0542152376
## 2648 -4.993775e-02 -0.2362397499 -2.704971e-01 -3.150476e-01 -0.2035883249
## 2649 6.593832e-02 -0.2175983845 1.778019e-02 -6.610519e-02 0.0391142612
## 2650 -9.908676e-03 0.1227416947 -7.441557e-02 -1.349700e-01 0.1564531455
## 2651 -6.579230e-03 0.3625234972 -4.279569e-02 3.363273e-02 0.0787328209
## 2652 5.360127e-03 -0.3081199818 -9.345382e-02 3.756860e-02 -0.0550143946
## 2653 1.147055e-01 -0.1266742896 -7.148124e-02 5.020819e-02 -0.0828287553
## 2654 2.243600e-01 -0.1259088990 1.702308e-01 -1.090356e-01 0.2362488172
## 2655 1.320350e-02 0.1050629555 4.422351e-02 -7.328591e-03 -0.1149833079
## 2656 -1.075840e-01 0.1549429678 -9.124391e-02 -3.068650e-02 0.1170883140
## 2657 8.764935e-02 -0.1071142292 -2.224760e-01 1.372839e-01 0.1646298935
## 2658 -3.338770e-03 0.1243830273 -2.152931e-01 1.509272e-01 -0.0852076289
## 2659 5.994387e-01 0.2382311789 -3.247195e-01 1.121249e-01 -0.2739213143
## 2660 -4.326524e-02 0.1056855689 -1.252966e-01 1.223919e-01 0.0375138464
## 2661 -3.786016e-01 -0.2522397066 -2.001381e-01 -1.832958e-02 -0.0558917588
## 2662 -1.103303e-02 0.0794250796 -4.651966e-01 -2.935460e-01 -0.0097433043
## 2663 1.011005e-01 -0.1804515575 3.566082e-01 -1.447534e-01 -0.0688112252
## 2664 3.306583e-02 -0.0192812358 -1.057455e-01 5.687359e-02 0.0321323297
## 2665 -6.524628e-02 -0.0007905434 2.068573e-01 1.200066e-01 -0.1078547366
## 2666 -1.508167e-01 0.0151481663 7.811402e-02 2.031815e-01 0.1262507336
## 2667 3.893431e-02 0.0088998039 9.446608e-02 -2.358928e-01 -0.3439430903
## 2668 1.030153e-01 0.0149294115 1.408582e-01 -6.478808e-02 -0.2002432907
## 2669 1.179075e-02 0.1113905197 6.291064e-03 1.723788e-01 -0.0504468852
## 2670 -3.330453e-01 -0.0381934975 2.079623e-01 -2.798106e-02 0.1044012871
## 2671 -1.171148e-01 -0.1748543176 2.746879e-01 -2.906331e-03 0.0998450355
## 2672 2.728696e-02 0.0685875096 4.250062e-01 -7.823934e-02 0.0133129046
## 2673 -5.453505e-02 0.2233070052 7.248970e-01 1.750935e-01 0.0511579736
## 2674 -1.988957e-01 -0.2379686694 -2.534272e-01 3.145152e-02 -0.1036430329
## 2675 -1.341852e-01 -0.0417302458 1.805359e-02 8.884018e-02 0.0742646036
## 2676 -7.371531e-02 0.2026360040 1.642587e-02 -9.712690e-02 -0.0228667543
## 2677 -1.056653e-01 0.0155414562 1.395842e-01 2.233213e-01 0.0943940047
## 2678 4.951122e-02 0.0516392077 -2.874575e-02 1.504225e-01 0.0202105349
## 2679 -3.578978e-02 0.6123112150 3.354630e-02 1.099299e-01 -0.1319864233
## 2680 7.786279e-02 -0.1081077348 6.319831e-03 -1.027444e-01 0.0464990605
## 2681 -1.516883e-01 -0.0732755213 3.565377e-02 2.195320e-01 -0.0980659530
## 2682 1.604127e-01 -0.0839479570 -1.235566e-01 -6.202318e-02 0.0858139717
## 2683 -9.753750e-02 -0.2982460679 -2.768753e-01 -8.032647e-02 -0.1775974410
## 2684 1.488151e-01 0.2651658643 -3.593839e-01 1.142268e-01 0.0704088858
## 2685 1.642096e-01 0.1167483811 -2.056740e-01 8.220370e-02 -0.0645856277
## 2686 -4.496935e-02 -0.2406446130 1.107717e-01 1.458977e-01 0.1181086142
## 2687 -2.987399e-03 -0.0669140185 1.874024e-01 7.120354e-02 0.0658410486
## 2688 -1.591560e-01 0.2638655468 7.106050e-02 1.645292e-01 -0.0751583795
## 2689 -8.899238e-02 0.1359700517 9.607543e-02 3.403328e-02 0.0038011011
## 2690 1.452411e-01 0.1015624948 2.166349e-01 -4.990185e-03 -0.0417128791
## 2691 -2.848341e-01 0.2375093676 -2.277646e-02 2.537378e-01 -0.0769297845
## 2692 4.035417e-02 -0.4824988234 -1.517358e-01 3.034130e-02 0.0181420386
## 2693 -4.717799e-02 0.2380107492 1.220714e-02 1.245141e-01 0.0888029635
## 2694 -7.520804e-02 0.0603756321 2.878053e-02 -1.348608e-02 -0.0118104748
## 2695 -1.132982e-01 -0.1253694338 -1.666727e-01 -1.029903e-01 0.0082718135
## 2696 7.875753e-02 0.0800555093 1.839718e-01 -9.256953e-02 0.2630667884
## 2697 8.392881e-02 0.2470685551 -1.971228e-01 -1.404180e-01 0.1494791029
## 2698 1.165769e-01 -0.4336547383 -2.889806e-01 -2.656478e-01 -0.1995751229
## 2699 6.651561e-02 -0.0218803709 6.744776e-02 1.244176e-01 0.3382390097
## 2700 2.639732e-01 0.1584078087 1.240969e-01 -2.512327e-02 -0.0155500853
## 2701 2.123190e-01 -0.2476317292 2.296300e-01 2.052662e-01 0.0737002676
## 2702 9.631633e-02 0.1129043304 -2.694490e-01 -9.692761e-02 0.2135961208
## PC21 PC22 PC23 PC24 PC25
## 1 -0.0874374031 -2.277038e-01 4.566921e-02 2.107049e-01 1.625801e-01
## 2 -0.0715957818 -4.914805e-02 -1.193019e-02 -2.041081e-01 2.542008e-01
## 3 -0.0542232921 2.069859e-02 5.872306e-02 -6.302021e-02 -3.491467e-03
## 4 -0.1627321790 -1.438118e-01 -7.906244e-03 1.931569e-02 -3.117368e-02
## 5 -0.0167289340 1.649559e-01 -1.041549e-01 1.506344e-01 -1.615833e-01
## 6 -0.1409247227 3.331244e-02 -2.540918e-01 -7.894830e-02 1.147835e-01
## 7 -0.0530544743 3.835424e-02 -2.303990e-01 1.128399e-01 1.392840e-02
## 8 0.0292191017 -1.955589e-02 -2.064682e-01 -1.106337e-01 3.956101e-02
## 9 -0.0431395449 8.538304e-03 -1.828935e-01 -1.415933e-01 2.038497e-01
## 10 -0.2984074469 5.185166e-02 -1.675879e-02 3.548420e-02 -6.463185e-02
## 11 -0.3367694641 9.458241e-03 1.109499e-01 3.092869e-01 -3.749252e-02
## 12 -0.0854252802 5.628013e-02 3.110410e-01 -4.304501e-02 4.762609e-02
## 13 -0.0712832188 -5.397919e-02 7.756783e-02 -7.365828e-02 1.410396e-02
## 14 -0.1467152010 1.540574e-01 8.188417e-02 3.992127e-02 -9.027417e-02
## 15 -0.4222076161 -4.754255e-02 -8.147611e-02 -6.313757e-02 -7.480597e-02
## 16 -0.2801417913 3.186778e-01 1.086197e-02 1.765091e-01 7.516965e-02
## 17 -0.0101993488 1.660578e-01 1.292435e-01 -1.206936e-01 4.082379e-02
## 18 -0.0291103838 -2.503384e-01 -1.902521e-02 -1.974464e-01 -9.722400e-02
## 19 -0.0599365546 1.110181e-01 1.769392e-02 -1.670004e-01 -1.011295e-01
## 20 0.0851793272 3.225523e-03 -9.380341e-02 -1.787110e-02 6.033109e-02
## 21 0.2962690040 1.682330e-02 6.613265e-02 3.255424e-01 -2.502322e-01
## 22 -0.0481819049 -8.152303e-02 1.434096e-01 1.830647e-01 1.103767e-01
## 23 -0.2840608159 -1.982254e-01 -1.875089e-02 -9.143796e-02 1.875667e-01
## 24 -0.0375804540 1.852076e-01 -5.868014e-01 -1.323951e-01 6.018466e-02
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## 26 0.0164984042 9.363957e-02 -5.807498e-02 -1.157480e-01 6.981353e-03
## 27 0.1151063604 -2.226613e-01 -1.708470e-02 1.196774e-01 1.527118e-01
## 28 0.2450047319 -6.385832e-02 5.741666e-02 -1.393413e-01 2.331568e-01
## 29 0.2302392834 -1.238264e-01 -1.030832e-02 -7.199032e-02 1.093568e-01
## 30 -0.2465468383 -1.852169e-01 -2.825617e-01 5.024951e-02 1.798771e-01
## 31 -0.0829241434 4.748410e-01 -7.608013e-02 -8.264925e-02 2.189558e-01
## 32 0.0192277400 1.269774e-01 2.730411e-02 2.182443e-01 1.218668e-01
## 33 -0.2127386423 -2.370300e-01 1.312957e-01 1.939479e-03 1.347190e-01
## 34 0.0915621145 4.001569e-02 -9.858742e-02 -3.556581e-02 1.011739e-01
## 35 0.1022814273 -8.202960e-03 -1.010271e-01 -1.219831e-01 2.119095e-01
## 36 -0.0661313850 7.615757e-03 4.466933e-03 -1.350174e-01 -4.797794e-02
## 37 -0.1427414346 5.392025e-02 -1.905363e-02 1.706467e-01 1.640269e-01
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## 39 0.0094065711 -3.412811e-01 1.342801e-01 1.730580e-01 1.831506e-01
## 40 -0.1386799778 1.804579e-02 9.268754e-02 -1.944533e-01 2.529582e-01
## 41 0.0648153436 1.833067e-01 1.709803e-01 -1.134027e-01 -1.820764e-02
## 42 0.0152225771 -1.753483e-01 9.875259e-02 -2.847974e-02 1.786210e-01
## 43 0.0723866761 9.166637e-02 6.851899e-03 -1.227014e-01 1.395779e-01
## 44 -0.0678164014 -1.233900e-01 1.847143e-01 -1.927885e-01 2.627289e-01
## 45 -0.3054007773 -2.595262e-01 9.574062e-02 7.776464e-03 -4.561996e-02
## 46 0.0850608479 4.463652e-01 2.037574e-02 1.147028e-01 4.389470e-02
## 47 -0.0675248905 -1.189901e-01 1.567375e-01 7.040477e-02 7.964651e-02
## 48 0.0433391908 -2.388275e-01 7.807612e-03 1.078661e-01 7.281596e-03
## 49 0.0281573582 9.464263e-02 -2.872166e-02 4.924514e-02 -7.780323e-02
## 50 0.0315910746 1.634256e-01 1.677845e-02 -5.372688e-02 -3.372752e-02
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## 54 0.1177420643 3.458309e-02 2.509974e-02 1.667302e-02 -9.100037e-03
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## 57 0.1476278184 2.521633e-01 -8.137428e-02 1.206803e-01 1.317650e-01
## 58 0.0528939561 -2.177988e-01 -3.138963e-02 -2.149256e-01 2.599849e-01
## 59 -0.0505040143 1.289782e-01 8.984629e-02 -5.255970e-02 1.455696e-02
## 60 0.1367887432 -1.015525e-01 -1.403585e-01 -1.660729e-01 -2.317978e-01
## 61 0.3036548721 -1.775588e-01 -9.712657e-02 -3.189433e-02 -1.913533e-01
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## 63 0.0792898406 -1.957477e-01 -1.376463e-02 1.641828e-01 -9.800817e-02
## 64 0.1706184778 7.207281e-02 -1.288175e-01 -8.577635e-02 -1.937375e-01
## 65 0.3773458113 -5.902526e-02 -2.048677e-01 -5.219706e-02 -4.410597e-02
## 66 0.3634580702 3.131187e-02 -2.964184e-02 1.111870e-01 1.493875e-01
## 67 0.1824017239 -1.740391e-01 3.603565e-02 1.104989e-01 1.998141e-01
## 68 -0.0417531966 -2.594759e-01 -1.300215e-01 1.053752e-01 4.819362e-04
## 69 0.1631635541 -1.094043e-02 2.499073e-02 9.076946e-02 2.587881e-01
## 70 0.1405822936 -9.164656e-02 1.194614e-01 8.454012e-02 2.357460e-01
## 71 0.0267970186 3.343282e-01 3.505025e-01 -6.466700e-02 7.475084e-02
## 72 -0.1478583606 1.579642e-01 2.655250e-01 -8.303848e-02 -7.449251e-02
## 73 -0.2911398302 2.440910e-01 2.164490e-03 1.210548e-01 -1.467264e-01
## 74 -0.4280185398 -6.001993e-01 -1.068061e-02 -6.924245e-02 -6.290241e-02
## 75 -0.0378365455 -2.299441e-01 3.475847e-02 -7.642332e-02 -6.557003e-02
## 76 0.0623114502 1.507872e-01 6.453297e-02 1.810331e-01 -1.186884e-02
## 77 0.0560607229 -1.376603e-01 -1.233153e-03 6.209327e-02 -1.037539e-01
## 78 -0.1515972173 -8.029304e-02 -3.267059e-02 -7.914617e-02 -1.019819e-01
## 79 -0.1039834873 5.129826e-02 -7.099288e-02 -1.357090e-02 -1.176938e-01
## 80 0.1833535966 1.707925e-01 2.300879e-01 -1.225077e-01 1.760473e-02
## 81 0.3973176869 -6.384602e-02 3.668433e-01 -2.933007e-01 -1.262147e-01
## 82 0.3226832324 -2.900014e-01 2.441976e-01 -1.749088e-02 -3.440792e-01
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## 1743 0.2521653932 1.920996e-02 -8.819067e-02 8.690444e-02 2.607008e-01
## 1744 0.1391770594 -3.633147e-01 -2.207929e-01 -9.557651e-03 2.226838e-01
## 1745 0.2535213293 -2.306347e-02 -2.542695e-01 8.474975e-02 -8.553778e-03
## 1746 0.1973417342 5.708436e-02 -3.421922e-01 -4.641062e-02 -1.473820e-02
## 1747 0.0891533865 1.237401e-02 -2.849735e-01 2.144648e-01 -1.609101e-01
## 1748 -0.2737034623 -7.949336e-02 -8.751897e-02 4.471971e-02 -7.354173e-02
## 1749 -0.2322546928 3.738427e-01 2.860673e-01 1.781211e-01 4.768661e-02
## 1750 -0.2886640051 2.198869e-01 1.322114e-01 -5.145232e-02 -1.950606e-01
## 1751 -0.1960667793 2.384681e-02 1.599383e-01 1.164867e-01 1.549123e-01
## 1752 -0.2851803738 1.217467e-01 2.242006e-01 5.007523e-02 -1.748760e-01
## 1753 -0.2849420406 7.277973e-02 5.560273e-02 1.284113e-02 -2.457770e-02
## 1754 0.0844619858 1.021487e-01 -1.207908e-01 -3.064516e-02 4.343295e-02
## 1755 0.0556654525 -2.427849e-01 3.357092e-01 4.137174e-02 8.279414e-02
## 1756 -0.1560452524 -5.941168e-02 8.276229e-02 -2.083534e-01 -6.015834e-04
## 1757 -0.3549314668 -3.870032e-02 2.074612e-02 1.009629e-01 -1.237477e-01
## 1758 -0.1566848400 2.926062e-02 -3.150390e-02 -1.054312e-01 -1.610817e-01
## 1759 -0.0819863778 1.161092e-01 8.585762e-02 -3.662005e-02 -1.698927e-01
## 1760 -0.0902202714 3.261413e-02 -7.062925e-02 8.397063e-02 -1.006470e-01
## 1761 -0.0940140401 7.215602e-02 -1.557595e-02 1.274811e-01 -1.404123e-01
## 1762 -0.1260592778 3.714818e-02 -8.486455e-02 1.386441e-01 -1.142258e-01
## 1763 -0.0707990136 2.390403e-01 -2.721579e-01 -1.876539e-03 -2.610199e-01
## 1764 0.0145890853 -2.106931e-01 -1.156999e-01 -4.258027e-02 -1.962305e-01
## 1765 -0.1104772024 6.322388e-02 1.531233e-02 -2.503383e-02 -2.634105e-01
## 1766 0.0123926244 1.278063e-01 -2.393068e-02 -5.100262e-02 -2.737277e-01
## 1767 0.3205090261 2.461653e-02 -4.346213e-02 2.627307e-02 5.050134e-02
## 1768 0.2705514911 3.168056e-02 1.029955e-01 -9.394507e-02 -2.775514e-02
## 1769 0.2177274785 -5.419587e-02 1.611728e-01 9.187112e-02 4.142551e-03
## 1770 0.1484251743 -2.824385e-01 -1.326761e-02 -9.914824e-02 -1.859547e-01
## 1771 0.1331772007 -3.620565e-02 -3.187918e-02 -9.839832e-02 -7.432499e-02
## 1772 -0.0140541964 6.552653e-03 -1.821577e-01 -7.950716e-02 -1.328650e-01
## 1773 -0.0212750332 6.231950e-02 -2.435992e-01 5.132290e-02 1.459739e-01
## 1774 0.0867473548 3.234939e-02 -4.478160e-02 1.674531e-01 3.320965e-02
## 1775 0.1354452147 1.451039e-01 1.567630e-01 7.638650e-02 7.086463e-02
## 1776 0.0991689444 -1.683124e-01 -3.973073e-02 -1.632770e-01 -1.493809e-01
## 1777 0.0596285608 -8.418323e-02 -5.990673e-02 1.549531e-01 -3.138770e-02
## 1778 -0.0720717672 6.895312e-02 -3.399997e-02 4.709768e-02 -1.915341e-02
## 1779 0.0223021510 -5.437514e-03 6.124553e-03 6.317540e-02 1.144864e-01
## 1780 0.0978795142 -4.450216e-02 -1.651183e-02 6.888121e-02 -1.024482e-02
## 1781 -0.0492692386 -1.086401e-01 1.431383e-01 -1.304989e-01 -1.247529e-01
## 1782 -0.0494131131 9.114439e-03 1.764272e-01 -3.023805e-02 -5.951201e-02
## 1783 0.1546458353 -9.493318e-02 -6.656141e-02 -1.247944e-01 2.425172e-02
## 1784 0.0347658069 -9.296396e-02 1.914266e-01 1.895293e-01 -5.661975e-02
## 1785 -0.2167976789 1.054291e-01 1.017852e-01 1.061290e-01 -1.074219e-01
## 1786 -0.1667390990 9.641651e-02 -1.173235e-01 -1.257001e-01 -3.680926e-02
## 1787 -0.1885402688 -3.488419e-02 -1.177024e-01 -1.812876e-01 -2.509318e-01
## 1788 -0.0866366751 8.923689e-02 4.532114e-02 -2.186794e-01 3.096204e-02
## 1789 0.1142872514 2.815370e-02 -5.928508e-02 -7.687687e-02 -9.019587e-02
## 1790 0.0291384653 -1.882680e-01 -4.414125e-03 -1.416308e-01 1.304516e-01
## 1791 0.1792432341 1.609092e-01 -6.233728e-02 -1.331206e-01 -5.784229e-02
## 1792 0.1239833341 -1.975813e-01 -1.239412e-01 7.407998e-02 -1.605992e-01
## 1793 0.1250047181 -2.822276e-01 1.624316e-01 -7.928202e-02 6.286876e-02
## 1794 0.1344620940 1.635918e-01 1.214872e-01 -3.042461e-01 -4.285082e-02
## 1795 0.2859273482 -6.817987e-02 -7.872403e-04 6.646410e-02 7.780862e-02
## 1796 0.1738241905 -1.389010e-02 3.847605e-02 2.026314e-02 7.078529e-02
## 1797 -0.0413925015 -2.523363e-01 1.734762e-01 1.547826e-01 -6.418890e-02
## 1798 -0.4281552028 -4.247378e-01 5.398067e-02 -2.288520e-01 2.463767e-01
## 1799 0.1166316331 5.481996e-01 1.528159e-01 3.034940e-01 1.916128e-01
## 1800 -0.1919308733 -7.544269e-05 -6.799444e-03 -1.517614e-01 4.775876e-02
## 1801 -0.3052404429 3.649413e-02 -6.280846e-02 -6.791166e-02 2.062549e-01
## 1802 -0.0345485359 1.825728e-01 -9.408913e-02 -1.313488e-02 1.409893e-01
## 1803 0.0804696762 2.287869e-02 -1.363645e-03 1.335170e-01 7.209779e-02
## 1804 -0.0507218966 -4.774930e-01 4.849597e-02 -2.518756e-01 5.529268e-02
## 1805 -0.0315486844 -9.541389e-02 2.394708e-01 1.502806e-01 -8.081240e-02
## 1806 -0.0198279343 3.222967e-01 -1.763847e-01 -1.879504e-01 3.628875e-02
## 1807 0.2703880143 -1.286991e-02 2.232520e-01 -3.749370e-02 1.330518e-01
## 1808 0.0034421928 1.106546e-02 5.397226e-02 -9.419525e-02 1.813807e-01
## 1809 0.1797321362 -5.099018e-02 -7.224729e-02 -2.491035e-01 1.489398e-01
## 1810 0.0937744965 7.293670e-02 7.253700e-03 1.693995e-01 1.569749e-01
## 1811 -0.1860576869 1.081588e-01 1.467587e-01 9.503403e-02 9.508475e-02
## 1812 -0.0214104472 2.303790e-02 2.271390e-01 6.369445e-02 7.956972e-02
## 1813 -0.0350561657 1.103373e-02 1.862549e-01 -1.618095e-01 6.364505e-02
## 1814 -0.0585324983 1.318376e-01 7.349988e-02 -1.077941e-01 -6.124099e-03
## 1815 0.0408269726 -2.136780e-02 -1.320551e-02 -1.263768e-02 4.647046e-02
## 1816 -0.0429000629 1.748443e-01 -8.130191e-02 -4.570701e-02 7.358098e-02
## 1817 -0.0045484668 -9.589273e-02 -5.054527e-03 -4.243186e-04 1.981195e-01
## 1818 0.0268703163 7.358439e-02 1.039479e-01 -2.627052e-02 1.534767e-01
## 1819 -0.0064178337 -1.971245e-01 1.240248e-01 1.506411e-01 1.156217e-01
## 1820 -0.1439254230 -4.378210e-02 1.384224e-01 -4.767105e-02 3.243382e-01
## 1821 -0.0145223549 7.917661e-02 7.665776e-02 -4.908134e-02 -2.231538e-01
## 1822 -0.0820239514 9.297606e-02 4.816715e-03 2.948430e-02 -1.328011e-01
## 1823 -0.1350777746 1.241514e-01 -1.472757e-01 1.054446e-01 -3.510021e-02
## 1824 -0.2208200945 -1.814045e-02 -5.054683e-02 -5.929336e-02 -2.871787e-02
## 1825 -0.1344703272 1.549542e-01 -3.015205e-02 -1.850261e-02 -6.863214e-02
## 1826 0.0946296864 -3.537559e-02 3.951584e-02 -1.952739e-03 5.983000e-02
## 1827 0.2741206086 -1.051325e-01 1.963521e-01 -9.382149e-02 -1.336858e-01
## 1828 -0.0203818099 -1.378716e-01 1.642392e-01 -6.811357e-03 -1.162797e-01
## 1829 0.0587915858 -2.061099e-02 -1.339595e-01 1.476214e-02 -1.556122e-01
## 1830 0.0378022343 -2.202189e-01 -2.217765e-01 1.838169e-01 -6.079684e-02
## 1831 -0.0868271176 2.031611e-01 -9.014706e-02 -9.316133e-02 -4.758850e-02
## 1832 0.0430059680 3.814922e-02 -6.137279e-02 3.024162e-03 1.205031e-01
## 1833 0.2127841154 5.465982e-04 1.628421e-01 2.557056e-01 -1.881625e-02
## 1834 0.0682858644 -1.161270e-01 1.025234e-01 -2.004583e-01 1.622296e-01
## 1835 0.1437447672 -5.257333e-02 1.062323e-01 -2.026213e-01 1.936559e-02
## 1836 -0.1417030037 2.882534e-02 -3.963589e-03 2.381896e-02 -1.796335e-01
## 1837 -0.1958419391 9.290494e-02 2.053561e-01 1.525585e-01 4.575631e-02
## 1838 -0.1806268434 1.293018e-01 1.459930e-01 -2.940413e-01 1.698710e-02
## 1839 -0.0302788694 -7.996391e-02 7.743914e-02 -7.661458e-02 4.698675e-02
## 1840 0.0156781316 9.814848e-03 -1.824991e-02 -9.685730e-02 3.028613e-02
## 1841 -0.0540791426 -1.186726e-01 3.814648e-02 1.388446e-01 1.000977e-01
## 1842 0.0160059313 7.111750e-02 1.076716e-01 -6.240468e-02 2.084019e-01
## 1843 -0.0115676344 -1.116630e-01 2.081484e-01 1.497979e-01 3.410755e-02
## 1844 -0.1113177839 -4.910985e-02 -1.405100e-01 2.045941e-01 -9.468332e-02
## 1845 -0.0609188822 1.603141e-01 1.257407e-02 9.491745e-02 2.403879e-01
## 1846 -0.0357481905 -1.513837e-02 5.035531e-02 -2.050887e-01 8.180423e-02
## 1847 -0.0532486679 1.212322e-01 6.493527e-02 -1.378211e-01 -7.601774e-02
## 1848 -0.1142165812 1.583403e-01 3.269171e-02 7.120220e-02 -1.915828e-01
## 1849 -0.2403040245 -4.310730e-02 -1.527973e-01 -2.976247e-01 -1.277118e-01
## 1850 -0.2110340625 -1.748978e-01 -2.404029e-01 -1.857407e-01 -3.351121e-01
## 1851 -0.3321820719 -1.931398e-02 -1.287894e-01 1.053931e-01 -1.844441e-01
## 1852 -0.0106761424 6.363791e-01 -6.741075e-03 2.100971e-01 -2.218884e-01
## 1853 -0.2424273546 -2.029188e-01 -1.356567e-01 -1.432187e-01 -7.640781e-02
## 1854 -0.0549991983 -5.521103e-02 2.475399e-03 5.276494e-02 -5.128425e-02
## 1855 -0.0192928744 1.676079e-01 -4.874060e-02 1.450627e-01 -2.004002e-01
## 1856 -0.1926146666 -1.602609e-03 -1.271817e-01 2.490174e-02 -2.853990e-02
## 1857 -0.3024134817 -2.800342e-01 -2.528745e-01 4.522100e-02 -1.597560e-01
## 1858 -0.0553171528 4.169571e-01 -1.767493e-01 -1.125248e-01 -1.207595e-01
## 1859 0.0339322932 -3.167688e-01 -1.991689e-01 -1.215597e-01 3.203936e-03
## 1860 -0.0420018295 1.607246e-01 -2.159739e-01 1.663197e-01 -1.631676e-01
## 1861 -0.0963247025 -1.151705e-01 -1.868466e-01 -4.067233e-02 -2.076999e-02
## 1862 0.0272949539 9.904196e-03 -2.233344e-01 -9.746220e-02 -9.401541e-02
## 1863 0.2135754407 3.662037e-02 -1.954172e-01 3.504027e-02 -9.530443e-02
## 1864 0.3161901340 9.348667e-02 -8.843537e-02 4.578474e-02 4.428812e-02
## 1865 0.0830807300 9.698372e-03 3.960375e-02 1.079655e-01 2.266067e-02
## 1866 0.0749407807 -1.520173e-01 -1.945329e-01 -1.034044e-01 1.160068e-01
## 1867 -0.0542507601 -1.082865e-01 -2.914534e-01 6.832277e-02 1.082141e-02
## 1868 -0.0240902258 1.992061e-01 -2.862240e-01 1.680649e-04 4.414374e-02
## 1869 0.0731980843 7.806766e-03 -1.671819e-01 9.867957e-02 9.214728e-02
## 1870 0.1309938629 -1.208893e-02 -2.889019e-02 1.733287e-01 -1.741116e-01
## 1871 0.1147397168 -1.774840e-01 5.136625e-02 6.853358e-02 6.573433e-02
## 1872 -0.0349796491 -5.642700e-03 1.242282e-01 -5.808667e-02 -8.830253e-02
## 1873 -0.0072306482 -2.276708e-02 -6.296139e-02 -2.825781e-02 -1.213095e-01
## 1874 0.0964559496 6.717080e-02 -9.229473e-02 1.159992e-01 1.629166e-02
## 1875 0.0712242937 -3.153541e-02 -1.641209e-02 -1.021242e-02 1.357089e-01
## 1876 -0.0405108684 1.242245e-01 7.598264e-02 -1.246438e-02 1.365651e-01
## 1877 -0.0684024519 -8.987827e-02 5.813985e-02 -1.441438e-01 1.653356e-01
## 1878 0.1066945154 2.494479e-02 -1.357861e-02 -3.011593e-02 6.749888e-02
## 1879 0.1974215426 -4.767136e-02 -8.287383e-03 -8.570217e-02 9.057880e-02
## 1880 0.0815101506 -2.129707e-02 -2.453575e-03 6.233778e-02 5.887206e-02
## 1881 0.0024561152 -4.499898e-02 5.363223e-02 1.139745e-01 1.135119e-01
## 1882 -0.1289568191 4.518298e-02 1.375806e-02 1.334654e-02 -1.288636e-01
## 1883 -0.0361308412 -4.818558e-02 6.243961e-02 1.308677e-01 -1.307553e-01
## 1884 -0.0949503817 3.690953e-02 1.021857e-01 -1.543904e-02 7.588627e-02
## 1885 0.0845901719 -5.344964e-02 9.229855e-02 1.535054e-01 -9.196005e-02
## 1886 0.1101995939 -7.501967e-02 1.480748e-01 -1.247347e-01 1.059621e-01
## 1887 0.0973304804 6.425824e-02 6.784936e-02 2.391528e-02 4.643823e-02
## 1888 0.0185313295 -2.158785e-02 1.036139e-02 9.541649e-02 -3.311310e-02
## 1889 0.1977683866 -5.124120e-03 1.266799e-01 1.036091e-01 1.778455e-01
## 1890 0.1093072076 -1.397690e-02 1.233506e-01 -1.000068e-01 2.936362e-01
## 1891 0.2054764226 -4.329389e-02 1.258159e-01 -1.310770e-01 1.648973e-01
## 1892 0.2577848801 2.240800e-02 1.250217e-01 2.528201e-02 1.350551e-01
## 1893 0.2631231997 -1.104093e-01 -8.076519e-02 -3.130959e-02 3.561919e-02
## 1894 0.0835053310 -2.032497e-01 -2.060273e-01 2.264592e-01 1.031631e-01
## 1895 0.0385450214 5.056292e-02 -1.739343e-01 -3.856522e-02 3.043427e-01
## 1896 -0.0626027570 2.418123e-01 8.877148e-02 1.562897e-01 4.098076e-02
## 1897 -0.1856179158 -1.058720e-01 2.439306e-01 1.301992e-01 1.647830e-01
## 1898 -0.2273493324 -1.203898e-01 6.589888e-02 -1.803048e-01 8.106349e-02
## 1899 0.1468710917 3.492463e-01 1.193196e-01 -5.779194e-02 6.708252e-03
## 1900 0.2267582489 -1.101668e-01 1.236418e-01 -1.727725e-01 1.615997e-01
## 1901 0.0776581319 -1.005746e-01 -6.497281e-03 -7.297728e-02 -2.167690e-02
## 1902 0.0034065202 1.062534e-01 -9.002805e-02 -1.878366e-01 1.865179e-01
## 1903 0.0605247686 -3.259264e-03 -1.210939e-01 -2.256363e-02 2.268135e-01
## 1904 0.0995431756 3.972584e-01 1.335757e-01 1.720809e-01 -1.016495e-01
## 1905 -0.2919984545 -1.124197e-01 -5.647064e-02 -2.368369e-01 -7.082434e-02
## 1906 -0.3694544004 -2.772359e-01 -1.679015e-01 1.551589e-01 1.854345e-02
## 1907 -0.4817110340 1.840896e-02 3.850287e-02 1.347763e-01 -1.110075e-01
## 1908 -0.0757115499 1.606876e-02 -1.504977e-01 -2.635692e-02 -7.447389e-02
## 1909 0.1340402906 5.063909e-02 -1.656128e-01 1.280361e-01 1.203736e-01
## 1910 0.1074670351 -4.011151e-03 -2.382869e-01 1.177639e-01 -3.984453e-03
## 1911 -0.1546369481 -1.240282e-01 -1.200104e-01 8.324560e-03 1.935110e-01
## 1912 -0.0399736299 -1.076287e-01 -4.690927e-02 -1.346469e-01 -1.087342e-01
## 1913 0.0204738124 -2.254877e-01 6.994469e-02 -3.807099e-02 -3.258685e-02
## 1914 -0.0508466765 1.271846e-02 -1.246123e-01 -2.308476e-01 -4.750405e-02
## 1915 0.2350703348 -1.753795e-01 -1.414502e-01 -2.990633e-02 1.043131e-01
## 1916 0.2403700659 2.491384e-02 -6.254003e-03 -2.597221e-01 -5.260055e-02
## 1917 0.3825649149 3.233907e-02 4.455687e-02 1.946951e-02 -6.355353e-02
## 1918 0.1200261070 -1.181317e-01 2.061653e-01 1.272579e-01 -8.553503e-02
## 1919 -0.0912169795 6.082541e-02 2.833822e-02 -2.205463e-01 -1.299381e-01
## 1920 0.0673817791 1.017741e-01 3.247689e-02 2.103057e-01 -2.311069e-02
## 1921 -0.1385033121 -2.274157e-01 1.074164e-02 7.683162e-02 -8.211904e-02
## 1922 -0.0577269799 1.094690e-02 -9.535736e-02 -1.581178e-02 9.124826e-03
## 1923 0.1508167690 1.496093e-01 1.114216e-02 1.777663e-01 1.380384e-02
## 1924 0.0015893130 -1.205555e-01 -4.578814e-02 -3.755269e-02 -9.565890e-02
## 1925 -0.0539214323 -3.488294e-02 -6.080134e-02 -1.208924e-01 -1.194100e-01
## 1926 -0.0359860413 -1.143186e-01 -1.816696e-01 -2.000630e-01 -6.764509e-02
## 1927 -0.1383460060 -6.636612e-02 4.483969e-02 5.514302e-02 -1.019000e-01
## 1928 -0.0119298256 1.655865e-01 2.119480e-01 3.977387e-02 -1.687676e-01
## 1929 -0.0851702232 -1.861726e-01 1.872665e-01 -8.738932e-03 8.613882e-03
## 1930 -0.0074273822 1.658844e-02 8.380337e-02 -1.341234e-01 1.155389e-01
## 1931 -0.1274931030 6.805634e-02 1.658445e-01 8.021988e-02 -1.995405e-02
## 1932 -0.0333145588 -2.067912e-01 4.300284e-02 1.148121e-01 3.063573e-02
## 1933 -0.0332569174 1.621739e-01 -1.690234e-01 -2.857543e-01 7.274456e-03
## 1934 0.0282356015 7.183440e-02 -1.040448e-01 1.141880e-02 -3.463029e-02
## 1935 -0.0869312304 -1.963560e-02 1.797100e-02 1.145429e-01 -3.946865e-02
## 1936 -0.0876042167 -1.398916e-01 -8.010888e-02 -1.009767e-01 -3.721798e-02
## 1937 -0.2851776954 9.609836e-02 1.210220e-01 -7.042688e-02 -8.678699e-02
## 1938 -0.1856891562 1.172662e-01 5.135907e-02 -1.826715e-01 -1.606154e-01
## 1939 -0.1212075817 -2.659659e-02 -1.394802e-01 -1.126018e-01 -1.009771e-01
## 1940 -0.0092456333 -1.269030e-02 -2.169362e-01 -5.820611e-02 -3.048132e-01
## 1941 0.0166405830 -1.267033e-02 -2.163155e-01 1.354936e-01 -1.391750e-01
## 1942 0.0929125778 -7.298975e-03 -8.289927e-02 6.644413e-02 -1.050010e-01
## 1943 0.0685706827 9.496606e-02 1.048515e-01 7.871059e-02 -1.296393e-01
## 1944 0.2282761812 4.529048e-03 1.166065e-01 -9.464724e-02 -1.689263e-01
## 1945 0.2953653344 -1.850496e-01 -9.015844e-04 -2.076445e-01 -1.184744e-01
## 1946 0.0571873861 -1.596708e-01 -2.689973e-01 1.825902e-01 -4.803887e-03
## 1947 0.0825029602 7.037406e-02 -3.348220e-01 1.995342e-02 2.003334e-01
## 1948 0.1543721637 1.276549e-01 1.044508e-01 -1.998272e-01 -1.463892e-01
## 1949 0.1421059521 5.309356e-02 1.826992e-01 -1.409837e-02 -1.439358e-02
## 1950 0.1296968006 -8.206120e-02 3.920043e-03 -1.689843e-01 -2.931095e-01
## 1951 0.2399868642 -1.432040e-01 -2.253266e-01 2.417022e-02 -1.110522e-01
## 1952 -0.0392659621 -4.479114e-01 -1.765745e-01 -2.499127e-01 -2.686383e-01
## 1953 0.0959463917 3.904501e-01 -4.569736e-02 6.853718e-02 1.006756e-01
## 1954 -0.0368981223 -5.312006e-01 -3.033196e-01 -3.783655e-02 8.917796e-02
## 1955 -0.2978733346 1.730003e-02 1.121838e-01 -1.369358e-01 2.508757e-01
## 1956 0.0746491016 -4.767009e-01 4.972634e-01 9.491729e-02 1.159252e-01
## 1957 0.2982698198 7.233785e-02 6.723930e-01 1.230572e-01 6.156620e-02
## 1958 0.0011969399 2.075445e-01 6.712414e-01 -2.946540e-01 -2.062080e-01
## 1959 -0.1195611096 3.164188e-01 3.304555e-01 -3.274357e-01 1.434789e-01
## 1960 0.1155543241 3.521826e-01 -1.024269e-01 -1.992238e-01 1.651140e-01
## 1961 -0.0202614293 1.169268e-02 -2.239742e-01 2.127102e-02 1.494340e-01
## 1962 0.2101218593 2.728398e-01 1.210535e-01 2.959010e-01 4.120062e-03
## 1963 -0.2016361434 8.457804e-02 4.800916e-02 -1.616624e-01 -1.298437e-01
## 1964 -0.1289511806 3.332652e-01 -6.264876e-03 9.051697e-03 8.097996e-02
## 1965 0.1570602649 1.014173e-01 2.382266e-01 -5.104026e-02 2.514571e-01
## 1966 0.1973305708 -4.919907e-02 2.318384e-01 -1.502943e-01 -8.516526e-03
## 1967 -0.0466281961 -2.046199e-01 5.199051e-02 1.045721e-01 -1.232182e-01
## 1968 0.0033122157 2.468960e-02 -1.540608e-01 -1.536097e-01 6.524043e-02
## 1969 0.1033374496 1.478693e-01 7.998978e-02 -2.686563e-02 -8.563246e-02
## 1970 -0.1873039360 -1.204971e-01 -9.574133e-02 -4.021419e-02 6.627792e-02
## 1971 0.0095014023 2.418242e-01 -2.700802e-02 -8.991912e-02 1.246752e-01
## 1972 -0.0201772120 1.501676e-01 1.146382e-01 -2.639319e-02 -3.183910e-02
## 1973 -0.1141468771 -2.314876e-01 1.576434e-01 -1.465679e-02 2.953572e-02
## 1974 0.0127663624 1.565568e-01 1.250061e-01 5.638190e-02 3.442670e-02
## 1975 -0.0210038967 -1.988555e-01 5.201066e-02 -1.644989e-01 5.509808e-02
## 1976 0.2207226605 -3.301794e-02 8.301672e-02 7.321509e-02 -1.237160e-01
## 1977 -0.0283408092 -2.990419e-02 1.011656e-01 -3.487403e-02 4.139619e-02
## 1978 0.0133892965 1.949361e-01 1.624742e-01 8.508453e-02 -3.525681e-02
## 1979 -0.0440920396 -1.201017e-01 1.286021e-01 -9.846832e-02 1.272690e-01
## 1980 0.1724992391 -6.853777e-02 7.856831e-02 -1.176062e-01 1.846592e-01
## 1981 -0.0074234252 8.837871e-02 -1.479163e-01 9.795167e-02 4.228171e-02
## 1982 -0.0638130575 -6.606368e-02 -1.337474e-02 2.380681e-02 9.242512e-02
## 1983 0.0200220447 8.127150e-02 -2.301255e-02 -1.283479e-01 1.636867e-02
## 1984 -0.0769750125 1.038396e-01 -8.430717e-02 -9.910292e-02 -2.006377e-01
## 1985 -0.0689364471 3.860423e-02 -3.145358e-02 -1.840686e-03 -4.358292e-02
## 1986 -0.0013191393 9.459907e-02 1.733459e-01 5.623547e-02 -5.584876e-02
## 1987 0.1129188080 -8.386307e-02 2.756083e-01 -3.460722e-02 1.250209e-01
## 1988 -0.0191569377 -1.372057e-01 2.395504e-01 -4.762230e-02 -2.069940e-02
## 1989 -0.1922721934 -2.413267e-02 -4.192355e-02 9.995473e-02 3.946199e-02
## 1990 -0.1849919737 -1.691808e-01 -1.728027e-01 -4.388987e-02 1.647363e-01
## 1991 -0.0704103739 2.528393e-01 3.633515e-02 1.986693e-01 1.286539e-01
## 1992 -0.0041787646 -3.471148e-02 5.664940e-02 -8.464117e-02 2.468254e-01
## 1993 0.1644059018 1.480213e-01 7.390429e-02 -5.229837e-02 1.792323e-02
## 1994 -0.0278994578 1.147467e-01 7.939572e-02 -3.554297e-02 3.190575e-01
## 1995 0.1323287454 -7.387588e-02 8.647075e-02 9.375732e-02 6.551831e-02
## 1996 0.0791986728 9.186702e-02 7.084146e-03 2.178915e-03 7.444746e-02
## 1997 -0.2162259559 -1.710775e-01 -1.632714e-01 -1.746788e-02 7.806852e-03
## 1998 -0.2795755739 7.132154e-02 4.315267e-02 3.763822e-01 -6.056005e-02
## 1999 -0.3102179553 -1.291060e-02 1.666618e-01 1.654659e-01 2.972778e-02
## 2000 0.0254507798 1.682624e-01 1.705639e-01 -4.943149e-01 3.335348e-03
## 2001 -0.1535914856 -1.088588e-02 -3.249442e-02 -6.090238e-02 6.111760e-02
## 2002 0.0030495321 1.608818e-01 1.081467e-01 1.657156e-01 2.521337e-01
## 2003 -0.0644449997 3.396086e-02 1.288839e-01 -2.297643e-01 7.816088e-02
## 2004 0.0798013524 -3.155050e-01 -3.843184e-02 -4.617663e-02 1.477530e-02
## 2005 -0.1539924656 3.020909e-01 -1.086107e-01 -1.566031e-01 -7.990426e-02
## 2006 -0.0456601626 4.829301e-01 -4.836810e-01 -5.632277e-02 5.831097e-02
## 2007 -0.0761761130 2.224129e-01 -4.467149e-01 2.318789e-01 3.922543e-01
## 2008 -0.1779176299 -4.124157e-01 -2.903655e-01 -1.368534e-01 3.101813e-01
## 2009 -0.0426058109 -2.443939e-01 3.235861e-01 5.649600e-02 -5.901717e-02
## 2010 -0.2835223151 8.841020e-02 3.756733e-02 -2.441645e-01 -1.115729e-01
## 2011 0.1632156918 2.531885e-01 1.087112e-01 8.582949e-02 1.852174e-01
## 2012 0.1488688958 7.405426e-02 -7.538383e-02 -3.225141e-01 9.023156e-02
## 2013 0.1364766142 1.060988e-01 -1.270446e-01 1.325622e-01 -3.313880e-01
## 2014 -0.0286805659 2.036561e-01 -2.355370e-01 -2.943307e-01 1.027255e-01
## 2015 0.0202603049 1.794506e-03 -2.405795e-01 -1.580720e-01 6.784326e-03
## 2016 0.0441686146 -2.740662e-02 4.947106e-02 2.170965e-01 -1.570428e-02
## 2017 -0.1562643450 9.382988e-02 1.023293e-01 -2.029654e-02 -2.995076e-02
## 2018 0.1294361584 2.637070e-01 -2.918598e-01 -1.584123e-01 -1.541464e-01
## 2019 -0.1009679199 -3.207878e-01 -8.971319e-02 2.498438e-01 2.115483e-01
## 2020 -0.1024786274 9.414927e-02 7.724186e-02 4.201411e-02 3.809157e-02
## 2021 -0.1805746620 -3.629398e-02 1.408564e-03 -1.018117e-01 5.015419e-02
## 2022 -0.0381899431 1.864031e-01 -3.559243e-02 1.363516e-01 3.577962e-02
## 2023 0.0067895785 -6.547844e-02 -1.943731e-01 -6.732185e-02 6.138672e-02
## 2024 0.0196073462 1.050824e-01 -1.963471e-01 6.450553e-03 -9.395397e-02
## 2025 0.0018973183 -3.040178e-02 -2.574462e-01 1.956757e-02 -1.226377e-01
## 2026 0.0560765496 3.406419e-02 -5.476247e-02 5.686315e-02 -1.535707e-01
## 2027 0.0211864043 -2.283326e-02 -1.638462e-03 -8.439073e-02 -1.599281e-01
## 2028 0.0671750723 -1.656573e-01 -1.146950e-01 1.571778e-01 -4.335132e-02
## 2029 0.2425630998 1.387627e-01 -3.957975e-02 -2.628706e-02 2.811493e-01
## 2030 0.1091998446 -6.303668e-02 -1.192156e-01 -5.197741e-02 1.335949e-01
## 2031 0.0468612870 4.241829e-02 -3.293314e-01 1.896542e-01 -5.401201e-02
## 2032 -0.0538002501 -1.944870e-02 -4.045573e-01 7.226458e-02 1.369861e-02
## 2033 -0.0197940540 1.380643e-01 -3.888975e-01 8.359700e-02 2.626004e-02
## 2034 0.0616396266 1.939289e-01 -2.516685e-01 -4.277324e-02 1.520120e-01
## 2035 0.1663382807 -1.506555e-01 -5.326586e-02 -1.157234e-01 7.356903e-02
## 2036 0.1973185231 -3.448486e-02 7.948209e-02 7.590930e-02 -1.023745e-01
## 2037 -0.0168443254 -3.250988e-02 6.427507e-02 5.157675e-02 -3.947321e-02
## 2038 -0.1214022020 3.560019e-02 5.683082e-02 1.848216e-01 -3.290466e-01
## 2039 -0.0719127622 4.318461e-04 4.480306e-02 2.436191e-02 -1.303968e-01
## 2040 0.1782197598 5.815917e-02 -3.775038e-03 -1.907902e-01 7.907638e-02
## 2041 0.0940557909 2.090725e-02 -1.432614e-03 -2.934834e-02 2.352876e-02
## 2042 -0.0734050928 3.011021e-01 -6.614739e-02 8.843872e-02 1.573735e-01
## 2043 -0.1869285153 -8.852417e-02 -1.236276e-01 2.677326e-02 4.246511e-02
## 2044 -0.0225831960 9.023914e-02 -1.551303e-01 1.018419e-01 1.519746e-01
## 2045 -0.1837475636 6.169234e-02 -2.545043e-01 7.491690e-02 1.807509e-02
## 2046 0.0528759043 1.512036e-01 -1.496534e-01 4.750608e-02 -1.227394e-01
## 2047 0.1485772789 9.224724e-02 -2.890509e-01 1.422015e-01 -2.779792e-03
## 2048 0.1037097321 1.017968e-02 -1.575425e-01 -9.884821e-02 -1.794597e-01
## 2049 0.0797194958 2.295566e-02 -4.043706e-02 1.226429e-03 3.414028e-02
## 2050 -0.0784027889 -1.760677e-01 -4.262059e-02 8.077691e-03 -1.668698e-01
## 2051 -0.0606631484 3.164331e-01 -1.447385e-02 -1.057228e-01 -9.393566e-02
## 2052 -0.0097913789 2.219464e-01 1.291080e-02 2.796561e-01 4.748694e-01
## 2053 -0.1915685972 -3.591305e-01 1.457082e-01 -1.175365e-01 2.387785e-01
## 2054 0.0735795048 -1.138412e-01 1.819204e-01 -7.465897e-02 5.356599e-02
## 2055 0.1113847610 1.161017e-01 4.741054e-02 -4.675057e-02 -1.013687e-01
## 2056 -0.0480636887 3.234707e-01 -1.099493e-01 -9.849400e-02 1.719923e-01
## 2057 0.0275009538 -8.679630e-02 5.725505e-02 -4.360055e-01 -1.395022e-02
## 2058 0.2429256321 -2.486823e-01 1.119185e-02 -4.228943e-01 -2.570324e-01
## 2059 0.1906553064 -3.419116e-01 -1.194225e-01 8.183604e-02 -3.032838e-01
## 2060 -0.0940393830 1.699347e-01 -2.926853e-01 -3.636954e-02 2.844329e-01
## 2061 0.0886297635 3.979228e-01 -1.771398e-01 8.568436e-02 4.163044e-02
## 2062 0.0541229196 -1.080256e-01 -1.266544e-01 -1.006307e-01 1.158245e-01
## 2063 0.0645269478 4.843979e-01 1.456823e-01 -3.158897e-02 -5.750816e-02
## 2064 -0.1485446675 5.122360e-02 1.255797e-01 -6.591032e-02 -2.679319e-01
## 2065 -0.0036758531 1.399014e-01 -1.414083e-02 9.158735e-02 -1.962610e-01
## 2066 -0.0115818338 -9.896256e-02 8.508702e-02 2.213520e-01 -3.623093e-02
## 2067 -0.0530886608 -5.703611e-02 -2.893534e-02 -1.909517e-01 1.220918e-01
## 2068 -0.0382382121 -8.397412e-02 7.295909e-02 2.574033e-01 1.552992e-01
## 2069 0.0822397592 1.999014e-01 2.058300e-01 8.530551e-02 2.602595e-01
## 2070 0.1708596860 1.130714e-01 -2.063543e-02 2.548464e-02 -6.040936e-02
## 2071 0.1510278478 -1.393794e-01 -4.984833e-02 -2.105742e-01 -4.305212e-02
## 2072 0.2455279492 -3.710404e-02 7.478196e-02 8.676773e-02 4.671374e-02
## 2073 0.0612754299 -9.376383e-02 1.063445e-01 -1.427817e-01 4.375071e-02
## 2074 -0.1959327029 -8.687231e-02 -1.935671e-02 7.361277e-02 9.664704e-02
## 2075 -0.0996705639 9.000657e-02 1.016182e-01 -3.285981e-03 1.940001e-01
## 2076 -0.0450080941 1.001602e-01 2.383505e-01 7.244784e-02 -8.991433e-02
## 2077 0.1258184937 -2.904530e-01 -6.867002e-02 -5.993339e-02 -1.839882e-01
## 2078 0.3826378492 1.014689e-01 -4.590386e-02 -2.565728e-02 -1.555120e-03
## 2079 0.3396664975 -1.531047e-01 1.197357e-01 1.120673e-01 8.371229e-02
## 2080 0.1389115818 -2.987246e-01 1.472947e-01 2.009709e-02 -8.403786e-02
## 2081 0.1438596492 -1.333788e-01 6.267981e-02 2.192880e-03 -1.196710e-01
## 2082 0.0211038031 6.300490e-02 1.234486e-01 1.505471e-01 -4.148059e-02
## 2083 -0.0345166795 2.235136e-01 8.914022e-02 -8.529384e-03 2.421028e-01
## 2084 -0.0253495971 1.617283e-02 4.110229e-02 -1.485831e-01 2.074758e-01
## 2085 -0.0336603747 -2.487344e-02 2.444888e-02 2.712883e-02 1.992610e-02
## 2086 -0.0359410251 -1.278715e-02 1.150324e-02 1.232925e-01 1.489808e-01
## 2087 -0.1708216399 6.283432e-02 5.558737e-02 1.103244e-01 4.392623e-02
## 2088 0.1658058401 1.866674e-01 4.780810e-02 -3.246496e-01 6.488426e-04
## 2089 0.2342805470 -1.377063e-01 4.021848e-02 1.818461e-01 -1.129162e-01
## 2090 -0.0400126201 -2.346539e-01 -1.172516e-01 -1.274331e-01 -3.111401e-02
## 2091 -0.0080963363 -1.001203e-01 -2.917870e-02 1.253923e-01 9.664618e-02
## 2092 -0.1263620966 -1.406495e-01 6.771667e-02 -1.523472e-01 -1.138848e-01
## 2093 -0.3288148308 1.276096e-01 1.481433e-03 6.391357e-02 -1.074132e-01
## 2094 -0.0833001331 2.229856e-01 8.549253e-02 -1.197582e-01 2.381542e-02
## 2095 -0.0081954220 -1.664378e-01 2.304933e-01 1.191529e-01 -1.304956e-01
## 2096 -0.1465787028 -1.505110e-01 -2.320234e-01 8.946579e-02 -2.933288e-01
## 2097 -0.1358195521 1.624285e-01 -2.813084e-01 -4.369282e-02 -6.462573e-02
## 2098 -0.1874892127 -2.954678e-02 1.567333e-02 -1.873540e-01 -3.380439e-02
## 2099 0.0441689075 -1.493850e-01 -2.649316e-01 6.136023e-02 -3.054115e-01
## 2100 0.0061440483 2.765130e-01 -3.806801e-01 2.519897e-01 -2.001713e-01
## 2101 -0.3115419838 1.294254e-02 -2.150671e-01 -4.358079e-02 6.294287e-02
## 2102 -0.1270251483 1.008726e-01 -2.089018e-01 -2.065392e-01 -1.716530e-01
## 2103 -0.3080459785 -2.924404e-02 -6.533948e-02 8.772327e-02 -6.437213e-02
## 2104 -0.3726091620 -2.406670e-01 -6.096472e-02 8.998429e-02 1.186054e-01
## 2105 0.0207619357 1.459269e-01 -3.540677e-02 -2.860486e-01 2.190062e-01
## 2106 0.0779379462 1.671935e-01 -4.877150e-02 -2.662920e-01 -2.539258e-02
## 2107 0.0128030376 -2.044148e-01 3.501331e-02 -7.094801e-03 -1.826625e-01
## 2108 0.0803021647 1.256803e-01 2.002182e-01 2.173552e-01 -7.999103e-02
## 2109 -0.0821566104 -2.259667e-01 1.140515e-01 1.029036e-01 -6.123391e-02
## 2110 -0.1381327991 1.375158e-02 1.975988e-02 -1.672320e-01 1.586859e-01
## 2111 -0.0421915653 -9.512070e-02 3.327694e-02 3.692325e-03 2.332121e-01
## 2112 -0.0206236404 -1.192876e-01 -4.683616e-02 -3.405407e-02 -2.092526e-02
## 2113 0.0889944595 1.217073e-01 -8.008904e-02 9.684120e-02 -9.714002e-02
## 2114 -0.0437238451 -9.514257e-02 -3.403026e-02 2.858475e-01 5.085647e-02
## 2115 0.1386975487 1.572465e-01 5.287014e-02 1.771443e-02 2.643000e-01
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## 2118 0.0272964574 1.659488e-01 -1.230667e-02 8.413638e-02 -7.004847e-02
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## 2121 -0.1864969916 1.218945e-01 -1.489044e-01 3.364336e-02 3.366305e-03
## 2122 -0.2754387378 8.199299e-02 -1.049807e-02 8.223479e-02 -4.523675e-02
## 2123 -0.2520999671 -9.868102e-03 7.007547e-02 -9.273237e-03 -2.715031e-02
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## 2146 0.0206867941 1.165169e-02 -7.056335e-02 2.997195e-01 7.871523e-02
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## 2254 0.0598760363 4.894907e-02 5.044969e-02 3.664880e-02 3.185737e-02
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## 2666 0.0641775101 -5.277642e-02 1.216532e-01 -6.854808e-02 -6.405588e-02
## 2667 0.1910014913 -2.623009e-02 3.791910e-01 3.814494e-02 -3.280691e-02
## 2668 0.1035497945 8.925255e-02 1.321931e-01 -5.958526e-02 -8.589407e-02
## 2669 -0.0198530399 -1.008299e-01 -3.361235e-02 -2.130605e-01 1.235091e-02
## 2670 0.0714889917 6.986436e-02 6.666515e-02 8.676052e-04 -2.150974e-01
## 2671 -0.0875790771 -2.326515e-01 -1.873074e-02 8.882028e-02 -1.904300e-01
## 2672 -0.0340473801 -9.837208e-02 -3.656902e-02 6.044891e-02 -9.745163e-02
## 2673 0.1251025355 1.006188e-01 4.597400e-02 -4.110442e-03 -2.244606e-02
## 2674 0.0116252248 -6.921699e-02 -2.909289e-02 -1.985082e-01 -8.936391e-02
## 2675 -0.1704321427 -1.908202e-01 -1.891215e-01 -1.611036e-03 -1.400175e-01
## 2676 -0.0486181932 1.305808e-01 -1.053226e-01 1.572842e-01 5.017069e-02
## 2677 0.0555145558 -8.682581e-03 4.109646e-02 1.048879e-02 3.444698e-02
## 2678 -0.0010530804 -2.345850e-01 2.329795e-01 -9.520514e-03 1.587338e-01
## 2679 0.0937329638 1.309160e-01 1.902707e-01 -1.299816e-01 5.261595e-02
## 2680 -0.0240127001 6.011595e-02 -1.986125e-01 -2.114462e-01 1.906041e-01
## 2681 0.0481322067 -7.179388e-02 -5.356938e-02 1.528504e-01 5.072068e-02
## 2682 0.1093298030 1.663124e-01 2.715123e-01 3.513262e-03 2.322236e-01
## 2683 -0.1024828635 -1.470318e-01 3.676696e-01 -1.613764e-01 1.025625e-02
## 2684 -0.1504458990 2.034830e-02 2.909524e-01 -4.886872e-02 -1.941586e-01
## 2685 -0.2220911847 -1.991965e-02 1.550337e-01 -5.223143e-02 -1.848047e-01
## 2686 -0.1217062391 5.102355e-02 1.980183e-01 9.895070e-02 -1.767061e-01
## 2687 -0.1962897507 -7.056455e-02 1.598090e-01 -3.950883e-02 -2.284368e-02
## 2688 -0.2180300320 2.693107e-02 5.635451e-02 -1.461799e-01 -7.051612e-02
## 2689 -0.1639744272 9.391249e-03 9.889660e-02 1.589546e-01 -9.864273e-02
## 2690 -0.1040842966 -9.631814e-02 1.682732e-01 -2.060759e-01 -4.934914e-02
## 2691 0.0695845285 -1.052813e-01 2.029388e-01 5.065497e-02 -9.622591e-02
## 2692 0.1023208249 -1.566777e-01 8.647037e-02 4.859454e-02 1.162374e-01
## 2693 0.0148025191 -2.740549e-01 1.361810e-01 -1.740632e-01 6.124850e-02
## 2694 0.1111587345 2.131352e-01 -1.063319e-01 -3.221050e-02 1.724689e-01
## 2695 0.0725811237 -7.056976e-02 -1.119449e-01 -1.461491e-01 1.466722e-01
## 2696 0.2571056473 8.906718e-02 -1.210692e-01 3.926411e-02 -1.527351e-03
## 2697 0.2430776790 7.677664e-02 -2.695794e-01 -1.049228e-02 -1.105244e-02
## 2698 0.2265797660 2.967927e-02 -2.659281e-01 -6.535732e-02 6.110853e-02
## 2699 0.3414462581 -2.517343e-01 -7.342796e-02 3.124318e-02 5.123710e-03
## 2700 0.1770573683 -6.815526e-02 -2.474163e-02 6.612425e-02 -8.879734e-02
## 2701 0.0450869288 2.699752e-02 -3.984921e-02 3.030053e-02 1.409465e-01
## 2702 0.0102788113 3.219426e-02 1.408252e-01 9.212398e-02 -1.473492e-02
## PC26 PC27 PC28 PC29 PC30
## 1 -5.682501e-02 -1.945015e-01 -0.1052165145 -2.363193e-01 -0.1236217978
## 2 1.727421e-01 -4.137853e-02 0.1039078516 2.140264e-01 0.2513700262
## 3 8.418505e-02 2.092239e-01 -0.0439153502 -1.604718e-01 -0.0399236521
## 4 -8.192218e-02 -9.123798e-02 -0.0454247696 1.298047e-01 -0.0665555749
## 5 -7.933166e-03 -2.039849e-01 0.1268313310 -5.426491e-02 -0.0758413886
## 6 -5.043689e-02 -9.872416e-02 -0.1465502670 6.758136e-02 -0.0457521790
## 7 -1.595357e-03 1.337694e-01 0.0130668298 1.725616e-01 -0.0644420533
## 8 -1.815564e-01 2.333391e-01 0.2128014036 -1.337994e-01 -0.0188938581
## 9 -6.644622e-02 -2.272194e-02 0.1725608712 -8.268079e-02 0.1844470466
## 10 1.781377e-01 -1.158951e-01 -0.0922948833 -7.925512e-02 0.2968853845
## 11 7.661541e-02 9.604402e-02 -0.0673211708 1.664677e-01 -0.1298984167
## 12 4.789530e-02 -1.193202e-02 0.0024654324 -9.459430e-02 -0.1802123679
## 13 -2.046722e-02 -8.837548e-02 0.0142876269 4.060627e-02 -0.0761249654
## 14 -8.072354e-02 9.501258e-02 0.1071177451 5.517646e-02 0.0664988331
## 15 1.838206e-01 -9.376149e-02 -0.0048051197 1.321745e-01 0.0787562791
## 16 -3.532049e-02 1.366089e-02 0.1226869579 -9.511530e-02 -0.0603160967
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## 20 7.672488e-03 4.328558e-02 -0.0302532236 2.352494e-01 0.0284533057
## 21 9.668973e-02 -1.871365e-01 -0.0440566577 -7.190224e-02 0.0474120268
## 22 5.509652e-02 -1.605953e-01 -0.1240402567 1.858822e-01 0.2056713865
## 23 1.006006e-01 -1.482631e-01 -0.0513042793 -1.166261e-01 -0.1245896927
## 24 2.903082e-01 2.603266e-01 -0.0230861348 -1.324259e-01 0.0707636388
## 25 3.860081e-01 1.298079e-01 0.2109612845 -1.403073e-01 0.1067240972
## 26 1.931854e-01 -1.549455e-01 0.2525327474 -1.454072e-01 -0.1461486047
## 27 -9.432214e-02 -8.800368e-02 0.0022546230 -1.258737e-02 0.0048558988
## 28 6.869432e-02 2.690148e-01 0.0479284590 1.785254e-01 -0.0980426699
## 29 2.304429e-01 5.951825e-02 -0.1781138421 -2.346022e-01 -0.0989088616
## 30 2.451167e-02 -8.518163e-02 0.0286190624 7.225173e-02 0.1522904885
## 31 -1.309386e-01 3.051429e-02 0.1935701329 5.889036e-02 0.0491677166
## 32 -6.417904e-02 -3.222518e-02 -0.1518440043 -2.380143e-01 0.2235439311
## 33 -1.182388e-02 -1.657249e-01 0.0613474620 1.226826e-01 0.0765935069
## 34 -4.799626e-02 1.642942e-02 0.1183990208 -1.103204e-01 0.0078044361
## 35 -2.534066e-01 -6.476500e-02 -0.3483045631 4.215335e-03 0.2498388701
## 36 4.458897e-01 -3.268427e-02 0.0585999152 -1.617808e-01 0.1506241400
## 37 2.914742e-01 1.506300e-01 0.1072027188 -1.276680e-02 0.0066946151
## 38 -8.430697e-02 -2.916092e-02 0.1938632815 -3.842123e-02 -0.2451636904
## 39 9.211218e-02 -1.441362e-01 0.0679038177 -1.486013e-01 -0.0032003472
## 40 2.918272e-02 -2.995320e-01 -0.0316594551 1.340046e-01 0.1194859895
## 41 1.961653e-01 2.502328e-01 0.1148018583 7.623693e-02 0.0211851521
## 42 -8.143682e-02 -3.093768e-01 -0.0212947696 2.133205e-01 -0.1269391829
## 43 2.472775e-01 1.112266e-01 -0.0329473127 -2.781366e-02 -0.1763178687
## 44 7.338880e-02 8.304781e-02 -0.0688990291 -3.068970e-02 0.0509983631
## 45 3.542548e-01 -2.372799e-01 -0.1273970088 -1.000544e-01 0.0219598811
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## 48 1.375943e-02 -3.073275e-01 0.0997195753 -1.320130e-01 0.0002168079
## 49 3.903728e-02 1.722723e-01 0.0621708517 -3.153659e-02 0.0443110388
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## 63 9.943296e-03 3.177132e-03 -0.0316406900 -6.677482e-02 -0.1416163028
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## 68 1.754086e-01 -1.549619e-01 -0.0511194556 -1.263669e-02 0.1240946128
## 69 2.554065e-01 2.304016e-01 0.2305216571 4.498489e-02 -0.0702752149
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## 71 1.258784e-01 2.505917e-03 0.0492781779 8.977759e-02 0.0585173179
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## 73 -5.264089e-02 3.431109e-02 -0.1731067527 1.845518e-01 0.1335499352
## 74 -3.255684e-02 1.804057e-01 0.0520835907 3.109434e-01 0.0693821272
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## 78 1.912280e-02 9.292121e-02 -0.0741099426 1.913613e-01 0.0287159261
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## 83 2.556858e-02 -8.616136e-02 -0.2578176005 1.498180e-01 0.1626474786
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## 86 4.890033e-02 -2.048909e-02 0.1799154283 8.819810e-02 0.2395263780
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## 88 1.147614e-01 -1.975481e-01 0.1186571646 1.056472e-01 -0.1353044546
## 89 -8.164404e-02 6.813187e-02 0.1118046817 -2.131335e-02 0.0683248840
## 90 -1.471547e-01 1.794868e-01 0.0042421542 3.218879e-02 0.1686165800
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## 92 8.755895e-02 -1.600269e-01 -0.1544762193 7.399120e-02 0.0897171050
## 93 4.771046e-03 -8.012368e-02 0.0806095516 3.349434e-02 0.0885957999
## 94 6.048668e-02 -5.202952e-02 0.0015394229 1.671207e-01 0.0405662304
## 95 1.861723e-01 -6.318545e-02 0.0213212894 1.576842e-02 0.0131147460
## 96 3.070218e-02 7.261991e-02 0.1639772904 1.004813e-01 -0.0549667900
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## 98 3.787902e-01 1.523293e-01 -0.0392152854 2.503904e-02 -0.0144024450
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## 101 1.273679e-01 -4.558462e-02 0.0430810168 -1.820674e-01 0.0383895821
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## 105 1.565979e-01 9.586718e-02 -0.0228303853 1.926538e-01 0.1675200012
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## 1024 3.196173e-02 8.094273e-02 0.0304807523 1.378435e-01 -0.2555981933
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## 1027 4.997795e-02 2.246887e-01 0.2285948101 8.291498e-02 0.1613869231
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## 1084 9.705033e-03 -1.389309e-01 0.1375512597 1.429729e-01 0.1809210921
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## 1100 5.285398e-02 9.300279e-02 -0.0418982696 -6.819740e-02 -0.0786283269
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## 1677 -9.432755e-02 2.665029e-02 0.0731830419 -4.158418e-02 0.0066393928
## 1678 6.691217e-02 -1.912439e-02 -0.0434325269 4.987292e-02 -0.0628625559
## 1679 6.843755e-02 -1.669379e-01 -0.1702943504 -1.321754e-01 -0.1084992814
## 1680 5.263024e-02 8.445135e-02 0.0821803584 -2.187799e-01 -0.0617834537
## 1681 4.579131e-02 7.072117e-02 -0.0511114473 1.317949e-01 -0.0074070351
## 1682 7.918659e-02 1.751048e-01 -0.0868088005 -1.752935e-01 0.0953707575
## 1683 -2.552173e-02 -1.141469e-02 0.0273917449 9.291091e-02 0.0659265523
## 1684 -6.071618e-02 5.429150e-02 -0.2144101009 5.789333e-02 -0.2466343112
## 1685 5.788688e-02 -9.740737e-02 0.1758256976 -1.417158e-01 0.1799390500
## 1686 3.201248e-02 -1.908219e-02 0.0637983616 1.005946e-01 0.1766705872
## 1687 1.740510e-01 3.880767e-02 0.0091334523 -1.957679e-01 -0.1547678492
## 1688 5.480860e-02 2.076799e-02 0.0306794670 -1.267770e-02 0.0109155117
## 1689 7.301341e-02 -1.470047e-01 0.2102733957 -7.541154e-02 -0.0714991953
## 1690 9.520235e-02 2.939814e-02 0.0846103738 2.285728e-01 0.1346337775
## 1691 4.452951e-02 -5.406472e-02 0.1729225161 1.004521e-01 -0.2450883684
## 1692 -3.539940e-02 -3.371635e-03 0.0218912814 -1.764642e-01 -0.0903628639
## 1693 -1.074693e-01 2.243169e-01 -0.2299619343 -6.204493e-02 -0.1151397332
## 1694 1.671281e-01 3.922214e-02 0.1606792620 -6.638722e-02 0.0034120677
## 1695 -4.548665e-02 1.919742e-01 -0.1811243747 -2.690572e-01 -0.0680712096
## 1696 1.116996e-01 6.036179e-02 0.1168902003 -5.372088e-04 0.0361865118
## 1697 3.279646e-02 1.600032e-01 0.0286641196 1.178944e-01 0.2315184966
## 1698 -2.294673e-01 1.858655e-01 -0.0390730335 -9.787148e-02 -0.0684012100
## 1699 -4.530372e-02 -7.328726e-03 -0.0366200516 -1.167838e-01 -0.0367144479
## 1700 -8.826277e-02 1.663009e-01 0.0663304423 6.205605e-03 0.1037691648
## 1701 -9.861517e-02 -1.171868e-01 -0.0026466074 -2.569973e-02 -0.2820876658
## 1702 8.210357e-02 -9.018610e-02 0.0700046391 8.067832e-02 0.0884519995
## 1703 1.494635e-01 1.027667e-01 0.0139660373 3.275568e-01 -0.0162219779
## 1704 2.974624e-02 -1.638672e-01 -0.0278983152 -1.791087e-01 -0.0814536889
## 1705 3.349707e-01 -5.500049e-02 -0.1185419886 -3.415561e-02 -0.0167224478
## 1706 2.116108e-01 -7.004508e-02 0.0353541223 -1.441201e-01 -0.1312894594
## 1707 8.999126e-02 -7.903639e-02 -0.0375950731 2.178075e-01 0.0352502972
## 1708 9.477361e-02 3.711757e-01 -0.0283746352 -9.436642e-02 -0.0767577703
## 1709 -5.956379e-02 3.146398e-02 0.0068752985 -5.149948e-02 0.0127027947
## 1710 -1.246894e-02 -8.200907e-03 -0.2165834887 5.174511e-02 -0.0352688564
## 1711 5.300851e-02 -1.585945e-01 0.1646042371 -1.244522e-02 0.0375035966
## 1712 4.609705e-02 -2.816696e-02 -0.0019024036 -1.486020e-01 -0.0713136284
## 1713 -2.842841e-02 9.077833e-02 -0.1174782746 1.507183e-01 0.0696856283
## 1714 2.144210e-04 9.762792e-02 0.1016237867 -1.293561e-01 0.2006499881
## 1715 -3.920297e-02 7.210334e-02 0.0486373175 2.377999e-02 -0.0790835446
## 1716 -1.384373e-01 -2.035663e-01 -0.1374629530 5.973293e-02 0.0606979216
## 1717 7.912690e-02 9.321273e-02 -0.1236931696 7.716016e-02 -0.0686726714
## 1718 -1.315001e-01 3.381472e-02 0.0406649684 -4.519223e-02 -0.0258326478
## 1719 1.349914e-01 -9.675398e-02 0.0089210901 3.585410e-03 0.0662107450
## 1720 -8.650581e-02 1.076748e-01 -0.0257465903 -6.622220e-03 -0.0087404892
## 1721 4.414828e-02 -5.390020e-03 0.0028316593 1.253180e-02 0.1106199130
## 1722 4.543752e-02 -4.616923e-02 0.0761061844 3.294901e-02 -0.2099003033
## 1723 1.542027e-01 -6.045465e-02 -0.0974433775 -1.092015e-01 -0.0115704127
## 1724 1.612708e-01 -4.383601e-02 -0.1076901563 -8.990128e-03 0.0245539896
## 1725 4.133761e-02 1.130765e-01 0.1043491332 5.176701e-02 -0.0804886881
## 1726 1.930296e-01 4.305919e-02 -0.1657307828 4.283464e-02 -0.0734191829
## 1727 6.702617e-02 1.981666e-02 -0.1236909327 2.661350e-02 -0.1567329569
## 1728 -4.406606e-02 1.525293e-01 0.0688697870 -7.320152e-02 -0.0554784263
## 1729 -6.772543e-02 -1.350605e-02 0.1497211968 -7.507801e-02 0.0548079644
## 1730 -2.274609e-01 -2.640827e-02 0.0523583807 1.130911e-01 0.0376793900
## 1731 -2.013145e-01 1.207450e-01 0.0171155334 -4.533836e-02 -0.2000761895
## 1732 1.486632e-01 2.719580e-01 0.1193290800 7.799440e-02 0.0236624019
## 1733 -6.643138e-03 2.784169e-01 0.0364188118 4.243349e-02 -0.0290901533
## 1734 -1.801384e-01 -7.658287e-02 0.0168627326 -4.467385e-02 -0.1139976671
## 1735 -1.123628e-01 -1.825574e-01 0.0175852854 1.636600e-02 0.1006605003
## 1736 1.022630e-01 3.336213e-02 0.0147665939 6.957568e-02 0.1316881071
## 1737 -1.486975e-01 3.031924e-02 0.1182059689 9.771929e-02 -0.1364948809
## 1738 -2.518320e-01 -1.671404e-01 0.0926495585 -1.802105e-01 -0.2702090836
## 1739 -8.064685e-02 1.413587e-02 -0.1164728747 -1.541259e-01 0.0146842818
## 1740 -6.203699e-02 1.508613e-01 0.1492446528 9.248825e-02 0.0414601466
## 1741 -6.809515e-03 1.371221e-01 -0.1769519284 1.557058e-02 0.0537074693
## 1742 1.376913e-01 -1.066750e-01 0.0420541126 -5.035667e-02 -0.1938689518
## 1743 7.771375e-02 -1.222367e-01 0.0168622383 -7.404989e-02 -0.1992497610
## 1744 1.552632e-01 1.010085e-01 -0.1477670130 1.983978e-01 -0.0368568028
## 1745 1.861905e-01 1.289394e-01 0.2020115651 -6.457503e-02 -0.0784358614
## 1746 -1.265357e-01 -2.456526e-03 0.0389085739 -4.782901e-02 0.1783320569
## 1747 6.167401e-02 -8.865349e-02 -0.1733095081 1.202532e-01 0.0503274961
## 1748 1.070298e-01 -6.964193e-03 0.2913737032 -1.831983e-01 0.3643501541
## 1749 -3.300233e-01 9.772046e-02 -0.3852951211 9.726174e-02 0.0015130418
## 1750 2.724444e-01 6.707983e-02 0.2677343503 -4.590266e-02 -0.1344125983
## 1751 -2.324383e-01 3.641475e-02 -0.0444377008 -1.377693e-01 -0.0281528374
## 1752 1.022522e-01 -2.851111e-01 -0.0358723716 -1.745922e-01 0.1141713347
## 1753 -3.855613e-02 -4.696060e-02 -0.1443455738 1.437151e-01 -0.1698859964
## 1754 -2.005076e-01 -2.776930e-03 -0.0464083138 -8.669465e-03 -0.0527015903
## 1755 2.897570e-02 2.363903e-01 -0.1142790474 2.335653e-01 -0.0389685421
## 1756 -7.765655e-02 3.373361e-03 0.0962628343 1.546091e-01 0.0092206536
## 1757 -1.840656e-01 -1.339847e-01 0.0628373497 1.133156e-01 0.1810161059
## 1758 -1.853223e-01 3.555998e-03 0.0466655772 6.180933e-02 -0.1375933419
## 1759 -9.567780e-02 6.979244e-02 -0.1459293345 -3.329826e-02 0.0501456638
## 1760 -7.058998e-02 -4.111068e-02 -0.0222770445 -4.917845e-02 -0.0002568592
## 1761 -1.454996e-02 5.505096e-02 -0.0494397527 -3.526514e-01 -0.0435769644
## 1762 -4.183426e-02 5.323862e-02 -0.1334540263 -2.268121e-02 -0.1490454836
## 1763 -1.643327e-01 9.056964e-02 0.0283811157 2.038910e-01 0.1612555218
## 1764 -3.255378e-01 -7.344571e-02 -0.1760326475 5.573530e-02 0.2701466792
## 1765 -1.559848e-01 6.741594e-02 0.0946568213 1.878113e-01 0.3149622360
## 1766 -2.266700e-01 -7.528506e-03 -0.0356972522 -1.326521e-01 -0.3415722978
## 1767 -1.084325e-01 1.008967e-01 -0.0921528721 2.451137e-02 0.0161954396
## 1768 4.943668e-02 1.280447e-01 0.1309721353 -5.527700e-02 0.1218799866
## 1769 -1.363594e-01 -1.480781e-01 -0.0116729320 -6.839689e-03 0.0411228992
## 1770 -6.126606e-03 8.693300e-02 0.0309490485 -5.022710e-02 0.1952007997
## 1771 -4.581813e-02 4.626697e-02 -0.0084996763 8.370016e-02 0.1165765753
## 1772 1.881450e-01 -7.480324e-02 -0.2499834215 -4.395917e-02 -0.0520043816
## 1773 -1.058120e-01 -6.225459e-02 0.0978347110 -4.531505e-02 -0.0063679135
## 1774 -5.025863e-02 5.034107e-02 0.0780637441 1.057048e-01 0.0496752270
## 1775 1.225145e-01 1.569095e-01 -0.0156651753 -8.062637e-02 -0.0639368235
## 1776 1.636145e-01 -1.421329e-01 -0.0266952785 -4.354641e-02 0.0714869653
## 1777 2.855947e-02 -1.346691e-01 -0.0319534094 2.118342e-02 -0.1158126896
## 1778 3.789727e-02 2.740330e-02 0.1692552582 -1.007510e-01 -0.1054701455
## 1779 -4.542041e-02 -2.760044e-02 -0.1874382027 7.987680e-02 -0.1421916394
## 1780 3.819473e-04 2.818359e-02 0.1143733501 -2.250214e-02 0.0816751921
## 1781 -4.711239e-02 1.079801e-01 -0.0176399031 2.612720e-02 0.1766213003
## 1782 -7.994080e-02 -7.344287e-02 0.0073940772 -6.448973e-02 -0.0535564668
## 1783 -2.516276e-01 -3.291866e-02 0.2067204924 -1.901134e-01 -0.1386185246
## 1784 2.023550e-01 1.091878e-01 0.0954721929 5.538469e-02 0.0294769593
## 1785 5.149554e-02 2.620552e-02 0.0168308997 3.787091e-03 0.0846835131
## 1786 -2.828554e-01 1.479428e-01 -0.1843968347 -3.623070e-02 -0.1553174013
## 1787 2.132696e-01 5.843472e-02 0.0918524748 -1.585994e-02 0.0784064319
## 1788 -1.393387e-01 -1.312583e-01 0.0483397516 1.186704e-02 0.0121466496
## 1789 1.338470e-01 -4.679452e-02 -0.0497255373 1.576504e-02 -0.3666056695
## 1790 -1.994533e-02 2.418596e-01 0.0154656794 2.593693e-02 -0.1718551383
## 1791 -3.207166e-02 -5.376603e-02 0.0138865562 -2.359897e-01 0.0539294625
## 1792 -1.268884e-01 -1.960797e-01 0.0743702251 5.397615e-02 0.0063753153
## 1793 -8.950914e-02 6.026919e-02 -0.1117949258 -8.318713e-02 0.1028611258
## 1794 8.568272e-02 -8.480471e-02 0.0419195408 6.907027e-02 0.0229607663
## 1795 -1.113686e-01 -2.381441e-01 -0.0214841182 9.219564e-02 -0.1848168325
## 1796 1.141800e-01 6.549975e-02 0.1482096424 -1.213752e-01 0.2113571093
## 1797 2.469931e-01 1.646809e-01 -0.2909573187 -3.202166e-02 0.1706416996
## 1798 1.862974e-01 4.287378e-02 0.1080217723 -1.052307e-01 -0.1858665546
## 1799 -8.852822e-03 -1.861353e-02 -0.1162204659 -6.986650e-02 -0.2705262001
## 1800 2.660678e-01 3.663164e-02 0.1837759688 1.385228e-01 0.1904466433
## 1801 2.031440e-02 -1.004286e-01 -0.0723242664 -1.440392e-01 -0.1021402319
## 1802 1.718602e-01 -1.068964e-01 0.2551753405 -3.909214e-02 -0.1122402096
## 1803 6.077307e-03 9.871103e-02 0.1183283459 3.641486e-02 0.0940741613
## 1804 1.094093e-01 2.420879e-01 0.0341306831 2.343511e-02 0.0572242442
## 1805 3.980117e-01 -9.396240e-02 0.3496473186 1.841122e-01 -0.1105908598
## 1806 4.426752e-02 2.093317e-01 -0.0804216036 -2.247629e-01 0.0906815452
## 1807 1.067728e-01 1.199723e-01 -0.0652134314 -5.627931e-02 0.0253076277
## 1808 8.085088e-02 1.522709e-01 0.0253503453 -1.506277e-01 -0.1123724453
## 1809 1.355257e-01 3.191504e-02 -0.0452766872 1.462369e-01 -0.1452535736
## 1810 1.360976e-01 -1.827215e-01 -0.0221198406 -2.500931e-01 0.1862244974
## 1811 6.492384e-02 1.964418e-02 0.1393392732 -1.305619e-01 -0.0792253757
## 1812 -8.055974e-02 -5.610578e-02 0.0095775463 -1.684210e-01 -0.1064972663
## 1813 5.499376e-02 7.470347e-02 0.0663614213 1.012043e-04 -0.0443334617
## 1814 1.767479e-01 -1.114699e-01 -0.0566723479 -2.349997e-01 -0.1009107486
## 1815 7.447925e-02 2.642913e-02 -0.0561183072 2.758449e-01 -0.0031806962
## 1816 -2.935443e-03 2.586741e-02 0.0443552296 -1.696344e-01 0.0864011438
## 1817 -1.062329e-01 -1.897898e-01 0.0026965009 -1.450549e-01 0.0211006320
## 1818 2.030300e-01 -4.433532e-02 -0.0813722993 1.653733e-01 -0.0264033327
## 1819 3.441956e-02 5.361848e-02 -0.0148789257 -6.912526e-02 -0.0666861610
## 1820 4.996147e-02 5.835095e-02 -0.2589912807 4.911050e-02 -0.1174849367
## 1821 -6.446051e-03 1.962042e-01 0.0362174300 -7.437501e-02 0.0917393237
## 1822 -8.250571e-02 3.041093e-02 -0.1303605366 5.767063e-03 -0.0816796176
## 1823 1.642932e-02 -4.369085e-02 -0.0189644052 2.463827e-02 0.0786589527
## 1824 -1.393822e-01 -5.271214e-02 0.1865552437 -5.029812e-02 0.1442073301
## 1825 1.919708e-02 -1.504418e-02 -0.0633972231 1.278682e-01 -0.0454247452
## 1826 -6.603434e-02 4.291122e-02 0.0079367123 2.101756e-02 -0.2171746980
## 1827 4.557983e-02 6.728789e-02 -0.0249500792 -4.395174e-02 0.2592538429
## 1828 -7.251358e-03 -4.548875e-02 -0.1709750924 1.613582e-01 0.0240320398
## 1829 -4.358198e-02 2.621198e-02 -0.0607542374 6.119456e-02 -0.1884137438
## 1830 -1.100003e-01 -1.050474e-01 0.0908716728 -5.086680e-03 0.0299678318
## 1831 2.585095e-02 2.055280e-01 0.0849064297 -1.642474e-01 0.0300884429
## 1832 -2.214870e-01 -9.393060e-02 0.0291495757 6.709723e-03 -0.1282714442
## 1833 -2.995441e-02 -1.922898e-03 0.0779351276 -6.968337e-03 -0.0159430142
## 1834 -3.826962e-02 3.563442e-02 -0.0684361293 1.135462e-01 0.0665456076
## 1835 1.394989e-01 9.222311e-02 -0.0867901263 -1.675402e-01 0.0542714309
## 1836 -1.311664e-02 6.768098e-02 -0.2180603322 -2.055930e-02 0.2869057480
## 1837 -1.593210e-01 -7.143468e-03 0.1895271967 -8.052621e-02 0.0218310580
## 1838 -2.761599e-02 -7.332751e-02 -0.1592452751 2.093948e-01 -0.0582734618
## 1839 -1.191234e-01 -8.244701e-02 -0.2541137638 1.309946e-01 -0.1412125320
## 1840 9.454592e-02 -4.916736e-02 -0.0142263855 -4.437568e-02 0.0011313939
## 1841 -1.782831e-02 7.041196e-02 0.2456250686 -1.309277e-01 -0.1725823747
## 1842 -4.562510e-02 4.164738e-03 -0.1189573645 1.402608e-01 -0.0666891516
## 1843 3.018550e-01 4.517923e-02 0.0353365550 -7.739513e-02 0.0185320995
## 1844 8.600555e-02 2.748225e-01 0.1122583153 -8.810008e-02 -0.1040952179
## 1845 -1.851471e-01 7.492720e-02 0.0029667788 -6.204586e-02 0.1069202328
## 1846 1.623033e-01 8.020350e-02 -0.0300325456 7.387049e-02 0.0431680148
## 1847 -2.131458e-02 3.187911e-02 -0.0165076224 -4.530966e-02 0.0510868816
## 1848 -1.634502e-02 -2.159928e-01 0.2620117072 -9.079819e-02 0.1284410881
## 1849 7.527057e-02 4.120018e-01 -0.1229260622 -4.995109e-02 -0.0441412452
## 1850 1.729313e-01 1.456775e-01 0.2244307930 -1.041487e-01 0.1798819265
## 1851 -3.343436e-01 -1.398193e-01 -0.0963763832 -8.567098e-02 0.1138350310
## 1852 -1.083015e-01 -5.325213e-02 -0.0211310590 1.530987e-01 -0.1028390185
## 1853 8.092392e-03 3.705989e-03 0.0745474600 -5.650021e-03 -0.0514693714
## 1854 -5.992097e-02 -1.646214e-01 0.3039597755 -8.747198e-02 -0.1136393389
## 1855 8.597173e-02 1.072025e-01 -0.1146555477 -8.140419e-02 0.0528333165
## 1856 -7.519089e-02 1.056660e-01 -0.0604513769 -2.011293e-02 -0.0831457195
## 1857 6.175664e-02 2.144692e-01 0.0271990694 2.156297e-01 0.1754259289
## 1858 -5.858298e-02 3.768161e-02 0.2498981127 -1.247032e-01 -0.1141197194
## 1859 -1.497773e-01 2.097468e-01 -0.0017200425 -3.822128e-02 0.1037960417
## 1860 -9.126448e-02 2.647251e-01 -0.0199168487 -1.108675e-02 0.0030982716
## 1861 -3.168541e-01 1.054684e-01 -0.0777706485 -8.382718e-02 0.0261377975
## 1862 -3.271476e-02 -2.015111e-02 -0.0272170189 8.048033e-02 -0.0175047168
## 1863 -6.042687e-04 -1.746224e-02 0.0494543669 -3.844102e-02 -0.1202518607
## 1864 -1.712888e-01 9.702688e-02 0.1616776371 1.304803e-01 0.0876552864
## 1865 3.887663e-02 -5.475186e-02 -0.1369490146 -1.658650e-01 0.0592936957
## 1866 1.039754e-01 -6.385449e-03 -0.1182762745 1.470199e-01 -0.1355596229
## 1867 1.482291e-01 -9.906035e-02 -0.0248154861 -1.738618e-01 0.0085852441
## 1868 -6.408495e-02 5.325243e-02 -0.0700183735 -2.040035e-01 -0.0854177706
## 1869 -1.510407e-01 -9.004081e-02 0.1014338971 8.646735e-02 -0.0173465356
## 1870 1.711921e-01 -1.424039e-01 0.2199134784 -2.879624e-02 -0.0847659659
## 1871 -2.562492e-01 1.083483e-01 -0.0126405043 2.683833e-01 0.1222057882
## 1872 1.937718e-03 5.604763e-02 -0.0179292517 -1.423826e-01 0.1511684320
## 1873 5.737254e-02 1.323263e-01 0.3115132112 1.085679e-02 -0.1232705582
## 1874 -1.221799e-01 -3.543015e-01 -0.1239215754 -1.895487e-01 0.0269753467
## 1875 8.147651e-02 -8.561545e-02 0.0097716385 3.040112e-01 0.1872065110
## 1876 9.917907e-02 2.618619e-01 -0.1225658811 -1.998773e-01 -0.0547864337
## 1877 2.359638e-02 1.849206e-02 0.0302764242 2.546228e-02 -0.0240859014
## 1878 5.149903e-02 -1.452578e-01 0.1896592231 -5.080249e-02 -0.0462461875
## 1879 -1.727225e-02 -1.375872e-01 -0.1136567801 7.859860e-02 -0.0383826687
## 1880 2.517837e-01 -5.961168e-02 -0.0661918839 -8.853934e-02 0.0961228182
## 1881 -4.193747e-02 1.390183e-01 0.0162212758 1.856365e-01 0.0378457284
## 1882 1.075731e-02 -7.343657e-03 0.1316678190 -1.284314e-01 -0.0263122365
## 1883 -5.395406e-02 1.864325e-03 -0.0264311916 9.145073e-02 -0.0087016042
## 1884 1.242170e-01 -1.054861e-01 -0.0071794725 -6.675656e-02 0.0110614992
## 1885 5.128069e-02 -4.251572e-02 0.0114339687 -7.009552e-02 0.0445293149
## 1886 1.984559e-02 1.283207e-01 -0.1607282716 -2.426640e-01 -0.0783726377
## 1887 2.419929e-02 -2.027136e-01 0.0451421794 7.945466e-02 -0.0066488344
## 1888 8.294710e-02 1.963229e-01 0.2082138458 1.542905e-01 -0.0794535516
## 1889 1.180911e-01 -2.205360e-02 -0.0342597011 -3.859590e-02 0.0009838061
## 1890 1.784119e-01 2.628285e-01 -0.0569319660 2.564091e-03 -0.0761773750
## 1891 1.509785e-01 2.816626e-02 0.1342049440 -2.213266e-01 0.0565453605
## 1892 3.223447e-02 1.868007e-02 -0.0074907753 2.244135e-01 -0.1568022862
## 1893 1.809241e-01 -8.217727e-02 -0.0769067130 -1.553041e-01 -0.1450766875
## 1894 3.014539e-01 -7.817874e-02 -0.1858815666 -6.423878e-03 0.0600699112
## 1895 7.322835e-03 1.399960e-01 0.1981559040 1.401254e-01 0.0784311028
## 1896 6.500097e-02 2.147941e-02 0.0566633907 -1.806586e-01 0.2656061543
## 1897 -3.533230e-02 -3.917281e-03 -0.0911746813 1.023787e-01 -0.0436883493
## 1898 1.851281e-02 -1.184973e-01 0.3048618596 9.956969e-02 -0.1080660201
## 1899 1.582553e-02 -1.275381e-01 0.1041164891 -6.008000e-02 -0.1382946005
## 1900 -6.156030e-02 2.164770e-01 -0.1651701023 7.036991e-02 0.0474003895
## 1901 4.308117e-02 -5.543090e-02 0.1166210904 2.283773e-01 -0.0404136643
## 1902 1.438783e-01 -1.712973e-01 0.0166683866 -3.690857e-02 -0.0018557570
## 1903 1.004813e-01 -1.675818e-01 -0.2478803115 -3.230617e-02 0.2131870671
## 1904 2.915299e-01 2.851087e-02 0.2197466566 -1.693198e-03 -0.0212606822
## 1905 2.277534e-01 -4.931441e-02 -0.0480736682 3.779699e-03 0.1918989204
## 1906 -2.707795e-01 -2.116849e-01 -0.2314287886 -1.211868e-01 0.0564305989
## 1907 -1.048213e-01 -2.025327e-01 0.2259949116 3.343330e-02 0.2212835458
## 1908 6.945136e-02 -4.176370e-02 0.1024004216 -4.310898e-02 -0.1260577731
## 1909 -9.957798e-02 2.164546e-01 -0.1211224633 2.335584e-01 -0.1144915217
## 1910 2.613552e-01 3.184577e-01 -0.0210502678 1.180265e-01 0.0060032207
## 1911 -1.367705e-01 1.728049e-02 -0.0668962267 -2.131958e-01 0.3092571682
## 1912 3.084206e-01 -3.033367e-02 0.1320075608 3.832506e-02 -0.0195179139
## 1913 -2.064714e-01 -6.896118e-02 -0.1051338140 -1.226758e-02 0.0310164348
## 1914 -4.478771e-03 -6.505203e-02 0.1094318697 -8.857662e-02 -0.2064686488
## 1915 -3.964792e-01 1.529009e-02 0.1508587265 -1.405473e-01 -0.1031752027
## 1916 5.478453e-02 -1.629465e-01 -0.0492693068 6.119161e-02 0.1762838124
## 1917 -5.294994e-02 1.153043e-01 -0.1470641108 3.649217e-02 0.0503615723
## 1918 -5.667667e-03 1.196621e-01 0.1446685217 -1.322961e-01 0.1116209913
## 1919 8.487331e-02 8.211930e-03 -0.1035227548 5.594747e-02 -0.1477132677
## 1920 -1.639500e-01 -1.418427e-01 -0.1393359414 1.452337e-02 0.1596432186
## 1921 1.068874e-01 1.098988e-02 0.0381663640 2.078037e-01 -0.1261536779
## 1922 -8.771799e-04 1.304006e-01 -0.1028143575 -9.902319e-02 -0.1336862627
## 1923 -6.556821e-02 -9.128119e-02 -0.0676734855 -1.916835e-02 -0.1181610584
## 1924 -1.805190e-03 -1.947443e-01 0.1192589380 -8.569913e-02 0.0808777598
## 1925 -1.309352e-01 1.854806e-01 -0.0550429338 -9.077006e-02 -0.0775527438
## 1926 -5.172529e-02 -1.043697e-01 -0.0093358861 1.074417e-02 0.0762506757
## 1927 -1.792160e-01 -1.418128e-02 0.1745955014 6.476194e-02 0.0316035493
## 1928 -1.521429e-01 8.123250e-02 0.0075468689 1.321065e-02 -0.0508362281
## 1929 -3.088230e-02 2.156517e-02 -0.1207983228 4.829086e-02 -0.0030961192
## 1930 2.129353e-02 -2.717332e-01 -0.0596957716 -6.123465e-02 -0.0368514913
## 1931 2.417034e-01 1.844059e-01 0.0407752346 6.496130e-02 0.0222751376
## 1932 -1.234379e-01 1.822207e-01 0.0593453935 1.027768e-03 -0.2143354092
## 1933 -1.506758e-03 -2.365380e-01 -0.0928079171 -7.911511e-02 0.0227162663
## 1934 1.541001e-02 -2.264329e-01 0.0102987402 2.274233e-01 0.0517773179
## 1935 -3.511544e-02 2.673150e-01 -0.0180019177 1.121250e-01 -0.0879949664
## 1936 -6.155237e-02 1.418927e-01 0.0740678425 -1.222540e-01 -0.0474845032
## 1937 -1.372380e-01 -7.814898e-02 -0.0270014046 -9.013152e-03 0.1916570706
## 1938 -3.562326e-02 -1.315193e-01 0.1159637385 6.365559e-02 -0.1127101095
## 1939 -1.262788e-01 -1.306014e-01 -0.2848520608 8.446559e-02 -0.1349801160
## 1940 -1.907547e-01 2.242803e-01 0.0139432084 6.966146e-02 -0.1002270294
## 1941 -1.879943e-01 -5.074119e-02 -0.0707112541 -9.180641e-02 -0.0244413487
## 1942 -1.039136e-01 -1.151949e-02 0.0345576964 2.612470e-01 0.1537318506
## 1943 -2.669333e-01 1.487739e-01 0.1689432417 -1.597191e-01 0.0384260594
## 1944 -2.293584e-01 -7.694708e-02 0.0559440762 4.415936e-02 -0.1535171836
## 1945 1.148516e-02 -1.232198e-01 -0.1776555103 -9.865854e-03 0.0158506405
## 1946 1.256750e-01 1.434667e-01 0.1012615144 -5.054576e-02 -0.1100013485
## 1947 1.851223e-02 9.156421e-02 -0.0145981986 -4.864668e-03 -0.1717165812
## 1948 1.424257e-01 9.604202e-02 0.1207030468 2.577072e-02 0.2833791855
## 1949 -2.893696e-01 6.512332e-03 -0.2206402204 -1.019953e-01 0.1017105654
## 1950 1.500162e-01 -6.253802e-02 0.1486482780 -1.921208e-02 -0.2824265215
## 1951 -9.160979e-02 1.505919e-01 -0.0459110551 -1.360449e-01 -0.0130372156
## 1952 3.018451e-01 1.034964e-01 0.2323963504 2.827524e-02 0.3546708103
## 1953 -4.051186e-01 2.283104e-03 -0.4475108321 -1.696446e-01 0.1067484930
## 1954 2.095549e-01 -2.936214e-01 0.1276417589 4.413413e-02 0.1013871680
## 1955 -9.916578e-02 -1.283486e-01 0.2892597286 -1.562609e-01 -0.0144400885
## 1956 -1.978560e-01 2.724338e-01 0.0104377752 2.393331e-01 0.0573936606
## 1957 -3.253160e-01 4.888406e-01 -0.1653197782 -1.300226e-01 0.0302025330
## 1958 3.580071e-01 -7.120282e-03 0.0046934019 -3.399277e-01 0.0050462899
## 1959 2.629147e-02 -3.774831e-01 -0.3262201200 -3.778392e-01 -0.2013873854
## 1960 1.055405e-01 -2.694265e-01 -0.0421113154 3.812787e-02 -0.2363606926
## 1961 -7.887853e-02 -1.243389e-01 0.3475048359 -8.942217e-02 0.0687206405
## 1962 -1.718513e-01 9.705124e-02 0.0999727689 1.456241e-01 0.0460278847
## 1963 4.196770e-01 -4.665192e-02 0.1419965968 2.805873e-02 0.0756165162
## 1964 2.077534e-01 1.254171e-01 -0.0467673451 8.219844e-02 -0.0560045198
## 1965 -1.489001e-02 -9.875826e-02 0.1588750447 2.017001e-01 0.1747473349
## 1966 7.682728e-02 1.333840e-01 -0.2586944559 -2.830155e-02 -0.0511485757
## 1967 1.340408e-01 -7.479378e-02 0.0438299520 -2.814107e-01 -0.0528357218
## 1968 -7.851614e-02 -1.406605e-01 0.0141689967 1.981134e-01 0.0480623516
## 1969 1.123053e-01 2.502670e-01 0.0133541310 -1.114849e-02 0.0265252130
## 1970 2.072334e-01 1.593402e-02 0.0117882556 7.610316e-02 0.1417575840
## 1971 -1.142744e-01 1.885845e-01 0.1644039376 -1.572901e-01 0.1010401646
## 1972 -7.228501e-02 -1.271352e-01 -0.0577908035 -3.235770e-02 -0.0360775668
## 1973 6.787851e-02 -1.223872e-01 -0.0910808823 1.577606e-01 0.1077985426
## 1974 -1.259740e-02 -9.862412e-04 0.1239134515 4.878565e-02 -0.1414590746
## 1975 -1.015246e-01 6.714679e-02 0.0096369447 -1.126801e-01 -0.1129039142
## 1976 1.007893e-01 1.535224e-01 -0.0337535495 1.211034e-01 0.1014125473
## 1977 -1.018066e-01 -1.217645e-01 -0.0022983853 -9.133693e-03 0.0520503139
## 1978 4.371333e-02 -1.571976e-01 0.0704497955 -1.094689e-01 -0.0129809184
## 1979 3.840282e-03 1.129910e-01 -0.2180987138 1.715182e-01 0.0142025349
## 1980 -2.436203e-02 -1.234529e-01 0.0546428324 2.334243e-02 -0.1119820304
## 1981 1.247005e-01 1.893928e-01 0.1445767656 3.566857e-02 -0.0794875956
## 1982 -1.216915e-01 -3.923335e-02 0.0934242308 -4.269223e-02 0.1785969793
## 1983 -1.024098e-01 5.690562e-02 -0.2106397961 1.454445e-01 -0.0214634032
## 1984 1.659347e-01 3.480014e-02 -0.0066120902 -1.471342e-01 0.1111005407
## 1985 -1.841372e-01 -1.629772e-02 0.1969249314 -2.805669e-03 0.1655414871
## 1986 -1.075546e-01 8.866332e-02 -0.0754117933 1.754774e-01 -0.1583796690
## 1987 3.994313e-02 -1.043500e-01 0.0552837205 2.463263e-01 0.0942764729
## 1988 5.742877e-02 1.311494e-01 -0.0838471305 -4.686135e-02 0.0150186058
## 1989 -1.437292e-02 3.203725e-02 -0.1799474338 7.027307e-02 0.1035765080
## 1990 1.571090e-02 -1.276979e-01 -0.0269522094 -8.095219e-02 -0.0909062655
## 1991 1.299743e-01 -1.511329e-01 0.1629146627 9.209077e-02 -0.0625849450
## 1992 -1.131944e-01 -5.004669e-02 0.2921160381 1.601135e-02 0.0100210010
## 1993 4.813926e-02 -8.266744e-02 -0.3454175050 -9.556555e-02 -0.0880956636
## 1994 -7.922594e-02 2.888528e-02 0.0187248117 -1.465718e-01 -0.0043201380
## 1995 1.191540e-01 2.656818e-03 0.1002840132 1.214337e-02 -0.0484784589
## 1996 1.028739e-01 1.078568e-01 -0.0964082105 4.413869e-02 0.0954821586
## 1997 1.401307e-01 -9.532620e-02 -0.2485217622 -8.000979e-02 0.0344689264
## 1998 7.075633e-02 1.604737e-01 0.1961395239 6.969689e-02 0.1333801168
## 1999 -3.091486e-01 1.404077e-01 0.2306166260 -1.097306e-02 -0.0957474905
## 2000 -2.422544e-01 -7.713426e-02 -0.0212129906 3.535140e-02 -0.1479633276
## 2001 2.507550e-01 9.926433e-02 0.0757950891 -1.744993e-01 0.0331041223
## 2002 -1.866163e-01 -1.060949e-01 0.0900147426 -5.042842e-02 0.0338364906
## 2003 9.414481e-02 1.394310e-02 0.0296465873 9.732108e-02 -0.1128381688
## 2004 -2.950162e-02 -2.429435e-02 -0.0968520590 -2.907266e-01 -0.0798285912
## 2005 3.924111e-01 -3.020124e-02 -0.0919279442 2.155567e-01 -0.2818343116
## 2006 2.884639e-01 2.754187e-01 -0.2850587822 -1.241162e-01 -0.2784843716
## 2007 -1.752163e-01 5.165884e-01 -0.1879058551 -3.520925e-02 0.1909731351
## 2008 -2.817571e-01 3.778104e-02 0.4291203207 -6.005964e-01 0.1244529055
## 2009 9.348150e-02 -1.142493e-01 -0.2360327287 1.189775e-01 -0.1380994016
## 2010 3.946730e-01 1.318937e-02 0.3648103496 -1.900298e-01 -0.1080606170
## 2011 -2.085961e-01 1.871471e-01 -0.1797562865 -4.383349e-02 0.0005056743
## 2012 -2.944040e-02 -6.901988e-02 -0.0933929583 2.431051e-02 -0.1432574140
## 2013 4.017620e-01 -2.748167e-01 0.1568251233 -1.445244e-01 0.1020713411
## 2014 -1.157317e-01 1.300906e-01 0.0917743582 -1.306682e-01 -0.1199513323
## 2015 6.421743e-02 -2.303941e-02 -0.1527151400 -2.215907e-01 0.2568604350
## 2016 -3.206908e-02 1.143078e-01 0.1392336350 7.481399e-02 0.1506324464
## 2017 -5.076354e-02 1.012209e-01 -0.1351526177 1.110641e-01 -0.1327995848
## 2018 -1.765100e-02 1.758238e-02 -0.0597555602 2.138409e-02 0.0422800337
## 2019 -1.413794e-01 -8.179715e-02 0.0804562303 1.184009e-01 -0.0106595536
## 2020 8.695748e-02 1.866619e-01 0.0772906193 1.108872e-01 0.0433507535
## 2021 -1.384232e-01 -9.386271e-02 -0.2159211224 -1.588390e-01 0.1742900489
## 2022 -1.698717e-01 6.988206e-02 -0.1462543407 8.084999e-02 -0.2974522212
## 2023 1.009435e-01 -1.519500e-01 0.0476664226 -3.846992e-02 -0.0180088435
## 2024 6.774557e-02 2.212093e-01 0.2193193137 1.191090e-01 -0.0427247178
## 2025 -1.741835e-01 -1.335151e-01 -0.1898575079 -3.407341e-02 -0.0924378932
## 2026 -2.188094e-01 1.439415e-01 0.1114142205 1.495552e-01 0.1409666825
## 2027 -3.091434e-01 -4.363141e-02 -0.0795144329 -7.796888e-02 0.0186759988
## 2028 1.204940e-01 -1.017450e-01 -0.0462243808 7.638417e-02 -0.0257283857
## 2029 -3.994847e-02 6.340558e-02 -0.1082929598 -1.558592e-01 0.0188309993
## 2030 1.857129e-01 1.377281e-02 0.0510468154 1.204875e-01 -0.1403945300
## 2031 1.178816e-01 -2.694498e-01 0.1119238753 -1.706128e-01 -0.0854561849
## 2032 -3.248295e-02 1.038413e-02 -0.1495051553 3.166387e-01 0.1476786607
## 2033 1.667201e-02 2.624142e-01 0.0100962067 -9.923237e-02 0.0282824943
## 2034 -1.633335e-01 1.226774e-01 -0.0033148505 -6.135395e-02 -0.0390075171
## 2035 5.130672e-02 6.630998e-02 0.0492005921 7.415508e-02 -0.1169205545
## 2036 3.478931e-02 8.856052e-02 0.1459718258 -7.718529e-02 0.1104995975
## 2037 -1.931251e-01 -2.350592e-01 -0.1989589308 9.403833e-02 0.2179079460
## 2038 7.129835e-02 -1.724551e-01 0.0390917937 1.815048e-03 -0.0365882090
## 2039 -1.731061e-01 -1.262256e-01 -0.0947745414 -3.433089e-02 -0.0542641365
## 2040 -2.883273e-02 -6.982943e-03 0.1911384849 -7.945715e-02 -0.0834951933
## 2041 1.835440e-01 -2.366229e-02 -0.4714135296 9.221917e-02 0.1016001284
## 2042 -1.122018e-01 -2.874448e-02 -0.1013502523 1.317117e-01 0.0026306388
## 2043 1.918060e-01 1.357779e-02 -0.0659323135 -8.202073e-02 -0.0797261186
## 2044 4.744568e-02 -3.822340e-02 0.0593725067 -1.814269e-02 -0.0829038213
## 2045 2.836342e-01 8.002455e-02 -0.0245710018 8.046513e-02 0.0092370817
## 2046 6.247844e-02 -9.463690e-02 0.0413345743 -6.523312e-02 -0.2561052580
## 2047 -7.899504e-03 -2.081529e-01 -0.0217101728 8.942738e-02 -0.0736629972
## 2048 -1.922808e-01 4.847915e-02 -0.0140973532 1.842038e-02 0.0529369942
## 2049 -1.738768e-01 1.529919e-01 -0.0905361398 -2.479257e-01 -0.1033194493
## 2050 2.104203e-01 -1.911570e-01 -0.1345708874 2.377597e-02 0.1825411788
## 2051 -1.321766e-02 1.308991e-02 0.1155431241 -1.463459e-01 -0.0917601126
## 2052 -9.549411e-02 -9.858140e-02 -0.1723135700 3.270028e-01 0.2194164850
## 2053 6.512672e-02 3.101021e-01 0.2045864318 1.140107e-01 0.0351752574
## 2054 6.375452e-02 -1.170504e-01 0.1830906607 -3.609849e-01 -0.3454270367
## 2055 2.824965e-01 -2.108821e-01 -0.1304079072 2.233091e-01 0.0006716806
## 2056 -3.720449e-01 6.233179e-02 0.1248411214 5.004453e-02 0.0672803228
## 2057 -3.718248e-01 2.774962e-01 0.1583257278 -2.675775e-01 0.1059108239
## 2058 3.414682e-02 1.333672e-01 -0.0847077488 1.300058e-01 -0.0552471439
## 2059 1.392532e-01 -9.570227e-02 -0.0782955888 -2.884824e-01 0.0860060147
## 2060 -6.196884e-02 1.305798e-01 0.0951231927 -1.829232e-01 0.0621523828
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## 2062 -3.204981e-01 -7.475271e-02 0.1156629276 3.902055e-03 0.0762774538
## 2063 -3.805753e-02 -1.364509e-01 -0.1519323577 7.003870e-03 0.3109225327
## 2064 1.291426e-01 9.028624e-02 -0.0406836645 1.349928e-01 0.0457373035
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## 2066 2.544779e-02 3.176098e-02 -0.2682402198 1.510872e-02 -0.1033052379
## 2067 1.404635e-02 1.308630e-01 0.0497348543 1.143096e-01 0.0945903763
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## 2071 3.335539e-02 -3.164295e-03 0.0208711755 6.597393e-03 0.0689762557
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## 2075 -1.215325e-01 8.167887e-02 0.0342331692 5.102298e-02 0.0369278859
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## 2081 1.188260e-02 3.714821e-02 -0.0654136917 1.678899e-01 -0.0495969786
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## 2086 1.984125e-02 -2.129117e-01 -0.2120784443 1.276978e-01 0.0936854518
## 2087 1.136846e-01 1.705958e-03 0.1881571921 4.194991e-02 -0.0199456375
## 2088 1.379195e-02 1.475153e-01 0.2621565372 1.776937e-01 -0.0890785362
## 2089 1.446969e-01 -1.647029e-01 -0.0082638867 1.557440e-02 0.1350097727
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## 2091 1.640572e-02 -1.527329e-01 0.0058745241 1.132161e-01 -0.0622917413
## 2092 -2.699861e-01 -1.911471e-01 -0.0161710956 2.408767e-02 0.2372956017
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## 2095 -4.346280e-02 2.187634e-01 -0.3016254287 6.355027e-02 -0.0651315877
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## 2099 5.807765e-02 -4.871357e-02 -0.0432711892 3.792374e-01 0.0270051862
## 2100 5.423556e-03 1.866260e-01 -0.1646454066 2.500125e-01 -0.0721694962
## 2101 -3.427121e-01 4.212176e-02 0.0569736827 2.147867e-01 0.1720627139
## 2102 -3.342993e-02 2.619511e-02 0.0252781338 -2.433285e-01 0.0550231226
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## 2104 -1.027328e-02 1.259666e-01 0.0002697302 4.161792e-02 0.0040112853
## 2105 -1.554558e-01 8.367632e-02 0.1950226296 1.217935e-01 -0.2722710131
## 2106 1.054083e-01 1.125663e-01 -0.0931888491 -2.329037e-01 0.1430384524
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## 2109 2.128592e-01 -1.555180e-02 0.0582020267 -1.340472e-01 0.0239816328
## 2110 -9.820918e-03 -7.086432e-02 -0.1902607701 1.753711e-01 0.0660445041
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## 2112 4.318150e-02 1.521241e-01 0.0973939597 2.487170e-02 -0.0742203206
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## 2114 -2.232302e-02 -7.340331e-02 0.0036501724 7.860208e-03 -0.1836536216
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## 2119 1.064784e-01 1.246208e-01 0.0382937397 -1.734086e-02 0.0516988359
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## 2122 -2.318442e-01 1.951012e-02 -0.0290918503 1.417249e-03 0.0739893719
## 2123 -1.335003e-01 8.196730e-02 0.0147317368 7.263629e-02 -0.0123898804
## 2124 3.317640e-03 -1.681453e-01 -0.0493073194 1.296766e-01 0.0436307980
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## 2126 -1.049599e-01 9.055508e-02 -0.2266046983 6.875231e-02 -0.0893231648
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## 2128 1.667872e-02 -1.327830e-02 -0.0572134806 1.160580e-01 -0.1145817048
## 2129 1.653121e-02 2.081798e-01 0.1850744036 -8.678621e-03 0.1535530458
## 2130 -2.280319e-01 3.886592e-03 -0.0052616131 5.179783e-02 0.1289055867
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## 2132 -1.406035e-02 2.377394e-03 -0.0839708420 1.120621e-02 -0.0312294601
## 2133 -1.263102e-02 1.475162e-02 0.1030948542 2.238510e-02 0.1169592542
## 2134 2.263913e-02 -1.409397e-01 -0.1612094321 1.512038e-02 0.0180560300
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## 2136 -7.967361e-02 5.711135e-02 -0.0248712570 8.540018e-02 -0.0395357171
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## 2143 7.886276e-02 1.835730e-01 -0.0126438837 1.071396e-01 0.0118656585
## 2144 1.130381e-01 -1.991385e-01 0.0334368510 1.488218e-02 -0.0692721329
## 2145 1.043899e-01 8.680112e-02 0.1384139115 2.551141e-01 -0.2841475233
## 2146 4.028257e-02 -1.002435e-02 -0.0755101088 -2.877205e-01 -0.1232033885
## 2147 4.258567e-02 9.517164e-02 0.1032692631 -2.898995e-02 0.1113968494
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## 2157 4.739819e-02 -1.070169e-01 0.0667725419 2.250246e-02 0.0772188773
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## 2159 -1.566979e-01 2.215488e-01 0.1631320016 8.584761e-02 0.0936169788
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## 2162 2.928215e-02 5.877862e-02 -0.0427427568 6.428885e-03 0.3910884583
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## 2186 -7.369588e-02 -1.893294e-02 0.0618477600 7.838191e-02 0.0592684177
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## 2189 1.015884e-01 6.361123e-03 0.0131289716 -7.121552e-02 0.2648626197
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## 2237 -3.180023e-01 1.708445e-03 0.1545290657 1.569139e-01 -0.1077002137
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## 2242 -1.143363e-01 1.237056e-01 0.0821447791 -1.716409e-03 0.1624140734
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## 2246 1.070758e-01 1.103238e-01 0.1730156679 -3.295161e-02 -0.0549788803
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## 2248 1.571050e-02 4.586041e-02 0.0396058971 1.854727e-03 -0.1397270450
## 2249 8.472467e-02 1.474239e-02 0.0224306756 1.038877e-01 0.0874068951
## 2250 -1.939853e-02 1.659221e-01 0.1666412783 -7.740430e-02 0.1273425877
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## 2257 9.046708e-02 -1.031356e-01 0.0313313123 1.298181e-01 0.0161241489
## 2258 9.604517e-02 2.140113e-01 0.1187491257 -1.945309e-01 0.0396194459
## 2259 -5.714425e-02 -1.379119e-01 -0.0015730392 -2.108585e-02 0.1076406116
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## 2262 -1.204801e-03 6.812431e-02 0.1034322898 1.395035e-01 0.0170834393
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## 2264 -1.612369e-01 2.884749e-02 0.0710315292 -2.648656e-02 0.0548794984
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## 2269 1.477138e-01 1.857305e-02 -0.0982913613 -2.533989e-01 0.1732492900
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## 2274 1.198230e-02 1.843610e-01 -0.0079189798 2.160115e-02 0.0006747432
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## 2276 2.574693e-01 6.888555e-02 -0.0824551412 1.173323e-02 -0.0618958805
## 2277 1.394024e-02 -8.622698e-02 -0.2057736996 1.434574e-01 0.0315992501
## 2278 5.987642e-02 3.372492e-01 0.2546112456 1.456015e-01 0.0194879787
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## 2284 2.958406e-01 -3.040024e-01 0.0008366754 -2.245358e-01 0.1093473952
## 2285 2.131023e-01 -1.540145e-01 0.1006756100 2.063058e-01 0.0177673947
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## 2287 1.463485e-01 -8.836921e-02 0.0527628893 -1.273035e-01 -0.1044250970
## 2288 2.699920e-01 3.036766e-01 -0.2219997780 1.780640e-01 0.0301462429
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## 2290 -1.161127e-01 -2.192978e-01 0.2037882398 5.131017e-02 0.0638616004
## 2291 1.101871e-01 8.173170e-02 0.0343157466 3.892637e-03 0.0918550051
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## 2293 -9.544907e-02 3.445033e-03 0.2807117378 1.623046e-01 0.0149303572
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## 2295 5.606849e-02 3.082186e-02 -0.0142605704 -3.242878e-02 -0.1600961917
## 2296 4.486802e-02 9.796525e-02 0.1076646599 3.135537e-02 0.1480230893
## 2297 6.994998e-02 1.059354e-02 -0.0444322945 -3.067081e-02 0.1774418567
## 2298 7.281760e-02 -1.325389e-02 -0.1513315761 -1.759035e-01 0.0101211740
## 2299 3.197572e-02 1.283701e-02 0.1057836574 1.531101e-01 0.0365604876
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## 2301 2.410782e-02 -5.066770e-02 -0.0315768131 5.903485e-02 -0.0611846593
## 2302 2.000895e-01 -5.928062e-02 -0.2451698549 -6.356689e-02 0.0351513641
## 2303 -1.558405e-02 -1.796071e-01 0.1124884000 -1.137835e-01 -0.0068937532
## 2304 -4.874182e-02 -1.580053e-01 -0.0208471498 1.649939e-01 -0.1047559143
## 2305 -5.027221e-02 2.078076e-02 -0.0065860273 -5.317984e-02 0.0013091257
## 2306 -1.493221e-01 4.550236e-02 -0.0690017786 8.892693e-02 0.0532532909
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## 2308 -2.780468e-02 1.223383e-01 -0.0278237359 -3.108673e-02 0.0913505520
## 2309 2.394190e-02 -8.534027e-02 -0.0174647074 1.378266e-02 -0.1463179084
## 2310 -1.059624e-01 -1.611819e-01 -0.0332371513 -1.468186e-01 0.0832881769
## 2311 2.760915e-01 6.576517e-02 -0.0985919389 1.922229e-01 0.0803920803
## 2312 2.923982e-02 7.409166e-02 -0.3417391312 -2.853547e-02 0.0255217715
## 2313 -1.832561e-01 1.501992e-03 0.1728798628 1.853791e-01 0.0442640582
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## 2315 6.063153e-02 -2.326512e-01 0.0612211653 -2.353189e-01 -0.1733916422
## 2316 -4.661684e-02 -2.554392e-01 0.0528028574 1.631039e-01 0.1262768252
## 2317 -3.601958e-02 3.393711e-01 0.1642973241 8.332875e-02 0.0140202517
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## 2319 -5.364854e-02 -2.081857e-01 -0.1631760873 1.663040e-01 0.0966621446
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## 2321 -7.927441e-02 3.052802e-02 0.0180772706 1.056113e-01 0.1287164733
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## 2323 -2.677441e-03 -4.263605e-02 -0.0161879942 1.150350e-01 0.0865846553
## 2324 -1.362926e-01 4.115878e-02 -0.0002616673 -2.061272e-01 0.1388625016
## 2325 -1.152137e-01 1.223141e-01 0.0282836845 7.654657e-02 -0.0958644599
## 2326 8.676596e-03 -9.557425e-03 0.0222796887 1.079253e-02 -0.0862556925
## 2327 -1.470958e-01 -1.875856e-01 -0.0061547594 2.364682e-02 0.0271001609
## 2328 -5.744146e-02 9.983994e-03 0.0627664117 6.151540e-02 0.0129002967
## 2329 -8.842139e-02 5.610838e-02 -0.0999134351 4.592003e-02 -0.0732558771
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## 2331 -1.476889e-01 9.750861e-02 -0.3050735293 1.036713e-01 0.0650192401
## 2332 -8.898153e-02 -1.084004e-02 0.0320851346 1.522077e-03 0.0859424455
## 2333 -2.893836e-02 4.888231e-02 0.1446139650 1.088650e-01 -0.0465818270
## 2334 -4.450888e-02 -2.365300e-01 0.0261678599 -3.550982e-02 0.0957049630
## 2335 5.192835e-02 -1.433855e-01 -0.1523708135 8.091049e-02 -0.0014717153
## 2336 -1.212473e-01 -8.833867e-02 -0.0159929700 5.976674e-02 0.1227307394
## 2337 -2.650741e-01 3.794764e-01 0.1952960714 1.318247e-01 -0.2596439377
## 2338 2.608002e-01 -2.170179e-01 -0.0717423047 5.820529e-02 0.3738334416
## 2339 -9.877432e-02 7.182507e-02 -0.1356382032 1.374983e-01 -0.0638550018
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## 2341 3.432391e-02 -2.616451e-02 -0.0782457205 1.184321e-01 -0.1130773209
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## 2343 -3.861621e-02 1.345999e-01 -0.1551647858 3.914746e-02 0.1025308479
## 2344 -4.804405e-02 2.828985e-01 -0.0369328544 2.428620e-04 0.0975823233
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## 2355 -1.276532e-01 6.890399e-03 0.0049320756 1.279709e-01 -0.1311646443
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## 2357 4.571038e-02 4.811099e-02 0.0792462833 8.968813e-03 0.0759736209
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## 2374 8.697145e-02 1.553060e-01 0.0104772159 2.086930e-01 0.0434880260
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## 2377 2.209510e-02 -2.545540e-01 0.0613578818 1.952720e-01 0.1459867930
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## 2379 2.445174e-01 2.378018e-01 0.1054231421 1.401408e-01 0.0966861103
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## 2435 8.355476e-02 1.367924e-01 0.0679002254 1.815771e-01 0.0469540916
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## 2500 -3.134675e-02 5.863932e-03 0.0990012831 6.329130e-02 0.0457934182
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## 2503 8.151446e-02 2.349846e-02 0.0179394599 5.274106e-02 -0.1396004586
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## 2506 2.677857e-02 4.877595e-01 0.1676382922 1.288489e-01 0.1043483889
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## 2509 5.375870e-02 3.377118e-02 0.1353712399 -2.412802e-02 0.0196210914
## 2510 -1.423646e-01 1.108695e-01 0.1027078295 1.956257e-01 0.0642192970
## 2511 2.176111e-02 3.392833e-01 -0.0674479605 1.988378e-01 0.1851987455
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## 2515 -1.443703e-01 1.211771e-01 -0.0131694094 1.573129e-01 0.1156680988
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## 2517 1.255874e-01 -5.420370e-02 0.1564713349 8.230479e-02 0.1055424050
## 2518 2.618861e-02 2.994710e-01 -0.1276846506 3.863041e-02 0.1488413823
## 2519 3.854643e-02 3.570237e-02 0.0205178641 -1.222625e-02 -0.1002275232
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## 2524 9.243010e-02 -3.077170e-02 0.1251566938 9.285194e-02 0.0238579500
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## 2526 -1.227661e-01 -3.117532e-01 0.1387322312 1.101422e-01 0.1235283146
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## 2531 -1.711236e-01 2.348605e-01 -0.1045753168 7.439715e-03 0.1365836168
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## 2539 -5.185089e-02 -1.404743e-02 -0.1075699340 4.553239e-03 0.0124552160
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## 2580 -2.927319e-03 3.954351e-02 0.0769339489 1.587196e-02 0.0580580223
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## 2589 4.414279e-03 2.412573e-02 -0.0961867349 8.283381e-02 -0.0602788745
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## 2592 -2.067957e-01 1.040567e-03 0.1095321465 1.074796e-01 0.1579807862
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## 2604 1.275453e-01 -1.130270e-01 0.1748698781 4.840668e-02 0.0467746735
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## 2615 1.349282e-01 -1.155020e-01 0.1040823865 1.151269e-01 0.0769747665
## 2616 -3.437261e-02 1.233431e-01 0.0302813045 1.179676e-01 0.0263277129
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## 2618 -7.013154e-02 -7.075655e-02 0.0001829077 7.162099e-02 -0.0186236224
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## 2620 3.307225e-02 1.072070e-01 0.0648855222 8.133265e-02 0.0167781415
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## 2623 7.022462e-02 -1.666608e-01 0.0484305824 -1.952904e-01 0.1259958972
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## 2626 4.788958e-02 7.892052e-02 -0.0832447456 -2.710504e-01 -0.0102645845
## 2627 -3.675217e-03 6.430516e-03 0.0840752803 1.857499e-01 -0.2455284367
## 2628 -5.041223e-02 2.287136e-01 -0.1442606723 -5.550342e-02 0.1725375151
## 2629 1.165101e-01 -3.488089e-01 0.1754994753 1.999405e-01 -0.0240875613
## 2630 -7.717250e-02 1.328518e-01 0.1086410346 1.287007e-01 0.0861406619
## 2631 -4.351833e-02 -7.350367e-02 -0.1857891358 1.122722e-02 0.0301879948
## 2632 7.940743e-03 -2.084413e-01 0.2195773424 1.283804e-02 0.2051124719
## 2633 3.874862e-02 2.444277e-01 -0.2473146588 -7.358150e-02 -0.0987524024
## 2634 -8.755256e-03 3.810946e-02 0.0889961087 -9.805766e-02 -0.0962350876
## 2635 -6.665497e-03 1.534340e-02 -0.0616284432 1.113919e-01 0.0165729278
## 2636 -1.800415e-02 1.505498e-01 0.0682609576 -5.939242e-02 -0.0171492095
## 2637 2.430835e-02 -6.487958e-02 -0.1022414828 1.273434e-01 0.0006019110
## 2638 -6.400366e-02 1.551918e-01 0.1121454096 2.656971e-02 -0.0038168381
## 2639 1.199017e-01 8.299088e-02 -0.0944636714 2.816315e-02 0.0118670752
## 2640 1.565576e-01 -1.245390e-01 -0.0945163776 1.331478e-01 0.0556750630
## 2641 1.178674e-01 3.456985e-02 -0.1017354381 6.247050e-02 0.0075913232
## 2642 -7.726757e-02 5.209652e-02 0.0518034995 -5.541805e-02 -0.0825017086
## 2643 9.933742e-02 2.625172e-03 -0.1079065745 2.558392e-02 -0.1400793371
## 2644 1.390844e-01 7.654742e-02 -0.0469708484 9.687307e-02 -0.1912527018
## 2645 -8.698103e-03 8.804306e-02 0.3113605940 -6.812284e-02 -0.0549450142
## 2646 -7.688318e-02 -1.563645e-02 -0.1121009223 -7.845870e-02 0.1060765989
## 2647 1.272393e-01 -7.411953e-03 0.1820740291 -5.000025e-02 0.0346415403
## 2648 7.876408e-02 2.162850e-01 0.0389584999 6.179180e-02 -0.0741544079
## 2649 1.426035e-01 1.899434e-01 0.0260737700 -3.292808e-01 -0.1595615360
## 2650 -1.975299e-01 -2.198910e-01 0.1293362315 9.362603e-02 0.1999668328
## 2651 -5.376961e-02 -5.788736e-02 -0.0112536084 2.211936e-02 0.2040523595
## 2652 -3.702551e-02 -1.328508e-01 -0.0850573415 1.582795e-01 -0.0601460072
## 2653 1.960588e-01 7.906486e-02 0.0106714021 -1.553235e-02 -0.0679487850
## 2654 4.235617e-02 -9.591878e-02 0.0922737495 -1.078148e-01 -0.1861056268
## 2655 2.376118e-01 -3.717719e-02 -0.3286198623 1.229124e-01 0.0273610694
## 2656 -1.099149e-01 1.998828e-01 0.3073644234 3.907412e-02 0.1592785500
## 2657 -6.827497e-02 2.404155e-01 0.0005535699 -8.182697e-02 -0.1187282436
## 2658 -8.485859e-02 -2.378312e-01 -0.1233381103 9.394978e-05 -0.0061853282
## 2659 2.200706e-02 -1.896170e-01 0.3007846309 -1.214372e-01 -0.0384770012
## 2660 -1.142018e-01 -2.613434e-01 -0.1435433722 -4.224734e-02 0.3297302368
## 2661 -4.789355e-02 -4.169140e-04 0.1716422746 9.588902e-02 0.2629547607
## 2662 -2.042829e-01 1.022693e-01 -0.0187546578 -3.112039e-04 -0.1482911538
## 2663 -1.122606e-01 -2.141374e-01 -0.0092776988 5.700610e-02 -0.0000428911
## 2664 1.216531e-01 -5.196359e-02 -0.0441582852 1.345965e-02 -0.0416938597
## 2665 8.409273e-02 -4.372355e-03 0.0295970626 6.220620e-02 0.1719231453
## 2666 -2.859860e-02 -1.122195e-01 0.3309569470 -5.980907e-02 0.0494464459
## 2667 -2.687274e-01 -4.347926e-02 -0.0702107602 8.462725e-02 -0.0117204910
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## 2669 -1.850293e-01 -3.170924e-02 -0.0993959485 -2.067177e-01 0.1552252586
## 2670 5.465243e-02 -3.932093e-02 0.1201388279 1.645223e-02 0.0220817678
## 2671 -6.983481e-02 1.489622e-01 -0.1288613871 1.246254e-01 -0.1340455814
## 2672 5.379011e-03 3.109212e-01 -0.0097176602 5.877047e-02 -0.0328240191
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## 2674 1.079107e-01 4.957964e-02 -0.1768685393 -8.146392e-02 -0.1023881023
## 2675 1.250441e-01 1.925545e-03 -0.0467715117 -1.063935e-01 0.1553129477
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## 2677 -1.661721e-01 -1.507728e-01 0.0557402123 -7.823562e-02 -0.0285606563
## 2678 2.625742e-02 1.074098e-01 -0.1238780297 -3.147782e-02 -0.0439995762
## 2679 8.287673e-02 1.194259e-01 -0.0146790228 -9.492063e-02 0.0361976807
## 2680 2.019041e-03 -2.425538e-02 -0.0214419359 -1.543963e-01 -0.0405482068
## 2681 4.103622e-02 -1.986501e-01 -0.0570737161 8.295609e-03 0.2319919110
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## 2683 -2.937933e-02 -2.509505e-01 -0.0647608252 -2.328561e-02 0.1437505710
## 2684 1.427177e-01 9.503344e-02 -0.0335486345 1.692004e-01 0.0780250171
## 2685 -1.535348e-01 1.373690e-02 0.0382729253 -1.900613e-01 -0.0991642373
## 2686 -3.238887e-02 -7.341938e-03 0.1608887412 1.426938e-01 -0.0114095506
## 2687 -1.519698e-01 -2.405017e-01 -0.1833862277 -9.855676e-02 0.0433172122
## 2688 1.232842e-01 -1.152329e-01 -0.0296230444 1.622833e-01 -0.0103806736
## 2689 -1.316751e-01 5.946504e-02 0.1489267352 -2.173742e-01 0.0878356508
## 2690 -1.001096e-02 -4.018439e-02 -0.1025759364 -1.520158e-01 -0.1518221827
## 2691 -1.218626e-01 -1.418994e-01 0.1351852892 8.807897e-02 0.0853508656
## 2692 -2.825349e-01 1.227184e-01 -0.0021097069 1.578283e-01 -0.0401686675
## 2693 -3.791967e-02 3.537827e-01 -0.2875851513 -2.060082e-01 0.1225119360
## 2694 -8.792896e-04 -3.841612e-02 0.0594890048 3.254948e-02 -0.1155349115
## 2695 5.017123e-02 7.910952e-02 -0.0663636062 1.957654e-02 0.0227569010
## 2696 9.195032e-02 -1.349940e-03 0.1924456033 -1.404576e-02 -0.1124918805
## 2697 1.651352e-01 2.668703e-01 0.0463006799 2.501330e-01 0.0739453188
## 2698 -1.003931e-01 1.367222e-01 0.0643362058 -1.006391e-01 -0.0619495007
## 2699 -1.873774e-02 -1.305722e-01 -0.1158258797 -1.343088e-02 0.0539544819
## 2700 2.537094e-01 -1.714527e-01 -0.0265257472 1.639317e-01 0.2548759241
## 2701 7.238744e-02 7.357814e-02 0.0237753706 5.404620e-02 0.0034718482
## 2702 1.275180e-01 5.645744e-02 0.2792334152 -2.685919e-02 -0.0313363929
## PC31 PC32 PC33 PC34 PC35
## 1 9.719893e-02 3.466343e-02 6.412185e-02 5.379898e-02 2.336729e-01
## 2 -1.905879e-01 -1.525187e-02 -5.195733e-02 1.039302e-01 -2.712322e-02
## 3 1.489171e-01 -1.390436e-01 -1.391894e-02 2.059623e-02 -2.067020e-01
## 4 5.246546e-02 -2.101593e-01 -6.017705e-02 -2.690759e-01 1.514156e-01
## 5 -3.878111e-02 1.260987e-01 4.906330e-02 4.696668e-02 -2.728877e-02
## 6 1.617428e-02 1.634195e-01 4.370729e-02 7.472049e-02 -6.425356e-04
## 7 9.170809e-02 -2.329363e-01 1.221539e-01 1.149541e-01 -7.681342e-02
## 8 -3.661566e-02 1.218497e-01 -7.969821e-02 -1.313928e-02 1.233497e-01
## 9 -1.558493e-01 -1.644151e-01 2.248368e-02 4.459355e-02 7.169840e-03
## 10 2.696614e-01 3.489519e-02 -1.867163e-01 9.772709e-02 3.026824e-03
## 11 -2.461861e-01 9.500424e-02 9.021557e-02 -1.126253e-02 -1.417427e-01
## 12 -3.235498e-02 -2.161832e-01 1.529394e-01 -1.993175e-01 -1.558400e-02
## 13 1.171777e-01 -6.571146e-03 -5.365032e-02 1.950660e-01 2.028158e-01
## 14 -9.333605e-02 -3.868179e-02 3.343718e-03 -3.525264e-02 8.297959e-02
## 15 9.773498e-02 -5.373810e-02 1.054678e-01 8.139743e-02 -3.983017e-02
## 16 -1.593064e-01 1.710364e-01 -4.534626e-02 -1.102751e-01 9.204985e-02
## 17 1.365027e-01 -8.117261e-02 9.241851e-02 1.421987e-01 -1.266401e-01
## 18 1.672220e-01 -1.736523e-01 -1.519586e-01 -1.590019e-01 2.044567e-01
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## 21 2.320540e-02 1.352943e-01 1.079756e-01 -5.274207e-02 1.666363e-01
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## 23 -1.086539e-01 -6.256446e-02 -7.474868e-02 1.393565e-02 -1.312624e-01
## 24 2.209369e-02 8.355907e-02 1.021331e-01 -1.710649e-01 1.905906e-03
## 25 -1.027508e-01 1.688798e-01 5.652840e-03 -1.507928e-01 2.486535e-02
## 26 8.425573e-02 3.283092e-03 -3.408053e-02 4.561811e-02 3.284859e-02
## 27 1.351246e-01 1.516337e-01 1.347761e-01 1.109268e-01 2.545912e-02
## 28 -1.239457e-01 7.496205e-02 -9.745528e-02 3.172997e-03 -7.953976e-02
## 29 4.082253e-02 -5.599218e-02 1.754530e-02 -8.590265e-02 5.715977e-02
## 30 -1.957480e-01 -8.801818e-02 -1.147487e-02 -5.900300e-02 1.016489e-01
## 31 1.083068e-01 6.132773e-02 1.470664e-01 -1.074173e-01 -1.990196e-01
## 32 -5.441211e-02 4.966136e-02 8.014741e-02 -4.373843e-02 -8.531474e-02
## 33 7.703170e-02 -1.288685e-02 -1.019649e-01 8.604578e-02 -1.087065e-01
## 34 1.275404e-01 1.252060e-01 3.630791e-01 -1.044194e-01 7.104896e-02
## 35 -3.427855e-02 -1.268515e-02 -2.778672e-01 1.005960e-01 7.768193e-02
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## 37 4.710590e-02 6.814987e-02 -6.588317e-02 6.458670e-02 3.151089e-01
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## 109 1.254195e-01 1.756164e-01 1.166834e-01 1.086187e-01 2.189413e-02
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## 1719 1.235485e-01 -6.643730e-03 -2.081910e-01 -1.465884e-01 4.347915e-02
## 1720 1.042588e-01 8.486771e-02 -2.803201e-01 -2.005366e-01 2.542529e-01
## 1721 1.072043e-01 1.389226e-01 1.796787e-04 -1.259134e-01 -5.146838e-02
## 1722 -1.138030e-01 4.249229e-02 -4.003813e-02 9.519420e-02 -3.019298e-02
## 1723 1.568374e-01 2.398103e-02 1.003894e-01 -9.809946e-02 1.017265e-01
## 1724 -4.767321e-02 -7.290695e-02 -1.576246e-01 1.306339e-01 -5.573646e-02
## 1725 -8.553929e-02 -7.322258e-02 1.781340e-01 -8.471742e-02 2.907486e-02
## 1726 -1.146961e-02 1.370412e-01 2.841083e-02 -1.212550e-01 -1.065251e-01
## 1727 -6.879029e-02 -1.702506e-01 1.466057e-02 3.527859e-02 4.288485e-02
## 1728 7.261215e-02 -4.099780e-01 5.037612e-04 -2.523112e-02 5.981063e-02
## 1729 1.205978e-01 5.830352e-02 -8.584698e-02 1.481567e-02 3.829772e-02
## 1730 4.759461e-02 8.791033e-02 1.184806e-01 -1.438482e-01 -2.147617e-01
## 1731 1.309640e-01 3.833118e-02 -5.386509e-02 1.795462e-01 5.451278e-02
## 1732 -1.565119e-01 4.473022e-02 4.870131e-02 -3.132423e-02 8.497646e-02
## 1733 1.039967e-02 5.104554e-02 -7.007579e-02 1.074260e-01 3.327820e-02
## 1734 -1.196823e-01 6.043229e-02 -1.971555e-03 -2.492750e-01 -8.472960e-02
## 1735 2.124245e-01 -3.006875e-02 1.162401e-01 1.299406e-01 1.511690e-02
## 1736 -1.105227e-01 3.164359e-02 -2.277161e-01 -2.505602e-02 -2.535120e-03
## 1737 1.360228e-01 2.186780e-03 -3.825818e-02 -1.936677e-01 -2.174951e-01
## 1738 -3.437508e-02 -1.111268e-01 1.872164e-02 1.990478e-01 2.062510e-01
## 1739 -1.111680e-01 -5.241896e-02 7.615162e-02 1.862802e-01 -1.354998e-02
## 1740 -6.221374e-03 -1.804446e-03 1.544044e-02 -7.905088e-02 -6.105727e-02
## 1741 2.811701e-03 1.157491e-01 -1.019947e-01 1.159243e-03 5.811766e-02
## 1742 -1.924875e-01 7.801403e-02 7.703025e-03 -1.192482e-01 -1.876970e-01
## 1743 1.128719e-01 1.225662e-01 7.722019e-02 2.365295e-01 1.265642e-01
## 1744 1.150491e-01 -2.016379e-01 -1.449365e-01 -9.504989e-02 -1.648596e-01
## 1745 -1.562055e-01 -2.043072e-01 -3.377855e-03 1.610515e-02 1.773740e-01
## 1746 9.201762e-02 -7.364729e-02 -7.852726e-02 5.518932e-03 -4.863150e-02
## 1747 -4.178086e-03 -4.148838e-02 -2.081042e-01 -8.697756e-02 -3.109169e-02
## 1748 2.004819e-01 4.494189e-03 -2.153265e-01 2.527597e-01 -1.606399e-01
## 1749 -1.850733e-01 -8.229290e-02 1.115909e-01 -1.873968e-02 7.113613e-02
## 1750 -4.731303e-02 2.466921e-01 -1.283702e-01 -5.132760e-02 2.050621e-02
## 1751 -7.052980e-02 -2.209060e-01 1.208284e-01 1.540220e-01 -1.282534e-02
## 1752 -1.109925e-01 1.645871e-01 2.658544e-02 6.597990e-04 5.556851e-02
## 1753 -6.644989e-02 -1.082617e-01 -4.301725e-03 1.543593e-01 -1.358795e-01
## 1754 1.282207e-02 -1.340894e-02 -3.986360e-02 -1.887223e-02 6.607416e-02
## 1755 -7.623336e-02 1.114950e-01 -9.659695e-02 -4.865532e-02 -9.583975e-02
## 1756 -5.394779e-02 4.031903e-02 -9.323826e-02 -5.256086e-02 7.241179e-02
## 1757 2.686266e-01 2.226827e-02 4.316019e-02 5.233285e-02 2.031534e-01
## 1758 -1.980155e-01 8.456468e-02 -9.157369e-02 -6.341201e-03 -2.892358e-01
## 1759 1.999327e-01 3.127911e-02 1.990776e-01 -2.855581e-02 2.774186e-01
## 1760 -1.266359e-01 1.756069e-02 -1.835634e-01 1.721508e-02 -1.661318e-01
## 1761 6.912865e-02 3.307775e-02 1.352665e-01 1.342584e-01 -2.490561e-02
## 1762 -7.021129e-02 -1.615060e-01 3.452382e-03 2.105907e-02 9.675099e-02
## 1763 1.110907e-01 -2.223379e-02 9.131599e-02 3.519737e-02 -1.071707e-01
## 1764 1.512585e-01 -1.291030e-01 9.435681e-02 -5.577812e-02 1.442560e-01
## 1765 -1.630604e-01 6.718245e-02 -1.105110e-01 6.891065e-02 -1.233989e-01
## 1766 -6.186977e-02 9.491505e-02 8.804824e-02 -5.282941e-02 -1.849742e-01
## 1767 -1.735302e-01 -4.406096e-02 -6.854513e-02 1.763935e-01 -2.952778e-03
## 1768 4.700919e-02 3.471294e-02 1.119809e-01 -1.052268e-01 -4.239940e-02
## 1769 -4.689095e-02 -1.161300e-02 -9.222870e-02 2.726288e-02 -9.013475e-03
## 1770 2.669481e-01 -3.654843e-02 1.324896e-01 9.351100e-02 4.936401e-02
## 1771 -3.115623e-01 6.154032e-02 -1.972945e-01 -9.385636e-02 -1.535324e-02
## 1772 3.102861e-02 9.618282e-02 1.066864e-01 9.005689e-02 -1.096466e-01
## 1773 6.955904e-02 1.068065e-03 4.986196e-03 -4.903278e-02 1.001540e-02
## 1774 1.159793e-01 2.041478e-02 -1.142077e-03 9.076470e-02 -1.432270e-02
## 1775 5.674774e-02 1.178914e-01 1.307136e-01 -4.326326e-02 -1.308415e-01
## 1776 -4.435752e-02 3.490876e-02 -1.177090e-02 -1.480226e-02 -1.178913e-01
## 1777 8.644304e-02 2.478233e-02 6.730120e-02 4.285559e-02 -4.060961e-02
## 1778 2.639498e-01 1.719518e-01 -3.439811e-02 -9.298544e-03 -1.960371e-01
## 1779 -6.815077e-02 -6.699220e-02 -7.119504e-02 -2.336590e-02 2.376176e-01
## 1780 7.409745e-02 -1.615209e-01 1.467836e-01 -6.564720e-03 -1.329493e-01
## 1781 -9.183801e-02 2.382343e-02 1.488938e-01 1.010527e-02 -1.326886e-01
## 1782 6.468698e-02 7.715132e-02 -8.232826e-02 -7.313646e-02 -4.329056e-02
## 1783 -2.359516e-01 1.003715e-01 -1.517179e-01 8.776213e-02 7.271861e-02
## 1784 3.985184e-02 2.047818e-02 9.858263e-02 -6.601248e-02 -4.037609e-02
## 1785 -6.013866e-02 -1.202068e-01 9.476306e-02 1.588095e-01 6.960924e-02
## 1786 -4.853922e-02 -6.749564e-02 -1.685667e-02 4.964437e-02 -3.727527e-02
## 1787 1.548580e-01 9.417667e-02 -1.618909e-02 -1.615054e-01 -1.854714e-02
## 1788 7.664435e-02 1.161292e-01 -1.015834e-01 -3.061696e-02 -3.120329e-02
## 1789 2.666120e-02 2.409032e-03 3.000846e-02 4.907129e-02 -2.091575e-01
## 1790 -1.597162e-01 -6.532622e-04 -2.571720e-02 9.273015e-02 -2.907859e-02
## 1791 2.152929e-03 -2.402088e-01 4.444182e-02 -1.384723e-01 8.043532e-02
## 1792 2.078422e-01 -1.391414e-01 1.960692e-02 1.540712e-01 -2.047603e-01
## 1793 -2.493384e-01 -2.071465e-03 -1.713481e-01 5.794314e-02 1.440990e-03
## 1794 -1.219388e-01 -9.965766e-02 1.303231e-01 -1.394778e-01 -1.134332e-01
## 1795 -7.092484e-02 -1.097087e-01 2.880173e-01 7.263342e-02 1.786562e-02
## 1796 1.243383e-01 7.625715e-02 -1.488931e-01 9.372760e-02 1.896753e-01
## 1797 -6.976062e-02 7.016695e-02 -1.704371e-01 1.102227e-01 -1.833580e-01
## 1798 -5.885020e-02 3.991688e-02 4.414788e-02 -4.354834e-02 -2.076195e-01
## 1799 6.609606e-02 -1.058108e-01 8.651523e-02 4.168988e-02 2.274908e-01
## 1800 5.567727e-02 -6.506966e-02 -1.658142e-01 -6.933588e-02 1.147354e-01
## 1801 8.090592e-02 -2.829294e-02 -2.617200e-02 9.294143e-02 1.051555e-01
## 1802 -1.275269e-02 -9.413764e-03 3.951625e-02 -4.356353e-02 -9.608407e-02
## 1803 -1.235499e-01 -6.335662e-02 9.130992e-02 1.222745e-03 4.580321e-02
## 1804 1.418312e-01 1.547870e-01 1.207811e-01 -8.609921e-02 -7.014946e-02
## 1805 -3.211284e-02 1.675459e-01 -3.954047e-01 5.318343e-03 -3.255129e-02
## 1806 8.338307e-02 -1.122407e-01 4.939334e-02 3.370782e-03 2.953306e-02
## 1807 -3.781150e-02 5.066316e-02 -7.586228e-02 6.439015e-02 -1.171687e-01
## 1808 3.252047e-03 -3.608608e-02 -9.618314e-02 9.890904e-02 -9.302885e-03
## 1809 3.092928e-02 -2.760327e-02 -6.628441e-03 -2.135366e-01 -3.002188e-02
## 1810 5.444470e-02 8.235553e-02 1.195258e-01 4.798487e-02 1.351954e-01
## 1811 2.070454e-02 -1.816752e-01 1.805153e-01 -1.865589e-01 -2.533671e-02
## 1812 -1.619050e-01 -3.998578e-02 1.153543e-01 -1.552832e-01 -1.355267e-01
## 1813 -3.306791e-01 4.206538e-02 1.075959e-01 -2.254352e-02 -5.769561e-02
## 1814 2.296533e-01 -5.404365e-03 -2.458497e-02 7.381803e-02 -5.014587e-02
## 1815 -8.961214e-02 -1.270996e-01 3.613428e-02 -1.472814e-01 1.453992e-01
## 1816 -1.227980e-02 2.580483e-02 3.136814e-02 4.134813e-02 -5.034671e-02
## 1817 -3.743022e-02 1.784034e-01 3.084452e-02 1.712412e-01 -1.093468e-02
## 1818 9.460557e-02 -2.194545e-02 -5.037842e-02 -6.391395e-03 -7.444050e-02
## 1819 3.064394e-02 -1.906547e-01 9.703462e-02 -2.963876e-02 8.412681e-02
## 1820 -1.122688e-01 -2.795517e-02 1.133549e-01 -1.682954e-02 -1.771292e-01
## 1821 -1.256262e-01 2.265361e-03 1.657612e-01 1.077330e-01 -4.207602e-02
## 1822 4.832847e-02 6.600005e-02 -1.408524e-01 -1.402347e-01 -6.002988e-02
## 1823 6.129452e-02 1.378210e-02 -4.342115e-02 3.714170e-02 -4.505951e-02
## 1824 -3.695029e-02 -6.556999e-02 7.291202e-02 -2.857804e-03 2.070234e-02
## 1825 5.927985e-02 1.573330e-01 -1.986202e-01 3.522588e-02 -4.678274e-02
## 1826 -1.903479e-02 8.194900e-02 3.121633e-01 -1.338862e-01 -1.261903e-01
## 1827 2.053564e-02 -6.449053e-02 3.878916e-02 -1.068549e-01 -1.097128e-01
## 1828 -2.422031e-02 -2.466979e-02 4.497060e-03 1.234898e-01 1.109164e-01
## 1829 2.562492e-01 -1.078088e-01 -2.211616e-02 -1.599298e-01 -1.164411e-02
## 1830 -9.828216e-02 3.856462e-02 5.796946e-02 2.867355e-02 1.402798e-01
## 1831 -1.469386e-01 3.709184e-02 1.188617e-01 7.569832e-02 -1.498850e-01
## 1832 1.485226e-01 8.989086e-02 1.745283e-02 -1.100830e-01 -3.216657e-02
## 1833 -1.119481e-02 -2.158125e-02 1.141472e-01 3.997817e-02 4.988114e-02
## 1834 -5.357387e-02 1.466626e-01 -7.571339e-02 -3.777495e-03 3.964183e-02
## 1835 -8.725630e-02 -9.445779e-02 3.727369e-02 7.233481e-02 -8.912473e-02
## 1836 -7.513075e-06 8.566863e-02 -1.555645e-01 -1.891551e-03 5.233172e-02
## 1837 1.211337e-01 -7.486202e-03 1.128081e-01 1.482992e-01 -1.096468e-02
## 1838 -4.656209e-02 1.074755e-01 -2.350311e-01 -2.231722e-01 5.673649e-02
## 1839 1.869821e-01 -5.632971e-03 -3.899759e-02 -1.494273e-01 -1.780533e-01
## 1840 -1.857962e-01 1.708460e-04 7.804974e-02 6.218336e-02 3.366570e-01
## 1841 -9.129705e-02 8.263955e-02 4.558956e-02 3.130883e-02 1.851163e-02
## 1842 1.738325e-01 2.315537e-02 -1.555799e-02 -1.275063e-01 8.594467e-04
## 1843 -1.139683e-02 5.391768e-02 -2.728254e-02 3.306374e-02 -7.720983e-03
## 1844 -6.662226e-02 1.710456e-01 2.273011e-01 -1.242684e-02 -7.908844e-02
## 1845 -3.158766e-03 7.325008e-02 -6.281587e-02 -7.238212e-02 1.141523e-01
## 1846 -1.534422e-02 -3.058040e-02 -1.328402e-01 1.916251e-01 -1.327076e-01
## 1847 -2.618424e-02 -2.923227e-01 1.648678e-01 -2.790215e-01 3.947391e-02
## 1848 6.963662e-02 -4.180717e-03 -1.576701e-01 4.023406e-02 3.827668e-02
## 1849 -1.438300e-01 -1.097581e-02 -4.894082e-03 3.358878e-03 3.903082e-02
## 1850 1.656394e-01 -1.554583e-01 -1.165564e-01 -1.653628e-01 -1.446592e-01
## 1851 9.224382e-03 -6.019001e-02 1.141384e-02 1.432232e-01 5.089859e-02
## 1852 -2.515030e-01 2.452906e-01 -7.982154e-03 -2.990464e-02 3.306376e-02
## 1853 2.568219e-01 1.265005e-01 5.612224e-02 -2.268840e-02 -8.059686e-02
## 1854 -5.015330e-02 1.260665e-01 -9.013990e-02 5.180221e-02 -9.512428e-02
## 1855 -5.466109e-02 7.203502e-02 -8.282000e-02 1.174757e-02 -6.180485e-02
## 1856 -1.517272e-01 -6.530236e-02 6.832634e-02 4.873293e-02 1.456982e-02
## 1857 -2.400843e-02 7.985583e-02 -9.770402e-02 -2.566718e-01 5.537299e-02
## 1858 1.410825e-01 1.847115e-01 5.923364e-02 1.614470e-01 1.660853e-01
## 1859 1.348924e-01 2.072120e-01 -6.339116e-02 2.181702e-02 -1.172639e-01
## 1860 -5.055910e-02 -4.044229e-02 3.056576e-02 -1.127558e-01 -1.004816e-01
## 1861 3.904762e-02 2.615940e-02 9.186231e-03 7.935042e-02 5.766896e-02
## 1862 1.493399e-02 5.171713e-02 -1.007567e-01 -9.361103e-02 -1.047396e-01
## 1863 7.519755e-02 7.702591e-03 1.364872e-01 5.092439e-02 -1.614469e-02
## 1864 2.571198e-02 -4.215526e-02 -1.541123e-02 -1.491284e-01 5.178462e-02
## 1865 6.853427e-02 1.395741e-01 -1.617622e-01 -1.198512e-02 2.426589e-01
## 1866 -2.109308e-01 -1.609200e-01 2.138041e-02 1.642777e-01 -2.623738e-01
## 1867 2.227335e-01 2.813012e-02 7.351513e-02 -1.667511e-01 1.565879e-01
## 1868 4.356911e-02 -1.001270e-01 5.360152e-02 -9.431201e-02 -7.358417e-02
## 1869 2.165611e-01 3.529960e-02 1.483678e-02 -2.900485e-02 6.912659e-05
## 1870 1.330915e-01 -7.862734e-02 6.367874e-02 9.277539e-02 -4.507891e-03
## 1871 2.992566e-02 -2.120627e-02 2.900177e-02 -2.896483e-02 1.268292e-01
## 1872 -1.102552e-01 5.590478e-02 -1.644707e-01 6.788040e-03 -6.940799e-02
## 1873 7.193945e-02 4.736439e-02 4.500723e-02 -1.374185e-01 6.726939e-02
## 1874 2.481246e-02 6.677781e-02 -6.639318e-02 -2.404270e-02 6.192342e-02
## 1875 -1.076257e-01 1.331713e-01 1.128258e-01 8.572879e-02 -5.072207e-02
## 1876 5.826081e-02 3.167293e-02 -1.146298e-01 7.815188e-02 -1.008668e-01
## 1877 -5.194593e-02 -1.185027e-01 1.186558e-01 -1.339858e-01 5.873036e-02
## 1878 9.908935e-02 4.839514e-02 -7.990587e-02 5.510175e-02 -5.358453e-02
## 1879 -1.078546e-02 -5.867908e-03 4.860197e-02 5.783168e-02 6.516530e-02
## 1880 -3.372490e-02 8.016155e-02 -7.147049e-02 1.555554e-02 -8.043719e-03
## 1881 -6.473614e-02 -1.879414e-01 1.332378e-01 2.774396e-02 -3.513014e-02
## 1882 1.295102e-01 -1.765202e-01 -2.472680e-01 -1.636429e-01 7.097361e-02
## 1883 -9.966214e-02 1.693688e-01 1.556092e-01 2.391623e-01 4.191018e-02
## 1884 -2.948623e-02 -8.446973e-02 -2.306568e-02 1.240828e-02 1.420205e-01
## 1885 1.194799e-02 -3.490370e-02 -1.341843e-02 1.314313e-01 -3.954039e-02
## 1886 1.036293e-01 2.749514e-03 -4.057148e-02 2.977860e-02 -6.217440e-02
## 1887 4.594043e-03 2.376506e-02 3.795641e-02 8.158622e-02 6.570225e-02
## 1888 -5.403840e-02 8.885032e-03 5.493428e-02 -3.919573e-02 -4.026685e-02
## 1889 1.356316e-01 -1.751005e-02 3.247025e-03 1.906802e-01 -5.171111e-02
## 1890 -1.837306e-01 7.404584e-02 2.066773e-02 3.603772e-02 7.030865e-02
## 1891 7.966377e-02 -1.298043e-01 2.593228e-02 -1.080255e-01 -1.081890e-01
## 1892 1.065515e-01 -1.491382e-01 -9.983861e-02 3.871050e-02 6.260854e-02
## 1893 -1.045223e-01 1.368327e-01 8.389292e-02 -4.086067e-02 4.612812e-02
## 1894 8.086653e-02 -6.982288e-02 -8.731696e-02 1.661121e-01 -3.595073e-02
## 1895 -2.272563e-01 -1.365225e-01 1.279120e-01 -1.683450e-01 4.676644e-02
## 1896 3.272330e-01 1.262462e-01 -1.828185e-01 1.579736e-02 -3.141797e-03
## 1897 -2.873030e-01 4.138901e-02 2.488775e-02 1.415395e-01 -5.996905e-02
## 1898 -1.427857e-01 -7.895307e-02 -8.393160e-02 -2.851355e-01 -3.995145e-02
## 1899 1.937070e-01 1.832159e-01 1.780664e-01 2.703313e-01 5.874216e-02
## 1900 -1.336236e-02 7.191500e-03 -2.228605e-02 -5.350492e-02 -9.014326e-03
## 1901 -1.023323e-01 -7.566482e-02 -9.381033e-03 -2.581697e-02 1.649819e-01
## 1902 1.437720e-01 2.640548e-01 -5.848404e-03 -1.397107e-01 2.097767e-01
## 1903 -8.679163e-02 -1.261606e-01 -2.289748e-02 1.036972e-01 -1.064927e-01
## 1904 -1.157220e-01 -2.809289e-02 -2.668422e-01 4.460582e-02 2.658955e-01
## 1905 2.590125e-03 1.620280e-02 6.363245e-02 -6.072933e-02 -4.251949e-02
## 1906 1.035036e-01 -2.939589e-01 8.663662e-02 3.524594e-03 -1.081109e-01
## 1907 3.843033e-02 4.770859e-02 -4.032111e-02 4.813011e-02 1.404720e-01
## 1908 1.821461e-01 4.354798e-02 1.723005e-01 -2.978859e-02 -4.342724e-02
## 1909 -7.956643e-02 6.257456e-02 -2.982417e-02 -2.981701e-02 1.226443e-01
## 1910 -5.153764e-02 3.543158e-02 -1.400352e-01 -1.116459e-01 5.693122e-02
## 1911 -9.952103e-03 -1.101380e-01 1.836454e-01 -9.313164e-02 1.931262e-02
## 1912 1.058961e-01 2.229024e-02 1.082923e-01 1.729348e-01 1.047888e-01
## 1913 1.716256e-01 -8.489811e-02 -8.669678e-02 8.434060e-02 2.060747e-02
## 1914 -2.603357e-01 1.157454e-01 -2.607983e-02 1.349226e-01 -1.000121e-01
## 1915 -1.306828e-01 5.070203e-02 -8.415970e-02 6.615342e-02 -1.048390e-01
## 1916 1.702905e-01 -5.854941e-02 -8.264614e-02 -1.006050e-02 1.318921e-01
## 1917 -1.803015e-01 -4.100281e-03 1.655085e-01 4.305324e-02 -1.227886e-01
## 1918 1.423379e-01 9.683329e-02 -1.784875e-02 -9.965979e-02 -3.098368e-03
## 1919 -1.654321e-01 -5.170082e-02 9.791978e-02 1.105112e-01 4.453670e-02
## 1920 1.572602e-01 -8.683045e-02 -9.170814e-02 8.178705e-02 6.153002e-03
## 1921 -9.500034e-02 6.473504e-02 -5.131439e-02 -1.148729e-02 -9.701099e-02
## 1922 -1.234867e-01 4.687206e-02 8.593118e-02 5.610397e-02 1.012928e-01
## 1923 4.679262e-02 -6.742843e-02 -1.350021e-01 -2.758671e-02 5.747798e-02
## 1924 -1.640164e-02 -5.659424e-02 4.741474e-02 6.113004e-02 6.953593e-02
## 1925 -8.180567e-02 -3.710954e-02 4.828332e-02 -4.346282e-02 -3.932802e-02
## 1926 3.613962e-02 8.136763e-02 -2.304766e-02 -5.416712e-02 3.442608e-02
## 1927 -1.030408e-02 3.568407e-02 -6.214336e-03 3.771004e-02 -3.050656e-02
## 1928 2.972363e-02 8.617782e-02 5.115222e-02 -1.352650e-03 -8.600704e-03
## 1929 4.064076e-03 1.462017e-01 7.580703e-04 -1.814781e-02 4.304618e-02
## 1930 -1.515137e-01 7.599886e-02 7.744369e-02 -1.075374e-01 -5.167417e-02
## 1931 2.899109e-01 -9.562445e-02 7.436513e-02 2.500982e-01 -6.507609e-02
## 1932 -1.740368e-01 -1.320693e-01 -1.440145e-01 -2.545499e-01 7.151952e-02
## 1933 -7.662861e-04 5.226210e-02 9.964311e-02 1.622819e-01 1.226713e-01
## 1934 7.064085e-02 5.342463e-02 1.239762e-01 -1.778777e-02 7.461728e-02
## 1935 1.135884e-02 -1.413378e-01 4.152625e-03 1.376711e-02 6.183711e-03
## 1936 -9.171581e-03 1.402609e-02 -1.182311e-02 -6.081143e-02 1.036862e-02
## 1937 -7.982425e-02 -1.385372e-01 -3.021795e-02 1.040943e-01 -6.585336e-02
## 1938 -5.156574e-03 1.214319e-01 3.495917e-02 -7.238968e-02 -9.496281e-02
## 1939 1.132483e-01 -8.327595e-02 5.278742e-02 2.305806e-02 3.123913e-02
## 1940 1.049170e-01 -4.394607e-02 1.658324e-01 -4.918286e-03 -1.041806e-01
## 1941 4.546473e-02 2.015683e-01 -1.137122e-01 -1.799875e-01 1.072276e-01
## 1942 -7.281828e-02 -8.974984e-03 1.197203e-01 8.958072e-02 -8.596347e-02
## 1943 1.076450e-01 -8.400343e-02 -3.545905e-02 -4.081672e-02 -7.040420e-03
## 1944 -4.563172e-02 1.243047e-01 -9.071940e-03 8.208618e-02 -1.556249e-02
## 1945 6.051756e-02 6.878455e-02 8.063980e-02 -3.323546e-02 2.391543e-02
## 1946 3.224573e-02 -3.726777e-02 1.206073e-01 1.714513e-02 -1.453198e-01
## 1947 2.607364e-02 9.529238e-02 -1.831849e-01 4.195629e-02 1.280584e-01
## 1948 1.876009e-02 2.045784e-01 1.387517e-01 -9.371286e-02 -3.794585e-02
## 1949 -1.651827e-01 -8.964130e-02 -3.432431e-02 2.120221e-02 -8.390379e-02
## 1950 3.720224e-02 -1.282572e-01 -1.190423e-01 9.434875e-02 -9.972498e-02
## 1951 -1.434807e-02 -2.404656e-02 -2.358170e-01 3.397906e-02 -9.163757e-02
## 1952 5.093671e-03 8.099221e-02 -1.213289e-01 8.316387e-02 4.228168e-02
## 1953 -3.621233e-01 -1.503431e-01 7.788214e-02 1.104704e-01 -6.692386e-02
## 1954 2.473491e-01 2.414972e-01 8.695764e-02 -7.976651e-02 6.161338e-02
## 1955 1.623655e-01 3.109308e-02 1.202463e-01 -3.225781e-03 1.986033e-02
## 1956 2.101517e-01 1.825403e-02 3.556331e-01 4.254712e-02 1.004994e-01
## 1957 -2.660875e-01 3.199355e-02 -2.755465e-02 1.380528e-02 7.784999e-02
## 1958 -1.436234e-01 2.385796e-01 -8.964953e-02 2.764679e-03 -3.059860e-02
## 1959 -3.381703e-01 -2.188110e-01 3.345214e-01 1.674214e-01 -1.054053e-01
## 1960 1.159545e-01 -2.906717e-01 8.070125e-02 3.131548e-02 5.117444e-02
## 1961 8.243720e-02 -1.813870e-01 2.611551e-03 -4.046980e-02 2.549466e-01
## 1962 2.911375e-01 4.710736e-02 -6.403630e-02 7.184998e-02 -1.444940e-01
## 1963 -2.335009e-01 9.209556e-02 5.179158e-02 8.275789e-02 -5.077966e-02
## 1964 1.277419e-01 5.520415e-02 1.168764e-01 -1.798407e-01 -7.891325e-02
## 1965 1.593935e-01 1.507601e-01 -2.113861e-02 -7.531365e-02 1.613076e-01
## 1966 -4.899409e-02 -1.539780e-01 -1.589255e-01 7.450546e-02 -1.915849e-01
## 1967 -1.193151e-01 -1.359957e-01 1.219172e-01 6.531980e-02 1.808282e-01
## 1968 -9.176370e-02 3.888392e-02 -2.640462e-02 5.863990e-02 -9.961581e-02
## 1969 1.911789e-01 4.906498e-02 6.128591e-02 -7.868457e-02 -5.970735e-02
## 1970 -7.112780e-02 1.162934e-02 1.474961e-01 6.023504e-02 9.103012e-02
## 1971 -2.995912e-02 -1.082924e-01 -7.817344e-02 1.208909e-01 -5.831255e-02
## 1972 1.697655e-01 3.899596e-02 -4.468945e-02 -5.562370e-02 -1.132814e-02
## 1973 -8.454535e-02 1.393480e-01 7.526971e-02 5.661331e-02 5.378095e-02
## 1974 -3.989324e-02 -1.249491e-01 1.082096e-02 -1.165194e-01 -1.653443e-01
## 1975 2.095242e-01 -3.411065e-02 8.644252e-02 1.693050e-01 1.552372e-01
## 1976 -7.104627e-02 4.686454e-02 -1.722842e-01 -1.420480e-01 -1.398153e-02
## 1977 -6.289047e-02 -8.507093e-02 1.700940e-01 -4.729721e-02 -7.109981e-02
## 1978 1.436706e-02 1.629317e-01 -8.330078e-02 1.348645e-01 5.094312e-02
## 1979 -3.941382e-03 -1.378844e-03 1.205155e-01 1.550204e-02 -2.833940e-02
## 1980 -4.683987e-02 -6.139821e-03 -2.737785e-02 1.364235e-01 1.462530e-01
## 1981 -9.503395e-02 -9.422435e-02 -8.801480e-02 3.315367e-02 -1.005619e-02
## 1982 1.781672e-01 -2.475177e-02 1.142190e-01 -1.466010e-01 5.492227e-02
## 1983 -9.611143e-02 1.739859e-02 -2.259388e-01 1.631882e-01 -5.145313e-02
## 1984 -1.074287e-01 -9.544144e-02 2.085754e-01 -1.237196e-01 7.868696e-02
## 1985 5.003425e-02 3.473675e-03 -4.094592e-02 1.773025e-01 -1.047178e-01
## 1986 9.858647e-02 2.039267e-01 -1.437300e-02 -1.750450e-01 -6.823248e-02
## 1987 1.377451e-01 1.410557e-02 -6.027305e-02 3.570960e-02 -3.131082e-02
## 1988 -1.106159e-01 -4.863945e-02 -3.477881e-03 3.035176e-02 5.935788e-02
## 1989 4.330256e-02 7.675980e-02 -1.396323e-03 1.353084e-02 1.089769e-01
## 1990 -1.295826e-01 1.758622e-01 -2.475937e-02 -2.401582e-03 -1.763918e-01
## 1991 2.396819e-01 -6.912964e-02 1.104635e-01 -8.176062e-02 2.323215e-02
## 1992 -1.081669e-01 -7.302815e-03 -8.884378e-02 1.091587e-01 1.267151e-01
## 1993 1.454161e-01 -3.644381e-02 -3.645203e-02 1.076531e-02 -9.426152e-02
## 1994 -1.548572e-01 -8.547958e-03 -5.026955e-02 6.582192e-02 -8.765868e-02
## 1995 -2.268943e-02 -1.083744e-01 6.637811e-02 3.106061e-02 1.998564e-01
## 1996 -1.082174e-01 -3.200243e-02 -1.416444e-01 2.571193e-02 1.940122e-02
## 1997 -4.660600e-02 -1.101343e-02 2.745703e-03 -3.487026e-02 -4.912391e-02
## 1998 1.336868e-01 -1.121777e-01 1.320346e-01 3.827694e-02 -4.595672e-03
## 1999 -2.360020e-02 1.070091e-01 -2.083205e-01 -2.402718e-02 6.958007e-03
## 2000 -3.587563e-02 4.184535e-02 1.845474e-01 -1.521986e-02 8.819245e-03
## 2001 -1.154063e-01 9.235811e-02 1.146235e-01 -9.812570e-02 3.608322e-02
## 2002 1.112490e-01 -3.338962e-02 8.011195e-02 -5.884377e-03 -1.460412e-01
## 2003 6.191381e-02 -7.829571e-02 -2.418752e-01 2.461937e-02 1.016443e-01
## 2004 -3.215528e-02 8.910022e-02 2.191791e-03 1.366751e-02 -2.334935e-02
## 2005 -1.213013e-01 -4.589883e-02 -2.877399e-01 1.389958e-01 -6.024609e-03
## 2006 -2.061265e-01 -1.165922e-01 3.385289e-01 2.501292e-02 9.969953e-02
## 2007 2.830224e-01 -9.687817e-02 1.577755e-01 -1.250964e-01 -2.052450e-02
## 2008 5.858067e-02 1.033404e-01 -2.583536e-01 9.071882e-02 -6.485885e-02
## 2009 -2.717070e-01 -1.197808e-01 -1.399454e-01 -2.764772e-02 -1.592276e-01
## 2010 -5.502848e-02 -2.569931e-02 2.489280e-01 -3.231525e-02 7.273718e-02
## 2011 1.876335e-01 2.222420e-02 5.799217e-02 9.394208e-03 -6.714622e-02
## 2012 -3.248621e-02 -1.501713e-01 -1.734010e-01 -1.419370e-01 7.549430e-02
## 2013 1.972416e-01 -6.802980e-02 1.194178e-01 3.039408e-02 -6.326926e-03
## 2014 -2.657048e-01 6.760578e-02 2.230226e-02 -4.195637e-02 3.873073e-02
## 2015 2.211191e-01 6.495020e-03 1.261872e-02 2.019790e-01 -1.716461e-02
## 2016 -1.173690e-01 -7.239325e-02 -1.614821e-02 -5.829731e-02 -1.272091e-01
## 2017 1.312849e-01 1.792392e-02 -9.213179e-02 -1.297248e-01 1.090773e-02
## 2018 4.363991e-02 1.368246e-02 -1.200614e-01 2.136795e-02 -3.595789e-02
## 2019 1.141016e-02 1.081921e-02 -4.327178e-02 -1.124387e-01 -7.588026e-02
## 2020 9.150339e-03 1.414180e-02 -5.743883e-02 1.804402e-01 1.334118e-01
## 2021 -1.233459e-01 -1.761093e-01 -3.350169e-02 -2.040097e-01 7.262891e-03
## 2022 -3.316555e-02 6.525968e-02 1.264935e-01 -1.566579e-01 8.118596e-02
## 2023 4.745913e-02 5.241026e-02 -8.271561e-02 2.924279e-03 1.771981e-02
## 2024 -5.377070e-02 3.665920e-02 -1.501932e-01 -1.164985e-01 -1.074299e-01
## 2025 1.192304e-01 -1.000527e-01 1.059151e-02 -1.177893e-01 6.169927e-02
## 2026 6.593778e-02 4.886840e-02 -6.873158e-02 -1.671308e-01 -1.027090e-01
## 2027 -1.031673e-01 -6.586468e-02 -3.183307e-02 6.159378e-02 9.853277e-02
## 2028 -1.601451e-02 1.391551e-01 -2.168504e-01 -3.683996e-03 5.304223e-02
## 2029 2.093745e-01 1.766160e-01 -6.996948e-02 -5.281958e-02 6.183376e-02
## 2030 -8.221645e-02 -3.295490e-01 -7.482120e-02 -1.681391e-01 3.512560e-02
## 2031 1.682772e-01 -8.752867e-02 -3.829409e-02 9.037458e-03 7.567168e-02
## 2032 -1.046430e-01 -6.559335e-02 -2.201669e-02 9.564221e-02 6.602255e-02
## 2033 -6.623132e-02 2.727088e-02 -3.520490e-02 -5.003205e-02 -9.603442e-02
## 2034 3.721976e-02 7.941169e-02 8.353806e-02 6.215805e-02 -1.236883e-04
## 2035 -1.067268e-01 -2.240796e-02 -8.627767e-02 6.666488e-02 -1.272797e-01
## 2036 9.021673e-02 -1.396013e-01 1.187387e-01 -2.559296e-02 1.503409e-01
## 2037 -9.066193e-02 -1.179181e-01 -2.105772e-01 -8.175865e-02 2.015717e-02
## 2038 -8.939062e-02 4.159948e-02 1.433184e-01 1.493158e-01 -7.791211e-02
## 2039 3.036110e-02 1.246640e-01 -1.949006e-02 1.773715e-01 1.140548e-01
## 2040 1.219029e-02 9.205596e-02 -1.266566e-02 -9.150239e-02 -5.427300e-03
## 2041 7.844664e-02 4.686902e-02 -9.430618e-02 1.058513e-01 9.897903e-02
## 2042 8.761777e-02 5.640524e-02 -5.027147e-02 -1.436431e-01 7.395915e-03
## 2043 2.479349e-02 7.515368e-02 -5.967836e-02 1.474273e-01 -3.648320e-02
## 2044 -1.042426e-01 -6.510178e-02 6.034050e-02 -8.008405e-02 2.771964e-02
## 2045 -9.207216e-02 5.926504e-02 -4.992377e-03 -7.395917e-04 -3.042435e-02
## 2046 -7.200538e-02 1.114511e-01 5.896739e-02 7.844824e-02 -9.117523e-03
## 2047 1.525246e-01 -7.508678e-02 4.844046e-02 -2.002156e-01 1.406302e-02
## 2048 -9.154323e-02 3.771476e-02 -2.767774e-01 -6.422528e-03 -1.185244e-01
## 2049 5.663410e-02 -7.872363e-02 -1.839243e-01 8.556666e-03 -5.017262e-02
## 2050 2.208527e-02 -1.024358e-01 -4.801636e-03 -6.433877e-02 1.246259e-01
## 2051 1.171890e-01 1.571329e-01 -1.444987e-01 -6.326229e-02 -4.043737e-02
## 2052 8.261461e-02 5.419620e-02 1.217400e-01 -1.119042e-01 -5.392174e-02
## 2053 2.145749e-01 2.232964e-02 -1.861401e-01 -4.029851e-02 -1.391310e-01
## 2054 2.067637e-02 1.392538e-02 -3.570553e-02 -3.294898e-02 -7.900159e-02
## 2055 3.945331e-02 -5.207611e-02 -1.056787e-01 3.793745e-02 1.794411e-01
## 2056 -4.830359e-02 -8.951978e-02 2.040980e-01 1.286666e-01 -3.756938e-02
## 2057 3.563752e-01 -7.866277e-03 -4.837308e-02 1.070072e-01 -7.260265e-02
## 2058 -7.497005e-02 1.397997e-01 -1.515379e-01 -1.453518e-01 -3.403912e-02
## 2059 -5.175446e-02 6.868244e-02 1.302387e-01 6.130661e-02 -2.614570e-02
## 2060 -1.737847e-01 -2.800464e-02 8.089545e-02 -1.592753e-01 4.983965e-02
## 2061 3.599324e-01 -1.209098e-01 -1.548879e-01 1.115287e-01 6.512586e-02
## 2062 -1.759800e-01 9.914596e-02 1.925362e-01 8.617536e-03 1.634246e-01
## 2063 2.265681e-01 4.354219e-02 -1.089026e-01 -2.028645e-02 -8.346136e-02
## 2064 -2.663467e-01 -1.588729e-01 1.738428e-02 6.573938e-02 4.079894e-02
## 2065 7.291652e-02 2.935714e-01 -8.492431e-02 5.357613e-02 -1.019391e-01
## 2066 3.845424e-02 1.019365e-01 9.003927e-02 -5.117245e-02 9.893281e-02
## 2067 -1.823267e-01 -1.911053e-01 -3.780126e-02 -7.772736e-02 2.229909e-02
## 2068 -1.114101e-01 3.819367e-01 -5.491275e-02 -1.791438e-01 -3.672226e-03
## 2069 -5.004304e-02 -1.077255e-01 -1.308023e-01 1.037898e-01 -5.937920e-02
## 2070 -6.763887e-02 -4.755187e-02 -3.030005e-02 2.467288e-02 6.959090e-02
## 2071 -4.870347e-03 2.214230e-01 -1.669564e-02 1.771207e-01 -5.393605e-02
## 2072 1.420944e-02 -1.401717e-01 1.319345e-01 -1.557964e-01 -7.757396e-02
## 2073 -8.210202e-02 4.421755e-02 -9.244314e-02 -2.125388e-02 1.292051e-01
## 2074 4.111670e-03 1.041552e-01 1.515048e-01 1.368469e-01 1.898052e-02
## 2075 3.492201e-02 -5.304031e-02 -9.668660e-02 -6.801031e-02 -2.276981e-02
## 2076 1.308912e-01 -7.289563e-02 -5.354514e-02 -7.302159e-02 -3.414674e-02
## 2077 -1.275146e-02 -1.141186e-01 3.026594e-02 1.873669e-02 5.108284e-02
## 2078 1.013997e-01 2.055781e-01 2.112799e-01 -1.731387e-01 -2.578267e-02
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## 2610 2.337802e-02 4.649701e-02 8.590215e-02 -7.066854e-02 4.480354e-02
## 2611 -9.730508e-02 8.230578e-02 -8.999131e-02 1.345968e-01 8.101097e-02
## 2612 -3.582330e-02 -7.213841e-02 5.581815e-02 -6.503689e-02 -2.630945e-01
## 2613 1.953384e-01 -2.539894e-02 5.297020e-03 5.724039e-02 7.612766e-02
## 2614 -1.326930e-01 -2.005952e-01 -1.135972e-01 -1.723847e-01 1.144632e-01
## 2615 -4.049770e-02 1.235560e-01 1.351236e-01 3.675717e-02 -5.450379e-02
## 2616 2.273446e-02 -4.250748e-02 -2.779702e-01 7.872896e-03 2.855251e-02
## 2617 8.170712e-03 -1.924405e-01 1.142849e-01 -3.292046e-02 -1.241077e-01
## 2618 -3.361377e-02 -1.499884e-03 -4.757651e-03 9.237214e-03 2.017348e-01
## 2619 1.671783e-01 -7.686074e-02 -1.524002e-01 4.392104e-02 1.597807e-02
## 2620 -1.095477e-01 3.661990e-02 1.180280e-01 -5.100978e-02 7.338916e-02
## 2621 1.692107e-01 -4.649879e-02 -5.227283e-02 1.159660e-01 -1.174066e-01
## 2622 -1.192525e-01 1.176671e-02 -4.060584e-02 -2.988182e-02 9.000475e-02
## 2623 -1.245249e-02 -6.676478e-02 2.879074e-02 -7.600924e-02 1.910277e-02
## 2624 -6.496120e-02 9.144581e-02 -6.149574e-02 4.162766e-03 1.524784e-01
## 2625 -5.664086e-02 -9.167046e-03 6.590874e-02 -9.434946e-02 -2.009611e-01
## 2626 1.209338e-02 -4.659761e-02 6.663978e-02 -7.283408e-02 3.620857e-01
## 2627 1.249464e-01 1.444884e-01 9.781717e-02 4.772011e-02 2.300309e-01
## 2628 -9.879714e-02 1.430929e-02 -1.551227e-02 6.024937e-03 5.363681e-02
## 2629 -1.675922e-01 7.157257e-02 6.495567e-03 -4.797896e-02 -2.520086e-02
## 2630 1.229337e-01 2.281174e-02 -1.680145e-01 3.365591e-02 1.100053e-01
## 2631 1.334124e-01 1.321261e-02 6.693988e-02 2.444279e-03 2.292069e-01
## 2632 -1.600997e-01 -8.856298e-02 -1.090461e-01 -1.048588e-01 -1.544951e-01
## 2633 -2.917087e-02 4.991957e-02 -7.245691e-02 -6.097831e-02 1.495970e-02
## 2634 -1.588480e-01 -1.723924e-01 7.524515e-02 -3.284607e-02 -1.551513e-02
## 2635 2.673230e-01 -3.397862e-02 -5.938442e-02 1.118567e-01 -3.413153e-02
## 2636 -1.218187e-01 -1.159898e-02 3.581101e-02 -1.870273e-02 6.313423e-03
## 2637 1.556237e-01 8.360911e-02 1.527600e-01 1.394986e-01 6.132887e-03
## 2638 -1.197733e-01 -9.893936e-02 -1.444204e-01 -1.007949e-01 -1.948684e-02
## 2639 2.912080e-02 -7.519191e-02 -1.152839e-01 9.312255e-02 8.088833e-02
## 2640 -9.978440e-02 2.924059e-02 -1.274207e-01 6.609632e-02 -9.979460e-03
## 2641 -6.637666e-02 -1.472032e-02 1.224480e-01 -4.182161e-02 -1.948940e-02
## 2642 -1.401657e-02 9.948044e-02 -2.211885e-02 3.362705e-02 -6.821913e-03
## 2643 4.235001e-02 1.064672e-01 -2.946423e-02 -3.085840e-02 -8.379101e-03
## 2644 7.829079e-02 -1.491303e-01 5.697417e-02 -7.032250e-02 -1.075667e-01
## 2645 1.538207e-01 -1.254269e-02 -1.763083e-02 -8.629983e-02 1.324468e-01
## 2646 2.635056e-02 1.359525e-01 -8.748341e-02 1.652394e-01 4.684001e-02
## 2647 5.045294e-02 7.804091e-02 1.602390e-02 1.862952e-02 5.692563e-02
## 2648 -2.700340e-01 -1.765840e-01 5.808129e-02 -2.114891e-02 -1.184388e-02
## 2649 1.001489e-01 -1.983106e-02 -9.346563e-02 6.016270e-02 -5.986288e-02
## 2650 7.648803e-02 -7.902157e-02 -2.773963e-02 6.260423e-02 1.658488e-02
## 2651 4.529989e-02 5.843856e-03 -2.506970e-02 1.468202e-01 2.709785e-02
## 2652 -1.496475e-01 1.057716e-01 1.872293e-01 -5.757435e-03 1.257138e-01
## 2653 6.542776e-02 -1.300323e-02 -1.688632e-01 5.836041e-02 -1.150261e-01
## 2654 -1.478673e-01 -4.658777e-03 1.428441e-01 6.463840e-03 1.294941e-01
## 2655 2.540233e-01 2.305028e-02 -1.238166e-01 1.070231e-03 -3.280622e-02
## 2656 2.631148e-01 3.168470e-02 -6.850435e-02 7.452853e-02 -3.188366e-03
## 2657 -1.031056e-01 4.166030e-02 1.487838e-01 -1.384881e-02 9.528555e-02
## 2658 -2.239425e-02 1.123001e-01 -4.500771e-02 -2.248835e-01 3.342075e-02
## 2659 -1.890424e-02 5.575298e-02 -5.373285e-02 -1.904528e-02 1.874415e-01
## 2660 -5.086949e-03 -1.032207e-01 1.100074e-02 1.447821e-01 1.199151e-01
## 2661 -2.931927e-02 -2.074167e-02 2.899448e-02 5.560556e-02 -2.497626e-01
## 2662 -3.146327e-02 3.757130e-02 2.405858e-02 -8.149956e-02 2.181245e-02
## 2663 -8.382298e-02 5.826068e-02 4.091827e-02 -5.140249e-02 3.733331e-02
## 2664 -7.058058e-03 6.656679e-02 -1.558586e-02 -9.376046e-02 -6.885754e-03
## 2665 1.487910e-01 1.236434e-02 7.834307e-02 -1.911830e-01 -8.217155e-03
## 2666 3.898914e-02 2.147751e-01 1.404115e-01 -1.575630e-01 -6.178664e-02
## 2667 2.088226e-01 -1.816976e-02 -3.932754e-02 9.814652e-02 -3.877070e-02
## 2668 -1.535931e-01 7.236831e-02 2.569740e-01 -1.287735e-02 4.333499e-03
## 2669 9.589409e-02 -1.014960e-01 -8.881674e-02 -9.665507e-03 5.886327e-02
## 2670 -5.112935e-02 -7.686532e-02 1.076021e-02 3.501950e-02 -1.451462e-01
## 2671 1.065136e-01 2.509592e-02 1.829905e-02 6.547048e-02 -9.946811e-03
## 2672 -9.049939e-02 -5.205360e-02 2.793924e-02 3.664233e-03 5.693139e-02
## 2673 -8.378544e-03 -1.447250e-02 1.016963e-01 -5.469380e-02 1.164939e-02
## 2674 -1.502719e-01 -3.649058e-02 -1.241596e-01 9.390904e-02 5.366119e-02
## 2675 -3.180876e-03 -2.004674e-01 1.188790e-01 8.182157e-03 -2.738390e-02
## 2676 -3.298597e-03 1.229955e-01 1.314893e-02 -7.719020e-02 -8.166049e-02
## 2677 1.088839e-01 2.024948e-01 -1.595579e-02 6.141632e-02 9.275280e-02
## 2678 -2.935852e-03 2.476896e-02 7.275328e-02 1.285854e-01 4.051773e-02
## 2679 -1.063835e-01 -1.257294e-01 -8.073894e-02 -1.356975e-01 1.412801e-01
## 2680 6.781980e-02 1.001697e-01 -1.171660e-02 2.189701e-01 9.851958e-02
## 2681 7.007228e-02 -1.269576e-01 5.476186e-03 -2.403723e-01 -1.058675e-01
## 2682 2.296336e-02 -1.053435e-01 2.051818e-02 -2.061314e-02 -1.562764e-01
## 2683 1.021124e-01 -1.151092e-01 -8.365560e-02 1.358795e-01 1.730884e-01
## 2684 -2.036499e-01 2.322294e-02 3.657079e-02 3.986449e-02 -7.707095e-02
## 2685 7.987781e-02 -1.410537e-01 1.107837e-01 -7.974452e-02 -2.492686e-02
## 2686 3.671714e-02 1.435270e-01 -6.317221e-02 1.059051e-01 1.155081e-01
## 2687 -1.491770e-01 1.075034e-01 7.531075e-02 -1.502339e-01 -5.067271e-02
## 2688 4.550024e-02 -1.038552e-01 -2.978188e-02 1.667474e-01 -1.733103e-02
## 2689 2.208781e-02 1.663158e-01 -1.827109e-02 -3.935838e-02 -7.410046e-03
## 2690 8.222016e-02 -2.781628e-02 6.396527e-02 -2.870067e-02 -1.569315e-03
## 2691 1.166282e-01 -6.893549e-02 1.531266e-01 -1.459748e-01 1.219559e-02
## 2692 1.359636e-01 1.594028e-01 1.548707e-01 1.009182e-01 -7.548289e-02
## 2693 -1.049752e-01 3.889915e-02 -1.668746e-01 8.437759e-02 1.595400e-01
## 2694 -4.482867e-02 6.613758e-03 7.477870e-02 -1.292085e-02 -5.886024e-02
## 2695 1.658756e-01 1.894225e-02 -1.957243e-02 2.440615e-02 4.975499e-02
## 2696 -1.089273e-01 8.826454e-02 -2.927702e-02 -2.196350e-01 -8.304298e-02
## 2697 -8.667404e-02 -1.415335e-01 -2.839047e-02 -5.516731e-02 -1.259494e-01
## 2698 1.006944e-02 9.185311e-02 5.659785e-02 2.333889e-02 -4.905898e-03
## 2699 2.374854e-02 -2.601724e-02 -1.933211e-01 -1.241147e-01 6.698590e-02
## 2700 -1.125580e-01 6.557585e-02 8.194092e-02 9.737655e-02 3.630975e-02
## 2701 -1.426591e-01 9.235488e-02 -8.479479e-02 7.409377e-02 -1.512451e-01
## 2702 -3.328981e-02 6.940421e-03 -1.400434e-01 1.118341e-01 7.631841e-02
## PC36 Status
## 1 -1.375850e-01 Valid
## 2 8.915182e-02 Valid
## 3 -5.983703e-02 Valid
## 4 8.735520e-02 Valid
## 5 1.195567e-01 Valid
## 6 -1.367340e-01 Valid
## 7 6.442694e-02 Valid
## 8 1.383728e-02 Valid
## 9 -1.434036e-01 Outlier
## 10 1.602762e-01 Outlier
## 11 -2.850823e-02 Outlier
## 12 4.958437e-02 Outlier
## 13 5.999909e-02 Outlier
## 14 4.676376e-02 Outlier
## 15 -2.849280e-02 Outlier
## 16 1.097290e-01 Outlier
## 17 -2.565305e-01 Outlier
## 18 1.460313e-01 Outlier
## 19 -8.259435e-03 Valid
## 20 5.776452e-02 Valid
## 21 9.229162e-02 Valid
## 22 -1.470445e-03 Valid
## 23 -7.163960e-02 Valid
## 24 1.200334e-01 Valid
## 25 1.909810e-02 Valid
## 26 1.207675e-01 Valid
## 27 -2.006726e-02 Valid
## 28 -3.496787e-02 Valid
## 29 1.369668e-02 Valid
## 30 1.064498e-01 Valid
## 31 2.584768e-02 Valid
## 32 1.720474e-02 Valid
## 33 -5.225794e-03 Valid
## 34 1.820957e-01 Valid
## 35 -1.797306e-01 Valid
## 36 2.851281e-01 Valid
## 37 5.152954e-02 Valid
## 38 1.124115e-01 Valid
## 39 1.338601e-01 Valid
## 40 -1.041775e-01 Valid
## 41 8.582541e-02 Valid
## 42 1.613009e-01 Valid
## 43 -9.132205e-02 Valid
## 44 1.876506e-01 Outlier
## 45 -1.467361e-01 Outlier
## 46 -8.448817e-02 Outlier
## 47 1.486536e-01 Valid
## 48 -3.143605e-03 Valid
## 49 2.419372e-02 Valid
## 50 -2.017816e-02 Valid
## 51 -4.552996e-02 Outlier
## 52 -7.371447e-02 Outlier
## 53 -2.089946e-02 Outlier
## 54 -1.075523e-01 Outlier
## 55 3.253360e-01 Valid
## 56 -2.054072e-01 Valid
## 57 -1.003799e-01 Valid
## 58 1.091218e-01 Valid
## 59 -5.352800e-02 Valid
## 60 -2.555641e-02 Valid
## 61 1.699032e-02 Valid
## 62 -1.161035e-01 Valid
## 63 6.081161e-02 Valid
## 64 1.074178e-01 Outlier
## 65 8.981742e-02 Outlier
## 66 -9.146049e-02 Outlier
## 67 -2.131052e-02 Outlier
## 68 1.871244e-02 Outlier
## 69 -3.171237e-02 Outlier
## 70 -2.606674e-02 Outlier
## 71 -2.725113e-02 Outlier
## 72 -4.698559e-02 Outlier
## 73 -9.631222e-02 Outlier
## 74 1.634398e-01 Valid
## 75 -1.049926e-01 Valid
## 76 3.854470e-02 Valid
## 77 1.325396e-01 Valid
## 78 1.135214e-02 Valid
## 79 -1.414894e-03 Valid
## 80 -3.405792e-04 Valid
## 81 -1.077585e-01 Valid
## 82 3.174296e-02 Valid
## 83 3.104842e-02 Valid
## 84 5.799973e-02 Valid
## 85 -8.036608e-02 Valid
## 86 5.343403e-05 Valid
## 87 -3.740189e-03 Valid
## 88 5.168484e-02 Valid
## 89 7.050379e-02 Valid
## 90 -5.703687e-02 Valid
## 91 -1.031856e-02 Valid
## 92 -1.353990e-01 Valid
## 93 1.845411e-01 Valid
## 94 -6.347647e-02 Valid
## 95 -8.052884e-02 Valid
## 96 2.141772e-01 Valid
## 97 -2.220289e-01 Valid
## 98 3.601411e-02 Valid
## 99 -1.147508e-01 Valid
## 100 1.261027e-01 Valid
## 101 -1.261536e-01 Valid
## 102 1.634330e-01 Valid
## 103 1.407025e-01 Valid
## 104 -1.433685e-01 Valid
## 105 -4.765252e-02 Valid
## 106 -7.594644e-02 Valid
## 107 3.029105e-02 Valid
## 108 2.252385e-01 Valid
## 109 1.009562e-01 Valid
## 110 -1.529747e-01 Outlier
## 111 1.940790e-01 Outlier
## 112 -7.357130e-02 Outlier
## 113 6.647678e-02 Outlier
## 114 -5.577539e-02 Outlier
## 115 3.396663e-02 Outlier
## 116 -8.559152e-02 Valid
## 117 2.440538e-02 Valid
## 118 -1.228665e-01 Valid
## 119 1.164749e-02 Valid
## 120 1.769638e-02 Valid
## 121 5.619152e-03 Valid
## 122 -8.368142e-02 Valid
## 123 4.173895e-02 Valid
## 124 -5.213460e-02 Valid
## 125 8.864154e-02 Outlier
## 126 -4.535077e-02 Outlier
## 127 -7.413457e-02 Outlier
## 128 -3.154392e-02 Outlier
## 129 -3.105506e-02 Outlier
## 130 -6.583837e-02 Outlier
## 131 -9.980522e-02 Outlier
## 132 1.042541e-02 Outlier
## 133 2.449606e-02 Outlier
## 134 2.604727e-02 Outlier
## 135 1.092110e-01 Outlier
## 136 5.883814e-02 Outlier
## 137 1.981795e-01 Valid
## 138 -9.633803e-02 Valid
## 139 -8.372782e-02 Valid
## 140 1.352348e-01 Valid
## 141 1.604639e-01 Valid
## 142 -1.228725e-01 Valid
## 143 1.284880e-02 Valid
## 144 2.152299e-02 Valid
## 145 6.273881e-02 Valid
## 146 -1.360920e-03 Valid
## 147 4.558012e-02 Valid
## 148 -3.312583e-02 Valid
## 149 -1.141479e-01 Valid
## 150 9.993052e-02 Valid
## 151 1.039379e-01 Valid
## 152 -3.161470e-02 Valid
## 153 2.709757e-02 Valid
## 154 -2.342682e-02 Valid
## 155 3.556259e-02 Valid
## 156 -1.170268e-02 Valid
## 157 -1.558591e-01 Valid
## 158 -2.671700e-02 Valid
## 159 4.357644e-02 Valid
## 160 3.735865e-02 Valid
## 161 -1.096745e-01 Valid
## 162 1.466382e-02 Valid
## 163 -4.528391e-02 Valid
## 164 9.675743e-03 Valid
## 165 6.324311e-02 Valid
## 166 -1.056511e-01 Valid
## 167 -7.347459e-02 Valid
## 168 7.976420e-02 Valid
## 169 -3.952739e-02 Valid
## 170 -1.150389e-01 Valid
## 171 -1.890332e-01 Valid
## 172 -2.410959e-02 Valid
## 173 8.692326e-02 Valid
## 174 -4.724369e-02 Valid
## 175 -1.377336e-01 Valid
## 176 -1.334700e-02 Valid
## 177 1.016511e-02 Valid
## 178 4.640403e-03 Valid
## 179 1.514669e-01 Valid
## 180 -1.234119e-01 Valid
## 181 1.455535e-01 Outlier
## 182 -1.798958e-01 Outlier
## 183 1.128600e-01 Outlier
## 184 2.371325e-02 Outlier
## 185 -5.171717e-02 Outlier
## 186 7.855256e-02 Outlier
## 187 1.134369e-01 Valid
## 188 3.146684e-02 Valid
## 189 9.742879e-03 Valid
## 190 -6.771725e-02 Valid
## 191 5.111808e-02 Valid
## 192 1.150549e-01 Valid
## 193 -3.918165e-02 Valid
## 194 8.691570e-02 Outlier
## 195 -5.290011e-02 Outlier
## 196 -2.686568e-02 Outlier
## 197 1.243109e-01 Outlier
## 198 -3.131599e-02 Outlier
## 199 1.139340e-01 Outlier
## 200 -2.897554e-02 Outlier
## 201 1.560766e-03 Outlier
## 202 1.725236e-02 Outlier
## 203 1.915186e-02 Outlier
## 204 6.557797e-02 Outlier
## 205 -2.075160e-02 Outlier
## 206 -3.386948e-02 Outlier
## 207 -1.410090e-02 Outlier
## 208 2.351241e-02 Outlier
## 209 5.539013e-02 Outlier
## 210 -7.072742e-02 Outlier
## 211 1.033020e-01 Valid
## 212 -1.437286e-01 Valid
## 213 1.334890e-01 Valid
## 214 -7.762028e-02 Valid
## 215 1.720984e-02 Valid
## 216 -1.836868e-02 Valid
## 217 1.069350e-01 Valid
## 218 4.146814e-02 Valid
## 219 -2.098251e-01 Valid
## 220 1.892737e-01 Valid
## 221 3.982779e-02 Valid
## 222 3.882210e-02 Valid
## 223 8.647160e-02 Valid
## 224 -2.529408e-02 Valid
## 225 7.192269e-02 Valid
## 226 -1.658051e-02 Valid
## 227 -8.114824e-02 Valid
## 228 -1.018604e-01 Valid
## 229 -7.378114e-02 Valid
## 230 -1.460348e-01 Valid
## 231 1.628661e-01 Valid
## 232 3.060972e-02 Valid
## 233 1.392336e-01 Valid
## 234 -1.363349e-01 Valid
## 235 2.398661e-02 Valid
## 236 1.133966e-01 Valid
## 237 -7.754220e-02 Valid
## 238 1.389712e-01 Valid
## 239 -1.251694e-01 Valid
## 240 1.234081e-01 Valid
## 241 -7.022263e-02 Valid
## 242 1.110351e-03 Valid
## 243 1.524596e-01 Valid
## 244 -1.108833e-01 Valid
## 245 -5.168567e-02 Outlier
## 246 7.604702e-02 Valid
## 247 -1.872084e-02 Outlier
## 248 -3.532374e-03 Valid
## 249 8.773860e-02 Valid
## 250 -5.749078e-02 Valid
## 251 -4.159936e-02 Valid
## 252 5.461559e-02 Valid
## 253 4.650392e-03 Valid
## 254 9.548401e-02 Valid
## 255 4.266196e-02 Valid
## 256 2.567349e-02 Valid
## 257 7.202012e-02 Outlier
## 258 1.040462e-01 Outlier
## 259 -1.431462e-01 Outlier
## 260 -5.950657e-02 Outlier
## 261 -1.765793e-01 Outlier
## 262 1.290469e-01 Outlier
## 263 -5.310630e-02 Outlier
## 264 -8.568695e-02 Outlier
## 265 -8.784302e-02 Outlier
## 266 1.699744e-01 Outlier
## 267 -8.427117e-02 Outlier
## 268 7.033106e-02 Outlier
## 269 -1.230811e-01 Outlier
## 270 -6.558468e-02 Outlier
## 271 5.447910e-02 Outlier
## 272 -7.094392e-02 Outlier
## 273 -3.392647e-02 Outlier
## 274 -1.676220e-02 Outlier
## 275 1.029388e-01 Valid
## 276 -3.475116e-02 Valid
## 277 1.310414e-01 Valid
## 278 -1.615652e-01 Valid
## 279 -3.265537e-02 Valid
## 280 1.697047e-01 Valid
## 281 -3.180021e-02 Valid
## 282 -5.036654e-02 Valid
## 283 1.965333e-02 Valid
## 284 -1.906450e-02 Valid
## 285 3.077779e-01 Valid
## 286 -2.536249e-01 Valid
## 287 -8.471393e-02 Valid
## 288 3.415389e-02 Valid
## 289 7.134207e-02 Valid
## 290 -2.347045e-02 Valid
## 291 1.422123e-01 Valid
## 292 1.207945e-01 Valid
## 293 -1.010407e-01 Valid
## 294 3.442246e-02 Valid
## 295 -5.297272e-02 Valid
## 296 -1.773795e-01 Valid
## 297 7.408343e-02 Valid
## 298 1.325640e-01 Valid
## 299 -2.350792e-01 Valid
## 300 8.346193e-02 Valid
## 301 -1.991191e-01 Valid
## 302 4.691598e-04 Valid
## 303 -1.521200e-01 Valid
## 304 -8.787150e-02 Valid
## 305 -2.465863e-02 Valid
## 306 -6.262520e-02 Valid
## 307 2.903043e-02 Valid
## 308 6.816441e-02 Valid
## 309 -2.047737e-01 Valid
## 310 8.769255e-02 Valid
## 311 -1.115783e-01 Valid
## 312 -2.707518e-02 Valid
## 313 5.167181e-02 Valid
## 314 -4.937008e-02 Valid
## 315 -7.687579e-02 Valid
## 316 -7.800105e-02 Valid
## 317 -8.578480e-02 Valid
## 318 -8.657942e-02 Valid
## 319 2.070619e-02 Valid
## 320 -6.162898e-02 Valid
## 321 -5.415517e-02 Valid
## 322 1.049333e-01 Valid
## 323 -7.093918e-02 Valid
## 324 2.212843e-02 Outlier
## 325 6.068170e-02 Outlier
## 326 -9.163883e-02 Outlier
## 327 -1.698932e-01 Outlier
## 328 -1.204720e-01 Outlier
## 329 6.544463e-02 Outlier
## 330 -1.820113e-01 Outlier
## 331 9.127057e-02 Outlier
## 332 8.241691e-02 Outlier
## 333 -1.002488e-01 Outlier
## 334 8.636300e-02 Outlier
## 335 5.185045e-02 Outlier
## 336 -6.545247e-02 Outlier
## 337 4.384419e-02 Outlier
## 338 9.337445e-02 Outlier
## 339 -8.407745e-02 Outlier
## 340 -6.332621e-02 Valid
## 341 1.489375e-01 Valid
## 342 -2.464803e-01 Valid
## 343 1.935348e-01 Valid
## 344 -1.822220e-01 Valid
## 345 9.088411e-02 Valid
## 346 8.033219e-02 Valid
## 347 -1.203683e-01 Valid
## 348 6.447956e-02 Valid
## 349 -6.084922e-02 Valid
## 350 1.424306e-01 Valid
## 351 -1.991100e-01 Valid
## 352 2.166337e-01 Valid
## 353 4.232721e-02 Valid
## 354 7.155555e-02 Valid
## 355 -9.250912e-02 Valid
## 356 5.569626e-02 Valid
## 357 -8.159066e-02 Valid
## 358 8.941464e-02 Valid
## 359 -1.551026e-01 Valid
## 360 5.437977e-02 Valid
## 361 -1.076335e-02 Valid
## 362 1.223228e-01 Valid
## 363 -4.907471e-02 Valid
## 364 -5.149463e-02 Valid
## 365 -2.032635e-01 Valid
## 366 -3.688252e-02 Valid
## 367 -9.004040e-02 Valid
## 368 -1.229827e-02 Valid
## 369 -1.165457e-01 Valid
## 370 -1.101993e-01 Valid
## 371 -2.420557e-04 Valid
## 372 -5.655178e-02 Valid
## 373 8.685930e-02 Valid
## 374 -6.240844e-02 Valid
## 375 -1.309416e-02 Valid
## 376 -6.845144e-03 Valid
## 377 -1.894745e-02 Valid
## 378 -1.193939e-01 Valid
## 379 4.507399e-02 Valid
## 380 -5.255125e-02 Valid
## 381 4.003598e-02 Valid
## 382 -7.677134e-02 Valid
## 383 7.223451e-02 Valid
## 384 -5.362077e-02 Valid
## 385 8.029805e-02 Valid
## 386 -1.353968e-01 Valid
## 387 -4.799059e-02 Valid
## 388 6.177220e-02 Valid
## 389 3.508746e-02 Valid
## 390 -7.777330e-02 Outlier
## 391 -6.822479e-02 Outlier
## 392 2.808069e-02 Outlier
## 393 6.133869e-02 Outlier
## 394 -1.216859e-01 Outlier
## 395 -1.055662e-01 Outlier
## 396 4.275590e-02 Outlier
## 397 -8.438354e-02 Outlier
## 398 5.654536e-02 Outlier
## 399 -4.987469e-02 Outlier
## 400 2.544822e-02 Outlier
## 401 8.505166e-02 Outlier
## 402 5.333393e-03 Outlier
## 403 1.238768e-02 Outlier
## 404 -1.545353e-02 Outlier
## 405 1.639023e-02 Outlier
## 406 -4.390003e-02 Outlier
## 407 1.369340e-01 Outlier
## 408 -8.773698e-02 Outlier
## 409 1.140491e-01 Outlier
## 410 -1.334527e-01 Valid
## 411 1.527111e-02 Valid
## 412 -2.567017e-02 Valid
## 413 -6.596666e-02 Valid
## 414 1.590076e-01 Valid
## 415 -1.062330e-01 Valid
## 416 1.041223e-01 Valid
## 417 5.017229e-02 Valid
## 418 -8.408435e-02 Valid
## 419 6.299856e-02 Valid
## 420 -9.524375e-02 Valid
## 421 9.101089e-02 Valid
## 422 -7.015504e-02 Valid
## 423 3.669179e-02 Valid
## 424 -4.740091e-02 Valid
## 425 2.070838e-02 Valid
## 426 2.581428e-02 Valid
## 427 -5.237504e-02 Valid
## 428 -1.486733e-01 Valid
## 429 5.971878e-02 Valid
## 430 6.654213e-02 Valid
## 431 -3.345164e-02 Valid
## 432 2.929490e-02 Valid
## 433 -7.904275e-02 Valid
## 434 -2.176262e-02 Valid
## 435 -2.262360e-02 Valid
## 436 -1.086125e-01 Valid
## 437 6.509574e-02 Valid
## 438 -2.146490e-01 Valid
## 439 6.626073e-02 Valid
## 440 5.253589e-02 Valid
## 441 -6.159531e-02 Valid
## 442 1.671265e-01 Valid
## 443 -5.103341e-02 Valid
## 444 3.966165e-02 Valid
## 445 8.937330e-02 Valid
## 446 -9.768557e-02 Valid
## 447 1.215879e-02 Valid
## 448 -1.130268e-01 Valid
## 449 2.487933e-02 Valid
## 450 -9.627099e-02 Valid
## 451 1.140863e-01 Valid
## 452 -5.258148e-02 Valid
## 453 5.688972e-02 Valid
## 454 -1.993484e-01 Valid
## 455 1.890895e-01 Valid
## 456 -3.289010e-02 Valid
## 457 -2.766559e-02 Valid
## 458 -7.449636e-02 Valid
## 459 -2.243563e-02 Valid
## 460 -2.839174e-01 Outlier
## 461 9.804980e-02 Outlier
## 462 6.890812e-02 Outlier
## 463 5.533415e-02 Outlier
## 464 7.006312e-02 Outlier
## 465 -1.112811e-01 Outlier
## 466 3.586709e-02 Outlier
## 467 2.702465e-02 Outlier
## 468 -4.145035e-02 Outlier
## 469 -2.860422e-02 Outlier
## 470 5.450613e-02 Outlier
## 471 -6.261625e-02 Outlier
## 472 -6.200572e-02 Outlier
## 473 1.693134e-02 Outlier
## 474 -5.821106e-02 Outlier
## 475 9.171242e-02 Outlier
## 476 -2.018694e-01 Outlier
## 477 1.052140e-01 Valid
## 478 -1.801543e-01 Valid
## 479 -1.700464e-03 Valid
## 480 -4.056883e-02 Valid
## 481 9.337371e-02 Valid
## 482 -1.139468e-01 Valid
## 483 9.503796e-02 Valid
## 484 -8.275226e-02 Valid
## 485 1.993747e-02 Valid
## 486 4.902979e-02 Valid
## 487 -3.212622e-02 Valid
## 488 -7.460279e-02 Valid
## 489 1.033326e-01 Valid
## 490 -1.518764e-01 Valid
## 491 1.393356e-01 Valid
## 492 1.497365e-01 Valid
## 493 -8.157548e-02 Valid
## 494 6.149958e-02 Valid
## 495 -4.676268e-02 Valid
## 496 1.651872e-01 Valid
## 497 -6.923276e-02 Valid
## 498 7.674320e-02 Valid
## 499 1.273601e-03 Valid
## 500 4.287116e-02 Valid
## 501 -1.400601e-01 Valid
## 502 3.898534e-02 Valid
## 503 2.171299e-02 Valid
## 504 8.123968e-02 Valid
## 505 1.765618e-01 Valid
## 506 -1.783184e-02 Valid
## 507 2.920457e-02 Valid
## 508 5.841180e-02 Valid
## 509 -1.866811e-01 Valid
## 510 7.020638e-02 Valid
## 511 7.339334e-02 Valid
## 512 -1.963664e-02 Valid
## 513 -6.954685e-02 Valid
## 514 1.182926e-01 Valid
## 515 -3.601631e-02 Valid
## 516 1.526364e-01 Valid
## 517 -2.636902e-01 Valid
## 518 -1.944272e-01 Valid
## 519 1.800587e-02 Valid
## 520 -2.083786e-01 Outlier
## 521 -1.040387e-01 Outlier
## 522 -7.925643e-02 Outlier
## 523 9.199206e-02 Outlier
## 524 4.521253e-02 Outlier
## 525 5.525376e-02 Outlier
## 526 5.764694e-02 Outlier
## 527 -1.575680e-01 Outlier
## 528 1.314922e-01 Outlier
## 529 4.811868e-02 Outlier
## 530 -1.175361e-02 Outlier
## 531 -7.199641e-03 Outlier
## 532 -5.711743e-02 Outlier
## 533 5.225943e-02 Outlier
## 534 4.871617e-02 Outlier
## 535 -1.202204e-01 Outlier
## 536 3.462410e-02 Outlier
## 537 6.788649e-02 Valid
## 538 -1.800617e-02 Valid
## 539 1.248143e-02 Valid
## 540 -3.342264e-02 Valid
## 541 4.006212e-02 Valid
## 542 -4.269990e-02 Valid
## 543 7.579583e-02 Valid
## 544 -1.625774e-01 Valid
## 545 1.007453e-01 Valid
## 546 -7.620530e-03 Valid
## 547 5.122508e-02 Valid
## 548 -7.764009e-02 Valid
## 549 -9.590845e-02 Valid
## 550 -9.711260e-03 Valid
## 551 5.627312e-02 Valid
## 552 -2.985685e-02 Valid
## 553 -1.539010e-01 Valid
## 554 -6.228816e-02 Valid
## 555 -7.707337e-02 Valid
## 556 -3.506813e-02 Valid
## 557 -2.126841e-01 Valid
## 558 -5.112845e-03 Valid
## 559 7.885847e-02 Valid
## 560 -6.011670e-02 Valid
## 561 3.258828e-02 Valid
## 562 1.442252e-01 Valid
## 563 -1.629240e-01 Valid
## 564 3.854470e-03 Valid
## 565 1.597329e-02 Valid
## 566 1.555241e-03 Valid
## 567 -8.982580e-03 Valid
## 568 -3.671111e-02 Valid
## 569 6.289145e-02 Valid
## 570 -7.577341e-02 Valid
## 571 9.568256e-03 Valid
## 572 -5.134522e-02 Valid
## 573 7.049582e-02 Valid
## 574 3.085008e-02 Valid
## 575 -1.369953e-01 Valid
## 576 4.336532e-02 Valid
## 577 1.140317e-01 Valid
## 578 -1.873924e-01 Valid
## 579 1.161369e-01 Outlier
## 580 -3.225201e-02 Outlier
## 581 1.727375e-02 Outlier
## 582 8.445614e-03 Outlier
## 583 1.604324e-03 Outlier
## 584 5.765501e-03 Outlier
## 585 -2.007512e-02 Outlier
## 586 -9.438039e-02 Outlier
## 587 3.088300e-02 Outlier
## 588 -4.633423e-03 Outlier
## 589 -1.951884e-02 Outlier
## 590 -1.470944e-02 Outlier
## 591 6.158731e-02 Outlier
## 592 6.347334e-02 Outlier
## 593 -9.138666e-03 Valid
## 594 6.077854e-02 Valid
## 595 -1.961568e-01 Valid
## 596 1.359974e-01 Valid
## 597 6.267630e-02 Valid
## 598 -8.878493e-02 Valid
## 599 9.331877e-02 Valid
## 600 5.862869e-02 Valid
## 601 -6.156253e-04 Valid
## 602 -6.438315e-02 Valid
## 603 1.632180e-01 Valid
## 604 -2.547642e-02 Valid
## 605 6.009113e-02 Valid
## 606 -6.165699e-03 Valid
## 607 -9.940740e-03 Valid
## 608 3.445701e-02 Valid
## 609 -1.201100e-01 Valid
## 610 1.705567e-01 Valid
## 611 -3.535063e-02 Valid
## 612 4.677109e-02 Valid
## 613 6.154271e-02 Valid
## 614 -2.601980e-02 Valid
## 615 1.986029e-01 Valid
## 616 2.896771e-02 Valid
## 617 8.826961e-02 Valid
## 618 -8.215685e-02 Valid
## 619 7.690927e-02 Valid
## 620 8.637675e-02 Valid
## 621 -3.500937e-02 Valid
## 622 -2.682303e-02 Valid
## 623 -1.082539e-01 Valid
## 624 -2.731291e-03 Valid
## 625 9.385398e-02 Valid
## 626 -1.635379e-03 Valid
## 627 4.677097e-03 Valid
## 628 -6.262401e-03 Valid
## 629 -6.588012e-02 Valid
## 630 -8.185385e-02 Valid
## 631 -8.795360e-02 Valid
## 632 9.147921e-02 Valid
## 633 1.892359e-02 Valid
## 634 -1.767525e-01 Valid
## 635 -1.283343e-01 Valid
## 636 -4.264986e-03 Valid
## 637 1.994872e-01 Valid
## 638 -4.801926e-02 Outlier
## 639 2.105146e-02 Outlier
## 640 6.093326e-02 Outlier
## 641 -1.077216e-01 Outlier
## 642 4.975941e-02 Outlier
## 643 6.327513e-02 Outlier
## 644 -1.422320e-01 Outlier
## 645 -1.188294e-01 Outlier
## 646 -7.862474e-02 Outlier
## 647 -5.033057e-02 Outlier
## 648 -6.401118e-02 Outlier
## 649 2.712825e-02 Outlier
## 650 2.575818e-02 Outlier
## 651 -1.346082e-01 Outlier
## 652 -4.934802e-02 Outlier
## 653 -2.545596e-02 Outlier
## 654 -1.390073e-02 Outlier
## 655 -6.930925e-02 Outlier
## 656 1.458254e-02 Outlier
## 657 9.425223e-02 Outlier
## 658 -1.639591e-01 Outlier
## 659 1.099695e-01 Outlier
## 660 -9.819720e-02 Outlier
## 661 9.993987e-02 Outlier
## 662 -2.199483e-02 Outlier
## 663 -2.852065e-04 Outlier
## 664 -1.245194e-01 Valid
## 665 -5.263771e-02 Valid
## 666 -9.059261e-02 Valid
## 667 -3.037317e-02 Valid
## 668 1.013484e-01 Valid
## 669 -8.834432e-02 Valid
## 670 -1.779619e-01 Valid
## 671 1.009926e-01 Valid
## 672 -9.609072e-02 Valid
## 673 -3.496696e-02 Valid
## 674 5.019818e-03 Valid
## 675 -1.058886e-01 Valid
## 676 4.032440e-02 Valid
## 677 -1.093355e-01 Valid
## 678 1.192852e-01 Valid
## 679 -1.501627e-01 Valid
## 680 5.678269e-02 Outlier
## 681 3.720066e-02 Outlier
## 682 -4.635422e-02 Outlier
## 683 -5.704613e-02 Outlier
## 684 6.378169e-02 Valid
## 685 -6.708415e-02 Valid
## 686 3.329273e-02 Valid
## 687 3.397459e-02 Valid
## 688 9.237180e-02 Valid
## 689 -5.731741e-02 Valid
## 690 4.789376e-02 Valid
## 691 5.729516e-02 Valid
## 692 -1.926383e-01 Valid
## 693 6.649092e-02 Valid
## 694 -8.084170e-03 Valid
## 695 1.001837e-03 Valid
## 696 -6.613446e-02 Valid
## 697 1.091226e-01 Valid
## 698 -2.482651e-01 Valid
## 699 1.769638e-01 Valid
## 700 9.526282e-02 Valid
## 701 -6.969984e-03 Valid
## 702 4.320418e-02 Valid
## 703 -3.471904e-02 Outlier
## 704 -4.609557e-02 Outlier
## 705 -1.728022e-02 Outlier
## 706 -7.631355e-02 Outlier
## 707 1.229644e-01 Outlier
## 708 1.334601e-01 Outlier
## 709 2.925005e-02 Outlier
## 710 -2.170211e-02 Outlier
## 711 -4.105735e-02 Outlier
## 712 -1.190893e-01 Outlier
## 713 1.738372e-01 Outlier
## 714 -1.910235e-02 Outlier
## 715 -1.285124e-02 Outlier
## 716 -1.715057e-02 Outlier
## 717 8.158133e-05 Outlier
## 718 -3.579017e-02 Outlier
## 719 -1.205759e-01 Outlier
## 720 8.045338e-02 Valid
## 721 -6.716933e-02 Valid
## 722 -5.585797e-04 Valid
## 723 -7.202981e-02 Valid
## 724 -7.657462e-02 Valid
## 725 1.124081e-01 Valid
## 726 -2.619597e-01 Valid
## 727 -5.965987e-03 Valid
## 728 -1.334694e-01 Valid
## 729 1.456661e-01 Valid
## 730 -1.516319e-01 Valid
## 731 1.377291e-01 Valid
## 732 -1.186251e-01 Valid
## 733 6.251040e-02 Valid
## 734 1.597968e-02 Valid
## 735 5.190087e-02 Valid
## 736 -9.723951e-02 Valid
## 737 -1.287649e-01 Outlier
## 738 8.465183e-02 Outlier
## 739 -8.494372e-02 Outlier
## 740 4.897559e-02 Outlier
## 741 -4.202771e-03 Outlier
## 742 -1.282055e-01 Valid
## 743 8.504343e-02 Valid
## 744 -6.250427e-02 Valid
## 745 1.596633e-01 Valid
## 746 1.676654e-02 Valid
## 747 -2.144645e-02 Valid
## 748 2.608135e-02 Valid
## 749 -6.488238e-02 Valid
## 750 1.008126e-01 Valid
## 751 -1.341527e-02 Valid
## 752 -1.046766e-01 Valid
## 753 1.102519e-01 Valid
## 754 -2.074802e-02 Valid
## 755 4.408969e-02 Valid
## 756 -6.965616e-03 Valid
## 757 -1.063399e-01 Valid
## 758 2.329613e-01 Valid
## 759 2.444361e-02 Valid
## 760 1.884129e-01 Valid
## 761 -1.506551e-01 Outlier
## 762 -1.373491e-01 Outlier
## 763 1.176698e-01 Outlier
## 764 -3.548213e-02 Outlier
## 765 -1.562414e-02 Outlier
## 766 1.176436e-01 Outlier
## 767 -2.164032e-04 Outlier
## 768 -2.046107e-02 Outlier
## 769 -6.936617e-02 Outlier
## 770 5.633993e-02 Outlier
## 771 9.256582e-02 Outlier
## 772 1.126812e-01 Outlier
## 773 -9.212523e-02 Outlier
## 774 -2.016364e-02 Outlier
## 775 1.000029e-02 Outlier
## 776 -1.281651e-01 Outlier
## 777 1.673336e-01 Outlier
## 778 -4.404340e-02 Outlier
## 779 -1.035600e-01 Valid
## 780 2.524947e-02 Valid
## 781 -1.329795e-01 Valid
## 782 1.429591e-01 Valid
## 783 -1.738846e-01 Valid
## 784 9.976896e-02 Valid
## 785 7.117904e-02 Valid
## 786 -1.473008e-01 Valid
## 787 1.689975e-01 Valid
## 788 -1.171485e-01 Valid
## 789 1.137458e-01 Valid
## 790 -1.497674e-01 Valid
## 791 1.469790e-01 Valid
## 792 3.801376e-02 Valid
## 793 -5.656437e-02 Valid
## 794 -7.021625e-02 Valid
## 795 3.490865e-02 Valid
## 796 4.735909e-03 Outlier
## 797 4.919357e-02 Outlier
## 798 2.497655e-02 Outlier
## 799 1.302616e-02 Outlier
## 800 3.981857e-02 Outlier
## 801 -1.855645e-02 Outlier
## 802 -4.697023e-02 Outlier
## 803 6.256521e-02 Outlier
## 804 -1.447133e-02 Valid
## 805 1.079938e-02 Valid
## 806 1.219087e-02 Valid
## 807 -6.339711e-02 Valid
## 808 -2.593920e-02 Valid
## 809 -8.492941e-02 Valid
## 810 -7.618846e-02 Valid
## 811 -1.641762e-01 Valid
## 812 -3.663083e-03 Valid
## 813 5.038166e-02 Valid
## 814 4.439816e-03 Valid
## 815 -1.155443e-01 Valid
## 816 -1.275197e-01 Valid
## 817 -1.496548e-01 Valid
## 818 2.038951e-02 Valid
## 819 8.565192e-02 Valid
## 820 1.521551e-01 Outlier
## 821 -1.666731e-01 Outlier
## 822 -6.358945e-02 Outlier
## 823 4.666162e-02 Outlier
## 824 1.182467e-02 Outlier
## 825 -5.192096e-03 Outlier
## 826 4.602619e-02 Outlier
## 827 9.331455e-02 Outlier
## 828 -1.064611e-01 Outlier
## 829 5.846382e-02 Outlier
## 830 -1.777372e-02 Outlier
## 831 3.555051e-03 Outlier
## 832 5.834487e-02 Outlier
## 833 -2.176323e-03 Outlier
## 834 -1.293792e-01 Outlier
## 835 1.074631e-01 Outlier
## 836 -8.565514e-02 Outlier
## 837 -1.830222e-02 Outlier
## 838 1.085210e-01 Outlier
## 839 1.293739e-01 Outlier
## 840 -3.417711e-02 Outlier
## 841 -6.400723e-02 Valid
## 842 5.902399e-02 Valid
## 843 1.002538e-01 Valid
## 844 -3.851145e-02 Valid
## 845 9.438418e-02 Valid
## 846 -5.660452e-02 Valid
## 847 -2.345323e-02 Valid
## 848 1.554296e-01 Valid
## 849 -1.938528e-01 Valid
## 850 1.571261e-01 Valid
## 851 -5.533038e-02 Valid
## 852 9.614131e-02 Valid
## 853 -3.655356e-05 Valid
## 854 -3.615310e-02 Valid
## 855 3.928563e-02 Valid
## 856 1.572472e-02 Valid
## 857 1.785033e-02 Outlier
## 858 -1.570556e-02 Outlier
## 859 -5.003163e-02 Outlier
## 860 4.103867e-02 Outlier
## 861 -1.166071e-01 Outlier
## 862 1.128755e-02 Valid
## 863 5.327305e-03 Valid
## 864 -9.901052e-02 Valid
## 865 -1.896593e-01 Valid
## 866 6.104426e-02 Valid
## 867 5.345654e-02 Valid
## 868 -1.713081e-02 Valid
## 869 6.297748e-03 Valid
## 870 6.175502e-02 Valid
## 871 -7.471010e-03 Valid
## 872 5.797161e-02 Valid
## 873 1.128250e-01 Valid
## 874 -1.382854e-01 Valid
## 875 5.408522e-02 Outlier
## 876 -6.411737e-02 Outlier
## 877 5.650857e-02 Outlier
## 878 8.311033e-02 Outlier
## 879 -1.387371e-01 Outlier
## 880 1.854580e-01 Outlier
## 881 -6.643676e-02 Outlier
## 882 1.630155e-02 Outlier
## 883 -2.827356e-02 Outlier
## 884 -2.816222e-04 Outlier
## 885 5.002949e-02 Outlier
## 886 8.221995e-03 Outlier
## 887 -5.012482e-02 Outlier
## 888 2.711852e-02 Outlier
## 889 7.925500e-02 Outlier
## 890 -4.500560e-02 Outlier
## 891 1.930202e-02 Outlier
## 892 3.758637e-02 Outlier
## 893 2.243064e-02 Outlier
## 894 -3.760295e-02 Outlier
## 895 1.144496e-01 Outlier
## 896 -7.708542e-02 Valid
## 897 1.550752e-01 Valid
## 898 8.176082e-03 Valid
## 899 6.826870e-02 Valid
## 900 9.971912e-02 Valid
## 901 -1.081313e-01 Valid
## 902 6.833471e-02 Valid
## 903 -7.885590e-02 Valid
## 904 7.381446e-03 Valid
## 905 -1.084024e-01 Valid
## 906 -9.120872e-03 Valid
## 907 -1.026062e-01 Valid
## 908 8.282774e-02 Valid
## 909 -4.927931e-03 Valid
## 910 -1.765050e-01 Valid
## 911 6.592486e-03 Outlier
## 912 -7.437716e-03 Outlier
## 913 -1.996437e-02 Outlier
## 914 -1.236675e-02 Outlier
## 915 -9.463211e-03 Outlier
## 916 6.734676e-02 Outlier
## 917 -1.348566e-01 Outlier
## 918 1.576988e-01 Outlier
## 919 2.265599e-03 Outlier
## 920 9.238911e-02 Valid
## 921 -4.115099e-02 Valid
## 922 -6.935523e-02 Valid
## 923 1.002507e-01 Valid
## 924 1.412668e-01 Valid
## 925 -1.063703e-01 Valid
## 926 2.085637e-02 Valid
## 927 1.390098e-01 Valid
## 928 4.607162e-02 Valid
## 929 -5.428806e-02 Valid
## 930 5.819880e-02 Valid
## 931 2.546055e-02 Valid
## 932 5.445819e-03 Valid
## 933 8.000192e-03 Outlier
## 934 2.773221e-02 Outlier
## 935 -2.960455e-02 Outlier
## 936 8.118015e-02 Outlier
## 937 -1.379983e-02 Outlier
## 938 -1.801326e-01 Outlier
## 939 1.014268e-01 Outlier
## 940 2.887362e-02 Outlier
## 941 -4.049643e-02 Outlier
## 942 -5.906365e-02 Outlier
## 943 -1.298790e-02 Outlier
## 944 4.273502e-02 Outlier
## 945 3.152751e-02 Outlier
## 946 -1.212264e-02 Outlier
## 947 -3.765490e-02 Outlier
## 948 2.961587e-02 Outlier
## 949 -8.266131e-02 Outlier
## 950 7.620982e-02 Outlier
## 951 -3.220416e-02 Outlier
## 952 5.202311e-02 Outlier
## 953 -6.127670e-02 Outlier
## 954 -1.467581e-02 Outlier
## 955 6.502715e-02 Outlier
## 956 4.177231e-03 Outlier
## 957 5.002566e-02 Outlier
## 958 8.897330e-03 Outlier
## 959 1.084057e-02 Outlier
## 960 3.244495e-02 Valid
## 961 -8.205018e-02 Valid
## 962 -5.727425e-02 Valid
## 963 1.107022e-01 Valid
## 964 1.466664e-01 Valid
## 965 4.786730e-02 Valid
## 966 -1.064379e-01 Valid
## 967 1.192885e-01 Valid
## 968 -2.454204e-02 Valid
## 969 7.230666e-02 Valid
## 970 6.758520e-02 Valid
## 971 -5.245847e-02 Valid
## 972 -3.169849e-02 Valid
## 973 7.785821e-02 Valid
## 974 1.480580e-01 Outlier
## 975 -7.769435e-02 Outlier
## 976 1.312494e-02 Outlier
## 977 -1.323375e-02 Outlier
## 978 2.971079e-02 Outlier
## 979 4.830211e-02 Outlier
## 980 5.525617e-02 Outlier
## 981 9.694178e-02 Outlier
## 982 -3.537669e-02 Valid
## 983 1.056938e-02 Valid
## 984 -1.088408e-01 Valid
## 985 3.231691e-02 Valid
## 986 -8.958002e-04 Valid
## 987 -9.078277e-02 Valid
## 988 3.374298e-02 Valid
## 989 -5.220716e-02 Valid
## 990 -1.056642e-01 Valid
## 991 8.814843e-02 Outlier
## 992 5.215625e-03 Outlier
## 993 -1.647121e-01 Outlier
## 994 6.808307e-02 Outlier
## 995 -6.627726e-02 Outlier
## 996 -4.785962e-02 Outlier
## 997 5.389910e-02 Outlier
## 998 -4.514258e-02 Outlier
## 999 -7.007626e-02 Outlier
## 1000 1.393298e-02 Outlier
## 1001 -3.625510e-03 Outlier
## 1002 -6.160182e-02 Outlier
## 1003 -2.697948e-02 Outlier
## 1004 -3.658832e-02 Outlier
## 1005 -1.639794e-01 Outlier
## 1006 7.880343e-02 Outlier
## 1007 1.425618e-02 Outlier
## 1008 2.666113e-02 Outlier
## 1009 -5.722339e-02 Outlier
## 1010 -2.645412e-02 Outlier
## 1011 7.467781e-03 Outlier
## 1012 5.808365e-03 Outlier
## 1013 5.187952e-02 Outlier
## 1014 5.692504e-02 Outlier
## 1015 5.057059e-04 Valid
## 1016 9.601141e-02 Valid
## 1017 1.438220e-01 Valid
## 1018 -1.020089e-01 Valid
## 1019 -2.490762e-02 Valid
## 1020 5.593979e-02 Valid
## 1021 -5.347987e-02 Valid
## 1022 6.345112e-02 Valid
## 1023 -4.355737e-02 Valid
## 1024 6.601024e-02 Valid
## 1025 3.308837e-02 Valid
## 1026 -1.272047e-01 Valid
## 1027 1.269166e-01 Valid
## 1028 -2.062302e-02 Outlier
## 1029 1.499913e-02 Outlier
## 1030 -1.187731e-01 Outlier
## 1031 -1.051414e-01 Outlier
## 1032 2.640922e-02 Outlier
## 1033 -1.416211e-01 Outlier
## 1034 -3.751496e-02 Outlier
## 1035 7.789879e-02 Outlier
## 1036 -3.771513e-02 Outlier
## 1037 1.856853e-02 Outlier
## 1038 1.897133e-02 Outlier
## 1039 4.772249e-02 Outlier
## 1040 -4.253229e-04 Outlier
## 1041 -1.934039e-01 Outlier
## 1042 9.333139e-02 Outlier
## 1043 -9.674654e-02 Valid
## 1044 -5.875695e-02 Valid
## 1045 -1.228064e-01 Valid
## 1046 -1.944830e-01 Valid
## 1047 1.153645e-01 Valid
## 1048 3.930620e-02 Valid
## 1049 -2.574714e-02 Outlier
## 1050 -2.779622e-02 Outlier
## 1051 3.453612e-02 Outlier
## 1052 1.307687e-01 Outlier
## 1053 -5.530201e-02 Outlier
## 1054 8.580340e-02 Outlier
## 1055 -5.175892e-02 Outlier
## 1056 6.675492e-02 Outlier
## 1057 1.039656e-02 Outlier
## 1058 7.076741e-02 Outlier
## 1059 4.247449e-02 Outlier
## 1060 -6.126538e-02 Outlier
## 1061 -2.106990e-03 Outlier
## 1062 2.382559e-02 Outlier
## 1063 -4.218571e-02 Outlier
## 1064 -2.714096e-02 Outlier
## 1065 2.988976e-02 Outlier
## 1066 -5.105351e-02 Outlier
## 1067 5.809973e-02 Outlier
## 1068 -1.098285e-01 Outlier
## 1069 -8.447671e-03 Outlier
## 1070 1.377701e-01 Valid
## 1071 -2.115701e-02 Valid
## 1072 -7.078285e-02 Valid
## 1073 7.051681e-02 Valid
## 1074 -1.338323e-01 Valid
## 1075 1.738973e-02 Valid
## 1076 8.194741e-03 Valid
## 1077 -3.858027e-02 Valid
## 1078 1.675052e-02 Valid
## 1079 3.854839e-02 Valid
## 1080 -1.094323e-01 Valid
## 1081 4.971181e-04 Valid
## 1082 1.187647e-01 Valid
## 1083 -6.072062e-02 Valid
## 1084 4.532599e-02 Valid
## 1085 1.063123e-01 Valid
## 1086 -1.349528e-01 Valid
## 1087 1.157702e-01 Valid
## 1088 5.365574e-02 Outlier
## 1089 -1.657095e-02 Outlier
## 1090 1.296685e-01 Outlier
## 1091 -7.626018e-02 Outlier
## 1092 -6.836032e-02 Outlier
## 1093 -1.221732e-01 Outlier
## 1094 3.564991e-02 Outlier
## 1095 -1.149551e-01 Outlier
## 1096 3.283854e-02 Outlier
## 1097 9.257837e-02 Outlier
## 1098 -6.220601e-02 Outlier
## 1099 -4.935097e-02 Outlier
## 1100 8.729573e-03 Outlier
## 1101 1.508127e-01 Outlier
## 1102 -1.071838e-01 Outlier
## 1103 5.301781e-02 Outlier
## 1104 3.208767e-02 Outlier
## 1105 1.986234e-01 Valid
## 1106 2.355852e-02 Outlier
## 1107 9.630751e-02 Outlier
## 1108 5.531901e-02 Outlier
## 1109 1.024541e-01 Outlier
## 1110 -9.365904e-02 Outlier
## 1111 -4.650460e-02 Outlier
## 1112 -1.580837e-03 Outlier
## 1113 5.813157e-02 Outlier
## 1114 -5.196435e-03 Outlier
## 1115 -8.006698e-03 Outlier
## 1116 -5.127035e-03 Outlier
## 1117 -3.156494e-02 Outlier
## 1118 8.660708e-02 Outlier
## 1119 1.376727e-02 Outlier
## 1120 -1.488479e-02 Outlier
## 1121 4.206327e-03 Outlier
## 1122 -2.782286e-02 Outlier
## 1123 6.399480e-02 Outlier
## 1124 -9.948422e-03 Outlier
## 1125 -1.411713e-02 Outlier
## 1126 2.619390e-02 Outlier
## 1127 2.241363e-02 Outlier
## 1128 -5.344903e-02 Outlier
## 1129 -6.614033e-03 Outlier
## 1130 1.921109e-02 Outlier
## 1131 -5.751819e-02 Outlier
## 1132 5.700544e-02 Outlier
## 1133 -3.891150e-02 Outlier
## 1134 7.444755e-02 Outlier
## 1135 1.506117e-01 Valid
## 1136 1.402552e-02 Valid
## 1137 6.083153e-02 Valid
## 1138 3.313249e-03 Valid
## 1139 -5.781990e-02 Valid
## 1140 -2.683103e-02 Valid
## 1141 1.462590e-01 Valid
## 1142 4.603854e-03 Valid
## 1143 3.760201e-02 Valid
## 1144 -1.279076e-01 Valid
## 1145 1.551532e-01 Valid
## 1146 9.932821e-02 Valid
## 1147 -1.494775e-01 Valid
## 1148 2.523312e-02 Valid
## 1149 -7.518272e-02 Valid
## 1150 -4.535677e-02 Outlier
## 1151 3.639110e-02 Outlier
## 1152 4.257550e-03 Outlier
## 1153 -1.966740e-02 Outlier
## 1154 6.181933e-02 Outlier
## 1155 2.738772e-02 Outlier
## 1156 4.162644e-02 Outlier
## 1157 -1.282606e-01 Outlier
## 1158 -6.891859e-02 Outlier
## 1159 -8.543780e-02 Outlier
## 1160 3.524955e-02 Outlier
## 1161 8.675400e-02 Outlier
## 1162 -1.453715e-03 Outlier
## 1163 1.426776e-02 Outlier
## 1164 9.543338e-02 Outlier
## 1165 -1.510605e-03 Outlier
## 1166 4.578493e-04 Outlier
## 1167 8.242805e-04 Outlier
## 1168 -6.606308e-02 Outlier
## 1169 -5.662661e-02 Outlier
## 1170 3.767288e-02 Outlier
## 1171 -1.402193e-02 Outlier
## 1172 -2.611234e-02 Outlier
## 1173 3.349519e-02 Outlier
## 1174 9.759431e-02 Outlier
## 1175 -3.330669e-02 Outlier
## 1176 -6.646777e-02 Outlier
## 1177 -1.099687e-02 Outlier
## 1178 4.512675e-02 Outlier
## 1179 -1.329236e-01 Outlier
## 1180 2.103924e-01 Outlier
## 1181 -1.345675e-01 Outlier
## 1182 1.737828e-01 Outlier
## 1183 -1.107548e-02 Outlier
## 1184 1.840979e-02 Outlier
## 1185 -7.630721e-02 Outlier
## 1186 -2.875524e-02 Outlier
## 1187 7.704707e-02 Outlier
## 1188 -1.498810e-01 Outlier
## 1189 1.578480e-01 Outlier
## 1190 4.001730e-02 Outlier
## 1191 -4.969019e-02 Outlier
## 1192 -6.515999e-02 Outlier
## 1193 -1.060820e-01 Valid
## 1194 7.589692e-03 Valid
## 1195 -6.518426e-02 Valid
## 1196 1.514853e-01 Valid
## 1197 -9.490640e-02 Valid
## 1198 1.108236e-01 Valid
## 1199 2.246267e-01 Valid
## 1200 -5.141454e-03 Valid
## 1201 2.083266e-02 Valid
## 1202 -6.600727e-02 Valid
## 1203 -2.020528e-02 Valid
## 1204 4.129378e-02 Valid
## 1205 6.788011e-02 Valid
## 1206 5.041733e-03 Valid
## 1207 -8.446909e-02 Valid
## 1208 1.127666e-01 Valid
## 1209 -1.237255e-01 Outlier
## 1210 4.285819e-02 Outlier
## 1211 -1.127374e-01 Outlier
## 1212 1.068041e-01 Outlier
## 1213 9.117443e-02 Outlier
## 1214 8.716494e-02 Outlier
## 1215 -3.082966e-02 Outlier
## 1216 -1.351919e-01 Outlier
## 1217 1.532598e-01 Outlier
## 1218 -1.244820e-01 Outlier
## 1219 -3.987658e-03 Outlier
## 1220 6.138300e-03 Outlier
## 1221 5.746074e-02 Outlier
## 1222 -8.863891e-02 Outlier
## 1223 8.567257e-02 Outlier
## 1224 1.755727e-02 Outlier
## 1225 8.565676e-02 Outlier
## 1226 -1.721230e-01 Outlier
## 1227 -4.019485e-03 Outlier
## 1228 -5.060730e-03 Outlier
## 1229 -1.077491e-01 Outlier
## 1230 1.857150e-02 Outlier
## 1231 -4.817973e-02 Outlier
## 1232 5.378620e-03 Outlier
## 1233 7.382203e-02 Outlier
## 1234 -3.268517e-01 Outlier
## 1235 2.357213e-01 Valid
## 1236 1.086393e-02 Outlier
## 1237 1.027958e-02 Outlier
## 1238 3.070022e-02 Outlier
## 1239 3.576587e-02 Outlier
## 1240 -7.097662e-02 Outlier
## 1241 -1.538228e-01 Outlier
## 1242 1.334256e-01 Outlier
## 1243 4.193508e-04 Outlier
## 1244 4.717934e-02 Valid
## 1245 -1.041952e-02 Valid
## 1246 -6.126880e-02 Valid
## 1247 8.061861e-04 Valid
## 1248 -7.731592e-02 Valid
## 1249 2.311475e-01 Valid
## 1250 -2.653774e-02 Valid
## 1251 7.923600e-03 Valid
## 1252 -8.097852e-02 Valid
## 1253 2.275205e-02 Valid
## 1254 -1.210996e-02 Valid
## 1255 9.000281e-02 Valid
## 1256 3.441718e-02 Valid
## 1257 -8.032168e-02 Valid
## 1258 2.409049e-02 Valid
## 1259 9.079685e-02 Valid
## 1260 3.324217e-02 Valid
## 1261 -8.468540e-02 Valid
## 1262 1.139112e-01 Valid
## 1263 -4.868032e-02 Outlier
## 1264 1.374127e-02 Outlier
## 1265 -3.077159e-03 Outlier
## 1266 -6.594912e-02 Outlier
## 1267 3.901746e-02 Outlier
## 1268 -4.897747e-02 Outlier
## 1269 2.138902e-02 Outlier
## 1270 7.421592e-02 Outlier
## 1271 -1.764172e-01 Outlier
## 1272 8.519776e-02 Outlier
## 1273 3.043543e-02 Outlier
## 1274 5.543656e-04 Outlier
## 1275 -2.450663e-03 Outlier
## 1276 2.087411e-02 Outlier
## 1277 1.050871e-01 Outlier
## 1278 -7.495135e-02 Outlier
## 1279 -2.834875e-02 Outlier
## 1280 -7.112776e-02 Valid
## 1281 3.263271e-03 Outlier
## 1282 2.070057e-02 Outlier
## 1283 2.783041e-02 Outlier
## 1284 2.244052e-02 Outlier
## 1285 9.380821e-02 Outlier
## 1286 5.704738e-02 Outlier
## 1287 -2.342447e-02 Valid
## 1288 -1.941375e-01 Valid
## 1289 -5.379989e-02 Valid
## 1290 1.930711e-01 Outlier
## 1291 -1.363391e-01 Outlier
## 1292 2.208628e-02 Outlier
## 1293 6.907375e-02 Outlier
## 1294 -4.273952e-02 Outlier
## 1295 9.552152e-02 Outlier
## 1296 9.868675e-02 Outlier
## 1297 4.399004e-02 Outlier
## 1298 3.531114e-02 Outlier
## 1299 1.311502e-01 Outlier
## 1300 -1.462822e-01 Valid
## 1301 1.005003e-01 Valid
## 1302 -4.051175e-02 Valid
## 1303 1.327128e-02 Valid
## 1304 -2.881551e-02 Valid
## 1305 -1.286663e-02 Valid
## 1306 -4.318030e-03 Valid
## 1307 -2.578406e-02 Valid
## 1308 7.480375e-02 Valid
## 1309 1.439866e-01 Valid
## 1310 1.424909e-01 Valid
## 1311 -2.438092e-02 Valid
## 1312 -9.446097e-02 Valid
## 1313 1.543333e-01 Valid
## 1314 -5.465459e-02 Valid
## 1315 -1.233779e-01 Valid
## 1316 8.504756e-02 Valid
## 1317 -7.692300e-03 Valid
## 1318 -3.733599e-03 Valid
## 1319 -2.909125e-02 Valid
## 1320 6.549425e-02 Valid
## 1321 8.412627e-02 Valid
## 1322 -4.666626e-02 Valid
## 1323 1.743642e-03 Valid
## 1324 -8.925737e-02 Valid
## 1325 1.183830e-01 Outlier
## 1326 -5.145966e-02 Outlier
## 1327 2.933733e-02 Outlier
## 1328 7.807417e-03 Outlier
## 1329 -5.015947e-02 Outlier
## 1330 -2.354641e-02 Outlier
## 1331 -2.193137e-02 Outlier
## 1332 -9.341889e-02 Outlier
## 1333 9.873144e-03 Outlier
## 1334 3.545672e-03 Outlier
## 1335 4.541726e-03 Outlier
## 1336 2.174564e-02 Outlier
## 1337 -6.104235e-03 Outlier
## 1338 -3.087096e-04 Outlier
## 1339 6.892788e-02 Outlier
## 1340 6.321699e-02 Valid
## 1341 4.659005e-02 Valid
## 1342 -7.753638e-02 Valid
## 1343 -5.178059e-02 Valid
## 1344 4.904749e-02 Valid
## 1345 9.002218e-02 Valid
## 1346 -9.689434e-03 Outlier
## 1347 -1.778324e-02 Outlier
## 1348 1.061096e-01 Outlier
## 1349 3.279076e-02 Outlier
## 1350 3.082682e-02 Valid
## 1351 8.874270e-02 Valid
## 1352 -1.008616e-01 Valid
## 1353 -2.392095e-02 Valid
## 1354 -1.674538e-01 Valid
## 1355 5.970300e-02 Outlier
## 1356 -2.567549e-04 Outlier
## 1357 2.367107e-02 Outlier
## 1358 1.398375e-01 Outlier
## 1359 1.172042e-01 Outlier
## 1360 -4.973443e-02 Outlier
## 1361 1.236703e-01 Valid
## 1362 -6.760267e-02 Valid
## 1363 4.636435e-02 Valid
## 1364 -3.075800e-02 Valid
## 1365 -1.150905e-01 Valid
## 1366 1.393945e-01 Valid
## 1367 -9.754868e-02 Valid
## 1368 -2.964437e-02 Valid
## 1369 6.056604e-02 Valid
## 1370 -9.267102e-02 Valid
## 1371 -8.629107e-02 Valid
## 1372 3.571504e-03 Valid
## 1373 -1.358247e-01 Valid
## 1374 1.183922e-01 Valid
## 1375 -5.591980e-02 Valid
## 1376 -4.942870e-02 Valid
## 1377 1.396753e-02 Valid
## 1378 7.707008e-02 Valid
## 1379 -4.961896e-02 Valid
## 1380 -3.160392e-02 Valid
## 1381 2.848978e-02 Outlier
## 1382 3.128155e-04 Outlier
## 1383 -9.528926e-02 Outlier
## 1384 1.818698e-02 Outlier
## 1385 -3.203186e-02 Outlier
## 1386 1.067390e-01 Outlier
## 1387 4.024590e-04 Outlier
## 1388 -1.062806e-03 Outlier
## 1389 -6.187461e-02 Outlier
## 1390 6.165865e-03 Outlier
## 1391 1.174157e-02 Outlier
## 1392 6.327590e-02 Outlier
## 1393 -2.003634e-01 Outlier
## 1394 4.754233e-02 Outlier
## 1395 -3.330826e-02 Outlier
## 1396 -3.083690e-02 Outlier
## 1397 2.179887e-02 Outlier
## 1398 -4.117912e-02 Outlier
## 1399 -1.629739e-02 Valid
## 1400 2.606479e-02 Valid
## 1401 5.220218e-02 Valid
## 1402 -2.690176e-02 Valid
## 1403 -5.940514e-02 Valid
## 1404 2.121131e-02 Valid
## 1405 6.935882e-02 Valid
## 1406 -4.015040e-02 Valid
## 1407 -8.504660e-02 Valid
## 1408 2.566107e-02 Valid
## 1409 6.082840e-02 Valid
## 1410 4.402344e-02 Valid
## 1411 4.221442e-02 Valid
## 1412 -1.223561e-01 Valid
## 1413 1.018570e-01 Valid
## 1414 -4.136706e-02 Valid
## 1415 -6.050287e-02 Outlier
## 1416 -1.201904e-01 Outlier
## 1417 -2.769196e-02 Outlier
## 1418 1.255098e-01 Outlier
## 1419 -9.337119e-04 Valid
## 1420 -2.918724e-02 Valid
## 1421 -4.473021e-02 Valid
## 1422 1.877255e-02 Valid
## 1423 -2.901565e-02 Valid
## 1424 -1.062917e-02 Valid
## 1425 3.456250e-02 Valid
## 1426 -1.759313e-01 Valid
## 1427 2.308962e-01 Valid
## 1428 -1.477416e-01 Valid
## 1429 1.395120e-01 Valid
## 1430 5.826998e-02 Valid
## 1431 5.841883e-02 Valid
## 1432 -5.496363e-02 Valid
## 1433 8.696980e-02 Valid
## 1434 -2.052476e-04 Valid
## 1435 -2.493765e-02 Valid
## 1436 4.386091e-03 Valid
## 1437 -7.247063e-02 Valid
## 1438 1.145320e-01 Valid
## 1439 -1.886083e-01 Valid
## 1440 1.786194e-01 Valid
## 1441 9.908881e-03 Outlier
## 1442 -9.244275e-02 Outlier
## 1443 7.581576e-02 Outlier
## 1444 8.792352e-02 Valid
## 1445 -7.416411e-03 Valid
## 1446 -4.140634e-02 Outlier
## 1447 -5.415271e-02 Outlier
## 1448 1.543395e-01 Outlier
## 1449 -8.756925e-02 Outlier
## 1450 -5.888433e-03 Outlier
## 1451 -4.087800e-02 Outlier
## 1452 2.792121e-02 Outlier
## 1453 4.361187e-02 Outlier
## 1454 -5.698289e-02 Outlier
## 1455 -1.619460e-02 Outlier
## 1456 -1.147240e-01 Outlier
## 1457 2.028019e-01 Outlier
## 1458 -2.341449e-01 Outlier
## 1459 6.254924e-02 Outlier
## 1460 -7.521584e-02 Outlier
## 1461 1.103580e-01 Outlier
## 1462 -3.640446e-02 Valid
## 1463 1.475399e-02 Valid
## 1464 6.942066e-02 Valid
## 1465 -7.807535e-02 Valid
## 1466 1.361870e-01 Valid
## 1467 -6.124005e-02 Valid
## 1468 -7.168203e-02 Valid
## 1469 1.216080e-01 Valid
## 1470 -1.575158e-02 Valid
## 1471 3.388016e-02 Valid
## 1472 1.451757e-02 Valid
## 1473 -6.694208e-03 Valid
## 1474 -6.595665e-02 Valid
## 1475 -4.486843e-02 Valid
## 1476 8.607084e-02 Outlier
## 1477 8.052143e-02 Outlier
## 1478 -2.511525e-01 Outlier
## 1479 -4.566354e-02 Outlier
## 1480 9.912664e-02 Outlier
## 1481 1.126744e-02 Valid
## 1482 -8.901448e-02 Valid
## 1483 -1.163836e-02 Valid
## 1484 -2.328752e-02 Valid
## 1485 -2.475263e-02 Valid
## 1486 4.336103e-02 Valid
## 1487 -9.352755e-03 Valid
## 1488 2.037001e-01 Valid
## 1489 -2.731869e-01 Valid
## 1490 -1.449727e-01 Valid
## 1491 8.208241e-02 Valid
## 1492 -1.728033e-02 Valid
## 1493 1.463249e-03 Valid
## 1494 1.368308e-01 Valid
## 1495 -1.435141e-01 Valid
## 1496 9.696122e-02 Valid
## 1497 -1.625495e-02 Valid
## 1498 9.242716e-02 Valid
## 1499 -3.435987e-02 Outlier
## 1500 1.824364e-01 Outlier
## 1501 -1.507622e-01 Outlier
## 1502 4.283380e-02 Outlier
## 1503 8.331246e-02 Outlier
## 1504 -1.086996e-01 Outlier
## 1505 -8.517743e-03 Outlier
## 1506 9.595519e-02 Outlier
## 1507 -7.875100e-03 Valid
## 1508 -3.001946e-02 Valid
## 1509 5.595876e-02 Outlier
## 1510 -1.548682e-01 Outlier
## 1511 1.064685e-01 Outlier
## 1512 5.747209e-02 Outlier
## 1513 -1.465624e-01 Outlier
## 1514 8.562705e-03 Outlier
## 1515 4.729288e-02 Outlier
## 1516 -1.906430e-02 Outlier
## 1517 -1.187578e-01 Outlier
## 1518 -2.239637e-02 Outlier
## 1519 -1.717861e-01 Outlier
## 1520 2.849978e-02 Outlier
## 1521 -6.273930e-02 Outlier
## 1522 2.167068e-02 Outlier
## 1523 -7.065631e-02 Outlier
## 1524 -1.099135e-01 Valid
## 1525 -1.488602e-01 Valid
## 1526 8.206464e-02 Valid
## 1527 -4.899880e-02 Valid
## 1528 3.709331e-02 Valid
## 1529 -5.956177e-02 Valid
## 1530 -5.892341e-03 Valid
## 1531 -9.276926e-02 Valid
## 1532 -6.904439e-02 Valid
## 1533 2.367558e-02 Valid
## 1534 -2.115291e-03 Valid
## 1535 7.325115e-02 Valid
## 1536 -1.822679e-02 Valid
## 1537 -5.193584e-02 Valid
## 1538 -2.381675e-02 Valid
## 1539 -7.911772e-03 Valid
## 1540 4.284578e-02 Valid
## 1541 1.548881e-02 Valid
## 1542 -1.196474e-02 Valid
## 1543 -1.269586e-02 Valid
## 1544 6.957590e-02 Valid
## 1545 2.989996e-02 Valid
## 1546 -1.934210e-02 Valid
## 1547 4.009379e-02 Valid
## 1548 -9.288398e-02 Valid
## 1549 -1.706261e-01 Valid
## 1550 7.463348e-02 Valid
## 1551 3.332030e-03 Valid
## 1552 1.927302e-04 Valid
## 1553 -1.611315e-01 Valid
## 1554 -1.453862e-01 Valid
## 1555 -6.766431e-02 Valid
## 1556 -1.456500e-01 Valid
## 1557 1.466084e-01 Valid
## 1558 -1.529879e-01 Outlier
## 1559 -3.399011e-02 Outlier
## 1560 -1.572318e-01 Outlier
## 1561 -1.017690e-01 Outlier
## 1562 2.162702e-02 Outlier
## 1563 -7.184369e-02 Outlier
## 1564 -2.851574e-02 Outlier
## 1565 1.191006e-01 Valid
## 1566 -1.252396e-01 Valid
## 1567 1.158138e-01 Valid
## 1568 -2.127951e-02 Outlier
## 1569 -4.926834e-02 Outlier
## 1570 1.168454e-01 Outlier
## 1571 -3.262550e-02 Outlier
## 1572 1.581798e-01 Outlier
## 1573 2.482194e-01 Outlier
## 1574 9.672435e-03 Outlier
## 1575 -9.130564e-02 Outlier
## 1576 2.845836e-02 Outlier
## 1577 -5.204840e-03 Outlier
## 1578 1.350932e-01 Outlier
## 1579 -2.631598e-02 Outlier
## 1580 3.468493e-02 Outlier
## 1581 -1.069331e-01 Outlier
## 1582 -8.825912e-02 Outlier
## 1583 -1.953246e-01 Valid
## 1584 -5.023329e-02 Valid
## 1585 1.136950e-01 Valid
## 1586 -1.332432e-01 Valid
## 1587 -3.353019e-02 Valid
## 1588 6.819799e-02 Valid
## 1589 -1.016706e-01 Valid
## 1590 6.038759e-02 Valid
## 1591 -5.372224e-02 Valid
## 1592 2.623642e-02 Valid
## 1593 -7.056489e-02 Valid
## 1594 8.118539e-02 Valid
## 1595 -1.524032e-01 Valid
## 1596 -5.895261e-02 Valid
## 1597 1.012960e-01 Valid
## 1598 -2.042419e-02 Valid
## 1599 1.678735e-02 Valid
## 1600 4.602381e-02 Valid
## 1601 1.277119e-02 Valid
## 1602 9.824501e-02 Valid
## 1603 -8.894980e-02 Valid
## 1604 2.541345e-03 Valid
## 1605 8.133667e-03 Valid
## 1606 -3.954707e-02 Valid
## 1607 9.815100e-02 Valid
## 1608 -1.290143e-05 Valid
## 1609 6.481076e-02 Valid
## 1610 3.784711e-02 Valid
## 1611 2.286140e-02 Valid
## 1612 -4.211402e-02 Valid
## 1613 -2.223729e-01 Valid
## 1614 -1.496452e-01 Valid
## 1615 9.191617e-02 Valid
## 1616 4.552005e-02 Outlier
## 1617 2.036847e-01 Outlier
## 1618 -1.398348e-01 Outlier
## 1619 -6.084468e-02 Outlier
## 1620 3.372486e-02 Outlier
## 1621 -1.422220e-01 Outlier
## 1622 8.350531e-02 Valid
## 1623 -1.215098e-02 Outlier
## 1624 -1.133048e-01 Outlier
## 1625 -2.252672e-02 Outlier
## 1626 -2.166607e-01 Outlier
## 1627 3.512529e-01 Outlier
## 1628 7.983916e-02 Outlier
## 1629 -7.352416e-02 Outlier
## 1630 1.682665e-02 Outlier
## 1631 3.237989e-02 Outlier
## 1632 -1.589545e-01 Outlier
## 1633 1.624643e-01 Outlier
## 1634 -7.146959e-02 Outlier
## 1635 -1.914351e-01 Outlier
## 1636 -7.444154e-02 Outlier
## 1637 -1.460086e-01 Valid
## 1638 -2.122758e-02 Valid
## 1639 -8.004738e-02 Valid
## 1640 -1.257290e-01 Valid
## 1641 -1.536035e-01 Valid
## 1642 1.232647e-01 Valid
## 1643 -2.662507e-02 Valid
## 1644 -8.026457e-03 Valid
## 1645 3.963125e-02 Valid
## 1646 -3.032392e-02 Valid
## 1647 1.595367e-02 Valid
## 1648 1.109461e-02 Valid
## 1649 -1.184943e-02 Valid
## 1650 4.008906e-02 Valid
## 1651 3.752143e-02 Valid
## 1652 -3.447779e-03 Valid
## 1653 6.922884e-02 Valid
## 1654 -2.880277e-02 Valid
## 1655 -2.543927e-02 Valid
## 1656 -1.089040e-01 Valid
## 1657 9.110507e-02 Valid
## 1658 2.941667e-02 Valid
## 1659 -1.678540e-02 Valid
## 1660 -2.596857e-03 Valid
## 1661 -1.662246e-02 Valid
## 1662 3.220096e-02 Valid
## 1663 -4.844745e-02 Valid
## 1664 -2.815313e-02 Valid
## 1665 7.883949e-02 Valid
## 1666 -2.923491e-02 Valid
## 1667 -1.920814e-02 Valid
## 1668 2.342773e-03 Valid
## 1669 8.118096e-02 Valid
## 1670 -3.343758e-02 Valid
## 1671 8.418274e-02 Valid
## 1672 -9.478731e-03 Valid
## 1673 1.247667e-01 Valid
## 1674 1.927787e-01 Valid
## 1675 -1.558541e-01 Valid
## 1676 -2.657116e-02 Outlier
## 1677 -2.876774e-02 Outlier
## 1678 1.836061e-01 Outlier
## 1679 -7.367694e-02 Outlier
## 1680 4.164669e-02 Outlier
## 1681 4.156621e-02 Valid
## 1682 -3.378743e-02 Valid
## 1683 6.091048e-02 Outlier
## 1684 -2.077770e-01 Outlier
## 1685 -3.987394e-02 Outlier
## 1686 -3.197187e-02 Outlier
## 1687 4.950007e-02 Outlier
## 1688 4.503573e-02 Outlier
## 1689 -1.634408e-01 Outlier
## 1690 -1.182257e-01 Outlier
## 1691 -1.001721e-02 Outlier
## 1692 -6.716439e-02 Outlier
## 1693 -2.918600e-02 Outlier
## 1694 -5.987997e-02 Outlier
## 1695 6.908069e-02 Outlier
## 1696 -1.367840e-01 Outlier
## 1697 1.996981e-02 Outlier
## 1698 -1.484091e-02 Outlier
## 1699 3.268195e-02 Valid
## 1700 -6.363098e-02 Valid
## 1701 1.208193e-01 Valid
## 1702 4.039722e-02 Valid
## 1703 -5.292830e-03 Valid
## 1704 9.071693e-03 Valid
## 1705 -1.748407e-02 Valid
## 1706 2.157272e-02 Valid
## 1707 5.740722e-03 Valid
## 1708 8.451632e-02 Valid
## 1709 3.329430e-02 Valid
## 1710 5.639104e-02 Valid
## 1711 2.948672e-03 Valid
## 1712 4.421484e-02 Valid
## 1713 -9.206796e-02 Valid
## 1714 1.212715e-01 Valid
## 1715 7.632274e-02 Valid
## 1716 4.728987e-02 Valid
## 1717 -1.580272e-01 Valid
## 1718 -5.527090e-03 Valid
## 1719 -8.829903e-02 Valid
## 1720 -1.419480e-01 Valid
## 1721 -1.346158e-01 Valid
## 1722 4.762191e-02 Valid
## 1723 -5.644898e-02 Valid
## 1724 5.979777e-02 Valid
## 1725 -2.892347e-03 Valid
## 1726 8.071552e-02 Valid
## 1727 -1.735411e-01 Valid
## 1728 9.619959e-02 Valid
## 1729 6.507994e-02 Valid
## 1730 1.443611e-01 Valid
## 1731 -1.705427e-01 Valid
## 1732 2.998599e-02 Valid
## 1733 1.203687e-01 Valid
## 1734 -5.408715e-02 Outlier
## 1735 8.876771e-04 Outlier
## 1736 -1.794383e-02 Outlier
## 1737 -8.243354e-02 Outlier
## 1738 5.694184e-03 Outlier
## 1739 5.630522e-02 Outlier
## 1740 -6.822537e-02 Valid
## 1741 8.508898e-02 Outlier
## 1742 -6.202729e-03 Outlier
## 1743 5.709984e-02 Outlier
## 1744 -1.216845e-01 Outlier
## 1745 1.281891e-01 Outlier
## 1746 -6.200488e-02 Outlier
## 1747 9.139643e-02 Outlier
## 1748 -7.220361e-02 Outlier
## 1749 1.315501e-01 Outlier
## 1750 -1.260803e-01 Outlier
## 1751 -1.805706e-02 Outlier
## 1752 -9.808534e-03 Outlier
## 1753 -3.836559e-02 Outlier
## 1754 -5.440631e-02 Outlier
## 1755 5.759342e-02 Outlier
## 1756 5.162813e-02 Valid
## 1757 1.338043e-01 Valid
## 1758 -8.169848e-02 Valid
## 1759 -1.161376e-02 Valid
## 1760 4.854434e-02 Valid
## 1761 7.300076e-02 Outlier
## 1762 1.045675e-02 Outlier
## 1763 7.857922e-02 Outlier
## 1764 -1.969888e-02 Valid
## 1765 7.506847e-02 Valid
## 1766 -3.375271e-02 Valid
## 1767 -3.736096e-02 Valid
## 1768 3.453739e-02 Valid
## 1769 -6.621525e-02 Valid
## 1770 -1.199183e-01 Valid
## 1771 1.422635e-01 Valid
## 1772 -7.351069e-02 Valid
## 1773 5.598235e-02 Valid
## 1774 -1.058688e-01 Valid
## 1775 2.391221e-02 Valid
## 1776 2.960316e-02 Valid
## 1777 4.360140e-02 Valid
## 1778 -1.276966e-01 Valid
## 1779 -5.444540e-03 Valid
## 1780 2.522170e-02 Valid
## 1781 -3.491447e-02 Valid
## 1782 4.754717e-02 Valid
## 1783 9.336966e-02 Valid
## 1784 1.870404e-01 Valid
## 1785 1.478282e-01 Valid
## 1786 -1.983461e-02 Valid
## 1787 -1.193787e-02 Valid
## 1788 1.536451e-02 Valid
## 1789 5.903271e-03 Valid
## 1790 -3.560497e-02 Outlier
## 1791 -6.007321e-02 Outlier
## 1792 1.686555e-01 Outlier
## 1793 5.018371e-02 Outlier
## 1794 6.291841e-03 Outlier
## 1795 -1.478909e-01 Outlier
## 1796 5.971994e-02 Outlier
## 1797 -1.031496e-02 Outlier
## 1798 3.725129e-02 Outlier
## 1799 -2.431023e-02 Outlier
## 1800 -7.941228e-02 Outlier
## 1801 -4.057867e-02 Outlier
## 1802 3.500739e-02 Outlier
## 1803 6.093353e-02 Outlier
## 1804 4.436142e-02 Outlier
## 1805 1.182608e-02 Outlier
## 1806 1.025244e-01 Outlier
## 1807 3.038734e-02 Valid
## 1808 1.479712e-02 Valid
## 1809 9.556968e-02 Valid
## 1810 -2.238813e-03 Valid
## 1811 -1.648029e-02 Valid
## 1812 -2.545538e-02 Valid
## 1813 -1.855772e-02 Outlier
## 1814 -2.594286e-02 Outlier
## 1815 2.702016e-02 Outlier
## 1816 8.126441e-02 Outlier
## 1817 7.908274e-03 Outlier
## 1818 -9.024529e-02 Outlier
## 1819 1.019884e-01 Outlier
## 1820 -4.305868e-02 Valid
## 1821 2.481035e-02 Valid
## 1822 -2.332977e-02 Valid
## 1823 -7.124525e-03 Valid
## 1824 -1.000363e-01 Valid
## 1825 1.355379e-01 Valid
## 1826 -7.590528e-02 Valid
## 1827 1.427414e-01 Valid
## 1828 1.443301e-02 Valid
## 1829 -1.211900e-02 Valid
## 1830 4.307268e-02 Valid
## 1831 8.213140e-02 Valid
## 1832 -4.705278e-02 Valid
## 1833 8.272673e-02 Valid
## 1834 -2.876061e-02 Valid
## 1835 -3.520950e-02 Valid
## 1836 -1.213454e-01 Valid
## 1837 7.533502e-02 Valid
## 1838 -3.312005e-02 Valid
## 1839 -6.116084e-02 Valid
## 1840 6.231114e-02 Valid
## 1841 -1.659886e-02 Valid
## 1842 -9.169044e-03 Valid
## 1843 -7.222965e-03 Valid
## 1844 -3.281670e-02 Outlier
## 1845 -1.316809e-01 Outlier
## 1846 6.791498e-02 Outlier
## 1847 -1.238131e-01 Outlier
## 1848 1.385019e-01 Outlier
## 1849 -1.285581e-01 Outlier
## 1850 -1.193575e-01 Outlier
## 1851 1.169729e-01 Outlier
## 1852 -3.576534e-03 Outlier
## 1853 -1.866096e-01 Outlier
## 1854 8.128803e-02 Outlier
## 1855 -1.691325e-02 Outlier
## 1856 -2.411291e-02 Outlier
## 1857 -1.348783e-02 Outlier
## 1858 1.696410e-02 Outlier
## 1859 -8.619012e-02 Outlier
## 1860 1.104700e-02 Valid
## 1861 1.083422e-02 Valid
## 1862 1.900715e-03 Valid
## 1863 -2.121183e-02 Valid
## 1864 -8.917561e-02 Valid
## 1865 -1.264960e-01 Valid
## 1866 1.460663e-01 Outlier
## 1867 -3.313639e-02 Outlier
## 1868 9.474139e-02 Outlier
## 1869 -1.465861e-02 Outlier
## 1870 -8.254781e-03 Outlier
## 1871 3.571838e-03 Outlier
## 1872 -2.366543e-02 Outlier
## 1873 -8.343796e-02 Valid
## 1874 5.641535e-02 Valid
## 1875 9.793011e-03 Valid
## 1876 -1.241027e-02 Valid
## 1877 1.316617e-03 Valid
## 1878 6.187421e-02 Valid
## 1879 -3.949691e-02 Valid
## 1880 1.008156e-01 Valid
## 1881 -1.444067e-01 Valid
## 1882 5.314181e-02 Valid
## 1883 1.325098e-01 Valid
## 1884 -1.860589e-02 Valid
## 1885 9.258266e-03 Valid
## 1886 -1.238695e-01 Valid
## 1887 2.290693e-02 Valid
## 1888 7.333611e-02 Valid
## 1889 -1.984726e-02 Valid
## 1890 1.017081e-01 Valid
## 1891 -1.696164e-01 Valid
## 1892 2.255696e-01 Valid
## 1893 -1.935669e-02 Valid
## 1894 -6.177617e-02 Valid
## 1895 9.282426e-02 Valid
## 1896 -5.597119e-02 Valid
## 1897 7.068550e-02 Valid
## 1898 6.301119e-02 Valid
## 1899 3.092918e-02 Valid
## 1900 -1.145743e-01 Valid
## 1901 -6.734441e-02 Valid
## 1902 3.265667e-02 Outlier
## 1903 -6.311029e-02 Outlier
## 1904 -6.616325e-02 Outlier
## 1905 5.081694e-02 Outlier
## 1906 -4.652609e-02 Outlier
## 1907 1.169012e-01 Outlier
## 1908 4.762347e-02 Outlier
## 1909 -3.938611e-02 Outlier
## 1910 -4.627296e-02 Outlier
## 1911 2.515462e-02 Outlier
## 1912 -6.474826e-02 Valid
## 1913 3.774173e-02 Valid
## 1914 -5.139137e-02 Valid
## 1915 -2.565410e-01 Outlier
## 1916 8.743671e-02 Outlier
## 1917 1.080253e-01 Outlier
## 1918 -1.157865e-01 Outlier
## 1919 -2.836560e-02 Outlier
## 1920 -3.860002e-02 Outlier
## 1921 1.148285e-01 Outlier
## 1922 -1.180670e-01 Valid
## 1923 3.506343e-02 Valid
## 1924 -4.062375e-02 Valid
## 1925 -6.173371e-03 Valid
## 1926 1.708387e-02 Valid
## 1927 7.945341e-02 Valid
## 1928 -1.366242e-01 Valid
## 1929 1.091630e-01 Valid
## 1930 -2.815541e-02 Valid
## 1931 -1.019231e-01 Valid
## 1932 1.036612e-01 Valid
## 1933 5.837272e-03 Valid
## 1934 3.169459e-02 Valid
## 1935 -9.272634e-02 Valid
## 1936 1.160553e-01 Valid
## 1937 4.234508e-02 Valid
## 1938 6.741448e-02 Valid
## 1939 -1.157601e-01 Valid
## 1940 -1.245970e-02 Valid
## 1941 5.394374e-02 Valid
## 1942 -1.810018e-01 Valid
## 1943 5.457112e-02 Valid
## 1944 2.323810e-03 Valid
## 1945 -5.656458e-02 Valid
## 1946 -1.945002e-02 Valid
## 1947 2.118478e-02 Valid
## 1948 9.349461e-02 Outlier
## 1949 -1.357421e-01 Outlier
## 1950 1.204653e-01 Outlier
## 1951 -8.280654e-02 Outlier
## 1952 -1.602808e-01 Outlier
## 1953 2.284775e-01 Outlier
## 1954 -2.085478e-03 Outlier
## 1955 4.677508e-03 Outlier
## 1956 8.206472e-02 Outlier
## 1957 5.576370e-02 Outlier
## 1958 5.216499e-02 Outlier
## 1959 -5.594529e-02 Outlier
## 1960 1.101270e-01 Outlier
## 1961 -3.786848e-02 Valid
## 1962 1.107699e-01 Valid
## 1963 -7.797799e-02 Valid
## 1964 2.004598e-02 Valid
## 1965 5.256383e-02 Outlier
## 1966 -5.997455e-02 Outlier
## 1967 1.177653e-01 Outlier
## 1968 1.633400e-02 Outlier
## 1969 -3.489292e-02 Outlier
## 1970 -1.375690e-01 Outlier
## 1971 7.560656e-02 Outlier
## 1972 3.167705e-02 Outlier
## 1973 3.042854e-02 Outlier
## 1974 -9.717198e-02 Valid
## 1975 1.021774e-01 Valid
## 1976 -5.586618e-02 Valid
## 1977 6.853395e-02 Valid
## 1978 -1.394137e-02 Valid
## 1979 8.079862e-03 Valid
## 1980 -1.078059e-01 Valid
## 1981 -9.322876e-02 Valid
## 1982 7.145338e-02 Valid
## 1983 2.142039e-02 Valid
## 1984 -8.944937e-02 Valid
## 1985 8.217935e-02 Valid
## 1986 1.104529e-02 Valid
## 1987 5.980601e-02 Valid
## 1988 -5.413793e-02 Valid
## 1989 1.624465e-01 Valid
## 1990 -8.548304e-03 Valid
## 1991 -1.382657e-01 Valid
## 1992 4.571318e-02 Valid
## 1993 5.418992e-02 Valid
## 1994 1.435112e-03 Valid
## 1995 -1.309914e-01 Valid
## 1996 1.585969e-01 Valid
## 1997 -3.078075e-02 Valid
## 1998 -3.944803e-02 Valid
## 1999 5.434710e-02 Valid
## 2000 -8.056615e-02 Valid
## 2001 1.575931e-01 Outlier
## 2002 -1.304480e-01 Outlier
## 2003 4.748446e-02 Outlier
## 2004 -6.856157e-02 Outlier
## 2005 -3.812885e-03 Outlier
## 2006 6.884681e-02 Outlier
## 2007 4.845216e-02 Outlier
## 2008 1.862318e-02 Outlier
## 2009 -8.359257e-02 Valid
## 2010 -2.562855e-02 Valid
## 2011 8.164895e-02 Valid
## 2012 -7.546088e-02 Valid
## 2013 3.937718e-02 Valid
## 2014 -6.122602e-02 Valid
## 2015 -3.269200e-02 Outlier
## 2016 3.198901e-02 Outlier
## 2017 2.397963e-02 Outlier
## 2018 2.139944e-01 Outlier
## 2019 -9.631992e-04 Outlier
## 2020 -1.180534e-01 Outlier
## 2021 1.156889e-01 Valid
## 2022 4.009156e-02 Valid
## 2023 -1.296257e-01 Valid
## 2024 8.529466e-02 Valid
## 2025 -1.181333e-01 Valid
## 2026 -1.199170e-01 Valid
## 2027 3.136738e-02 Valid
## 2028 -9.304651e-02 Valid
## 2029 1.021591e-01 Valid
## 2030 3.613718e-02 Valid
## 2031 1.118818e-01 Valid
## 2032 -1.146948e-01 Valid
## 2033 1.390171e-01 Valid
## 2034 -1.072008e-01 Valid
## 2035 -3.425284e-02 Valid
## 2036 -1.244570e-01 Valid
## 2037 1.675226e-01 Valid
## 2038 -3.794587e-02 Valid
## 2039 1.054420e-01 Valid
## 2040 3.079757e-02 Valid
## 2041 -8.273233e-03 Valid
## 2042 3.746820e-02 Valid
## 2043 -4.455248e-02 Valid
## 2044 1.754609e-02 Valid
## 2045 4.826577e-02 Valid
## 2046 5.516652e-02 Valid
## 2047 -1.804776e-01 Valid
## 2048 1.660313e-02 Valid
## 2049 -1.212921e-01 Outlier
## 2050 8.980391e-02 Outlier
## 2051 -2.784770e-02 Outlier
## 2052 6.340900e-02 Outlier
## 2053 -5.654944e-02 Outlier
## 2054 1.294670e-01 Outlier
## 2055 -2.061706e-01 Outlier
## 2056 -3.956692e-02 Outlier
## 2057 9.429772e-03 Outlier
## 2058 4.508851e-02 Outlier
## 2059 -5.572202e-02 Outlier
## 2060 6.053400e-02 Valid
## 2061 -5.005257e-02 Valid
## 2062 -3.492414e-03 Valid
## 2063 -8.334305e-02 Valid
## 2064 -6.707903e-02 Valid
## 2065 -4.367538e-03 Outlier
## 2066 -1.492869e-01 Outlier
## 2067 1.250868e-02 Outlier
## 2068 -1.130749e-01 Valid
## 2069 -6.511955e-02 Valid
## 2070 6.408120e-02 Valid
## 2071 -2.473963e-03 Valid
## 2072 -7.626467e-02 Valid
## 2073 7.827947e-02 Valid
## 2074 -2.708573e-02 Valid
## 2075 -5.875030e-02 Valid
## 2076 2.037555e-02 Valid
## 2077 -5.360885e-02 Valid
## 2078 8.004411e-03 Valid
## 2079 -1.474989e-01 Valid
## 2080 1.116148e-01 Valid
## 2081 -2.165153e-02 Valid
## 2082 1.871865e-01 Valid
## 2083 4.575571e-03 Valid
## 2084 2.919387e-02 Valid
## 2085 -2.885969e-02 Valid
## 2086 7.475362e-02 Valid
## 2087 -3.767126e-02 Valid
## 2088 1.324876e-01 Valid
## 2089 5.352271e-02 Valid
## 2090 1.811398e-02 Valid
## 2091 -5.264608e-02 Valid
## 2092 1.978323e-01 Valid
## 2093 -6.047177e-02 Valid
## 2094 -1.609052e-02 Valid
## 2095 -7.897522e-02 Valid
## 2096 7.521473e-02 Outlier
## 2097 -4.145684e-02 Outlier
## 2098 3.760008e-02 Outlier
## 2099 6.147885e-02 Outlier
## 2100 -1.184726e-01 Outlier
## 2101 1.102168e-01 Outlier
## 2102 -1.122083e-01 Outlier
## 2103 -2.082851e-02 Outlier
## 2104 -1.136822e-02 Outlier
## 2105 1.884481e-04 Outlier
## 2106 -1.146113e-01 Outlier
## 2107 -1.182967e-02 Valid
## 2108 1.401079e-01 Valid
## 2109 8.390398e-02 Valid
## 2110 -4.446792e-03 Valid
## 2111 -1.429889e-01 Outlier
## 2112 1.964177e-01 Outlier
## 2113 -4.211337e-02 Outlier
## 2114 1.322447e-01 Outlier
## 2115 1.208892e-01 Outlier
## 2116 -1.285965e-01 Outlier
## 2117 1.097448e-01 Valid
## 2118 4.332304e-02 Valid
## 2119 3.037847e-03 Valid
## 2120 2.680292e-02 Valid
## 2121 -3.960828e-02 Valid
## 2122 1.003812e-02 Valid
## 2123 -1.926486e-05 Valid
## 2124 -1.223273e-01 Valid
## 2125 -1.425838e-01 Valid
## 2126 1.353038e-02 Valid
## 2127 1.332775e-01 Valid
## 2128 -1.619421e-01 Valid
## 2129 6.012449e-02 Valid
## 2130 -2.317968e-03 Valid
## 2131 -4.661715e-02 Valid
## 2132 2.739931e-02 Valid
## 2133 -4.552176e-02 Valid
## 2134 4.912179e-02 Valid
## 2135 -5.678967e-02 Valid
## 2136 -1.393995e-01 Valid
## 2137 1.423772e-01 Valid
## 2138 1.345707e-03 Valid
## 2139 -9.569524e-02 Valid
## 2140 -3.414752e-02 Valid
## 2141 1.597383e-01 Valid
## 2142 -1.782977e-01 Valid
## 2143 3.324867e-02 Valid
## 2144 6.319892e-02 Valid
## 2145 3.691811e-02 Valid
## 2146 1.563478e-02 Valid
## 2147 3.923082e-02 Outlier
## 2148 1.093234e-01 Outlier
## 2149 -8.997463e-02 Outlier
## 2150 -1.061264e-01 Valid
## 2151 1.283469e-01 Outlier
## 2152 -2.074909e-02 Outlier
## 2153 -1.127496e-01 Outlier
## 2154 1.315206e-01 Outlier
## 2155 4.874189e-02 Valid
## 2156 -8.668917e-02 Valid
## 2157 1.708897e-01 Valid
## 2158 -1.882677e-01 Valid
## 2159 9.325198e-02 Outlier
## 2160 -2.930586e-02 Outlier
## 2161 -4.667514e-02 Outlier
## 2162 -3.134668e-02 Outlier
## 2163 1.874951e-02 Outlier
## 2164 8.720759e-03 Outlier
## 2165 -4.567091e-02 Outlier
## 2166 8.658767e-02 Outlier
## 2167 -1.158194e-01 Outlier
## 2168 1.197678e-01 Outlier
## 2169 -1.171343e-01 Outlier
## 2170 1.095677e-01 Valid
## 2171 -7.198800e-02 Valid
## 2172 8.236251e-02 Valid
## 2173 -4.823297e-03 Valid
## 2174 3.502936e-02 Valid
## 2175 4.334184e-02 Valid
## 2176 -2.917459e-03 Valid
## 2177 -1.642457e-02 Valid
## 2178 1.713008e-01 Valid
## 2179 3.930452e-02 Valid
## 2180 5.925607e-02 Valid
## 2181 -1.843418e-01 Valid
## 2182 -6.775567e-02 Valid
## 2183 3.994304e-02 Valid
## 2184 -7.967465e-02 Valid
## 2185 1.397928e-01 Valid
## 2186 -1.893761e-01 Valid
## 2187 -2.282517e-01 Valid
## 2188 2.469612e-02 Valid
## 2189 -9.783285e-02 Valid
## 2190 -3.304252e-03 Valid
## 2191 6.274601e-02 Valid
## 2192 2.727323e-02 Valid
## 2193 -6.703427e-02 Valid
## 2194 1.940769e-01 Valid
## 2195 1.193752e-01 Valid
## 2196 1.103908e-01 Valid
## 2197 4.085875e-02 Outlier
## 2198 1.554482e-01 Outlier
## 2199 -9.789354e-02 Outlier
## 2200 -6.308344e-02 Outlier
## 2201 -5.991993e-02 Outlier
## 2202 2.268193e-02 Outlier
## 2203 -5.076954e-02 Valid
## 2204 4.178914e-02 Valid
## 2205 1.614162e-01 Valid
## 2206 -6.660976e-02 Valid
## 2207 2.032168e-01 Outlier
## 2208 9.468252e-02 Outlier
## 2209 1.156888e-01 Outlier
## 2210 8.029303e-02 Outlier
## 2211 -1.255774e-01 Outlier
## 2212 1.056523e-01 Outlier
## 2213 -1.377875e-01 Outlier
## 2214 9.869734e-02 Outlier
## 2215 6.925060e-02 Outlier
## 2216 2.631817e-02 Valid
## 2217 -5.524681e-02 Valid
## 2218 1.736829e-02 Valid
## 2219 -7.916062e-02 Valid
## 2220 -1.137536e-01 Valid
## 2221 -2.414209e-02 Valid
## 2222 -4.813212e-02 Valid
## 2223 -1.818406e-01 Valid
## 2224 -6.591383e-02 Valid
## 2225 -2.993036e-04 Valid
## 2226 -7.224352e-03 Valid
## 2227 -1.088411e-02 Valid
## 2228 5.699416e-02 Outlier
## 2229 -9.536441e-02 Outlier
## 2230 3.388502e-02 Outlier
## 2231 3.808886e-02 Valid
## 2232 1.777731e-01 Valid
## 2233 -7.513560e-02 Valid
## 2234 6.262169e-02 Valid
## 2235 1.951769e-01 Valid
## 2236 -4.202675e-02 Valid
## 2237 -4.231478e-02 Valid
## 2238 5.732291e-02 Valid
## 2239 -1.342538e-01 Valid
## 2240 -1.461530e-02 Valid
## 2241 6.375060e-02 Valid
## 2242 2.036584e-01 Valid
## 2243 -1.692676e-02 Valid
## 2244 -7.414455e-02 Valid
## 2245 4.076053e-02 Valid
## 2246 -2.145038e-01 Valid
## 2247 9.507335e-02 Outlier
## 2248 4.369629e-02 Outlier
## 2249 -1.190348e-01 Outlier
## 2250 -5.072802e-02 Outlier
## 2251 1.556425e-02 Outlier
## 2252 -8.602476e-02 Valid
## 2253 4.396548e-02 Valid
## 2254 -3.319507e-03 Valid
## 2255 3.597399e-03 Valid
## 2256 1.326015e-01 Valid
## 2257 -1.390427e-01 Valid
## 2258 1.342939e-01 Outlier
## 2259 -6.651008e-02 Outlier
## 2260 6.673086e-02 Outlier
## 2261 -1.274149e-01 Outlier
## 2262 1.277679e-01 Outlier
## 2263 -2.728042e-02 Outlier
## 2264 8.422118e-02 Outlier
## 2265 1.712710e-01 Valid
## 2266 -4.415442e-02 Valid
## 2267 -5.490921e-02 Valid
## 2268 1.130539e-01 Valid
## 2269 -6.698406e-02 Valid
## 2270 5.100338e-02 Valid
## 2271 1.519677e-02 Valid
## 2272 7.234731e-02 Valid
## 2273 -7.898458e-03 Valid
## 2274 3.181540e-02 Outlier
## 2275 3.218362e-02 Outlier
## 2276 1.139775e-02 Outlier
## 2277 -5.895047e-02 Outlier
## 2278 1.305445e-01 Outlier
## 2279 -7.044459e-02 Outlier
## 2280 4.764638e-02 Valid
## 2281 -1.035991e-01 Valid
## 2282 7.535375e-02 Valid
## 2283 1.351871e-02 Valid
## 2284 6.526266e-02 Valid
## 2285 1.725805e-02 Valid
## 2286 5.642914e-02 Valid
## 2287 -2.717971e-02 Valid
## 2288 5.760422e-02 Valid
## 2289 1.089405e-02 Valid
## 2290 -1.577834e-02 Valid
## 2291 5.845864e-02 Valid
## 2292 -1.154505e-01 Valid
## 2293 4.116701e-02 Valid
## 2294 -3.731376e-02 Valid
## 2295 -9.051061e-02 Valid
## 2296 4.493018e-02 Valid
## 2297 6.351689e-02 Valid
## 2298 -3.242965e-02 Valid
## 2299 -1.533283e-02 Valid
## 2300 -7.111151e-02 Valid
## 2301 -5.981559e-02 Outlier
## 2302 1.468294e-01 Outlier
## 2303 -4.771219e-02 Valid
## 2304 3.696242e-02 Valid
## 2305 4.235122e-02 Valid
## 2306 -7.311987e-02 Valid
## 2307 -1.584291e-03 Outlier
## 2308 -1.071685e-01 Outlier
## 2309 7.915935e-02 Outlier
## 2310 1.189275e-01 Outlier
## 2311 -2.496411e-02 Outlier
## 2312 8.482282e-02 Valid
## 2313 2.334675e-02 Valid
## 2314 1.360037e-01 Valid
## 2315 -1.786392e-01 Valid
## 2316 1.406630e-02 Valid
## 2317 5.369455e-02 Valid
## 2318 -3.678272e-02 Valid
## 2319 -6.278043e-02 Valid
## 2320 1.438905e-01 Valid
## 2321 -6.972295e-02 Valid
## 2322 8.022943e-03 Valid
## 2323 -3.858899e-02 Outlier
## 2324 9.822618e-02 Outlier
## 2325 -9.673189e-02 Outlier
## 2326 -3.681043e-03 Outlier
## 2327 -5.527715e-03 Outlier
## 2328 -1.877554e-02 Outlier
## 2329 1.205450e-02 Outlier
## 2330 2.354397e-02 Outlier
## 2331 -1.198248e-01 Outlier
## 2332 -1.122996e-01 Valid
## 2333 -1.279696e-02 Valid
## 2334 3.225468e-02 Valid
## 2335 7.600473e-03 Valid
## 2336 1.158894e-01 Valid
## 2337 -3.886161e-02 Valid
## 2338 1.012275e-01 Valid
## 2339 -5.139732e-03 Valid
## 2340 -8.102555e-02 Valid
## 2341 -5.357056e-02 Valid
## 2342 -1.830473e-02 Valid
## 2343 -4.864479e-02 Valid
## 2344 -4.762316e-02 Valid
## 2345 2.607510e-02 Valid
## 2346 -4.695046e-02 Valid
## 2347 -2.861823e-02 Outlier
## 2348 -3.183977e-02 Outlier
## 2349 1.568422e-01 Outlier
## 2350 9.062438e-02 Outlier
## 2351 -7.106765e-02 Outlier
## 2352 3.091604e-04 Valid
## 2353 -2.705867e-02 Valid
## 2354 1.013535e-01 Valid
## 2355 1.827326e-04 Outlier
## 2356 4.945644e-02 Outlier
## 2357 -9.329407e-02 Outlier
## 2358 1.321640e-01 Outlier
## 2359 1.604793e-01 Outlier
## 2360 -4.309447e-02 Valid
## 2361 -5.951981e-02 Valid
## 2362 -5.919938e-03 Valid
## 2363 1.073334e-01 Valid
## 2364 -1.824654e-01 Valid
## 2365 6.578505e-02 Valid
## 2366 -9.943019e-02 Valid
## 2367 3.579631e-03 Valid
## 2368 9.589832e-02 Valid
## 2369 7.807758e-02 Outlier
## 2370 -1.786918e-02 Outlier
## 2371 -6.902128e-03 Outlier
## 2372 3.810185e-02 Outlier
## 2373 -5.025331e-02 Outlier
## 2374 9.647779e-02 Outlier
## 2375 -3.705030e-02 Outlier
## 2376 1.219374e-01 Outlier
## 2377 2.015685e-02 Valid
## 2378 -1.874317e-02 Valid
## 2379 -1.811750e-02 Valid
## 2380 4.823712e-02 Valid
## 2381 -6.936771e-03 Valid
## 2382 -1.449357e-02 Valid
## 2383 1.796040e-02 Valid
## 2384 -1.560847e-02 Valid
## 2385 7.928005e-02 Valid
## 2386 -1.024780e-01 Valid
## 2387 2.478495e-02 Valid
## 2388 -6.637828e-02 Valid
## 2389 6.674479e-02 Valid
## 2390 -3.518905e-02 Valid
## 2391 -6.172013e-02 Valid
## 2392 -5.834246e-02 Valid
## 2393 3.091630e-02 Valid
## 2394 2.543530e-02 Valid
## 2395 6.754216e-02 Valid
## 2396 7.724242e-02 Outlier
## 2397 1.123761e-01 Valid
## 2398 3.151791e-02 Valid
## 2399 -5.787080e-02 Valid
## 2400 4.761145e-02 Valid
## 2401 -6.142031e-02 Valid
## 2402 1.000007e-02 Valid
## 2403 3.573079e-02 Outlier
## 2404 -1.439393e-02 Outlier
## 2405 -4.917674e-04 Outlier
## 2406 -5.684891e-02 Outlier
## 2407 -6.859307e-02 Outlier
## 2408 -3.825083e-02 Outlier
## 2409 8.768050e-02 Valid
## 2410 -1.289137e-01 Valid
## 2411 1.379639e-01 Valid
## 2412 1.985181e-02 Valid
## 2413 1.439914e-01 Valid
## 2414 9.154937e-02 Valid
## 2415 2.082507e-02 Valid
## 2416 -6.694850e-02 Valid
## 2417 2.635110e-02 Outlier
## 2418 6.859710e-02 Outlier
## 2419 -1.633772e-01 Outlier
## 2420 3.985294e-02 Outlier
## 2421 -6.390116e-02 Outlier
## 2422 4.485004e-02 Outlier
## 2423 -5.055033e-02 Outlier
## 2424 9.238360e-02 Outlier
## 2425 -3.241738e-02 Valid
## 2426 -1.048458e-02 Valid
## 2427 4.406856e-02 Valid
## 2428 5.188819e-03 Valid
## 2429 7.366213e-02 Valid
## 2430 -1.314298e-01 Valid
## 2431 5.480203e-02 Valid
## 2432 -1.638178e-01 Valid
## 2433 -7.524519e-02 Valid
## 2434 -4.115389e-02 Valid
## 2435 4.423600e-02 Valid
## 2436 1.018815e-01 Valid
## 2437 -8.530774e-02 Valid
## 2438 7.235471e-02 Valid
## 2439 -3.723711e-02 Valid
## 2440 9.083860e-03 Valid
## 2441 -1.138772e-01 Valid
## 2442 1.163765e-01 Valid
## 2443 -4.408435e-02 Outlier
## 2444 1.410469e-01 Outlier
## 2445 8.236073e-03 Valid
## 2446 1.950320e-02 Valid
## 2447 -4.539057e-02 Valid
## 2448 -2.897562e-02 Valid
## 2449 7.582365e-02 Outlier
## 2450 -1.191800e-01 Outlier
## 2451 -1.449139e-02 Outlier
## 2452 7.985555e-03 Outlier
## 2453 -1.331860e-02 Valid
## 2454 -9.023032e-02 Valid
## 2455 -9.374461e-02 Valid
## 2456 9.148333e-02 Valid
## 2457 1.496492e-02 Valid
## 2458 5.920649e-02 Valid
## 2459 2.397852e-02 Outlier
## 2460 2.948930e-02 Outlier
## 2461 -1.476815e-01 Outlier
## 2462 2.392418e-02 Outlier
## 2463 1.007835e-01 Outlier
## 2464 -2.316341e-02 Outlier
## 2465 -4.002332e-02 Outlier
## 2466 -2.677672e-02 Outlier
## 2467 -4.268483e-02 Outlier
## 2468 -6.262260e-02 Outlier
## 2469 -1.021292e-01 Valid
## 2470 1.734424e-02 Valid
## 2471 3.869728e-02 Valid
## 2472 5.796025e-02 Valid
## 2473 -3.406876e-02 Valid
## 2474 1.991507e-01 Valid
## 2475 -1.661096e-01 Valid
## 2476 1.017062e-02 Valid
## 2477 -6.886629e-02 Valid
## 2478 1.940935e-01 Valid
## 2479 -1.168459e-01 Valid
## 2480 2.295593e-02 Valid
## 2481 9.072754e-04 Valid
## 2482 -3.649753e-02 Valid
## 2483 -3.509463e-02 Valid
## 2484 1.337746e-02 Valid
## 2485 -4.605465e-02 Valid
## 2486 -1.225309e-01 Valid
## 2487 5.156031e-02 Valid
## 2488 7.805164e-02 Valid
## 2489 -2.855786e-02 Outlier
## 2490 -8.225250e-02 Outlier
## 2491 9.019764e-02 Valid
## 2492 4.627966e-02 Valid
## 2493 1.694526e-02 Valid
## 2494 2.204691e-02 Valid
## 2495 -6.761839e-02 Outlier
## 2496 1.326637e-01 Outlier
## 2497 8.952546e-02 Outlier
## 2498 2.038600e-01 Outlier
## 2499 -1.423272e-01 Outlier
## 2500 1.187890e-01 Outlier
## 2501 3.258604e-03 Outlier
## 2502 2.444303e-02 Valid
## 2503 -1.139536e-01 Valid
## 2504 6.530631e-02 Valid
## 2505 -1.876930e-02 Valid
## 2506 1.004624e-01 Valid
## 2507 -3.843457e-02 Valid
## 2508 -5.136598e-02 Valid
## 2509 -8.980267e-03 Valid
## 2510 -1.066097e-01 Valid
## 2511 4.657585e-02 Valid
## 2512 -5.957294e-02 Outlier
## 2513 8.630771e-02 Outlier
## 2514 -4.374894e-02 Outlier
## 2515 -1.102002e-01 Outlier
## 2516 3.368689e-02 Outlier
## 2517 -1.169725e-01 Outlier
## 2518 1.113532e-01 Outlier
## 2519 -6.298803e-03 Outlier
## 2520 6.279834e-02 Outlier
## 2521 -5.468373e-02 Outlier
## 2522 -1.128378e-01 Valid
## 2523 1.195548e-01 Valid
## 2524 -1.262683e-01 Valid
## 2525 1.647724e-01 Valid
## 2526 1.220152e-01 Valid
## 2527 -8.902913e-02 Valid
## 2528 -5.680173e-03 Valid
## 2529 1.096398e-02 Valid
## 2530 -1.670471e-01 Valid
## 2531 7.076773e-02 Valid
## 2532 -6.569701e-02 Valid
## 2533 8.586028e-02 Valid
## 2534 -2.969973e-02 Valid
## 2535 -9.342251e-02 Valid
## 2536 1.133991e-01 Valid
## 2537 -7.697040e-02 Valid
## 2538 -1.948545e-01 Valid
## 2539 2.152065e-02 Valid
## 2540 -9.895630e-02 Outlier
## 2541 -9.970640e-06 Valid
## 2542 4.501448e-02 Valid
## 2543 5.061845e-03 Valid
## 2544 -1.081796e-01 Valid
## 2545 9.773853e-02 Valid
## 2546 1.267322e-02 Outlier
## 2547 6.354513e-02 Outlier
## 2548 -2.971254e-03 Outlier
## 2549 3.859356e-02 Valid
## 2550 -1.087415e-02 Valid
## 2551 -7.995335e-02 Valid
## 2552 -1.634588e-01 Valid
## 2553 9.248804e-02 Valid
## 2554 -1.973999e-02 Valid
## 2555 4.188204e-02 Valid
## 2556 -3.047797e-02 Valid
## 2557 -1.376992e-02 Valid
## 2558 1.234923e-02 Valid
## 2559 -9.036859e-02 Outlier
## 2560 1.231527e-01 Outlier
## 2561 -5.194644e-02 Outlier
## 2562 -5.813815e-02 Outlier
## 2563 1.600393e-02 Outlier
## 2564 -1.290008e-01 Outlier
## 2565 -2.385424e-02 Outlier
## 2566 -1.029591e-01 Outlier
## 2567 -4.108088e-02 Outlier
## 2568 -1.256690e-02 Valid
## 2569 -1.123275e-01 Valid
## 2570 9.737676e-02 Valid
## 2571 1.689202e-02 Valid
## 2572 1.553847e-02 Valid
## 2573 1.356046e-02 Valid
## 2574 6.467120e-02 Valid
## 2575 -1.286658e-01 Valid
## 2576 1.419912e-01 Valid
## 2577 1.065487e-03 Valid
## 2578 -3.855867e-03 Valid
## 2579 -7.533371e-02 Valid
## 2580 -2.196912e-01 Valid
## 2581 1.952315e-01 Valid
## 2582 -2.580127e-01 Outlier
## 2583 4.310641e-02 Outlier
## 2584 -9.799110e-03 Outlier
## 2585 -2.735920e-02 Outlier
## 2586 -1.997132e-02 Valid
## 2587 6.297659e-03 Outlier
## 2588 1.030421e-02 Outlier
## 2589 4.226917e-02 Outlier
## 2590 1.886273e-02 Valid
## 2591 -3.272294e-02 Valid
## 2592 5.952114e-03 Valid
## 2593 -1.061482e-01 Valid
## 2594 -8.697643e-02 Valid
## 2595 -3.498342e-02 Valid
## 2596 6.534157e-02 Outlier
## 2597 -2.487469e-02 Outlier
## 2598 4.741998e-02 Outlier
## 2599 -1.884719e-02 Outlier
## 2600 -1.918479e-02 Outlier
## 2601 -7.969493e-02 Outlier
## 2602 -7.673976e-03 Outlier
## 2603 -6.224184e-02 Outlier
## 2604 -9.687633e-02 Outlier
## 2605 -5.345547e-02 Valid
## 2606 5.057244e-02 Valid
## 2607 -6.530372e-02 Valid
## 2608 -1.195513e-02 Valid
## 2609 -3.659637e-02 Valid
## 2610 4.227946e-02 Valid
## 2611 -7.695220e-02 Valid
## 2612 1.010661e-01 Valid
## 2613 -9.774890e-02 Valid
## 2614 -8.034140e-03 Valid
## 2615 1.565563e-01 Valid
## 2616 -2.634915e-02 Valid
## 2617 3.132003e-02 Valid
## 2618 1.048728e-02 Valid
## 2619 -3.882567e-02 Valid
## 2620 -5.430843e-02 Valid
## 2621 -2.089697e-02 Valid
## 2622 7.600034e-02 Valid
## 2623 7.633960e-02 Valid
## 2624 9.020804e-02 Valid
## 2625 -1.587705e-01 Valid
## 2626 6.853660e-02 Outlier
## 2627 -2.373095e-02 Outlier
## 2628 -5.041101e-02 Outlier
## 2629 1.533923e-01 Outlier
## 2630 -1.007130e-02 Valid
## 2631 -6.541189e-02 Valid
## 2632 4.538434e-02 Valid
## 2633 -1.931573e-02 Valid
## 2634 -6.028089e-02 Valid
## 2635 1.292931e-01 Outlier
## 2636 -1.344897e-01 Outlier
## 2637 -1.015900e-02 Outlier
## 2638 -7.213542e-02 Outlier
## 2639 7.568214e-02 Outlier
## 2640 -5.457132e-02 Valid
## 2641 4.609765e-02 Valid
## 2642 -1.022428e-02 Valid
## 2643 -1.037013e-02 Valid
## 2644 -4.196327e-02 Valid
## 2645 3.344363e-02 Valid
## 2646 -4.183046e-03 Valid
## 2647 8.789007e-02 Valid
## 2648 -7.608266e-03 Valid
## 2649 7.149791e-02 Outlier
## 2650 -3.538229e-03 Outlier
## 2651 5.564056e-03 Outlier
## 2652 -3.173657e-02 Outlier
## 2653 -5.334213e-02 Outlier
## 2654 4.185694e-02 Outlier
## 2655 5.264178e-03 Outlier
## 2656 1.854527e-03 Outlier
## 2657 2.674282e-02 Outlier
## 2658 4.488336e-02 Outlier
## 2659 -3.972774e-02 Valid
## 2660 1.113619e-02 Valid
## 2661 5.193998e-02 Valid
## 2662 -2.654848e-02 Valid
## 2663 -5.787728e-02 Valid
## 2664 4.545910e-02 Valid
## 2665 -1.592623e-01 Valid
## 2666 7.791949e-02 Valid
## 2667 -1.890233e-01 Valid
## 2668 2.932993e-02 Valid
## 2669 -1.204006e-01 Valid
## 2670 1.674847e-01 Valid
## 2671 -1.360286e-01 Valid
## 2672 1.885815e-02 Valid
## 2673 -1.994123e-02 Valid
## 2674 -8.294657e-02 Valid
## 2675 2.856424e-02 Valid
## 2676 1.489044e-01 Valid
## 2677 -1.957236e-01 Valid
## 2678 -1.125973e-02 Valid
## 2679 -7.851768e-03 Valid
## 2680 3.222005e-02 Outlier
## 2681 -7.862039e-02 Outlier
## 2682 -1.075343e-01 Outlier
## 2683 7.982686e-02 Outlier
## 2684 4.218995e-02 Outlier
## 2685 -1.206805e-01 Valid
## 2686 1.129634e-01 Valid
## 2687 -1.021159e-01 Valid
## 2688 -7.611745e-03 Valid
## 2689 -1.506132e-02 Valid
## 2690 1.162778e-01 Outlier
## 2691 -1.005534e-01 Outlier
## 2692 -8.567262e-03 Outlier
## 2693 -8.340879e-02 Outlier
## 2694 7.105463e-02 Valid
## 2695 -8.411788e-02 Valid
## 2696 4.746734e-02 Valid
## 2697 1.516100e-01 Valid
## 2698 -3.939832e-02 Valid
## 2699 9.206702e-02 Outlier
## 2700 -4.743094e-02 Outlier
## 2701 6.679829e-02 Outlier
## 2702 6.726804e-03 Outlier
## [ reached 'max' / getOption("max.print") -- omitted 3733 rows ]##################################
# Creating a data subset only containing
# the first two principal components
##################################
(DR_PCA_SUBSET <- DR_PCA_FULL[,c("Status",
"PC1",
"PC2",
"PC3",
"PC4",
"PC5",
"PC6",
"PC7",
"PC8",
"PC9",
"PC10")])## Status PC1 PC2 PC3 PC4
## 1 Valid -6.912107901 1.016263402 -0.8938745536 1.563028e+00
## 2 Valid -4.567122879 1.653253057 -0.5780542263 1.083316e+00
## 3 Valid -3.464772793 1.986058127 -0.7219674485 3.715172e-01
## 4 Valid -2.959132822 2.066801965 -0.6339385379 3.375236e-01
## 5 Valid -3.019282300 1.702353181 -0.3519826558 5.371684e-01
## 6 Valid -3.201197809 1.216469154 0.2026604861 7.649366e-01
## 7 Valid -3.929236354 0.853852639 0.3836440852 1.666693e-01
## 8 Valid -3.154421728 1.317180214 0.0814457515 -2.423047e-02
## 9 Outlier -1.209791770 2.067352066 -0.1540541828 -3.534312e-01
## 10 Outlier -0.986347385 2.286943204 -0.1919951834 -3.838820e-01
## 11 Outlier -0.782734657 2.295380642 -0.3405167877 -3.009688e-01
## 12 Outlier 0.261866037 2.492624455 -0.0136502363 -2.790375e-01
## 13 Outlier 0.644466290 2.599583481 -0.0383157157 -9.669397e-01
## 14 Outlier 1.618309763 2.636657874 0.0710101479 -1.145659e+00
## 15 Outlier 2.047761080 2.714021683 0.0528518223 -6.201771e-01
## 16 Outlier 1.860808761 2.350706942 0.1312631805 -9.043225e-01
## 17 Outlier 0.994740406 1.826626688 0.0948914145 -1.160737e+00
## 18 Outlier -0.335196705 1.308736209 -0.0343238131 -1.118880e+00
## 19 Valid -4.206362402 0.951517461 -0.5854527920 -7.198780e-02
## 20 Valid -5.620676324 1.300589985 -0.8999005655 -3.777381e-01
## 21 Valid -4.293744557 1.266622370 -1.2105573937 6.067123e-02
## 22 Valid -4.744296579 1.199350821 -1.1630802608 -6.966792e-02
## 23 Valid -5.605067141 1.253590273 -1.0132770107 -2.378236e-01
## 24 Valid -6.682806840 0.941622979 -0.9457176626 -1.144783e-01
## 25 Valid -5.627071842 1.314887612 -1.2991913352 6.006595e-01
## 26 Valid -5.785836322 1.291440035 -1.3294594020 3.283065e-01
## 27 Valid -5.892320651 1.199440806 -1.0870850760 -2.766062e-02
## 28 Valid -5.988847836 1.174428050 -0.9749263519 -3.296544e-01
## 29 Valid -5.984245311 1.242876894 -0.9258479533 -5.159392e-01
## 30 Valid -5.452404552 1.534084628 -1.1866375836 -5.927843e-02
## 31 Valid -5.221346077 1.527295296 -1.2286490814 1.319075e-01
## 32 Valid -4.936620193 1.610019937 -1.0944469651 7.797553e-01
## 33 Valid -4.575441319 1.824970185 -1.0925283595 6.330143e-01
## 34 Valid -3.855951399 1.850785799 -1.0127437527 -8.757937e-02
## 35 Valid -3.905737256 1.820534564 -0.9593494957 -6.091407e-01
## 36 Valid -3.939716064 1.984917694 -1.1026403079 -8.511640e-01
## 37 Valid -4.396141027 1.826599068 -1.1720759413 -4.864379e-01
## 38 Valid -4.879410091 1.419694395 -0.8330654327 -2.731200e-01
## 39 Valid -4.562848933 1.574820559 -0.9465414386 -5.606885e-01
## 40 Valid -4.288231605 1.741964313 -1.0623335064 -5.021230e-01
## 41 Valid -3.899719260 1.884416902 -0.9842371267 -5.305874e-01
## 42 Valid -2.835406578 1.888549746 -0.7520616272 -3.081831e-01
## 43 Valid -2.217680056 1.854323044 -0.7772659142 -1.620639e-01
## 44 Outlier -0.049268903 1.147027101 -0.9115980508 2.322473e-01
## 45 Outlier 1.621554351 0.686805958 -0.7929861301 8.479322e-01
## 46 Outlier -0.004595650 0.799702320 -0.6029566808 1.302137e+00
## 47 Valid -1.837353125 1.316524308 -0.7495026500 4.597776e-01
## 48 Valid 1.204877077 2.792186564 -0.6042910934 -9.543417e-01
## 49 Valid 3.075041372 3.101860661 -0.5610036634 1.221288e-01
## 50 Valid 3.350562260 2.823697853 -0.5437495793 9.525551e-02
## 51 Outlier 4.855749145 1.419341750 -0.3235835792 -2.990838e-01
## 52 Outlier 6.278445085 0.970035495 -0.2158556065 -4.830656e-02
## 53 Outlier 7.222440102 1.024069541 -0.3491082568 4.331302e-03
## 54 Outlier 7.858658860 1.178959190 -0.4003477204 -3.684790e-01
## 55 Valid -7.997939319 0.579516165 -0.7780516573 4.889192e-01
## 56 Valid -6.478842877 0.991119004 -0.6558666114 2.000841e+00
## 57 Valid -5.061032622 1.441311629 -0.7729046051 1.937129e+00
## 58 Valid -4.023393467 1.646109308 -0.6552746919 1.106326e+00
## 59 Valid -3.381995957 1.497593083 -0.2871555681 1.699973e-01
## 60 Valid -3.905601588 0.767013219 0.2899803694 -6.754149e-01
## 61 Valid -4.195569609 0.727863600 0.3513806057 -8.118886e-01
## 62 Valid -4.194703532 0.957339750 0.2082611448 -6.041763e-01
## 63 Valid -3.328602118 1.411240501 -0.0443178087 -4.044493e-01
## 64 Outlier -1.145103280 2.190102005 -0.3206657405 -7.059079e-01
## 65 Outlier -0.572470453 2.433669988 -0.3147069287 -1.096938e+00
## 66 Outlier -0.328142315 2.638872731 -0.3778407496 -1.101263e+00
## 67 Outlier -0.253286679 2.595941003 -0.4559798020 -9.444162e-01
## 68 Outlier -0.110829694 2.642007199 -0.4012570203 -6.673053e-01
## 69 Outlier 2.381325318 2.859869845 0.0605788000 -3.222800e-02
## 70 Outlier 2.619425500 2.817662476 0.1470260363 -1.209885e-01
## 71 Outlier 2.485753428 2.261294839 -0.2058769320 3.762529e-02
## 72 Outlier 2.618540483 1.195205272 -0.2860413866 3.771673e-01
## 73 Outlier -0.021492215 -2.311244841 -0.4317390874 3.726132e-01
## 74 Valid -1.321052315 -1.680401321 -0.4424417093 -3.960515e-01
## 75 Valid -2.761472018 -0.254450741 -0.5094471946 -1.086785e+00
## 76 Valid -5.293016501 1.307797946 -0.8991101294 -6.945164e-01
## 77 Valid -4.848540185 1.616518710 -0.9223424285 -3.436356e-01
## 78 Valid -4.817302095 1.342673779 -1.2505226490 2.292359e-01
## 79 Valid -5.428012297 1.271296014 -1.1045545365 7.690180e-03
## 80 Valid -5.973696071 1.132665758 -0.9503133317 -3.069165e-01
## 81 Valid -6.557626739 1.096310911 -0.9910898811 -5.914853e-01
## 82 Valid -6.815612692 1.078432186 -1.1161258646 -6.610619e-01
## 83 Valid -6.810509257 1.024160334 -1.1239262139 -5.368789e-01
## 84 Valid -6.428693926 1.195645444 -1.1872776655 -9.649653e-02
## 85 Valid -6.196880470 1.426901460 -1.3706060048 6.179969e-02
## 86 Valid -6.091597105 1.639956461 -1.4871505538 -2.467627e-01
## 87 Valid -6.176625558 1.498222426 -1.4664678947 -5.363044e-01
## 88 Valid -5.886813662 1.347868167 -1.2971169742 -6.642271e-01
## 89 Valid -5.610989573 1.372809999 -1.1735390397 -4.930242e-01
## 90 Valid -5.578124899 1.319402743 -1.1046427946 -4.636522e-01
## 91 Valid -5.257100433 1.540636556 -1.1199862636 -4.465629e-01
## 92 Valid -4.942507684 1.544402066 -1.2078276691 -6.479321e-01
## 93 Valid -4.983135249 1.564350873 -1.1471306019 -6.607226e-01
## 94 Valid -5.126720267 1.501690588 -0.9554865907 5.112461e-01
## 95 Valid -4.346252984 1.564969777 -0.9189259137 6.719904e-01
## 96 Valid -4.047021685 1.716462284 -1.0286452576 3.637369e-01
## 97 Valid -3.605312740 1.925714809 -1.2132711167 1.304649e-02
## 98 Valid -4.194676074 1.879928573 -0.9459999624 -8.561165e-01
## 99 Valid -4.288149611 1.826876087 -0.9157532493 -8.739264e-01
## 100 Valid -4.280445860 1.691613258 -0.8648976595 -7.230075e-01
## 101 Valid -3.894117731 1.789809915 -0.9630252342 -6.280679e-01
## 102 Valid -3.756720600 1.837928901 -1.0370873760 -4.488107e-01
## 103 Valid -2.275781546 1.954272881 -0.8963455518 4.524647e-01
## 104 Valid -0.786994484 1.429632763 -1.0124825559 1.572879e+00
## 105 Valid -2.823338445 1.392968382 -0.8865272722 8.735317e-01
## 106 Valid -1.731323096 1.958257041 -0.9213521942 1.105924e+00
## 107 Valid -0.211295908 2.361134069 -0.9671034939 8.111741e-01
## 108 Valid 2.234742950 2.978844346 -0.7532197356 2.405466e-01
## 109 Valid 3.188609296 2.862434896 -0.6064416860 -1.772752e-02
## 110 Outlier 4.088108329 2.492404081 -0.5848481507 -9.765515e-02
## 111 Outlier 5.136272574 1.727704576 -0.4448240238 -7.490432e-02
## 112 Outlier 6.226384482 1.327511222 -0.3235722458 1.217321e-01
## 113 Outlier 6.946450668 1.225023950 -0.3854067139 3.409784e-01
## 114 Outlier 7.421457675 1.293740108 -0.5478965327 5.457809e-01
## 115 Outlier 7.936281173 1.119748310 -0.5481838107 2.972059e-01
## 116 Valid -8.017174753 0.887170439 -1.1296546286 -2.324476e+00
## 117 Valid -7.806005025 0.578941514 -0.8703692058 -2.313401e+00
## 118 Valid -7.940254141 0.156082421 -0.6062309446 -5.163140e-01
## 119 Valid -6.959212776 0.688322031 -0.8360104191 2.238228e+00
## 120 Valid -5.307805810 1.392414102 -0.8444525874 1.450349e+00
## 121 Valid -3.919741881 1.595343843 -0.4496071697 3.812086e-01
## 122 Valid -3.546608125 1.417942056 -0.0610158780 -1.423610e-01
## 123 Valid -3.769514355 1.101196440 0.1020977162 -1.943558e-01
## 124 Valid -2.723885384 1.750287683 -0.3262615255 -2.270899e-01
## 125 Outlier -1.952591116 2.306592314 -0.5507295884 -2.440070e-01
## 126 Outlier -1.320661430 2.688089436 -0.6277790161 -2.048196e-01
## 127 Outlier -0.787786616 2.577298057 -0.4120411288 -4.057518e-01
## 128 Outlier -0.418013578 2.643363062 -0.3719640127 -4.081876e-01
## 129 Outlier 0.030330469 3.045254266 -0.5725899269 -5.868790e-03
## 130 Outlier 0.148242824 2.880005669 -0.4839521400 -1.997578e-01
## 131 Outlier 0.721576087 2.844387558 -0.2686692106 6.353529e-01
## 132 Outlier 1.081818686 2.793623792 -0.1692388420 9.874718e-01
## 133 Outlier 2.772214861 -3.150929878 -0.7185357891 2.725449e+00
## 134 Outlier 2.673593897 -4.856765269 -0.8487667301 2.476387e+00
## 135 Outlier 2.237756551 -6.331244748 -0.9574286098 1.862430e+00
## 136 Outlier -0.504818020 -2.605663174 -0.5613141189 -9.077564e-01
## 137 Valid -2.075882636 0.021831301 -0.5732371430 -1.171231e+00
## 138 Valid -3.738297778 1.441949654 -0.8404708019 -8.686300e-01
## 139 Valid -4.495343722 1.632392842 -1.0595352170 -4.060124e-01
## 140 Valid -4.659746222 1.671226734 -1.0508661057 -3.786583e-01
## 141 Valid -4.416286186 1.564342899 -1.0274220900 -1.661360e-01
## 142 Valid -4.703751487 1.468996442 -1.1380699545 -2.875405e-02
## 143 Valid -5.157383058 1.379879086 -1.1749796396 1.493130e-01
## 144 Valid -5.740717838 1.371653330 -1.2065566496 2.905921e-01
## 145 Valid -6.135062585 1.437180743 -1.3561649029 2.968975e-01
## 146 Valid -6.366594293 1.530072104 -1.4439358879 5.805955e-02
## 147 Valid -6.385237751 1.454202271 -1.3259856872 -2.669876e-01
## 148 Valid -6.276018599 1.296799388 -1.1826763000 -5.620054e-01
## 149 Valid -6.112356458 1.254647719 -1.1598222036 -5.538821e-01
## 150 Valid -5.934560952 1.297785837 -1.2608382752 -3.785312e-01
## 151 Valid -5.799898580 1.568631253 -1.3530469026 -1.257158e-01
## 152 Valid -5.575832038 1.661487352 -1.3703258315 8.790525e-02
## 153 Valid -5.364164009 1.620326880 -1.3852006599 -3.716954e-02
## 154 Valid -5.165347233 1.744367226 -1.2782750280 -1.767838e-01
## 155 Valid -5.095937553 1.743620229 -1.3188818132 -2.326343e-01
## 156 Valid -5.028923797 1.857541198 -1.3253480962 -1.646867e-01
## 157 Valid -4.722248076 1.801263138 -1.2590898273 -4.491629e-01
## 158 Valid -5.043255086 1.568898110 -1.1113025614 -4.295102e-01
## 159 Valid -5.518505418 1.438474832 -1.0463182093 -2.043348e-01
## 160 Valid -5.596773827 1.479794001 -0.9879602050 9.639326e-02
## 161 Valid -5.410069710 1.344043163 -0.8968200687 4.307915e-01
## 162 Valid -4.883770654 1.359369938 -0.8337450037 7.838140e-01
## 163 Valid -4.361352015 1.506245480 -0.9974159500 8.760098e-01
## 164 Valid -3.741354838 1.773950408 -0.9906986362 6.612182e-01
## 165 Valid -3.507259543 2.049815254 -1.0053267720 2.326373e-01
## 166 Valid -3.350418383 2.101722600 -0.9351252449 -2.635489e-01
## 167 Valid -3.656885616 1.725368667 -0.7853368155 -3.603011e-01
## 168 Valid -3.472962485 1.894877869 -0.9913340370 -1.931366e-01
## 169 Valid -3.402497463 2.046150429 -1.0783224843 -2.273502e-01
## 170 Valid -2.934897929 2.072269652 -0.8408487635 3.204399e-02
## 171 Valid -2.534417010 1.810137956 -0.6805147678 3.996961e-02
## 172 Valid -2.667469758 1.686209273 -0.6562196896 1.303056e-01
## 173 Valid -2.394796914 1.569198294 -0.8220536114 4.725968e-01
## 174 Valid -2.561197722 1.525486518 -1.0113356114 6.576779e-01
## 175 Valid -3.623862457 1.676781654 -0.8545233435 3.183068e-01
## 176 Valid -3.350995695 1.710149030 -0.7584909522 7.903567e-01
## 177 Valid -2.679883668 1.987152374 -0.8122594003 1.437486e+00
## 178 Valid -1.273037398 2.340822565 -0.9988890807 1.639213e+00
## 179 Valid 0.406468979 2.757363500 -1.0110713729 1.283697e+00
## 180 Valid 3.017706105 2.790338955 -0.6458094472 3.108058e-01
## 181 Outlier 3.816863431 2.612240761 -0.6953943292 3.178842e-01
## 182 Outlier 4.847736103 2.316412905 -0.5931045257 -7.753196e-02
## 183 Outlier 5.870880390 2.131143839 -0.5159660025 -2.924354e-01
## 184 Outlier 6.433897137 1.914775583 -0.5336829602 -1.348282e-02
## 185 Outlier 6.816931996 1.566287218 -0.6691463744 4.374604e-01
## 186 Outlier 7.436925273 1.139484018 -0.6696727602 5.460605e-01
## 187 Valid -6.967040112 1.130849109 -1.2611996229 8.993194e-01
## 188 Valid -8.126181236 -0.009545603 -0.6075294432 4.689773e-01
## 189 Valid -9.211008075 -0.280005163 -0.6006034826 3.179865e-01
## 190 Valid -6.729274861 0.682093933 -0.5049857184 8.906041e-01
## 191 Valid -4.513292970 1.116779858 -0.2740358140 8.982934e-01
## 192 Valid -3.472842455 1.219345027 0.0281777024 3.934818e-01
## 193 Valid -3.540479195 1.223204550 -0.0423721342 2.822775e-01
## 194 Outlier -1.215309658 2.763538451 -0.7181997807 3.442671e-01
## 195 Outlier -0.813764611 2.887675656 -0.6536400263 9.377580e-02
## 196 Outlier -0.521640986 2.831043766 -0.4876928422 8.774307e-02
## 197 Outlier -0.360277142 2.861817397 -0.5822310531 2.919358e-01
## 198 Outlier -0.292081945 2.956501521 -0.7167696672 7.121862e-01
## 199 Outlier -0.199154033 3.026199040 -0.6118526536 6.561031e-01
## 200 Outlier 0.024576863 2.994336966 -0.7881896025 3.728686e-01
## 201 Outlier 0.393686942 2.960853409 -0.6599448194 2.050751e-01
## 202 Outlier 0.358884338 2.627222756 -0.4232698749 2.300637e-01
## 203 Outlier 1.226994572 1.613976190 -0.0592908132 5.954276e-01
## 204 Outlier 2.484390908 -0.903926213 0.1081683373 1.794476e+00
## 205 Outlier 2.284179675 -6.550715365 -0.6702987184 2.699703e+00
## 206 Outlier 2.511178364 -8.304077782 -1.0092467653 2.400676e+00
## 207 Outlier 2.648453316 -9.576908771 -1.2283878598 1.635130e+00
## 208 Outlier 2.506545077 -11.053058361 -1.2877179011 5.819198e-01
## 209 Outlier 2.345327691 -9.813162424 -1.0472749761 7.478720e-01
## 210 Outlier -0.172161296 -2.001204590 -0.3957846523 -2.515474e-01
## 211 Valid -3.935529470 1.545501575 -0.8393821305 -5.526036e-01
## 212 Valid -4.277764857 1.543847816 -1.0025143393 -2.732500e-01
## 213 Valid -4.052351580 1.535230037 -1.0350630863 -2.984283e-01
## 214 Valid -4.317600923 1.510389711 -1.1124479848 -5.053121e-02
## 215 Valid -6.393971047 1.524027458 -1.3301404887 9.900202e-02
## 216 Valid -5.743294651 1.418432214 -1.2702854139 -3.142054e-01
## 217 Valid -5.700582787 1.345036903 -1.3052923863 -2.601187e-01
## 218 Valid -5.807363403 1.314406518 -1.3818450314 -8.828527e-02
## 219 Valid -5.893467216 1.430538509 -1.3931584542 2.034045e-01
## 220 Valid -5.875461616 1.592597053 -1.3552967241 1.235867e-01
## 221 Valid -5.434165101 1.586935374 -1.3072699571 3.555722e-02
## 222 Valid -5.271439959 1.552978044 -1.2680640664 1.491445e-01
## 223 Valid -4.795843668 1.918308142 -1.1201553364 6.809746e-01
## 224 Valid -5.071214022 1.687695663 -1.1641968275 3.540842e-01
## 225 Valid -5.477344510 1.531071702 -1.1316252293 9.830978e-02
## 226 Valid -5.564136726 1.096822923 -0.9919649181 1.116790e-01
## 227 Valid -5.152638068 1.201925532 -0.9814851268 1.980940e-01
## 228 Valid -3.917027560 1.646586447 -0.7987619447 5.653097e-01
## 229 Valid -3.118995034 1.905448711 -0.7972389655 1.864821e-01
## 230 Valid -3.918955307 1.801927619 -0.9669379045 8.291723e-01
## 231 Valid -3.800887036 1.839807838 -0.9114002442 9.349605e-01
## 232 Valid -3.629957143 1.846944908 -0.9000342863 7.714501e-01
## 233 Valid -3.097859143 1.897228170 -0.8312687826 4.125733e-01
## 234 Valid -3.219303123 1.619306984 -0.6927897847 4.513384e-01
## 235 Valid -3.576850819 1.476742110 -0.7835208146 6.817308e-01
## 236 Valid -3.923747171 1.470902475 -0.9195673024 8.330271e-01
## 237 Valid -3.779885241 1.525352513 -0.6365057495 -1.560624e-01
## 238 Valid -2.849156434 1.879535739 -0.8929142103 6.310089e-01
## 239 Valid -1.044020573 2.363692978 -1.0128742743 9.853623e-01
## 240 Valid 0.914816617 2.818356285 -0.7971303352 6.902084e-01
## 241 Valid 2.002280957 2.982413180 -0.4879818928 3.912566e-01
## 242 Valid 2.403002637 2.949579990 -0.3932731049 5.092111e-01
## 243 Valid 3.775196439 2.956504966 -0.5814765902 9.689216e-01
## 244 Valid 4.628312142 2.951480303 -0.5425725087 9.963686e-01
## 245 Outlier 5.180766083 2.764060400 -0.4491467949 7.218481e-01
## 246 Valid 5.645924532 2.347002495 -0.5852670126 3.341383e-01
## 247 Outlier 6.590328391 1.754689787 -0.6192772119 2.416179e-01
## 248 Valid -8.053673081 0.621163667 -1.0484305773 1.508593e+00
## 249 Valid -7.565279060 0.377486370 -0.7725535435 1.461650e+00
## 250 Valid -8.508023089 -0.503851889 -0.2992762014 1.018696e+00
## 251 Valid -9.475806406 -0.847081649 -0.2262959905 5.515485e-01
## 252 Valid -9.530067179 -0.667554213 -0.1599811344 4.192434e-01
## 253 Valid -7.549591603 0.234805613 -0.1814969730 7.400771e-01
## 254 Valid -3.314121827 1.268336095 0.0292614981 -6.289953e-01
## 255 Valid -2.420955820 2.083405672 -0.4320465552 -5.510581e-02
## 256 Valid -1.960546590 2.461322363 -0.6871616966 4.675074e-02
## 257 Outlier -1.003401877 2.910174565 -0.8154814112 -8.480862e-02
## 258 Outlier -0.796586519 2.913099253 -0.6885153501 1.383572e-01
## 259 Outlier -0.764039809 2.949699068 -0.7000518358 3.408070e-01
## 260 Outlier -0.777902145 3.027033158 -0.7938447033 1.637054e-01
## 261 Outlier -0.479444618 3.102822219 -0.8226027744 -1.207122e-01
## 262 Outlier -0.163305244 2.925527535 -0.7612556225 5.487393e-02
## 263 Outlier 0.066726867 2.701925579 -0.7830689300 1.321345e-02
## 264 Outlier 0.532586010 2.100265176 -0.5135501168 2.124643e-01
## 265 Outlier 0.553514837 0.965231817 -0.5111131522 3.753495e-01
## 266 Outlier 0.715100279 -0.718964270 -0.4729087598 1.095880e+00
## 267 Outlier 1.176357182 -2.572586693 -0.4961445063 2.013578e+00
## 268 Outlier 1.780099392 -4.297812317 -0.5095472543 2.948854e+00
## 269 Outlier 1.930783665 -7.826671563 -0.7115718421 2.375286e+00
## 270 Outlier 2.063143181 -10.962864142 -1.1060759194 7.112819e-01
## 271 Outlier 2.168891467 -11.894321351 -1.3207183592 4.408554e-01
## 272 Outlier 2.267702309 -12.137514893 -1.4458860941 4.088941e-01
## 273 Outlier 2.201410003 -12.246003971 -1.4318548656 6.012682e-01
## 274 Outlier 1.021370947 -5.026881509 -0.3271327529 6.562596e-01
## 275 Valid -1.131710575 -0.895198014 -0.1968002202 3.701273e-02
## 276 Valid -4.352621706 1.429115960 -0.9682424815 4.500862e-01
## 277 Valid -4.313314376 1.429282036 -1.0162731687 5.546803e-01
## 278 Valid -4.499261764 1.399541653 -0.9989401642 3.499030e-01
## 279 Valid -5.133681377 1.526068673 -0.9911561940 1.665818e-01
## 280 Valid -5.988343496 1.582346975 -1.1613722881 1.022031e-02
## 281 Valid -6.339928269 1.689284842 -1.2915503979 -3.892327e-01
## 282 Valid -6.194701848 1.716401640 -1.2678611869 -7.913028e-01
## 283 Valid -5.668226779 1.578975657 -1.1532461927 1.742635e-02
## 284 Valid -5.726753509 1.487355856 -1.1572531414 2.252034e-01
## 285 Valid -5.843936816 1.465859687 -1.3534569821 -4.800708e-02
## 286 Valid -5.775725890 1.522484804 -1.2517515532 -1.098080e-01
## 287 Valid -5.521906135 1.408561212 -0.9727901597 2.240858e-01
## 288 Valid -5.447489306 1.671421408 -1.2818057328 4.236791e-01
## 289 Valid -5.687919599 1.797714072 -1.3012355314 6.252623e-01
## 290 Valid -5.631330916 1.616690746 -1.1640565311 8.279001e-01
## 291 Valid -5.651613670 1.497524795 -1.0709409852 7.194177e-01
## 292 Valid -6.036979257 1.264689694 -1.1025874547 4.692025e-01
## 293 Valid -5.913699280 1.084663748 -0.9964400471 1.572694e-01
## 294 Valid -5.575067364 1.090693415 -0.9160130547 -1.682210e-02
## 295 Valid -5.125899840 1.304770555 -1.0091118101 5.061556e-01
## 296 Valid -4.171325455 1.777694422 -1.0428873449 6.339503e-01
## 297 Valid -3.755650629 1.888239775 -0.9858635501 8.757467e-01
## 298 Valid -3.862023035 1.672610055 -0.7656399590 9.838794e-01
## 299 Valid -4.143250763 1.453174203 -0.8053363370 9.502516e-01
## 300 Valid -4.570537371 1.301516312 -0.8396163530 1.143476e+00
## 301 Valid -4.958269075 1.425061366 -0.9484196387 1.537370e+00
## 302 Valid -3.934282984 1.792174907 -0.7858381986 1.058489e+00
## 303 Valid -3.903504486 1.701487007 -0.7638098696 9.459902e-01
## 304 Valid -4.147482293 1.398283937 -0.8954603471 6.419869e-01
## 305 Valid -4.156392321 1.632224286 -0.8859759197 -5.480500e-02
## 306 Valid -3.662267684 1.758093983 -0.6254487205 -3.012287e-01
## 307 Valid -3.390777155 1.632777237 -0.3712475466 -2.979023e-01
## 308 Valid -3.407011619 1.636188033 -0.5010683854 -3.114524e-01
## 309 Valid -2.807268011 1.813913482 -0.5905365854 -3.815313e-01
## 310 Valid 1.741031669 2.955574425 -0.3784983810 4.682310e-01
## 311 Valid 2.662483573 3.084153323 -0.3780298215 1.015510e+00
## 312 Valid 3.837686624 3.369101798 -0.4323202498 1.284067e+00
## 313 Valid 4.527752620 3.212000782 -0.4078778739 7.654243e-01
## 314 Valid 5.330717864 2.795147559 -0.4125127129 5.281201e-01
## 315 Valid -9.411694424 -0.413397203 -0.4041642440 1.013532e+00
## 316 Valid -8.947641831 -0.452814300 -0.2959957364 7.410344e-01
## 317 Valid -9.462326923 -0.808499813 -0.1199168795 -3.588166e-01
## 318 Valid -9.231204232 -0.691160621 0.0370476108 -6.300878e-01
## 319 Valid -7.589878119 0.011217320 -0.0228661939 -3.008751e-01
## 320 Valid -2.926008540 1.652452005 -0.1290512306 -4.917685e-01
## 321 Valid -2.717787659 1.848618730 -0.2958776877 -4.618815e-01
## 322 Valid -2.644923969 2.035184055 -0.2421581267 -3.580400e-01
## 323 Valid -2.430538981 2.195132187 -0.4427678880 -2.544339e-01
## 324 Outlier -2.142577404 2.434989761 -0.5310967305 -4.533979e-02
## 325 Outlier -1.668887212 2.633983471 -0.7616303788 2.716371e-01
## 326 Outlier -1.058056829 2.815360812 -0.6950303767 3.791975e-01
## 327 Outlier -0.498760733 2.607168539 -0.5792390907 -2.309510e-01
## 328 Outlier 0.224398835 1.255926787 -0.8103619106 1.669081e-01
## 329 Outlier 0.645400872 0.531851112 -0.7396202233 3.338379e-01
## 330 Outlier 1.055787347 -5.657641768 -0.9523451937 2.638666e+00
## 331 Outlier 1.117207233 -8.195546952 -1.1750683965 3.113116e+00
## 332 Outlier 1.518933702 -12.212440536 -1.2388879260 1.563166e+00
## 333 Outlier 1.696548835 -12.600166979 -1.3077748188 9.742502e-01
## 334 Outlier 1.846450199 -12.820507707 -1.3541055373 6.132040e-01
## 335 Outlier 2.026853030 -12.822880735 -1.3840428515 3.362373e-01
## 336 Outlier 1.862967905 -12.751798185 -1.3929428259 3.149123e-01
## 337 Outlier 1.835348674 -12.855091022 -1.3424806745 2.584573e-01
## 338 Outlier 2.227423366 -11.589101882 -1.0274539984 4.883533e-01
## 339 Outlier 0.095759059 -3.379747279 -0.0796286369 1.318672e-01
## 340 Valid -2.471343939 0.039187903 -0.1915482121 -2.242426e-01
## 341 Valid -4.232080526 1.240251675 -0.7934963480 -7.667393e-02
## 342 Valid -4.693641630 1.426248482 -0.9867819638 4.489498e-01
## 343 Valid -4.858448256 1.400223456 -0.9821983827 2.794945e-01
## 344 Valid -6.076937381 1.572239247 -1.1352414924 -3.673928e-01
## 345 Valid -6.117770869 1.671255205 -1.1995110675 -4.913704e-01
## 346 Valid -5.708654693 1.656592401 -1.1120513103 -5.168816e-01
## 347 Valid -5.410704702 1.581605648 -1.0811119028 -3.821916e-01
## 348 Valid -5.401221018 1.554867253 -0.9765812707 -5.919377e-02
## 349 Valid -5.692074945 1.472350980 -1.1058894697 1.586512e-01
## 350 Valid -5.977038587 1.362385569 -1.2296567893 -3.251826e-02
## 351 Valid -5.877516305 1.488389107 -1.2268028446 -2.753169e-01
## 352 Valid -5.570611150 1.543748975 -1.1512257352 -3.930046e-01
## 353 Valid -5.381874486 1.283629689 -0.7580255508 -2.186944e-01
## 354 Valid -5.389274266 1.223962255 -0.8043959520 -3.375530e-01
## 355 Valid -5.497582894 1.354208208 -0.9019368677 -3.130664e-01
## 356 Valid -6.071471673 1.293492344 -0.9443631292 1.947389e-01
## 357 Valid -6.193744016 1.049240061 -0.9994385102 1.994953e-01
## 358 Valid -6.120738409 1.024321959 -0.9557544037 2.338834e-01
## 359 Valid -5.684735478 1.110757072 -0.9441622479 -2.725540e-02
## 360 Valid -5.271458735 1.202282917 -0.8967201829 -2.364599e-01
## 361 Valid -5.283863742 1.222042086 -1.0008353198 -2.009127e-01
## 362 Valid -4.908984243 1.683931065 -1.1659466394 2.721686e-01
## 363 Valid -4.694694651 1.675364123 -1.1772805683 6.660371e-01
## 364 Valid -4.795631429 1.435313196 -0.8603313733 9.010617e-01
## 365 Valid -5.506341897 0.946992762 -0.6107646298 7.637200e-01
## 366 Valid -5.932105535 0.872808378 -0.7639700368 3.926020e-01
## 367 Valid -5.321043331 1.381611463 -1.0421131437 7.792975e-02
## 368 Valid -5.057457955 1.492087916 -1.0252316247 4.899400e-01
## 369 Valid -5.039672723 1.494243590 -0.9106441676 8.468704e-01
## 370 Valid -4.514616262 1.463033328 -0.8536520220 3.564932e-01
## 371 Valid -4.667997033 1.316415572 -0.9154502140 -7.321869e-02
## 372 Valid -4.635594905 1.412498532 -0.8552134815 -4.523900e-01
## 373 Valid -3.964857574 1.812603801 -0.8690833940 -7.625241e-01
## 374 Valid -2.909616523 1.996199517 -0.5863002884 -1.089391e+00
## 375 Valid -1.992460640 1.970017280 -0.3440312317 -1.682441e+00
## 376 Valid -0.968894632 1.991624487 -0.3187441659 -2.452210e+00
## 377 Valid 1.463159375 2.981969940 -0.4271365206 -4.297928e-01
## 378 Valid 1.516802304 2.740877254 -0.2122976521 9.834213e-02
## 379 Valid 1.198138396 2.686075101 -0.2896396595 2.707065e-01
## 380 Valid 1.808509920 3.030233784 -0.5053275196 4.880697e-01
## 381 Valid 2.568326332 3.336538788 -0.4717089110 4.940328e-01
## 382 Valid 3.405809865 3.488658481 -0.3344937261 6.520526e-01
## 383 Valid -9.857760722 -1.045124366 0.0241551013 3.232902e-01
## 384 Valid -9.177446569 -0.772999141 -0.0005944217 1.756790e-01
## 385 Valid -8.557596139 -0.443565916 -0.2355545280 -1.431157e+00
## 386 Valid -7.930454516 -0.197982603 -0.2340241964 -1.793194e+00
## 387 Valid -3.625781467 1.701079911 -0.3945819814 1.524175e-01
## 388 Valid -2.779624795 1.976593886 -0.3770185454 2.005349e-01
## 389 Valid -2.391962235 2.406948676 -0.6558456899 1.111462e-01
## 390 Outlier -1.797285834 2.628016637 -0.8306961438 5.162815e-01
## 391 Outlier -1.332294515 2.575461700 -0.7676255975 2.635852e-01
## 392 Outlier -0.007170074 1.563731780 -0.4191352341 7.148742e-02
## 393 Outlier 0.430813741 0.264983032 -0.5000433592 5.614363e-01
## 394 Outlier 0.758262963 -1.348174903 -0.7815868747 1.379754e+00
## 395 Outlier 1.570136137 -4.210098722 -0.7404156311 1.920663e+00
## 396 Outlier 1.934673099 -4.898125817 -0.6467341468 1.380723e+00
## 397 Outlier 1.784514546 -6.939824190 -0.9581245596 1.194815e+00
## 398 Outlier 1.269329358 -10.176574892 -1.2430829302 1.049633e+00
## 399 Outlier 0.788962622 -13.059843669 -1.6070732652 1.205227e+00
## 400 Outlier 0.532052043 -14.189692557 -1.6646931172 1.108851e+00
## 401 Outlier 0.611046038 -14.354059192 -1.7284386291 1.077621e+00
## 402 Outlier 1.560307339 -13.114698084 -1.5303431003 3.516416e-01
## 403 Outlier 1.720269348 -12.733812967 -1.4629852753 -3.568742e-02
## 404 Outlier 1.731721096 -12.417248635 -1.4747678893 -5.781536e-01
## 405 Outlier 1.872309911 -12.448804406 -1.3628532728 -6.692309e-01
## 406 Outlier 1.832175428 -12.654247297 -1.3507925371 -6.859104e-01
## 407 Outlier 1.916244580 -10.132529232 -1.0015164866 4.260618e-01
## 408 Outlier 1.005015519 -6.053583143 -0.5507415340 1.895095e-01
## 409 Outlier -1.130782468 -1.829532299 -0.3703538957 -5.718590e-01
## 410 Valid -3.417547725 0.735992783 -0.6945493300 -1.051838e+00
## 411 Valid -4.850256653 1.439889134 -0.8949783430 -4.760152e-01
## 412 Valid -5.424510425 1.786826613 -1.1486038879 -2.199326e-01
## 413 Valid -5.086317605 1.779183185 -1.1462264298 2.580363e-02
## 414 Valid -5.042892298 1.683132278 -1.0891580836 3.236648e-01
## 415 Valid -5.366981186 1.566232734 -1.0807529743 3.059003e-01
## 416 Valid -5.871676194 1.568976517 -1.1581359081 2.247870e-02
## 417 Valid -5.975770685 1.400278017 -1.0453815040 -7.102700e-02
## 418 Valid -5.929914906 1.523914536 -1.1369432626 -1.508077e-01
## 419 Valid -5.741209900 1.648047326 -1.0838293996 4.368213e-02
## 420 Valid -5.585530960 1.649993874 -1.2420637540 1.704726e-01
## 421 Valid -5.382310490 1.427804986 -1.0815633348 1.239627e-01
## 422 Valid -4.962580075 1.432779171 -0.7471623236 -6.240560e-01
## 423 Valid -5.038824838 1.478258271 -0.6349930234 -5.345662e-01
## 424 Valid -5.967275150 1.260038764 -0.9602276787 -2.782814e-01
## 425 Valid -5.963876611 1.131969867 -1.0510008688 -4.314463e-01
## 426 Valid -5.693314993 1.235981053 -0.8617678421 -5.278864e-01
## 427 Valid -6.099574407 1.027305329 -0.8093096748 -5.226194e-01
## 428 Valid -4.979447737 1.286706785 -0.8064241995 -3.612319e-01
## 429 Valid -5.075622782 1.433693856 -1.0365437019 -4.340021e-01
## 430 Valid -5.121560634 1.628062476 -1.1852468245 -1.286152e-01
## 431 Valid -5.170850930 1.726039527 -1.0951077005 1.738918e-01
## 432 Valid -5.267024527 1.392523412 -0.9567180332 3.422170e-01
## 433 Valid -5.527430667 0.971026862 -0.6143262865 2.909022e-01
## 434 Valid -5.807856236 0.535773304 -0.5238022096 3.856850e-01
## 435 Valid -6.504148575 0.681717037 -0.8142785795 1.731778e-01
## 436 Valid -6.124476053 1.133825286 -0.9643320627 -2.504470e-01
## 437 Valid -5.213409416 1.413657961 -0.9705876513 -1.691554e-01
## 438 Valid -5.345325868 1.326477669 -1.0816781591 2.521598e-02
## 439 Valid -4.927387460 1.461595669 -1.0459746922 1.691380e-01
## 440 Valid -4.623030734 1.479605070 -1.1061908933 -8.815306e-02
## 441 Valid -2.412194416 2.335442622 -0.8224920689 -1.498613e+00
## 442 Valid -1.122318358 2.668676015 -0.6521176276 -1.900652e+00
## 443 Valid -0.161144861 2.620440326 -0.5389936952 -2.005756e+00
## 444 Valid 0.089470389 2.431512197 -0.5654054111 -1.712837e+00
## 445 Valid 0.758815936 2.459024378 -0.4579370336 -1.383836e+00
## 446 Valid 1.272827493 2.866791678 -0.5725351202 -1.082914e+00
## 447 Valid 1.697482366 3.016377889 -0.5314417116 -8.193656e-01
## 448 Valid 0.907377879 2.730792678 -0.4430687581 2.684117e-01
## 449 Valid 2.401649351 3.239860851 -0.5381569514 8.797660e-01
## 450 Valid -9.873977988 -1.351161497 0.2373797700 -2.947431e-01
## 451 Valid -9.234250122 -0.868584762 0.0516023793 -3.367432e-01
## 452 Valid -8.318370540 -0.221957476 -0.3687628434 -6.500221e-01
## 453 Valid -7.487453478 0.331815975 -0.6225163558 -9.406777e-01
## 454 Valid -6.249383868 0.783047054 -0.6776195608 -2.635994e-01
## 455 Valid -5.454814348 1.189557077 -0.6390409297 4.446707e-01
## 456 Valid -4.310920253 1.717835866 -0.6393694578 7.970472e-01
## 457 Valid -3.459355083 1.953515800 -0.5345813977 7.318124e-01
## 458 Valid -2.662482026 2.209601152 -0.5221859019 1.520504e-01
## 459 Valid -2.441916897 2.330384428 -0.6024075360 6.338557e-02
## 460 Outlier -2.164259706 2.388221975 -0.7566896401 -3.422581e-02
## 461 Outlier -1.868440645 2.315125605 -0.8818377349 -1.861247e-01
## 462 Outlier 0.052382725 0.374091373 -0.6549892563 2.202162e-01
## 463 Outlier 1.287110016 -4.134422166 -0.6209942028 1.541136e+00
## 464 Outlier 1.466776187 -6.523836337 -0.8589731309 1.902896e+00
## 465 Outlier 1.876565643 -8.437472088 -0.9633903106 1.693095e+00
## 466 Outlier 2.110099984 -9.216807604 -1.1140480134 1.585701e+00
## 467 Outlier 2.351275650 -9.301030700 -1.1869513640 1.304726e+00
## 468 Outlier 1.561696318 -11.367828349 -1.5212636240 -9.491162e-01
## 469 Outlier 0.852720113 -13.421876355 -1.7694984496 -1.146234e+00
## 470 Outlier 0.384147252 -15.078467838 -1.9330728742 2.703629e-01
## 471 Outlier 0.696837460 -14.693377949 -1.9074991957 3.382352e-01
## 472 Outlier 2.185219869 -11.744828928 -1.3599526241 -7.638614e-01
## 473 Outlier 2.155388898 -11.752516056 -1.5847628156 -4.283141e-01
## 474 Outlier 2.128136011 -10.963493824 -1.4418987723 6.698782e-02
## 475 Outlier 1.845548579 -8.566155443 -1.0173320320 4.566587e-01
## 476 Outlier 0.692645905 -5.274221691 -0.6539220379 1.743342e-01
## 477 Valid -3.001621379 0.140417725 -0.7352480544 -1.154074e+00
## 478 Valid -4.299934085 1.293182137 -0.8899559904 -9.336960e-01
## 479 Valid -5.008082065 1.577856385 -0.9474478375 -5.126576e-01
## 480 Valid -5.086633384 1.647342680 -0.9863491411 -4.789881e-01
## 481 Valid -4.984990343 1.602036005 -1.0929278305 -2.946271e-01
## 482 Valid -5.136810354 1.552983865 -1.0133253786 -2.688980e-01
## 483 Valid -5.365965157 1.521398643 -1.0274007239 -3.250160e-01
## 484 Valid -5.693594454 1.601454114 -1.0566910678 -2.773108e-01
## 485 Valid -5.859839383 1.538835565 -0.9826478571 1.048215e-01
## 486 Valid -5.837742526 1.684403782 -1.0965981107 3.900250e-01
## 487 Valid -4.822921389 1.594783226 -0.8411207121 1.118905e-01
## 488 Valid -5.411810661 1.179086005 -0.9467174572 -4.478131e-01
## 489 Valid -5.222508564 1.279881385 -0.8413479124 -1.622322e-01
## 490 Valid -5.205236934 1.051170779 -0.7267606022 -1.516869e-01
## 491 Valid -5.607752623 0.943324154 -0.7458406202 -3.017471e-01
## 492 Valid -4.524550061 1.274754533 -0.6934998046 -2.991805e-01
## 493 Valid -4.886849366 1.553963263 -1.0546442532 -2.369756e-01
## 494 Valid -5.379935795 1.609432561 -1.0728003198 6.954137e-02
## 495 Valid -5.662493019 1.216917073 -0.9798852715 2.644023e-01
## 496 Valid -5.913481576 0.838923294 -0.7708507926 3.550616e-01
## 497 Valid -6.834707151 0.578320222 -0.8424985643 4.654323e-01
## 498 Valid -6.897744290 0.914686820 -1.0777506482 4.541276e-01
## 499 Valid -6.138344396 1.438035567 -1.1983788791 2.378419e-01
## 500 Valid -4.932811443 1.503703082 -0.9091130382 -4.928565e-01
## 501 Valid -5.160208701 1.431185991 -0.9178513483 -5.994962e-01
## 502 Valid -4.958593024 1.477678754 -1.0785845638 -6.474494e-01
## 503 Valid -2.665000051 1.992441968 -0.9221304829 -2.437267e+00
## 504 Valid -1.460190115 2.368927111 -0.6881574980 -3.008716e+00
## 505 Valid 1.894662428 2.984604766 -0.4004570181 -1.057346e+00
## 506 Valid 2.098648023 2.770651970 -0.5774738792 7.619181e-02
## 507 Valid 2.250135494 3.070916440 -0.7517952083 1.535119e-01
## 508 Valid 2.465947381 3.237745498 -0.6822636740 8.485289e-04
## 509 Valid 1.029965205 2.891054876 -0.5143723419 -2.814090e-01
## 510 Valid 1.079595469 2.989962609 -0.6454704959 1.216140e-01
## 511 Valid 1.506083649 3.067016087 -0.7498375076 2.734759e-01
## 512 Valid 1.785901662 3.060179541 -0.6697590171 4.694427e-01
## 513 Valid -9.179383670 -0.543598626 -0.2244749312 1.138631e-01
## 514 Valid -8.068409872 0.232359005 -0.7114251621 4.682290e-02
## 515 Valid -6.522458932 0.908221162 -0.9598325647 4.456981e-01
## 516 Valid -6.405325934 0.891870335 -0.9297818183 7.946360e-01
## 517 Valid -6.270338749 1.052221778 -0.9593890150 1.241059e+00
## 518 Valid -3.640956368 2.009458617 -0.8480697082 6.179067e-01
## 519 Valid -2.525858917 2.169681516 -0.6647508549 8.248198e-02
## 520 Outlier -2.011274659 1.888149178 -0.7890625193 9.941131e-02
## 521 Outlier 1.850905581 -9.105818269 -1.1195568359 1.696453e+00
## 522 Outlier 1.899479753 -11.272646451 -1.1217786055 1.069149e+00
## 523 Outlier 2.027167854 -12.264984525 -1.1262541819 6.346880e-01
## 524 Outlier 1.978184389 -12.414445830 -1.3245729292 5.676105e-01
## 525 Outlier 2.052470421 -10.738087683 -1.3389130118 -6.345422e-01
## 526 Outlier 1.449417152 -11.985548453 -1.5574307456 -1.559466e+00
## 527 Outlier 0.722511186 -13.664019592 -1.7866212692 -1.441320e+00
## 528 Outlier 0.210109349 -15.249485444 -1.9240841415 -6.370008e-01
## 529 Outlier 0.687762464 -15.023718496 -1.9077625377 -8.880762e-02
## 530 Outlier 1.079166483 -14.260643124 -1.8677530221 -2.822591e-01
## 531 Outlier 1.387264681 -13.253629302 -1.7487956234 -4.356002e-01
## 532 Outlier 1.988938348 -11.581021806 -1.5488160146 1.853874e-01
## 533 Outlier 2.269591509 -11.279266214 -1.4542585471 1.540377e-01
## 534 Outlier 2.018016922 -11.328868230 -1.5454829482 -1.956472e-01
## 535 Outlier 0.984018653 -5.270906556 -0.6945573418 1.429975e-01
## 536 Outlier -0.826670427 -2.094496048 -0.5086735845 -8.668982e-01
## 537 Valid -2.776348290 0.461076935 -0.7022998865 -1.264923e+00
## 538 Valid -4.722023821 1.786218480 -1.0733230553 -1.112991e-01
## 539 Valid -4.938352352 1.538281944 -0.9272846397 -1.203303e-01
## 540 Valid -6.081069532 1.381172550 -1.1535340230 2.851719e-01
## 541 Valid -6.161182378 1.520320744 -1.1817299768 4.285369e-01
## 542 Valid -5.386092822 1.600097883 -1.0768951318 -1.209134e-01
## 543 Valid -4.929658677 1.551363457 -0.8206629774 3.635625e-01
## 544 Valid -4.757860802 1.530266944 -0.6934848930 3.071464e-01
## 545 Valid -4.889216266 1.408733064 -0.8055184434 -1.647144e-01
## 546 Valid -4.881993300 1.415844406 -0.9260995707 -5.955504e-01
## 547 Valid -4.895310477 1.225402618 -0.9080466397 -3.719881e-01
## 548 Valid -4.983178404 1.224948197 -0.8098930144 -1.106514e-01
## 549 Valid -5.203440392 0.980182951 -0.6719113867 -1.590927e-01
## 550 Valid -5.215798012 0.981105305 -0.6978021438 -4.374643e-02
## 551 Valid -4.562218220 1.675273301 -1.0078876410 9.369375e-02
## 552 Valid -6.503468037 1.097682507 -1.0013390688 9.152209e-01
## 553 Valid -6.622203355 0.766965114 -0.8664975438 6.776955e-01
## 554 Valid -6.818576622 0.727382791 -1.1778028328 -5.243275e-01
## 555 Valid -6.608035633 1.207955895 -1.3666829358 -8.582532e-01
## 556 Valid -4.222095658 1.979918400 -1.0148759275 -1.135235e+00
## 557 Valid -3.386501940 1.860109425 -0.7630290625 -1.605418e+00
## 558 Valid -2.606028700 2.070927344 -0.7897107480 -2.818832e+00
## 559 Valid -1.175457385 2.374912702 -0.7057546285 -3.500395e+00
## 560 Valid 0.522039538 2.710118799 -0.5984245198 -3.804450e+00
## 561 Valid 2.487253202 3.429468423 -0.4882339757 -1.843705e+00
## 562 Valid 2.883785963 3.410272706 -0.5074818804 -9.426900e-01
## 563 Valid 3.063484082 3.326587359 -0.5581643637 -8.402258e-01
## 564 Valid 2.648331188 3.100115380 -0.5139552553 -1.157922e+00
## 565 Valid 2.523202351 3.226049118 -0.6322265240 -6.716360e-01
## 566 Valid 2.643006205 3.534581961 -0.6735364670 -6.440504e-01
## 567 Valid 2.456532302 3.325679624 -0.5012387149 -8.478229e-01
## 568 Valid 1.289689774 2.933865558 -0.5039754455 -2.496604e-01
## 569 Valid 2.650002627 3.124105602 -0.5224486194 -1.602920e+00
## 570 Valid 2.301433832 3.063078678 -0.5308225723 -1.249669e+00
## 571 Valid -9.682354491 -0.825089676 -0.0317536379 -8.947129e-02
## 572 Valid -8.318731587 0.498488064 -0.8489359645 1.878192e-01
## 573 Valid -7.314395191 0.921570289 -0.9110823059 3.595197e-01
## 574 Valid -6.950827961 0.893326005 -0.8941273032 2.113768e-01
## 575 Valid -7.070219172 0.750768901 -0.8808932541 3.349658e-01
## 576 Valid -6.015463495 1.468423310 -1.2635112203 1.144367e+00
## 577 Valid -4.732489582 1.948540252 -1.2055988047 9.981081e-01
## 578 Valid -3.156819152 2.005337683 -1.0764753358 3.709191e-01
## 579 Outlier -0.729218832 -0.946789813 -0.8554837426 2.089771e-01
## 580 Outlier -0.002315335 -3.094371673 -0.9191119370 7.831050e-01
## 581 Outlier 0.599101021 -5.127814508 -1.2110808919 1.466166e+00
## 582 Outlier 1.526520388 -10.743672335 -1.3837816942 1.350097e+00
## 583 Outlier 1.847859462 -11.895319545 -1.3268398352 5.618389e-01
## 584 Outlier 2.094870515 -11.996495705 -1.5622379712 2.247536e-01
## 585 Outlier 2.258241740 -10.860459984 -1.3964503864 3.797032e-01
## 586 Outlier 0.782643381 -14.125386187 -1.7936092048 -1.243137e+00
## 587 Outlier 0.866177753 -14.816497026 -1.8355766017 -6.685896e-01
## 588 Outlier 1.995805635 -12.346080624 -1.5776841020 -3.322236e-01
## 589 Outlier 2.561579474 -11.232836085 -1.4360330541 -3.049473e-01
## 590 Outlier 2.514349133 -10.989799994 -1.5076821302 -3.274478e-01
## 591 Outlier 2.366274671 -10.997202024 -1.5187877940 -3.463866e-01
## 592 Outlier -0.671253539 -1.288560474 -0.6240739342 -4.184217e-01
## 593 Valid -2.926449818 1.017447193 -0.8313009615 -7.125069e-01
## 594 Valid -4.937159641 1.352768248 -1.0301295178 3.748686e-01
## 595 Valid -5.339498161 1.439515633 -0.9436857968 3.641369e-01
## 596 Valid -5.893250699 1.394879367 -1.0067242595 3.312161e-01
## 597 Valid -6.321231699 1.267447800 -1.2187746969 3.550574e-01
## 598 Valid -6.496954602 1.287332259 -1.2603740000 3.956572e-01
## 599 Valid -6.573151654 1.228288072 -1.2397017714 3.646938e-01
## 600 Valid -6.010242465 1.496974274 -1.1826595025 -1.071841e-01
## 601 Valid -5.507170346 1.635517653 -1.0112428133 -9.010405e-02
## 602 Valid -5.382539373 1.427322390 -0.9174686029 1.950465e-01
## 603 Valid -5.182353112 1.387411537 -0.8402707596 3.416780e-01
## 604 Valid -4.973042163 1.329355240 -0.8999063552 2.633774e-01
## 605 Valid -4.738861161 1.339894937 -0.9072768481 -1.673406e-02
## 606 Valid -5.063876445 1.303231059 -0.8220357667 5.628469e-02
## 607 Valid -5.026870427 1.132169244 -0.7094238076 2.960172e-02
## 608 Valid -5.430061219 1.088155587 -0.7138122357 9.505379e-02
## 609 Valid -5.433552372 1.256360823 -0.9272270659 4.156703e-01
## 610 Valid -5.042029616 1.429117045 -0.9758577308 7.457532e-01
## 611 Valid -6.836388932 1.327540716 -1.2783217741 7.239879e-01
## 612 Valid -6.823650996 1.148140998 -1.1078848627 1.055379e-01
## 613 Valid -5.070842969 1.504587293 -1.2742769553 -2.393252e+00
## 614 Valid -4.217351606 1.979522716 -1.2564658924 -3.180723e+00
## 615 Valid -0.353330199 2.501675258 -0.3884609332 -3.478125e+00
## 616 Valid 3.793790906 3.553440022 -0.4018953350 -1.676510e+00
## 617 Valid 4.235566235 3.514892837 -0.3286750313 -7.028224e-01
## 618 Valid 3.078443827 2.959789510 -0.3531681077 7.395106e-01
## 619 Valid 3.770995674 3.273207694 -0.3094776704 -3.981258e-01
## 620 Valid 3.713072312 3.340939390 -0.3223943493 -1.022730e+00
## 621 Valid 3.336963877 3.309510648 -0.4269334823 -8.410676e-01
## 622 Valid 2.651778326 3.324598827 -0.6083495626 2.854045e-02
## 623 Valid 2.500482601 3.247322920 -0.5647283277 8.944528e-01
## 624 Valid 2.080732423 2.955782717 -0.2917048841 3.889930e-02
## 625 Valid 1.851716167 2.846243454 -0.2101990753 -6.075739e-01
## 626 Valid 2.113461910 3.018533331 -0.2207389997 -1.023919e+00
## 627 Valid 3.141854814 3.463163893 -0.4293438240 -1.227088e+00
## 628 Valid 4.036722297 3.514304044 -0.3660288288 -1.585589e+00
## 629 Valid -9.315068143 -0.288349051 -0.3423194038 -7.292701e-01
## 630 Valid -8.119098372 0.780860265 -1.0308439239 -5.264000e-01
## 631 Valid -7.146364749 1.047755603 -0.9914141285 -4.434449e-01
## 632 Valid -6.605301123 0.944323940 -0.8844755173 -6.214490e-01
## 633 Valid -6.756252497 0.789751516 -0.8344706390 -7.453295e-01
## 634 Valid -7.135282305 0.786248363 -0.9745476130 -6.661422e-01
## 635 Valid -6.604014101 1.327214098 -1.4737104067 3.519517e-02
## 636 Valid -5.449532396 1.754838285 -1.3767512959 4.932583e-01
## 637 Valid -3.544646705 1.571376459 -1.4128920668 5.122622e-01
## 638 Outlier -1.407583008 -0.551960098 -1.2414015705 2.756330e-01
## 639 Outlier 0.438916894 -4.109877866 -1.2972054042 4.763755e-01
## 640 Outlier 1.335290634 -7.596176319 -1.3324055209 1.061699e+00
## 641 Outlier 1.531183064 -9.968072199 -1.6210514767 1.212230e+00
## 642 Outlier 1.422767169 -11.454722646 -1.7413622202 6.403193e-01
## 643 Outlier 1.377631463 -12.565244124 -1.7283148694 -1.494152e-02
## 644 Outlier 1.524277391 -12.837470188 -1.5589698468 -2.297340e-01
## 645 Outlier 1.476221822 -13.194601991 -1.3700174810 2.187478e-01
## 646 Outlier 1.577771550 -13.073164021 -1.6343157418 -3.430979e-02
## 647 Outlier 2.040372192 -12.489005967 -1.5290738331 8.028725e-03
## 648 Outlier 2.280082787 -11.677700152 -1.3042859160 2.974180e-01
## 649 Outlier 2.427953300 -10.579490535 -1.2913376319 -6.619714e-03
## 650 Outlier 2.166753783 -10.728015417 -1.2857766808 -8.195143e-01
## 651 Outlier 1.536500705 -12.432194678 -1.4548354256 -1.384426e+00
## 652 Outlier 1.073784553 -14.574454617 -1.6422019687 -2.184045e-01
## 653 Outlier 1.311715328 -13.980603457 -1.6582474732 2.449093e-01
## 654 Outlier 1.990372479 -12.540053183 -1.4930110970 1.042513e-01
## 655 Outlier 2.341863738 -11.896105316 -1.4476958154 -3.252948e-01
## 656 Outlier 2.714799652 -11.293351969 -1.3575230957 -5.413314e-01
## 657 Outlier 2.675665641 -10.708132035 -1.3453109843 -5.434309e-01
## 658 Outlier 2.544531939 -10.724332594 -1.3738547168 -5.991159e-01
## 659 Outlier 2.491825562 -10.701281499 -1.3201754727 -4.177665e-01
## 660 Outlier 2.689234275 -10.534122849 -1.2582377626 -2.133606e-01
## 661 Outlier 2.772225473 -9.727338579 -1.0217725770 9.408863e-02
## 662 Outlier 2.407781585 -7.462338892 -0.7211042587 1.462052e-01
## 663 Outlier 0.998542775 -3.646056899 -0.5564178422 -3.168390e-01
## 664 Valid -3.296535125 1.313379575 -0.7479648398 -9.679364e-01
## 665 Valid -4.999885844 1.355279440 -1.0395703106 2.989228e-02
## 666 Valid -5.213629226 1.431469364 -1.1262453588 7.511358e-02
## 667 Valid -5.825346779 1.338579327 -1.1313805677 -5.565620e-01
## 668 Valid -6.694369878 1.241507425 -1.1870834086 -1.218647e-01
## 669 Valid -6.754894784 1.227843068 -1.2995345609 -1.487626e-01
## 670 Valid -6.025125024 1.448480759 -1.2634318273 1.894940e-01
## 671 Valid -5.950180040 1.447413256 -1.1671265371 6.298571e-01
## 672 Valid -5.812528824 1.442981356 -1.0108651489 5.717764e-01
## 673 Valid -5.438324258 1.402020645 -0.8691123077 4.845597e-01
## 674 Valid -5.286714227 1.342351968 -0.8809308808 2.619623e-01
## 675 Valid -6.085648164 1.316517403 -1.1417324308 1.003784e+00
## 676 Valid -6.602610159 1.217467297 -1.0778268197 1.109274e+00
## 677 Valid -6.919349393 1.378749426 -1.2091406692 4.831927e-01
## 678 Valid -6.790095760 1.318116591 -1.1091874017 -8.605181e-01
## 679 Valid -2.302844657 2.201934722 -0.6702624493 -4.350028e+00
## 680 Outlier 0.355631006 2.987762727 -0.6373429743 -4.633275e+00
## 681 Outlier 1.344285378 3.221828339 -0.5589398272 -4.069914e+00
## 682 Outlier 3.353925812 3.403491777 -0.1863654831 -3.078642e+00
## 683 Outlier 3.799231329 3.367104852 -0.1218642083 -2.706075e+00
## 684 Valid 4.103719040 3.420757432 -0.2023985266 -1.951368e+00
## 685 Valid 4.780903924 3.604072708 -0.2441475948 -1.068079e+00
## 686 Valid 5.212123179 3.779027914 -0.3208762586 -2.729164e-01
## 687 Valid 4.740500894 3.487268763 -0.2538430513 2.364696e-01
## 688 Valid 2.434418472 2.688004825 -0.3992974947 1.132518e+00
## 689 Valid 1.846719468 3.048068937 -0.6613689214 9.491593e-01
## 690 Valid 1.643990143 2.908418381 -0.7723540971 1.065045e+00
## 691 Valid 1.908258735 3.023349476 -0.5073292893 2.087203e-01
## 692 Valid 2.442086727 3.130568773 -0.4246817141 -8.795380e-01
## 693 Valid 3.298445460 3.425337365 -0.2283349642 -1.178919e+00
## 694 Valid 4.359924274 3.770126647 -0.3964133094 -6.053286e-01
## 695 Valid 5.357835549 3.843156843 -0.3242634156 -1.509497e-01
## 696 Valid -8.402315518 0.411710834 -0.6075776756 -1.216785e+00
## 697 Valid -7.158809732 0.976866384 -0.8845031168 -1.222051e+00
## 698 Valid -6.038494043 0.967262144 -0.5924907719 -6.324440e-01
## 699 Valid -6.250227950 0.994824006 -0.6769079361 -6.401959e-01
## 700 Valid -6.473517880 1.311408585 -1.3085783146 -6.485773e-01
## 701 Valid -5.417948225 1.623881976 -1.3594438638 -5.960451e-01
## 702 Valid -3.533919198 1.493317923 -1.4307094798 -1.866226e-01
## 703 Outlier -0.993477750 -1.069244770 -1.4036733869 9.193562e-03
## 704 Outlier 1.041387106 -5.798384977 -1.5000300851 2.223296e-01
## 705 Outlier 1.890901543 -10.265048024 -1.5754424178 1.785230e-01
## 706 Outlier 1.469120379 -12.940059483 -1.8252735267 2.558941e-02
## 707 Outlier 1.341319615 -13.376322384 -1.6839672181 4.545991e-01
## 708 Outlier 1.211565730 -13.527813509 -1.5686788169 5.658212e-01
## 709 Outlier 1.196475208 -13.288605880 -1.8898075377 6.746740e-01
## 710 Outlier 1.515449198 -12.834555284 -1.8830301139 4.727035e-01
## 711 Outlier 2.251512393 -11.109477792 -1.2887159730 4.489924e-01
## 712 Outlier 2.363260536 -10.003097129 -1.1635578292 -2.637678e-01
## 713 Outlier 2.077021639 -10.555083005 -1.3679624225 -9.823219e-01
## 714 Outlier 1.169106157 -13.897024280 -1.7493618485 -2.273372e-01
## 715 Outlier 1.440776600 -13.295099843 -1.6321525200 -1.029036e-02
## 716 Outlier 2.002918296 -12.512510374 -1.5127820755 4.409153e-02
## 717 Outlier 2.551998132 -11.733093271 -1.4352982270 1.066412e-01
## 718 Outlier 2.870378997 -11.113100910 -1.2905020795 2.128194e-01
## 719 Outlier 2.786673441 -10.476908008 -1.2980158235 -4.098092e-02
## 720 Valid -1.946348516 0.319335101 -0.4666515140 -6.546889e-01
## 721 Valid -3.891959398 1.273524898 -0.6585740975 -7.066657e-01
## 722 Valid -5.047026600 1.175946248 -0.9029840209 -2.314743e-01
## 723 Valid -5.376022823 1.612281558 -1.2244104044 -4.759445e-01
## 724 Valid -6.286598939 1.267544930 -1.1760698157 -5.325232e-01
## 725 Valid -6.556301880 1.329237672 -1.2215756364 -3.254280e-01
## 726 Valid -6.391232531 1.386322345 -1.1954897956 1.524027e-01
## 727 Valid -6.482629354 1.315271095 -1.2121249429 5.923199e-01
## 728 Valid -6.543014486 1.301074529 -1.3309145640 5.166850e-01
## 729 Valid -6.392685953 1.309764255 -1.1601396913 4.105320e-01
## 730 Valid -5.593142523 1.546655408 -1.1546023514 8.312158e-02
## 731 Valid -5.715922751 1.428284367 -1.1161989574 -4.617604e-02
## 732 Valid -6.081372672 1.383694942 -1.1488675486 1.563214e-01
## 733 Valid -6.592576662 1.129901567 -1.2083522595 3.341306e-01
## 734 Valid -6.977772550 0.916481024 -1.0390021046 -2.753357e-01
## 735 Valid -6.159633617 1.449948527 -1.0654168752 -1.445339e+00
## 736 Valid -4.344703716 2.000633747 -0.9749418069 -2.964820e+00
## 737 Outlier 1.107215431 3.078689154 -0.3051383234 -5.440759e+00
## 738 Outlier 3.345677459 3.752784366 -0.0647099890 -5.659123e+00
## 739 Outlier 5.248573368 4.044710140 0.0564272026 -3.716845e+00
## 740 Outlier 5.456446549 3.968957492 -0.0568338872 -2.489066e+00
## 741 Outlier 5.853452184 3.903718287 -0.0588316569 -1.677534e+00
## 742 Valid 6.046221724 3.447665983 0.0476587258 -1.121234e+00
## 743 Valid 5.728268202 3.475135521 -0.0150312510 -4.108177e-01
## 744 Valid 4.767847509 3.388828413 -0.1719986685 -5.899767e-02
## 745 Valid 3.390080617 2.771452721 -0.1614564277 -6.671435e-01
## 746 Valid 3.511123711 3.302915771 -0.2336111094 4.173544e-01
## 747 Valid 3.866813499 3.180098727 -0.2996206162 9.938751e-01
## 748 Valid 2.109559754 2.728169847 -0.6383427617 4.179517e-01
## 749 Valid 1.522891851 2.747745008 -0.6114616109 -2.756567e-01
## 750 Valid 1.491317645 2.793883084 -0.7174314203 -6.219362e-01
## 751 Valid 2.239566621 3.178225482 -0.5338127487 -5.027590e-01
## 752 Valid 4.046434329 3.814351710 -0.3666080748 -3.297178e-01
## 753 Valid 4.692825122 3.909316384 -0.3789415202 -1.153277e-01
## 754 Valid 5.249990305 3.941362309 -0.4167932068 2.041066e-01
## 755 Valid 5.534910263 3.876089531 -0.4005507469 3.942822e-01
## 756 Valid -6.250192816 1.005868859 -0.7611651034 -4.260150e-01
## 757 Valid -5.882558094 0.900077605 -0.5243234427 3.397474e-03
## 758 Valid -5.712551194 0.897157082 -0.5604415273 3.053810e-01
## 759 Valid -6.447236855 1.245226894 -1.1028775998 2.295792e-01
## 760 Valid -4.674007903 1.681229504 -1.2318201375 -7.592398e-01
## 761 Outlier 0.530447476 -4.159049565 -1.4272600434 -6.332354e-01
## 762 Outlier 1.383421325 -12.258555672 -1.6284149311 -4.446957e-02
## 763 Outlier 1.051922603 -13.283629209 -1.7079650064 5.959956e-01
## 764 Outlier 0.979100860 -13.681669016 -1.8032971891 7.329057e-01
## 765 Outlier 1.225470694 -12.967367698 -1.8786630566 2.512795e-01
## 766 Outlier 1.648983719 -12.316966500 -1.7395166554 3.031776e-01
## 767 Outlier 1.931133301 -11.463079662 -1.4895945497 3.613984e-01
## 768 Outlier 2.363195874 -9.811369650 -1.2329360620 2.109360e-01
## 769 Outlier 2.506337680 -9.186660275 -1.2220975414 -6.441012e-01
## 770 Outlier 1.511447659 -12.505827964 -1.6059386053 -1.411923e+00
## 771 Outlier 2.745327512 -11.098218189 -1.3927943848 -4.706105e-02
## 772 Outlier 2.936391801 -10.018268998 -1.3025836822 -3.182078e-01
## 773 Outlier 2.909875445 -9.823558311 -1.2181753427 -3.822465e-01
## 774 Outlier 2.810087896 -9.920950693 -1.1993317313 -5.410595e-01
## 775 Outlier 2.567121860 -10.427743816 -1.3574023278 -2.971935e-02
## 776 Outlier 2.495779964 -10.287994701 -1.4522816076 4.949577e-01
## 777 Outlier 2.389195681 -8.596752059 -1.2089157623 8.392647e-01
## 778 Outlier 1.331176878 -5.357369419 -0.8238580979 6.392652e-01
## 779 Valid -2.927417443 0.796756175 -0.6250672319 -3.303556e-01
## 780 Valid -4.673761834 1.348270810 -0.7999770846 -1.928682e-01
## 781 Valid -5.348176129 1.313466541 -0.9544699316 1.624954e-01
## 782 Valid -5.015903514 1.660402649 -1.1148826429 -9.169538e-02
## 783 Valid -5.386869822 1.629926159 -1.1329321675 -2.896827e-01
## 784 Valid -5.985398552 1.386763610 -1.1687310144 -2.268785e-01
## 785 Valid -6.432788204 1.178399293 -1.0817329913 1.408167e-01
## 786 Valid -6.905313030 1.223060702 -1.2237375375 2.884669e-01
## 787 Valid -6.465540136 1.225823489 -0.9392032041 4.535532e-01
## 788 Valid -6.194925184 1.124622708 -0.7565569907 2.751878e-01
## 789 Valid -6.143149865 1.269569899 -0.9527450242 1.648123e-01
## 790 Valid -5.890948164 1.367708979 -1.1046709266 3.570930e-02
## 791 Valid -5.728874507 1.564707559 -1.2452983010 -1.089161e-02
## 792 Valid -6.045523394 1.569102983 -1.2594530289 -2.202397e-01
## 793 Valid -6.178883047 1.365318198 -1.2951459250 -7.901616e-01
## 794 Valid -4.906791351 1.362424709 -0.9878956331 -2.770698e+00
## 795 Valid -3.249579090 2.154090335 -1.0150366752 -3.508875e+00
## 796 Outlier 3.087013582 4.173203111 -0.6452004333 -4.303825e+00
## 797 Outlier 6.117761361 4.664195920 0.0218042339 -3.878159e+00
## 798 Outlier 8.113001012 4.538417967 0.1178810018 -9.553080e-01
## 799 Outlier 7.672736861 4.194762282 -0.1514382672 -8.522715e-01
## 800 Outlier 7.473986431 4.009733714 -0.2680493848 -7.225317e-01
## 801 Outlier 7.827033286 3.991716924 -0.1426348437 -6.240938e-01
## 802 Outlier 8.019933295 3.790403161 0.1114929870 -5.865738e-01
## 803 Outlier 7.491989771 3.462030691 0.1906092993 -6.683949e-01
## 804 Valid 6.497264432 3.250461124 0.1127294360 -1.963334e-01
## 805 Valid 5.544539427 3.344001877 -0.0946138563 8.453050e-03
## 806 Valid 4.893591095 3.380060589 -0.1556776496 -2.568202e-01
## 807 Valid 4.038410492 3.178869992 -0.1562975178 -1.089021e+00
## 808 Valid 2.528374281 2.915039158 -0.2640611141 8.537487e-02
## 809 Valid 2.379623620 2.866537671 -0.2271969452 1.526259e+00
## 810 Valid 1.880408840 2.575768477 -0.6606926445 7.704507e-02
## 811 Valid 2.387131889 3.065315960 -0.7512474171 -1.363578e+00
## 812 Valid 3.854522995 3.822392411 -0.5590024286 -7.482362e-01
## 813 Valid 4.892045161 3.820209763 -0.4430210034 4.899539e-01
## 814 Valid 4.806740819 3.831474651 -0.5442130930 7.633288e-01
## 815 Valid -7.036047869 1.116778900 -1.1454074176 -5.201717e-02
## 816 Valid -6.202598538 1.111252470 -0.8790806495 5.276449e-01
## 817 Valid -6.574139167 0.960493789 -0.7654866040 9.279311e-01
## 818 Valid -7.168157538 1.352737982 -1.3860125222 6.926269e-01
## 819 Valid -5.416230225 1.457095884 -1.2609679224 -2.590608e-01
## 820 Outlier -2.948943048 2.056782328 -1.1073663343 -1.510594e-01
## 821 Outlier -1.676372846 1.505311941 -1.0623834516 3.943570e-02
## 822 Outlier 0.931084420 -12.796679515 -1.6499962919 -3.601862e-01
## 823 Outlier 0.733452691 -14.237630479 -1.6530511966 -4.400823e-03
## 824 Outlier 0.587964342 -14.354140752 -1.7721913480 1.255387e-01
## 825 Outlier 1.018851255 -13.107379763 -1.7840221460 -2.937372e-01
## 826 Outlier 1.159982817 -12.677578648 -1.8696959008 -1.239970e-01
## 827 Outlier 2.095303057 -10.597619803 -1.3926992934 4.658764e-01
## 828 Outlier 2.559751795 -9.414602287 -1.3638408807 3.563173e-01
## 829 Outlier 2.567677794 -9.339582897 -1.3417944429 -7.500194e-01
## 830 Outlier 1.758899830 -12.044654500 -1.5290094624 -1.318060e+00
## 831 Outlier 1.779833177 -12.535374581 -1.5947083168 -2.846040e-01
## 832 Outlier 2.007841330 -12.281751406 -1.5071653843 5.340722e-02
## 833 Outlier 2.459481133 -11.422521821 -1.5702548979 -3.176587e-01
## 834 Outlier 2.884202182 -10.694287828 -1.4396793767 -6.327582e-01
## 835 Outlier 3.149923364 -10.056682998 -1.3737388060 -8.010538e-01
## 836 Outlier 3.238824638 -9.599059001 -1.2602902539 -7.573933e-01
## 837 Outlier 3.238813465 -9.282986117 -1.2185869997 -7.188724e-01
## 838 Outlier 3.157357361 -9.332858239 -1.1890875475 -6.473735e-01
## 839 Outlier 2.363391921 -10.326723766 -1.7822195864 -4.032889e-01
## 840 Outlier 2.306784174 -9.811024323 -1.6497461416 -4.274781e-02
## 841 Valid -3.334504121 0.297448478 -0.6590306842 -1.025430e+00
## 842 Valid -4.792786176 1.214034330 -0.8770378167 -7.817089e-01
## 843 Valid -5.301378541 1.538802336 -1.2020481262 3.426979e-01
## 844 Valid -6.325933928 1.339702413 -1.1657950448 1.040044e-01
## 845 Valid -6.766985626 1.030822612 -0.9812001690 -1.883314e-01
## 846 Valid -7.021139653 0.936755250 -1.1943395965 -6.934884e-02
## 847 Valid -7.145117266 0.886961855 -1.3222757038 9.276309e-02
## 848 Valid -7.162601089 0.870976681 -1.1783116164 3.335783e-01
## 849 Valid -6.854827585 0.823681112 -0.9679314040 5.399010e-01
## 850 Valid -6.676077384 0.775425922 -0.8366387180 7.704712e-01
## 851 Valid -6.407765899 0.990572220 -1.0271155029 6.266718e-01
## 852 Valid -6.159991025 1.177650543 -1.1093649074 4.655373e-01
## 853 Valid -5.719211322 1.698509175 -1.0936415688 -7.381025e-02
## 854 Valid -4.633098690 1.620592611 -0.9536216886 -1.987595e+00
## 855 Valid -3.510922284 1.520028429 -0.7835759010 -2.611138e+00
## 856 Valid -0.258137791 2.785819123 -0.8575574824 -2.251833e+00
## 857 Outlier 5.904384370 4.797289809 -0.5109940121 -6.002163e-01
## 858 Outlier 8.464368744 4.449244831 -0.2489208584 -1.617961e-01
## 859 Outlier 8.174642293 3.970641782 -0.2210687283 -1.240219e-01
## 860 Outlier 7.948389993 3.399186968 0.0075622221 -2.008419e-01
## 861 Outlier 7.266929000 3.292857248 0.0372520548 -9.785931e-01
## 862 Valid 3.293423474 3.122597042 -0.1182691775 -6.789357e-01
## 863 Valid 2.308738401 2.744870611 -0.1467872487 -3.290154e-01
## 864 Valid 1.875479626 2.662690100 -0.4666220064 -4.322918e-01
## 865 Valid 3.592456774 3.192489014 -0.4811841565 -1.520791e+00
## 866 Valid 4.306738523 3.390567362 -0.3454974397 -1.477963e+00
## 867 Valid 4.683221549 3.687179814 -0.2787011262 -1.197163e+00
## 868 Valid 4.831603759 3.779969786 -0.2114519860 -9.161332e-01
## 869 Valid 4.856331473 3.828330549 -0.2142539126 -4.057747e-01
## 870 Valid 4.626883537 3.675490532 -0.3386911858 -8.508006e-02
## 871 Valid -7.244357079 1.224984557 -1.5130683160 1.167108e-01
## 872 Valid -7.048146460 0.976263620 -1.0066937087 7.745646e-01
## 873 Valid -7.446540774 0.767432448 -1.0707246848 7.329357e-01
## 874 Valid -4.446023968 1.763385632 -1.2969004800 -1.092710e+00
## 875 Outlier -3.122905242 2.016482458 -1.0254761312 -8.221577e-01
## 876 Outlier -2.494340032 2.123309584 -1.1335028840 -3.899560e-01
## 877 Outlier -1.855408508 2.177105836 -1.0553760807 3.760222e-02
## 878 Outlier 0.121035858 -1.379813351 -1.1191682673 -1.022105e+00
## 879 Outlier 0.692475031 -6.180392455 -1.4999852715 -1.709061e+00
## 880 Outlier 0.939560692 -10.853286286 -1.5818259121 -1.643852e+00
## 881 Outlier 0.927077036 -13.743508221 -1.5836686295 -8.610871e-01
## 882 Outlier 0.715268741 -14.465908551 -1.5030929184 -5.512783e-01
## 883 Outlier 0.626905635 -14.343888662 -1.6100685153 -3.496044e-01
## 884 Outlier 0.555730768 -14.112707203 -1.7965202377 -2.946886e-01
## 885 Outlier 0.842360696 -13.734856259 -1.7885661276 -2.420871e-01
## 886 Outlier 1.415874008 -12.986383375 -1.6072600680 -4.386499e-01
## 887 Outlier 1.498656257 -12.763299168 -1.6233354502 -5.096019e-01
## 888 Outlier 1.718745805 -12.315979632 -1.6485427106 -4.646080e-01
## 889 Outlier 1.854737689 -11.916286049 -1.7485833190 -3.170073e-01
## 890 Outlier 2.197723288 -11.225969415 -1.6218068743 3.434724e-02
## 891 Outlier 2.946384030 -9.055424982 -1.3715279691 6.866331e-02
## 892 Outlier 2.044070233 -11.841864286 -1.4513732571 -4.334825e-01
## 893 Outlier 3.331598067 -8.652293473 -1.3967543829 -1.790800e-01
## 894 Outlier 2.738147385 -9.725850591 -1.6255778877 -8.674971e-01
## 895 Outlier 2.648171596 -9.159624835 -1.3830502552 -5.504112e-01
## 896 Valid -3.701526073 1.229066601 -0.8394842000 -1.188492e+00
## 897 Valid -4.979342264 1.693957236 -1.1302769353 -3.066813e-01
## 898 Valid -5.909848875 1.517205780 -1.4677488648 5.475706e-01
## 899 Valid -6.680149620 1.355360122 -1.3183548668 3.109510e-01
## 900 Valid -7.256141715 1.045860271 -1.3816067092 4.962287e-02
## 901 Valid -7.273056527 0.951493707 -1.4747049573 -3.712882e-02
## 902 Valid -6.969133971 0.827506516 -1.1436780840 -2.453323e-01
## 903 Valid -6.935794242 0.774319749 -1.0448512422 -5.720689e-02
## 904 Valid -5.940238697 1.350510295 -1.1334765391 -5.144823e-01
## 905 Valid -5.178638115 1.759086940 -0.9728496634 -1.030135e+00
## 906 Valid -4.271672804 1.990616811 -0.9098118175 -1.673501e+00
## 907 Valid -2.973070490 2.250622682 -0.8877194346 -2.562687e+00
## 908 Valid -1.562671911 2.350425539 -0.8662808923 -2.847495e+00
## 909 Valid 0.899797717 2.521851307 -0.5957495069 -1.501025e+00
## 910 Valid 2.312146027 3.268719668 -0.6267960304 -1.020202e+00
## 911 Outlier 7.219869180 5.034537690 -0.3287860792 -1.644740e-01
## 912 Outlier 8.912611282 4.839336905 0.0476370338 5.448483e-01
## 913 Outlier 8.670242268 4.043009688 0.0041955110 8.182520e-01
## 914 Outlier 8.631725922 4.268303788 -0.2149970188 2.624692e-01
## 915 Outlier 8.514527919 4.004475478 -0.1747728516 -2.771296e-01
## 916 Outlier 8.043509283 3.168323579 -0.1813340406 5.751221e-01
## 917 Outlier 8.040639986 3.375923340 -0.2733858320 4.272338e-01
## 918 Outlier 7.890998564 3.639895384 -0.2424509786 -5.294085e-01
## 919 Outlier 7.428257596 3.822097412 -0.1598147892 -1.215325e+00
## 920 Valid 5.649367221 3.341022586 -0.1665300165 -4.511294e-01
## 921 Valid 4.054299156 2.934005261 -0.0537683456 -1.089694e+00
## 922 Valid 2.496417855 2.559776804 -0.1669198098 -1.889346e+00
## 923 Valid 2.909164825 2.882017426 -0.4463657880 -1.744696e+00
## 924 Valid 4.875863778 3.289656948 -0.4658976581 -1.142438e+00
## 925 Valid 5.430590894 3.343355947 -0.3257963574 -6.651633e-01
## 926 Valid 5.694604655 3.636756972 -0.2121205166 -4.339337e-01
## 927 Valid 5.430074768 3.553782558 -0.0046887449 -3.793112e-01
## 928 Valid -7.492972605 1.314814878 -1.5300613350 6.481021e-01
## 929 Valid -7.418447307 1.068760256 -1.3510065064 -8.028998e-01
## 930 Valid -6.661647719 1.247396307 -1.3973900336 -1.463696e+00
## 931 Valid -5.613032731 1.656163302 -1.5364706251 -2.263496e+00
## 932 Valid -2.998393952 2.062417415 -1.0594079661 -1.682562e+00
## 933 Outlier -2.352566872 1.981690539 -0.8362389536 -7.262574e-01
## 934 Outlier -2.010765279 1.997982548 -0.9577118576 -4.775873e-01
## 935 Outlier -1.250104036 2.304913315 -0.9383881307 -2.045288e-01
## 936 Outlier -0.486968570 1.438277255 -1.0364095110 -1.406170e-01
## 937 Outlier 0.385100473 -2.168566736 -1.4171290749 -8.314525e-01
## 938 Outlier 1.167421695 -7.381596704 -1.6115845524 -1.340472e+00
## 939 Outlier 1.376230161 -11.873932554 -1.5729746938 -1.344897e+00
## 940 Outlier 1.133400869 -13.794103027 -1.5134910741 -7.865005e-01
## 941 Outlier 0.939167801 -13.988571001 -1.6199079516 -7.478120e-01
## 942 Outlier 1.226240701 -13.477644772 -1.7667693331 -7.822460e-01
## 943 Outlier 1.597830585 -12.933850009 -1.5728890118 -2.716993e-01
## 944 Outlier 1.733953773 -12.756743123 -1.5281884408 -2.177942e-01
## 945 Outlier 2.293330421 -11.688806118 -1.5720413676 -3.693456e-01
## 946 Outlier 2.636860205 -10.972868599 -1.5897403109 -2.946119e-01
## 947 Outlier 3.010372748 -9.865563541 -1.3853699364 3.261835e-01
## 948 Outlier 3.238617411 -8.822044612 -1.2318560784 1.882794e-01
## 949 Outlier 2.416341705 -10.851701762 -1.3275517165 -1.123699e+00
## 950 Outlier 2.224047696 -12.084085793 -1.5000247192 -6.529692e-01
## 951 Outlier 2.888908027 -11.537285682 -1.4196938123 7.153523e-02
## 952 Outlier 3.443440707 -10.409113201 -1.3645052921 2.315835e-01
## 953 Outlier 3.672156303 -9.574335421 -1.3628128417 2.855020e-01
## 954 Outlier 3.466486010 -8.945874998 -1.3878205926 2.666473e-01
## 955 Outlier 3.619027482 -8.692751338 -1.2520012501 -1.421245e-01
## 956 Outlier 3.500179686 -8.629614510 -1.3089926226 -6.750232e-01
## 957 Outlier 3.012320256 -8.897507828 -1.4313125964 -7.595057e-01
## 958 Outlier 2.529287352 -6.910383953 -1.1478878145 -9.200416e-01
## 959 Outlier 1.535125839 -3.807915953 -0.9131950421 -7.980057e-01
## 960 Valid -2.836230116 1.413615297 -0.7690803569 -3.497695e-01
## 961 Valid -6.575466044 1.480208187 -1.6367346482 5.050297e-01
## 962 Valid -7.051728348 1.318992675 -1.3805492163 3.463383e-01
## 963 Valid -7.229661130 1.253694289 -1.4318207081 4.611345e-01
## 964 Valid -7.276944895 1.301524013 -1.5523107331 -1.864939e-01
## 965 Valid -6.521432763 1.080095995 -1.0781765702 -8.282399e-01
## 966 Valid -6.267859691 1.111713213 -0.9605757255 -1.343695e+00
## 967 Valid -5.491321490 1.449251806 -1.0876123242 -1.641043e+00
## 968 Valid -4.562244887 1.718071262 -1.0565279234 -2.059054e+00
## 969 Valid -3.391726949 2.203433345 -0.9138410863 -2.413577e+00
## 970 Valid -2.002958552 2.504592923 -0.7609271672 -2.765599e+00
## 971 Valid -0.182699892 2.956876136 -0.7557515207 -2.739945e+00
## 972 Valid 1.445792447 2.966541343 -0.5957717004 -2.552116e+00
## 973 Valid 2.584320535 2.902163652 -0.2992439740 -2.544834e+00
## 974 Outlier 4.463211394 3.530431298 0.0120013609 -2.429150e+00
## 975 Outlier 6.181583288 4.340991858 -0.0353577023 -1.980498e+00
## 976 Outlier 8.727570283 4.223066786 0.0528064583 -4.526507e-01
## 977 Outlier 8.449846047 3.538640674 -0.0389255747 6.123511e-01
## 978 Outlier 8.570634582 3.989029354 0.0142473896 3.261340e-01
## 979 Outlier 8.610854423 3.970523701 0.0805668593 -6.178791e-02
## 980 Outlier 7.806521823 2.754705450 -0.1549050785 -1.178091e-01
## 981 Outlier 8.055459954 3.826219696 -0.1914604648 2.401127e-01
## 982 Valid 6.543795017 3.104473234 -0.0800743535 -7.739172e-01
## 983 Valid 4.938734487 2.916654268 -0.2169858656 -7.943748e-01
## 984 Valid 4.747903559 2.512170717 -0.4549923752 -8.717204e-01
## 985 Valid 6.438266359 3.043814200 -0.0857235930 1.779956e-01
## 986 Valid 6.188856203 3.566700409 -0.0003804817 -2.467636e-01
## 987 Valid 5.604561801 3.435801132 0.0171484539 -8.617542e-02
## 988 Valid -7.571250020 1.136035493 -1.4391277159 -1.328942e-01
## 989 Valid -7.545339691 1.100484671 -1.3519146855 -1.088718e-01
## 990 Valid -7.087733833 1.167511103 -1.2298239352 -1.195915e+00
## 991 Outlier -1.679035114 2.239626702 -0.9944407993 -5.390534e-01
## 992 Outlier -1.154406685 2.413028898 -1.0152703081 -5.755618e-01
## 993 Outlier -0.470321277 2.244423737 -0.8072302261 -1.673757e-01
## 994 Outlier 0.159156906 0.300854518 -1.1095281166 -4.112320e-01
## 995 Outlier 0.911037328 -4.132600502 -1.4253143600 -7.439593e-01
## 996 Outlier 1.397254440 -9.318713793 -1.5836704851 -8.994932e-01
## 997 Outlier 1.321216999 -12.831035472 -1.6445265400 -4.365621e-01
## 998 Outlier 1.200777416 -13.668920993 -1.7287664488 -1.426857e-01
## 999 Outlier 1.248817495 -13.514802250 -1.8059911678 -2.226746e-01
## 1000 Outlier 1.601590255 -13.067556192 -1.5720027969 3.111736e-01
## 1001 Outlier 2.042655209 -12.616939977 -1.4792219338 1.894370e-01
## 1002 Outlier 2.201913178 -12.276923020 -1.5339363408 1.624188e-01
## 1003 Outlier 2.409068779 -11.615991519 -1.5236955864 6.628478e-02
## 1004 Outlier 2.996830323 -10.349027050 -1.3830847141 4.837553e-02
## 1005 Outlier 2.499546944 -11.059572147 -1.2882499400 -7.673984e-01
## 1006 Outlier 2.645578770 -11.658407255 -1.3257085033 2.342556e-01
## 1007 Outlier 3.297377180 -10.055279577 -1.4952148562 6.842269e-01
## 1008 Outlier 3.251938251 -9.515623106 -1.4723644532 2.039790e-01
## 1009 Outlier 3.393524130 -8.956118763 -1.3372188260 -2.046037e-01
## 1010 Outlier 3.709390884 -8.345946987 -1.2067547090 -3.702051e-01
## 1011 Outlier 3.792597626 -7.884377665 -1.1867142313 -4.063249e-01
## 1012 Outlier 3.252955160 -6.720207626 -1.1738455012 -8.713152e-01
## 1013 Outlier 2.730113471 -2.797438995 -0.7271984702 -2.208271e+00
## 1014 Outlier 1.970769398 -0.886977008 -0.5053435459 -1.884921e+00
## 1015 Valid 0.331305893 0.727198569 -0.3984959520 -1.228311e+00
## 1016 Valid -7.347087487 1.427274741 -1.6227742430 5.200099e-01
## 1017 Valid -7.529793021 1.287152550 -1.4551788764 2.557972e-01
## 1018 Valid -7.373445879 1.162467810 -1.3195343595 -6.688255e-02
## 1019 Valid -7.181546920 1.140225179 -1.3008709583 -4.180981e-01
## 1020 Valid -6.940769262 1.559037116 -1.4852070250 -9.217508e-01
## 1021 Valid -6.383734167 1.620644172 -1.4525011673 -1.189397e+00
## 1022 Valid -5.873015580 1.716345249 -1.3499508061 -1.232550e+00
## 1023 Valid -5.220343489 1.677604010 -1.1719603663 -1.334483e+00
## 1024 Valid -4.577108233 1.839913383 -1.1337083288 -1.744158e+00
## 1025 Valid -0.522279233 2.914953129 -0.8890479514 -2.263633e+00
## 1026 Valid 0.672226908 3.103780950 -0.6664406442 -1.583033e+00
## 1027 Valid 1.715297676 3.325786926 -0.6489600043 -3.953310e-01
## 1028 Outlier 7.753298987 4.478096836 0.1764296615 -7.314719e-01
## 1029 Outlier 8.362471351 4.436762836 0.0696767691 6.131037e-01
## 1030 Outlier 8.050163477 2.597455841 0.0361075525 1.118738e+00
## 1031 Outlier 8.529900341 3.175388180 0.1617150160 3.776153e-01
## 1032 Outlier 8.727185040 3.513256861 0.2212670672 3.943660e-01
## 1033 Outlier 7.964221165 2.576308995 -0.0079741512 -4.321136e-02
## 1034 Outlier 7.495120843 2.346545030 -0.1829981827 3.094062e-01
## 1035 Outlier 8.105718363 3.645351946 -0.0817374986 -1.361571e-01
## 1036 Outlier 6.821677525 2.754165016 -0.0644973936 -6.365956e-01
## 1037 Outlier 6.139737792 2.258957858 -0.1912841491 -3.402050e-01
## 1038 Outlier 5.624173522 1.636873251 -0.3747599601 3.372115e-01
## 1039 Outlier 5.268809374 -2.649150885 -0.7715155283 3.027754e+00
## 1040 Outlier 5.297108487 -3.870424590 -0.7596933315 2.888132e+00
## 1041 Outlier 5.546101228 -3.269896170 -0.5794877336 2.257342e+00
## 1042 Outlier 6.050898521 -1.003778925 -0.2500251801 1.429871e+00
## 1043 Valid 6.759175527 1.602600583 -0.1128686610 7.260568e-01
## 1044 Valid 6.028502215 2.759811281 0.0139069654 2.683557e-01
## 1045 Valid 5.103870575 2.714867075 -0.0727353678 2.104583e-01
## 1046 Valid -6.031227710 1.345981888 -1.1435719314 -1.972114e+00
## 1047 Valid -5.830434383 1.429234633 -1.1151271661 -2.468909e+00
## 1048 Valid -4.849182801 1.722677928 -1.1139016866 -2.626943e+00
## 1049 Outlier -2.379704700 1.983596391 -0.7569020314 -1.051340e+00
## 1050 Outlier -1.812911149 2.120755640 -1.0878284154 1.408644e-01
## 1051 Outlier -0.433477175 2.301397394 -0.8690740163 -2.329877e-01
## 1052 Outlier 0.242806317 -1.220975270 -1.3253459520 -2.453599e-01
## 1053 Outlier 1.038579324 -6.220575212 -1.6217217005 -5.921356e-01
## 1054 Outlier 1.300006907 -13.373474621 -1.8058506486 -8.087220e-02
## 1055 Outlier 1.271743263 -13.346891094 -1.8335246560 4.540557e-01
## 1056 Outlier 1.192228181 -13.425385010 -1.7184032044 4.016375e-01
## 1057 Outlier 2.062185390 -12.547220377 -1.5175330311 -2.872609e-01
## 1058 Outlier 2.294735681 -12.024205946 -1.4829815999 -4.845379e-01
## 1059 Outlier 2.730133216 -10.415090679 -1.4525398443 -7.484586e-03
## 1060 Outlier 2.914084726 -9.221272861 -1.0002792964 6.286016e-01
## 1061 Outlier 2.873830865 -9.009844020 -0.9715754977 2.744952e-01
## 1062 Outlier 2.437217345 -10.066569451 -1.3225647309 -1.494222e-01
## 1063 Outlier 2.287313612 -11.406004726 -1.4838258964 4.458607e-02
## 1064 Outlier 2.818045788 -10.690240666 -1.6011420741 3.691729e-01
## 1065 Outlier 3.208401925 -9.469811047 -1.4960378584 -4.045493e-01
## 1066 Outlier 3.763422562 -6.875794296 -1.0895512429 -8.643167e-01
## 1067 Outlier 3.592885877 -5.580041608 -1.0303151488 -9.621639e-01
## 1068 Outlier 3.260222817 -4.183800454 -1.0218170283 -1.240455e+00
## 1069 Outlier 3.218815080 -1.505772196 -0.7832256569 -2.486573e+00
## 1070 Valid 3.478657050 -0.034396182 -0.5120907728 -2.725130e+00
## 1071 Valid 3.250098880 1.288485740 -0.2889288111 -2.530879e+00
## 1072 Valid 2.541124554 2.238023863 -0.1218562870 -2.088684e+00
## 1073 Valid 1.202137213 2.518181928 -0.1866035826 -2.016016e+00
## 1074 Valid -0.488900787 2.242021865 -0.2433070667 -1.916257e+00
## 1075 Valid -2.868110722 1.780874778 -0.4907584938 -1.573417e+00
## 1076 Valid -5.441212528 1.353258988 -0.8272308934 -8.242662e-01
## 1077 Valid -5.760589402 1.445404780 -1.0259332762 -1.818433e+00
## 1078 Valid -5.380255255 1.757743907 -1.2379519974 -1.754560e+00
## 1079 Valid -4.985836118 1.868720902 -1.1855255887 -1.505762e+00
## 1080 Valid -4.520839219 1.995134448 -1.1962487248 -1.402569e+00
## 1081 Valid -3.723904096 2.119462546 -1.0564497469 -1.487901e+00
## 1082 Valid -2.380686474 2.365818011 -0.9487706870 -1.838536e+00
## 1083 Valid 0.559829634 2.790751766 -0.6687002138 -1.738897e+00
## 1084 Valid 1.379426373 3.058490552 -0.6908537105 -1.027866e+00
## 1085 Valid 1.826188098 3.103373630 -0.5653041333 -2.003921e-01
## 1086 Valid 2.103426476 3.168092226 -0.5001453888 5.046430e-01
## 1087 Valid 3.110892223 3.224910753 -0.3841935444 7.386557e-01
## 1088 Outlier 4.901139147 3.668666640 -0.3591799120 6.515326e-01
## 1089 Outlier 7.766379812 3.877388426 0.0638065191 1.238174e+00
## 1090 Outlier 7.077411549 1.957354630 -0.2081017168 1.208745e+00
## 1091 Outlier 7.268047203 1.444013143 -0.1775310345 6.677857e-01
## 1092 Outlier 7.855195554 1.612841381 0.0267931602 5.336402e-01
## 1093 Outlier 8.418554865 2.818213851 0.1310165820 5.526958e-01
## 1094 Outlier 7.552008745 2.078290735 -0.0688948543 -1.962200e-01
## 1095 Outlier 7.263990442 2.087338830 -0.1424659582 1.584124e-01
## 1096 Outlier 8.165730532 3.122278183 0.0780119433 -3.033218e-01
## 1097 Outlier 6.724848405 1.297907659 -0.1769488581 3.207561e-01
## 1098 Outlier 4.313516524 -6.346631044 -1.1512247770 3.888384e+00
## 1099 Outlier 4.218684832 -7.909765251 -1.1992539085 3.151570e+00
## 1100 Outlier 4.255277017 -8.858680309 -1.1735228844 2.194507e+00
## 1101 Outlier 4.559369822 -8.232824996 -0.8878162301 2.104919e+00
## 1102 Outlier 5.383979843 -5.179721197 -0.3929525894 1.953106e+00
## 1103 Outlier 6.494147908 2.251711043 -0.2022627181 -4.746593e-01
## 1104 Outlier 5.582548250 2.167720568 -0.2720596158 -5.204433e-01
## 1105 Valid -4.148219096 1.889441003 -1.0148096881 -2.071858e+00
## 1106 Outlier -3.656491289 1.918777521 -0.9096580535 -2.136998e+00
## 1107 Outlier -1.949032044 2.162353130 -0.6745564807 -3.696773e-01
## 1108 Outlier -1.666790762 2.240325774 -0.6166452348 5.281034e-01
## 1109 Outlier -2.144672568 2.231787762 -0.8735470498 6.619225e-01
## 1110 Outlier -2.065297564 2.180278921 -0.9322704331 4.323894e-01
## 1111 Outlier -1.878594259 2.244069191 -1.1153087322 4.931382e-02
## 1112 Outlier -1.152823508 2.299554423 -0.8722267000 -4.147563e-03
## 1113 Outlier -0.706659369 2.452980248 -0.8508515967 4.215427e-01
## 1114 Outlier -0.373524425 2.359546928 -0.7567028162 8.200705e-01
## 1115 Outlier -0.835012454 2.352201790 -0.8567796906 7.185043e-01
## 1116 Outlier -0.631817266 0.875604914 -1.0914950174 2.899185e-02
## 1117 Outlier 0.303216770 -3.079896067 -1.5303029286 -7.697749e-01
## 1118 Outlier 1.104848036 -8.454880279 -1.7212014788 -1.193394e+00
## 1119 Outlier 1.230435725 -12.240812342 -1.8766850056 -8.198272e-01
## 1120 Outlier 1.190423948 -13.503962469 -1.7908393033 -2.887101e-01
## 1121 Outlier 1.172259516 -13.382684720 -1.7627807649 -3.873093e-01
## 1122 Outlier 1.216115892 -13.230599392 -1.7461241648 -6.277977e-01
## 1123 Outlier 1.507366728 -12.991284262 -1.6281150647 -6.891848e-01
## 1124 Outlier 1.953423890 -12.657364943 -1.5552292623 -7.875772e-01
## 1125 Outlier 2.385029103 -12.041180773 -1.4499131218 -8.290240e-01
## 1126 Outlier 2.595570374 -10.683406764 -1.4843559432 -5.905837e-01
## 1127 Outlier 2.654883540 -10.282563364 -1.5713140697 9.626670e-02
## 1128 Outlier 2.647203707 -10.428174629 -1.3683146183 3.931838e-01
## 1129 Outlier 2.702750601 -10.056207935 -1.2735021985 7.419320e-01
## 1130 Outlier 2.690616296 -9.468852627 -1.1512218180 6.213752e-01
## 1131 Outlier 2.308324381 -10.184686432 -1.5165508680 -9.316174e-01
## 1132 Outlier 2.452459805 -10.383512171 -1.7338017681 -1.380254e+00
## 1133 Outlier 3.806406515 -2.887118238 -0.8701010732 -2.143970e+00
## 1134 Outlier 3.523389405 -0.005819492 -0.8037738817 -2.461029e+00
## 1135 Valid 3.692644825 2.557598580 -0.4422048663 -1.704777e+00
## 1136 Valid 3.483824585 3.433464963 -0.0186294357 -2.142718e-01
## 1137 Valid 2.535130737 3.106800840 -0.1570065400 -5.306934e-01
## 1138 Valid -3.721526911 1.597673730 -0.5152163832 -2.003310e+00
## 1139 Valid -5.510332969 1.363857457 -0.7014384363 -2.329506e+00
## 1140 Valid -5.904574940 1.495373807 -0.9552220538 -2.295838e+00
## 1141 Valid -5.160939737 1.575558368 -0.8663779751 -2.206158e+00
## 1142 Valid -3.938659026 1.770501671 -0.8025216292 -1.705371e+00
## 1143 Valid -3.625782376 1.960300577 -0.9192177701 -1.222136e+00
## 1144 Valid -3.443070165 2.065807843 -1.0537996389 -7.958100e-01
## 1145 Valid -2.709025537 2.318898367 -1.0226712070 -1.162688e+00
## 1146 Valid 1.025792768 2.775115027 -0.6556032474 -1.177835e+00
## 1147 Valid 2.281359842 3.076610287 -0.6655716011 1.023193e-01
## 1148 Valid 1.555743171 2.922842495 -0.4840751740 2.668264e-01
## 1149 Valid 2.007844407 2.893412765 -0.3689322110 7.326501e-01
## 1150 Outlier 5.152857665 3.106271545 -0.4283605662 2.770989e+00
## 1151 Outlier 6.293289330 2.983634454 -0.3886495012 2.592325e+00
## 1152 Outlier 6.563464797 2.625448879 -0.3040919932 1.830942e+00
## 1153 Outlier 6.343570330 2.438490899 -0.3312739843 1.146543e+00
## 1154 Outlier 6.090312175 2.025225625 -0.4107438213 6.863255e-01
## 1155 Outlier 6.663802645 1.016805185 -0.3352370102 4.251823e-01
## 1156 Outlier 7.326029569 1.099681967 -0.2542183007 6.587340e-01
## 1157 Outlier 7.939113188 2.269077536 -0.1807154047 -5.778140e-01
## 1158 Outlier 7.570528083 1.943166424 -0.2342052088 3.483277e-01
## 1159 Outlier 7.901694876 2.446449982 -0.2180866125 8.525133e-01
## 1160 Outlier 7.827324477 2.274354666 -0.1561983095 1.060307e-01
## 1161 Outlier 2.936967525 -10.812773909 -1.5477747876 1.502618e+00
## 1162 Outlier 2.851317910 -12.194920271 -1.5679944662 1.788983e+00
## 1163 Outlier 3.218638203 -11.851116986 -1.4338547978 1.618262e+00
## 1164 Outlier 4.575342147 -8.454927255 -0.7529826895 2.206663e+00
## 1165 Outlier 7.044063710 -0.458366836 -0.1772427410 1.145788e+00
## 1166 Outlier 7.182128988 1.338553132 -0.2548844281 -2.298287e-01
## 1167 Outlier 6.534952089 1.500315535 -0.2952791697 -5.493919e-01
## 1168 Outlier -2.803978275 2.358031878 -1.1822615159 -6.405341e-02
## 1169 Outlier -1.636061084 2.268660471 -0.8083915499 3.760791e-01
## 1170 Outlier -1.872619006 2.261627521 -0.7988082974 3.392024e-01
## 1171 Outlier -2.151709473 2.287941296 -0.7000950889 6.932003e-02
## 1172 Outlier -2.589701785 2.226992783 -0.7213115142 5.161693e-03
## 1173 Outlier -2.660910113 2.186148320 -0.6926793967 5.144832e-02
## 1174 Outlier -2.014376945 2.113345196 -0.8820120819 -2.137720e-02
## 1175 Outlier -1.320316605 2.160062972 -0.7638298085 1.713164e-01
## 1176 Outlier -0.970166484 2.228547560 -0.7263023375 4.280022e-01
## 1177 Outlier -1.059819346 2.124471150 -0.7340984933 8.049499e-01
## 1178 Outlier -1.565938535 2.098072029 -0.8136493121 8.064582e-01
## 1179 Outlier -1.675709577 1.900817070 -0.9019479456 6.653175e-01
## 1180 Outlier -0.961608555 -0.232886675 -1.2432442236 3.177280e-01
## 1181 Outlier 0.017234055 -3.944557831 -1.5198801071 -6.561326e-01
## 1182 Outlier 1.239402550 -10.385937473 -1.8508702935 -1.958830e+00
## 1183 Outlier 2.380634213 -11.652285271 -1.5508061987 -1.016632e+00
## 1184 Outlier 2.680640076 -11.196549918 -1.4666866658 -5.415691e-01
## 1185 Outlier 2.713509496 -10.246285481 -1.5644238417 -1.042919e-01
## 1186 Outlier 2.588711735 -10.434726884 -1.5805673080 -1.169689e-01
## 1187 Outlier 2.432860894 -11.108962784 -1.4966800032 1.659319e-02
## 1188 Outlier 2.523744194 -10.676772482 -1.3265756399 2.869060e-01
## 1189 Outlier 2.396550476 -9.506008036 -1.4843510141 -4.555621e-01
## 1190 Outlier 3.119661420 -6.080498850 -1.5227879745 -2.285702e+00
## 1191 Outlier 3.798892629 -3.255037337 -1.1671291897 -2.252323e+00
## 1192 Outlier 3.770498870 -1.002846723 -0.8977428389 -1.857248e+00
## 1193 Valid 4.142608679 2.204210147 -0.4747502711 -1.945261e+00
## 1194 Valid 4.436515930 3.209255569 -0.3036941383 -1.913652e+00
## 1195 Valid 4.514956574 3.766720351 -0.2943030421 -1.326297e+00
## 1196 Valid 4.671160335 3.942713667 -0.1659909139 -3.910392e-02
## 1197 Valid 4.269584541 3.716205942 0.0314253255 3.460136e-01
## 1198 Valid 3.643926007 3.478904837 0.0699561295 3.949514e-01
## 1199 Valid 2.285361375 3.156718031 -0.1368671483 -5.191646e-01
## 1200 Valid -0.789554436 2.236328200 -0.1583610630 -2.772348e+00
## 1201 Valid -2.242816414 1.936994545 -0.2504639298 -3.309063e+00
## 1202 Valid -2.713860470 1.983517033 -0.7758488475 -1.838641e+00
## 1203 Valid -2.412627624 2.256291359 -0.8949011280 -6.007664e-01
## 1204 Valid -0.145918494 2.814472961 -0.8621964360 -1.178809e+00
## 1205 Valid 1.339944543 2.947968607 -0.5984636223 -7.935529e-01
## 1206 Valid 2.422857847 2.861569629 -0.4895913559 1.310548e-01
## 1207 Valid 2.023874304 2.836396033 -0.5083379192 -2.596007e-01
## 1208 Valid 2.760309983 2.423429196 -0.7052951062 1.757798e+00
## 1209 Outlier 3.826163537 2.133634749 -0.7238812927 1.943281e+00
## 1210 Outlier 7.096965294 1.010389378 -0.5275243772 8.198347e-01
## 1211 Outlier 7.626822408 1.363792114 -0.3908271772 6.814451e-01
## 1212 Outlier 8.021527150 1.974299607 -0.2924977468 4.383535e-01
## 1213 Outlier 8.277371085 2.460368731 -0.3664881466 -1.880418e-01
## 1214 Outlier 7.429297291 1.843714663 -0.3555665506 4.653883e-01
## 1215 Outlier 7.739756143 1.822623871 -0.2725510719 5.238024e-01
## 1216 Outlier 5.730007579 -2.181244722 -0.6092407180 -1.547298e+00
## 1217 Outlier 4.108464446 -6.198043048 -1.1606229220 -2.178093e+00
## 1218 Outlier 3.011252023 -10.134925053 -1.5788724944 -1.826507e+00
## 1219 Outlier 2.572257472 -13.090762306 -1.5117889102 7.116166e-01
## 1220 Outlier 4.636327215 -8.213804702 -0.9187993097 2.203483e+00
## 1221 Outlier 6.072600520 -4.171539091 -0.6159504047 2.965372e+00
## 1222 Outlier 6.919715536 -1.020230824 -0.4814073474 2.071207e+00
## 1223 Outlier 6.172100014 0.764689967 -0.4344837603 -6.592825e-01
## 1224 Outlier -3.350522493 2.417217085 -1.2964396055 9.110524e-01
## 1225 Outlier -2.542753241 2.404681331 -1.1216929658 6.809091e-01
## 1226 Outlier -2.345538828 2.302326780 -0.9985062209 2.470852e-01
## 1227 Outlier -2.248256069 2.431317165 -0.9770616068 -2.426608e-03
## 1228 Outlier -2.389187424 2.407645523 -0.8811212077 1.026179e-01
## 1229 Outlier -2.606108288 2.022564309 -0.7209531222 -1.064340e-01
## 1230 Outlier -2.315552177 1.938365255 -0.6791359966 -1.691397e-01
## 1231 Outlier -2.383777675 1.872784638 -0.6255688944 3.990559e-01
## 1232 Outlier -2.755832257 1.938204022 -0.6066423162 6.917763e-01
## 1233 Outlier -2.728261383 1.987276308 -0.6321720726 9.624638e-01
## 1234 Outlier -2.592842075 1.277519698 -0.9702915922 1.271497e+00
## 1235 Valid -2.066180365 -0.359619759 -1.4010713016 8.337606e-01
## 1236 Outlier 2.052141360 -8.715487732 -1.7267438528 -1.753149e+00
## 1237 Outlier 3.165442745 -9.923264905 -1.3957082629 -1.296672e+00
## 1238 Outlier 2.828501923 -10.271151332 -1.4515151198 -2.085107e-01
## 1239 Outlier 2.706560317 -11.025047616 -1.6409453422 1.899386e-01
## 1240 Outlier 2.728801084 -8.950735439 -1.4311635550 -6.445609e-01
## 1241 Outlier 2.953770313 -6.563086465 -1.2375969056 -1.521471e+00
## 1242 Outlier 3.461949842 -3.737732595 -1.2314076515 -2.060135e+00
## 1243 Outlier 4.399509647 0.971584882 -0.6131630606 -1.729879e+00
## 1244 Valid 5.028593816 4.070395221 -0.4190620248 -5.705675e-01
## 1245 Valid 5.066760668 4.252703381 -0.1749896304 -1.272022e-01
## 1246 Valid 4.463113509 3.914890360 -0.1769803176 9.817452e-02
## 1247 Valid 3.847271305 3.491086890 0.0465393266 2.795942e-01
## 1248 Valid 3.195306178 3.162974592 0.0550591232 3.224398e-01
## 1249 Valid 2.729415734 3.173412445 -0.0128430060 1.697675e-01
## 1250 Valid -0.858979018 2.557831550 -0.6209359229 -1.173818e+00
## 1251 Valid -1.409695698 2.465187868 -0.6947489575 -7.190044e-01
## 1252 Valid -0.663148025 2.578806986 -0.8383260861 -3.352349e-01
## 1253 Valid 0.651815498 2.932553587 -0.7841656762 1.550352e-01
## 1254 Valid 1.803378762 3.121963358 -0.6515212778 2.002362e-01
## 1255 Valid 2.309157646 3.068441194 -0.6162821738 -1.253010e-01
## 1256 Valid 2.394077408 3.004307246 -0.5804946579 -1.048496e-01
## 1257 Valid 2.258936016 3.037416260 -0.7080841544 1.168390e-01
## 1258 Valid 1.735279571 2.843426144 -0.5632912195 2.692261e-01
## 1259 Valid 0.984227910 2.693318149 -0.6445949831 4.643955e-01
## 1260 Valid 0.667694021 2.304683084 -0.7075193060 4.123404e-01
## 1261 Valid 1.204754317 1.926804040 -0.6717913031 4.451155e-01
## 1262 Valid 2.045226605 1.594941212 -0.7086305205 8.837452e-01
## 1263 Outlier 5.566897602 1.241033729 -0.4998056371 2.571760e-01
## 1264 Outlier 5.712354259 1.040643531 -0.6139857353 4.035622e-01
## 1265 Outlier 6.247106943 0.727991741 -0.5906591298 6.269416e-01
## 1266 Outlier 7.673180287 1.387186975 -0.3882459574 7.743879e-01
## 1267 Outlier 7.367165781 1.543844001 -0.4636532319 2.912951e-01
## 1268 Outlier 7.436260039 1.377809416 -0.4855601403 3.315367e-01
## 1269 Outlier 7.301058706 0.996040041 -0.3458794303 -1.157202e-01
## 1270 Outlier 6.342227543 -0.316683211 -0.5426934934 -1.123850e+00
## 1271 Outlier 4.906223275 -3.231880008 -1.0158137035 -2.027950e+00
## 1272 Outlier 3.609066235 -7.210726219 -1.5374951929 -2.455861e+00
## 1273 Outlier 2.136155022 -13.201015911 -1.8507597676 -4.786725e-01
## 1274 Outlier 2.972267288 -12.425130573 -1.5138835245 4.177869e-01
## 1275 Outlier 3.707766885 -10.657852530 -1.2963527389 1.212767e+00
## 1276 Outlier 4.844639489 -7.762442451 -1.0551286875 2.242272e+00
## 1277 Outlier 6.117266265 -4.040897490 -0.6708715784 2.238034e+00
## 1278 Outlier 6.987867030 -1.166428506 -0.4652714961 1.072485e+00
## 1279 Outlier 6.870202084 0.123264501 -0.4068156608 -3.151810e-01
## 1280 Valid -3.997447241 2.175548051 -1.1953659044 1.587700e+00
## 1281 Outlier -2.702797801 2.403678066 -1.1097448015 6.337502e-01
## 1282 Outlier -2.596014903 1.996374017 -0.9275683853 7.097248e-02
## 1283 Outlier -2.253830372 1.930727959 -0.7077696656 -2.383955e-01
## 1284 Outlier -2.052754955 1.923488118 -0.7062004035 -3.587066e-01
## 1285 Outlier -2.034370802 2.012329250 -0.9183445253 3.084611e-01
## 1286 Outlier -2.517520573 1.847637174 -0.7674469350 7.456656e-01
## 1287 Valid -3.102930853 1.602231153 -0.6141285075 7.312836e-01
## 1288 Valid -4.445303677 1.782080326 -1.2624422376 1.518356e+00
## 1289 Valid -3.325324972 1.345614073 -1.5492858560 1.565643e+00
## 1290 Outlier -0.732173958 -1.006664634 -1.7232717297 4.691157e-01
## 1291 Outlier 1.768264226 -4.712103930 -1.7046937392 -8.145846e-01
## 1292 Outlier 3.309233872 -7.770500838 -1.4660188968 -1.513047e+00
## 1293 Outlier 3.767187974 -8.626201136 -1.1359460289 -1.108994e+00
## 1294 Outlier 3.650856807 -8.337246756 -1.0615884547 -1.183218e+00
## 1295 Outlier 3.377545315 -8.144813940 -1.0712725195 -1.291461e+00
## 1296 Outlier 2.700490081 -10.351049788 -1.3841161241 -3.180316e-01
## 1297 Outlier 2.626983092 -10.301068901 -1.5041516119 -5.202390e-01
## 1298 Outlier 2.821227110 -8.931416217 -1.4033697585 -1.659315e+00
## 1299 Outlier 3.870669941 -2.416286918 -0.8053774905 -3.890315e+00
## 1300 Valid 4.496348877 0.137127115 -0.7201577580 -3.300940e+00
## 1301 Valid 4.979783731 2.000608864 -0.3798590822 -2.266941e+00
## 1302 Valid 5.179903261 3.170918905 -0.2352855095 -1.416550e+00
## 1303 Valid 5.070552315 3.623655392 -0.2470972150 -1.041330e+00
## 1304 Valid 5.325296269 4.049361869 -0.3414312456 -4.699085e-01
## 1305 Valid 5.566766528 4.204096493 -0.4666107481 -2.270390e-01
## 1306 Valid 5.829166352 4.232684384 -0.1318761512 1.135224e-01
## 1307 Valid 5.689541556 4.132052803 -0.0871238900 1.281297e-01
## 1308 Valid 5.282681867 3.977983846 0.0283096496 1.995024e-01
## 1309 Valid 3.951801070 3.317725586 -0.0065136851 -3.050469e-03
## 1310 Valid 2.670941311 3.522265909 -0.2332178468 4.934082e-02
## 1311 Valid 2.674153462 3.559469425 -0.3488928073 1.088380e-01
## 1312 Valid 1.246783806 2.893942958 -0.3412337324 -8.753692e-01
## 1313 Valid 0.276445268 2.789433667 -0.6209981117 -7.039539e-01
## 1314 Valid -0.734304862 2.658900815 -0.7805806043 -5.143367e-01
## 1315 Valid -0.478760932 2.599600979 -0.7680721506 -1.291793e+00
## 1316 Valid 0.197512196 2.736960044 -0.7667315012 -9.280230e-01
## 1317 Valid 1.852922724 3.042100378 -0.6406901849 -5.230624e-02
## 1318 Valid 2.454915282 2.970352014 -0.5541685543 -9.036622e-02
## 1319 Valid 2.468090891 2.891500204 -0.4798350853 -1.096359e-01
## 1320 Valid 1.772599705 2.551986666 -0.4402572157 4.033577e-01
## 1321 Valid 0.573029270 2.285247216 -0.6679670203 1.550144e-01
## 1322 Valid 0.676700739 2.398682834 -0.6777346696 -1.436403e-01
## 1323 Valid 0.946009472 2.385572527 -0.6029165230 -2.182969e-01
## 1324 Valid 2.353245628 1.577167250 -0.6328017876 2.909121e-01
## 1325 Outlier 3.793451734 0.985813766 -0.6850256849 3.891347e-01
## 1326 Outlier 5.048146974 0.657028619 -0.6500271372 3.750401e-01
## 1327 Outlier 5.394321661 0.788639457 -0.5419494135 1.903994e-01
## 1328 Outlier 5.383987190 1.109292263 -0.4340257747 1.234672e-01
## 1329 Outlier 6.267824253 0.449674312 -0.4708299655 4.380456e-01
## 1330 Outlier 8.055120435 2.227590375 -0.3352085475 1.651112e-01
## 1331 Outlier 7.590136070 1.685170772 -0.3038703691 -2.137187e-01
## 1332 Outlier 6.690625238 0.223943057 -0.4242141266 3.521659e-01
## 1333 Outlier 5.592423379 -2.077199906 -0.7516934110 3.368834e-01
## 1334 Outlier 4.431968553 -5.688832411 -1.2587280146 2.383522e-01
## 1335 Outlier 3.149477265 -9.917787213 -1.7237206033 -4.408208e-01
## 1336 Outlier 2.837829180 -12.376740589 -1.6075611101 -4.571825e-01
## 1337 Outlier 3.513231784 -11.100249238 -1.4367261636 -9.075669e-01
## 1338 Outlier 5.339140899 -6.140709508 -0.9449160374 8.166775e-02
## 1339 Outlier 6.558359376 -3.069836924 -0.7217151422 9.449567e-01
## 1340 Valid -6.572150576 1.759758237 -1.6569939669 1.271861e+00
## 1341 Valid -5.761667979 1.962018084 -1.5547106350 1.451518e+00
## 1342 Valid -4.622772973 2.036951399 -1.3452919317 1.344703e+00
## 1343 Valid -3.701934148 2.313511089 -1.3849103475 1.023464e+00
## 1344 Valid -3.086005541 2.344835537 -1.3293249196 6.089365e-01
## 1345 Valid -2.952681585 2.241163736 -1.2459702463 2.896520e-01
## 1346 Outlier -2.504157360 2.030438648 -0.8188671556 2.322633e-01
## 1347 Outlier -2.359647170 1.994397035 -0.8122163195 5.362619e-01
## 1348 Outlier -2.517139979 1.809078166 -0.9332002595 7.079397e-01
## 1349 Outlier -2.903206011 1.891896406 -1.1068024473 8.651955e-01
## 1350 Valid -3.330127825 1.923733673 -1.1668689876 1.051388e+00
## 1351 Valid -4.054638551 1.788787057 -0.8642618112 7.299406e-01
## 1352 Valid -5.709095513 1.583249333 -1.2817827144 7.984151e-01
## 1353 Valid -6.304493276 1.713943510 -1.5244295982 1.039487e+00
## 1354 Valid -3.050069126 1.075144001 -1.7380360275 1.410206e+00
## 1355 Outlier 0.332724242 -1.500074710 -1.5997346152 3.233934e-01
## 1356 Outlier 2.836754432 -4.356814670 -1.2738173006 -7.512303e-01
## 1357 Outlier 3.468635289 -5.781319382 -0.9583678288 -7.607858e-01
## 1358 Outlier 2.842032733 -5.960772510 -0.9900282151 -1.246736e+00
## 1359 Outlier 2.189139374 -9.068120845 -1.3253444160 -1.557464e+00
## 1360 Outlier 2.899251608 -6.009519409 -1.0766909296 -2.770012e+00
## 1361 Valid 5.508787222 3.435511590 -0.2326985782 -1.162525e+00
## 1362 Valid 5.798076028 4.214306915 -0.1127428054 -2.520136e-01
## 1363 Valid 5.730480254 4.259846035 -0.2781626083 -1.235544e-01
## 1364 Valid 5.632771860 4.295871822 -0.4412247439 1.756082e-02
## 1365 Valid 5.037214566 4.054592826 -0.1639855953 8.735407e-02
## 1366 Valid 3.608607194 3.428073518 -0.1139709067 -6.969075e-01
## 1367 Valid 2.958321010 3.597884377 -0.2995950711 -6.647606e-01
## 1368 Valid 2.922723331 3.658878374 -0.3928122729 -7.900167e-01
## 1369 Valid 2.490264726 3.327642408 -0.3771169359 -1.055664e+00
## 1370 Valid 1.444393318 3.147622504 -0.4864986810 -9.922715e-01
## 1371 Valid -0.727686418 2.941290781 -0.8471799666 -3.641292e-01
## 1372 Valid -0.401508049 2.860945375 -0.9130258833 -3.250585e-01
## 1373 Valid 0.838136556 2.682861160 -0.6403303274 -4.753206e-01
## 1374 Valid 1.265143311 2.552599256 -0.5426222172 -2.488961e-01
## 1375 Valid 1.903116055 2.550362679 -0.6035152460 6.693432e-02
## 1376 Valid 2.541199869 2.399985567 -0.6160596844 3.266830e-01
## 1377 Valid 2.670496219 2.371859880 -0.5886558153 2.568367e-01
## 1378 Valid 2.414730295 2.234516768 -0.5944024959 -3.516661e-02
## 1379 Valid 1.740059329 2.218846583 -0.5068724648 -3.346369e-01
## 1380 Valid 0.994126704 2.371873997 -0.5605036915 -6.827620e-01
## 1381 Outlier 5.370444811 0.177437597 -0.5675822864 9.067440e-02
## 1382 Outlier 5.568354997 0.480306691 -0.3820887979 -1.743193e-02
## 1383 Outlier 5.560310755 0.901052594 -0.3231159743 -1.693721e-01
## 1384 Outlier 5.327590037 0.803657434 -0.3351665051 5.826324e-04
## 1385 Outlier 5.756590075 0.564061223 -0.4931649922 2.634285e-01
## 1386 Outlier 6.549197392 0.257320648 -0.4495715179 4.603861e-01
## 1387 Outlier 7.654772873 0.857405638 -0.2080198282 6.671937e-01
## 1388 Outlier 7.401192968 1.569082883 -0.2645199435 6.190580e-01
## 1389 Outlier 6.965241855 0.623934265 -0.2459832637 7.467127e-01
## 1390 Outlier 6.806231927 -0.283640629 -0.3539325110 1.122530e+00
## 1391 Outlier 6.408609837 -2.298887925 -0.4935103763 1.802961e+00
## 1392 Outlier 5.491136870 -3.848360841 -0.7254858086 1.421334e+00
## 1393 Outlier 4.482576292 -6.271793187 -1.0907903643 7.240034e-01
## 1394 Outlier 3.573662328 -9.240991132 -1.5313991919 -1.546655e-01
## 1395 Outlier 3.212388655 -10.960044960 -1.3449470760 -1.351391e+00
## 1396 Outlier 4.255198195 -9.029253949 -1.1279735997 -4.665830e-01
## 1397 Outlier 5.911553155 -5.118574709 -0.9664759380 1.227136e+00
## 1398 Outlier 7.007106525 -3.305713439 -0.6717705633 1.230306e+00
## 1399 Valid -7.521866876 1.576908389 -1.8603320300 1.105568e+00
## 1400 Valid -6.527216794 1.690004772 -1.7105762233 1.479866e+00
## 1401 Valid -5.415659751 1.903587047 -1.6487626858 1.538858e+00
## 1402 Valid -4.586306892 2.022634238 -1.5354500178 1.425909e+00
## 1403 Valid -4.244330180 1.927074042 -1.1928356067 1.673565e+00
## 1404 Valid -3.957718015 1.925622501 -1.0548182030 1.869485e+00
## 1405 Valid -3.688416193 2.007900939 -1.0713204450 1.563671e+00
## 1406 Valid -3.590291229 1.814815251 -1.2406661247 1.192020e+00
## 1407 Valid -3.904123265 1.727735447 -1.2687266801 9.716604e-01
## 1408 Valid -4.429199964 1.765806859 -1.3709475763 8.188653e-01
## 1409 Valid -5.391883707 1.687495357 -1.2462315909 5.458754e-01
## 1410 Valid -6.349497075 1.452703201 -1.4773835086 2.375344e-01
## 1411 Valid -7.013313123 1.525457269 -1.5546163938 2.837807e-01
## 1412 Valid -7.161476514 1.803834059 -1.7985730159 7.537402e-01
## 1413 Valid -5.346196825 1.873493587 -1.7636975057 1.615835e+00
## 1414 Valid -2.230979499 0.759263433 -1.6549262046 1.825804e+00
## 1415 Outlier 1.940393783 -2.611710353 -0.8063492700 2.966917e-01
## 1416 Outlier 2.586318278 -2.344044416 -0.6436074728 -1.004112e+00
## 1417 Outlier 2.555620134 -3.519017288 -0.7562461199 -2.032513e+00
## 1418 Outlier 2.715512054 -2.933135262 -0.8485645469 -3.588107e+00
## 1419 Valid 3.506858230 -0.928274545 -0.4857460539 -3.211976e+00
## 1420 Valid 4.142084280 1.231215889 -0.4104913026 -2.249924e+00
## 1421 Valid 5.389147357 3.998051257 -0.3065371458 -4.762494e-01
## 1422 Valid 5.833495734 4.271371908 -0.0704868231 -3.972254e-02
## 1423 Valid 5.961786891 4.203651550 0.0533181929 3.964160e-01
## 1424 Valid 5.570816786 4.203295219 -0.2915430506 1.919818e-01
## 1425 Valid 5.280713227 4.080645645 -0.1705982052 3.101828e-01
## 1426 Valid 5.056607569 4.115689168 -0.2727833139 2.919654e-01
## 1427 Valid 4.992246383 4.100462267 -0.0918640950 -3.980826e-03
## 1428 Valid 4.910429202 3.951759081 -0.1125544955 -2.598478e-01
## 1429 Valid 4.507160313 3.830850799 -0.1083992720 -3.473863e-01
## 1430 Valid 3.866973773 4.043126065 -0.3971101408 -6.411109e-01
## 1431 Valid 3.846259418 3.995095971 -0.3997437338 -9.033770e-01
## 1432 Valid 3.787046219 4.060804667 -0.4446479088 -1.014192e+00
## 1433 Valid 3.777535272 3.874649587 -0.3286868039 -7.491083e-01
## 1434 Valid 2.591973457 3.391363572 -0.4466480583 -1.196619e+00
## 1435 Valid 1.179759601 3.150952685 -0.6226958486 -1.212986e+00
## 1436 Valid -0.260025461 2.765593280 -1.0288747165 4.891711e-01
## 1437 Valid 0.447634195 2.572335218 -0.9775291812 7.987683e-01
## 1438 Valid 1.293690210 2.304327232 -0.7757195686 4.139942e-01
## 1439 Valid 2.076484937 1.820061573 -0.5657594478 8.986286e-02
## 1440 Valid 2.504678747 1.524510491 -0.5333833779 1.313179e-01
## 1441 Outlier 2.849636009 1.466557517 -0.5496705388 2.268041e-01
## 1442 Outlier 2.738420745 1.545268745 -0.5524529392 1.723142e-01
## 1443 Outlier 2.248585766 1.704781982 -0.4860144081 -1.010656e-01
## 1444 Valid 1.844702013 1.937816414 -0.5685136346 -5.421002e-01
## 1445 Valid 1.954718099 2.280014705 -0.5379851586 -1.740633e-01
## 1446 Outlier 3.788232541 0.463385142 -0.7652038128 5.708271e-01
## 1447 Outlier 4.977990701 0.048071190 -0.6237778667 5.545826e-01
## 1448 Outlier 5.677338439 0.608667368 -0.2787371086 9.162550e-02
## 1449 Outlier 5.333695563 0.784446556 -0.2931915516 -4.495177e-02
## 1450 Outlier 6.949915803 0.690965011 -0.2501225634 1.188493e+00
## 1451 Outlier 6.747305334 0.605996676 -0.2738614585 1.427859e+00
## 1452 Outlier 6.461107716 0.031050761 -0.2896656006 1.750380e+00
## 1453 Outlier 6.170861469 -1.332946752 -0.4198603131 2.032076e+00
## 1454 Outlier 5.970474898 -2.936764082 -0.5760958607 2.321979e+00
## 1455 Outlier 5.775402409 -5.826405343 -0.6549905977 2.223760e+00
## 1456 Outlier 5.278046697 -6.366654452 -0.7430610185 1.005031e+00
## 1457 Outlier 4.672185295 -7.137659410 -0.8936392280 -4.098245e-01
## 1458 Outlier 4.158841331 -8.438826878 -1.1630898467 -1.407286e+00
## 1459 Outlier 3.903156049 -10.073715526 -1.2143966836 -1.946232e+00
## 1460 Outlier 5.332573789 -6.874041634 -1.0810074373 1.105596e+00
## 1461 Outlier 6.340677885 -5.354333084 -0.8285439080 1.296836e+00
## 1462 Valid -8.246675394 1.210566345 -1.9317502254 5.068781e-01
## 1463 Valid -7.586949018 1.328929062 -1.7948888078 7.319948e-01
## 1464 Valid -6.769289939 1.499670475 -1.6937191991 1.167452e+00
## 1465 Valid -6.098263179 1.601525748 -1.6386507033 1.598569e+00
## 1466 Valid -5.995704112 1.701280412 -1.4954023676 1.847894e+00
## 1467 Valid -5.820222955 1.733743077 -1.3480259915 1.633770e+00
## 1468 Valid -4.921313897 1.728768068 -1.2287455374 7.250441e-01
## 1469 Valid -4.891427709 1.587299351 -1.1296327756 4.114410e-01
## 1470 Valid -5.379393628 1.684218702 -1.4079848350 4.392001e-01
## 1471 Valid -5.842678389 1.767696384 -1.4698725766 6.956035e-01
## 1472 Valid -7.093139583 1.791455212 -1.7256798042 -5.957911e-01
## 1473 Valid -7.414438520 1.804186956 -1.9718121943 -5.147512e-01
## 1474 Valid -4.455594035 1.485586840 -1.4730482534 1.446949e+00
## 1475 Valid -1.604008885 0.841080615 -0.9877371385 1.385670e+00
## 1476 Outlier 0.537015658 0.166895675 -0.6835675462 1.670534e-01
## 1477 Outlier 1.764199645 0.333553012 -0.4022920346 -9.556950e-01
## 1478 Outlier 2.281439815 0.780377127 -0.2540680035 -1.450310e+00
## 1479 Outlier 2.875038294 1.131372553 -0.4004994697 -1.803333e+00
## 1480 Outlier 3.188803708 0.916857193 -0.4896612033 -2.449471e+00
## 1481 Valid 3.468369943 1.206101668 -0.5099053139 -2.751095e+00
## 1482 Valid 3.826859825 2.131941164 -0.2912627374 -2.244831e+00
## 1483 Valid 4.361004162 3.125293404 -0.0631626725 -9.660082e-01
## 1484 Valid 5.417478458 4.375398626 -0.2153414604 3.850654e-01
## 1485 Valid 5.719560210 4.196903617 -0.0100027113 7.112662e-02
## 1486 Valid 5.465454506 4.200723777 -0.0935518303 1.412174e-01
## 1487 Valid 5.328886387 4.278544298 -0.2334187429 4.845260e-01
## 1488 Valid 4.855411267 4.314087483 -0.3907199981 -1.261182e-01
## 1489 Valid 4.960712388 4.368459582 -0.2927528719 -1.458186e-01
## 1490 Valid 4.729721285 4.138065936 -0.2215186566 -1.575386e-01
## 1491 Valid 4.574478363 4.117671248 -0.2646763975 -3.569472e-01
## 1492 Valid 4.578786591 4.192267046 -0.3862611723 -5.168582e-01
## 1493 Valid 4.439518336 4.295087304 -0.4790294571 -3.597553e-01
## 1494 Valid 4.262382844 4.162364058 -0.4394613343 -2.231235e-01
## 1495 Valid 4.077227639 4.106389220 -0.4776470031 6.831465e-02
## 1496 Valid 3.821199493 3.781700111 -0.4557244589 2.844818e-01
## 1497 Valid 3.027698716 3.591018990 -0.5148769426 2.313165e-01
## 1498 Valid 0.294492322 2.919320755 -0.6829679682 -3.004864e-01
## 1499 Outlier 1.066040073 1.567640565 -0.9100449817 4.123267e-01
## 1500 Outlier 2.100792015 0.971685625 -0.7554907895 1.407998e-01
## 1501 Outlier 2.643123425 0.715712195 -0.6531804033 3.867243e-02
## 1502 Outlier 2.915615062 0.787275294 -0.6747871180 1.294880e-01
## 1503 Outlier 2.810589105 1.052724634 -0.7165641899 8.954386e-02
## 1504 Outlier 2.696579976 1.506693915 -0.6225706994 -2.246872e-01
## 1505 Outlier 2.633994210 1.980012891 -0.5598764548 -5.951891e-01
## 1506 Outlier 2.632170024 2.317290863 -0.6248215379 -8.133203e-01
## 1507 Valid 2.631970211 2.215951273 -0.6294574943 -4.171312e-01
## 1508 Valid 2.805905684 0.916619303 -0.7220086009 4.643857e-01
## 1509 Outlier 3.881477683 0.229872874 -0.7658302044 8.928346e-01
## 1510 Outlier 5.280161897 0.288904325 -0.6387055408 7.044718e-01
## 1511 Outlier 5.184770722 0.739036816 -0.6323835050 2.295254e-01
## 1512 Outlier 5.260456510 0.831904488 -0.6380287928 1.799065e-01
## 1513 Outlier 5.246149610 0.087832317 -0.7030973865 1.383463e+00
## 1514 Outlier 5.312391945 -0.567265266 -0.7173419795 2.003574e+00
## 1515 Outlier 5.244550917 -4.099459343 -0.9842888815 1.776149e+00
## 1516 Outlier 5.129664147 -5.714275212 -1.1226706443 1.427784e+00
## 1517 Outlier 5.159146876 -7.660033350 -1.1221725793 1.112212e+00
## 1518 Outlier 5.005489737 -8.202814368 -1.0555287081 5.060737e-01
## 1519 Outlier 4.826384333 -7.185516377 -1.0016043103 -1.842205e-01
## 1520 Outlier 5.180083443 -7.982777318 -0.9501261472 -1.050937e+00
## 1521 Outlier 5.189427434 -8.132787234 -0.8112321193 -7.772173e-01
## 1522 Outlier 4.795243670 -8.862936106 -0.9781847886 -5.377571e-01
## 1523 Outlier 5.523604780 -6.920959884 -0.8871937171 9.849606e-01
## 1524 Valid -8.440845708 1.133088451 -1.7352041400 -2.863289e-01
## 1525 Valid -7.883438808 1.245935306 -1.6704486316 2.773133e-01
## 1526 Valid -7.546241975 1.242760724 -1.6173869945 5.412879e-01
## 1527 Valid -7.630982659 1.164370190 -1.7255078185 6.799831e-01
## 1528 Valid -7.763489140 1.325246767 -1.8135235918 6.149288e-01
## 1529 Valid -7.609437805 1.428885871 -1.7470993824 7.041825e-01
## 1530 Valid -6.747347426 1.781379831 -1.4292161824 7.081363e-01
## 1531 Valid -5.728290223 1.641574796 -1.1815064780 5.947762e-01
## 1532 Valid -5.936302457 1.507114115 -1.3559480568 4.503862e-01
## 1533 Valid -6.674165855 1.586061208 -1.6809024846 3.112751e-01
## 1534 Valid -7.040774683 1.708248987 -1.8121293439 1.842722e-01
## 1535 Valid -7.068460572 1.661521208 -1.8026279691 -3.559377e-01
## 1536 Valid 4.118752608 2.980803450 -0.1330219442 -1.855777e+00
## 1537 Valid 4.906125309 3.970656214 -0.0653803188 -6.581938e-01
## 1538 Valid 4.782732311 3.814674042 0.0606110164 5.129263e-02
## 1539 Valid 4.750228247 3.924814009 -0.0009815650 2.513961e-01
## 1540 Valid 4.933332858 4.021295306 0.0784922629 5.372515e-01
## 1541 Valid 5.169992389 4.088013844 0.0708818778 5.534231e-01
## 1542 Valid 5.331024844 4.077614333 0.0789771994 3.210214e-01
## 1543 Valid 5.274905080 4.165466336 0.0235427490 -1.453578e-03
## 1544 Valid 5.103726577 4.093340469 -0.0155426857 -5.371678e-02
## 1545 Valid 4.902569444 4.137487935 -0.0897994869 1.921988e-01
## 1546 Valid 4.669812636 4.061116245 -0.0742902540 5.376881e-01
## 1547 Valid 4.696786430 4.074104934 -0.0955307277 2.635529e-01
## 1548 Valid 4.751889409 4.210639341 -0.1791723647 1.068103e-01
## 1549 Valid 5.073028082 4.300588600 -0.2253883220 2.387877e-02
## 1550 Valid 4.953796509 4.258909755 -0.2512013322 -1.946889e-01
## 1551 Valid 4.940185999 4.340909696 -0.3303897838 -3.595216e-01
## 1552 Valid 4.972310522 4.447791163 -0.4565150066 -4.379347e-02
## 1553 Valid 4.433797251 4.202310590 -0.4805417009 1.865125e-01
## 1554 Valid 3.269673145 3.605337291 -0.5012215964 8.727402e-01
## 1555 Valid 1.959477093 3.211094529 -0.6013948318 5.770600e-01
## 1556 Valid 0.887775411 2.946970843 -0.6601450658 -2.558792e-01
## 1557 Valid -0.002475452 2.681600396 -0.8324387750 -8.290021e-01
## 1558 Outlier 0.584578697 1.649185043 -1.0166030855 3.431192e-01
## 1559 Outlier 1.582641339 0.956642929 -0.9529803371 8.058131e-01
## 1560 Outlier 2.697784437 0.809084210 -0.7219366107 1.710608e-01
## 1561 Outlier 2.975282435 1.806711299 -0.4535066006 -7.173737e-02
## 1562 Outlier 3.258944292 2.265584846 -0.5226560798 -2.262495e-01
## 1563 Outlier 3.358635177 2.244479972 -0.6990848689 -9.259159e-01
## 1564 Outlier 3.325688399 2.239853459 -0.5305341127 -9.036425e-01
## 1565 Valid 3.051719515 2.375564778 -0.3688149226 -6.445359e-01
## 1566 Valid 2.543978837 2.090262230 -0.4178771386 -4.108435e-01
## 1567 Valid 2.377599631 1.522966984 -0.5570357103 -8.304828e-02
## 1568 Outlier 2.754204194 0.872728687 -0.6231347214 4.474630e-01
## 1569 Outlier 3.439416166 0.529310481 -0.7115171741 8.598401e-01
## 1570 Outlier 4.089216702 0.411627478 -0.7479583382 1.010238e+00
## 1571 Outlier 4.705962516 1.647106460 -0.6563483717 -1.737281e-01
## 1572 Outlier 3.880629507 1.088489375 -0.6634475770 4.180133e-01
## 1573 Outlier 3.978197185 -4.434213732 -1.2703227569 1.341349e+00
## 1574 Outlier 4.794833020 -7.623083802 -1.3882145415 1.813196e-01
## 1575 Outlier 4.749799062 -9.090595885 -1.3580133900 -1.661253e-01
## 1576 Outlier 4.815092617 -8.938296109 -1.2863274650 3.013536e-01
## 1577 Outlier 4.911537381 -7.605456109 -1.0882799665 9.553494e-01
## 1578 Outlier 5.120859954 -7.125083979 -1.1897779789 4.442889e-01
## 1579 Outlier 5.722180881 -7.100567944 -0.9692033994 -4.338217e-01
## 1580 Outlier 5.682454232 -7.570479354 -0.8646052067 -3.815949e-01
## 1581 Outlier 5.290396789 -8.341554503 -0.9332624335 -6.936219e-01
## 1582 Outlier 5.414485256 -7.689106874 -0.8496149048 -1.520480e-01
## 1583 Valid -8.082276723 1.218702999 -1.5879078273 -1.022918e-01
## 1584 Valid -7.984770926 1.149979479 -1.5836224617 9.209556e-02
## 1585 Valid -8.037476195 1.144674521 -1.8374527028 -1.014413e-01
## 1586 Valid -7.999123974 1.296541654 -2.0420618529 -1.014169e-01
## 1587 Valid -6.664779276 1.602633399 -1.2688944176 4.052961e-01
## 1588 Valid -6.282753909 1.549797433 -1.2409565358 4.965562e-01
## 1589 Valid -6.505091120 1.347989376 -1.6010950689 -9.971281e-02
## 1590 Valid -6.936412166 1.522062935 -1.7717546539 -3.029126e-01
## 1591 Valid -7.482703367 1.577716068 -1.6870222336 2.744456e-01
## 1592 Valid -6.555929682 1.955782657 -1.6973460636 -3.674798e-01
## 1593 Valid -5.801528392 1.960139640 -1.6123210372 -1.089108e+00
## 1594 Valid -4.967325763 1.796908247 -1.2614338455 -1.972465e+00
## 1595 Valid -3.674295065 1.987389060 -0.9392891676 -2.659143e+00
## 1596 Valid 3.645807070 3.157608351 -0.0904821269 -1.394211e+00
## 1597 Valid 5.194449846 3.994462262 0.0718332436 2.750125e-01
## 1598 Valid 4.471371186 3.711366096 0.0361952507 5.072970e-01
## 1599 Valid 4.683551268 4.039276172 -0.1929113191 8.656134e-01
## 1600 Valid 4.667753715 4.166015301 -0.1146790098 7.660184e-01
## 1601 Valid 4.184022860 3.837847654 0.0826021761 8.225084e-01
## 1602 Valid 4.025988572 3.872866866 -0.0302711451 8.512456e-01
## 1603 Valid 4.020100882 3.965727808 -0.2666890988 1.122189e+00
## 1604 Valid 4.865922778 4.193050802 -0.3165752401 2.533899e-01
## 1605 Valid 5.170437030 4.237798532 -0.2233569291 -1.609271e-01
## 1606 Valid 5.298706957 4.275389008 -0.1476345153 -1.737719e-01
## 1607 Valid 5.172731670 4.319545433 -0.1626350383 1.647153e-02
## 1608 Valid 4.319560331 4.167403056 -0.4599095110 4.413319e-01
## 1609 Valid 3.764100571 3.904411290 -0.4788818894 7.094702e-01
## 1610 Valid 2.822869676 3.307984480 -0.4389212549 1.945957e-01
## 1611 Valid 1.269446935 3.243488144 -0.6501680009 -7.040529e-01
## 1612 Valid 0.532603561 2.973910434 -0.6610132128 -6.285975e-01
## 1613 Valid -0.373049161 2.420485765 -0.7700444885 -1.488834e-02
## 1614 Valid -0.056501764 1.439667649 -1.0611190756 1.131174e+00
## 1615 Valid 0.839372263 1.147577107 -0.9326072911 9.632335e-01
## 1616 Outlier 1.555961768 0.784526573 -0.9575713541 6.483477e-01
## 1617 Outlier 2.248019820 0.775939695 -0.8753220131 4.573852e-01
## 1618 Outlier 2.561809165 1.158892250 -0.5921755690 5.468167e-01
## 1619 Outlier 3.725878335 2.046803362 -0.4819561450 1.617627e-01
## 1620 Outlier 3.977080204 2.226413090 -0.4462520435 -7.762317e-02
## 1621 Outlier 3.503310578 2.155752523 -0.2413612494 -2.534306e-01
## 1622 Valid 2.722330544 1.995083498 -0.2785957747 -1.997422e-01
## 1623 Outlier 1.832857273 1.324953327 -0.5161667102 2.408227e-01
## 1624 Outlier 4.176080618 2.083937839 -0.9358165502 2.136948e-01
## 1625 Outlier 4.257889088 3.048989152 -0.5551541672 -6.642914e-01
## 1626 Outlier 2.477874257 1.070513638 -0.8058345496 -9.349821e-01
## 1627 Outlier 2.155126466 -1.164060220 -1.1134990589 -5.950535e-01
## 1628 Outlier 4.545442660 -7.807192309 -1.6576354913 1.676673e-01
## 1629 Outlier 4.824301665 -8.541120151 -1.4579845199 -2.411402e-01
## 1630 Outlier 4.776397636 -8.828533566 -1.4648739060 -2.894901e-01
## 1631 Outlier 4.775100015 -8.975050390 -1.4497864489 3.281475e-01
## 1632 Outlier 4.748959078 -9.006264087 -1.4396275707 8.512262e-01
## 1633 Outlier 5.136594999 -7.287455750 -1.3600961868 9.033414e-01
## 1634 Outlier 5.293046266 -6.999562841 -1.1860332929 6.399971e-01
## 1635 Outlier 5.403288330 -8.138486727 -0.9144905437 1.703908e-01
## 1636 Outlier 5.421692032 -8.342534195 -0.8093962525 -1.782764e-01
## 1637 Valid -7.409352712 1.576426810 -1.4297308411 -5.218179e-01
## 1638 Valid -7.893600458 1.508712221 -1.5291470161 -3.115626e-01
## 1639 Valid -8.470989490 1.345930554 -1.6414646064 1.406880e-01
## 1640 Valid -8.125918266 1.211053755 -1.8570771279 -1.147251e-01
## 1641 Valid -7.789706875 1.319548769 -1.8960753873 -5.256606e-01
## 1642 Valid -7.280891147 1.497298192 -1.5907416960 -3.003274e-01
## 1643 Valid -7.005164774 1.615773179 -1.4393110413 -1.432335e-01
## 1644 Valid -6.831728385 1.578881219 -1.4440339033 1.369693e-01
## 1645 Valid -6.439560060 1.451316109 -1.4981355320 -9.074349e-02
## 1646 Valid -6.605918151 1.639097180 -1.5496687583 -2.075164e-01
## 1647 Valid -7.278196550 1.566942513 -1.5391417872 -7.081706e-01
## 1648 Valid -6.650897033 1.707744376 -1.5202209969 -1.136447e+00
## 1649 Valid -5.470331219 1.841960360 -1.4731747589 -1.704392e+00
## 1650 Valid -4.031619780 2.138113172 -1.3429234192 -2.211915e+00
## 1651 Valid -0.474879675 3.043085153 -0.7832673089 -3.874575e+00
## 1652 Valid 1.645698867 3.578601646 -0.4012380512 -3.831061e+00
## 1653 Valid 5.440529355 3.715792052 0.2381001253 -3.941010e-01
## 1654 Valid 5.742326008 3.702239002 0.2322436036 1.773283e-01
## 1655 Valid 5.682316859 3.684038580 0.1681610735 2.718011e-01
## 1656 Valid 4.836539481 3.677451474 0.1127422378 2.905625e-01
## 1657 Valid 4.581469666 3.632017827 0.1399872972 1.095441e-01
## 1658 Valid 3.826054589 3.541968960 0.0227002101 4.117386e-01
## 1659 Valid 4.030438485 3.732980427 0.1204176000 7.074832e-01
## 1660 Valid 3.789801830 3.438561239 0.3256030119 5.594811e-02
## 1661 Valid 3.542351550 3.539030697 0.1744366226 4.432122e-01
## 1662 Valid 3.327948807 3.561772252 -0.2081049548 6.798705e-01
## 1663 Valid 3.871845657 3.885112704 -0.2859924789 7.382049e-01
## 1664 Valid 4.507338847 4.002336759 -0.2912372102 5.229574e-01
## 1665 Valid 4.897588757 4.097904366 -0.1241423071 5.106915e-01
## 1666 Valid 4.950582317 4.001294084 -0.1697710360 6.984948e-01
## 1667 Valid 3.065761178 3.540368250 -0.5106523228 9.657316e-01
## 1668 Valid 2.631188830 3.347800027 -0.4481683443 5.157272e-01
## 1669 Valid 2.515715203 3.294539705 -0.4208515022 -6.846195e-02
## 1670 Valid 2.293961255 3.089791386 -0.2390032038 -2.952124e-01
## 1671 Valid 1.271011061 3.053766887 -0.4416067410 4.908594e-01
## 1672 Valid 0.521104079 2.929884086 -0.6256619297 6.941448e-01
## 1673 Valid -0.488081593 2.644188383 -0.7307540964 3.772548e-01
## 1674 Valid -1.344019359 2.142717832 -0.9989158054 5.593771e-01
## 1675 Valid -0.510827586 1.890058657 -0.9815113490 5.427330e-01
## 1676 Outlier 2.458069520 1.017163930 -0.3311157958 4.986381e-01
## 1677 Outlier 2.767622258 1.307339422 -0.3590277388 8.255518e-01
## 1678 Outlier 3.089184090 1.520722600 -0.3307712261 9.398773e-01
## 1679 Outlier 3.364341487 1.760843703 -0.3874049689 1.203578e+00
## 1680 Outlier 3.107934543 1.963567957 -0.3164504847 1.088304e+00
## 1681 Valid 2.471626342 1.965953478 -0.3463599025 7.462073e-01
## 1682 Valid 1.746446227 1.798568150 -0.4512701907 6.367120e-01
## 1683 Outlier 1.043614771 1.682833679 -0.4261854829 7.177662e-01
## 1684 Outlier 2.468116444 2.282566787 -0.7255599949 -1.286033e-01
## 1685 Outlier 4.241532174 3.145089923 -0.5330198391 1.408898e-01
## 1686 Outlier 4.164885080 3.428005579 -0.3859945698 1.409033e-01
## 1687 Outlier 3.536077947 3.301491902 -0.3519212547 -1.671585e-01
## 1688 Outlier 2.500297637 2.868559665 -0.3725142456 -7.788520e-01
## 1689 Outlier 1.627173504 1.395827780 -0.5567616805 -1.028255e+00
## 1690 Outlier 2.501762454 -4.549121703 -1.5759907384 5.728029e-02
## 1691 Outlier 4.833461964 -8.557316304 -1.5271622627 -1.244642e-01
## 1692 Outlier 4.777959303 -9.020141073 -1.4514387760 -2.733773e-01
## 1693 Outlier 4.387573239 -9.838592455 -1.6065463246 4.951029e-01
## 1694 Outlier 4.551688624 -8.596101713 -1.4045812616 9.858420e-01
## 1695 Outlier 4.606525881 -7.996955761 -1.2643522686 1.350956e+00
## 1696 Outlier 4.830918620 -8.173592818 -1.1902177941 1.301381e+00
## 1697 Outlier 5.528804650 -8.313687024 -0.9990008890 4.298455e-01
## 1698 Outlier 5.565958259 -7.876383194 -0.8704992818 1.574791e-01
## 1699 Valid -7.073241941 1.507952322 -1.4442997482 5.058019e-02
## 1700 Valid -8.521120816 1.225815805 -1.7589017709 2.334946e-01
## 1701 Valid -8.067050490 1.204102069 -1.7966215510 1.595869e-01
## 1702 Valid -6.546916706 1.444822069 -1.3021846488 -3.495530e-01
## 1703 Valid -6.215554587 1.390234189 -1.1810011477 -5.308151e-01
## 1704 Valid -5.882622590 1.704275805 -0.7938047231 -1.483842e+00
## 1705 Valid -4.991691256 1.985109902 -0.7485629669 -1.542572e+00
## 1706 Valid -1.896947728 2.656104002 -1.0071360483 -1.375549e+00
## 1707 Valid 0.558904231 3.152541622 -0.7986519570 -1.653580e+00
## 1708 Valid 2.871731839 3.825436048 -0.5806640928 -1.652320e+00
## 1709 Valid 4.720102048 4.339360623 -0.2635618347 -1.134004e+00
## 1710 Valid 5.583628423 4.073712533 0.1021984171 8.362277e-02
## 1711 Valid 5.650019777 3.770040085 0.2232410540 2.907415e-01
## 1712 Valid 4.956158262 3.652455227 0.0438347662 1.645312e-01
## 1713 Valid 4.669337351 3.512886454 0.1921740347 1.493664e-01
## 1714 Valid 4.456129223 3.379299503 0.1339634670 2.998385e-01
## 1715 Valid 3.994950593 3.362419268 0.0513888250 -1.166834e-01
## 1716 Valid 3.577095299 3.879811389 -0.2529208955 -4.483752e-02
## 1717 Valid 3.608364026 3.576413644 0.1778315094 -4.644698e-01
## 1718 Valid 3.984372194 3.309772307 0.3177304417 -4.794525e-01
## 1719 Valid 3.702678180 3.516083376 0.1461177594 -7.364293e-01
## 1720 Valid 3.786842258 3.718951774 -0.2046944298 -4.469526e-01
## 1721 Valid 4.472896222 3.721760607 -0.1072261828 6.917358e-01
## 1722 Valid 4.401863014 3.707081222 -0.1813316832 7.802786e-01
## 1723 Valid 4.009022305 3.685495037 -0.1425115143 6.681870e-01
## 1724 Valid 3.494935914 3.655251933 -0.2748621953 5.020422e-01
## 1725 Valid 2.861567056 3.472207238 -0.3266474019 3.785025e-01
## 1726 Valid 2.094400872 3.363730298 -0.5122875167 1.432312e-01
## 1727 Valid 2.287338751 3.334145350 -0.4539554462 4.516688e-01
## 1728 Valid 2.167628418 3.105251800 -0.2478888656 8.283112e-01
## 1729 Valid 1.644199247 2.851214881 -0.2679890926 1.019073e+00
## 1730 Valid -0.111240327 2.571308463 -0.4555852087 8.068982e-01
## 1731 Valid -0.932016971 2.418305826 -0.4706934886 2.275476e-01
## 1732 Valid -1.854830070 2.330070324 -0.4870170079 -2.638126e-01
## 1733 Valid 0.735373287 1.201460388 -0.7004733742 4.891066e-02
## 1734 Outlier 1.036047353 0.871390501 -0.6176738075 3.488350e-01
## 1735 Outlier 1.008638514 0.840339795 -0.6439003719 9.416228e-01
## 1736 Outlier 0.954754221 0.907293741 -0.4920960227 1.487207e+00
## 1737 Outlier 1.031449994 1.057008441 -0.3361030057 2.347412e+00
## 1738 Outlier 1.074365081 1.152215271 -0.4066035044 2.593158e+00
## 1739 Outlier 1.120888648 1.487951641 -0.4759632932 2.123844e+00
## 1740 Valid 1.080566914 1.640969224 -0.4519740042 1.428517e+00
## 1741 Outlier 0.756004049 1.514569398 -0.5235653006 9.171973e-01
## 1742 Outlier 0.386337154 1.404254459 -0.3060423797 5.388570e-01
## 1743 Outlier 0.221339423 1.278107519 -0.2552839898 4.596080e-01
## 1744 Outlier 0.608464182 1.625081486 -0.2372140531 5.493396e-01
## 1745 Outlier 1.473439829 2.226630164 -0.4171752649 8.988881e-01
## 1746 Outlier 2.507857910 2.785856826 -0.4865585178 1.234556e+00
## 1747 Outlier 3.139521154 3.101034125 -0.4854607426 1.520707e+00
## 1748 Outlier 1.426275093 0.838665455 -0.7573651160 -7.588202e-01
## 1749 Outlier 1.343577246 -2.185346963 -1.3453046674 -6.542369e-02
## 1750 Outlier 2.470710965 -5.389545494 -1.8662337237 1.985417e-01
## 1751 Outlier 4.788130153 -8.311908289 -1.5634181078 -1.060179e-01
## 1752 Outlier 4.482863862 -9.383944462 -1.5659123622 7.585035e-02
## 1753 Outlier 4.256532956 -10.059233518 -1.6355208556 8.842057e-02
## 1754 Outlier 4.251776850 -9.954864644 -1.5043356955 2.917761e-01
## 1755 Outlier 4.760393879 -7.300750336 -1.0338460644 -2.859261e-01
## 1756 Valid -8.828792236 1.423742771 -1.9015654044 2.782607e-01
## 1757 Valid -7.559590372 1.117007019 -1.6546845576 -2.210716e-01
## 1758 Valid -6.957982957 1.245727068 -1.5323750104 -1.607288e-01
## 1759 Valid -6.601500473 1.370126302 -1.4514074052 -6.487275e-02
## 1760 Valid -6.215906360 1.495661091 -1.3886849766 -3.420451e-01
## 1761 Outlier -4.828057178 1.591514396 -0.9474885355 -1.068626e+00
## 1762 Outlier -5.006363999 1.605004562 -0.6491560161 -5.512875e-01
## 1763 Outlier -4.127778611 1.945268325 -0.6119850572 -2.706728e-01
## 1764 Valid -0.803410254 2.812235681 -0.8649588211 -3.597632e-01
## 1765 Valid 1.882025379 3.505576405 -0.7410095540 -3.497618e-01
## 1766 Valid 4.144701749 4.103989779 -0.5506941871 -1.600154e-01
## 1767 Valid 5.615941870 4.412188366 -0.0654197108 2.916706e-01
## 1768 Valid 5.324882073 4.055535951 0.1496147857 3.933909e-01
## 1769 Valid 5.100118631 3.737747580 0.2186529124 5.088993e-01
## 1770 Valid 4.580886440 3.673638237 0.0973393020 2.642183e-01
## 1771 Valid 4.439682538 3.568585913 0.1412267815 1.333462e-01
## 1772 Valid 4.284153506 3.495185840 0.0630748942 1.525514e-01
## 1773 Valid 4.055013521 3.484570136 0.1043795875 4.574643e-02
## 1774 Valid 3.958127441 3.420283951 0.1422470759 -1.501853e-01
## 1775 Valid 3.875299351 3.558405393 -0.0773517612 -9.133495e-02
## 1776 Valid 4.595172707 3.725952774 0.2615698981 -4.245376e-01
## 1777 Valid 4.739724972 3.530677663 0.1827420461 -5.680402e-01
## 1778 Valid 4.334292759 3.710698991 -0.1902071731 -2.440251e-01
## 1779 Valid 4.083303825 3.556448682 -0.1299989054 1.728561e-03
## 1780 Valid 3.819439908 3.610172479 -0.1497004978 -1.362135e-02
## 1781 Valid 2.978518184 3.418049740 -0.2075865627 -1.096892e-01
## 1782 Valid 2.541016982 3.239148340 -0.2472779364 -9.340047e-02
## 1783 Valid 1.986581102 3.337148106 -0.5190415819 1.571949e-01
## 1784 Valid 0.184956824 2.450033213 -0.4266329612 -2.462017e-02
## 1785 Valid -0.982251452 2.303695492 -0.3354637790 1.074059e-01
## 1786 Valid -1.357554449 2.417647052 -0.5036001606 -2.097705e-01
## 1787 Valid -1.603530887 2.359490927 -0.7627989271 -2.603385e-01
## 1788 Valid -0.706810315 1.919967286 -0.8320219138 4.618920e-01
## 1789 Valid -0.256558998 1.513879650 -0.7232630430 9.051054e-01
## 1790 Outlier -0.549548112 1.155302671 -0.2653150274 1.242683e+00
## 1791 Outlier -0.794789706 0.890658187 -0.0919839015 1.167948e+00
## 1792 Outlier -1.038949643 0.615835356 -0.1360846696 1.578564e+00
## 1793 Outlier 0.639065420 1.810345244 -0.0959251264 2.507493e+00
## 1794 Outlier 1.127350431 2.189181789 -0.1982588464 2.189940e+00
## 1795 Outlier 2.996732719 3.072007887 -0.3239770633 4.095425e-01
## 1796 Outlier 2.797257796 2.669691619 -0.0987651046 -1.666871e-01
## 1797 Outlier 1.610985255 1.865855963 -0.2973695029 -4.365018e-01
## 1798 Outlier 0.821637915 -0.113199583 -0.7783655642 -6.390967e-01
## 1799 Outlier 1.306974149 -3.121105949 -1.3484411301 -3.128145e-01
## 1800 Outlier 3.076637535 -5.935646618 -1.4853706336 -6.265072e-02
## 1801 Outlier 4.491523321 -9.087754094 -1.4245087199 -3.748630e-01
## 1802 Outlier 4.324540229 -9.906284314 -1.4358047716 -3.685050e-01
## 1803 Outlier 4.315699811 -10.802522453 -1.3620068067 -5.799109e-02
## 1804 Outlier 4.133048408 -9.127749736 -1.4066030456 -5.333015e-01
## 1805 Outlier 3.917089976 -5.880872912 -1.1666650011 -1.072156e+00
## 1806 Outlier 3.233391155 -2.004575653 -0.4690534040 -6.381701e-01
## 1807 Valid -7.529791665 1.145482995 -1.4928667444 1.584248e-01
## 1808 Valid -8.874225229 1.188263983 -2.1375347524 -6.868151e-02
## 1809 Valid -8.628753634 1.196198208 -2.0427121296 -1.715836e-01
## 1810 Valid -8.008518242 1.037249606 -1.8602167945 -1.711509e-01
## 1811 Valid -6.576054219 1.318128025 -1.3478077064 -2.824068e-01
## 1812 Valid -5.141608369 1.559373952 -1.0664529290 -9.532421e-01
## 1813 Outlier -4.204864458 1.752346139 -0.7698204512 -6.699948e-01
## 1814 Outlier -4.277006035 1.679458121 -0.8305954966 2.493699e-02
## 1815 Outlier -4.536110171 1.566612355 -0.7101952095 4.098946e-01
## 1816 Outlier -4.617615121 1.395313603 -0.4933731208 6.320731e-01
## 1817 Outlier -4.701463828 1.511198015 -0.3776158903 6.925626e-01
## 1818 Outlier -3.913953571 1.890481056 -0.4864006538 6.851517e-01
## 1819 Outlier -2.574641014 2.409790558 -0.7303548083 3.539616e-01
## 1820 Valid 2.218734301 3.668092154 -0.5658591340 -1.436726e-01
## 1821 Valid 5.331112628 4.308391212 -0.0500741396 1.862994e-01
## 1822 Valid 4.938799638 4.090764441 0.0865517978 2.782610e-01
## 1823 Valid 4.469681892 3.727570864 0.2223888770 2.323879e-01
## 1824 Valid 4.391173327 3.745890479 0.1380899478 2.440892e-01
## 1825 Valid 4.367559857 3.806091647 0.0571729738 1.552047e-01
## 1826 Valid 4.269565233 3.745615209 0.0942860976 6.069593e-02
## 1827 Valid 3.856838281 3.748027096 -0.0213781763 6.357717e-03
## 1828 Valid 3.940087401 3.609260279 0.0980809924 2.340369e-01
## 1829 Valid 4.135115152 3.582424646 -0.0277029977 -2.695481e-01
## 1830 Valid 4.123016528 3.917155158 -0.2035513398 -3.971200e-01
## 1831 Valid 4.369354917 4.178187633 -0.1224462205 -1.784197e-01
## 1832 Valid 4.700093953 4.109094101 -0.0064863240 -2.899709e-01
## 1833 Valid 4.977125559 4.067622053 -0.0833906968 -8.087218e-02
## 1834 Valid 5.005276400 4.046397520 -0.1226419896 -1.002376e-01
## 1835 Valid 4.893682958 3.897429518 -0.2556229205 -2.589879e-01
## 1836 Valid 3.884397426 3.651957737 -0.1890125543 -1.494912e-01
## 1837 Valid 2.215523647 3.514836578 -0.4904815538 -6.226265e-02
## 1838 Valid 2.066794276 3.424651790 -0.4320515697 -1.226774e-01
## 1839 Valid 0.460183323 2.501190333 -0.5110475108 -5.358751e-01
## 1840 Valid -0.088837940 2.289150306 -0.4054251576 -7.316875e-01
## 1841 Valid -0.755718426 2.363371325 -0.4127110009 -7.478892e-01
## 1842 Valid -1.194927117 2.253353146 -0.5607986894 -3.807020e-01
## 1843 Valid -1.409049850 2.025342893 -0.6985327231 3.824734e-01
## 1844 Outlier -1.465170736 0.906152367 0.1140086683 1.546642e+00
## 1845 Outlier -0.967035337 1.252098985 -0.0397116222 1.746343e+00
## 1846 Outlier -0.205027919 1.882899777 -0.4120955513 1.595175e+00
## 1847 Outlier 1.146530193 2.538313777 -0.4685418662 1.120827e+00
## 1848 Outlier 2.548431133 2.878823338 -0.3094018971 7.589753e-01
## 1849 Outlier 2.047269437 2.275657809 -0.1638834346 -2.796033e-01
## 1850 Outlier 0.902462680 1.408601084 -0.5218696801 -7.950474e-01
## 1851 Outlier 0.703875941 -0.738620917 -1.0412392885 -5.921093e-01
## 1852 Outlier 2.046171409 -3.744943564 -1.3008962087 -8.370204e-02
## 1853 Outlier 3.663352265 -6.412973615 -1.4313395615 1.660537e-01
## 1854 Outlier 4.586703637 -8.716856954 -1.1451656607 -3.571388e-01
## 1855 Outlier 4.370598301 -10.751042610 -1.3099357786 -1.652328e-01
## 1856 Outlier 4.245886055 -10.551028619 -1.4010079649 3.478062e-01
## 1857 Outlier 3.885097164 -6.571975464 -1.1730857276 -1.490240e-01
## 1858 Outlier 2.713716340 -0.408818422 -0.3386011292 -8.474017e-01
## 1859 Outlier 2.313291750 1.368813426 -0.0421167467 -6.636174e-01
## 1860 Valid -7.995307819 1.101213361 -1.4618720097 2.620072e-01
## 1861 Valid -8.795249065 0.950148010 -1.7149638448 1.611495e-01
## 1862 Valid -9.002961086 0.970722722 -1.8373796607 -1.913324e-02
## 1863 Valid -8.657845156 1.062019261 -2.0538964214 -2.639899e-01
## 1864 Valid -8.066127369 1.265142643 -1.9129284131 -6.827392e-01
## 1865 Valid -5.913769531 1.523844677 -1.2086656625 -9.493374e-01
## 1866 Outlier -5.391650282 1.691428913 -1.0421856921 -9.208718e-01
## 1867 Outlier -4.626476969 1.774689910 -0.9558623705 -6.405228e-01
## 1868 Outlier -3.921817336 1.868748381 -0.8589924006 2.900653e-01
## 1869 Outlier -4.410402330 1.606823488 -0.8477220967 5.392688e-01
## 1870 Outlier -5.238544689 1.337595810 -0.7158162053 1.788140e-01
## 1871 Outlier -4.009298122 1.855539658 -0.7593169483 -5.096677e-01
## 1872 Outlier -2.141874726 2.435260182 -0.7978544566 -8.005821e-01
## 1873 Valid 2.286083197 3.648466884 -0.5333116762 -7.047645e-02
## 1874 Valid 4.215761179 4.117236835 -0.3321399432 1.652956e-01
## 1875 Valid 5.260941201 4.470555842 -0.0109271119 2.488498e-01
## 1876 Valid 5.015777530 4.258946165 0.0610239790 2.848575e-01
## 1877 Valid 4.487563263 3.993193772 0.1656567899 3.366490e-01
## 1878 Valid 4.235858605 3.750227856 0.2022652769 1.901424e-01
## 1879 Valid 4.136703633 3.705941382 0.2394658710 1.055657e-01
## 1880 Valid 3.986895139 3.721589298 0.0733846744 1.920784e-01
## 1881 Valid 3.923014899 3.809460005 -0.0962973890 2.769754e-01
## 1882 Valid 3.929885508 3.870175326 -0.0579174927 2.351212e-01
## 1883 Valid 3.863229878 3.918542825 -0.0969154947 2.454636e-01
## 1884 Valid 3.637430146 3.774772227 -0.0264620059 2.076882e-01
## 1885 Valid 4.498196929 3.707216062 0.0643305024 -1.980992e-01
## 1886 Valid 4.495520464 3.941132654 0.0593085875 3.015793e-01
## 1887 Valid 4.656086998 4.007687452 0.0303779870 6.816117e-01
## 1888 Valid 4.882926344 3.907985278 0.0362159265 2.677409e-01
## 1889 Valid 4.680154618 3.803729207 -0.0441307050 -3.526894e-01
## 1890 Valid 4.236923317 3.743501046 0.0143372825 -3.826629e-01
## 1891 Valid 3.708097082 3.489421616 -0.1228981490 -3.906100e-01
## 1892 Valid 3.108504406 3.287146400 -0.1502159558 -3.167692e-01
## 1893 Valid 2.855103552 3.268688295 -0.0816951937 -4.242040e-01
## 1894 Valid 2.637660610 3.454536593 -0.2126173762 -4.438271e-01
## 1895 Valid 2.526177036 3.455914235 -0.2700674179 -4.115520e-01
## 1896 Valid 2.306568476 3.220566148 -0.2505452279 -3.064533e-01
## 1897 Valid 2.002322149 3.027838305 -0.1071886123 -1.546098e-01
## 1898 Valid 1.003130227 2.606739045 -0.2279803836 -4.242208e-01
## 1899 Valid 0.706844481 2.363001416 -0.1814639513 -8.008321e-01
## 1900 Valid 0.411235846 2.279500957 -0.0154224200 -8.659107e-01
## 1901 Valid -0.426953890 2.024086667 -0.3632590420 -4.976816e-01
## 1902 Outlier -0.247623217 1.599858826 -0.2013658900 1.393293e+00
## 1903 Outlier 1.382111776 2.250857249 -0.1772155783 1.042549e+00
## 1904 Outlier 2.391213956 -4.211863497 -1.3318870111 1.251834e-01
## 1905 Outlier 3.718464504 -6.817941137 -1.3771285106 4.975503e-01
## 1906 Outlier 4.542444110 -8.115668550 -1.2436057676 2.342478e-03
## 1907 Outlier 4.799920909 -8.794848499 -1.0794733894 -4.548856e-01
## 1908 Outlier 4.212294784 -10.641849924 -1.5533371755 -3.120410e-01
## 1909 Outlier 4.129836443 -9.849061743 -1.4542847645 2.534992e-01
## 1910 Outlier 3.987957264 -6.594117411 -1.0989654552 2.110236e-01
## 1911 Outlier 3.501637077 -2.114270904 -0.5631157382 -2.289656e-01
## 1912 Valid -8.603391039 0.951462968 -1.5112155771 -2.270360e-01
## 1913 Valid -7.652521288 1.223394437 -1.7215129860 -1.173368e+00
## 1914 Valid -6.799319964 1.365913372 -1.5406754384 -4.930918e-01
## 1915 Outlier -4.849629042 1.719226692 -0.8402980579 9.770760e-02
## 1916 Outlier -4.150893370 1.749626552 -0.7085200783 3.523235e-01
## 1917 Outlier -3.860230550 1.883686502 -0.8238284573 3.104734e-01
## 1918 Outlier -4.160244029 1.744856760 -0.8026362532 2.973513e-01
## 1919 Outlier -5.745597901 1.176454498 -0.7150178984 4.123378e-01
## 1920 Outlier -4.865708489 1.609583378 -0.9101088637 -7.026639e-01
## 1921 Outlier -2.838496428 2.240655645 -0.7299819626 -1.546199e+00
## 1922 Valid -0.816013472 2.721591237 -0.6149969292 -1.678205e+00
## 1923 Valid 2.546304212 3.672466309 -0.3089481485 -1.798023e-01
## 1924 Valid 4.062412812 4.098830373 -0.1319178802 3.347329e-01
## 1925 Valid 4.677613794 4.010946098 -0.0232074494 4.360367e-01
## 1926 Valid 4.190176402 3.812820662 -0.0369574297 4.180929e-01
## 1927 Valid 3.682169004 3.856281618 -0.0575194084 4.997515e-01
## 1928 Valid 3.480845664 3.761071496 -0.1037392837 5.971815e-01
## 1929 Valid 3.501063008 3.726217064 -0.1476202521 6.185748e-01
## 1930 Valid 3.681254243 3.707765615 -0.0141452275 3.943694e-01
## 1931 Valid 3.814236338 3.717624008 0.0530070526 1.204145e-01
## 1932 Valid 3.753560594 3.674918888 0.2297953497 -1.307443e-01
## 1933 Valid 3.774211964 3.600299430 0.1599922495 -1.435543e-01
## 1934 Valid 4.538790349 3.707201193 -0.0005866226 -9.985705e-02
## 1935 Valid 4.725794434 3.679402570 0.2375636287 -1.093173e-01
## 1936 Valid 4.306326993 3.758416648 0.2168794185 2.023873e-01
## 1937 Valid 3.914625075 3.769118955 0.1294404937 7.941186e-01
## 1938 Valid 4.180440479 3.695928002 0.1471977429 5.694275e-01
## 1939 Valid 4.706964505 3.722653650 0.1420493792 3.368022e-01
## 1940 Valid 4.406208567 3.775990798 -0.1315874923 -9.981506e-02
## 1941 Valid 4.043855235 3.657848341 -0.1605691593 -4.686936e-01
## 1942 Valid 3.469887331 3.448033921 -0.0992776662 -6.204420e-01
## 1943 Valid 3.281083816 3.335071312 0.0969892914 -5.102694e-01
## 1944 Valid 3.167142358 3.296399529 0.1606083285 -4.405178e-01
## 1945 Valid 3.159336884 3.347241570 0.0594175543 -6.076682e-01
## 1946 Valid 2.499630010 3.140946669 0.0265042094 -7.249456e-01
## 1947 Valid 2.138009473 2.771595258 0.0509892310 -6.019941e-01
## 1948 Outlier 0.621798303 1.395609354 0.0883810742 1.123247e+00
## 1949 Outlier 1.837378401 1.990448362 -0.0053492084 1.005327e+00
## 1950 Outlier 2.240415397 2.361115753 -0.1750061030 4.525006e-01
## 1951 Outlier 1.352595166 2.244147212 -0.5010008761 -5.253849e-01
## 1952 Outlier 0.905857612 0.898860086 -0.6416831778 -5.986901e-01
## 1953 Outlier 1.204406524 -1.677886102 -1.2380959955 -2.840963e-01
## 1954 Outlier 4.007731440 -6.890360799 -1.6397441654 -1.326322e-01
## 1955 Outlier 4.644970853 -8.325116686 -1.5211781713 -1.113023e+00
## 1956 Outlier 4.157309885 -8.048587159 -1.4871739783 -1.577649e+00
## 1957 Outlier 4.054573779 -5.160140026 -1.0945201077 -1.398161e+00
## 1958 Outlier 3.664005498 -1.228662634 -0.5981878769 -9.363264e-01
## 1959 Outlier 3.144756839 1.748939426 -0.2674124559 -2.836257e-01
## 1960 Outlier 2.561436368 2.895536816 -0.0572491855 7.661751e-02
## 1961 Valid -7.019042763 1.482726618 -1.5651558318 -1.986344e+00
## 1962 Valid -6.050609177 1.667704659 -1.3347834202 -3.443948e+00
## 1963 Valid -6.021403898 1.564537193 -1.2547395073 -1.881196e+00
## 1964 Valid -6.796244988 1.287833758 -1.2795198536 1.686531e-01
## 1965 Outlier -6.476462827 1.453848160 -1.0844227739 1.142728e+00
## 1966 Outlier -5.790764675 1.486276043 -0.8398807270 8.488514e-01
## 1967 Outlier -5.073581779 1.539945315 -0.6067700090 5.160006e-01
## 1968 Outlier -4.657350749 1.607793438 -0.6829528293 3.406759e-01
## 1969 Outlier -4.432835763 1.736707382 -0.8908593683 3.971522e-01
## 1970 Outlier -5.244605196 1.190521682 -0.6083285540 3.062282e-01
## 1971 Outlier -5.865845967 1.149774290 -0.6233498387 -2.047755e-01
## 1972 Outlier -5.603514517 1.481869282 -0.8178346149 -8.205245e-01
## 1973 Outlier -4.041398276 1.892201858 -0.9486528591 -1.083090e+00
## 1974 Valid -1.400540935 2.488203282 -0.6475835835 -1.158096e+00
## 1975 Valid 0.729560196 2.893554261 -0.4328297483 -9.501368e-01
## 1976 Valid 1.886486087 3.237150889 -0.2218665835 -8.249621e-01
## 1977 Valid 2.638991357 3.599976592 -0.1566353095 -1.629850e-01
## 1978 Valid 3.453057210 3.871922071 -0.0044260489 4.698828e-01
## 1979 Valid 4.032627263 4.032411782 0.0846806950 8.458963e-01
## 1980 Valid 3.838988641 3.698102523 0.0471733690 1.625985e-01
## 1981 Valid 3.321699078 3.479006013 -0.0100887416 -3.395293e-02
## 1982 Valid 3.693896749 3.440811989 0.0994390013 -1.327581e-01
## 1983 Valid 4.005102859 3.463825989 0.1755597413 -2.577958e-01
## 1984 Valid 4.073947773 3.510695548 0.2862572553 -2.644129e-01
## 1985 Valid 3.973421285 3.359168941 0.1342778003 -1.723232e-01
## 1986 Valid 4.004946838 3.386367509 0.1289181363 3.347267e-02
## 1987 Valid 4.332764410 3.387030161 0.2468114503 3.189089e-01
## 1988 Valid 4.479774952 3.473823450 0.2917011140 4.739755e-01
## 1989 Valid 3.698527884 3.347096383 0.2878082336 2.804631e-01
## 1990 Valid 3.535803616 3.508286889 0.1479911709 6.106742e-02
## 1991 Valid 3.946666105 3.639796532 0.1817672741 -1.494556e-01
## 1992 Valid 4.593232895 3.830795782 0.1905592597 -2.387556e-01
## 1993 Valid 5.168770719 3.834766535 0.2640936081 -1.608901e-01
## 1994 Valid 4.964608130 3.579642850 0.1092290238 5.755873e-02
## 1995 Valid 4.603760891 3.619970731 0.0709430545 -1.659657e-01
## 1996 Valid 4.205480276 3.466325987 0.1746783173 -3.547063e-01
## 1997 Valid 3.980484109 3.319344505 0.2498467628 -3.130011e-01
## 1998 Valid 3.734651653 3.172949996 0.3410791530 -1.535538e-01
## 1999 Valid 3.615139708 3.257466646 0.3480369311 -4.778710e-02
## 2000 Valid 3.356219904 3.122171486 0.3206164455 -1.024162e-01
## 2001 Outlier 0.916632515 1.220677860 0.2100453671 1.007575e+00
## 2002 Outlier 1.743010282 1.904112938 0.0332452821 9.156624e-01
## 2003 Outlier 1.853551137 2.213503793 -0.0897483776 8.638389e-01
## 2004 Outlier 5.024397238 -5.616808782 -1.3187206424 -7.192247e-01
## 2005 Outlier 3.492966548 -3.931545658 -1.1095332161 -1.591034e+00
## 2006 Outlier 3.242173159 -2.090289695 -0.9092826117 -8.922883e-01
## 2007 Outlier 3.052278089 0.306655258 -0.5594457214 -3.525227e-03
## 2008 Outlier 2.778211618 2.106538656 -0.3033955081 5.590017e-01
## 2009 Valid -1.515493093 2.697421147 -0.6293380562 -5.087006e+00
## 2010 Valid -1.394364952 2.513674819 -0.4732232738 -3.695898e+00
## 2011 Valid -3.593988528 1.620944537 -0.5652437336 -1.720817e+00
## 2012 Valid -6.304592462 0.932680651 -0.8993458536 3.459405e-02
## 2013 Valid -7.895159229 0.636566613 -1.1542591074 8.065208e-01
## 2014 Valid -6.550064552 1.092017112 -0.5967607284 5.329836e-01
## 2015 Outlier -5.597248884 1.252603320 -0.4719911509 4.234603e-01
## 2016 Outlier -4.991732996 1.399715781 -0.6372518946 3.888012e-01
## 2017 Outlier -4.782621755 1.527051243 -0.8405963012 4.846444e-01
## 2018 Outlier -5.181852579 1.304636925 -0.6615056173 -2.608361e-01
## 2019 Outlier -4.438645459 2.039115827 -0.8446621154 -1.342677e+00
## 2020 Outlier -2.716495070 2.359722920 -0.8803425567 -1.001333e+00
## 2021 Valid -0.320577084 2.832738808 -0.6408807523 -3.784699e-01
## 2022 Valid 2.366818474 3.303363014 -0.2365284743 1.360462e-01
## 2023 Valid 2.684410976 3.469434470 -0.0652893184 2.654781e-01
## 2024 Valid 3.395112045 3.787212194 -0.0399886270 5.698740e-01
## 2025 Valid 3.648989585 3.693279284 -0.0401808417 3.313086e-01
## 2026 Valid 3.811595378 3.699561556 -0.0159581232 -3.346767e-01
## 2027 Valid 3.620739165 3.728480200 -0.1098540609 -4.903454e-01
## 2028 Valid 3.951116559 3.508629216 0.2908037890 -4.391764e-01
## 2029 Valid 4.252625008 3.578151624 0.3911740887 -3.671026e-02
## 2030 Valid 3.972933998 3.351919764 0.0453252218 2.294930e-01
## 2031 Valid 4.049334953 3.357371502 -0.0201138413 3.083331e-01
## 2032 Valid 4.066341788 3.250175005 0.1802320851 5.602122e-01
## 2033 Valid 4.072803877 3.422371436 0.2760067880 6.685260e-01
## 2034 Valid 3.894513971 3.412526700 0.2438344838 6.622462e-01
## 2035 Valid 3.636448369 3.532250331 0.1281287651 -2.323977e-01
## 2036 Valid 3.639075991 3.754466251 0.0254953941 -4.768775e-01
## 2037 Valid 4.101512851 3.907084253 0.0328917790 -3.962276e-01
## 2038 Valid 4.659015791 4.050906921 -0.0138302897 -1.862818e-01
## 2039 Valid 4.787269632 3.708867474 -0.0468604101 -1.909417e-01
## 2040 Valid 4.245688807 3.327631953 0.2684840560 -1.908955e-01
## 2041 Valid 3.828083875 2.977631620 0.3549104863 9.218414e-02
## 2042 Valid 3.413866552 2.824936958 0.5593003453 1.186447e-01
## 2043 Valid 3.259986488 2.568666638 0.6625440732 -1.589826e-01
## 2044 Valid 3.193600480 2.372163230 0.8726165283 -3.599607e-01
## 2045 Valid 2.844204227 2.005464025 0.9755738129 2.600181e-01
## 2046 Valid -1.387130520 0.176937170 1.0132835275 2.378539e+00
## 2047 Valid -3.364209674 -0.464949817 1.1209455851 2.213530e+00
## 2048 Valid -4.548694309 -0.921158007 1.5880687329 1.520392e+00
## 2049 Outlier 0.414623346 0.648546136 0.5754016837 2.783361e-01
## 2050 Outlier 1.364077202 1.432377098 0.3747667898 5.540693e-02
## 2051 Outlier 1.281352411 2.266965629 -0.0554084050 -5.085612e-03
## 2052 Outlier 1.967538295 -1.690578427 -1.3113313830 -5.467683e-01
## 2053 Outlier 3.378399761 -2.656758755 -1.1734416826 -4.044342e-01
## 2054 Outlier 3.939187197 -2.313864739 -0.8468934035 -2.878195e-01
## 2055 Outlier 3.184117903 -1.461343257 -0.7312051968 2.505966e-02
## 2056 Outlier 1.651864495 0.202055071 -0.4138419765 9.807896e-01
## 2057 Outlier 1.364328945 1.350845282 -0.3821880709 1.230006e+00
## 2058 Outlier 1.482407102 2.297844009 -0.2388100554 1.088350e+00
## 2059 Outlier 1.635860095 2.749887124 -0.1671903947 7.086477e-01
## 2060 Valid 2.747406642 3.525125239 -0.0544306698 -2.091746e+00
## 2061 Valid 2.140275793 3.049322260 0.0121034271 -1.860422e+00
## 2062 Valid -5.109651889 0.912283226 -0.4839692125 -1.887507e+00
## 2063 Valid -7.799588325 0.360348485 -0.7553787761 -8.451144e-01
## 2064 Valid -7.872487777 0.647971418 -0.7441637287 2.882191e-02
## 2065 Outlier -5.781347177 1.118842664 -0.4673108381 5.503272e-02
## 2066 Outlier -5.141099451 1.326030559 -0.6596127632 -6.613511e-02
## 2067 Outlier -4.845077421 1.318555039 -0.7352876201 -2.346393e-01
## 2068 Valid 0.060205120 2.854298988 -0.5486243381 -2.777344e-01
## 2069 Valid 1.278772040 3.018990368 -0.3518999080 2.378949e-01
## 2070 Valid 2.343072031 3.171954336 -0.0313327266 4.267964e-01
## 2071 Valid 2.706618802 3.290412621 -0.0215165871 1.736743e-01
## 2072 Valid 3.144217775 3.597648601 -0.0512658749 -1.399666e-01
## 2073 Valid 3.594727407 3.784108950 -0.0339420137 -2.857546e-01
## 2074 Valid 3.971412122 3.816498595 -0.1372784207 -2.133799e-01
## 2075 Valid 3.774114416 3.630821373 0.0020860311 -2.147791e-01
## 2076 Valid 3.961319956 3.483577536 0.1588988262 -1.545333e-01
## 2077 Valid 4.035453481 3.520486165 0.4144846458 3.861211e-01
## 2078 Valid 3.552812070 3.134166496 0.1106840607 4.013125e-01
## 2079 Valid 3.666645206 3.048545677 0.2341929584 2.761913e-01
## 2080 Valid 3.096044317 3.266430159 0.1448253723 2.813416e-01
## 2081 Valid 3.347993193 3.527526166 0.0918149583 1.108264e-01
## 2082 Valid 3.844913292 3.929632059 0.0194253486 -1.067244e-01
## 2083 Valid 4.502462650 4.133388353 0.0428122617 4.159007e-01
## 2084 Valid 4.921616405 3.912103527 -0.1582636145 3.568339e-01
## 2085 Valid 4.843522460 3.760049117 -0.3291553694 2.245031e-01
## 2086 Valid 4.732779217 3.695516177 -0.1477632994 1.148619e-01
## 2087 Valid 4.748988082 3.672322514 -0.0340124222 1.986927e-01
## 2088 Valid 3.624857045 2.876402928 0.3211491589 4.049312e-01
## 2089 Valid 3.391887290 2.604725858 0.4671177319 4.344502e-03
## 2090 Valid 3.419662958 2.536043176 0.5488184456 -4.831601e-02
## 2091 Valid -1.370313559 -0.007347971 1.3088657726 2.323677e+00
## 2092 Valid -5.352454590 -1.313914954 1.4150705264 1.529599e+00
## 2093 Valid -5.976136010 -1.567178996 1.7364131922 8.144897e-01
## 2094 Valid -4.979549670 -1.286851673 1.8182988873 1.192686e+00
## 2095 Valid -3.168853037 -0.835663708 1.7872752618 1.641901e+00
## 2096 Outlier 0.395870696 0.737826848 0.5000793195 -4.240275e-01
## 2097 Outlier 1.140438741 1.497888176 0.2720297945 -1.049507e-01
## 2098 Outlier 0.448567161 2.437813981 -0.3927166282 1.717981e-01
## 2099 Outlier 1.940842886 0.935895524 -0.5029304418 -1.544989e+00
## 2100 Outlier 2.186341220 0.185465960 -0.5554357007 -5.533157e-01
## 2101 Outlier 0.798755526 0.895226187 -0.2238278402 1.812219e+00
## 2102 Outlier 0.043470624 1.589053485 -0.0945923453 1.685807e+00
## 2103 Outlier -0.280364362 1.943592976 -0.0672319152 1.145764e+00
## 2104 Outlier -0.031021490 2.246870801 -0.1084877424 5.163942e-01
## 2105 Outlier 0.538385855 2.507410325 -0.0496778802 2.249574e-01
## 2106 Outlier 0.970771351 2.746645658 -0.1069035473 2.695587e-01
## 2107 Valid 4.454250933 3.730273165 0.2390225407 8.618668e-02
## 2108 Valid 3.854265745 3.275857159 0.2958761184 -5.439313e-01
## 2109 Valid -2.351559989 1.394947578 0.0655153073 -2.786223e+00
## 2110 Valid -5.739623423 0.646587087 -0.3335802557 -2.356652e+00
## 2111 Outlier -6.224861075 0.934897703 -0.5456957616 -8.896387e-01
## 2112 Outlier -4.720984081 1.498745350 -0.6147717692 -6.859736e-01
## 2113 Outlier -4.135844054 1.620975078 -0.9661516868 -7.461454e-01
## 2114 Outlier -3.504981083 1.951649829 -1.0634683735 -9.302101e-01
## 2115 Outlier -1.683543569 2.592905254 -0.8475990907 -7.523783e-01
## 2116 Outlier -0.804524444 2.653958137 -0.6456853979 -2.901335e-01
## 2117 Valid 0.458723163 2.847945582 -0.3177878340 8.542665e-01
## 2118 Valid 1.734334779 3.168438713 -0.2933471133 5.350794e-01
## 2119 Valid 4.048887537 4.102380696 -0.1648871920 -8.190040e-02
## 2120 Valid 3.918009589 3.838953701 -0.2665329170 -1.001196e-02
## 2121 Valid 4.008229600 3.823119640 -0.0841036683 -2.116707e-02
## 2122 Valid 4.028545325 3.450558562 0.5134599222 4.780598e-01
## 2123 Valid 3.534564670 3.350516329 0.3995375307 6.182831e-01
## 2124 Valid 2.857842780 3.181099027 0.0858868572 7.108794e-01
## 2125 Valid 2.927647999 3.072373578 0.1483510614 4.867483e-01
## 2126 Valid 3.027107050 3.258965499 0.1883091685 3.262651e-01
## 2127 Valid 3.670521960 3.790438620 0.0192912267 1.347091e-01
## 2128 Valid 3.953842539 3.837183950 -0.0195897074 2.142878e-01
## 2129 Valid 3.985034019 3.801968736 -0.0466822053 4.395946e-01
## 2130 Valid 4.119857369 3.768743934 -0.0491808722 5.637189e-01
## 2131 Valid 4.230868829 3.859149812 -0.2301452756 5.573188e-01
## 2132 Valid 4.414265703 3.786692255 -0.3896093906 4.464552e-01
## 2133 Valid 4.308967628 3.717055158 -0.2263741695 5.957459e-01
## 2134 Valid 4.209190553 3.639620766 -0.0620200409 6.719517e-01
## 2135 Valid 3.983376073 3.369269052 0.2110362009 6.697804e-01
## 2136 Valid 3.177364856 2.866978184 0.2186050623 3.290470e-01
## 2137 Valid 3.032093654 2.844910174 0.1712650103 2.858810e-01
## 2138 Valid 3.056677761 2.629430799 0.2999870837 2.866006e-01
## 2139 Valid 2.917492956 2.456664919 0.4315339767 7.521989e-01
## 2140 Valid -3.565374777 -0.804180923 1.1111665081 1.451993e+00
## 2141 Valid -5.433321235 -1.541837461 1.3300564517 8.580660e-01
## 2142 Valid -6.276701227 -1.769807986 1.4985917371 2.447272e-01
## 2143 Valid -6.546710928 -1.920160340 1.5984290793 2.357469e-01
## 2144 Valid -5.877986325 -1.786201122 1.7382564932 6.435816e-01
## 2145 Valid -4.513477432 -1.508870707 1.8308268754 1.117971e+00
## 2146 Valid -2.641675748 -0.996967394 1.8341363649 1.609099e+00
## 2147 Outlier 0.999156047 1.748993984 0.1062093426 2.960180e-01
## 2148 Outlier 1.375958021 2.852141241 -0.4917000856 -1.315599e+00
## 2149 Outlier 1.943498657 2.977868951 -0.4037299668 -1.951855e+00
## 2150 Valid 2.930599850 2.797798309 -0.1389428847 -1.533056e+00
## 2151 Outlier 2.039503279 2.283100033 -0.1705416011 -5.045232e-01
## 2152 Outlier 0.516588734 1.957246771 0.0400496698 5.186009e-01
## 2153 Outlier -1.170753006 1.832856616 -0.0699928258 8.780324e-01
## 2154 Outlier 0.508005002 2.724716800 -0.1448723612 2.653565e-01
## 2155 Valid 4.123922028 3.611650889 0.1840988950 4.817229e-01
## 2156 Valid 4.084908474 3.435597496 0.2570534407 1.832054e-01
## 2157 Valid 3.100262695 3.101759763 0.2816796660 -8.284212e-01
## 2158 Valid 1.008991483 2.352385436 0.2098041017 -2.830078e+00
## 2159 Outlier -1.544812067 1.703753899 0.0608857567 -4.388239e+00
## 2160 Outlier -3.547710572 1.204804932 -0.1912786492 -3.840216e+00
## 2161 Outlier -4.343464896 1.197239847 -0.3612376615 -2.094648e+00
## 2162 Outlier -4.433777032 1.247823911 -0.4752600598 -7.633718e-01
## 2163 Outlier -4.124467884 1.523423118 -0.5505135771 -4.660964e-01
## 2164 Outlier -3.805515827 1.632410271 -0.7184364072 -4.559475e-01
## 2165 Outlier -2.909401073 2.202676029 -1.0306563570 -2.703322e-01
## 2166 Outlier -2.035540060 2.458267444 -0.9371610105 -1.578375e-01
## 2167 Outlier -1.080931022 2.593404662 -0.8361915155 -1.957365e-01
## 2168 Outlier -0.553520958 2.591562144 -0.6697440950 6.880910e-02
## 2169 Outlier -0.595730663 2.514655567 -0.2258659224 1.240703e+00
## 2170 Valid -0.596849750 2.608955127 -0.3075878487 1.681958e+00
## 2171 Valid 0.095244939 2.806816788 -0.4976734030 1.747648e+00
## 2172 Valid 2.926129877 3.396867465 -0.0521707116 7.479365e-01
## 2173 Valid 3.867900768 3.896327085 -0.0930779215 5.222225e-01
## 2174 Valid 3.841053707 3.875011350 -0.2177401319 4.689665e-01
## 2175 Valid 4.006925178 3.884525905 -0.1450562089 -6.365700e-02
## 2176 Valid 4.057364249 3.579049819 0.1558986260 3.167696e-03
## 2177 Valid 3.880636361 3.159338391 0.5562971390 1.008656e-01
## 2178 Valid 2.620159460 3.001145177 0.2415100102 5.054624e-04
## 2179 Valid 2.817204220 3.060292905 0.3052358045 -1.475263e-01
## 2180 Valid 3.308849349 3.035095606 0.1607527337 1.384659e-01
## 2181 Valid 3.544645951 2.888405087 0.0063569801 4.327803e-01
## 2182 Valid 3.816441605 2.077798386 -0.2798695749 8.919583e-01
## 2183 Valid 3.728694193 2.252456830 -0.2124911122 1.156447e+00
## 2184 Valid 3.901615628 3.576612972 -0.3493921615 4.487445e-01
## 2185 Valid 3.817071584 3.684532377 -0.2236462820 2.928266e-01
## 2186 Valid 3.714002636 3.365983230 -0.0614981464 4.311669e-01
## 2187 Valid -5.623614966 -1.560160571 1.2719574513 -3.966671e-01
## 2188 Valid -6.204332468 -2.043567677 1.9281162265 -5.619108e-01
## 2189 Valid -5.840318623 -2.216372766 2.1240042488 -2.645124e-01
## 2190 Valid -4.094430198 -2.081829179 2.3546071814 1.170737e+00
## 2191 Valid -2.998699321 -1.660495884 2.1681841070 1.903937e+00
## 2192 Valid -2.293371079 -1.235029442 2.0075432641 2.145612e+00
## 2193 Valid 1.852529361 2.588588634 -0.3865622876 -1.560736e+00
## 2194 Valid 2.818246861 3.102814498 -0.3899465297 -2.762349e+00
## 2195 Valid 4.254448071 3.677641597 -0.2914848284 -2.188204e+00
## 2196 Valid 4.642219882 3.746258095 -0.2854955745 -1.492229e+00
## 2197 Outlier 1.989859270 2.551190693 0.0498803192 -2.956446e+00
## 2198 Outlier 0.192777106 2.162867175 -0.0608893596 -2.826136e+00
## 2199 Outlier -0.634090506 2.066007293 -0.0650204720 -1.659803e+00
## 2200 Outlier -0.745554725 2.029162058 -0.1444683128 -5.017943e-01
## 2201 Outlier 0.177435663 2.285214465 -0.0722355131 3.818278e-01
## 2202 Outlier 0.292603898 2.485051723 -0.1961080682 3.756063e-01
## 2203 Valid 2.666244181 3.260103893 -0.1619647252 1.454039e+00
## 2204 Valid 3.723523505 3.279109725 0.2386714929 5.874474e-01
## 2205 Valid 3.157107467 3.097252345 0.1751659739 -1.273604e+00
## 2206 Valid 1.967129507 2.751377437 0.2096134450 -2.798275e+00
## 2207 Outlier -1.938148177 1.714143810 -0.0122964480 -2.106819e+00
## 2208 Outlier -3.273020149 1.524930713 -0.3475815233 -7.600098e-01
## 2209 Outlier -3.613906749 1.868496783 -0.8950723259 -3.250953e-02
## 2210 Outlier -2.909304359 2.266486343 -1.0335130469 3.147676e-01
## 2211 Outlier -2.161841478 2.352885817 -0.8228415442 4.997392e-01
## 2212 Outlier -1.171937636 2.425069412 -0.5163513107 4.560973e-01
## 2213 Outlier -0.657704829 2.388737621 -0.4870955521 1.746377e-01
## 2214 Outlier -0.721578351 2.224442657 -0.3691311448 1.542248e-01
## 2215 Outlier -1.461484116 2.582508693 -0.6802903002 1.558403e+00
## 2216 Valid 0.443257589 2.955184791 -0.5202554847 1.325756e+00
## 2217 Valid 2.101664086 3.218791831 -0.1535914733 1.052162e+00
## 2218 Valid 2.782690478 3.361085223 0.0310917953 1.148462e+00
## 2219 Valid 2.837991649 3.386070830 -0.1602978992 1.312499e+00
## 2220 Valid 3.648930107 3.636839978 -0.3172102908 6.181625e-01
## 2221 Valid 3.614208204 2.988710694 0.2146813043 2.255670e-01
## 2222 Valid 3.254773924 3.050421976 0.1554607310 -1.281908e-01
## 2223 Valid 2.648060294 3.072751225 -0.0057327335 -3.542797e-01
## 2224 Valid 2.975704197 2.974996048 0.0894148385 -2.697228e-01
## 2225 Valid 3.140800131 2.582307852 0.1611323536 1.154377e-01
## 2226 Valid 3.260721366 2.089548919 0.0558752157 6.264842e-01
## 2227 Valid 3.340029750 1.573657783 -0.0821768585 1.008247e+00
## 2228 Outlier 3.515702399 1.110884649 -0.2430888646 1.148003e+00
## 2229 Outlier 3.634456819 0.511039390 -0.4496082572 1.236635e+00
## 2230 Outlier 3.592979622 1.531527893 -0.1560187352 8.372929e-01
## 2231 Valid 3.717195204 2.848101217 -0.1179284237 3.474008e-01
## 2232 Valid 3.412038157 3.168482130 0.0148490905 5.579362e-02
## 2233 Valid 3.244643408 2.879180745 0.2285228293 9.766385e-03
## 2234 Valid -1.985354949 -0.284426927 1.1507180076 -5.419743e-01
## 2235 Valid -5.799568764 -1.478348931 1.1139376033 4.272938e-02
## 2236 Valid -5.814966982 -2.069821682 1.9784421474 -2.189579e-01
## 2237 Valid -5.565107168 -2.355375248 2.3240773707 -3.851731e-01
## 2238 Valid -5.370106603 -2.582008464 2.5854876156 -3.578698e-01
## 2239 Valid -5.047893559 -2.720954397 2.6533013058 -4.600378e-02
## 2240 Valid 0.609206159 2.105471461 -0.4168092560 1.997299e-01
## 2241 Valid 2.620207453 2.911346409 -0.4889715953 -5.763489e-01
## 2242 Valid 5.812471432 4.032472356 -0.3305697091 -1.309117e+00
## 2243 Valid 5.916899340 3.965966155 -0.3057950288 -7.309129e-01
## 2244 Valid 5.680454844 3.857596038 -0.2113186585 -3.918739e-01
## 2245 Valid 5.414056868 3.757596079 -0.2227223642 -2.700863e-01
## 2246 Valid 2.860493008 2.879250708 -0.0894037418 -2.970548e+00
## 2247 Outlier 1.529779712 2.500046864 0.0205053345 -2.357082e+00
## 2248 Outlier -0.253150212 2.153063921 -0.2305240830 -3.455453e-02
## 2249 Outlier 0.154551069 2.534888263 -0.2982272629 -1.119022e-01
## 2250 Outlier 0.558808027 2.696935483 -0.2391088681 -1.235575e-01
## 2251 Outlier 1.353579829 2.951970637 -0.2136056227 6.707782e-01
## 2252 Valid 2.310367790 3.065385099 0.0824257882 8.370744e-01
## 2253 Valid 3.135728371 3.125736555 0.1966232181 4.870558e-01
## 2254 Valid 3.498033550 3.245171108 0.0993827259 3.452195e-01
## 2255 Valid 3.988876316 3.426846220 -0.0452572401 3.522331e-01
## 2256 Valid 2.974298933 2.919055790 0.3524594779 -9.653348e-01
## 2257 Valid 0.594876445 2.222131859 0.3178464157 -1.771386e+00
## 2258 Outlier -3.245644855 1.577302884 -0.5698650905 -5.138392e-01
## 2259 Outlier -3.401843655 1.725680301 -0.8088513813 -1.791897e-02
## 2260 Outlier -3.437562968 1.965981714 -0.9949331569 6.389475e-02
## 2261 Outlier -3.142174585 2.041398294 -0.9141937478 2.409159e-01
## 2262 Outlier -2.587625562 2.189232120 -0.8482253152 3.831246e-01
## 2263 Outlier -1.510228016 2.275515808 -0.6693165652 3.555775e-01
## 2264 Outlier -0.843394329 2.335498676 -0.6877038729 2.053907e-01
## 2265 Valid 0.976872170 2.440807125 -0.3748517582 8.274753e-01
## 2266 Valid 1.183860463 3.106186032 -0.5539915513 1.838441e+00
## 2267 Valid 1.987925012 3.124752736 -0.5388036991 2.027924e+00
## 2268 Valid 2.055303605 2.518610431 -0.4509562487 2.376743e+00
## 2269 Valid 2.188493624 2.223592267 -0.2165127148 2.382093e+00
## 2270 Valid 2.322444517 2.258219895 0.0733117869 1.978972e+00
## 2271 Valid 2.934268582 2.883428652 0.1639141358 2.825824e-01
## 2272 Valid 3.141838549 2.938074787 -0.0606727027 -1.072112e-01
## 2273 Valid 3.563737955 2.443142281 -0.0179255989 2.450979e-02
## 2274 Outlier 3.588278157 1.539663394 -0.0412473484 3.366956e-01
## 2275 Outlier 3.399941654 -0.994670107 -0.5207541063 7.934692e-01
## 2276 Outlier 3.525814567 -1.719321433 -0.5742737747 5.997355e-01
## 2277 Outlier 3.579672047 -2.098458588 -0.7288011323 4.977025e-01
## 2278 Outlier 3.573367668 -2.128394212 -0.6042792096 6.286595e-02
## 2279 Outlier 3.611415865 -1.365348189 -0.3982140996 -1.195637e-01
## 2280 Valid 3.800814685 3.109902441 0.2390698339 -2.396300e-02
## 2281 Valid 3.442173363 3.050935843 0.2029404516 2.002418e-02
## 2282 Valid -4.302626014 -1.116899986 1.2930399502 9.299846e-01
## 2283 Valid -5.753226017 -2.003974795 1.6169986070 5.862582e-02
## 2284 Valid -5.296889432 -2.321007786 2.1433963292 -7.249037e-03
## 2285 Valid -4.921890316 -2.563273567 2.6529150840 -3.050603e-02
## 2286 Valid -4.887199667 -2.692638784 3.0926268874 -4.537480e-04
## 2287 Valid -4.925322923 -2.953982911 3.2309874372 4.080876e-02
## 2288 Valid -5.131395302 -3.130993903 3.1436226663 5.775852e-02
## 2289 Valid -5.126884978 -3.146764415 2.9914838782 1.135740e-01
## 2290 Valid -5.097151616 -2.945779516 2.9054313879 4.796325e-01
## 2291 Valid -4.239560476 -2.374455137 2.7233693911 8.026745e-01
## 2292 Valid -0.859266380 -0.515277753 1.7632872679 5.263167e-01
## 2293 Valid 5.248747653 3.841469858 -0.4683388866 9.766128e-01
## 2294 Valid 6.206612201 4.050942555 -0.2440920623 9.514470e-01
## 2295 Valid 6.163333939 3.816824405 -0.0978567704 7.576680e-01
## 2296 Valid 5.717956887 3.600354429 -0.0399384401 8.010029e-01
## 2297 Valid 5.436403052 3.557200159 -0.1306763310 8.605269e-01
## 2298 Valid 5.361793942 3.673631316 -0.2949833375 9.188329e-01
## 2299 Valid 5.440560676 3.748225260 -0.4502141576 6.904387e-01
## 2300 Valid 3.728009653 2.942022794 -0.0146880610 -1.202544e+00
## 2301 Outlier 0.713896201 2.593350956 -0.2113455166 -7.644031e-01
## 2302 Outlier 1.560754677 2.867298498 -0.1396025904 -1.302478e+00
## 2303 Valid 2.637090300 3.252234106 -0.0047976232 1.742023e-01
## 2304 Valid 3.370003222 3.414276582 -0.0498097120 -1.407833e-01
## 2305 Valid 4.097416425 3.542465874 0.0580839721 -2.035061e-02
## 2306 Valid -0.014871982 2.207200348 0.1931759700 -1.650949e+00
## 2307 Outlier -3.407943035 1.957948591 -1.0806483563 -1.920528e-01
## 2308 Outlier -2.866562037 2.161413318 -0.8590239772 -8.951766e-03
## 2309 Outlier -0.927557039 2.292071633 -0.7296878217 -2.502410e-02
## 2310 Outlier -2.348896619 1.971223384 -0.5864167978 1.326160e-01
## 2311 Outlier -3.396187040 1.928143210 -0.6551188987 -4.150665e-02
## 2312 Valid -0.447456366 2.296601199 -0.7266202921 -3.322923e-01
## 2313 Valid 0.304836836 2.018899152 -0.3894270721 7.335019e-01
## 2314 Valid -0.276383113 2.747602394 -0.6942169184 1.063479e+00
## 2315 Valid 0.214043007 2.790732923 -0.7308278692 1.492645e+00
## 2316 Valid -0.064080102 2.380421130 -0.6776484156 2.188921e+00
## 2317 Valid -0.280879476 1.733749147 -0.6587346268 2.355985e+00
## 2318 Valid -0.159010400 1.552064464 -0.4584457096 2.384835e+00
## 2319 Valid 0.345435364 1.838049804 -0.2472167040 2.038371e+00
## 2320 Valid 1.356754574 2.481849911 -0.2207571949 1.390788e+00
## 2321 Valid 2.366887206 3.001996764 -0.2338269572 6.480405e-01
## 2322 Valid 3.103797719 3.067968236 -0.4512023201 2.254146e-02
## 2323 Outlier 3.522730319 2.787268759 -0.3683007313 -1.835868e-01
## 2324 Outlier 3.889462174 1.834219386 -0.4114109084 -4.080891e-02
## 2325 Outlier 3.746588522 0.368896574 -0.3863731026 2.262186e-01
## 2326 Outlier 3.453412228 -1.001581793 -0.5277166639 3.196612e-01
## 2327 Outlier 3.322828070 -1.860899323 -0.6411542938 2.283784e-01
## 2328 Outlier 3.530186448 -2.226558056 -0.6777256615 -5.187511e-02
## 2329 Outlier 3.840565952 -2.363109765 -0.6150315650 -4.271315e-01
## 2330 Outlier 3.930682969 -2.235405518 -0.6040146401 -8.173792e-01
## 2331 Outlier 4.106077310 -1.839246684 -0.4865891962 -1.016326e+00
## 2332 Valid 4.674795211 1.418174539 0.1597303375 -5.632407e-01
## 2333 Valid -4.818775608 -1.616578979 1.7093677502 1.579690e-01
## 2334 Valid -5.263619929 -2.391245341 2.2880398152 -3.196874e-02
## 2335 Valid -4.941445103 -2.589002819 2.7169124803 3.471176e-02
## 2336 Valid -4.933000506 -2.999643090 3.4017420794 2.242791e-01
## 2337 Valid -4.949943337 -3.145105759 3.3225832518 -8.439523e-02
## 2338 Valid -5.093919181 -3.009924366 3.0038853183 -3.053395e-01
## 2339 Valid -4.767709546 -2.626104062 2.8164784474 3.385522e-01
## 2340 Valid -3.619686979 -1.968239070 2.4434138568 8.560080e-01
## 2341 Valid 4.186567587 3.507189270 -0.5567980225 9.389321e-01
## 2342 Valid 4.933097487 3.860604046 -0.3787738752 1.365408e+00
## 2343 Valid 4.810193315 3.465472057 -0.1229492628 7.421553e-01
## 2344 Valid 4.672601802 3.451323539 -0.2888694855 3.858986e-01
## 2345 Valid 5.152413992 3.786848695 -0.5719803572 -7.108713e-02
## 2346 Valid 2.854255639 2.634168558 0.0122260215 -6.947239e-01
## 2347 Outlier 1.386990419 2.334583763 -0.0367467865 -1.119694e+00
## 2348 Outlier 1.177670585 2.560891697 -0.0277037106 -1.320553e+00
## 2349 Outlier 1.995869729 2.933271810 -0.0220831960 -1.363136e+00
## 2350 Outlier 0.164220252 2.946666669 -0.2681070651 2.494040e-01
## 2351 Outlier 0.610295907 2.989110047 -0.2304476744 6.766194e-01
## 2352 Valid 3.536973123 3.562537586 0.0079004892 9.452556e-02
## 2353 Valid 3.951954454 3.493661982 0.1653306496 1.542320e-01
## 2354 Valid 4.125769876 3.354507315 0.3731332076 1.165460e-01
## 2355 Outlier -3.090734959 1.961001851 -0.8703449109 -2.272206e-01
## 2356 Outlier -2.874396129 2.064463110 -0.8528239023 5.354011e-03
## 2357 Outlier -1.103237266 2.291289965 -0.6980935821 1.077984e-01
## 2358 Outlier -1.212816900 2.208613815 -0.4302624724 -4.134857e-01
## 2359 Outlier -1.150907238 2.370529282 -0.6147486041 -1.894623e+00
## 2360 Valid 0.291379383 2.171492286 -0.6478898144 -1.126967e+00
## 2361 Valid 0.538434435 1.943175813 -0.5737301587 -1.598891e-01
## 2362 Valid -0.291190516 1.879500553 -0.5682049569 -1.701437e-01
## 2363 Valid -0.820617433 2.184184057 -0.5289275894 -6.878544e-01
## 2364 Valid -0.625565905 2.504584802 -0.5765961620 -6.717347e-01
## 2365 Valid -1.446238456 1.885685459 -0.6774228958 2.025016e-01
## 2366 Valid -1.979785603 1.394777943 -0.6052585793 2.725193e-01
## 2367 Valid -2.117909250 1.289821737 -0.4508957708 4.263413e-01
## 2368 Valid -1.704975366 1.510034101 -0.2289554890 7.742185e-01
## 2369 Outlier 3.780461420 2.439806783 -0.4502222607 8.399711e-02
## 2370 Outlier 4.448341742 0.029874305 -0.5527820578 -5.420599e-01
## 2371 Outlier 4.076750743 -1.659358698 -0.6325357727 -1.055222e+00
## 2372 Outlier 4.366338574 -1.822272925 -0.5252545660 -1.051177e+00
## 2373 Outlier 4.518604312 -1.559347281 -0.5596774694 -1.088106e+00
## 2374 Outlier 4.783124218 -1.117483982 -0.3351564848 -9.840057e-01
## 2375 Outlier 4.920428091 -0.638159936 -0.2797560245 -7.879032e-01
## 2376 Outlier 5.275659557 1.011622938 0.1805790373 -1.909827e-01
## 2377 Valid -3.385726191 -1.345735248 2.0766912179 4.327030e-01
## 2378 Valid -4.914156469 -1.840942428 2.1050154197 7.058368e-02
## 2379 Valid -5.355830083 -2.052032818 2.2898087814 -1.523618e-01
## 2380 Valid -5.238069990 -2.410873879 2.3631828364 -4.920340e-02
## 2381 Valid -5.187872056 -2.533521998 2.5782717233 2.026888e-01
## 2382 Valid -5.100844226 -2.763064336 2.8811035628 4.939734e-01
## 2383 Valid -5.136573349 -2.899205809 3.2417456571 4.905398e-01
## 2384 Valid -4.763469414 -2.780685327 3.4370654169 -6.927780e-02
## 2385 Valid -4.534857493 -2.395765061 2.7832991365 8.233616e-01
## 2386 Valid -1.390181112 -0.818197651 1.9542054765 1.128028e+00
## 2387 Valid 3.587156135 3.439722749 -0.3547966359 8.626221e-01
## 2388 Valid 4.158302908 3.589311298 -0.1954986851 6.633618e-01
## 2389 Valid 4.222136768 3.408809782 -0.0998394741 1.942616e-01
## 2390 Valid 4.383262585 3.484649641 -0.1585358781 -4.841985e-02
## 2391 Valid 4.616092248 3.503739549 -0.3148439354 -1.044475e-01
## 2392 Valid 4.554272492 3.579285196 -0.3469052245 1.399325e-01
## 2393 Valid 3.526566284 3.194493759 -0.1677111026 -3.777879e-01
## 2394 Valid 2.216610400 2.915963159 -0.0651857098 -9.889914e-01
## 2395 Valid 3.900938137 3.586316501 -0.0749308910 -2.497761e-01
## 2396 Outlier 0.385462708 2.999770564 -0.3660757824 3.558423e-02
## 2397 Valid 3.127702085 3.465535753 -0.0234476445 7.382746e-01
## 2398 Valid 3.540014465 3.503499768 0.0580137443 5.538310e-01
## 2399 Valid 3.750191873 3.482963040 0.1514908260 4.741042e-01
## 2400 Valid 3.944218247 3.479838702 0.1662010474 1.213147e-01
## 2401 Valid 2.950903977 2.995175461 0.2568136510 -7.090937e-01
## 2402 Valid 1.166620664 2.643345180 -0.0861416247 -1.393957e+00
## 2403 Outlier -0.787655002 2.312745801 -0.4960343923 -1.584329e+00
## 2404 Outlier -2.631029009 2.223651690 -0.8497839943 -3.007481e-01
## 2405 Outlier -0.927846740 2.288916816 -0.7060286057 -9.150310e-02
## 2406 Outlier -0.239706215 2.191303222 -0.3583043922 -7.356093e-01
## 2407 Outlier -0.150824161 2.223535904 -0.2247619863 -1.693779e+00
## 2408 Outlier 1.699376392 2.102840220 -0.3830477627 -8.061939e-01
## 2409 Valid 0.085932851 2.445911957 -0.4786224233 -5.420253e-01
## 2410 Valid 0.134559856 2.745584859 -0.4405832655 -1.106820e+00
## 2411 Valid 0.476902879 2.904566645 -0.4021318828 -1.316516e+00
## 2412 Valid 0.183619312 2.513504210 -0.2712524685 -1.234077e+00
## 2413 Valid -2.422615499 1.614278546 -0.2075572819 -3.884567e-01
## 2414 Valid -1.684231421 1.841486889 -0.1314627899 1.122116e+00
## 2415 Valid -0.456433591 2.387655996 -0.4394580707 1.731582e+00
## 2416 Valid 1.540441678 2.748151698 -0.6274698075 1.303323e+00
## 2417 Outlier 5.346957084 1.976087783 -0.5604615126 -1.354570e+00
## 2418 Outlier 5.931456869 1.011641037 -0.4238224062 -2.355160e+00
## 2419 Outlier 5.969250647 0.407663297 -0.2954811714 -2.853235e+00
## 2420 Outlier 5.251053094 -0.324238261 -0.4277764566 -1.879653e+00
## 2421 Outlier 5.124218314 -0.476844334 -0.4586730452 -1.033828e+00
## 2422 Outlier 5.221545876 -0.558562465 -0.4388878433 -5.240934e-01
## 2423 Outlier 5.452047028 -0.443474328 -0.2488760798 -3.104271e-01
## 2424 Outlier 5.199794142 1.176307632 0.0842347181 -2.734338e-02
## 2425 Valid -1.804456747 -0.655792824 2.0808677102 4.553693e-01
## 2426 Valid -3.816810352 -1.452985941 2.2370881087 3.329564e-01
## 2427 Valid -4.996143585 -2.027221437 2.3336713034 -1.715491e-01
## 2428 Valid -5.270823661 -2.616344402 2.8277894768 4.714502e-02
## 2429 Valid -5.309836185 -2.874336168 2.9626883417 1.430078e-01
## 2430 Valid -5.097635600 -2.848470921 3.2333807719 3.028862e-01
## 2431 Valid -5.217496611 -2.500834317 2.7125702579 5.257163e-01
## 2432 Valid -4.340965011 -1.981327261 2.3219757066 1.177878e+00
## 2433 Valid -0.983002079 -0.265556458 1.5884375867 7.539489e-01
## 2434 Valid 3.354351531 3.387786847 -0.2567724378 6.234743e-01
## 2435 Valid 4.313790989 3.568339319 -0.1773803925 -6.690194e-04
## 2436 Valid 4.790358237 3.701540599 -0.3231765907 -8.741722e-02
## 2437 Valid 5.070804501 3.932357163 -0.3787645955 6.614692e-02
## 2438 Valid 4.412634132 3.799543211 -0.3763608166 -9.311085e-02
## 2439 Valid 3.921703953 3.509557156 -0.1785747181 -5.485089e-01
## 2440 Valid 3.415727326 3.147731164 0.0366726578 -4.321078e-01
## 2441 Valid 3.693076727 3.351542322 -0.0776943251 -6.797584e-02
## 2442 Valid 4.059996547 3.734795231 -0.1427149577 3.495095e-02
## 2443 Outlier 0.683963273 2.954764803 -0.3711965666 1.482409e-02
## 2444 Outlier 1.382023511 2.939707373 -0.3785112010 7.294423e-01
## 2445 Valid 3.674501808 3.416281414 0.1373018160 2.802363e-01
## 2446 Valid 3.286807088 3.114076441 0.2492180669 1.214509e-01
## 2447 Valid 2.392111004 2.996649203 0.0596569336 -6.015508e-01
## 2448 Valid 1.073596347 2.846576737 -0.2566082995 -1.451051e+00
## 2449 Outlier -0.384002983 2.628521056 -0.6787191732 -1.413842e+00
## 2450 Outlier -2.368491637 2.131998562 -0.8786170740 -3.145919e-01
## 2451 Outlier -2.137239620 2.199016977 -0.9231394136 -5.799253e-02
## 2452 Outlier 3.369482576 1.818342156 -0.2888978405 -1.272973e+00
## 2453 Valid 0.570701168 2.945480824 -0.4382565342 -8.639411e-01
## 2454 Valid 1.296759270 3.301540355 -0.4651241545 -4.847742e-01
## 2455 Valid -1.648211554 1.666406713 0.0543591519 -7.726945e-01
## 2456 Valid -2.501169247 1.517636587 -0.1233171293 -1.719875e-01
## 2457 Valid -2.060558620 1.839600236 -0.4548888220 1.272429e+00
## 2458 Valid -0.255820328 2.273865209 -0.6377330215 1.743096e+00
## 2459 Outlier 5.852784452 3.193635057 -0.4256537474 -9.819819e-01
## 2460 Outlier 7.706157509 2.906524135 -0.1288833287 -2.233592e+00
## 2461 Outlier 7.234653170 1.704167627 0.0233014857 -1.633006e+00
## 2462 Outlier 6.322591599 1.193798687 -0.1447950254 -1.229220e+00
## 2463 Outlier 5.670173194 0.661953624 -0.2620245136 -7.989721e-01
## 2464 Outlier 5.472339054 -0.224440965 -0.1434597112 -2.513801e-02
## 2465 Outlier 5.530514204 -0.279658052 -0.1155532859 6.217719e-02
## 2466 Outlier 5.789131648 -0.214564041 -0.1131753865 2.624684e-01
## 2467 Outlier 5.426360731 0.095996243 -0.0235421136 2.066919e-01
## 2468 Outlier 4.731611956 0.943541588 0.2157095389 -7.530931e-02
## 2469 Valid -4.599359493 -1.814922830 2.4094106348 -3.961253e-01
## 2470 Valid -4.635371612 -1.983432691 2.4429900157 -2.868667e-01
## 2471 Valid -4.484155777 -2.075469004 2.4245726246 -4.237587e-01
## 2472 Valid -4.982306151 -2.598199107 2.7210349404 -5.108876e-01
## 2473 Valid -5.183404552 -2.902941663 2.8008016256 -2.970288e-01
## 2474 Valid -5.233063794 -2.787543328 3.0452553434 9.201286e-02
## 2475 Valid -5.217859484 -2.661373827 3.1004177888 2.947720e-01
## 2476 Valid -5.463298386 -2.707612492 2.8551396291 3.454457e-01
## 2477 Valid -5.651386073 -2.597886340 2.6379779682 1.828214e-01
## 2478 Valid -5.349668344 -2.363550426 2.4026045396 4.725116e-01
## 2479 Valid -4.144252176 -1.721522886 2.2676559062 1.262313e+00
## 2480 Valid -2.348010704 -0.866749756 1.8389038412 1.616420e+00
## 2481 Valid 3.620984451 3.096594758 -0.1861441081 4.236677e-01
## 2482 Valid 4.438031576 3.451209521 -0.2014467056 2.236053e-02
## 2483 Valid 5.135250804 3.755141079 -0.2580715170 -5.504452e-01
## 2484 Valid 5.254294600 3.984507312 -0.3074883378 -6.052162e-01
## 2485 Valid 4.526267878 3.951217134 -0.2846423304 -2.012638e-01
## 2486 Valid 4.201242752 3.404464328 -0.0937541762 -6.442976e-01
## 2487 Valid 3.951076594 3.327193493 -0.0374708949 -7.176215e-01
## 2488 Valid 3.727391467 3.405858466 -0.1091143832 -2.488461e-01
## 2489 Outlier 0.644642330 2.881017302 -0.3123477503 2.928003e-01
## 2490 Outlier 1.250339992 2.769052128 -0.2004892966 7.784210e-01
## 2491 Valid 2.295536048 2.984453583 -0.0118168213 6.230626e-01
## 2492 Valid 3.352096183 3.217349944 0.3696272393 4.163259e-01
## 2493 Valid 3.043063112 3.097711320 0.3726154305 5.187851e-01
## 2494 Valid 1.004718189 2.820552806 -0.2430418738 -1.038567e+00
## 2495 Outlier -0.605270560 2.471777080 -0.5281669639 -7.218909e-01
## 2496 Outlier -2.084408573 2.193715206 -0.6518423963 -4.422621e-03
## 2497 Outlier -0.703677924 1.892274331 -1.1414364994 3.454219e-01
## 2498 Outlier 1.917132569 1.454012552 -1.0212698478 -1.245764e-01
## 2499 Outlier 4.185985480 1.201604215 -0.7303361094 -5.906434e-01
## 2500 Outlier 5.789477302 1.217487259 -0.6145294407 -5.996306e-01
## 2501 Outlier 4.689110585 1.557916775 -0.3103504369 -8.856183e-01
## 2502 Valid 2.842297512 2.321455198 -0.1901333692 -9.063123e-01
## 2503 Valid 1.145952213 2.945223187 -0.3260445317 -8.566984e-02
## 2504 Valid 0.754572856 3.065446369 -0.5618324850 7.665081e-01
## 2505 Valid 1.186343813 2.983054181 -0.4028191329 8.000376e-01
## 2506 Valid -0.004950126 2.232119857 -0.0537382430 -1.707578e-01
## 2507 Valid -2.068561988 1.453031654 -0.0933799631 -2.779838e-01
## 2508 Valid -2.781968657 1.333386260 -0.2150735649 -3.192058e-02
## 2509 Valid -2.995657365 1.435241124 -0.4416344445 2.634077e-01
## 2510 Valid -1.680227713 2.031255987 -0.5719435599 8.546160e-01
## 2511 Valid 1.864158365 3.402987244 -0.5402600643 8.120154e-01
## 2512 Outlier 9.284807743 3.349749677 0.5224767458 -3.013151e-01
## 2513 Outlier 8.195162908 2.559861976 0.4494092378 -8.164291e-02
## 2514 Outlier 7.109577842 1.894542744 0.2106709799 -1.960086e-01
## 2515 Outlier 6.154778454 1.074691315 -0.0811218543 -2.232113e-01
## 2516 Outlier 5.860853799 0.302849422 -0.2046276072 -2.914087e-01
## 2517 Outlier 5.895114802 -0.598211432 -0.0615947283 -7.803638e-02
## 2518 Outlier 5.991507735 -0.680203078 -0.1446035198 6.172630e-02
## 2519 Outlier 5.897064368 -0.517375646 -0.1024205260 -9.372936e-03
## 2520 Outlier 5.579654578 0.233909092 0.2136499628 -3.348768e-01
## 2521 Outlier 4.858329297 1.472734296 0.4014996050 -8.008639e-01
## 2522 Valid -0.506925064 -0.300755107 1.8893514102 5.650078e-01
## 2523 Valid -2.499835644 -0.950605433 2.1401777204 7.323760e-01
## 2524 Valid -3.999951144 -1.550509562 2.3349779339 2.762791e-01
## 2525 Valid -4.459461926 -1.820015848 2.3716330020 -3.975543e-02
## 2526 Valid -4.253089139 -1.968170855 2.3646341328 1.565056e-01
## 2527 Valid -4.382928912 -2.087956838 2.4164884957 1.016726e-01
## 2528 Valid -4.703887160 -2.487180486 2.5578049709 4.898256e-02
## 2529 Valid -5.047811264 -2.793606937 2.6122272174 1.052054e-01
## 2530 Valid -5.135936468 -2.843177764 2.9264588077 -1.196298e-01
## 2531 Valid -5.304759297 -2.891654613 2.8871827277 1.128034e-01
## 2532 Valid -5.609039105 -2.587908444 2.4539334534 -3.251285e-02
## 2533 Valid -3.905641050 -1.475030405 1.9322568058 1.597298e+00
## 2534 Valid 5.442157708 3.772935713 -0.3837379418 -1.244468e-01
## 2535 Valid 5.404268509 3.841638956 -0.0942307990 -1.208043e-01
## 2536 Valid 4.882853228 3.741568132 -0.1534358639 -1.869321e-01
## 2537 Valid 4.746678180 3.651763513 -0.2635504056 -1.446978e-01
## 2538 Valid 4.861982717 3.535539356 -0.0407094452 -6.438613e-01
## 2539 Valid 3.943910984 3.620398821 -0.0926386158 -3.714671e-02
## 2540 Outlier 1.458197382 2.708513171 0.0701157414 8.964279e-01
## 2541 Valid 2.857897108 2.779375767 0.5934672720 6.256606e-02
## 2542 Valid 2.767458791 2.871952793 0.4711235943 1.151513e-01
## 2543 Valid 2.757183943 3.107270877 0.2160947859 1.081351e-01
## 2544 Valid 1.986573839 2.927368725 0.0349502924 -3.406249e-01
## 2545 Valid 0.217063221 2.401579759 -0.1470493811 -5.218425e-01
## 2546 Outlier -0.943374197 1.297173181 -1.0946426576 4.711980e-01
## 2547 Outlier 4.628077851 0.414884617 -0.9924270117 8.960576e-01
## 2548 Outlier 6.293294660 0.631004300 -0.7640396720 6.890451e-01
## 2549 Valid 1.598394568 2.753750156 -0.4042418580 -1.270169e-01
## 2550 Valid 0.334960851 2.656331343 -0.4958059675 4.788033e-01
## 2551 Valid 0.012624155 2.481144393 -0.5660258206 1.530127e+00
## 2552 Valid -0.530525334 2.116258009 -0.3957797872 1.385457e+00
## 2553 Valid -1.198045848 1.748727240 -0.3745189231 6.977357e-01
## 2554 Valid -2.114656413 1.434646546 -0.3856414421 1.217940e-01
## 2555 Valid -2.846254829 1.293512958 -0.4865392877 3.832187e-02
## 2556 Valid -3.194737818 1.300931925 -0.5238184103 -1.470844e-02
## 2557 Valid -2.238540303 1.846529748 -0.5283400038 -2.205687e-01
## 2558 Valid 1.254423564 3.369781727 -0.2897118497 -2.813596e-01
## 2559 Outlier 5.775106154 4.496015990 -0.0265208332 1.838503e-02
## 2560 Outlier 9.059243440 4.485514102 0.4011631880 3.024788e-01
## 2561 Outlier 9.473919847 3.207876176 0.6691654877 4.174613e-01
## 2562 Outlier 8.248617979 2.111685219 0.6535101174 3.637282e-01
## 2563 Outlier 7.194681317 1.294669196 0.4768248991 4.136102e-01
## 2564 Outlier 6.079805788 0.078118082 -0.0380818682 -1.502539e-02
## 2565 Outlier 6.012255788 -0.331744109 0.0560416578 -4.358129e-01
## 2566 Outlier 6.393818971 -0.540058925 0.0573858007 -8.317234e-01
## 2567 Outlier 6.222859760 -0.170816608 0.3147211895 -6.542749e-01
## 2568 Valid -1.267412415 -0.810668063 2.1917928682 1.293080e+00
## 2569 Valid -4.416534117 -2.154414033 2.5024527231 4.264192e-01
## 2570 Valid -4.417026496 -2.188700339 2.4838917132 3.237335e-01
## 2571 Valid -4.554385190 -2.514253017 2.6705567650 1.661682e-01
## 2572 Valid -5.203893586 -3.137618428 3.0780962250 7.834910e-02
## 2573 Valid -5.591369544 -2.927886391 2.9280835070 4.946885e-02
## 2574 Valid -5.483917228 -2.602147337 2.5602587383 -1.871017e-01
## 2575 Valid -4.748974761 -2.006846836 2.3196538751 1.330582e-01
## 2576 Valid -2.894881248 -1.020614203 1.7540798014 8.756960e-01
## 2577 Valid 5.171657707 3.561013829 -0.4523053199 7.351330e-01
## 2578 Valid 5.720733661 3.804717190 -0.1411209598 4.142438e-01
## 2579 Valid 5.348269210 3.758201127 -0.1671904018 -4.443233e-01
## 2580 Valid 5.221434304 3.605702854 -0.0271261935 -9.153016e-01
## 2581 Valid 4.384119395 3.420557638 -0.0031881646 -5.776801e-01
## 2582 Outlier 0.419594246 2.557709106 -0.1877557406 -1.069912e-01
## 2583 Outlier 0.631353335 2.988712000 -0.3149627444 -2.815146e-01
## 2584 Outlier 0.295239763 2.891142263 -0.2746183034 2.983426e-02
## 2585 Outlier 0.517072764 2.745473705 0.0606670932 5.615411e-01
## 2586 Valid 2.395104586 2.856719848 0.7094237008 4.162971e-01
## 2587 Outlier 1.664242107 0.561815119 -1.1250210599 3.238503e-01
## 2588 Outlier 3.949807472 0.051797439 -1.1070199876 5.592898e-01
## 2589 Outlier 5.163244586 -0.050514866 -0.9191268155 3.762978e-01
## 2590 Valid 4.158044844 2.234852911 -0.3554917596 -3.057821e-01
## 2591 Valid 1.794177641 2.479883897 -0.3568140188 -2.655164e-01
## 2592 Valid -0.076318148 2.284666783 -0.3352575135 9.969051e-02
## 2593 Valid -1.682363191 1.911273542 -0.6709753431 1.185039e+00
## 2594 Valid -2.244973828 1.523433160 -0.6521689880 1.211323e+00
## 2595 Valid 1.620132567 3.408320268 -0.2457504906 -3.041555e-01
## 2596 Outlier 5.927515915 4.233313578 0.0677535302 -1.219476e-01
## 2597 Outlier 8.880065447 3.928201559 0.4415528908 3.666824e-01
## 2598 Outlier 8.917270477 2.518219070 0.5407232811 8.257423e-01
## 2599 Outlier 7.874633498 1.387365212 0.4938533450 7.927563e-01
## 2600 Outlier 7.045195004 0.553136036 0.3732591299 6.621748e-01
## 2601 Outlier 6.561740615 0.055165778 0.1832389735 8.018744e-02
## 2602 Outlier 6.802838217 0.284408125 0.1284010540 -7.198371e-01
## 2603 Outlier 6.963750218 0.110562049 0.3020194384 -6.229662e-01
## 2604 Outlier 5.939274323 1.025621298 0.7161029173 -5.048616e-01
## 2605 Valid -4.514140351 -2.225840023 2.6269277055 2.065468e-01
## 2606 Valid -4.584558784 -2.285215049 2.6301273847 1.866969e-01
## 2607 Valid -4.530068261 -2.166199365 2.3856909273 -3.868784e-02
## 2608 Valid -4.723191092 -2.160978874 2.5359905286 1.878838e-01
## 2609 Valid -4.922630893 -2.456507573 2.7692192476 2.012938e-01
## 2610 Valid -4.911179287 -2.817351243 2.9594824391 1.097568e-02
## 2611 Valid -4.748026451 -3.056428420 3.1049235052 2.544633e-02
## 2612 Valid -4.612633907 -3.143254752 3.2319319795 -7.133827e-02
## 2613 Valid -4.957426201 -3.181794935 3.0754374213 -2.054411e-01
## 2614 Valid -5.395293300 -2.903862283 2.8807000510 -3.153903e-01
## 2615 Valid -5.668201946 -2.733166289 2.6488948965 -1.298969e-01
## 2616 Valid -5.201918642 -2.502251698 2.5974732213 -2.031036e-01
## 2617 Valid -4.919986191 -2.418061206 2.5611719374 -5.179766e-01
## 2618 Valid -4.758514947 -2.228082328 2.4378625729 -2.852816e-01
## 2619 Valid -1.343202038 -0.260630392 1.2900509556 1.488724e+00
## 2620 Valid 5.186638792 3.702740088 -0.2746159790 5.804767e-01
## 2621 Valid 5.503653677 3.637591624 0.0357174079 6.613009e-02
## 2622 Valid 5.514663539 3.571352825 0.1380131072 -2.508715e-01
## 2623 Valid 5.864125005 3.880942830 -0.0821139068 -4.562689e-01
## 2624 Valid 6.006616830 3.916649698 -0.2101215206 -3.965112e-01
## 2625 Valid 5.166665897 3.556350007 -0.1633162290 -6.958523e-01
## 2626 Outlier 0.246973606 2.582495451 -0.2863261665 3.204909e-01
## 2627 Outlier 0.965669627 2.807432526 -0.1844716569 2.608196e-01
## 2628 Outlier 0.884756166 2.937978173 -0.3035752764 7.302081e-02
## 2629 Outlier -0.033322280 2.926024080 -0.3019304394 9.936405e-02
## 2630 Valid 1.645304008 2.943010241 0.4111344092 5.438374e-01
## 2631 Valid 2.993027236 2.710553631 0.5768874573 9.613790e-02
## 2632 Valid 2.973618401 2.790881612 0.5136038794 4.150540e-02
## 2633 Valid 1.777790324 2.676158360 0.4179921926 -6.163190e-01
## 2634 Valid -0.175168616 2.000398317 0.1673021415 -1.141442e+00
## 2635 Outlier -1.559613343 1.457427964 -0.2559029705 -1.024053e+00
## 2636 Outlier -1.120266525 0.967673556 -0.7585147331 -1.664006e-01
## 2637 Outlier 3.001284915 0.245074750 -0.9775484339 3.655875e-01
## 2638 Outlier 4.541800661 0.270810248 -0.8140949047 3.139477e-02
## 2639 Outlier 5.638262481 0.692442859 -0.7134915457 -1.439368e-01
## 2640 Valid -0.147441837 2.180528515 -0.4113976559 2.224742e-01
## 2641 Valid -1.427215616 1.976453434 -0.4797564307 2.346156e-01
## 2642 Valid -2.083146161 1.736702980 -0.5753160641 2.319308e-01
## 2643 Valid -2.617015200 1.568451417 -0.6800036209 2.887815e-01
## 2644 Valid -3.044341972 1.379224713 -0.7587688901 4.928021e-01
## 2645 Valid -3.297933305 1.270821960 -0.6665182549 6.554793e-01
## 2646 Valid -3.368022230 1.058695409 -0.5951222058 5.642393e-01
## 2647 Valid -3.605280503 1.115306715 -0.6698389176 1.377550e-01
## 2648 Valid 2.090532445 3.415433816 -0.2520027211 -4.320450e-01
## 2649 Outlier 6.272264400 4.035708961 0.0489332680 -1.563023e-01
## 2650 Outlier 8.277536806 2.119981867 0.3474969812 7.695676e-01
## 2651 Outlier 7.371746058 1.215730488 0.2033575326 4.242535e-01
## 2652 Outlier 6.800136962 0.504874247 0.0836757166 -7.731994e-01
## 2653 Outlier 6.880497825 0.622115594 0.2494139710 -7.760152e-01
## 2654 Outlier 6.959562237 0.800135176 0.2560327956 -4.322167e-01
## 2655 Outlier 6.986909135 0.784735010 0.2363125324 -1.303795e-01
## 2656 Outlier 7.204588061 0.697711911 0.2478349015 -1.072721e-01
## 2657 Outlier 7.217251283 0.767509424 0.1027202061 -7.453564e-01
## 2658 Outlier 6.769222013 0.896443033 0.5114428516 -8.559700e-01
## 2659 Valid 0.651996110 0.091840980 1.9526847029 1.792513e+00
## 2660 Valid -1.904451407 -0.893346444 2.2093184292 1.664805e+00
## 2661 Valid -3.785725421 -1.522952885 2.2931283920 9.030264e-01
## 2662 Valid -4.538302185 -2.088879137 2.5397735360 3.867825e-01
## 2663 Valid -4.633679499 -2.528801070 2.8187757204 2.026604e-01
## 2664 Valid -4.659213771 -2.363778251 2.8196673488 7.632079e-02
## 2665 Valid -4.273020650 -3.098843367 3.1817351888 -3.152933e-01
## 2666 Valid -5.036135809 -2.716099455 2.9021468246 -2.507812e-01
## 2667 Valid -5.528469329 -2.646044311 2.7872865529 -1.819577e-01
## 2668 Valid -5.177006480 -2.379429938 2.6895886549 1.363086e-01
## 2669 Valid -4.615862376 -2.181275056 2.6347984661 1.604460e-01
## 2670 Valid -4.564053989 -2.270819892 2.5691661787 2.150567e-01
## 2671 Valid -4.283757036 -1.957317430 2.1926675625 6.337958e-01
## 2672 Valid -2.823412664 -1.140316620 1.6596992740 1.310158e+00
## 2673 Valid -0.242823755 0.137466127 1.0208175266 1.419631e+00
## 2674 Valid 5.517031195 3.766111240 -0.0070123331 -1.699747e-01
## 2675 Valid 5.940848659 3.762488410 0.1272255590 -4.760373e-01
## 2676 Valid 6.206549752 3.694152845 0.1147499633 -2.562982e-01
## 2677 Valid 6.209421896 3.897123577 -0.0369922207 -1.241480e-01
## 2678 Valid 6.320778381 4.079197790 -0.1995556126 -9.738302e-02
## 2679 Valid 5.990184195 3.842662217 -0.2065111103 -6.915297e-01
## 2680 Outlier 0.019205142 2.649067746 -0.4595235857 2.096289e-01
## 2681 Outlier 0.418997283 2.686950612 -0.2860488106 2.543059e-01
## 2682 Outlier -0.338638795 3.012148765 -0.4920916973 1.723289e-01
## 2683 Outlier -0.023448884 2.916398602 -0.2426415657 4.022672e-01
## 2684 Outlier 0.928861159 2.879482834 0.1032608175 7.526974e-01
## 2685 Valid 2.106182478 2.727698648 0.3726842773 7.506476e-01
## 2686 Valid 2.833772438 2.706745806 0.4956407700 3.265592e-01
## 2687 Valid 3.051042887 2.698407464 0.4949334402 1.464357e-01
## 2688 Valid 2.894998087 2.874026431 0.3180736540 2.635214e-01
## 2689 Valid 0.987297435 2.490807063 0.0536079715 -9.446845e-01
## 2690 Outlier -0.745063568 1.521311023 -0.5731155518 -5.126458e-01
## 2691 Outlier 0.086938563 1.326845172 -0.8368643797 5.501289e-01
## 2692 Outlier 5.081067929 1.176756736 -0.5614498786 5.980687e-01
## 2693 Outlier 5.415828164 1.473997914 -0.3918687965 4.134952e-01
## 2694 Valid 0.082656386 2.236909081 -0.5067160276 -4.653919e-01
## 2695 Valid -1.119852727 2.166614595 -0.5209755118 -7.069958e-01
## 2696 Valid -4.057299794 0.968359191 -0.2709544102 9.896683e-02
## 2697 Valid -1.923302036 2.191670748 -0.4577419001 -3.642433e-01
## 2698 Valid 2.371474133 3.471470381 -0.2230181396 -1.912565e-01
## 2699 Outlier 8.450873308 3.348509785 0.4526053450 1.425923e-01
## 2700 Outlier 7.835140022 2.114382345 0.3013391788 -9.538034e-02
## 2701 Outlier 7.131800383 1.489762496 0.0439943572 -3.546074e-01
## 2702 Outlier 7.089620091 1.297643319 0.0930196521 -5.527256e-01
## 2703 Outlier 7.287276533 1.500113851 0.3113259794 -3.597877e-01
## 2704 Outlier 7.318136348 1.646499223 0.2441915501 -2.939587e-01
## 2705 Outlier 7.201059620 1.528867704 0.2232199041 -2.878673e-01
## 2706 Outlier 7.313870184 1.290362727 0.1143618893 -3.947408e-01
## 2707 Outlier 7.578900828 1.402207074 0.0235444767 -4.221543e-01
## 2708 Outlier 7.026270233 0.767229249 0.2868384987 3.755460e-01
## 2709 Outlier 4.519827648 1.291979458 1.0394181215 4.608699e-01
## 2710 Valid -4.556103937 -1.769824016 2.0668130825 5.660771e-01
## 2711 Valid -4.932502148 -2.257915783 2.1793663479 4.318987e-01
## 2712 Valid -4.945787314 -2.474460904 2.4316284528 2.939993e-01
## 2713 Valid -4.743728618 -2.533440247 2.6178320593 1.371374e-01
## 2714 Valid -4.528520770 -2.457076119 2.6595800310 2.496651e-01
## 2715 Valid -4.981803157 -2.450711018 2.7347708437 2.368775e-01
## 2716 Valid -5.086604538 -2.349478221 2.7221294604 -5.184290e-02
## 2717 Valid -4.607313057 -2.498397978 2.8043804563 -3.334664e-01
## 2718 Valid -4.196645005 -2.574630702 2.7480881319 -3.997938e-01
## 2719 Valid -4.115727620 -2.618165064 2.8093045985 -1.662457e-01
## 2720 Valid -5.075004352 -2.569736039 2.4476008533 2.451862e-01
## 2721 Valid -5.035408561 -2.370669125 2.6617118611 9.228226e-03
## 2722 Valid -4.617450913 -2.142009325 2.4849336164 7.693189e-02
## 2723 Valid -4.692697862 -2.171152048 2.1606291143 3.426056e-01
## 2724 Valid 5.548792396 3.886552334 -0.1064748193 -6.667611e-02
## 2725 Valid 6.203938730 3.962198112 0.0451279064 -2.041751e-01
## 2726 Valid 6.346608016 3.804654823 -0.0299308988 -4.036992e-02
## 2727 Valid 6.352010914 3.926477395 -0.1045668593 3.725033e-02
## 2728 Valid 6.322947991 4.094205965 -0.2350635454 8.562356e-02
## 2729 Valid 6.345252017 4.114005817 -0.3881189137 -1.334488e-01
## 2730 Outlier -0.091795822 2.756705824 -0.6429907202 -2.411995e-01
## 2731 Outlier 0.193359578 2.749277472 -0.5483688730 -4.063911e-02
## 2732 Outlier 0.279063499 2.620897974 -0.3820436549 3.985958e-01
## 2733 Outlier -0.024284923 2.728828864 -0.5138501943 2.534131e-01
## 2734 Valid 2.066257840 2.807867449 0.1981495960 6.193806e-01
## 2735 Valid 2.836985701 2.870526370 0.4080564968 -1.373166e-01
## 2736 Valid 2.611118742 2.951752200 0.3346197409 -2.839957e-01
## 2737 Valid 2.026620085 2.815801714 0.1997741438 -7.091797e-01
## 2738 Valid 1.157422199 2.560196370 0.0400274564 -1.381600e+00
## 2739 Outlier 0.055917468 2.158710845 -0.2244500245 -1.303290e+00
## 2740 Outlier -0.353367708 1.969810682 -0.6491007222 -2.918100e-01
## 2741 Outlier -0.003970216 1.804389576 -0.9521203589 9.635813e-01
## 2742 Outlier 1.512002566 1.707405162 -0.9667024372 1.659440e+00
## 2743 Outlier 4.645271402 1.574321164 -0.4442402384 5.660118e-01
## 2744 Outlier 4.151248762 1.710740621 -0.4059027049 -3.597346e-01
## 2745 Valid -0.148762743 2.159859341 -0.5981932493 -1.032263e+00
## 2746 Valid -1.115239124 1.957723075 -0.5632184532 -8.671704e-01
## 2747 Valid -2.175602075 1.852078530 -0.7193884676 -6.800308e-01
## 2748 Valid -3.204785238 1.491772744 -0.7423009505 -4.468348e-01
## 2749 Valid -4.288484839 0.826727632 -0.1245193655 4.130485e-01
## 2750 Valid -3.995692207 1.054164520 -0.3878859646 3.792840e-01
## 2751 Outlier 7.418202015 2.038408623 0.1557870504 -5.278386e-01
## 2752 Outlier 7.322917292 1.930395385 0.2819924548 -5.865728e-02
## 2753 Outlier 7.435831090 1.977386976 0.3198304942 -4.546949e-01
## 2754 Outlier 7.402329018 1.818278941 0.2149967877 -5.924641e-01
## 2755 Outlier 7.443023359 1.725507234 0.1650150665 -5.556672e-01
## 2756 Outlier 7.494453393 1.706146436 0.1219948985 -3.530633e-01
## 2757 Outlier 7.623091296 1.513788014 0.0449923020 1.882796e-01
## 2758 Outlier 6.563261321 0.416775730 0.1288930287 9.951153e-01
## 2759 Outlier 4.019830703 0.582805835 0.9111913932 9.624117e-01
## 2760 Valid 0.565373205 0.534656016 1.5454509286 1.925520e-01
## 2761 Valid -1.360321860 -0.358814699 1.9340854946 -4.152658e-01
## 2762 Valid -4.692079437 -1.773028472 2.1253062008 -1.490917e-01
## 2763 Valid -5.198314654 -2.083287699 2.1421413714 1.290692e-01
## 2764 Valid -5.121288295 -2.338221508 2.4328220277 8.231858e-02
## 2765 Valid -4.830572726 -2.461355952 2.6478140114 5.840890e-02
## 2766 Valid -4.589043447 -2.666295439 2.8720615531 3.387543e-02
## 2767 Valid -4.584824254 -2.611583698 2.8867612057 -8.290372e-02
## 2768 Valid -4.740933625 -2.645838470 2.9441869191 -1.817665e-01
## 2769 Valid -4.638085816 -2.490308360 2.8180151854 -2.131498e-01
## 2770 Valid -4.144329478 -2.463102810 2.7273457705 -1.904106e-01
## 2771 Valid -3.737385533 -2.310735271 2.6664088125 -2.444721e-01
## 2772 Valid -3.771815670 -2.284594927 2.6264367727 -2.873232e-01
## 2773 Valid -4.371036937 -2.334003638 2.3917831067 -1.658905e-01
## 2774 Valid -5.341264668 -2.782078649 2.4494791037 1.212784e-01
## 2775 Valid -4.861907096 -2.456855018 2.6999112132 -2.415058e-01
## 2776 Valid -4.496661611 -2.223673584 2.4379758686 -1.186441e-01
## 2777 Valid -4.551406144 -2.273821071 2.3158633427 -7.055990e-02
## 2778 Valid -4.875142543 -2.295748347 2.1821193470 -1.784071e-02
## 2779 Valid -4.782743747 -2.127965181 2.0365259518 4.922605e-01
## 2780 Valid -3.443453186 -1.451767654 1.6719527850 1.583149e+00
## 2781 Valid 5.827090082 4.010255540 -0.2138946955 7.288446e-01
## 2782 Valid 6.241417069 3.934338995 -0.0425514512 1.695725e-01
## 2783 Valid 6.175004047 3.994963888 -0.0910162986 2.357546e-01
## 2784 Valid 6.439340993 4.084504089 -0.2488697841 2.441565e-01
## 2785 Outlier -0.140715969 2.767522264 -0.6199196004 1.463856e-01
## 2786 Outlier -0.103698843 2.746361064 -0.6733191476 3.615407e-01
## 2787 Outlier -0.109427798 2.577276434 -0.4906003203 1.270931e-01
## 2788 Outlier -0.312501373 2.937118551 -0.5133134827 -1.326403e-01
## 2789 Outlier -0.346675906 3.046024990 -0.5877474901 -9.665117e-02
## 2790 Outlier 0.316448895 2.940543454 -0.4900753839 4.513746e-01
## 2791 Outlier 1.280925509 2.826667130 -0.2208965869 7.775485e-01
## 2792 Valid 2.722565827 2.940224345 0.3495936512 -9.680103e-02
## 2793 Valid 2.551441071 2.942226661 0.2521629197 -2.398765e-01
## 2794 Valid 2.262416584 2.908355687 0.1971838089 -6.624913e-01
## 2795 Valid 1.387203397 2.636833298 0.1521449375 -1.158296e+00
## 2796 Outlier 0.179790009 2.368657454 -0.1988417054 -1.000565e+00
## 2797 Outlier -0.702138195 2.117225582 -0.5775598946 -1.153970e-01
## 2798 Outlier -0.229028076 1.822670700 -0.8156789281 1.124899e+00
## 2799 Outlier 1.438250968 1.707843445 -0.7079305872 1.590747e+00
## 2800 Outlier 3.404224741 1.686878614 -0.5257676615 1.074838e+00
## 2801 Valid 2.264366342 2.096121519 -0.6522462121 -8.281288e-01
## 2802 Valid -0.960885803 2.212054422 -0.7328095195 -1.255389e+00
## 2803 Valid -1.840797201 1.860974616 -0.7111739354 -1.683131e+00
## 2804 Valid -2.802026147 1.434346544 -0.5255602598 -1.515847e+00
## 2805 Valid -3.759211579 0.981344345 -0.2471471907 -9.616338e-01
## 2806 Outlier 3.805408723 3.358970209 -0.1422588333 2.091277e+00
## 2807 Outlier 6.869422580 3.685406576 0.1109464280 1.035808e+00
## 2808 Outlier 7.803775761 2.514328311 0.1852464654 -4.163064e-01
## 2809 Outlier 7.430816547 2.239908704 0.1550938325 -3.045585e-01
## 2810 Outlier 7.335627633 2.043337894 0.3635433872 -9.096608e-02
## 2811 Outlier 7.434730122 2.241840338 0.2691162079 1.966223e-02
## 2812 Outlier 7.453003213 2.263880762 0.1746101716 2.812770e-01
## 2813 Outlier 7.178358910 1.825571518 0.0159673259 6.648015e-01
## 2814 Outlier 6.962900030 1.513965196 -0.0064978264 1.019309e+00
## 2815 Outlier 5.382709733 0.123879516 -0.0888726743 2.089713e+00
## 2816 Outlier 4.150958135 -0.201324959 -0.0872856927 2.323431e+00
## 2817 Outlier 2.746784958 -0.265434257 0.1016031516 2.628730e+00
## 2818 Valid -0.512359823 0.591738901 1.3591691318 6.429630e-01
## 2819 Valid -1.533175969 0.058182394 1.5954615848 -3.367212e-01
## 2820 Valid -3.245531201 -0.794500898 1.8503277430 -5.291763e-01
## 2821 Valid -5.118683875 -2.091733907 2.1234207612 -2.657088e-01
## 2822 Valid -4.239440295 -2.444481805 2.8428562259 -3.852287e-01
## 2823 Valid -4.222959306 -2.391879120 2.8348008306 -7.016572e-01
## 2824 Valid -4.036070927 -2.276646248 2.6442562170 -7.051638e-01
## 2825 Valid -3.702089468 -2.271019652 2.5264886442 -3.474755e-01
## 2826 Valid -3.535164060 -2.149760054 2.4756638345 -7.426617e-02
## 2827 Valid -3.574598799 -2.095698408 2.4447548632 -2.118361e-01
## 2828 Valid -4.164157821 -2.170239512 2.3393665923 -4.619698e-01
## 2829 Valid -4.757890229 -2.539490799 2.3128539274 -5.274410e-01
## 2830 Valid -5.054114058 -2.854140166 2.4432467713 -3.064185e-01
## 2831 Valid -4.477377524 -2.510134629 2.6317394995 -9.171789e-02
## 2832 Valid -4.427659174 -2.359096783 2.4379437681 8.044988e-02
## 2833 Valid -4.862940274 -2.491252969 2.4104678514 1.814330e-01
## 2834 Valid -5.088614252 -2.532047998 2.3804824986 3.036464e-01
## 2835 Valid -4.437145480 -2.241620293 2.1686555888 8.592494e-01
## 2836 Valid 5.661922294 3.978972859 -0.3156469336 4.922704e-01
## 2837 Valid 6.020041350 3.958666467 -0.1755730551 3.314152e-01
## 2838 Valid 5.873572923 3.835729211 -0.2998806890 3.247878e-01
## 2839 Outlier -0.462478382 2.758189462 -0.7069927751 4.033263e-01
## 2840 Outlier -0.564264880 2.636824700 -0.7117809396 2.828062e-01
## 2841 Outlier -0.276453226 2.542527717 -0.5813202930 1.436926e-01
## 2842 Outlier -0.175760652 2.526236819 -0.5077459337 5.967176e-02
## 2843 Outlier -0.108904424 2.821452682 -0.6303006726 6.061221e-02
## 2844 Outlier 0.410907254 2.961105894 -0.5803272231 4.045441e-01
## 2845 Valid 2.185478711 2.822790280 0.1780437814 7.643231e-01
## 2846 Valid 2.765884615 2.996184959 0.4005016077 1.019058e-01
## 2847 Outlier -0.003068564 2.301673004 -0.2988688508 -1.175598e+00
## 2848 Outlier -0.533739400 1.987061891 -0.6964107839 -7.633605e-01
## 2849 Outlier 4.942494882 1.841364123 -0.3939503687 -7.700010e-01
## 2850 Valid 2.121090214 2.069431567 -0.4432359269 -7.967723e-01
## 2851 Valid 1.074253868 2.249475289 -0.4805220397 -9.335817e-01
## 2852 Valid -2.770461696 1.297316170 -0.3172147559 -1.158719e+00
## 2853 Valid -4.039161702 0.681951896 -0.5247481523 7.573269e-01
## 2854 Valid 1.255573165 2.599122337 -0.3558100674 1.869686e+00
## 2855 Outlier 4.980843067 3.434222742 -0.1513395885 1.808964e+00
## 2856 Outlier 6.465984149 1.649861992 -0.1183908559 1.428000e+00
## 2857 Outlier 5.382074239 0.594281770 -0.2863258926 2.789381e+00
## 2858 Outlier 4.672592162 0.375310389 -0.2595293141 3.155049e+00
## 2859 Outlier 3.776288036 0.341842887 -0.4112485625 3.585264e+00
## 2860 Outlier 2.545367006 0.219577424 -0.4939238180 4.118907e+00
## 2861 Outlier 1.067780426 -0.010702212 -0.6399169017 4.640467e+00
## 2862 Valid -1.895295863 -0.337273932 -0.3043140377 4.562988e+00
## 2863 Valid -2.374522791 -0.342635939 0.4543815329 3.844629e+00
## 2864 Valid -1.328914582 0.035595939 1.5745657532 1.665330e+00
## 2865 Valid -1.153250773 -0.121766853 1.6844353500 5.684308e-01
## 2866 Valid -3.467584269 -1.366078236 2.1006613091 -8.313656e-01
## 2867 Valid -4.446849105 -1.801166295 2.2445899677 -6.647150e-01
## 2868 Valid -4.407040756 -2.003012030 2.4737502635 -4.546264e-01
## 2869 Valid -4.317254156 -2.245904160 2.6786345723 -2.500769e-01
## 2870 Valid -4.062888407 -2.283833036 2.9690218481 -3.093991e-01
## 2871 Valid -3.808161483 -2.275474198 3.0136394954 -3.436333e-01
## 2872 Valid -3.466772221 -2.280420487 3.0166841905 -4.920780e-01
## 2873 Valid -3.319411637 -2.371201042 2.8646473729 -3.648163e-01
## 2874 Valid -3.284532473 -2.260524078 2.6214410723 5.477664e-03
## 2875 Valid -4.483067496 -2.819709632 2.8589750199 -2.140219e-01
## 2876 Valid -4.051060434 -2.625849048 2.7880312842 8.449292e-02
## 2877 Valid -4.274705114 -2.795220378 2.8701259420 1.309394e-01
## 2878 Valid -4.631670746 -2.784742054 2.8629317022 -5.780300e-03
## 2879 Valid -4.990624867 -2.804960727 2.8340404940 -9.832619e-02
## 2880 Valid -4.845714583 -2.626592971 2.6913965144 -2.109849e-01
## 2881 Valid -3.964976969 -2.284749119 2.4433097428 4.031231e-01
## 2882 Valid -2.390829387 -1.432197166 2.0044029623 1.232149e+00
## 2883 Valid 5.002333649 3.496649724 -0.1507872210 8.600173e-01
## 2884 Valid 5.558595848 3.718947328 -0.1453891079 4.250777e-01
## 2885 Outlier -0.467210797 2.518167194 -0.3441517694 -1.752376e-02
## 2886 Outlier -0.806094418 2.664504550 -0.5688741149 4.009363e-02
## 2887 Outlier -0.950310519 2.776122995 -0.6816970033 1.201367e-01
## 2888 Outlier -0.651282389 2.746123262 -0.6620125996 2.371925e-01
## 2889 Outlier -0.275026880 2.793817220 -0.6341592906 -1.159700e-02
## 2890 Outlier -0.025958042 2.896548686 -0.7197692400 -2.410518e-01
## 2891 Outlier 0.105904494 3.066645314 -0.8613862142 3.568594e-03
## 2892 Outlier 0.529851284 2.791113467 -0.5584150458 4.657397e-01
## 2893 Valid 1.419561950 2.803387944 -0.2779065836 5.413986e-01
## 2894 Valid 2.626642091 2.928096227 0.1377107920 1.307461e-01
## 2895 Valid 2.351671175 2.834416025 0.1560427067 -6.888129e-01
## 2896 Outlier 1.636092663 2.645544841 -0.0129445658 -1.585216e+00
## 2897 Outlier 0.789722548 2.243634305 -0.2919754921 -1.740147e+00
## 2898 Valid 0.844401188 2.033903091 -0.5521319732 -1.087196e+00
## 2899 Outlier 4.848802474 1.982561122 -0.3775620244 -7.296287e-01
## 2900 Outlier 5.574440179 1.834892947 -0.2406034205 -5.648605e-01
## 2901 Outlier 4.188127290 1.665198552 -0.3233651193 -8.613555e-02
## 2902 Valid 1.231361943 2.402342685 -0.4901411654 2.489000e-01
## 2903 Valid -0.218089328 1.970393694 -0.2666413034 1.489200e-01
## 2904 Valid -2.165324418 1.344078489 -0.1657944071 2.233848e-01
## 2905 Valid -3.960039843 0.785818438 -0.2698150840 2.227457e-01
## 2906 Valid -4.702357284 0.391812340 -0.4268385012 9.851277e-01
## 2907 Valid -3.566586703 0.829365089 -0.5350507240 1.519810e+00
## 2908 Valid -1.210524147 1.762953975 -0.5624136440 2.425233e+00
## 2909 Outlier 4.756053996 3.382782899 -0.2737474376 2.641517e+00
## 2910 Outlier 4.938718764 0.841260734 -0.1029805071 2.329517e+00
## 2911 Outlier 3.270771896 0.046625938 -0.6531047918 3.279504e+00
## 2912 Outlier 1.707991288 -0.149882862 -0.6956140957 3.615495e+00
## 2913 Outlier 0.228191390 -0.233441035 -0.7189811106 4.108309e+00
## 2914 Outlier -1.282872736 -0.160074758 -0.9217480020 4.295725e+00
## 2915 Valid -3.418913052 0.012675168 -1.0800010911 2.868723e+00
## 2916 Valid -5.090705866 -0.269783899 -0.0254225905 1.253063e+00
## 2917 Valid -5.044081827 -0.645166087 0.7590581805 8.486971e-01
## 2918 Valid -2.379494616 -0.469248022 1.7042346293 4.268137e-01
## 2919 Valid -1.216255921 -0.318485202 1.6115500173 -2.297971e-01
## 2920 Valid -1.117601852 -0.390668716 1.5918543237 -1.313256e+00
## 2921 Valid -2.005248145 -1.020934104 1.8820144891 -1.632620e+00
## 2922 Valid -3.199511359 -1.581374911 2.1146390376 -1.261017e+00
## 2923 Valid -3.782099020 -2.197227094 2.6479762939 -2.099345e-01
## 2924 Valid -3.679751743 -2.182972617 2.8494818761 -6.648745e-02
## 2925 Valid -3.482017876 -2.188631471 2.8240504375 -1.673754e-02
## 2926 Valid -3.122128897 -2.137958995 2.7354827800 8.260155e-02
## 2927 Valid -3.045675918 -2.211290657 2.6492443920 1.753509e-01
## 2928 Valid -3.124514007 -2.072471383 2.3649226849 -3.587416e-02
## 2929 Valid -3.321722379 -2.166040229 2.4815477293 -8.172271e-02
## 2930 Valid -4.018651411 -2.726921915 2.7545321595 1.380627e-01
## 2931 Valid -4.462302789 -2.811665189 2.9351898024 -2.447056e-01
## 2932 Valid -4.839060894 -2.793192857 2.9266007077 -1.704223e-01
## 2933 Valid -4.880150951 -2.700228969 2.7411379240 2.296026e-01
## 2934 Valid -4.509298914 -2.444252856 2.4454537373 6.896946e-01
## 2935 Valid -3.734403449 -1.848445805 2.0613672059 1.302384e+00
## 2936 Valid -1.897604747 -0.708077401 1.7526565504 1.924763e+00
## 2937 Valid 4.733559782 3.407423349 -0.1427042284 6.076305e-01
## 2938 Valid 5.016380979 3.623696020 -0.0607221286 3.987552e-01
## 2939 Valid 5.053924082 3.727407653 -0.1245937883 2.099803e-01
## 2940 Valid 5.481999474 3.889108774 -0.2257097573 4.452630e-01
## 2941 Outlier -0.897326362 2.761357505 -0.5474923867 1.597396e-02
## 2942 Outlier -0.751583043 2.873884717 -0.6039842683 -6.179405e-02
## 2943 Outlier 0.466296820 3.239974649 -0.7971822857 -1.613152e-01
## 2944 Outlier 0.087091465 3.269079134 -0.8067183050 -2.348829e-01
## 2945 Outlier 0.843499655 2.922196330 -0.5234138510 1.893928e-01
## 2946 Valid 2.399350557 2.956884218 0.1803400030 -6.052221e-02
## 2947 Valid 2.563131394 2.910241460 0.0167891834 2.245900e-02
## 2948 Outlier 3.603963091 1.611431088 -0.3215642163 1.287288e+00
## 2949 Valid 0.315565649 2.369733044 -0.5754475324 1.433293e+00
## 2950 Valid 0.480740521 2.376733004 -0.1661553488 1.224945e+00
## 2951 Valid -0.910734486 1.688801597 -0.0772793180 1.434047e+00
## 2952 Valid -2.708832595 1.015397001 0.0192791459 1.031662e+00
## 2953 Valid -4.241397584 0.595693973 -0.1590012539 3.125858e-01
## 2954 Valid -5.374747630 0.228986989 -0.4941259619 -4.863921e-02
## 2955 Valid -3.714960809 0.933927266 -0.7786213710 1.988447e+00
## 2956 Valid -1.709663466 1.716314007 -0.6916287182 3.323633e+00
## 2957 Outlier 2.286353112 0.171756423 -0.1657086051 2.142768e+00
## 2958 Outlier 0.841756237 -0.261140166 -0.4908393442 2.991007e+00
## 2959 Outlier -0.805643768 -0.547762938 -0.7104808291 3.180616e+00
## 2960 Valid -2.731332532 -0.701588766 -0.7212102882 3.080699e+00
## 2961 Valid -4.453732987 -0.542142990 -0.8311484437 3.107078e+00
## 2962 Valid -5.784049378 -0.208730241 -1.0259811276 2.783389e+00
## 2963 Valid -6.229702790 0.410290371 -1.3419495598 1.400451e+00
## 2964 Valid -5.148445264 0.529410519 -0.7981051259 -2.300152e+00
## 2965 Valid -4.868336217 -0.184865393 0.1241804416 -2.709613e+00
## 2966 Valid -4.665028809 -0.880062054 1.0035384101 -1.893322e+00
## 2967 Valid -4.128693846 -1.145112176 1.6890859852 -6.702650e-01
## 2968 Valid -2.664843594 -0.993021457 1.9283250718 9.849905e-02
## 2969 Valid -1.134293542 -0.784028672 1.9427336695 1.655079e-01
## 2970 Valid -0.872185179 -0.975593294 2.0361217948 -3.906109e-01
## 2971 Valid -2.883842733 -1.758663546 2.4650155253 -5.461463e-01
## 2972 Valid -3.288248883 -2.128996148 2.6568077144 -5.043265e-01
## 2973 Valid -3.280087072 -2.184658416 2.7527584518 -3.001404e-01
## 2974 Valid -3.166771751 -2.171664790 2.6431560695 2.651186e-01
## 2975 Valid -3.225378292 -2.127677055 2.5691181647 6.171310e-03
## 2976 Valid -3.104880825 -2.116447206 2.3649248424 2.249929e-01
## 2977 Valid -3.296291412 -2.305267816 2.5385620374 3.070721e-01
## 2978 Valid -3.699307504 -2.486590613 2.7258413458 4.031264e-01
## 2979 Valid -4.494270636 -2.745660532 2.6984462966 1.255477e-01
## 2980 Valid -4.405430012 -2.846260996 2.7219551267 2.868664e-02
## 2981 Valid -4.046179846 -2.855554214 2.8772311101 -1.027754e-01
## 2982 Valid -4.164071113 -2.666688244 2.8242369110 -9.601954e-02
## 2983 Valid -4.608237215 -2.626101606 2.7579956264 -3.340064e-02
## 2984 Valid -5.082732118 -2.517836401 2.3810999699 4.290320e-01
## 2985 Valid -4.882701861 -2.166470732 2.1798849484 6.892721e-01
## 2986 Valid -0.463531143 0.347578241 1.2209186132 1.778559e+00
## 2987 Valid 4.902309169 3.773602727 -0.2087858376 4.572438e-01
## 2988 Outlier -0.749142285 2.709361078 -0.6571986642 1.322201e-01
## 2989 Outlier -0.905651027 2.776007415 -0.6119083954 -1.525190e-01
## 2990 Outlier -0.686438719 2.763180902 -0.5211699796 -1.566263e-01
## 2991 Outlier 0.805981610 3.037873813 -0.2901361406 -2.950182e-02
## 2992 Outlier 0.726994766 3.175215341 -0.4502854800 -6.556015e-02
## 2993 Outlier 0.602849276 3.318550897 -0.5871844726 -3.263535e-02
## 2994 Outlier 0.751703971 3.098446802 -0.4225505639 -1.425304e-01
## 2995 Valid 2.579072580 3.016507915 -0.0405609681 -2.600613e-01
## 2996 Valid 3.062663638 3.172914408 -0.0617362547 5.345550e-02
## 2997 Valid 3.591480000 3.284202491 -0.1183636341 -1.340488e-01
## 2998 Valid 3.484158260 3.096012731 -0.1944484790 -7.158831e-01
## 2999 Valid 2.968406104 2.712146388 -0.4134065888 -8.628711e-01
## 3000 Valid 3.622181773 2.737580159 -0.5577853678 -5.284810e-01
## 3001 Outlier 5.090370765 2.265258548 -0.3843476816 3.648794e-01
## 3002 Valid -0.652062102 1.652347108 -0.5491721861 1.048799e+00
## 3003 Valid -0.749769004 2.194758213 -0.3010499857 8.951443e-01
## 3004 Valid -2.534019977 1.721398321 -0.7446341463 3.057053e+00
## 3005 Outlier 0.592989065 2.515396219 -0.3701944955 3.126202e+00
## 3006 Outlier 2.285660098 2.191112750 -0.0048527824 2.683597e+00
## 3007 Outlier 1.432829464 0.851648411 0.3034756788 2.248359e+00
## 3008 Valid -2.093788575 -0.638371550 -0.0922481347 1.752150e+00
## 3009 Valid -3.369246247 -0.617191440 -0.2330894974 1.025888e+00
## 3010 Valid -4.721292124 -0.462298178 -0.1918870373 3.272106e-01
## 3011 Valid -7.219233721 -0.355535532 -0.3820980764 -6.089704e-01
## 3012 Valid -6.919409002 0.087943647 -0.6307230799 -8.094158e-01
## 3013 Valid -5.191648383 0.399543986 -0.4651214280 -5.749522e-01
## 3014 Valid -3.839604637 0.193602894 -0.0225529538 -3.546254e-01
## 3015 Valid -3.348516675 -0.461067464 0.6526588043 -2.785972e-01
## 3016 Valid -3.052020386 -1.217854747 1.9013593347 7.813269e-01
## 3017 Valid -0.859703062 -0.983875473 2.1948769462 1.468371e+00
## 3018 Valid -0.994549118 -1.198292663 2.1878342978 1.176918e+00
## 3019 Valid -2.481624245 -1.697663798 2.5872815955 -1.973378e-05
## 3020 Valid -2.747843190 -1.997199676 2.7229057439 -2.798939e-01
## 3021 Valid -2.791241564 -2.214610168 2.7702909300 -3.742984e-01
## 3022 Valid -2.781701131 -2.281217291 2.7391978074 -3.493579e-01
## 3023 Valid -3.055163397 -2.325602923 2.7726807480 -1.032539e-01
## 3024 Valid -3.248814657 -2.245104077 2.6780786675 1.275098e-01
## 3025 Valid -3.187672800 -1.964072852 2.2493350113 -8.582635e-02
## 3026 Valid -3.574309542 -2.265525250 2.3389433657 3.288510e-01
## 3027 Valid -4.414719071 -2.693941545 2.7223369190 -2.096808e-01
## 3028 Valid -4.165028041 -2.342325344 2.4661715182 -2.076815e-02
## 3029 Valid -4.473676080 -2.302145399 2.4455246182 -2.331241e-01
## 3030 Valid -5.129334995 -2.132511268 2.1417494490 -1.895997e-01
## 3031 Valid -4.875953865 -1.522935165 1.7505911136 5.754608e-01
## 3032 Valid -3.930768306 -1.098387858 1.5130768138 1.260601e+00
## 3033 Valid -0.211294167 0.344091037 1.0870690264 1.222059e+00
## 3034 Outlier -0.673698655 2.725495714 -0.7431461707 -2.550820e-01
## 3035 Outlier -0.620529079 2.631616506 -0.5836749660 -2.255659e-01
## 3036 Outlier 0.691727295 2.902509946 -0.1108306612 -8.748055e-02
## 3037 Outlier 0.978528031 2.909631590 -0.1691758435 -2.160627e-01
## 3038 Outlier 1.071440629 3.053030428 -0.3040455874 -3.729205e-01
## 3039 Outlier 0.946120485 3.196244808 -0.4190092904 -3.990349e-01
## 3040 Outlier 1.537673249 3.267803210 -0.0817981774 -1.033340e+00
## 3041 Outlier 1.750879252 3.059300828 0.0160293634 -3.284478e-01
## 3042 Valid 2.604029510 2.999009388 0.0963961214 1.998841e-01
## 3043 Valid 2.856521535 3.144047013 0.0238051327 -1.986378e-01
## 3044 Valid 3.059535397 3.203191534 -0.0882104699 -1.101241e-01
## 3045 Valid 3.796202169 3.445850306 -0.3170717401 -3.622373e-01
## 3046 Valid 3.881863968 3.102866939 -0.4403260900 -4.210853e-01
## 3047 Outlier 4.869587541 2.880358934 -0.6073407401 1.873181e-01
## 3048 Outlier 4.716237268 2.541157475 -0.6028196495 -1.057275e-01
## 3049 Valid -0.880902852 1.626583329 -0.6581052325 -6.641655e-01
## 3050 Valid -1.822051700 1.943444255 -0.8615650481 2.133584e-01
## 3051 Valid -1.286231215 2.185500753 -0.8017235552 4.786585e-01
## 3052 Valid -1.711411957 1.934130476 -0.4818134261 5.427327e-01
## 3053 Valid -3.585195346 1.110844132 -0.3048929837 7.349986e-01
## 3054 Valid -5.968298239 0.299442219 -0.6745969562 1.193183e+00
## 3055 Valid -6.050888625 0.505105288 -1.1907999019 2.150321e-01
## 3056 Valid -2.946059371 1.248614055 -0.3627040582 3.562357e+00
## 3057 Valid -1.417433662 0.641244977 0.3752682174 2.846769e+00
## 3058 Valid -2.752204959 -0.227178346 0.4648333947 1.331535e+00
## 3059 Valid -3.421790468 -0.624480384 0.4937486810 3.873173e-02
## 3060 Valid -5.094776828 -0.737263823 0.6987699866 -2.733339e+00
## 3061 Valid -4.981522898 -0.585955353 0.6637925804 -1.583978e+00
## 3062 Valid -2.828051519 -0.948661252 1.1923525874 1.163105e+00
## 3063 Valid -3.209084452 -1.187814352 1.5062745185 7.256263e-01
## 3064 Valid -3.820451137 -1.501446542 1.7706472855 3.744046e-01
## 3065 Valid -3.502979900 -1.559582344 2.0878046287 4.560761e-01
## 3066 Valid -2.595713184 -1.585541282 2.3982189438 8.131190e-01
## 3067 Valid -1.851210069 -1.627980459 2.5029965292 7.680202e-01
## 3068 Valid -2.220500069 -1.692079202 2.6090528775 3.529926e-01
## 3069 Valid -1.979066774 -1.634647480 2.8749384708 -7.012745e-01
## 3070 Valid -1.848100148 -1.760892012 2.7234224665 -9.182302e-01
## 3071 Valid -1.960672725 -1.865204671 2.6256751749 -8.111741e-01
## 3072 Valid -2.548523737 -2.045366470 2.5873895026 -6.915669e-01
## 3073 Valid -2.936223814 -1.949626065 2.5296682808 -4.432974e-01
## 3074 Valid -3.080297482 -1.870715690 2.2880926479 -7.386587e-02
## 3075 Valid -3.085509931 -1.867358605 2.1328558580 -3.257942e-01
## 3076 Valid -3.459933169 -2.132839549 2.3625847226 -3.577108e-01
## 3077 Valid -3.833858585 -2.425141594 2.5584836181 -2.593477e-01
## 3078 Valid -4.229607827 -2.697202444 2.6188349793 1.097783e-02
## 3079 Valid -4.236294287 -2.343164103 2.6979151314 9.271588e-02
## 3080 Valid -4.251432854 -2.129187006 2.5728146240 1.215566e-01
## 3081 Valid -4.458833204 -2.202506832 2.4187263944 7.661178e-02
## 3082 Valid -4.912186658 -1.478659308 1.7079549742 3.787210e-01
## 3083 Valid -3.898061329 -0.957985199 1.4686278371 1.098833e+00
## 3084 Valid -1.884966109 -0.359101850 1.4027040333 1.672247e+00
## 3085 Outlier 0.496124138 2.852876419 -0.3487440851 -8.991272e-01
## 3086 Outlier 0.989281632 3.063321472 -0.3051135423 -1.025192e+00
## 3087 Outlier 2.324663540 3.305733596 -0.1513823334 -1.406518e+00
## 3088 Valid 2.228941405 3.480886479 -0.1487783147 -8.085774e-01
## 3089 Valid 2.711974348 3.466266173 0.0615553432 -1.175575e+00
## 3090 Valid 2.619803150 3.259972813 0.1549029705 -1.083352e+00
## 3091 Valid 2.288458940 2.871491958 0.2075600147 4.962041e-01
## 3092 Valid 2.553673589 3.088379287 0.1541341955 4.655928e-01
## 3093 Valid 2.923238929 3.159408815 0.0804615023 2.106025e-01
## 3094 Valid 3.569120253 3.515645579 -0.3358250833 8.091760e-01
## 3095 Valid 4.167925958 2.937524485 -0.5660765971 8.834894e-01
## 3096 Outlier 4.322288396 2.526714984 -0.5799733062 4.764542e-01
## 3097 Outlier 2.419950894 1.883961445 -0.5196547230 -3.795257e-01
## 3098 Valid -0.494981195 1.433538159 -0.7042853897 -4.415180e-01
## 3099 Valid -2.039514189 1.756148932 -1.1096795276 1.884340e-01
## 3100 Valid -4.764768260 0.927105021 -0.5665244386 1.061933e+00
## 3101 Valid -6.682967511 0.263761394 -0.6284786028 1.185466e+00
## 3102 Valid -7.361432579 0.079795200 -1.0073601789 1.243062e+00
## 3103 Valid -6.488514430 0.623894493 -1.4599447981 7.360152e-02
## 3104 Valid -5.794008054 0.416897853 -0.8204225898 -4.098070e-01
## 3105 Valid -5.026005218 0.188680890 -0.1065256395 7.019510e-01
## 3106 Valid -3.730303979 0.183763016 0.3757023942 1.009168e+00
## 3107 Valid -3.127445359 -0.933195085 1.1148127299 -4.702905e-01
## 3108 Valid -1.852904193 -1.112323163 1.2823399078 -1.219996e+00
## 3109 Valid -2.655412749 -1.367719223 1.8926688616 -1.120459e+00
## 3110 Valid -3.176326716 -1.880955404 2.0935604015 -4.361769e-01
## 3111 Valid -3.266902728 -1.745318590 2.2379980070 -9.339088e-01
## 3112 Valid -2.836717196 -1.835401531 2.3674846307 -1.029691e+00
## 3113 Valid -1.845138260 -1.855339600 2.5171999227 -6.257880e-01
## 3114 Valid -2.167001193 -1.903909147 2.7217220590 -1.715820e-01
## 3115 Valid -2.096496711 -1.590109238 2.8372351334 -1.276258e-01
## 3116 Valid -1.644156803 -1.373181254 2.7640783189 -3.424636e-01
## 3117 Valid -1.301440922 -1.279249815 2.5775324542 -6.032774e-01
## 3118 Valid -1.273608118 -1.303816134 2.4111021567 -7.962601e-01
## 3119 Valid -1.720347303 -1.320359049 2.2158551215 -9.782775e-01
## 3120 Valid -2.021086121 -1.251793669 2.1044908246 -1.336931e+00
## 3121 Valid -2.216271522 -1.289440452 1.9927228292 -1.246343e+00
## 3122 Valid -3.201726569 -1.899237968 2.2592430149 -9.614131e-01
## 3123 Valid -3.709469060 -2.404006177 2.4759757308 -4.225669e-01
## 3124 Valid -3.998125256 -2.541896560 2.5024909917 -2.362926e-01
## 3125 Valid -4.247260428 -2.522647002 2.5772930312 -1.986363e-01
## 3126 Valid -4.157002159 -2.226696894 2.5666009531 -3.828225e-01
## 3127 Valid -4.064860387 -2.171114890 2.6820224689 -3.370737e-01
## 3128 Valid -4.259019093 -2.116613159 2.5733640151 -3.010713e-02
## 3129 Valid -4.331387647 -2.127437501 2.4787317103 6.362253e-02
## 3130 Valid -4.649451594 -2.208610791 2.3978337504 1.863927e-01
## 3131 Valid -4.705557064 -2.057026383 2.3935868603 3.250394e-02
## 3132 Valid -4.949355128 -1.705381476 1.8335170646 -1.048040e-01
## 3133 Valid -4.563505530 -1.483491121 1.7836830899 3.807520e-01
## 3134 Outlier 2.175464831 3.330765009 -0.0374148821 -1.762130e+00
## 3135 Valid 3.548622718 3.306518857 0.0475147631 -1.432091e+00
## 3136 Valid 2.946708023 3.405756066 -0.1074281175 -7.289689e-01
## 3137 Valid 3.102013281 3.475924276 -0.1008195230 -1.685324e-01
## 3138 Valid 3.752284273 3.486308888 0.0709627033 -2.801720e-01
## 3139 Valid 3.728289312 3.420815426 0.2243419526 -9.196105e-01
## 3140 Valid 2.117059484 2.765986980 0.3647479707 -4.294379e-03
## 3141 Valid 1.514893562 2.976743291 -0.5881191801 2.342902e+00
## 3142 Valid 1.565556494 2.917035152 -0.5688729662 2.661025e+00
## 3143 Valid 1.446942828 2.752107970 -0.5628119856 2.323889e+00
## 3144 Valid 2.542786157 2.725260972 -0.5662862803 1.604692e+00
## 3145 Outlier 2.367731688 2.007923589 -0.6730292718 9.144270e-01
## 3146 Valid -2.291188374 1.534706243 -1.0351016413 2.656529e-01
## 3147 Valid -2.897388098 1.584242851 -0.9511133751 8.022483e-01
## 3148 Valid -4.128797891 1.389966572 -0.7967663473 1.400118e+00
## 3149 Valid -5.966908821 0.583770592 -0.6193433221 1.122782e+00
## 3150 Valid -7.794534370 -0.011376565 -0.6412969226 6.465029e-01
## 3151 Valid -8.334394282 -0.235338510 -0.9795237111 4.299872e-01
## 3152 Valid -7.836281036 0.108583239 -1.3280160444 2.506932e-01
## 3153 Valid -5.790551395 0.551900589 -0.9755079412 -1.447571e-01
## 3154 Valid -5.710132258 -0.230048794 0.1388597458 -1.781636e-01
## 3155 Valid -5.671000688 -0.573355018 0.4168760205 -8.260299e-01
## 3156 Valid -4.684994695 -0.647643196 0.7034091762 -1.336769e+00
## 3157 Valid -0.480936310 -1.330708876 1.9570445838 -5.487122e-01
## 3158 Valid -0.062581386 -1.266243807 2.0741070981 -2.644013e-01
## 3159 Valid -0.271787496 -1.328878321 2.2008769700 2.412356e-03
## 3160 Valid -0.945496741 -1.672465930 2.3854235817 -1.472331e-01
## 3161 Valid -2.356262610 -2.183443834 2.6641003546 -6.673040e-01
## 3162 Valid -2.472667738 -1.948896994 2.6486582485 -6.394615e-01
## 3163 Valid -2.159762149 -1.742443903 2.6168374339 -8.503903e-01
## 3164 Valid -1.845108072 -1.780757744 2.6162527924 -1.297771e+00
## 3165 Valid -1.087281680 -1.867631036 2.6191679970 -1.261595e+00
## 3166 Valid -0.898855047 -1.894481147 2.5677157765 -1.004574e+00
## 3167 Valid -1.317082299 -2.142231800 2.6447280057 -5.228117e-01
## 3168 Valid -1.159549396 -0.948577509 2.2145170334 4.668039e-01
## 3169 Valid -0.731585586 -0.308843791 1.7967686772 -1.910311e+00
## 3170 Valid -0.605474057 -0.185925757 1.6448257395 -1.916844e+00
## 3171 Valid -0.507224721 -0.158506004 1.5322286976 -2.077506e+00
## 3172 Valid -1.365574769 -0.760659927 1.7605323261 -2.127727e+00
## 3173 Valid -2.576484565 -1.464762193 2.1205794230 -1.627705e+00
## 3174 Valid -3.781582837 -2.127257676 2.9122086378 -1.911547e-01
## 3175 Valid -4.182597116 -2.256061688 2.8595036505 -1.665278e-01
## 3176 Valid -4.282208579 -2.243888817 2.6556952338 -1.057611e-01
## 3177 Valid -4.747462041 -2.334403796 2.5339580794 -1.200263e-01
## 3178 Valid -4.863920495 -1.930684504 2.4523006089 6.525382e-02
## 3179 Valid -4.934921319 -1.800921524 2.2114353036 3.200213e-02
## 3180 Valid -4.784478586 -1.696354827 2.1508735943 -1.822515e-02
## 3181 Valid -4.107905664 -1.569116518 2.1068919412 2.800195e-01
## 3182 Valid 3.400456593 3.552941252 -0.1284122964 -1.699156e+00
## 3183 Valid 3.785022052 3.605541079 -0.0085537161 -1.332859e+00
## 3184 Valid 4.184625792 3.555294643 0.0543520460 -9.660825e-01
## 3185 Valid 4.479726796 3.591639593 -0.0176328282 -6.194940e-01
## 3186 Valid 4.810536841 3.687697517 0.0492777722 -3.307768e-01
## 3187 Valid 4.826589047 3.746691933 0.0832792258 -1.516489e-01
## 3188 Valid 4.419159944 3.600239172 0.1832806036 -3.407038e-01
## 3189 Valid 3.605306330 3.297936695 -0.1660756945 6.587013e-01
## 3190 Valid 4.210239855 3.411183039 -0.0022380825 2.445219e-01
## 3191 Valid 3.546539656 3.144973725 0.2684891809 -2.980095e-01
## 3192 Valid 0.195336596 2.278768590 0.0591323308 1.673668e+00
## 3193 Valid -0.721876604 2.117545135 -0.2236359321 2.950287e+00
## 3194 Valid -1.200342317 2.224627828 -0.6469956260 3.232256e+00
## 3195 Valid -1.214597592 2.163676650 -0.8328399944 2.823016e+00
## 3196 Valid -1.024089131 2.113496484 -0.8457783623 2.266407e+00
## 3197 Valid -0.403877017 2.306954570 -0.7519463576 1.381810e+00
## 3198 Outlier 1.245786295 1.751841084 -0.5803902517 8.139278e-01
## 3199 Valid -3.671437477 1.419629324 -0.9384533356 5.836639e-01
## 3200 Valid -5.286545881 1.156833866 -0.8266758964 7.020020e-01
## 3201 Valid -6.585451149 0.519582218 -0.6735942049 4.312109e-02
## 3202 Valid -7.742631159 0.071825947 -0.5395429923 -6.091117e-01
## 3203 Valid -8.062384626 -0.186873468 -0.7490304681 -8.269286e-01
## 3204 Valid -7.541191395 -0.057391494 -0.8290073813 -5.425675e-01
## 3205 Valid -5.118017662 0.137411230 -0.2695984553 -1.248255e-01
## 3206 Valid -4.622613291 -0.259541602 0.3804457822 -7.191825e-01
## 3207 Valid -4.424983437 -0.629114024 0.9685091488 -1.413162e+00
## 3208 Valid -3.943270712 -0.969349730 1.3297354371 -1.446921e+00
## 3209 Valid -1.581849151 -1.351720062 1.8851571879 -1.263102e+00
## 3210 Valid 0.070090363 -1.368614089 2.2147612699 -1.073754e+00
## 3211 Valid -0.214358795 -1.643547751 2.6329106941 -1.139566e+00
## 3212 Valid -0.865446738 -1.940803763 2.6772080326 -7.371097e-01
## 3213 Valid -1.124487933 -1.879454295 2.7623500768 -1.213866e+00
## 3214 Valid -0.706766681 -1.825639778 2.8318757220 -1.012994e+00
## 3215 Valid 0.574874793 -1.666185604 2.6280801043 -9.174510e-01
## 3216 Valid 0.579708589 -1.733751209 2.5835584660 -8.543367e-01
## 3217 Valid -0.221419319 -2.126379996 2.7224872694 -6.909257e-01
## 3218 Valid -1.464224177 -2.309510232 2.8156485751 -2.608549e-01
## 3219 Valid -2.617747294 -2.145160020 2.6987915909 9.232912e-01
## 3220 Valid -2.352239905 -1.815875796 2.5803487764 1.243869e+00
## 3221 Valid -1.966429330 -1.330557207 2.3279632721 1.271463e+00
## 3222 Valid -3.042609477 -1.783086465 2.2550534669 -6.471983e-01
## 3223 Valid -3.459684870 -1.959405808 2.2882941011 9.252290e-02
## 3224 Valid -3.806501187 -2.291223847 2.8707347449 5.442423e-01
## 3225 Valid -4.429917489 -2.227343356 2.5468031104 4.266161e-01
## 3226 Valid -4.842070387 -2.181569710 2.3296012769 3.241726e-01
## 3227 Valid -3.312898605 -1.316056949 2.2252865313 9.489641e-01
## 3228 Valid 4.102867470 3.851627434 -0.1024128858 -1.285558e+00
## 3229 Valid 4.386320099 3.990981052 -0.1418053033 -9.839071e-01
## 3230 Valid 4.793177633 3.937094485 -0.0335954711 -5.210452e-02
## 3231 Valid 4.877169394 3.785794464 0.0797012546 -1.616320e-04
## 3232 Valid 4.884450778 3.810245363 -0.0485554271 2.435188e-02
## 3233 Valid 4.956842753 3.817998068 0.0388576763 -3.421255e-02
## 3234 Valid 4.893349956 3.806844928 0.0877746376 1.363109e-01
## 3235 Valid 4.733770817 3.598347014 0.2276294764 7.786409e-02
## 3236 Valid 3.978497317 3.221824583 0.2006845398 -5.865985e-02
## 3237 Valid 3.304355096 2.982748980 0.0042202812 2.402145e-02
## 3238 Valid 3.599512034 3.216997704 0.0905774408 4.894472e-01
## 3239 Valid 1.975369315 2.687940203 0.0132710532 -7.891207e-03
## 3240 Valid -0.595078180 2.144987208 -0.3014257721 5.679889e-01
## 3241 Valid -1.283696320 2.133670269 -0.8150373115 -3.960955e-01
## 3242 Valid 0.177980509 2.294001116 -0.6052450204 4.916260e-02
## 3243 Valid -1.007939929 1.457218765 -0.8125819431 -1.362529e-01
## 3244 Valid -2.523625055 1.423217091 -0.7834474864 -2.053006e-01
## 3245 Valid -4.142732107 1.235113003 -0.7961864033 1.328239e-01
## 3246 Valid -5.885625678 0.865806725 -0.7835597256 1.043758e-01
## 3247 Valid -6.857945884 0.331763115 -0.6335499032 -2.938715e-02
## 3248 Valid -7.515126929 -0.077208533 -0.4052957554 -3.096620e-01
## 3249 Valid -7.005286011 -0.337757306 -0.1479060363 -4.502339e-01
## 3250 Valid -5.924343922 -0.285002581 0.0522218482 -4.781215e-01
## 3251 Valid -4.479789734 -0.376149879 0.6988532185 -7.323183e-01
## 3252 Valid -3.732955415 -0.821282321 1.2504908907 -8.595586e-01
## 3253 Valid -2.263834191 -1.495554882 2.1830768404 -9.028248e-01
## 3254 Valid 0.632951648 -1.512480054 2.6023366650 -1.375770e+00
## 3255 Valid 1.158810198 -1.303943583 2.5224169713 -1.971995e+00
## 3256 Valid 1.665956525 -0.859984930 2.2879522221 -1.956755e+00
## 3257 Valid 2.146394794 -0.533688043 2.0312784222 -1.390846e+00
## 3258 Valid 2.057312011 -0.633159928 2.1673789814 -8.815370e-01
## 3259 Valid 0.935209051 -1.247025175 2.4087074743 -7.941423e-01
## 3260 Valid 0.160718354 -1.503642189 2.4618693508 -7.140299e-01
## 3261 Valid -0.146038067 -1.512353185 2.5535759429 -8.200665e-01
## 3262 Valid 0.154966629 -1.465627661 2.6086121985 -1.180921e+00
## 3263 Valid 0.357122659 -1.698507912 2.6898371720 -1.165631e+00
## 3264 Valid 0.397711700 -1.854327354 2.9059254988 -6.452774e-01
## 3265 Valid 0.616507452 -1.925488155 2.8912400587 -2.521296e-01
## 3266 Valid 1.125003682 -1.503869201 2.7668400858 -3.727728e-01
## 3267 Valid 1.764461565 -1.418941179 2.7412624426 -9.760869e-01
## 3268 Valid 1.843316221 -1.428157130 2.8060612304 -1.197924e+00
## 3269 Valid 0.960849547 -1.893820851 2.8757337052 -1.231233e+00
## 3270 Valid -0.857480700 -2.275644293 2.9444037516 -8.453287e-01
## 3271 Valid -2.605536001 -2.522724429 2.9773873593 -3.855793e-01
## 3272 Valid -3.281171221 -2.456513385 2.9261568965 2.132967e-01
## 3273 Valid -3.235903736 -2.233313821 2.7382327863 4.952850e-01
## 3274 Valid -2.941497589 -1.240447379 2.0922327178 1.677892e+00
## 3275 Valid -3.059843754 -1.704488589 2.3407549287 -3.467930e-01
## 3276 Valid -4.028481107 -2.415364243 2.8503519859 2.685908e-01
## 3277 Valid -5.006441594 -2.280273017 2.4464282328 2.328752e-01
## 3278 Valid -5.072535348 -1.978741811 2.4106868449 3.183901e-01
## 3279 Valid -4.697885608 -1.930885237 2.3695452279 4.360555e-01
## 3280 Valid -4.230955978 -1.662083641 2.3764093490 7.670482e-01
## 3281 Valid 5.038028082 4.094072585 -0.1250471485 8.050606e-02
## 3282 Valid 5.041506343 4.209573602 -0.1924965044 1.173635e-01
## 3283 Valid 4.899972737 4.029205393 -0.0621045258 -4.092950e-02
## 3284 Valid 5.138135189 4.134691905 -0.0260911679 -2.146764e-01
## 3285 Valid 4.940413428 4.095778429 -0.0355858183 -2.667616e-01
## 3286 Valid 4.868605297 3.821781312 0.1179380444 -2.925235e-01
## 3287 Valid 3.555631763 2.914038821 0.1791166979 -5.854921e-01
## 3288 Valid -3.628746098 1.307938525 -0.9650819270 -1.655872e+00
## 3289 Valid -0.076689850 1.431059537 -0.8349895874 1.946959e-01
## 3290 Valid -1.166083139 1.340290721 -1.0147436210 7.920457e-02
## 3291 Valid -2.832909805 1.413511573 -1.1598845706 3.912819e-01
## 3292 Valid -4.738728889 1.128098430 -1.2390964469 6.233533e-01
## 3293 Valid -6.767346554 0.085275906 -0.5177137911 4.300914e-01
## 3294 Valid -6.777871780 -0.227839990 -0.1556015185 4.663399e-02
## 3295 Valid -4.447760556 -0.740240543 0.9644775537 -1.170260e+00
## 3296 Valid -2.879104887 -0.773759376 1.4278504579 -1.092080e+00
## 3297 Valid -1.228552788 -1.416758178 2.1171439934 -8.284316e-01
## 3298 Valid 2.556259901 -1.207476624 2.3592678519 -1.219581e+00
## 3299 Valid 3.064580996 -0.830461510 2.2307414022 -1.195897e+00
## 3300 Valid 3.133721059 -0.273676888 1.7966515847 -3.861424e-02
## 3301 Valid 2.756826979 -0.394476360 1.9653291196 -4.418943e-01
## 3302 Valid 1.734626616 -0.760356261 2.1492682423 -4.745484e-01
## 3303 Valid 1.241239272 -1.123356204 2.3745081028 -7.188621e-01
## 3304 Valid 1.320946917 -1.900133089 2.8494268599 -3.679836e-01
## 3305 Valid 2.813352406 -1.096676242 2.6143365725 -5.342398e-01
## 3306 Valid 2.032059327 -1.481549042 2.7652786199 -6.583842e-01
## 3307 Valid -2.004612229 -2.267867449 2.7290842568 -4.521578e-01
## 3308 Valid -3.375046593 -2.292943581 2.6064948427 -6.046644e-03
## 3309 Valid -3.779202267 -2.208229460 2.5122047789 2.435164e-01
## 3310 Valid -4.474445172 -1.519742964 1.8069148376 7.146751e-01
## 3311 Valid -4.653221911 -1.170359884 1.2806706828 1.318866e+00
## 3312 Valid -3.760499460 -0.839544480 1.2932783520 1.878284e+00
## 3313 Valid -1.127065373 -0.388089107 1.6011357791 -1.193282e+00
## 3314 Valid -3.477543278 -1.792267927 2.4735066631 -5.126467e-01
## 3315 Valid -4.789736717 -2.442610745 2.6066364753 1.486124e-02
## 3316 Valid -5.126841222 -2.006725343 2.1716280972 3.474330e-01
## 3317 Valid -5.029046682 -1.837778407 2.0861579172 5.139205e-01
## 3318 Valid -5.020901609 -1.950003251 2.1932726019 4.526914e-01
## 3319 Valid -4.943427059 -1.991935731 2.2097511225 2.409184e-01
## 3320 Valid -4.619561115 -1.735195344 2.2177190230 9.374333e-02
## 3321 Valid 5.127663419 4.372792242 -0.2396737056 -1.301339e-01
## 3322 Valid 4.886474539 4.283888952 -0.2208334488 -1.852491e-01
## 3323 Valid 4.985561892 4.006044100 0.0479731826 -9.135758e-02
## 3324 Valid 5.086271391 3.866162535 0.1049526181 -2.492198e-01
## 3325 Valid 4.646195550 3.514582661 0.2461838567 -1.473200e-01
## 3326 Valid 2.823440239 2.770167797 0.2701534393 -4.782516e-02
## 3327 Valid 1.950718777 2.686958399 0.0124621781 5.396472e-01
## 3328 Valid 1.509550104 2.600255914 -0.1531652988 1.751840e+00
## 3329 Valid 0.603191661 2.536313063 -0.4644882185 2.282343e+00
## 3330 Valid -1.185856747 2.092059511 -0.7434548454 1.650408e+00
## 3331 Valid -2.364900749 1.695925037 -0.9551372249 -1.935458e-02
## 3332 Valid 0.124390214 1.902412696 -0.7163520266 -6.857365e-01
## 3333 Valid 0.057588445 1.995020776 -0.7701858911 -6.069605e-02
## 3334 Valid 0.033414882 1.776023137 -0.9143187783 -2.318567e-01
## 3335 Valid -2.655184844 1.336029987 -1.1234261255 -3.539697e-02
## 3336 Valid -4.616528508 0.941200905 -1.2332976077 -7.965309e-02
## 3337 Valid -6.175657086 0.005823972 -0.3482439992 -1.019602e+00
## 3338 Valid -5.065634612 -0.598186313 0.5575071115 -1.651383e+00
## 3339 Valid -2.473721105 -0.715971090 1.3471400245 -1.843387e+00
## 3340 Valid -0.308457132 -1.666300223 2.3922999445 -1.022149e+00
## 3341 Valid 2.062054150 -1.487184395 2.3970677354 -9.200562e-01
## 3342 Valid 3.639750100 -0.858673982 2.0128406471 -8.169065e-01
## 3343 Valid 3.719517301 -0.457820158 1.9082419102 3.363789e-01
## 3344 Valid 3.652210704 -0.406351520 1.7748847470 -1.196954e-01
## 3345 Valid 3.728247949 -0.324110647 1.6524673184 -7.843060e-01
## 3346 Valid 2.719082642 -0.417214638 1.8475189183 -9.503055e-01
## 3347 Valid 1.216774515 -1.196491190 2.1799279618 8.129407e-01
## 3348 Valid 1.837323323 -1.573597594 2.6551618600 -6.920038e-01
## 3349 Valid 2.168109957 -1.299783398 2.5787330392 -2.628888e-01
## 3350 Valid 2.593604087 -1.188846927 2.4133807304 6.663670e-01
## 3351 Valid 2.629374990 -1.145309776 2.3688627744 9.702538e-01
## 3352 Valid 0.965318081 -1.669387429 2.4985827128 -6.259389e-01
## 3353 Valid -2.305761452 -2.036478093 2.5265654555 -1.285226e+00
## 3354 Valid -3.144830926 -1.999771653 2.3617660295 -7.425483e-01
## 3355 Valid -3.669983228 -1.770471334 1.9939608861 -5.355535e-01
## 3356 Valid -3.757304801 -1.383545211 1.9587895492 8.202800e-01
## 3357 Valid -2.908414335 -1.554545458 2.2340509207 -1.662818e+00
## 3358 Valid -3.652160074 -2.037337803 2.5965266296 -9.758405e-01
## 3359 Valid -4.349642629 -2.505164093 2.8097685702 -2.502214e-01
## 3360 Valid -5.058596680 -2.496924407 2.4329225932 -7.702153e-02
## 3361 Valid -5.088172270 -2.319998994 2.3305974800 -2.845572e-01
## 3362 Valid -5.107874665 -2.089035413 2.2648552227 -8.227195e-02
## 3363 Valid -5.046574704 -2.086462760 2.1746401166 -5.900250e-03
## 3364 Valid 5.390564618 4.278766756 -0.2427945546 -4.429746e-01
## 3365 Valid 5.402285011 4.331438769 -0.2069179941 -4.320719e-01
## 3366 Valid 5.118833040 4.271235177 -0.1547462854 -2.549240e-01
## 3367 Valid 5.081693089 4.225924440 -0.0345420434 -7.120109e-02
## 3368 Valid 5.148972948 3.939702767 0.1080186996 6.817435e-02
## 3369 Valid 4.947450270 3.831189383 -0.0131121179 8.289249e-01
## 3370 Valid 4.348825250 3.777311671 -0.1491856551 1.402439e+00
## 3371 Valid 2.691911115 3.130441253 -0.1434416077 2.737844e+00
## 3372 Valid 1.707996324 2.843947665 -0.2526638599 2.899925e+00
## 3373 Valid 0.676724645 2.422811514 -0.3930450814 2.707525e+00
## 3374 Valid -1.496063167 1.845464330 -0.7088194349 3.498276e+00
## 3375 Valid -2.507063899 1.754811372 -0.9002125115 3.924447e+00
## 3376 Valid -3.226335846 1.681795698 -1.2837215828 3.158176e+00
## 3377 Valid -0.899708155 1.651483153 -1.2969046611 -3.247602e-02
## 3378 Valid 1.176038138 1.386128438 -0.8348125556 -1.092076e+00
## 3379 Valid 1.402444050 1.658735306 -0.5791740582 -1.182417e+00
## 3380 Valid 0.832120789 1.882610306 -0.7300216199 -1.046428e+00
## 3381 Valid -1.042180336 1.317901608 -0.9149778880 8.773813e-02
## 3382 Valid -5.207433941 0.705865960 -1.2869091116 1.861710e-01
## 3383 Valid -5.465895198 -0.102755807 -0.0235049884 -7.458763e-01
## 3384 Valid 0.095538490 -0.885168580 1.7994034281 -1.785986e+00
## 3385 Valid 0.470829686 -1.280813319 2.1456513415 -1.053112e+00
## 3386 Valid 0.781042471 -1.672164904 2.2558263245 -6.640820e-01
## 3387 Valid 1.572725281 -1.555496647 2.3441645654 -9.413663e-01
## 3388 Valid 3.913941511 -0.969388756 1.9628115822 -3.627687e-01
## 3389 Valid 3.958921494 -0.591135147 1.7986708354 3.222671e-01
## 3390 Valid 3.678902918 -0.658391124 1.7554483772 -8.079086e-02
## 3391 Valid 0.916118248 -1.039732492 2.0923528653 2.282499e-01
## 3392 Valid 1.113440637 -1.134079702 2.1007055475 4.491321e-01
## 3393 Valid 1.784803923 -1.192672228 2.3323655323 -4.873811e-02
## 3394 Valid 2.526145157 -1.231016857 2.4009855476 -4.137912e-01
## 3395 Valid 2.714325859 -1.096878565 2.3709470249 -2.159344e-01
## 3396 Valid 2.421122852 -1.156330032 2.2753180324 3.269003e-01
## 3397 Valid 1.901260079 -1.212543363 2.2176178331 8.405132e-01
## 3398 Valid 0.429455496 -1.421923216 2.2535348206 -1.159240e+00
## 3399 Valid -0.881344905 -1.626905164 2.2320086550 -1.573812e+00
## 3400 Valid -1.946737133 -1.768676507 2.1877192867 -1.519265e+00
## 3401 Valid -2.500617047 -1.538592307 1.9430789232 -1.569111e+00
## 3402 Valid -3.215055515 -1.374868572 1.7793717221 -1.435382e+00
## 3403 Valid -4.402680544 -1.765635030 1.9491950624 -3.870656e-01
## 3404 Valid -4.177713178 -1.733173563 2.0539762416 3.914653e-01
## 3405 Valid -3.097665582 -1.135712807 1.9369237610 8.903071e-01
## 3406 Valid -1.620515761 -0.352122928 1.5463718184 1.085667e+00
## 3407 Valid -2.327343451 -1.276594065 2.2288718210 -1.779089e+00
## 3408 Valid -3.522511263 -2.106880561 2.5983656417 -1.122034e+00
## 3409 Valid -4.419505443 -2.631777018 2.7753747346 -3.046105e-01
## 3410 Valid -4.663413272 -2.510196035 2.5159247969 -1.194987e-01
## 3411 Valid -4.814730457 -2.334419952 2.4657323555 -1.023676e-01
## 3412 Valid -4.678579814 -2.060940596 2.2270908276 -3.078821e-01
## 3413 Valid -4.360731605 -1.771116760 2.0362426293 -3.410348e-01
## 3414 Valid -3.717384220 -1.500103987 1.8319787083 6.685609e-02
## 3415 Valid 5.473594587 4.118516700 -0.1387248408 2.359991e-01
## 3416 Valid 5.322129251 4.113671135 -0.1597709282 5.015182e-01
## 3417 Valid 4.701819223 4.015601012 -0.1396123209 8.057720e-01
## 3418 Valid 3.937325276 3.834787862 -0.0691742911 1.534085e+00
## 3419 Valid 3.094642166 3.459097783 0.0178152026 2.440952e+00
## 3420 Valid 2.163786834 3.084618916 -0.0707872089 3.362705e+00
## 3421 Valid 1.665145901 2.939981680 -0.2398977950 3.984467e+00
## 3422 Valid 1.008789901 2.719235246 -0.4180136181 4.197326e+00
## 3423 Valid 0.266394428 2.565419378 -0.5021959194 4.200195e+00
## 3424 Valid -1.465403806 2.269429215 -0.7343946055 3.688592e+00
## 3425 Valid -2.036630121 2.071573023 -0.9325559613 3.076835e+00
## 3426 Valid -2.992654627 1.740001894 -0.9307913877 2.542675e+00
## 3427 Valid 2.935652534 1.246601296 -0.6829150778 -4.566506e-02
## 3428 Valid 2.786904733 1.429615768 -0.4422033794 -7.864292e-01
## 3429 Valid 2.149773794 1.778292522 -0.6227696929 -1.062117e+00
## 3430 Valid 1.869772069 1.859772789 -0.6569987019 -7.119112e-01
## 3431 Valid 0.959096506 1.626925121 -0.7632161519 2.518564e-02
## 3432 Valid -1.093691308 1.256953248 -0.7873374030 7.465396e-01
## 3433 Valid -3.662745484 0.823299881 -0.9574738232 9.436675e-01
## 3434 Valid -5.064270815 0.113286311 -0.4512264942 2.498522e-01
## 3435 Valid -3.151755644 -0.946845990 1.3381993833 -4.018846e-01
## 3436 Valid -1.372133417 -0.977323757 1.7737442328 -6.143855e-01
## 3437 Valid 0.644958517 -0.768410217 2.0371662514 -5.754051e-01
## 3438 Valid 1.681431998 -0.911008806 2.0973717629 -6.736340e-01
## 3439 Valid 1.915086259 -1.360365604 2.3729069943 -1.134861e+00
## 3440 Valid 3.710389787 -1.175864133 2.2661183736 -1.365556e+00
## 3441 Valid 4.174969370 -0.907056870 2.0013682870 -7.138812e-01
## 3442 Valid 4.304288375 -0.851393754 1.8600166555 -9.316853e-02
## 3443 Valid 3.717213484 -0.695560705 1.9301754990 3.870795e-01
## 3444 Valid 2.903473950 -0.469158523 1.9322857017 1.863804e-01
## 3445 Valid 3.869580525 -0.200738782 1.6426426058 -3.083199e-02
## 3446 Valid 4.035637118 0.057064485 1.6878202404 1.062508e-01
## 3447 Valid 2.809715216 -0.474164540 2.0236078914 -2.700223e-01
## 3448 Valid 1.562601020 -0.991010237 2.2571034035 -9.104898e-01
## 3449 Valid 1.044387090 -1.293388150 2.3475721049 -1.078399e+00
## 3450 Valid 1.105321772 -1.330389521 2.3665222882 -4.526690e-01
## 3451 Valid 1.714091231 -1.216490608 2.4601080521 2.220304e-01
## 3452 Valid 2.487436867 -1.101721701 2.5233129002 3.199347e-01
## 3453 Valid 2.594161215 -1.030140115 2.5295969618 1.580988e-02
## 3454 Valid 1.956872216 -1.263673136 2.4788296218 -1.050451e-01
## 3455 Valid 0.898510669 -1.479707122 2.2086019059 4.633822e-01
## 3456 Valid 1.179404877 -1.289363387 2.2473896587 6.282932e-01
## 3457 Valid 0.959413895 -1.304632038 2.2329497881 4.310336e-01
## 3458 Valid 0.241089864 -1.491750102 2.2230684268 3.847393e-03
## 3459 Valid -1.130220160 -1.451051151 2.3179064794 -6.810149e-01
## 3460 Valid -2.032607094 -1.574743583 2.4448801291 -3.084362e-01
## 3461 Valid -4.414072194 -2.018970855 2.2358288844 -2.762514e-02
## 3462 Valid -3.747296874 -1.699121011 2.1392595791 7.981344e-02
## 3463 Valid -2.423699572 -1.007005214 1.9282111843 2.055474e-01
## 3464 Valid -1.724923722 -1.513868611 2.5733908313 -1.789271e+00
## 3465 Valid -3.053381692 -2.258582238 2.7613931387 -1.675868e+00
## 3466 Valid -3.857092644 -2.323474366 2.7121254986 -7.806378e-01
## 3467 Valid -4.200423371 -2.015610352 2.6396527767 -5.822931e-01
## 3468 Valid -4.231358770 -1.751322547 2.5252313156 -5.985681e-01
## 3469 Valid -4.125944699 -1.671651111 2.3535844935 -7.580842e-01
## 3470 Valid -3.651525425 -1.652540736 2.2908011858 -1.131627e+00
## 3471 Outlier -1.162496175 -0.926001223 1.1456106500 6.862344e-02
## 3472 Valid 3.659922807 3.678724912 -0.3932331183 2.478487e+00
## 3473 Valid 1.982539438 3.210956827 -0.3917103508 3.462374e+00
## 3474 Valid -2.492473449 1.674901593 -0.6184516675 3.003666e+00
## 3475 Valid -3.142655899 1.753280214 -0.8693531615 2.144901e+00
## 3476 Valid -4.654510816 1.615503914 -1.1684093738 4.608504e-01
## 3477 Valid -5.098275211 1.379383182 -1.0843556818 9.741449e-02
## 3478 Valid -6.023368011 1.068097678 -1.2801248675 -1.007917e-01
## 3479 Valid -6.081154636 1.282980395 -1.6503369440 -4.643013e-01
## 3480 Valid -4.444258228 1.690989794 -1.5311721468 -1.569687e-01
## 3481 Valid 1.146146148 2.022377232 -0.9187624959 2.120899e-01
## 3482 Valid 3.754185668 1.979110426 -0.3310509790 -8.285839e-01
## 3483 Valid 3.169760166 1.913495669 -0.5607353081 -8.779878e-01
## 3484 Valid 1.469453540 1.428888498 -0.5990858702 -5.519195e-01
## 3485 Valid -1.369888578 0.921517612 -0.6512029504 -3.162285e-01
## 3486 Valid -4.160856136 0.430477626 -0.7246942041 -2.724368e-01
## 3487 Valid -5.113149003 -0.014086900 -0.3342226834 -7.285910e-01
## 3488 Valid -4.432775313 -0.508220099 0.4865743115 -9.738899e-01
## 3489 Valid 1.469436610 -1.259745986 2.4004274330 4.714314e-01
## 3490 Valid 2.866746892 -1.159100225 2.3238939363 -2.518645e-01
## 3491 Valid 3.490389160 -1.084849968 2.3260649341 -1.015475e+00
## 3492 Valid 3.947331993 -1.115881799 2.1717597993 -1.339380e+00
## 3493 Valid 4.481719655 -0.935181499 2.0854761908 -7.448837e-01
## 3494 Valid 4.881072840 -0.812425126 1.8754212053 -4.722349e-01
## 3495 Valid 4.639887712 -0.561003506 1.6594697537 -1.350759e-01
## 3496 Valid 4.101375508 -0.534470699 1.5247831428 1.519447e-01
## 3497 Valid 3.009737686 -0.611259347 1.8095023746 4.350624e-01
## 3498 Valid 2.064089672 -0.721796690 2.0539521862 7.331581e-01
## 3499 Valid 3.023275990 -0.214110688 1.5631049867 6.872036e-01
## 3500 Valid 4.218705943 0.050705025 1.3959893026 6.106733e-01
## 3501 Valid 4.492772056 -0.002111576 1.4418885843 7.314326e-01
## 3502 Valid 3.900044563 -0.154707963 1.6773863349 3.438667e-01
## 3503 Valid 1.687211215 -1.026311882 2.2739607517 -4.751815e-01
## 3504 Valid 1.478758922 -1.248359299 2.3752187530 -1.759837e-01
## 3505 Valid 1.638454383 -1.212256717 2.5197007133 1.713511e-01
## 3506 Valid 2.174798335 -1.037124695 2.5384605559 5.353887e-01
## 3507 Valid 2.542692464 -0.843436125 2.5383271012 3.964113e-01
## 3508 Valid 2.182312774 -0.960405290 2.5015188045 8.286130e-02
## 3509 Valid 1.202821144 -1.345432660 2.4308223379 -8.970742e-02
## 3510 Valid 0.635299323 -1.446133237 2.3709943106 3.315598e-01
## 3511 Valid 0.400391067 -1.357359059 2.3422411310 8.788877e-01
## 3512 Valid 0.243350344 -1.270993649 2.1974865329 2.985507e-01
## 3513 Valid -0.553272577 -1.493241186 2.5793813056 2.038263e-01
## 3514 Valid -2.859331312 -2.001912370 2.8600634970 1.929612e-01
## 3515 Valid -4.363134588 -1.962277323 2.1744631517 1.172467e-01
## 3516 Valid -2.588172793 -0.864904562 1.5896764818 1.888583e-01
## 3517 Valid -0.997306036 -0.137724346 1.4064027949 3.153639e-01
## 3518 Valid -1.637069864 -2.684403371 2.4221992976 -1.867034e+00
## 3519 Valid -2.464470095 -2.271123929 2.5188833579 -1.431403e+00
## 3520 Valid -3.241891436 -1.292876556 2.1457531232 -7.274174e-01
## 3521 Valid -2.618437757 -1.269888110 2.2237458143 -5.237757e-01
## 3522 Valid -2.025862317 -1.348695072 2.0249954590 -4.755724e-01
## 3523 Valid -1.826870325 -1.390694803 1.5916439012 5.575154e-02
## 3524 Outlier -1.640905941 -1.358445284 1.0550471509 5.543302e-01
## 3525 Outlier -1.412973288 -0.820442598 0.5349332428 1.153323e+00
## 3526 Valid 4.249457410 1.965423518 -0.0731997965 -7.792880e-01
## 3527 Valid 0.131220388 2.821727019 -0.6826515485 3.873504e+00
## 3528 Valid -0.297746416 2.578965884 -0.6363680831 3.491160e+00
## 3529 Valid -1.325489975 2.261135151 -0.5798408234 3.228303e+00
## 3530 Valid -4.359634475 1.462029195 -0.6743620158 2.248810e+00
## 3531 Valid -5.075350702 1.219241055 -0.7433016098 1.307366e+00
## 3532 Valid -5.015532008 1.113159276 -0.7885043303 5.517638e-01
## 3533 Valid -4.854788119 1.415457997 -0.9438957016 -1.103885e-01
## 3534 Valid -4.881652483 1.585625887 -0.9532100702 -4.168267e-01
## 3535 Valid -4.801961813 1.826398281 -0.9981137321 -6.499599e-01
## 3536 Valid -4.722325011 1.727317936 -0.9858247619 -4.360615e-01
## 3537 Valid -5.344956462 1.584457703 -1.4559806219 -8.745139e-01
## 3538 Valid -3.925089327 1.898039165 -1.2582812106 -6.198001e-01
## 3539 Valid 1.147544109 2.505084664 -0.6471775603 -9.894926e-01
## 3540 Valid 3.505366544 2.394243723 -0.3709761305 -8.094535e-01
## 3541 Valid 3.650888249 2.043050932 -0.2952727655 2.494467e-01
## 3542 Valid 2.757141463 1.863254736 -0.5421404314 1.294079e+00
## 3543 Valid 2.002572464 1.773958140 -0.7990000873 1.546061e+00
## 3544 Valid -1.762106069 0.622229093 -0.5453882179 6.549518e-01
## 3545 Valid -3.908450334 0.027155791 -0.2638087847 2.250879e-02
## 3546 Valid -2.185733133 -1.865704939 2.2995338531 -7.765721e-01
## 3547 Valid -1.285936647 -2.134979882 2.7304325967 -5.931477e-01
## 3548 Valid 0.053514368 -2.107173001 2.7976661503 -5.124056e-01
## 3549 Valid 1.724327696 -1.620444865 2.5334955523 -4.273810e-01
## 3550 Valid 4.406735092 -0.614087948 1.9203009431 -7.969484e-01
## 3551 Valid 5.351768444 -0.293933571 1.4185342254 -2.633846e-01
## 3552 Valid 4.446570539 -0.277294521 1.3005432044 3.303055e-01
## 3553 Valid 3.172629825 -0.440428298 1.2945353490 1.097931e+00
## 3554 Valid 1.568083263 -0.762665009 1.6399232975 1.693020e+00
## 3555 Valid 0.464932661 -0.948614171 1.9544550001 1.958327e+00
## 3556 Valid 0.537899122 -0.727010923 1.8749553793 2.051012e+00
## 3557 Valid 1.309282540 -0.412021837 1.5873931647 2.342398e+00
## 3558 Valid 2.589522753 -0.177419733 1.4580638064 2.139907e+00
## 3559 Valid 3.399713688 -0.349627128 1.7150975174 5.955963e-01
## 3560 Valid 2.330492774 -0.842597245 2.0735026790 7.919925e-01
## 3561 Valid 1.876796178 -1.015749053 2.2845464546 6.637211e-01
## 3562 Valid 1.538008868 -1.191932683 2.4386965047 2.323692e-01
## 3563 Valid 1.397674225 -1.244073927 2.5457089363 1.568246e-01
## 3564 Valid 1.618129514 -1.133923621 2.5362212314 2.873980e-01
## 3565 Valid 1.130510566 -1.264618699 2.3945415272 -1.511190e-01
## 3566 Valid 0.441757494 -1.484121635 2.3865297749 -1.532168e-01
## 3567 Valid 0.076588433 -1.444713442 2.4377613609 -1.094151e-02
## 3568 Valid -0.596372837 -1.763022459 2.7604293158 1.933870e-01
## 3569 Valid -2.976151497 -2.174967724 2.8826084388 -3.576607e-02
## 3570 Valid -3.856093214 -2.212109203 2.6138278384 -2.572966e-02
## 3571 Valid -4.338550404 -1.914543221 2.2045421768 4.996969e-01
## 3572 Valid -1.915530870 -0.528263483 1.6139506255 1.009191e+00
## 3573 Outlier 0.880218206 -5.042400368 1.3086666022 -2.000824e-01
## 3574 Valid -0.086948039 -3.767784254 1.8421346299 -8.431469e-01
## 3575 Valid -2.235591934 -1.438642213 2.0885491431 -7.585442e-01
## 3576 Valid -1.955079202 -1.122902398 2.2559282552 -3.093574e-01
## 3577 Valid -1.398835473 -1.282264392 2.0285219578 -2.589072e-01
## 3578 Outlier -1.639179553 -1.586735862 1.5299232829 7.871732e-02
## 3579 Outlier -2.175628029 -1.827741459 0.8300760043 6.318722e-01
## 3580 Outlier -2.755116695 -1.778755793 0.4237719925 1.271408e+00
## 3581 Outlier -2.834218160 -1.449519113 0.1136261784 1.597293e+00
## 3582 Valid 4.028739973 1.160600515 -0.1711644294 -1.253850e+00
## 3583 Valid 4.441583451 1.410285045 -0.1928653416 -1.448570e+00
## 3584 Valid 5.048815497 1.576010603 -0.0459916105 -1.086814e+00
## 3585 Valid 5.443082165 1.937714276 0.0159712409 -3.868262e-01
## 3586 Valid -2.940714870 2.223635658 -1.0165804875 1.635333e+00
## 3587 Valid -3.289262949 2.036749528 -0.9803345776 1.250636e+00
## 3588 Valid -5.121394559 1.523638939 -0.8281454163 -3.112443e-04
## 3589 Valid -5.779051792 1.201874660 -0.9644804648 -3.356538e-01
## 3590 Valid -5.540185787 1.029379233 -1.0365845466 1.518833e-01
## 3591 Valid -5.328630190 1.126291244 -1.0030868426 1.687323e-01
## 3592 Valid -4.841865453 1.609546723 -1.0210803902 -9.189570e-02
## 3593 Valid -4.023750161 2.085605200 -0.8076352348 -1.012494e+00
## 3594 Valid -3.910935860 1.934748317 -0.7014270529 -1.072371e+00
## 3595 Valid -5.135046277 1.706616870 -1.1501150997 -8.916380e-01
## 3596 Valid -3.636972512 1.981523796 -1.1132441652 -3.410927e-01
## 3597 Valid -1.560647557 2.434430223 -0.9990540496 3.319098e-01
## 3598 Valid 0.991337461 2.734476398 -0.6585774166 5.777673e-01
## 3599 Valid 2.977235806 2.674616721 -0.4220951451 1.193113e+00
## 3600 Valid 0.447654691 1.501621882 -0.7536545187 3.318218e+00
## 3601 Valid -4.085786296 -0.499842305 0.2283377091 6.257500e-01
## 3602 Valid -1.487766402 -1.595739372 2.0852110421 -7.090145e-01
## 3603 Valid 1.352425573 -2.019916173 2.9449013087 -1.494854e+00
## 3604 Valid 5.884104608 0.129537777 1.2904164374 -7.099940e-01
## 3605 Valid 5.755162915 0.103079068 1.1829347991 -5.956184e-01
## 3606 Valid 4.535983300 0.073628525 1.0035716331 -3.369115e-01
## 3607 Valid 2.969790474 -0.058375471 1.0710263614 -1.841849e-01
## 3608 Valid 1.289328388 -0.438417651 1.2728151230 -2.383796e-01
## 3609 Valid 2.048015921 -0.390670983 1.4398548986 8.224463e-01
## 3610 Valid 2.316674858 -0.497433442 1.6535789310 1.050430e+00
## 3611 Valid 1.750786349 -0.861330332 1.8923688918 1.382865e+00
## 3612 Valid 0.704277064 -1.120056034 1.9493597921 1.722220e+00
## 3613 Valid 0.390945695 -1.069789221 2.0481606491 1.419036e+00
## 3614 Valid 0.415876990 -0.987326312 2.0976069774 1.137998e+00
## 3615 Valid 0.526204341 -0.997880137 2.1449461244 9.839972e-01
## 3616 Valid 0.580226037 -0.934505444 1.9968514805 1.059377e+00
## 3617 Valid -0.047984220 -1.467723831 2.3535024329 7.528862e-01
## 3618 Valid -0.475707682 -1.644352504 2.4544904128 3.629763e-01
## 3619 Valid -0.229624360 -1.546962627 2.5089585529 1.792575e-01
## 3620 Valid 0.189090236 -1.550199353 2.5751207624 8.626898e-02
## 3621 Valid -2.011816970 -1.908893619 2.4898189798 7.673648e-02
## 3622 Valid -3.763648722 -2.155802466 2.4310690421 1.653723e-01
## 3623 Valid -4.765067967 -2.115463482 2.2615372323 5.228912e-01
## 3624 Valid -4.274634156 -1.632162278 1.9102736322 1.366188e+00
## 3625 Valid -3.439668654 -1.181823900 1.6520204926 2.015712e+00
## 3626 Valid -2.555132385 -0.874952345 1.4663335513 2.087993e+00
## 3627 Outlier 1.847835746 -5.034275549 0.4460866682 1.220751e+00
## 3628 Outlier 2.600096979 -7.477945037 -0.0423840476 1.452192e+00
## 3629 Outlier 2.759027205 -8.794086145 -0.2940685147 1.499134e+00
## 3630 Outlier 2.754381010 -8.927146193 -0.3903462355 1.182112e+00
## 3631 Outlier 2.563036773 -8.222028545 -0.0980876415 8.061730e-01
## 3632 Outlier 1.893540633 -6.800114509 0.3638244135 2.906052e-01
## 3633 Outlier 0.645776177 -4.958147123 0.9529711355 -1.409971e-01
## 3634 Valid -0.486106608 -3.103433832 1.4598559128 -6.274550e-01
## 3635 Outlier -1.105003006 -1.080227426 1.9452067640 -2.550255e-01
## 3636 Outlier -1.854286321 -1.547149425 1.4515988727 1.329729e-01
## 3637 Outlier -3.809614247 -1.897068965 0.1883757200 5.276660e-01
## 3638 Outlier -3.853515694 -1.646537184 -0.0937214925 4.098058e-01
## 3639 Outlier 5.206827495 0.277049648 -0.1677316880 -5.414380e-01
## 3640 Outlier 5.735131400 0.458783911 -0.2481399075 -5.270403e-01
## 3641 Outlier 6.294991153 0.739905162 -0.2376339235 -8.311808e-01
## 3642 Outlier 6.674294141 1.136575345 0.0073744360 -1.162948e+00
## 3643 Outlier 6.429798065 1.687664760 0.0354910034 -1.069779e+00
## 3644 Valid -4.452972175 1.975475765 -1.2722003086 -3.197985e-02
## 3645 Valid -4.341821616 1.993749277 -1.2277668698 1.993455e-02
## 3646 Valid -4.793606449 1.736505727 -1.0042759685 -8.466379e-01
## 3647 Valid -5.176360995 1.417693283 -0.9098992043 -9.906542e-01
## 3648 Valid -5.492296542 1.317314248 -1.0516740890 -8.077214e-01
## 3649 Valid -4.878428202 1.551055226 -1.0898015353 1.113727e-01
## 3650 Valid -3.480716182 2.113416353 -0.7567918142 3.762567e-02
## 3651 Valid -3.179640001 2.075142677 -0.7202231960 -8.226621e-01
## 3652 Valid -4.578222709 1.950047185 -1.0635686568 -2.037558e-02
## 3653 Valid -3.398084661 2.013928353 -0.9752390866 2.556808e-01
## 3654 Valid -0.137064423 2.562284260 -0.9847454678 1.810739e+00
## 3655 Valid 1.010413193 2.370233062 -0.9225122455 2.328136e+00
## 3656 Valid -0.107045153 1.631929957 -0.7834173040 1.921111e+00
## 3657 Valid -2.317749925 1.087861901 -1.0281601688 1.304794e+00
## 3658 Valid -4.390486318 -0.342598375 0.0308724695 8.000994e-01
## 3659 Valid -4.324899182 -0.934736785 0.7383239119 2.628986e-01
## 3660 Valid -2.651494100 -1.173508199 1.5126590408 -1.741730e-01
## 3661 Valid 0.842661049 -1.798154829 2.7785320598 -1.243664e+00
## 3662 Valid 1.781077774 -1.861925451 2.9724214425 -1.260689e+00
## 3663 Valid 2.705599249 -1.664382607 2.8342382541 -8.959596e-01
## 3664 Valid 4.700193371 -0.496087971 1.8796833023 -2.949167e-01
## 3665 Valid 5.331916059 -0.003541701 1.6053219769 6.536511e-02
## 3666 Valid 5.892346651 0.264754101 1.3518405978 9.654176e-02
## 3667 Valid 6.197838099 0.431729706 1.2301627235 -7.906000e-02
## 3668 Valid 3.588947600 0.067104107 1.4273032664 -1.574126e+00
## 3669 Valid 2.147111414 -0.272650012 1.5103246709 -2.233617e+00
## 3670 Valid 0.796186336 -0.801007554 1.5033398341 -1.908797e+00
## 3671 Valid 0.932135412 -0.651504942 1.4869534874 -8.333608e-01
## 3672 Valid 1.430327064 -0.442276938 1.5776030702 -1.169798e-01
## 3673 Valid 0.606292048 -1.147024675 2.0848078112 1.112615e+00
## 3674 Valid -0.781146110 -1.428346386 2.1486107415 1.338512e+00
## 3675 Valid -1.122865134 -1.358184573 2.1114308651 1.525842e+00
## 3676 Valid -0.824602980 -1.087362280 1.8135751762 1.621607e+00
## 3677 Valid -0.686022163 -1.136955495 1.9076488462 1.646750e+00
## 3678 Valid -0.304439678 -1.880324847 2.5313349293 4.330794e-01
## 3679 Valid 0.232666027 -1.842707466 2.6923762353 1.510769e-01
## 3680 Valid 0.085171337 -1.794073258 2.5999852493 -1.037322e-01
## 3681 Valid -0.718747542 -1.694723013 2.3315727461 -6.535322e-02
## 3682 Valid -1.896848049 -1.686812705 2.1453269232 -1.856246e-01
## 3683 Valid -3.287401219 -1.973448814 2.3047634657 -6.767265e-01
## 3684 Valid -3.807549932 -2.213175685 2.3498756012 -8.226331e-01
## 3685 Valid -4.419314643 -2.420048130 2.3145840948 -5.506609e-01
## 3686 Valid -4.857931764 -2.205358105 2.1295619227 1.713466e-01
## 3687 Valid -4.182108103 -1.710192431 1.8028835775 1.458833e+00
## 3688 Valid -3.544121517 -1.729414739 1.9716686187 1.545787e+00
## 3689 Valid -3.048104704 -1.818086751 2.2366665317 1.632812e+00
## 3690 Valid -2.381243171 -1.993948543 2.1589982545 1.910512e+00
## 3691 Outlier 1.252246564 -6.555186275 -0.0673706825 1.887954e+00
## 3692 Outlier 2.530065174 -9.278665756 -0.8789091502 7.935480e-01
## 3693 Outlier 2.965893035 -10.136684605 -1.1667096013 3.638525e-02
## 3694 Outlier 2.325722338 -8.148348761 -0.4495905493 6.712726e-01
## 3695 Outlier 1.388011016 -6.078797008 0.4232821815 2.070392e-01
## 3696 Outlier -0.547586843 -1.225434909 1.8757840418 -2.858820e-01
## 3697 Outlier -3.007943699 -1.802243620 0.8574711460 -1.812032e-01
## 3698 Outlier -3.870190604 -1.834786635 0.3703127243 -5.331374e-01
## 3699 Outlier -3.870469080 -1.837979715 0.0634564863 -6.531833e-01
## 3700 Outlier -2.998042307 -1.348891968 -0.2579816973 7.649605e-02
## 3701 Outlier 5.787869478 -0.203325014 -0.3632669537 2.915583e-02
## 3702 Outlier 6.637711640 -0.305540810 -0.2352334133 -2.213044e-01
## 3703 Outlier 7.838689601 0.609271965 0.0863760900 -2.624823e-01
## 3704 Outlier 7.335470679 1.509018211 0.0716750291 -3.551309e-01
## 3705 Valid -4.160115124 2.150625435 -1.4102562650 -3.704240e-01
## 3706 Valid -4.007981168 2.083559101 -1.2893853764 -6.314983e-01
## 3707 Valid -3.813198736 2.051855697 -1.1503949989 -8.664019e-01
## 3708 Valid -4.193996028 1.785769915 -1.0101146503 -7.580429e-01
## 3709 Valid -5.256782610 1.395020793 -1.4019271725 -2.924137e-01
## 3710 Valid -5.003296532 1.395887055 -1.1773890575 1.383573e+00
## 3711 Valid -4.530440148 1.666834924 -1.1435258556 1.780520e+00
## 3712 Valid -3.645909606 1.884677160 -1.0727676757 1.276940e+00
## 3713 Valid -2.986610156 2.120713069 -0.9474880083 3.816512e-01
## 3714 Valid -3.554238835 2.117042845 -1.0395208446 -2.335607e-01
## 3715 Valid -4.187030856 2.031271391 -1.1283471248 -1.985364e-01
## 3716 Valid -3.442139004 1.911356450 -1.0231154847 -1.723843e-01
## 3717 Valid -2.339159386 1.498295666 -1.0514815875 1.298197e+00
## 3718 Valid -3.660315686 0.984399934 -1.0885462738 1.010658e-01
## 3719 Valid -4.253830085 0.586648729 -0.7830082736 -5.839346e-01
## 3720 Valid -4.329792058 -0.121078021 -0.1672587976 -6.802761e-01
## 3721 Valid 0.607804691 -1.361950407 2.2255987429 -7.921409e-01
## 3722 Valid 2.172510054 -1.332265992 2.4936972467 -8.208366e-01
## 3723 Valid 3.115841483 -1.349060948 2.7259593454 -7.270450e-01
## 3724 Valid 3.761084407 -1.236360287 2.6146212400 -4.387271e-01
## 3725 Valid 4.366313226 -1.007009222 2.4182224286 1.669339e-01
## 3726 Valid 4.972946317 -0.277156150 1.8858799078 9.067273e-01
## 3727 Valid 5.518388306 0.098436704 1.5898982055 9.066025e-01
## 3728 Valid 5.493931698 0.320622051 1.5428195269 9.959844e-02
## 3729 Valid 4.586011152 0.140020242 1.6114261822 -4.151131e-02
## 3730 Valid 3.521977290 -0.094538822 1.5082252132 2.251991e-03
## 3731 Valid 2.637385937 -0.352140477 1.4785844121 3.956881e-02
## 3732 Valid 1.811181867 -0.561673609 1.3206619845 -1.752291e-01
## 3733 Valid 1.654412294 -0.576407272 1.4368583468 -3.155472e-01
## 3734 Valid 1.639370613 -0.595468799 1.6843597184 -4.659379e-02
## 3735 Valid 0.628283367 -1.093455352 1.9341603597 4.362025e-01
## 3736 Valid -0.648767031 -1.535558409 2.0858364029 6.407977e-01
## 3737 Valid -1.974618266 -1.669793615 2.0645947284 2.812252e-01
## 3738 Valid -2.066320749 -1.499600668 1.9241844416 1.034218e-01
## 3739 Valid -1.834237094 -1.405141244 1.9572331692 1.774311e-01
## 3740 Valid -1.714054274 -1.368443215 2.0505453128 5.273250e-01
## 3741 Valid -2.018525820 -1.404394238 1.9658541298 7.805051e-01
## 3742 Valid -2.234541818 -1.511811008 1.9161650720 8.559211e-01
## 3743 Valid -2.081179890 -1.553531028 2.0133227651 7.734770e-01
## 3744 Valid -1.788075133 -1.721668958 2.3706303226 5.675616e-01
## 3745 Valid 0.279544397 -1.862362357 2.5345408120 3.083424e-02
## 3746 Valid -0.358173855 -1.644896673 2.0594343486 -4.541448e-01
## 3747 Valid -1.246537823 -1.592874837 2.0036732370 -6.993280e-01
## 3748 Valid -2.421861790 -1.801000712 2.3033275602 -9.177134e-01
## 3749 Valid -5.166600356 -2.446313421 2.1198091482 -2.543164e-01
## 3750 Valid -5.318164693 -2.235898586 1.9024932374 3.158148e-01
## 3751 Valid -5.070653794 -2.250646057 1.9678815972 8.026813e-01
## 3752 Valid -3.150653454 -3.450744623 1.5623866672 1.117100e+00
## 3753 Outlier 1.228268382 -7.566766582 -0.4460768631 -6.464169e-01
## 3754 Outlier 2.645727596 -9.420470914 -1.1220090570 -4.616267e-01
## 3755 Outlier 2.689545597 -10.489434909 -1.4798126753 2.364052e-01
## 3756 Outlier 2.957832761 -11.126587725 -1.7350665606 3.797607e-01
## 3757 Outlier 2.965038774 -10.861357913 -1.5387900680 2.536119e-01
## 3758 Outlier 2.283704247 -7.165526761 -0.0236495995 5.656322e-01
## 3759 Outlier 1.761876786 -4.610430623 0.8153295973 2.658216e-01
## 3760 Outlier 0.923534859 -2.720773690 1.2513148572 -5.721647e-01
## 3761 Outlier -0.458658824 -1.729433681 1.3851188791 -1.296376e+00
## 3762 Outlier -1.856574176 -1.582348204 1.0535339775 -1.497072e+00
## 3763 Outlier -2.800546807 -1.709321190 0.5897347176 -1.190493e+00
## 3764 Outlier -0.444095619 -0.187213566 -0.7660131593 1.292891e+00
## 3765 Outlier 2.881717386 0.275377399 -0.7177595952 8.921985e-01
## 3766 Outlier 5.506585682 -0.006499619 -0.4504291605 2.965220e-01
## 3767 Outlier 6.614299223 -0.071291668 -0.2832701304 9.411090e-02
## 3768 Outlier 7.227361570 0.049451031 -0.2331492725 3.291558e-01
## 3769 Outlier 7.517873139 1.413681487 0.1336270964 3.607210e-01
## 3770 Valid -3.872654706 2.051981833 -1.2486988799 -3.596608e-01
## 3771 Valid -3.694803911 2.246723667 -1.2765290825 -5.275522e-01
## 3772 Valid -3.361700328 2.207228103 -1.1660841128 -5.976803e-01
## 3773 Valid -3.252326596 2.059295040 -1.0462385802 -1.736258e-01
## 3774 Valid -3.786679589 1.666157446 -0.9852892770 7.774010e-02
## 3775 Valid -4.495220769 1.550014550 -1.2338153302 2.248065e-01
## 3776 Valid -5.035774044 1.418652368 -1.3372170225 2.702378e-02
## 3777 Valid -5.210406594 1.288818115 -1.4300737830 1.717871e-01
## 3778 Valid -5.773575224 0.961718800 -1.2068279555 6.556371e-01
## 3779 Valid -6.354608660 0.897181024 -1.2937505719 1.314504e+00
## 3780 Valid -6.202088079 1.129091789 -1.5199804731 1.718268e+00
## 3781 Valid -4.917529403 1.617892590 -1.6112033306 1.385779e+00
## 3782 Valid -3.503712703 1.977051258 -1.3841571677 8.362592e-01
## 3783 Valid -3.452835357 2.110777428 -1.0838656655 7.665759e-02
## 3784 Valid -4.064080006 1.959506211 -0.9878037063 -3.939133e-01
## 3785 Valid -3.506637310 1.303983446 -1.2160802089 7.189177e-01
## 3786 Valid -3.404119241 0.222672975 -0.3445206348 -5.077894e-01
## 3787 Valid -3.269208589 -0.776168851 0.6311187508 -6.718967e-01
## 3788 Valid -2.735355716 -1.392144553 1.5318427928 -1.215182e+00
## 3789 Valid 2.208467826 -1.051880000 2.2007444729 -1.541258e+00
## 3790 Valid 3.433953814 -0.885223309 2.3091213329 -1.038716e+00
## 3791 Valid 4.347331084 -0.898296779 2.5231996451 -6.802400e-01
## 3792 Valid 4.337726776 -0.938788438 2.4909068861 -1.213865e-01
## 3793 Valid 4.209392194 -0.814045655 2.3402062605 4.017182e-01
## 3794 Valid 4.738783222 -0.240238060 1.9579054853 5.845920e-01
## 3795 Valid 5.432070582 0.137614882 1.7874099932 4.349148e-01
## 3796 Valid 5.729771078 0.231002823 1.7575042587 3.788344e-01
## 3797 Valid 5.414862976 0.211331963 1.8894959600 4.615247e-01
## 3798 Valid 2.123514677 -0.987475515 1.7884457211 5.872574e-01
## 3799 Valid 2.367533399 -0.694490852 1.8157619774 -3.475463e-01
## 3800 Valid 1.978360797 -0.795890780 1.9243355656 -1.577648e-01
## 3801 Valid 0.834814736 -1.234472739 2.0284265399 -1.328011e-01
## 3802 Valid -0.332071108 -1.502983341 2.0971041436 -3.623935e-01
## 3803 Valid -1.000957336 -1.484570778 1.8775652627 -1.201459e+00
## 3804 Valid -1.022375675 -1.412788165 1.6693651753 -1.302999e+00
## 3805 Valid -1.573280064 -1.531601562 1.8973729109 -4.895950e-01
## 3806 Valid -2.765575962 -1.789166492 2.0249444883 1.845503e-01
## 3807 Valid -2.582825566 -1.839803511 2.0937066466 1.574259e-01
## 3808 Valid -2.414708655 -1.813188368 2.2466725901 1.999761e-01
## 3809 Valid -2.205996733 -1.762365021 2.3811843327 4.517831e-01
## 3810 Valid -2.039599590 -1.758341346 2.5200155751 5.349695e-01
## 3811 Valid -1.028872890 -1.801461976 2.5718981418 4.387882e-01
## 3812 Valid -0.112701208 -1.907992758 2.5297382632 4.282343e-01
## 3813 Valid 0.594946754 -1.915923952 2.2703757788 1.095308e-01
## 3814 Valid 0.249749063 -1.907440012 2.1930113486 -2.424916e-01
## 3815 Valid -0.405007271 -1.712985610 2.2282214747 -5.692443e-01
## 3816 Valid -2.562351972 -2.066724662 2.0486943617 -3.938181e-01
## 3817 Valid -3.947823685 -2.412913797 1.9854982597 -1.607777e-01
## 3818 Valid -5.126651239 -2.489824076 1.8644320402 1.997711e-01
## 3819 Valid -5.359843864 -2.444470857 1.9689023371 1.768451e-01
## 3820 Valid -5.103004636 -2.648123116 2.2237533494 1.376169e-01
## 3821 Valid -5.053334361 -2.565107103 2.3441314854 1.887715e-01
## 3822 Valid -2.304255323 -3.616031565 1.4489565678 9.381517e-02
## 3823 Valid 0.311523938 -5.372324390 0.3665862387 1.441517e-02
## 3824 Outlier 2.185397425 -7.519892388 -0.5366572616 1.655469e-02
## 3825 Outlier 2.705526085 -10.836442735 -1.6619624600 2.667508e-01
## 3826 Outlier 2.943179948 -11.552524825 -1.8432208446 8.023451e-02
## 3827 Outlier 2.998561781 -8.288997277 -0.5603892407 8.160017e-01
## 3828 Outlier 2.312661815 -6.164453994 0.0332013574 7.138095e-01
## 3829 Outlier 1.413344164 -4.031425484 0.7314771017 -3.021507e-01
## 3830 Outlier -0.974751851 -1.599069969 0.7852958733 -1.538033e+00
## 3831 Outlier -2.952621835 -1.524025839 -0.3651628205 -5.315897e-02
## 3832 Outlier -1.542259858 -0.448209159 -0.7441386103 3.675440e-01
## 3833 Outlier 1.284550635 0.582114163 -0.7382378709 8.553929e-01
## 3834 Outlier 4.070471923 0.901736179 -0.5021463925 8.754607e-01
## 3835 Outlier 6.188939700 0.920113618 -0.1859914505 5.828287e-01
## 3836 Outlier 6.709808871 1.099596526 -0.0572131704 7.254503e-01
## 3837 Valid 6.700657711 1.681392100 0.0022251572 5.485983e-01
## 3838 Valid -3.714270816 2.181697088 -1.1336916169 1.967073e-01
## 3839 Valid -3.331240212 2.347995639 -1.0477678925 -1.879439e-01
## 3840 Valid -2.858359272 2.267507415 -0.9117269807 -1.950369e-01
## 3841 Valid -7.020044551 0.866613449 -1.2730314042 -2.623213e-01
## 3842 Valid -6.907134487 1.088853733 -1.5746916751 -6.265418e-01
## 3843 Valid -5.570945251 1.565584760 -1.7050920583 -4.347821e-01
## 3844 Valid -3.675283695 2.088979327 -1.0186365471 -1.928821e-01
## 3845 Valid -3.360487067 2.129552980 -1.0110766628 -2.918212e-01
## 3846 Valid -4.129230704 1.390928947 -1.2553017437 2.132940e-01
## 3847 Valid -3.830200110 1.125352976 -1.0066339733 -2.018908e-01
## 3848 Valid -3.277597211 0.403500891 -0.3480985632 -3.591889e-01
## 3849 Valid -2.531140314 -0.461562162 0.5481044162 -2.479421e-01
## 3850 Valid 1.141518599 -1.434981940 2.3718982792 -1.985387e+00
## 3851 Valid 4.637892212 -0.636987757 2.2721285875 3.911581e-02
## 3852 Valid 3.746131024 -0.926998321 2.4241330509 2.255485e-01
## 3853 Valid 4.789947370 -0.252738092 2.0274793741 5.365274e-01
## 3854 Valid 5.234804751 -0.011287200 1.8750601931 3.211475e-01
## 3855 Valid 4.928557826 -0.031140129 1.9113892185 3.381127e-01
## 3856 Valid 4.059958827 -0.340070652 1.9224875843 1.884596e-01
## 3857 Valid 3.010780542 -0.722814067 1.9867286978 -5.788852e-02
## 3858 Valid 2.265263216 -1.068288717 2.0659325925 -6.447428e-01
## 3859 Valid 2.582187179 -0.772822291 2.0139563791 -5.896613e-01
## 3860 Valid 2.826232680 -0.555402383 1.9412619910 -5.322781e-01
## 3861 Valid 2.455698067 -0.710718758 1.9962164260 -5.129193e-01
## 3862 Valid 1.518985756 -1.077703535 2.1180834220 -1.093832e+00
## 3863 Valid 0.633518243 -1.188323382 1.9867505868 -1.697714e+00
## 3864 Valid 0.438158370 -0.762734944 1.2114073978 -1.486831e+00
## 3865 Valid -0.813767418 -1.102031162 1.4635000468 -9.837537e-01
## 3866 Valid -1.923630009 -1.427529823 1.6995109767 -8.019228e-01
## 3867 Valid -2.551551170 -1.629806637 1.7269841309 -4.332676e-01
## 3868 Valid -1.937083324 -1.625417689 2.0599797396 -8.539497e-01
## 3869 Valid -1.858075553 -1.696091288 2.3937908638 -7.973182e-01
## 3870 Valid -2.196526027 -1.724763603 2.4652305928 -3.759807e-02
## 3871 Valid -1.727450237 -1.718760608 2.3818261193 8.832670e-01
## 3872 Valid 0.057245803 -1.823005201 2.5314217343 1.101855e-01
## 3873 Valid -0.566256051 -1.762759284 2.3008374472 -2.394889e-01
## 3874 Valid -2.078729153 -1.787702952 1.9674195889 -1.901455e-01
## 3875 Valid -4.588953422 -2.297034938 2.2536797589 -2.200952e-01
## 3876 Outlier 1.780443902 -6.959986648 -0.4919926888 5.314550e-01
## 3877 Outlier 2.916267365 -9.669081205 -1.5645908074 1.703282e-01
## 3878 Outlier 3.191133662 -11.616417667 -1.7439093215 -3.432001e-01
## 3879 Outlier 3.401467231 -11.564526443 -1.6289509106 -1.133882e-01
## 3880 Outlier 3.478978997 -11.292392516 -1.7504120338 -7.511905e-02
## 3881 Outlier 3.548514920 -10.362758389 -1.5593960742 1.726579e-01
## 3882 Outlier 3.485196963 -8.474416319 -1.1155830787 3.764384e-01
## 3883 Outlier 3.116879622 -5.816569004 -0.1742590883 9.228723e-02
## 3884 Outlier 0.978595205 -1.387535237 0.8513701474 -1.539014e+00
## 3885 Outlier -2.198647107 -2.198926870 -0.1232098880 -9.804569e-01
## 3886 Valid 0.577786124 0.398500876 -0.6094303099 6.724970e-01
## 3887 Valid 3.438605991 1.507422169 -0.3993366098 1.762830e+00
## 3888 Valid 4.211133780 1.733707074 -0.3844358543 1.408458e+00
## 3889 Valid 5.187029948 1.917893962 -0.3193589826 9.393102e-01
## 3890 Valid 5.556744870 2.136511464 -0.1308530182 7.754493e-01
## 3891 Valid -3.403479526 2.184317134 -0.9008748075 -4.979153e-01
## 3892 Valid -2.459989544 2.261654855 -0.7438128741 -2.821268e-01
## 3893 Valid -5.473246728 1.131406413 -0.9004734928 3.452131e-02
## 3894 Valid -6.151932118 1.072063357 -1.0040155207 -4.263911e-01
## 3895 Valid -5.757362982 1.377338863 -1.2171356527 -1.813148e+00
## 3896 Valid -4.883544858 1.741006867 -1.2398277782 -1.153620e+00
## 3897 Valid -4.116964001 1.995078458 -1.2668175429 -3.314775e-01
## 3898 Valid -3.549150659 2.112398546 -1.0632724395 -1.039741e-01
## 3899 Valid -3.266285792 2.171624248 -1.0168500595 -3.608625e-02
## 3900 Valid -3.303515206 1.764686487 -1.2118282343 3.289588e-01
## 3901 Valid -4.063195358 1.408050368 -1.3697847565 3.774245e-01
## 3902 Valid -4.263645954 1.075808954 -1.1852089005 -4.557385e-03
## 3903 Valid -3.616724419 0.584870634 -0.6297592857 -7.108718e-02
## 3904 Valid -0.467874483 -1.821932840 2.1832381778 -1.142037e+00
## 3905 Valid 1.218030100 -1.760560810 2.5085806850 -1.336922e+00
## 3906 Valid 3.091494724 -1.250531322 2.3575201570 -1.005143e+00
## 3907 Valid 4.281658783 -0.775462096 2.1166566111 -4.923903e-01
## 3908 Valid 4.950793521 -0.360589138 1.9652114606 1.448233e-01
## 3909 Valid 4.861529950 -0.381370470 2.0242964732 4.811811e-01
## 3910 Valid 3.527913709 -0.927582074 2.3802123438 2.328046e-01
## 3911 Valid 3.816355024 -0.595363527 2.1198058833 1.398871e-01
## 3912 Valid 4.572023657 -0.091958630 1.8575212758 2.048015e-01
## 3913 Valid 4.663214738 -0.141714413 1.8284010447 3.511490e-01
## 3914 Valid 3.832864023 -0.404046213 1.9831704946 6.623572e-02
## 3915 Valid 2.992774431 -0.769100133 2.1472385051 -2.045551e-01
## 3916 Valid 2.520939984 -0.949896629 2.2754624917 -4.549103e-01
## 3917 Valid 2.439115333 -1.059995471 2.2445125889 -1.027390e-01
## 3918 Valid 2.449352155 -0.722940205 1.9098413257 9.752350e-01
## 3919 Valid 2.039955638 -0.815228607 1.8208442829 -1.218898e-01
## 3920 Valid 1.198495593 -0.240336351 0.9340378610 1.784382e-01
## 3921 Valid -1.316181883 -1.034568996 1.2501746705 -6.371150e-01
## 3922 Valid -1.351890590 -1.163713294 1.4093747887 -1.195206e+00
## 3923 Valid -0.313316471 -1.020905796 1.4057742945 -1.866619e+00
## 3924 Valid -0.125691400 -1.086093019 1.7237059570 -2.116496e+00
## 3925 Valid -1.256743659 -1.236787563 1.9322015661 -1.418338e+00
## 3926 Valid -1.530797781 -1.634731187 2.2434339905 1.688713e-01
## 3927 Valid 0.103602121 -2.220564639 2.7637803692 3.223116e-01
## 3928 Valid 0.150371602 -1.906422563 2.6943474779 9.837966e-02
## 3929 Valid 0.095995211 -1.703227660 2.2913363166 -6.215840e-01
## 3930 Valid -1.706720134 -1.697466683 2.0625920451 -3.831410e-01
## 3931 Valid -3.347293653 -2.169401044 1.9239453138 -5.127913e-01
## 3932 Valid -4.863148052 -2.310891320 1.5355592247 -6.237859e-01
## 3933 Valid -5.113127040 -2.317473777 1.8904117011 8.551601e-02
## 3934 Valid -4.180520141 -2.266996038 2.0445717938 -1.739996e-01
## 3935 Valid -0.655888677 -3.418131422 1.1009469974 -3.621290e-01
## 3936 Outlier 2.839478002 -9.821089142 -1.8981674676 -7.273493e-01
## 3937 Outlier 3.513017067 -9.653649419 -1.3761630734 -1.158618e+00
## 3938 Outlier 3.509927828 -8.787282607 -1.3146373707 -1.475243e+00
## 3939 Outlier 3.599831240 -7.564703279 -1.1525100381 -1.829252e+00
## 3940 Outlier 3.408537318 -3.055931272 0.0883751165 -1.012337e+00
## 3941 Outlier 0.855118735 -0.763103180 0.5760522295 -1.114902e+00
## 3942 Outlier -0.736916415 -2.571467809 -0.2680138887 -1.088615e+00
## 3943 Outlier -0.746268237 -2.868290844 -0.5659524875 -8.686357e-01
## 3944 Outlier -0.392644847 -2.169809736 -0.6797424998 -4.312944e-01
## 3945 Valid 0.574105267 0.637663395 -0.3957856971 1.518727e+00
## 3946 Outlier 0.899863171 1.436093907 -0.4105649037 2.215780e+00
## 3947 Outlier 1.708375573 1.895415050 -0.5591777434 2.336736e+00
## 3948 Valid 3.178154359 2.152794195 -0.6316335515 1.599270e+00
## 3949 Valid 4.101661791 2.317709593 -0.4495421756 1.107100e+00
## 3950 Valid -3.379620185 2.297344801 -1.0935073201 -1.557443e-01
## 3951 Valid -2.156237573 2.143166096 -0.6745160074 -3.186740e-01
## 3952 Valid -2.994210776 1.719770313 -0.8448625788 -6.475222e-01
## 3953 Valid -4.156009202 1.459183677 -0.7360081117 -2.690013e-01
## 3954 Valid -5.028624527 1.604048161 -1.0045074328 -1.077225e+00
## 3955 Valid -4.351293482 1.823491937 -1.0552880444 -8.565499e-01
## 3956 Valid -3.878486881 2.002363544 -1.0585466995 -1.400617e-01
## 3957 Valid -3.511901412 2.073805111 -1.1575188959 1.009584e-01
## 3958 Valid -3.362789629 2.163550545 -1.0878633449 2.678548e-01
## 3959 Valid -3.409675425 2.008906600 -1.1350719312 5.251242e-01
## 3960 Valid -3.952625885 1.643451751 -1.0879139270 6.386255e-01
## 3961 Valid -3.861652746 0.723940179 -0.8454013877 -1.919680e-01
## 3962 Valid -2.956611750 0.022258965 0.0317050601 -1.689366e-01
## 3963 Valid 1.388622659 -1.645966781 2.3135439984 -1.535114e+00
## 3964 Valid 3.186102908 -1.306274369 2.2494971709 -1.433014e+00
## 3965 Valid 4.559447519 -0.815983735 2.0016161735 -9.093092e-01
## 3966 Valid 4.809634317 -0.265862065 1.9348955228 3.191972e-01
## 3967 Valid 4.458979883 -0.422965065 2.1057067729 4.148944e-01
## 3968 Valid 3.895002582 -0.603559877 2.1718918834 4.185343e-01
## 3969 Valid 3.587564497 -0.762420506 2.1700365225 3.229088e-01
## 3970 Valid 3.599510932 -0.845594593 2.1374087818 -2.948410e-01
## 3971 Valid 4.464545157 0.075295765 1.5881812155 -4.303926e-01
## 3972 Valid 4.813896852 0.214045456 1.5447385267 -9.635633e-02
## 3973 Valid 4.348481644 -0.109289640 1.7002602945 1.325526e-01
## 3974 Valid 3.661003197 -0.365466971 1.8065343712 3.640843e-01
## 3975 Valid 2.987016705 -0.669690537 1.9742964116 4.121178e-01
## 3976 Valid 1.459727263 -0.636500163 1.9172738414 1.549012e+00
## 3977 Valid 1.275512290 -0.823622264 1.6490285754 1.576389e+00
## 3978 Valid 1.823401191 -0.766624237 1.5787121940 9.286216e-01
## 3979 Valid 1.375878144 -0.528167806 1.4706202359 9.728294e-01
## 3980 Valid 0.442824771 -0.368069972 0.9040721618 1.442795e+00
## 3981 Valid 0.031582346 -0.183643325 0.6387927837 1.559578e+00
## 3982 Valid -0.674177838 -0.436967824 0.6376785477 9.318760e-01
## 3983 Valid -1.295245846 -0.616329778 0.7085564853 4.907766e-01
## 3984 Valid 1.558869641 -0.354805980 0.9532251786 -1.584202e+00
## 3985 Valid 1.828263923 -0.482122862 1.1948279293 -1.566175e+00
## 3986 Valid -1.135544031 -1.771823304 2.3835754663 3.927410e-01
## 3987 Valid -0.210216972 -1.825272586 2.4598522506 2.716849e-01
## 3988 Valid 0.233789359 -1.413193689 2.0211137333 -2.742109e-03
## 3989 Valid 0.397340774 -1.219677766 1.8100607936 1.408634e-01
## 3990 Valid -0.419005065 -1.465101688 1.9156691462 2.830702e-01
## 3991 Valid -1.644444941 -1.704540514 2.1273519191 2.170278e-01
## 3992 Valid -4.906425801 -2.158575107 1.5930724000 -5.799615e-01
## 3993 Valid -4.945013455 -2.101425616 1.8864003242 -1.071869e-01
## 3994 Valid -4.587109626 -2.270118971 2.1687964844 1.821581e-01
## 3995 Valid -4.121604418 -2.188219631 2.0197181582 -4.657431e-01
## 3996 Valid -1.703536111 -1.976304008 1.6005562401 -1.322437e+00
## 3997 Valid 0.185266671 -3.493135926 0.5210007007 -2.596727e-01
## 3998 Outlier 1.114672895 -4.840058917 -0.4908263996 -4.912195e-01
## 3999 Outlier 2.094667913 -6.235070870 -1.2048966378 -1.034698e+00
## 4000 Outlier 2.896376521 -8.073977253 -1.0344957898 -1.190321e+00
## 4001 Outlier 3.210222284 -6.847049429 -0.7485835928 -1.245716e+00
## 4002 Outlier 3.786499072 -3.430791848 -0.4534435806 -9.399892e-01
## 4003 Outlier 3.266704731 -0.800482782 0.3791606759 -4.961535e-01
## 4004 Outlier 2.317357435 -0.858645250 0.4193616539 -4.602736e-01
## 4005 Outlier 0.545300631 -1.723049649 -0.6522227463 1.589517e-01
## 4006 Outlier -0.727567690 1.460373118 -0.5879524199 5.294446e-01
## 4007 Outlier 1.460666119 2.209900861 -0.7618216041 1.352954e+00
## 4008 Valid -3.085157894 2.079694024 -1.1277657810 3.461637e-01
## 4009 Valid -3.186879157 2.062566744 -1.0908896355 6.719059e-01
## 4010 Valid -2.882381377 2.105527064 -0.9929158341 7.562044e-01
## 4011 Valid -2.182280014 2.137901559 -0.8786042300 3.560814e-01
## 4012 Valid -2.504827375 1.922301023 -0.9090905308 -8.187705e-02
## 4013 Valid -3.727978189 1.622620601 -0.8705835555 -4.832990e-01
## 4014 Valid -4.956093794 1.428364135 -0.8920877478 -5.929438e-01
## 4015 Valid -5.270479144 1.490996782 -1.0996318654 -1.277281e-01
## 4016 Valid -4.703426495 1.646103502 -1.1848414788 3.205895e-01
## 4017 Valid -4.013670008 1.862857673 -1.1346315729 4.338367e-01
## 4018 Valid -3.849038268 1.907395241 -0.9526723029 2.895949e-01
## 4019 Valid -3.944270765 1.841983143 -0.9169425924 3.081917e-01
## 4020 Valid -3.836263313 1.837342578 -1.0024315197 3.982144e-01
## 4021 Valid -3.695139597 1.730740976 -0.8587500752 7.441126e-02
## 4022 Valid -4.262545046 1.415352993 -0.9204429085 2.380377e-01
## 4023 Valid -4.432330387 0.972664857 -1.0596992008 -1.005250e-03
## 4024 Valid -3.695226743 0.436820180 -0.6830213324 -1.450301e-01
## 4025 Valid -2.611632846 -0.356908223 0.3792468203 -3.552466e-01
## 4026 Valid -1.258213928 -1.206725806 1.5121173759 -2.310968e-01
## 4027 Valid 0.231397704 -1.596707796 2.2445094433 -3.336039e-01
## 4028 Valid 2.210374379 -1.538456324 2.3199110346 -1.998693e-01
## 4029 Valid 3.768213727 -1.241280010 2.2975358417 -1.137927e-01
## 4030 Valid 4.765839933 -0.581188340 2.2016850735 -2.208937e-02
## 4031 Valid 4.356408366 -0.625617496 2.2755308793 -7.298560e-02
## 4032 Valid 3.836787733 -0.700637506 2.2818442656 1.038690e-02
## 4033 Valid 3.481520062 -0.809042265 2.2367530202 1.980388e-01
## 4034 Valid 4.436701934 0.112793385 1.6554568772 -4.992414e-01
## 4035 Valid 3.246160222 -0.315316184 1.8304238720 2.872478e-01
## 4036 Valid 2.609809091 -0.585060562 1.9993372131 2.550733e-01
## 4037 Valid 1.648973320 -0.552841194 1.9831250025 3.341576e-01
## 4038 Valid 0.438829454 -0.674443990 1.9382022391 6.164036e-01
## 4039 Valid -0.527201432 -0.881041515 1.7664780920 8.334295e-01
## 4040 Valid 0.835848710 -0.985608892 1.5635878035 4.392597e-01
## 4041 Valid 1.495247225 -0.721154089 1.5393929584 1.688437e-01
## 4042 Valid 0.976056273 -0.643135887 1.4554715749 1.063900e-01
## 4043 Valid -1.008048380 -0.472482438 0.5467954476 -4.098495e-01
## 4044 Valid -1.035510804 -0.416866045 0.4498089458 -1.898225e-01
## 4045 Valid 2.367315658 0.144213579 0.5580312808 4.534388e-02
## 4046 Valid -1.260426177 -1.302583127 1.7713055887 -3.709151e-01
## 4047 Valid -1.208499995 -2.028621810 2.3388082725 8.079683e-01
## 4048 Valid -0.431217956 -1.296278298 1.8127959238 1.326530e+00
## 4049 Valid -0.986572508 -1.442951803 1.9258335489 9.160571e-01
## 4050 Valid -3.522397672 -1.867167957 1.5699016269 -2.832613e-01
## 4051 Valid -4.123182412 -1.927805580 1.4747213281 -6.677632e-01
## 4052 Valid -4.419893644 -2.105155725 1.8644930181 -7.700775e-01
## 4053 Valid -0.783080727 -1.635449561 1.2360431290 -5.685839e-01
## 4054 Valid 0.065509024 -1.644875516 1.2832804530 -6.763132e-01
## 4055 Valid -0.300338851 -2.121170812 0.4867218229 4.827479e-01
## 4056 Valid 0.535396016 -2.944725940 -0.1961524927 2.247026e-01
## 4057 Outlier 1.413222850 -4.362407051 -0.4615065366 -5.562728e-01
## 4058 Outlier 2.160697074 -5.146780923 -0.5384652102 -7.852448e-01
## 4059 Outlier 2.972352026 -3.568245931 -0.2026747670 1.885094e-01
## 4060 Outlier 3.508266794 -2.635907666 -0.1210487672 6.796665e-02
## 4061 Outlier 4.158737634 -1.093826552 -0.1488107974 -5.030060e-01
## 4062 Outlier 4.094219039 -0.673603840 0.1772998261 -8.783073e-01
## 4063 Outlier 3.513784398 -0.852195296 0.1532279671 -1.206179e+00
## 4064 Outlier 2.626519924 -1.576604881 -0.0231433837 -1.343569e+00
## 4065 Outlier 1.661133517 -3.627094423 -0.7200967084 -8.640300e-01
## 4066 Outlier 0.852442750 -2.821558971 -0.5060257964 -1.589100e-01
## 4067 Outlier -0.110198792 -1.126041983 -0.4399656676 -1.851230e-01
## 4068 Outlier -0.877207833 0.601709471 -0.4586490247 -3.910802e-01
## 4069 Valid -3.153811118 2.069529843 -1.0837785799 -3.140640e-02
## 4070 Valid -3.573058062 1.706562406 -1.1430940662 -1.909836e-02
## 4071 Valid -4.762472270 1.511038567 -1.2463429766 1.701578e-01
## 4072 Valid -5.518654631 1.547629314 -1.4524089866 6.550944e-01
## 4073 Valid -4.155955389 1.747134236 -1.1260573762 2.395156e-01
## 4074 Valid -3.545677277 1.831270304 -0.9518055163 6.997768e-02
## 4075 Valid -3.834300657 1.646346988 -0.8469684526 3.883189e-02
## 4076 Valid -4.171637735 0.845802859 -0.9449581942 -1.635980e-01
## 4077 Valid -3.575871161 0.081553081 -0.3336591074 3.365238e-01
## 4078 Valid -2.481409102 -0.733527813 0.7951293667 4.980636e-01
## 4079 Valid -0.989049854 -1.532303377 1.8169408212 2.305348e-01
## 4080 Valid 0.854069178 -1.615024513 2.3660446438 8.258985e-02
## 4081 Valid 3.876924400 -1.219751417 2.1990142276 8.807852e-01
## 4082 Valid 4.661679459 -1.005447554 2.1781324108 1.071410e+00
## 4083 Valid 5.056082766 -0.657040739 2.2403342630 1.906467e-01
## 4084 Valid 4.925673130 -0.708430055 2.2162656216 -2.700431e-02
## 4085 Valid 4.558261521 -0.658693007 2.3046312171 -1.604360e-01
## 4086 Valid 4.139746374 -0.669079841 2.2843023441 -5.252878e-01
## 4087 Valid 3.916277073 -0.696054565 2.2208242957 -7.496676e-01
## 4088 Valid 4.027730173 -0.616535308 1.9615562451 -6.336094e-01
## 4089 Valid 4.416719144 -0.324391377 1.8610863158 -3.630958e-01
## 4090 Valid 4.769850563 0.134060149 1.6409039591 -1.038704e-01
## 4091 Valid 4.799475422 0.333268554 1.5982653668 2.263823e-01
## 4092 Valid 4.375187070 0.267587872 1.5078631176 4.932021e-01
## 4093 Valid 3.520145183 -0.016561347 1.5805299599 6.537085e-01
## 4094 Valid 2.624692131 -0.391218687 1.7243805832 6.062439e-01
## 4095 Valid 0.438484463 -0.601872022 1.9963270743 -9.651842e-01
## 4096 Valid -0.492778016 -1.018246099 1.7925118498 -1.807690e-01
## 4097 Valid 0.297599823 -1.075508726 1.6109936078 5.862658e-01
## 4098 Valid 1.121832206 -0.684166262 1.4999185920 3.496509e-01
## 4099 Valid 1.036731495 -0.608563139 1.2718552341 -5.689848e-01
## 4100 Valid -0.451276771 -0.220266055 0.5648869557 -1.025422e+00
## 4101 Valid -0.061908236 -0.264773802 0.5252506596 -1.190224e+00
## 4102 Valid 1.112137288 -0.015012659 0.6770578804 -5.405042e-01
## 4103 Valid 2.484750119 0.134024472 0.5997435753 3.368542e-01
## 4104 Valid 3.228678422 0.193531102 0.6539182576 3.375014e-01
## 4105 Valid 0.037033686 -0.917842412 1.3694447955 -2.410445e-01
## 4106 Valid -1.968996367 -1.826653378 2.0448850293 4.417878e-01
## 4107 Valid -2.109663597 -1.955145038 2.2110027451 5.755829e-01
## 4108 Valid -2.221813805 -1.862447829 2.1835843900 9.216590e-01
## 4109 Valid -1.817307670 -1.451448733 1.7493514137 1.178732e+00
## 4110 Valid -2.126308359 -1.564144081 1.6993535467 8.696044e-01
## 4111 Valid -3.559708734 -1.549228472 1.5576095133 5.906531e-01
## 4112 Valid -3.847221635 -1.400213890 1.4381659259 3.996866e-01
## 4113 Valid -4.104008389 -1.896804543 1.3463771100 1.137093e-01
## 4114 Valid -0.963994908 -1.358380187 0.8221034909 9.430867e-01
## 4115 Valid 0.399557557 -1.127269940 0.7109555993 -3.922609e-01
## 4116 Valid 0.236337520 -0.932961828 0.8074743335 -1.009115e+00
## 4117 Valid -0.745380758 -1.093091998 0.7798691999 -1.409132e-01
## 4118 Outlier 0.206066957 -1.718593036 0.1927076176 8.354744e-01
## 4119 Outlier 1.334403783 -2.460437800 0.0326841723 3.426005e-01
## 4120 Outlier 2.016633978 -3.090942274 -0.1717442616 1.475361e-01
## 4121 Outlier 2.634874214 -2.703180769 -0.2913473258 -4.552428e-02
## 4122 Outlier 3.391118386 -2.114536014 -0.2419698189 -1.952827e-01
## 4123 Outlier 3.981340829 -1.500900819 -0.2189394718 -2.879774e-01
## 4124 Outlier 4.523738047 -0.999986653 -0.1910710525 -1.902895e-01
## 4125 Outlier 4.924784964 -0.969691509 0.0373609398 -3.024585e-01
## 4126 Outlier 3.970731704 -1.469197143 0.1513057654 -1.259504e+00
## 4127 Outlier 3.036800019 -2.160841238 -0.2153661683 -1.262643e+00
## 4128 Outlier 2.365231732 -2.868316709 -0.4230505135 -1.049100e+00
## 4129 Outlier 2.096056739 -3.385173801 -0.5185909401 -8.760713e-01
## 4130 Outlier -0.244134029 -0.114464772 -0.4690017348 1.470307e-01
## 4131 Outlier -0.884274300 0.945085985 -0.4650294077 2.714151e-01
## 4132 Outlier -0.719470059 1.719984922 -0.5856288049 5.970182e-01
## 4133 Outlier -0.458260032 1.850784478 -0.7263820868 8.200740e-01
## 4134 Valid -2.218941995 2.033048013 -0.8940222567 -6.349073e-01
## 4135 Valid -2.505337804 2.021695028 -0.8133244742 -9.424976e-01
## 4136 Valid -3.177064767 1.977108893 -0.9793997091 6.770139e-01
## 4137 Valid -4.285903325 1.703250250 -1.1898865648 1.062848e+00
## 4138 Valid -6.088089749 1.415254420 -1.6345261984 3.537262e-01
## 4139 Valid -4.335915354 1.795983017 -1.2284800071 -1.552307e-01
## 4140 Valid -3.678885929 1.717640894 -1.1750217382 -1.382831e-01
## 4141 Valid -4.063515236 1.386613571 -0.9670599120 4.917595e-01
## 4142 Valid -3.049664569 -0.255186176 0.0115609128 -5.387107e-01
## 4143 Valid -1.788814856 -0.919996021 1.0998360376 -6.485833e-01
## 4144 Valid -0.304323289 -1.584691743 2.0777500121 -7.481020e-01
## 4145 Valid 1.368907526 -1.691864155 2.5367895760 -7.782868e-01
## 4146 Valid 3.351757440 -1.556891483 2.4276573228 -2.669837e-02
## 4147 Valid 3.862993999 -1.497225608 2.4906161133 4.835493e-01
## 4148 Valid 4.315275233 -1.372409879 2.5029521822 7.043474e-01
## 4149 Valid 4.740518151 -1.013127812 2.3341299485 5.755362e-01
## 4150 Valid 4.707823288 -0.992318064 2.1975673508 5.028279e-01
## 4151 Valid 4.157108236 -0.802523118 2.0834694245 4.143047e-01
## 4152 Valid 4.208793458 -0.701025181 2.0145376247 -1.082742e-01
## 4153 Valid 4.440970207 -0.481386976 1.8804056527 -4.053417e-01
## 4154 Valid 4.639115696 -0.006886483 1.8111961429 5.304042e-01
## 4155 Valid 4.082690397 0.038788843 1.6460260682 3.483735e-01
## 4156 Valid 3.278796050 -0.192686385 1.6019978977 2.456495e-01
## 4157 Valid 1.980550280 -0.795759286 1.9983470258 -1.343771e-01
## 4158 Valid 0.858032831 -0.740611019 1.6845550409 -1.136625e+00
## 4159 Valid 0.191260244 -0.847611420 1.6556773987 -1.090709e+00
## 4160 Valid 1.295550154 -0.476425519 0.9873684696 1.289387e-01
## 4161 Valid 1.261743617 -0.074565381 0.5514837464 -8.505773e-01
## 4162 Valid 1.863691320 -0.331702504 0.9850041705 2.082893e+00
## 4163 Valid -1.834355897 -1.490175067 1.7393099002 1.195252e+00
## 4164 Valid -3.476749119 -1.971873249 2.2910716735 6.885097e-01
## 4165 Valid -3.115087884 -1.636292481 1.7633667859 7.964304e-01
## 4166 Valid -4.277712214 -1.326437676 1.4877260675 5.180493e-01
## 4167 Valid -4.144151608 -1.470141075 1.3231578271 4.235829e-01
## 4168 Valid -4.105021776 -1.724554400 1.2569051481 2.830813e-01
## 4169 Valid -4.162558377 -1.873376883 1.3685385289 4.363903e-02
## 4170 Valid -3.368373757 -1.783166080 1.2827281639 1.427118e-01
## 4171 Valid -1.772573470 -1.218900810 0.8648321223 6.120943e-01
## 4172 Valid -0.087800793 -0.744599315 0.2261352152 6.475167e-01
## 4173 Outlier -0.931328139 -1.226917901 0.2987536052 4.610682e-01
## 4174 Outlier 0.666413136 -1.720015360 0.2672410024 1.366560e-02
## 4175 Outlier 1.872116442 -2.415213747 0.0714587618 -5.643211e-01
## 4176 Outlier 2.466149196 -2.035942251 -0.0306727125 -5.356949e-01
## 4177 Outlier 3.187736846 -1.661203645 0.0094516899 -1.576056e-01
## 4178 Outlier 4.763131214 -1.353370318 0.0699811504 1.231010e-01
## 4179 Outlier 3.856000563 -1.253438458 0.1117754785 -4.770045e-01
## 4180 Outlier 2.858720947 -1.762650835 -0.1133495573 -4.484055e-01
## 4181 Outlier 2.344429542 -2.590422152 -0.3092788561 -3.568246e-01
## 4182 Outlier 1.868051137 -2.742332680 -0.4033151712 -4.966404e-01
## 4183 Outlier 0.007975189 -1.087110023 -0.4215030441 1.120477e-01
## 4184 Outlier -0.825828800 0.203644233 -0.3529836546 3.366155e-01
## 4185 Outlier -1.100551344 1.335108919 -0.4090737391 1.400810e-01
## 4186 Outlier -0.976531661 1.629259352 -0.4621488299 -2.868401e-01
## 4187 Valid -1.807322569 2.139302244 -0.6895147923 7.077812e-02
## 4188 Valid -1.844099912 2.161196391 -0.6457137406 -1.823272e-01
## 4189 Valid -4.677020610 1.672276979 -0.9614998175 1.684190e+00
## 4190 Valid -6.196497702 1.467231970 -1.3058114242 3.621371e-01
## 4191 Valid -5.599624030 1.773536305 -1.4237773347 -1.140174e+00
## 4192 Valid -4.658308853 1.824528928 -1.3555650819 -1.719006e+00
## 4193 Valid -4.039114261 1.862595384 -1.1792698214 -1.402416e+00
## 4194 Valid -3.790026626 1.859457767 -1.0787248174 -8.189120e-01
## 4195 Valid -3.447152434 1.616417783 -1.0482913379 -2.388966e-01
## 4196 Valid -3.594714178 1.445307562 -1.0407666561 1.270632e-01
## 4197 Valid -4.201316939 1.324384634 -1.0953686841 5.558315e-01
## 4198 Valid -4.622677510 1.141409016 -1.1797184210 6.100014e-01
## 4199 Valid -4.273869377 0.688279811 -1.1007047567 4.605902e-01
## 4200 Valid -3.474449794 -0.016262603 -0.6321140921 1.441634e-01
## 4201 Valid -2.197402998 -0.789602738 0.4531096010 -7.721216e-01
## 4202 Valid 2.752692063 -1.338280495 2.4650410031 -1.330469e+00
## 4203 Valid 3.637219877 -1.205967745 2.2307207912 -7.866468e-01
## 4204 Valid 3.820772442 -1.451968892 2.2674488616 -2.391755e-01
## 4205 Valid 4.294149739 -1.143186520 2.2754344482 4.801627e-01
## 4206 Valid 3.658403886 -1.267850532 2.1656045251 1.017927e+00
## 4207 Valid 3.497688283 -1.028451136 2.0928326303 1.180334e+00
## 4208 Valid 4.202270865 -0.582053551 1.8552213034 9.711241e-01
## 4209 Valid 4.172667843 -0.028685447 1.5890226764 2.188925e-01
## 4210 Valid 4.251477358 0.004362278 1.5070028437 -4.655648e-01
## 4211 Valid 2.372056074 -0.755906017 1.7647527667 -6.841023e-01
## 4212 Valid 1.932714159 -0.581982040 1.4166157367 -3.314303e-01
## 4213 Valid 1.409656933 -0.577212714 1.2810085453 -8.814957e-01
## 4214 Valid 1.246539072 -0.582827617 1.1751769614 -1.204236e+00
## 4215 Valid 1.302287625 -0.358364240 0.9932008083 -5.033254e-01
## 4216 Valid 0.870146405 -0.379525633 1.0990802600 -5.142595e-01
## 4217 Valid 1.179563500 -0.159719496 0.9169459526 -2.485441e-01
## 4218 Valid 1.063115524 -0.154287897 0.7107305049 8.126962e-01
## 4219 Valid 0.782915889 -0.431245120 0.9486012654 1.540488e+00
## 4220 Valid 0.312322181 -0.989953465 1.3898491532 1.780077e+00
## 4221 Valid -0.856134306 -1.268047101 1.6999209214 1.655388e+00
## 4222 Valid -3.160748413 -1.467645401 1.8130614754 7.669358e-01
## 4223 Valid -3.616455619 -1.618031345 1.9586160201 5.373563e-01
## 4224 Valid -3.790691709 -1.584965419 2.1237614202 6.011580e-01
## 4225 Valid -3.971630631 -1.834888559 2.2200398864 4.314916e-01
## 4226 Valid -3.705223260 -1.816054554 2.1326871388 3.165179e-01
## 4227 Valid -3.462186688 -1.847205513 2.1075273206 1.766018e-01
## 4228 Valid -3.540983741 -1.751103133 1.8579266825 1.021204e-01
## 4229 Valid -4.158176844 -1.556018836 1.6590791783 -1.631450e-01
## 4230 Valid -4.459982440 -1.422785252 1.5557108153 -2.740795e-01
## 4231 Valid -4.606131328 -1.169031902 1.5217677308 -1.114718e-01
## 4232 Valid -4.620642523 -1.144683505 1.4078605466 -1.102360e-02
## 4233 Valid -4.597917806 -1.219976760 1.3395654807 -1.300205e-01
## 4234 Valid -4.390886382 -1.455815070 1.3332967824 -2.728580e-01
## 4235 Valid -4.013683282 -1.355812056 1.1984768777 2.305482e-02
## 4236 Valid -2.144847420 -0.878490504 0.2945737297 2.152370e+00
## 4237 Valid -2.274548040 -0.871799467 -0.1047914352 3.145370e+00
## 4238 Valid -3.353566661 -0.746929363 -0.0907061499 1.309139e+00
## 4239 Outlier 0.660078001 -0.788978132 0.4183707625 -5.421965e-01
## 4240 Outlier 6.521827330 -2.260129272 -0.0120216647 -3.264124e-01
## 4241 Outlier 5.860472681 -1.475951527 0.1864827535 -4.283672e-01
## 4242 Outlier 4.366278049 -1.059367605 0.3162416994 -4.072678e-01
## 4243 Outlier 3.046746255 -1.253258365 0.0986992140 -1.424013e-01
## 4244 Outlier 2.277553999 -2.199811706 -0.2330887045 2.850895e-01
## 4245 Outlier 1.087884503 -2.474341570 -0.3678490327 2.367529e-01
## 4246 Valid -2.267946707 1.887823667 -0.6450924760 6.626206e-01
## 4247 Valid -2.064231553 2.014984938 -0.7099054664 6.326307e-01
## 4248 Valid -2.332353960 1.938773328 -0.8038418198 6.785761e-01
## 4249 Valid -3.261595683 1.888274872 -1.0537107052 1.265411e+00
## 4250 Valid -6.456415087 1.337892452 -1.2443268671 1.532812e+00
## 4251 Valid -7.078358827 1.317464098 -1.2423929125 6.860657e-01
## 4252 Valid -6.271604620 1.565218555 -1.2616850453 -6.265489e-01
## 4253 Valid -4.455524408 2.053803209 -1.1331580126 -1.460750e+00
## 4254 Valid -3.181906907 2.132172237 -1.0146488650 -1.475828e+00
## 4255 Valid -3.218999551 1.926722831 -0.9917930238 -3.343060e-01
## 4256 Valid -3.262700424 1.792681518 -0.9197468978 3.186376e-02
## 4257 Valid -3.514424480 1.324727738 -0.8562216238 4.364559e-01
## 4258 Valid -3.951212652 1.051511595 -0.9852982995 6.644387e-01
## 4259 Valid -4.551330727 0.866962450 -1.0843714783 4.494874e-01
## 4260 Valid -4.901106261 0.681228813 -1.0648655218 1.637513e-01
## 4261 Valid -3.906158956 -0.502556455 -0.2193212864 8.078935e-01
## 4262 Valid -1.928132580 -1.138221701 0.8938240651 6.451409e-01
## 4263 Valid 0.278930840 -1.565328842 1.9288038582 2.634492e-01
## 4264 Valid 2.095741783 -1.658458063 2.4913032500 3.873482e-02
## 4265 Valid 3.266442392 -1.438652122 2.4558338709 1.169513e-01
## 4266 Valid 4.242856376 -1.117250236 2.1871537036 -3.929053e-01
## 4267 Valid 4.145196101 -1.245452227 2.2954120945 -5.390705e-01
## 4268 Valid 3.843164848 -1.325547677 2.4378340867 2.594420e-01
## 4269 Valid 3.053623259 -1.575377813 2.3714781180 1.909596e-01
## 4270 Valid 3.084407923 -0.989886629 2.1255479334 5.494546e-01
## 4271 Valid 3.569190820 -0.711129250 2.0240999218 6.136619e-01
## 4272 Valid 3.689295162 -0.615081860 1.8904376681 2.543316e-01
## 4273 Valid 3.802523619 -0.345056207 1.7376884253 -1.741771e-01
## 4274 Valid 4.180535968 -0.064145153 1.6151231437 -1.747669e-01
## 4275 Valid 4.323139867 -0.007226124 1.5063684040 -5.752030e-01
## 4276 Valid 2.206573758 -0.487514673 1.4318270871 2.159899e-01
## 4277 Valid 1.903985905 -0.457187967 1.1479776672 3.553683e-01
## 4278 Valid 1.584517742 -0.328151756 0.8797544872 3.293073e-01
## 4279 Valid 1.220850046 -0.331057398 0.8229174474 5.147813e-01
## 4280 Valid 0.817289191 -0.449596790 0.9186496693 2.464765e-01
## 4281 Valid 0.547801790 -0.741696917 1.3045711601 6.352574e-01
## 4282 Valid -0.114817483 -0.722665812 1.0988419296 1.912178e+00
## 4283 Valid -1.413714118 -1.118939324 1.6018080365 1.803783e+00
## 4284 Valid -1.770400742 -1.410293421 1.8725558152 1.462352e+00
## 4285 Valid -2.078422034 -1.653499944 1.9580597804 1.103186e+00
## 4286 Valid -3.367411258 -1.708959828 1.7929731281 4.757803e-01
## 4287 Valid -3.911670289 -1.571116340 1.7553083682 4.512778e-01
## 4288 Valid -4.072094810 -1.651958441 1.8261736236 3.104735e-01
## 4289 Valid -4.174197567 -1.980357993 2.2464768753 1.638448e-01
## 4290 Valid -3.833420614 -1.691685137 1.8332779658 5.795146e-02
## 4291 Valid -4.078993654 -1.482164871 1.6524524885 -1.347286e-01
## 4292 Valid -4.833417367 -1.372124511 1.5358581726 3.686603e-01
## 4293 Valid -4.624658739 -1.240181683 1.1782394842 9.769138e-01
## 4294 Valid -4.169865712 -1.136508177 0.8325283252 1.308874e+00
## 4295 Valid -4.397730666 -1.182941165 0.4664663572 1.791514e+00
## 4296 Valid -6.279972935 -1.022207900 -0.3427236142 1.822298e+00
## 4297 Valid -4.740371874 -0.453506712 -0.4779081210 7.618597e-01
## 4298 Outlier -1.823093801 -0.197879041 -0.0531511031 -6.395474e-02
## 4299 Valid 2.585287068 -1.187146706 0.5216250275 8.865239e-01
## 4300 Outlier 3.925107303 -1.519962331 0.3760097042 8.079018e-01
## 4301 Outlier 2.988835732 -1.213143945 0.2164774776 1.623267e-01
## 4302 Outlier 1.978933363 -2.372714852 -0.0570810432 3.137782e-01
## 4303 Outlier 0.741302159 -2.859949496 -0.3072857486 4.495232e-01
## 4304 Outlier -0.334878291 -1.870124541 -0.3348921638 3.783517e-01
## 4305 Outlier -0.970758116 -0.535121160 -0.2439404194 1.419204e-01
## 4306 Outlier -1.137601616 1.059212519 -0.2829742205 7.836743e-01
## 4307 Valid -3.339252624 1.798158138 -0.9452130057 1.142632e+00
## 4308 Valid -3.892832354 1.549576110 -1.1428008025 1.839015e+00
## 4309 Valid -6.421977267 0.976792573 -1.4614537551 1.378297e+00
## 4310 Valid -7.534132017 0.800641674 -1.4561823875 3.651341e-01
## 4311 Valid -7.156048277 1.010568608 -1.3215452093 -4.609605e-01
## 4312 Valid -5.379976547 1.558259593 -1.1343234369 -7.284480e-01
## 4313 Valid -2.307622211 2.237774738 -0.9031835729 -6.967021e-04
## 4314 Valid -2.780657649 2.021451344 -0.9997183800 -8.167600e-02
## 4315 Valid -3.307921475 1.665873136 -1.0042288765 4.135130e-01
## 4316 Valid -3.957017346 1.027832338 -0.9150389403 6.663076e-01
## 4317 Valid -4.421042960 0.609359411 -0.9919158778 5.498359e-01
## 4318 Valid -5.159063444 0.308757111 -1.1243326576 2.329057e-01
## 4319 Valid -5.389622579 -0.198100068 -0.8550709355 6.853699e-01
## 4320 Valid -2.464665110 -1.520182028 1.2627195555 8.596520e-01
## 4321 Valid 3.415414362 -1.375584575 2.3453037528 1.378221e+00
## 4322 Valid 3.822667719 -1.198065456 2.3054650812 1.100706e+00
## 4323 Valid 3.879825279 -1.150727427 2.3114597235 6.927283e-01
## 4324 Valid 3.870819500 -1.284662920 2.4468372171 -2.812313e-02
## 4325 Valid 3.654317728 -1.398956271 2.5673617354 -4.730217e-01
## 4326 Valid 3.019106961 -1.119257158 2.3364225522 -3.201854e-01
## 4327 Valid 3.217006615 -0.884760560 2.1941370832 -2.264036e-01
## 4328 Valid 3.269980940 -0.747993324 1.9657778825 -1.016412e-01
## 4329 Valid 3.567758838 -0.396689413 1.7160088818 -1.393916e-01
## 4330 Valid 4.881459411 0.199642785 1.3961376321 -1.605897e-01
## 4331 Valid 4.365797569 0.243650879 1.3432347927 -5.418054e-01
## 4332 Valid 3.623743551 0.023779739 1.3753801165 -2.388128e-01
## 4333 Valid 2.824905947 -0.279091769 1.3636399630 3.591475e-01
## 4334 Valid 1.665601149 -0.487035732 1.4295509113 7.315448e-01
## 4335 Valid 1.068560869 -0.468521555 1.3267715517 9.801214e-01
## 4336 Valid -0.242079021 -0.756120703 1.3559190383 1.272992e+00
## 4337 Valid -0.634245086 -0.982363500 1.4688474131 1.928235e+00
## 4338 Valid -1.138137751 -0.959161923 1.4438033257 1.837381e+00
## 4339 Valid -3.107877592 -1.332003190 1.7209368697 7.293072e-01
## 4340 Valid -3.098972088 -1.671897821 1.9082963505 7.607784e-01
## 4341 Valid -3.387972086 -1.742455563 1.8667884103 6.003176e-01
## 4342 Valid -3.659600624 -1.623096481 1.6389749103 1.281055e-01
## 4343 Valid -3.948493547 -1.565703366 1.4836876670 -1.896872e-01
## 4344 Valid -3.926861541 -1.667784168 1.5187891278 -2.854422e-01
## 4345 Valid -3.994457775 -1.881905235 1.8259527720 -1.732542e-01
## 4346 Valid -3.969658061 -1.980668900 2.0444034132 -4.767876e-02
## 4347 Valid -4.039067715 -2.075752524 2.1952016888 2.003969e-01
## 4348 Valid -4.062336106 -1.900647541 2.0618126150 5.078500e-01
## 4349 Valid -4.051388717 -1.833075527 1.8124053552 5.885735e-01
## 4350 Valid -4.067879478 -1.509211592 1.6256873988 3.157691e-01
## 4351 Valid -4.077432304 -1.433055946 1.5546715660 1.000638e-01
## 4352 Valid -4.487825217 -1.306329230 1.3714002727 2.901362e-02
## 4353 Valid -5.064214559 -1.407429327 1.1387441852 2.243586e-01
## 4354 Valid -5.069529916 -1.417110311 1.1259344662 3.855096e-01
## 4355 Valid -5.357554488 -1.339677680 0.9141006959 6.270322e-01
## 4356 Valid -5.529684410 -1.127103942 0.5725519751 6.261763e-01
## 4357 Valid -4.991154476 -1.135214853 0.2759536528 1.742950e-01
## 4358 Valid -7.298770297 -1.156325870 -0.1555025864 -3.984056e-01
## 4359 Valid -1.682330938 0.111089762 -0.2674844482 -2.108741e-01
## 4360 Valid 1.089846350 -0.629566237 1.2333283895 9.584722e-01
## 4361 Valid 0.972863716 -0.777087552 1.2290158452 8.829549e-01
## 4362 Valid 1.723296189 -1.238155908 0.6069728378 9.707236e-01
## 4363 Outlier 2.856544533 -1.359086671 0.4432303607 1.074555e+00
## 4364 Outlier 3.835253375 -1.380443978 0.4651479909 1.210858e+00
## 4365 Outlier 4.433924301 -0.396866675 0.6171045285 8.929802e-01
## 4366 Outlier 2.559878478 -1.003218416 0.3630896866 3.864400e-01
## 4367 Outlier -1.008049995 -1.805978991 -0.0372685754 5.222647e-01
## 4368 Outlier -1.316499292 -0.371355792 -0.0080282111 2.296702e-01
## 4369 Outlier -1.543789989 0.516186876 0.0156100309 1.173103e-01
## 4370 Outlier -1.453186310 0.761110242 -0.0564492107 3.542467e-01
## 4371 Valid -3.898635777 1.698066756 -0.9063870259 5.060049e-02
## 4372 Valid -5.245804324 1.150588009 -1.1426832019 1.055067e+00
## 4373 Valid -6.599452538 0.801730068 -1.3758815519 9.095063e-01
## 4374 Valid -7.256577792 0.643821987 -1.4460989636 2.051817e-01
## 4375 Valid -7.391513527 0.817439274 -1.6555626229 -6.123444e-01
## 4376 Valid -6.281439153 1.083102643 -1.5571549711 -9.912083e-01
## 4377 Valid -2.201576145 2.328332684 -0.9915843617 -3.291821e-01
## 4378 Valid -2.560272284 2.108245990 -1.0301416974 -4.664369e-01
## 4379 Valid -3.383938429 1.730505823 -1.2074285329 -3.054702e-01
## 4380 Valid -4.416030429 1.080491384 -1.1492334260 5.258368e-02
## 4381 Valid -5.197610208 0.599348369 -1.3180552193 2.455539e-01
## 4382 Valid -5.951262512 -0.171881463 -1.0847597445 2.734373e-01
## 4383 Valid -5.484253329 -0.946182597 -0.1323649416 4.058070e-01
## 4384 Valid 1.292867595 -2.333568142 2.5727189183 1.255975e+00
## 4385 Valid 1.945708714 -2.089769561 2.6383707908 1.520490e+00
## 4386 Valid 2.592823195 -1.759444656 2.6351110856 1.564788e+00
## 4387 Valid 3.154394090 -1.428252869 2.5299944874 1.155420e+00
## 4388 Valid 3.534378920 -1.335309374 2.4043988823 4.493100e-01
## 4389 Valid 3.957700575 -1.295697780 2.4760107620 -1.902290e-01
## 4390 Valid 4.167520322 -1.194599185 2.5079329689 -6.001722e-01
## 4391 Valid 4.108066003 -1.117091557 2.4088725562 -8.834354e-01
## 4392 Valid 3.843980579 -1.053363498 2.3127357335 -8.778028e-01
## 4393 Valid 3.544989253 -0.705089134 2.0114623264 2.008462e-01
## 4394 Valid 3.839189654 -0.423560112 1.8493042796 4.045187e-01
## 4395 Valid 4.236888126 -0.299825694 1.7668331373 2.189038e-01
## 4396 Valid 4.627745580 -0.101458700 1.6113421242 2.821696e-01
## 4397 Valid 4.657789067 0.151904088 1.5268874103 3.764143e-01
## 4398 Valid 4.326337465 0.257360435 1.4627994284 5.311555e-01
## 4399 Valid 3.523749287 0.009857412 1.5369910355 4.215196e-01
## 4400 Valid -0.333787160 -0.731102645 1.5828734862 7.887896e-01
## 4401 Valid -0.371940349 -0.823195751 1.3794488953 4.856766e-01
## 4402 Valid 0.118562504 -0.739687628 1.4596802714 5.895252e-02
## 4403 Valid -0.080402764 -0.824501478 1.4796708035 2.085854e-01
## 4404 Valid -1.046115534 -0.984917177 1.5952315536 5.755902e-01
## 4405 Valid -2.261893582 -1.408212823 1.6797216322 9.338968e-01
## 4406 Valid -3.065064885 -1.330410973 1.7602810167 6.032818e-01
## 4407 Valid -3.648010431 -1.289242612 1.8428182931 1.253312e-01
## 4408 Valid -3.869059351 -1.451939895 1.8800906839 1.419195e-01
## 4409 Valid -3.870577224 -1.461546433 1.7880769191 -8.880776e-02
## 4410 Valid -3.544299811 -1.955273720 2.0566550371 -4.422598e-01
## 4411 Valid -3.750934766 -2.032685999 2.2016329304 -6.266153e-01
## 4412 Valid -3.926969355 -1.838121520 2.0852834601 -5.476084e-01
## 4413 Valid -4.161969493 -1.835295284 1.8725507423 -8.630717e-02
## 4414 Valid -4.297559252 -1.572903382 1.7005141046 2.421835e-01
## 4415 Valid -4.371384378 -1.456974034 1.5401632716 1.444978e-01
## 4416 Valid -4.543321890 -1.324789155 1.3149675618 -2.055478e-01
## 4417 Valid -4.711000204 -1.406185644 1.2596929278 -4.469791e-01
## 4418 Valid -5.126404906 -1.447715029 0.9665591740 -5.483031e-01
## 4419 Valid -5.501584322 -1.063522068 0.2804873652 -6.204042e-01
## 4420 Valid -4.359771682 -1.418733754 -0.1738231267 -2.533019e+00
## 4421 Valid -4.089256551 -0.427376153 -0.6372814951 -1.047989e+00
## 4422 Valid -1.365511189 -0.019680860 -0.5319303666 -2.594309e-01
## 4423 Valid 0.658038834 -0.130195239 -0.0970778799 -2.701456e-02
## 4424 Valid 0.994616420 -0.690972911 0.6902445071 5.460068e-02
## 4425 Valid 0.236995283 -1.057287526 1.0040535444 5.152116e-01
## 4426 Valid 0.760812218 -1.285631167 0.6812609846 2.122756e-01
## 4427 Outlier 2.107774240 -0.994632434 0.7988754421 7.891967e-01
## 4428 Outlier 2.978581847 -0.027937632 1.0879829099 8.252870e-01
## 4429 Outlier 2.923063785 0.240396191 1.0446090344 5.849345e-01
## 4430 Outlier 0.311701441 -2.794982911 0.2791214834 -2.593348e-01
## 4431 Outlier -0.558648264 -2.700840540 0.3165424233 7.038999e-02
## 4432 Outlier -1.220218401 -1.704843951 0.3586402191 -1.875475e-01
## 4433 Outlier -1.373481391 -0.514212074 0.5529769537 -1.183330e-01
## 4434 Outlier -1.542846284 0.101755831 0.5075891603 -1.271541e-01
## 4435 Outlier -1.553583688 0.341535399 0.4925876389 -3.141957e-01
## 4436 Valid -3.755349706 0.717389116 0.4753424340 7.738526e-01
## 4437 Valid -3.976180336 0.598702714 0.5416164664 4.925872e-01
## 4438 Outlier -2.391268122 1.773190614 -0.1901397689 -4.284303e-02
## 4439 Outlier -1.799439848 1.945762973 -0.3565781171 -5.647591e-02
## 4440 Outlier -1.566076552 1.977032902 -0.3770694956 6.514853e-02
## 4441 Outlier -1.415170971 1.934996799 -0.3747130520 1.228043e-01
## 4442 Outlier -1.197073779 1.957993515 -0.2420578248 -1.207484e-04
## 4443 Outlier -0.396513640 2.380428305 -0.3035622382 -2.052478e-02
## 4444 Outlier -0.123478908 2.386154009 -0.2314595923 -3.991129e-02
## 4445 Outlier 1.153767583 2.644855435 0.0335933380 -1.137994e+00
## 4446 Outlier 1.974770460 2.626742519 0.1772917215 -7.930527e-01
## 4447 Outlier 2.154715717 2.561699065 0.2748788285 -8.383431e-01
## 4448 Outlier 2.134847531 2.776232309 0.1825790196 -6.177263e-01
## 4449 Outlier 2.117960710 2.719509286 0.1505356331 -5.822399e-01
## 4450 Valid -3.087288663 1.061730896 -0.4628143379 -1.872202e-01
## 4451 Valid -5.022766312 0.760494428 -0.6835310297 -3.975993e-01
## 4452 Valid -5.556154282 0.800815845 -0.8121103398 -4.946762e-01
## 4453 Valid -5.667376685 1.112092502 -0.8303205661 -4.660009e-01
## 4454 Valid -5.077429739 1.457132986 -0.9434759594 -3.734630e-01
## 4455 Valid -4.584451896 1.175440198 -1.0734300250 -1.255267e-01
## 4456 Valid -6.358768106 1.044753567 -0.9072872464 -4.581803e-01
## 4457 Valid -6.418052807 0.987997605 -0.8914605696 7.647822e-01
## 4458 Valid -5.958564356 1.123882976 -1.0198731870 7.243046e-01
## 4459 Valid -5.579235055 1.369966559 -1.4654516964 4.392354e-01
## 4460 Valid -5.162364196 1.478567182 -1.1620369487 4.176177e-01
## 4461 Valid -4.252602529 1.946154993 -1.2070910778 -8.684459e-01
## 4462 Valid -3.365513182 1.953236304 -0.9008135194 -4.810126e-01
## 4463 Outlier 1.674700309 0.490587728 -0.6468488084 1.384780e+00
## 4464 Valid -0.182577226 2.409089224 -0.6628538455 -1.228320e+00
## 4465 Valid 2.259239281 2.995106510 -0.5489961172 -3.708034e-01
## 4466 Valid 3.942367726 2.282876949 -0.3852978401 -2.203437e-01
## 4467 Outlier 7.757413819 1.276066654 -0.4140131239 -1.558404e-01
## 4468 Valid -9.392624063 0.329808340 -0.8848704679 -1.290284e+00
## 4469 Valid -3.481092610 1.101132773 0.1241848369 -2.559304e-01
## 4470 Outlier -2.331825564 1.955596243 -0.3128861964 -4.459901e-01
## 4471 Outlier -1.464236773 2.309402386 -0.4389260215 -6.495438e-01
## 4472 Outlier -1.293207315 2.310061633 -0.4094694243 -6.559987e-01
## 4473 Outlier -0.885295622 2.197867826 -0.2390867566 -8.013124e-01
## 4474 Outlier 0.011583137 2.751942911 -0.4354196363 -3.182514e-01
## 4475 Outlier 1.082081697 3.008512097 -0.2018950165 1.309788e-01
## 4476 Outlier 1.661410647 2.875826174 -0.0165742051 1.821096e-01
## 4477 Outlier 2.214389749 -0.220311202 -0.3370329080 7.230336e-01
## 4478 Valid -3.941097382 0.757799882 -0.6766314048 -1.281756e+00
## 4479 Valid -5.032882496 1.137075713 -0.8874446217 -9.834605e-01
## 4480 Valid -5.302939343 1.469596243 -0.9496181829 -5.249276e-01
## 4481 Valid -4.599939665 1.499399043 -1.0469262191 -1.292197e-01
## 4482 Valid -4.555785009 1.484867602 -1.2153345267 2.197339e-01
## 4483 Valid -5.747274176 1.271395485 -1.2678569038 -5.755299e-01
## 4484 Valid -5.377726292 1.400738260 -0.9517301378 1.397246e-01
## 4485 Valid -4.851149468 1.460792305 -0.9102622237 5.718546e-01
## 4486 Valid -3.583405650 2.018189851 -1.2018588481 -2.688122e-01
## 4487 Valid -3.381997874 1.970606515 -0.9621737695 -2.626863e-01
## 4488 Valid -2.699765649 1.988672285 -0.8548233342 1.318069e-01
## 4489 Outlier -0.007457614 0.966912629 -0.9411803298 2.165882e+00
## 4490 Outlier -0.383973915 0.790873425 -0.8710680568 1.958737e+00
## 4491 Valid -1.749336412 1.025716938 -0.8079016111 1.321816e+00
## 4492 Valid -2.752477188 1.645936307 -0.9194847367 9.520639e-01
## 4493 Valid 1.326285100 2.827014357 -0.9385988940 5.229186e-01
## 4494 Valid 2.748320879 3.105032776 -0.6442861042 1.631121e-01
## 4495 Valid -7.895316291 0.133245959 -0.5962280470 1.380168e+00
## 4496 Valid -3.699816831 1.096112060 0.0299135241 -1.272703e-01
## 4497 Valid -3.588925404 1.238411712 -0.1259773805 -6.636536e-02
## 4498 Outlier -1.102820898 2.637142042 -0.5385151224 -2.525069e-01
## 4499 Outlier 0.034628824 3.103658319 -0.5431192360 -3.773292e-02
## 4500 Outlier 0.150917504 2.998692499 -0.4155144056 -2.114026e-01
## 4501 Outlier 0.431138414 2.960733087 -0.3778301134 -4.999396e-02
## 4502 Outlier 1.665607566 2.779304943 -0.0870110814 9.749735e-01
## 4503 Outlier 2.261641040 2.705937377 0.0013575740 4.919049e-01
## 4504 Outlier 2.653917442 2.307491513 0.2003692373 5.928650e-01
## 4505 Outlier 2.421430038 1.489514097 0.0579956101 1.172102e+00
## 4506 Outlier 2.317520569 0.160238643 -0.1843548621 1.938420e+00
## 4507 Outlier 1.552670824 -6.807365161 -0.8662471001 1.140301e+00
## 4508 Valid -4.350558908 1.644435371 -1.0216764582 -1.980917e-01
## 4509 Valid -4.742342794 1.861397734 -1.4074548053 -1.865197e-01
## 4510 Valid -3.384682756 2.039852693 -0.7827161749 -7.428322e-01
## 4511 Valid -3.157756528 2.113380977 -0.9313436122 -1.645221e-01
## 4512 Valid -2.713810184 1.984082093 -0.7523672808 -2.637607e-02
## 4513 Valid -2.286121180 1.505124585 -0.9495292683 7.322826e-01
## 4514 Valid -3.256466976 1.505376590 -0.9451151040 4.456414e-01
## 4515 Valid 1.873230156 2.959778654 -0.8077875037 5.734203e-01
## 4516 Valid 2.614388521 2.998959144 -0.6279260432 2.662279e-01
## 4517 Valid -8.917092627 -0.047416851 -0.5614369460 8.178518e-01
## 4518 Valid -3.512303516 1.311809683 -0.1585389890 -5.650607e-02
## 4519 Valid -3.454084609 1.419846822 -0.2780769711 -3.541633e-01
## 4520 Outlier -2.710084494 1.786877245 -0.3304763912 -2.302210e-01
## 4521 Outlier -1.951079291 2.286193588 -0.5965440179 1.086033e-01
## 4522 Outlier -0.167579544 3.003599947 -0.6557220503 7.636995e-01
## 4523 Outlier 0.643640195 2.233772012 -0.2366392436 3.487930e-01
## 4524 Outlier 2.108417082 0.633225851 0.0207765633 1.078305e+00
## 4525 Outlier 2.317557980 -2.766081563 -0.0841239746 2.308830e+00
## 4526 Outlier 2.147297273 -4.730412234 -0.3664664120 2.611721e+00
## 4527 Outlier 2.631375578 -10.653324045 -1.3071226056 8.348598e-01
## 4528 Valid -2.450751125 0.787252528 -0.4962823561 -8.133637e-01
## 4529 Valid -5.798401921 1.515171287 -1.2828203706 5.592751e-01
## 4530 Valid -6.517664998 1.560431062 -1.3506389081 3.288987e-01
## 4531 Valid -6.042862865 1.468327188 -1.1737867392 -1.836329e-01
## 4532 Valid -5.623158825 1.650587704 -1.2783451769 5.446951e-02
## 4533 Valid -5.172368043 1.891963178 -1.2838417382 2.775387e-01
## 4534 Valid -4.918659029 1.954204632 -1.3163368275 5.460487e-01
## 4535 Valid -5.658021999 1.333096364 -1.1236436603 3.567828e-02
## 4536 Valid -4.522170667 1.320523512 -0.8199328117 5.596956e-01
## 4537 Valid -3.517900546 1.835095494 -0.8485569749 6.523186e-01
## 4538 Valid -3.132971432 2.033222313 -0.8536691791 3.461521e-01
## 4539 Valid -3.443894688 1.852928734 -0.8475069572 7.566669e-02
## 4540 Valid -3.305712564 1.965934429 -0.9184807984 5.659570e-01
## 4541 Valid -3.130831415 1.840540810 -0.7272730110 2.636713e-01
## 4542 Valid -4.105130885 1.500495874 -0.9254615831 4.597009e-01
## 4543 Valid -3.950370697 1.459705857 -0.5343867228 -4.232007e-01
## 4544 Valid 2.797138146 2.952708242 -0.5912450300 9.441165e-01
## 4545 Valid -3.147786662 1.518981121 -0.2285405687 -6.210220e-01
## 4546 Outlier -1.460927857 2.822737101 -0.9567319553 -6.711738e-02
## 4547 Outlier -0.627657098 3.006113129 -0.7853194487 2.855786e-02
## 4548 Outlier 2.091470165 -5.983421661 -0.5760319228 3.003873e+00
## 4549 Outlier 1.925541818 -9.543328358 -0.8954739317 1.382321e+00
## 4550 Outlier 2.179707001 -12.286476428 -1.4029108079 5.760926e-01
## 4551 Outlier 2.157496131 -9.364268076 -0.8111160829 1.117136e+00
## 4552 Valid -3.364370011 1.177344501 -0.5561172082 -8.048705e-02
## 4553 Valid -5.625099688 1.614307289 -1.0165887312 -5.241588e-01
## 4554 Valid -5.610490978 1.441380790 -1.0271473234 -5.888136e-02
## 4555 Valid -5.408742738 1.411824253 -1.0489571018 4.269411e-01
## 4556 Valid -5.957264695 1.345632787 -1.0852174191 5.837768e-01
## 4557 Valid -5.306901553 1.167357658 -0.9485854325 1.279378e-01
## 4558 Valid -4.555724372 1.637559929 -1.1076904957 5.641716e-01
## 4559 Valid -4.931304847 1.254756967 -0.8917838873 1.463042e+00
## 4560 Valid -4.559160024 1.619282786 -0.9947932121 1.192788e+00
## 4561 Valid -4.096765900 1.786937521 -0.9471046269 1.066983e+00
## 4562 Valid -3.881561688 1.548203998 -0.7647534372 6.696974e-01
## 4563 Valid -4.324406177 1.513202995 -0.9465777475 4.092011e-01
## 4564 Valid -1.377504787 2.299920734 -0.7064028967 -1.164401e-01
## 4565 Valid 0.402368791 2.776349852 -0.6500009783 3.908875e-01
## 4566 Valid 3.229955904 3.214478044 -0.4480667300 1.510978e+00
## 4567 Valid -3.557337324 1.340295637 -0.0421750592 -2.783068e-01
## 4568 Outlier -0.774817553 2.805942423 -0.5634369994 -2.849724e-01
## 4569 Outlier 1.151363140 -0.765006747 -0.5468288522 8.073994e-01
## 4570 Outlier 1.165821426 -2.769056223 -0.7502436162 1.592754e+00
## 4571 Outlier 1.299222539 -9.953444276 -1.2492091155 2.892102e+00
## 4572 Outlier 1.462188245 -11.267298578 -1.3080433714 2.265053e+00
## 4573 Outlier 1.878848012 -12.903319891 -1.4260532321 3.860209e-01
## 4574 Outlier 1.867677778 -12.701100613 -1.3918804500 3.709024e-01
## 4575 Outlier 1.801721403 -8.008890184 -0.4924942039 5.310232e-01
## 4576 Valid -5.383677376 1.487174262 -0.9268252640 -5.599449e-02
## 4577 Valid -5.860390204 1.368555409 -1.0412626751 1.308348e-01
## 4578 Valid -5.277845756 1.421499043 -0.8972572913 -3.071918e-01
## 4579 Valid -5.971073892 1.389946331 -0.9380790058 2.218906e-01
## 4580 Valid -5.902833754 1.338098166 -0.9046570017 -2.953897e-02
## 4581 Valid -5.997934884 1.167531126 -0.9258131346 3.266687e-03
## 4582 Valid -5.015523379 1.518692312 -1.1880839611 1.190316e-01
## 4583 Valid -4.940396014 1.168279681 -0.7745246281 9.394991e-01
## 4584 Valid -5.863122139 1.125760372 -0.9544904327 1.128436e-01
## 4585 Valid -1.558106737 1.845521200 -0.3139433166 -2.183958e+00
## 4586 Valid -0.108098384 2.460792319 -0.5255069959 -1.991754e+00
## 4587 Valid 0.896544453 2.802995849 -0.5360539402 -1.118381e+00
## 4588 Valid 1.504197175 2.831658216 -0.3878341356 5.278292e-01
## 4589 Valid 4.189427713 3.382772590 -0.3031264913 8.945026e-01
## 4590 Valid -6.829949584 0.367038827 -0.3097959514 -1.269766e+00
## 4591 Valid -5.167788438 1.097139387 -0.3037859110 -4.474773e-01
## 4592 Valid -2.538361894 2.013017577 -0.5137627755 1.598157e-01
## 4593 Outlier -2.199262943 2.637616676 -0.6651321021 1.498601e-01
## 4594 Valid -1.966240001 2.624755174 -0.8438247508 4.151217e-01
## 4595 Outlier -0.727089747 2.209620493 -0.5181555972 -7.326331e-02
## 4596 Outlier 1.177813772 -3.273253913 -0.7734150594 1.815259e+00
## 4597 Outlier 1.195005459 -13.769457237 -1.6094168948 7.523162e-01
## 4598 Outlier 1.470536649 -13.495382505 -1.5491015248 6.288814e-01
## 4599 Valid -5.327677542 1.503666717 -0.8514394251 7.084479e-02
## 4600 Valid -5.480329097 1.669953841 -1.0374650731 -2.921973e-01
## 4601 Valid -5.487693110 1.324933676 -0.8312631453 -2.746883e-01
## 4602 Valid -5.912505637 0.976226656 -0.7398881574 -3.473300e-01
## 4603 Valid -5.396738641 1.149711262 -0.7595248737 -2.385736e-01
## 4604 Valid -6.360332636 0.505086173 -0.5794607763 4.567380e-01
## 4605 Valid -5.336967558 1.418001281 -0.8990070250 -3.555740e-01
## 4606 Valid -5.371549878 1.342108502 -0.8993656137 -9.041824e-02
## 4607 Valid -3.859439500 1.777543776 -0.9333184303 -6.229603e-01
## 4608 Valid 1.563267736 3.135323599 -0.6189346143 -3.650297e-01
## 4609 Valid 1.283115839 2.790659025 -0.3846836208 4.187226e-02
## 4610 Valid 1.144180710 2.866196488 -0.4474499514 2.360883e-01
## 4611 Valid 1.325532561 3.009377420 -0.6250347894 2.022067e-01
## 4612 Valid 1.828992127 3.153648527 -0.7331533924 5.309002e-01
## 4613 Valid 2.752029050 3.366095120 -0.4704543473 1.073964e+00
## 4614 Valid -6.852493660 0.540760473 -0.6307984413 -7.786599e-01
## 4615 Valid -2.912870370 2.024396263 -0.6001973791 4.278050e-01
## 4616 Outlier -1.017470559 1.711716660 -0.8764855868 -7.340283e-02
## 4617 Outlier 0.865364224 -1.658945810 -0.6092343473 9.309820e-01
## 4618 Outlier 2.072152314 -9.914326534 -1.3646585306 3.472508e-01
## 4619 Outlier 0.316767395 -14.642367728 -1.9058916395 -3.456407e-01
## 4620 Outlier 0.118035932 -15.295481973 -1.9600942189 2.532202e-01
## 4621 Outlier 1.214681082 -13.472426898 -1.6922569398 9.768291e-02
## 4622 Outlier 1.657263104 -12.598043079 -1.5330903183 -2.546734e-01
## 4623 Outlier 1.977330668 -11.903633954 -1.4419234562 -5.565820e-01
## 4624 Outlier 2.163138481 -11.780718097 -1.4657387633 -7.140602e-01
## 4625 Outlier -1.068551620 -1.884121809 -0.6255950091 -6.298907e-01
## 4626 Valid -5.842811773 1.446445308 -1.0512648564 -6.755286e-02
## 4627 Valid -5.727849272 1.669516729 -1.1677187860 5.477348e-01
## 4628 Valid -5.372437312 1.586815661 -1.0331958551 2.961371e-01
## 4629 Valid -4.731537074 1.459653485 -0.6897375997 -7.629941e-02
## 4630 Valid -5.096282301 1.294699074 -0.8159139445 -2.691074e-01
## 4631 Valid -5.438268369 1.200474300 -0.9129427382 -4.291299e-01
## 4632 Valid -5.612781493 0.894505388 -0.6409832912 -3.967910e-01
## 4633 Valid -5.179436102 1.133310859 -0.7188060017 -3.160059e-01
## 4634 Valid -4.467901666 1.438020817 -0.8776526963 -4.140214e-01
## 4635 Valid -6.287414692 0.480703881 -0.6936317373 5.174209e-01
## 4636 Valid -5.170082375 1.633276127 -1.0111439556 -5.751566e-02
## 4637 Valid -3.934809117 1.722983032 -1.0226460736 -1.293087e+00
## 4638 Valid -0.061278093 2.843264905 -0.5869231127 -2.607191e+00
## 4639 Valid 1.071803768 3.010296201 -0.4575321676 -1.896522e+00
## 4640 Valid 2.386399909 3.354751620 -0.6541609313 -3.954242e-01
## 4641 Valid 1.798282846 3.121032905 -0.6603310155 7.926769e-01
## 4642 Valid -9.715493467 -1.156316035 0.1419276126 -4.364673e-02
## 4643 Valid -7.051244193 0.843126040 -0.9380017484 5.644401e-02
## 4644 Valid -4.614577527 1.770774234 -0.8885447957 1.220806e+00
## 4645 Valid -2.949171124 2.212491637 -0.7535677386 1.359034e-01
## 4646 Outlier -1.505648282 1.074094064 -0.9326751305 -2.265245e-02
## 4647 Outlier 1.423486651 -6.741057061 -1.0416946410 2.183285e+00
## 4648 Outlier 2.209020625 -11.662070880 -1.3672336480 7.723048e-01
## 4649 Outlier 1.695396679 -12.249830771 -1.6248608230 -2.097179e-01
## 4650 Outlier 2.351176926 -11.244211844 -1.5881485564 -1.517969e-01
## 4651 Outlier 2.062422836 -10.303349525 -1.3070685939 3.062672e-01
## 4652 Outlier 1.864226999 -8.336240285 -1.0362579412 5.854315e-01
## 4653 Valid -4.250693462 1.559540751 -0.9540456382 -7.576407e-01
## 4654 Valid -4.810285613 1.646178200 -0.9569782729 5.596345e-02
## 4655 Valid -5.270663925 1.417698599 -0.9019428590 -5.971167e-02
## 4656 Valid -5.825403502 1.445618240 -0.9587120830 2.475008e-01
## 4657 Valid -6.232784605 1.457696776 -1.1520603254 4.464613e-01
## 4658 Valid -5.994651273 1.511961255 -1.2958607971 -7.794328e-02
## 4659 Valid -4.919828141 0.955788059 -0.6351926822 -1.030112e-01
## 4660 Valid -5.024880668 1.261847752 -0.8486240844 1.030651e-01
## 4661 Valid -5.229592893 1.689739583 -1.2330619403 4.042818e-01
## 4662 Valid -6.103666394 1.454852857 -1.1960785480 9.122734e-01
## 4663 Valid -6.711228174 0.568685616 -0.9018649948 7.317895e-02
## 4664 Valid -5.594822211 1.731630397 -1.3579795244 -9.390263e-01
## 4665 Valid -3.141992728 1.969145895 -0.7109408810 -2.124259e+00
## 4666 Valid 1.663074267 3.078551348 -0.4765787119 -3.164011e+00
## 4667 Valid 2.915878613 3.141925694 -0.5583355089 -1.276295e+00
## 4668 Valid 1.584443697 2.986715356 -0.4595092973 -5.882857e-01
## 4669 Valid 1.204057458 2.874221457 -0.4286275687 -1.700182e-02
## 4670 Valid 2.037176939 3.136687269 -0.6374549075 -1.056091e+00
## 4671 Valid -7.271051729 0.799539412 -0.9913153737 4.831743e-01
## 4672 Valid -6.972185921 1.080812614 -1.2108953231 1.032122e+00
## 4673 Outlier -1.866418482 0.930810679 -0.8284740161 1.000040e-03
## 4674 Outlier 0.932291462 -7.222657332 -1.3516918428 1.937843e+00
## 4675 Outlier 1.233121065 -9.246666529 -1.3955520419 2.019709e+00
## 4676 Outlier 1.821008358 -12.751631933 -1.2460217717 1.480841e-01
## 4677 Outlier 1.885842230 -13.035488132 -1.2767910382 1.991330e-01
## 4678 Outlier 1.474948262 -12.005744280 -1.6278607584 -1.150961e+00
## 4679 Outlier 1.250897287 -14.032857026 -1.8466511570 -6.768043e-01
## 4680 Outlier 1.571067497 -13.201966127 -1.7214252367 -5.039133e-01
## 4681 Outlier 2.263526057 -11.682068358 -1.4749245320 -3.082360e-01
## 4682 Outlier 2.642542520 -10.934024904 -1.5788897104 -3.637149e-01
## 4683 Outlier 2.401747784 -10.832967027 -1.4474008656 -3.905489e-01
## 4684 Valid -4.303202043 1.649219611 -1.0320082495 -2.691194e-01
## 4685 Valid -4.794497980 1.415989828 -0.9405682011 2.033607e-01
## 4686 Valid -6.391092759 1.402529804 -1.1401286807 4.584869e-02
## 4687 Valid -5.328453013 1.025549710 -0.6661026130 8.854858e-02
## 4688 Valid -5.353159416 1.466717457 -1.0914034562 1.202745e+00
## 4689 Valid -6.468788670 1.028967627 -1.0423008744 -5.277687e-01
## 4690 Valid -1.355395002 2.559143724 -0.6372445866 -3.508520e+00
## 4691 Valid -0.079578458 2.602634015 -0.3471687906 -3.505529e+00
## 4692 Valid 0.566919715 2.827489150 -0.4586232531 -3.307840e+00
## 4693 Valid 2.138714364 3.144865001 -0.3916215232 -2.606552e+00
## 4694 Valid 3.166205916 3.118195561 -0.3512024494 4.645245e-01
## 4695 Valid 2.553949814 3.438722270 -0.6080142028 8.324611e-01
## 4696 Valid 3.846411340 3.400042123 -0.3705707838 -1.939505e+00
## 4697 Valid -7.229043690 0.997279381 -1.2283642439 -4.991408e-01
## 4698 Outlier 1.702571830 -12.960225528 -1.4308976058 1.179575e-02
## 4699 Outlier 1.500853466 -13.288972558 -1.4659842802 1.574663e-01
## 4700 Outlier 1.920728939 -12.765845808 -1.5832355647 -8.698175e-02
## 4701 Valid -1.279329191 -0.323447991 -0.5958554862 -8.193407e-01
## 4702 Valid -4.563158965 1.425883866 -0.8734888400 -4.241242e-01
## 4703 Valid -5.354678624 1.431388191 -1.1391558781 -2.396884e-01
## 4704 Valid -6.377558678 1.262476952 -1.2195671610 -3.047715e-01
## 4705 Valid -6.401897170 1.359365464 -1.2024688596 -2.395859e-01
## 4706 Valid -5.849267680 1.560418658 -1.1872790569 7.211998e-01
## 4707 Valid -5.124935482 1.435215448 -0.8009727139 7.431613e-01
## 4708 Valid -5.224648160 1.426426182 -0.8605572700 6.196833e-01
## 4709 Valid -5.403585314 1.421138965 -0.8675857592 3.931524e-01
## 4710 Valid -6.034107011 1.286988411 -1.1915359079 5.350178e-01
## 4711 Valid -5.635692288 1.512203871 -0.9752529559 -2.219525e+00
## 4712 Outlier 2.440896233 3.398356890 -0.3305039994 -3.391088e+00
## 4713 Valid 3.356526223 2.959990243 -0.3466353581 9.194648e-01
## 4714 Valid 4.078793094 3.403050345 -0.2921433296 2.203716e-01
## 4715 Valid 4.491200857 3.431220393 -0.2578661550 -3.043535e-02
## 4716 Valid 3.872209629 3.268311813 -0.3861524874 -4.239015e-03
## 4717 Valid 5.388625740 3.764706531 -0.3439803493 -5.349992e-01
## 4718 Valid -6.484898530 1.001083070 -0.6537740121 -8.804747e-01
## 4719 Valid -6.682157956 1.033180371 -0.8846538414 -6.067187e-01
## 4720 Outlier 1.747417247 -12.467258355 -1.7426675141 1.882571e-01
## 4721 Outlier 1.413652019 -13.410286822 -1.5539042993 5.950617e-01
## 4722 Outlier 1.136837485 -13.640904239 -1.6992322518 6.104572e-01
## 4723 Outlier 1.726540366 -12.563217904 -1.7705967166 2.347264e-01
## 4724 Outlier 1.941020463 -12.302915286 -1.5241631854 2.156338e-01
## 4725 Outlier 1.585451158 -12.387055286 -1.5956901335 -9.604934e-01
## 4726 Outlier 1.108859139 -13.961800699 -1.6769724698 2.279807e-01
## 4727 Outlier 2.933912262 -10.648623281 -1.3179476521 1.745162e-01
## 4728 Outlier 2.853851783 -10.394944323 -1.3039582925 -1.387693e-01
## 4729 Outlier 2.789263916 -10.532935785 -1.2301203435 1.641107e-01
## 4730 Outlier 2.726557448 -10.293632241 -1.2838490666 3.470972e-01
## 4731 Outlier 1.952207733 -6.354554010 -0.8752662747 4.973397e-01
## 4732 Outlier 0.245549345 -2.609285992 -0.5375777279 -6.269846e-02
## 4733 Valid -5.402540478 1.301037576 -1.0079568558 -5.377665e-02
## 4734 Valid -5.322127902 1.568937360 -1.1829579450 -2.155503e-01
## 4735 Valid -5.845594752 1.465329677 -1.2256693797 -7.287176e-01
## 4736 Valid -6.424598206 1.375896525 -1.1805737190 3.787906e-01
## 4737 Valid -5.965170855 1.413399306 -0.9582322300 2.765392e-01
## 4738 Valid -5.739402364 1.367754515 -0.7469652508 3.067057e-01
## 4739 Valid -5.677849746 1.524580484 -0.9556730243 2.895058e-01
## 4740 Valid -6.786402528 0.900885683 -1.0732421596 4.277173e-01
## 4741 Valid -1.590717010 2.647934913 -0.7786454457 -4.434922e+00
## 4742 Outlier 4.775925540 3.984639259 0.1036014644 -4.966841e+00
## 4743 Outlier 6.339846126 3.869659010 -0.0546281061 -1.445044e+00
## 4744 Outlier 6.495968083 3.637369099 0.0833189500 -1.515824e+00
## 4745 Valid 5.392153032 3.636679521 -0.2274854173 1.596804e-01
## 4746 Valid 2.332365971 2.531957539 -0.1789830138 -8.454050e-01
## 4747 Valid 2.521360092 2.901105677 -0.2432412668 -4.228989e-01
## 4748 Valid 3.359828122 2.980307485 -0.4064206695 9.810100e-01
## 4749 Valid -7.511148433 0.821891052 -0.8550959078 -6.042160e-01
## 4750 Valid -6.896259732 1.056584882 -0.9787201474 -5.399456e-01
## 4751 Valid -5.979516618 1.106415708 -0.8221454464 3.753006e-01
## 4752 Valid -6.360590453 1.382237336 -1.0714301987 3.755550e-02
## 4753 Valid -5.820835831 1.448524301 -1.2547574187 -3.681509e-01
## 4754 Outlier -3.354359285 1.764402676 -1.3561511587 -6.729899e-01
## 4755 Outlier -1.292989569 0.062735391 -1.2826138675 -5.956706e-01
## 4756 Outlier 1.488139993 -9.028635381 -1.4726061809 -5.784278e-01
## 4757 Outlier 0.921008132 -13.940650559 -1.7176578837 8.127753e-01
## 4758 Outlier 0.999945905 -14.007115412 -1.6149372711 5.297692e-01
## 4759 Outlier 0.779379935 -14.016788754 -1.6864530548 2.395564e-01
## 4760 Outlier 1.392310521 -12.643413484 -1.8391265064 3.144536e-01
## 4761 Outlier 2.041794670 -10.503412925 -1.3650379604 -1.206730e+00
## 4762 Outlier 1.223509566 -13.465489116 -1.6014434416 -9.450274e-01
## 4763 Outlier 1.539342593 -13.052131120 -1.5367689981 -7.403106e-01
## 4764 Outlier 1.956099762 -12.367468664 -1.4310495220 -4.668169e-01
## 4765 Outlier 2.320973529 -11.772379751 -1.4788418484 -7.439273e-02
## 4766 Outlier 2.934248161 -10.488543311 -1.3892029142 -1.610584e-01
## 4767 Outlier 2.730302755 -10.289788200 -1.1499718161 -3.330291e-01
## 4768 Valid -5.125034957 1.581352823 -1.1147110799 8.719084e-02
## 4769 Valid -6.713502120 1.068425332 -1.0736916563 3.377202e-01
## 4770 Valid -7.007699821 0.999478043 -1.2346701215 2.297804e-01
## 4771 Valid -7.076843462 1.165166764 -1.4014794015 2.115559e-01
## 4772 Outlier 7.934558574 5.057851164 0.2783393014 -2.704611e+00
## 4773 Valid 3.076992016 2.979268515 -0.2044289283 -1.163656e+00
## 4774 Valid 2.283713631 2.671261416 -0.3064429835 1.911696e+00
## 4775 Valid 2.046813369 2.785235800 -0.6781480812 -7.412720e-01
## 4776 Valid 3.072381136 3.577176178 -0.6568955538 -1.279906e+00
## 4777 Valid 4.575885389 3.920505131 -0.4017797988 -1.676058e-01
## 4778 Valid 4.924154215 3.801472663 -0.3319210464 7.341738e-02
## 4779 Valid -6.526486534 1.263325931 -1.1200770680 1.239604e-01
## 4780 Valid -6.323986458 0.920770136 -0.6327077859 7.339408e-01
## 4781 Valid -6.937797878 1.241653843 -1.0497758485 8.951956e-01
## 4782 Valid -6.582757030 1.415192335 -1.3207870080 2.196933e-01
## 4783 Outlier -3.947908094 1.724611940 -1.1282869511 -3.868516e-01
## 4784 Outlier -0.364393385 -1.042246824 -1.2344144151 -5.531474e-01
## 4785 Outlier 1.064799816 -9.894376082 -1.6424539831 -1.028431e+00
## 4786 Outlier 0.596522588 -14.528383562 -1.6356906497 1.681742e-01
## 4787 Outlier 0.693100245 -14.093636266 -1.7862072985 -2.008592e-01
## 4788 Outlier 1.385670883 -12.260992293 -1.7912942588 -1.686472e-01
## 4789 Outlier 2.243462509 -10.464456482 -1.5185292981 -1.640766e+00
## 4790 Outlier 2.966965220 -9.724202914 -1.2881054280 -6.385670e-01
## 4791 Outlier 2.629668683 -10.073529364 -1.5866710134 -5.194591e-01
## 4792 Outlier 1.926161161 -7.971018572 -1.2908533355 3.353883e-01
## 4793 Outlier 0.835915421 -4.863612946 -0.8324940262 2.697422e-01
## 4794 Valid -1.141231146 -1.625400376 -0.6806561109 -3.967324e-01
## 4795 Valid -5.113069179 1.631671855 -1.1421690986 2.211876e-01
## 4796 Valid -5.835841894 1.390839359 -1.2125689887 1.620515e-01
## 4797 Valid -6.483534605 1.233133172 -1.0753472953 -1.621913e-01
## 4798 Valid -5.943443385 1.538972958 -1.1774615650 2.663064e-01
## 4799 Valid -5.343972296 1.761087571 -1.0562744604 -9.852088e-01
## 4800 Outlier 8.463828630 5.138416268 -0.0686862878 1.586720e-01
## 4801 Outlier 9.513909154 5.304237289 0.0738551309 8.389202e-01
## 4802 Outlier 9.368251579 5.033345438 0.1344354384 9.064980e-01
## 4803 Outlier 8.890979634 4.801130179 -0.1245528254 3.495686e-01
## 4804 Outlier 8.112894161 3.670911346 -0.0913566410 2.901279e-01
## 4805 Outlier 8.222344837 3.425161207 0.0383790731 3.968656e-01
## 4806 Valid 6.390802704 3.363295463 -0.0512829172 -1.091158e+00
## 4807 Valid 5.615229178 3.334838697 -0.1596760890 -5.283760e-01
## 4808 Valid 4.975894488 3.420202026 -0.1626394493 -2.814485e-01
## 4809 Valid 4.225393854 3.315321911 -0.1863551528 -5.141327e-01
## 4810 Valid 1.685944392 2.521556326 -0.2471784156 -1.445126e-01
## 4811 Valid 2.566611190 2.875136942 -0.5479511061 -1.091393e+00
## 4812 Valid 4.919999572 3.714899994 -0.2059024506 -9.536239e-02
## 4813 Valid 4.779421088 3.745047775 -0.3797516376 -8.951442e-02
## 4814 Valid -7.293033563 0.710080363 -0.8764509236 9.254603e-01
## 4815 Valid -7.347668489 1.041690216 -1.2685303793 2.339185e-01
## 4816 Valid -7.067522920 1.317140979 -1.6129904981 -3.274114e-01
## 4817 Valid -5.993775309 1.608589871 -1.4585463875 -8.057079e-01
## 4818 Outlier -0.971755150 1.276988605 -1.0583016490 -8.296148e-02
## 4819 Outlier 1.093020300 -13.403974158 -1.7638069309 -4.108186e-01
## 4820 Outlier 2.632544356 -10.028914314 -1.5204593901 4.751988e-01
## 4821 Outlier 2.931329776 -8.825240447 -1.4083834889 -7.369417e-01
## 4822 Outlier 2.446765080 -10.380161763 -1.4430162868 -1.034539e+00
## 4823 Outlier 2.116679445 -12.413583239 -1.4117915122 2.001025e-02
## 4824 Outlier 3.369233981 -10.407447309 -1.3488078131 -6.348576e-01
## 4825 Outlier 3.637097758 -9.559048878 -1.3928016503 -5.378059e-01
## 4826 Outlier 3.526626228 -9.092034761 -1.3628274718 -2.743627e-01
## 4827 Outlier 3.302576971 -8.568820688 -1.3446642576 -2.397375e-01
## 4828 Outlier 3.022379891 -9.281115257 -1.5666509591 -7.674337e-01
## 4829 Outlier 2.121202473 -7.195768102 -1.0766574923 -3.003184e-01
## 4830 Outlier 0.674051271 -3.836683615 -0.8286085465 -6.954050e-01
## 4831 Outlier -1.452707460 -0.682520888 -0.6087119874 -1.225355e+00
## 4832 Valid -5.592761197 1.584704842 -1.3695850921 5.267844e-01
## 4833 Valid -6.404189853 1.452850537 -1.4496721335 4.600758e-01
## 4834 Valid -6.719612477 1.230841339 -1.1930132095 2.856548e-01
## 4835 Valid -6.927025250 1.005497775 -1.1648843821 1.126924e-01
## 4836 Valid -7.241933399 0.975636463 -1.3342847149 -1.593922e-01
## 4837 Valid -0.229766692 2.233926397 -0.6092415827 -2.273882e+00
## 4838 Outlier 8.597365726 4.276092689 -0.1822398793 -4.603538e-02
## 4839 Valid 6.543199763 3.540842380 -0.1795783350 -1.062369e+00
## 4840 Valid 3.039960256 2.655847945 -0.0937098290 -1.758095e+00
## 4841 Valid 3.952765296 3.139015558 -0.5404229009 -1.562529e+00
## 4842 Valid 5.939736102 3.806076584 -0.1825646212 -6.114317e-01
## 4843 Valid 5.766877465 3.740531385 -0.0461316610 -6.432550e-01
## 4844 Valid 4.921855255 3.564677648 -0.1973513128 -3.150010e-01
## 4845 Valid 4.440717863 3.515663306 -0.2966938936 -1.426315e-01
## 4846 Valid -7.539836392 1.280728011 -1.6841370220 3.408934e-01
## 4847 Valid -7.712150219 1.127499143 -1.3423994289 3.362231e-01
## 4848 Outlier 0.984029525 -13.794878157 -1.7837658542 -8.247728e-01
## 4849 Outlier 1.393267975 -13.191904434 -1.7084072039 -5.200319e-01
## 4850 Outlier 1.960872699 -12.420088491 -1.4862304796 -1.755156e-01
## 4851 Outlier 2.043557687 -12.139766121 -1.6157489188 -2.737432e-01
## 4852 Outlier 2.877847065 -9.333171274 -1.1897333417 -5.921342e-01
## 4853 Outlier 3.648942325 -8.556243660 -1.2757794556 -4.215476e-01
## 4854 Outlier 3.217194687 -8.829694472 -1.4396219625 -7.177367e-01
## 4855 Outlier 2.941767667 -8.377961606 -1.3359792688 -9.120888e-01
## 4856 Outlier -0.436832453 -0.677035546 -0.6557116664 -5.065586e-01
## 4857 Valid -4.833557031 1.748602532 -1.0416005466 -2.163947e-01
## 4858 Valid -6.021522896 1.529866344 -1.4459625896 2.795911e-01
## 4859 Valid -6.907357033 1.443671621 -1.5581689466 4.611069e-01
## 4860 Valid -7.103848647 1.303376373 -1.3556824392 4.951686e-01
## 4861 Valid -7.444952195 1.438642868 -1.6033919973 1.664035e-01
## 4862 Valid -7.041060876 1.231448173 -1.3362246957 -5.436325e-01
## 4863 Valid 3.384000573 3.044392717 -0.0978041157 -2.549844e+00
## 4864 Outlier 7.836627399 4.624969134 0.0687680413 -1.326534e+00
## 4865 Outlier 8.651642598 3.460289787 0.0298169440 2.700719e-01
## 4866 Outlier 8.169067361 3.316221677 0.0148906477 -3.417044e-01
## 4867 Outlier 7.967517485 3.492577185 -0.3526516069 6.644997e-01
## 4868 Valid 5.983418005 2.916663779 -0.0713661960 -6.795759e-01
## 4869 Valid 4.528172777 2.827961061 -0.3211214547 -1.184203e+00
## 4870 Valid 5.260019186 1.706001336 -0.4795128973 3.796546e-01
## 4871 Valid 5.933361617 0.547207774 -0.2524230328 1.990899e+00
## 4872 Valid 6.148884847 1.658203018 -0.1008985637 1.168329e+00
## 4873 Valid 4.419816105 3.219301422 -0.2277829209 6.925068e-01
## 4874 Valid -6.204197863 1.312568174 -1.0790360741 -2.298092e+00
## 4875 Valid -5.196994328 1.467095588 -1.0142208507 -2.798375e+00
## 4876 Valid -4.160110686 1.582372136 -1.0554990997 -2.603299e+00
## 4877 Valid -3.120380416 1.942128695 -1.2237202913 -2.107678e+00
## 4878 Outlier -2.265000522 2.204014872 -1.1524802197 -1.356136e+00
## 4879 Outlier -1.723731967 2.191229733 -0.9771543567 -7.344630e-02
## 4880 Outlier 1.350764198 -13.255855840 -1.8256229571 -7.451772e-02
## 4881 Outlier 1.404517289 -13.194973814 -1.7240685431 2.208758e-01
## 4882 Outlier 3.257991984 -9.334707933 -1.1452476176 2.803100e-01
## 4883 Outlier 3.220262563 -8.793021274 -1.0118641949 -2.488429e-01
## 4884 Outlier 3.004766082 -11.015348575 -1.4301456954 8.781286e-01
## 4885 Valid -4.189212592 1.776466705 -0.8465148611 -4.601264e-01
## 4886 Valid -6.254751874 1.482365936 -1.3408969750 -7.255757e-02
## 4887 Valid -7.728202221 1.498214094 -1.7684216362 4.207542e-01
## 4888 Valid -3.419901939 2.162476815 -1.1318010873 -2.127860e+00
## 4889 Valid -1.947079268 2.451621481 -1.0850933649 -2.402244e+00
## 4890 Valid 4.534207013 3.482721304 -0.3387454954 -1.032204e+00
## 4891 Outlier 5.934738048 3.751576068 0.0760913377 -2.155302e+00
## 4892 Outlier 6.900671160 4.033983186 0.2895013499 -2.029043e+00
## 4893 Outlier 8.391749727 3.711339697 -0.0158571511 1.227278e+00
## 4894 Outlier 7.751287914 2.025778433 0.0146528233 6.686356e-01
## 4895 Outlier 8.207951472 2.509872172 0.1174005501 5.396468e-01
## 4896 Outlier 8.516726386 3.110592792 0.1315916041 6.680935e-02
## 4897 Outlier 7.520642657 2.858481380 -0.3057828741 6.926506e-01
## 4898 Outlier 8.008504839 3.427626077 -0.1799095614 5.453989e-01
## 4899 Outlier 7.494651101 3.195776888 -0.0152631297 -6.815044e-01
## 4900 Outlier 5.147140889 -1.166380930 -0.6641880339 2.456594e+00
## 4901 Valid 6.773374717 2.897517757 0.0130286416 2.986941e-01
## 4902 Valid 4.322008739 2.228041694 -0.2964088170 2.914421e-01
## 4903 Outlier -3.681487073 1.906897581 -0.8812995826 -2.460009e+00
## 4904 Outlier -1.898147976 2.151958417 -0.8193726415 -2.551968e-02
## 4905 Outlier -1.576429057 2.261348298 -0.9129683442 4.764683e-01
## 4906 Outlier -1.245756034 2.157213385 -0.9262734925 -1.684162e-01
## 4907 Outlier -0.608026125 2.371365215 -0.8316325064 -4.129922e-01
## 4908 Outlier -0.057897751 2.304093411 -0.7024482442 -4.591372e-01
## 4909 Outlier -0.359786665 1.632691573 -1.0242901753 5.351944e-02
## 4910 Outlier 1.358845845 -11.113717997 -1.7307825273 -6.899123e-01
## 4911 Outlier 1.371848236 -13.338404497 -1.6032508992 1.931068e-01
## 4912 Outlier 1.690673801 -13.144332400 -1.5097781406 -1.125466e-02
## 4913 Outlier 2.487858601 -11.222073102 -1.4807124209 -4.436456e-01
## 4914 Outlier 2.718157558 -10.699139987 -1.4791581754 -1.585741e-01
## 4915 Outlier 2.893898441 -10.044594396 -1.1976980895 3.741427e-01
## 4916 Outlier 2.367918065 -11.692599291 -1.6770616805 5.586083e-01
## 4917 Outlier 3.563302424 -8.227637555 -1.2602831471 -7.890644e-01
## 4918 Outlier 3.117572228 -2.840442377 -0.9465555956 -1.870167e+00
## 4919 Valid -7.222960308 1.208595031 -1.2595713755 -2.506257e-01
## 4920 Valid -7.527559574 1.333233996 -1.4644108880 -2.291777e-01
## 4921 Valid -6.229218010 1.372424743 -1.0564122422 -1.486300e+00
## 4922 Valid -0.883631665 2.565702639 -0.7135987771 -1.944596e+00
## 4923 Outlier 6.679396847 3.967718996 -0.1132463055 6.111126e-01
## 4924 Outlier 7.656894328 4.025379871 0.0937800570 7.465183e-01
## 4925 Outlier 7.613326646 3.530444665 -0.0185482697 1.613461e+00
## 4926 Outlier 7.270202963 2.948064177 -0.2563455023 1.623745e+00
## 4927 Outlier 8.396858545 2.860389737 0.0548553161 3.475905e-01
## 4928 Outlier 8.141011390 2.531792044 0.0187454639 -8.526681e-02
## 4929 Outlier 7.606188886 2.544461133 -0.1186509641 4.235143e-01
## 4930 Outlier 8.166881275 3.122582493 -0.0528795550 1.922100e-01
## 4931 Outlier 4.773256584 -3.705818401 -0.9959979267 3.316064e+00
## 4932 Outlier 6.495050829 -1.270723075 -0.0871988210 1.355055e+00
## 4933 Outlier 7.008994541 1.668934729 0.0029204099 1.403988e-01
## 4934 Outlier 4.675784100 1.467938575 -0.4088814258 -2.332237e-01
## 4935 Outlier -2.871886172 2.071085040 -1.0036389442 -1.287398e+00
## 4936 Outlier -1.052260533 2.288312098 -0.8859246187 6.039431e-01
## 4937 Outlier 2.568945281 -11.395293687 -1.4239969610 -8.337521e-01
## 4938 Outlier 2.572306005 -9.461328302 -1.3579278784 -2.024431e-01
## 4939 Outlier 3.694146206 -4.818206685 -1.0917834221 -1.894160e+00
## 4940 Outlier 3.619249425 -1.431287277 -0.8111443824 -2.251397e+00
## 4941 Valid 3.478062581 1.323055778 -0.6842979928 -2.221242e+00
## 4942 Valid 3.985412492 3.337204303 -0.1975328259 -9.186731e-01
## 4943 Valid 3.981225120 3.625805155 0.0015495937 -3.770139e-01
## 4944 Valid 1.150581221 2.676406576 -0.2818049392 -1.076226e+00
## 4945 Valid -0.990762478 2.144995964 -0.3447864202 -1.688451e+00
## 4946 Valid -4.401400928 1.685337251 -0.7848586285 -2.010632e+00
## 4947 Valid -1.612463997 2.576379233 -0.9428296338 -1.666659e+00
## 4948 Valid -0.139095744 2.723269126 -0.7844275531 -1.780293e+00
## 4949 Valid 2.030656476 2.925954023 -0.5986019002 -4.910263e-01
## 4950 Valid 1.981771242 3.029357346 -0.5777824019 3.602579e-01
## 4951 Valid 3.448047140 3.115920378 -0.4469081260 1.761130e+00
## 4952 Outlier 6.149065318 1.513767552 -0.4070663354 3.878346e-01
## 4953 Outlier 7.878556584 1.550951131 -0.2245819676 7.627361e-01
## 4954 Outlier 8.162816419 2.178204907 -0.1545435026 4.568159e-01
## 4955 Outlier 8.313049293 2.606607908 -0.1132919389 1.458703e-01
## 4956 Outlier 6.932699886 0.703427680 -0.3071320595 6.072283e-02
## 4957 Outlier 5.424543790 -2.683864306 -0.7478423667 5.112165e-01
## 4958 Outlier 3.911158012 -7.089788482 -1.2608705153 1.068915e+00
## 4959 Outlier 3.698168572 -11.034681620 -1.1840503526 1.841241e+00
## 4960 Outlier -2.047010971 2.363990753 -1.0091984682 -6.028614e-02
## 4961 Outlier -2.528458775 2.148190309 -0.7786742139 1.074828e-01
## 4962 Outlier -1.943257255 2.224244222 -0.8601090345 6.772239e-01
## 4963 Outlier 1.873358080 -12.280349674 -1.7622741781 -1.387628e+00
## 4964 Outlier 2.187586609 -11.964488250 -1.6028825405 -1.413439e+00
## 4965 Outlier 2.761187332 -10.777338157 -1.5048850321 -1.361628e-01
## 4966 Outlier 2.475453799 -10.895273250 -1.5094135164 -4.067481e-02
## 4967 Valid 4.087229797 0.939387969 -0.5903514248 -1.922671e+00
## 4968 Valid -2.993579401 1.818110488 -0.4880079122 -2.758243e+00
## 4969 Valid -2.603462977 2.197544674 -0.9411864117 -3.281405e-01
## 4970 Valid -2.550064508 2.182959783 -1.0300932945 -5.567722e-01
## 4971 Valid -1.594614214 2.477204791 -0.9988065482 -9.121495e-01
## 4972 Valid 2.051044260 2.884105365 -0.4883058431 -2.624256e-01
## 4973 Valid 2.420505134 2.942345379 -0.6630713726 -1.785742e-01
## 4974 Valid 1.956715194 2.728608038 -0.6900116580 1.293933e+00
## 4975 Outlier 4.758271108 1.689208314 -0.5817280851 1.459051e+00
## 4976 Outlier 5.389823533 1.513604689 -0.4506785728 8.343379e-01
## 4977 Outlier 5.730815759 1.493092376 -0.5729809120 1.645920e-01
## 4978 Outlier 7.955068420 2.062403633 -0.3569398646 -6.352131e-01
## 4979 Outlier 7.630987095 1.860712647 -0.3376379009 -4.271822e-01
## 4980 Outlier 7.146512720 0.680178124 -0.2557610004 -4.172282e-01
## 4981 Outlier 2.320420201 -12.686389705 -1.7022586351 -3.242019e-01
## 4982 Outlier 2.343454972 -13.287523011 -1.6582598797 6.132557e-01
## 4983 Outlier 3.467812529 -11.252415181 -1.2437810442 1.032856e+00
## 4984 Outlier -2.136570074 2.408409215 -0.9208623201 5.076115e-02
## 4985 Outlier -2.667285810 2.148391037 -0.8667992851 5.414241e-02
## 4986 Outlier -1.926276857 1.972468095 -0.6459743963 1.098148e-01
## 4987 Outlier -1.622571000 2.158319909 -0.7355393096 3.766456e-01
## 4988 Outlier -1.606660579 2.199756480 -0.7400056135 2.506599e-01
## 4989 Outlier -0.906557383 -2.688330275 -1.7765326470 -5.178187e-01
## 4990 Outlier 3.119389795 -9.906685517 -1.3223421790 -8.797542e-01
## 4991 Outlier 2.682297646 -10.687641935 -1.5113035566 3.622379e-01
## 4992 Outlier 2.581220337 -10.956755137 -1.6326380983 4.732832e-01
## 4993 Outlier 2.712241071 -11.296665344 -1.5343285233 -1.229632e-01
## 4994 Outlier 2.663194991 -11.308308041 -1.6172565665 -2.063159e-01
## 4995 Valid 4.779610497 3.654277018 -0.3230689922 -8.239050e-01
## 4996 Valid 5.502191246 4.339700487 -0.2202622900 -3.511277e-01
## 4997 Valid 5.368237022 4.300474265 -0.2690330961 -3.139366e-01
## 4998 Valid 2.397386454 3.351982963 -0.2053669431 -1.150107e-01
## 4999 Valid 2.061681630 3.338337376 -0.2245419760 -6.907200e-01
## 5000 Valid 1.283581922 3.063644528 -0.2182368142 -1.462737e+00
## 5001 Valid -0.399037052 2.611915436 -0.3474225314 -1.583346e+00
## 5002 Valid -1.789620934 2.512154431 -0.8256022539 -4.667711e-01
## 5003 Valid -1.943427607 2.364777178 -0.8327789165 -5.254015e-01
## 5004 Valid 0.622864876 2.405899468 -0.5901690549 4.317727e-01
## 5005 Outlier 3.422990590 1.190368761 -0.6596981733 9.567947e-01
## 5006 Outlier 5.306337026 1.094605752 -0.5628496553 3.601612e-01
## 5007 Outlier 5.405473292 1.311982408 -0.5913982202 3.621511e-01
## 5008 Outlier 6.999806834 0.915266287 -0.5462119924 8.160028e-01
## 5009 Outlier 8.066697616 2.037753094 -0.2994958712 5.344643e-01
## 5010 Outlier 8.229210595 2.468422924 -0.4016935392 3.734768e-01
## 5011 Outlier 8.165702057 2.452837163 -0.5033065852 -1.385843e-01
## 5012 Outlier 7.394821558 1.696783153 -0.4982202900 -3.637079e-01
## 5013 Outlier 2.451460480 -11.178444146 -1.8501199966 -1.794872e+00
## 5014 Outlier 2.264664703 -13.523976659 -1.7028523491 2.016818e-01
## 5015 Outlier -2.554851817 2.363709158 -1.0717349190 3.514579e-01
## 5016 Outlier -2.581202858 2.259636920 -1.0150706874 3.131445e-01
## 5017 Outlier -1.932871880 1.856672969 -0.6998478923 -7.338655e-02
## 5018 Outlier -2.134938649 1.977663290 -0.8454750150 7.169325e-01
## 5019 Valid -3.648896058 1.617600350 -0.6252169156 7.608852e-01
## 5020 Valid -3.951422146 1.686759113 -0.7553231755 9.279945e-01
## 5021 Valid -4.417641703 1.662875701 -1.0015930043 1.166488e+00
## 5022 Outlier 3.085988106 -7.153417005 -1.1391661963 -2.776464e+00
## 5023 Outlier 3.370065254 -4.865650882 -1.1320718213 -3.778161e+00
## 5024 Valid 4.662731802 3.658118078 -0.0765766524 1.330057e-01
## 5025 Valid 2.874669316 3.303148025 -0.1199663149 -1.111542e-01
## 5026 Valid 2.679232047 3.410606322 -0.1937890140 -1.587129e-01
## 5027 Valid -1.051722016 2.651981320 -0.8805882275 -1.098208e+00
## 5028 Valid 1.061622767 2.893072438 -0.7121101213 -3.657964e-01
## 5029 Valid 0.959189522 2.351948163 -0.6161461891 4.037752e-01
## 5030 Valid 1.273256449 2.075764647 -0.5039465980 -3.584119e-02
## 5031 Outlier 5.334783235 1.132234597 -0.5048931520 -3.799844e-02
## 5032 Outlier 5.594938282 0.755091066 -0.4863644758 2.783580e-01
## 5033 Outlier 7.055831023 0.556312714 -0.3904946314 5.625193e-01
## 5034 Outlier 8.039476213 1.794346746 -0.3418172106 4.176973e-01
## 5035 Outlier 7.305008203 1.211254742 -0.2672168650 -1.360866e-01
## 5036 Outlier 7.236255394 1.040579113 -0.3315216866 1.460152e-01
## 5037 Outlier 2.404086742 -12.685688946 -1.8762050972 -7.481860e-01
## 5038 Outlier 2.246061328 -13.353096679 -1.8130161963 -6.462427e-01
## 5039 Outlier -2.839994672 2.082202582 -1.0518044107 8.955567e-02
## 5040 Valid -5.758795958 1.962432507 -1.7608971553 1.552799e+00
## 5041 Outlier 3.004022989 -4.898979827 -0.6995364723 -7.140229e-01
## 5042 Outlier 2.411677191 -8.028574752 -1.1063697300 -1.425834e+00
## 5043 Outlier 2.240603990 -8.044921563 -1.3819359762 -1.869593e+00
## 5044 Outlier 3.443002186 -3.756611122 -0.9977242174 -3.493261e+00
## 5045 Valid 5.152811737 2.268410098 -0.3329764163 -2.203455e+00
## 5046 Valid 5.762082518 3.909018713 -0.0338322667 -4.984005e-01
## 5047 Valid 5.790906687 4.150522708 -0.0013771764 -3.011904e-01
## 5048 Valid 5.531008032 4.236632693 -0.2823473319 2.781672e-01
## 5049 Valid 5.335216946 4.201099192 -0.3027440047 3.056222e-01
## 5050 Valid 3.172859161 3.507853595 -0.2651857290 -7.097576e-01
## 5051 Valid 2.941606323 3.697071198 -0.3683900080 -5.628254e-01
## 5052 Valid 3.043879770 3.668492772 -0.3538018789 -5.989083e-01
## 5053 Valid 0.086396086 2.884643208 -0.6125619805 -6.531732e-01
## 5054 Valid 0.287899788 2.792117831 -0.7430746224 -4.770030e-01
## 5055 Valid 1.020542904 2.076283489 -0.5867775465 -5.871475e-01
## 5056 Valid 0.755450487 2.168092678 -0.6383701519 -6.111826e-01
## 5057 Valid 1.315638205 2.527336811 -0.5716311930 -7.146557e-01
## 5058 Valid 2.057606528 1.723949543 -0.5844637000 -5.984319e-02
## 5059 Outlier 7.410694138 0.462789672 -0.3342912457 6.068009e-01
## 5060 Outlier 7.655768214 1.833909051 -0.2514338641 7.030220e-01
## 5061 Outlier 2.984828607 -11.480317088 -1.5727521261 -8.828761e-01
## 5062 Outlier 2.819168922 -11.856244476 -1.5455018079 -1.351341e+00
## 5063 Outlier 3.839178588 -9.906791242 -1.1432079738 -1.156648e+00
## 5064 Outlier 4.963890612 -7.393890518 -0.9927800043 5.930753e-01
## 5065 Valid -7.926202731 1.414434608 -1.9091545468 6.047095e-01
## 5066 Valid -4.851638841 1.887288861 -1.2679583203 7.394118e-01
## 5067 Valid -5.087560322 1.856589194 -1.2455167082 5.537986e-01
## 5068 Valid -5.737545456 1.543964207 -1.3112459741 3.806066e-01
## 5069 Outlier 0.743924696 -1.130873300 -1.1530074443 1.251929e+00
## 5070 Outlier 2.152635675 -2.536084230 -0.5604785574 -1.123803e-01
## 5071 Outlier 2.553740944 -4.016148266 -0.9500348225 -3.039400e+00
## 5072 Valid 4.814002935 2.832491253 -0.2645893748 -1.272798e+00
## 5073 Valid 5.895174087 4.080323929 0.1178915388 5.162353e-01
## 5074 Valid 5.760824647 4.102958280 0.0031136185 5.171662e-01
## 5075 Valid 5.698207745 4.212437246 -0.2623575372 6.160427e-02
## 5076 Valid 4.184513258 3.866167415 -0.2168696634 -3.614606e-01
## 5077 Valid 3.852195258 3.918325441 -0.3593299590 -7.611903e-01
## 5078 Valid 0.001015778 2.901924187 -0.7955590362 -4.858101e-01
## 5079 Valid 2.827711904 1.414514251 -0.5650041350 2.039501e-01
## 5080 Valid 1.807464946 2.211206419 -0.6193095712 -3.306489e-01
## 5081 Valid 1.915591369 2.403911507 -0.6941629507 -1.071344e-01
## 5082 Valid 2.112873678 2.057775075 -0.5559777894 -2.536238e-01
## 5083 Valid 2.823574355 1.343556905 -0.5891979745 2.406511e-01
## 5084 Outlier 5.493470234 0.128161722 -0.3922080387 2.627742e-01
## 5085 Outlier 5.885971785 0.163859311 -0.4818097179 4.269612e-01
## 5086 Outlier 6.664574940 0.020072114 -0.3696454801 7.136221e-01
## 5087 Outlier 6.944485588 0.167633733 -0.3227726092 9.488429e-01
## 5088 Outlier 5.992884686 -4.717208732 -0.6671073958 2.496970e+00
## 5089 Outlier 3.889636521 -9.768038355 -1.2102059258 -1.850138e+00
## 5090 Outlier 4.657350595 -8.762392272 -0.9080039736 -7.623492e-01
## 5091 Outlier 4.687370312 -8.506851535 -0.9654408451 6.133776e-02
## 5092 Outlier 4.846912205 -8.125009279 -1.0670460134 6.894366e-01
## 5093 Valid -8.312181047 1.129499282 -1.9169329443 3.098471e-01
## 5094 Valid -5.954717034 1.563329761 -1.6001172487 1.869929e+00
## 5095 Valid -5.327564444 1.878904293 -1.1812413470 1.179621e+00
## 5096 Valid -6.230889547 1.621467137 -1.6019919205 8.566157e-01
## 5097 Valid -6.289084123 1.610559838 -1.5632953105 3.531581e-01
## 5098 Valid -6.552541867 1.671018927 -1.6092996701 -2.060854e-01
## 5099 Valid -6.611936602 1.765482424 -1.7677824942 4.256705e-01
## 5100 Valid 4.638409598 3.908649027 -0.1546133754 -7.660763e-02
## 5101 Valid 4.975294931 4.224350531 -0.2459873450 3.770560e-01
## 5102 Valid 5.753691850 4.317039556 -0.1064236342 3.481420e-01
## 5103 Valid 5.325839193 4.301841971 -0.2221388856 4.860170e-01
## 5104 Valid 5.160444047 4.233385663 -0.2541325919 3.313575e-01
## 5105 Valid 4.961192267 4.176551326 -0.2803619802 8.192562e-02
## 5106 Valid 4.518865306 4.290971442 -0.3939163823 -5.511964e-01
## 5107 Valid -0.085580483 2.105594333 -0.9838658660 4.893713e-01
## 5108 Outlier 2.849764044 0.707929436 -0.6685929906 6.124698e-02
## 5109 Valid 2.384999512 2.153507520 -0.4730181222 -3.225969e-01
## 5110 Valid 2.377100630 1.698592755 -0.5172126977 4.345248e-02
## 5111 Outlier 4.783434403 -0.016063160 -0.6540879279 8.516658e-01
## 5112 Outlier 5.419063545 0.755969521 -0.5683890915 6.392067e-01
## 5113 Outlier 5.479990161 -2.743474589 -0.7951596854 2.163330e+00
## 5114 Outlier 4.708364256 -7.105573639 -0.9929331452 -9.352871e-01
## 5115 Outlier 4.778813211 -7.651411872 -1.0754571085 -1.521090e+00
## 5116 Outlier 5.017896378 -8.118383218 -1.0358660597 -1.437586e+00
## 5117 Outlier 4.884565758 -8.601246577 -0.8782042933 -7.294200e-01
## 5118 Outlier 4.957715743 -8.250756592 -1.0236002348 2.154155e-01
## 5119 Valid -8.535890259 1.074788972 -1.7058594224 -3.361206e-01
## 5120 Valid -8.268696287 1.163703645 -1.7182839588 -1.249441e-01
## 5121 Valid -6.270473184 1.437475666 -1.4521892100 3.003997e-01
## 5122 Valid -6.917859002 1.524066625 -1.7281502021 3.216585e-01
## 5123 Valid -7.018473109 1.558054157 -1.7775272918 6.160556e-01
## 5124 Valid -6.932415217 1.591054334 -1.8200043287 4.900897e-01
## 5125 Valid -6.824010475 1.574873011 -1.5725302871 -3.746937e-01
## 5126 Valid -5.672194542 1.590318854 -1.2541699712 1.088946e-02
## 5127 Valid -3.216477984 1.625258337 -0.8023221150 1.516550e-01
## 5128 Outlier -0.428031610 1.558748674 -0.5316875668 -3.053281e-01
## 5129 Outlier 2.035726161 1.791658724 -0.2257702405 -1.343731e+00
## 5130 Valid 3.296819953 2.209557676 -0.1120208896 -1.812518e+00
## 5131 Valid 4.472018271 3.436576397 -0.2012678408 -1.531072e+00
## 5132 Valid 4.954307533 3.823383920 0.0405535185 -2.404434e-01
## 5133 Valid 4.818701964 4.126233197 -0.1491184941 4.613905e-01
## 5134 Valid 5.023367090 4.309937857 -0.1750338575 3.241476e-02
## 5135 Valid 4.951057741 4.459715607 -0.3991920596 -2.227350e-01
## 5136 Valid 3.918233040 3.880725971 -0.4242131214 5.378207e-01
## 5137 Valid -0.230153003 2.208083557 -0.9813755309 -3.515989e-01
## 5138 Outlier 2.483845044 0.471248688 -0.8119523306 6.213199e-01
## 5139 Outlier 2.649417181 0.545831249 -0.7362745255 3.606007e-01
## 5140 Outlier 2.787576626 1.249165100 -0.5199495873 -3.462194e-02
## 5141 Outlier 3.285237131 2.177719054 -0.6904614072 -5.556967e-01
## 5142 Outlier 4.484704358 0.799251660 -0.8950103410 7.273279e-01
## 5143 Outlier 4.489903447 1.816672893 -0.4084264309 -5.279987e-02
## 5144 Outlier 3.437587022 -0.144822065 -0.7503282391 1.085730e+00
## 5145 Outlier 3.436123915 -2.306325408 -1.0751029783 1.528156e+00
## 5146 Outlier 4.508726423 -6.297190415 -1.4335849849 8.282839e-01
## 5147 Outlier 4.765045375 -8.622657941 -1.3135122135 -7.576710e-02
## 5148 Outlier 4.875162856 -7.954692024 -1.1700078850 7.214805e-01
## 5149 Outlier 5.509737856 -7.103889467 -1.1260379066 -2.364606e-01
## 5150 Outlier 5.384637546 -8.150677652 -0.8846068165 -3.972593e-01
## 5151 Outlier 5.259019068 -8.301197213 -0.8778284261 -6.904756e-01
## 5152 Valid -7.905447788 1.278644405 -1.5281882470 -6.380421e-01
## 5153 Valid -8.131810924 1.172802165 -1.5703403437 -3.887624e-01
## 5154 Valid -7.831900516 1.354776409 -1.8727125714 3.306255e-03
## 5155 Valid -7.185591707 1.579280801 -1.4738940167 2.722999e-01
## 5156 Valid -7.108756273 1.812029822 -1.7065605774 1.778134e-01
## 5157 Valid -1.348204026 2.434321900 -0.5851074644 -2.705256e+00
## 5158 Valid 4.794974074 3.426724068 0.0448899160 -9.870601e-01
## 5159 Valid 5.460088339 3.929079786 -0.0117201551 -2.223815e-01
## 5160 Valid 5.460343760 4.066495808 -0.0699830729 1.070935e-01
## 5161 Valid 4.917247155 3.847262169 0.0438766429 2.111111e-01
## 5162 Valid 4.431790985 3.864539833 -0.0890016498 8.309976e-01
## 5163 Valid 4.563776016 4.031154517 0.0361750394 7.260199e-01
## 5164 Valid 4.182430393 3.787325813 0.0768726116 5.945086e-01
## 5165 Valid 3.955409046 3.765281381 0.1161981404 6.808427e-01
## 5166 Valid 4.548141990 4.129040131 -0.4072853967 7.322759e-01
## 5167 Valid 4.834479822 4.328010614 -0.3229657938 2.189695e-01
## 5168 Valid 2.330488122 3.204653825 -0.5185458525 -3.145039e-01
## 5169 Valid -0.575708421 1.867272541 -0.9005485355 8.983732e-01
## 5170 Outlier 2.960352856 1.496733507 -0.4072161512 5.238539e-01
## 5171 Outlier 3.362080403 1.921075411 -0.4355511149 4.342822e-01
## 5172 Valid 2.086948874 1.693083868 -0.4357745812 -3.321826e-02
## 5173 Outlier 1.912371833 1.188415784 -0.6944758958 6.736713e-01
## 5174 Outlier 3.215185598 1.591341202 -1.0789359905 6.715199e-01
## 5175 Outlier 4.588992224 2.715951976 -0.7755249551 -3.588926e-01
## 5176 Outlier 3.376407498 2.392361420 -0.6929152227 -1.106360e+00
## 5177 Outlier 3.689733349 -6.216686075 -1.7010308373 2.819803e-01
## 5178 Outlier 4.728426886 -9.247293146 -1.4530086878 -1.512118e-01
## 5179 Outlier 4.855331505 -8.228977796 -1.4834982744 1.180971e+00
## 5180 Outlier 5.526349260 -7.321930668 -0.9739247348 2.691359e-01
## 5181 Outlier 5.517293649 -8.264944137 -0.8259990065 -6.662275e-02
## 5182 Outlier 5.443188935 -8.152002476 -0.8377777436 -2.486847e-01
## 5183 Valid -8.050238157 1.274284123 -2.0059840125 -2.795565e-01
## 5184 Valid -6.640215330 1.399123335 -1.4003292489 7.616320e-02
## 5185 Valid -7.073375371 1.778980978 -1.6881106112 -3.303202e-01
## 5186 Valid -2.275122101 2.470520989 -1.0646148871 -3.137311e+00
## 5187 Valid 3.284793705 3.828364622 -0.2484098398 -2.800477e+00
## 5188 Valid 4.675100099 3.799993384 0.1217387611 -1.279563e+00
## 5189 Valid 5.399910221 3.731006034 0.0179851517 5.058217e-01
## 5190 Valid 4.363541829 3.548016626 0.1210684977 2.184755e-01
## 5191 Valid 3.981683278 3.436864772 0.0899859188 3.619191e-01
## 5192 Valid 4.098088552 3.891811019 0.0234068632 6.703033e-01
## 5193 Valid 4.049746121 3.543233333 0.2957504099 1.052654e-01
## 5194 Valid 3.579862160 3.715145884 -0.3773896030 1.137358e+00
## 5195 Valid 1.983679846 2.948408706 -0.2209178610 2.600825e-02
## 5196 Valid -1.337172702 2.369670579 -0.8044915149 4.251977e-01
## 5197 Outlier 1.249564584 0.914666738 -0.7993549090 3.194576e-01
## 5198 Outlier 1.733834290 0.746221042 -0.7422886390 3.823935e-01
## 5199 Outlier 2.142871530 0.883386791 -0.5616180454 3.088604e-01
## 5200 Outlier 3.323463467 1.890939894 -0.2761973016 1.249502e+00
## 5201 Outlier 0.828754073 1.726951917 -0.5301732977 5.781817e-01
## 5202 Outlier 1.374690306 1.831669898 -0.5672935255 2.217603e-01
## 5203 Outlier 1.487267560 -1.141603166 -1.1145000804 -6.015183e-01
## 5204 Outlier 3.732619693 -7.150800726 -1.7938143779 4.201687e-01
## 5205 Outlier 4.667514696 -8.323703775 -1.5992870483 1.267784e-01
## 5206 Outlier 4.406658145 -10.174966931 -1.6058170391 2.230856e-02
## 5207 Outlier 5.392874174 -8.754861388 -1.1621787189 7.337584e-01
## 5208 Valid -7.864530477 1.526567499 -1.5652983864 1.432615e-01
## 5209 Valid -8.709005519 1.424858236 -1.7779801153 2.423538e-01
## 5210 Valid -7.674391511 1.230489441 -1.7617860478 -8.129146e-02
## 5211 Valid -6.773372748 1.365737813 -1.4715457736 -3.685066e-01
## 5212 Valid -6.409435665 1.372469065 -1.3132347567 -4.243386e-01
## 5213 Valid -5.808725539 1.509009750 -1.2611209588 -7.737352e-01
## 5214 Valid -5.779254942 1.673957920 -1.1497126243 -9.730885e-01
## 5215 Valid -3.646677718 2.278203452 -0.8955394344 -1.337361e+00
## 5216 Valid 5.375916022 4.415311021 -0.1688043438 -3.504650e-01
## 5217 Valid 5.429934653 3.663476853 0.1824567155 3.257190e-01
## 5218 Valid 5.297557919 3.687904810 0.1852587033 2.875876e-01
## 5219 Valid 4.306624068 3.435693325 0.1393100965 2.504938e-01
## 5220 Valid 4.182934988 3.416221401 0.0863381220 1.297362e-01
## 5221 Valid 3.781590944 3.404807282 -0.0338745999 -2.669155e-01
## 5222 Valid 3.751144231 3.628222284 -0.2524082160 -4.695854e-02
## 5223 Valid 3.537562221 3.828102767 -0.1337344655 -1.600602e-01
## 5224 Valid 3.470149546 3.549407705 -0.1890632262 -9.626052e-01
## 5225 Valid 2.333359252 3.377771403 -0.5425261857 1.779213e-01
## 5226 Valid 0.758031898 2.748059576 -0.4782176881 1.033990e+00
## 5227 Valid -0.010130256 1.718838719 -0.8287501473 8.574804e-02
## 5228 Outlier 0.787479322 1.012186386 -0.5790537561 2.029885e+00
## 5229 Outlier 1.160803619 1.314419678 -0.2430875890 2.485686e+00
## 5230 Outlier 3.341128721 3.393816908 -0.5485915125 7.535061e-01
## 5231 Outlier 2.457017773 2.472254190 -0.3736765553 -7.938242e-01
## 5232 Outlier 4.799720332 -8.683861564 -1.4723325942 -1.453566e-01
## 5233 Outlier 4.250910514 -9.236315992 -1.4469262040 2.351187e-01
## 5234 Outlier 4.482323200 -8.912556767 -1.4796994337 1.959947e-01
## 5235 Outlier 4.781993660 -8.522169908 -1.3438885034 1.268285e-01
## 5236 Outlier 4.544928241 -5.739330265 -0.7792763586 -4.758834e-01
## 5237 Valid -7.298132195 1.350806519 -1.5796765147 4.066463e-01
## 5238 Valid -8.193461017 1.441591133 -1.7600249851 4.959067e-01
## 5239 Valid -8.719985704 1.207743936 -1.9874639555 2.067742e-02
## 5240 Valid -5.772033680 1.505890710 -1.2844004437 -8.690298e-01
## 5241 Outlier -4.892797125 1.602512130 -0.7350968047 -7.565918e-01
## 5242 Outlier -4.993115278 1.654067535 -0.5310421421 -4.226443e-01
## 5243 Outlier -2.703555113 2.310408636 -0.8224377649 -2.778136e-01
## 5244 Valid 4.920028244 3.592357950 0.2683377039 4.935430e-01
## 5245 Valid 4.817769758 3.620849687 0.2538340759 4.541128e-01
## 5246 Valid 3.863273175 3.428330354 0.0798054674 -1.054863e-01
## 5247 Valid 3.753137908 3.852114380 -0.2260303076 -1.496856e-01
## 5248 Valid 3.846706198 3.953453454 -0.1069193457 -4.154597e-01
## 5249 Valid 4.182185466 3.861952517 0.0978155940 -4.464742e-01
## 5250 Valid 4.500094709 3.758965945 0.0136335783 -8.376630e-01
## 5251 Valid 4.294984088 3.814235770 -0.1813297238 -8.652714e-01
## 5252 Valid 4.171095569 3.835990148 -0.2248916366 -5.797145e-01
## 5253 Valid 3.405911767 3.473615313 -0.1659522803 -1.006140e-01
## 5254 Valid 1.772949896 2.967872632 -0.1792769377 1.033404e-01
## 5255 Valid 1.091555920 2.651947348 -0.2878264571 5.645439e-02
## 5256 Valid -0.624769454 2.327118462 -0.4544308540 6.971517e-02
## 5257 Valid -1.245527426 2.306892087 -0.9500773264 3.496738e-02
## 5258 Outlier -0.078424437 1.247313140 -0.0080212193 2.483092e+00
## 5259 Outlier 1.587900374 2.711937842 -0.4985926993 1.730754e+00
## 5260 Outlier 4.855118134 -8.293284737 -1.3128456284 -2.528393e-01
## 5261 Outlier 4.224331744 -10.724560559 -1.4751859962 -2.172882e-01
## 5262 Outlier 4.204368668 -10.219471251 -1.3877645912 -6.360693e-02
## 5263 Outlier 4.023768054 -7.655710909 -1.3999705488 -9.201328e-01
## 5264 Valid -8.478838305 1.131938426 -1.7411598944 1.982290e-01
## 5265 Valid -8.995250459 1.169289657 -1.9243000083 1.013045e-01
## 5266 Valid -7.312980119 1.138106161 -1.5731229256 -1.142470e-01
## 5267 Valid -5.971850947 1.473870876 -1.2528120386 -5.631480e-01
## 5268 Valid -4.517698749 1.577863965 -0.9358674284 -9.589174e-01
## 5269 Valid -0.474751306 2.928919386 -0.6915297612 -1.556072e-02
## 5270 Valid 4.423380380 4.118889941 -0.3873078231 -1.020645e-01
## 5271 Valid 4.659312418 3.826824160 0.1342725365 2.810922e-01
## 5272 Valid 3.837331586 3.700437270 -0.0368240365 8.559711e-02
## 5273 Valid 4.029068623 3.599674822 0.0381264182 5.755798e-03
## 5274 Valid 4.751600181 3.791933976 -0.2093775310 -3.356075e-01
## 5275 Valid 4.300366195 3.612904182 -0.2529125932 -4.079493e-01
## 5276 Valid 3.460098002 3.501942324 -0.2537810313 1.718340e-01
## 5277 Valid 2.945467163 3.422603457 -0.2980090409 3.696885e-01
## 5278 Valid 2.550653215 3.369595512 -0.2814075906 1.457340e-01
## 5279 Valid 1.914506845 3.227220657 -0.4404921274 -1.423007e-01
## 5280 Valid -0.503926649 2.280673059 -0.2364120579 -7.481021e-01
## 5281 Valid -1.634369862 1.710177425 -0.6428564652 1.229796e+00
## 5282 Outlier 2.934201189 2.780389914 -0.0468670785 2.792062e-01
## 5283 Outlier 4.599434593 -7.970394404 -1.2088586935 2.470693e-02
## 5284 Outlier 4.380128288 -10.289131967 -1.2539765789 -5.117056e-01
## 5285 Outlier 4.215671655 -9.262473951 -1.3613858569 4.191055e-01
## 5286 Outlier 3.305842281 -3.231799338 -0.7384225397 -7.048581e-01
## 5287 Valid -6.554914733 1.416188087 -1.4364323540 -1.017740e+00
## 5288 Outlier -4.066908507 1.835666724 -0.9080708294 -2.735748e-01
## 5289 Outlier -5.110226953 1.342582644 -0.7611509342 7.170417e-01
## 5290 Outlier -5.448388429 1.154729504 -0.6499433629 6.338261e-01
## 5291 Valid 3.740653461 3.894919021 -0.0254689326 2.847339e-01
## 5292 Valid 3.719046164 3.696217375 0.1295997683 5.427430e-02
## 5293 Valid 3.943036949 3.662154902 0.0861062239 -8.760868e-02
## 5294 Valid 4.527286518 3.794641352 0.2064059250 1.906919e-02
## 5295 Valid 4.622383986 4.095065377 0.0689591086 5.489321e-01
## 5296 Valid 4.678221208 4.009017061 0.0089878632 6.157024e-01
## 5297 Valid 5.028269984 3.859917892 0.0173770087 -2.416607e-01
## 5298 Valid 1.547338046 2.746503046 -0.2413025451 -2.059516e-01
## 5299 Outlier 2.464532142 2.492615207 0.0329785972 3.794791e-01
## 5300 Outlier 1.755805391 2.348933260 -0.2334065216 -9.363197e-01
## 5301 Outlier 1.303826150 -1.124959880 -0.8844587778 -6.460569e-01
## 5302 Outlier 4.711992270 -9.291493142 -1.2089792037 -7.908549e-01
## 5303 Outlier 4.496849608 -10.160574443 -1.3776818173 -5.454036e-01
## 5304 Outlier 2.324396347 2.816850213 0.0517230211 -5.625646e-01
## 5305 Valid -8.244228060 0.971570234 -1.3196944415 3.986544e-01
## 5306 Valid -8.119255738 1.149253116 -1.5763421329 -1.116396e+00
## 5307 Valid -7.162504559 1.355989511 -1.5272989671 -9.475235e-01
## 5308 Valid -6.272405732 1.583822858 -1.3610525861 -3.120394e-01
## 5309 Outlier -5.574227605 1.631480970 -1.0912035020 -9.173737e-02
## 5310 Outlier -4.946368832 1.413884844 -0.7067074480 2.756075e-01
## 5311 Outlier -5.845803278 1.243903070 -0.7957550695 1.809017e-01
## 5312 Valid 0.822831332 3.149395274 -0.4391740963 -1.062803e+00
## 5313 Valid 4.149656583 3.767379716 -0.0362536283 -9.496048e-02
## 5314 Valid 4.040722817 3.845506579 0.2077857692 6.191004e-01
## 5315 Valid 5.144916201 3.769434850 0.1098897673 1.829727e-01
## 5316 Valid 5.070050439 3.809251943 0.0442256949 2.261875e-01
## 5317 Valid 4.808561414 3.776256493 -0.0573606746 1.341410e-01
## 5318 Valid 2.933181847 3.217903310 0.0108170260 -6.713300e-01
## 5319 Outlier 2.384425225 -4.816207199 -1.6761876979 5.354013e-02
## 5320 Outlier 4.943541490 -7.698867018 -1.2926542254 -6.807563e-01
## 5321 Outlier 5.063610306 -7.736209422 -1.2426396205 -1.005910e+00
## 5322 Outlier 4.362931733 -8.700835806 -1.6606236950 -1.394308e+00
## 5323 Valid -7.088649299 1.156324174 -1.3668236863 1.166233e+00
## 5324 Outlier -4.689176249 1.515776748 -0.8302118715 4.236540e-01
## 5325 Valid 4.117025904 3.787974325 0.1220354160 5.575597e-01
## 5326 Valid 3.706255247 3.631003645 0.0770400580 4.992880e-02
## 5327 Valid 4.136224422 3.423627963 0.0473818569 1.453990e-01
## 5328 Valid 4.374412857 3.336918758 0.3856570000 5.350274e-01
## 5329 Valid 3.999503602 3.369492627 0.3171810434 3.754877e-01
## 5330 Valid 5.121045269 3.737609905 0.2268516648 -1.799922e-02
## 5331 Valid 4.687955033 3.602944630 0.0896462243 9.147214e-02
## 5332 Valid 3.007772387 3.019473720 0.3833571462 -1.911234e-01
## 5333 Outlier 1.569637135 2.339257291 -0.1663497461 5.688403e-01
## 5334 Outlier 0.859389201 2.022453676 -0.3409834477 -5.870587e-03
## 5335 Outlier 0.498201840 0.618866923 -0.8801910438 -4.690183e-01
## 5336 Outlier 1.120010613 -2.023252805 -1.5658830932 -3.922596e-01
## 5337 Outlier 4.592348325 -5.217793087 -1.3394892388 -1.369630e+00
## 5338 Valid -2.966878704 2.419756955 -0.9685771102 -5.041678e+00
## 5339 Valid -7.516652475 1.005743651 -0.9549052970 7.368513e-01
## 5340 Outlier -5.242707991 1.509498654 -0.7951192187 -9.349171e-01
## 5341 Valid 3.078423464 3.671357479 -0.0062099556 5.401194e-01
## 5342 Valid 4.265516451 3.588001136 0.3965705949 -2.506737e-01
## 5343 Valid 3.726631150 3.562637692 0.2034800392 2.043923e-01
## 5344 Valid 4.926985962 3.621139728 -0.2077782629 -1.995084e-01
## 5345 Valid 4.769480838 3.593442681 -0.1051758177 -2.560167e-01
## 5346 Valid 4.532635380 3.557772058 0.1934661148 -2.376836e-01
## 5347 Valid 3.657994442 2.952485425 0.4480658985 3.572113e-01
## 5348 Valid 3.483220034 2.888659622 0.3999178160 3.836452e-01
## 5349 Valid 3.052287318 2.238079623 0.8642829550 -2.160125e-01
## 5350 Valid -3.506617625 -0.641614047 1.5954740652 1.492200e+00
## 5351 Outlier 1.569272494 2.002104240 0.0852012975 -2.655166e-01
## 5352 Outlier 0.706219516 2.236304657 -0.2999158486 7.940948e-02
## 5353 Outlier 0.249727748 1.668766023 -0.5955972449 -7.651007e-02
## 5354 Outlier 2.351416553 -0.689452121 -0.6180742346 4.624409e-01
## 5355 Valid -0.978115345 1.903826389 -0.0306704912 -2.171362e+00
## 5356 Valid -6.848365199 0.882682231 -0.5153167376 9.130111e-02
## 5357 Outlier -4.764744343 1.325893958 -0.7770462340 -5.622893e-01
## 5358 Outlier -4.547106619 1.545493694 -0.7968220068 -9.808313e-01
## 5359 Outlier -4.024259938 1.972560256 -0.9233528788 -1.321282e+00
## 5360 Outlier -2.966159359 2.392526416 -0.9410613496 -1.243398e+00
## 5361 Outlier -1.601446053 2.555051152 -0.8047519141 -9.850161e-01
## 5362 Valid 2.067173768 3.127618999 -0.1442729240 5.584305e-01
## 5363 Valid 3.905651439 4.011657003 -0.0880855134 -2.990521e-01
## 5364 Valid 4.062400222 3.917264850 -0.0259962810 -2.269144e-01
## 5365 Valid 4.332715391 3.497426682 0.5977265052 1.666035e-01
## 5366 Valid 3.732042614 3.330769711 0.1080544715 3.623388e-01
## 5367 Valid 3.444628758 2.950655250 0.3872093125 3.327688e-01
## 5368 Valid 3.355584970 3.194930394 0.3343938402 2.899601e-01
## 5369 Valid 3.592099115 3.672196189 0.0014306171 -6.094816e-02
## 5370 Valid 4.109591749 4.096966873 0.0611648543 1.571787e-01
## 5371 Valid 4.796901564 4.092476303 -0.1070419926 5.295397e-01
## 5372 Valid 4.509303749 3.425178294 0.2721666069 3.251202e-01
## 5373 Valid 4.152418935 3.213858302 0.2810945418 4.275065e-01
## 5374 Valid 3.458374749 2.801607572 0.3885423949 1.697935e-01
## 5375 Valid 3.178658367 2.347693665 0.6108533817 1.513788e-01
## 5376 Valid -6.065823801 -1.688861405 1.4828759437 9.476870e-01
## 5377 Outlier 1.178688338 2.048539274 0.0517688654 2.568587e-01
## 5378 Outlier 1.068474683 1.927507488 -0.6173210019 -1.391282e+00
## 5379 Outlier 1.905154918 0.162783685 -0.3078395184 9.149200e-01
## 5380 Valid -6.885570440 0.608907238 -0.6243658313 -1.270706e+00
## 5381 Outlier -5.297153366 1.255540757 -0.4825380481 -7.995620e-01
## 5382 Outlier -2.678299439 2.282275758 -1.0145657158 -9.964798e-01
## 5383 Outlier -0.040488053 2.772978796 -0.4200565357 3.537316e-01
## 5384 Valid 0.988384724 3.041636879 -0.3155796628 9.755230e-01
## 5385 Valid 3.334466936 3.653835088 -0.0959222136 -2.534064e-01
## 5386 Valid 3.760089278 3.926997565 -0.0918929805 -2.725866e-01
## 5387 Valid 4.159307718 3.977096371 -0.1862311217 6.715319e-02
## 5388 Valid 4.082883651 3.922104381 -0.2955551330 1.330643e-01
## 5389 Valid 4.101930954 3.734302987 0.2171229237 2.061803e-01
## 5390 Valid 3.102674997 3.267571968 0.2450664774 6.922750e-01
## 5391 Valid 2.976078604 3.164256079 0.1170646651 7.198908e-01
## 5392 Valid 3.029459786 3.332553564 0.0975985337 8.444988e-02
## 5393 Valid 3.382406025 3.607134408 0.1183977931 8.958603e-02
## 5394 Valid 4.466110581 3.849873038 -0.2663926076 4.287326e-01
## 5395 Valid 3.575907160 3.179557453 0.2578921211 6.229253e-01
## 5396 Valid 2.594158763 2.100843081 0.5839322641 1.080058e+00
## 5397 Valid -6.441824404 -1.872992292 1.6718862042 3.716614e-01
## 5398 Outlier 0.240290887 1.129395742 0.2950609218 1.312792e-01
## 5399 Outlier 1.215290244 2.267566176 -0.1619576949 2.959912e-01
## 5400 Outlier 1.140758044 2.548867544 -0.3810501191 -4.060581e-01
## 5401 Valid 2.510148382 3.028643926 -0.3658042412 -2.010943e+00
## 5402 Outlier -1.537027148 2.001690513 0.0039707624 4.366325e-01
## 5403 Outlier -1.202779251 2.007407867 -0.0548541131 -1.537316e-01
## 5404 Valid 3.869414696 3.614918572 -0.0765910963 1.028368e+00
## 5405 Outlier -3.529909661 1.892117576 -0.9168889443 -3.407525e-01
## 5406 Outlier -0.370617584 2.553687752 -0.3799028135 5.215492e-01
## 5407 Valid 1.541020712 3.064024964 -0.3438590822 1.256321e+00
## 5408 Valid 3.677642461 3.732790514 0.0481663443 5.155689e-01
## 5409 Valid 3.800749368 4.050343768 -0.3998492235 1.658717e-03
## 5410 Valid 2.831881332 3.050275017 0.3678453365 1.006349e-01
## 5411 Valid 2.755211921 3.030837522 0.2844599806 2.441747e-02
## 5412 Valid 2.973095597 3.160724431 0.2579597511 -1.616678e-01
## 5413 Valid 3.048745373 3.121479528 0.1896305545 -2.028790e-01
## 5414 Valid 3.808349024 3.004558606 -0.2273952218 9.586351e-01
## 5415 Valid 3.431261025 3.026708872 0.2151488405 4.604558e-01
## 5416 Valid -1.873925730 -0.278594469 1.0783508341 -1.470381e-01
## 5417 Valid -4.011312417 -0.897171572 1.0665931839 -2.517530e-01
## 5418 Valid -6.260358618 -1.787965732 1.5695975574 -3.871134e-01
## 5419 Valid -6.341529557 -1.996154341 1.7815817026 -5.939500e-01
## 5420 Outlier 0.878911310 2.089506847 -0.3620268613 -1.602139e-01
## 5421 Valid 3.579317770 3.468806498 -0.3272979920 -2.837732e+00
## 5422 Valid 4.662200746 3.601360918 -0.1268879840 -1.372885e+00
## 5423 Valid 3.560988147 3.090245731 -0.1233705764 -2.124419e+00
## 5424 Outlier 0.636445412 2.679888764 -0.2123477528 3.047610e-01
## 5425 Valid 3.294617816 3.300214330 0.1429427488 9.713225e-01
## 5426 Valid 3.625113378 3.328984896 0.2090267550 7.936182e-02
## 5427 Valid 0.009230476 2.103747813 0.1859082474 -3.241663e+00
## 5428 Outlier -3.482863833 2.121607613 -1.1188492938 7.093529e-02
## 5429 Outlier -1.534334934 2.106601700 -0.3761380255 4.805044e-01
## 5430 Outlier -2.087122359 2.188909622 -0.5153703684 1.171200e+00
## 5431 Valid 3.311450809 3.758432107 -0.4009850955 6.335088e-01
## 5432 Valid 3.458891152 3.906049935 -0.4074144671 4.735940e-01
## 5433 Valid 3.763357722 3.291515823 -0.0981279847 5.057826e-01
## 5434 Valid 2.708249808 3.088609878 0.0889224291 -3.638917e-01
## 5435 Outlier 3.655950449 -0.029351208 -0.5522547455 1.231996e+00
## 5436 Outlier 3.546413651 -0.281765288 -0.4728596709 1.191006e+00
## 5437 Outlier 3.554711648 0.219496744 -0.2795591361 1.081806e+00
## 5438 Valid 3.608848752 3.352190157 -0.0169070156 6.612033e-02
## 5439 Valid -4.324511871 -0.967575522 1.0804327975 -1.374309e-01
## 5440 Valid -6.029715056 -1.776653670 1.4846617020 3.765310e-02
## 5441 Valid -4.759936164 -2.827286871 2.7761191689 6.247203e-01
## 5442 Valid -4.114746905 -2.208435963 2.4657212296 1.476480e+00
## 5443 Valid -2.153988038 -0.781306299 1.7458586602 6.240946e-01
## 5444 Valid 4.796601472 3.562970515 -0.2664625990 -9.883330e-01
## 5445 Valid 4.050084101 3.350738754 -0.2173839133 -2.090713e+00
## 5446 Outlier -0.097509001 2.291966574 -0.2745970801 1.674994e-01
## 5447 Valid 4.120401087 3.437992402 0.1628511745 8.757062e-02
## 5448 Outlier -1.155543695 2.178783496 -0.6073202227 4.016660e-01
## 5449 Outlier -2.192262495 1.979504222 -0.6133673108 3.587253e-01
## 5450 Outlier -3.219350619 1.849051408 -0.6231260612 4.245885e-01
## 5451 Outlier -2.782690270 2.037360926 -0.7722795948 2.670882e-01
## 5452 Valid 1.339066727 2.480831840 -0.1608081999 1.608954e+00
## 5453 Valid 0.996323492 2.652924062 -0.4036764379 2.054564e+00
## 5454 Valid 3.303852323 2.881194677 0.0555797241 -1.112486e-01
## 5455 Outlier 3.439294468 0.574154254 -0.2616366088 6.614474e-01
## 5456 Outlier 3.322422203 -0.298958415 -0.3874317916 7.656239e-01
## 5457 Outlier 3.740800671 0.321507866 -0.0734637434 -2.815791e-01
## 5458 Valid -1.858883909 -0.517029949 1.3365614524 9.514412e-01
## 5459 Valid -5.639187174 -1.560437105 1.2916694311 4.762699e-01
## 5460 Valid -2.765097206 -1.507781581 2.2734594425 8.792771e-01
## 5461 Valid 3.151202558 3.042496146 -0.6041651294 4.520877e-01
## 5462 Valid 5.142480455 3.499564312 -0.2934308506 -2.777695e-01
## 5463 Outlier 1.721691854 2.348948603 0.0935038312 -1.334608e+00
## 5464 Outlier 0.069053216 2.222224013 -0.2061014628 -3.701267e-01
## 5465 Outlier 0.578265000 2.916118270 -0.1209455892 3.896049e-01
## 5466 Valid 3.804594994 3.574510139 -0.1167071156 -1.338683e-02
## 5467 Valid 3.821358377 3.286125548 0.2792255867 -5.550183e-01
## 5468 Valid 2.466790004 2.790218492 0.4154193269 -1.515022e+00
## 5469 Outlier -2.242373611 1.798026521 -0.3495694987 -1.169142e+00
## 5470 Outlier -3.226281647 1.739892813 -0.8309527346 -3.249151e-01
## 5471 Outlier -3.264212709 2.014200390 -0.9011275967 -7.452076e-02
## 5472 Outlier -1.752611010 2.228724609 -0.7405622484 -6.649386e-02
## 5473 Outlier -1.223502446 2.106484227 -0.5376101637 4.850640e-02
## 5474 Outlier -2.563329073 2.181207595 -0.7843754373 -3.713760e-01
## 5475 Valid -0.420516580 2.274373903 -0.5921940317 8.420965e-01
## 5476 Outlier 4.284821642 -1.215438977 -0.3753275837 -1.019560e+00
## 5477 Valid -2.724252471 -0.939200094 1.6734012312 8.530045e-01
## 5478 Valid -5.747225837 -1.913977867 1.7963364074 -2.823694e-01
## 5479 Valid -5.550912604 -2.269350948 1.9423779498 -2.146738e-01
## 5480 Valid -4.941485395 -2.695207026 3.1960592223 1.382312e-01
## 5481 Valid -4.883023031 -3.112960198 3.1729863075 -4.505604e-01
## 5482 Valid -1.621189718 -0.934967404 2.0064583276 1.006899e+00
## 5483 Valid 4.811413186 3.531708543 -0.4836007665 9.146561e-02
## 5484 Valid 5.419834861 3.679397547 -0.4169431623 3.885218e-02
## 5485 Valid 2.866632702 3.202282986 0.0249816902 -1.357164e+00
## 5486 Valid 2.866304007 3.433906835 -0.1598906872 4.029250e-01
## 5487 Valid 3.643017958 3.161535446 0.4270473415 -4.887472e-01
## 5488 Valid 1.755195117 2.594299873 0.3480153762 -1.273171e+00
## 5489 Valid -0.490074920 2.130598921 -0.1550351954 -1.620338e+00
## 5490 Outlier -2.178242554 1.849232628 -0.6484870599 -1.087041e+00
## 5491 Outlier -1.937806946 2.201636350 -0.8542418875 2.262066e-01
## 5492 Outlier -1.882146858 2.260720760 -0.4271775691 -9.999270e-01
## 5493 Valid -0.613790642 2.301443350 -0.5581512425 -7.046933e-02
## 5494 Valid -0.458396135 2.093012433 -0.1749051242 1.142091e+00
## 5495 Valid 1.186614336 2.798478633 -0.2792334432 1.074141e+00
## 5496 Valid 2.751739560 2.863506445 -0.4342908577 5.847198e-01
## 5497 Outlier 4.441908822 1.290139685 -0.4544124926 -2.080301e-01
## 5498 Outlier 4.304922266 -0.978581038 -0.5824113826 -9.994982e-01
## 5499 Outlier 4.120916072 -1.860850645 -0.5854897703 -1.035811e+00
## 5500 Outlier 5.287383537 0.195904062 -0.0436543632 -4.924009e-01
## 5501 Valid -5.128103359 -3.099436795 3.5175567512 2.824120e-01
## 5502 Valid -5.001909339 -2.953052125 3.5099516993 3.053795e-02
## 5503 Valid -4.939521191 -2.791666286 3.3089214074 -2.487281e-01
## 5504 Valid -2.975335248 -1.625427499 2.3311281127 1.486768e+00
## 5505 Valid 4.873216839 3.777004847 -0.4613264659 -2.471599e-02
## 5506 Valid 4.991763124 3.828271047 -0.5190739766 2.555201e-01
## 5507 Outlier 0.188969347 3.043039104 -0.3089773001 -2.949476e-01
## 5508 Outlier 1.292577506 3.192613294 -0.3820037592 5.607333e-01
## 5509 Valid 2.438833741 3.370659857 -0.2968116955 7.857069e-01
## 5510 Outlier -1.912564174 2.286589328 -0.8234476649 -1.074376e+00
## 5511 Outlier -1.973599902 2.301336561 -0.9333303389 3.385048e-02
## 5512 Outlier 1.292009047 2.270340687 -0.3955499361 -2.014792e+00
## 5513 Valid 0.966501495 2.121578132 -0.3078076142 -5.525542e-02
## 5514 Valid -0.968777219 2.179593830 -0.3281785731 -1.318074e+00
## 5515 Valid -1.915981753 1.764492205 -0.3084972899 -8.704341e-01
## 5516 Valid -2.370247439 1.614120917 -0.1381092174 2.251072e-01
## 5517 Outlier 5.550833880 -0.226383718 -0.1974642791 -2.070161e-01
## 5518 Outlier 5.744630705 0.152199578 -0.1108271434 6.733950e-02
## 5519 Outlier 5.757320074 0.489822266 -0.0004223000 7.622168e-02
## 5520 Valid -4.892385298 -1.880427371 2.2181897090 1.161005e-01
## 5521 Valid -5.080070348 -2.290778889 2.6391920620 -2.608380e-01
## 5522 Valid -5.189961125 -3.000145698 3.2157232153 4.389550e-02
## 5523 Valid -4.886218529 -2.602146437 3.2089372183 4.788666e-01
## 5524 Valid -4.895791182 -2.598266676 3.0980100162 3.381302e-01
## 5525 Valid -2.711920581 -1.104604382 2.0536940236 1.259061e+00
## 5526 Valid 3.787738423 3.367933466 -0.1960715374 2.577193e-01
## 5527 Valid 4.934830188 3.963060519 -0.3876929034 6.523342e-02
## 5528 Valid 3.500664273 3.154028547 -0.0371876981 -7.311533e-01
## 5529 Outlier 0.484513973 3.044013063 -0.3167972233 -3.518799e-01
## 5530 Outlier 0.402309784 2.891769468 -0.3534528082 -4.026049e-01
## 5531 Valid 2.185707881 3.050451090 -0.0954312276 9.671912e-01
## 5532 Valid 3.030696410 3.224531449 0.0475239546 4.873539e-01
## 5533 Outlier -1.668996181 2.333267592 -0.9182423938 -9.117286e-01
## 5534 Outlier 0.984482968 1.858874891 -0.5347824123 -1.001843e+00
## 5535 Outlier 2.454899357 1.901230652 -0.3165453056 -1.828910e+00
## 5536 Outlier 3.595170883 1.842948513 -0.3853465921 -1.949846e+00
## 5537 Valid 1.684790760 2.255368709 -0.2749070859 -1.169666e+00
## 5538 Valid 0.722061712 3.194973170 -0.5258431815 -5.194707e-01
## 5539 Valid 1.128727864 2.875484978 -0.3098594938 -8.951050e-01
## 5540 Valid 0.546557520 2.544824833 -0.0713234794 -1.445633e+00
## 5541 Valid -0.598845266 1.996498955 0.0531824950 -1.274101e+00
## 5542 Valid -2.631922350 1.528606823 -0.1955997668 4.059529e-01
## 5543 Valid 2.746291671 2.938818471 -0.7117905838 8.383844e-01
## 5544 Outlier 8.062510925 2.363643449 0.0834214330 -2.125118e+00
## 5545 Outlier 5.432985985 0.090193016 -0.3051667682 -3.870002e-01
## 5546 Outlier 5.630298222 -0.213755872 -0.1431455655 2.261298e-01
## 5547 Valid -1.887734187 -0.703574832 2.1537440301 -2.334842e-02
## 5548 Valid -4.660269790 -2.221122734 2.5926810191 -5.063107e-01
## 5549 Valid -5.146398711 -2.967982752 3.0124707469 -1.119619e-01
## 5550 Valid -5.250989925 -2.583475691 3.0381789856 4.013771e-01
## 5551 Valid 4.937420684 4.023879734 -0.2885740856 -3.926391e-01
## 5552 Valid 3.860424014 3.752062802 -0.1812510295 2.085282e-01
## 5553 Outlier 0.589993594 2.914758498 -0.2522126097 3.125373e-01
## 5554 Outlier 0.638420232 2.871713000 -0.3116993623 1.731295e-01
## 5555 Valid 3.090126972 3.217976564 0.2665728208 2.630297e-01
## 5556 Valid 2.637833104 3.073131742 0.2491625364 1.676597e-01
## 5557 Valid 2.157201849 3.119603981 -0.0108796227 -6.508536e-01
## 5558 Outlier -2.321971104 2.192774839 -0.9569305356 4.550127e-01
## 5559 Valid 1.111172112 3.129890183 -0.5370918676 1.070456e+00
## 5560 Valid 0.958158030 2.775932279 -0.1868493689 3.720946e-01
## 5561 Valid -1.014681071 1.736766836 -0.0100461596 -4.081119e-01
## 5562 Outlier 6.028348630 4.340071677 -0.2397644183 2.429375e-01
## 5563 Outlier 8.847726169 4.258435016 0.2347904791 -4.123429e-01
## 5564 Outlier 5.723100406 -0.297324392 -0.1296160538 -9.157818e-02
## 5565 Outlier 5.833539539 -0.446689145 -0.0610190041 -9.043026e-02
## 5566 Valid -4.449131605 -2.018657247 2.3592353968 7.762396e-02
## 5567 Valid -5.530025704 -2.840483800 2.6591139367 3.606334e-01
## 5568 Valid -5.564202299 -2.567927976 2.4484079675 1.411147e-01
## 5569 Valid -5.135737681 -2.236593746 2.3073397937 8.956019e-01
## 5570 Valid 4.483341501 3.293651861 -0.3711625593 -3.501794e-02
## 5571 Valid 5.765027445 3.948122616 -0.1933469441 -2.252881e-01
## 5572 Valid 4.878599825 3.599432891 -0.1754211459 -3.225604e-01
## 5573 Valid 4.440484669 3.496512537 0.0023045420 -5.827452e-01
## 5574 Outlier 0.541769536 2.658895851 -0.1498803341 1.964883e-01
## 5575 Outlier 0.667070558 2.883902589 -0.2103762376 -2.743562e-01
## 5576 Outlier 0.431437232 2.865065632 -0.3214164127 -3.068742e-01
## 5577 Outlier 0.583830148 2.792727333 -0.2375814087 1.877102e-01
## 5578 Valid 2.451449964 2.901808996 0.3857272939 9.712182e-01
## 5579 Valid 2.933673906 2.798463144 0.6670639193 4.581770e-01
## 5580 Outlier -1.854374915 1.849048105 -0.3107548560 -1.560926e-01
## 5581 Outlier -2.618159475 1.683189992 -0.7291020811 3.920631e-01
## 5582 Outlier 2.074740744 0.812193170 -1.1559737044 5.623079e-01
## 5583 Outlier 5.503858623 1.376306458 -0.5340888356 4.867845e-02
## 5584 Valid 3.783133210 2.264300853 -0.4242502051 -2.682528e-01
## 5585 Valid 0.086732068 2.587063059 -0.5447735470 1.143778e+00
## 5586 Valid -0.010042915 2.392265208 -0.4729422178 1.820510e+00
## 5587 Outlier 6.352964813 0.589999182 0.1794458917 2.872891e-01
## 5588 Outlier 6.390114470 -0.449625670 0.0777416623 -8.724440e-01
## 5589 Outlier 6.330426469 -0.462334390 0.1523601341 -9.031331e-01
## 5590 Outlier 5.845393125 0.771668706 0.3957664622 -4.895714e-01
## 5591 Valid 1.173250355 0.383119991 1.7580600636 8.477393e-01
## 5592 Valid -3.122487684 -1.428964010 2.3816618631 1.217628e+00
## 5593 Valid -4.449545938 -2.178451381 2.5244025101 3.035498e-01
## 5594 Valid -4.844145686 -3.007732055 3.0060499333 -2.001546e-02
## 5595 Valid -4.876332336 -3.057029703 3.1441503279 1.007306e-02
## 5596 Valid -5.857175770 -2.777447346 2.6898806950 7.274387e-02
## 5597 Valid -5.621113024 -2.537173747 2.5528399572 -1.312715e-02
## 5598 Valid -5.300554370 -2.459458666 2.4888451125 -3.476132e-01
## 5599 Valid 4.245377996 3.051182159 -0.4388460554 4.780888e-01
## 5600 Valid 5.508544578 3.702277886 0.0048683403 7.028313e-02
## 5601 Outlier 0.719215320 2.698976302 -0.1760344090 -1.615277e-01
## 5602 Outlier 0.888248861 2.861926975 -0.1824704402 -2.610689e-01
## 5603 Outlier 1.406266027 2.877044702 0.3611147522 8.427638e-01
## 5604 Valid 2.862166206 2.740258442 0.5515989542 -3.090090e-01
## 5605 Valid 2.604593338 2.884175495 0.4175481152 -4.051641e-01
## 5606 Outlier -1.210093817 1.812882231 0.1004787529 -6.324005e-01
## 5607 Outlier -1.057085231 1.023246281 -0.9629547260 3.663086e-02
## 5608 Outlier 6.005430181 0.469523321 -0.7593391624 3.398120e-02
## 5609 Outlier 5.669200974 1.370494635 -0.5416142543 -2.074047e-01
## 5610 Valid -0.954563717 2.089038767 -0.4094809517 5.941244e-01
## 5611 Valid -1.320147081 1.997780781 -0.4973275959 9.445878e-01
## 5612 Valid -1.991921063 1.735395090 -0.6985663469 1.292136e+00
## 5613 Valid -2.588679310 1.239473459 -0.5355651511 8.837549e-01
## 5614 Valid -3.163074947 1.097782815 -0.5997579378 5.796205e-01
## 5615 Valid -3.455301076 1.134246420 -0.6594645474 4.287655e-01
## 5616 Valid -2.220684025 1.926311909 -0.5864987150 1.163941e-02
## 5617 Outlier 6.972960892 0.175415412 0.2720497519 -6.584323e-01
## 5618 Outlier 6.838343736 0.162857146 0.3184183289 -3.856682e-01
## 5619 Outlier 6.714866950 0.590402322 0.3563272703 -2.445259e-01
## 5620 Valid -2.601995193 -1.251565794 2.3205402521 1.137660e+00
## 5621 Valid -4.104628788 -1.963806729 2.6210226466 4.745519e-01
## 5622 Valid -4.600430044 -2.106012639 2.4764753843 3.897155e-02
## 5623 Valid -5.446385255 -2.426452883 2.5468582546 -3.026894e-02
## 5624 Valid -3.647642915 -1.534248662 2.0161665275 6.198295e-01
## 5625 Valid 4.326785436 3.443887848 -0.6079409157 7.781827e-01
## 5626 Valid 5.698358741 3.636263006 0.0194472820 -4.678817e-01
## 5627 Outlier 0.630129724 2.697196248 -0.1991647334 2.608778e-01
## 5628 Outlier 0.304416690 2.963247680 -0.4311185377 2.585673e-03
## 5629 Outlier 0.479115092 2.982594159 -0.0222784006 3.862384e-01
## 5630 Valid 2.710309686 2.729723774 0.6304977604 3.429342e-01
## 5631 Valid 2.751545449 3.025053382 0.4166632675 -7.704750e-02
## 5632 Outlier 0.956880233 0.660727431 -0.9456001182 4.118223e-01
## 5633 Outlier 4.237026472 2.036510048 -0.4430748276 1.129290e-01
## 5634 Valid 1.968761800 2.279498687 -0.4100429621 2.398475e-01
## 5635 Valid -3.587805266 1.015112445 -0.5851221138 3.253433e-01
## 5636 Valid -2.039691318 2.065492012 -0.5858827757 -1.440201e-01
## 5637 Outlier 7.158841659 0.790000874 0.2014511795 1.912551e-02
## 5638 Outlier 7.364480401 0.872107922 0.1397674636 -3.576136e-01
## 5639 Outlier 5.657372489 1.333449057 0.8576247703 -7.442881e-01
## 5640 Valid -4.672516233 -2.343041289 2.7220756272 3.278567e-01
## 5641 Valid -4.820035078 -2.377978727 2.9309481031 2.236564e-01
## 5642 Valid -4.930773610 -2.457757281 3.0821498544 2.229692e-01
## 5643 Valid -4.667007978 -2.778146611 3.2302518601 6.700949e-02
## 5644 Valid -4.434588712 -3.010463125 3.2026588269 -2.337791e-01
## 5645 Valid -4.599478627 -3.036691029 2.9278596879 -3.476702e-01
## 5646 Valid -5.519244607 -2.337358827 2.7017439879 2.417889e-02
## 5647 Valid 6.351843417 3.974662403 0.0007456692 -1.310324e-01
## 5648 Outlier 0.706969361 2.700649954 -0.2979343525 2.839347e-01
## 5649 Outlier 0.559417113 2.874375236 -0.3508452672 3.770175e-01
## 5650 Valid 2.293112796 2.869131183 0.2191443553 -5.413516e-02
## 5651 Outlier 1.584869389 1.114627430 -1.0158868122 1.008632e+00
## 5652 Outlier 3.467889841 1.052655674 -0.8411025057 7.583122e-01
## 5653 Outlier 4.039373865 1.896557517 -0.3673017978 4.373794e-01
## 5654 Valid 1.945316470 2.155081966 -0.5475726624 3.554871e-02
## 5655 Valid -1.871210848 1.962952116 -0.5176084631 -5.350658e-01
## 5656 Valid -2.723181788 1.701674445 -0.6292032607 -2.368976e-01
## 5657 Valid -3.435103044 1.223693225 -0.5474883285 2.791820e-02
## 5658 Valid -4.039758685 0.813063966 -0.2439992147 3.493307e-01
## 5659 Outlier 6.477250416 3.947347399 0.2309324368 -1.008275e-01
## 5660 Outlier 6.929765629 1.234083846 0.0299046814 -5.745518e-01
## 5661 Outlier 7.210569797 1.403595488 0.1305853863 -2.847441e-01
## 5662 Outlier 7.409991236 0.992620877 0.0329097140 4.865530e-02
## 5663 Outlier 6.012986540 0.853852970 0.6880233199 4.339263e-01
## 5664 Valid 1.129133399 0.805220167 1.4612795713 1.287558e+00
## 5665 Valid -1.082218622 -0.305501845 1.8825605959 1.242787e+00
## 5666 Valid -3.333262339 -1.323699455 2.1056364254 7.873921e-01
## 5667 Valid -4.572977085 -2.673151723 2.5596903437 1.098933e-01
## 5668 Valid -5.354303836 -2.413685193 2.6098460496 9.746158e-02
## 5669 Valid -3.970113818 -1.733002612 1.8356649062 9.489998e-01
## 5670 Valid 6.410289350 3.961085919 -0.1099481991 1.081903e-01
## 5671 Outlier 0.348823318 2.581009508 -0.4523565417 2.779107e-01
## 5672 Outlier -0.185522853 2.943863390 -0.5685796255 -1.936418e-03
## 5673 Outlier 0.260251590 2.896434280 -0.2584150453 3.372231e-01
## 5674 Outlier 1.117816826 2.791194702 -0.0306003887 7.370961e-01
## 5675 Valid 2.754608221 2.820706975 0.4000612343 7.635872e-02
## 5676 Outlier 3.371897852 1.549653123 -0.6748210623 1.442313e+00
## 5677 Valid 1.043555095 2.109084795 -0.6477762201 -1.003148e+00
## 5678 Valid -4.315536515 0.835148639 -0.2298268620 2.324131e-01
## 5679 Valid -2.294790966 1.799391774 -0.3519618877 8.796818e-01
## 5680 Valid 1.489972696 2.973973695 -0.2058371334 1.486673e+00
## 5681 Outlier 5.518139287 3.685818795 0.1191528716 1.393489e+00
## 5682 Outlier 7.915804222 3.448841695 0.3689004221 4.541432e-01
## 5683 Outlier 7.908131568 2.587736873 0.2591967720 -4.430963e-01
## 5684 Outlier 7.232068778 1.949019268 0.0916501899 -2.485823e-01
## 5685 Outlier 7.399959846 2.001120110 0.3579074879 -2.095607e-01
## 5686 Outlier 7.689045693 1.773653851 0.0522827227 -7.577325e-02
## 5687 Outlier 7.231411798 0.966626026 0.0180205377 5.601942e-01
## 5688 Outlier 5.497944423 0.176678965 0.4384158244 1.169831e+00
## 5689 Valid -3.393227944 -1.237938419 2.1419612799 -4.679781e-01
## 5690 Valid -5.012138175 -2.580387655 2.3365440480 1.160612e-01
## 5691 Valid -5.201967558 -2.629403129 2.7065902192 -1.006963e-01
## 5692 Valid 5.034305694 3.621782368 -0.2400533535 8.831664e-01
## 5693 Valid 6.133114543 4.076767820 -0.2808296529 2.016027e-01
## 5694 Valid 6.252907298 4.042225551 -0.1213206406 -1.823613e-02
## 5695 Outlier -0.104205041 2.599423026 -0.6228251553 4.085818e-01
## 5696 Outlier -0.163611698 3.010996574 -0.4864958651 1.011519e-01
## 5697 Valid 2.258542780 2.816340059 0.1411105304 6.439650e-01
## 5698 Outlier 4.116719247 1.802020331 -0.5927599103 -1.402251e-01
## 5699 Outlier 3.562734201 1.978837642 -0.6220261870 -8.630144e-01
## 5700 Valid 0.977104051 2.296240717 -0.5719558014 -6.157947e-01
## 5701 Valid -0.019833557 2.238794862 -0.5662260376 -7.552571e-01
## 5702 Valid -4.250022179 0.780956878 -0.1954467712 -1.932127e-01
## 5703 Valid -4.063374969 0.907827426 -0.4508557113 -1.610342e-02
## 5704 Valid 0.055409194 2.326850252 -0.4044573650 1.843553e+00
## 5705 Outlier 7.968900797 3.254539109 0.1412429322 -1.713476e-01
## 5706 Outlier 6.731205111 1.152714175 -0.0379890638 1.569404e+00
## 5707 Outlier 1.397042757 0.100814662 0.6599418039 2.681950e+00
## 5708 Valid -4.435827271 -1.677576708 2.0496233952 -3.822470e-01
## 5709 Valid -4.561173623 -2.367542958 2.6337356614 -2.909202e-01
## 5710 Valid -4.334394440 -2.506547790 2.8992275422 -2.630215e-01
## 5711 Valid -4.835343658 -2.747572241 2.6085080686 -1.727337e-01
## 5712 Valid -4.253297110 -2.313995332 2.4588509110 -5.219806e-02
## 5713 Valid -2.652846414 -1.603264565 1.9730583471 1.550424e+00
## 5714 Valid -0.502098232 -0.488982457 1.5686894526 1.830259e+00
## 5715 Valid 5.975202317 3.814215865 -0.2255575184 3.104848e-01
## 5716 Valid 6.242395967 3.942063576 -0.3648185633 8.664341e-02
## 5717 Outlier -0.289510266 2.678992262 -0.5874908773 3.347317e-01
## 5718 Outlier -0.192381796 3.281650373 -0.8511610273 -1.205753e-01
## 5719 Outlier -0.032397024 3.157676198 -0.7730458222 -9.071779e-02
## 5720 Outlier 1.368236029 2.816464909 -0.2008611498 8.821748e-01
## 5721 Valid 2.696240858 2.995740878 0.4367833373 1.485170e-01
## 5722 Outlier 0.431511645 1.878435082 -0.7950825694 -2.774836e-02
## 5723 Outlier 2.719146418 1.895195712 -0.5570040549 2.705523e-01
## 5724 Outlier 4.574650336 1.817245502 -0.5270529431 -5.898605e-02
## 5725 Valid 0.561957556 2.426491382 -0.6309752373 -1.358691e+00
## 5726 Valid -0.011237522 2.347878886 -0.6391426284 -1.819643e+00
## 5727 Valid -4.146152003 0.811616781 -0.3212457161 -3.213018e-01
## 5728 Valid -4.500952682 0.657892260 -0.4569403274 4.217882e-01
## 5729 Valid -2.018842739 1.369115576 -0.4660559386 1.373497e+00
## 5730 Outlier 7.122023686 3.483128446 -0.0374801190 1.029554e+00
## 5731 Outlier 6.504405074 1.965547564 0.2598255242 1.065772e+00
## 5732 Outlier 6.566340604 1.958433804 0.0627153113 1.176342e+00
## 5733 Outlier -0.607075495 -0.171990178 -0.5936062585 4.839435e+00
## 5734 Valid -2.010243480 -0.232286748 1.2079147643 2.885188e+00
## 5735 Valid -2.154426260 -0.635327335 1.8136452491 -5.027220e-01
## 5736 Valid -3.157388732 -2.113225857 2.5033225097 -5.092016e-02
## 5737 Valid -3.559342196 -2.112200467 2.4501156153 -1.979897e-01
## 5738 Valid -3.972913317 -2.488994487 2.5818753407 -5.754770e-01
## 5739 Valid -4.527913464 -2.816498393 2.7761198126 -5.005348e-01
## 5740 Valid 5.434041915 3.680009781 -0.0954932315 7.673168e-01
## 5741 Valid 5.419766428 3.775739170 -0.2731140396 4.037054e-01
## 5742 Outlier 0.112669320 3.190072713 -0.7704082886 -4.658213e-01
## 5743 Outlier 0.077123425 3.357243098 -0.9234536202 -4.172882e-01
## 5744 Outlier 0.155147723 3.296708390 -0.8809366654 -3.774731e-01
## 5745 Valid 2.264740744 2.865662976 0.1000185724 2.784972e-01
## 5746 Valid 2.477712177 2.909323845 0.1939933227 3.319103e-01
## 5747 Valid 2.584236047 2.896026447 0.0927850808 2.018709e-01
## 5748 Valid 2.607058924 2.035324552 -0.4768209002 -6.586436e-01
## 5749 Valid 2.145098370 1.924860002 -0.3726533259 3.500512e-01
## 5750 Valid -4.762909995 0.472822170 -0.2974518842 5.948229e-01
## 5751 Outlier 1.918230423 2.766456248 -0.4809330041 3.155001e+00
## 5752 Outlier 6.085564583 3.165881704 -0.0395141402 1.454540e+00
## 5753 Outlier 6.060948383 2.450607392 0.1711288151 9.866596e-01
## 5754 Outlier 5.349163788 1.445736957 0.1237149172 1.547543e+00
## 5755 Outlier 4.314442386 0.405463186 -0.4023948827 2.761821e+00
## 5756 Valid -2.569778673 -0.122342158 -1.1427940456 3.901926e+00
## 5757 Valid -4.393110606 -0.043023600 -0.6677838605 1.929979e+00
## 5758 Valid -3.976712184 -0.753773785 1.4961245376 6.770287e-01
## 5759 Valid -3.583559872 -1.894759417 2.4279389408 -5.720166e-01
## 5760 Valid -3.166194581 -2.266139216 2.5562137014 1.834724e-01
## 5761 Valid -3.318387927 -2.191661206 2.4399525870 5.189485e-02
## 5762 Valid -3.665559202 -2.468180019 2.7024222097 6.060170e-02
## 5763 Valid -4.333117395 -2.811490704 2.8337728204 1.888187e-01
## 5764 Valid -4.487548445 -2.871385950 2.7497054783 2.812282e-01
## 5765 Outlier -0.655465999 2.634049794 -0.5173914380 9.960476e-02
## 5766 Outlier -1.044691687 2.874046755 -0.6407279121 -3.083996e-02
## 5767 Outlier -0.236812340 2.831571363 -0.5718311884 -1.410271e-01
## 5768 Outlier 0.306526945 2.800205652 -0.5235575117 -3.044568e-01
## 5769 Outlier 0.542712467 2.967777724 -0.5704036567 -2.374263e-01
## 5770 Outlier 0.413290290 3.316266190 -0.7578951665 -1.185727e-01
## 5771 Outlier 0.160513792 2.988891484 -0.6576758461 -6.119884e-02
## 5772 Valid 1.882527355 2.907223804 -0.0836208727 2.523744e-01
## 5773 Valid 2.459719354 2.979004005 0.0798758742 1.908519e-01
## 5774 Valid 2.851234162 3.036915447 0.0624241425 -2.269939e-01
## 5775 Valid 2.869370600 2.958290817 -0.0553190903 -7.279944e-01
## 5776 Outlier 1.963184183 2.230461360 -0.4541004737 -7.307300e-01
## 5777 Valid 3.155958059 2.331911095 -0.4805940960 -2.949240e-01
## 5778 Outlier 5.233779915 2.237200756 -0.3344106481 -1.555365e-01
## 5779 Outlier 5.609109030 2.025415142 -0.2517937414 4.669410e-01
## 5780 Valid -5.097060662 0.314492671 -0.2123601803 -1.932250e-01
## 5781 Valid 1.293744609 2.642809783 -0.5563178691 3.221774e+00
## 5782 Outlier 3.925267524 3.017046633 -0.2198497888 1.789890e+00
## 5783 Outlier 4.793947916 2.356652189 0.1322908185 6.143648e-01
## 5784 Outlier 3.797492673 1.077940911 0.1520370518 8.599774e-01
## 5785 Valid -0.319824155 -0.674063330 1.9109135612 2.281159e-02
## 5786 Valid -3.169475957 -2.174429275 2.6439530717 1.486473e-01
## 5787 Valid -3.213010935 -2.082745312 2.4608485543 -4.633962e-02
## 5788 Valid -4.373172205 -2.664824587 2.8280608691 2.725656e-01
## 5789 Valid -4.024387185 -1.296524933 1.8971739919 1.274876e+00
## 5790 Valid -2.379570447 -0.502796702 1.6085638882 1.769015e+00
## 5791 Valid 4.509338420 3.510493005 -0.0563217698 5.145832e-01
## 5792 Outlier -0.864565233 2.683216113 -0.5779853988 -2.554902e-02
## 5793 Outlier -0.125907155 2.931687780 -0.5431490672 -8.136383e-02
## 5794 Outlier 0.519476827 2.919809157 -0.3019658316 -9.696276e-02
## 5795 Outlier 0.302785867 3.244809360 -0.5457530065 -4.109849e-01
## 5796 Outlier 1.645149971 2.889057615 -0.1279369169 1.694587e-01
## 5797 Valid 2.352761317 2.896545658 0.0624213692 3.180865e-02
## 5798 Valid 2.565031650 2.946279282 0.0694609412 -3.323093e-01
## 5799 Outlier 5.275884711 2.659179359 -0.5502743705 5.084269e-02
## 5800 Outlier 2.249752714 1.677362014 -0.4045243540 8.435282e-01
## 5801 Valid -1.089259170 2.233061112 -0.6684508258 8.984283e-01
## 5802 Valid -0.379501638 2.473568136 -0.5634841158 7.082714e-01
## 5803 Valid -3.935543676 0.823315553 -0.2583923462 1.006138e+00
## 5804 Valid -4.835469697 0.511985198 -0.4710978355 5.860511e-01
## 5805 Valid -5.294821579 0.310717577 -0.5102283723 3.028210e-01
## 5806 Valid -5.594146833 0.280541746 -0.7222955926 1.357783e-01
## 5807 Valid -5.696292671 0.393497783 -0.8554931893 3.355981e-01
## 5808 Outlier -0.612543239 -0.310768083 0.1091862382 2.184878e+00
## 5809 Valid -6.300182781 -0.450136231 -0.2410756204 -1.336969e-01
## 5810 Valid -3.836755967 -1.274022289 1.5909185867 3.092975e-01
## 5811 Valid -1.747263035 -1.052113889 2.0748903934 1.184995e+00
## 5812 Valid -1.919838328 -1.463785572 2.3062122677 5.027906e-01
## 5813 Valid -3.276959325 -2.012239544 2.1577907980 1.219996e-01
## 5814 Valid -4.075689618 -2.495447244 2.5767366822 1.912394e-01
## 5815 Valid -4.485184437 -2.736282047 2.6027643647 -1.091664e-01
## 5816 Valid -4.128619432 -2.575199189 2.6808857528 1.526915e-01
## 5817 Valid -5.041247845 -2.330180138 2.3451507619 -4.266711e-01
## 5818 Valid -2.317811418 -0.317842296 1.2749748818 1.679550e+00
## 5819 Valid 4.372225159 3.710676765 -0.2721763127 4.137519e-01
## 5820 Outlier -0.503937534 2.671554672 -0.4939686151 -3.092624e-01
## 5821 Outlier -0.218241404 2.722466001 -0.2795306120 -2.905699e-01
## 5822 Outlier 0.111407103 2.865424840 -0.2763262471 -1.926919e-01
## 5823 Outlier 1.262107198 3.424166704 -0.2409983868 -1.015506e+00
## 5824 Outlier 2.187851939 1.906290957 -0.5342983163 -8.235755e-01
## 5825 Valid -6.172923222 0.254690407 -0.7698917738 1.972108e-01
## 5826 Valid -1.349689287 1.345571394 -0.0338245706 3.984970e+00
## 5827 Valid -3.566739561 -0.686511814 0.5294871485 -1.225151e+00
## 5828 Valid -3.822021245 -0.698319190 0.6085723864 -2.368801e+00
## 5829 Valid -4.490553380 -0.698929264 0.6773502161 -2.971825e+00
## 5830 Valid -3.992806895 -0.499672405 0.6799022106 -1.404297e-02
## 5831 Valid -1.950138524 -1.593943044 2.5846192340 9.107995e-01
## 5832 Valid -2.960474615 -1.758313249 2.1218682212 -1.106070e-01
## 5833 Valid -4.144975926 -2.637153864 2.7016624536 -9.946497e-02
## 5834 Valid -4.349969555 -2.656926053 2.6027212642 1.468343e-01
## 5835 Valid -4.231235889 -2.427609023 2.6419894455 1.613156e-01
## 5836 Valid -4.602397163 -2.220121782 2.3853960380 -9.569514e-02
## 5837 Valid -4.953250279 -2.281342400 2.3889486946 -1.017863e-01
## 5838 Valid -5.054599469 -2.100952203 2.3214578802 -1.939018e-01
## 5839 Valid -5.301883334 -1.703448320 1.9190531527 -1.277858e-01
## 5840 Outlier -0.135430145 2.683957059 -0.5108669881 -5.355273e-01
## 5841 Outlier -0.084729637 2.645476392 -0.5856556684 -5.757876e-01
## 5842 Outlier 1.603943458 3.149212603 -0.1550567699 -1.099048e+00
## 5843 Outlier 2.167175404 3.224672182 -0.1099039609 -1.327581e+00
## 5844 Outlier 2.041469929 3.285745828 -0.2070198278 -1.150571e+00
## 5845 Valid 2.245867452 2.990395530 0.2300970505 -1.898414e-01
## 5846 Valid 3.530555049 3.396522946 -0.3840258507 7.405492e-01
## 5847 Valid 3.404438332 3.170767672 -0.4418838669 8.973827e-01
## 5848 Valid -2.753242367 1.803458589 -0.7936368569 1.003752e+00
## 5849 Valid -7.189138066 0.290657966 -1.3230441101 8.053128e-01
## 5850 Valid -6.394431978 -0.048079266 -0.5138107541 -2.850059e-01
## 5851 Valid -6.310429309 -0.049201816 -0.3647389977 1.216020e-01
## 5852 Valid -2.569833067 -1.196493757 1.2394890983 -9.992721e-01
## 5853 Valid -1.545227886 -1.048043775 1.5105204359 -1.137088e+00
## 5854 Valid -3.297752188 -1.729339395 2.2609168170 -2.664134e-01
## 5855 Valid -3.267954363 -1.555382439 2.2123467820 -5.973053e-01
## 5856 Valid -2.267029276 -1.866898144 2.4355449937 -8.308258e-01
## 5857 Valid -1.941248108 -1.919076951 2.5600598080 -3.759661e-01
## 5858 Valid -2.135675213 -1.155077243 1.8818071825 -1.189095e+00
## 5859 Valid -2.775614018 -1.382864551 2.0426792543 -1.147077e+00
## 5860 Valid -4.070586085 -1.944357077 2.6802141088 -2.446238e-01
## 5861 Valid -4.912082316 -1.770855348 2.0362179776 -1.500293e-01
## 5862 Valid -3.220795821 -1.042165787 1.8215050855 1.200855e+00
## 5863 Valid -0.931627210 -0.107102053 1.6000903247 1.437465e+00
## 5864 Outlier 1.073866830 3.045953426 -0.4414781610 -1.270374e+00
## 5865 Outlier 2.608008057 3.283373605 0.0449103920 -1.726270e+00
## 5866 Valid 3.089840447 3.322136074 -0.0043713216 -1.606687e+00
## 5867 Valid 3.390189094 3.439581004 -0.0034463924 -1.256363e+00
## 5868 Valid 2.892576101 3.076042569 0.3851114475 -9.838457e-01
## 5869 Valid 1.949428677 2.798764575 0.2160212305 9.375028e-01
## 5870 Valid 1.865418685 2.776071738 0.0327803838 1.419466e+00
## 5871 Valid 1.613818259 2.998385109 -0.3325405736 1.809670e+00
## 5872 Outlier 3.210633635 2.541673218 -0.7021508362 1.270882e+00
## 5873 Valid -0.284780483 1.436632074 -0.7907593733 5.157733e-01
## 5874 Valid -6.701414667 0.512164394 -1.4585174598 -4.835041e-02
## 5875 Valid -5.534670666 0.208921461 -0.3619442107 1.509047e-01
## 5876 Valid -2.800015430 -1.120066515 1.5553399990 -7.859038e-01
## 5877 Valid -1.452862678 -1.554127177 1.9235149733 -6.300668e-01
## 5878 Valid -1.515566504 -2.033824240 2.5811678910 -4.316048e-01
## 5879 Valid -2.311454575 -1.905927804 2.8896477663 8.302756e-01
## 5880 Valid -1.838890694 -1.622442397 2.8112827322 1.111153e+00
## 5881 Valid -1.377486707 -1.287105020 2.5654368415 9.899538e-01
## 5882 Valid -0.842978510 -0.207164530 1.7323791593 -1.228674e+00
## 5883 Valid -0.842658147 -0.314987254 1.5422684886 -2.156047e+00
## 5884 Valid -3.284076861 -1.896050894 2.2618119354 -1.029134e+00
## 5885 Valid -3.738712515 -2.173590804 2.4290542606 -6.569361e-01
## 5886 Valid -3.701198676 -2.139196333 2.7194417887 -2.439437e-01
## 5887 Valid -4.747300323 -2.198024597 2.6168484715 3.095293e-02
## 5888 Outlier 2.559801679 3.394996552 -0.1053015528 -1.866592e+00
## 5889 Valid 2.896516850 3.452054937 -0.2068953303 -1.861823e+00
## 5890 Valid 3.113565667 3.215064577 -0.1664674304 2.156769e-01
## 5891 Valid 1.813338546 2.559236586 0.3109700190 2.394843e-01
## 5892 Valid 1.113290356 2.475445711 -0.6098338351 1.064661e+00
## 5893 Outlier 1.824825836 2.322950497 -0.6080768235 1.051551e+00
## 5894 Valid -0.858649557 1.313757322 -0.7713918767 2.853970e-01
## 5895 Valid -2.546731667 1.478131394 -0.9200135679 1.322214e-01
## 5896 Valid -2.680493701 -1.038183083 1.4786038959 -1.220698e+00
## 5897 Valid -0.619018868 -1.679033135 2.3274966293 -1.142250e+00
## 5898 Valid 0.886139463 -1.011634311 2.0935414046 -1.218455e+00
## 5899 Valid 0.997369854 -0.994312269 2.3149466466 -1.317526e+00
## 5900 Valid 0.541807094 -1.227894309 2.4288232627 -1.336925e+00
## 5901 Valid -1.251775969 -2.018451213 2.7904946745 -7.176388e-01
## 5902 Valid -0.219944325 -1.878100528 2.8063927057 -8.239026e-01
## 5903 Valid 0.306970428 -1.619516666 2.7083160085 -8.743037e-01
## 5904 Valid -2.588220176 -2.285316787 2.8895394377 4.011364e-01
## 5905 Valid -1.719265613 -0.631802613 2.0492808777 1.227216e+00
## 5906 Valid -2.191668182 -1.205167320 2.0276289145 -1.217670e+00
## 5907 Valid -4.174591805 -2.304583879 2.8679501961 4.198496e-01
## 5908 Valid -4.756934926 -2.111734782 2.4374717267 2.130801e-01
## 5909 Valid -4.665744862 -1.948063974 2.4687931322 6.148186e-02
## 5910 Valid -4.596905783 -1.823415597 2.4113142607 -2.358733e-02
## 5911 Valid -4.340302468 -1.804117021 2.3519219513 2.739911e-01
## 5912 Valid -1.506727950 -0.357183593 1.7054331731 1.243788e+00
## 5913 Valid 4.630238139 3.955413995 -0.1248100799 -4.185521e-01
## 5914 Valid 3.157468531 2.956301404 -0.0021554234 6.081158e-01
## 5915 Valid -2.796009704 1.610857336 -0.6892497503 1.396468e+00
## 5916 Valid -3.739759866 1.584628575 -1.0121609330 1.558424e+00
## 5917 Valid -2.567219283 1.744221100 -0.9454915787 2.308060e-01
## 5918 Valid 0.689257123 2.204302732 -0.7238767073 6.452650e-01
## 5919 Valid 0.396226718 1.727284559 -0.7906395399 6.240387e-01
## 5920 Valid -3.092577062 -1.152561054 1.8673324682 -7.235746e-01
## 5921 Valid -0.941259799 -1.443547248 2.3590272856 -1.050891e+00
## 5922 Valid 1.722202346 -0.872748231 2.2881345633 -8.894755e-01
## 5923 Valid -3.031968255 -1.819074172 2.4698454966 8.879482e-01
## 5924 Valid -0.985894103 -0.448990110 1.6061086595 -8.423828e-01
## 5925 Valid -2.112550758 -1.141519677 2.0112857025 -8.430102e-01
## 5926 Valid -3.680040051 -2.023262555 2.5787555714 5.342771e-02
## 5927 Valid -4.362219784 -2.378057824 2.8613358049 2.476628e-01
## 5928 Valid -4.590340577 -2.330543048 2.6417843592 2.519621e-01
## 5929 Valid -4.920545802 -1.810392491 2.3434975899 2.375635e-01
## 5930 Valid -2.799057780 -0.970162734 1.9324253938 1.266804e+00
## 5931 Valid 4.942280865 4.082533398 -0.2014189839 1.480955e-01
## 5932 Valid 5.014039663 3.923229553 0.0632673382 -1.066063e-01
## 5933 Valid 5.031782244 3.988132809 -0.0323609444 -2.224204e-01
## 5934 Valid 4.324903943 3.307943113 0.2286580893 -6.041054e-01
## 5935 Valid 2.819824970 2.710943993 0.1642218626 -8.989565e-02
## 5936 Valid 2.817240255 2.892738783 -0.0578403608 6.619524e-01
## 5937 Valid 3.072149702 3.068230075 -0.1334761370 4.395244e-01
## 5938 Valid 2.033596359 2.829819416 -0.2351107905 -5.904088e-01
## 5939 Valid -2.718147300 1.555232070 -0.7580865413 -1.794569e+00
## 5940 Valid -0.980982970 2.320606271 -0.8638127330 -4.002993e-01
## 5941 Valid -0.126753963 2.264537628 -0.7133645856 3.065404e-01
## 5942 Valid 0.046539165 1.843136694 -0.8174453259 6.043836e-01
## 5943 Valid -6.266783540 0.661204952 -0.9453647197 5.470936e-01
## 5944 Valid -6.312445197 -0.518875716 0.0804256782 -5.529066e-01
## 5945 Valid -5.554270580 -0.637249921 0.5880167905 -9.433080e-01
## 5946 Valid -1.883201114 -1.150681754 1.7137030634 -8.820735e-01
## 5947 Valid 0.751806465 -1.559001718 2.5128395964 -1.072270e+00
## 5948 Valid 1.813655657 -1.538935114 2.5005093750 -9.872946e-01
## 5949 Valid 3.172256942 -0.485956882 2.0099369893 -6.465168e-01
## 5950 Valid 3.007276184 -0.299883583 1.8488879227 -1.572568e-01
## 5951 Valid 0.733317913 -1.078243508 2.1924838321 -5.229848e-01
## 5952 Valid 0.586356736 -1.184714842 2.3319329559 -6.826859e-01
## 5953 Valid 1.253338298 -1.716278674 2.7764621276 -3.033200e-01
## 5954 Valid 1.903743030 -1.428023094 2.7013122330 -4.041870e-01
## 5955 Valid 2.705147370 -1.133483294 2.5402499954 -5.041825e-01
## 5956 Valid -3.987437684 -1.889399215 2.2145655259 4.831749e-01
## 5957 Valid -4.268557802 -2.340156525 2.6878665112 -6.622925e-02
## 5958 Valid -4.513147199 -2.373963970 2.7179295728 -1.050575e-02
## 5959 Valid -5.117675604 -2.164229107 2.1940780857 1.138087e-01
## 5960 Valid 4.900094553 4.256061950 -0.1043650388 -1.580326e-01
## 5961 Valid 5.076637843 3.948703573 0.0561397298 -7.391593e-02
## 5962 Valid 3.891136133 3.186640878 0.2433692091 -1.894745e-01
## 5963 Valid -2.207605518 1.398470465 -0.9744151924 -1.453891e+00
## 5964 Valid -0.935379221 1.260458914 -0.7388020878 -2.183004e+00
## 5965 Valid -0.068405237 1.518956543 -0.6499823808 -1.741568e+00
## 5966 Valid -0.728654245 1.508677114 -1.0281442719 -3.493930e-01
## 5967 Valid -5.818607516 0.481546969 -0.9171648685 -5.272134e-01
## 5968 Valid -5.952063354 -0.374054063 0.2203358849 -1.274329e+00
## 5969 Valid -3.730780963 -0.682831197 1.0546153735 -2.021165e+00
## 5970 Valid -1.422587713 -1.042003565 1.7928222891 -1.065583e+00
## 5971 Valid -0.869070916 -1.493677489 2.0378712170 -8.789985e-01
## 5972 Valid 0.712567072 -1.712484032 2.4730985626 -1.013204e+00
## 5973 Valid 3.068868945 -1.375612539 2.2505289426 -1.035607e+00
## 5974 Valid 3.691277837 -0.182844492 1.6532512738 -1.002895e+00
## 5975 Valid 1.690413044 -0.850246540 2.0859324301 -5.910211e-01
## 5976 Valid 2.191536099 -1.442841735 2.4309090694 5.645052e-01
## 5977 Valid -0.745174676 -1.951542050 2.4993564419 -1.300482e+00
## 5978 Valid -4.970267678 -1.446843526 1.3936385958 -7.287453e-01
## 5979 Valid -4.875908785 -1.493663182 1.6320055219 -1.686549e-01
## 5980 Valid -0.961688962 -0.331671116 1.7224031129 -1.289777e+00
## 5981 Valid -1.979718827 -0.939305444 1.9697547794 -1.747919e+00
## 5982 Valid -4.811761953 -2.700460626 2.7620105761 4.814555e-02
## 5983 Valid -4.861602073 -1.923981621 2.0941324374 1.584269e-01
## 5984 Valid -4.043883183 -1.672197851 1.8575795044 5.219186e-01
## 5985 Valid 5.063531300 3.725854648 0.1573469740 4.228121e-01
## 5986 Valid -0.462854022 2.188177411 -0.5154171692 2.808696e+00
## 5987 Valid 1.890220371 1.472976192 -0.6461630868 -1.376552e+00
## 5988 Valid 0.519140681 1.600816331 -0.8101294514 -5.122174e-01
## 5989 Valid -3.386586631 0.996558442 -1.1313795143 4.252898e-01
## 5990 Valid -5.783523591 0.339275691 -0.8358171945 -3.673181e-01
## 5991 Valid -4.535474243 -0.473513453 0.7245102281 -1.022681e+00
## 5992 Valid -0.950804987 -0.601536497 1.5266884643 -2.047816e+00
## 5993 Valid 2.428952891 -1.465881880 2.2848690083 -9.960303e-01
## 5994 Valid 3.322501656 -1.191904773 2.0930968901 -7.758155e-01
## 5995 Valid 3.503716058 -0.544872245 1.8713917684 6.900885e-01
## 5996 Valid 3.240196466 -0.725766645 1.8931124460 5.431636e-01
## 5997 Valid 4.386031283 -0.246549362 1.5177520393 -4.255653e-01
## 5998 Valid 4.539282126 0.198510333 1.3353881244 -6.314670e-01
## 5999 Valid 3.464568958 -0.002407724 1.6367752897 -7.037699e-01
## 6000 Valid 2.048106816 -0.587476281 1.9392864042 -4.151567e-01
## 6001 Valid 0.755172617 -1.177835330 2.1147301529 6.432270e-01
## 6002 Valid 1.704627050 -1.321971075 2.2801417100 5.986061e-01
## 6003 Valid 1.386033480 -1.294269438 2.3044382373 -2.571527e-01
## 6004 Valid -3.955052859 -1.482298498 1.7161269509 -1.070733e+00
## 6005 Valid -4.689130771 -2.718670329 2.6696438318 -5.938814e-02
## 6006 Valid -2.830448675 -1.151740947 1.6377856253 1.607153e-01
## 6007 Valid -1.802364193 -0.792926518 1.2491849781 9.602589e-02
## 6008 Valid -0.702285513 2.331970231 -0.5990785071 3.953227e+00
## 6009 Valid -4.434604258 1.247473806 -1.1179989764 1.963058e+00
## 6010 Valid -5.671435248 0.999170443 -1.2220701050 1.509985e+00
## 6011 Valid -5.743581609 1.236992261 -1.4870175817 6.109260e-01
## 6012 Valid -4.205498150 1.643581373 -1.4370059737 2.318173e-01
## 6013 Valid -1.254566755 1.808008808 -1.3547029668 2.332703e-01
## 6014 Valid -5.174713784 0.461774601 -0.9345652221 7.010381e-01
## 6015 Valid 2.987375870 -1.372708326 2.4401772312 -1.634393e+00
## 6016 Valid 2.977349963 -0.571721691 2.0203927669 3.773406e-01
## 6017 Valid 4.799285163 0.084687577 1.4463849090 -7.979710e-02
## 6018 Valid -0.621459669 -1.496518385 2.1793388939 -5.618995e-01
## 6019 Valid -4.002883593 -2.115917841 2.3981338069 6.960107e-02
## 6020 Valid -3.697582137 -2.474981392 2.7612785285 -1.191431e+00
## 6021 Valid -3.276048708 -1.640531138 2.1725507684 -1.335061e+00
## 6022 Valid -1.898368472 -1.155376020 1.4257435736 -3.598774e-01
## 6023 Valid 3.057963992 3.510294137 -0.4713992051 2.956863e+00
## 6024 Valid 0.629554513 2.960494947 -0.3641650026 4.130515e+00
## 6025 Valid -0.557959911 2.530631926 -0.4579659703 4.548859e+00
## 6026 Valid -1.475181912 2.123538104 -0.5150226806 4.254894e+00
## 6027 Valid -1.926317248 1.878749794 -0.5596016694 3.742509e+00
## 6028 Valid -3.998812380 1.640704794 -0.9673687121 1.415291e+00
## 6029 Valid -6.721356473 0.852630923 -1.3672446873 -3.220235e-01
## 6030 Valid -1.468038525 2.124271684 -1.3463692900 1.676040e-01
## 6031 Valid 3.513489565 2.043972397 -0.4454464640 -9.545148e-01
## 6032 Valid -3.537799212 -1.272741638 1.4719272487 -7.404637e-01
## 6033 Valid -2.329710622 -1.614464684 2.1073855753 -2.935110e-01
## 6034 Valid -0.568262573 -1.652173570 2.3456894455 2.786256e-01
## 6035 Valid 2.005663201 -0.505222544 1.9203062643 6.587023e-01
## 6036 Valid 2.941371363 -0.411084169 1.8747078210 -2.353672e-01
## 6037 Valid 2.125433934 -0.782030439 2.1148782559 -5.931908e-01
## 6038 Valid -1.718165757 -1.765612416 2.9243699601 4.188795e-01
## 6039 Valid -3.783551873 -2.206544291 2.6494404389 1.392353e-02
## 6040 Valid -3.884357633 -1.612799329 1.9771441415 3.237880e-01
## 6041 Outlier -1.657837818 -1.214324646 0.7203194802 9.912210e-01
## 6042 Valid -2.990797316 1.885252606 -0.4862017244 2.950175e+00
## 6043 Valid -4.906219969 1.466042507 -0.9956457001 -4.109620e-01
## 6044 Valid -5.582324732 1.251774226 -1.1506977957 -6.286527e-01
## 6045 Valid -5.956795723 1.242136640 -1.3152756811 -1.045080e+00
## 6046 Valid 0.515806945 1.223455704 -0.7460730089 1.196410e+00
## 6047 Valid -4.057825520 -0.524177658 0.4333663647 -7.367011e-01
## 6048 Valid 5.066059415 -0.411442484 1.6629175890 -6.989293e-01
## 6049 Valid 5.280667546 -0.338791488 1.6351443631 -4.962994e-01
## 6050 Valid 3.209634548 -0.309866334 1.5402282641 1.431213e+00
## 6051 Valid 2.976532026 -0.563160197 1.9339498699 5.240781e-01
## 6052 Valid 1.950556609 -0.842772483 2.4717692580 3.688130e-01
## 6053 Valid 1.856594782 -0.876534564 2.4057752047 9.637338e-02
## 6054 Valid -0.035674054 -1.504799679 2.4597218736 6.591089e-02
## 6055 Valid -0.089543097 -1.340026370 2.4936836048 9.858361e-02
## 6056 Valid -1.918966561 -1.984281669 2.9846327997 1.829629e-01
## 6057 Valid -4.441443078 -2.164381066 2.3272306194 1.872894e-01
## 6058 Valid -3.289515848 -1.229226915 1.8403119280 8.121797e-01
## 6059 Outlier 1.574161090 -5.641311361 0.9494304804 6.711518e-01
## 6060 Valid -1.369570785 -2.233866027 2.0676819913 -1.078112e+00
## 6061 Valid -2.427396026 -1.062188249 2.0165484293 -4.633544e-01
## 6062 Valid 2.795611889 0.439489606 0.0173654738 -1.424017e+00
## 6063 Valid -4.029703930 1.787253682 -0.9477749192 6.333136e-01
## 6064 Valid -5.907503375 1.030672670 -1.0256430316 -8.415140e-02
## 6065 Valid -4.397448965 1.786061715 -0.9211299738 -6.849574e-01
## 6066 Valid -4.163358153 1.826108830 -0.7607948212 -9.708157e-01
## 6067 Valid -4.892003056 1.698580886 -1.0285874043 -9.100045e-01
## 6068 Valid -0.590613094 1.372936474 -1.0238928234 3.720102e+00
## 6069 Valid -1.635624958 0.897639964 -0.8784541980 3.001618e+00
## 6070 Valid -3.076374087 0.225816432 -0.3789619663 1.884142e+00
## 6071 Valid -3.102448073 -1.012513158 1.1153358299 -1.966762e-01
## 6072 Valid -0.549841434 -2.154845745 2.8901414943 -1.123942e+00
## 6073 Valid 0.224066156 -2.222420197 3.0783556652 -1.398678e+00
## 6074 Valid 2.854215904 -1.394247154 2.4505992013 -1.259736e+00
## 6075 Valid 4.266080237 -0.641658287 1.8724805502 -7.569071e-01
## 6076 Valid 0.133308644 -0.821308012 1.6161066089 -4.330535e-01
## 6077 Valid 1.271608259 -0.502925306 1.3686509772 8.611131e-01
## 6078 Valid 0.852534053 -0.719946423 1.9163539535 1.382891e+00
## 6079 Valid 0.435581438 -1.116976858 2.1464434376 1.138067e+00
## 6080 Valid 0.032607624 -1.641580449 2.6170771448 2.851560e-01
## 6081 Valid -4.452571051 -2.283681993 2.3603974142 1.398004e-01
## 6082 Valid -1.115834324 -1.639004367 1.8205505890 -7.362407e-01
## 6083 Valid -1.230496773 -0.931991611 2.1385802526 -6.945364e-01
## 6084 Outlier -2.816400881 -1.888938129 0.7157651946 5.012208e-01
## 6085 Outlier -3.637842056 -1.260886154 -0.2820363883 4.899678e-01
## 6086 Outlier -2.726095538 -0.366802038 -0.4336545552 7.506184e-01
## 6087 Outlier 1.793002292 0.421502923 -0.4539691976 -1.218828e-01
## 6088 Outlier 4.030756668 0.214782499 -0.2183170093 -6.145984e-01
## 6089 Valid -5.542296795 1.292202996 -1.1894916925 -2.383887e-01
## 6090 Valid -5.411147468 1.322813899 -1.2777318773 -1.170498e-01
## 6091 Valid -4.409546519 2.045986991 -1.2048162903 1.619700e-01
## 6092 Valid -3.566201729 0.848749172 -1.0340177977 1.187493e+00
## 6093 Valid -4.012436998 0.332598225 -0.7052107023 1.179902e+00
## 6094 Valid 3.781093112 -1.125148558 2.3804886480 -6.313374e-01
## 6095 Valid 5.032007256 0.294856294 1.2390568721 -8.680536e-01
## 6096 Valid 1.205178164 -0.546269261 1.6341097359 -2.392521e+00
## 6097 Valid 1.388915659 -0.678588347 1.7706110206 7.955162e-01
## 6098 Valid -0.938292471 -1.221371713 2.0672122320 1.504724e+00
## 6099 Valid -0.667905182 -1.196693964 2.0455352318 1.269378e+00
## 6100 Valid -0.707846715 -1.182580559 1.9322343924 1.375136e+00
## 6101 Valid -0.804330557 -1.292708283 2.0472771651 1.303673e+00
## 6102 Valid -2.698553564 -1.825068035 2.2286503895 -3.950538e-01
## 6103 Valid -4.740795910 -1.952629750 1.9709660608 9.474647e-01
## 6104 Outlier 2.782363571 -10.360523370 -1.0863658265 -1.492904e-01
## 6105 Outlier 2.976360203 -9.516594540 -0.9924221017 5.607695e-01
## 6106 Valid 0.522669827 -3.773872203 1.2061919362 -3.244044e-01
## 6107 Outlier 0.066664967 -1.899249374 1.8843564361 -5.656331e-01
## 6108 Outlier -3.626065749 -1.855725592 -0.1054312970 -5.569068e-01
## 6109 Outlier -1.635490611 -0.508771453 -0.5716202426 1.176123e+00
## 6110 Outlier 3.978999561 0.125643944 -0.6589316050 9.353618e-01
## 6111 Outlier 7.369381202 0.031079440 -0.2301061390 -1.676523e-01
## 6112 Valid -4.063528238 2.095797969 -1.3641775557 -3.192809e-01
## 6113 Valid -4.819077604 1.666676657 -1.2432008122 -6.324859e-01
## 6114 Valid -5.308433978 1.487492905 -1.2981539212 -4.554926e-01
## 6115 Valid -5.207985282 1.337227483 -1.1625204183 4.565034e-01
## 6116 Valid -2.571570502 2.122796802 -1.2017739221 6.274556e-02
## 6117 Valid -1.869334092 2.148478565 -1.1966551864 1.061544e+00
## 6118 Valid -4.312332952 -0.816589360 0.6610999618 -8.053027e-01
## 6119 Valid -3.608052729 -1.287212568 1.3438517591 -1.013767e+00
## 6120 Valid -1.675796211 -1.314485111 1.8605606602 -8.931419e-01
## 6121 Valid 5.959471286 0.305707970 1.4054955400 6.862688e-01
## 6122 Valid 1.963034893 -0.617178134 1.3273683689 4.847088e-02
## 6123 Valid -1.485792271 -1.875666429 2.4553344137 3.658954e-01
## 6124 Valid 0.400152597 -1.790806305 2.2786223551 -2.694780e-01
## 6125 Valid -2.931493529 -1.918379624 2.2359901558 -9.893244e-01
## 6126 Valid -3.522677168 -2.293108303 2.2277941017 -1.067309e+00
## 6127 Valid -4.502300848 -2.433279571 2.2150772203 -7.119944e-01
## 6128 Valid -4.783072667 -2.407195124 2.2043802514 1.093414e+00
## 6129 Valid -4.365777155 -2.429546424 2.2568247712 1.297871e+00
## 6130 Outlier 2.792511948 -9.408662664 -0.8277934722 4.300467e-01
## 6131 Outlier -2.907764241 -2.162742341 0.0886915144 -2.284855e-01
## 6132 Outlier -3.010075896 -1.938663831 -0.0997495616 2.672479e-01
## 6133 Outlier -2.714083537 -0.949434686 -0.4528386251 7.816226e-01
## 6134 Outlier 7.812683605 0.596557119 0.0861811047 4.391527e-01
## 6135 Valid -3.895349018 1.991653312 -1.0405731353 -5.108103e-01
## 6136 Valid -3.231442351 1.944362403 -1.1428144487 -2.483626e-01
## 6137 Valid -2.697028349 1.985980011 -1.3453208019 1.513332e-01
## 6138 Valid -3.593310204 0.813823974 -0.9130250507 1.837971e-02
## 6139 Valid -1.482685313 -1.532770172 2.0432747517 -1.980152e+00
## 6140 Valid 4.477956739 -0.108221515 1.9480585571 7.814179e-01
## 6141 Valid 2.370215520 -0.835658248 1.8329249836 8.769532e-02
## 6142 Valid -1.035534980 -1.345643960 1.6547502814 -1.572922e+00
## 6143 Valid -2.391058571 -1.683711305 1.9938222570 9.931903e-02
## 6144 Valid -1.473497606 -1.644894207 2.1825473176 -3.252954e-01
## 6145 Outlier 3.153537184 -11.687845648 -1.8481492405 1.715638e-02
## 6146 Outlier 3.350417442 -11.236872942 -1.5637626643 2.972051e-02
## 6147 Outlier 3.222172495 -10.161896160 -1.2350561485 3.906609e-01
## 6148 Outlier 0.146511596 -2.453330278 0.9422366855 -1.326436e+00
## 6149 Outlier -1.974333225 -1.812883016 0.3789453534 -8.481136e-01
## 6150 Outlier -2.494877353 -2.068651403 0.0463997525 -2.958047e-01
## 6151 Outlier -2.853244362 -2.315583707 -0.1278903384 -5.066605e-02
## 6152 Outlier 5.521544157 0.825154484 -0.1828380853 6.785368e-01
## 6153 Valid -2.883597150 1.948776736 -0.7893681704 2.111372e-02
## 6154 Valid -3.562761211 1.552221453 -0.9002259647 1.038462e-01
## 6155 Valid -4.310440989 1.398440054 -1.1295353651 -6.081075e-02
## 6156 Valid -4.776283840 1.321521785 -1.1037179043 -1.404234e-01
## 6157 Valid -5.212775007 1.219276808 -1.1141123830 8.837159e-02
## 6158 Valid -6.177974204 0.922704776 -0.9870176270 1.064306e-01
## 6159 Valid -4.139771560 1.946539525 -1.5231080922 8.892464e-02
## 6160 Valid -3.651705803 2.152166642 -1.1430440552 2.289041e-01
## 6161 Valid -2.912028716 2.043881140 -1.2425719590 -2.190029e-01
## 6162 Valid -2.908672026 1.852644185 -1.3407157592 2.302294e-01
## 6163 Valid -3.555327791 1.663962668 -1.3583474426 3.918674e-01
## 6164 Valid -1.904545918 -1.346068861 1.5687114493 -5.841496e-01
## 6165 Valid -0.665890071 -1.658830068 2.2026547951 -1.442026e+00
## 6166 Valid 2.699442302 -1.033832219 2.2059222607 -1.841967e+00
## 6167 Valid 3.804689604 -0.698647416 1.9662144324 -1.292404e+00
## 6168 Valid 4.462733559 -0.498580642 1.9220433914 -8.579874e-01
## 6169 Valid 4.786961091 -0.513495623 2.1243987826 -4.489276e-01
## 6170 Valid 3.709015943 -0.891467710 2.4667476246 3.312126e-01
## 6171 Valid 4.042632573 -0.646413902 2.2351066885 6.173586e-01
## 6172 Valid 0.384111848 -0.975632309 1.5657854829 -1.852995e+00
## 6173 Valid 0.168709246 -0.889150080 1.2378687739 -1.119245e+00
## 6174 Valid -2.320506041 -1.665984092 1.9114991902 -4.432658e-01
## 6175 Valid -0.894181995 -1.840314674 2.3599645952 1.012677e+00
## 6176 Valid 0.204352301 -2.012156065 2.3456865612 6.762878e-01
## 6177 Valid 0.294543237 -2.130353700 2.4952632779 3.677136e-01
## 6178 Valid -0.684811592 -1.578654623 2.0516791658 -5.687444e-01
## 6179 Valid -3.687562955 -2.220225211 1.9504324095 2.776860e-02
## 6180 Valid -5.188698298 -2.318567793 1.6566980323 1.615610e-01
## 6181 Valid -5.601739959 -2.369384858 1.6006982450 5.392688e-02
## 6182 Valid -5.381226952 -2.360467709 1.8288429366 -4.233731e-01
## 6183 Valid -4.907859076 -2.566505413 2.3679338760 -6.344217e-01
## 6184 Valid -2.990147572 -2.498724435 1.8616293464 1.823403e-01
## 6185 Valid -0.401069463 -4.049091545 0.8040351320 4.186004e-01
## 6186 Outlier 3.055105479 -11.579955554 -1.8513074291 -5.485919e-01
## 6187 Outlier -0.516465734 -1.217673798 0.6828120087 -1.618938e+00
## 6188 Outlier -2.264601979 -1.882563485 -0.3994955357 -7.687905e-01
## 6189 Valid 2.350802682 1.260847522 -0.5143747112 1.520065e+00
## 6190 Valid -2.862023343 2.348539066 -0.7899428545 -3.395901e-01
## 6191 Valid -3.085731578 1.645108981 -0.7375261305 -9.623957e-01
## 6192 Valid -4.549025226 1.226626532 -0.8258673106 -3.967233e-01
## 6193 Valid -2.561424139 -0.278539803 0.3760832646 -2.493462e-01
## 6194 Valid -1.625902567 -1.249159798 1.4121110171 -3.782326e-01
## 6195 Valid 4.831804806 -0.449009304 1.9104574394 -1.652491e-01
## 6196 Valid 4.467292775 -0.515426770 2.1346715386 4.906736e-01
## 6197 Valid 4.042573686 -0.710420484 2.2191178591 3.069331e-01
## 6198 Valid 3.647119233 -0.954144056 2.3789130919 2.049722e-01
## 6199 Valid 5.054320001 0.078372812 1.7450371058 2.457980e-01
## 6200 Valid 2.271314042 -0.690634781 1.8232947480 4.824455e-01
## 6201 Valid 1.313519615 -0.408597611 1.2077917398 1.280757e-01
## 6202 Valid -2.025949771 -1.380492110 1.9844778184 -2.603137e-01
## 6203 Valid -0.372673944 -1.929839139 2.4969334823 4.149506e-01
## 6204 Valid 0.119725033 -1.412489874 2.0266103223 -8.039845e-01
## 6205 Valid -0.553850069 -1.576957057 1.9732180725 -6.476151e-01
## 6206 Valid -5.345689283 -2.388184256 1.5410865866 -2.532254e-01
## 6207 Valid -4.674598338 -2.468057137 2.3188160684 3.132271e-01
## 6208 Valid -4.679510503 -2.508121188 2.3014889007 2.198723e-01
## 6209 Valid -2.772619090 -2.222021508 1.8680034614 -4.077927e-01
## 6210 Outlier 1.119049718 -5.759208913 -0.1384286682 -3.275866e-01
## 6211 Outlier 2.437358714 -8.194472790 -1.3350023613 -5.569587e-01
## 6212 Outlier 3.030617683 -10.675507182 -1.7257758292 -3.599201e-01
## 6213 Outlier 3.166163758 -10.872025459 -1.5895336411 -3.814140e-01
## 6214 Outlier 3.342912252 -10.476766815 -1.3857652228 -5.805223e-01
## 6215 Outlier 3.632683729 -5.636602721 -0.5911267429 -1.399674e+00
## 6216 Outlier 2.357496058 -1.152996713 0.6721333361 -7.797056e-01
## 6217 Outlier -0.331458998 -1.544743560 0.1992187530 -1.199764e+00
## 6218 Valid 0.214502071 -0.752853354 -0.5914060541 3.294520e-01
## 6219 Valid -3.015784951 2.320892945 -0.9730037149 1.768805e-01
## 6220 Valid -2.519444867 2.280615497 -0.7808305345 9.150754e-02
## 6221 Valid -5.236169803 1.310786624 -0.7346320119 -1.845678e-01
## 6222 Valid -5.540712059 1.408347581 -0.8966155229 -6.313158e-01
## 6223 Valid -4.019702670 1.951219082 -0.9668236189 -4.165774e-01
## 6224 Valid -3.727143243 2.023823461 -1.0146899995 -4.369916e-02
## 6225 Valid -4.276286467 1.229429146 -1.2201551540 2.093620e-01
## 6226 Valid 5.025787546 -0.421193242 1.9130660599 -3.681018e-01
## 6227 Valid 3.512835208 -0.975495950 2.2102000565 3.233971e-02
## 6228 Valid 3.890118996 -0.399536136 1.8297262866 -5.527927e-01
## 6229 Valid 2.210333730 -0.579401285 1.9507932164 9.754421e-01
## 6230 Valid 2.006412129 -0.653728826 1.5662372075 5.961334e-01
## 6231 Valid -0.246371165 -0.220906686 0.5594515241 1.262544e+00
## 6232 Valid -1.434575728 -0.706592439 0.6110409237 -3.248390e-01
## 6233 Valid -0.149148666 -0.471782767 0.8687930604 -1.144245e+00
## 6234 Valid 0.073551455 -0.927314139 1.4470755988 -1.218094e+00
## 6235 Valid -1.940240590 -1.388884532 2.0169608632 -4.580632e-02
## 6236 Valid -0.588484538 -2.044273516 2.6248833455 4.168750e-01
## 6237 Valid -3.019909885 -1.995571247 2.0130064122 -1.934822e-01
## 6238 Valid -4.162034648 -2.042886772 1.6458299965 -6.759370e-01
## 6239 Valid -2.958615763 -2.055216711 1.6555677412 -1.300643e+00
## 6240 Outlier 2.586547930 -7.564514873 -1.1480887580 -1.101297e+00
## 6241 Outlier 3.354567342 -5.857481452 -0.6875160821 -1.306101e+00
## 6242 Outlier 3.690082940 -4.650593422 -0.5941702360 -1.145131e+00
## 6243 Outlier 1.257365509 -1.995155467 0.1193658182 -5.735218e-01
## 6244 Outlier 0.875386293 -3.296886163 -0.5243510967 -5.875901e-01
## 6245 Outlier 0.682253631 -3.803329725 -0.8070348756 -5.181490e-01
## 6246 Outlier 0.684662501 -3.320548321 -0.7876990727 -1.736366e-01
## 6247 Outlier -0.329629349 1.939722006 -0.6794433035 1.049575e+00
## 6248 Valid 2.617945182 2.237044720 -0.7166398446 1.231753e+00
## 6249 Valid -3.449729493 2.023586627 -1.0270697260 -9.941323e-03
## 6250 Valid 5.164628154 -0.654694060 2.1702499346 -2.131521e-02
## 6251 Valid 5.061953678 -0.519999522 2.1342777984 -1.862468e-02
## 6252 Valid 3.544565935 -0.859517767 2.1336755736 3.047577e-02
## 6253 Valid 3.896301571 -0.525648151 2.0018899650 -3.982844e-01
## 6254 Valid 4.723505315 0.408077333 1.5096635912 1.623208e-01
## 6255 Valid -0.461265838 -0.458815978 0.7407919070 2.529244e-01
## 6256 Valid -0.536801188 -0.372031429 0.6013107865 1.588577e-01
## 6257 Valid 0.308893883 -0.078536804 0.5137228402 1.057822e-01
## 6258 Valid -0.279566438 -0.837638085 1.2817906310 -1.152212e+00
## 6259 Valid -1.078339388 -1.914201812 2.2800941883 1.169682e+00
## 6260 Valid -0.581953853 -1.555682947 1.9703119912 1.464303e+00
## 6261 Valid -2.839160711 -1.842955696 1.8584685040 1.365555e-01
## 6262 Valid -3.963654667 -2.059943691 1.6823967652 -5.605675e-01
## 6263 Valid -2.417363030 -1.954905649 1.3440491671 -3.860528e-01
## 6264 Valid -0.205042937 -1.664104016 1.0607873853 -1.889780e-01
## 6265 Outlier 2.335627239 -5.171580580 -0.4109850232 -3.290287e-01
## 6266 Outlier 2.687658415 -4.362162252 -0.2665677869 8.744115e-02
## 6267 Outlier 3.823517460 -1.866281070 -0.1098322464 -2.123513e-01
## 6268 Outlier 2.010696781 -2.760841416 -0.5667429127 -1.161427e+00
## 6269 Outlier -0.013405868 1.814839864 -0.5962296552 6.858651e-01
## 6270 Valid 0.770623387 1.913227412 -0.7215374014 1.486502e+00
## 6271 Valid -2.910137507 2.175265287 -1.1889513966 -6.912638e-01
## 6272 Valid -3.260705177 2.085112045 -1.1297760731 -4.888614e-01
## 6273 Valid -2.662598242 2.023697803 -0.9225223159 3.183544e-01
## 6274 Valid -2.385792459 2.095913612 -0.9218925551 2.055909e-01
## 6275 Valid -5.292170953 1.732185799 -1.5506564577 9.580403e-01
## 6276 Valid -4.713036120 1.862395612 -1.4322259202 7.631353e-01
## 6277 Valid -4.264710629 1.882788753 -1.2841900401 4.121935e-01
## 6278 Valid -3.953060889 1.685020422 -1.1732309454 6.170784e-02
## 6279 Valid -3.679133272 1.728771063 -1.0779183111 2.739303e-02
## 6280 Valid 2.700828911 -1.392137098 2.2613397547 3.189070e-01
## 6281 Valid 5.025536570 -0.891037455 2.2881658870 7.658129e-01
## 6282 Valid 2.126526512 -0.691241013 2.0133716936 4.290285e-01
## 6283 Valid -0.491840502 -0.813368414 1.8226896786 -1.105465e+00
## 6284 Valid 0.285500459 -0.659619500 1.0476272015 -1.069331e+00
## 6285 Valid -0.413252026 -0.674417188 0.8919318689 -1.009744e+00
## 6286 Valid -0.542290031 -0.420271090 0.7468574520 -9.202970e-01
## 6287 Valid -0.265281985 -0.173061718 0.4562439560 -1.370161e+00
## 6288 Valid -1.393406469 -1.465714390 1.7519275744 7.670792e-02
## 6289 Valid -1.972151024 -1.580308272 1.8687855234 1.172966e+00
## 6290 Valid -4.072977278 -1.455757489 1.3289754842 7.030244e-02
## 6291 Valid -4.193922974 -1.603061602 1.3363915671 3.857832e-02
## 6292 Valid -3.802189550 -1.896367980 1.2565515235 7.161877e-01
## 6293 Valid -2.531032435 -1.824567267 1.0706291476 1.260984e+00
## 6294 Valid -0.670125571 -1.148711621 0.5875552064 8.723480e-01
## 6295 Outlier 1.671447007 -3.058101622 -0.1659590045 1.222071e-01
## 6296 Outlier 4.787400074 -1.258958935 0.1433596032 -7.318960e-01
## 6297 Outlier 1.585924653 -2.897074324 -0.4974064569 -6.374288e-01
## 6298 Outlier 0.655753846 -1.738202997 -0.4947570454 -1.331357e-01
## 6299 Valid -2.740810520 2.001532494 -0.9377600010 -8.530768e-01
## 6300 Valid -2.689904367 2.080676492 -0.9212609257 -5.513028e-01
## 6301 Valid -2.729760475 2.182406827 -0.9402173043 -6.892992e-03
## 6302 Valid -5.493621423 1.442692833 -1.4553886013 9.777087e-01
## 6303 Valid -5.762976082 1.495313749 -1.6887847423 -7.444797e-02
## 6304 Valid -4.926923828 1.733527861 -1.4237379739 -1.788559e-01
## 6305 Valid -3.829351792 1.705869046 -1.2132095632 -4.159841e-01
## 6306 Valid -3.681884482 1.688738735 -1.0546452482 3.482758e-01
## 6307 Valid -3.768716130 0.421917763 -0.7352581925 -3.061105e-01
## 6308 Valid 2.693324371 -1.564604311 2.4519285924 -4.950847e-01
## 6309 Valid 4.511490640 0.164394357 1.7499521580 5.776765e-01
## 6310 Valid 1.517570140 -0.647797330 1.9276082648 -6.883764e-01
## 6311 Valid 0.458622930 -0.900806284 1.4691938105 -5.320822e-01
## 6312 Valid 1.136412867 -0.542887425 1.2786427307 -8.494082e-02
## 6313 Valid 0.769869157 -0.576012267 0.9598354352 2.965054e-01
## 6314 Valid 0.417360562 -0.551305932 0.9600626745 -1.111069e-01
## 6315 Valid 0.886325443 -0.194687653 0.7476599334 -5.075041e-01
## 6316 Valid 1.165366990 -0.220777734 0.8134517455 -1.120862e+00
## 6317 Valid 1.256887000 -0.373239509 1.0280506919 -4.249916e-01
## 6318 Valid 1.461911082 -0.306263167 0.9517192785 9.130562e-01
## 6319 Valid 1.197020296 -0.631211571 1.1817997916 2.231911e+00
## 6320 Valid -0.489393808 -1.172796904 1.5016351401 1.871873e+00
## 6321 Valid -2.649190376 -1.707536482 1.9665530490 8.308611e-01
## 6322 Valid -3.313890340 -1.893222400 2.1637973084 6.626959e-01
## 6323 Valid -3.784458260 -1.524674116 1.5757201126 7.236864e-01
## 6324 Valid -4.203448034 -1.464055654 1.5059945793 6.914838e-01
## 6325 Valid -4.196861933 -1.371270486 1.4163187427 4.678196e-01
## 6326 Valid -0.083631355 -0.868433692 0.3890112213 9.120624e-01
## 6327 Valid -1.592914504 -1.070898888 0.2785938757 5.538646e-01
## 6328 Valid -2.009784006 -1.013691459 0.4325522509 6.322729e-01
## 6329 Outlier 1.441403473 -2.294642459 0.1036572144 -5.440473e-01
## 6330 Outlier 3.864499785 -1.356860551 0.0408364095 1.059007e-01
## 6331 Outlier 5.717149005 -1.711395225 0.0913338599 -2.428819e-03
## 6332 Outlier 6.052783975 -1.811523541 0.0865322000 -2.537967e-01
## 6333 Outlier 5.258979764 -1.276072007 0.2261971884 -4.296501e-01
## 6334 Outlier 0.923117428 -2.310712989 -0.4148025547 -2.598155e-01
## 6335 Valid -2.141272009 2.151753450 -0.8368513609 -3.094703e-01
## 6336 Valid -2.532677627 2.182041305 -0.9060247033 -2.312501e-02
## 6337 Valid -3.403832059 2.099555954 -0.9697923541 8.808167e-01
## 6338 Valid -5.816351110 1.494389528 -1.1113240244 1.504893e+00
## 6339 Valid 3.833028432 -1.305564226 2.1432192949 -5.748683e-01
## 6340 Valid 4.017743084 -1.356465828 2.3491821587 3.820003e-02
## 6341 Valid 3.912896234 -0.750169272 1.9498833328 1.052435e+00
## 6342 Valid 4.072977822 -0.555153818 1.8555662213 9.549608e-01
## 6343 Valid 3.933664949 -0.345671552 1.7330280416 8.641567e-01
## 6344 Valid 2.487862385 -0.753690356 1.7973878952 -5.653056e-01
## 6345 Valid 1.171648165 -0.317236627 0.8384484877 2.308323e-01
## 6346 Valid 0.638316826 -0.492010867 0.8550120732 3.740120e-01
## 6347 Valid 0.458603720 -0.549270453 1.1463298708 -1.918225e-01
## 6348 Valid 0.628249859 -0.763231996 1.2603842630 1.924808e+00
## 6349 Valid -0.027631738 -1.159299408 1.5322591788 1.884534e+00
## 6350 Valid -2.225998071 -1.485712759 1.7987272846 1.193634e+00
## 6351 Valid -3.116974667 -1.033486237 0.7800902409 7.047820e-01
## 6352 Valid -3.553388396 -1.037969500 -0.2092397644 2.724714e+00
## 6353 Outlier -1.529152104 -0.612179540 0.0817011813 5.226347e-02
## 6354 Outlier 1.791233680 -1.133046351 0.5519730844 -8.266278e-01
## 6355 Outlier 2.006506865 -1.222469170 0.7119603370 -7.181399e-01
## 6356 Outlier 2.797508573 -0.924962878 0.4152476456 2.357574e-01
## 6357 Outlier 3.585600766 -1.039754761 0.2389675710 2.899126e-01
## 6358 Outlier 4.730744090 -1.496415011 0.1441818854 8.103671e-02
## 6359 Outlier 5.920951891 -2.047962952 0.0781783920 -1.765375e-01
## 6360 Outlier 1.928510392 -2.612376992 -0.4418401491 5.192295e-01
## 6361 Outlier -0.972778094 -0.115755657 -0.3554537058 3.605024e-02
## 6362 Outlier -1.185163360 1.085496814 -0.4325343373 9.534144e-02
## 6363 Outlier -0.769340223 1.501057013 -0.4800701890 -2.229323e-02
## 6364 Valid -4.758211588 0.197978693 -0.8586100912 5.269434e-01
## 6365 Valid 3.958397649 -1.230284577 2.3044451736 -9.591979e-02
## 6366 Valid 3.893716838 -1.222718041 2.3475527748 -2.004175e-01
## 6367 Valid 3.472909387 -1.444910550 2.4497363986 3.748465e-01
## 6368 Valid 2.760178486 -1.313854970 2.2800220381 3.150612e-01
## 6369 Valid 3.110018901 -0.334271397 1.4645832433 -7.299504e-01
## 6370 Valid 2.857955156 -0.442497745 1.4486677533 -2.754419e-01
## 6371 Valid 1.543858114 -0.297836410 0.8582661114 3.444807e-01
## 6372 Valid 0.414081541 -0.660987959 0.9739044475 -1.870491e-01
## 6373 Valid 0.345394106 -0.655884803 1.2457256436 -1.270442e-01
## 6374 Valid 0.547257694 -0.646143670 1.2286678225 1.415812e+00
## 6375 Valid -0.818764142 -0.862836750 1.3244774290 2.128690e+00
## 6376 Valid -2.600534170 -1.681599025 1.9790786725 9.009692e-01
## 6377 Valid -4.174466821 -1.682566435 2.1397421215 1.478799e-01
## 6378 Valid -4.279967043 -1.911329767 2.2496418981 -1.098814e-01
## 6379 Valid -4.920434899 -1.393944909 1.3979380723 6.365129e-01
## 6380 Valid -4.779550710 -1.396279832 1.3940280074 7.559668e-01
## 6381 Valid 1.738883142 -0.569300561 0.9730715541 5.215488e-02
## 6382 Valid 1.694051740 -0.661438216 1.1894056888 4.107428e-01
## 6383 Valid 1.667671291 -0.676529911 1.0501090771 8.077277e-01
## 6384 Outlier 5.192247387 -1.864964088 0.3009501872 8.496662e-01
## 6385 Outlier 5.913270330 -1.773994818 0.1453927729 7.163246e-01
## 6386 Outlier 1.418384097 -3.091737924 -0.3053342277 5.888376e-01
## 6387 Valid -5.096950665 1.302521682 -1.3886952606 2.023742e+00
## 6388 Valid -2.029862422 2.340946747 -0.7390464862 -1.112096e-02
## 6389 Valid -4.867173273 0.484333114 -1.1198731470 1.237150e-01
## 6390 Valid -0.006840640 -1.802606122 2.1670232078 7.694630e-01
## 6391 Valid 1.898293333 -1.769148659 2.4543918750 1.113612e+00
## 6392 Valid 3.870061470 -1.121938735 2.3059652611 3.464580e-01
## 6393 Valid 3.280119428 -1.476772602 2.5009446798 -5.606442e-01
## 6394 Valid 2.929628407 -1.287873392 2.4121915332 -6.113370e-01
## 6395 Valid 4.205436935 -0.181368086 1.5938760897 1.117051e-01
## 6396 Valid 4.896644908 0.045318617 1.5013182852 1.864777e-01
## 6397 Valid 0.786958069 -0.397652113 1.1820281272 1.210435e+00
## 6398 Valid 0.357108660 -0.628042929 1.2495509201 6.693375e-01
## 6399 Valid -1.970592341 -1.090464951 1.4603394166 1.083346e+00
## 6400 Valid -2.769075133 -1.218122894 1.5653071729 6.827621e-01
## 6401 Valid -3.132477010 -1.559329423 1.8540031389 8.960274e-01
## 6402 Valid -4.814764096 -1.337291335 1.3213810328 1.081136e-01
## 6403 Valid -5.264696919 -1.375549454 0.1912487487 -2.744394e-01
## 6404 Valid -6.318546032 -1.556948001 0.1005862172 -5.285509e-01
## 6405 Valid -5.084894510 -0.290736837 -0.5147725833 -4.517017e-01
## 6406 Valid 1.428307955 -0.492921009 0.9340297979 8.297476e-01
## 6407 Valid 0.868880444 -0.909009998 0.8213288830 8.783231e-01
## 6408 Outlier 4.432291931 -1.035915120 0.4344851681 1.140155e+00
## 6409 Outlier 3.796100708 -0.096654945 0.7053353370 4.896308e-01
## 6410 Outlier 1.580480465 -2.473402687 0.0795773441 3.389444e-01
## 6411 Outlier 0.048346229 -3.075376604 0.0197079025 7.075441e-01
## 6412 Valid -4.259846906 1.521429504 -1.0476952903 5.288444e-01
## 6413 Valid -5.507381941 0.396504511 -1.3613673535 4.032874e-01
## 6414 Valid -3.731339882 -1.740157595 1.2366085960 8.682314e-01
## 6415 Valid -1.386815360 -2.156484081 2.2370644006 1.260856e+00
## 6416 Valid 0.286532560 -2.333338422 2.5618094116 1.355396e+00
## 6417 Valid 3.588216318 -1.078131995 2.2777173936 -5.911511e-01
## 6418 Valid 3.516306885 -0.908464345 2.1766269616 -5.790481e-02
## 6419 Valid 2.453720161 -0.300411160 1.5007083477 3.769775e-01
## 6420 Valid 1.197054590 -0.626908090 1.5737668311 3.059232e-01
## 6421 Valid -2.897595521 -1.401371079 1.7148121193 9.846805e-01
## 6422 Valid -3.317861799 -1.235586465 1.7567001928 2.035673e-01
## 6423 Valid -3.955849411 -1.387010772 1.8621964847 1.464497e-01
## 6424 Valid -3.821010690 -1.457596306 1.6604650967 -1.096106e-01
## 6425 Valid -3.802638876 -1.434445336 1.5098575736 -3.130081e-01
## 6426 Valid -3.596642191 -1.578899556 1.5203239754 -4.044863e-01
## 6427 Valid -3.479155684 -1.845884939 1.7984152179 -4.475224e-01
## 6428 Valid -4.653550112 -1.113400078 -0.0060965112 -8.204713e-01
## 6429 Valid -4.097623414 -1.271795479 -0.1205180409 -1.682555e+00
## 6430 Valid -5.284461804 -1.163301873 -0.2202698948 -2.452804e+00
## 6431 Valid 0.037964864 -1.231353145 1.0294583378 4.772766e-01
## 6432 Valid 1.487332198 -1.142170207 0.6276275091 5.707510e-01
## 6433 Outlier 2.690829556 -0.474353564 0.8794528197 8.564970e-01
## 6434 Outlier 2.280023460 -0.508583770 0.8313850185 -1.418576e-01
## 6435 Outlier 1.438500298 -1.808872159 0.5370120328 -3.702759e-01
## PC5 PC6 PC7 PC8 PC9
## 1 0.9958835791 2.2878648740 -4.465411e-02 -0.3680953428 2.326788e-01
## 2 0.4493232900 1.2304576254 6.128994e-02 -0.9299937044 -3.204148e-02
## 3 0.1347975002 0.2652718851 5.929058e-02 -0.2872583153 -1.007855e-01
## 4 0.2155035236 0.0246493338 -7.131652e-02 0.2045547242 -6.430751e-02
## 5 0.0589890059 -0.2806643953 -3.021209e-01 0.1654374663 1.580851e-01
## 6 -0.1146763812 -0.6418480158 -3.137645e-01 0.0649474317 2.772385e-01
## 7 0.2731316824 0.2352791729 3.504599e-01 -0.3533286535 3.534518e-01
## 8 0.4857375318 0.7709357829 2.720442e-01 0.0842267629 2.744314e-01
## 9 -0.0361515759 -0.0025847252 1.445834e-01 -0.2331321433 2.333851e-01
## 10 0.0451632823 0.1698582716 2.257404e-01 0.0278671384 8.873374e-02
## 11 0.1283198195 0.1475026133 -1.347822e-01 0.0971582696 5.892546e-02
## 12 0.3291939207 0.0909144719 -6.665685e-02 -0.4888900367 -1.295532e-01
## 13 0.2637721179 0.1955045071 4.759468e-02 -0.5371699488 1.537459e-01
## 14 0.1674841555 0.2147672232 -3.003725e-01 0.2604185228 -1.469992e-01
## 15 0.1466238911 -0.1543528141 -1.035671e-01 -0.3466829922 2.568683e-02
## 16 -0.0852811542 -0.4289647996 -1.941663e-01 -0.2483480024 1.099672e-01
## 17 -0.6529809515 -1.0711508952 -2.358112e-01 -0.0868599283 4.261208e-01
## 18 -1.1311787024 -1.1531833566 -8.310108e-02 0.1307594682 3.642173e-02
## 19 -0.3284484147 -0.9786996449 4.984703e-02 -0.2919834426 1.576794e-01
## 20 0.1109560358 0.1211771588 1.798075e-01 -0.1943386427 -1.905310e-02
## 21 0.1968885877 -0.2502135463 2.550545e-01 0.1479657084 2.879962e-03
## 22 -0.2880991222 -0.5586310516 4.147375e-01 -0.1863438094 4.543269e-01
## 23 -0.7214690174 -0.8587441920 -7.634007e-02 -0.1771456968 8.887867e-02
## 24 0.0035527139 -0.1211626174 2.424200e-02 0.3165323020 -1.545997e-01
## 25 0.4940302908 -0.1496693740 2.886071e-01 -0.1049426691 -1.937685e-01
## 26 0.3986531946 -0.4313234699 5.851474e-02 -0.1764060867 5.947014e-01
## 27 0.1826388524 -0.2218982111 1.315065e-01 -0.3042758150 5.054923e-01
## 28 -0.0663876754 -0.1890250139 1.745362e-01 -0.3697635625 2.410098e-01
## 29 -0.0565923053 -0.0355954615 3.645389e-02 0.0512075936 1.612510e-01
## 30 -0.0594132804 0.3130746790 1.538379e-01 0.2398381183 -4.817987e-02
## 31 -0.0222586801 -0.0032791480 -1.082204e-01 -0.0313069274 -1.637051e-01
## 32 0.0334458995 0.0896834338 1.698440e-01 -0.0970717452 7.847914e-02
## 33 0.0221343732 0.0815792144 1.281694e-01 -0.0610179789 3.427281e-02
## 34 -0.0520928897 0.1864589062 -1.070104e-01 -0.4129098621 1.733853e-01
## 35 -0.3292912794 -0.1450539451 9.790030e-02 -0.4773685604 2.279466e-02
## 36 -0.3757985644 -0.1926526317 1.446215e-01 0.0064014653 8.062231e-02
## 37 -0.1875382947 -0.4712593223 -1.089827e-01 0.2978386862 -1.840027e-01
## 38 0.1967053421 -0.1102574612 7.516228e-02 -0.3275479259 1.021252e-01
## 39 -0.1242057951 0.1434369120 1.278676e-01 0.1906398141 1.174309e-01
## 40 0.0385250006 0.3893813212 8.872845e-02 -0.1099892194 -2.756950e-01
## 41 0.1103825875 0.0537647310 -5.984184e-02 -0.0818286702 -1.108624e-01
## 42 0.1524878878 0.4669062316 -1.869377e-01 0.1653221558 -8.450881e-02
## 43 0.0387957016 0.1804004849 -2.409752e-01 0.0611398403 -2.160312e-01
## 44 0.8249490228 1.0730259148 -9.372920e-01 0.2455059465 -6.336991e-01
## 45 1.0891669069 0.8197922324 -6.893200e-01 0.5597564664 -7.590513e-01
## 46 -0.1425643019 -2.4325362013 1.455143e+00 -0.5171135590 2.240157e-01
## 47 0.1005262264 -0.8592687591 9.083509e-01 -0.8232472174 6.130710e-01
## 48 0.0702191400 1.1409682183 -5.570665e-02 0.4008708677 -1.639394e-01
## 49 0.2412786928 0.1948572992 -2.059169e-01 0.2871537015 4.169459e-02
## 50 0.0132033413 0.0345884738 -1.981412e-01 -0.3342314911 3.231545e-01
## 51 0.2591008533 0.7940461060 -1.233241e+00 0.1945515624 -1.995600e-01
## 52 0.3541949343 0.9880216090 -4.510069e-01 0.3647334808 -2.093539e-01
## 53 0.1246341943 0.5351175229 3.499770e-01 -0.2311126312 -9.924994e-02
## 54 0.0066580441 0.0190036185 -2.896496e-01 0.0143065497 4.284600e-02
## 55 0.3778502376 1.4479351075 -1.765019e-01 1.6997130771 -3.204397e-01
## 56 0.4660448342 0.9592193344 2.606624e-01 0.8327592573 -6.240743e-01
## 57 0.5958278366 0.9210940660 7.577910e-02 -0.8593286787 6.417856e-03
## 58 0.4187044542 0.5883152920 -8.727123e-02 -0.9170327738 -1.937569e-02
## 59 0.2104656901 -0.2267391983 -1.412454e-01 -0.3277870187 -2.826129e-01
## 60 0.2219335793 -0.6468772184 1.033160e-01 -0.2265633631 2.793952e-01
## 61 0.1174246603 -0.2322494375 3.041846e-01 0.1699165784 5.608972e-02
## 62 0.1620612792 0.2535147226 1.805110e-01 0.2281567201 -8.926373e-02
## 63 0.3100912241 0.8993065766 1.185200e-01 0.2380328865 -1.638698e-01
## 64 -0.0886734392 0.1088483293 -5.300617e-02 -0.0486361409 2.248273e-01
## 65 0.0133302529 0.1345266759 1.570149e-01 -0.0814600129 -2.303883e-01
## 66 0.1277190652 0.0491436220 2.423191e-01 0.0235171664 -4.467367e-02
## 67 0.1603073055 -0.1180751291 -1.556419e-01 0.2076088783 1.435133e-02
## 68 0.1489097191 -0.1012022111 6.971245e-02 0.2732247782 -2.086055e-02
## 69 0.1182093622 0.2114464491 1.937862e-02 -0.1574252965 5.198768e-04
## 70 0.0263159620 0.0246502120 -4.521098e-02 0.0571876463 8.318407e-03
## 71 -0.5964526064 0.3182256899 -7.595751e-01 0.2191133041 4.790115e-01
## 72 -1.5880404296 0.1618869150 -1.285767e+00 0.4861625351 6.366323e-01
## 73 -4.9679754599 0.6872118095 -7.466941e-01 -0.4850443381 1.019845e-01
## 74 -4.3799599095 0.9426725986 4.400582e-01 -0.9835663857 -1.012499e+00
## 75 -2.9221589219 0.2102357783 8.404520e-01 -0.7115991621 -1.664101e+00
## 76 -0.0944195773 -0.0677285445 2.915899e-01 0.2344442821 -7.800203e-02
## 77 -0.0045531316 0.1563476348 -1.452627e-01 0.2302730880 -1.600241e-01
## 78 -0.0765841720 -0.4331974674 1.032303e-01 -0.0610015458 -6.617681e-02
## 79 -0.1114337480 -0.6918594426 1.198480e-01 -0.5102531506 -3.421910e-02
## 80 -0.1065295090 -0.6065083291 2.515705e-01 -0.0021803813 -1.528381e-02
## 81 -0.0653878106 -0.4107793917 1.315569e-01 -0.1632085869 -2.289101e-02
## 82 -0.1178599089 -0.3286084686 1.093193e-01 -0.1545280231 -3.906387e-02
## 83 -0.1081622806 0.1152948534 -1.005255e-01 0.5038863416 1.732573e-01
## 84 0.0095402938 0.4342311975 6.173310e-02 0.3696768698 1.778814e-02
## 85 -0.2872141381 0.1524130690 2.806966e-01 -0.1795063064 -8.761002e-02
## 86 -0.2235973942 -0.1626449435 1.132909e-01 -0.3528342620 5.328051e-02
## 87 -0.2038587708 -0.0377125197 -3.046333e-01 -0.1858271717 -1.734295e-01
## 88 -0.1246028007 0.1775883993 -2.014076e-01 0.1208055330 -2.549907e-02
## 89 -0.1870268643 -0.1287593341 6.338387e-02 0.1069992932 -3.245277e-01
## 90 -0.0003919855 0.0260656022 -7.889668e-02 0.0068486119 -2.032025e-01
## 91 0.1231096247 0.2475367435 1.874007e-01 0.0417539867 4.986289e-02
## 92 0.0630771170 0.1229440516 6.540812e-02 -0.2532796394 -8.080578e-02
## 93 -0.1115610566 -0.4768040057 -1.639491e-01 -0.0815498880 2.268609e-01
## 94 0.1190648384 0.1401482125 -9.815199e-04 0.0052897440 -1.746030e-02
## 95 0.1932109027 0.2885480155 -1.096147e-02 -0.0626998905 -4.124563e-03
## 96 0.0931344469 0.2357466487 1.950178e-01 -0.3642898480 -2.608417e-01
## 97 -0.0655506739 0.0730357201 8.372141e-02 -0.1400528904 -1.668066e-01
## 98 -0.2271917628 -0.4962994761 4.438308e-03 -0.1336396676 2.965088e-01
## 99 -0.1428721153 0.1025911335 -1.064134e-01 0.2622692216 2.020867e-01
## 100 -0.1757479510 0.1132706555 -8.059156e-02 0.0104203749 -1.874997e-01
## 101 -0.1374254422 0.1273725308 -3.282466e-02 0.0398864241 3.514876e-03
## 102 -0.0297138705 0.2722156119 7.129181e-02 0.2774702031 -7.787124e-02
## 103 0.1250509184 0.0783703399 -6.774675e-02 0.3127071622 -1.423463e-01
## 104 1.4835185367 0.2474675314 -3.658893e-01 0.6350427792 -6.664490e-01
## 105 0.3993597506 -0.3521218897 5.028264e-01 0.1355835289 2.346397e-01
## 106 0.6278393822 0.7987647392 1.361346e-01 0.1170875362 -4.604492e-01
## 107 0.8945727227 1.2390603527 4.957198e-02 -0.3681122589 -4.544731e-01
## 108 0.1638280726 0.1212015045 2.262984e-02 0.0468726933 8.473606e-02
## 109 0.0333579163 0.4162415599 -3.514000e-01 -0.1333465571 3.721191e-02
## 110 0.2399093496 0.3713001395 -7.537838e-01 0.0021519463 -1.522896e-01
## 111 0.6915814115 0.5298049362 -8.193551e-01 -0.0721251816 -2.402990e-01
## 112 0.6910626988 0.4129493582 -2.813724e-01 0.2623356652 1.496001e-01
## 113 0.3446933883 0.2429266899 2.272328e-01 0.2986753930 3.059804e-01
## 114 0.0165593912 0.2301718355 -1.379712e-01 0.0246669180 1.222263e-01
## 115 -0.1120639789 0.4238759720 -4.598649e-01 -0.2910965066 1.737340e-01
## 116 -0.5352797097 -0.0405315918 -1.856510e-01 -0.3765976069 -2.301644e-01
## 117 -0.3336588574 0.2251688386 -6.147933e-01 0.6798046114 -5.375200e-01
## 118 -0.3517165445 -0.3455385659 -3.849605e-01 1.8172242590 -3.112729e-01
## 119 0.8457897148 1.5742274320 3.882401e-01 -0.4654885652 8.342577e-02
## 120 0.8116927273 1.4915718110 6.484323e-02 -1.2756538655 4.644684e-01
## 121 0.1436416923 0.1435282783 -1.173640e-01 -0.5247610248 1.329514e-01
## 122 -0.0110102716 0.0036960154 -2.890106e-01 -0.2721828653 -1.191681e-01
## 123 -0.1126978346 -0.3664191124 -5.874758e-02 0.0748370910 -2.305025e-01
## 124 0.2205773184 0.6765986086 2.619726e-01 -0.1657808117 -4.822901e-02
## 125 0.3312076002 0.7394935980 3.502896e-01 0.0519223285 -1.746309e-01
## 126 0.2743158492 0.1165085977 1.307494e-01 0.0786137932 -1.321981e-01
## 127 0.4222414477 0.1144857859 3.670531e-02 -0.0412790868 -1.781453e-01
## 128 0.4514121734 0.2716952187 2.085885e-01 0.1411737310 -7.187847e-02
## 129 0.0677450696 -0.1431718174 -1.278583e-01 -0.0873453465 -2.539036e-01
## 130 -0.0170803824 0.0390720381 1.037875e-01 0.1159717706 1.399946e-01
## 131 0.1002027574 0.2455973582 -1.498596e-01 0.5567982533 -1.171711e-01
## 132 0.1484791598 0.0623552742 -5.367789e-02 0.3491420780 9.768339e-03
## 133 -4.1044490484 1.1530193255 -2.406773e+00 0.0076741839 4.942220e-02
## 134 -4.3097190554 0.8378110276 -2.426695e+00 -0.5172565157 -2.305812e-01
## 135 -4.4691474788 0.8640759993 -1.966391e+00 -0.5977087257 3.220727e-01
## 136 -4.0319958056 1.2874065731 2.406911e+00 -1.1588525009 -1.926253e+00
## 137 -2.3775968580 -0.2634364320 1.567400e+00 0.1477175691 -1.775874e+00
## 138 -0.9245507532 -0.9722801860 4.270032e-01 0.4801064024 -3.383611e-01
## 139 -0.2993302403 -0.1034706754 1.597455e-01 0.0344090451 1.100512e-01
## 140 -0.2549835927 0.2554338578 -1.105380e-01 0.0876931689 1.956625e-01
## 141 -0.1793584753 -0.0566381799 -2.630656e-02 -0.0519736643 -2.059827e-01
## 142 -0.2078814887 -0.5602540273 1.222004e-01 0.1103637436 1.039480e-02
## 143 -0.0618020780 -0.5567348469 1.227520e-01 0.3269604484 -2.247147e-01
## 144 0.0649500801 -0.4731718835 3.263638e-01 -0.0516191856 -1.707190e-01
## 145 0.0817495071 -0.5703814368 3.608131e-01 -0.0139804372 -5.825175e-02
## 146 0.1140061344 -0.1810839722 9.443840e-02 -0.1177178308 1.000263e-01
## 147 -0.0754522907 -0.0246243859 -6.581899e-02 -0.4370942751 2.677228e-01
## 148 -0.0998283182 -0.1629477620 -1.693990e-01 -0.1152872369 -2.128680e-01
## 149 -0.1322856766 0.1645311187 -6.280493e-02 0.2260690766 5.027954e-02
## 150 -0.2135692432 0.1918658057 1.184405e-01 0.1477695022 2.850278e-01
## 151 -0.4255206011 0.0730632028 1.257791e-01 0.1963061846 -2.114929e-01
## 152 0.2161058893 -0.0173926985 -6.681201e-02 -0.0216427625 -1.437931e-01
## 153 0.2384339044 -0.0255850176 1.369324e-01 -0.0620414338 7.239125e-02
## 154 0.0752485549 -0.0642806452 1.346800e-01 -0.2203501012 1.861624e-01
## 155 0.0752319938 -0.1186359596 3.683328e-02 0.0598957079 -9.191340e-03
## 156 0.0140316304 -0.0611156750 1.350840e-01 0.2121066824 -3.895097e-02
## 157 -0.1410706360 -0.1820562882 -2.154431e-01 -0.3243057596 -1.529573e-01
## 158 -0.3588306023 -0.8095763157 4.018559e-02 0.2501991517 -2.227420e-01
## 159 -0.0539965764 -0.3298164639 1.251419e-01 0.4126431454 -1.671473e-01
## 160 0.1097057857 0.1404005391 5.813861e-02 0.0285316107 1.388180e-01
## 161 0.0592302110 -0.1289251996 -1.471942e-01 0.3950821652 -8.261548e-03
## 162 0.2661424145 0.3167261436 -9.134664e-02 0.3697767710 -1.051071e-02
## 163 0.2303452706 0.6174145521 2.592929e-01 -0.2798662887 3.602132e-01
## 164 -0.0388893881 0.1505234629 6.810699e-02 -0.2105116046 1.730644e-01
## 165 -0.1984775871 0.2060486119 4.430187e-02 -0.3003191423 3.464393e-02
## 166 -0.3106295197 0.1603082961 8.489553e-02 -0.5632448179 7.222431e-02
## 167 -0.2719424864 -0.0754883798 9.847667e-02 0.3043850253 -4.330539e-01
## 168 -0.0013404672 0.0974260585 1.036656e-01 -0.1036925020 -1.589976e-01
## 169 -0.0423748779 0.1627230182 8.283256e-02 0.0031863227 1.802533e-01
## 170 0.0620355727 0.2324292279 -1.599309e-01 0.0687094486 -1.756016e-01
## 171 0.0775063519 -0.2666027225 -6.642365e-02 0.0659262202 1.140246e-01
## 172 0.0876359886 -0.2147702667 -2.376189e-02 0.2615308172 2.265831e-02
## 173 0.4132667983 0.0328941965 9.506609e-02 0.1563824513 -2.747495e-01
## 174 0.1816415143 -0.8838980502 4.578163e-01 -0.2090497169 4.462991e-01
## 175 0.0787915569 -0.0435158418 1.162575e-01 0.2041749566 9.975348e-02
## 176 0.3262271509 0.2450406901 7.120937e-02 0.4567510188 1.105077e-01
## 177 0.6163722984 0.3713908706 2.164241e-01 0.5529664469 1.740656e-01
## 178 1.0501714487 1.1971705851 2.378632e-01 -0.1188059692 1.461458e-01
## 179 0.9661240560 1.3052668147 -6.639878e-02 -0.6939318024 4.159111e-01
## 180 0.4900300326 0.0317854262 -1.982149e-01 0.2304963317 -2.288002e-01
## 181 0.9467917773 0.2189311382 -2.044332e-01 -0.1219106706 -2.795110e-01
## 182 1.3695791773 0.4890699080 -1.533064e-01 -0.6076258165 -2.496945e-01
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## 1168 0.2951248581 0.5969870185 3.843213e-02 0.0163279653 3.860150e-02
## 1169 0.2628922600 -0.0223197811 2.406172e-01 0.1398675579 1.737796e-03
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## 1179 0.7938319235 0.0566611863 -3.992675e-01 0.0863255832 -8.100045e-01
## 1180 2.8111252179 -1.1441902015 -2.347234e+00 -0.7309976104 -2.303202e+00
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## 1182 3.4252535090 -1.4623843891 -7.070633e-01 0.7962466127 2.151701e+00
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## 1193 1.2650243083 0.0537007747 1.081407e+00 -0.0419685548 6.454149e-01
## 1194 0.3341238684 0.0452434994 7.055934e-01 0.4256740680 3.034612e-01
## 1195 -0.0978356439 0.1882510741 2.890047e-01 0.5732379264 8.111600e-02
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## 1197 -0.2225440844 -0.6460759061 -1.011157e-02 0.2733505504 2.809732e-01
## 1198 -0.2843163378 -0.5757570972 6.641004e-02 -0.1166002476 1.138458e-01
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## 1201 -1.1977250570 -0.6395920512 -1.312835e-01 0.1440866544 1.076224e-01
## 1202 -0.4670739923 0.3874896012 -1.415182e-01 0.6588880843 -4.066522e-01
## 1203 -0.3058406091 -0.1299356305 5.763255e-02 0.3628969068 -2.340269e-01
## 1204 0.1041870618 1.4722180227 -3.587128e-01 -0.1868351963 -2.916536e-01
## 1205 0.0557341166 0.6618861268 -4.468167e-01 0.5869146525 -3.013957e-01
## 1206 0.1128957269 0.0299204857 8.511681e-02 -0.0816407447 4.391058e-02
## 1207 -0.2704320267 -0.6475626080 7.802367e-02 -0.0193257067 1.222512e-01
## 1208 0.6545001829 0.3131545548 -2.781243e-01 0.3885039390 9.728562e-02
## 1209 0.7366341866 0.5384053978 -4.303901e-01 -0.1785000063 3.478637e-01
## 1210 0.2184569997 0.5064088293 1.961824e-01 -0.0827745093 5.830063e-01
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## 1213 0.0046665357 -0.2455506088 -9.876556e-02 -0.5896054340 -1.749675e-01
## 1214 -0.1894516303 0.1819632504 2.684080e-01 0.9907603337 1.743679e-01
## 1215 -0.1412824440 -0.1215503167 -3.867638e-01 -0.8021766897 -2.644629e-02
## 1216 1.0954108401 -2.9023549636 -1.861799e+00 -1.4808526828 -1.174441e+00
## 1217 1.9988984525 -3.4671426533 -2.809875e+00 -0.2736941425 -1.237818e-01
## 1218 1.7446906162 -2.3653082276 -1.952859e+00 1.4008478521 1.491690e+00
## 1219 -0.4164982120 0.7409183484 2.870484e-01 -0.5939475871 -4.917917e-01
## 1220 -1.8479533913 3.2984020758 2.586130e+00 1.9748887857 1.288051e+00
## 1221 -2.5041865715 3.1651415457 2.125708e+00 -0.2933419451 -5.588152e-01
## 1222 -2.1240289408 1.7950319463 1.245923e+00 -1.9710282286 -1.408994e+00
## 1223 -0.8928225253 -0.9189596155 -2.156406e-01 -0.5692174999 -1.413402e-01
## 1224 0.4963684828 0.6007168043 -7.674556e-02 -0.0944710122 1.190599e-01
## 1225 0.2703420914 0.0579662751 -1.486658e-01 -0.3140738124 -4.133761e-02
## 1226 0.0421644656 -0.1181827371 4.229511e-02 -0.3552555450 -4.709476e-04
## 1227 -0.0430433378 -0.1591252516 1.481521e-02 0.0440562660 -9.803477e-03
## 1228 -0.2220488454 -0.4818067102 5.823010e-03 0.0614771498 1.444925e-01
## 1229 -0.2463675782 0.1227569702 -2.531804e-01 -0.2418393266 5.002976e-02
## 1230 -0.1770469497 0.2710614205 -8.239091e-02 -0.0140032927 -1.020307e-01
## 1231 -0.2723341804 -0.4310570160 3.709259e-02 0.4523115359 -1.331999e-01
## 1232 -0.2073524341 -0.1590384740 4.020591e-01 0.0093937938 4.032313e-02
## 1233 0.1871485522 0.0305539574 -5.901286e-02 0.2616559568 -1.721989e-01
## 1234 1.2478277922 -0.7277656394 -6.371160e-01 0.2301651466 -1.366355e+00
## 1235 3.4752003241 -1.6182185753 -6.797541e-01 -1.0396150754 -2.425309e+00
## 1236 3.0960453113 -1.3907732515 -1.499418e+00 0.8931046166 1.709994e+00
## 1237 0.7808732096 -0.3579627336 3.983347e-01 0.1481221567 -1.835532e-01
## 1238 0.1489427374 -0.3711634756 -1.678175e-01 0.6005824673 5.543097e-01
## 1239 -0.3467259192 0.2070985548 -4.601252e-02 -0.4742200741 -4.487548e-01
## 1240 0.8291231665 0.2611546698 1.842599e+00 -0.3572262096 -1.303416e-01
## 1241 1.6398548321 0.1424512017 2.522324e+00 -0.9311888436 -4.223661e-01
## 1242 2.6077669961 0.3970504676 2.863127e+00 -0.5966014953 -3.647829e-01
## 1243 1.7028114321 -0.0907666834 1.909762e+00 0.5965916111 1.039042e+00
## 1244 0.1038704014 0.4509182689 5.256056e-02 0.1824173416 -4.060810e-02
## 1245 -0.3782951989 -0.4702095876 -6.880231e-02 0.2326790737 -9.002922e-02
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## 1247 -0.3557918707 -0.6721905392 -2.775831e-01 0.0373657971 8.519529e-02
## 1248 -0.3608967413 -0.5129362530 1.132699e-02 0.0480675586 2.165608e-02
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## 1251 -0.1797845144 -0.2735896577 1.035415e-01 0.3680564949 -2.546144e-02
## 1252 0.0774324504 1.0847298569 4.981479e-02 0.8188357194 -4.292181e-01
## 1253 0.5475918240 1.2365833249 -6.191167e-02 0.0795896013 -4.190102e-01
## 1254 0.4835854571 0.2387609680 -1.515261e-01 -0.3952784504 8.226018e-02
## 1255 0.1957602078 -0.1562260340 2.222369e-02 -0.0621097630 1.506101e-01
## 1256 0.1308962480 -0.0314066377 5.155436e-02 0.1287512204 1.731918e-01
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## 1258 -0.3815878951 -0.6870773612 4.072578e-03 0.0431282152 -1.067142e-01
## 1259 -0.4724570158 -0.6748569233 -3.635440e-03 0.1963286090 -5.749966e-02
## 1260 0.2238325935 0.0387490406 -1.599981e-01 -0.2882589402 -2.506026e-01
## 1261 0.6417533774 -0.0111436526 -2.370806e-01 0.2138574781 -2.619406e-01
## 1262 1.1005166790 0.3384894289 -3.944229e-01 0.5828077346 -1.309508e-01
## 1263 0.0877287715 -0.2128438234 -2.964325e-02 -0.0619896718 -2.952601e-01
## 1264 0.3792905952 -0.0218235206 -3.321767e-01 0.1513608355 1.393506e-02
## 1265 0.4493647586 0.3465401805 -1.120118e-01 0.3712454368 2.743198e-01
## 1266 -0.2695183061 0.7256411637 3.912196e-01 -0.1201525239 3.776931e-01
## 1267 -0.2746711527 0.2661674249 -8.700694e-02 0.7142687053 3.968319e-01
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## 1270 0.5155734131 -1.7766468627 -6.930781e-01 -0.7195600641 -9.304896e-01
## 1271 1.6597832766 -3.0324957906 -1.994265e+00 -1.1764614142 -1.562641e+00
## 1272 2.3448893336 -3.3423837953 -2.600480e+00 0.2513381069 -2.742877e-01
## 1273 0.6090057654 -0.5603234940 -4.548025e-01 1.2832094612 1.027556e+00
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## 1275 -1.0721012779 1.6586374595 1.122663e+00 1.3042520625 1.245154e+00
## 1276 -1.8919579319 2.7495678565 1.919310e+00 1.1419428153 1.066378e+00
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## 1288 0.5523222211 -0.2070800416 5.626636e-01 0.5582248240 -2.376243e-01
## 1289 2.3086813143 0.6819859934 -5.498307e-01 -0.2601359304 -1.143358e+00
## 1290 3.9862390406 0.0222462733 -2.942974e+00 -1.9549276838 -1.142689e+00
## 1291 3.6943130743 -1.0310775153 -3.140857e+00 -0.8185098980 9.901629e-01
## 1292 2.1677521776 -0.7665563708 -9.388374e-01 0.6441922052 1.331075e+00
## 1293 0.9742473444 -0.0882332056 5.247991e-01 0.2311476156 3.054470e-02
## 1294 0.8581723040 -0.5421643913 8.099972e-01 -0.2308687994 -6.511620e-01
## 1295 1.1788937957 -0.9266578379 2.598204e-01 -0.2039654911 -3.697221e-01
## 1296 0.4196570215 -1.0085571309 -9.973488e-01 0.9944718721 8.696991e-01
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## 1298 2.2170523129 -0.3965306823 1.661542e+00 -1.1996346716 -9.003102e-01
## 1299 3.9166496754 -0.3934100778 2.865767e+00 0.2920927063 8.876841e-01
## 1300 2.6712747841 0.3273669387 2.628717e+00 1.2986584947 1.112573e+00
## 1301 1.2583459540 0.0614565354 1.313899e+00 0.6564134797 4.339639e-01
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## 1303 -0.0008424097 0.0364602465 5.400270e-01 0.4176586046 2.447699e-02
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## 1310 0.0720794420 -0.1144626331 1.415257e-01 0.1072251467 2.041951e-01
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## 1343 0.5483887280 0.5631893588 1.489306e-02 -0.3329898379 2.747422e-01
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## 1346 0.3743347304 0.0469263750 8.216062e-02 0.3176615442 -2.239520e-01
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## 1353 0.0511024196 -0.6385664062 6.221164e-01 0.3069049695 -2.061035e-03
## 1354 3.1987028492 1.6431349032 -1.514400e+00 -0.8559370387 -1.452635e+00
## 1355 4.0682731569 0.2274425651 -3.025600e+00 -1.8305511030 -5.597286e-01
## 1356 3.3431839914 -1.1282457320 -1.624013e+00 0.0258064270 6.090663e-01
## 1357 2.3412995291 -0.9260257174 7.820401e-01 0.6479982823 5.754333e-02
## 1358 3.0270219359 -1.8907466842 -8.136268e-01 -0.3716168784 9.233568e-02
## 1359 2.4901544383 -1.3169392344 7.797012e-01 0.2857976071 -1.818435e-01
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## 1558 1.0035062995 0.4165508944 -6.637876e-01 0.4200219488 -4.721606e-01
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## 1707 0.5943420839 2.2950488189 -2.867548e-01 -0.2677435825 9.474178e-03
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## 1733 0.3910481925 -0.2376121563 -3.499414e-01 0.2537938584 1.451852e-01
## 1734 0.3838719524 0.1062978319 -2.189732e-02 0.4284689457 -9.188815e-02
## 1735 0.3782888518 -0.3238039007 2.447100e-01 0.4860779049 -5.035569e-01
## 1736 0.6471464901 -0.5919788353 3.546724e-01 0.5326227984 -5.458913e-01
## 1737 1.0121852459 -0.1967920944 3.115503e-01 0.3081751760 2.196047e-02
## 1738 0.8673413958 -0.4316745317 3.288464e-01 0.1504601205 -1.260519e-01
## 1739 0.7726537001 -0.2085669267 3.906361e-01 -0.3990293278 1.724814e-01
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## 1746 0.2165526171 0.7176547181 2.035832e-02 0.2050375655 -4.473773e-01
## 1747 0.1696847429 0.1206118582 8.504466e-02 0.2031267376 -2.285622e-01
## 1748 0.6427603130 -2.0801399348 -1.113770e+00 0.2434638647 -1.482576e+00
## 1749 2.5530923992 -1.4784607129 -2.673424e+00 0.5480739286 -9.897500e-01
## 1750 2.8678916000 -0.3079270884 -2.273379e+00 0.3389789775 1.208475e+00
## 1751 0.4296932371 -0.1620997415 -1.583660e-01 -0.0848160076 2.712479e-02
## 1752 0.1123062046 -0.5303220816 -5.267946e-01 0.1761302124 -4.034793e-02
## 1753 0.0086729573 -0.4259591956 -4.812913e-01 0.0707040641 1.495848e-01
## 1754 -0.7246098718 0.6772731513 5.750644e-01 0.4935813942 4.988870e-01
## 1755 1.4459123476 -0.2679876164 1.691249e+00 -0.4817972711 -1.006019e+00
## 1756 -0.2523919054 -0.4967380199 1.801042e-01 -0.3429624201 2.103342e-02
## 1757 -0.1150442327 0.6264866835 4.918464e-03 -0.0763930472 9.586924e-02
## 1758 -0.2184577143 0.3113699049 4.442415e-02 0.0720132499 -3.486009e-01
## 1759 -0.1070039007 0.1367018331 -1.873258e-01 0.1459665901 -1.950667e-01
## 1760 -0.1675863302 0.3729073372 7.973726e-02 -0.4438371048 2.360123e-01
## 1761 -0.3891245229 0.4706463940 -6.582781e-02 0.3239403408 3.073449e-02
## 1762 -0.6955564651 -0.0712140060 -8.496766e-02 0.1634090236 -3.574222e-01
## 1763 0.1260866371 0.8163281024 -6.857389e-02 0.1722103466 -5.939187e-01
## 1764 0.4847995303 1.5760865915 -7.289738e-02 -0.1155503108 -4.069399e-02
## 1765 0.7718323601 2.3187011174 -1.244295e-01 0.1539480416 -1.856120e-01
## 1766 0.5592326280 1.7815864874 -1.541508e-01 0.1034227819 3.499687e-02
## 1767 -0.0621371230 -0.4072762925 1.549946e-02 0.1477285557 -2.056066e-01
## 1768 0.2320034761 -0.5354120691 -1.527834e-01 0.0537396581 -2.773388e-02
## 1769 0.3121599630 -0.3012988112 -6.443711e-02 0.0879674087 8.741155e-02
## 1770 0.0577212160 -0.2101397602 7.850128e-02 -0.1307685888 3.087907e-02
## 1771 0.0269292108 -0.3479335657 6.114832e-02 -0.0791233969 -9.488383e-02
## 1772 0.2267323095 -0.2377302087 -2.694165e-02 0.0813111091 1.188128e-01
## 1773 0.0063095418 -0.3379834568 1.374574e-01 -0.1765709263 1.286363e-01
## 1774 -0.0122270506 -0.2310090231 -1.672646e-01 -0.0460452567 1.437426e-02
## 1775 -0.2398288704 -0.0850604110 2.318363e-01 0.0975412157 9.805211e-02
## 1776 0.0701797803 0.1243616304 -2.222294e-01 0.0638197572 2.574921e-01
## 1777 -0.0421810858 0.0027324797 7.819583e-02 -0.3842972458 -1.129071e-02
## 1778 -0.0944730705 -0.0297113718 -4.457267e-02 0.2944989544 9.702729e-02
## 1779 -0.2338526573 -0.3353915338 1.467348e-02 0.0939354739 -6.597458e-03
## 1780 -0.1470312656 -0.3645802146 1.826622e-01 -0.0892872303 2.216427e-02
## 1781 -0.2186102250 -0.6031139007 -2.686660e-02 0.1538115516 -5.448145e-02
## 1782 -0.1017875653 -0.4473503890 1.468178e-01 -0.0065842544 -2.605133e-01
## 1783 0.0359743267 -0.1532949692 -2.777821e-01 0.1669900763 1.228182e-01
## 1784 -0.2229941300 -0.8362213602 1.610237e-01 0.2279984624 2.930580e-01
## 1785 -0.3171524986 -0.3095575310 1.135400e-01 0.0254879122 5.961515e-02
## 1786 -0.3578712066 -0.1715466112 1.835280e-01 -0.3574308945 2.035490e-01
## 1787 -0.3366080239 -0.1962210411 -5.415523e-02 -0.0961988833 1.301081e-02
## 1788 0.5733868906 0.3435053398 -3.377685e-01 0.0450546806 -5.266983e-01
## 1789 0.5723323852 -0.5726416817 -2.688001e-01 0.1831057410 -3.273732e-01
## 1790 -0.0240946410 -0.4295916920 -4.909766e-02 -0.1393195825 9.019616e-02
## 1791 -0.2039732765 -0.4658401229 -1.812587e-01 0.2887584526 -1.003568e-01
## 1792 -0.0004276146 0.0169227305 -1.348314e-01 0.3956721313 -2.034037e-01
## 1793 0.3505009432 0.5814355855 2.433184e-01 -0.2255497573 -1.941512e-02
## 1794 0.1113835031 0.0073830801 2.724553e-01 -0.2383074204 -2.523283e-02
## 1795 0.4081712419 0.0611124858 -3.026050e-01 -0.3326751440 -3.852832e-02
## 1796 -0.0375058211 -0.8021634670 -3.972486e-02 -0.2586400871 1.430179e-02
## 1797 -0.2917719591 -1.7897323196 -2.639137e-01 -0.4057888912 -2.189138e-01
## 1798 1.3346471590 -1.7040993459 -1.603583e+00 0.0111731556 -1.353441e+00
## 1799 2.7392601623 -0.6754257806 -2.744799e+00 0.3740652430 -4.341783e-01
## 1800 2.4564699062 0.1060456149 -1.700938e+00 0.4164037456 1.435838e+00
## 1801 0.3292807436 -0.8591994759 -4.859098e-01 0.0230420428 -4.600800e-03
## 1802 0.3222148099 -0.4529134946 -5.337610e-01 0.0208723703 1.545971e-01
## 1803 -0.2643709663 0.0123135190 1.003590e-01 0.3000554605 2.205114e-01
## 1804 0.0072313340 0.1597462559 9.549436e-01 -0.6453284349 -1.123718e+00
## 1805 2.8391812704 -0.6426735763 2.536501e+00 0.1588938309 -1.001099e+00
## 1806 3.5137786455 -1.4282229311 2.477403e+00 0.1615569320 2.113447e-01
## 1807 -0.4602549132 -1.0151664641 4.068843e-01 0.1877895088 -5.081872e-02
## 1808 -0.4103155412 0.2723572738 -5.719521e-02 -0.1039242510 -4.714236e-02
## 1809 -0.2457021686 0.1655964753 -1.777124e-01 -0.1519668339 -1.577039e-01
## 1810 0.0184737171 0.3776263871 -2.935560e-01 0.0885471432 -1.416233e-01
## 1811 0.0275202440 0.3490406872 2.182358e-01 -0.3876958097 4.051231e-02
## 1812 0.1522369234 0.8022373397 -1.851690e-01 -0.2205142641 3.676923e-01
## 1813 -0.1630804495 -0.1918253682 6.157859e-02 0.5244410109 -4.727831e-01
## 1814 0.1651103864 -0.1090464984 8.390299e-03 0.6025377971 -3.410281e-01
## 1815 0.0342364641 -0.5014997213 -1.059537e-02 0.1574059093 -9.626448e-03
## 1816 -0.0242101228 -0.2963280368 7.945064e-02 0.0477929437 2.211016e-01
## 1817 0.0969354434 0.2442355653 2.057532e-01 0.1906817950 4.743850e-02
## 1818 0.2844470037 0.6936105283 2.739814e-01 -0.1826014634 3.800321e-02
## 1819 0.5938478565 1.3774787961 -2.079935e-02 -0.4291197936 1.863226e-01
## 1820 0.9101746682 2.2417322511 2.211639e-02 0.0022714720 -1.110970e-01
## 1821 -0.1015801805 -0.5599760546 2.266944e-01 0.1283971556 -7.031891e-02
## 1822 0.0624883384 -0.4021662305 -1.964447e-01 -0.0136303785 1.906052e-01
## 1823 -0.1470952972 -0.2242139782 2.124804e-01 -0.0308620332 1.680550e-01
## 1824 0.0116232450 -0.0244348414 -7.014314e-03 -0.0211715347 1.081172e-01
## 1825 0.0680274048 -0.0376799808 3.525001e-02 -0.0870557037 -4.076848e-02
## 1826 0.1754536642 -0.4049716444 2.441472e-01 -0.1801632199 -1.402932e-01
## 1827 0.4978361009 -0.2446960279 2.514704e-01 0.2924621381 -1.048665e-03
## 1828 0.4161696782 -0.2135221378 -9.311062e-02 -0.0991536281 1.853988e-01
## 1829 -0.0759324513 -0.0164315858 8.718194e-02 -0.3656368290 2.887456e-01
## 1830 -0.3132792509 0.0656966391 1.370147e-01 0.0671522047 2.256183e-01
## 1831 0.1726165648 0.0433814698 -2.904507e-01 -0.2366964901 -3.723971e-01
## 1832 0.4078427139 0.0163402299 -1.271525e-01 -0.1639739960 -8.251393e-02
## 1833 0.0553816172 -0.2309319022 5.263849e-02 0.1725443001 2.268042e-01
## 1834 -0.0539640100 -0.0135787144 5.879528e-02 -0.2130359151 2.209521e-01
## 1835 -0.0783536584 -0.1771128270 -1.544384e-01 -0.1102117903 -1.379950e-01
## 1836 -0.2412965248 -0.3936304376 1.076188e-01 0.4216857707 1.139604e-01
## 1837 -0.2086492400 -0.0321056254 1.650715e-01 -0.0483541516 7.306219e-02
## 1838 -0.2706783661 -0.2336869796 -1.212304e-01 -0.0876852358 3.860504e-02
## 1839 -0.3204870822 -0.5789252911 -1.485998e-01 -0.0636377229 9.311313e-02
## 1840 -0.3489821578 -0.2412145854 5.211411e-02 -0.1018498292 1.126204e-01
## 1841 -0.4257218091 -0.0117516072 5.253575e-03 0.1736213681 4.704191e-02
## 1842 -0.4702828000 -0.2933217170 -8.608155e-02 0.3217209819 -1.890855e-01
## 1843 -0.2910192549 -0.4599295456 -1.856155e-01 0.8715657654 -2.873970e-01
## 1844 0.2872740703 0.3815434692 2.088589e-01 0.3907642733 1.614077e-01
## 1845 0.1341249049 0.1899251269 2.602571e-01 0.0710132571 1.375347e-01
## 1846 0.3647657908 0.8990255716 4.204864e-01 -0.3852664654 1.430097e-01
## 1847 0.5714723542 1.4010016062 2.395890e-01 -0.3747651949 -2.689880e-02
## 1848 0.4192343614 0.7142168323 -3.187357e-01 -0.3321154718 2.410167e-01
## 1849 -0.5785724156 -1.3250805281 2.976484e-02 -0.5644188205 -2.828898e-02
## 1850 0.2442886834 -1.4479318458 -4.896227e-01 -0.3199179261 -8.189408e-01
## 1851 2.1471239020 -1.1181740486 -1.815442e+00 0.2610226812 -1.501200e+00
## 1852 3.0435919695 -0.4688097797 -2.713187e+00 0.7693219761 3.081393e-01
## 1853 2.0464225516 0.0015500528 -1.408033e+00 0.0020469145 1.553069e+00
## 1854 -0.0381346489 -0.5225378810 -4.717879e-01 -0.1516327740 -3.260740e-01
## 1855 -0.0046738201 -0.3205116940 -1.835683e-01 0.5213079817 2.309052e-01
## 1856 -0.3658119270 0.3816940943 4.744644e-01 0.5131819327 4.505169e-01
## 1857 0.1487764876 0.3498145232 2.991366e+00 -0.9778025421 -1.628448e+00
## 1858 1.9293133195 -0.6681631613 2.309513e+00 0.3820627712 4.854488e-01
## 1859 1.2387377718 -0.4510657235 1.324798e+00 0.0669512997 1.040268e+00
## 1860 -0.3287613882 -0.9128691557 3.029557e-01 -0.2144733041 1.061492e-01
## 1861 -0.3364075782 -0.5351231231 -4.155712e-02 0.0780671650 5.873372e-02
## 1862 -0.2323613655 0.0180617511 5.361060e-02 -0.0118701019 -1.200347e-01
## 1863 0.0028325089 0.4594047303 9.759202e-02 -0.4691401841 -8.916681e-02
## 1864 0.0166091536 0.3833985598 -1.228993e-01 -0.2506172284 1.777274e-01
## 1865 0.0616564056 0.3199028964 1.130457e-01 0.1436396656 2.037979e-01
## 1866 -0.0356434792 0.2807275796 -1.903285e-01 0.0600513872 -2.995751e-02
## 1867 0.1169848512 0.7982014047 -1.147864e-01 0.2121474268 -3.955064e-01
## 1868 -0.2218236186 -0.4937699044 4.480981e-02 0.3635505909 -4.959650e-02
## 1869 -0.1417135492 -0.5206832887 2.866211e-02 0.0488012805 -8.393750e-02
## 1870 0.2788685337 0.5768741866 1.914688e-01 -0.6806982772 2.442523e-01
## 1871 0.3376293356 1.1848371269 1.835311e-01 -0.5052528989 3.406603e-01
## 1872 0.5304812098 1.6994672078 -1.329404e-01 -0.0025024363 6.553280e-02
## 1873 0.6665097247 1.9080784043 1.439531e-01 0.3544916377 -1.251456e-03
## 1874 0.6164034038 1.5610216602 -1.464579e-01 -0.1417069928 -1.938230e-01
## 1875 -0.0364385767 -0.1276583046 -4.205987e-02 0.0627439317 7.489084e-02
## 1876 -0.3757262142 -0.6544548552 1.298665e-01 0.1217530544 1.184969e-01
## 1877 -0.1649547064 -0.3186093603 -2.785996e-01 -0.0586689653 -1.025737e-02
## 1878 -0.0324927027 -0.1431606416 -4.321342e-02 -0.1431308173 -1.461758e-01
## 1879 0.1239537413 -0.2498067914 2.851699e-01 -0.0525956993 -1.923887e-01
## 1880 0.3100672463 -0.2960873278 6.650266e-02 0.2225005161 -9.014300e-02
## 1881 0.2246438908 -0.1568593651 1.776738e-01 0.1203348526 1.467648e-01
## 1882 0.0340935847 -0.0077065935 2.565872e-01 -0.1719374196 1.890834e-01
## 1883 -0.1932823286 -0.1394024985 -8.811691e-02 0.1468710652 1.179608e-01
## 1884 -0.1740513051 -0.0113842507 7.135265e-03 -0.3210762727 -1.645490e-02
## 1885 -0.1739709700 0.0997277681 -5.634051e-02 0.0401389674 1.456843e-01
## 1886 -0.1645327283 0.0938480272 -2.692199e-03 0.2628650783 -2.350331e-01
## 1887 0.1115515102 -0.2139078343 9.263799e-02 0.1405969189 -2.267810e-02
## 1888 0.0356416041 0.3871108851 -7.233195e-02 -0.4654947745 2.268281e-01
## 1889 -0.1645949125 -0.1722031994 8.717884e-02 -0.2052327429 -6.319379e-02
## 1890 -0.2718062732 -0.5201558369 3.064938e-02 -0.0790259068 1.460502e-01
## 1891 -0.2919451475 -0.6126276904 -1.203296e-01 0.2304634790 1.618164e-01
## 1892 -0.3061640686 -0.3644456741 -4.316511e-03 -0.1002662930 2.045646e-01
## 1893 -0.2837217148 -0.0431246374 2.020997e-01 -0.1301920252 2.425164e-01
## 1894 -0.3018070298 0.0098623381 1.069699e-01 0.0791722975 8.168536e-02
## 1895 -0.2961002381 -0.2037287041 -8.628632e-02 0.0183460230 -1.892984e-02
## 1896 -0.2278135717 -0.2322507409 -2.580916e-01 0.0046517131 1.302418e-01
## 1897 -0.2779757297 -0.3039079449 1.271733e-02 0.2339101625 8.280732e-02
## 1898 -0.4608232287 -0.4157305472 -1.466272e-01 -0.3675770921 1.190047e-01
## 1899 -0.4792245037 -0.0047869334 -9.911322e-02 -0.1175194640 -6.768143e-02
## 1900 -0.4543928349 -0.1245745063 -1.284313e-01 -0.0278720157 -5.155540e-03
## 1901 -0.6679392607 -0.4932530829 -9.507314e-02 0.1286206858 5.156512e-05
## 1902 0.2051768683 1.7579836587 2.348787e-01 0.0229943583 -1.634999e-01
## 1903 0.2504143071 1.2527028401 -1.994914e-01 -0.7766427094 -2.664994e-01
## 1904 3.1211737455 -0.5745656080 -2.211295e+00 0.8238543958 4.843678e-01
## 1905 2.0192821512 -0.3921492593 -1.239905e+00 0.0565088487 1.526744e+00
## 1906 0.5688917319 -0.2499866722 -3.689155e-01 -0.6424558671 3.174569e-01
## 1907 0.5085941667 -0.1330389026 -1.196172e-01 -0.3327202527 -4.399650e-01
## 1908 0.2855350375 -0.2719517504 -3.098917e-02 0.5593094517 5.588613e-01
## 1909 -0.6446896979 0.6134421014 1.206107e+00 0.5288274041 7.604307e-01
## 1910 -1.6312521898 1.6495049820 3.352507e+00 -0.0280472989 8.085562e-01
## 1911 -1.8261125353 1.4962419025 3.920333e+00 -0.9394996156 -5.175976e-01
## 1912 -0.0619354837 -0.1244477890 4.924339e-02 -0.8059418508 7.306243e-03
## 1913 0.0285772265 0.5517218214 2.150325e-02 0.0545284333 2.434594e-01
## 1914 -0.0721243391 0.3189734044 -1.080777e-01 0.1457095268 -2.533054e-01
## 1915 0.0286790403 0.4723381415 -3.063756e-01 0.1219158763 -4.665553e-02
## 1916 0.2002292461 0.5705531872 1.076482e-01 0.1480331241 -3.127608e-01
## 1917 0.0606932223 -0.2132510600 1.423639e-01 -0.0754274145 -4.646649e-02
## 1918 -0.2541728603 -0.7037947138 -7.366395e-02 -0.1846050339 4.911710e-01
## 1919 -0.4530506232 -0.6906599637 1.351886e-01 0.0447212561 -2.975833e-01
## 1920 0.5558279909 1.3711673725 3.928466e-02 -0.9279759557 4.869476e-01
## 1921 0.4305129274 1.8390455465 -3.466232e-02 -0.6590681055 4.459940e-01
## 1922 0.0371612460 1.5609445019 -3.260885e-01 0.3288177483 3.847196e-02
## 1923 0.3197621576 1.5760048029 1.221002e-01 0.5933978584 -1.363418e-01
## 1924 0.5882482894 1.2361449098 -7.496207e-02 0.1964191385 -7.209049e-03
## 1925 -0.2635417505 -0.5874669347 1.038895e-02 -0.0430844658 1.779263e-01
## 1926 -0.0460832642 -0.3301851777 -6.852315e-02 0.0373001068 -1.333154e-01
## 1927 0.1359554014 -0.2967833837 3.822344e-01 0.0514192499 6.373331e-02
## 1928 0.0416422035 -0.2989890778 -9.477686e-02 0.1223343003 7.122347e-02
## 1929 0.0478127238 -0.0001381377 -7.393514e-02 0.0481240723 2.690845e-01
## 1930 -0.0835157933 0.3117870618 1.835307e-01 -0.3730776637 1.303910e-01
## 1931 -0.2672820843 -0.0228812436 -2.137449e-01 -0.2620503347 2.634103e-01
## 1932 -0.4712748956 -0.0849817822 -1.429722e-01 -0.0227810399 2.657112e-01
## 1933 -0.3855323642 0.2620272516 5.002657e-02 -0.0731530282 -3.775753e-02
## 1934 0.1763919590 0.3881791045 -1.301176e-01 -0.0328690514 6.506672e-02
## 1935 -0.4591891226 -0.2526414249 1.211972e-01 0.0663947607 3.014972e-01
## 1936 -0.4463916563 -0.2236456975 9.632365e-02 0.3709490798 -5.737716e-02
## 1937 -0.1816642233 -0.0718147393 -8.742340e-02 -0.1580190731 1.278002e-01
## 1938 -0.0408342589 0.1990955467 -2.220562e-01 -0.3670738265 9.180187e-02
## 1939 0.2550885837 0.6306302701 1.748644e-02 -0.0566233086 -5.695090e-02
## 1940 -0.1789482674 -0.2838574417 5.972715e-02 -0.4647691441 -1.177893e-01
## 1941 -0.2541343746 -0.6323132015 -5.060813e-02 -0.2826941188 -6.389010e-02
## 1942 -0.1951190991 -0.3861316390 -2.086526e-02 0.2114190134 7.288472e-02
## 1943 -0.2061419169 -0.0112327547 -3.229068e-02 0.1362103191 1.037912e-01
## 1944 -0.3376328701 0.0665497379 -9.023739e-02 -0.0427380779 7.224568e-02
## 1945 -0.3354943895 -0.0639157777 4.095805e-02 -0.1561878346 -1.632876e-01
## 1946 -0.3554444695 -0.5070132886 -2.892345e-02 0.1139717431 2.094208e-01
## 1947 -0.2529832681 -0.3306632428 -1.432549e-01 0.0251547619 -6.706828e-02
## 1948 0.3468004813 1.5793649668 1.231707e-01 -0.0403554192 -2.200830e-01
## 1949 0.2360577990 0.6202739523 1.030393e-01 -0.3703218152 -1.530350e-01
## 1950 -0.0841062545 -0.1634933240 3.263399e-01 -0.4752502519 8.394312e-02
## 1951 -0.1952132887 -0.7288331175 -2.988938e-01 -0.3281488713 -4.808948e-01
## 1952 1.0815783370 -1.4333732543 -1.028862e+00 -0.2237419287 -1.477260e+00
## 1953 2.8023532855 -1.3846788012 -2.088761e+00 0.6156746190 -1.279759e+00
## 1954 2.1090173393 0.1157282533 -7.264828e-01 -0.4325755365 1.338324e+00
## 1955 1.3441307608 -1.2176103332 -1.565274e-01 -0.1488107243 -2.665524e-01
## 1956 1.8491598675 -0.5164849914 1.753223e+00 -0.1439180438 -9.676629e-02
## 1957 1.3412712861 0.3580594469 3.495446e+00 0.6578354563 7.192032e-01
## 1958 0.4457851235 0.7439476041 3.893193e+00 0.5871419258 9.501213e-01
## 1959 -0.2309638457 -0.1517346377 1.674819e+00 0.2625551375 -1.897384e-01
## 1960 -0.1687275672 -0.4452648526 6.316403e-02 0.3313006454 -1.678651e-01
## 1961 -0.0290095110 0.8360368510 -1.129517e-02 -1.2080973340 7.952118e-01
## 1962 -0.3018113564 1.0978894535 -2.211849e-01 -1.2810275436 7.989137e-01
## 1963 -1.0709550447 -0.7429713489 -2.210937e-01 2.2455713428 -6.717135e-01
## 1964 -0.5886224620 -0.6788169476 -1.198122e-01 1.2454436185 -6.406598e-01
## 1965 0.2970295690 0.5873467378 2.452106e-01 -0.0852244000 4.037524e-02
## 1966 0.2652455917 0.2840134150 -1.588400e-01 -0.4695866555 8.358645e-02
## 1967 0.2102311891 0.3037760471 -2.769475e-01 -0.1748005552 1.613421e-01
## 1968 0.0551538881 0.3682453546 3.180165e-01 0.0461932797 -6.656152e-02
## 1969 -0.1164520654 -0.1785270493 5.416996e-02 0.0274795497 -1.810473e-01
## 1970 -0.1496082800 -0.6929769475 1.372507e-01 -0.1733466815 -9.706628e-02
## 1971 -0.1048647302 -0.5745476598 4.458989e-01 -0.5979047815 4.118324e-02
## 1972 0.2481317519 0.5960627326 1.154407e-01 -0.4644228353 3.755497e-01
## 1973 0.5533736283 1.9462398325 -2.283497e-01 0.1408527268 6.547972e-02
## 1974 0.4488999486 2.3333572139 -3.133828e-01 -0.0679294797 -4.984629e-02
## 1975 0.1282427760 1.3485746683 -2.824085e-01 -0.0449496857 -2.236458e-01
## 1976 -0.2517796907 0.3304122584 -3.608432e-02 0.3838568808 -2.542791e-01
## 1977 0.1877339311 0.7308589851 2.713975e-01 0.5385341011 -2.833306e-01
## 1978 0.4387138359 0.8132474826 -9.244818e-02 0.6016017158 -2.738202e-01
## 1979 0.1897868954 -0.1343971536 -1.035887e-02 -0.0247368068 7.069000e-02
## 1980 0.0016913407 -0.2266693196 -3.473246e-02 -0.2155285530 1.923988e-01
## 1981 -0.1967262949 0.1754049720 -3.415288e-01 -0.1225753656 3.373082e-01
## 1982 -0.0711074027 0.6251194123 8.055860e-02 -0.0783369944 8.621900e-02
## 1983 -0.1026332675 0.0188916638 -7.491880e-02 -0.1759132434 -3.103410e-01
## 1984 -0.0272888931 -0.2151007519 -6.364962e-02 -0.0217533637 1.085956e-01
## 1985 -0.0439955644 0.0269566498 8.327168e-02 0.2756014152 8.395249e-02
## 1986 -0.2134546627 -0.0114925075 -6.709203e-02 0.1585707395 6.747950e-03
## 1987 -0.0514128039 0.2383874892 -1.129031e-01 0.2248291503 -2.578033e-01
## 1988 0.0626677782 -0.0692709163 2.286167e-02 0.1637603528 -3.741900e-01
## 1989 -0.1688558458 -0.2125729137 2.237412e-01 -0.0164175475 1.390858e-01
## 1990 0.0574011431 0.0099367774 1.574912e-01 -0.2798905493 -4.693987e-02
## 1991 0.2764063652 0.3582205191 3.965035e-03 -0.2484951063 9.816964e-02
## 1992 0.4712742944 0.5617608766 2.456213e-02 0.1111970396 1.767949e-01
## 1993 0.2014439392 0.1050701253 -6.109716e-02 0.0002339666 4.509290e-02
## 1994 -0.2425649657 -0.1277145751 6.493835e-03 0.1850637364 3.331796e-01
## 1995 -0.3632074319 -0.2203618584 3.539070e-02 -0.3486828820 -6.791896e-02
## 1996 -0.3011746382 -0.3309862210 -1.833026e-01 -0.1278916942 1.373810e-01
## 1997 -0.2453374176 -0.1917587674 -4.972048e-02 0.2819200230 8.358145e-02
## 1998 -0.2920015046 -0.0236361807 -5.645657e-02 0.0377528932 3.814403e-02
## 1999 -0.3423522854 -0.0580860785 4.250807e-02 0.0395015230 9.955376e-02
## 2000 -0.3102703027 -0.1694906866 -5.221054e-02 -0.0361170813 -3.471382e-01
## 2001 0.0137007043 1.0325202761 2.214851e-01 -0.0742433635 -1.010686e-01
## 2002 -0.1701354312 0.4437191507 2.309288e-01 -0.1452044042 1.953799e-02
## 2003 -0.2621830590 0.0164110057 1.714430e-01 -0.0700330268 1.580764e-01
## 2004 1.3382831801 -0.7115669188 1.036732e+00 -0.5453847963 -7.603279e-01
## 2005 4.1477591695 -1.7117969191 2.425640e+00 0.4256951208 -6.014033e-01
## 2006 3.8551013855 -1.0294380200 2.944673e+00 0.8771127684 3.013398e-01
## 2007 2.3761453987 -0.2847710573 2.711536e+00 1.2933925237 1.354256e+00
## 2008 0.7360062294 -0.4479697279 1.528953e+00 0.1324830163 9.689865e-01
## 2009 -0.8193275296 1.5391528159 -6.256850e-01 0.4883253069 -2.424201e-02
## 2010 -1.5103754188 -0.3643924343 -7.079840e-01 1.1683776853 -5.920942e-01
## 2011 -2.0945027616 -2.7799075771 -3.281244e-01 2.0495885388 -7.433091e-01
## 2012 -1.2393886954 -2.0431578775 2.191268e-01 1.0638911733 -2.094269e-01
## 2013 -0.0508537309 0.0684329240 2.338086e-01 -0.0253351676 -3.139202e-02
## 2014 0.4053820662 0.6829553902 -1.580262e-01 -0.3413342438 5.503962e-02
## 2015 0.3930309432 0.5215287573 -2.068416e-01 -0.0562159074 -4.086647e-02
## 2016 0.1085066493 0.2074456806 3.110668e-01 0.1624628304 9.185838e-04
## 2017 -0.0797852552 -0.1150925824 4.738539e-02 -0.0533999163 2.043758e-01
## 2018 -0.1363763629 -0.3164072108 2.911854e-01 -0.6877246585 7.189293e-02
## 2019 0.2419886162 1.0359659254 -3.431424e-02 0.0277277021 9.532749e-02
## 2020 0.4876625794 1.7069512573 -3.572199e-01 0.4236012070 -9.616814e-02
## 2021 0.7071490863 1.8585602225 -2.551955e-01 0.6045917106 -8.569676e-02
## 2022 0.0383304737 0.0655380525 2.849605e-02 -0.0543980923 1.348111e-01
## 2023 0.0106522797 0.3911504500 2.212966e-01 0.3362963538 1.953199e-01
## 2024 0.0839507514 0.0407357092 -9.813696e-03 -0.2403494473 1.253004e-01
## 2025 0.1818040464 0.0565428814 8.807351e-03 -0.2587357221 1.294659e-01
## 2026 -0.1851294640 -0.1185626106 4.101955e-02 -0.2383826510 2.505963e-01
## 2027 -0.3892015918 -0.1486614006 -6.413627e-02 0.0622280521 1.515216e-01
## 2028 0.2189856192 0.4817713898 1.514366e-01 0.0998308274 1.674610e-01
## 2029 0.0032762758 -0.2297269287 -1.228234e-01 0.1253672051 -5.264524e-04
## 2030 -0.0499943163 -0.2253376371 2.193041e-03 0.1481727075 9.493410e-02
## 2031 0.0187636179 0.1386232604 -4.114869e-02 0.0214211701 2.626900e-01
## 2032 -0.0386746685 -0.0212329902 -4.721521e-02 0.2381657767 3.285568e-02
## 2033 -0.0214403986 -0.2336588229 2.745827e-01 0.1236614031 7.713373e-04
## 2034 0.2112659653 -0.1404814797 2.249998e-01 -0.3549355023 1.044222e-01
## 2035 0.0949760418 -0.1808284438 2.486083e-01 -0.3911852989 1.509081e-01
## 2036 0.2124697422 0.0868285760 2.269723e-01 -0.0209697994 -1.747139e-02
## 2037 0.4701075150 0.3197121588 1.158020e-01 0.2180846307 -1.215435e-01
## 2038 0.3417297259 0.3864942585 -9.042359e-02 0.1493693961 1.955913e-01
## 2039 -0.1367830811 -0.0430957950 1.309049e-01 -0.0380223139 1.437590e-01
## 2040 -0.2912558222 -0.4100194931 -1.758613e-01 0.1603216779 -1.558495e-02
## 2041 -0.1625867048 -0.2968525258 -3.201107e-02 0.3290271055 -2.068311e-01
## 2042 -0.3972898460 -0.0895740837 -2.106996e-01 -0.3151836651 2.281046e-01
## 2043 -0.3825705170 -0.0421906116 -2.974922e-01 -0.2181524550 2.322510e-01
## 2044 -0.4580067162 0.0601670803 -2.077986e-01 -0.1109823376 5.936446e-02
## 2045 -0.3979478713 -0.2001131557 -3.062759e-01 0.6001196373 -2.752757e-01
## 2046 -0.4514878285 -2.1153821031 9.880982e-02 0.1780239884 -1.955152e-01
## 2047 -0.2523155107 -1.3182049873 -1.301847e-02 -0.3940660569 4.139707e-01
## 2048 0.0211441449 0.3902823913 2.984129e-03 0.0422839859 1.243653e-01
## 2049 0.1430077339 1.1891395358 3.033989e-01 -0.3692273864 1.926483e-01
## 2050 -0.0325276999 0.6837830179 3.830837e-01 -0.4013178636 3.165961e-04
## 2051 -0.1030868692 -0.4939702473 2.468064e-01 0.2393352681 8.073164e-02
## 2052 3.3621877521 -0.0049922305 -1.505869e+00 0.0894213592 -6.917272e-01
## 2053 3.5075928129 -0.3936425591 4.685756e-01 0.1429541935 2.831300e-01
## 2054 2.9036128593 -1.3600377177 1.943274e+00 0.1630853602 -3.022736e-01
## 2055 3.0533927344 -1.7640292030 1.717106e+00 0.3994476759 -5.578825e-01
## 2056 2.5271874836 -1.1738107861 1.872384e+00 0.5700811591 5.118172e-01
## 2057 1.6958282614 -0.4503042049 1.507469e+00 0.2577709313 8.971394e-01
## 2058 0.8817073514 0.0484287860 7.144994e-01 -0.2555488064 6.691126e-01
## 2059 0.3417441872 -0.0403138679 2.920102e-01 -0.3617662865 3.647255e-01
## 2060 -0.4050691804 0.8304465687 -6.406223e-01 1.0037238332 -8.037768e-01
## 2061 -1.0877206977 -1.0807455792 -3.418463e-01 -0.5930184893 -1.643245e-01
## 2062 -2.0179855534 -3.1385785329 1.450333e-01 1.3087998420 -1.375821e-01
## 2063 -0.7157360449 -0.4059282619 2.805055e-01 0.9865141139 -3.247601e-01
## 2064 -0.0301956158 0.7798925209 -2.969669e-02 0.1306375605 1.774668e-01
## 2065 0.0976679380 0.6322502712 -1.107367e-01 -0.1946380288 -1.036065e-01
## 2066 -0.0510813376 0.2731030022 1.166189e-01 -0.0535347732 1.698080e-01
## 2067 -0.1484630024 0.0434392893 -1.357358e-01 -0.2074157136 9.121458e-02
## 2068 0.5732764089 1.1925493705 -1.267404e-01 0.5462103000 -2.765523e-01
## 2069 0.4394382890 0.7016549037 -5.817411e-02 0.4245941639 4.292721e-02
## 2070 -0.1326973664 0.2763126892 3.808480e-03 -0.1402133109 2.115318e-01
## 2071 -0.1064385994 0.3480250979 3.395933e-02 -0.2003697579 7.538977e-02
## 2072 -0.1183012185 0.4317875524 1.072635e-01 -0.3422804888 -5.474650e-02
## 2073 0.1051036521 0.3034203087 9.852526e-02 -0.0506620362 -1.499324e-02
## 2074 0.0624479746 -0.3215848943 -8.172035e-02 0.0949948855 1.469165e-01
## 2075 -0.0908581361 -0.3092191308 5.026373e-02 0.0171699831 -1.208059e-02
## 2076 0.1856560040 0.2230553496 -1.598372e-01 0.0247332973 5.620925e-03
## 2077 -0.1164231735 -0.3407055519 -6.797812e-02 0.1768681874 -2.707794e-02
## 2078 0.0890479414 -0.3171266922 -8.140020e-02 -0.0580261660 -2.534118e-02
## 2079 0.2563078526 0.0974523427 -4.502639e-02 0.0524289690 4.683238e-02
## 2080 0.1771795386 0.1326017186 1.787841e-01 -0.0614017862 3.557227e-02
## 2081 0.1422286692 0.0544845463 7.064836e-02 -0.1489680877 -1.585490e-01
## 2082 0.0144015483 0.1879306888 1.034088e-01 0.1269979819 2.553845e-01
## 2083 0.1483059437 0.2999685344 -9.764138e-02 0.1364965427 -3.622503e-01
## 2084 0.1961946137 -0.3475109672 5.679468e-03 -0.1538725719 1.173391e-03
## 2085 0.2791127310 -0.2772234712 3.238139e-02 -0.0979173045 -6.787865e-02
## 2086 0.3147304033 -0.2449383871 1.889578e-01 0.0191120911 -8.242063e-03
## 2087 0.2468686349 -0.1796749617 1.080068e-01 0.1234976557 1.365011e-01
## 2088 -0.0730375190 -0.4567376172 4.582320e-02 -0.0391006098 1.309490e-01
## 2089 -0.1175333962 0.0451839077 -5.012744e-02 -0.1642790050 2.098876e-01
## 2090 -0.0993158800 -0.1671727776 -6.708332e-02 0.1747154231 -1.299731e-01
## 2091 -0.6712023791 -2.2537760863 1.994492e-01 0.3205276834 1.325121e-01
## 2092 -0.0978290956 -0.9422922011 -1.058225e-01 -0.5746696608 2.802397e-01
## 2093 0.4163761202 0.3321176009 1.726788e-01 0.0006923243 -5.636027e-02
## 2094 0.7839395584 1.0985286412 2.574706e-02 0.5561291917 4.723990e-02
## 2095 1.0229751600 1.5326747922 -1.183970e-01 0.3581087755 -1.014475e-01
## 2096 0.7418238907 1.0406867955 5.098158e-01 -0.0125932525 -2.405424e-02
## 2097 0.4615220464 0.2750258858 5.470420e-01 0.3589237716 -1.619400e-01
## 2098 0.2322042827 -0.2707188566 1.459354e-01 -0.2498682957 1.376461e-01
## 2099 1.8984900037 -0.2909120256 -8.756300e-01 0.2969635568 -1.097589e+00
## 2100 2.3284205421 -1.0554663537 1.644058e-01 1.4536648250 -6.456113e-01
## 2101 1.5223022346 -1.2427352587 1.441523e+00 0.4029392725 3.262465e-01
## 2102 0.9435587339 -0.8982429260 9.294505e-01 -0.3413210513 7.698256e-01
## 2103 0.4566346436 -0.1496184666 3.858732e-01 -0.5895742283 9.645174e-01
## 2104 0.1579426102 0.3656569765 1.165956e-01 -0.3010535421 4.572839e-01
## 2105 0.1338959145 0.5254534845 1.197554e-01 -0.2554499018 -2.792071e-02
## 2106 0.1467720959 0.1878784250 8.229837e-02 0.1426010157 1.309389e-02
## 2107 -0.0607766866 -0.2526579665 -2.081755e-01 0.0837957090 -9.714516e-02
## 2108 -0.3021181077 -0.7810002801 -7.555637e-03 -0.8514719440 -3.081415e-02
## 2109 -2.1545085724 -3.7227105188 4.986262e-02 0.1662053653 3.559829e-01
## 2110 -1.4242927848 -1.5341766062 2.244859e-01 1.4501140127 -1.935621e-01
## 2111 0.1386609018 0.9148845117 -1.165450e-03 -0.0099366846 -6.730971e-02
## 2112 0.0483244179 0.1611828239 5.820177e-03 0.0110053415 1.509295e-01
## 2113 0.0624595439 0.2159386426 3.913440e-02 -0.1440786799 -4.190782e-02
## 2114 0.0809930623 0.6804504218 2.277702e-01 -0.2129570107 1.823377e-01
## 2115 -0.1093176633 0.7505878549 -2.455295e-01 0.2844163972 1.265595e-02
## 2116 -0.0402366645 0.7340046475 -1.552542e-01 0.3892576106 -1.491797e-01
## 2117 0.1504898365 0.2263222388 6.124644e-02 0.3076196638 -4.142004e-01
## 2118 0.7212464232 0.4422351125 1.082165e-02 -0.4374597072 1.947284e-01
## 2119 -0.0031893435 0.0687809525 5.467118e-02 0.1513891938 7.257465e-02
## 2120 0.0560600926 -0.2702955890 2.490216e-01 -0.1942138551 -6.910903e-03
## 2121 0.2700569886 0.1094506844 -8.679131e-02 0.1169433856 1.692741e-01
## 2122 -0.1379568150 -0.4425731210 -2.661153e-02 0.0957270230 -2.549955e-02
## 2123 -0.0394799290 -0.5131174641 1.018118e-01 0.0275581883 -1.528932e-01
## 2124 0.2068323227 -0.2882113039 -5.492974e-02 -0.0312200389 1.597612e-01
## 2125 0.1797411996 -0.2219510118 1.720986e-01 -0.2404213001 2.615249e-02
## 2126 0.0788950713 -0.1976014039 1.647577e-01 -0.1668493116 4.087077e-01
## 2127 -0.0890974336 0.3039162953 1.137276e-01 0.1009282022 1.875464e-01
## 2128 -0.1777884795 0.2040314826 -1.853349e-01 0.0082718295 9.552129e-02
## 2129 -0.3768764110 -0.0637464573 -8.943641e-02 0.2331530842 1.264938e-01
## 2130 -0.1493896848 0.1254981098 1.155616e-01 0.1645724864 -1.940504e-01
## 2131 0.0584004519 0.2361589521 -1.741934e-02 -0.3020637546 -7.973953e-02
## 2132 -0.0564802356 -0.1855560590 6.152063e-03 0.1772972659 6.238652e-02
## 2133 -0.0521336114 -0.1461531673 6.725313e-02 0.0871646715 9.785751e-02
## 2134 -0.0377488757 -0.1176865223 -1.022607e-02 0.0363009564 -5.442273e-02
## 2135 -0.0096900167 -0.4236463078 -1.729108e-01 -0.0626099426 1.900782e-02
## 2136 0.1038074661 -0.4035250545 3.597905e-02 -0.2861281670 9.291842e-02
## 2137 0.3068695843 -0.1581433004 -2.140456e-02 0.0592332433 3.711554e-02
## 2138 0.2735475300 -0.1106971466 1.548977e-02 0.2228569390 -2.321183e-01
## 2139 0.2484412417 -0.5122879873 -8.983136e-02 0.3547435936 2.901262e-02
## 2140 -0.5227484654 -2.1938825831 7.083700e-02 -0.4178386355 4.964218e-01
## 2141 -0.2658801717 -0.9790236259 1.325046e-01 -0.7769922912 3.144512e-01
## 2142 -0.0090723502 -0.3350834845 -9.358435e-02 -0.1331571079 -4.014315e-02
## 2143 0.1415917207 -0.2170705265 7.436976e-02 0.0380584424 1.105172e-01
## 2144 0.3012111134 0.7094800542 -1.541417e-01 0.2065522335 1.685308e-01
## 2145 0.4683941235 1.3267856725 -2.019783e-01 0.4670424550 1.330576e-01
## 2146 0.5617531315 1.8697549186 -7.790021e-04 0.3363299896 1.059278e-01
## 2147 0.3664338208 0.2134499156 3.564874e-01 0.2497152415 1.864075e-01
## 2148 -0.0453219748 0.2957300050 6.135918e-03 -0.8800232075 3.463467e-01
## 2149 0.0758299118 0.4426389977 -9.103492e-02 -0.2594748729 1.187028e-01
## 2150 0.1722154009 -0.1173767542 -3.358737e-01 0.4605172621 -3.476828e-01
## 2151 -0.3270578251 -1.5051744096 -1.553485e-01 1.0097207003 -1.957753e-02
## 2152 -0.4955240489 -1.7346636769 5.753508e-01 0.8774459019 4.468160e-01
## 2153 -0.2324816355 -0.7380308478 4.850223e-01 -0.3016635490 3.232792e-01
## 2154 0.1196872480 0.0004920326 1.048549e-01 0.2033294262 -2.126487e-01
## 2155 0.0857401911 -0.1849028465 9.894219e-03 -0.2211153635 7.267613e-02
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## 2157 -0.4298816416 -1.1367279906 -1.253234e-01 -1.4109394337 1.336544e-01
## 2158 -1.4588507657 -2.4608474268 -1.076294e-01 -2.2145565610 6.001439e-01
## 2159 -1.6325078361 -1.7826636641 -5.397876e-02 -0.5034050632 6.925478e-01
## 2160 -1.2330984894 -0.6276956528 -2.023975e-01 1.5489437057 -1.804152e-01
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## 2162 -0.2434125366 0.4072344080 6.813411e-02 0.3567507168 -2.708670e-01
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## 2164 -0.0806354889 0.0284824410 6.465772e-02 0.0214043867 -1.856743e-01
## 2165 0.2834970809 0.6721032007 1.723384e-01 0.0916482825 -6.294742e-02
## 2166 0.2641824175 0.6364233646 -1.269324e-01 0.0302474470 -5.102452e-03
## 2167 0.2094967509 0.5014643127 -1.603017e-01 0.0058676995 -1.159605e-01
## 2168 0.0697724614 0.2160252208 -3.686800e-02 0.2321847232 -5.281585e-02
## 2169 0.1129670089 -0.3539094712 1.910656e-01 0.4934303413 -1.531375e-01
## 2170 0.4171212149 -0.0375283399 3.819858e-01 0.3472924590 -2.124889e-01
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## 2175 0.2298465224 -0.0251130086 -2.669168e-01 0.1418273456 3.626320e-02
## 2176 0.0470689723 -0.1436380857 -3.157583e-01 -0.0152225423 2.812028e-01
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## 2179 -0.0152588810 0.0209933959 1.553496e-01 -0.2108661798 2.422132e-01
## 2180 -0.3913828349 0.2217443835 -1.917916e-01 0.2862392526 1.698755e-01
## 2181 -0.6823838626 0.3743473392 -4.174849e-01 0.3988492722 2.747575e-01
## 2182 -1.5224531707 0.3018495199 -6.271054e-01 0.0267069329 2.943096e-01
## 2183 -1.5026528360 0.8376644285 1.402100e-01 0.0586310934 -6.892685e-01
## 2184 -0.1153079760 0.0210035857 2.491762e-01 -0.3763817474 -2.747766e-01
## 2185 0.0213080270 -0.2504903065 -1.508274e-01 0.1488714244 3.118021e-01
## 2186 -0.1216974179 -0.2469194184 -1.621828e-01 0.1678498052 2.685701e-01
## 2187 -0.0417739579 -0.7142404841 3.393199e-02 0.1008215800 2.658912e-01
## 2188 -0.3673891188 0.4189775552 -2.941569e-01 0.1407014092 2.006821e-01
## 2189 -0.2786196651 0.4279828034 -4.534609e-01 0.3692274704 -1.119490e-01
## 2190 0.3766009497 1.1750908171 -6.908744e-02 0.8870203502 -1.800947e-01
## 2191 0.3449744538 0.8500786976 5.077142e-02 0.5630533080 -1.719124e-01
## 2192 0.1690246625 0.3392140689 2.990373e-01 -0.4028732499 1.440310e-02
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## 2198 -0.9280011001 -0.7922883252 6.751968e-02 0.6193717220 5.255313e-01
## 2199 -0.6215535852 -0.3140415262 -4.331247e-02 1.2605535273 -1.387948e-01
## 2200 0.0252803554 0.3693005001 -1.069831e-01 0.6521798861 -3.338095e-01
## 2201 0.0041900611 0.2021492862 1.537566e-01 0.2084020756 1.931327e-01
## 2202 -0.1619726666 0.0217362781 1.839137e-01 -0.1966511368 2.709903e-02
## 2203 0.5836994890 0.8088316112 -1.543443e-01 -0.5487121368 2.600797e-01
## 2204 0.0203539191 -0.0880375023 6.344629e-02 -0.0473089748 3.011148e-02
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## 2206 -0.9274660632 -1.2329139333 -1.923824e-01 -1.0795372294 -5.746221e-02
## 2207 -1.3731416110 -1.5014618201 -1.182509e-02 1.5970557554 -4.763697e-01
## 2208 -0.6164195730 -0.3733415449 1.500026e-01 0.9271957518 -2.721761e-01
## 2209 -0.0944823914 -0.0136120279 1.775998e-01 -0.0715513478 -1.065384e-01
## 2210 0.2126406413 0.5387301659 -5.150386e-02 0.3967461821 1.722785e-03
## 2211 0.2866669432 0.5816100459 -1.870331e-01 -0.0401092121 6.178708e-02
## 2212 0.1960434738 0.5748831709 -5.696421e-02 -0.1780690191 -7.375691e-02
## 2213 0.0749405360 0.2436226442 -1.291417e-01 -0.2324162852 7.620186e-02
## 2214 -0.2761097082 -0.6284739674 -9.414610e-02 -0.0188439789 4.278999e-02
## 2215 0.4866805450 1.0549623469 3.462226e-02 0.0282717890 1.534129e-01
## 2216 0.8811026884 1.8298057944 -1.635636e-01 -0.6054413047 3.038668e-01
## 2217 0.4663098829 0.8719246339 -1.569163e-01 -0.1873886001 4.045027e-01
## 2218 -0.0736219723 -0.2711001973 1.877796e-01 0.4091089756 -1.659689e-01
## 2219 0.1985060788 -0.0001891880 1.409449e-01 -0.0109166677 -3.399177e-01
## 2220 -0.2953029998 0.0409153445 -4.568180e-01 0.1425843940 2.402087e-02
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## 2222 -0.3700499397 -0.3823410379 1.990559e-01 -0.0938409396 7.028432e-02
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## 2224 -0.2044395666 0.2879819342 -2.611539e-01 0.0378286702 1.948070e-01
## 2225 -0.6486565321 0.1013234637 -7.106926e-01 0.4853917940 2.226859e-01
## 2226 -1.0774120872 0.2073244638 -5.464082e-01 0.6419051445 2.429378e-01
## 2227 -1.3350948293 0.5600704399 -6.585818e-01 -0.0124609743 1.294372e-01
## 2228 -1.5501620787 0.5067388379 -9.296373e-01 0.0706167887 2.056803e-01
## 2229 -1.7229483517 0.4453088611 -8.594611e-01 0.1852155046 8.199102e-02
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## 2231 -0.6382357172 0.4744976074 7.120771e-01 -0.6144623367 -6.413837e-01
## 2232 -0.0741134658 -0.3387891667 -2.175606e-01 0.1322705083 1.752820e-01
## 2233 -0.0851026036 -0.1207237204 -4.588022e-02 -0.1829193277 1.465499e-01
## 2234 -1.1480684599 -2.2644200008 -6.187310e-02 0.3553392988 -3.961262e-01
## 2235 -0.0690824985 -0.5568594773 -2.098240e-02 0.1574377643 -3.811869e-01
## 2236 0.0327748272 0.2798848841 -3.793424e-01 -0.2447374375 1.687780e-01
## 2237 -0.1666642742 0.1719072476 -3.134028e-01 -0.1383887474 -1.862147e-01
## 2238 -0.1301489904 0.1321510586 -3.391920e-01 0.1129794260 -1.482403e-01
## 2239 0.0055751494 0.4377876056 -2.924721e-01 0.3183488204 3.362882e-02
## 2240 0.7299647352 1.3167291085 2.437078e-01 -0.2387159064 -2.083690e-01
## 2241 0.9275459270 2.0881810903 2.263138e-01 -1.1049903934 -1.608223e-03
## 2242 -0.1238559180 0.3086873000 -1.531419e-01 0.5541794212 -3.514858e-01
## 2243 -0.3670507413 -0.1850189141 -1.297952e-01 0.4540170515 -1.407353e-01
## 2244 -0.3894774776 -0.2578648899 -7.988238e-02 0.2470805364 -1.769487e-01
## 2245 -0.2389061711 -0.0976079842 8.431020e-03 0.0202532665 -4.244410e-01
## 2246 -1.0345075586 -0.6954711760 -3.131526e-01 -0.1287721579 -8.977651e-02
## 2247 -1.2579269336 -1.2213077893 -2.277777e-01 1.1202581450 -3.856996e-01
## 2248 -0.1254008567 0.1649659323 6.767667e-02 0.2043407106 -5.776678e-02
## 2249 -0.0616789732 0.0752506282 1.941971e-01 -0.0888737118 1.154241e-01
## 2250 0.1012318157 0.3818319014 6.288393e-02 -0.0800705964 1.086124e-02
## 2251 0.6690510395 1.0161417246 -2.623855e-02 0.2760754550 -1.241321e-01
## 2252 0.5152476853 0.6038839908 -7.789318e-02 -0.4196005681 3.925583e-01
## 2253 0.1243663848 -0.0025952334 -4.313032e-02 -0.1076094800 1.941013e-01
## 2254 0.1300402375 0.4719010637 1.050871e-01 -0.1014150815 1.393701e-02
## 2255 0.1853279728 0.3287357757 1.276416e-01 0.0835575780 -3.859617e-02
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## 2259 -0.0506185591 0.1039136866 1.449737e-01 -0.0430500760 1.502184e-01
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## 2262 0.2646998273 0.6851977244 -1.675595e-01 -0.0538401043 2.648554e-03
## 2263 0.2479604951 0.7636548646 4.424563e-03 -0.1377905183 1.002270e-01
## 2264 0.0636090345 0.2669109653 -1.845990e-01 -0.0953121777 1.282116e-01
## 2265 0.2954348557 0.8493705761 -3.878648e-01 0.4317814291 -8.924133e-02
## 2266 0.5674350735 0.6342826787 3.092555e-01 -0.5205579742 7.955437e-02
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## 2270 0.1425327494 0.1842219010 4.552141e-01 -0.5201355690 -3.412366e-01
## 2271 0.1671672054 0.1641078273 5.471828e-02 -0.4591409942 1.494649e-01
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## 2273 -0.4679698200 0.3224453727 -7.232374e-01 0.1423810955 4.537198e-01
## 2274 -1.0369305194 -0.1648235754 -1.171424e+00 0.2954082699 4.476129e-01
## 2275 -1.2687415742 0.3007486843 -9.952290e-01 -0.0753679474 -1.643798e-02
## 2276 -1.1273427689 0.1547727360 -7.087741e-01 -0.1149141217 -9.868275e-02
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## 2279 -0.4583135275 0.3555632817 7.904760e-01 -0.1161020977 4.992875e-01
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## 2286 0.1210495679 -0.2274555765 -2.092592e-01 -0.0859397170 4.368846e-02
## 2287 0.1435029196 0.0002314666 -2.098747e-01 0.0540790045 -5.135121e-02
## 2288 0.0866339569 -0.1705055273 -9.529689e-02 -0.0678908241 8.647756e-03
## 2289 0.0476210988 -0.0890065917 6.016912e-02 -0.0016975038 6.120669e-02
## 2290 0.2210625823 0.4180150135 1.872446e-01 0.4980500554 4.538457e-02
## 2291 0.3645544538 1.0430460188 2.817855e-01 0.2355611256 5.501189e-02
## 2292 0.4790566092 1.6981866269 2.231460e-01 -0.2521417206 -1.028465e-01
## 2293 0.5970792581 1.2817848676 -1.226460e-02 -0.2512988869 -7.742212e-02
## 2294 0.2016650709 -0.0951012430 -5.710712e-02 -0.1267838296 -5.860378e-02
## 2295 -0.0373193018 -0.5663765556 -6.587165e-02 0.0589015576 3.520808e-02
## 2296 -0.0985521347 -0.3947189410 -1.702516e-02 -0.0020087259 2.593926e-01
## 2297 -0.1173723638 -0.1857378190 2.044603e-01 0.2172570425 -3.749414e-03
## 2298 -0.0387363156 0.0065431634 1.465076e-01 -0.0024985615 3.629882e-02
## 2299 0.1226833845 0.0132388947 3.951580e-02 -0.3993212614 8.795653e-02
## 2300 -0.9709668232 -1.7576115774 -1.316260e-01 -0.7743997254 3.862793e-01
## 2301 0.2216948509 0.5828409011 1.648185e-01 -0.5799761339 2.902519e-01
## 2302 0.0347628762 0.6926678521 -9.841393e-02 -0.2862666958 5.961956e-01
## 2303 0.6176863036 0.3423852076 -8.940791e-03 -0.5164880377 3.175708e-01
## 2304 0.4315926532 0.4392658259 1.271437e-01 0.0921141512 2.060765e-01
## 2305 0.1218396220 -0.0171056169 -1.260753e-01 -0.1752155516 1.774401e-01
## 2306 -1.4633095665 -2.3429047079 7.830704e-02 0.4346855694 1.097840e-01
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## 2308 0.3754065066 0.4510109527 -4.012262e-02 0.1497577814 -4.798287e-02
## 2309 0.3051938821 0.3182042055 -2.250681e-01 -0.0030206448 8.458050e-03
## 2310 -0.2970700130 -1.2549119576 4.655411e-01 -0.0842003513 2.232610e-01
## 2311 0.0424523127 -0.4462259234 2.404026e-01 -0.1939501100 1.456522e-01
## 2312 0.7240462589 2.3521872170 -6.480038e-01 0.0385235475 5.845849e-01
## 2313 -0.9417965277 -1.6105404157 4.642753e-01 0.3691405641 -8.343232e-02
## 2314 0.3517458831 0.7663682426 2.036200e-01 0.2138383182 1.664562e-01
## 2315 0.0397252337 -0.5413794742 -1.143813e-01 0.6037958407 -2.681845e-02
## 2316 0.3228578550 -0.6294096364 -1.973430e-01 0.2821045845 3.041490e-02
## 2317 0.6029589020 -0.4896476633 -1.510298e-01 0.0644412062 1.031786e-01
## 2318 0.7016920943 -0.2177828057 1.832597e-01 -0.0842073617 4.501791e-01
## 2319 0.7142600066 0.5476750586 6.799101e-01 -0.3045594150 4.937621e-01
## 2320 0.7183517139 0.9235009524 3.971024e-01 -0.7499472484 3.242094e-01
## 2321 0.5427488068 0.5622014963 1.086677e-01 -0.6217807173 7.099328e-02
## 2322 0.1444700710 0.1503892375 -8.457318e-02 -0.3051831658 2.109176e-01
## 2323 -0.1272142837 0.1659579162 -5.046111e-01 -0.0466986636 4.407463e-01
## 2324 -0.4391362668 0.0897137852 -1.172534e+00 0.2899309738 1.131383e-01
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## 2327 -0.4164802517 0.3253273390 -4.849371e-01 -0.0560046444 -1.255469e-01
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## 2329 -0.0849839227 0.0314154655 -5.564880e-02 -0.4643825635 -1.226537e-02
## 2330 0.1824157794 0.1567303843 3.111136e-01 -0.2013073537 1.824209e-02
## 2331 0.2425378333 0.0337832030 4.689609e-01 -0.1367137684 2.349139e-02
## 2332 -0.7551293011 0.5593663220 1.105711e+00 0.2825302738 2.450039e-01
## 2333 -0.5063328253 -1.0044398630 6.132906e-02 -0.6357523074 2.197583e-01
## 2334 0.1828224076 0.3808434454 -1.771677e-01 -0.0254913062 -2.608874e-01
## 2335 0.2018982024 0.0787792668 -4.430893e-02 -0.0730521903 -9.989530e-02
## 2336 0.3038205434 -0.0744941237 -1.300512e-01 -0.0233699847 -1.696534e-01
## 2337 0.3165760336 -0.0210022515 -7.017681e-02 -0.5230166502 1.120935e-01
## 2338 -0.0400679328 -0.1157890821 1.152690e-01 0.5100367881 -6.610558e-03
## 2339 0.2267977531 0.4873416557 1.878450e-01 0.7160529047 -4.677431e-02
## 2340 0.8071266444 1.6643016946 2.375247e-01 0.1083061185 -1.085250e-01
## 2341 0.4561570847 1.1284592481 2.164311e-01 0.5336901311 -3.740226e-01
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## 2505 0.1651450093 0.0031249055 5.101565e-03 -0.2088712370 -9.378225e-02
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## 2509 0.0906093152 0.0953523133 6.302416e-02 0.3578007346 9.953245e-02
## 2510 0.7237740802 1.6710277692 3.104760e-01 0.8087112007 1.588902e-01
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## 2547 0.2077287557 1.1392360019 -4.527808e-01 0.3285430359 1.309097e-01
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## 2558 1.2798524470 4.3158348442 6.066301e-01 0.0743335151 1.567973e-01
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## 2907 0.7361117774 1.1776317055 2.712696e-01 0.5225181316 1.586282e-01
## 2908 1.2210543523 2.5607902523 3.549434e-01 1.1329687032 -1.642574e-01
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## 2913 1.1434370939 -1.7244832226 1.041592e+00 0.2927965386 -3.713272e-01
## 2914 1.5625127922 -2.0484925820 9.940766e-01 0.3375507126 -3.704120e-01
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## 2925 0.2510460102 0.5251506707 2.042240e-02 0.0271878127 1.964173e-02
## 2926 0.1535492816 0.1886135881 -1.725277e-01 -0.0501093007 -1.463746e-01
## 2927 0.0368994616 -0.2207113178 -1.308331e-01 0.0808056970 -3.547191e-02
## 2928 0.2768707580 0.1364474074 1.332665e-02 0.0563092164 1.081615e-01
## 2929 0.0085899405 -0.1455768002 -1.063897e-01 -0.0557726567 -6.795009e-02
## 2930 0.2601667173 0.2065688179 -8.615516e-02 -0.1597382550 7.048955e-02
## 2931 -0.0732473502 -0.4596062947 8.982916e-02 0.0366724534 -4.863849e-02
## 2932 0.2295906020 0.0319171626 2.042039e-01 0.0746013359 -2.282400e-01
## 2933 0.2263411390 -0.0306405656 -1.179065e-02 0.4180723856 -8.761330e-02
## 2934 0.5029249980 0.3077991718 1.866271e-01 0.4698685525 -2.132754e-01
## 2935 0.7745659532 0.9562920227 5.159401e-01 0.3474030209 -2.150509e-01
## 2936 1.2247542525 1.7150962290 5.919264e-01 0.6709396636 2.218173e-01
## 2937 0.2670383356 0.3945360118 1.988608e-01 -0.5286471714 1.404967e-02
## 2938 0.0747038872 -0.3011412377 2.688853e-01 -0.3339413430 2.521711e-01
## 2939 0.1124477487 0.0275265519 -4.819162e-02 0.4163409403 4.272786e-02
## 2940 0.2552469282 0.5402332689 8.034004e-02 0.0448266479 1.181198e-01
## 2941 -0.0309647976 -0.1878803786 1.123021e-01 -0.0412002745 8.226817e-02
## 2942 0.1380571476 0.1042314515 -1.596965e-02 -0.0249033348 -7.222599e-02
## 2943 -0.2624724312 0.0223570187 1.689881e-01 0.1400658598 -1.652140e-01
## 2944 -0.0928552767 -0.5330741581 2.473702e-02 -0.0642142886 -1.831989e-01
## 2945 0.7131144967 0.8907266309 -2.399299e-01 0.2687198752 2.297049e-01
## 2946 -0.0399486597 -0.2027248735 7.751866e-02 -0.1653432067 1.297837e-01
## 2947 0.1178996373 0.1694941935 -1.256482e-02 0.0393766849 1.222600e-01
## 2948 -0.6417031835 -2.9657825424 1.203137e+00 0.8250947497 -2.802377e-01
## 2949 0.8570100554 0.2751394195 6.248057e-01 -0.3648931953 3.356454e-01
## 2950 0.0158518196 -1.0242533893 -2.277218e-01 0.3850269002 8.779710e-02
## 2951 -0.4298668372 -1.7050156395 5.133717e-02 0.1565543213 1.660782e-01
## 2952 -0.6079658726 -1.5614053532 9.357822e-02 -0.6765618529 1.793126e-01
## 2953 -0.5135765593 -0.9339589100 5.844341e-03 -0.6148084360 1.592580e-01
## 2954 -0.0755200147 -0.1159562180 -2.159297e-02 0.2394400095 -1.697182e-01
## 2955 0.8939321089 1.1172896456 3.196467e-01 1.3465050817 -1.925857e-01
## 2956 1.4112519562 1.4864403910 3.777393e-01 0.9632788072 -1.077983e-01
## 2957 0.3555515475 -1.1378568393 2.179214e-01 1.0991346393 -5.764649e-01
## 2958 0.7773025813 -1.8036798996 6.053615e-01 0.4965690267 -4.991006e-01
## 2959 1.1334805510 -2.2688785263 7.830375e-01 -0.2542899748 -1.858166e-01
## 2960 1.2688004278 -1.9935491087 1.151136e+00 0.1219690708 1.183760e-01
## 2961 1.1763522811 -1.9392472868 1.284024e+00 0.3095878049 2.512880e-01
## 2962 0.9351970341 -1.3246698581 9.674050e-01 -0.5812972636 8.046339e-01
## 2963 0.8739396461 -0.1091736424 9.639051e-01 -1.5413111273 1.012610e+00
## 2964 -0.4468998807 0.1010334526 -9.836730e-01 -1.0667961358 1.020356e+00
## 2965 -1.0333339308 -0.0374137387 -8.213399e-01 0.3245196551 1.374697e-01
## 2966 -0.4927921862 0.6391888948 -6.414116e-01 0.9373206039 -6.498575e-01
## 2967 0.0856093567 0.5284928597 -5.264771e-01 0.8334692637 -3.806517e-01
## 2968 0.6343588750 1.3198560319 -9.459380e-03 0.3566981419 -1.469099e-01
## 2969 0.7501929257 1.5688847151 -2.232745e-01 -0.3274689675 -1.094425e-01
## 2970 -0.6758754432 -0.9490670007 2.485093e-02 -0.2687141241 -1.943157e-01
## 2971 -0.2570892965 -0.3806007034 -2.899604e-01 0.4044822872 1.019326e-02
## 2972 -0.1743177070 0.0666839521 -2.062451e-01 -0.2050741784 1.767429e-01
## 2973 -0.2074134593 0.0225600947 -1.501298e-01 0.0275391689 -8.469126e-02
## 2974 0.2310473663 -0.0504628969 -4.226288e-02 -0.0455937543 -1.073606e-01
## 2975 0.3909248170 0.0479945147 2.244537e-01 -0.1349043167 9.301429e-02
## 2976 0.0564106253 -0.0016009573 -2.068733e-01 0.2552457403 1.467791e-01
## 2977 -0.0557212705 -0.0856961110 -6.570702e-02 -0.0560265329 -1.281168e-01
## 2978 -0.0204460408 -0.6543399323 4.176297e-03 -0.1710758026 -1.980797e-01
## 2979 0.4492015014 0.1035453992 7.341252e-02 -0.2883087132 3.211664e-01
## 2980 0.3849209708 0.1662112911 -1.641827e-01 -0.1216351281 1.416277e-01
## 2981 0.2301646428 -0.0304807094 3.547338e-02 -0.3698392779 -4.699187e-02
## 2982 0.0552361326 -0.4260095249 1.301065e-01 0.0977129736 -2.994835e-02
## 2983 0.1261292586 -0.1774966584 3.162593e-01 0.1845463704 8.197101e-03
## 2984 0.1298607588 -0.0825471998 1.356352e-01 0.3096398631 4.435400e-02
## 2985 0.2970394540 0.5080133339 5.416740e-01 0.1446610683 -1.012699e-01
## 2986 1.0556611203 1.4462026467 2.606442e-01 -0.5166181754 6.645407e-02
## 2987 0.2388764006 0.4282931889 2.521784e-01 0.2798297855 -1.285316e-01
## 2988 -0.0500902621 -0.2213193111 2.408928e-01 -0.1811184008 3.098369e-01
## 2989 -0.3318387275 0.0272121985 3.236447e-03 0.0589692140 2.874099e-02
## 2990 -0.2370320803 0.2911794396 2.158828e-03 -0.0407782401 -8.609899e-02
## 2991 -0.2065459365 -0.0831506959 8.254226e-02 -0.0589037942 1.563345e-01
## 2992 -0.3229904832 -0.0714394417 2.167760e-01 0.1026890940 3.249093e-02
## 2993 -0.1865728499 0.0014125434 7.281060e-02 -0.0503902776 -6.327721e-02
## 2994 0.4209340477 0.5297413789 -3.787677e-01 0.5973444213 -8.826220e-02
## 2995 -0.0434890976 0.0165242602 -1.856742e-02 0.3251732717 -1.896866e-01
## 2996 0.2044622263 0.4570210477 3.003750e-02 0.2599954524 -8.015078e-02
## 2997 0.3225887451 0.4692539221 2.349347e-02 -0.5051002214 2.130811e-01
## 2998 -0.2366799574 -0.8327736853 -1.683050e-01 -0.7731724460 1.762415e-01
## 2999 -0.2658042733 -0.8661725993 -1.525594e-01 0.3952135448 8.006246e-02
## 3000 0.6407552329 1.4130264312 1.021297e-02 0.6437064478 2.873919e-02
## 3001 -0.2956637680 -2.0541020156 -1.969615e-01 0.1945059325 1.233281e-02
## 3002 -0.2491350901 -1.2167177424 9.704379e-01 0.1431895827 2.082439e-01
## 3003 -0.2536350779 -1.4549979867 -1.626517e-01 0.2736015564 -2.381818e-01
## 3004 1.3718210838 2.7502727587 5.223664e-01 0.7840333841 -1.648372e-01
## 3005 1.8345389531 2.8338776189 -1.692100e-01 -0.7942587200 -5.024439e-01
## 3006 0.8811380552 -1.1065483332 -8.093000e-01 -0.5999751650 -4.898345e-01
## 3007 0.5050500574 -2.7113010162 -2.685057e-01 0.2280559750 -4.563558e-01
## 3008 0.5807826262 -1.4530176771 6.368419e-01 -0.3745491132 7.173074e-01
## 3009 0.0200790978 -1.1064657463 6.010342e-01 -0.7039057149 1.004816e+00
## 3010 -0.5533867534 -0.9459407975 5.066044e-01 -0.5388997888 8.897614e-01
## 3011 -0.8350132101 -0.1990055562 5.795379e-02 -0.4913282055 4.891119e-01
## 3012 -0.3528647507 1.5091000770 1.015831e-01 -0.0681162005 1.191758e-01
## 3013 -0.0507232495 1.8901642146 -5.510876e-01 0.5906742739 -4.349365e-01
## 3014 -0.2012642224 0.6607409875 -1.141679e+00 -0.1860953175 -6.605983e-01
## 3015 -0.5567867334 -0.2979946279 -5.382748e-01 -0.0965034585 -5.367775e-01
## 3016 0.5376256518 0.9391037644 -2.005285e-02 0.4123935463 7.645597e-03
## 3017 0.1950132319 -0.0924673390 -2.710558e-01 -0.0879007003 1.042976e-02
## 3018 -0.1192842111 -0.7111813619 7.824812e-02 -0.3900073211 7.395159e-02
## 3019 0.0087423230 -0.5683030876 -1.390708e-01 -0.2602825798 -1.725769e-02
## 3020 0.2397158975 -0.0140069967 -2.549199e-01 -0.0213467903 2.566393e-02
## 3021 0.0576991930 -0.0015070833 -1.423008e-01 -0.2561412155 1.498000e-01
## 3022 -0.1183061573 -0.0699366688 -1.378141e-02 0.1446081234 3.858773e-02
## 3023 -0.1277483951 -0.0875477805 -4.291318e-02 0.2777442824 -8.533241e-02
## 3024 -0.0370947208 -0.1332347540 1.178226e-01 0.0003761653 -8.290046e-02
## 3025 0.1516294891 0.0383635949 -1.466466e-01 -0.0287335227 -1.167590e-01
## 3026 0.2824421210 -0.3208528273 1.401905e-01 -0.0456454596 3.820073e-03
## 3027 -0.0462025852 -0.3993341582 -6.971373e-02 -0.2780557148 1.872409e-01
## 3028 0.1859946459 -0.4798722978 2.104595e-01 -0.2989885135 1.351762e-01
## 3029 0.1014915690 -0.2327829267 1.851505e-01 -0.0822413417 7.056342e-02
## 3030 0.1451241405 0.2248494188 3.966343e-01 0.5097482852 1.778490e-01
## 3031 0.2085784781 0.4450233130 2.819675e-01 0.5787797432 5.644930e-02
## 3032 0.4586972802 0.9379695227 6.717179e-02 0.5422565839 -2.308866e-02
## 3033 0.8207937362 1.7298527897 1.812278e-01 -0.8073234110 -9.662665e-02
## 3034 -0.2964733006 -0.0702499147 1.501340e-02 0.0560043523 -3.239875e-02
## 3035 -0.1323550732 0.1878497665 -1.645445e-01 -0.1095012397 3.688391e-02
## 3036 0.2308441342 0.2712962199 -2.991389e-02 0.0077382434 -9.315592e-02
## 3037 0.0457434527 0.0394479880 -1.257754e-02 -0.2317932612 2.754210e-01
## 3038 -0.2005854597 -0.0749748378 1.851580e-01 -0.1159871700 1.534190e-01
## 3039 -0.3291830594 0.0061487060 1.592715e-01 0.1513168780 -3.097983e-03
## 3040 -0.3266246656 0.0883027254 -3.879709e-01 0.3572504338 -1.749044e-01
## 3041 0.0139527246 0.0667391564 -2.312814e-01 0.9003307147 -1.471067e-01
## 3042 0.2244602500 0.3355222366 -6.082898e-02 -0.4022506736 1.270344e-01
## 3043 0.0602120639 -0.0540364987 1.216184e-01 -0.2138661375 2.882724e-02
## 3044 0.0227091145 -0.0210860171 1.264807e-01 0.3015126910 -7.785470e-02
## 3045 0.2543429480 -0.0076031700 4.315866e-02 -0.8282491320 -1.396579e-01
## 3046 0.2554941785 0.3734269323 -9.703424e-02 1.2942922641 -1.523926e-01
## 3047 0.7246667414 1.1965487623 -3.256974e-01 0.3492614285 -3.202928e-01
## 3048 -0.3575657056 -1.2657529711 -2.736713e-01 -1.3875604502 3.676633e-01
## 3049 -1.2879043690 -1.5977051767 6.258202e-01 1.0190342160 9.176315e-02
## 3050 0.0316994549 0.9950169980 1.215228e-01 0.5284716820 -3.294058e-01
## 3051 0.1158682490 0.5318182394 -7.078201e-03 -0.1855184979 -2.265787e-01
## 3052 -0.4167096914 -1.5722903939 -4.597366e-02 -0.0921026632 -7.619981e-02
## 3053 -0.5766394957 -2.1683074101 -7.623920e-02 0.4982887763 -1.178923e-01
## 3054 0.2402925509 -0.0945496318 3.047621e-01 -0.1932724584 -8.211150e-02
## 3055 0.2763727501 0.0397700330 2.060499e-01 -0.4047993781 3.064125e-01
## 3056 1.5150402223 2.5824450055 1.633665e-01 1.1538264754 -4.614041e-01
## 3057 0.2985479041 -1.8353036223 -1.661357e-01 -1.2106057029 7.744981e-01
## 3058 -0.0482812753 -0.8964014510 1.957982e-02 -0.9129457458 1.051704e+00
## 3059 -0.5925021927 -0.2956091640 -2.300996e-01 -1.0222367324 6.764575e-01
## 3060 -1.5681414509 0.3257874307 -3.629749e-01 0.6532768312 -3.559268e-02
## 3061 -1.3753059783 1.3465545079 -4.581539e-01 1.2288213156 5.361045e-02
## 3062 -0.1710608923 -0.1943161513 -1.763820e-01 -0.4687047315 -1.298460e-02
## 3063 -0.1275998794 -0.6896908724 5.130940e-02 -0.4070137060 3.542929e-01
## 3064 -0.1037201688 -0.3270386774 -1.417197e-01 -0.2847481045 2.301352e-01
## 3065 0.2015226615 0.6322761863 -2.025129e-01 0.2937379549 2.135054e-01
## 3066 0.5094131531 1.0892812368 -2.218769e-01 0.2920934840 -1.034888e-01
## 3067 0.1875282440 -0.3764665421 1.626213e-01 -0.1891034894 2.774395e-01
## 3068 0.1586806086 -0.0454632115 1.087616e-01 -0.2265151653 2.892471e-01
## 3069 0.4361007089 0.2241066810 -9.932078e-02 -0.4040607318 -3.512774e-02
## 3070 0.3087505225 -0.1186117817 -2.124421e-01 0.0651155097 3.207111e-01
## 3071 0.0122070993 -0.3546780446 2.178887e-02 -0.0119304817 2.280389e-01
## 3072 -0.1381047917 -0.4482972590 5.354550e-02 0.0320661326 -6.263652e-02
## 3073 -0.0059045765 -0.2953790455 9.821552e-02 0.2852007995 1.498809e-01
## 3074 0.1800213164 0.2214381210 1.738482e-01 0.3122160680 -3.688818e-02
## 3075 0.1880903121 -0.4551440337 -4.089646e-02 -0.4315422737 1.366369e-01
## 3076 0.1168850400 -0.4873058564 -3.353236e-02 0.3462609683 2.235071e-01
## 3077 -0.0519000145 -0.1880893080 -2.373470e-01 -0.0230527257 3.550402e-01
## 3078 -0.0962962399 0.0390863694 1.222762e-03 0.3774651164 -3.386715e-01
## 3079 0.4858211101 -0.0019308928 1.440211e-01 0.1372170143 -3.440628e-02
## 3080 0.3424666164 -0.2297947730 1.297400e-01 -0.1360569691 8.032387e-02
## 3081 0.2017543602 -0.2512482717 1.114311e-01 -0.0850952903 1.829722e-02
## 3082 0.2545154087 0.2195800772 1.639184e-02 0.6624334312 -1.146765e-01
## 3083 0.6548278415 1.3265940645 1.037978e-02 0.7985688599 5.843961e-02
## 3084 0.9607456225 1.9914888130 2.487810e-01 0.1069450508 -1.302081e-01
## 3085 0.0487139283 0.3038675656 1.089272e-01 -0.1410943517 1.069016e-01
## 3086 -0.0503762285 0.4943851083 -1.220926e-01 -0.0668465629 3.688520e-01
## 3087 -0.4365984362 0.0696375029 -4.084242e-02 -0.0550252853 3.403687e-01
## 3088 -0.0590308154 0.7628516836 -5.772825e-02 -0.4239226192 -3.526897e-02
## 3089 -0.2945155921 0.1511789469 -2.499674e-01 -0.4815592823 -1.159139e-02
## 3090 -0.3628151540 -0.5227922763 -2.879523e-01 0.4960537720 -1.262740e-01
## 3091 0.3247454074 0.2269312375 -2.153474e-02 0.2745940830 1.479907e-02
## 3092 0.1697430378 0.2844717308 1.266858e-01 -0.5065629883 1.164369e-01
## 3093 0.0006850971 0.0190394854 1.227786e-01 -0.0077220167 -6.365125e-02
## 3094 0.2014274439 0.2766313633 1.363609e-01 0.1112232681 -1.562565e-01
## 3095 0.8999148986 0.9179656209 -1.856501e-01 0.1723252933 -1.116192e-01
## 3096 0.1763564352 -0.3231223506 -4.342143e-01 -1.1156429667 4.935126e-01
## 3097 -1.6245390116 -3.1723318275 3.966601e-01 -0.3724293870 7.239216e-02
## 3098 -1.3728820032 -2.0601568268 5.984956e-01 0.6568291284 -4.889924e-01
## 3099 0.0826456176 0.3864237936 4.424203e-01 0.7191374359 -4.732430e-01
## 3100 -0.8169608895 -2.2938495116 -2.163609e-02 0.1015472442 -9.452930e-02
## 3101 -0.3792509915 -1.2249647628 -2.704957e-03 0.3424406290 4.874476e-02
## 3102 0.1155401810 0.0382945817 2.833233e-01 0.0012081423 -4.969780e-02
## 3103 0.2902350218 0.3820622038 1.089258e-01 -0.6766403101 3.278189e-01
## 3104 -0.3021054221 -0.3741454909 -2.984242e-01 0.2135611923 -1.054588e-01
## 3105 0.3543807915 1.9438964206 -2.272522e-01 0.7093838941 5.562922e-01
## 3106 -0.2535974164 0.6802458698 -6.496299e-01 -0.3991634308 6.023153e-01
## 3107 -0.5197080429 0.4281074335 -6.001183e-01 -0.7076972254 1.820605e-01
## 3108 -0.3507969056 0.9331272657 -2.369731e-01 -0.1084163728 -3.749515e-02
## 3109 -1.1619993338 -0.1358497530 -2.901246e-01 0.0400051072 -3.510869e-01
## 3110 -0.8590542375 0.1359043652 -5.882864e-01 0.2934507472 -2.576771e-01
## 3111 -0.3341133864 0.1515235866 -3.777323e-01 -0.2442831914 3.115599e-01
## 3112 -0.2287366709 0.6310449818 -3.347213e-01 -0.0434981222 1.487130e-01
## 3113 -0.3055835267 0.1933101444 -2.303196e-01 0.0518367466 2.019402e-01
## 3114 -0.2593647970 0.0641617886 7.951250e-03 0.2080624438 -1.233448e-01
## 3115 0.0541236403 0.4388677211 2.067110e-01 -0.1275829760 -1.476340e-01
## 3116 0.2425697326 0.5509438143 -1.095088e-02 -0.4199631095 -2.851871e-01
## 3117 0.3473308067 -0.0042624677 -2.334884e-01 -0.1381574528 -4.149860e-01
## 3118 0.3565697264 -0.3763910002 1.914924e-01 -0.1354460659 -3.230356e-01
## 3119 0.4696084056 -0.6227389403 3.127345e-01 -0.2941914858 -4.429925e-02
## 3120 0.4435850662 -0.4289246151 1.089490e-01 -0.2700714168 2.772433e-01
## 3121 0.3233902886 -0.0772773580 5.714140e-02 0.1693790867 4.075829e-01
## 3122 0.1480026151 -0.4534874513 -3.907327e-01 0.2709015503 -2.253155e-01
## 3123 0.3077586115 -0.4518447612 -1.566986e-01 0.2172895345 -1.151264e-02
## 3124 0.1852982931 -0.4781940098 2.326383e-01 0.2544886436 1.511205e-01
## 3125 0.2084223157 0.0705030995 1.045306e-01 -0.3355826861 2.591094e-01
## 3126 0.1002702500 0.2569713523 1.179897e-01 -0.1363015289 1.195918e-01
## 3127 -0.0360777195 0.0478374605 1.535247e-02 0.1291606846 -5.101620e-02
## 3128 -0.0447829008 -0.1331135142 -9.447786e-02 0.0720307817 3.428285e-02
## 3129 -0.0300338994 -0.1267353284 -2.123105e-01 0.1802750238 9.615466e-02
## 3130 -0.1547313801 -0.0813447126 1.393113e-01 -0.1932748263 1.780297e-01
## 3131 -0.1351365776 -0.0059697174 1.167554e-01 -0.1153244603 8.173815e-02
## 3132 -0.0864520077 -0.1740773164 2.825771e-02 0.0899340909 -1.493224e-01
## 3133 0.2787077726 0.5452476039 -1.499178e-01 0.7014851013 9.211202e-02
## 3134 -0.2547631607 0.5212733617 -8.018253e-02 -0.1899508881 2.717123e-01
## 3135 -0.3844473989 0.6289500203 -1.197941e-01 0.0151258420 -4.510443e-01
## 3136 -0.3923639866 -0.2816714360 -2.702046e-02 0.6397672064 -2.638601e-01
## 3137 0.1229700848 0.6385049547 -7.094890e-02 0.5726242645 1.369576e-02
## 3138 0.0613232520 0.5864788824 -1.488522e-01 -0.7379039216 2.295730e-01
## 3139 -0.6100295814 -0.4960025512 -1.853360e-01 -0.7376406750 1.419729e-01
## 3140 -0.2741486480 -0.2999676772 -1.913530e-01 1.1686784961 -2.199599e-01
## 3141 0.3820207652 0.0641824661 2.704370e-01 0.5879506935 -3.340718e-01
## 3142 0.4196777560 -0.2801372321 -7.443346e-02 0.0324452725 -6.973836e-02
## 3143 0.2387668397 -0.6465141396 1.907409e-01 -0.4370056632 2.097287e-03
## 3144 1.0022801049 1.1733551894 -2.682081e-03 -0.5837957312 5.928317e-03
## 3145 -0.7631748951 -2.8832879035 2.603294e-01 -0.1188887960 2.673008e-01
## 3146 -0.3118160340 -0.3280306327 5.559110e-01 0.3344405279 2.111217e-02
## 3147 -0.1243416247 -0.3631059628 9.930080e-02 0.8099415758 -3.320503e-01
## 3148 -0.3222330001 -1.6650963104 3.965290e-02 0.1418793686 -2.167601e-01
## 3149 -0.3459748595 -2.1600820515 1.976333e-01 -0.6254603925 2.272204e-02
## 3150 -0.0253535178 -1.3370634076 1.788277e-03 -0.2667049292 3.045254e-01
## 3151 0.1887424048 -0.0529360829 2.532533e-01 0.3153739875 1.724458e-01
## 3152 0.2553762267 0.8510932725 2.799157e-01 -0.3484976456 2.002593e-01
## 3153 -0.1098795155 0.5049845753 -4.532820e-01 0.2865615456 -1.475484e-01
## 3154 -0.4875714505 -0.2969718967 -2.832783e-01 -0.6673642651 3.070472e-01
## 3155 -0.4871167659 0.4379401445 -4.588040e-01 -0.6946227328 4.860283e-01
## 3156 -0.3968900482 1.4303330067 -6.149429e-01 0.0085170494 1.487340e-01
## 3157 -0.1018981829 0.9501332859 -1.376274e-01 0.2450791747 -2.084208e-01
## 3158 -0.2318312938 0.2195184271 -1.463425e-01 0.2386501923 -4.709052e-02
## 3159 -0.4369464558 -0.5568415470 -1.900502e-01 -0.0942359106 2.065431e-01
## 3160 -0.4547887106 -0.3587744004 -1.129719e-01 -0.2444318423 2.923338e-01
## 3161 -0.1319805709 -0.0268099134 2.530121e-01 0.1868478743 1.626236e-01
## 3162 -0.2027963703 0.3544425603 4.965766e-03 -0.0378490142 3.023736e-01
## 3163 -0.3432426491 0.5235492532 -1.583280e-01 -0.5096077432 1.084471e-01
## 3164 -0.3540386569 0.4796750211 -3.722628e-01 -0.4211603358 -1.736732e-01
## 3165 -0.1585958373 0.4371968806 -2.708676e-01 0.2338175258 -1.713164e-01
## 3166 -0.2997333158 0.1184456819 -3.227411e-01 0.1136248376 6.390005e-03
## 3167 -0.6286935493 -0.3787352053 -1.302450e-01 0.4080171134 -1.030619e-01
## 3168 0.1170693798 0.0026600825 5.658755e-01 -0.4977971396 -4.304303e-01
## 3169 0.1896513096 -0.0842300704 -1.327668e-01 -0.3219030978 3.121754e-03
## 3170 0.1036944297 -0.0606649104 1.700648e-01 0.0350359271 -4.267837e-02
## 3171 0.3065706972 0.1629196386 2.563375e-02 -0.1335220472 -4.581854e-02
## 3172 0.1934005383 -0.9903521016 -1.951949e-02 0.2830952762 5.426191e-03
## 3173 0.1879431595 -1.0211370462 -2.327097e-01 0.4890552246 2.121280e-01
## 3174 -0.1798567487 0.1108165008 -5.943419e-02 -0.0368424782 -7.551771e-02
## 3175 -0.1178426684 -0.2130350767 -5.896495e-02 -0.0626435668 -2.617556e-01
## 3176 -0.0187864333 -0.3364859223 -9.035222e-02 0.1194205993 -2.284156e-01
## 3177 0.1069755164 -0.0634435145 1.147913e-01 -0.1141210263 1.803029e-02
## 3178 -0.0553704507 0.2621880085 1.408482e-01 0.1275380642 -4.637813e-02
## 3179 -0.1793210069 -0.1045368808 5.112214e-02 -0.3438303590 -1.354576e-01
## 3180 0.0224378577 0.1551259566 -2.226164e-01 0.0942601112 -9.034321e-02
## 3181 0.3856061736 1.0178125141 -9.676844e-02 0.4950085957 2.112266e-03
## 3182 -0.4383907949 0.4749269440 -1.654904e-01 0.2263406227 -5.885747e-02
## 3183 -0.4059138183 0.4666289445 -2.027311e-01 0.3794871822 -2.801828e-01
## 3184 -0.2183714908 0.2653902811 -3.272105e-01 0.2153273076 -4.260396e-01
## 3185 -0.0876350998 0.1776380182 -3.653313e-02 0.2537952591 -2.001898e-01
## 3186 0.0909576458 0.2465545986 1.809238e-01 0.2997763287 -5.721240e-02
## 3187 -0.0219782138 -0.1317076564 -6.005606e-02 0.0039495683 -1.961468e-02
## 3188 -0.3921302464 -0.6770958099 1.135213e-02 -0.3064495916 2.034463e-01
## 3189 0.2635469809 1.0014158633 -3.424144e-02 0.0085619676 -3.078418e-01
## 3190 0.0422398372 0.1971829383 -1.272308e-01 -0.8137509554 1.191834e-01
## 3191 -0.6785388849 -1.4167347799 -2.122728e-03 -0.3654950785 -3.882626e-03
## 3192 -0.0131155265 -0.9487235074 3.209462e-01 1.6292913689 -6.469136e-01
## 3193 0.4422087815 -0.6780586162 4.584498e-01 0.5093409617 -4.144085e-01
## 3194 0.5481073343 -0.7970218055 3.761070e-01 -0.0284241019 1.158949e-01
## 3195 0.6642759118 -0.1162464719 2.651981e-01 -0.4195645987 3.771494e-01
## 3196 0.5620955794 0.0141025632 1.214982e-02 -0.5492939747 4.397342e-01
## 3197 0.3549837678 0.2010464453 2.896484e-01 -0.7052294586 5.417929e-01
## 3198 -0.5919945971 -2.3162301133 1.905420e-01 -0.6426143656 2.265940e-01
## 3199 -0.3705506059 -1.0392633643 1.778136e-01 0.2848373585 -1.740514e-01
## 3200 -0.4460959376 -1.5777667755 1.974633e-02 -0.2482766391 2.104993e-01
## 3201 -0.4394940965 -1.2031884777 8.913514e-02 -0.6654509658 4.026588e-01
## 3202 -0.3007031258 -0.5815333579 -2.618490e-01 -0.6464264715 3.811983e-01
## 3203 -0.4072715466 -0.2239919353 -8.399075e-02 0.3415017767 1.664120e-01
## 3204 -0.0406080019 1.0035746863 -3.878806e-02 0.4087962424 1.511653e-01
## 3205 -0.2287545453 0.6022017105 -5.382349e-01 -0.2607659015 1.664149e-01
## 3206 -0.5619153330 0.1670359393 -5.495330e-01 -1.0581079153 5.653794e-01
## 3207 -0.7959060289 0.3169892309 -5.788810e-01 -0.3334830639 5.170974e-01
## 3208 -0.7380502089 0.8935679458 -6.987814e-01 0.3860590914 -5.300662e-02
## 3209 -0.2689675077 0.9034631556 -7.493962e-01 -0.5001223817 -4.929708e-02
## 3210 0.3494103600 0.9233014300 -3.896839e-02 -0.3813205516 1.115650e-01
## 3211 -0.1558475706 -0.6237043005 -7.822380e-02 0.3958199080 -5.675329e-02
## 3212 0.0083378504 -0.4331312028 -7.312559e-02 0.3075559214 -2.068669e-01
## 3213 -0.1094521020 0.3127657907 -2.801955e-01 0.1463349882 3.760697e-01
## 3214 -0.1779334159 0.5464293073 -2.435196e-01 0.2860261093 6.979750e-02
## 3215 -0.1118779936 0.1975882350 -1.526145e-01 -0.0505305304 -9.159406e-02
## 3216 -0.0690485250 -0.1672404342 -3.125444e-01 -0.0235612834 3.346066e-02
## 3217 -0.3400178345 -0.8582457166 -2.580941e-02 0.0910592508 3.701430e-02
## 3218 -0.5385246152 -1.2186390593 2.410435e-01 0.4961698513 2.096923e-01
## 3219 0.2805920295 0.5498000322 -5.251923e-02 0.2148609703 -7.477577e-02
## 3220 0.1555989331 0.3376989229 1.140130e-01 0.0565359409 1.167069e-01
## 3221 -0.0399250401 0.2692033324 6.006363e-01 0.0973616136 1.231749e-01
## 3222 -0.0184435636 -0.3187416921 4.056784e-02 0.6163957527 -3.249621e-01
## 3223 0.1783135060 -0.2194467562 -8.800714e-02 0.3852690891 -2.607979e-01
## 3224 0.1686510912 -0.0447624719 -4.974754e-02 0.0341069416 8.874248e-02
## 3225 0.1683683913 -0.3972190628 2.302734e-01 -0.2007902624 -2.784511e-01
## 3226 0.3839437657 -0.1956434103 1.159514e-01 0.0822738841 4.814086e-02
## 3227 0.6907158322 1.0645531799 2.438560e-01 0.8351174249 -1.293344e-01
## 3228 -0.3417008594 0.3118698402 -1.244799e-01 0.1632635056 -4.246166e-01
## 3229 -0.0862407305 0.1886961475 -9.277092e-02 0.5460598271 -4.362316e-01
## 3230 0.1720291549 -0.0818509320 -3.407241e-02 0.2574742800 -1.788579e-02
## 3231 0.2412336902 -0.1548338730 2.126011e-02 -0.0809489464 -8.828349e-02
## 3232 0.2622292251 -0.1887506416 1.709586e-01 -0.0320049954 -2.254384e-03
## 3233 0.2615777594 -0.0477970022 1.794909e-01 0.1480140826 1.062897e-01
## 3234 0.1395159665 -0.2164709905 -2.071589e-02 0.0375883050 1.036675e-01
## 3235 -0.1449470953 -0.3789437705 -9.914078e-02 -0.0265227877 2.400772e-01
## 3236 -0.4463607981 -0.8015937507 -1.187719e-01 -0.2959405067 3.086425e-01
## 3237 -0.4530802073 -0.6705687860 2.076459e-02 0.3260550759 4.960596e-03
## 3238 0.0240148224 -0.7322045605 1.875191e-01 -1.0255974969 1.870675e-01
## 3239 -0.6368860027 -2.3103920670 5.161596e-02 -0.1994776592 3.098848e-01
## 3240 -0.7220323525 -2.4680486798 3.775263e-01 1.2602320583 2.217711e-01
## 3241 0.3823082729 0.9494448689 1.301150e-01 -0.6033575298 2.538387e-01
## 3242 0.5734049622 1.1524270146 -2.245580e-01 1.0363942433 -2.156686e-01
## 3243 -0.4271502694 -0.9511351817 2.550758e-01 -0.3371747183 1.002078e-01
## 3244 -0.5794056960 -1.4261940117 5.599823e-01 0.4811465556 -1.551512e-01
## 3245 -0.3930523790 -1.3954470444 2.441477e-01 0.1241637062 -6.302590e-02
## 3246 -0.5410959129 -1.3154223945 -3.452415e-02 -0.1696939319 3.347110e-01
## 3247 -0.5480142561 -0.7192676553 -1.408896e-01 0.0717458567 3.831526e-02
## 3248 -0.4444539191 0.0017747677 -4.083532e-01 -0.2386470705 -2.228941e-01
## 3249 -0.1333413834 0.8350141140 -2.259705e-01 0.3506595746 -1.893850e-01
## 3250 0.1394493496 1.3411555422 -4.733118e-01 -0.2950752450 6.428040e-02
## 3251 -0.1866409705 0.8752062360 -7.021385e-01 -0.4335844742 2.420443e-01
## 3252 -0.5172426819 0.5225788616 -7.919109e-01 0.1586650088 -3.324868e-02
## 3253 -0.2189637263 1.0292063055 -6.677636e-01 -0.5306739329 -1.449847e-01
## 3254 -0.4576637799 0.2296719628 -2.583174e-01 -0.7241162056 -2.189203e-02
## 3255 -0.0464394376 0.8250082391 1.354018e-01 -0.5676331030 -1.739727e-01
## 3256 0.1390302988 0.6613289861 3.002582e-02 0.4571899744 -3.720798e-01
## 3257 0.0839067165 0.0258889183 5.805841e-02 0.6296985075 -1.868529e-01
## 3258 0.0094567336 -0.0908710913 -1.656217e-01 0.0390311696 -7.049939e-02
## 3259 -0.3442763253 -0.8145215064 -3.377131e-02 0.1023937123 -2.147042e-01
## 3260 -0.1895963818 -0.5650210441 -7.775396e-03 0.1138676713 9.650534e-03
## 3261 0.0115775063 0.2339003988 1.751658e-02 -0.3129463989 4.509781e-01
## 3262 -0.0880863640 0.5930559331 -1.310481e-01 -0.4259792010 1.937875e-01
## 3263 -0.2630138767 0.0336939725 -5.776304e-01 0.1614100140 -2.119205e-01
## 3264 -0.2498821684 -0.0270287886 -1.945873e-01 0.7341661867 -1.870812e-01
## 3265 0.0765865849 0.6342336711 6.523988e-02 0.0424415684 -1.565972e-01
## 3266 0.0933997922 0.6616254101 -2.981837e-02 -0.4871183292 3.503641e-02
## 3267 -0.0115806041 0.4246731192 -1.383066e-01 -0.5331092035 1.115671e-02
## 3268 -0.1546930042 -0.0289607548 -3.135166e-01 -0.1409498030 3.876670e-02
## 3269 -0.6015177443 -1.1548315780 -1.272930e-01 0.1343796222 -2.690908e-02
## 3270 -0.8709824245 -1.7128255313 1.146320e-01 0.2733249760 -3.711474e-02
## 3271 -0.5048500167 -0.8477247231 2.738012e-01 0.5559460978 -1.458690e-01
## 3272 0.2630159903 0.0882203094 8.385723e-02 0.4022683895 -3.451471e-01
## 3273 0.3730743718 0.1818357264 1.358320e-01 -0.0059357004 6.613066e-02
## 3274 0.1823889752 0.2949398820 4.768904e-01 1.0061747432 -1.420546e-01
## 3275 -0.0296152817 -0.7576473621 -1.904058e-01 0.4425939272 6.830978e-02
## 3276 0.2874615526 -0.1782756170 -1.968365e-02 0.0570605689 8.016784e-02
## 3277 -0.0786598274 -0.1657968596 -4.998124e-02 0.0816603420 -3.074488e-02
## 3278 0.3298080293 0.3027466857 2.277282e-01 -0.1588798539 -2.541645e-01
## 3279 0.3268937204 0.1220640200 -6.067403e-02 0.1281702044 -5.407160e-02
## 3280 0.3635437010 0.4518532879 1.168506e-01 0.3271055233 1.072037e-01
## 3281 0.1755659640 -0.0961632288 1.138375e-01 0.1221072173 -4.262848e-02
## 3282 0.1439417244 -0.2751097492 1.501993e-01 0.0658591046 -1.741272e-02
## 3283 0.1612151289 -0.1951631477 -4.364340e-02 -0.1087043207 2.050765e-01
## 3284 -0.1070329548 -0.0100114089 1.444536e-01 -0.0722528968 -2.342071e-02
## 3285 0.0045714959 -0.2264812649 -1.323205e-02 -0.0771690286 1.419850e-02
## 3286 0.0810729641 -0.4311897067 -2.683859e-01 -0.0146187033 1.797557e-01
## 3287 -0.4464437993 -0.9804524496 5.509828e-02 0.1375130979 1.399100e-01
## 3288 -0.7159549253 0.3554683725 -3.549136e-01 -0.0018695500 3.291117e-01
## 3289 -0.1544869030 -0.2998353510 5.629652e-02 -0.4353821945 2.414136e-01
## 3290 -0.5490905853 -0.9772483797 3.827959e-01 0.3479372583 -3.576277e-01
## 3291 -0.8919882621 -1.8697082617 6.557600e-01 0.4058145274 -2.347541e-01
## 3292 -0.5568828712 -1.2597642169 1.270156e-01 0.0222518990 1.336344e-02
## 3293 -0.2278867086 -0.4590427667 -1.998656e-01 -0.0936524626 4.606806e-02
## 3294 0.1235052790 0.4551865222 -3.367554e-01 -0.4853368465 3.668996e-01
## 3295 -0.1679611435 1.5614293003 -5.776606e-01 -0.1939554885 4.141197e-02
## 3296 -0.1703565146 1.2406594555 -7.580986e-01 -0.1645790371 9.028366e-02
## 3297 -0.3109875394 0.4185604601 -4.289553e-01 -0.2182155026 2.736749e-01
## 3298 -0.0168420175 0.6297638753 4.162692e-02 -0.6271429629 1.231084e-01
## 3299 -0.0620972622 0.6694249426 1.720613e-01 0.3316106003 -2.142221e-02
## 3300 -0.3897227898 -0.0301695116 3.244783e-02 0.0709652426 -1.695869e-01
## 3301 -0.1361127861 -0.4460051265 -1.320654e-01 -0.2357231979 -3.493747e-02
## 3302 -0.3715697528 -1.2193921830 8.281316e-02 0.0803072944 -5.778689e-02
## 3303 0.2980327582 0.7039569444 -1.415551e-01 0.1142228368 -1.107778e-01
## 3304 0.2830634479 0.5659711199 8.189063e-02 -0.1305546678 1.323802e-01
## 3305 0.1159886394 -0.1307168722 -2.648436e-01 -0.1525422130 9.596308e-03
## 3306 -0.4589726057 -1.1814079855 -4.932753e-02 -0.0638605585 -1.118740e-01
## 3307 -0.4694929823 -1.5573320285 3.142623e-01 0.3001113646 -1.324388e-01
## 3308 0.1230240266 -0.5480461119 3.708255e-01 0.4444817395 -1.703424e-01
## 3309 0.4417775640 0.0105070761 1.502986e-01 0.0361503429 -2.976568e-02
## 3310 0.3810160572 -0.7168213856 8.059946e-01 0.4020311601 -3.555844e-01
## 3311 0.7174015554 -0.1455352952 3.218644e-01 0.5037256146 4.396773e-01
## 3312 0.9654559470 1.1356321975 -6.042679e-02 0.5052968376 7.406768e-01
## 3313 0.0412555703 -0.9431157049 -1.425191e-01 -0.5310426471 3.187199e-01
## 3314 -0.2090988205 -0.7964108321 -1.906404e-01 0.6234897018 -4.039753e-02
## 3315 -0.0883627364 -0.0225426210 1.175955e-01 0.1022266632 6.847186e-02
## 3316 0.0549431005 0.2507853834 1.816367e-01 0.3628461977 -4.159101e-02
## 3317 0.1652532774 -0.0214414176 -1.132876e-01 -0.2814002659 9.306089e-02
## 3318 0.0922860357 -0.1052234061 -2.865681e-02 -0.1527906040 6.259902e-02
## 3319 0.1827694977 0.0779141253 -1.719866e-02 -0.0614979826 9.646196e-02
## 3320 0.2921807342 0.4266427795 1.583679e-01 -0.3752713786 8.579422e-02
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## 3328 0.0897892765 -0.1426773262 2.853325e-01 1.1732147580 -5.741476e-01
## 3329 -0.0852605950 -1.2740827875 1.017360e-01 0.1771237469 -6.013015e-01
## 3330 -0.5134060216 -2.1355753622 4.202721e-01 -1.1604253531 -4.230118e-01
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## 3348 0.2630003331 0.3927909928 -2.372127e-02 0.2289440938 1.360107e-01
## 3349 0.1592018917 0.4408493207 1.810990e-01 0.5881525334 -2.763096e-01
## 3350 0.2628082229 0.1811023963 -1.474210e-02 0.7255598772 -3.736463e-01
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## 3353 -0.7456044205 -0.8173938517 2.102790e-01 0.3846904752 1.254660e-01
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## 3356 0.4539283862 1.3489930323 -1.111160e-02 1.0058750740 -2.408780e-01
## 3357 0.0227082705 -0.6013654177 -1.715455e-01 0.2940577594 4.566056e-01
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## 3362 -0.1107108369 0.0263638448 5.490609e-03 -0.0501494071 -8.200535e-02
## 3363 0.0590624491 0.0303707756 -1.227480e-01 0.0520504917 -9.003375e-02
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## 3367 0.0242032530 -0.1596620505 -1.872321e-01 0.0842897669 1.356371e-01
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## 3371 0.3000539056 -0.9021968302 1.539416e-01 0.5889067546 -6.868675e-01
## 3372 0.4176079501 -1.1120176771 4.150973e-01 -0.0388653418 -6.287384e-01
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## 3374 0.5069688686 -1.1884927095 5.394565e-01 0.8753076667 -3.712594e-01
## 3375 0.5242877896 -1.3052112455 3.679972e-01 0.1108869341 2.234441e-01
## 3376 0.6091418148 -0.7772822448 6.913245e-01 -1.2435808142 6.399713e-01
## 3377 1.0942506996 1.6772350363 -8.235506e-01 -1.2149186779 7.081368e-01
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## 3385 -0.4679917920 0.1784878220 -6.354638e-01 0.6545959165 -1.030544e-01
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## 3388 0.2810243405 0.4613165136 2.033128e-01 0.2952206119 -1.482625e-01
## 3389 0.0966361028 -0.2375966535 3.684028e-01 0.7011961764 -2.227183e-01
## 3390 0.3593976782 0.7770487242 3.383170e-02 -0.3111679664 2.298416e-01
## 3391 -0.0364147298 -0.4446978891 -6.507753e-02 0.6683683144 -9.033665e-02
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## 3393 0.5312023590 0.4881427757 -2.215371e-01 -0.4716381453 1.281054e-02
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## 3395 0.0249774033 -0.0714675603 1.744486e-01 0.2887741727 2.241735e-01
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## 3402 -1.1038321429 -0.3002900700 1.135059e-01 0.0816823728 2.532388e-01
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## 3404 0.0533386248 0.4950801173 1.537933e-01 0.5824451847 -1.513259e-01
## 3405 0.4687607049 1.2179300901 2.541204e-01 0.4180506385 2.030672e-01
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## 3408 -0.4066114937 -1.2994702614 -3.264389e-01 0.8532866790 9.861906e-02
## 3409 -0.1038715692 -0.2563605506 -2.274484e-01 0.4395972936 1.934724e-01
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## 3413 0.0392024887 0.3317377123 4.141959e-02 0.2821606842 3.089725e-01
## 3414 0.2482605487 0.6832340269 1.052712e-01 0.1732109473 1.597908e-01
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## 3419 0.1955548004 -0.9090881868 8.893355e-02 1.0246115795 -8.666367e-01
## 3420 0.5238192323 -1.0449894895 2.104688e-01 0.6917321837 -8.009104e-01
## 3421 0.7321615633 -0.7597961069 4.026266e-01 0.6553059133 -4.972558e-01
## 3422 0.7161336847 -0.8182918687 3.593690e-01 0.1087870578 -2.205388e-01
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## 3457 0.1337157032 -0.6506220275 1.072791e-01 -0.2055406413 -8.833539e-02
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## 3463 0.7757539241 1.7547147936 1.617057e-01 0.0079858638 1.017969e-01
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## 3466 0.0751452000 0.0086884979 2.080813e-01 0.0166664777 9.054042e-02
## 3467 0.1469955542 -0.3551933785 3.301111e-01 0.0234416523 -1.161101e-01
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## 3469 0.4907513386 0.2851685287 -1.430123e-01 -0.3724612047 2.682565e-01
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## 3472 0.3953330340 -0.6779000211 1.083308e-01 0.5921155081 -5.191534e-01
## 3473 0.1507900104 -1.3355208016 3.668296e-01 0.7368327377 -3.890912e-01
## 3474 0.2573595100 -0.4634667016 2.682767e-01 -0.6946890964 7.381240e-01
## 3475 0.0238250221 -0.9952188107 4.830183e-01 -0.9298962777 4.193307e-01
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## 3479 0.3384786921 1.2370810032 1.770997e-01 0.0187097738 6.716869e-03
## 3480 0.6401117736 1.5507129794 -1.092672e-01 0.4506257794 -2.538900e-01
## 3481 1.5183891492 1.8018533559 -6.202635e-01 -0.5215902819 2.135416e-01
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## 3491 0.0705075354 0.1120518894 -2.520933e-02 -0.5962157778 2.285326e-02
## 3492 0.3586657314 0.4900441012 -9.711131e-02 0.4008606934 -1.377309e-01
## 3493 0.3362785398 0.4857588043 -1.126957e-01 0.3648990091 -2.002303e-02
## 3494 0.0765135100 0.0905242550 1.860341e-01 0.2076603032 -9.936645e-02
## 3495 0.0292884734 -0.3836326143 2.586822e-01 0.0997576419 -2.780455e-01
## 3496 0.1146288790 -0.6506061405 1.877344e-01 0.4151314246 -2.320501e-01
## 3497 0.0379532062 -1.0559845630 2.604767e-01 0.1252479888 8.526935e-02
## 3498 0.0161092752 -0.8619539507 3.665482e-01 0.2657330933 -7.481746e-02
## 3499 1.0502084538 1.0673517707 -8.455456e-03 -0.1957189819 -2.832559e-01
## 3500 0.6385656447 0.4121377809 -4.977640e-02 0.2500036478 1.450614e-01
## 3501 -0.0407857911 -0.2516760429 -5.061653e-02 0.0267966733 2.316886e-01
## 3502 -0.4016295612 -0.7069038291 4.769954e-02 -0.5759740956 1.140836e-01
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## 3504 0.0256476611 -0.1296211563 -1.271280e-02 0.1782543251 -2.301204e-01
## 3505 0.3075062073 0.1558679937 -8.437793e-02 0.3430814061 8.999194e-02
## 3506 0.6486267102 0.6663306608 1.548948e-01 0.2053168138 -1.302856e-01
## 3507 0.4128411983 0.0581936636 1.754973e-01 -0.4881465572 1.110551e-01
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## 3509 -0.2805917733 -0.8857664532 -1.148763e-01 0.2469156692 1.958761e-01
## 3510 0.0767043077 -0.0510282293 2.056972e-01 0.4415256195 -9.007643e-02
## 3511 0.2913992495 0.0435174424 1.821147e-01 0.3663139750 -1.093597e-01
## 3512 0.2645052587 -0.1316632682 -6.315510e-02 -0.7576424587 3.347348e-01
## 3513 -0.3492476007 -0.5262513908 1.306032e-01 0.4635722493 -5.126294e-02
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## 3516 0.7487657855 1.8149521969 5.901143e-02 -0.1708399029 6.391738e-02
## 3517 0.3912583148 0.9930927355 3.388046e-01 0.1415950215 5.668056e-03
## 3518 -1.4270571275 -0.1192773682 3.069021e-01 0.2858976496 -6.451574e-01
## 3519 -0.8071691857 -0.1679058927 3.941948e-01 0.3582860448 -5.876087e-01
## 3520 0.3367280798 0.5800480249 -2.081779e-01 0.0123617138 -1.506493e-02
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## 3523 -0.2956498914 0.2072734152 -2.126379e-01 0.4264493951 -8.167268e-03
## 3524 -0.3235260510 0.0495107166 1.853411e-02 0.4816537777 -3.750360e-01
## 3525 -0.0269486376 0.3025767575 3.367556e-01 0.1053025721 5.437644e-02
## 3526 -0.2240256320 0.5645206773 6.273163e-03 0.3740316275 -3.448318e-01
## 3527 0.7825290164 -0.7524873121 2.247001e-01 -0.2836603653 3.962840e-01
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## 3529 0.2164133178 -1.5672515252 3.929199e-01 -0.0942365122 3.648393e-01
## 3530 0.0354742104 -0.9104210030 2.356266e-01 -0.8139990390 7.483298e-01
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## 3536 0.0169169963 0.0519510066 9.556039e-03 0.2191071193 7.161534e-02
## 3537 0.3731839032 1.0486766922 -7.839479e-02 0.3992893065 2.536553e-01
## 3538 0.3950905839 1.1615013027 -1.467142e-01 0.2186256341 -2.519789e-02
## 3539 1.1833575334 2.0983860534 -6.370051e-01 -0.4890446457 3.435975e-02
## 3540 0.6289076710 0.6434135973 -6.909915e-01 0.4929970164 -1.274904e-01
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## 3543 0.5362506452 -0.3651302486 9.402138e-02 -0.2699264385 -7.223812e-01
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## 3552 0.0452300134 -1.1936839788 3.859566e-01 0.7602342421 -2.574646e-01
## 3553 0.2350319049 -1.4619219499 4.360593e-01 0.7097414431 -4.042365e-01
## 3554 0.4004319977 -1.3074156217 2.529558e-01 0.1736574604 -2.629002e-02
## 3555 0.3302437684 -1.0896710283 3.822694e-01 0.3226915720 1.967393e-01
## 3556 0.6691022953 0.6676592141 3.450589e-01 0.1643269532 1.718137e-01
## 3557 0.8738353045 1.0055871016 1.570852e-02 0.1183017745 -1.693779e-01
## 3558 0.6428814227 0.3001070408 -1.208115e-01 -0.1599756379 -2.017565e-01
## 3559 0.1711348285 -0.2278685441 4.606665e-02 -0.4445926293 2.619827e-01
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## 3562 0.3251670983 -0.4467958255 1.623040e-01 -0.2599629569 1.035718e-01
## 3563 0.3223904813 -0.1881405800 -1.131354e-01 0.0758886277 1.207371e-01
## 3564 0.4058222318 0.5102378182 2.128828e-01 0.2077611560 4.029560e-02
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## 3566 -0.0574851516 -0.4261945741 2.592723e-01 0.3187239635 -7.431147e-02
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## 3568 -0.4799596631 -0.7856679375 -2.847139e-02 0.0930254979 9.559845e-02
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## 3570 -0.1133005517 -0.3669386962 6.592543e-02 0.1186753374 -8.608200e-02
## 3571 0.3956478297 0.5055673969 2.763875e-01 0.2940352896 -1.968291e-01
## 3572 0.6400485760 0.8274184994 3.117951e-01 0.0558034184 -3.988034e-02
## 3573 -4.0812487048 1.0817193185 2.430200e-01 -0.8179409462 -5.611688e-01
## 3574 -3.2030525526 0.7770459617 7.658222e-01 -0.6374169014 -1.116165e+00
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## 3577 0.2229250649 0.0992908857 -2.966222e-01 0.1337524214 -3.971112e-02
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## 3579 -0.1880481168 -0.7852638747 2.297518e-01 0.5772954912 -1.976727e-01
## 3580 0.1612335456 -0.1912466444 3.641894e-01 0.5083718352 -2.284217e-01
## 3581 0.3081103414 0.0894310430 4.287038e-01 0.1103582980 1.427323e-02
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## 3586 0.3172755741 -0.4525219834 2.910546e-02 -0.3598648091 4.870487e-01
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## 3590 0.3283712871 -0.0002483279 1.601879e-01 0.1422132266 -7.963217e-02
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## 3596 0.0967465244 0.6635944257 -2.198186e-01 0.4596500779 -1.121041e-01
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## 3599 0.5877070888 0.1046284445 -6.427859e-01 0.3418613923 -3.515467e-01
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## 3604 0.1935702801 0.0803763137 -1.006104e-01 -0.0650029748 -5.731020e-02
## 3605 0.0073278439 -0.4491481650 1.473581e-01 0.2065558206 2.391644e-02
## 3606 -0.4721542001 -1.3426430481 3.797908e-01 0.1663541228 2.187763e-01
## 3607 -0.5245131313 -1.4908179523 3.374503e-01 -0.0078765277 4.603024e-01
## 3608 -0.3472992741 -1.0114712481 -7.660125e-02 -0.2671636449 6.668173e-01
## 3609 1.0892595563 0.7400303385 3.041870e-02 -0.3316443528 1.812393e-01
## 3610 0.5625413677 -0.3548146772 -1.814495e-02 0.2110907985 1.135814e-01
## 3611 0.0044730401 -1.4213679464 2.848657e-02 0.7249359149 -6.926528e-02
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## 3613 0.6416020884 0.0743020145 3.830862e-01 -0.3619398528 -1.006538e-01
## 3614 0.5923547004 -0.2220460392 5.931627e-02 -0.0901279475 2.369468e-02
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## 3616 0.7022369146 0.0644521491 3.300493e-01 0.1011488218 -1.281620e-01
## 3617 0.1747019589 -0.7307274548 7.621587e-02 0.0889751293 3.028598e-01
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## 3624 0.3267332107 0.9609819280 2.559517e-01 0.9674319146 -2.032971e-01
## 3625 0.3444236025 0.7332642238 1.269119e-01 0.0521224645 -1.597851e-01
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## 3639 -1.1538182889 0.7963905971 -2.469908e-01 0.4206480569 1.090624e-01
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## 3649 -0.0550462866 0.5504080993 1.432637e-01 0.1938689167 6.782668e-02
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## 3654 1.1989331861 1.6964694640 -5.838326e-02 0.6815035597 -4.387160e-01
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## 3658 -0.3658353846 -1.0257442781 -1.898738e-01 -0.8705644743 4.546021e-01
## 3659 0.3055916605 0.7625265286 -3.943621e-01 -0.2588248272 2.941098e-01
## 3660 0.8773418820 1.8252704513 -9.602230e-01 -0.1419505409 -8.602928e-04
## 3661 0.2229376675 0.4644255331 -4.236180e-01 -0.2889768723 1.187732e-01
## 3662 0.3282717221 0.7304745968 -2.521516e-01 0.5106073592 -2.545664e-01
## 3663 0.4117701027 1.0049237578 -4.740174e-02 0.0385313257 -1.813937e-01
## 3664 0.1815881281 0.8753258195 2.210006e-01 0.4909856145 -2.957184e-01
## 3665 0.1713658252 0.4698665809 8.363160e-02 0.1065483275 -2.802655e-01
## 3666 0.1890447625 0.2564272177 4.040690e-03 -0.1279251766 -1.718705e-01
## 3667 0.1868589281 0.2906892901 9.915708e-03 -0.1472027015 -3.112398e-02
## 3668 -0.8785623753 -1.0391999911 1.109299e-01 -0.6517779801 1.643194e-01
## 3669 -0.7226425897 -0.6647638252 -2.087400e-01 -0.2566257596 -1.680430e-01
## 3670 -0.3900302577 0.1017296090 -1.750027e-01 0.7349665145 -2.831455e-01
## 3671 -0.2216269156 0.0989105188 3.034548e-02 0.3246068366 -4.166002e-02
## 3672 0.2385806001 0.7249813296 -1.086233e-01 1.1746664714 -3.478911e-01
## 3673 -0.2221325518 -1.7088564262 -6.321661e-02 -0.0712747756 2.116224e-01
## 3674 0.1665279818 -0.8907314905 5.217218e-01 0.4242014492 1.173726e-02
## 3675 0.6912854263 0.2515398462 3.675738e-01 0.0898687179 1.777211e-01
## 3676 0.3989109741 -0.3188137462 1.098288e-01 0.2061061864 3.715285e-01
## 3677 0.4037801484 -0.0165341467 9.177167e-02 -0.1389949096 1.405143e-01
## 3678 0.3919568360 0.5025496789 -3.004261e-01 -0.3335699060 2.128370e-01
## 3679 0.1858592642 0.3643908650 -1.050708e-01 -0.4315431715 1.539161e-01
## 3680 -0.1737991632 -0.3694814153 3.286723e-01 -0.0507446840 -1.937128e-01
## 3681 -0.1579871262 -0.9910654049 2.785525e-01 0.0331653795 -1.004433e-01
## 3682 -0.1507052562 -0.8023039584 3.018269e-01 -0.2304648379 2.398068e-01
## 3683 -0.0596357918 -0.3721858540 -2.171806e-01 -0.2066684725 2.288395e-01
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## 3685 -0.4782964169 -0.3794070000 -9.409030e-02 0.3969844468 2.268426e-01
## 3686 -0.3166615670 0.0176684951 2.357125e-01 0.8301247235 3.536312e-02
## 3687 0.5530633457 0.4592588138 -2.012788e-01 0.1494084240 5.465395e-02
## 3688 0.5071656560 0.2735875965 -7.068315e-02 -0.0396108388 2.509952e-01
## 3689 0.4429048117 0.1856283039 3.382279e-02 -0.1121884874 2.814391e-01
## 3690 0.8595632320 0.3279407544 -3.652108e-01 0.4417616869 -3.031122e-01
## 3691 1.9918941400 0.0019499766 -3.340011e+00 -0.7929266709 6.292536e-01
## 3692 1.1511696251 -0.7281350333 -1.183967e+00 -0.9971019912 5.068386e-01
## 3693 0.4215364918 0.0716539891 1.131385e-01 0.7079331253 1.128394e+00
## 3694 -3.2159597238 0.9200952189 9.831443e-01 -0.1526428850 1.311314e+00
## 3695 -3.9461257885 1.2355000711 1.245555e+00 -0.5857620277 1.943214e-01
## 3696 -0.6115437116 -0.4395595874 -1.229546e-01 0.2367932364 -5.599917e-01
## 3697 -0.3223947916 -1.0399797283 2.589325e-01 -0.3502327550 9.858895e-02
## 3698 -0.1209820626 -0.2734212430 9.093404e-02 -0.1683392511 2.287483e-01
## 3699 -0.2241716539 0.3591362470 -5.087540e-02 0.0697554804 2.411332e-01
## 3700 -0.8767395590 0.9726738593 2.051803e-01 0.8252405419 8.351515e-02
## 3701 -0.2455384373 0.3976402548 -2.653737e-01 -0.3289033159 1.093776e-01
## 3702 -0.2148579153 0.7004027583 -4.129637e-01 0.3285956980 -9.301801e-02
## 3703 -0.6103891434 0.3863193832 5.937531e-01 -0.0815431051 -1.183142e-01
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## 3899 0.0994605943 0.2542052373 -2.906498e-02 0.2414696425 -2.332699e-01
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## 3901 -0.3516035530 -0.8798635811 7.795696e-02 0.0711880691 1.332067e-01
## 3902 -0.1330152896 0.1529922036 -1.975300e-01 -0.4915134779 3.207546e-01
## 3903 0.0269238749 0.8529701321 -9.677735e-01 0.0681776099 7.245806e-03
## 3904 0.0692161744 1.2154864615 -7.488694e-01 -0.5923372550 8.799361e-03
## 3905 0.2959177811 1.7310817871 -3.191306e-01 -0.0379510742 -1.675462e-01
## 3906 0.3940579577 1.5698099081 -3.782644e-02 0.5705075502 -3.740835e-01
## 3907 0.3390664809 0.6024642428 5.047954e-02 0.1671431467 -5.071183e-01
## 3908 0.3869342902 0.1069891209 8.012037e-02 0.4366401144 -5.589922e-03
## 3909 0.2067162825 -0.2772364086 -6.596238e-02 0.1475604199 -1.105152e-01
## 3910 -0.0909853715 -0.1264221091 1.846713e-01 -0.0463387642 -6.614851e-02
## 3911 0.4266845216 0.6520171020 3.638858e-01 -0.1567060736 -1.055069e-01
## 3912 0.6665897176 0.7221521099 8.213890e-02 0.0171186829 2.027899e-01
## 3913 -0.1577448810 -0.7988249952 -3.810863e-02 -0.0881723879 1.973605e-01
## 3914 -0.1647708034 -0.7106164301 3.227525e-02 -0.2460627871 3.357059e-02
## 3915 -0.1689381873 -0.5030821044 -5.853282e-02 -0.3552117691 -4.203673e-02
## 3916 0.0947948618 -0.3991610648 -6.771672e-02 0.0209783782 -2.939315e-01
## 3917 0.3601921529 0.1234485314 3.262066e-02 0.4566908175 -4.646449e-01
## 3918 0.1923972513 -0.2156667321 1.971780e-01 0.0867001268 -1.823641e-01
## 3919 -0.0843820139 -0.3213277419 1.028873e-03 -0.3542223218 -4.491451e-02
## 3920 0.4833040012 -0.1884297496 5.248390e-02 -0.0490604387 -1.257482e-02
## 3921 -0.3090630450 -0.8506799078 1.975314e-01 -0.3323891044 3.643232e-02
## 3922 0.3075293536 0.9884199835 -2.624593e-01 -0.3664167957 1.358693e-01
## 3923 0.1121605024 1.1680894429 -2.033655e-01 -1.1023594662 4.117042e-01
## 3924 -0.6462229909 -0.5853221649 -1.712328e-01 0.1604943199 9.707164e-02
## 3925 -0.8472162527 -1.3294621313 1.020353e-01 1.1181709677 -2.245903e-01
## 3926 1.0616903100 0.8038032233 -5.776181e-01 -0.1249089752 4.059957e-02
## 3927 0.2943402843 -0.0384868692 1.690029e-01 0.0009509598 2.676744e-01
## 3928 -0.0585811118 0.0829933212 3.654207e-01 -0.5509123891 4.026317e-01
## 3929 -0.0954364025 0.2325962410 2.324413e-02 -0.6456487724 8.062086e-02
## 3930 -0.4507029148 -1.2610928657 5.727684e-02 -0.0590123985 1.309635e-02
## 3931 -0.4968183739 -1.1818417203 3.543877e-02 -0.2169610408 9.024587e-02
## 3932 -0.6938888412 -1.1191488497 2.292905e-01 0.0621420445 2.351783e-01
## 3933 0.5518831019 0.7537580271 -3.018637e-01 0.1556229244 -3.132451e-01
## 3934 0.3634447019 0.9435555527 1.053175e-01 -0.5054792237 2.692091e-01
## 3935 1.8810608046 0.5258464270 -1.989481e+00 0.2609729942 -1.450565e+00
## 3936 1.9968312234 -0.9616043649 -3.242965e-01 0.4411386615 8.002480e-01
## 3937 1.5905974395 -0.3841008680 1.050219e+00 -0.4235627889 -5.192578e-01
## 3938 2.2573210227 -0.6891154685 1.287327e+00 -0.4237637928 -5.200447e-01
## 3939 2.5318265310 -0.6226674459 1.693826e+00 0.0157018081 -1.343622e-03
## 3940 0.3403769179 0.3119536738 2.598866e+00 0.6487338991 1.086503e+00
## 3941 -1.2387204435 -1.2836624004 -3.842459e-01 -0.2454846225 -1.578983e-01
## 3942 -1.0953818681 0.1782798295 -9.410506e-01 0.1727043855 8.334097e-03
## 3943 -1.3606082985 0.4095636724 -3.697537e-01 0.1161561694 7.180019e-02
## 3944 -1.4726713885 1.3357282320 6.876346e-01 0.6606600406 3.858904e-02
## 3945 -0.2351914456 0.2310744062 7.017073e-01 0.7531101940 -1.161793e+00
## 3946 0.7628049483 -0.1077069993 7.533958e-01 0.5649462259 -3.451658e-01
## 3947 1.4539412235 0.8241942130 2.085323e-01 -0.4544742187 1.642640e-01
## 3948 1.2834107265 0.8291465970 -5.154710e-03 -0.7037340712 2.060145e-01
## 3949 0.4027409050 0.0009742163 1.885012e-01 -0.2004200607 3.612399e-01
## 3950 -0.2435347347 0.1069746674 1.863410e-02 0.4496949132 -2.985568e-01
## 3951 -0.0646391733 -0.0247536074 -8.468375e-02 -0.4331454533 8.093228e-02
## 3952 -0.4066019157 -0.8870638856 -4.214970e-02 0.2522516823 -2.472949e-01
## 3953 -0.3643228381 -1.1087455711 1.860211e-01 0.3893877152 -3.695946e-02
## 3954 0.0841382299 0.8419386845 -1.249058e-01 -0.2029435741 7.695011e-02
## 3955 -0.2278602729 0.3235913349 -2.874351e-02 0.6637394284 -3.365386e-01
## 3956 -0.1411446141 0.1649904312 -7.951330e-02 -0.0318793586 2.679027e-02
## 3957 -0.0767333030 0.0556614498 5.425559e-02 0.0042887917 -2.221248e-01
## 3958 0.0456002101 0.1126063193 5.952631e-02 0.0878219390 2.289175e-02
## 3959 -0.0617610935 -0.3981845872 -7.947119e-02 0.4288446771 -3.113988e-02
## 3960 -0.2295033787 -0.8995186918 -1.640045e-01 -0.0990534064 -8.330315e-02
## 3961 -0.1807975832 0.7786848729 -7.695799e-01 -0.0459999764 6.393659e-01
## 3962 -0.3365141546 0.6874529405 -1.167029e+00 0.1952529799 9.540884e-02
## 3963 0.3389394804 1.5101103134 -4.444694e-01 -0.1658993688 1.238242e-02
## 3964 0.4334525679 1.5869785581 -8.907774e-02 0.1906721894 -3.209155e-02
## 3965 0.1671941550 0.8577359473 -4.157475e-03 0.4221578403 3.386299e-02
## 3966 0.0216722074 -0.0385482641 -1.911046e-01 0.1445674382 8.796373e-02
## 3967 -0.0068699230 -0.4674968131 -4.077053e-03 -0.0327927426 -6.651091e-02
## 3968 -0.0192817348 -0.6285041392 1.646296e-01 -0.0856365063 -5.827147e-02
## 3969 0.3223921754 -0.0927638432 -1.424760e-01 -0.0322533498 5.369294e-02
## 3970 0.1795670325 -0.1374082631 3.898848e-01 -0.3033834618 8.953995e-02
## 3971 0.6078443569 0.5564288965 4.626851e-02 0.0668336446 -4.707679e-02
## 3972 0.2653258231 -0.2401758124 6.637325e-03 0.3814474167 6.278704e-02
## 3973 0.0307487553 -0.8563216908 -6.370106e-02 0.0769657030 1.121616e-02
## 3974 0.0663226930 -0.6517910563 -1.373916e-03 0.1002514108 1.402059e-01
## 3975 0.1891003860 -0.4240572989 1.354485e-01 0.1530781121 -9.826478e-02
## 3976 0.6478508370 -0.8437617283 4.548143e-01 0.7036562727 -4.193795e-01
## 3977 0.7122484518 0.2361170811 1.089363e-02 -0.6057950106 5.581496e-01
## 3978 0.6170768635 0.5692420048 5.396891e-02 -0.6478522508 1.514226e-01
## 3979 0.0997211034 -0.9366301198 4.443860e-01 0.5827611485 2.030047e-02
## 3980 0.1511405890 -0.6578157939 5.468297e-01 0.4423464137 -1.176240e-01
## 3981 0.4328143961 -0.2637732902 2.925284e-01 -0.1870962860 -2.771486e-01
## 3982 0.2029356719 -0.9011176666 1.014948e-01 -0.0805037400 9.235538e-02
## 3983 0.2502742481 -0.6710742717 2.843911e-01 -0.3802724228 -1.168815e-01
## 3984 0.6612387213 1.5734149369 -3.580792e-01 -0.0790140114 5.759297e-02
## 3985 -0.5125784133 -0.9895630957 -2.172679e-01 -0.0967562494 -1.680863e-01
## 3986 0.7720861656 0.2848244945 -6.784223e-01 0.2087990858 -2.039303e-02
## 3987 0.4998543168 0.4495835924 4.321610e-01 -0.4066141648 -2.945212e-02
## 3988 0.5383319601 0.4475237897 1.092874e-01 -0.0507689260 -1.589976e-01
## 3989 0.2071355215 -0.3676757986 8.295611e-02 0.3050537825 -2.195843e-01
## 3990 -0.1722756205 -1.1087480074 1.237190e-01 0.0568997625 -3.945797e-02
## 3991 -0.3433022029 -1.0785282229 5.839855e-02 -0.1970511245 1.919521e-01
## 3992 -0.2698286511 -0.2786768649 -8.637755e-03 0.3908731847 -1.330985e-02
## 3993 0.2151710262 0.3609312902 -1.169812e-01 0.6137062807 -3.269696e-01
## 3994 0.4141757947 0.1502689316 -1.265028e-01 -0.4160593337 1.605125e-01
## 3995 0.3029431022 0.1300485451 -3.957861e-02 -0.8939055784 6.544488e-01
## 3996 0.2712145547 1.1871650721 -5.824938e-01 0.2751553472 -1.083681e-01
## 3997 2.6580043741 -0.5894790386 -5.997299e-01 -0.3039186893 -1.809728e+00
## 3998 3.9016062560 -0.9697319860 -5.505327e-01 -0.5806483554 -6.427565e-01
## 3999 3.7336112075 -1.4263433828 -4.048134e-01 0.0301472450 4.025802e-01
## 4000 2.7022145466 -0.8809405813 6.207367e-01 0.0881237791 2.139212e-01
## 4001 2.7116326319 -0.6078129616 1.526592e+00 0.0755698538 -1.396308e-01
## 4002 1.5132567095 -0.1254141076 1.432866e+00 0.3299913389 2.774640e-01
## 4003 -0.3639330437 -0.3878000489 9.663384e-01 -0.0736009736 5.764792e-01
## 4004 -0.9471695293 -1.1736987570 -5.370732e-01 -0.2114730223 2.281129e-01
## 4005 -1.0424169295 0.9109609551 1.519585e+00 0.1349558875 -2.831800e-01
## 4006 -0.0499580601 -0.3897463091 7.975131e-01 0.4071922389 -5.304554e-03
## 4007 1.0132296330 1.3921539905 -2.346023e-01 -0.0633886535 2.864645e-01
## 4008 -0.0929154425 -0.3056580388 8.426749e-02 0.4281993196 -9.020130e-02
## 4009 0.2328377153 -0.0090595290 1.468373e-01 0.2301794855 -5.601723e-02
## 4010 0.3347313058 0.0924099299 8.716734e-02 -0.1842293074 1.346468e-02
## 4011 0.0777210321 -0.1721748483 2.609383e-02 -0.1789800074 -1.673983e-02
## 4012 -0.2970474910 -0.8506678902 -7.082247e-03 -0.5086451415 1.034440e-01
## 4013 -0.6331109765 -1.1523093692 1.214028e-01 -0.2728628738 2.479774e-01
## 4014 -0.7446561716 -0.9383539642 2.632797e-01 0.2896212254 -3.875724e-02
## 4015 -0.0627039431 0.3640771164 -4.649893e-03 0.5585184281 -4.020678e-01
## 4016 0.4021085605 0.8090591069 -7.364276e-02 0.3381829964 -5.259946e-01
## 4017 0.1554915335 -0.0291212109 2.131061e-01 -0.2163209313 -6.628777e-02
## 4018 0.0491463560 -0.2237813829 1.120584e-01 -0.1204035109 1.376168e-01
## 4019 0.0232848289 -0.1081106384 -1.092845e-01 0.2432306584 -4.845555e-02
## 4020 -0.0323511928 -0.0479044213 1.280455e-01 0.0527512751 -7.344062e-02
## 4021 -0.3619019367 -0.5751148043 -1.889265e-01 0.2658462648 -9.623089e-02
## 4022 -0.3850167242 -0.7658264314 -1.404930e-01 0.0081803887 1.487249e-01
## 4023 -0.0252230610 0.1259526908 -2.562934e-01 -0.3217620891 9.087227e-03
## 4024 0.3459716757 0.7199427107 -9.371984e-01 -0.0855322545 -1.263960e-01
## 4025 0.2671063773 0.4931274409 -1.028693e+00 -0.0990557026 1.318733e-01
## 4026 0.3564142175 0.7849996557 -8.620370e-01 -0.0150450621 8.611420e-02
## 4027 0.6157455998 1.4403458320 -6.428304e-01 0.0728582225 -2.916349e-01
## 4028 0.6711628715 1.5116553585 -2.371388e-01 -0.0672963115 -3.733337e-01
## 4029 0.5005035575 1.0780064965 -1.264334e-01 0.2673930160 -3.086775e-01
## 4030 -0.1870870251 -0.1664936830 -1.468542e-01 -0.0786970665 -3.480528e-02
## 4031 -0.1836217762 -0.1966496193 6.174137e-02 -0.2352908029 1.913365e-01
## 4032 -0.2859527807 -0.5029426350 1.105780e-01 0.2623441044 -8.746046e-03
## 4033 0.0876958039 -0.2076837154 -1.657915e-01 0.1547752734 -7.965877e-02
## 4034 0.1620809855 0.5639879949 4.086236e-01 0.2916283883 1.258945e-01
## 4035 0.0735252926 -0.6127436839 1.261929e-03 -0.0216422061 1.923365e-01
## 4036 0.0979020081 -0.5959001596 7.335727e-02 0.0990842491 9.785326e-02
## 4037 -0.1242758142 -0.8820578704 4.405888e-01 -0.1146128889 1.663708e-01
## 4038 -0.0063828299 -1.2424705441 4.696638e-01 0.3395654337 9.023297e-02
## 4039 0.3619644418 -0.7669577242 -1.388531e-01 0.1769048907 2.303552e-01
## 4040 0.7036515996 1.1591824535 -1.350118e-04 -0.2198303504 1.729999e-01
## 4041 0.1096687210 -0.0957722673 1.642952e-01 -0.1625620504 2.352332e-02
## 4042 -0.4565550105 -0.9543516327 2.182927e-01 -0.1943377257 3.217012e-01
## 4043 -0.1733786682 -0.2975320189 9.804720e-02 0.1285641653 4.884848e-01
## 4044 0.0834320416 0.1995361800 7.794646e-02 0.4248227417 -1.397108e-01
## 4045 1.1090310757 1.8240027362 -4.358248e-01 -0.2342552115 -3.535506e-02
## 4046 -0.2254956680 0.1518771466 -3.553444e-01 0.8481113822 -2.827099e-01
## 4047 0.3824171705 -0.3751503483 7.931012e-02 0.2825796022 1.916247e-02
## 4048 0.4363000891 -0.3926826042 2.267901e-01 -0.2795386716 1.150259e-01
## 4049 0.0811741353 -1.0310302563 1.445619e-01 -0.3227802177 1.542195e-01
## 4050 0.1716813808 -0.6755931359 2.194642e-01 -0.3706609583 3.651312e-02
## 4051 0.0844961950 -0.4520051883 8.817534e-02 -0.2986177996 2.200049e-01
## 4052 0.0093830919 0.0980568136 -2.479935e-01 0.0670458756 2.207862e-02
## 4053 0.5397031272 1.3213041900 -3.858536e-01 -0.4985834657 -1.934735e-01
## 4054 -0.1246489316 -0.4412194097 1.425459e-03 -0.1867338929 -3.041561e-02
## 4055 1.8489068451 -0.4676808249 -4.178676e-02 0.3085595534 -1.407018e+00
## 4056 3.2557561500 -0.7015053824 -5.396010e-01 -0.9950913544 -9.884854e-01
## 4057 3.6817665198 -1.1160992138 -4.795602e-01 -0.5538534699 -3.685187e-01
## 4058 3.0406897800 -1.0720833828 4.039447e-01 0.6787331566 3.588227e-01
## 4059 0.6492164225 0.3267967496 6.666380e-01 0.0983278473 4.115827e-01
## 4060 0.2465993114 0.4511545468 6.948950e-01 -0.2230843511 1.924586e-01
## 4061 0.0267718623 0.2258234000 4.227615e-01 -0.1248770879 1.093045e-01
## 4062 -0.3151784841 0.0681995198 2.977156e-01 -0.4348924469 3.595781e-01
## 4063 -0.4960274735 -0.8601054334 -2.772014e-01 -0.4164581858 -1.339351e-01
## 4064 -0.1845096463 -1.1998645978 -6.628842e-01 0.1181373392 -3.895460e-01
## 4065 0.1831326208 -0.4928252963 -4.428986e-01 0.2663795409 4.383205e-01
## 4066 -0.9731523729 0.3887998094 1.308749e+00 0.4817624709 4.203384e-01
## 4067 -1.6253981860 0.0600645688 1.677952e+00 -0.1668836540 9.753700e-02
## 4068 -1.4070528933 0.1352631269 9.700372e-01 -0.5119969672 -5.517676e-01
## 4069 -0.1061913120 0.2627169013 -6.157490e-02 0.3954201256 -4.439758e-03
## 4070 -0.5602769177 -1.0661670653 5.151508e-02 -0.0031739633 -1.489697e-01
## 4071 -0.5566108036 -1.2401018769 3.935319e-01 0.3227826309 -3.564541e-01
## 4072 0.1291145576 -0.2175104790 2.482995e-01 0.6203323567 -2.438143e-01
## 4073 -0.0346942886 -0.0961032296 -1.325786e-01 0.0413995374 6.413150e-02
## 4074 -0.2401781229 0.0040762313 1.302203e-02 0.2317959695 -2.451180e-01
## 4075 -0.3596817159 -0.6991385423 -5.242980e-02 -0.3742354734 -1.174354e-01
## 4076 0.0011851835 0.3091101019 -4.135714e-01 0.4944089067 2.771533e-02
## 4077 0.3036141913 0.3301156931 -8.696804e-01 0.4551061659 -3.090466e-01
## 4078 0.5200469115 0.4683987444 -1.006626e+00 -0.3448444114 1.302596e-01
## 4079 0.7353708292 1.2470847529 -7.842810e-01 -0.4076073547 2.934887e-01
## 4080 0.6841175303 1.4091194425 -3.997471e-01 0.1174461659 4.102182e-02
## 4081 0.4892183893 0.6568148865 -2.403326e-01 0.4194918564 2.879182e-01
## 4082 0.2784954090 0.3126484634 8.670976e-02 0.1007079244 1.178034e-01
## 4083 -0.0544347130 -0.1217910344 1.111027e-02 -0.3610568988 2.068478e-01
## 4084 -0.1492093772 -0.2438217711 -3.182231e-02 0.1382532441 -1.664963e-01
## 4085 -0.0750083763 -0.0413998993 6.255756e-02 -0.3089187777 1.231987e-01
## 4086 -0.2539810828 -0.4036440478 1.522488e-01 -0.5201514526 1.544330e-01
## 4087 -0.1848693410 -0.1218460750 -2.041866e-01 0.0530606834 1.269822e-01
## 4088 0.1063067458 0.5598195844 -2.343773e-02 0.2504430072 1.236327e-01
## 4089 -0.0450119971 0.4379751688 2.799208e-01 0.0661781163 -2.689691e-02
## 4090 -0.0393200981 0.2976879787 1.690437e-01 0.2617302282 -6.784777e-02
## 4091 0.0066041856 0.0850713305 4.060989e-03 0.2758390936 -2.441720e-01
## 4092 -0.1859674330 -0.7322895761 2.902700e-02 0.0834998985 -1.242501e-01
## 4093 -0.1355230893 -0.9470134641 3.648756e-02 0.1146630902 -3.500526e-02
## 4094 0.0652299105 -0.6233628664 -7.952301e-02 -0.0707673369 -7.053130e-02
## 4095 -1.0407069937 -0.7080762548 2.548273e-01 -0.7215532207 9.597365e-02
## 4096 0.2321087652 0.4437544818 -3.667535e-01 1.1839080066 -2.725813e-01
## 4097 0.5855083129 0.9507223465 3.556461e-02 0.3132706908 -1.868412e-01
## 4098 0.2570518614 0.4187042516 1.402154e-01 -0.9932666317 3.962021e-01
## 4099 -0.3683642347 -0.4580115672 7.982214e-02 -0.7472420394 8.149105e-02
## 4100 -0.3995790929 0.1640884888 -1.239805e-01 -0.2036293588 -4.471395e-01
## 4101 -0.4452077439 0.4331654681 -2.874101e-01 0.3437813586 3.459480e-01
## 4102 -0.0331224006 1.3857975962 -2.192013e-01 0.9299986760 -4.688038e-02
## 4103 0.5185592071 1.4304141911 -2.890982e-01 0.2400102910 -4.279871e-01
## 4104 0.1074145815 -0.2883166090 -1.277582e-01 -0.4273881095 -1.845774e-01
## 4105 -0.8259036354 -1.8636324445 -5.263185e-02 0.4068560497 -3.211328e-01
## 4106 0.2301121036 -0.0659495427 -1.978758e-01 -0.0307108876 -2.867189e-01
## 4107 0.1386428945 -0.4485510781 8.462666e-02 0.0800616128 -3.626272e-02
## 4108 0.3263703903 -0.0221055530 3.330381e-01 0.4649065470 1.871544e-01
## 4109 0.3403309809 -0.1833668390 7.504324e-02 -0.3539258188 8.942309e-02
## 4110 0.1359002425 -0.7796692654 1.203064e-01 -0.2112445221 -2.578976e-02
## 4111 0.3871315613 -0.5201889124 4.688549e-01 -0.1230485266 -1.580834e-01
## 4112 0.5092371817 -0.2019697484 2.098580e-01 -0.2825376614 1.379507e-01
## 4113 0.3384160623 0.1602986923 -2.584030e-01 0.1558518367 -1.072638e-01
## 4114 1.4756692610 1.5052141943 1.052834e-02 -1.0519637848 -1.200750e-02
## 4115 0.4460482764 0.1899243055 1.170838e-01 -1.5376976535 5.628106e-01
## 4116 -0.5475022063 -0.7586788475 1.877982e-01 0.2889110814 5.355182e-01
## 4117 -0.5590303320 -0.7740644633 1.729055e-01 1.4524587769 -3.973604e-01
## 4118 1.5433581684 0.5992010455 -6.384533e-01 -0.8689176906 -2.145443e-01
## 4119 1.0680371039 -0.4331108221 -7.163206e-01 -0.1716579005 4.493430e-01
## 4120 0.4777335978 0.3447973897 3.068189e-01 -0.1327254867 3.104628e-02
## 4121 0.6292553152 0.4757547791 2.134833e-01 -0.2049090252 3.850658e-02
## 4122 0.5388847958 0.5004564593 5.178068e-01 -0.0887312021 1.837308e-01
## 4123 0.3007862860 0.4933566545 5.299732e-01 0.0027594701 2.301879e-01
## 4124 -0.1021758908 0.4554267880 6.278119e-03 0.1716755994 3.502075e-01
## 4125 -0.6664662841 0.5436315077 -3.863615e-01 -0.1128415523 4.715594e-01
## 4126 -0.6818020810 -0.9696193129 1.372561e-01 -0.4246261774 -1.292121e+00
## 4127 0.2727161393 -1.0264740735 -3.231301e-01 0.3300670460 -6.968297e-01
## 4128 0.7012843600 -0.8713724303 -6.023921e-01 0.3015143644 3.096515e-01
## 4129 0.1654988606 -0.3793358363 2.499146e-01 -0.0448706504 2.442097e-01
## 4130 -1.5442215435 0.3054829411 1.361948e+00 -0.0972763615 -4.044318e-01
## 4131 -0.7220725706 0.2923943024 4.914025e-01 -0.1332802526 -9.333342e-01
## 4132 0.1575807873 0.0545219095 6.678322e-02 0.6168911868 -2.634711e-01
## 4133 0.3563757818 0.2586255610 3.330317e-01 -0.0525696532 2.119539e-01
## 4134 -0.4438059811 -0.1118266717 4.036331e-02 -0.2666453402 -1.221972e-01
## 4135 -0.5622981014 -0.3163114144 -1.263049e-01 -0.1146074318 3.138210e-03
## 4136 0.0877390882 -0.9329579325 9.666604e-02 0.6443591044 -4.197571e-01
## 4137 0.0432741322 -1.3391497760 2.277486e-01 0.3137012842 -1.492721e-01
## 4138 0.0686464876 -0.2585702284 1.806649e-01 -0.4522823424 3.033869e-01
## 4139 -0.0620057897 0.1986262738 -6.412111e-02 -0.0981457804 -1.062416e-01
## 4140 0.0064004993 0.0620851221 -1.994429e-03 0.5050694859 -2.342543e-01
## 4141 -0.1127472891 -0.4968467879 -7.706276e-02 -0.0703819918 1.469999e-01
## 4142 -0.4823783552 0.5294006845 -9.411193e-01 -0.0927669691 2.886564e-01
## 4143 -0.1047954674 1.1593441796 -1.086770e+00 -0.2275819333 2.690872e-01
## 4144 0.2465319404 1.4088217565 -1.003349e+00 -0.3691452213 1.336295e-01
## 4145 0.2002162100 1.1229039685 -3.987783e-01 0.0526434447 -2.602402e-02
## 4146 0.1795370425 0.1561595632 -3.869389e-01 0.2795626509 -1.551063e-01
## 4147 0.1259718249 0.1273832633 -2.192812e-02 0.4709854428 1.708565e-01
## 4148 0.4664810051 0.8941701064 2.715442e-01 -0.0257681835 -8.932537e-02
## 4149 0.1631744669 0.1370051573 1.744359e-02 -0.4370201046 -1.238495e-02
## 4150 -0.0688582397 -0.4624942587 5.184515e-02 0.1499157147 2.841536e-02
## 4151 0.0872720407 0.0371368309 2.865456e-01 -0.5878504517 -1.681083e-01
## 4152 0.1098696530 -0.0030746148 -2.841098e-02 -0.5811943614 -1.266700e-01
## 4153 0.1741997827 0.3402453958 -3.648932e-02 0.2725280888 -5.864098e-02
## 4154 -0.0039360695 -0.0907371903 1.384903e-01 0.3702813183 -6.008295e-02
## 4155 -0.2021702851 -0.5906234231 7.652286e-03 -0.4005783673 1.779660e-01
## 4156 -0.3680924993 -0.9731213279 -6.751925e-02 0.1955864126 2.431002e-01
## 4157 -0.0556803321 0.0737873948 2.201130e-02 -0.2572480755 2.076050e-01
## 4158 -0.5665092842 -0.6409953489 -1.828485e-01 -0.5127716705 -3.355229e-02
## 4159 -0.2888302707 -0.2710273332 -2.447350e-01 0.4963819112 -1.021217e-01
## 4160 0.1913856263 -0.4916796256 1.304172e-01 0.1222769603 2.697839e-02
## 4161 -0.0481499832 0.2927787105 -2.221106e-01 -0.4330200410 -1.414819e-02
## 4162 0.3106029404 -0.0465208147 -1.103552e-01 0.3790897575 -2.255688e-01
## 4163 0.4722804947 -0.9367274913 2.575590e-01 -0.5310980881 1.603449e-01
## 4164 0.4935054472 -0.4404256032 1.027862e-01 -0.0502515655 1.025494e-01
## 4165 0.1904240702 -0.5598047314 1.657239e-01 -0.0482841435 4.665407e-02
## 4166 0.3894177966 0.1313070810 -3.096460e-02 -0.2259794996 1.894635e-01
## 4167 0.2065423818 -0.3603571697 -6.621867e-02 0.1775834330 6.481742e-02
## 4168 0.4504799913 -0.0242267716 -2.259575e-01 -0.3878360018 1.188201e-01
## 4169 0.3143881981 -0.2138826490 7.572110e-02 -0.3687576962 1.933111e-01
## 4170 0.6881785063 0.5373758472 1.234259e-01 0.5465317450 2.645784e-02
## 4171 1.2854910810 1.9748440666 2.331921e-03 0.3970085152 1.002546e-01
## 4172 -0.0130260711 -1.3364762523 1.929675e-01 -0.3180555061 -2.932380e-01
## 4173 1.1011823935 1.4597573083 -5.942194e-01 -0.6359817204 -1.466784e-01
## 4174 0.9074980847 0.1116542421 -9.152464e-01 -0.6700476006 -1.283287e-02
## 4175 0.9372295483 0.2205519646 3.250015e-01 -0.0103740460 2.864345e-02
## 4176 0.9942587571 0.2591807186 3.306610e-01 0.1391220433 -4.393269e-02
## 4177 0.7375719116 0.3637847585 3.456007e-01 0.4017841945 4.078203e-02
## 4178 0.0187555066 0.6759355961 -4.594269e-01 -0.3062010052 4.277937e-01
## 4179 -0.7577729094 -1.1073054318 1.776450e-02 0.0807758883 -1.018970e+00
## 4180 0.2819756758 -0.9089106246 -9.162475e-01 0.1048740637 -2.558677e-01
## 4181 0.4406994330 -0.5212013871 1.511271e-01 -0.0585752704 -5.950969e-02
## 4182 0.1915744149 -0.6832952737 4.308041e-01 0.0763752312 -2.379006e-01
## 4183 -0.6101704917 -0.1276324617 1.721904e+00 0.6897594160 2.426900e-01
## 4184 -0.4968326193 0.0608825947 1.210912e+00 -0.1353448865 -3.151103e-01
## 4185 -0.2917020462 -0.0274184030 2.338910e-01 -0.4938136402 1.591439e-01
## 4186 -0.1091186742 0.4521919845 1.897758e-01 -0.1619180926 1.052890e-01
## 4187 -0.1065822882 -0.0962327847 1.259131e-02 0.0569489349 8.938688e-02
## 4188 -0.1346374914 -0.2773565411 3.124166e-02 -0.3346303857 -1.633638e-01
## 4189 -0.0292037676 -1.4995085278 1.745024e-01 0.5606896551 -1.870553e-01
## 4190 0.1710865569 0.0484219586 3.382307e-01 -1.4346552119 6.381687e-01
## 4191 0.0728432527 0.7557639778 -1.406552e-01 -1.0228586690 7.028883e-01
## 4192 -0.2415529317 0.7847087375 -4.182285e-01 -0.0452290254 2.553674e-01
## 4193 -0.4344999319 0.3039616899 -1.741456e-01 0.6030977418 -1.173193e-01
## 4194 -0.2945378369 0.0862957948 3.892822e-02 0.2925545388 -2.952516e-01
## 4195 -0.1853304501 -0.1115943515 -2.637348e-01 0.4853813782 -5.777153e-02
## 4196 -0.4141851050 -0.4291923755 2.559312e-02 0.5021401053 -2.507851e-01
## 4197 -0.3285624534 -0.4822226496 1.505833e-01 -0.0337114658 -2.837864e-02
## 4198 -0.2733827278 -0.4551274419 -1.739272e-01 0.2155287103 2.707778e-04
## 4199 0.0908385645 0.4392719435 -6.645188e-01 -0.2093091164 1.835554e-01
## 4200 0.0268241623 0.7708390170 -9.577179e-01 -0.5023723017 2.770448e-01
## 4201 -0.2382031791 0.7195600538 -9.896634e-01 -0.7617698258 1.701839e-01
## 4202 0.2650052997 0.8900630307 -1.822713e-01 0.2811805776 -4.811674e-02
## 4203 0.2086857931 0.5244897069 -4.451749e-02 0.2896068916 8.059716e-02
## 4204 0.0264129121 -0.2119985018 -5.209734e-02 0.0963461297 1.926058e-01
## 4205 0.2524905782 0.2447953276 8.207548e-03 0.1296912682 -5.448471e-03
## 4206 -0.0054225539 -0.2869954074 1.916306e-01 0.1989307903 4.556821e-02
## 4207 0.2793133887 0.3829662825 3.563525e-01 -0.0018613006 6.197699e-02
## 4208 0.3721931621 0.0926964322 -2.658038e-02 -0.1063915613 -1.766137e-02
## 4209 0.3542363317 0.6303819742 1.483502e-01 -0.8532010851 3.500183e-01
## 4210 -0.1088089102 -0.1208838023 -1.091219e-01 -0.5962791197 3.766743e-01
## 4211 0.1620691234 0.2621095147 -1.853453e-01 -0.1409739933 5.940058e-02
## 4212 -0.0710250218 -0.2512078629 -3.398530e-03 -0.4322213392 -9.914492e-02
## 4213 -0.2436779007 -0.3954977777 -1.095342e-01 -0.8000643514 2.241128e-01
## 4214 -0.2432055852 -0.0694258050 2.712717e-01 0.2769066099 -5.078992e-02
## 4215 0.1420442259 0.4543006514 -2.216496e-02 0.9775493659 -4.276004e-01
## 4216 0.2966410168 0.7312360116 -1.867290e-02 -0.2483653249 2.262790e-01
## 4217 -0.1455219906 -0.2364751565 1.842398e-01 0.6737459510 -1.389798e-01
## 4218 0.0152139981 -0.2255620317 -7.208767e-02 1.1615206409 -7.023265e-01
## 4219 0.4141421567 -0.2152772323 -2.025709e-01 0.3326208771 -5.659214e-01
## 4220 0.1898118182 -0.3405799646 9.968037e-02 0.1994355081 3.902996e-01
## 4221 -0.1324176043 -0.9963724475 2.527189e-01 -0.2859227934 1.512654e-02
## 4222 0.3688650963 -0.4246213285 2.703759e-01 -0.2204606660 8.332573e-02
## 4223 0.4963504342 -0.1008032833 3.197591e-02 -0.0657962286 -4.041471e-02
## 4224 0.2939797421 -0.7219460207 1.843711e-01 0.0062409610 1.256556e-01
## 4225 0.3743938748 -0.0947507788 -3.143258e-02 -0.2170437385 2.805452e-01
## 4226 0.4613398300 0.4380799805 -2.125022e-01 -0.1728891199 4.321084e-01
## 4227 0.0763643733 -0.0013933294 1.409928e-01 -0.0695048315 1.372960e-02
## 4228 -0.0483241154 -0.3413335250 1.105386e-01 -0.1977995862 8.426882e-02
## 4229 -0.1392144789 -0.3398015970 3.019653e-01 -0.2927579585 2.024306e-01
## 4230 -0.1923417409 -0.2038336719 2.096704e-01 -0.0351802567 5.533249e-02
## 4231 0.1688944232 0.1779856615 -1.156426e-02 0.2807763474 -1.537346e-01
## 4232 0.2138881233 -0.1635809713 1.208130e-01 -0.1263312539 -2.178555e-01
## 4233 0.3157560509 -0.3349032359 -8.503374e-02 -0.2822068059 3.922146e-02
## 4234 0.3308679893 -0.1972586757 1.706886e-01 -0.0615952245 -1.600438e-01
## 4235 0.4726650772 -0.0108725769 1.755981e-01 0.2531154107 -2.091615e-01
## 4236 0.9229730771 0.2375383999 1.625728e-01 1.2640700418 -5.808471e-01
## 4237 0.6162979483 -1.4808143174 4.832433e-01 0.5603183487 -5.835479e-01
## 4238 1.5173247846 0.4886764588 5.949775e-01 -1.2895626519 4.474231e-01
## 4239 1.2874742243 0.5033242557 -7.384712e-01 -0.4610525763 1.137218e-01
## 4240 0.2316653480 -0.0570651987 2.141552e-02 0.0144471042 -1.339523e-01
## 4241 -0.3868417352 -0.5916561361 1.475413e+00 -0.0038051192 2.831513e-01
## 4242 -0.4308772322 -1.4592475622 8.058475e-01 -0.0725094597 -3.660863e-01
## 4243 0.1009977134 -1.2020173167 -7.757388e-01 0.4527479263 -1.451500e-01
## 4244 0.1785572118 -0.4542196354 -2.447536e-01 0.5323621585 3.798476e-01
## 4245 -0.6109501840 -0.5768989247 3.569070e-01 -0.4958743485 7.857411e-02
## 4246 0.2639623184 -0.0135963741 1.481056e-02 -0.1509860064 3.200617e-02
## 4247 0.1189448063 -0.0053198610 1.349148e-01 -0.0732099595 7.172737e-02
## 4248 -0.2222511738 -0.4164183829 1.812026e-01 0.3670751777 -8.828107e-02
## 4249 -0.5709498055 -1.2058901478 1.342669e-01 0.5979212664 -1.172404e-01
## 4250 -0.4850401828 -1.4014209684 2.076081e-01 -0.4778190722 1.046497e-01
## 4251 -0.0605960132 -0.1783454286 1.570225e-01 -0.7846302005 4.673952e-01
## 4252 0.4404217861 1.5516410929 1.075380e-01 -1.2070390849 1.652772e-01
## 4253 0.4004548296 1.5009721161 -2.621224e-01 -0.4897153824 -1.960280e-01
## 4254 0.0691912372 0.3154484583 -3.804867e-01 0.5795466855 -4.505923e-01
## 4255 -0.2339583435 -0.1506353526 8.833697e-02 0.1845836103 1.646024e-02
## 4256 -0.1253957801 0.1196097146 -3.647543e-01 0.2334181425 -5.637006e-02
## 4257 -0.5294242084 -0.5518216551 -3.684802e-01 0.5867722049 -1.741600e-01
## 4258 -0.6361345201 -0.5427155920 1.167804e-02 0.0037785397 5.397776e-02
## 4259 -0.4870243920 -0.1047298525 4.142094e-02 -0.4987127768 2.758147e-02
## 4260 -0.4059164984 -0.4887704364 -2.433497e-01 -0.0303525156 -1.410610e-01
## 4261 0.7937285672 0.8197337833 -8.305587e-01 0.1216177207 -1.311496e-01
## 4262 0.9250611853 1.3749477938 -9.622566e-01 -0.5865210086 3.286421e-01
## 4263 0.7451281661 1.7601923786 -7.730695e-01 -0.1929520295 1.967776e-01
## 4264 0.3345279688 1.0862799348 -3.379547e-01 -0.0158796611 -4.840105e-01
## 4265 0.2379242321 0.6195693465 1.388874e-02 -0.0603529402 -5.003998e-01
## 4266 0.1831705710 -0.0775152245 -6.015068e-02 -0.4612902539 -1.204174e-01
## 4267 0.1323682242 -0.4316531702 5.101572e-03 0.0227907329 -1.032294e-01
## 4268 0.2953191922 -0.0081491609 -7.176962e-03 0.2109841501 2.770650e-03
## 4269 0.0132522417 -0.4321636754 2.360497e-01 -0.0803403853 1.342535e-01
## 4270 0.3335832624 0.3717773071 1.608474e-01 0.2187432384 7.674948e-02
## 4271 0.3829756146 0.3750470106 -8.854609e-03 -0.2790737321 2.387659e-01
## 4272 0.0291561672 -0.0787449995 1.734821e-01 -0.4945742036 3.909284e-01
## 4273 -0.0019113836 0.0162222272 2.750701e-01 -0.3252793453 3.680756e-01
## 4274 0.2687645089 0.8510040957 2.151345e-02 0.2067753714 2.969457e-02
## 4275 -0.2827809116 -0.8795871142 7.398988e-02 -0.6376896097 -5.889764e-02
## 4276 -0.2024484707 -0.7358220547 3.112840e-01 0.3478304790 -1.195981e-01
## 4277 0.1866204009 -0.1549125497 1.011451e-01 0.1472915782 -1.612166e-01
## 4278 0.2999009118 0.0213835883 1.096688e-01 -0.2918498477 -2.411690e-01
## 4279 0.0017893628 -0.1815870339 -1.276234e-01 0.2985021999 2.277112e-02
## 4280 -0.1913219606 -0.3188745857 1.975831e-02 -0.6722014760 -2.230756e-02
## 4281 0.1750566861 0.4155118782 -7.611267e-02 0.6387957742 -6.325759e-01
## 4282 0.0420898977 -0.7947631140 2.892185e-01 0.3151367501 -2.004785e-01
## 4283 0.4932206944 -0.6552789356 9.819600e-02 -0.5204015824 3.316939e-01
## 4284 0.4392648010 -0.4930458939 1.256606e-02 -0.3083468829 5.604127e-02
## 4285 0.5678708652 -0.3483955756 1.826612e-02 -0.0473980748 -8.106531e-02
## 4286 -0.0511666385 -0.8169874032 3.772207e-01 -0.3249219209 2.395603e-01
## 4287 -0.0186129780 -0.1124185450 5.518923e-02 0.2073533509 1.840379e-01
## 4288 -0.0444003833 0.1458334614 -4.786210e-02 -0.1355242907 5.933722e-02
## 4289 0.1892691202 0.3079703997 -2.019441e-01 0.3475790516 -4.070844e-01
## 4290 0.1153175059 -0.0856253810 1.378953e-01 -0.3166897748 -8.424056e-02
## 4291 -0.0865750693 -0.2139845956 1.151018e-01 0.1695317882 6.386260e-02
## 4292 0.0445846932 -0.1593812445 2.057686e-01 0.3786934307 -1.633870e-01
## 4293 0.5317090592 -0.1727567730 2.124457e-01 0.1449968351 -1.906184e-01
## 4294 0.8931486990 0.3541386380 7.466266e-04 0.3631495477 -1.659647e-01
## 4295 0.4709546393 -0.7997340310 2.974582e-01 0.3717126741 1.435784e-01
## 4296 0.6564904481 -0.3461326295 6.615384e-01 -0.5703000653 2.595351e-01
## 4297 1.4496786049 2.1355380774 1.458250e-01 -1.1695661858 6.656325e-01
## 4298 1.5764256939 2.5095623290 -7.275184e-01 -0.5295906363 1.098304e-01
## 4299 0.8505442947 0.5131445838 -5.177028e-01 -0.1837621514 -1.883000e-01
## 4300 1.2255409936 0.7832196316 -5.122884e-01 0.0740306704 -2.850686e-01
## 4301 -0.3215745452 -1.4122019709 -8.977337e-01 0.3869714824 1.947115e-02
## 4302 -0.4199221215 -0.6276812383 -8.661568e-01 0.4056931142 4.820868e-01
## 4303 -0.7119671021 -0.2607538933 4.605034e-01 -0.0047186231 -3.790061e-01
## 4304 -0.8132468750 -0.4817538668 1.305419e+00 -0.1072086928 6.418749e-02
## 4305 -0.5792719383 0.1898911409 1.399094e+00 -0.1312519755 -7.377329e-02
## 4306 -0.0893673310 -0.0354740252 1.557346e-01 0.5596063425 -2.829239e-01
## 4307 0.2339204498 -0.0896095322 -8.394501e-03 0.0020191143 -1.030010e-01
## 4308 -0.0894590804 -0.9118758230 1.239909e-01 0.6041318985 -1.776506e-01
## 4309 -0.4604642040 -1.1082591887 4.115662e-01 -0.8250353850 2.973086e-01
## 4310 -0.3604088208 -0.6882564510 1.465235e-01 -0.8463846295 2.393695e-01
## 4311 -0.0706798666 0.8135434159 -3.558378e-02 -0.3703856763 3.804501e-01
## 4312 0.4267532651 2.4912333404 -5.895723e-03 -0.0240637648 1.549138e-01
## 4313 -0.3413468088 -0.6621162828 1.403274e-01 -0.3561341172 2.553121e-02
## 4314 -0.2102745694 -0.3990811535 4.261877e-02 0.0813260490 7.686100e-02
## 4315 -0.0182738318 -0.5467465398 -3.557873e-01 0.7650564219 -1.224509e-01
## 4316 -0.1681085987 -1.0746597076 -1.926476e-01 -0.0833348557 -9.886945e-02
## 4317 0.0005354431 -0.4392091133 3.954846e-02 -0.4600389819 3.964216e-01
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## 4319 -0.1056942428 -0.2405425262 -5.450113e-01 0.5101576142 -1.688916e-01
## 4320 1.1418600239 1.8445903854 -1.009265e+00 -0.4289828739 2.760793e-01
## 4321 0.3378617097 0.4476426883 4.730995e-05 -0.1669556192 -4.452876e-02
## 4322 0.2823299976 0.2550384861 1.332214e-01 -0.3825975466 -2.646309e-01
## 4323 0.1900009296 -0.1698215105 7.185765e-02 -0.2937454330 -1.134431e-01
## 4324 0.1020694307 0.1499132214 -1.344576e-01 -0.3762937415 1.818818e-01
## 4325 -0.1472634802 -0.3264966332 -9.770847e-02 -0.4996006686 1.848775e-01
## 4326 -0.0093620867 0.2654246551 5.746986e-03 -0.0081376784 1.345899e-01
## 4327 0.1135182353 0.2107235534 6.059589e-03 0.3206172765 -1.771816e-01
## 4328 0.1127223288 0.0534914152 2.378472e-01 -0.1666238606 -3.258213e-01
## 4329 0.1914201060 0.3238369083 1.590869e-01 0.0562977119 1.193475e-02
## 4330 -0.1276796078 -0.3826620011 3.327529e-01 -0.7314593179 5.423807e-02
## 4331 -0.1617181044 -0.5790079700 1.014342e-01 -0.0106048200 -2.550541e-02
## 4332 0.0146752529 -0.5906212469 -1.774155e-01 0.5941977175 -1.860788e-01
## 4333 -0.0082436383 -0.9093514349 1.178197e-01 0.4590041830 -2.183715e-01
## 4334 0.0108662222 -1.1312942554 4.029367e-01 0.1019663304 -3.698653e-02
## 4335 0.4262559742 -0.3611988509 2.369271e-01 0.2980796064 -6.830819e-02
## 4336 0.1369975857 -0.4832874079 4.168403e-02 0.8722399740 -2.400408e-01
## 4337 0.3600099408 -0.2179823687 1.903959e-01 0.4709980671 -1.242276e-01
## 4338 0.2631920362 -0.7954011453 2.093883e-01 -0.7179589630 2.550502e-01
## 4339 0.5248341943 -0.2668760206 2.110076e-02 0.1306931854 -6.415813e-02
## 4340 0.6124252205 -0.2605524640 4.701711e-02 -0.0749132803 3.049774e-01
## 4341 0.2363946029 -0.4125331639 2.659759e-01 -0.2586660421 4.079293e-01
## 4342 0.0246959517 -0.3086506077 2.670834e-01 -0.4831428616 1.116978e-01
## 4343 0.0320764218 -0.0471056300 -9.789203e-03 -0.2911657221 1.740260e-01
## 4344 0.0379582889 -0.0613362904 -1.871131e-01 0.1822486646 1.513920e-01
## 4345 -0.1704808961 0.0082953573 -2.075732e-01 -0.0453042537 1.575254e-01
## 4346 -0.0861497535 0.0438248913 -8.089102e-03 0.0060583268 -5.444576e-02
## 4347 0.0523538641 -0.0352990879 -7.970647e-02 0.2699267840 -2.124516e-01
## 4348 0.2167153220 -0.0905466117 2.468592e-01 0.2218779083 7.459241e-02
## 4349 0.2613266958 0.0916588950 2.240510e-01 -0.1792429427 -5.926528e-02
## 4350 0.1682930478 -0.0663349514 1.248811e-01 -0.3521703024 7.303871e-02
## 4351 0.0133648615 -0.1006697911 1.865405e-01 -0.1310972486 1.652591e-01
## 4352 -0.2302165886 -0.3357051558 4.046738e-02 0.0586046103 2.722786e-01
## 4353 -0.1588567957 0.0721193401 -1.443576e-01 0.0512878744 1.068948e-02
## 4354 -0.0304994758 -0.0158240866 -9.198635e-03 0.1049635490 2.493465e-02
## 4355 -0.0775516874 -0.3848468499 3.230592e-01 0.0950029027 6.114050e-02
## 4356 0.0876035073 -0.1655300294 2.998449e-01 -0.0505509416 3.940193e-03
## 4357 0.3285632220 0.7780770003 -3.554973e-01 -0.7099255796 5.260625e-01
## 4358 -0.2687669506 0.4402428122 5.363827e-01 0.0301222477 1.847758e-01
## 4359 0.9055019323 2.9310489071 -1.078964e+00 0.0444183430 -6.197803e-03
## 4360 -0.0583992820 -0.1869693720 6.634116e-02 -0.2646192487 2.147299e-01
## 4361 -0.1713286852 -0.4582487514 -6.191613e-02 0.0312510267 1.249957e-01
## 4362 0.6617017990 0.6657186280 -4.194665e-01 -0.0522325267 -7.197779e-02
## 4363 0.9977649217 0.6381689512 -3.187851e-01 0.1093271544 -1.483799e-01
## 4364 1.0627498499 0.1426056425 3.230398e-01 0.0243919208 -1.989010e-01
## 4365 0.8603595315 -0.2524398465 8.765668e-01 -0.2578051483 3.841871e-01
## 4366 0.0189295166 -1.7535239780 -9.954237e-01 -0.0500465026 5.749427e-03
## 4367 0.2248478162 -0.4967643906 1.561475e+00 -0.3593681318 2.271310e-01
## 4368 0.2039811658 0.1463297171 1.456779e+00 -0.1328783554 2.269450e-01
## 4369 0.1861102885 0.1738850597 1.806088e-01 0.0572647037 1.920331e-01
## 4370 -0.1845433083 -0.3533001969 -6.968191e-02 0.2040303563 3.843968e-01
## 4371 0.1157737649 -0.1443879862 -4.124601e-02 0.3388980324 1.772686e-01
## 4372 -0.0417394149 -1.3864859151 1.012399e-01 0.0204082446 1.833085e-01
## 4373 -0.0482410905 -1.3781939911 2.406958e-01 -0.2924438665 2.849703e-01
## 4374 0.0157428420 -0.2700668268 3.161164e-01 -0.6595758269 5.853430e-01
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## 4376 -0.0759782959 1.0076333494 -1.923773e-01 0.1235772187 -4.832099e-02
## 4377 -0.3007002758 -0.2553250488 1.689916e-01 -0.4392350584 1.364674e-01
## 4378 -0.1977103664 -0.3274971877 -7.022870e-02 -0.0310388398 -1.102719e-01
## 4379 -0.3691874704 -1.2173368492 -2.905179e-01 0.4460219221 -2.036752e-01
## 4380 -0.1034559977 -1.3009313356 6.622939e-02 0.1379996869 -9.792319e-02
## 4381 0.4359530687 -0.1978163358 1.136675e-01 0.1201076686 3.451726e-03
## 4382 0.1840532721 -0.7985875237 -3.766592e-01 -0.1490865568 3.199158e-01
## 4383 0.6960720326 0.5932530368 -8.184855e-01 0.1407034426 2.893472e-01
## 4384 0.5054997705 0.2988015900 -5.054554e-02 0.2315826855 1.265002e-01
## 4385 0.5069946783 0.5972785183 1.129833e-01 0.1791363742 4.204886e-02
## 4386 0.4141211193 0.5916442052 3.060417e-01 -0.1216284956 6.676219e-02
## 4387 0.3226318960 0.2742927361 5.943408e-02 -0.6307286678 3.063936e-01
## 4388 0.1563821038 0.2956040834 -1.414185e-01 -0.6952768598 2.109932e-01
## 4389 0.1881548672 0.3927972536 -4.194890e-02 -0.3775916244 -6.865232e-02
## 4390 0.0995532302 0.1204484813 4.268253e-02 -0.3349680603 -1.355621e-01
## 4391 -0.0538017914 -0.2604307239 6.015901e-02 -0.2624456157 1.742441e-01
## 4392 -0.2233806780 -0.0591868324 3.007506e-02 0.2199568292 2.312860e-01
## 4393 0.0788402910 0.2389975158 2.612642e-01 0.1545875456 1.035742e-01
## 4394 0.1391292294 0.3125970172 4.240745e-03 -0.0466882684 1.616279e-01
## 4395 0.2154812018 0.3752201012 -1.011318e-01 -0.1992667969 8.086452e-02
## 4396 0.1620212636 0.2841684118 1.136328e-01 0.0328956210 -6.054322e-02
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## 4401 0.3561576306 0.2572381966 -1.802203e-01 -0.4646830131 5.256186e-02
## 4402 0.2923767313 0.4016446886 1.044119e-01 -0.0718028816 2.289706e-01
## 4403 0.0572427010 -0.6290709486 7.676256e-02 0.0032121816 7.863502e-02
## 4404 -0.1024087834 -1.4188581885 1.378982e-01 0.4676645213 -4.201501e-02
## 4405 0.3277242788 -0.9357500736 2.745444e-01 0.2005575180 7.366662e-02
## 4406 0.3606522118 -0.1191839597 3.093347e-01 -0.3520169258 3.364179e-01
## 4407 -0.0102280445 -0.3609320431 1.096606e-02 0.1260002337 7.355306e-03
## 4408 0.3038005745 0.0488225035 -8.582013e-02 -0.2967690731 -2.662020e-02
## 4409 0.2791370375 -0.0826816848 3.981902e-02 -0.1609184706 5.669692e-02
## 4410 0.0042221160 -0.0648398673 3.711654e-02 -0.2353984868 1.669981e-01
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## 4412 -0.2315044919 -0.0689575832 3.269888e-02 0.3722330182 1.356940e-01
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## 4414 0.0213662436 -0.0551919196 1.786620e-01 -0.0370773948 -1.647864e-01
## 4415 0.2352788476 -0.0061924903 2.279592e-01 -0.2828707214 -2.507789e-01
## 4416 0.2112945093 -0.3543681883 3.883124e-02 -0.2820305591 -4.617624e-02
## 4417 0.1320453369 -0.3565720924 2.552897e-02 -0.1462913735 6.208827e-02
## 4418 0.0590344349 -0.1806708352 1.614578e-01 0.0140016816 -3.931134e-02
## 4419 -0.0484940552 -0.0844965788 1.856185e-01 -0.0079530372 1.504313e-01
## 4420 -1.7184471216 -0.9253849052 1.980410e-01 -0.6960184664 5.327567e-01
## 4421 0.3814938987 2.3489622834 -8.384366e-02 1.4561391139 -9.597594e-01
## 4422 1.2224017944 2.5946732814 -6.995073e-01 -0.1427314734 -4.562936e-01
## 4423 0.4491955276 0.0538848712 -6.126950e-01 -0.4270631517 4.808211e-01
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## 4426 0.5940365181 0.4074143802 -8.077004e-02 0.2826788858 -3.974290e-01
## 4427 0.9234719713 0.1221378726 4.068900e-01 0.0231784026 2.923616e-02
## 4428 0.9032471748 0.0124529651 5.523592e-01 0.0040012731 9.888891e-02
## 4429 0.5748056045 -0.6457866646 3.440775e-01 -0.3650583761 2.695496e-01
## 4430 0.5847141313 -1.3272902468 3.388329e-01 0.6999762459 5.829804e-01
## 4431 0.2780964385 -0.6097646015 1.088505e+00 -0.1838167013 2.829652e-01
## 4432 0.0665343086 0.0657737953 1.018995e+00 -0.2472494586 4.991928e-01
## 4433 -0.0690928024 0.2353382862 1.050013e+00 0.3356102508 1.599863e-01
## 4434 -0.2038363095 0.0649363659 1.702555e-01 -0.1018333680 -2.183356e-01
## 4435 -0.3011552107 -0.0427378804 -2.998535e-01 -0.4903624186 3.980511e-01
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## 4437 0.0967926566 -0.2239304923 1.922773e-01 -0.4544345991 2.181146e-01
## 4438 0.4187472023 0.6076848662 1.354800e-01 -0.1714782625 4.396195e-02
## 4439 0.1824464860 -0.0837050261 1.020595e-01 -0.0787250544 5.487389e-03
## 4440 0.2101350891 0.0364351079 -1.882204e-02 0.3100529211 1.805860e-01
## 4441 0.1154105327 0.0711563877 5.969546e-02 -0.0710522430 1.673005e-01
## 4442 0.0032329965 -0.0214947883 5.864909e-02 -0.3691701398 1.752522e-01
## 4443 0.1178442890 0.0954762390 -1.907406e-02 0.1982927657 1.875441e-01
## 4444 0.1916877853 0.2485289125 2.425639e-01 -0.1236570436 -1.517927e-01
## 4445 0.2001953790 0.3340111075 3.103569e-02 0.0460783503 -7.153261e-02
## 4446 0.0604074056 0.0830916463 2.989285e-02 0.0520633684 6.964254e-02
## 4447 0.0523879300 0.0601989857 8.337392e-02 -0.0172028427 -1.095921e-01
## 4448 0.0182537173 -0.1512946776 1.069203e-01 0.1094082264 -2.729985e-02
## 4449 0.0238773765 -0.1425704381 1.172568e-01 0.1273670626 8.687475e-02
## 4450 -0.5595561455 -0.8706992811 2.259107e-01 0.3848777606 -3.459274e-01
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## 4452 -0.1790738476 -0.2696955996 2.013400e-01 0.1517023786 1.062801e-01
## 4453 -0.0526982836 0.0015799095 3.481797e-01 0.0673010085 1.182058e-01
## 4454 0.2758022327 0.3026273291 -1.464026e-01 0.2043518600 7.088979e-02
## 4455 0.5298856057 0.1369880588 -2.303303e-01 0.1718700465 -3.333912e-01
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## 4457 0.4088995770 0.0512758237 2.402843e-01 0.0314247152 3.413766e-01
## 4458 0.5970483753 0.2846446882 1.653584e-01 -0.2017044267 -1.482335e-02
## 4459 0.4776330976 -0.6000557741 3.583471e-01 -0.1319197784 1.443458e-01
## 4460 -0.0048548169 -0.3070398485 -7.109100e-02 0.2926523915 1.524898e-01
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## 4462 0.1664245138 0.3212109450 -1.845391e-02 0.1856419355 2.037925e-01
## 4463 0.4612935726 -1.2284051564 7.035155e-01 0.6123949298 -6.959172e-01
## 4464 -0.0244267645 1.1310401996 -3.038783e-01 0.0043262875 1.629704e-02
## 4465 0.0709331520 0.6453184693 -9.474528e-02 0.4828096154 -3.674949e-01
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## 4467 0.0344391033 0.0325206199 -2.214047e-02 -0.2284965386 3.581411e-02
## 4468 -0.0639651361 1.1057086452 -4.323983e-01 1.1544172688 2.383405e-01
## 4469 0.3486603972 -0.5894727097 -2.015001e-01 -0.5726824450 1.630763e-01
## 4470 0.3152097145 0.9629814283 2.242497e-01 -0.2324902774 -1.112262e-01
## 4471 0.0907897915 0.1841624919 5.039171e-02 -0.3088762758 5.394098e-02
## 4472 -0.0178980714 -0.1817140173 -1.903595e-01 0.2085590168 1.375856e-01
## 4473 0.0023443574 0.3562913395 1.233345e-02 -0.3582681381 1.633974e-02
## 4474 0.1680650673 0.1686347810 3.972703e-01 0.2593541591 -3.990003e-04
## 4475 0.2958576614 0.5139219345 -1.810120e-01 0.0595442117 3.526446e-02
## 4476 0.1339290220 0.2650394116 -7.683605e-02 0.0126406925 -1.181566e-01
## 4477 -2.9724786244 0.0604069582 -1.787979e+00 0.3350340951 8.315429e-01
## 4478 -1.2324325699 -0.4488447320 5.003712e-01 0.0615535720 -8.940465e-01
## 4479 -0.2917552465 -0.5978683936 1.791090e-01 0.3354774130 -3.694947e-01
## 4480 0.0822956670 0.2459159651 1.320414e-01 0.0468027080 -5.238809e-02
## 4481 0.0740354088 0.0731723967 -1.107914e-01 0.1755422914 -7.438363e-02
## 4482 -0.1162653222 -0.2811851054 9.208135e-02 0.2975042046 -6.880664e-02
## 4483 -0.2424858459 0.1366884241 1.581706e-02 0.0592685680 -1.603482e-01
## 4484 -0.0424379186 0.0514833257 6.434776e-02 0.2026186646 5.106640e-03
## 4485 0.1854816319 0.1051473178 1.407862e-03 0.3116729945 -1.363282e-01
## 4486 -0.0121875987 -0.0541879210 2.032381e-02 -0.1200005194 -5.457024e-02
## 4487 -0.1159696511 0.0907336271 1.020034e-02 0.1285374360 -1.205067e-01
## 4488 0.0501156271 0.1576893748 -1.141406e-01 0.3568359032 -2.236466e-01
## 4489 1.9467801699 -0.3011824080 -2.911414e-02 0.2571980921 -1.761860e-01
## 4490 1.0847383905 -1.7027390567 1.034510e+00 -0.5400203687 6.155084e-01
## 4491 0.3691392888 -1.7105660308 1.219682e+00 -0.5387210923 7.855798e-01
## 4492 0.4547657921 0.3663995152 1.198212e-01 0.2792508645 -2.633217e-01
## 4493 0.6501644476 0.8851403133 6.873609e-02 -0.2276743740 3.969253e-02
## 4494 -0.0305808750 0.2330435300 -1.120684e-01 -0.1772106504 8.034874e-02
## 4495 -0.0909854659 -0.2032159264 4.161499e-01 1.8146758340 -1.460946e-01
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## 4497 0.0844780250 0.4942850477 7.848350e-02 -0.1619132104 1.910002e-01
## 4498 0.1999546761 -0.2481516931 -1.481652e-01 -0.2177888039 -2.200290e-01
## 4499 0.0336488942 0.0485589795 1.605239e-01 0.1481398602 -6.913267e-02
## 4500 0.0224058843 -0.1254956674 2.252245e-03 -0.1531200658 -5.956976e-02
## 4501 -0.0023117825 0.1503422095 -6.606884e-02 0.3151206751 -1.329833e-01
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## 4503 0.1223672358 0.5175644710 -2.587380e-01 -0.3355985746 3.628693e-01
## 4504 -0.5201539275 -0.0463275501 -5.950777e-01 0.4892961598 4.815562e-01
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## 4506 -2.2954968530 0.5263190691 -1.650722e+00 0.6345263989 7.787133e-01
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## 4508 -0.2803962919 0.0012775052 -1.280148e-01 0.1003316257 -1.383192e-01
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## 4511 -0.2054784040 -0.0595220082 3.265909e-04 0.2063976315 5.958007e-03
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## 4513 0.5963629836 -0.1732651535 1.919009e-02 0.2198011907 -7.626669e-02
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## 4515 0.3910491865 0.4391447419 -6.118779e-02 -0.5227522039 3.071679e-01
## 4516 0.2757969946 0.1750929671 -2.505733e-02 -0.0903072913 -9.831547e-02
## 4517 0.6367895770 1.5973552889 2.528929e-01 0.7088578009 -3.266749e-01
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## 4519 0.2180555527 0.3318846689 -2.033833e-02 -0.1774487753 -2.369641e-02
## 4520 0.2406560916 0.5883796613 1.690776e-01 0.4257512970 -4.506108e-02
## 4521 0.1920259482 0.7714510773 3.935654e-01 0.3137097570 -1.721184e-01
## 4522 0.0529676064 0.0705575342 5.077095e-02 -0.0452964642 1.726097e-01
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## 4525 -3.9212170525 0.6616012577 -2.262028e+00 0.1752981100 6.680232e-01
## 4526 -4.2433696906 1.1293149840 -2.615682e+00 0.1870102724 3.036139e-01
## 4527 -1.1937055978 0.1191604086 -9.279835e-01 -0.6446947670 -7.453019e-01
## 4528 -2.2779601823 -0.9697676755 1.001772e+00 0.0307329132 -1.373635e+00
## 4529 0.0350640815 -0.6963001516 3.247458e-01 -0.0156522505 -6.486460e-02
## 4530 -0.0037370281 -0.2615120683 1.381625e-01 -0.2900260833 1.495067e-01
## 4531 0.0813309223 0.2700324530 -1.282713e-01 -0.0283726050 5.889415e-02
## 4532 0.2039932099 0.1041396058 -6.061439e-02 -0.1147923566 6.245154e-02
## 4533 0.0407655576 -0.0191155789 2.315794e-01 0.1355967026 -2.326375e-01
## 4534 0.3349524773 0.0855891172 3.020394e-02 0.4315954064 -4.400979e-02
## 4535 -0.0181577667 0.0321066664 -1.209707e-01 0.1885483117 1.927675e-02
## 4536 0.0942424983 0.2842440392 -3.201136e-02 0.1749730948 -7.837856e-02
## 4537 0.1033703088 0.4258706613 1.484224e-01 -0.1224690047 1.712430e-02
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## 4539 -0.1719274371 -0.4693853169 1.662204e-01 0.2184927816 1.315797e-01
## 4540 0.2214381697 0.0550360226 7.291298e-02 -0.1577972934 -2.220292e-02
## 4541 0.0069865655 -0.2419638695 -7.782673e-02 0.0731354241 2.952888e-02
## 4542 0.2671693341 -0.1236335759 1.707837e-01 -0.4573840415 1.230070e-01
## 4543 -0.1618377411 -0.1301989724 1.396990e-03 0.0057041171 -1.192028e-01
## 4544 0.7081436836 0.2151499040 2.633237e-02 0.0832718776 -1.797888e-01
## 4545 0.1302485703 0.0666278814 2.734468e-01 -0.0660777491 3.319118e-02
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## 4547 0.1520520766 0.0865837751 -2.015439e-02 -0.1125427452 1.451834e-01
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## 4551 -2.6128831587 2.0610996517 2.401711e+00 0.6000963647 1.441771e+00
## 4552 -1.1641245294 -0.9074777106 6.105512e-01 0.7068164867 -1.018324e+00
## 4553 -0.1707777989 0.0215415010 -1.191454e-01 0.4412711605 -3.810088e-01
## 4554 -0.4766639253 0.2798608666 -3.181051e-01 0.1720845770 1.013180e-01
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## 4556 -0.3052345619 -0.5255729612 1.782121e-02 0.0271090766 -1.612433e-01
## 4557 0.2081770022 0.2465503203 1.518677e-01 0.5109218783 -2.566803e-01
## 4558 0.3930622949 0.2221476160 3.280302e-01 0.0496606776 1.905996e-01
## 4559 -0.2909428716 -0.2308623730 1.831127e-01 0.3958752147 -1.852247e-01
## 4560 0.2552307273 0.3320514305 1.300356e-01 -0.3820288077 3.271407e-02
## 4561 0.2745143792 0.1414047419 8.096207e-02 0.1375062275 -1.991272e-03
## 4562 0.3690818906 -0.1706948765 -2.090406e-02 -0.1151552141 2.435534e-01
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## 4565 0.7331603852 1.3221528154 1.628311e-02 0.2171089536 -3.365518e-03
## 4566 0.5363637835 0.1557449788 8.362583e-02 0.0098985294 3.679138e-02
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## 4575 -2.6034185416 1.8482749635 3.767183e+00 0.0934242567 1.392242e+00
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## 4578 0.0204250692 -0.0264078716 -2.348381e-01 0.1344905107 -8.873651e-02
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## 4582 0.0903983090 0.2532186050 2.773081e-01 0.0817200793 -3.398260e-02
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## 4584 0.1490999024 0.5516911602 1.872944e-01 -0.2548475850 2.922764e-01
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## 4586 -0.1993365718 1.0518037798 8.072813e-02 0.4784148336 6.990358e-02
## 4587 -0.0231480265 1.0849126007 -1.310278e-01 0.7141574301 -1.582157e-01
## 4588 0.1620892643 0.1904923611 2.037830e-01 0.1270119086 -4.015427e-01
## 4589 0.9245929987 -0.0487819663 -2.592685e-01 0.0299619229 -3.013473e-01
## 4590 0.4334964086 1.1126986182 1.110369e-01 0.6998160720 6.024185e-02
## 4591 0.6365617080 1.5584246456 1.853034e-01 0.8235462417 -2.266783e-01
## 4592 0.0432228811 -0.0809737658 3.981151e-02 0.1835706430 3.703120e-02
## 4593 0.0719503860 0.1370544871 5.268376e-02 0.2295056559 1.483444e-01
## 4594 0.0181554162 0.1253693884 -9.339749e-03 0.2625703435 -6.055007e-02
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## 4613 0.1145096900 0.0116505283 2.721295e-03 -0.0867033024 -2.599209e-01
## 4614 0.0596758639 0.2001311714 6.235756e-02 0.4060610595 -3.241044e-01
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## 4632 -0.3765032446 0.0865827855 1.909507e-01 0.2419909664 -1.184299e-01
## 4633 0.1298015877 0.9565464052 -8.218378e-02 0.1770669083 -2.288444e-01
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## 4635 -0.0821523001 -0.5854602302 5.318906e-02 0.1213547535 1.469271e-01
## 4636 0.2631768823 0.3620793989 -8.923640e-02 -0.5078921366 1.849918e-01
## 4637 0.3241085145 1.0619515072 -2.248311e-01 -0.9698766247 7.910745e-01
## 4638 -0.2133994721 1.6655998578 -2.980377e-01 0.8100966295 3.620619e-02
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## 4641 0.0403826381 -0.2461129068 1.365525e-01 0.3471286514 5.933150e-03
## 4642 0.1536883597 0.1270438325 7.837014e-02 0.3972944436 -2.398571e-01
## 4643 0.4884591148 0.5460426521 -3.426163e-02 0.1469830557 -8.776531e-02
## 4644 0.6571898916 0.7093214776 4.510184e-02 -0.4782757520 -1.455629e-02
## 4645 0.1161363669 0.2879820920 2.437934e-01 -0.1015914665 2.558955e-01
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## 4647 -3.4299497501 0.9774690834 -3.013583e+00 -0.4089773383 -7.177564e-01
## 4648 -1.0984977880 0.6638305462 4.099869e-01 0.3953052401 5.653378e-01
## 4649 -0.1954280640 0.5644956874 7.030873e-01 0.4331488929 7.466179e-02
## 4650 0.0419539236 -0.1215642984 9.819953e-02 -0.3410196612 -9.473081e-02
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## 4652 -2.8969762237 1.3843491675 1.440445e+00 0.5363058957 1.747598e+00
## 4653 -0.7852536027 -0.4956568808 2.163176e-01 0.6189441689 -5.075164e-01
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## 4657 -0.3449297496 -0.2701888124 4.416856e-02 0.2899942388 1.365839e-01
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## 4660 0.4398171129 0.5023620529 1.455161e-01 0.1157066869 -7.876403e-02
## 4661 -0.1813238702 -0.8105665963 3.024177e-01 0.5495385013 -3.128645e-01
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## 4663 0.2965134932 -0.4843446725 6.663346e-02 -0.5561064883 1.142665e-01
## 4664 0.2536595741 1.0838164144 -7.760928e-02 -0.0213762710 3.221719e-01
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## 4669 -0.3667919043 -0.1235291395 2.106425e-01 0.5281330924 -1.351973e-01
## 4670 -0.0241236247 0.4465411775 -2.997853e-01 -0.9188889595 4.374142e-01
## 4671 0.0289305610 -0.0592349406 2.167980e-01 0.4537084220 -2.277090e-02
## 4672 0.2414086849 0.3921321729 3.064294e-01 0.1689577967 1.390799e-02
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## 4674 -4.5319488708 1.2573865716 -3.069724e+00 0.2479023307 -6.119850e-01
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## 4677 -0.1339443353 0.0422038927 2.592326e-02 0.2072652022 1.259890e-01
## 4678 0.4096256589 -1.9112875078 -1.870271e+00 -0.3773264285 -3.639358e-01
## 4679 0.1619945472 0.3231102140 6.144774e-01 0.2536813413 -1.345578e-01
## 4680 0.1299934984 0.6374004943 7.425630e-01 0.1513107716 -1.581003e-01
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## 4683 0.0746681271 0.3306999964 3.875967e-01 -0.0852970916 1.069831e-01
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## 4686 0.1263414048 0.1558940521 2.524585e-01 -0.2005337528 3.255947e-01
## 4687 0.1457385034 -0.3110607700 -4.151761e-02 0.0747885650 -4.459092e-02
## 4688 -0.1396001901 -0.9949885094 4.643375e-01 0.1951228414 -1.597178e-01
## 4689 0.1027481567 0.5275127520 3.268808e-02 -0.6702361400 2.653359e-01
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## 4693 0.0740733077 2.0944724458 -6.232631e-01 0.6716357161 -7.892940e-01
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## 4695 0.0927307145 -0.1108324402 9.894896e-02 0.5923737269 -3.197411e-01
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## 4698 0.0530130473 0.0505295386 5.808351e-02 0.2922273340 -3.374526e-01
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## 4724 0.1169737475 0.3313461931 3.665555e-01 0.3835031734 2.980463e-02
## 4725 1.0973898874 -1.6143401033 -1.435157e+00 1.3475037161 9.099258e-01
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## 4737 0.1002727883 0.1732757045 6.835130e-02 0.0614963670 1.153905e-01
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## 4747 0.4086706906 0.9376564753 3.384161e-01 0.7036510950 8.714812e-03
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## 4749 0.0845419692 0.5606492462 8.981980e-02 -0.0146166901 8.034443e-02
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## 4752 0.1255809489 0.2514161300 -8.029373e-03 -0.0302872760 1.376580e-01
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## 4754 0.7337110290 0.9989018199 -2.224618e-01 0.4391168784 -6.329352e-01
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## 4756 2.1305715684 -2.0632210715 -2.940301e+00 0.9784775412 1.774302e+00
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## 4860 0.0665153459 -0.1820009728 1.279216e-01 0.1542925362 9.718242e-03
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## 4879 -0.3042102725 -0.2412620457 3.548159e-02 0.1736225583 -2.744444e-01
## 4880 0.0593831244 0.1407546106 2.626114e-01 0.3146384814 -3.197806e-01
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## 4882 -0.5883707483 0.7723087475 8.529420e-01 0.3596244605 3.339556e-01
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## 4885 -1.1428096442 -1.7640569333 1.292433e-01 0.2915115948 1.486718e-02
## 4886 -0.7371463767 -1.3043946819 2.423203e-01 0.7971614560 -3.383216e-01
## 4887 0.0879498903 -0.0356587227 8.852042e-02 -0.2208715757 -1.383545e-02
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## 4890 0.3668776292 1.0857301823 -2.909154e-01 -1.4607864873 1.023673e-01
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## 4905 0.1571975452 -0.0070020675 7.094412e-02 0.2023373821 -2.802366e-01
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## 4909 0.8846624530 -0.3783503528 -2.831577e-01 0.2243770946 -1.188658e+00
## 4910 1.5738756596 -1.6832960534 -2.262710e+00 0.9500567527 1.769680e+00
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## 4913 0.3936838326 0.2116983925 6.631921e-01 0.2695048407 -5.041856e-02
## 4914 0.4279505608 0.0335930804 5.559378e-01 0.1886644915 -2.024832e-01
## 4915 0.0718077590 0.2017504371 4.591891e-01 0.5616928642 3.533241e-01
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## 4917 0.9506008883 0.2000270220 1.118934e+00 -0.3148499895 -7.198738e-01
## 4918 3.4982934128 -0.9651921413 2.173738e+00 -0.4482596994 -1.439387e-01
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## 4923 0.5449861296 1.0736949027 -9.098506e-02 0.0710849105 -1.958004e-01
## 4924 0.0685905538 0.0774661629 -2.016173e-01 0.3176729098 -2.838263e-01
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## 4930 -0.3423508265 0.4160450713 1.305164e-01 -0.5811674396 -6.610559e-02
## 4931 -3.4958617563 -0.0279787364 -3.051093e+00 1.2383245982 9.722959e-01
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## 4936 0.2922944926 -0.5005428838 3.691152e-01 0.1149683190 -2.863452e-01
## 4937 0.4017535867 0.1329508497 7.764226e-01 0.1606051593 -3.039069e-01
## 4938 0.0317750319 -0.5633712961 -3.936337e-01 -1.5449582787 -1.330546e+00
## 4939 2.8295434288 -0.4484164913 2.381690e+00 -0.2657271289 -4.901975e-01
## 4940 3.2354055934 -1.0571323611 2.021241e+00 -0.1600986814 2.746276e-01
## 4941 2.0374599720 -0.4083769138 1.723754e+00 0.4548453745 6.303740e-01
## 4942 0.4848401888 0.1938365562 4.458143e-01 0.6278817206 2.399534e-01
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## 4951 0.7993200899 1.3722415319 -1.830097e-01 1.4099512559 -2.189209e-01
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## 4959 -1.2279592068 0.9142639528 8.411648e-02 0.0547472634 4.376216e-01
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## 4964 0.7056839394 0.1026536132 4.930295e-01 0.1517858519 -1.750891e-01
## 4965 0.1984580948 0.1875502837 5.634634e-01 0.1910781939 1.136090e-01
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## 4981 0.4809593251 -0.7731710394 -6.761935e-01 1.4033746570 1.443679e+00
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## 5008 0.1353586609 0.7031975196 1.274861e-01 0.0228718257 3.742481e-01
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## 5013 1.7539345585 -2.3540567438 -1.827271e+00 1.4576588774 1.053119e+00
## 5014 0.1042832571 0.7166129528 5.368905e-01 0.1554344010 1.282358e-01
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## 5018 0.1187111811 -0.2035885421 2.607527e-01 0.1506282828 -2.088960e-01
## 5019 0.0291247555 -0.3291311123 4.534135e-01 0.2639914298 -7.738309e-02
## 5020 0.1759029225 -0.3239283114 7.248698e-02 0.1616193945 -9.094292e-02
## 5021 0.0836307423 -0.7525221112 1.784019e-01 0.1003931325 -1.267397e-01
## 5022 3.4912083464 -0.5763955672 2.665075e+00 -0.8858234369 -7.831452e-01
## 5023 4.3020329994 -0.8719630667 2.864643e+00 -0.6537011824 -1.870138e-01
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## 5025 -0.0750428265 -0.3030260131 4.273052e-01 0.2480921717 7.834303e-02
## 5026 -0.0518262324 -0.1926120570 -7.869688e-02 -0.2787757485 1.393643e-01
## 5027 0.1276393071 0.5419824659 -2.065484e-01 -0.4205423887 1.249362e-01
## 5028 0.2330490163 0.9974981924 -7.933095e-02 0.4287175595 2.564996e-01
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## 5030 0.3121611797 -0.0514644199 -3.839540e-01 0.3480273882 -5.791402e-02
## 5031 -0.1821983063 -0.0778733111 -2.889981e-01 -0.0133876352 -4.018381e-01
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## 5033 0.1144451558 0.6768374531 1.161297e-01 -0.1226022556 4.159068e-01
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## 5035 -0.2219170387 -0.2003358834 -3.663132e-01 0.4185783206 2.162398e-01
## 5036 -0.0655683984 0.3795553804 1.349080e-01 0.5109614966 -1.254208e-01
## 5037 0.2063775133 -1.1525662735 -1.052686e+00 0.1502054133 -1.603681e-01
## 5038 0.4239431226 0.3217321317 4.884167e-01 0.5507865205 1.079661e-01
## 5039 0.3609140210 -0.0226074032 -1.815582e-02 -0.0332777267 -1.051463e-01
## 5040 1.1346245259 0.7294437456 9.558163e-02 0.8200624162 -5.430554e-01
## 5041 2.8143110385 -1.3621786857 8.593253e-01 -0.3694156174 -4.883841e-01
## 5042 2.6132999252 -2.2162859129 -1.055719e+00 -0.0106594360 3.115530e-01
## 5043 3.3025387122 -0.2207155435 2.543881e+00 -0.6609035719 -5.481252e-01
## 5044 4.4729644955 -0.9234571665 2.608796e+00 -0.2213650523 2.139033e-01
## 5045 1.6978253081 0.0285413477 1.270938e+00 1.2472757080 5.744492e-01
## 5046 0.1664031987 0.1265490027 3.127291e-01 0.0735676541 -1.297172e-01
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## 5050 -0.1120994576 -0.3439171799 3.285169e-01 0.0213031708 1.428860e-01
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## 5053 -0.7597472680 -1.0786860174 2.617643e-01 0.4561630566 -2.022741e-01
## 5054 0.0282539900 0.4117729940 -4.015699e-01 -0.0798031441 -1.091534e-01
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## 5057 0.0838580904 0.0742126934 -3.600688e-02 -0.1376669352 -1.767654e-01
## 5058 0.5121335533 0.3063295871 -5.647984e-01 0.8182375875 -1.040407e-01
## 5059 -0.3473848377 0.5874837865 9.349993e-02 0.1072317499 2.988985e-01
## 5060 -0.3669390080 0.0561018549 4.157735e-02 -0.0376452512 -3.395882e-01
## 5061 0.1938944623 -0.9904275496 -6.717039e-01 -0.5006655844 -6.293297e-01
## 5062 0.9653658167 -0.1201413079 6.411645e-01 -0.1077189508 -2.435004e-01
## 5063 1.0744497339 0.3381789569 9.318153e-01 0.3469395360 -1.238009e-02
## 5064 -0.4861396850 1.5303008398 1.415142e+00 1.3542211743 6.095308e-01
## 5065 0.0486513888 0.1041558379 9.260502e-02 0.4626076354 -3.638008e-01
## 5066 0.1930275431 -0.4423686314 2.599120e-01 -0.1769956279 -1.103477e-01
## 5067 0.2786481453 -0.3840704083 9.438700e-02 0.0766711592 8.581418e-02
## 5068 -0.1006694165 -0.5393466374 9.222511e-02 -0.1195540259 -4.826733e-03
## 5069 4.0542833417 -0.7061704224 -1.449596e+00 -1.1547306464 -6.814176e-01
## 5070 2.6945121071 -0.9138690475 1.667605e+00 0.0546690191 4.516875e-01
## 5071 4.3387509135 -1.9380953718 1.467474e+00 -0.5216978613 -2.125442e-02
## 5072 1.2967874921 0.3594930492 1.374197e+00 0.7829489837 5.443310e-01
## 5073 0.0739952759 0.0074274867 1.614266e-01 0.1581462984 1.086888e-01
## 5074 -0.0457611749 -0.3104009514 1.117645e-01 -0.1722014526 -1.565362e-01
## 5075 0.1049355404 0.0611930329 5.539133e-02 -0.0667256494 3.350439e-02
## 5076 -0.1871410170 -0.3614550703 2.946519e-01 0.0937543353 1.077964e-01
## 5077 0.0380992590 -0.0170853270 1.489991e-02 0.0687106795 -1.339764e-01
## 5078 -0.6268799617 -0.7265215114 -5.222032e-02 1.0601297062 -3.637749e-02
## 5079 -0.7608852628 0.2556625585 -1.086375e-01 -0.0713861333 1.550983e-02
## 5080 -0.5454761374 0.1489654666 -1.550162e-01 0.6453192934 1.613560e-01
## 5081 -0.5931513636 0.2277182459 1.732577e-02 0.0886406529 -1.565722e-01
## 5082 0.0486159380 -0.2335734566 -5.114608e-01 0.3241977634 -2.587869e-01
## 5083 0.8541576552 0.2961003830 -6.276958e-01 0.6528488740 -5.052256e-01
## 5084 -0.1180172655 0.5517047311 4.852579e-01 -0.0670912279 3.232820e-01
## 5085 0.7903601829 0.3501233701 -5.828859e-01 0.1910661932 4.365814e-02
## 5086 0.4736495959 0.2367314700 2.466185e-02 0.2929302773 2.525418e-01
## 5087 0.0379853397 0.0928441659 5.911390e-01 0.2127646688 2.666913e-02
## 5088 -2.6423632976 0.5582677756 -1.936917e+00 0.1625724204 4.011277e-01
## 5089 1.4575521478 -1.0683640343 -7.662838e-02 -0.1949136701 4.821058e-01
## 5090 -0.0255493277 0.4075379062 3.908427e-01 0.8469246768 4.346770e-01
## 5091 -0.6979736408 0.0056739626 -2.487138e-01 0.5719476766 4.542117e-01
## 5092 -1.0173947805 0.7093062696 1.773597e-01 0.3760178680 4.145625e-01
## 5093 -0.1869290904 -0.1553757184 3.296941e-02 0.2033665337 1.029931e-01
## 5094 0.1421704054 -0.2895688449 1.305945e-01 0.0987283171 7.551140e-02
## 5095 0.6273614207 0.2334898135 1.593739e-02 -0.4002431371 2.423836e-01
## 5096 -0.0335755461 -0.2218151421 -1.882557e-02 -0.2698839895 -8.482744e-02
## 5097 0.0675756220 -0.2109152180 1.755046e-01 -0.5808027099 1.120648e-01
## 5098 -0.1325619607 -0.3762661345 2.496428e-01 -0.3772264955 -5.912480e-04
## 5099 0.3608541533 1.0864356675 -3.874802e-01 1.2385878284 -4.240038e-02
## 5100 -0.1120505284 0.0222171693 3.942501e-01 0.2599845641 -5.379441e-02
## 5101 0.1373247180 0.3190652904 2.085691e-01 0.2123663814 -1.313376e-01
## 5102 0.0293947271 -0.2037471039 -5.097311e-03 -0.3929952498 1.095655e-01
## 5103 0.1941583117 -0.0260809860 1.130719e-01 0.0992063619 7.096676e-02
## 5104 -0.0422716751 -0.5172679255 1.079743e-01 -0.3324840223 9.224379e-02
## 5105 -0.0322771476 -0.2254386351 1.015128e-01 -0.1167485748 1.760536e-01
## 5106 0.0373641631 0.1398159889 3.553402e-02 0.0131222482 5.530784e-02
## 5107 0.3846423802 0.7814988082 -5.807170e-01 0.0020501797 2.325602e-01
## 5108 -0.4657230495 0.1611609251 -5.594759e-02 0.0745495601 -1.608206e-01
## 5109 -0.1436220260 -0.5750127565 -1.700748e-01 -0.0736666587 -2.994466e-01
## 5110 0.5069004306 -0.4532324212 -2.008906e-01 0.6977829112 -4.589070e-01
## 5111 0.5429392343 0.3983416537 2.317425e-01 0.2126011019 3.675641e-01
## 5112 1.2799086499 -0.7689110359 2.970113e-01 0.5598746771 -1.211851e-01
## 5113 -2.4705372199 0.2897285392 -1.235804e+00 -0.2902947383 6.859798e-02
## 5114 0.5123910404 -0.4705129417 -5.465263e-01 -0.8436298781 -1.084376e+00
## 5115 1.0790557753 -0.5895896724 -3.617853e-01 0.0281309752 1.895321e-01
## 5116 0.5954321747 0.0529559827 2.084593e-01 0.2871035785 1.574317e-01
## 5117 0.2221719611 -0.6323783265 -3.166060e-01 -0.1820175648 -3.954374e-01
## 5118 -0.3646282531 0.8684529508 8.156270e-01 1.0381881897 6.566479e-01
## 5119 -0.1119910971 0.1006758641 2.609624e-02 -0.0552165440 -1.677175e-01
## 5120 0.0063187047 0.0574676622 3.488755e-02 0.4372805944 -2.181457e-01
## 5121 -0.2965637523 -0.3235309147 2.901220e-01 -0.0949254370 -2.691376e-02
## 5122 0.1490551512 -0.3396816377 1.773040e-01 0.1627992498 -9.897305e-02
## 5123 0.2397964931 -0.1551419732 1.578504e-01 0.2825315214 -6.656586e-02
## 5124 0.2422140663 -0.1220165509 2.483240e-01 -0.1630870585 -1.251559e-01
## 5125 -0.1315719610 0.3643519624 -3.559978e-01 0.1003595263 -4.324111e-02
## 5126 0.2496210462 1.1508057931 -2.421817e-01 0.5717212128 -1.042664e-01
## 5127 1.1885458244 2.2015796940 -5.744266e-01 -0.1147349646 -2.532593e-01
## 5128 1.4295025245 1.8330360554 -8.391606e-01 -1.0440631449 -2.581052e-01
## 5129 1.0372665112 0.9652318092 1.926823e-01 -0.7107947001 8.129259e-03
## 5130 0.8122264464 0.6011803668 5.542676e-01 -0.1031662006 -2.283202e-01
## 5131 0.1437528694 0.2176772690 4.104597e-01 0.2440888089 2.332337e-01
## 5132 -0.0879677289 -0.2438579116 -2.137995e-01 0.3355040825 4.908629e-02
## 5133 0.0592446386 -0.0659123430 7.500559e-03 0.2071869263 3.775055e-02
## 5134 -0.0648684736 0.0164648425 5.379468e-02 0.0797565625 -2.370505e-02
## 5135 -0.0858524045 0.1692371413 -3.036739e-02 0.2550629283 -6.730227e-02
## 5136 -0.3541983896 -0.6599181682 -2.052846e-01 0.3650597156 -6.637937e-02
## 5137 0.4733823540 0.1005824013 -5.229792e-01 0.9768408581 -1.741325e-01
## 5138 0.4086055129 -0.0425274788 2.002452e-01 -0.1813733085 1.983977e-01
## 5139 0.1812664515 -0.0617420841 1.521223e-01 -0.1981189943 1.763731e-01
## 5140 -0.0653740508 0.2428776709 5.393400e-01 -0.1466011490 -7.444276e-02
## 5141 -0.0327329658 -0.2673174335 -1.584742e-01 -0.5971549004 -3.823164e-01
## 5142 0.5091383685 -0.0222958981 4.567804e-01 -0.4079054784 4.288229e-01
## 5143 0.9158458664 -0.9336398042 4.441628e-01 0.1678992702 -2.349660e-01
## 5144 1.4173611627 -1.3156116505 -1.056921e+00 0.6105227773 2.110306e-01
## 5145 1.2414764120 -0.7959338065 -1.416059e+00 0.2080407296 5.927936e-01
## 5146 -0.2646816760 0.0912443329 -1.213960e+00 -0.5205424462 3.085697e-01
## 5147 0.1632676023 -0.5100617754 -6.622278e-01 -0.1867710812 -3.502550e-01
## 5148 -1.2768988222 0.7878558805 7.059408e-01 0.5996974410 8.318894e-01
## 5149 0.5685292837 0.2963162982 5.207955e-01 -0.6736218904 -9.965357e-01
## 5150 0.1459412441 -0.3476909791 2.759030e-02 -0.4008131569 -1.654322e-01
## 5151 0.1399471492 0.0515492699 1.978205e-01 0.2702534362 4.058011e-01
## 5152 -0.0817459471 -0.2838607217 -6.388278e-02 0.1574438314 -6.958108e-02
## 5153 0.0018615113 -0.0692256725 1.404460e-01 0.1657278044 -6.456607e-02
## 5154 -0.0357660141 0.3311587570 -7.135032e-02 0.1299700903 1.493989e-01
## 5155 0.0658434415 0.4633752980 -9.577306e-02 0.1122411095 -9.033198e-03
## 5156 0.0678816149 0.4438135203 1.640485e-01 -0.3731456219 4.652889e-01
## 5157 0.7880123101 2.1720519689 -2.448944e-01 0.3107591447 1.122758e-01
## 5158 0.2085093137 0.6213036830 3.159781e-01 0.2945887743 3.481303e-01
## 5159 -0.4077634679 0.1229207644 -7.450605e-03 0.3983578970 -1.166492e-01
## 5160 -0.4546238970 0.0702979951 5.802959e-02 0.1943523860 -5.214009e-02
## 5161 -0.2019128198 -0.4321419743 -1.251833e-01 -0.0746918011 -1.696080e-01
## 5162 -0.0403398714 0.0294028721 2.766818e-01 0.3227136709 -9.545357e-02
## 5163 -0.2103482121 -0.4477460478 3.062997e-02 0.2462182722 -5.604836e-02
## 5164 -0.1268677437 0.1124553256 -4.550525e-02 -0.2825666901 9.979619e-02
## 5165 -0.2237057387 -0.2147658283 1.272206e-01 0.2132956239 -1.089997e-01
## 5166 0.0956819042 0.2157289618 1.122527e-01 -0.3472859542 7.382935e-03
## 5167 -0.2329049033 -0.4696873489 9.067254e-02 0.1184864898 -2.394235e-01
## 5168 -0.2541042470 -0.4217376022 1.392448e-01 -0.2485008867 4.292629e-01
## 5169 0.8928140116 -0.3627230355 -6.912445e-03 0.6265552240 -9.388765e-01
## 5170 -0.2264662812 0.4679328832 7.948414e-02 -0.0200979185 1.388579e-01
## 5171 -0.4145188695 0.4817817628 3.237059e-02 -0.1918418390 2.080526e-01
## 5172 -0.1073087448 -0.4455389968 -8.734733e-02 0.3049780551 -5.159360e-01
## 5173 1.0547917256 -0.4191974182 2.667679e-01 0.3723947207 -3.491513e-01
## 5174 1.5107845219 0.3044064554 4.743797e-01 -0.4672114837 2.961501e-01
## 5175 0.5200790002 0.0136823612 5.336780e-01 -0.3283160275 4.284693e-01
## 5176 0.5451804986 -1.5831754556 -3.054845e-01 -0.3006692931 -7.802584e-01
## 5177 1.7621919628 -0.2243189641 -1.574558e+00 0.2267873468 1.618433e+00
## 5178 0.0780743603 -0.1590296987 -5.762668e-02 0.2730153067 -1.107633e-01
## 5179 -1.1267108462 0.6115382659 3.306855e-01 0.1373827500 -2.026646e-01
## 5180 -0.0349890978 -0.3662341127 -8.468613e-01 0.0795481320 4.917927e-01
## 5181 -0.3950623473 -0.0050782448 -1.098994e-01 0.0018782932 -3.958066e-01
## 5182 -0.3236722400 0.2199373209 2.746263e-01 0.0639430967 6.117601e-02
## 5183 -0.2568238880 0.0354051009 1.964758e-01 -0.0970202524 -1.257118e-02
## 5184 0.2273364245 0.0211695130 -2.576466e-01 -0.1163872173 1.751675e-02
## 5185 -0.3872925606 -0.5558596261 3.162296e-03 -0.1027722096 1.908671e-01
## 5186 -0.1266159061 1.7683514810 -3.211267e-01 -0.7821188683 8.820758e-02
## 5187 0.1714593868 1.3769186846 -5.847792e-01 1.1929576030 -6.500321e-01
## 5188 -0.0068197196 0.6617868792 -4.097859e-01 1.0977062841 -2.934059e-01
## 5189 -0.1747604976 -0.2592444630 1.641840e-01 0.0607969402 1.039270e-02
## 5190 -0.0190543500 -0.4402276359 1.116674e-01 0.2814872306 -1.791520e-02
## 5191 -0.0115970693 -0.3929688610 -1.625519e-02 0.0522946004 1.537730e-01
## 5192 0.1245522254 -0.1585022306 -7.324996e-02 0.1268264220 7.544483e-02
## 5193 0.0538054207 0.2539750880 -5.055887e-02 -0.2159111748 2.822070e-01
## 5194 -0.1927788843 -0.4702051035 -7.970778e-02 0.0861480857 2.127085e-02
## 5195 -0.3794630805 -0.5597931626 1.094301e-01 0.5811207020 -4.347925e-01
## 5196 -0.0593619951 -0.6601572236 3.773235e-01 0.3069708511 7.306970e-02
## 5197 0.5680567555 0.0091778122 -1.863252e-01 0.2759287459 1.616395e-01
## 5198 0.4078670954 0.2294636999 4.823204e-02 -0.3132761279 2.027101e-01
## 5199 0.1103851011 0.2160437870 1.408733e-01 0.1180526551 3.293104e-01
## 5200 -0.0242593262 -0.1382076407 2.157076e-01 0.0621304594 -2.916926e-01
## 5201 0.2363707854 -0.1277451222 2.612398e-01 -0.2018000957 2.215578e-02
## 5202 0.8053613632 0.4202686979 1.099931e-01 -0.4641866131 -1.032717e-01
## 5203 2.1630636160 -1.5824054478 -2.417455e+00 0.5999390952 -1.647377e+00
## 5204 1.9335286796 -0.1699496736 -1.077186e+00 0.1286626248 1.331231e+00
## 5205 0.4812080312 -0.0715722712 -1.586552e-01 -0.3368162858 2.189601e-02
## 5206 -0.0637972963 -0.2824645175 -1.187048e-01 0.2120084122 1.647135e-01
## 5207 -0.4911662167 0.3945412455 2.073788e-01 -0.2973003326 -1.417459e-01
## 5208 -0.3512480965 -0.7229000804 2.532450e-01 0.2700534838 -3.270502e-01
## 5209 0.2192865779 -0.0655304845 3.963324e-03 -0.0546711317 5.925699e-02
## 5210 0.0546634824 0.3394897582 1.094775e-01 -0.3859666436 8.725748e-02
## 5211 -0.0495815256 0.2525415125 -1.379181e-01 0.0910563141 1.807866e-01
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## 5213 -0.2581585939 0.5260866713 2.117440e-01 -0.3225933304 2.997540e-01
## 5214 -0.5772014567 -0.1166019422 -1.711548e-02 -0.2002249981 1.213353e-01
## 5215 0.0753164982 1.2532358663 -2.122850e-01 0.0770049050 -2.589125e-01
## 5216 -0.2037604580 0.3324149332 -3.770536e-01 0.5184710356 -4.516653e-01
## 5217 0.1787563070 -0.2566128475 2.025392e-01 0.0294562972 -2.718615e-01
## 5218 0.2011421727 -0.4628983881 2.350251e-01 -0.1462179703 1.234872e-01
## 5219 -0.2514795181 0.1242967101 1.097139e-01 -0.1043367163 -1.338598e-01
## 5220 -0.3031848825 -0.2134882933 4.214431e-02 -0.2819455384 -2.673975e-02
## 5221 -0.2240531332 0.0392015606 2.302227e-01 -0.1327755273 1.254544e-01
## 5222 -0.1737662168 0.0532073197 3.269604e-01 0.3433615161 -1.298402e-01
## 5223 0.1233504722 -0.2382570083 3.063116e-02 -0.5388266948 1.125710e-01
## 5224 -0.1973093410 0.1894835942 3.857500e-02 0.1938631182 -5.392442e-02
## 5225 -0.0354533175 -0.4477140660 1.430282e-01 -0.3144981680 1.803202e-02
## 5226 -0.3989019039 -0.5133640717 2.293862e-01 0.0652395540 2.677722e-01
## 5227 0.6944269404 0.3049631067 -5.998480e-01 -0.3622851774 9.324396e-02
## 5228 1.0173008484 -0.2969100904 4.082168e-01 0.4362656984 -2.346740e-01
## 5229 0.7934893559 -0.3440859030 5.521261e-01 -0.0748845142 -2.259911e-02
## 5230 -0.0404805497 -0.1021172816 -2.990517e-02 -0.8498323005 2.408351e-01
## 5231 -0.4270212932 -1.0901070375 -3.196943e-01 -0.2433149685 -1.965931e-01
## 5232 0.1764871887 -0.5657262391 -1.479211e-01 0.1286381812 1.562363e-02
## 5233 -0.7295438064 0.4291115735 7.260463e-01 -0.2765490448 -2.850392e-01
## 5234 0.4923826320 0.0410641704 -7.581131e-02 0.3014731847 1.354156e-01
## 5235 0.8397844987 0.0331242398 9.786931e-01 -0.4938950380 -3.747730e-01
## 5236 2.4890114556 -0.9246189462 2.039833e+00 0.1009039848 -8.961573e-01
## 5237 -0.4433180069 -0.6509576644 2.934428e-01 0.3745167008 -2.539905e-01
## 5238 -0.4797523986 -0.7649787375 3.423904e-01 -0.0944731769 3.289072e-03
## 5239 0.0637253162 0.0747539437 -1.402386e-01 -0.0089651611 1.087099e-02
## 5240 -0.2780552007 0.3786130473 -1.502709e-01 -0.6166598098 1.443686e-02
## 5241 -0.6702372970 -0.1636912898 -1.255328e-01 0.1899695430 -1.981395e-01
## 5242 -0.2132118475 0.5129551679 -2.107592e-02 0.1467494522 -5.118168e-01
## 5243 0.4138379834 1.3207706267 -9.743853e-02 -0.0419946562 -8.530040e-02
## 5244 0.1868412792 -0.2847770247 2.927147e-01 0.0680605789 1.025895e-01
## 5245 0.1004337484 -0.2040573134 1.275655e-01 -0.1291879433 1.414424e-01
## 5246 0.0073584309 0.1254476595 1.939221e-01 0.1142067031 -9.554995e-03
## 5247 -0.1858974956 -0.1005640167 1.711851e-01 -0.2120499762 7.283265e-02
## 5248 0.0110869757 0.2499492716 1.300772e-01 -0.2774071899 -1.135267e-01
## 5249 0.1641130178 0.1747803166 -3.563614e-01 0.0841555758 1.495757e-01
## 5250 -0.2765163876 -0.3321566790 2.669165e-01 -0.1460206529 1.020794e-01
## 5251 -0.1647103786 -0.1379257397 1.540433e-01 0.2246467265 -1.626315e-01
## 5252 -0.0943435414 0.0365675402 -2.812990e-01 0.2816198967 -1.416289e-01
## 5253 -0.0917102825 -0.1954801625 4.905326e-02 -0.1077778637 1.550567e-05
## 5254 0.0449182035 -0.3470139124 -1.269019e-01 -0.2289783636 6.211084e-02
## 5255 -0.2053934001 -1.1170087626 1.829570e-01 -0.1356243080 1.221516e-01
## 5256 -0.1939440387 -0.3448453979 1.073519e-01 -0.0245777636 2.318091e-01
## 5257 0.1110187661 0.3895666192 -3.347599e-01 0.7888574170 -3.623779e-01
## 5258 0.3271069381 0.7714761286 3.991575e-01 0.1836248201 1.106362e-02
## 5259 0.2645882570 0.4104473251 4.623142e-01 -0.3664027333 8.585658e-02
## 5260 0.2298433721 -0.4895358949 -2.627949e-01 -0.1837171747 -1.631881e-01
## 5261 0.2034859513 -0.1386704788 -4.333827e-01 0.2272956416 2.065635e-01
## 5262 -0.5594441640 0.4698280076 8.914859e-01 -0.1474596108 -8.357020e-03
## 5263 1.2975953516 -0.3463460790 1.434120e+00 -0.3868209992 -1.665477e+00
## 5264 -0.4166020081 -0.6981705657 1.883215e-01 -0.0358510106 2.251152e-01
## 5265 -0.3844417002 -0.0574870852 6.105476e-02 -0.0659523782 2.009539e-01
## 5266 0.2090214186 0.6611555845 -1.301083e-02 0.0703386576 3.621173e-02
## 5267 0.0864217731 0.2420488577 -1.560246e-01 -0.3260916070 1.936909e-01
## 5268 -0.0394252319 0.4064907874 -1.364505e-02 -0.0702197144 -5.096429e-02
## 5269 0.6543458025 1.7104962262 -1.325534e-01 -0.2412811017 1.725229e-01
## 5270 0.7177374278 1.4527675534 -1.591384e-01 -0.0969555802 -9.969739e-03
## 5271 0.0478166473 -0.2651510930 -7.563955e-02 -0.0008493193 1.890106e-01
## 5272 0.4479367279 -0.2467095564 1.582485e-01 0.1491190744 3.816067e-02
## 5273 0.2254374335 0.0232058443 1.777551e-01 -0.0805015243 3.282091e-01
## 5274 -0.0688103389 -0.4129382327 4.258752e-03 0.0371130915 5.789730e-02
## 5275 -0.1095945284 -0.4097440633 1.567813e-01 -0.1510280440 1.593553e-01
## 5276 -0.2032846111 -0.3064916016 1.957525e-03 0.4277752699 -5.708497e-02
## 5277 -0.2993002077 -0.5203112619 4.017584e-02 -0.2428898207 7.276859e-02
## 5278 -0.2321938576 -0.3099871967 2.387738e-01 -0.1723698567 9.935139e-02
## 5279 -0.1882763703 -0.2267751078 -2.632909e-01 0.0155342834 -8.023856e-02
## 5280 -0.4241665635 -0.3256604819 1.292901e-01 -0.1034634118 2.697023e-01
## 5281 0.2335202268 -0.0455731152 -1.334682e-01 0.6868031802 -3.188781e-01
## 5282 -0.1502967065 -0.3717062881 -1.540236e-01 -0.4773684904 2.903336e-01
## 5283 0.2869826137 -0.2339485775 -3.832638e-01 -0.2303593478 2.845473e-01
## 5284 0.3319997413 -0.4348671594 -5.070416e-01 0.2018294893 -9.390161e-02
## 5285 -0.6582360834 0.6491099814 1.408820e+00 -0.0717179697 -2.467512e-01
## 5286 1.3314843062 -0.1962235371 3.534045e+00 -0.3908108480 -1.443687e+00
## 5287 0.2204127833 0.5857682944 4.986122e-02 -0.1460197762 5.390940e-02
## 5288 0.0248702694 0.2843565218 -6.501095e-02 0.5434028600 -3.331360e-01
## 5289 -0.1498670364 -0.7905858454 -1.227250e-03 0.1410430161 -6.674920e-02
## 5290 0.0972636149 -0.3360068051 1.383118e-01 -0.0437479875 -3.770168e-02
## 5291 -0.2403744360 -0.1600415931 2.141610e-02 0.1120448374 6.027605e-02
## 5292 0.0485185753 0.0223963844 -2.011140e-01 -0.0942026121 2.930110e-02
## 5293 0.0397034584 0.1754441615 1.298272e-02 0.0236266807 -2.150848e-04
## 5294 -0.3979032472 -0.0079624201 2.760905e-01 0.3080991662 6.633660e-02
## 5295 0.1232102543 0.1473237242 6.363835e-02 0.0390848079 -2.033998e-01
## 5296 0.0795170138 -0.2121073772 -9.145750e-02 -0.0553538896 1.527852e-01
## 5297 -0.3556154572 -0.2820570371 -2.483424e-02 0.1285746757 -1.392233e-01
## 5298 -0.4659469650 -0.4321804488 -7.521977e-02 -0.1826402724 1.080921e-01
## 5299 0.0183577513 0.3078158871 -1.319223e-01 -0.5379127159 9.341793e-03
## 5300 -0.1809309017 -0.8444900519 1.210263e-01 -0.5714823849 -2.210894e-02
## 5301 2.4633483975 -1.4215651569 -2.203729e+00 0.6653865546 -1.383981e+00
## 5302 0.7457376011 -0.7593323824 -3.323936e-01 -0.0366337691 -3.117990e-01
## 5303 0.6413605944 -0.9484966962 -4.277237e-01 0.1811022214 2.171172e-01
## 5304 -0.2074795299 -0.1657335066 1.498302e-01 0.5051295034 -3.018129e-02
## 5305 -0.2131353228 -0.4142851942 2.942673e-01 -0.5463253979 1.905040e-01
## 5306 0.0488506680 0.3463164034 -2.435854e-02 -0.4357378212 4.164606e-01
## 5307 -0.2870007862 0.0621934066 -1.241545e-01 0.5472543282 -2.100703e-01
## 5308 0.0249470665 0.6302947814 7.875507e-02 0.1771322737 -3.578070e-01
## 5309 -0.0798368513 0.3704297718 -1.660508e-01 0.2739480020 -1.872869e-01
## 5310 -0.4811098093 -0.6478557065 -6.380653e-02 0.2845499691 5.011845e-02
## 5311 0.1700821177 0.1151254233 1.745864e-01 -0.4522993110 4.733381e-02
## 5312 0.0211787341 1.0450036686 -2.006529e-01 0.6775922938 -2.373622e-01
## 5313 -0.0331235806 0.1594387568 2.206720e-02 0.0496103470 1.326274e-02
## 5314 -0.3320551563 0.0213126697 8.240364e-02 0.4386244028 -1.018377e-01
## 5315 0.0845118884 0.0757375480 -1.180732e-02 -0.1214260685 6.352241e-02
## 5316 -0.1790217179 -0.4794740018 4.475339e-02 0.0302385957 1.405494e-01
## 5317 -0.2010206120 -0.0864115574 1.603339e-01 0.1075823005 -4.744270e-02
## 5318 -0.2793633007 -0.1936643809 -1.515966e-01 -0.0961236543 -4.793272e-02
## 5319 3.2725041420 -0.7359514520 -2.223516e+00 0.2808361446 1.035637e+00
## 5320 1.0146257668 0.0010665057 3.116141e-01 -0.3797367202 -1.599127e-01
## 5321 0.9215780012 -0.8974262645 2.284455e-01 -0.1394430118 -4.413370e-01
## 5322 1.6765063685 -0.9350360262 2.043773e-01 -0.2131798677 -1.110327e-01
## 5323 0.0947032750 0.2595683122 3.513486e-02 0.1732292368 -2.838031e-01
## 5324 -0.0920115197 -0.5279665743 -3.465533e-01 0.0284647480 -8.542833e-02
## 5325 0.0125904820 -0.3126532451 -8.045600e-03 -0.5087422011 1.137582e-01
## 5326 -0.1423226305 -0.2153051284 2.000873e-01 0.1579613993 1.242616e-01
## 5327 -0.1971384568 0.2149255789 2.697336e-02 0.0192181018 -4.054197e-03
## 5328 0.0964266940 -0.3085795361 1.141159e-01 -0.1279632133 -1.541468e-01
## 5329 -0.0348909562 -0.4821495340 1.331755e-01 -0.0700881390 1.978744e-01
## 5330 -0.0903081364 -0.4834281031 -7.764047e-02 0.0676921337 3.269104e-01
## 5331 -0.3049284082 0.0662135094 7.838383e-02 -0.1240800129 1.759755e-01
## 5332 -0.3585885507 -0.3823705529 -1.651236e-01 -0.1586077681 -8.794276e-03
## 5333 -0.2271753162 -0.4815591645 8.248830e-02 -0.2885345568 -1.898705e-01
## 5334 -0.0374587485 -0.8948827320 -2.579819e-02 -0.7968964173 -2.305704e-01
## 5335 1.2318672718 -1.3400354964 -1.123199e+00 -0.2864821314 -1.060775e+00
## 5336 2.7799659137 -0.9668565267 -2.522623e+00 0.3873045189 -1.057453e+00
## 5337 2.3602342368 -1.3913384749 9.455914e-01 -0.5740001280 -1.147768e+00
## 5338 -0.5349471686 1.6900617859 -3.488977e-01 -0.3915340885 4.050367e-01
## 5339 0.3088114357 0.5827497543 1.592526e-01 -0.0317217530 1.202686e-01
## 5340 -0.0749310504 0.1359982543 4.161224e-01 -0.5832985606 3.207907e-01
## 5341 0.0228465320 0.3074781342 5.234836e-03 0.1838583354 -1.481456e-01
## 5342 -0.0042168276 -0.0805994838 5.199064e-02 0.2203196222 -7.678501e-02
## 5343 0.1359281002 -0.3180537249 8.548798e-02 -0.3620866471 3.325607e-01
## 5344 -0.0259145410 -0.2519157941 -3.702488e-02 -0.0277184227 6.203019e-02
## 5345 -0.0881773430 0.0166317074 1.021703e-01 0.1460646916 3.254460e-02
## 5346 -0.2676320391 -0.2811646528 -2.248168e-01 -0.0935628085 2.988972e-02
## 5347 -0.1299387699 -0.1030453687 1.299165e-02 0.2052280267 1.802665e-01
## 5348 -0.1881206126 -0.0381370544 7.344908e-02 -0.1759776743 2.009979e-01
## 5349 -0.4384021324 0.0121516662 -1.291016e-01 0.2092659723 -3.877419e-02
## 5350 0.6548590300 1.3974050745 -1.128024e-02 -0.0038977386 -2.386828e-01
## 5351 -0.1146189267 -0.1048981003 2.970940e-01 -0.0437958822 -1.498575e-01
## 5352 -0.0908070575 -0.4833430052 1.161674e-01 0.1659842510 4.726564e-02
## 5353 0.2220907883 -0.8062961490 -4.165749e-01 -0.5143383918 -4.431775e-01
## 5354 3.0856276490 -1.8220495587 1.652993e+00 0.6660252525 -2.483040e-01
## 5355 -2.2717551206 -3.9414283900 -2.002039e-01 -0.5950215328 3.390665e-01
## 5356 0.1647931957 0.9910455188 -1.501323e-01 -0.0658540559 -5.034024e-02
## 5357 -0.1875471822 -0.0385337127 -1.178590e-01 -0.4201657897 3.525841e-02
## 5358 -0.2240366142 0.3452937404 3.740179e-01 -0.2859203265 1.645734e-01
## 5359 -0.1692391417 0.7496363898 1.179320e-01 -0.2068346224 1.318265e-01
## 5360 -0.0394151859 1.0182981287 -2.629133e-01 0.1930411827 -1.285667e-01
## 5361 0.2227259559 1.1559129126 -2.391598e-01 0.3203404578 -3.504127e-01
## 5362 0.1455380475 0.0643495343 -1.942259e-02 -0.0713094424 2.224920e-01
## 5363 0.2163586301 0.0464735131 6.456741e-02 0.0953583779 -1.371721e-01
## 5364 0.2169307301 -0.1428913740 7.320334e-03 -0.0706654535 6.043823e-02
## 5365 -0.1407728744 -0.2664010912 1.204621e-01 0.1267713810 2.015240e-02
## 5366 -0.0464946647 -0.2660025864 2.536985e-02 0.0042899637 -1.772594e-01
## 5367 0.1171853477 -0.3523746999 1.592332e-01 -0.0490450467 -1.156331e-01
## 5368 -0.0337770833 -0.3814346774 3.693565e-01 0.1334335631 1.360003e-01
## 5369 0.2240041771 0.1767485007 2.804141e-01 -0.1302591630 -6.189852e-02
## 5370 -0.0336363669 0.1729873617 5.049010e-02 0.3462583142 -9.003965e-02
## 5371 0.2880815025 -0.0077100492 -7.211219e-02 -0.0755702028 6.000584e-02
## 5372 0.1465511199 -0.4172696210 -1.783061e-01 0.1450617052 -8.142601e-03
## 5373 -0.0684701531 -0.6160306695 2.634022e-02 0.0497855060 1.188354e-03
## 5374 0.0202020208 -0.0832497058 -1.187411e-01 -0.2413554109 2.093841e-01
## 5375 0.0006701559 -0.2583033126 -8.578432e-02 0.1131544288 -3.250109e-01
## 5376 0.0681629310 -0.4045690074 5.809125e-02 -0.2966589050 -9.465557e-02
## 5377 0.1942457056 -0.5186934805 4.935215e-01 0.4586760677 -3.045289e-01
## 5378 0.7280429943 -0.0784526470 -4.245673e-01 -0.9893830795 -1.606517e-01
## 5379 2.0164106860 -1.5171556735 1.621864e+00 1.2224816479 8.915689e-02
## 5380 -0.4024601038 0.4977502551 -8.433658e-02 0.2814519348 -8.854948e-02
## 5381 0.1202767924 0.5925087298 4.610106e-02 0.0674029229 -6.753483e-02
## 5382 -0.0082297391 0.7634912877 -5.188436e-02 0.1391847821 -3.190147e-02
## 5383 -0.0804564363 0.4825174083 -1.564490e-01 0.6433780779 -2.123416e-01
## 5384 0.4544924185 0.2626992431 1.687795e-01 -0.2276551483 -3.742323e-01
## 5385 0.2050030003 0.4552127579 2.454591e-01 -0.0103829728 5.500708e-02
## 5386 0.0844202282 0.2054848461 6.885156e-02 0.0823863112 -9.204352e-02
## 5387 -0.0221269659 -0.0133967539 -1.106994e-01 0.1742350188 -6.924291e-02
## 5388 -0.0372581500 -0.3197581382 -3.292274e-02 -0.0903063759 -9.434529e-02
## 5389 0.0744997742 -0.0170795152 -1.354563e-01 0.3186339158 2.256566e-01
## 5390 0.0968647450 -0.4205384797 2.525853e-01 0.1443647928 -4.919732e-02
## 5391 0.3450574219 0.0494056528 1.853485e-02 0.0013737703 -5.666628e-02
## 5392 0.0641015755 0.2884512208 9.032318e-02 -0.0742096891 1.839522e-01
## 5393 -0.0594872778 0.2226353208 1.019085e-01 -0.0094481827 1.574075e-01
## 5394 0.0851171434 -0.1288197802 1.870782e-02 -0.0138677709 9.442831e-02
## 5395 0.0365717498 -0.6150811070 9.713810e-02 -0.0612314193 -8.098258e-03
## 5396 0.1251139858 -0.5465953904 -4.108456e-02 0.4378281861 3.362661e-02
## 5397 0.2402627100 0.1743035517 8.953325e-02 0.0991567549 2.246172e-01
## 5398 0.8208088681 1.0122550791 4.941067e-01 0.1658585008 -1.468897e-01
## 5399 -0.1498720853 -0.2732491716 3.924311e-01 -0.2915210498 5.189129e-01
## 5400 -0.1423079096 0.1910341885 3.046499e-01 -0.8942039485 4.391668e-01
## 5401 0.1116122325 0.4575679945 -1.729715e-01 0.1178593552 -1.024331e-01
## 5402 0.0514861162 0.0175149445 4.229327e-02 -0.6029226585 3.949136e-01
## 5403 0.2085865530 0.5454365433 -1.102369e-01 -0.3664311497 8.599117e-02
## 5404 0.3956895351 0.1860998139 -9.955013e-02 -0.7083433156 1.296886e-01
## 5405 0.1048965846 0.1920272290 1.722114e-01 0.1640844312 -1.355094e-01
## 5406 -0.0026706388 -0.2443958226 -9.447632e-03 0.5900332854 2.409468e-03
## 5407 0.8697760531 1.1900924030 -1.419190e-01 -0.5694195806 1.061265e-01
## 5408 -0.1193196026 0.2003004023 1.741201e-01 0.1155091764 -1.118714e-01
## 5409 0.1059984183 -0.0609621904 2.015421e-01 -0.1868853857 4.839820e-02
## 5410 -0.2179780728 -0.2887551119 1.709214e-01 -0.1034004126 9.951249e-02
## 5411 0.1299953439 0.1358071617 7.884137e-02 -0.0196179533 2.141238e-01
## 5412 -0.0973468675 -0.0121347797 -1.064461e-01 -0.0513070600 2.406125e-01
## 5413 -0.1356359686 0.2468096632 -8.143444e-02 0.1700362705 -3.242461e-02
## 5414 -0.8129555178 0.5509461197 5.079352e-01 -0.6980358677 -8.972728e-01
## 5415 -0.1987255325 -0.2957517274 -1.619835e-01 -0.1505534988 -6.791376e-04
## 5416 -0.7502426826 -2.0733947310 -5.682729e-02 -0.3128727996 8.670178e-02
## 5417 -0.5359482310 -1.8860895776 4.488035e-02 -0.1925060082 2.832193e-01
## 5418 -0.0631370300 -0.2682746628 -1.674097e-01 -0.1060324682 2.283323e-01
## 5419 -0.2579186954 0.1145279303 -1.360084e-01 -0.2680205104 2.877987e-01
## 5420 0.2922603588 0.7788477938 1.193697e-01 -1.2031894661 4.009582e-01
## 5421 -0.5477962747 0.8298008437 -2.397651e-01 0.2428823867 7.962872e-02
## 5422 -0.3596008412 -0.2113822046 -2.463334e-01 -0.4264869493 5.400026e-02
## 5423 -0.7972931617 -1.4701823822 -2.237746e-01 -1.1548492813 3.382993e-01
## 5424 0.0687569398 0.2958157889 2.356460e-02 -0.0892600034 -1.248004e-01
## 5425 0.1554293442 0.1584174136 2.736738e-03 -0.4676091163 1.514883e-01
## 5426 0.0635261040 0.0759979561 2.085068e-02 -0.5949614049 3.141270e-02
## 5427 -1.3462535609 -1.5009887278 -2.332556e-01 0.5174811917 -3.827141e-01
## 5428 0.0331751773 0.0849958289 2.003617e-01 0.1607075777 -1.466157e-01
## 5429 -0.4807469635 -0.8343018514 3.110538e-01 0.5590921143 3.605463e-03
## 5430 -0.1899238329 -0.1703592693 3.252237e-01 0.6861519860 1.565168e-01
## 5431 0.1871451863 0.0316888570 3.090345e-01 -0.1550847701 1.855576e-01
## 5432 -0.0341306035 0.1252950407 1.479636e-02 0.1156914113 2.417392e-01
## 5433 -0.2878272042 0.0223640685 -3.954009e-01 -0.1682973722 -1.270276e-01
## 5434 -0.2111027195 0.1738735701 -5.113482e-03 0.1165528287 -5.561186e-02
## 5435 -1.8020481607 0.5243915769 -8.147507e-01 -0.2071697837 1.321763e-01
## 5436 -1.9376583949 0.5186628895 -5.024994e-01 -0.0795110996 2.835134e-01
## 5437 -1.8637640502 0.9174411215 3.801886e-01 0.0777974713 5.586490e-02
## 5438 -0.1478647768 -0.2637560740 -1.286469e-01 -0.0480137818 -1.652065e-01
## 5439 -0.7062192690 -1.7113195990 8.586788e-03 0.3865945313 -5.390029e-01
## 5440 0.1316982817 -0.0063036765 -2.925316e-01 -0.1820559852 2.054092e-01
## 5441 -0.0028599506 0.2857159324 -1.646461e-01 0.5914276554 -8.393217e-02
## 5442 0.1230467649 0.6457347306 3.804146e-01 -0.2470825018 1.835861e-01
## 5443 0.3139374099 1.2997064213 1.101989e-01 -0.3837761061 7.010752e-03
## 5444 -0.3620358291 -0.6808403471 -2.653764e-02 -0.8270310385 -3.318257e-01
## 5445 -0.6800678639 -0.8084885537 -9.385319e-02 -1.0799274903 -4.247647e-02
## 5446 -0.0259141492 0.2561529610 3.630186e-02 -0.2339335171 6.789152e-02
## 5447 -0.0323850544 -0.2626157044 -1.145989e-01 -0.3812603159 8.539880e-02
## 5448 -0.4168264242 -0.8597723656 3.282439e-02 0.2149952712 -2.087298e-01
## 5449 -0.4653513467 -1.1741268927 3.599438e-01 0.0382864162 -1.920131e-01
## 5450 -0.0628954166 -0.6084728247 1.742478e-01 -0.1472737486 1.686628e-02
## 5451 0.4359246280 0.7984702864 3.856973e-02 0.2347057484 5.117463e-02
## 5452 -0.4674404730 -0.9693631041 3.853243e-01 0.9626192349 -2.982660e-01
## 5453 0.2494359394 0.0205888898 4.764697e-01 -0.0234600047 -2.609995e-01
## 5454 -0.1945598419 0.1269480359 -1.208630e-01 0.0596253116 2.503345e-01
## 5455 -1.5080631917 -0.0832089107 -8.968682e-01 0.3049899793 2.712889e-01
## 5456 -1.3306209894 0.5010757750 -8.229262e-01 -0.1111466294 1.226445e-01
## 5457 -0.7463094946 1.2410849509 1.598573e+00 0.1746667915 4.985990e-01
## 5458 -0.8042922397 -2.5029819037 1.223714e-01 0.4181048544 -1.560327e-02
## 5459 -0.2323942883 -0.4505168518 -1.329846e-01 -0.4605116597 3.618585e-01
## 5460 0.5255793758 1.7389393931 2.256098e-01 -0.3399916510 5.229607e-02
## 5461 0.6739684518 2.2813259981 2.718436e-01 0.8092926559 -2.158807e-01
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## 5463 -1.1280415113 -1.7844426993 6.964617e-02 0.6846919041 -1.465504e-01
## 5464 0.2535467376 0.3655610503 1.982894e-01 -0.2894381974 -7.558880e-02
## 5465 0.5822453929 0.4784017509 1.188528e-01 0.5875820080 -1.816506e-01
## 5466 0.1634278348 0.0510740546 9.994985e-02 0.1835965736 1.416290e-01
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## 5469 -0.9949961799 -1.0906024026 1.002963e-01 1.0320896124 -3.200831e-01
## 5470 -0.3493992249 0.0226713471 8.773065e-02 0.2511650069 -1.632771e-01
## 5471 0.0159313872 -0.0482215612 6.207849e-03 0.0565483279 -2.318465e-01
## 5472 0.5509216104 0.8857768158 -2.684897e-02 -0.2056550148 2.068661e-01
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## 5474 0.4363602714 1.1230984531 -1.126705e-01 -0.1916224300 4.000098e-01
## 5475 0.0589160878 0.3212445155 5.871334e-01 -0.1722077946 3.528270e-01
## 5476 0.2134852512 0.2654494940 5.790128e-01 0.0319615360 2.785722e-01
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## 5480 0.2083675854 -0.1976128421 -2.758781e-01 0.1298968477 5.176799e-02
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## 5483 0.1092450316 0.2241599842 1.949013e-01 -0.4067897178 1.827965e-01
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## 5490 -0.5218481963 -0.5741864036 2.445237e-01 0.7276800337 -3.337135e-01
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## 5494 0.9800711659 1.1967490559 3.295552e-01 0.4246428150 -1.082406e-01
## 5495 0.9242840590 1.2425358832 1.908051e-01 -0.4320435988 4.201173e-02
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## 5502 0.3428975831 0.2919547168 1.306674e-01 -0.2226761664 -2.990904e-01
## 5503 0.2758888367 -0.4394608737 3.515157e-02 -0.2432681898 -4.486094e-02
## 5504 0.9396674517 1.6604070093 3.536865e-01 0.0545611635 -1.239150e-01
## 5505 0.1830671770 0.0799574413 6.687634e-02 0.2033236639 -1.649130e-01
## 5506 0.1566918150 -0.2526747705 1.247801e-01 0.2375057535 -1.472597e-01
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## 5508 0.3404461221 1.0746477933 7.946924e-03 0.4315848035 1.799062e-01
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## 5516 0.0949978064 0.2810095719 1.159235e-01 0.5634668193 6.717579e-02
## 5517 -0.0157598642 0.2970146456 3.857984e-01 0.0757094627 1.770422e-02
## 5518 -0.1410976973 0.2995845592 1.747156e-01 0.2567997819 1.149064e-01
## 5519 -0.5167046897 0.1146534169 1.732734e-01 -0.0309695898 4.164465e-01
## 5520 0.1562439168 -0.3290432876 -3.616250e-02 0.0194095565 1.614790e-01
## 5521 0.0362882185 -0.3389781462 -3.642011e-03 0.4281252491 3.017401e-03
## 5522 0.2648331454 0.0770446900 1.480140e-01 -0.0173898391 3.863138e-02
## 5523 0.5293275107 0.0932108785 5.108958e-02 0.0212828907 -8.653358e-02
## 5524 0.3308463436 -0.1591387999 4.651472e-02 -0.4660388505 2.066787e-01
## 5525 0.8041133410 1.5562109306 2.919560e-01 -0.3417646625 1.572315e-01
## 5526 0.0067040351 0.2941313533 -1.246455e-01 -0.4106447467 -4.202833e-02
## 5527 -0.1249919201 -0.4860829256 1.759340e-01 -0.0028449176 8.597586e-02
## 5528 -0.2129002162 -0.4361648388 -1.471990e-01 0.0013981906 2.739295e-01
## 5529 -0.1434860148 -0.1961623238 1.425777e-02 -0.1439972081 -8.525684e-02
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## 5532 0.2054651144 0.5604570651 2.348681e-01 -0.4250807187 1.887581e-01
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## 5543 2.0778520204 2.2362481108 -1.198307e-01 -1.7096270267 -5.363020e-01
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## 5549 0.2150346344 -0.0427784986 1.335816e-01 0.2692956983 8.002187e-03
## 5550 0.1243696166 0.0296322251 -2.432959e-02 0.1134900091 -1.861422e-01
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## 5552 -0.0685134681 0.3684424361 9.907695e-02 0.0092054040 -1.067213e-01
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## 5558 0.0606241677 0.2914686849 -4.002629e-02 0.3616589878 -1.649404e-01
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## 5562 1.9618620485 3.1334285040 -4.041530e-01 -1.2250664948 1.048424e-01
## 5563 0.7800711642 0.2711015899 -9.890832e-01 -0.0113156271 4.040160e-01
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## 5582 0.9585439800 2.3402652275 -1.549411e+00 0.1677130946 -1.275281e-01
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## 5586 0.0076505675 -0.4945815241 5.403593e-02 0.1420736982 -1.988093e-01
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## 5588 0.0662441500 0.0880112642 6.065831e-02 -0.0619976757 -1.282712e-01
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## 5593 0.0543696816 -0.1060172483 -7.888737e-02 0.0012843742 4.790998e-03
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## 5602 -0.1052559740 -0.0225507102 3.532731e-01 0.0724275280 7.674984e-03
## 5603 0.9777862134 0.8608400584 1.760030e-02 -0.1401511819 2.067340e-01
## 5604 -0.3168438784 0.1103048795 1.063841e-01 0.2151008735 1.305010e-01
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## 5606 -1.1537502412 -2.1961537100 7.992282e-02 0.5179243883 1.707352e-01
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## 5610 0.0738445171 -0.4371405638 2.677817e-01 0.5352324505 -1.275820e-01
## 5611 0.2339948739 -0.2251821503 2.396660e-02 0.0798459577 1.848155e-01
## 5612 -0.0374016594 -0.3081491874 1.794514e-01 0.2264872614 5.737318e-02
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## 5614 -0.2163299393 -0.6179897400 3.259573e-01 0.0353466334 8.632971e-02
## 5615 0.0722279294 0.1065112250 1.297204e-01 -0.1435746824 -1.667995e-01
## 5616 0.6174414513 1.5520435644 4.018911e-01 -0.4014462667 -1.947183e-03
## 5617 0.6290408770 -0.0940908785 1.078900e-01 0.0650298929 1.417786e-01
## 5618 0.0172577602 0.1388497045 1.397787e-01 0.2138976697 1.431861e-01
## 5619 -0.5814626871 -0.1170118690 2.175022e-01 0.0229622674 6.105062e-01
## 5620 -0.2125101894 -1.8202205896 6.637440e-03 -0.8700815294 2.874203e-01
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## 5622 0.1507242716 -0.1007735553 4.448591e-02 0.1890077490 5.893043e-02
## 5623 0.4195729112 0.1211740960 -6.352023e-02 -0.0172540219 8.747107e-02
## 5624 0.4058414388 1.4449067938 3.675035e-01 1.2966469345 -1.470104e-01
## 5625 0.6871695701 0.9163230573 2.398991e-01 -0.0116275235 3.305499e-02
## 5626 -0.1539545924 0.2715901116 1.085035e-02 -0.1370604454 2.477312e-01
## 5627 0.2388624655 0.3768522718 -1.008359e-02 -0.1773617428 1.251736e-01
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## 5629 0.6883080848 0.7928642298 -1.229591e-01 0.3298001202 4.530709e-02
## 5630 0.4638910597 0.1249775759 -3.574585e-01 -0.2053079667 -9.859148e-02
## 5631 -0.0758126204 -0.2095833836 4.010106e-02 -0.0772094087 -2.469052e-01
## 5632 1.5056369850 1.1543100256 -8.343842e-01 0.1080370699 -2.379484e-01
## 5633 -0.9584064954 -1.5432194062 1.032013e+00 0.2250604165 6.503963e-02
## 5634 -0.9958917563 -1.6856894921 5.405432e-01 0.0400257634 -1.990579e-01
## 5635 -0.0824575738 -0.4717713286 2.494268e-01 -0.0485206715 1.461355e-01
## 5636 0.7724646526 2.0337980391 4.346352e-01 -0.3705660921 3.755015e-01
## 5637 0.2689576943 -0.0098213277 4.798196e-02 0.0689691673 -6.157670e-02
## 5638 0.3018618835 -0.1605590452 2.501152e-01 -0.1576675211 1.270499e-01
## 5639 -0.9190626031 -0.8284465303 7.249465e-01 0.0951978163 2.654721e-01
## 5640 0.2042978755 -0.1124508869 -1.978837e-01 -0.0559296672 2.794048e-01
## 5641 -0.0593637954 -0.1341249397 -2.471981e-02 0.1511346725 6.298239e-02
## 5642 0.1292535767 0.0348341645 -1.401775e-01 -0.1136731778 -2.234615e-03
## 5643 0.2809544940 0.1935957775 -4.466407e-01 -0.4613471785 6.186070e-02
## 5644 0.3087670126 0.1073937504 -2.614895e-01 -0.2023907003 1.415649e-01
## 5645 0.0380716269 -0.3277768960 9.136723e-02 -0.1234285249 -2.297829e-02
## 5646 0.2222316016 0.1251683025 -8.681626e-02 0.0719403740 -9.877085e-02
## 5647 0.0009667420 -0.1580609819 1.183897e-01 0.0372606931 -4.590083e-02
## 5648 -0.0424571925 -0.0322797670 1.572805e-01 -0.0270861321 1.643308e-02
## 5649 -0.1004699555 -0.3224007224 2.600207e-01 -0.0182872542 -9.753665e-02
## 5650 -0.2270550013 -0.5442508709 1.458167e-01 -0.6280762453 -7.023380e-03
## 5651 1.8265717291 0.5196686011 -6.341249e-02 0.1070188535 -2.244379e-01
## 5652 1.8054669624 0.9835665315 -1.676570e-01 -0.2566319920 4.166359e-01
## 5653 -0.9744395963 -1.5223255735 8.773663e-01 -0.1607074353 1.250604e-01
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## 5658 0.0513892131 -0.1295455662 1.106304e-01 -0.0468486475 -1.767635e-01
## 5659 1.0310505363 2.4310106080 -1.189071e+00 -0.0677913088 -1.793026e-01
## 5660 0.5378829849 -0.0962824823 1.790655e-01 0.0323432313 -1.474446e-01
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## 5669 0.6643515646 1.2852666894 3.736603e-01 0.9190483505 6.736518e-02
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## 5673 0.4348476478 0.2048670684 -1.818425e-01 0.5886012546 -1.485666e-01
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## 5679 0.5887760897 2.0114412238 1.625974e-01 0.8439347014 -2.366400e-01
## 5680 1.7084125592 4.1057630468 -5.817499e-04 0.6588509302 -5.509899e-01
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## 5692 0.3881359851 0.8439171064 2.185031e-01 0.2426911773 -6.442288e-01
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## 5704 1.2169429376 3.0582512040 2.078072e-01 1.2487474966 -3.351542e-01
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## 5709 0.1827091837 0.3096361082 -3.060875e-01 0.1446219215 1.330727e-01
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## 5729 0.7634411331 2.0717204639 2.707566e-01 0.6879427450 -1.521814e-02
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## 5733 1.7978594250 -2.2134217753 1.011786e+00 0.0404871209 -2.499813e-01
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## 5790 1.0179176082 1.5183358381 1.821247e-01 0.4914575378 -1.517152e-01
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## 5807 0.0721043062 0.0134970756 2.430706e-01 0.1972866034 -1.025511e-01
## 5808 0.8259448863 -1.8399777462 4.418145e-01 -0.0577349427 5.053437e-03
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## 5838 0.0764383855 -0.0819795279 2.808247e-01 0.0457231483 -1.761329e-01
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## 5849 0.2651609687 0.1939280036 2.764537e-01 -0.6959782036 -7.983992e-02
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## 6239 0.3186253403 1.4201371995 -1.356121e-01 -0.5859507245 5.766200e-01
## 6240 3.1061985046 -1.2940353736 -2.462921e-01 -0.0140497188 6.472056e-01
## 6241 2.5432968792 -0.4797790612 1.453404e+00 0.0421518815 1.250147e-03
## 6242 2.0683289112 -0.3646834061 1.435294e+00 0.3018811841 -1.567056e-03
## 6243 -0.7804057750 -0.6913907281 -1.264085e+00 0.1511773256 1.577275e-01
## 6244 -0.8085884704 -0.0832263878 -8.708508e-01 -0.0726024260 -7.670360e-02
## 6245 -0.9820249408 0.1276808254 -2.558614e-01 0.1225609271 5.184429e-02
## 6246 -1.1435455011 0.6533396979 5.337439e-01 0.5684798509 1.638936e-01
## 6247 0.8679579910 1.0603455589 -7.195924e-02 0.5625563323 2.818106e-01
## 6248 0.4997501758 0.1805788989 4.262082e-02 -0.4238761368 -6.970440e-02
## 6249 -0.1035047675 0.0837304166 -4.736362e-02 -0.0852992589 1.205534e-01
## 6250 -0.0851567884 0.1961838978 1.127731e-01 -0.1548464365 2.044376e-03
## 6251 -0.2282980894 -0.2248951487 5.020069e-02 0.1625589587 4.525735e-03
## 6252 0.4313708815 0.3191361439 -1.656442e-02 -0.5541944305 1.834855e-02
## 6253 0.2461917303 0.3098231104 4.161350e-01 -0.3504007274 1.968394e-01
## 6254 -0.0695587774 -0.5932758091 -1.566476e-01 0.1537692562 -1.486271e-01
## 6255 -0.1989411163 0.0965410152 1.809129e-01 0.1420985291 1.205917e-01
## 6256 0.0430249217 0.0130234251 3.962625e-02 -0.3679206663 1.207769e-01
## 6257 0.8464216290 1.6003902486 -1.260848e-01 0.0274988722 -4.009474e-01
## 6258 -1.0929319161 -1.2988754328 5.541098e-02 0.5670969934 4.666431e-01
## 6259 0.7028619479 0.2823679645 4.006508e-01 0.5651633990 -2.293172e-01
## 6260 0.8404707860 0.4619313057 2.653632e-01 -0.1158512144 -2.229932e-01
## 6261 0.1906350633 -0.7318981940 2.687923e-01 -0.2864293159 -8.639371e-03
## 6262 0.1289045449 0.4827283542 -1.909236e-01 0.2396799630 -2.511575e-01
## 6263 0.5982589880 1.7768569914 -3.018330e-01 0.2263353612 -5.315402e-01
## 6264 0.4717464279 -0.6321729496 2.753618e-01 0.9849468168 -6.743432e-01
## 6265 2.1157863330 -0.5245785953 1.151110e+00 0.5520294533 5.191535e-01
## 6266 1.3138331222 -0.0082140103 9.749643e-01 0.2692417229 4.163225e-01
## 6267 0.0959719788 0.4582553552 5.819676e-01 -0.3247437452 -1.047255e-01
## 6268 0.3928620013 -0.6628666724 -6.598265e-01 0.2415077533 1.030137e-01
## 6269 0.5838283895 0.8378343685 -1.480349e-01 1.0842436683 -5.169622e-01
## 6270 0.6677417309 0.2240346706 3.358724e-01 0.1970056891 -3.348933e-01
## 6271 -0.4975763663 -0.3974664782 7.968675e-02 -0.2107893682 1.758080e-01
## 6272 -0.3966998904 -0.1789704558 -9.160325e-02 0.5097115673 9.218835e-02
## 6273 0.1474054964 0.4622751666 -9.278117e-02 -0.0906879216 4.898699e-02
## 6274 -0.0303140168 -0.0662828779 2.496799e-02 -0.1553573002 1.337909e-01
## 6275 0.5002106355 0.3958864384 1.384942e-01 0.1070492749 1.093096e-01
## 6276 0.2934279839 0.1756218620 1.584526e-01 -0.5181108655 2.378025e-01
## 6277 0.0804067578 0.0562543688 -5.735415e-02 -0.1855311866 1.468759e-01
## 6278 -0.1657812040 0.0123141713 2.831164e-02 -0.2896618705 2.326964e-01
## 6279 -0.0736140002 0.4259076941 3.217387e-03 0.0451155374 1.235848e-01
## 6280 0.7034624832 1.2456420775 -3.598651e-02 0.1696538472 3.319518e-02
## 6281 0.1476743971 0.4417345836 1.521624e-01 -0.8216974966 9.496970e-02
## 6282 -0.0146009115 -0.3415802189 -1.101205e-01 -0.2521097586 2.744924e-01
## 6283 -0.6752593914 -0.4910331947 -4.542344e-01 0.3152294599 -2.268069e-01
## 6284 -0.6327432971 -0.7843651395 -3.882826e-02 0.0774563312 -1.352019e-01
## 6285 -0.5645514884 -0.0597996022 8.512157e-02 0.2348743653 9.260968e-02
## 6286 -0.4121960857 0.4522617798 8.888383e-02 0.0082594070 -2.238511e-01
## 6287 -0.3936889373 0.1262008794 -2.528598e-01 -0.3491343528 1.602324e-01
## 6288 -0.2796060972 -0.5655314974 -1.281299e-01 0.5598424199 -3.910143e-01
## 6289 0.5273781982 0.4639202804 1.692661e-01 0.0768070627 9.596289e-02
## 6290 0.3221241407 -0.4118471538 -5.800888e-02 -0.1197049027 -1.184475e-01
## 6291 0.1537787779 -0.3152879702 -2.690973e-02 0.0710372538 -1.002590e-01
## 6292 0.3539591022 0.1006179309 -8.089396e-02 0.6228767972 -2.448562e-01
## 6293 1.0733929880 0.9864507521 9.980055e-02 0.5793804440 -3.834177e-01
## 6294 0.7318671778 0.3925022518 -1.721890e-01 0.3068729771 -5.546192e-01
## 6295 0.5831628048 -0.2654175173 1.466120e-02 0.1434568704 4.414318e-01
## 6296 -1.0734760123 -0.1449243968 -3.947182e-01 -0.6765569605 -2.025448e-01
## 6297 -0.5608725668 -0.0479232073 7.938968e-01 0.5096503724 7.116629e-01
## 6298 -1.5167027272 -0.1550211879 1.115240e+00 0.6493249151 7.291834e-01
## 6299 -0.4148638377 -0.0343481547 2.668204e-02 0.1731187342 -8.936936e-02
## 6300 -0.1203857810 0.2277928490 3.937485e-02 0.4387095695 -3.294624e-01
## 6301 0.0451997989 -0.2472148412 1.002397e-01 0.3672726524 -2.632253e-01
## 6302 -0.0867171438 -1.2329823635 4.558915e-01 -0.4023929594 1.939363e-01
## 6303 0.1513470274 0.6256863750 -8.759125e-02 -0.1737215430 3.242927e-01
## 6304 0.0185843185 0.6709244406 4.826916e-02 0.0187810469 1.862282e-01
## 6305 -0.0178052971 0.2122352138 -4.574122e-03 0.0610068108 1.227679e-01
## 6306 -0.1215578420 -0.4027607674 5.135635e-02 0.3196157180 -7.396559e-02
## 6307 -0.3419168648 0.4665869310 -6.904026e-01 -0.3618424697 3.553252e-01
## 6308 0.2832344248 1.1216104411 -5.350726e-02 0.2609031602 -2.185891e-01
## 6309 0.1221478967 0.0482162128 1.220400e-01 -0.2584593302 5.706692e-02
## 6310 -0.4417918055 -0.3787679186 3.737386e-01 -0.4938555497 2.858328e-02
## 6311 0.2815197699 0.4744113177 1.654007e-01 0.5999825985 -3.004102e-01
## 6312 0.6855342624 0.7653419756 5.589082e-02 -0.0725926350 1.311117e-01
## 6313 -0.1167049565 -1.0474853486 1.384900e-01 0.3565757523 -2.572846e-01
## 6314 0.1057239967 0.4674306571 1.049353e-01 -0.3387224831 3.037852e-01
## 6315 -0.1372888912 0.3750583573 2.060349e-01 -0.1715838300 -4.413825e-02
## 6316 -0.3082440603 -0.2147922212 -3.525312e-01 -0.1894946135 6.241863e-02
## 6317 -0.2800783084 0.0503617244 -4.996569e-02 1.2614637104 -4.567711e-01
## 6318 0.2809358223 0.6344304163 -5.019953e-02 1.3927794190 -8.201170e-01
## 6319 0.0324393851 -1.2721377942 1.333026e-01 -0.2101199742 -8.284851e-02
## 6320 -0.1723792828 -1.9834040828 2.717895e-01 -0.4293986826 -1.831162e-01
## 6321 0.6835444988 -0.3187076578 1.891784e-01 -0.2187457550 1.249917e-01
## 6322 0.6763394227 0.3835093512 1.340328e-01 0.1581103619 6.658019e-02
## 6323 0.1511691520 -0.5575632599 4.087124e-01 -0.1261790207 9.179015e-02
## 6324 0.1698703537 -0.3892698204 2.893340e-01 0.0516968318 1.529320e-01
## 6325 0.2416395765 -0.0397972823 2.351521e-02 -0.1872700658 7.522558e-03
## 6326 0.9769638779 0.7609574942 1.321823e-01 -0.1245976543 -3.873499e-01
## 6327 -0.3630619630 -1.7146045130 3.835546e-01 0.1302457779 4.004347e-02
## 6328 0.3782548511 0.3788384894 1.635901e-01 0.5071790975 -2.435875e-01
## 6329 0.7289813328 -0.2187740553 -8.100957e-02 -0.0710328590 -1.966874e-01
## 6330 0.4794887402 0.4739804799 9.150975e-02 0.3149340956 3.089736e-01
## 6331 -0.3573055287 0.8416939737 -8.680422e-01 -0.0476985171 4.627028e-01
## 6332 -1.1360643732 0.3425924888 -2.295510e-01 -0.1074446345 3.302125e-01
## 6333 -1.5384833421 -0.5238551328 1.031757e+00 -0.3954017127 -2.578912e-01
## 6334 -0.2191395397 -0.7920360267 6.433793e-01 0.2780530825 2.826188e-01
## 6335 -0.1066480249 -0.2125213587 1.724438e-01 -0.1226103692 -2.129890e-01
## 6336 -0.0011063490 -0.6115006957 2.148740e-01 0.7731018620 -3.092249e-01
## 6337 -0.0777914554 -1.0366571775 2.458344e-01 0.8265853365 -3.486535e-01
## 6338 0.0878917889 -1.0472362800 3.252781e-01 -0.4802754069 1.159341e-01
## 6339 0.0824726271 -0.1854389992 -3.072226e-01 0.0550847424 -7.479198e-02
## 6340 0.3925916159 0.5688729061 2.668057e-01 0.4527429100 7.519092e-02
## 6341 0.4284494155 0.2864768627 1.277504e-01 -0.2056850383 -1.542845e-01
## 6342 0.1111053200 -0.3398913370 2.867029e-01 0.1520821251 7.982964e-03
## 6343 0.1285269929 -0.1642549086 3.079704e-01 -0.1836199005 -1.144778e-01
## 6344 0.0478543878 0.0336898150 -3.148973e-02 0.1822187960 1.994797e-02
## 6345 0.0006586020 -0.4487852090 3.957163e-03 0.3145496798 -4.865763e-02
## 6346 -0.2230659021 -0.9596009675 1.454814e-01 -0.3536955451 3.262023e-01
## 6347 0.3175406501 0.3363601757 -2.077571e-02 -0.5156097306 2.460043e-01
## 6348 0.3187062413 -0.6487133017 1.871339e-03 -0.0558604037 1.352626e-02
## 6349 0.1123507333 -0.2435860401 2.793918e-03 -0.1321803396 2.160240e-01
## 6350 -0.1866638662 -1.4691555675 4.337670e-01 -0.5793475058 1.677372e-01
## 6351 1.0561715031 1.2033282211 -1.010474e-01 1.0977448784 -3.547452e-01
## 6352 0.8333314745 -1.6269692362 7.183318e-01 -1.1263886543 -4.488762e-02
## 6353 1.9107881695 1.9477592642 -3.894017e-01 -0.5666312600 3.559907e-01
## 6354 0.7922181847 -0.1611644538 8.593863e-02 -0.2260806592 4.597929e-02
## 6355 0.9096289789 -0.0144767262 3.168871e-01 0.3918660981 -9.181203e-02
## 6356 0.7805473157 0.0985179153 6.001639e-02 0.2100101352 1.424553e-01
## 6357 0.5963498521 0.4024437861 -4.084659e-01 -0.0510117375 4.092455e-01
## 6358 0.5533365364 0.8298469362 -7.348240e-01 -0.2707463805 2.242813e-01
## 6359 0.4846097432 0.5338262478 -7.500638e-01 -0.2460030188 -2.615656e-01
## 6360 -0.3163329515 -0.3998805128 1.520689e-01 0.0036045045 9.135860e-02
## 6361 -0.6446466681 0.1232852644 1.428216e+00 0.0975073085 -2.393195e-01
## 6362 -0.2074567739 0.4713082945 1.996254e-01 -0.3788455636 1.929093e-02
## 6363 -0.1327822080 0.4555265385 1.773817e-02 0.2377075093 -4.068409e-02
## 6364 0.1892349316 0.0381911730 -5.130551e-01 0.5878583923 -3.030456e-01
## 6365 0.3670035595 0.5474674347 -1.419586e-02 -0.1335589539 -2.137598e-01
## 6366 0.2720346856 -0.0675944020 1.412713e-01 0.6466063548 -3.703882e-02
## 6367 0.0320343810 -0.6168476844 -1.076323e-01 -0.2519971070 1.323832e-01
## 6368 0.2472627783 0.2368720981 3.725755e-01 0.2277097572 1.081583e-01
## 6369 0.1364694389 -0.1017699104 -1.318637e-01 0.4477724791 -4.131859e-02
## 6370 0.0467362467 -0.3093564514 1.191028e-02 0.3270167480 -1.124156e-01
## 6371 -0.0240893816 -0.4833265210 2.417861e-01 0.3005132319 -8.924630e-02
## 6372 -0.3634627450 -0.5131802684 -1.362395e-02 -0.3779860436 9.019725e-02
## 6373 0.0814039190 0.3468976096 -1.513931e-01 0.7092563747 -2.186326e-01
## 6374 -0.0953470644 -0.5393977198 1.236080e-01 0.5304890799 -2.497344e-01
## 6375 0.3331025321 -0.6176445445 9.295392e-02 -0.0438197591 1.131972e-01
## 6376 0.2079242005 -0.7068317699 3.908465e-01 -0.3423197771 1.107025e-01
## 6377 -0.3154492501 -0.2071502212 -1.235519e-01 -0.5647856367 2.711408e-01
## 6378 -0.0835834022 -0.0139395021 -1.836715e-01 0.0595102869 -2.558824e-01
## 6379 0.1319468942 -0.1144518103 -1.187203e-01 -0.1077523111 -8.037941e-02
## 6380 0.2710123157 -0.1005200587 2.584263e-01 0.1352159649 -2.652957e-01
## 6381 0.4026736568 0.0525039982 2.985135e-02 0.2266655564 -3.944710e-02
## 6382 0.3363219422 -0.2256650252 1.296118e-01 0.3556519884 -3.409047e-01
## 6383 0.3017115104 -0.3626991522 2.797893e-02 0.4360621676 -2.509453e-01
## 6384 1.2559403415 0.2900749009 -1.530514e-01 0.1037946703 -5.984300e-01
## 6385 1.1359270453 -0.2161978778 3.630964e-01 -0.2220951881 -1.071612e-02
## 6386 -0.6968337703 -0.2412904839 8.844420e-02 -0.0815964886 -7.544148e-03
## 6387 -0.3649531320 -1.4394833161 1.223385e-01 -0.1441699106 4.969622e-02
## 6388 -0.2290171664 -0.0640348197 -2.715736e-01 0.2062446185 -2.345358e-01
## 6389 -0.1467964505 -0.0703032010 9.225582e-02 0.0659555176 1.350877e-01
## 6390 1.0882180692 1.7378960191 -7.135778e-01 0.1631087773 4.764553e-02
## 6391 0.5989140893 0.8211996258 -5.320947e-02 0.2524614681 7.578424e-02
## 6392 0.0943891139 -0.1110537173 -5.224828e-02 -0.2301354116 2.237355e-01
## 6393 -0.2172604602 -0.3890283238 1.214207e-01 0.1327192853 9.634621e-02
## 6394 -0.0583562510 0.1719002067 2.253015e-01 0.0680118880 5.302020e-02
## 6395 0.3260071649 0.7967742661 -1.355626e-01 0.4586382876 -6.010153e-02
## 6396 0.1507258987 0.4229939006 -6.575605e-02 -0.1343312024 -5.504404e-02
## 6397 0.6116344575 0.0183384353 1.832304e-01 0.2461678799 -3.289768e-02
## 6398 0.2501855443 0.0127481060 1.688725e-01 -0.2826082059 1.093917e-01
## 6399 0.0583828285 -0.9445550600 4.012557e-01 -0.7586680449 2.340485e-01
## 6400 0.2619935444 -0.6052231383 1.356459e-01 0.1153577283 -2.178391e-02
## 6401 0.7129597991 -0.2682785228 6.395904e-02 -0.1320483013 1.649917e-02
## 6402 -0.3866401191 -0.2759619274 2.808531e-02 -0.0180533103 2.357093e-01
## 6403 -0.4638756198 -0.6324993526 -2.071239e-01 -0.4764146295 4.514253e-01
## 6404 -1.2222594468 -1.6721244965 5.367781e-01 0.1676031534 -4.231707e-03
## 6405 0.8908209526 3.3224566771 -2.495627e-01 -0.0308201138 1.561261e-01
## 6406 -0.0353856841 0.0283889370 -1.406499e-01 0.2154030301 1.639436e-02
## 6407 0.2035795443 0.1811047891 -1.983912e-01 0.0234826847 1.271935e-01
## 6408 1.2289446081 -0.0184127535 5.315598e-01 -0.1784661484 -4.176176e-02
## 6409 0.2580473796 -1.0994454025 6.545656e-01 -0.3202352708 2.285941e-01
## 6410 0.1860270121 -1.1384430628 -1.122832e+00 0.2890478456 1.739507e-01
## 6411 0.2505932124 -0.6685973600 1.055619e+00 0.1638292423 -3.160782e-01
## 6412 -0.0879542794 -0.7192560561 1.643824e-01 0.6481873024 -7.018774e-02
## 6413 0.1394930554 -0.9187177783 1.276368e-01 0.0636595738 -1.114183e-01
## 6414 1.1806948563 1.5556822731 -9.653060e-01 0.6653805387 -3.730157e-01
## 6415 1.3282733708 1.3913921077 -6.426437e-01 -0.0138570181 -2.390558e-01
## 6416 0.9454504674 0.6772497835 -9.956687e-02 -0.2653283210 7.051665e-02
## 6417 -0.2037868234 -0.0146106060 -5.049029e-02 0.3105667326 -1.575061e-01
## 6418 -0.1314620293 0.0473087356 6.597447e-02 0.3669104270 -1.547248e-01
## 6419 -0.3309318121 -1.0463868911 1.198416e-01 0.1230720460 2.625870e-02
## 6420 -0.3955581375 -0.9361183490 1.518833e-01 -0.0864285252 2.659402e-01
## 6421 0.5850245406 -0.3389391166 2.862576e-01 -0.2073230809 1.464050e-01
## 6422 0.1237774229 -0.4046986198 1.049747e-01 -0.3635533082 2.346914e-01
## 6423 0.1739777307 -0.1621601803 5.561448e-02 0.0810868653 2.662380e-02
## 6424 0.1985610810 -0.1994714266 1.606121e-01 0.1264520238 -2.865541e-02
## 6425 0.3458611720 0.0796855953 -3.542190e-02 -0.2905129451 -8.719740e-02
## 6426 0.2341863604 0.0317582256 -2.258889e-01 -0.1969214370 9.357496e-02
## 6427 0.1575555734 -0.1637982154 -2.291725e-01 0.2605419900 4.482471e-02
## 6428 0.3758043675 1.1130188380 -4.878735e-01 -0.1862074063 1.819856e-01
## 6429 -0.4672547077 0.4500729576 -6.013603e-01 -1.2183905884 7.127216e-01
## 6430 -1.3735395379 0.1326209218 2.235389e-01 0.9174233021 -1.980052e-01
## 6431 0.0880450789 -0.2727836174 -1.132644e-02 -0.3992568065 1.137721e-02
## 6432 0.8202903365 0.3189957874 9.943076e-03 0.3124983545 -2.598518e-01
## 6433 1.0368646165 0.2186505347 5.787042e-01 0.0041668555 -1.349788e-01
## 6434 0.6743334735 -1.3245126041 -4.999477e-01 -0.9690526515 -3.297516e-01
## 6435 0.8483166707 -1.6234704142 -9.221550e-01 0.1260059413 7.084931e-02
## PC10
## 1 -0.1204998488
## 2 -0.2730644325
## 3 -0.1173457675
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## 6334 -0.4602535648
## 6335 -0.2768309017
## 6336 -0.2844316487
## 6337 -0.3442023858
## 6338 -0.0488391701
## 6339 0.3020541318
## 6340 0.4774002570
## 6341 0.1220550885
## 6342 -0.2753972005
## 6343 0.0655838049
## 6344 0.1118947857
## 6345 0.1110630623
## 6346 0.3604189633
## 6347 0.5100321816
## 6348 -0.4328518331
## 6349 0.5136064278
## 6350 0.3316296237
## 6351 -0.3650883398
## 6352 -0.4171235258
## 6353 -0.0913285992
## 6354 0.1695532147
## 6355 0.0326207152
## 6356 0.0268906947
## 6357 0.1437089235
## 6358 0.0888779453
## 6359 0.0378240291
## 6360 -0.0703219126
## 6361 0.1274210910
## 6362 -0.0527046081
## 6363 -0.1451644191
## 6364 0.0640725940
## 6365 -0.5916372356
## 6366 -0.0905287181
## 6367 0.1461305206
## 6368 0.4133480981
## 6369 -0.0410353955
## 6370 -0.2098925102
## 6371 -0.6718558375
## 6372 -0.1361136590
## 6373 -0.3530382582
## 6374 -0.5694448280
## 6375 0.7351701756
## 6376 -0.2859965989
## 6377 -0.0505483355
## 6378 -0.0491390235
## 6379 -0.4224701916
## 6380 -0.4414993122
## 6381 -0.5652530152
## 6382 -0.4969603942
## 6383 -0.3756591812
## 6384 -0.3027496188
## 6385 -0.3768987638
## 6386 0.0371244149
## 6387 -0.2337199180
## 6388 -0.0644271509
## 6389 -0.2191959966
## 6390 0.1304268945
## 6391 0.2997598883
## 6392 -0.0795807420
## 6393 0.2428628192
## 6394 0.2284903617
## 6395 -0.1365215473
## 6396 0.2000875403
## 6397 0.0199448996
## 6398 -0.1109562903
## 6399 0.1075183799
## 6400 0.0921512834
## 6401 0.2457368597
## 6402 0.3154341689
## 6403 0.2081856025
## 6404 0.6903726117
## 6405 0.3098470431
## 6406 0.2374553593
## 6407 0.5644422032
## 6408 0.2534511377
## 6409 -0.1902873611
## 6410 0.0088154117
## 6411 0.0683756218
## 6412 0.7609681331
## 6413 0.0131374187
## 6414 -0.2511628223
## 6415 -0.4835235768
## 6416 -0.5604792780
## 6417 0.0186674646
## 6418 0.1346341613
## 6419 0.1502197434
## 6420 0.2744245423
## 6421 0.0031860963
## 6422 -0.0159712680
## 6423 0.0135296104
## 6424 -0.0994806586
## 6425 -0.3149723941
## 6426 -0.3205327158
## 6427 0.0526142683
## 6428 -0.0080654837
## 6429 -0.4768256281
## 6430 0.8628602949
## 6431 -0.2845935437
## 6432 0.0636674433
## 6433 0.1500654913
## 6434 0.4241188511
## 6435 0.54934967131.3.3 Pre-Processed Dataset
[A] 6435 rows (observations)
[B] 3 columns (variables)
[B.1] 1/3 label = labs variable (factor)
[B.1.1] Category 1 = Status=Outlier
[B.1.2] Category 2 = Status=Valid
[B.2] 2/3 descriptors = 2/2 numeric
[B.2.1] PC1 variable
[B.2.2] PC2 variable
[C] Pre-processing actions applied:
[C.1] Centering and scaling applied to improve data quality
[C.2] PCA transformation to reduce the number of features into a workable subset
Code Chunk | Output
##################################
# Gathering deascriptive statistics
##################################
(DR_PCA_SUBSET_Skimmed <- skim(as.data.frame(DR_PCA_SUBSET)))| Name | as.data.frame(DR_PCA_SUBS… |
| Number of rows | 6435 |
| Number of columns | 11 |
| _______________________ | |
| Column type frequency: | |
| factor | 1 |
| numeric | 10 |
| ________________________ | |
| Group variables | None |
Variable type: factor
| skim_variable | n_missing | complete_rate | ordered | n_unique | top_counts |
|---|---|---|---|---|---|
| Status | 0 | 1 | FALSE | 2 | Val: 4399, Out: 2036 |
Variable type: numeric
| skim_variable | n_missing | complete_rate | mean | sd | p0 | p25 | p50 | p75 | p100 | hist |
|---|---|---|---|---|---|---|---|---|---|---|
| PC1 | 0 | 1 | 0 | 4.04 | -9.87 | -3.68 | 0.53 | 3.34 | 9.51 | ▂▇▆▇▂ |
| PC2 | 0 | 1 | 0 | 3.79 | -15.30 | -1.36 | 1.28 | 2.39 | 5.30 | ▁▁▁▆▇ |
| PC3 | 0 | 1 | 0 | 1.26 | -2.14 | -0.90 | -0.35 | 0.40 | 3.52 | ▃▇▂▂▁ |
| PC4 | 0 | 1 | 0 | 0.94 | -5.66 | -0.45 | 0.02 | 0.45 | 4.84 | ▁▁▇▂▁ |
| PC5 | 0 | 1 | 0 | 0.81 | -4.97 | -0.26 | -0.01 | 0.26 | 5.54 | ▁▁▇▁▁ |
| PC6 | 0 | 1 | 0 | 0.78 | -3.94 | -0.39 | -0.01 | 0.38 | 4.74 | ▁▂▇▁▁ |
| PC7 | 0 | 1 | 0 | 0.61 | -4.96 | -0.15 | 0.02 | 0.18 | 4.10 | ▁▁▇▁▁ |
| PC8 | 0 | 1 | 0 | 0.44 | -2.21 | -0.24 | 0.00 | 0.24 | 2.25 | ▁▂▇▁▁ |
| PC9 | 0 | 1 | 0 | 0.36 | -2.43 | -0.15 | 0.01 | 0.16 | 2.33 | ▁▁▇▁▁ |
| PC10 | 0 | 1 | 0 | 0.35 | -1.81 | -0.20 | 0.00 | 0.21 | 1.67 | ▁▁▇▂▁ |
1.4 Data Exploration
[A] From a univariate sense, principal component descriptors demonstrated various relationship patterns across the different levels of the Status variable.
[A.1.1] Status=Outlier and Status=Valid cases are differentially expressed in terms of the PC1, PC2 and PC3 variables.
[A.1.2] Status=Outlier showed a wider range as compared to the Status=Outlier cases are in terms of the PC5, PC7 and PC9 variables.
[B] From a multivariate sense, pairwise analysis between the principal component descriptors demonstrated the following observations between the Status variable levels.
[B.1.1] Overlapping orthogonal clustering patterns observed between the Status=Outlier and Status=Valid cases with the pairwise comparison across the PC1 and PC2 variables.
[B.1.2] Overlapping concentric clustering patterns observed between the Status=Outlier and Status=Valid cases with the pairwise comparison across the PC5, PC7 and PC9 variables.
[C] To better visualize outlier scores through a heatmap, the subsequent analysis will be conducted using the PC1 and PC2 variables.
Code Chunk | Output
##################################
# Loading dataset
##################################
EDA <- as.data.frame(DR_PCA_SUBSET)
EDA$Algorithm <- rep("PCA-BASE",nrow(EDA))
##################################
# Creating a function to define the
# range of descriptors for plotting
##################################
featurePlotRange <- function(start,end){
##################################
# Listing all Descriptors
##################################
EDA.Descriptors <- EDA[,start:end]
EDA.Descriptors.Numeric <- EDA.Descriptors[,sapply(EDA.Descriptors, is.numeric)]
##################################
# Formulating the box plots
##################################
featurePlotResult <- featurePlot(x = EDA.Descriptors.Numeric,
y = EDA$Status,
plot = "box",
scales = list(x = list(relation="free", rot = 90),
y = list(relation="free")),
adjust = 1.5,
pch = "|",
layout = c(2,ncol(EDA.Descriptors.Numeric)/2))
return(featurePlotResult)
}
##################################
# Creating univariate plots
# for the principal components
# grouped by status
##################################
featurePlotRange(1,11)
##################################
# Creating multivariate plots
# for the principal components
# grouped by status
##################################
splom(~EDA[,sapply(EDA, is.numeric)],
groups = EDA$Status,
pch = 16,
cex = 1,
alpha = 0.45,
auto.key = list(points=TRUE, space="top", column=2),
main = "Pairwise Scatterplots of Principal Component Descriptors",
xlab = "PCA" )
DR_PCA_SUBSET <- DR_PCA_FULL[,c("Status",
"PC1",
"PC2")]
describe(DR_PCA_SUBSET)## DR_PCA_SUBSET
##
## 3 Variables 6435 Observations
## --------------------------------------------------------------------------------
## Status
## n missing distinct
## 6435 0 2
##
## Value Valid Outlier
## Frequency 4399 2036
## Proportion 0.684 0.316
## --------------------------------------------------------------------------------
## PC1
## n missing distinct Info Mean Gmd .05
## 6435 0 6435 1 -7.226e-17 4.642 -6.2879
## .10 .25 .50 .75 .90 .95
## -5.3866 -3.6808 0.5321 3.3406 4.9459 5.8951
##
## lowest : -9.87398 -9.85776 -9.71549 -9.68235 -9.53007
## highest: 9.05924 9.28481 9.36825 9.47392 9.51391
## --------------------------------------------------------------------------------
## PC2
## n missing distinct Info Mean Gmd .05 .10
## 6435 0 6435 1 1.353e-17 3.741 -9.874 -3.302
## .25 .50 .75 .90 .95
## -1.356 1.284 2.388 3.428 3.782
##
## lowest : -15.2955 -15.2495 -15.0785 -15.0237 -14.8165
## highest: 5.03335 5.03454 5.05785 5.13842 5.30424
## --------------------------------------------------------------------------------EDA <- as.data.frame(DR_PCA_SUBSET)
EDA$Algorithm <- rep("PCA-BASE",nrow(EDA))
##################################
# Creating multivariate plots
# for the principal components
# grouped by status
##################################
splom(~EDA[,sapply(EDA, is.numeric)],
groups = EDA$Status,
pch = 16,
cex = 2,
alpha = 0.45,
auto.key = list(points=TRUE, space="top", column=2),
main = "Pairwise Scatterplots of Principal Component Descriptors",
xlab = "PCA" )
1.5 Isolation Forest-Based Anomaly Detection
1.5.1. Isolation Forest (IF)
Isolation Forest builds a collection of isolation trees from random subsets of data using axis-parallel splits and aggregates the anomaly decision function measurements using isolation depth averaged over a forest of such trees to come up with a final standardized outlier score for each observation. Isolation depth is the number of splits required to isolate the sample.
[A] The IF algorithm was implemented only for the PC1 and PC2 principal component descriptors using the isotree package.
[B] The algorithm contains 3 hyperparameters:
[B.1] ndims = number of columns to combine to produce a split held constant at a value of 1.
[B.2] ntrees = number of binary trees to build for the model held constant at a value of 100.
[B.3] missing_action = method of handling missing data at both fitting and prediction time held constant at a value of “FAIL”.
[C] Using the label information from the Status variable defined prior to the analysis, the algorithm was able to sufficiently discriminate between Status=Outlier and Status=Valid, as demonstrated by their differentially expressed deviance score densities.
[C.1] ROC Curve AUC = 0.76056
Code Chunk | Output
##################################
# Loading dataset
##################################
OD <- as.data.frame(DR_PCA_SUBSET[,c(2:3)])
##################################
# Creating a function to create
# a heatmap of the outlier scores
##################################
Point_Range = seq(-15, 15, .1)
Space_Range <- expand.grid(PC1=Point_Range, PC2=Point_Range)
Plot_Space_Range <- function(Deviance_Scores, Title, cex.main = 1.4) {
image(Point_Range,
Point_Range,
matrix(Deviance_Scores,
nrow = length(Point_Range)),
col = rev(heat.colors(100)),
main = Title,
cex.main = cex.main,
xlim = c(-15, 15),
ylim = c(-15, 15),
xlab = "PC1",
ylab = "PC2")
par(new = TRUE)
plot(OD,
type = "p",
lwd = 10,
xlim = c(-15, 15),
ylim = c(-15, 15),
col = "#0000001A",
axes = FALSE,
main = "",
xlab = "",
ylab = "")
}
##################################
# Implementing the IF Algorithm
##################################
OD_IF <- isolation.forest(OD,
ndim=1,
ntrees=100,
missing_action="fail")
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the entire space range
##################################
OD_IF_DevianceScores <- predict(OD_IF, Space_Range)
##################################
# Plotting the heatmap
# for anomaly detection
##################################
par(mar = c(2.5,2.2,2,2.5))
Plot_Space_Range(OD_IF_DevianceScores,
"Outlier Scores : Isolation Forest (IF)",
1.0)
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the dataset
##################################
OD_IF_PredictedScores <- predict(OD_IF, OD)
##################################
# Exploring the outlier scores
# between the valid and outlier points
##################################
max(OD_IF_PredictedScores)## [1] 0.7433901min(OD_IF_PredictedScores)## [1] 0.4068078OD_IF_Summary <- DR_PCA_SUBSET
OD_IF_Summary$Scores <- OD_IF_PredictedScores
OD_IF_Summary$Label <- rep("IF", nrow(OD_IF_Summary))
densityplot( ~ Scores | Label,
data = OD_IF_Summary,
groups = Status,
xlab = "Outlier Scores",
ylab = "Density",
auto.key = list(columns=(length(levels(OD_IF_Summary$Status)))))
##################################
# Evaluating the apparent
# discrimination performance
# of the IF Algorithm
##################################
Status <- ifelse(OD_IF_Summary$Status=="Valid",0,1)
(OD_IF_ROCCurveAUC <- AUC(OD_IF_PredictedScores, Status))## [1] 0.76056681.5.2. Extended Isolation Forest (EIF)
Extended Isolation Forest builds a collection of isolation trees from random subsets of data using hyperplane splits and aggregates the anomaly decision function measurements using isolation depth averaged over a forest of such trees to come up with a final standardized outlier score for each observation. Isolation depth is the number of splits required to isolate the sample.
[A] The EIF algorithm was implemented only for the PC1 and PC2 principal component descriptors using the isotree package.
[B] The algorithm contains 3 hyperparameters:
[B.1] ndims = number of columns to combine to produce a split held constant at a value of 2
[B.2] ntrees = number of binary trees to build for the model held constant at a value of 100.
[B.3] missing_action = method of handling missing data at both fitting and prediction time held constant at a value of “FAIL”.
[C] Using the label information from the Status variable defined prior to the analysis, the algorithm was able to sufficiently discriminate between Status=Outlier and Status=Valid, as demonstrated by their differentially expressed deviance score densities.
[C.1] ROC Curve AUC = 0.74786
Code Chunk | Output
##################################
# Implementing the EIF Algorithm
##################################
OD_EIF <- isolation.forest(OD,
ndim=2,
ntrees=100,
missing_action="fail")
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the entire space range
##################################
OD_EIF_DevianceScores <- predict(OD_EIF, Space_Range)
##################################
# Plotting the heatmap
# for anomaly detection
##################################
par(mar = c(2.5,2.2,2,2.5))
Plot_Space_Range(OD_EIF_DevianceScores,
"Outlier Scores : Extended Isolation Forest (EIF)",
1.0)
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the dataset
##################################
OD_EIF_PredictedScores <- predict(OD_EIF, OD)
##################################
# Exploring the outlier scores
# between the valid and outlier points
##################################
max(OD_EIF_PredictedScores)## [1] 0.7128796min(OD_EIF_PredictedScores)## [1] 0.3929137OD_EIF_Summary <- DR_PCA_SUBSET
OD_EIF_Summary$Scores <- OD_EIF_PredictedScores
OD_EIF_Summary$Label <- rep("EIF", nrow(OD_EIF_Summary))
densityplot( ~ Scores | Label,
data = OD_EIF_Summary,
groups = Status,
xlab = "Outlier Scores",
ylab = "Density",
auto.key = list(columns=(length(levels(OD_EIF_Summary$Status)))))
##################################
# Evaluating the apparent
# discrimination performance
# of the EIF Algorithm
##################################
Status <- ifelse(OD_EIF_Summary$Status=="Valid",0,1)
(OD_EIF_ROCCurveAUC <- AUC(OD_EIF_PredictedScores, Status))## [1] 0.74786831.5.3. Isolation Forest with Split Selection Criterion (SCIFOREST)
Isolation Forest with Split Selection Criterion builds a collection of isolation trees from random subsets of data using hyperplane splits that maximize an averaged standard deviation gain criterion and aggregates the anomaly decision function measurements using isolation depth averaged over a forest of such trees to come up with a final standardized outlier score for each observation. Isolation depth is the number of splits required to isolate the sample.
[A] The SCIFOREST algorithm was implemented only for the PC1 and PC2 principal component descriptors using the isotree package.
[B] The algorithm contains 5 hyperparameters:
[B.1] ndims = number of columns to combine to produce a split held constant at a value of 2
[B.2] ntrees = number of binary trees to build for the model held constant at a value of 100.
[B.3] missing_action = method of handling missing data at both fitting and prediction time held constant at a value of “FAIL”.
[B.4] coefs = method of sampling random coefficients according to a
standard distribution held constant at a value of “NORMAL”. | [B.5] prob_pick_avg_gain = indicates the probability of choosing the threshold on which to split a variable as the threshold that maximizes an averaged standard deviation gain criterion on the same variable held constant at a value of 1. | | [C] Using the label information from the Status variable defined prior to the analysis, the algorithm was not able to sufficiently discriminate between Status=Outlier and Status=Valid, as demonstrated by their comparably expressed deviance score densities. | [C.1] ROC Curve AUC = 0.56143 | |
Code Chunk | Output
##################################
# Implementing the SCIFOREST Algorithm
##################################
OD_SCIFOREST <- isolation.forest(OD,
ndim=2,
ntrees=100,
missing_action="fail",
coefs="normal",
prob_pick_avg_gain=1)
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the entire space range
##################################
OD_SCIFOREST_DevianceScores <- predict(OD_SCIFOREST, Space_Range)
##################################
# Plotting the heatmap
# for anomaly detection
##################################
par(mar = c(2.5,2.2,2,2.5))
Plot_Space_Range(OD_SCIFOREST_DevianceScores,
"Outlier Scores : Isolation Forest with Split Selection Criterion (SCIFOREST)",
1.0)
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the dataset
##################################
OD_SCIFOREST_PredictedScores <- predict(OD_SCIFOREST, OD)
##################################
# Exploring the outlier scores
# between the valid and outlier points
##################################
max(OD_SCIFOREST_PredictedScores)## [1] 0.867372min(OD_SCIFOREST_PredictedScores)## [1] 0.3106181OD_SCIFOREST_Summary <- DR_PCA_SUBSET
OD_SCIFOREST_Summary$Scores <- OD_SCIFOREST_PredictedScores
OD_SCIFOREST_Summary$Label <- rep("SCIFOREST", nrow(OD_SCIFOREST_Summary))
densityplot( ~ Scores | Label,
data = OD_SCIFOREST_Summary,
groups = Status,
xlab = "Outlier Scores",
ylab = "Density",
auto.key = list(columns=(length(levels(OD_SCIFOREST_Summary$Status)))))
##################################
# Evaluating the apparent
# discrimination performance
# of the SCIFOREST Algorithm
##################################
Status <- ifelse(OD_SCIFOREST_Summary$Status=="Valid",0,1)
(OD_SCIFOREST_ROCCurveAUC <- AUC(OD_SCIFOREST_PredictedScores, Status))## [1] 0.56143411.5.4. Fair-Cut Forest (FCF)
Fair-Cut Forest builds a collection of isolation trees from random subsets of data using hyperplane splits that minimize the pooled sums of variances of all columns and aggregates the anomaly decision function measurements using isolation depth averaged over a forest of such trees to come up with a final standardized outlier score for each observation. Isolation depth is the number of splits required to isolate the sample.
[A] The FCF algorithm was implemented only for the PC1 and PC2 principal component descriptors using the isotree package.
[B] The algorithm contains 4 hyperparameters:
[B.1] ndims = number of columns to combine to produce a split held constant at a value of 2
[B.2] ntrees = number of binary trees to build for the model held constant at a value of 100.
[B.3] missing_action = method of handling missing data at both fitting and prediction time held constant at a value of “FAIL”.
[B.4] prob_pick_pooled_gain = indicates the probability of choosing the threshold on which to split a linear combination of variables as the threshold that maximizes a pooled standard deviation gain criterion on the linear combinantion held constant at a value of 1.
[C] Using the label information from the Status variable defined prior to the analysis, the algorithm was able to sufficiently discriminate between Status=Outlier and Status=Valid, as demonstrated by their comparably expressed deviance score densities.
[C.1] ROC Curve AUC = 0.78291
Code Chunk | Output
##################################
# Implementing the FCF Algorithm
##################################
OD_FCF <- isolation.forest(OD,
ndim=2,
ntrees=100,
missing_action="fail",
prob_pick_pooled_gain=1)
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the entire space range
##################################
OD_FCF_DevianceScores <- predict(OD_FCF, Space_Range)
##################################
# Plotting the heatmap
# for anomaly detection
##################################
par(mar = c(2.5,2.2,2,2.5))
Plot_Space_Range(OD_FCF_DevianceScores,
"Outlier Scores : Fair-Cut Forest (FCF)",
1.0)
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the dataset
##################################
OD_FCF_PredictedScores <- predict(OD_FCF, OD)
##################################
# Exploring the outlier scores
# between the valid and outlier points
##################################
max(OD_FCF_PredictedScores)## [1] 0.6788211min(OD_FCF_PredictedScores)## [1] 0.503213OD_FCF_Summary <- DR_PCA_SUBSET
OD_FCF_Summary$Scores <- OD_FCF_PredictedScores
OD_FCF_Summary$Label <- rep("FCF", nrow(OD_FCF_Summary))
densityplot( ~ Scores | Label,
data = OD_FCF_Summary,
groups = Status,
xlab = "Outlier Scores",
ylab = "Density",
auto.key = list(columns=(length(levels(OD_FCF_Summary$Status)))))
##################################
# Evaluating the apparent
# discrimination performance
# of the FCF Algorithm
##################################
Status <- ifelse(OD_FCF_Summary$Status=="Valid",0,1)
(OD_FCF_ROCCurveAUC <- AUC(OD_FCF_PredictedScores, Status))## [1] 0.78291851.5.5. Density Isolation Forest (DIF)
Density Isolation Forest builds a collection of isolation trees from random subsets of data using hyperplane splits and aggregates the anomaly decision function measurements using density averaged over a forest of such trees to come up with a final standardized outlier score for each observation. Density is measured as the ratio between the fraction of points in the subsample that end up in a node and the fraction of the volume in the feature space which defines the node according to the splits that lead to it.
[A] The DIF algorithm was implemented only for the PC1 and PC2 principal component descriptors using the isotree package.
[B] The algorithm contains 4 hyperparameters:
[B.1] ndims = number of columns to combine to produce a split held constant at a value of 2
[B.2] ntrees = number of binary trees to build for the model held constant at a value of 100.
[B.3] missing_action = method of handling missing data at both fitting and prediction time held constant at a value of “FAIL”.
[B.4] scoring_metric = metric to use for Determining outlier scores held constant at a value of “DENSITY”.
[C] Using the label information from the Status variable defined prior to the analysis, the algorithm was able to sufficiently discriminate between Status=Outlier and Status=Valid, as demonstrated by their comparably expressed deviance score densities.
[C.1] ROC Curve AUC = 0.77588
Code Chunk | Output
##################################
# Implementing the DIF Algorithm
##################################
OD_DIF <- isolation.forest(OD,
ndim=2,
ntrees=100,
missing_action="fail",
scoring_metric="density")
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the entire space range
##################################
OD_DIF_DevianceScores <- predict(OD_DIF, Space_Range)
##################################
# Plotting the heatmap
# for anomaly detection
##################################
par(mar = c(2.5,2.2,2,2.5))
Plot_Space_Range(OD_DIF_DevianceScores,
"Outlier Scores : Density Isolation Forest (DIF)",
1.0)
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the dataset
##################################
OD_DIF_PredictedScores <- predict(OD_DIF, OD)
##################################
# Exploring the outlier scores
# between the valid and outlier points
##################################
max(OD_DIF_PredictedScores)## [1] 2.577508min(OD_DIF_PredictedScores)## [1] -2.315732OD_DIF_Summary <- DR_PCA_SUBSET
OD_DIF_Summary$Scores <- OD_DIF_PredictedScores
OD_DIF_Summary$Label <- rep("DIF", nrow(OD_DIF_Summary))
densityplot( ~ Scores | Label,
data = OD_DIF_Summary,
groups = Status,
xlab = "Outlier Scores",
ylab = "Density",
auto.key = list(columns=(length(levels(OD_DIF_Summary$Status)))))
##################################
# Evaluating the apparent
# discrimination performance
# of the DIF Algorithm
##################################
Status <- ifelse(OD_DIF_Summary$Status=="Valid",0,1)
(OD_DIF_ROCCurveAUC <- AUC(OD_DIF_PredictedScores, Status))## [1] 0.77588081.5.6. Boxed Isolation Forest (BIF)
Boxed Isolation Forest builds a collection of isolation trees from random subsets of data using hyperplane splits and aggregates the anomaly decision function measurements using boxed ratio averaged over a forest of such trees to come up with a final standardized outlier score for each observation. Density is measured as the ratio between the volume of the boxed feature space for the node as defined by the smallest and largest values from the split conditions for each column (bounded by the variable ranges in the sample) and the variable ranges in the tree sample.
[A] The BIF algorithm was implemented only for the PC1 and PC2 principal component descriptors using the isotree package.
[B] The algorithm contains 4 hyperparameters:
[B.1] ndims = number of columns to combine to produce a split held constant at a value of 2
[B.2] ntrees = number of binary trees to build for the model held constant at a value of 100.
[B.3] missing_action = method of handling missing data at both fitting and prediction time held constant at a value of “FAIL”.
[B.4] scoring_metric = metric to use for Determining outlier scores held constant at a value of “BOXED_RATIO”.
[C] Using the label information from the Status variable defined prior to the analysis, the algorithm was able to sufficiently discriminate between Status=Outlier and Status=Valid, as demonstrated by their comparably expressed deviance score densities.
[C.1] ROC Curve AUC = 0.57868
Code Chunk | Output
##################################
# Implementing the BIF Algorithm
##################################
OD_BIF <- isolation.forest(OD,
ndim=2,
ntrees=100,
missing_action="fail",
scoring_metric="boxed_ratio")
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the entire space range
##################################
OD_BIF_DevianceScores <- predict(OD_BIF, Space_Range)
##################################
# Plotting the heatmap
# for anomaly detection
##################################
par(mar = c(2.5,2.2,2,2.5))
Plot_Space_Range(OD_BIF_DevianceScores,
"Outlier Scores : Boxed Isolation Forest (BIF)",
1.0)
##################################
# Determining the outlier scores
# for anomaly detection
# applied to the dataset
##################################
OD_BIF_PredictedScores <- predict(OD_BIF, OD)
##################################
# Exploring the outlier scores
# between the valid and outlier points
##################################
max(OD_BIF_PredictedScores)## [1] 1min(OD_BIF_PredictedScores)## [1] 1OD_BIF_Summary <- DR_PCA_SUBSET
OD_BIF_Summary$Scores <- OD_BIF_PredictedScores
OD_BIF_Summary$Label <- rep("BIF", nrow(OD_BIF_Summary))
densityplot( ~ Scores | Label,
data = OD_BIF_Summary,
groups = Status,
xlab = "Outlier Scores",
ylab = "Density",
auto.key = list(columns=(length(levels(OD_BIF_Summary$Status)))))
##################################
# Evaluating the apparent
# discrimination performance
# of the BIF Algorithm
##################################
Status <- ifelse(OD_BIF_Summary$Status=="Valid",0,1)
(OD_BIF_ROCCurveAUC <- AUC(OD_BIF_PredictedScores, Status))## [1] 0.57868831.6 Consolidated Findings
[A] The isolation forest-based anomaly detection algorithms applied to the PC1 and PC2 principal component descriptors which were able to sufficiently capture the outlier points based on the higher estimated ROC curve AUC are the following :
[A.1] FCF : Fair-Cut Forest (isotree package)
[A.1.1] ROC Curve AUC = 0.78291
[A.2] DIF: Density Isolation Forest (isotree package)
[A.2.1] ROC Curve AUC = 0.77588
Code Chunk | Output
##################################
# Replotting the density plots
##################################
OD_Summary <- rbind(OD_IF_Summary,
OD_EIF_Summary,
OD_SCIFOREST_Summary,
OD_FCF_Summary,
OD_DIF_Summary,
OD_BIF_Summary)
##################################
# Replotting the heatmaps
##################################
par(mfrow=c(3,2),
mar = c(2.5,2.2,2,2.5))
Plot_Space_Range(OD_IF_DevianceScores,"IF",1.0)
Plot_Space_Range(OD_EIF_DevianceScores,"EIF",1.0)
Plot_Space_Range(OD_SCIFOREST_DevianceScores,"SCIFOREST",1.0)
Plot_Space_Range(OD_FCF_DevianceScores,"FCF",1.0)
Plot_Space_Range(OD_DIF_DevianceScores,"DIF",1.0)
Plot_Space_Range(OD_BIF_DevianceScores,"BIF",1.0)
mtext("Outlier Scores",
side = 3,
line = -1.25,
outer = TRUE)
##################################
# Consolidating all evaluation results
# using the apparent ROC Curve AUC metric
##################################
OutlierDetectionAlgorithm <- c('IF','EIF','SCIFOREST',
'FCF','DIF','BIF')
Set <- c(rep('ROC Curve AUC',6))
OutlierDetectionMetrics <- c(OD_IF_ROCCurveAUC,
OD_EIF_ROCCurveAUC,
OD_SCIFOREST_ROCCurveAUC,
OD_FCF_ROCCurveAUC,
OD_DIF_ROCCurveAUC,
OD_BIF_ROCCurveAUC)
OutlierDetectionPeformance_Summary <- as.data.frame(cbind(OutlierDetectionAlgorithm,
Set,
OutlierDetectionMetrics))
OutlierDetectionPeformance_Summary$OutlierDetectionMetrics <- as.numeric(as.character(OutlierDetectionPeformance_Summary$OutlierDetectionMetrics))
OutlierDetectionPeformance_Summary$OutlierDetectionAlgorithm <- factor(OutlierDetectionPeformance_Summary$OutlierDetectionAlgorithm,
levels = c('IF',
'EIF',
'SCIFOREST',
'FCF',
'DIF',
'BIF'))
print(OutlierDetectionPeformance_Summary, row.names=FALSE)## OutlierDetectionAlgorithm Set OutlierDetectionMetrics
## IF ROC Curve AUC 0.7605668
## EIF ROC Curve AUC 0.7478683
## SCIFOREST ROC Curve AUC 0.5614341
## FCF ROC Curve AUC 0.7829185
## DIF ROC Curve AUC 0.7758808
## BIF ROC Curve AUC 0.5786883(OutlierDetectionPeformance_Summary_Plot <- dotplot(OutlierDetectionAlgorithm ~ OutlierDetectionMetrics,
data = OutlierDetectionPeformance_Summary,
groups = Set,
main = "Anomaly Detection Algorithm Performance Comparison",
ylab = "Algorithm",
xlab = "Anomaly Detection Performance Metrics",
auto.key = list(adj=1, space="top", column=2),
type=c("p", "h"),
origin = 0,
alpha = 0.45,
pch = 16,
cex = 2))
3. References
[Book] Applied Predictive Modeling by Max Kuhn and Kjell Johnson
[Book] An Introduction to Statistical Learning by Gareth James, Daniela Witten, Trevor Hastie and Rob Tibshirani
[Book] Multivariate Data Visualization with R by Deepayan Sarkar
[Book] Machine Learning by Samuel Jackson
[Book] Data Modeling Methods by Jacob Larget
[Book] Introduction to R and Statistics by University of Western Australia
[Book] Feature Engineering and Selection: A Practical Approach for Predictive Models by Max Kuhn and Kjell Johnson
[Book] Introduction to Research Methods by Eric van Holm
[R Package] AppliedPredictiveModeling by Max Kuhn
[R Package] caret by Max Kuhn
[R Package] rpart by Terry Therneau and Beth Atkinson
[R Package] lattice by Deepayan Sarkar
[R Package] dplyr by Hadley Wickham
[R Package] moments by Lukasz Komsta and Frederick
[R Package] skimr by Elin Waring
[R Package] RANN by Sunil Arya, David Mount, Samuel Kemp and Gregory Jefferis
[R Package] corrplot by Taiyun Wei
[R Package] tidyverse by Hadley Wickham
[R Package] lares by Bernardo Lares
[R Package] DMwR2 by Luis Torgo
[R Package] gridExtra by Baptiste Auguie and Anton Antonov
[R Package] rattle by Graham Williams
[R Package] RColorBrewer by Erich Neuwirth
[R Package] stats by R Core Team
[R Package] Hmisc by Frank Harrell
[R Package] isotree by David Cortes
[R Package] mlbench by Friedrich Leisch and Evgenia Dimitriadou
[R Package] MLmetrics by Yachen Yan
[Article] An Introduction to Isolation Forests by David Cortes
[Article] Isolation Forest: The Art of Cutting Off From the World by QuantDare Team
[Article] Anomaly Detection with Isolation Forest and Kernel Density Estimation by Muhammad Asad Iqbal Khan
[Article] Isolation Forest Algorithm for Anomaly Detection by Arpit Bhayani
[Article] Isolation Forest Example by Scikit-Learn Team
[Article] Isolation Forest for Anomaly Detection by Mathworks Team
[Article] Machine Learning Interpretability For Isolation Forest Using SHAP by Prasad Kulkarni
[Article] What is Isolation Forest? by Data Science World Team
[Article] Anomaly Detection: Isolation Forest Agorithm by Maj Darbash
[Article] Metrics, Techniques and Tools of Anomaly Detection: A Survey by Xuanfan Wu
[Publication] Isolation Forest by Fei Tony Liu, Kai Ming Ting and Zhi-Hua Zhou (2008 Eighth IEEE International Conference on Data Mining)
[Publication] Isolation-Based Anomaly Detection by Fei Tony Liu, Kai Ming Ting and Zhi-Hua Zhou (ACM Transactions on Knowledge Discovery from Data)
[Publication] On Detecting Clustered Anomalies using SCiForest by Fei Tony Liu and Kai Ming Ting (Joint European Conference on Machine Learning and Knowledge Discovery in Databases)
[Publication] Extended Isolation Forest by Sahand Hariri, Matias Carrasco Kind and Robert Brunner (ARXIV)
[Publication] Revisiting Randomized Choices in Isolation Forests by David Cortes (ARXIV)
[Publication] Isolation Forests: Looking Beyond Tree Depth by David Cortes (ARXIV)
[Course] Applied Data Mining and Statistical Learning by Penn State Eberly College of Science