Cross-Validated MCP- or SCAD-penalized Classification Learner
Source:R/learner_ncvreg_classif_cv_ncvreg.R
mlr_learners_classif.cv_ncvreg.RdMCP- or SCAD-penalized binary classification model with k-fold cross validation
for choosing the regularization parameter lambda.
Calls ncvreg::cv.ncvreg() from package ncvreg with family set to
"binomial".
Covariates are internally standardized by ncvreg prior to model fitting.
Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “integer”, “numeric”
Required Packages: mlr3, mlr3extralearners, ncvreg
Parameters
| Id | Type | Default | Levels | Range |
| penalty | character | MCP | MCP, SCAD, lasso | - |
| gamma | numeric | - | \([0, \infty)\) | |
| alpha | numeric | 1 | \([0, 1]\) | |
| lambda.min | numeric | - | \([0, \infty)\) | |
| nlambda | integer | 100 | \([1, \infty)\) | |
| lambda | untyped | - | - | |
| eps | numeric | 1e-04 | \((-\infty, \infty)\) | |
| max.iter | integer | 10000 | \([1, \infty)\) | |
| convex | logical | TRUE | TRUE, FALSE | - |
| dfmax | integer | - | \([0, \infty)\) | |
| penalty.factor | untyped | - | - | |
| warn | logical | TRUE | TRUE, FALSE | - |
| returnX | logical | TRUE | TRUE, FALSE | - |
| cluster | untyped | - | - | |
| nfolds | integer | 10 | \((-\infty, \infty)\) | |
| fold | untyped | - | - | |
| returnY | logical | FALSE | TRUE, FALSE | - |
| trace | logical | FALSE | TRUE, FALSE | - |
| pred_lambda | numeric | - | \((-\infty, \infty)\) |
References
Breheny P, Huang J (2011). “Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection.” Annals of Applied Statistics, 5(1), 232–253. ISSN 1932-6157, doi:10.1214/10-AOAS388 .
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/basics.html#learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNCVreg
Methods
Inherited methods
Method selected_features()
Returns the set of selected features which have non-zero coefficients.
Calls the internal coef.cv.ncvreg() function.
Returns
(character()) vector of feature names.
Examples
# Define the Learner
learner = lrn("classif.cv_ncvreg")
print(learner)
#>
#> ── <LearnerClassifNCVreg> (classif.cv_ncvreg): MCP- or SCAD-penalized Classifica
#> • Model: -
#> • Parameters: list()
#> • Packages: mlr3, mlr3extralearners, and ncvreg
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: selected_features and twoclass
#> • Other settings: use_weights = 'error'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.378091 1.353444 1.321969 1.292541 1.267868 1.247162 1.229774 1.215459
#> [9] 1.204226 1.197345 1.194178 1.190803 1.186148 1.179286 1.171249 1.163578
#> [17] 1.144509 1.131539 1.149127 1.157376 1.177396 1.260797 1.322439 1.319716
#> [25] 1.329045 1.263230 1.311240 1.344970 1.712952 1.794373 1.836082 1.925226
#> [33] 2.080061 2.600739 3.422947
#>
#> $cvse
#> [1] 0.01480451 0.01694734 0.02069242 0.02528732 0.03011237 0.03490680
#> [7] 0.03957728 0.04405596 0.04833761 0.05249197 0.05652332 0.06058757
#> [13] 0.06463568 0.06864362 0.07294659 0.07778979 0.08127619 0.08537761
#> [19] 0.09201167 0.10132554 0.11470448 0.13946435 0.16084967 0.16308442
#> [25] 0.16942724 0.17294007 0.18489946 0.19705756 0.27094515 0.28022821
#> [31] 0.29947731 0.31818792 0.35762137 0.43088995 0.53805049
#>
#> $fold
#> [1] 3 5 2 9 9 3 2 10 4 8 9 8 4 6 7 7 6 1 2 3 4 6 10 5 9
#> [26] 5 4 8 1 5 8 3 7 9 3 3 1 7 10 10 5 9 1 6 10 2 2 6 5 7
#> [51] 2 8 10 1 8 1 4 1 3 6 4 4 7 2 6 3 4 7 5 4 5 4 8 8 6
#> [76] 10 9 6 10 1 1 6 2 2 1 3 2 1 3 9 10 5 7 1 1 6 5 10 8 7
#> [101] 9 2 10 4 6 3 7 4 8 5 7 6 5 6 3 8 7 9 7 4 8 8 9 9 1
#> [126] 5 9 10 2 5 10 2 3 3 8 2 9 4 7
#>
#> $lambda
#> [1] 0.23016421 0.21465191 0.20018509 0.18669329 0.17411079 0.16237630
#> [7] 0.15143268 0.14122663 0.13170842 0.12283172 0.11455327 0.10683276
#> [13] 0.09963259 0.09291769 0.08665535 0.08081507 0.07536840 0.07028882
#> [19] 0.06555159 0.06113364 0.05701343 0.05317092 0.04958738 0.04624535
#> [25] 0.04312857 0.04022185 0.03751103 0.03498291 0.03262518 0.03042635
#> [31] 0.02837572 0.02646329 0.02467975 0.02301642 0.02146519
#>
#> $fit
#> $beta
#> 0.2302 0.2147 0.2002 0.1867 0.1741 0.1624
#> (Intercept) 0.158605 -0.01088339 -0.1686725 -0.3157136 -0.4530791 -0.5819116
#> V1 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 0.000000 0.70743961 1.3699100 1.9915417 2.5766857 3.1297204
#> V12 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V32 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V37 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V5 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.1514 0.1412 0.1317 0.1228 0.1146 0.1068
#> (Intercept) -0.7032081 -0.8179328 -0.9266839 -1.030091 -1.128621 -1.26032512
#> V1 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V10 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V11 3.6544010 4.1542168 4.6313616 5.088017 5.525763 5.83598372
#> V12 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V13 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V14 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V15 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V16 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V17 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V18 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V19 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V2 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V20 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V21 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.12258505
#> V22 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V23 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V24 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V25 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V26 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V27 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V28 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V29 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V3 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V30 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V31 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V32 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V33 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V34 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V35 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V36 0.0000000 0.0000000 0.0000000 0.000000 0.000000 -0.03265007
#> V37 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V38 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V39 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V4 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V40 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V41 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V42 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V43 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V44 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V45 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V46 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V47 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V48 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V49 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V5 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V50 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V51 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V52 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V53 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V54 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V55 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V56 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V57 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V58 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V59 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V6 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V60 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V7 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V8 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> V9 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.00000000
#> 0.0996 0.0929 0.0867 0.0808 0.0754 0.0703
#> (Intercept) -1.3351278 -1.3783769 -1.36997295 -1.2393524 -1.2227710 -1.2361280
#> V1 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V11 6.1078122 6.1141708 6.01560963 6.1066535 6.0860214 5.8804335
#> V12 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V21 0.2215782 0.3140225 0.37075863 0.0000000 0.0000000 0.0000000
#> V22 0.0000000 0.0000000 0.00000000 0.3268224 0.3835318 0.4018269
#> V23 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.0000000 -0.05243316 -0.3806675 -0.5202487 -0.5761153
#> V32 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V36 -0.1529939 -0.4234298 -0.77092184 -1.0819319 -1.4003766 -1.8237858
#> V37 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.0000000 0.00000000 0.0000000 0.1320777 1.6582986
#> V40 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V45 0.0000000 0.4894428 1.24896642 2.0668297 2.8157060 3.6881164
#> V46 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V49 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V5 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> 0.0656 0.0611 0.0570 0.0532 0.0496 0.0462
#> (Intercept) -1.1718821 -1.0315239 -0.9033199 -0.7822237 -0.8273008 -1.4069443
#> V1 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 5.9900834 6.4171587 6.9300757 7.5547760 8.8350171 11.5110537
#> V12 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 -0.2877638 -0.8667220 -1.4800261 -2.1629190 -3.3847013 -5.3607836
#> V16 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.4545236 0.5495681 0.6759522 0.8454679 1.3242390 2.3918160
#> V23 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 -0.7476790 -1.0425915 -1.3648416 -1.7354248 -2.1339120 -2.4826486
#> V32 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 -2.2221329 -2.6190180 -3.0513399 -3.5501421 -4.3919616 -5.0965587
#> V37 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 3.1065729 4.5013378 5.8506639 7.2321078 7.4820861 4.4090396
#> V40 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 4.4311469 5.0951003 5.8320794 6.7001240 7.8612081 8.6189946
#> V46 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V5 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.3516567
#> V52 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 6.4477306
#> V53 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.0000000 0.0000000 0.0000000 19.4913978 62.9878561
#> V6 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.0431 0.0402 0.0375 0.0350 0.0326 0.0304
#> (Intercept) -1.781862 -1.803712 -1.9467835 -2.0045650 -1.786981 -2.3509117
#> V1 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V10 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V11 12.496896 12.879019 13.4667466 14.1146664 15.581399 17.9839161
#> V12 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V13 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V14 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V15 -5.984754 -6.441096 -7.0527446 -7.7640666 -8.994877 -10.7512650
#> V16 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V17 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V18 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V19 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V2 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V20 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V21 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V22 2.867506 3.039508 3.3334832 3.5453772 3.770135 4.6283540
#> V23 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V24 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V25 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V26 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V27 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V28 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V29 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V3 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V30 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V31 -2.624046 -2.788826 -2.9011381 -3.0664092 -3.863583 -4.0837333
#> V32 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V33 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V34 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V35 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V36 -5.367645 -5.314292 -5.3772515 -5.5203386 -5.422952 -6.4773852
#> V37 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V38 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V39 0.000000 0.000000 0.0000000 0.0000000 0.000000 7.5413205
#> V4 3.183319 1.715302 0.1999225 0.0000000 0.000000 0.0000000
#> V40 0.000000 -1.286735 -2.5938530 -3.9471764 -6.938346 -16.5308521
#> V41 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V42 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V43 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V44 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V45 8.970870 9.832562 10.8659826 11.9689385 11.561426 11.5969663
#> V46 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V47 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V48 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V49 0.000000 0.000000 0.0000000 0.0190421 21.401486 39.1183193
#> V5 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.7617636
#> V50 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V51 4.212406 11.045234 17.2900064 24.8851347 0.000000 0.0000000
#> V52 10.469658 19.572910 30.9709924 40.0029663 60.409502 57.8152572
#> V53 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V54 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V55 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V56 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V57 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V58 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V59 78.892123 100.230630 125.5940465 149.2807478 176.294497 222.0809296
#> V6 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V60 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V7 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V8 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> V9 0.000000 0.000000 0.0000000 0.0000000 0.000000 0.0000000
#> 0.0284 0.0265 0.0247 0.0230 0.0215
#> (Intercept) -2.422706 -4.123117 -7.124367 -7.578926 -76.63003
#> V1 0.000000 0.000000 0.000000 0.000000 0.00000
#> V10 0.000000 0.000000 0.000000 0.000000 -66.23845
#> V11 16.492949 14.293012 19.025663 19.850150 153.67107
#> V12 2.292657 11.186263 11.854007 12.723531 46.34849
#> V13 0.000000 0.000000 0.000000 0.000000 0.00000
#> V14 0.000000 0.000000 0.000000 0.000000 0.00000
#> V15 -11.209519 -12.718335 -14.738958 -15.206912 -61.08037
#> V16 0.000000 0.000000 0.000000 0.000000 0.00000
#> V17 0.000000 0.000000 0.000000 0.000000 0.00000
#> V18 0.000000 0.000000 0.000000 0.000000 0.00000
#> V19 0.000000 0.000000 0.000000 0.000000 0.00000
#> V2 0.000000 0.000000 0.000000 0.000000 0.00000
#> V20 0.000000 0.000000 0.000000 0.000000 0.00000
#> V21 0.000000 0.000000 0.000000 0.000000 0.00000
#> V22 4.728508 6.145897 8.518312 8.970677 60.49162
#> V23 0.000000 0.000000 0.000000 0.000000 0.00000
#> V24 0.000000 0.000000 0.000000 0.000000 0.00000
#> V25 0.000000 0.000000 0.000000 0.000000 0.00000
#> V26 0.000000 0.000000 0.000000 0.000000 0.00000
#> V27 0.000000 0.000000 0.000000 0.000000 0.00000
#> V28 0.000000 0.000000 0.000000 0.000000 24.19536
#> V29 0.000000 0.000000 0.000000 0.000000 0.00000
#> V3 0.000000 0.000000 -5.929541 -14.247420 0.00000
#> V30 0.000000 0.000000 0.000000 0.000000 0.00000
#> V31 -4.605895 -8.613340 -9.838072 -10.251569 -56.12277
#> V32 0.000000 0.000000 0.000000 0.000000 0.00000
#> V33 0.000000 5.585800 7.494202 7.979094 62.16944
#> V34 0.000000 0.000000 0.000000 0.000000 0.00000
#> V35 0.000000 0.000000 0.000000 0.000000 0.00000
#> V36 -6.236091 -8.409579 -10.190492 -10.601475 -46.57585
#> V37 0.000000 0.000000 0.000000 0.000000 0.00000
#> V38 0.000000 0.000000 0.000000 0.000000 0.00000
#> V39 7.672745 10.898785 15.821064 16.216933 70.44312
#> V4 0.000000 0.000000 0.000000 0.000000 0.00000
#> V40 -17.739351 -24.552749 -35.979609 -37.001425 -144.41843
#> V41 0.000000 0.000000 0.000000 0.000000 0.00000
#> V42 0.000000 0.000000 8.976273 9.525299 39.06995
#> V43 0.000000 0.000000 0.000000 0.000000 0.00000
#> V44 0.000000 0.000000 0.000000 0.000000 0.00000
#> V45 12.407792 17.096219 20.524968 21.414538 111.62971
#> V46 0.000000 0.000000 0.000000 0.000000 0.00000
#> V47 0.000000 0.000000 0.000000 0.000000 0.00000
#> V48 0.000000 0.000000 0.000000 0.000000 0.00000
#> V49 41.605096 47.391643 42.290737 42.084726 85.55045
#> V5 2.022233 0.000000 0.000000 0.000000 0.00000
#> V50 0.000000 0.000000 0.000000 0.000000 0.00000
#> V51 0.000000 6.860434 41.098162 43.844886 578.49337
#> V52 66.029061 117.084215 138.487954 152.241150 1061.59987
#> V53 0.000000 0.000000 0.000000 0.000000 0.00000
#> V54 0.000000 0.000000 0.000000 0.000000 0.00000
#> V55 0.000000 -113.280677 -136.988598 -143.290691 -653.94815
#> V56 0.000000 0.000000 0.000000 0.000000 -525.03201
#> V57 0.000000 0.000000 0.000000 0.000000 0.00000
#> V58 0.000000 0.000000 0.000000 0.000000 0.00000
#> V59 222.174885 317.707928 381.136520 403.618883 1884.54407
#> V6 0.000000 0.000000 0.000000 0.000000 -37.07028
#> V60 0.000000 0.000000 0.000000 0.000000 0.00000
#> V7 0.000000 0.000000 0.000000 0.000000 0.00000
#> V8 0.000000 0.000000 0.000000 0.000000 0.00000
#> V9 0.000000 0.000000 0.000000 0.000000 0.00000
#> 0.0200 0.0187 0.0174 0.0162
#> (Intercept) -76.63146 -76.63289 -76.63431 -113.81665
#> V1 0.00000 0.00000 0.00000 0.00000
#> V10 -66.23974 -66.24103 -66.24232 -110.77832
#> V11 153.67402 153.67696 153.67990 230.71322
#> V12 46.34923 46.34997 46.35070 63.78271
#> V13 0.00000 0.00000 0.00000 0.00000
#> V14 0.00000 0.00000 0.00000 0.00000
#> V15 -61.08151 -61.08265 -61.08379 -83.64010
#> V16 0.00000 0.00000 0.00000 0.00000
#> V17 0.00000 0.00000 0.00000 0.00000
#> V18 0.00000 0.00000 0.00000 0.00000
#> V19 0.00000 0.00000 0.00000 0.00000
#> V2 0.00000 0.00000 0.00000 0.00000
#> V20 0.00000 0.00000 0.00000 0.00000
#> V21 0.00000 0.00000 0.00000 0.00000
#> V22 60.49276 60.49390 60.49504 88.95674
#> V23 0.00000 0.00000 0.00000 0.00000
#> V24 0.00000 0.00000 0.00000 0.00000
#> V25 0.00000 0.00000 0.00000 0.00000
#> V26 0.00000 0.00000 0.00000 0.00000
#> V27 0.00000 0.00000 0.00000 0.00000
#> V28 24.19580 24.19624 24.19668 35.53769
#> V29 0.00000 0.00000 0.00000 0.00000
#> V3 0.00000 0.00000 0.00000 0.00000
#> V30 0.00000 0.00000 0.00000 0.00000
#> V31 -56.12379 -56.12481 -56.12582 -79.57446
#> V32 0.00000 0.00000 0.00000 0.00000
#> V33 62.17055 62.17167 62.17278 81.72268
#> V34 0.00000 0.00000 0.00000 0.00000
#> V35 0.00000 0.00000 0.00000 0.00000
#> V36 -46.57668 -46.57750 -46.57833 -61.65444
#> V37 0.00000 0.00000 0.00000 0.00000
#> V38 0.00000 0.00000 0.00000 0.00000
#> V39 70.44433 70.44554 70.44675 100.21021
#> V4 0.00000 0.00000 0.00000 123.16034
#> V40 -144.42099 -144.42355 -144.42611 -207.02872
#> V41 0.00000 0.00000 0.00000 0.00000
#> V42 39.07068 39.07140 39.07212 55.52884
#> V43 0.00000 0.00000 0.00000 0.00000
#> V44 0.00000 0.00000 0.00000 0.00000
#> V45 111.63178 111.63385 111.63591 168.44372
#> V46 0.00000 0.00000 0.00000 0.00000
#> V47 0.00000 0.00000 0.00000 0.00000
#> V48 0.00000 0.00000 0.00000 0.00000
#> V49 85.55173 85.55301 85.55429 140.50101
#> V5 0.00000 0.00000 0.00000 0.00000
#> V50 0.00000 0.00000 0.00000 0.00000
#> V51 578.50502 578.51665 578.52828 930.44031
#> V52 1061.62058 1061.64127 1061.66196 1503.18580
#> V53 0.00000 0.00000 0.00000 0.00000
#> V54 0.00000 0.00000 0.00000 0.00000
#> V55 -653.95973 -653.97130 -653.98287 -914.81805
#> V56 -525.04169 -525.05136 -525.06102 -947.09454
#> V57 0.00000 0.00000 0.00000 0.00000
#> V58 0.00000 0.00000 0.00000 0.00000
#> V59 1884.57754 1884.61099 1884.64442 2390.19308
#> V6 -37.07086 -37.07144 -37.07201 -76.61999
#> V60 0.00000 0.00000 0.00000 0.00000
#> V7 0.00000 0.00000 0.00000 0.00000
#> V8 0.00000 0.00000 0.00000 0.00000
#> V9 0.00000 0.00000 0.00000 0.00000
#>
#> $iter
#> [1] 0 4 3 3 4 4 4 5 5 5 5 9 5 14 19
#> [16] 30 15 12 21 10 10 11 35 39 21 41 23 21 136 108
#> [31] 263 169 261 126 6060 1 1 1 2496
#>
#> $lambda
#> [1] 0.23016421 0.21465191 0.20018509 0.18669329 0.17411079 0.16237630
#> [7] 0.15143268 0.14122663 0.13170842 0.12283172 0.11455327 0.10683276
#> [13] 0.09963259 0.09291769 0.08665535 0.08081507 0.07536840 0.07028882
#> [19] 0.06555159 0.06113364 0.05701343 0.05317092 0.04958738 0.04624535
#> [25] 0.04312857 0.04022185 0.03751103 0.03498291 0.03262518 0.03042635
#> [31] 0.02837572 0.02646329 0.02467975 0.02301642 0.02146519 0.02001851
#> [37] 0.01866933 0.01741108 0.01623763
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 15
#>
#> $loss
#> [1] 191.82350 93.06172 90.66472 88.64997 86.94701 85.50910 84.29003
#> [8] 83.25861 82.38017 81.63422 81.00196 79.99183 78.87618 76.77223
#> [15] 74.32884 71.72464 69.74248 67.62671 65.05019 62.04907 59.40189
#> [22] 57.04057 53.83850 50.79794 49.94908 47.79298 46.19195 44.93601
#> [29] 42.69325 39.02521 37.47473 32.17092 27.99410 27.02047 15.14531
#> [36] 15.14531 15.14530 15.14530 10.67458
#>
#> $linear.predictors
#> 0.2302 0.2147 0.2002 0.1867 0.1741 0.1624
#> 1 0.158605 0.437138114 0.698891480 0.9455297667 1.178735945 1.40014031
#> 2 0.158605 0.051442037 -0.047983431 -0.1402587607 -0.226073111 -0.30618326
#> 3 0.158605 0.282845535 0.400114118 0.5111745249 0.616760789 0.71754829
#> 4 0.158605 0.200499564 0.240656598 0.2793590726 0.316834571 0.35324883
#> 5 0.158605 0.115465322 0.075993421 0.0399757619 0.007116947 -0.02294356
#> 6 0.158605 0.187341187 0.215176273 0.2423163972 0.268908216 0.29503603
#> 7 0.158605 0.027884298 -0.093601432 -0.2065770989 -0.311876746 -0.41040295
#> 8 0.158605 0.066722733 -0.018393376 -0.0972414603 -0.170416699 -0.23858130
#> 9 0.158605 0.123247158 0.091062430 0.0618827205 0.035460490 0.01148336
#> 10 0.158605 0.105136704 0.055992735 0.0108992533 -0.030502665 -0.06863748
#> 11 0.158605 0.153808549 0.150242541 0.1479173213 0.146773313 0.14668729
#> 12 0.158605 0.107612743 0.060787420 0.0178696492 -0.021484265 -0.05768346
#> 13 0.158605 0.202834114 0.245177301 0.2859311602 0.325337634 0.36357691
#> 14 0.158605 0.192081032 0.224354670 0.2556597265 0.286172011 0.31600516
#> 15 0.158605 0.092119815 0.030786392 -0.0257451137 -0.077913682 -0.12622433
#> 16 0.158605 0.041467139 -0.067299161 -0.1683394985 -0.262404380 -0.35031232
#> 17 0.158605 0.018404607 -0.111958226 -0.2332637575 -0.346404334 -0.45234120
#> 18 0.158605 0.049036743 -0.052641125 -0.1470300025 -0.234833843 -0.31682431
#> 19 0.158605 0.107966462 0.061472375 0.0188654200 -0.020195922 -0.05611860
#> 20 0.158605 0.128482211 0.101199764 0.0766201289 0.054527964 0.03464330
#> 21 0.158605 0.040618211 -0.068943053 -0.1707293485 -0.265496403 -0.35406798
#> 22 0.158605 0.067571660 -0.016749484 -0.0948516103 -0.167324677 -0.23482563
#> 23 0.158605 0.114121187 0.073390592 0.0361918327 0.002221244 -0.02889003
#> 24 0.158605 0.081295989 0.009826770 -0.0562157016 -0.117336974 -0.17410906
#> 25 0.158605 0.093463950 0.033389221 -0.0219611845 -0.073017979 -0.12027787
#> 26 0.158605 0.070613651 -0.010858871 -0.0862879810 -0.156244928 -0.22136783
#> 27 0.158605 0.100821322 0.047636285 -0.0012491510 -0.046220448 -0.08772877
#> 28 0.158605 0.102731409 0.051335042 0.0041280115 -0.039263396 -0.07927853
#> 29 0.158605 0.050593110 -0.049627323 -0.1426486107 -0.229165134 -0.30993892
#> 30 0.158605 0.139942733 0.123392305 0.1088831043 0.096270273 0.08534477
#> 31 0.158605 0.052149477 -0.046613521 -0.1382672190 -0.223496425 -0.30305354
#> 32 0.158605 0.225118462 0.288329465 0.3486647233 0.406503234 0.46216310
#> 33 0.158605 0.092332047 0.031197365 -0.0251476512 -0.077140676 -0.12528542
#> 34 0.158605 0.140720916 0.124899206 0.1110738001 0.099104627 0.08878746
#> 35 0.158605 0.026469419 -0.096341252 -0.2105601822 -0.317030117 -0.41666239
#> 36 0.158605 0.112352588 0.069965817 0.0312129785 -0.004220470 -0.03671433
#> 37 0.158605 0.051937245 -0.047024494 -0.1388646815 -0.224269431 -0.30399245
#> 38 0.158605 0.097496356 0.041197708 -0.0106093969 -0.058330871 -0.10243846
#> 39 0.158605 0.100609090 0.047225312 -0.0018466135 -0.046993453 -0.08866769
#> 40 0.158605 0.058304201 -0.034695304 -0.1209408064 -0.201079260 -0.27582497
#> 41 0.158605 0.009561612 -0.129082100 -0.2581580286 -0.378612906 -0.49146271
#> 42 0.158605 0.026327931 -0.096615234 -0.2109584906 -0.317545454 -0.41728833
#> 43 0.158605 0.053210636 -0.044558656 -0.1352799065 -0.219631397 -0.29835896
#> 44 0.158605 0.096788916 0.039827798 -0.0126009386 -0.060907556 -0.10556818
#> 45 0.158605 0.074221593 -0.003872330 -0.0761311184 -0.143103831 -0.20540626
#> 46 0.158605 0.064317438 -0.023051069 -0.1040127020 -0.179177431 -0.24922235
#> 47 0.158605 0.078324743 0.004073148 -0.0645801766 -0.128159054 -0.18725388
#> 48 0.158605 0.057879738 -0.035517250 -0.1221357314 -0.202625271 -0.27770280
#> 49 0.158605 0.048753767 -0.053189089 -0.1478266191 -0.235864517 -0.31807620
#> 50 0.158605 0.029794385 -0.089902676 -0.2011999363 -0.304919694 -0.40195270
#> 51 0.158605 0.067359429 -0.017160457 -0.0954490728 -0.168097682 -0.23576455
#> 52 0.158605 0.180761999 0.202436110 0.2237950596 0.244945039 0.26592963
#> 53 0.158605 0.156992028 0.156407136 0.1568792589 0.158368399 0.16077103
#> 54 0.158605 0.277681226 0.390113775 0.4966362706 0.597950983 0.69470133
#> 55 0.158605 0.210898926 0.260794275 0.3086347354 0.354711851 0.39925572
#> 56 0.158605 0.204319738 0.248054112 0.2901133977 0.330748674 0.37014932
#> 57 0.158605 0.140437941 0.124351242 0.1102771834 0.098073953 0.08753557
#> 58 0.158605 0.156496820 0.155448199 0.1554851797 0.156564719 0.15858022
#> 59 0.158605 0.199509148 0.238738724 0.2765709142 0.313227211 0.34886722
#> 60 0.158605 0.176800337 0.194764614 0.2126424261 0.230515599 0.24840320
#> 61 0.158605 0.061982887 -0.027571772 -0.1105847896 -0.187680494 -0.25955042
#> 62 0.158605 0.179630095 0.200244254 0.2206085929 0.240822342 0.26092208
#> 63 0.158605 0.059436105 -0.032503448 -0.1177543397 -0.196956562 -0.27081742
#> 64 0.158605 0.053069148 -0.044832638 -0.1356782148 -0.220146734 -0.29898490
#> 65 0.158605 0.056111139 -0.038942025 -0.1271145856 -0.209066985 -0.28552710
#> 66 0.158605 0.148361264 0.139694234 0.1325824503 0.126932833 0.12258844
#> 67 0.158605 0.375803100 0.580120287 0.7728631025 0.955337293 1.12879355
#> 68 0.158605 0.380542945 0.589298683 0.7862064318 0.972601087 1.14976268
#> 69 0.158605 0.199155429 0.238053769 0.2755751434 0.311938868 0.34730236
#> 70 0.158605 0.263390945 0.362441594 0.4564071285 0.545901932 0.63148098
#> 71 0.158605 0.165976511 0.173804992 0.1821718383 0.191092307 0.20051848
#> 72 0.158605 0.077900279 0.003251202 -0.0657751016 -0.129705065 -0.18913171
#> 73 0.158605 0.101033554 0.048047258 -0.0006516885 -0.045447442 -0.08678986
#> 74 0.158605 0.069198772 -0.013598691 -0.0902710644 -0.161398299 -0.22762728
#> 75 0.158605 0.068703564 -0.014557628 -0.0916651436 -0.163201979 -0.22981808
#> 76 0.158605 0.103014385 0.051883006 0.0049246282 -0.038232722 -0.07802664
#> 77 0.158605 0.187128955 0.214765300 0.2417189347 0.268135211 0.29409712
#> 78 0.158605 0.152464414 0.147639712 0.1441333921 0.141877610 0.14074082
#> 79 0.158605 0.146734153 0.136543441 0.1280019044 0.121006456 0.11539008
#> 80 0.158605 0.129826346 0.103802593 0.0804040581 0.059423667 0.04058976
#> 81 0.158605 0.142206540 0.127776017 0.1152560376 0.104515667 0.09535987
#> 82 0.158605 0.191090617 0.222436796 0.2528715682 0.282564651 0.31162355
#> 83 0.158605 0.145460762 0.134077603 0.1244171294 0.116368422 0.10975659
#> 84 0.158605 0.246978346 0.330659683 0.4102033614 0.486122823 0.55887146
#> 85 0.158605 0.224693999 0.287507519 0.3474697983 0.404957223 0.46028527
#> 86 0.158605 0.333427467 0.498062680 0.6535697555 0.800993818 0.94132330
#> 87 0.158605 0.235517825 0.308467141 0.3779403861 0.444380514 0.50816999
#> 88 0.158605 0.290273651 0.414498172 0.5320857126 0.643815989 0.75041035
#> 89 0.158605 0.257519197 0.351071341 0.4398773325 0.524515440 0.60550430
#> 90 0.158605 0.259075564 0.354085143 0.4442587242 0.530184149 0.61238968
#> 91 0.158605 0.235871544 0.309152096 0.3789361569 0.445668857 0.50973485
#> 92 0.158605 0.342977902 0.516556464 0.6804555683 0.835779075 0.98357452
#> 93 0.158605 0.364342578 0.557927745 0.7406001272 0.913594984 1.07809208
#> 94 0.158605 0.323947776 0.479705886 0.6268830969 0.766466230 0.89938504
#> 95 0.158605 0.112140356 0.069554844 0.0306155160 -0.004993476 -0.03765325
#> 96 0.158605 0.176305129 0.193805678 0.2112483469 0.228711919 0.24621240
#> 97 0.158605 0.193637400 0.227368472 0.2600411183 0.291840719 0.32289055
#> 98 0.158605 0.116172762 0.077363331 0.0419673036 0.009693633 -0.01981384
#> 99 0.158605 0.112777052 0.070787763 0.0324079035 -0.002674459 -0.03483650
#> 100 0.158605 0.151473999 0.145721838 0.1413452337 0.138270250 0.13635921
#> 101 0.158605 0.076768375 0.001059346 -0.0689615683 -0.133827762 -0.19413927
#> 102 0.158605 0.072594482 -0.007023123 -0.0807116643 -0.149030208 -0.21260462
#> 103 0.158605 0.044650617 -0.061134566 -0.1593775609 -0.250809294 -0.33622857
#> 104 0.158605 0.143904395 0.131063801 0.1200357377 0.110699713 0.10287120
#> 105 0.158605 0.208705863 0.256547554 0.3024609562 0.346724125 0.38955359
#> 106 0.158605 0.144187371 0.131611765 0.1208323544 0.111730387 0.10412309
#> 107 0.158605 0.154869709 0.152297406 0.1509046338 0.150638342 0.15138187
#> 108 0.158605 0.163995680 0.169969244 0.1765955216 0.183877587 0.19175526
#> 109 0.158605 0.250232569 0.336961268 0.4193644532 0.497975577 0.57326818
#> 110 0.158605 0.066934965 -0.017982403 -0.0966439978 -0.169643694 -0.23764238
#> 111 0.158605 0.138952317 0.121474432 0.1060949459 0.092662913 0.08096316
#> 112 0.158605 0.159255834 0.160790847 0.1632521923 0.166613793 0.17078613
#> 113 0.158605 0.431549342 0.688069192 0.9297965874 1.158380128 1.37541552
#> 114 0.158605 0.220661593 0.279699032 0.3361180107 0.390270114 0.44244586
#> 115 0.158605 0.205310153 0.249971986 0.2929015561 0.334356034 0.37453093
#> 116 0.158605 0.288434308 0.410936406 0.5269077042 0.637116606 0.74227308
#> 117 0.158605 0.319773883 0.471623418 0.6151330009 0.751263784 0.88091969
#> 118 0.158605 0.196467158 0.232848111 0.2680072850 0.302147462 0.33540943
#> 119 0.158605 0.358541573 0.546694484 0.7242694854 0.892466161 1.05242837
#> 120 0.158605 0.230495003 0.298740781 0.3638004401 0.426086045 0.48594898
#> 121 0.158605 0.288292820 0.410662424 0.5265093959 0.636601269 0.74164714
#> 122 0.158605 0.273861052 0.382716261 0.4858819455 0.584036880 0.67780084
#> 123 0.158605 0.461332549 0.745742401 1.0136404924 1.266858597 1.50717675
#> 124 0.158605 0.196820878 0.233533066 0.2690030558 0.303435805 0.33697429
#> 125 0.158605 0.156143100 0.154763244 0.1544894089 0.155276376 0.15701536
#> 126 0.158605 0.139659757 0.122844342 0.1080864876 0.095239599 0.08409288
#> 127 0.158605 0.164632375 0.171202163 0.1783879091 0.186196605 0.19457201
#> 128 0.158605 0.144611834 0.132433711 0.1220272794 0.113276399 0.10600092
#> 129 0.158605 0.178710424 0.198463371 0.2180195887 0.237472651 0.25685344
#> 130 0.158605 0.161095177 0.164352613 0.1684302007 0.173313176 0.17892341
#> 131 0.158605 0.167462134 0.176681803 0.1863540759 0.196503348 0.20709089
#> 132 0.158605 0.176729593 0.194627623 0.2124432719 0.230257930 0.24809023
#> 133 0.158605 0.213445709 0.265725950 0.3158042855 0.363987920 0.41052272
#> 134 0.158605 0.214648356 0.268054797 0.3191899063 0.368368285 0.41584324
#> 135 0.158605 0.267918559 0.371209018 0.4691529953 0.562392720 0.65151119
#> 136 0.158605 0.207361728 0.253944725 0.2986770270 0.341828422 0.38360712
#> 137 0.158605 0.181257206 0.203395047 0.2251891387 0.246748719 0.26812044
#> 138 0.158605 0.194132607 0.228327409 0.2614351974 0.293644399 0.32508135
#> 139 0.158605 0.181540182 0.203943011 0.2259857554 0.247779393 0.26937233
#> 0.1514 0.1412 0.1317 0.1228 0.1146
#> 1 1.61112407 1.8129327449 2.006357451 2.19215004 2.37084471
#> 2 -0.38125535 -0.4519462789 -0.518660906 -0.58183682 -0.64180127
#> 3 0.81409921 0.9068980511 0.996257481 1.08245354 1.16567580
#> 4 0.38872694 0.4233472103 0.457166988 0.49020836 0.52247699
#> 5 -0.05053206 -0.0759896544 -0.099522679 -0.12137128 -0.14171972
#> 6 0.32075508 0.3460787770 0.371023662 0.39557124 0.41969780
#> 7 -0.50294690 -0.5902816998 -0.672885248 -0.75126778 -0.82580918
#> 8 -0.30232029 -0.3622151950 -0.418623495 -0.47193565 -0.52244479
#> 9 -0.01033365 -0.0302932691 -0.048577701 -0.06540309 -0.08093633
#> 10 -0.10388631 -0.1366412203 -0.167140558 -0.19565633 -0.22239586
#> 11 0.14753647 0.1491688986 0.151497121 0.15439924 0.15777663
#> 12 -0.09109591 -0.1221014614 -0.150930793 -0.17784827 -0.20305569
#> 13 0.40078646 0.4370561259 0.472450482 0.50699882 0.54071201
#> 14 0.34523957 0.3739120299 0.402053785 0.42966096 0.45672041
#> 15 -0.17112729 -0.2130788103 -0.252357612 -0.28927584 -0.32406990
#> 16 -0.43278240 -0.5105207364 -0.583963104 -0.65357786 -0.71971453
#> 17 -0.55191587 -0.6459482055 -0.734945493 -0.81944721 -0.89985440
#> 18 -0.39368031 -0.4660706161 -0.534407535 -0.59913608 -0.66058887
#> 19 -0.08926871 -0.1200243530 -0.148615112 -0.17530426 -0.20029281
#> 20 0.01670892 0.0004479355 -0.014305625 -0.02775177 -0.04004568
#> 21 -0.43716768 -0.5155057966 -0.589520738 -0.65968348 -0.72634545
#> 22 -0.29793501 -0.3572301348 -0.413065861 -0.46583003 -0.51581388
#> 23 -0.05747542 -0.0838826664 -0.108322266 -0.13103851 -0.15221867
#> 24 -0.22703963 -0.2766383280 -0.323217445 -0.36712250 -0.40861407
#> 25 -0.16418393 -0.2051857983 -0.243558025 -0.27960861 -0.31357095
#> 26 -0.28222108 -0.3393670024 -0.393151006 -0.44395156 -0.49205309
#> 27 -0.12617816 -0.1619819431 -0.195391864 -0.22669323 -0.25610302
#> 28 -0.11631128 -0.1507655576 -0.182887188 -0.21295559 -0.24118346
#> 29 -0.38564063 -0.4569313391 -0.524218540 -0.58794244 -0.64843219
#> 30 0.07591021 0.0677462484 0.060722433 0.05467411 0.04947168
#> 31 -0.37760095 -0.4477920620 -0.514029544 -0.57674880 -0.63627551
#> 32 0.51590009 0.5679139565 0.618338373 0.66727135 0.71477354
#> 33 -0.17003097 -0.2118325452 -0.250968204 -0.28774944 -0.32241217
#> 34 0.07993005 0.0723158870 0.065816931 0.06027092 0.05555002
#> 35 -0.51025570 -0.5985901335 -0.682147971 -0.76144382 -0.83686071
#> 36 -0.06661142 -0.0942682085 -0.119900670 -0.14375856 -0.16603308
#> 37 -0.37869727 -0.4490383271 -0.515418952 -0.57827521 -0.63793324
#> 38 -0.14335385 -0.1815067623 -0.217159264 -0.25060691 -0.28207410
#> 39 -0.12727448 -0.1632282081 -0.196781273 -0.22821964 -0.25776074
#> 40 -0.34580766 -0.4116503755 -0.473736698 -0.53248305 -0.58820137
#> 41 -0.59759589 -0.6978759161 -0.792837514 -0.88304742 -0.96892644
#> 42 -0.51098658 -0.5994209768 -0.683074243 -0.76246142 -0.83796586
#> 43 -0.37211935 -0.4415607367 -0.507082502 -0.56911678 -0.62798686
#> 44 -0.14700825 -0.1856609791 -0.221790626 -0.25569493 -0.28759986
#> 45 -0.26358364 -0.3181804965 -0.369531061 -0.41800267 -0.46387170
#> 46 -0.31474525 -0.3763395323 -0.434370124 -0.48923491 -0.54123239
#> 47 -0.24238811 -0.2940860388 -0.342669164 -0.38849217 -0.43182228
#> 48 -0.34800030 -0.4141429056 -0.476515515 -0.53553586 -0.59151683
#> 49 -0.39514207 -0.4677323029 -0.536260080 -0.60117128 -0.66279917
#> 50 -0.49308002 -0.5790653143 -0.660380571 -0.73753014 -0.81088962
#> 51 -0.29903133 -0.3584763998 -0.414455269 -0.46735644 -0.51747160
#> 52 0.28676915 0.3074445604 0.327951999 0.34825269 0.36830820
#> 53 0.16398128 0.1678628744 0.172338249 0.17729532 0.18264257
#> 54 0.78742208 0.8765722681 0.962448541 1.04531101 1.12533773
#> 55 0.44244663 0.4844141980 0.525248004 0.56500221 0.60370571
#> 56 0.40846070 0.4457799813 0.482176341 0.51768365 0.55231611
#> 57 0.07846829 0.0706542002 0.063964387 0.05823572 0.05333971
#> 58 0.16142320 0.1649549226 0.169096295 0.17373370 0.17877453
#> 59 0.38361078 0.4175313068 0.450683082 0.48308514 0.51474092
#> 60 0.26630450 0.2841809460 0.302016374 0.31975979 0.33736393
#> 61 -0.32680477 -0.3900484479 -0.449653617 -0.50602537 -0.55946740
#> 62 0.28092211 0.3007978134 0.320541820 0.34011186 0.35946698
#> 63 -0.33996062 -0.4050036285 -0.466326519 -0.52434223 -0.57936015
#> 64 -0.37285023 -0.4423915801 -0.508008774 -0.57013438 -0.62909202
#> 65 -0.35713630 -0.4245284477 -0.488093919 -0.54825591 -0.60533124
#> 66 0.11939759 0.1171814289 0.115835637 0.11522151 0.11522826
#> 67 1.29428750 1.4527621445 1.604818399 1.75101897 1.89176106
#> 68 1.31877199 1.4805953973 1.635848521 1.78510868 1.92878367
#> 69 0.38178358 0.4154541983 0.448367401 0.48054113 0.51197804
#> 70 0.71360318 0.7926570878 0.868895037 0.94253307 1.01371732
#> 71 0.21039217 0.2206214283 0.231156541 0.24191313 0.25281976
#> 72 -0.24458075 -0.2965785689 -0.345447981 -0.39154498 -0.43513774
#> 73 -0.12508184 -0.1607356780 -0.194002456 -0.22516683 -0.25444529
#> 74 -0.28952988 -0.3476754361 -0.402413729 -0.45412759 -0.50310462
#> 75 -0.29208797 -0.3505833878 -0.405655682 -0.45768920 -0.50697266
#> 76 -0.11484952 -0.1491038709 -0.181034643 -0.21092038 -0.23897315
#> 77 0.31965876 0.3448325120 0.369634254 0.39404484 0.41804007
#> 78 0.14059311 0.1412758866 0.142697534 0.14473201 0.14727768
#> 79 0.11099246 0.1076267301 0.105183505 0.10351907 0.10251900
#> 80 0.02365228 0.0083409475 -0.005506038 -0.01808454 -0.02954673
#> 81 0.08760430 0.0810397423 0.075542791 0.07095576 0.06715412
#> 82 0.34012340 0.3680961263 0.395569879 0.42253773 0.44898434
#> 83 0.10441454 0.1001491398 0.096847054 0.09436064 0.09257263
#> 84 0.62882108 0.6962792570 0.761447447 0.82449107 0.88551962
#> 85 0.51370745 0.5654214264 0.615559556 0.66421854 0.71145808
#> 86 1.07538888 1.2039245555 1.327399837 1.44624675 1.56076785
#> 87 0.56961979 0.6289809441 0.686419389 0.74206520 0.79600226
#> 88 0.85247042 0.9505173279 1.044886778 1.13587771 1.22369631
#> 89 0.68327166 0.7581770880 0.830454735 0.90030253 0.96785349
#> 90 0.69131134 0.7673163651 0.840643731 0.91149617 0.98001016
#> 91 0.57144699 0.6310580526 0.688735070 0.74460921 0.79876514
#> 92 1.12472329 1.2600064829 1.389923219 1.51493498 1.63536566
#> 93 1.23508620 1.3854638316 1.529790340 1.66859309 1.80224370
#> 94 1.02641991 1.1482580497 1.265339592 1.37806732 1.48672263
#> 95 -0.06770774 -0.0955144736 -0.121290078 -0.14528496 -0.16769081
#> 96 0.26374642 0.2812729942 0.298774421 0.31619818 0.33349590
#> 97 0.35327925 0.3830513069 0.412242781 0.44085459 0.46887709
#> 98 -0.04687766 -0.0718354376 -0.094891317 -0.11628326 -0.13619396
#> 99 -0.06441878 -0.0917756784 -0.117121853 -0.14070575 -0.16271762
#> 100 0.13547695 0.1354599830 0.136213628 0.13760878 0.13954161
#> 101 -0.25042779 -0.3032253158 -0.352858159 -0.39968581 -0.44397896
#> 102 -0.27198876 -0.3277351952 -0.380183193 -0.42970511 -0.47658096
#> 103 -0.41633760 -0.4918267606 -0.563121977 -0.63068178 -0.69484860
#> 104 0.09637486 0.0910098628 0.086658059 0.08316700 0.08041595
#> 105 0.43111799 0.4715361257 0.510890783 0.54922936 0.58657584
#> 106 0.09783662 0.0926715495 0.088510603 0.08520221 0.08262626
#> 107 0.15301807 0.1554002238 0.158444164 0.16203126 0.16606528
#> 108 0.20015985 0.2089896211 0.218188729 0.22766668 0.23734762
#> 109 0.64563133 0.7153886545 0.782751710 0.84789595 0.91093813
#> 110 -0.30122397 -0.3609689300 -0.417234086 -0.47040925 -0.52078706
#> 111 0.07079405 0.0619303448 0.054238527 0.04755088 0.04173561
#> 112 0.17567536 0.1811563683 0.187158606 0.19357697 0.20032501
#> 113 1.58225430 1.7801144318 1.969769694 2.15195470 2.32719118
#> 114 0.49287737 0.5417423904 0.589160795 0.63521684 0.67996123
#> 115 0.41357686 0.4515958849 0.488660247 0.52480687 0.56005218
#> 116 0.84296898 0.9397163641 1.032845238 1.12264887 1.20932933
#> 117 1.00485894 1.1237481704 1.238014558 1.34804802 1.45412063
#> 118 0.36789685 0.3996681743 0.430768227 0.46120666 0.49098014
#> 119 1.20512012 1.3513992534 1.491813175 1.62687135 1.75693244
#> 120 0.54367354 0.5994860046 0.653536721 0.70594028 0.75676934
#> 121 0.84223810 0.9388855208 1.031918966 1.12163127 1.20822418
#> 122 0.76768832 0.8541394971 0.937439189 1.01783572 1.09549861
#> 123 1.73610458 1.9550069610 2.164750019 2.36616022 2.55982580
#> 124 0.36972405 0.4017452827 0.433083908 0.46375067 0.49374302
#> 125 0.15959600 0.1628778142 0.166780615 0.17118969 0.17601165
#> 126 0.07444845 0.0660845617 0.058869889 0.05263890 0.04726137
#> 127 0.20344881 0.2127284163 0.222356954 0.23224590 0.24232081
#> 128 0.10002926 0.0951640796 0.091289420 0.08825502 0.08594171
#> 129 0.27617139 0.2953973315 0.314521050 0.33349744 0.35228349
#> 130 0.18517680 0.1919573321 0.199200146 0.20680581 0.21469199
#> 131 0.21806641 0.2293452837 0.240882401 0.25259797 0.26442386
#> 132 0.26593906 0.2837655244 0.301553238 0.31925099 0.33681135
#> 133 0.45560248 0.4993693786 0.541920906 0.58331907 0.62359845
#> 134 0.46181496 0.5064315472 0.549794221 0.59196870 0.63299225
#> 135 0.73699135 0.8192440756 0.898535751 0.97509638 1.04908220
#> 136 0.42417463 0.4636431137 0.502091196 0.53956212 0.57607689
#> 137 0.28932723 0.3103525122 0.331193952 0.35181430 0.37217624
#> 138 0.35583733 0.3859592587 0.415484734 0.44441621 0.47274512
#> 139 0.29078899 0.3120141989 0.333046497 0.35384950 0.37438654
#> 0.1068 0.0996 0.0929 0.0867 0.0808
#> 1 2.5234172729 2.66308006 2.718600712 2.719789744 2.631223270
#> 2 -0.7224085928 -0.78237673 -0.670966225 -0.466966542 -0.257231116
#> 3 1.1999726049 1.22877970 1.147316826 1.018848259 0.932816594
#> 4 0.4995660940 0.49214675 0.451075665 0.403830362 0.440508304
#> 5 -0.1402032219 -0.15213848 -0.198659840 -0.274878817 -0.340835168
#> 6 0.4674978736 0.53375686 0.641330495 0.786149735 0.926414121
#> 7 -0.8530684170 -0.86771426 -0.867235010 -0.866193648 -0.883532126
#> 8 -0.5134429355 -0.50657355 -0.525192271 -0.558006650 -0.574813515
#> 9 -0.1357427001 -0.21734220 -0.341722087 -0.482687344 -0.580628655
#> 10 -0.2455281145 -0.26777430 -0.310945058 -0.348994923 -0.353337299
#> 11 0.1123469168 0.04120426 -0.059214266 -0.168742278 -0.166706389
#> 12 -0.2479912902 -0.30527809 -0.401791940 -0.533948250 -0.723377035
#> 13 0.5855711265 0.60471871 0.574960559 0.502637470 0.336560382
#> 14 0.4271378751 0.36414706 0.204835525 -0.008882382 -0.299882398
#> 15 -0.4175040319 -0.52899826 -0.545751732 -0.495156080 -0.395822268
#> 16 -0.7927208795 -0.87264816 -0.915409577 -0.954734376 -1.108610146
#> 17 -1.0220921512 -1.17257178 -1.360923260 -1.578268934 -1.861929366
#> 18 -0.6895365103 -0.69708970 -0.651835747 -0.568774491 -0.430948192
#> 19 -0.2275101330 -0.23527400 -0.238498383 -0.237333697 -0.190435082
#> 20 -0.0753070250 -0.09805521 -0.143687377 -0.188184975 -0.227064545
#> 21 -0.7442895765 -0.76777622 -0.787567225 -0.813360708 -0.983960615
#> 22 -0.5330209117 -0.56533452 -0.638168127 -0.756521251 -0.962710523
#> 23 -0.1503267165 -0.15742256 -0.224979858 -0.336808860 -0.664395816
#> 24 -0.4613825241 -0.53258205 -0.653608363 -0.805017761 -0.862419149
#> 25 -0.3735852965 -0.43567498 -0.556684459 -0.712664719 -0.826521231
#> 26 -0.5842499924 -0.66161745 -0.765763853 -0.880727941 -0.961711080
#> 27 -0.3324404605 -0.42230101 -0.587770452 -0.783105694 -0.883996645
#> 28 -0.3073484032 -0.36852475 -0.501151210 -0.684835910 -0.925263275
#> 29 -0.7446028504 -0.88283611 -1.047853647 -1.241594696 -1.453364169
#> 30 0.0045905383 -0.08879947 -0.281756850 -0.532920555 -0.820655810
#> 31 -0.7031931266 -0.79250457 -0.692831866 -0.504908889 -0.378949847
#> 32 0.7862172233 0.81658419 0.745250059 0.625076515 0.513834584
#> 33 -0.3465807984 -0.38096980 -0.428271366 -0.483867471 -0.526522512
#> 34 0.0620279966 0.04626123 -0.007361851 -0.088650287 -0.198308413
#> 35 -0.8943264169 -0.93212052 -0.922259138 -0.897645835 -0.918263943
#> 36 -0.1871336590 -0.19409242 -0.187801886 -0.183407387 -0.220076169
#> 37 -0.6855981826 -0.73829886 -0.832590386 -0.958438330 -1.105350034
#> 38 -0.3018147151 -0.33291402 -0.431231339 -0.575316212 -0.732844648
#> 39 -0.2745053218 -0.30277190 -0.422831310 -0.602091865 -0.775224843
#> 40 -0.6351124005 -0.69118505 -0.763413667 -0.862289046 -1.042354271
#> 41 -1.0855827314 -1.23705600 -1.439925391 -1.671947793 -1.978578485
#> 42 -0.9608164619 -1.11855364 -1.350156404 -1.623781238 -1.971079786
#> 43 -0.7375825390 -0.88286616 -1.091672828 -1.335660038 -1.672421765
#> 44 -0.3589267888 -0.42489238 -0.386413576 -0.304509011 -0.309047710
#> 45 -0.5413311526 -0.59179333 -0.638019354 -0.666672034 -0.670752223
#> 46 -0.6160187096 -0.65938602 -0.690731585 -0.697946599 -0.639388770
#> 47 -0.4853323649 -0.51580445 -0.494479406 -0.427522409 -0.233545029
#> 48 -0.5987898396 -0.59242645 -0.601847179 -0.622191610 -0.647027654
#> 49 -0.6573636112 -0.63229126 -0.568008477 -0.495593836 -0.483185063
#> 50 -0.8033202853 -0.76773579 -0.687021587 -0.592352110 -0.578456437
#> 51 -0.5006861494 -0.45952549 -0.400499551 -0.348701013 -0.362398733
#> 52 0.4248427075 0.48609700 0.531462773 0.562673839 0.578706358
#> 53 0.2143051333 0.26803715 0.380391392 0.516283227 0.627491634
#> 54 1.2148972421 1.31410434 1.391616310 1.452993772 1.500148520
#> 55 0.6693717883 0.75089962 0.819878998 0.877911903 0.933331552
#> 56 0.5613345468 0.54230830 0.479625644 0.404348259 0.441963184
#> 57 0.0277635782 -0.02394308 -0.098607756 -0.177445699 -0.143647519
#> 58 0.1639463447 0.13365756 0.063444830 -0.011703604 0.046915514
#> 59 0.5028510742 0.46864686 0.371674244 0.251881639 0.260258331
#> 60 0.3370566799 0.32902987 0.251311039 0.125363683 -0.131890968
#> 61 -0.6176953162 -0.63840112 -0.652728945 -0.664991175 -0.757883395
#> 62 0.3608913473 0.38469345 0.359481383 0.310787590 0.180552301
#> 63 -0.6389291058 -0.66196930 -0.659445700 -0.640892699 -0.696383245
#> 64 -0.7174613022 -0.78574426 -0.870173878 -0.959344835 -1.067784642
#> 65 -0.6923389479 -0.80010417 -0.920100317 -1.036232551 -1.100099127
#> 66 0.0767846815 0.06502502 0.097159618 0.170188549 0.254509397
#> 67 2.0099302245 2.13596738 2.158468574 2.149026106 2.150389628
#> 68 2.0368718451 2.16041799 2.191916484 2.193146082 2.184443504
#> 69 0.5551216197 0.59484831 0.560709094 0.492638977 0.429757577
#> 70 1.0929392489 1.16692174 1.145357935 1.082686233 1.016562035
#> 71 0.2969948751 0.34749408 0.350335780 0.329220052 0.308472201
#> 72 -0.4398226493 -0.45278506 -0.437755387 -0.409822400 -0.398592757
#> 73 -0.2386774269 -0.23044177 -0.216047068 -0.199758575 -0.178197674
#> 74 -0.5046024708 -0.50719944 -0.528206852 -0.567756042 -0.623870089
#> 75 -0.5075256004 -0.51121639 -0.475625792 -0.416632620 -0.320219453
#> 76 -0.2247091185 -0.22540954 -0.230594410 -0.231438982 -0.155828319
#> 77 0.4779999336 0.51284422 0.473313908 0.393206703 0.326826246
#> 78 0.1803108001 0.20081483 0.234919690 0.283950078 0.370441608
#> 79 0.1547945749 0.21493013 0.281480652 0.352235260 0.442609573
#> 80 -0.0018391982 0.04192244 0.128003551 0.225299732 0.272658187
#> 81 0.1063472201 0.15736050 0.212338745 0.265336261 0.325469462
#> 82 0.5115228868 0.58645122 0.623087395 0.633212434 0.623167607
#> 83 0.1201993308 0.16444185 0.208333451 0.248718601 0.286294273
#> 84 0.9467357387 1.02121777 1.067277162 1.102098012 1.203587159
#> 85 0.7735025105 0.84035117 0.900869806 0.963294526 1.070891756
#> 86 1.6849447016 1.81222618 1.885509071 1.936173398 1.996613772
#> 87 0.8753936033 0.96140720 1.005494333 1.031558635 1.099998005
#> 88 1.3182319781 1.42541743 1.463541660 1.476474732 1.546689834
#> 89 1.0381766236 1.12484144 1.218333061 1.337862734 1.580390305
#> 90 1.0586316596 1.08148641 1.155100544 1.265445624 1.288403190
#> 91 0.8737716284 0.90402225 0.962582744 1.045520664 1.010182617
#> 92 1.7572480605 1.83046857 1.917965298 2.017930012 1.964868966
#> 93 1.9029733747 1.94060306 1.939564867 1.933085720 1.882683438
#> 94 1.5885515273 1.63342661 1.726813917 1.846286346 1.846270963
#> 95 -0.2273014684 -0.27982843 -0.353654547 -0.430434171 -0.366897107
#> 96 0.3339634998 0.33268423 0.542863030 0.850074855 1.124791944
#> 97 0.5334109862 0.61386166 0.659058912 0.680094665 0.625853023
#> 98 -0.1178007015 -0.08378583 0.019734115 0.172881259 0.452975755
#> 99 -0.1347589750 -0.10029238 -0.100020460 -0.122673132 -0.138045561
#> 100 0.1614751128 0.19351992 0.202313982 0.192723163 0.164910463
#> 101 -0.4177438506 -0.37123431 -0.264798719 -0.136088181 -0.047406663
#> 102 -0.4569315942 -0.41596945 -0.296689022 -0.140820885 0.004018784
#> 103 -0.6968685570 -0.68536471 -0.603347779 -0.497275762 -0.454817398
#> 104 0.0004984904 -0.09251528 -0.070367108 0.010328528 0.090510656
#> 105 0.5321377191 0.45125787 0.418744149 0.414018077 0.404895748
#> 106 0.0028400976 -0.08972080 -0.022923528 0.129938049 0.293111768
#> 107 0.1621496465 0.17362912 0.217391487 0.278243792 0.364217334
#> 108 0.2527798101 0.26656932 0.269556053 0.268873908 0.310176060
#> 109 0.9777552589 1.03443537 1.098632798 1.151171277 1.136650361
#> 110 -0.5712733959 -0.64759405 -0.634390455 -0.564917585 -0.440077536
#> 111 0.0361306117 -0.02029979 -0.100615787 -0.180933893 -0.154884798
#> 112 0.1907816989 0.12699910 0.072341215 0.044646547 0.182931679
#> 113 2.4773704611 2.59477405 2.571424532 2.487922735 2.496609984
#> 114 0.7234293527 0.76343633 0.740309265 0.679652269 0.509182025
#> 115 0.5741304290 0.61014642 0.630964838 0.674070644 0.858734380
#> 116 1.2858089569 1.36102847 1.521257462 1.739100125 2.059814474
#> 117 1.5496697914 1.63334820 1.723266612 1.830529658 2.041358991
#> 118 0.5245468026 0.54908148 0.490463201 0.383668903 0.290276289
#> 119 1.8829474220 2.01351296 2.235782123 2.516254952 2.866307681
#> 120 0.8084211296 0.87205160 1.126581940 1.484554672 1.829978504
#> 121 1.2911823326 1.36907311 1.562689093 1.820923577 2.064677634
#> 122 1.1775710056 1.25244160 1.455418974 1.725038706 1.990802965
#> 123 2.7347135981 2.89206386 3.022667466 3.156773346 3.366619581
#> 124 0.4911139556 0.51252709 0.560836171 0.631099005 0.703003452
#> 125 0.1653185160 0.18016889 0.236891437 0.317218613 0.359466578
#> 126 0.0249725790 0.03439811 0.060615278 0.096279552 0.107662021
#> 127 0.2319172442 0.25283005 0.257401792 0.253785792 0.225550078
#> 128 0.0670897902 0.07884787 0.075540124 0.061247616 -0.009675202
#> 129 0.3644447929 0.40739645 0.438468945 0.458490995 0.457031212
#> 130 0.2496863176 0.31170198 0.463635712 0.659849361 0.836458433
#> 131 0.3095137524 0.37213951 0.484642008 0.623036130 0.755510651
#> 132 0.3798537210 0.44927181 0.562703159 0.698843660 0.840742467
#> 133 0.6834103889 0.75818235 0.832328332 0.907857350 0.992911895
#> 134 0.6976133169 0.78739444 0.906462780 1.043028878 1.167509699
#> 135 1.0725673806 1.12740727 1.132056533 1.116956680 1.207534463
#> 136 0.5759509712 0.60178935 0.602366976 0.585991332 0.603054508
#> 137 0.3587927675 0.37173842 0.364899981 0.342892630 0.349520803
#> 138 0.4994441008 0.55531441 0.621176268 0.684661937 0.729643103
#> 139 0.3908336330 0.42390213 0.454962198 0.473281706 0.468466885
#> 0.0754 0.0703 0.0656 0.0611 0.0570 0.0532
#> 1 2.629620942 2.67144917 2.70064567 2.71980703 2.75648001 2.81058406
#> 2 -0.080485137 0.13828102 0.30331798 0.42587468 0.55211187 0.69164375
#> 3 0.817827234 0.64193030 0.49840260 0.37919106 0.25586252 0.11671632
#> 4 0.396253542 0.30720592 0.04171972 -0.40589437 -0.87933137 -1.40865087
#> 5 -0.402005800 -0.35668640 -0.38205016 -0.47995091 -0.59383474 -0.73138029
#> 6 1.080653834 1.20356729 1.30606014 1.39766576 1.50551780 1.63731764
#> 7 -0.889621214 -0.90914905 -0.91114724 -0.89498164 -0.88122880 -0.86900157
#> 8 -0.593368747 -0.67910307 -0.73525503 -0.76240516 -0.78683961 -0.80988068
#> 9 -0.713515224 -0.87277824 -1.03454907 -1.20886608 -1.40540400 -1.63954208
#> 10 -0.374301140 -0.42637048 -0.37655131 -0.22652218 -0.07468000 0.08575286
#> 11 -0.258803304 -0.38254312 -0.51855688 -0.67335594 -0.84065178 -1.03281659
#> 12 -0.882095058 -1.05942172 -1.25160296 -1.46916178 -1.71010338 -1.99234022
#> 13 0.259680430 0.26587916 0.32039137 0.42115601 0.52182938 0.62585670
#> 14 -0.532347454 -0.80439612 -1.07697862 -1.36728494 -1.69005605 -2.07095693
#> 15 -0.347557201 -0.30399160 -0.29078863 -0.30742684 -0.33630336 -0.38030650
#> 16 -1.193074517 -1.28839008 -1.43056467 -1.62624207 -1.84715616 -2.10868660
#> 17 -2.110721915 -2.38856392 -2.70304832 -3.07320859 -3.49290729 -3.99276536
#> 18 -0.327384051 -0.13720028 0.04140589 0.21638129 0.39269760 0.58198586
#> 19 -0.189094533 -0.18905450 -0.28417398 -0.47484498 -0.67877695 -0.90842502
#> 20 -0.271204645 -0.32333547 -0.33844948 -0.32049903 -0.31280445 -0.31806145
#> 21 -1.034753609 -1.12102327 -1.27780935 -1.51037717 -1.76655231 -2.06294104
#> 22 -1.101587728 -1.22815795 -1.33310724 -1.42366423 -1.52858721 -1.65638642
#> 23 -0.807940240 -0.90228883 -1.01618755 -1.15986969 -1.33414705 -1.55401722
#> 24 -1.001484052 -1.18536569 -1.32355349 -1.42421696 -1.53524541 -1.66558888
#> 25 -0.984598049 -1.14805470 -1.27472460 -1.37441269 -1.49261804 -1.64011183
#> 26 -1.090697740 -1.23480106 -1.38011691 -1.53629004 -1.71842361 -1.94124696
#> 27 -1.063518186 -1.26949418 -1.47115874 -1.68164690 -1.92076829 -2.20729803
#> 28 -1.139801552 -1.33708571 -1.61496623 -1.98850545 -2.40423567 -2.89190903
#> 29 -1.667003963 -1.90900210 -2.19546352 -2.54163138 -2.92549092 -3.37385536
#> 30 -1.078922426 -1.39959079 -1.71016655 -2.02925987 -2.38175140 -2.79449146
#> 31 -0.226462338 -0.04241959 0.05777984 0.08378087 0.11029386 0.14149086
#> 32 0.429905443 0.30850600 0.22106119 0.16266575 0.10536434 0.04350840
#> 33 -0.578137347 -0.64933980 -0.63997292 -0.55233213 -0.46372726 -0.37052484
#> 34 -0.278767067 -0.37029671 -0.39855420 -0.36742565 -0.33694059 -0.30742793
#> 35 -0.923221713 -0.94067673 -1.00483116 -1.11619374 -1.24028248 -1.38469557
#> 36 -0.238745241 -0.26263076 -0.30010399 -0.35184786 -0.40903311 -0.47616288
#> 37 -1.243685037 -1.42836919 -1.56972366 -1.67651514 -1.79837551 -1.94532690
#> 38 -0.879939704 -1.05223013 -1.17100330 -1.24475432 -1.32976821 -1.43410006
#> 39 -0.954685552 -1.19262470 -1.37097516 -1.50041172 -1.64156372 -1.80610607
#> 40 -1.173253128 -1.34656361 -1.50539018 -1.65815423 -1.82806529 -2.02782003
#> 41 -2.228770848 -2.48281091 -2.75456578 -3.06344760 -3.42412858 -3.86421183
#> 42 -2.268931688 -2.59922541 -2.93241504 -3.29133170 -3.70472228 -4.20440354
#> 43 -1.943071235 -2.24329774 -2.55142115 -2.88867959 -3.27739156 -3.74775266
#> 44 -0.273820797 -0.17202781 -0.10513229 -0.07070987 -0.04624325 -0.03132495
#> 45 -0.708020679 -0.76814808 -0.82395253 -0.87996121 -0.95375248 -1.05263020
#> 46 -0.644714661 -0.66744588 -0.65646487 -0.61335818 -0.57948844 -0.55492883
#> 47 -0.151162446 -0.11141369 -0.02297939 0.11938473 0.27183165 0.44385582
#> 48 -0.664311018 -0.70469438 -0.78122459 -0.89485190 -1.01704371 -1.15516849
#> 49 -0.426523200 -0.38326428 -0.42571126 -0.54959500 -0.67692489 -0.81343434
#> 50 -0.499468403 -0.42113819 -0.41370907 -0.47148370 -0.53134764 -0.59490074
#> 51 -0.326579976 -0.27315258 -0.25867871 -0.27881868 -0.29759015 -0.31486540
#> 52 0.612583400 0.61162620 0.58296876 0.53006458 0.48657019 0.45051360
#> 53 0.747240726 0.84424212 0.83408918 0.72509470 0.62387693 0.52672548
#> 54 1.558810718 1.56634748 1.53544094 1.47119696 1.42432028 1.39249963
#> 55 0.992564751 1.02177299 1.01948181 0.99105901 0.97649037 0.97573133
#> 56 0.410290033 0.45202330 0.44405178 0.38512477 0.31734999 0.23519333
#> 57 -0.191695925 -0.23445839 -0.38358624 -0.64308460 -0.92153812 -1.23645670
#> 58 0.008206253 -0.07106538 -0.16582526 -0.27929565 -0.39888366 -0.53311036
#> 59 0.169067686 0.03243606 -0.15941307 -0.41333072 -0.68074204 -0.97985405
#> 60 -0.290903028 -0.48209457 -0.82043533 -1.31887864 -1.85578466 -2.46715579
#> 61 -0.805991130 -0.86186014 -0.95055757 -1.07669559 -1.22440702 -1.40510578
#> 62 0.112093034 0.05174412 -0.03357280 -0.14934617 -0.28191243 -0.44284096
#> 63 -0.708408137 -0.70450208 -0.73739255 -0.80936690 -0.90121977 -1.02059462
#> 64 -1.179158533 -1.30676486 -1.39474574 -1.45165604 -1.53082740 -1.64102798
#> 65 -1.196470521 -1.19861986 -1.24015648 -1.32836841 -1.44934302 -1.61354148
#> 66 0.325764053 0.46907939 0.56139799 0.60610185 0.64042530 0.66488735
#> 67 2.176484656 2.23934341 2.33836511 2.47595270 2.62727602 2.79831492
#> 68 2.207563276 2.28273221 2.34982012 2.41077587 2.47932340 2.55639564
#> 69 0.375259952 0.26117054 0.11737750 -0.06024299 -0.24312775 -0.44397288
#> 70 0.974370284 0.87474036 0.80103522 0.75054129 0.70560922 0.66120090
#> 71 0.307432389 0.35885926 0.37277750 0.35044572 0.32493455 0.29403972
#> 72 -0.365270039 -0.32346812 -0.32698317 -0.37346257 -0.42463263 -0.48293002
#> 73 -0.151476832 -0.16305624 -0.17462785 -0.18377382 -0.18778295 -0.18620032
#> 74 -0.657750148 -0.66281086 -0.65306308 -0.62888125 -0.60842774 -0.59096615
#> 75 -0.237013300 -0.09419378 0.04157263 0.17740565 0.31865913 0.47529141
#> 76 -0.096806845 0.20873680 0.50655115 0.80443813 1.10023835 1.41194627
#> 77 0.277224611 0.23341961 0.19022275 0.14591726 0.10231095 0.05577098
#> 78 0.447099251 0.53573681 0.58465354 0.59933905 0.61975109 0.64816008
#> 79 0.528310041 0.57348083 0.60293031 0.62345725 0.65926312 0.71427670
#> 80 0.352718783 0.41500736 0.44747086 0.45673293 0.47674319 0.51019007
#> 81 0.384453397 0.42635608 0.46187265 0.49656742 0.54359513 0.60691682
#> 82 0.639582733 0.67465591 0.69654972 0.70846558 0.72809936 0.75651688
#> 83 0.324240859 0.32748250 0.29782716 0.23851278 0.18463124 0.13352070
#> 84 1.260315569 1.34967273 1.43461613 1.52122488 1.62338851 1.74727889
#> 85 1.150413133 1.19302559 1.23607475 1.28599196 1.35501164 1.44806678
#> 86 2.062366664 2.04002440 1.97017774 1.85743842 1.76466527 1.68663389
#> 87 1.148463601 1.16084973 1.11588434 1.01758006 0.92965858 0.84754133
#> 88 1.599594510 1.73998022 1.87581428 2.01308778 2.16368096 2.33579666
#> 89 1.745359111 1.94359936 2.08107093 2.16938007 2.27633868 2.41005593
#> 90 1.406916374 1.45538407 1.52364078 1.61816191 1.73290925 1.87510398
#> 91 1.099633257 1.15786004 1.22845265 1.31601486 1.41522615 1.53155817
#> 92 2.076587699 2.30199801 2.53973029 2.79819362 3.07297425 3.37929178
#> 93 1.901244361 1.88355824 1.84791723 1.79404153 1.74738618 1.70296194
#> 94 1.971112007 2.16020043 2.33073482 2.49161531 2.67020467 2.87717703
#> 95 -0.413161616 -0.32506661 -0.21591142 -0.08648861 0.03233989 0.14543746
#> 96 1.397837452 1.73986997 2.02060182 2.26033160 2.52988663 2.84985746
#> 97 0.653092341 0.81072367 0.95043680 1.07670366 1.20406125 1.33915086
#> 98 0.643274860 0.86579890 1.11545157 1.40709834 1.72664449 2.09645727
#> 99 -0.150864164 -0.19480668 -0.18769475 -0.12840791 -0.06005726 0.02128991
#> 100 0.148228493 0.08923700 0.05475992 0.04486551 0.04065216 0.04107654
#> 101 0.076275429 0.22551491 0.31750725 0.36207641 0.41598825 0.48527166
#> 102 0.161116745 0.34952687 0.47764648 0.55737344 0.64904634 0.76149454
#> 103 -0.364776868 -0.25068478 -0.20336007 -0.21574194 -0.22722202 -0.23624766
#> 104 0.139195488 0.21209898 0.25173773 0.26064006 0.26453370 0.26272409
#> 105 0.383039170 0.41792923 0.44721920 0.46900199 0.48085094 0.48036967
#> 106 0.416164680 0.57042951 0.67834396 0.74710464 0.81725990 0.89334002
#> 107 0.419236915 0.47264650 0.56339836 0.69654246 0.84217988 1.00887726
#> 108 0.315431352 0.24123056 0.25181533 0.34867303 0.46224644 0.59872318
#> 109 1.171332251 1.19120033 1.27924700 1.44069237 1.62673889 1.84819157
#> 110 -0.362795543 -0.34668373 -0.28855841 -0.18401672 -0.07047256 0.05974957
#> 111 -0.198239056 -0.35832476 -0.39024281 -0.29675682 -0.18990624 -0.06453984
#> 112 0.206847953 0.13369490 0.17648933 0.33670537 0.51612013 0.72516097
#> 113 2.462326709 2.33139771 2.40550415 2.68545894 3.00937616 3.39368302
#> 114 0.435845286 0.37597024 0.38699313 0.46508452 0.54300698 0.62172142
#> 115 0.942188269 1.01208018 1.19805032 1.50629804 1.83698066 2.20875010
#> 116 2.297670289 2.46702379 2.68816877 2.97852138 3.31860455 3.73201938
#> 117 2.181236517 2.24694096 2.40579158 2.66900620 2.97669132 3.34843272
#> 118 0.190271856 0.02802861 -0.07606885 -0.12729905 -0.17532204 -0.22543916
#> 119 3.162775262 3.40376475 3.74448471 4.20769638 4.73912364 5.37437458
#> 120 2.171415554 2.50987113 2.83403415 3.16779336 3.54803070 4.00244232
#> 121 2.320567173 2.57487612 2.84355666 3.14519380 3.48973600 3.90087003
#> 122 2.261685559 2.57233881 2.87904880 3.20231334 3.56866816 4.00386408
#> 123 3.543138784 3.67066555 3.97647099 4.47583213 5.04152523 5.70783780
#> 124 0.764900723 0.86382655 0.97342154 1.09820268 1.22847601 1.37071946
#> 125 0.420841936 0.52186855 0.63013629 0.75025791 0.87381080 1.00721979
#> 126 0.124781614 0.17911310 0.25166311 0.34429799 0.43587083 0.53017479
#> 127 0.206433626 0.22504424 0.27780474 0.36446948 0.44919744 0.53451244
#> 128 -0.052958369 -0.11152281 -0.15082521 -0.17368722 -0.20296639 -0.24308679
#> 129 0.458635019 0.45266437 0.51014857 0.63302425 0.76661507 0.91735698
#> 130 1.021112436 1.22466429 1.45040551 1.71278413 2.00389735 2.34363041
#> 131 0.894559705 1.03555608 1.23701304 1.51049006 1.81270357 2.16334864
#> 132 0.975159701 1.11137239 1.31908857 1.60985438 1.93096338 2.30300393
#> 133 1.072080842 1.10257081 1.21898420 1.42860898 1.66696593 1.94862380
#> 134 1.305689117 1.46030899 1.69421626 2.01924772 2.37635075 2.78779736
#> 135 1.205806742 1.25326992 1.38510577 1.60429904 1.84011336 2.10431225
#> 136 0.577245032 0.58277170 0.64560749 0.76647170 0.89484850 1.03618712
#> 137 0.312131419 0.27332681 0.29863580 0.38758030 0.48289008 0.58804856
#> 138 0.778887486 0.87268375 1.03947673 1.28572088 1.55101836 1.85057302
#> 139 0.466833898 0.45642638 0.49310812 0.57907519 0.67675966 0.79105476
#> 0.0496 0.0462 0.0431 0.0402 0.0375 0.0350
#> 1 2.969226873 3.40310863 3.56455304 3.333055682 3.212403980 3.09504331
#> 2 0.803543108 0.60434599 0.54508992 -0.024983400 -0.598400697 -1.17305410
#> 3 -0.001097695 0.04347747 0.03294558 0.027410556 -0.007734522 -0.03184525
#> 4 -2.322806368 -3.75796995 -4.26906917 -4.767335380 -5.398364192 -6.09964012
#> 5 -1.153227362 -1.89374360 -2.10307873 -2.695190066 -3.314411415 -3.90400765
#> 6 1.729617763 1.56690579 1.49007071 1.416671303 1.317270522 1.23009833
#> 7 -0.919680429 -1.03759279 -1.06548784 -1.080496142 -1.109531273 -1.15259263
#> 8 -0.820460025 -0.66574315 -0.56630001 -0.249442615 0.068434512 0.33070591
#> 9 -1.846054675 -1.88903873 -1.92866825 -2.088168300 -2.285772080 -2.51327114
#> 10 0.421359861 0.95343575 1.07038498 0.989650405 0.909472143 0.85087440
#> 11 -1.351898482 -1.48471477 -1.39611195 -1.324602466 -1.251937903 -1.24356626
#> 12 -2.357996790 -2.65706914 -2.84121279 -2.774078551 -2.720461380 -2.71734709
#> 13 0.665006584 0.75206288 0.76069623 0.429704821 0.146440847 -0.08136854
#> 14 -2.609071912 -3.05178877 -3.27017661 -3.746308794 -4.279742061 -4.86866119
#> 15 -0.544636247 -0.90410055 -0.97620372 -1.265225967 -1.612984955 -1.95815850
#> 16 -2.478748303 -2.93895147 -3.16534410 -2.888681056 -2.637707801 -2.43279327
#> 17 -4.757449665 -5.67541926 -6.08359990 -6.047379407 -6.122530039 -6.23549933
#> 18 0.601246247 0.08777725 -0.12939010 -0.279686148 -0.476728689 -0.56602214
#> 19 -1.368506091 -2.18701661 -2.45497879 -2.417712817 -2.442796802 -2.48226342
#> 20 -0.395790249 -0.53801420 -0.65374769 -0.513328931 -0.383268993 -0.24890851
#> 21 -2.679933091 -3.65728528 -3.96555734 -4.382349321 -4.908140143 -5.48686042
#> 22 -1.794768659 -1.70440957 -1.65043811 -1.726438946 -1.770935449 -1.85820740
#> 23 -2.069684703 -2.98071250 -3.38902589 -3.579494002 -3.856596578 -4.07265286
#> 24 -1.772032848 -1.56908305 -1.50858286 -1.484258182 -1.446785864 -1.47436330
#> 25 -1.863250375 -2.08350058 -2.26149590 -2.464265427 -2.700709146 -2.93510325
#> 26 -2.321052898 -2.83856772 -3.07964592 -2.973212150 -2.920244201 -2.87449407
#> 27 -2.719058459 -3.33522096 -3.53964812 -3.488614241 -3.528792012 -3.55736920
#> 28 -3.398683503 -3.77400817 -3.91601425 -3.578724016 -3.248813608 -2.97340887
#> 29 -4.059831208 -4.76240000 -5.09039752 -5.258022969 -5.484174335 -5.80296174
#> 30 -3.461416152 -3.99889667 -4.16142524 -4.202280947 -4.310871133 -4.48302563
#> 31 0.500864869 1.12049331 1.36224236 1.386581814 1.497020020 1.53112783
#> 32 -0.164041619 -0.30164232 -0.34674144 -0.839106732 -1.361138021 -1.90989863
#> 33 -0.223934845 0.07877929 0.11000496 0.009747344 -0.074443050 -0.16615615
#> 34 -0.309188963 -0.24397464 -0.28456387 -0.371678444 -0.466154884 -0.53813480
#> 35 -1.585457502 -1.93415025 -2.10634057 -2.118405853 -2.152773435 -2.23320858
#> 36 -0.628782090 -0.91451675 -1.08307836 -1.224548983 -1.375753693 -1.54540686
#> 37 -2.047839203 -1.95459932 -2.01240826 -1.964496354 -1.925092100 -1.93534590
#> 38 -1.611952074 -1.69297507 -1.77325387 -1.786040295 -1.815541822 -1.85595830
#> 39 -2.009653963 -2.01911777 -2.09812177 -2.118953538 -2.158668678 -2.23994709
#> 40 -2.250307119 -2.35148919 -2.47644555 -2.572039186 -2.678932720 -2.85342132
#> 41 -4.693975593 -5.87938952 -6.36231473 -6.857179794 -7.514905060 -8.16364077
#> 42 -4.634196157 -4.77451537 -4.94877936 -5.049694969 -5.211165265 -5.44542303
#> 43 -4.569723579 -5.62301020 -6.13406465 -6.726116278 -7.451824789 -8.22276959
#> 44 -0.026803514 -0.23249736 -0.38503880 -0.140795240 0.117420698 0.42672610
#> 45 -1.383073754 -2.08313671 -2.41362935 -2.429979168 -2.527036460 -2.61089578
#> 46 -0.605418874 -0.89525850 -1.06097139 -1.123461656 -1.248006726 -1.33433623
#> 47 0.659130250 0.80110566 0.78004998 0.749030273 0.707230060 0.66374673
#> 48 -1.401583438 -1.81553504 -1.95804852 -1.817305971 -1.722764490 -1.64719109
#> 49 -0.979794897 -1.25359087 -1.29087497 -1.161946525 -1.039673092 -0.97657171
#> 50 -0.740648157 -1.15006250 -1.26150685 -1.261176216 -1.289086592 -1.34330059
#> 51 -0.357367243 -0.56041621 -0.61355313 -0.785074296 -0.966704443 -1.14492611
#> 52 0.527168379 0.75430504 0.86073350 0.852463036 0.868784078 0.84280090
#> 53 0.368356058 -0.02192035 -0.13542440 -0.149799571 -0.176753167 -0.24469664
#> 54 1.355482039 1.31733484 1.32056122 1.137589723 0.962428776 0.75678704
#> 55 1.010800251 1.04911955 1.07748711 0.834656378 0.602868959 0.34438837
#> 56 -0.040269718 -0.55685113 -0.69165096 -0.694879951 -0.736587269 -0.69845273
#> 57 -1.886609984 -2.89704913 -3.22919045 -3.344739509 -3.548894050 -3.76896894
#> 58 -0.536031100 -0.27577965 -0.12210738 0.208531718 0.535977345 0.83587159
#> 59 -1.420256324 -1.86648245 -1.97345233 -2.188106836 -2.463930198 -2.78042265
#> 60 -3.419961148 -4.63182253 -5.07948401 -5.463013365 -5.933722839 -6.51390078
#> 61 -1.722404465 -2.31994858 -2.58909172 -2.716594059 -2.902684045 -3.09849691
#> 62 -0.642556358 -0.98709537 -1.16502501 -1.586774443 -2.054941534 -2.50541676
#> 63 -1.337374389 -2.06391640 -2.38443695 -2.517150957 -2.712207061 -2.89483635
#> 64 -1.764853194 -1.83580960 -1.94666005 -2.205801642 -2.475817560 -2.79024368
#> 65 -1.652594770 -1.63942531 -1.63173557 -1.504691063 -1.397989389 -1.22964833
#> 66 0.730392478 0.58287034 0.48354921 0.527854081 0.579450403 0.67577687
#> 67 2.977615177 3.04627082 3.10885392 3.386490345 3.651863716 4.07770876
#> 68 2.626924240 2.63445136 2.71822822 2.956320055 3.213358263 3.58148179
#> 69 -0.806984927 -1.28612177 -1.44458153 -1.496173164 -1.612446383 -1.75018770
#> 70 0.687252944 1.04645467 1.19641551 1.290868798 1.433866523 1.50584614
#> 71 0.278375215 0.22368900 0.19880329 0.121407419 0.062864195 0.01662563
#> 72 -0.576992223 -0.75016061 -0.83714679 -1.011439427 -1.187871011 -1.41160045
#> 73 -0.095895557 0.08335169 0.11493147 0.033136270 -0.050693744 -0.17235497
#> 74 -0.568778594 -0.45931448 -0.35738743 -0.306367318 -0.232154435 -0.15561598
#> 75 0.752225898 1.03301024 1.14367741 1.181730771 1.253441467 1.35444885
#> 76 1.585353897 1.34365798 1.35120153 1.483207924 1.636990027 2.01597455
#> 77 0.069863455 0.27990547 0.39127605 0.581910759 0.792666425 1.00748371
#> 78 0.897381420 1.30784846 1.51677071 1.800197687 2.105243490 2.42483649
#> 79 0.872143941 1.17088343 1.36409002 1.497037976 1.658412151 1.77972440
#> 80 0.666421793 0.93502986 1.09943094 1.308437906 1.559270498 1.78099223
#> 81 0.727198165 0.94131002 1.05801453 1.086252449 1.154247043 1.18617741
#> 82 0.834509977 0.89729800 0.93552642 0.821925721 0.717213526 0.64709106
#> 83 0.190555059 0.42590876 0.57506454 0.766885235 0.997882458 1.16754131
#> 84 1.983034591 2.39132929 2.59837929 2.815054919 3.116123079 3.42599413
#> 85 1.516814114 1.60422984 1.68921116 1.797201574 1.927933290 2.04436895
#> 86 1.668030863 1.84066188 2.00631341 2.089808233 2.194608016 2.23652359
#> 87 0.781107374 0.76370708 0.90215849 0.956168630 1.002137486 1.03547294
#> 88 2.595840809 2.81405073 2.93718922 2.891788315 2.881628254 2.98574797
#> 89 2.609881388 2.77340338 2.96019378 3.432319277 3.952730617 4.50661527
#> 90 1.979169230 2.09945357 2.18318208 2.212661980 2.223434996 2.23481251
#> 91 1.813575654 2.26813171 2.45161241 2.694669767 2.946756234 3.22058728
#> 92 3.458390125 3.21576058 3.16786706 3.002341319 2.860098082 2.85353467
#> 93 1.463353505 1.15661382 1.08319551 1.104620750 1.094440949 1.09659926
#> 94 3.192261882 3.79626302 4.08377098 4.627446742 5.313530881 5.99008927
#> 95 0.410336701 0.95111622 1.25277448 1.880692031 2.621252651 3.42682562
#> 96 3.403018992 4.23169729 4.72102257 5.668221635 6.810430820 7.92482374
#> 97 1.444689285 1.32344414 1.29647887 1.215854389 1.161080804 1.22739001
#> 98 2.597350164 3.00482314 3.18583083 3.350133753 3.543412525 3.81759676
#> 99 0.131492193 0.34481428 0.42876791 0.460494964 0.502526019 0.54091826
#> 100 0.076255927 0.27059546 0.34090976 0.249578702 0.186882304 0.07403190
#> 101 0.606633435 0.61641281 0.63693133 0.781308383 0.956939653 1.11859832
#> 102 0.817741816 0.54988989 0.45113476 0.387195860 0.320624232 0.26417070
#> 103 -0.287082952 -0.52151117 -0.56394035 -0.346160513 -0.121784639 0.08997936
#> 104 0.206753043 0.05128422 -0.01102269 -0.084428108 -0.144592332 -0.20541115
#> 105 0.275615349 -0.15922158 -0.39727041 -0.545376042 -0.694620238 -0.80177509
#> 106 0.934728421 0.86228526 0.85575869 0.955909735 1.091826326 1.22240994
#> 107 1.243761128 1.53044537 1.64370532 1.613754018 1.618276550 1.64280158
#> 108 0.835563459 1.32231171 1.46657959 1.449724580 1.458786002 1.43596852
#> 109 2.386631596 3.41225219 3.73176889 3.238616628 2.860439037 2.44377409
#> 110 0.187250445 0.33818084 0.38185304 0.483105960 0.570229492 0.63148343
#> 111 0.084509047 0.57598819 0.70513625 0.955484254 1.209271756 1.41407418
#> 112 0.915890778 1.30503451 1.40278020 1.721521271 2.035984777 2.33609737
#> 113 4.302032354 6.21967354 6.89906818 7.235903438 7.723009000 8.21849611
#> 114 0.748721297 0.99226422 1.02841528 1.034425944 1.061594182 1.14370313
#> 115 2.682794047 3.15207110 3.27620451 3.081497098 2.890336339 2.78477094
#> 116 4.502685674 5.65188601 6.06197256 6.421631870 6.896966297 7.35103165
#> 117 3.959730485 4.92033167 5.29209436 5.742276563 6.268455382 6.82469014
#> 118 -0.159282002 0.25151602 0.38268021 0.352001903 0.339316424 0.29613454
#> 119 6.517965901 8.29664948 9.03641653 9.402900936 9.960577239 10.51460241
#> 120 4.712657170 5.52759522 5.94619154 6.379808258 6.927679165 7.49335924
#> 121 4.489254816 5.20694255 5.58471982 5.912410116 6.336637906 6.80140558
#> 122 4.624268912 5.37945175 5.77500077 6.038358828 6.429335278 6.85437217
#> 123 6.802691459 8.55769849 9.29792970 9.718396627 10.292016732 10.96048321
#> 124 1.633234105 1.87220254 1.92805000 2.099992755 2.306299657 2.57602449
#> 125 1.105535224 0.99388777 0.94875272 0.966867548 0.987615640 1.07843773
#> 126 0.552741380 0.34066029 0.21799210 0.082933895 -0.059783545 -0.14102131
#> 127 0.616581238 0.56687161 0.51098558 0.447134227 0.379204144 0.39345654
#> 128 -0.326597602 -0.47364139 -0.54457684 -0.566909896 -0.601117849 -0.62325736
#> 129 1.201878108 1.61921962 1.71362751 1.816852774 1.969658746 2.14973403
#> 130 2.853223672 3.39197032 3.62178531 3.948176190 4.352618259 4.79973416
#> 131 2.669654031 3.29920864 3.59373701 4.119074086 4.718187305 5.37223942
#> 132 2.913736613 3.69985778 3.99874172 4.336476312 4.757165568 5.23119661
#> 133 2.495817366 3.41679801 3.78113086 4.172661893 4.649327479 5.13280751
#> 134 3.361279871 4.00173408 4.22709522 4.445969019 4.740189343 5.11016916
#> 135 2.574341341 3.24259770 3.45286318 3.613296155 3.853861244 4.19723773
#> 136 1.350047650 1.83719283 1.93569489 2.135575554 2.405275846 2.72909309
#> 137 0.922939811 1.61548861 1.84036435 2.282555507 2.816425597 3.35875951
#> 138 2.362140158 3.03185198 3.20576043 3.371488428 3.632115693 3.95741873
#> 139 1.120988168 1.79541994 2.04375033 2.450020434 2.948520194 3.44184706
#> 0.0326 0.0304 0.0284 0.0265 0.0247
#> 1 2.374920817 2.4780248 2.49821678 2.09072020 1.98491359
#> 2 -3.131465088 -3.8969586 -4.27496381 -4.37754478 -5.67534125
#> 3 -0.331357845 -0.1394397 -0.29666751 -1.17875875 -1.00539524
#> 4 -7.501224815 -8.5670502 -8.84765777 -9.04660010 -10.52484460
#> 5 -5.066969989 -6.5985651 -7.17637959 -11.05095097 -14.62585486
#> 6 1.117606869 2.1493021 2.32604988 2.58270192 2.71978567
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#> 95 14.83037413 72.62629195 72.62767265 72.62905239 72.63043118 0
#> 96 19.28758428 126.59648874 126.59894328 126.60139613 126.60384729 0
#> 97 5.20757438 21.87572083 21.87610989 21.87649867 21.87688719 0
#> 98 9.36436909 43.74504533 43.74584415 43.74664241 43.74744012 0
#> 99 2.36165218 3.78849629 3.78858485 3.78867335 3.78876179 0
#> 100 1.76882434 15.18683834 15.18711767 15.18739681 15.18767575 0
#> 101 3.91367182 14.69473328 14.69501329 14.69529310 14.69557273 0
#> 102 -0.04001678 -0.01255573 -0.01254886 -0.01254200 -0.01253515 0
#> 103 3.32699539 9.42089487 9.42109247 9.42128993 9.42148726 0
#> 104 -0.68181843 1.20435649 1.20437937 1.20440224 1.20442509 0
#> 105 0.22718848 0.17913960 0.17913597 0.17913233 0.17912870 0
#> 106 4.10211364 20.34452553 20.34489932 20.34527285 20.34564613 0
#> 107 3.93965250 24.56013937 24.56060631 24.56107293 24.56153923 0
#> 108 2.23782794 4.16832544 4.16841784 4.16851017 4.16860244 0
#> 109 5.60645832 36.17051033 36.17116400 36.17181723 36.17246999 0
#> 110 1.56960740 14.69103883 14.69131166 14.69158430 14.69185675 0
#> 111 6.06843949 43.77331795 43.77413973 43.77496093 43.77578157 0
#> 112 10.07747793 66.83538342 66.83663141 66.83787853 66.83912480 0
#> 113 17.20491381 91.29530994 91.29698185 91.29865260 91.30032220 0
#> 114 6.23901575 40.01598442 40.01671030 40.01743569 40.01816057 0
#> 115 2.26417623 7.91797694 7.91813186 7.91828667 7.91844138 0
#> 116 16.59449309 84.17073789 84.17226717 84.17379540 84.17532257 0
#> 117 18.20413204 84.92874875 84.93030024 84.93185067 84.93340002 0
#> 118 -1.50664084 0.61380219 0.61381284 0.61382349 0.61383413 0
#> 119 21.64237071 121.99806610 122.00032401 122.00258036 122.00483516 0
#> 120 24.32500479 132.50675687 132.50918395 132.51160934 132.51403306 0
#> 121 19.05116709 111.17615225 111.17819863 111.18024359 111.18228714 0
#> 122 18.04064295 116.97643847 116.97860105 116.98076214 116.98292173 0
#> 123 26.86595500 134.15336001 134.15583674 134.15831176 134.16078507 0
#> 124 9.32332468 37.92157017 37.92224099 37.92291135 37.92358125 0
#> 125 1.26600648 7.03895284 7.03909925 7.03924557 7.03939178 0
#> 126 -1.18318650 -3.38866758 -3.38872206 -3.38877650 -3.38883091 0
#> 127 1.35362118 0.85062241 0.85063276 0.85064310 0.85065344 0
#> 128 0.26720858 4.92457238 4.92466427 4.92475610 4.92484787 0
#> 129 6.74256615 26.96958095 26.97005401 26.97052675 26.97099916 0
#> 130 11.02780995 59.09629409 59.09738477 59.09847469 59.09956386 0
#> 131 14.20306691 72.83311747 72.83447149 72.83582458 72.83717673 0
#> 132 11.78351410 63.83941981 63.84059623 63.84177184 63.84294664 0
#> 133 9.88188731 63.17978914 63.18096838 63.18214681 63.18332443 0
#> 134 9.83046601 46.50698485 46.50784509 46.50870473 46.50956377 0
#> 135 11.49910197 47.40919220 47.41003536 47.41087793 47.41171992 0
#> 136 10.80260658 45.79944754 45.80025041 45.80105272 45.80185449 0
#> 137 11.29571984 49.57080776 49.57171065 49.57261291 49.57351456 0
#> 138 8.57143353 29.89866572 29.89920991 29.89975373 29.90029716 0
#> 139 6.30271779 26.87905515 26.87957527 26.88009503 26.88061443 0
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $X
#> V1 V10 V11 V12 V13
#> [1,] -0.141946756 3.017666905 2.964677272 3.143065371 1.86965079
#> [2,] -0.844597240 -0.632188101 -1.146624563 -0.394903391 -1.72023291
#> [3,] 2.026727578 1.733184464 1.320005720 0.973371821 1.00700709
#> [4,] -0.037850388 0.681907768 0.442244286 1.181405501 2.40478457
#> [5,] 0.096607421 1.032826891 -0.464172589 -1.326168255 -1.49988371
#> [6,] 0.972751851 0.533100293 0.301983439 0.368817569 -0.06393023
#> [7,] -0.744838221 -0.949792117 -1.397736726 -1.194227431 -0.48654527
#> [8,] -0.935681562 -0.649956158 -0.983740998 -0.937326779 -0.58834794
#> [9,] -0.887970727 -0.165036274 -0.381222626 -0.007458114 0.88444203
#> [10,] -0.740500872 0.001539259 -0.574269814 -0.458430455 0.18320915
#> [11,] 0.248414624 0.587885134 -0.055455496 -0.223868990 -0.18917430
#> [12,] -0.107247967 -0.442662162 -0.547876644 -0.829121341 -0.93193196
#> [13,] 0.773233813 1.214949473 0.467129275 0.245253940 -0.30236280
#> [14,] 1.601667408 -0.207235409 0.352507507 1.096935450 0.59912665
#> [15,] -0.848934589 -0.174660638 -0.713022480 -0.464713351 0.28367232
#> [16,] -0.779537010 -1.024566023 -1.252951335 -1.351299841 -1.13687681
#> [17,] -0.007488947 -0.931283724 -1.498784863 -1.456014780 -1.28422278
#> [18,] -0.623392458 -0.675867907 -1.172263643 -0.725802601 -0.29968378
#> [19,] -0.510621393 -1.114146642 -0.544106191 0.641076412 1.21128219
#> [20,] -0.913994819 -0.270163943 -0.325419923 -0.970835560 -0.71627103
#> [21,] -0.432549117 -1.388811188 -1.262000422 -1.339432147 0.16713505
#> [22,] 0.638776004 -0.629226758 -0.974691911 -0.127531245 -0.49927060
#> [23,] 0.070583329 -1.000134944 -0.478500310 -0.001873318 0.03988171
#> [24,] -0.870621332 -0.584806616 -0.828398339 -1.594936600 -1.41214588
#> [25,] 0.166004999 -0.886863582 -0.698694759 -1.421109800 -1.09401253
#> [26,] -0.744838221 -1.216312969 -0.942266016 -1.422506000 -1.04512045
#> [27,] -0.883633378 -0.948311445 -0.620269339 -1.158624352 -1.63651361
#> [28,] -0.983392397 0.264358433 -0.599908894 -1.141869961 -0.23739662
#> [29,] -0.363151538 -1.147461749 -1.155673650 -0.434695068 -0.85357069
#> [30,] -0.874958681 -0.561115874 -0.203257249 0.823978507 0.66007430
#> [31,] -0.163633499 -1.152644099 -1.139083657 -1.184454037 -0.81807371
#> [32,] 0.057571283 0.501265857 0.704667808 0.266895028 -0.76650262
#> [33,] -0.454235860 -1.309595268 -0.710760209 0.638982113 0.29773716
#> [34,] -0.762187615 -0.928322381 -0.194962253 0.811412714 -0.05857219
#> [35,] -0.007488947 -1.011980316 -1.412818538 -0.941515377 -0.66269068
#> [36,] -0.406525025 -0.680309922 -0.497352575 -0.817253648 -0.47582920
#> [37,] -0.736163523 -0.604055344 -1.141345929 -1.436467992 -1.42286195
#> [38,] -0.714476780 -0.470054582 -0.655711596 -1.017608233 -1.24738629
#> [39,] -0.692790037 -0.155411910 -0.622531611 -1.009231038 -1.04177168
#> [40,] -0.987729746 -0.694376300 -1.073477777 -1.150945256 -1.40410882
#> [41,] -0.970380351 -0.903150968 -1.593046186 -0.700671015 -0.88103062
#> [42,] -0.514958741 -1.217053305 -1.414326719 -0.491241136 -1.14692313
#> [43,] 0.317812203 -1.193362562 -1.127772299 -0.008854314 -0.86294725
#> [44,] -0.432549117 -0.686232607 -0.663252502 -0.862630122 -0.88303988
#> [45,] -0.341464795 -0.847625790 -0.903807397 -1.016212034 -1.04512045
#> [46,] -0.376163584 -0.758785506 -1.009380078 -0.962458365 -0.97881477
#> [47,] -0.675440642 -0.816531691 -0.860070143 -1.207491323 -1.51327879
#> [48,] -0.805561102 -0.800984641 -1.078002321 -1.435769892 -0.80802739
#> [49,] -0.402187676 -0.553712517 -1.175280005 -1.597728999 -1.00359568
#> [50,] -0.276404565 -1.311075939 -1.377376280 -0.820744146 -0.32044617
#> [51,] -0.809898451 -1.277020497 -0.976954183 -0.799801158 -0.36866849
#> [52,] -0.285079262 -0.360484899 0.231853015 0.558700660 0.89649761
#> [53,] 0.495643498 0.104445922 -0.021521420 0.534267174 0.71968244
#> [54,] -0.337127446 -0.252395886 1.264957108 1.085765856 0.81746659
#> [55,] 0.361185689 -0.048063233 0.553095601 0.391156756 0.62524707
#> [56,] 0.304800157 1.197181416 0.482965178 -1.515353246 -0.04919563
#> [57,] -0.462910557 -0.230926151 -0.197978615 -0.722312103 -0.52070274
#> [58,] -0.089898572 -0.229445480 -0.026800054 -1.153039555 -0.67206724
#> [59,] -0.259055170 1.152020939 0.431687018 -1.201208427 -0.56289727
#> [60,] -0.180982894 0.058545108 0.189623942 0.464457214 1.89510145
#> [61,] -0.150621453 -0.361225234 -1.034265067 -0.258773970 -0.81070641
#> [62,] 0.712510931 -0.525579760 0.219787566 0.489588799 1.20056612
#> [63,] -1.169898390 -0.509292375 -1.061412328 -0.214793695 -0.20658792
#> [64,] -0.493271998 -0.794321620 -1.129280480 -1.317092960 -1.17572257
#> [65,] 0.851306089 -0.066571625 -1.096854585 -0.042363094 -0.36398021
#> [66,] -0.406525025 -1.361418767 -0.113520470 0.040012658 -0.65800240
#> [67,] 1.449860205 1.095015090 2.310880741 1.848090617 1.59036319
#> [68,] 0.174679697 1.668775258 2.361404809 2.243214990 2.85954782
#> [69,] -0.575681623 -0.580364602 0.427916565 1.533247698 1.95872812
#> [70,] 0.053233934 0.499044850 1.112630811 1.699395403 1.49257905
#> [71,] -0.775199661 -0.823194712 0.074248084 0.998503406 0.70762687
#> [72,] 0.578053123 -1.484314493 -0.864594687 -0.059117485 0.17316284
#> [73,] 1.319739745 -1.308114596 -0.618007067 -0.373262304 -0.32446470
#> [74,] -0.133272059 -0.868355190 -0.957347828 -1.199114128 -1.36325380
#> [75,] -0.367488887 -1.060102136 -0.962626462 -0.570126390 -0.02843324
#> [76,] 1.020462687 -1.020124008 -0.596892531 -0.231548085 -0.03312152
#> [77,] 0.690824188 -0.327910128 0.299721167 0.534267174 0.84358701
#> [78,] 0.517330241 -0.105809418 -0.069783217 0.326233493 0.79402519
#> [79,] -0.870621332 -0.290893343 -0.130864554 0.382779561 0.93199460
#> [80,] 0.296125459 -0.498927675 -0.311092202 -0.281811256 0.07403918
#> [81,] -0.575681623 -0.250915215 -0.179126351 0.007201977 0.22540368
#> [82,] -0.198332289 0.305817232 0.341950239 0.281555119 0.39418180
#> [83,] -0.107247967 0.003019931 -0.144438184 -0.110776855 0.14168438
#> [84,] 0.404559176 0.444260008 0.937681797 0.960806028 0.73039852
#> [85,] -0.289416611 1.035788234 0.700143264 0.757659045 0.84894505
#> [86,] 1.822872190 1.531072818 1.859180484 1.878806999 2.14759887
#> [87,] 0.343836295 0.354679389 0.815519123 1.006182502 1.21998900
#> [88,] 4.668172916 -0.037698533 1.399185231 2.042860405 2.93255105
#> [89,] 0.643113353 0.714482539 1.050041293 1.959088453 2.29092632
#> [90,] 3.709618861 2.413552973 1.066631286 -1.093701089 -1.43089900
#> [91,] 2.920221403 2.152214471 0.819289576 -0.598748474 -0.45305755
#> [92,] 2.148173340 3.324906221 1.960982712 0.017673471 -0.73837293
#> [93,] 3.419016500 2.848870366 2.188718067 -0.214095595 -0.23471761
#> [94,] 3.440703243 2.697101547 1.758132346 -0.136606540 -1.15830895
#> [95,] 1.892269769 -0.743238456 -0.499614847 0.420476939 0.33256439
#> [96,] 0.959739805 -0.609978030 0.184345308 0.153802893 1.12488387
#> [97,] 1.809860144 0.006721609 0.369097500 0.996409108 1.22132851
#> [98,] -0.380500933 -0.654398172 -0.456631684 -0.538013809 -1.00828396
#> [99,] -0.371826235 -0.196130373 -0.492828031 -0.699274816 -0.85491020
#> [100,] -0.710139431 -0.028814505 -0.080340485 -0.396299591 -1.05047849
#> [101,] -0.267729867 -0.029554840 -0.876660136 -1.620766285 -0.65733264
#> [102,] -0.770862313 0.037815708 -0.921151480 -1.259150694 0.01978907
#> [103,] -0.363151538 -0.572220909 -1.219017259 -1.529315238 -1.02167905
#> [104,] -0.406525025 0.445740680 -0.161028177 0.334610689 0.13833561
#> [105,] -0.814235799 0.605653191 0.529718793 0.609661930 -0.19855087
#> [106,] 0.044559237 0.747057310 -0.158011814 0.044201256 -0.22333178
#> [107,] -0.337127446 -0.005864098 -0.044144137 -0.328583930 -0.74172170
#> [108,] -0.966043003 0.148125728 0.053133548 0.225009052 -0.41956983
#> [109,] -0.571344274 0.521254921 0.972369963 0.832355702 0.78665789
#> [110,] -0.684115339 -0.920919024 -0.981478726 -1.028777826 -1.11075639
#> [111,] -1.213271877 -0.475236932 -0.213814517 0.012088674 -0.26686582
#> [112,] -0.697127385 -0.642552801 0.002609479 -0.162436225 -0.15367732
#> [113,] -0.501946695 2.848130030 2.905104117 1.360817098 0.62993535
#> [114,] -0.497609347 0.592327149 0.657160101 0.333214489 0.18789743
#> [115,] 0.148655605 0.410204566 0.493522446 0.421175039 -0.29365599
#> [116,] -0.003151599 1.003213463 1.379578876 1.735696582 1.66403618
#> [117,] 1.475884297 1.319336807 1.713641002 2.146179146 1.84420012
#> [118,] -0.406525025 0.335430660 0.399261123 0.384175760 0.56965745
#> [119,] 0.066245980 1.713195400 2.126882639 2.131519054 1.75914131
#> [120,] 0.556366379 0.427972623 0.761978692 1.210725684 0.62256805
#> [121,] -0.866283983 1.204584773 1.378070695 1.355232301 1.77588517
#> [122,] -0.861946635 0.617498562 1.224236217 1.808298940 1.43899869
#> [123,] -0.111585315 2.811113245 3.222576250 2.178989827 1.62251140
#> [124,] 0.317812203 0.315441596 0.403031576 0.263404530 -0.06393023
#> [125,] -0.593031017 -0.144306874 -0.030570507 0.112615016 0.19861351
#> [126,] 0.087932723 -0.433037797 -0.206273611 -0.015137210 -0.04450735
#> [127,] -1.035440581 -0.191688359 0.059920363 0.107728319 0.12159175
#> [128,] -0.397850327 -0.274605957 -0.153487271 0.114011216 -0.43363467
#> [129,] 0.421908571 0.261397090 0.209984388 0.342987884 0.07403918
#> [130,] -0.718814129 0.094081222 0.022215834 0.402326350 0.30376495
#> [131,] -1.061464673 0.121473643 0.090083986 0.646661209 0.37274965
#> [132,] -0.246043124 -0.051764911 0.188869852 0.378590963 -0.24878245
#> [133,] -0.775199661 0.113329950 0.580242862 0.226405251 -0.06393023
#> [134,] 0.174679697 0.401320538 0.593062402 0.694830081 0.24348705
#> [135,] -0.098573269 1.391149370 1.160892608 0.524493779 0.11623371
#> [136,] 0.122631513 0.026710673 0.515391072 0.605473333 0.15909799
#> [137,] 0.985763897 0.304336561 0.237131649 -0.128229345 -0.58566892
#> [138,] 0.035884539 0.174777813 0.374376134 0.177538279 -0.78659525
#> [139,] -0.150621453 0.174777813 0.240148011 -0.080758572 -0.72832661
#> V14 V15 V16 V17 V18
#> [1,] 1.396830995 1.481661641 1.29492287 0.936444094 1.05242323
#> [2,] -0.477404351 -0.771651987 -0.73928909 -1.311504821 -0.91548399
#> [3,] 0.670786900 0.556142717 0.61473325 1.139152313 0.54532304
#> [4,] 3.160168467 3.151960017 2.59046162 1.955173333 1.60283978
#> [5,] 0.436124547 0.978816915 0.66304578 0.340178053 -0.17574505
#> [6,] 0.466146624 1.077013952 0.21212879 -0.598505528 -1.31952110
#> [7,] -0.296046502 -0.704764151 -0.78124472 -1.026156871 -0.70338317
#> [8,] 0.210039931 -0.061028026 -0.48840295 -0.107114123 0.63456969
#> [9,] -0.031974768 -0.215676498 0.61473325 -0.077838164 -1.18061001
#> [10,] -0.625676648 -1.311024113 -0.62952641 -0.213100504 -0.34490292
#> [11,] -0.906903854 0.064208773 -0.24048337 -0.716350525 -0.94461051
#> [12,] -1.038633373 -0.574783533 0.62659948 0.962755398 0.32388680
#> [13,] -0.998195474 -0.841386114 -0.61257464 0.089664788 0.45981056
#> [14,] -0.647120988 -0.244613789 0.06931016 0.594767717 0.76899978
#> [15,] -1.041696850 -0.562923988 -0.60070840 -0.608881817 -0.72690844
#> [16,] -1.137890034 -0.775447042 -0.54731034 -0.370597749 -0.34191558
#> [17,] -1.288000417 -0.896414405 -1.29954497 -1.131402089 -0.95357251
#> [18,] -0.151450378 0.022937555 0.27612171 1.007225209 1.52143489
#> [19,] 1.315955197 1.400542350 1.40934730 0.341289798 -0.34154217
#> [20,] -1.363974651 -0.558180170 0.52785544 1.111358681 1.13644204
#> [21,] 0.498619482 0.669519971 0.30790627 -0.391720909 -0.21383358
#> [22,] -0.551540500 -1.065768713 -0.77954954 -0.653722209 0.72792392
#> [23,] -0.194951754 -0.061028026 -0.17479527 0.430970583 1.18685332
#> [24,] -1.426469586 -1.020702441 -1.33853404 -1.114725910 -0.89009164
#> [25,] -1.268394163 -1.034933895 -0.93126785 -0.959822737 -1.31728060
#> [26,] -0.672241501 -0.718995606 -0.76217398 -0.843460066 -1.15857841
#> [27,] -0.725546004 -0.183418535 -0.78124472 -1.099902640 -1.14924299
#> [28,] 0.110170574 0.445611754 -0.51849234 -1.321510528 -1.22878079
#> [29,] -0.716355573 -0.645940806 -0.25107822 0.974243433 0.40379802
#> [30,] -0.224973831 -0.485125370 0.63210881 1.141375803 1.09275226
#> [31,] -0.928960890 -0.714726169 -0.42568142 -0.823819234 -0.74109828
#> [32,] 0.180630549 0.772935207 1.44918395 1.155457910 1.31456191
#> [33,] -0.133069515 -1.513110766 -1.39998419 -0.766379062 -0.06334656
#> [34,] -0.568083276 -1.068615004 -1.16096428 -0.851612865 -0.22055508
#> [35,] -0.613422739 -0.298218934 -0.65876820 -0.576641204 -0.67164273
#> [36,] -0.281954507 -0.350875316 -0.75369809 -0.630004977 -0.56745941
#> [37,] -1.082134749 -1.211878313 -1.32793918 -0.809366545 -0.66566806
#> [38,] -1.105417176 -1.024023114 -1.15715013 -0.776384769 -0.70749076
#> [39,] -1.143404293 -0.920607878 -0.70369038 -0.583311676 -0.75416787
#> [40,] -1.499380343 -1.197172477 -1.09273342 -0.813072363 -0.34415609
#> [41,] -1.228568959 -0.916338441 -1.12239901 -1.237759052 -1.00286355
#> [42,] -1.281873462 -1.159221931 -0.92702991 -0.987245787 -1.62721665
#> [43,] -1.083360140 -1.011689186 -0.93508200 -1.040609559 -1.28740725
#> [44,] -1.100515612 -1.282086822 -1.26521765 -1.113984746 -1.07792035
#> [45,] -0.783139375 -0.458085607 -0.73632253 -0.853465774 -1.10816712
#> [46,] -0.887910295 -0.794896696 -0.82955725 -0.969828444 -1.15223032
#> [47,] -1.343143006 -0.873644078 -1.05077780 -1.173277827 -1.04916725
#> [48,] 0.222906535 0.687072098 1.14193318 1.299243630 1.15548630
#> [49,] 0.003561568 1.057089915 1.73651639 1.522704427 1.24137220
#> [50,] 0.611355443 0.885838079 1.25932416 1.218827390 1.13046737
#> [51,] -0.039327113 0.360697409 0.37232299 0.429117674 0.57743690
#> [52,] 0.833151191 1.010126115 1.41443283 1.447105750 1.66258649
#> [53,] 1.102737184 1.639630786 1.55937043 1.960361478 1.90194674
#> [54,] 1.248558699 1.495893095 1.77889580 2.070424258 1.96692129
#> [55,] 0.517613041 1.183275478 1.69201800 2.040777718 1.96692129
#> [56,] 1.444008544 1.351206641 1.43307977 1.526039663 0.80484780
#> [57,] 1.105187966 1.870180349 1.66616656 1.361501365 0.51881044
#> [58,] 0.595425361 0.868760334 1.45638845 1.789893871 1.69059276
#> [59,] 1.225276272 1.421415150 1.24110101 1.212898082 0.69543664
#> [60,] 2.374692915 2.176156620 1.38858138 -0.266834859 -1.01742681
#> [61,] -0.251319735 -0.197175608 -0.38033544 -1.309281330 -1.24409089
#> [62,] 1.681734374 0.529102953 -0.69690968 -0.766379062 -0.57194041
#> [63,] 0.121811787 -0.150211808 -0.62105052 -1.432314472 -1.14289490
#> [64,] -1.215702355 -1.427722039 -1.12070384 -0.965752045 -0.40352938
#> [65,] 0.094853188 -0.007422881 -0.23412646 -0.538100702 -0.65633264
#> [66,] 0.409778643 0.558514626 0.71093452 0.142287397 -0.34938392
#> [67,] 1.442783153 1.519137804 2.04673371 2.058195060 1.71859903
#> [68,] 2.467209926 1.902912694 1.48986819 1.626837900 1.76452931
#> [69,] 1.623528307 1.454147496 1.53055242 1.766547221 1.96692129
#> [70,] 1.183612982 1.068000697 1.46783089 1.481569853 1.65810549
#> [71,] 1.049432681 1.332705751 1.09701100 1.405230011 1.67117508
#> [72,] 0.433061070 0.552347662 0.64270366 0.873074614 0.88886661
#> [73,] -0.129393342 0.219806009 0.33460531 0.909762208 1.46168818
#> [74,] -0.656924115 -0.342810825 0.13372688 0.303119878 0.73875301
#> [75,] 0.028682081 0.104056846 0.47572876 0.659248942 0.64875953
#> [76,] 0.199011413 0.431854681 0.11380855 0.527321838 0.81717056
#> [77,] 0.769430866 0.946084570 0.65075575 0.977578668 1.23689119
#> [78,] 1.231403226 1.193711878 1.15888495 1.180286887 1.22232793
#> [79,] 1.296961638 0.955097825 0.52192233 0.818599096 0.96840442
#> [80,] 0.324613977 0.296181482 0.20492429 0.408365096 0.58677232
#> [81,] 0.483302096 0.492101172 0.61854739 0.653690216 0.74510110
#> [82,] 0.763916607 0.877299207 0.93724060 1.113211590 1.06213207
#> [83,] 0.625447438 0.825117207 0.69355896 0.882339158 0.77348078
#> [84,] 1.002867828 0.952725916 0.40156478 0.223444801 0.42172204
#> [85,] 1.035953382 0.873029770 1.14320456 1.554203876 1.39783389
#> [86,] 2.337318493 2.475017165 2.47603719 1.653149204 1.48558687
#> [87,] 1.782829121 2.167143366 1.86323084 1.428576662 1.58491577
#> [88,] 2.427997418 1.623027422 1.72210738 1.908480032 1.56549809
#> [89,] 2.942048891 2.389154056 2.17853369 2.137499556 1.56027025
#> [90,] -0.762920426 0.261551609 -0.11588788 -0.441378864 -0.86059170
#> [91,] 0.028682081 0.411930645 0.60880013 -0.665580825 -1.06373051
#> [92,] 0.800678333 0.549975753 0.29815901 -0.320939795 -0.27358029
#> [93,] -0.215170704 1.560883404 1.16820842 -0.947964121 -1.45469803
#> [94,] -0.083441185 0.643903353 0.33206254 -1.043944795 -1.45021703
#> [95,] -0.536835809 -0.628388679 -0.54900552 -0.902753147 -0.86283220
#> [96,] 0.387108912 -0.626491151 -0.47102739 -0.363186114 -1.19367960
#> [97,] 1.703791410 0.792859243 -0.82447172 -0.612587634 -0.58090242
#> [98,] -0.283792593 0.006808574 0.04854425 -0.957969828 -0.92108524
#> [99,] -1.018414424 -0.366055534 -0.02053420 0.204545131 0.23426674
#> [100,] -0.704101664 -0.192906171 0.62193775 0.970167033 1.19133433
#> [101,] 0.045837553 0.775307116 1.19999298 1.268485345 1.40119464
#> [102,] 0.439800720 0.824168443 1.15125665 1.052065601 1.04532831
#> [103,] -0.261122862 0.438496027 0.95207340 1.186957359 1.26863163
#> [104,] -0.601168830 -1.162068222 -0.96008585 -0.901270820 -0.95319910
#> [105,] -0.706552445 -1.030190077 -0.76090260 -0.554406299 -0.54468098
#> [106,] -0.527645377 -1.042049623 -1.11816107 -1.239982542 -1.11190129
#> [107,] -0.827866142 -0.809128151 -0.80879134 -0.481031112 -0.38224461
#> [108,] -1.428920367 -1.025446259 -0.45238045 -0.004092396 0.20401997
#> [109,] 0.164087773 -1.077153877 -1.15969290 -0.291293254 0.26451351
#> [110,] -1.235921304 -1.306754676 -1.25843694 -1.081744134 -0.73736411
#> [111,] -1.045373023 -1.548215021 -0.81557204 -0.202724215 -0.03235295
#> [112,] -0.960821052 -1.274496713 -1.17622087 -0.696339110 -0.54169364
#> [113,] -0.107949002 -0.816243878 -1.46355331 -0.906829546 -0.12645402
#> [114,] -0.277665639 -0.793947933 -1.08807169 -0.529577322 -0.07977690
#> [115,] -0.596267267 -0.736073351 -0.45238045 0.070765119 0.45346247
#> [116,] 0.831925801 -0.056758590 -0.38965891 -0.350586335 -0.56073790
#> [117,] 0.798227551 -0.144044844 -0.16250524 -0.095255507 -0.32025740
#> [118,] -0.023397032 -0.302488371 -0.79183957 -0.900900238 -0.93303458
#> [119,] 0.617482397 -0.526870970 -0.88634567 -0.717091689 -0.75155396
#> [120,] 0.551311290 -0.185316062 -0.29811937 -0.521424523 -0.62832637
#> [121,] 0.773719734 -0.010743554 -0.16081007 -0.298704889 -0.70263634
#> [122,] 0.665885337 0.104056846 -0.18157598 -0.431373157 -0.66753515
#> [123,] 0.180017854 -0.642145751 -0.43203833 -0.479919367 -0.48866844
#> [124,] 0.089951625 -0.266435353 -0.56850005 -0.834566104 -1.04692675
#> [125,] -0.033200159 -0.535884224 -0.90287364 -0.657057445 -0.60965552
#> [126,] -0.145323424 -0.697174042 -1.01306012 -0.767861389 -0.86469929
#> [127,] -0.247030867 -0.700020333 -1.04696365 -0.816778180 -0.79150957
#> [128,] -0.804583716 -0.624119242 -0.88549808 -1.079891225 -0.92332574
#> [129,] -0.457185402 -1.039203332 -0.74098427 -0.804178401 -0.93751559
#> [130,] -0.075476144 -0.524973443 -0.64774956 -0.774161279 -0.66977565
#> [131,] -0.261122862 -0.746509751 -0.77149745 -0.716721107 -0.44348499
#> [132,] -0.687558887 -0.913492150 -0.90711158 -0.908311873 -0.70226292
#> [133,] -0.449220361 -0.695750897 -0.88337911 -0.716721107 -0.38000411
#> [134,] -0.658762201 -0.747458515 -0.45831357 -0.504748344 -0.28515621
#> [135,] -0.784364766 -0.766908169 -0.77658298 -0.794543275 -0.76723747
#> [136,] -1.003709733 -1.005996605 -0.99229421 -0.863842063 -0.86021828
#> [137,] -1.260429122 -1.267855367 -1.00543183 -0.929805615 -0.89382581
#> [138,] -1.695442883 -1.272599185 -1.03043568 -0.801213747 -0.77956023
#> [139,] -1.656843071 -0.974213023 -0.91855402 -0.761561499 -0.58164925
#> V19 V2 V20 V21 V22
#> [1,] 1.418262104 0.724348504 1.07573491 0.68398563 0.154593574
#> [2,] -0.451052790 -0.670981626 -0.69709111 -1.34347351 -1.031513456
#> [3,] -1.229646055 1.009525465 -0.44410281 -0.79834930 -0.797172651
#> [4,] 0.767514775 0.286398171 -0.25865437 -1.60189416 -0.916678676
#> [5,] -1.232717429 1.994064972 -0.59788002 0.58673888 1.321626353
#> [6,] 0.553286451 0.608919734 1.37451296 0.62896954 -0.384545985
#> [7,] 0.226185138 -0.202476619 0.73574611 0.63671828 0.846716416
#> [8,] 0.781719879 -0.959553551 1.09634030 1.34262896 1.365224642
#> [9,] -0.848795700 -1.041032683 -0.72227547 -1.03313627 -0.740339167
#> [10,] 0.266496920 0.218498894 0.19046664 -0.15791552 -0.687398387
#> [11,] -1.052658138 -0.857704636 -0.63794604 -1.18191218 -0.057948086
#> [12,] -0.822305101 -0.939183768 -0.98213223 -0.68909199 -0.298517218
#> [13,] 0.579393128 0.476516145 0.82770717 0.81765148 0.573448568
#> [14,] 0.326772631 0.700583757 -0.35939180 -1.14781770 -1.684319984
#> [15,] -1.127522875 0.391642049 -1.96279579 -1.84714194 -2.008971531
#> [16,] -0.380795114 -0.742275867 -0.60398531 -0.68173069 -0.881644337
#> [17,] -0.732851339 0.934836261 -0.96992164 -1.58755898 -1.571820827
#> [18,] 1.504644493 -0.165132017 0.66477201 0.20433831 0.313805184
#> [19,] -0.994685957 -0.233031294 -0.93672408 -0.52055679 0.112163096
#> [20,] 0.378985986 -0.732090975 -0.87719742 -0.95913576 -1.447254286
#> [21,] 0.458073862 -0.528393146 1.60269848 0.93853190 -0.439043847
#> [22,] 1.194051815 0.367877303 0.93569463 0.70064543 1.028505712
#> [23,] 1.470091538 0.415406796 1.10702457 0.56697958 -1.316848688
#> [24,] -0.595407360 -0.687956445 -0.71807808 -0.49731055 0.954933599
#> [25,] -1.820117673 -0.501233435 -1.62395173 -1.05522020 -0.075465256
#> [26,] -1.542158342 -1.176831236 -1.82504500 -1.88084898 -1.238994600
#> [27,] -1.372081016 -0.528393146 -1.41522684 -1.51045897 -0.731775217
#> [28,] -1.098728746 -0.463888833 -1.22290994 -1.43955795 -0.948598852
#> [29,] -1.049970686 -0.168526981 -1.55145131 -1.10248754 -0.292678161
#> [30,] 0.397798151 -0.338275172 -0.53606387 -0.72783572 -0.783937456
#> [31,] -0.083639696 0.266028388 -1.38431877 -0.47677638 -0.418412513
#> [32,] 1.366048749 -0.100627705 1.47181615 1.46893350 0.921456341
#> [33,] -0.543577927 -1.122511814 -0.06595589 0.10670412 0.348450253
#> [34,] -0.750895660 0.724348504 0.16108489 0.48794238 0.520118517
#> [35,] -0.744752912 0.031775884 -0.33954958 -0.31250299 -0.032256237
#> [36,] -0.348545689 -0.857704636 -0.39678675 -0.34117334 -0.110110325
#> [37,] -0.783912928 -0.735485939 -0.47043191 -0.09670044 0.296288014
#> [38,] -0.612299916 -1.231150657 -0.14112738 0.17992976 0.638067461
#> [39,] -0.527069292 -1.098747068 -0.03161359 0.22797198 0.937027158
#> [40,] -0.300939394 -0.925603913 -0.21973309 -0.11529742 0.088028329
#> [41,] -1.692271737 -0.901839166 -1.63158335 -1.23111671 -1.841974512
#> [42,] -1.504534012 -0.667586663 -1.41713475 -1.63986301 -2.099671543
#> [43,] -1.296832357 0.116649980 -1.77963684 -1.60383135 -2.382671153
#> [44,] -0.520158701 -0.769435577 -0.81728918 -1.51549565 -1.451925531
#> [45,] -1.723369397 -0.521603218 -1.73041287 -1.62862733 -1.856377518
#> [46,] -1.473436352 -0.620057169 -1.66897831 -1.46435394 -1.371735820
#> [47,] -0.861465118 -0.497838472 -0.97411903 -0.93433978 -0.265429230
#> [48,] 1.119954922 -0.935788804 0.88876015 0.80912786 0.854501825
#> [49,] 1.298094604 -0.898444202 1.13297209 1.24150783 1.192388567
#> [50,] 0.949493674 -0.059888139 1.07878756 1.46893350 0.986075234
#> [51,] 0.700712394 -0.959553551 0.80824653 1.27250281 1.424783020
#> [52,] 1.829442275 0.001221210 1.38061825 1.12643897 1.171367963
#> [53,] 1.395994644 0.177759329 0.94179993 0.52397404 0.730713825
#> [54,] 1.601776691 -0.097232741 1.01201086 0.73512734 0.825306542
#> [55,] 1.769166564 -0.171921945 1.07230068 0.86569370 1.059258077
#> [56,] -0.301323316 4.289060515 -0.71693333 -0.23385322 0.469124090
#> [57,] -0.397303748 0.004616174 -1.14201474 -0.41091205 0.478466580
#> [58,] 0.844299121 -0.429939195 -0.51011635 -0.42834672 0.238286719
#> [59,] -0.278671934 -0.263585968 -1.08210650 -0.84832871 0.176781989
#> [60,] -0.982400462 1.491610327 -0.57269566 -0.35977033 -1.109756814
#> [61,] -0.861849039 -0.599687386 -0.71922282 -1.01143979 -1.532504512
#> [62,] -0.890643169 0.232078750 -0.59711685 -0.67746888 -1.541457732
#> [63,] -0.843420796 -0.202476619 -0.66045932 -1.00562823 -1.691716122
#> [64,] -0.757422329 -0.755855722 -1.07027748 -1.58833386 -1.648896374
#> [65,] -0.877973752 -0.304325534 -1.55335922 -1.14084383 -0.975458513
#> [66,] -0.685245044 0.184549256 -1.19619926 -1.47752680 -2.029213593
#> [67,] 1.029733316 2.364116029 0.60410061 0.27097752 -0.969230186
#> [68,] 1.361825610 -0.796595288 0.80633862 -0.17380045 -1.276364563
#> [69,] 1.710426540 -0.392594593 1.23332793 0.57201626 0.256193159
#> [70,] 1.819844232 0.524045638 1.56873776 0.78704394 0.061557939
#> [71,] 1.764943425 -0.643821916 1.46303978 0.94434346 0.772755033
#> [72,] 0.908797971 0.632684481 1.09595872 0.85523289 0.636121108
#> [73,] 1.584116291 0.357692411 1.36115762 1.13728721 1.098574391
#> [74,] 1.031652924 -1.010478008 0.98491860 0.98812387 1.199784705
#> [75,] 1.087321575 -0.840729817 1.22416998 1.04507715 1.167085988
#> [76,] 1.271604004 1.753022541 1.31040732 1.14774802 1.424783020
#> [77,] 1.520001362 0.350902483 1.28560455 1.46893350 1.413883447
#> [78,] 1.236667127 0.228683786 0.81625973 1.00555855 0.795721989
#> [79,] 1.124561982 -0.120997488 1.16616965 1.42670284 1.424783020
#> [80,] 0.675757482 0.371272266 0.62394283 0.84089771 0.895764492
#> [81,] 0.796308905 -1.112326923 0.87464165 1.05863745 1.295545234
#> [82,] 0.956404265 -0.847519745 0.87693113 1.07955906 1.131662378
#> [83,] 0.493394661 -0.698141337 0.37705983 0.62083336 0.789882932
#> [84,] 0.899967771 -0.151552162 0.45681029 0.27485189 0.892650328
#> [85,] 1.193667893 1.644383699 1.01239244 0.69367156 0.855280366
#> [86,] 1.427860148 1.630803844 1.57293515 1.07374750 0.707746869
#> [87,] 1.763407738 0.737928359 1.21424887 1.03887815 1.178374831
#> [88,] 1.501573119 2.910705204 0.77543055 0.67856151 0.639624542
#> [89,] 1.350691880 0.262633424 0.79603593 0.36706196 0.483137826
#> [90,] -0.451052790 2.696822483 0.99026074 1.38253499 -0.646135721
#> [91,] -1.277252349 1.535744857 0.96202373 1.46893350 -0.881255066
#> [92,] 0.034608196 1.148718981 1.22493314 1.44529983 -1.031902726
#> [93,] -0.347010002 2.381090848 1.11351145 0.69095950 -1.022949506
#> [94,] -0.759341938 3.087243323 1.22378840 1.20237667 -0.577624123
#> [95,] -0.624201489 2.988789372 -1.52245114 -1.39655242 0.090363952
#> [96,] -0.940936915 1.953325407 -0.87452635 -0.39580199 0.277213763
#> [97,] -0.955909863 1.807341962 0.14734797 1.06522388 0.429029234
#> [98,] -0.773930963 0.564785204 -0.16936438 0.75566152 1.424783020
#> [99,] 0.367468334 -0.307720498 0.80595704 1.18377968 1.424783020
#> [100,] 1.146061599 -0.569132712 0.56861356 0.44299966 0.614321964
#> [101,] 1.754577538 0.086095306 1.60269848 1.46893350 1.421668856
#> [102,] 1.198658876 -1.017267936 1.06581380 1.31977016 1.361721208
#> [103,] 1.447824078 -0.816965071 1.45121077 1.14426108 1.090010441
#> [104,] -1.231949585 -0.647216880 -1.63845181 -2.20358421 -1.633714827
#> [105,] -1.109862476 0.286398171 -1.73232078 -2.18227516 -1.984836763
#> [106,] -1.334840608 -0.019148573 -1.62547806 -2.20707115 -1.765288235
#> [107,] -0.355456280 -0.735485939 -0.62535386 -0.42331004 0.062725750
#> [108,] 0.238854555 -1.159856416 0.13475580 0.21092474 0.596804794
#> [109,] 0.474198575 -0.579317603 0.56327143 0.65299065 0.749009536
#> [110,] -0.604621481 -0.243216185 -0.20256194 -0.15442859 -0.061840790
#> [111,] 0.070312917 -0.620057169 0.17558498 0.46934539 0.746284643
#> [112,] -0.314376655 -0.667586663 -0.24148322 0.11600262 0.565663159
#> [113,] 0.658481004 -0.789805360 0.87654955 0.90714948 0.925349045
#> [114,] 0.539849190 0.255843497 0.71857496 0.29112425 -0.757856337
#> [115,] 0.524492321 -0.518208254 0.01684722 -0.64686133 -0.603705243
#> [116,] -0.271377421 -0.833939890 0.20572989 0.32366898 0.768473058
#> [117,] 0.017331718 1.155508909 0.53350810 0.57860269 0.865012127
#> [118,] -0.639942280 -0.691351409 -0.11746935 0.38759613 0.770030140
#> [119,] -0.009926724 -0.501233435 0.41903375 0.77232132 0.949873083
#> [120,] -1.085291485 -0.161737053 -0.14494319 0.22990917 -0.007732199
#> [121,] -0.450284947 -0.205871583 0.39423098 0.55845596 0.128512455
#> [122,] -0.339331567 0.120044944 0.55869245 0.75101227 0.686336995
#> [123,] 0.274175354 0.048750703 0.65866672 1.06561132 0.703464894
#> [124,] -0.924812203 -0.304325534 -0.97488219 -1.04785889 -1.173986437
#> [125,] -0.638406593 -0.440124087 -0.57880096 -0.75185683 -1.013996286
#> [126,] -0.862232961 -0.395989557 -0.93825040 -0.93860159 -0.927967519
#> [127,] -0.943240446 -0.345065100 -0.93634250 -0.92155435 -0.909671808
#> [128,] -1.104487571 -0.840729817 -1.02754039 -0.89210911 -1.054480412
#> [129,] -0.765484685 -0.884864347 -0.56086664 -0.44074472 -0.154097885
#> [130,] -0.129326382 -0.772830541 0.12483469 0.51235092 0.536467876
#> [131,] 0.377450299 -1.193806055 0.55907404 0.82811229 0.750566618
#> [132,] -0.076345183 -0.171921945 0.13971635 0.54528309 0.694900945
#> [133,] 0.379369908 1.274332643 0.55716613 0.66848814 0.663759310
#> [134,] 0.139802750 -0.375619774 0.43353384 0.68204844 0.432921939
#> [135,] -1.075309520 0.031775884 -1.51138529 -1.31983984 -0.065344224
#> [136,] -1.195860943 -0.908629094 -1.29922617 -1.13774433 -0.152151532
#> [137,] -1.256520576 0.232078750 -1.68080732 -1.17958756 -0.175897029
#> [138,] -0.924044359 -0.053098211 -0.57498515 -0.20285824 0.253078996
#> [139,] -0.583889708 -0.019148573 -0.47615563 -0.19704668 0.411512065
#> V23 V24 V25 V26 V27
#> [1,] -0.86543659 -1.22626673 -0.52536165 -1.828024735 -0.7128856757
#> [2,] -0.37024579 -0.74393057 -1.38499481 -0.642078207 -0.6406502298
#> [3,] -0.30202473 -0.52128291 -1.37675552 -1.879993634 0.0347123532
#> [4,] -0.23929272 -1.53869816 -1.81539992 -0.460187059 -0.5889980023
#> [5,] 1.13296999 -0.45686406 -0.55007953 -0.036315722 -0.4631685159
#> [6,] 0.12102426 0.99859938 0.36997514 0.529658074 0.7636689767
#> [7,] -0.46591210 -1.22425364 -0.27347461 0.551988461 1.2017420035
#> [8,] 1.16825675 0.54042029 0.06394416 -0.722467599 -1.4818436482
#> [9,] -0.03384539 -0.84257194 -0.25935010 0.720481377 0.5590018800
#> [10,] -0.80427288 -1.20895416 -0.08789429 0.821983134 0.8048354136
#> [11,] -0.25340742 -1.32812904 -1.61216396 -0.534486345 0.4813293575
#> [12,] -0.28163682 -0.20965672 0.57360344 1.178863311 1.1330018211
#> [13,] 0.83342465 0.27187420 -0.99970966 -1.753725449 -1.3645581393
#> [14,] -1.73231455 -2.01620290 -1.64237471 -1.696884465 -1.5230100852
#> [15,] -1.89463362 -1.97714897 -1.64551349 -1.764281631 -2.2795404541
#> [16,] -1.25241467 -1.07971384 -0.86474215 -0.689175022 0.2510303283
#> [17,] -1.23085055 -0.98026724 -0.80863647 -1.749665378 -2.3424551973
#> [18,] 0.71933081 0.40554332 0.12671974 -0.151215711 -0.7245365540
#> [19,] 0.34842780 1.01430148 1.30650840 0.338834771 -0.5097720294
#> [20,] -1.06813940 0.26865326 0.78586339 0.530876095 0.3364701031
#> [21,] -1.31122593 -0.29863526 0.41666448 -0.354625232 -0.9827976913
#> [22,] 1.24039856 0.73327423 -0.01727175 -1.491850916 -1.8841873147
#> [23,] -0.92228747 -0.26199703 -1.37008561 -1.394003222 -0.2903471534
#> [24,] 1.21765821 0.84238366 0.09219317 0.008751058 -0.4783146578
#> [25,] 1.03730368 1.07509677 0.78743278 0.753773954 0.6397813033
#> [26,] -0.72742617 -0.31715568 0.04158036 0.488651365 0.6557041705
#> [27,] 0.05241113 0.09633283 0.38959251 0.523973976 0.0556839343
#> [28,] -0.04560764 0.54082291 0.13966721 -0.016827385 0.0354890784
#> [29,] 0.03594397 0.12813964 0.56065598 0.806148860 0.7143469249
#> [30,] -0.37495069 0.26825064 0.75290621 0.841877479 0.9764916883
#> [31,] -1.11871708 -0.37271694 -0.59206071 -0.487389530 -1.1261034953
#> [32,] -0.01149711 -0.29018028 0.60734532 0.340864807 -0.3086001962
#> [33,] 0.68286783 0.83433131 1.30650840 0.676632618 -0.1330602953
#> [34,] 0.53583968 0.62778836 1.30650840 1.041632936 0.2459816144
#> [35,] 0.12768954 0.33548782 0.71955668 0.821171120 1.1737798954
#> [36,] 0.07671978 0.31495431 0.88669667 1.010776402 1.2017420035
#> [37,] 0.67620255 0.69703863 0.93966357 1.171961192 1.2017420035
#> [38,] 1.08709721 0.93941456 0.98949169 1.252350583 1.1322250959
#> [39,] 1.37213578 0.90760775 0.68659949 0.916988779 0.9326067131
#> [40,] -0.07540534 -0.28011484 -0.67170723 -0.514998008 0.0001480807
#> [41,] -2.28710076 -2.12088354 -2.46198845 -2.136590076 -1.3618396010
#> [42,] -1.77818733 -2.19496522 -2.37527967 -1.938458646 -0.8791048738
#> [43,] -1.60763468 -1.66954895 -2.52280229 -2.026968178 -0.8359966238
#> [44,] -0.90464410 -0.34050751 -0.40294925 -0.595793406 -0.8286177342
#> [45,] -1.52725929 -0.52651695 0.69444644 1.252350583 0.6906568056
#> [46,] -0.86661281 -0.10094990 0.93809418 1.252350583 0.4588043260
#> [47,] 0.38528285 0.83070775 0.93299367 0.241799092 -0.0184933247
#> [48,] 0.92909096 0.88586639 0.90631404 1.117150243 1.2017420035
#> [49,] 1.14041942 1.33116171 1.19861286 0.971799727 0.9496946680
#> [50,] 0.61033394 0.83191560 0.94005592 1.020926578 0.7535715488
#> [51,] 1.23294914 1.10247478 0.77997818 0.397705790 -0.1571387773
#> [52,] 0.38567493 -0.62314522 -1.00598722 -1.409837496 0.0292752766
#> [53,] 0.18297212 -0.10054728 0.10906411 0.446020627 -0.3311252277
#> [54,] -0.11304455 -0.35379390 0.42176499 0.523161962 -0.5066651285
#> [55,] -0.25615195 -1.07125886 -0.28406799 -0.049713954 -0.2006353899
#> [56,] 0.70992100 1.33116171 0.82078231 0.071682147 0.0401494298
#> [57,] 0.82166240 1.33116171 0.70111635 -0.048089926 0.0253916505
#> [58,] 0.49192727 0.67247894 0.24050049 -0.209680723 -0.4453038357
#> [59,] 0.70443195 1.33116171 0.61597696 0.081020309 0.3186054229
#> [60,] -1.98794749 -0.49954155 -0.13026781 0.323406504 -0.0262605769
#> [61,] -0.89876297 -0.41016039 -0.22600057 -0.240537257 -0.1384973719
#> [62,] -0.03345331 0.91485487 0.88198850 0.249107218 -0.0262605769
#> [63,] -0.74075672 0.06251293 0.23618467 0.096042569 0.0762671527
#> [64,] -1.73113832 -1.77624268 -2.32388216 -2.008291855 -1.0950344863
#> [65,] -1.16733439 -0.51685412 -0.56577343 -0.990838244 -0.6080277703
#> [66,] -1.54647097 -0.61388501 -1.13428482 -1.150399006 -0.6029790564
#> [67,] -2.28553246 -2.49290241 -1.55095777 -1.655065741 -1.8142820445
#> [68,] -2.32787657 -2.59879090 -1.61491039 -0.833713524 -0.7295852680
#> [69,] 0.05633188 -0.29380384 -1.16096445 -2.433787220 -2.4950817040
#> [70,] -0.20400596 -0.73748869 -1.38107134 -2.181250849 -2.2977934969
#> [71,] 0.69619838 0.52874438 -0.22286180 -0.837367588 -0.9905649435
#> [72,] 0.73893456 1.05617373 0.73956639 -0.305904388 -1.0744512678
#> [73,] 1.10199606 0.76910722 0.25776378 -0.467901192 -1.0655189277
#> [74,] 1.37213578 1.30338108 1.13976075 0.703023075 0.1201521279
#> [75,] 1.37213578 0.96961090 0.71641790 0.386337594 0.3038476436
#> [76,] 1.18864465 0.96920828 0.65403466 0.055847873 -0.1443228111
#> [77,] 1.01652370 0.49291139 0.01372369 -0.646138278 -1.2946528691
#> [78,] 0.52995855 0.71877999 0.29974495 -0.195876484 -0.5404526758
#> [79,] 0.88204196 0.77997790 0.94319470 0.713985265 0.3279261256
#> [80,] 0.98554977 1.10247478 1.12445920 1.252350583 1.0258137401
#> [81,] 1.37213578 1.28808160 1.06168362 0.842689493 0.8848381118
#> [82,] 1.12316812 1.27197689 1.21862258 1.252350583 1.1613522918
#> [83,] 0.96790639 1.27318474 1.30650840 1.006716332 0.7811452943
#> [84,] 1.02201275 1.06784965 0.47630128 0.677850639 0.9147420329
#> [85,] 1.23177291 1.33116171 1.05422901 1.012400430 0.8405647740
#> [86,] 0.73422966 0.34112447 -0.30486240 -0.579553125 -0.4903538988
#> [87,] 1.02789388 0.50015851 0.01882421 -0.242567292 -0.7925000112
#> [88,] 0.47663634 -0.03169964 -0.71015727 -0.545448535 -0.8577449301
#> [89,] -0.05031254 -1.40261334 -1.80245246 -1.882429676 -1.3967922361
#> [90,] -2.30944904 -1.83220656 -2.08808137 -1.648975636 -2.0539017763
#> [91,] -2.17222277 -1.91876939 -1.66787729 -1.268953058 -1.5583510829
#> [92,] -2.15183486 -2.59516734 -1.70750438 -1.191405716 -1.8045729792
#> [93,] -1.88091100 -2.04639924 -1.79852898 -1.651817685 -1.8232143845
#> [94,] -2.02088179 -2.04921757 -1.54311082 -0.530426275 -1.2628071348
#> [95,] 1.26784382 1.23332557 0.55280903 -0.160147866 -0.7730818806
#> [96,] 0.25197733 0.04842131 -0.61599390 -0.652634390 -0.3008329439
#> [97,] -0.51452941 -1.56325785 -1.92133372 -0.125231261 0.2603510310
#> [98,] 0.86283028 0.07861765 -0.14556936 -0.478051368 -0.4654986916
#> [99,] 1.01142673 0.29844698 -0.43669113 -1.519865401 -2.1789545375
#> [100,] 0.61033394 -0.72299444 -1.85816579 -1.620555144 -0.2526759800
#> [101,] 1.00632975 0.04399251 -0.61481685 -0.892990550 -0.7478383108
#> [102,] 0.86439858 -0.11705462 -0.62894136 -0.617311779 0.0110222339
#> [103,] 0.52956648 -0.62797664 -1.26768294 -1.471956572 -1.6834038441
#> [104,] -0.84975359 -0.30225882 0.10043247 0.268189549 0.7306581546
#> [105,] -1.27868370 -0.94081069 -0.36724564 0.369285298 0.9112467694
#> [106,] -0.96502366 -0.40130280 -0.03649678 0.226776832 0.6358976772
#> [107,] 0.47702842 0.72361141 0.95496512 0.810614937 0.4984173124
#> [108,] 0.96986677 1.26191144 1.30650840 0.627099761 -0.3303485025
#> [109,] 0.86126198 0.45989673 0.18439481 -0.494291649 -1.5525256437
#> [110,] -0.24517384 -0.82727246 -0.48887334 0.183334080 0.8479436636
#> [111,] 0.82675937 0.68697318 0.89415127 1.230020197 1.2017420035
#> [112,] 0.57936001 0.43976584 0.75212151 0.976671812 0.9896960171
#> [113,] 0.82362277 1.00947006 0.80783484 0.474441119 0.6945404317
#> [114,] -1.59508828 -1.53306151 -0.66542967 0.510169737 1.2017420035
#> [115,] -0.33495903 -0.56879182 0.17458613 1.252350583 1.0324159045
#> [116,] 0.76402736 0.73206638 0.96830493 1.246260478 1.2017420035
#> [117,] 0.85773330 1.02356169 1.30650840 1.115120208 1.1326134585
#> [118,] 0.92673851 1.13790515 1.16408629 1.252350583 1.0747474292
#> [119,] 0.43115564 0.37132081 0.18910298 0.151259525 0.6914335308
#> [120,] -0.26516967 0.04479775 -0.26915879 0.607611424 1.1671777310
#> [121,] -0.31261075 -0.28132269 -0.07298509 0.689624843 1.1314483707
#> [122,] 0.06456545 0.10639828 0.42294204 0.719669363 1.2017420035
#> [123,] 0.23864678 0.27549776 0.20832801 0.543462313 0.7811452943
#> [124,] -0.89523429 -0.77291906 -0.73055934 -0.239725243 0.5547298912
#> [125,] -0.75095067 -0.24146352 0.21617495 0.275903682 0.6992007830
#> [126,] -0.49727811 0.08828048 0.47002373 0.577160897 0.8906635510
#> [127,] -0.54354296 0.06694173 0.32171641 0.376593425 0.8215350060
#> [128,] -0.66312586 -0.06551953 0.44805227 0.600709304 0.8832846613
#> [129,] 0.22649245 0.38138625 0.86629461 1.135014552 1.1551384900
#> [130,] 0.36528703 0.79688785 1.03500399 1.185765431 1.2017420035
#> [131,] 0.73148513 1.09281195 1.11425817 1.171555185 1.1916445756
#> [132,] 0.50682612 0.84318890 0.84079203 1.037166859 1.2017420035
#> [133,] 0.61425469 0.99819676 1.04245859 1.074519505 1.2017420035
#> [134,] 0.66757690 1.03362713 0.83961498 0.770826249 0.9302765374
#> [135,] 0.59386679 0.65194543 0.69444644 0.640904000 0.8786243100
#> [136,] 0.70639233 0.94666168 1.26256549 1.216621965 0.9873658415
#> [137,] 0.44330996 0.71636428 1.08051629 1.246666485 1.0848448572
#> [138,] 0.29236106 0.37373651 1.00910906 1.252350583 1.1935863886
#> [139,] 0.61229431 0.86291717 1.08365507 1.252350583 0.9590153707
#> V28 V29 V3 V30 V31
#> [1,] 0.69620461 -0.152719500 1.93218823 1.311304535 1.7472748244
#> [2,] -1.75594514 -1.828034092 0.56422857 -1.056308600 0.6558386683
#> [3,] 1.29445900 0.367791318 0.15613976 -0.499644765 0.0950963803
#> [4,] -1.25434125 -1.267190054 -0.43012866 -0.335751465 0.3262753529
#> [5,] -0.56963155 -1.791097354 2.57018623 -1.730039079 0.4382299498
#> [6,] -0.29966263 -1.455694787 1.19360497 -2.229841973 -1.7393111912
#> [7,] 0.75329773 -0.040211044 -0.74050606 -0.563195229 -0.4685538194
#> [8,] -2.44432512 -1.009057446 -1.06812666 -1.636863587 -1.4548205057
#> [9,] 0.34385846 -0.558174502 -0.49910142 -0.549338361 0.2293449661
#> [10,] -0.75273736 -1.300305750 0.50962514 -1.633996649 -1.6254179866
#> [11,] 0.04697421 0.250188140 -0.67728104 1.381066698 0.4959035300
#> [12,] 0.95434710 0.436145512 -0.80947882 0.939558214 1.7283733990
#> [13,] -1.23884455 -0.809938707 1.12750608 0.244325699 1.2320898182
#> [14,] -0.88527498 0.252310941 1.19360497 0.814368579 1.4778083489
#> [15,] -0.59940154 0.309202009 -0.36690364 0.249103929 -0.0730778409
#> [16,] 1.09177841 1.530237176 -0.83534360 1.583663664 1.6362895315
#> [17,] -1.61647479 -0.335280391 -0.10538194 1.230074619 1.5456596197
#> [18,] -0.77475900 -0.595960360 0.49525581 -0.768659134 -1.5876151358
#> [19,] -0.26663018 0.950712488 -0.39851615 0.392928663 -0.0662927139
#> [20,] 0.42256541 -0.315750621 -0.38989455 -1.019994050 -0.6653225047
#> [21,] -0.54597869 -0.711440738 -1.05950506 0.222345839 -0.5116878415
#> [22,] -0.47175762 -0.284333166 -1.08536984 -0.426537841 1.2723159288
#> [23,] 0.49882551 -0.045305767 0.76252524 -0.368243431 0.4474383365
#> [24,] -0.11655682 0.597053832 -0.08239102 0.862628705 0.4503462481
#> [25,] 0.81854702 1.530237176 -0.45024572 1.207139113 0.8211049779
#> [26,] 0.97963119 0.845421555 -0.66291171 0.701602343 0.6713475302
#> [27,] 0.29940738 0.454401601 -0.63417307 0.294974941 -0.0294591669
#> [28,] 0.70639981 1.530237176 0.24810344 1.840254634 1.9818463607
#> [29,] 0.43276061 0.988922907 -0.03353531 1.723187990 1.9450128136
#> [30,] 1.05018199 1.266585285 -0.60256055 1.340451740 1.1521222491
#> [31,] -1.29512206 0.122820077 -0.11112967 1.380588875 1.5243349346
#> [32,] -1.07286667 -1.445929903 -0.64566852 -2.109908391 -1.1965010247
#> [33,] -0.70910190 -0.670258397 0.61883200 -0.592342434 -0.1869710455
#> [34,] -0.33351070 -0.407031067 0.56422857 -0.182848094 0.3451767784
#> [35,] 0.94129724 0.290521360 -0.48760596 0.262005151 0.5908953091
#> [36,] 1.20678027 0.881933734 -0.87270385 0.893209380 0.8695701713
#> [37,] 0.78551457 0.504075146 -0.59968669 0.404396416 0.4261136514
#> [38,] 0.92416930 0.759235833 -0.97328912 0.569723185 0.4813639719
#> [39,] 0.90704136 0.777916482 -1.07962212 0.581190938 0.4479229885
#> [40,] 0.68804845 1.530237176 -1.15721647 1.622845153 1.3421058073
#> [41,] -0.80371337 -0.505104475 -0.83821747 -0.125031507 0.5792636627
#> [42,] -0.14469557 -0.023653196 0.21361706 0.161184491 1.0367750887
#> [43,] 0.07225830 0.182258506 -0.31517407 0.321733031 1.0450141716
#> [44,] 0.02903065 1.444051453 -0.70601969 2.021349564 2.2484049245
#> [45,] -0.03417959 -0.364575046 -0.44162412 -0.540737546 -0.6289736096
#> [46,] -0.28824400 -0.482178224 -0.84971293 -0.999925482 -1.0472282290
#> [47,] 0.08857063 -0.225743857 -0.97041525 -0.954054471 -1.3089402735
#> [48,] 0.94129724 0.155511213 -0.87845158 -0.530703263 -0.9750150908
#> [49,] 0.20031003 -0.838384241 -0.29218315 -1.206822856 -0.3614457419
#> [50,] -0.13286914 -1.454421107 -1.13997328 -1.599115567 -0.9280038531
#> [51,] -0.95174769 -0.703374094 -1.05950506 0.183164351 0.0107669437
#> [52,] 0.76961005 1.111196247 -1.11123463 1.072393018 -0.2553069683
#> [53,] -0.30251729 1.053456059 0.42053533 1.331850925 0.3180362701
#> [54,] -1.56468317 -0.588742837 -0.09963421 0.410130292 0.4101201376
#> [55,] -0.74376559 -0.347168077 -0.01054440 -0.448517701 -0.0861634432
#> [56,] -0.73887189 -1.041748582 3.47545365 -0.627701339 -0.4045797640
#> [57,] -0.40079902 -0.689363607 1.51260397 -0.271723178 -0.3226735871
#> [58,] -1.09284927 -1.231526996 0.55848084 -0.636779976 -1.0864850357
#> [59,] -0.28620496 -0.619735732 0.92633554 -0.058136282 -0.0003800508
#> [60,] 0.48496004 0.712109649 0.23086025 1.213828636 1.3983254317
#> [61,] 0.34548969 1.530237176 -0.49622755 1.286935560 0.2918650656
#> [62,] 0.63788806 1.530237176 -0.22895812 1.238675433 0.2521236070
#> [63,] 0.68927187 1.530237176 -0.73475833 0.917578354 -0.0318824265
#> [64,] -0.17976707 0.668379947 -1.15146874 0.830614562 0.2957422811
#> [65,] -0.61285920 -1.056608189 0.47513876 -1.105524373 -0.3953713773
#> [66,] -0.69727547 -0.786163335 0.36593190 -0.722310299 -0.5029641067
#> [67,] -2.00430024 -2.542144367 3.15932852 -1.547510680 -1.4189562626
#> [68,] -0.98845041 -1.506642013 0.77402070 -1.898232787 -0.6527215544
#> [69,] -2.42638156 -2.273822314 -0.47323663 -1.937892099 -0.7961785270
#> [70,] -2.66780392 -2.287408240 0.65044452 -1.497339261 -1.0724301296
#> [71,] -1.02719217 -0.847724565 0.06417609 -0.925385089 -0.9086177757
#> [72,] -1.45049692 -1.395831798 0.80850708 -1.536520750 -0.7462593777
#> [73,] -1.10630693 -0.955138299 0.20499547 -1.252216044 -0.9551443614
#> [74,] -0.41792696 -0.607848046 -0.24332745 -0.422237434 -0.4011872005
#> [75,] 0.36384105 -0.054221531 -0.64279466 -0.701763909 -1.3714603730
#> [76,] -0.95541796 -1.670946814 4.51291886 -1.791678250 -1.6772757436
#> [77,] -1.77062623 -1.373330107 0.77689457 -0.953098825 -0.8572446707
#> [78,] -1.34854491 -1.370358185 0.05842836 -1.158084907 -1.3816380637
#> [79,] -0.09208834 -0.331459349 -0.34678658 -0.837943474 -1.2483587817
#> [80,] 1.19046795 1.089543677 -0.36977750 0.681533775 0.2690864247
#> [81,] 0.93885039 0.600874874 -0.53933553 0.118658241 -0.5533679079
#> [82,] 0.91764437 0.386471967 -0.43012866 -0.005575748 -0.2121729461
#> [83,] 0.52166276 0.183532187 -0.24620131 -0.094450832 -0.2935944711
#> [84,] 0.10365952 -0.261831474 0.75102979 -0.265033656 -0.1947254765
#> [85,] 0.11344692 -0.032144400 1.64767561 -0.049057644 -0.6813160185
#> [86,] -0.57901114 -0.684693445 0.46076944 -0.635824330 -0.5858395875
#> [87,] -1.40196776 -0.663889994 0.57859790 -0.930641142 -0.8877777426
#> [88,] -0.48358406 -0.797626461 2.75411358 -1.147094977 -1.0772766489
#> [89,] -1.62259191 -1.887897082 -0.55083099 -1.958438489 -1.8813142080
#> [90,] -1.70333791 -0.777247570 1.26257773 0.349924590 -0.9977937317
#> [91,] -1.37627586 -1.111801017 0.58147176 -0.265989302 -1.2556285607
#> [92,] -0.64385262 0.213251401 -0.21458880 1.216695574 -0.2814781727
#> [93,] -0.28212688 -0.249943789 -0.48760596 0.552043733 -0.5242887918
#> [94,] -0.28008784 -0.393020580 1.43500962 1.292191613 0.3543851651
#> [95,] -0.59654688 0.532096120 3.55879573 -0.248309849 0.0941270764
#> [96,] 0.63707244 1.118838331 0.56135471 1.355742077 2.3017166373
#> [97,] -0.69482862 -0.719507382 2.44086231 -0.138888375 -0.2713004821
#> [98,] -0.34656055 -0.889331466 -0.26631837 -1.773520975 -1.8934305063
#> [99,] -2.53975220 -1.559712039 -0.89569477 -1.029072687 -0.7821236209
#> [100,] 0.70150611 1.091241917 -1.09686530 0.980173172 0.1265987560
#> [101,] -0.25684279 0.329156339 -0.03066145 0.261049505 -0.6556294660
#> [102,] 0.67744544 0.771548079 -0.42438093 0.091900151 -0.9483592344
#> [103,] -1.28084878 -0.267775317 -1.18308125 0.200843803 -0.1423830676
#> [104,] 0.91111944 0.905284545 -0.43875026 1.585097133 2.3022012892
#> [105,] 1.02897597 1.253423918 -0.39564228 2.021349564 2.1330577642
#> [106,] 0.92131464 0.964722975 -0.61118215 1.491921642 2.0152873441
#> [107,] -0.01909070 -0.436325721 -0.23183199 -0.268856240 0.3606856403
#> [108,] -1.54551619 -2.654228263 -0.97041525 -1.549899795 -0.2771163053
#> [109,] -0.89302333 0.005641458 -0.64566852 0.781398790 1.5325740175
#> [110,] 1.29445900 0.785983126 -0.89282090 -0.157045650 -0.7549831126
#> [111,] 1.15131838 0.998263231 -0.39564228 0.232857946 -1.3196026161
#> [112,] 0.74187911 0.349959789 -0.71464128 -0.439439063 -1.7204097658
#> [113,] 0.64645203 -0.255887632 -0.05365237 -0.963133109 -0.6890704495
#> [114,] 0.98370928 0.901463503 0.14177044 0.932868691 0.4193285243
#> [115,] -0.30007044 -0.545013135 -0.11687740 -0.845588642 -2.1444802083
#> [116,] 0.29288245 -0.736489790 -0.88994704 -0.881903193 -0.5126571454
#> [117,] 0.21784577 -0.950043576 0.07567155 -1.362593165 -0.7884240960
#> [118,] 0.74962746 0.636962492 -0.23757972 0.274906373 0.2152900600
#> [119,] 1.09422525 0.828863707 0.01819425 -0.018954793 -0.2635460511
#> [120,] 0.96291107 0.683239555 0.81138095 0.450745250 0.3514772535
#> [121,] 1.04161802 0.865800446 0.32282392 0.145416331 0.2404919606
#> [122,] 1.27039833 1.017793001 0.73378660 0.340368129 0.4697323255
#> [123,] 1.22105355 0.757113032 0.22511252 -0.440394709 -0.8257422950
#> [124,] 1.07342704 1.530237176 -0.93018114 1.268778285 0.2991348446
#> [125,] 1.29445900 1.451693537 -0.79510950 0.677233368 0.4561620714
#> [126,] 1.29445900 1.101431363 -0.74625379 0.327944730 0.5138356515
#> [127,] 1.29445900 1.058126221 -0.59106509 0.354224997 0.5700552759
#> [128,] 1.20025534 1.078929671 -0.13412058 0.598392567 0.7721551325
#> [129,] 1.21779109 1.302672903 -0.45886731 1.324683580 0.7513150994
#> [130,] 1.12929675 0.987649226 -0.33816499 0.521940882 -0.0028033105
#> [131,] 1.29445900 1.120961132 -0.45024572 0.305487047 -0.5087799299
#> [132,] 1.18802110 0.870470608 -0.01341826 0.182208705 -0.2931098191
#> [133,] 1.22023794 0.971515938 -0.17148083 0.292108002 -0.4409286591
#> [134,] 1.27610764 0.925663435 -0.08239102 0.143027216 -0.4714617310
#> [135,] 1.29445900 0.636962492 0.17625682 -0.190493262 0.7585848784
#> [136,] 1.29445900 1.144736504 -0.36977750 0.784743551 1.3493755863
#> [137,] 1.29445900 0.948589687 -0.70889355 0.577846177 1.3619765366
#> [138,] 0.59996191 0.270142470 0.18200455 0.655253509 0.9626233427
#> [139,] 0.31694313 0.308777449 -0.83534360 1.236764141 1.3159346029
#> V32 V33 V34 V35 V36
#> [1,] 0.396514519 -1.11465465 -0.53034194 0.141088197 -0.29809571
#> [2,] 1.520471460 1.00817973 -0.19065962 0.033685139 -0.30971683
#> [3,] 0.599267536 -0.60663017 -1.27522906 -0.736999164 0.12851199
#> [4,] 0.265753515 -0.39823544 -0.75061817 -0.946415878 -0.36819732
#> [5,] 1.022404267 -0.56475180 -0.89071557 -0.345112740 0.49663919
#> [6,] -1.768633035 -1.54939199 0.02875447 -0.076797576 -1.04522149
#> [7,] -0.812657458 -0.63853750 -0.55965463 -0.426723665 -0.42742757
#> [8,] -1.469400926 -1.18694469 -0.68466462 -0.529892194 -0.07092149
#> [9,] 0.558129243 -0.12652460 -0.14582845 1.361402503 1.47056432
#> [10,] -0.278839129 0.12075718 -0.36955323 -0.323940094 0.10152099
#> [11,] -0.279818612 1.32226748 2.05089885 1.528858883 1.39221545
#> [12,] 1.526348359 1.28288187 0.92408465 0.913697286 0.79991303
#> [13,] 1.514594561 1.79788608 1.69440484 0.840170462 0.75792703
#> [14,] 1.834395817 1.30481816 1.29437286 1.376030877 1.62351330
#> [15,] 0.871563858 1.55060429 0.98917606 0.715829288 1.38134408
#> [16,] 1.633601767 1.57752610 0.95382841 0.698506214 0.71931491
#> [17,] 1.476394717 1.96938797 2.36902772 2.361521295 1.92003938
#> [18,] -1.876376184 -1.72538084 -0.42128150 -0.098740136 -0.73932353
#> [19,] 0.366150541 -0.38278033 -0.37213964 -0.380913759 -0.60436854
#> [20,] -0.181380553 -0.36283825 -0.96830798 -0.476768101 -0.24111471
#> [21,] -1.295542662 -0.10309266 0.58397126 -0.139160641 0.24059960
#> [22,] 1.647804273 0.54203362 0.07789633 0.652311351 0.64883842
#> [23,] 1.187447181 0.01306995 -1.15496083 -0.530662108 0.31407509
#> [24,] 1.018976076 1.99930109 2.19832442 1.840674210 1.07094762
#> [25,] 0.618857199 0.80676472 1.25859414 1.139282202 0.48876682
#> [26,] 0.463119375 0.26483871 0.56715957 0.493324030 0.03404350
#> [27,] -0.444371785 0.62728601 2.06986588 1.812187378 1.07956974
#> [28,] 1.635560733 1.39804738 0.75295028 0.204221176 0.26534135
#> [29,] 1.602748047 1.36314874 1.58232691 1.983108372 2.30990934
#> [30,] 1.207036845 1.71961342 2.08366009 2.330339762 2.28066909
#> [31,] -0.075106629 -0.35835128 0.49689533 1.120419299 1.30262034
#> [32,] 0.680074898 0.72649785 1.30342531 1.321366955 1.19353173
#> [33,] 0.145277085 0.64174401 0.59000622 0.573780083 0.53712569
#> [34,] 0.443529711 0.99023186 0.72493080 0.804754400 0.83964977
#> [35,] 0.197189693 -0.64850854 -0.95623805 -0.847096922 -0.47878543
#> [36,] 0.369088990 -0.18934216 -0.75148030 -0.942951263 -0.43417532
#> [37,] 0.437163071 0.33812585 0.45465058 0.512571889 0.46215070
#> [38,] 0.593390637 0.52059588 0.62492281 0.641147592 0.55474481
#> [39,] 0.337255787 0.23193428 0.52577695 0.694656642 0.54199906
#> [40,] 0.950901995 0.68312383 0.67966856 0.614970503 0.62859517
#> [41,] 0.858830577 1.32924721 2.13711263 2.361521295 2.12884473
#> [42,] 0.558618984 0.91544906 1.94140734 2.161728511 2.19932122
#> [43,] 0.557149759 1.24798323 2.05564061 2.175971927 2.16183373
#> [44,] 2.252635132 1.77694690 1.12410063 0.608811188 0.28296047
#> [45,] -1.067812825 -1.23530423 -0.79631147 -0.294683348 -0.56013330
#> [46,] -1.574695367 -1.37539734 -1.01615663 -0.736614207 -0.76893865
#> [47,] -0.787190896 -0.71082754 -0.44499029 -0.725065491 -0.58112630
#> [48,] -0.625086430 -1.17248668 -0.78769010 -0.499095618 -0.58562480
#> [49,] 0.183966671 -0.03329538 -0.40490088 -0.541440909 -0.93350875
#> [50,] -0.955172260 -0.90775557 -1.03900329 -1.088850040 -1.30688420
#> [51,] -0.509507416 -0.18086677 -0.26006172 -1.083075682 -1.18729909
#> [52,] -1.428262632 -1.19093311 -0.62733245 -0.316240951 -0.57212930
#> [53,] -0.655450409 -0.22922631 0.36498824 -0.368595129 -1.10182761
#> [54,] -0.088329652 -0.17538270 -0.19755672 -0.879818283 -0.90576801
#> [55,] -0.449269201 -0.06420561 -0.01952525 -0.597259703 -1.05046974
#> [56,] -1.695661539 -1.33351897 -1.52524904 -0.103359622 1.12792861
#> [57,] -1.294563179 -1.21137374 -1.44463915 0.039074540 1.24039110
#> [58,] -1.082994814 -1.07477049 -1.36833995 -0.054085101 0.75155416
#> [59,] -1.182902098 -1.14008080 -1.22091438 0.283907316 1.05407825
#> [60,] 0.398473485 -1.33850449 -0.50533994 0.469071726 0.35568621
#> [61,] 0.102179826 0.53405678 0.14169453 -0.794357786 -1.14231410
#> [62,] 0.167315457 1.97886045 1.30773600 0.019056766 -0.85478501
#> [63,] -0.253862308 0.99621448 0.50465457 -0.492551346 -1.09545473
#> [64,] -0.989943912 0.28627644 0.23265008 -0.603803975 -0.22611972
#> [65,] 0.197679435 0.73896165 0.77062411 0.958352321 1.39633908
#> [66,] -0.145139676 0.28079237 0.01496026 -0.643454566 -0.75806727
#> [67,] -1.148130445 -0.82998146 -0.85493685 -0.461369813 -0.93650775
#> [68,] -0.349361917 -0.38726730 -0.35662116 -0.087576377 -1.15618447
#> [69,] 0.184456412 -0.07916217 0.47879044 0.372447470 -0.12265423
#> [70,] -0.639288936 -0.58469388 0.02530592 -0.079107319 -0.24973684
#> [71,] -0.587866070 -0.44908774 -0.71009769 -0.667706869 -0.55900867
#> [72,] 0.112464399 0.44980150 0.50508564 0.511417018 0.29270722
#> [73,] -0.522240697 -0.47301824 0.08306915 0.049468384 0.13376024
#> [74,] -0.877793089 -1.16151854 -0.63250528 -0.133771240 -0.02856062
#> [75,] -1.487521364 -1.21536215 -0.56956921 -0.001345965 0.04491487
#> [76,] -1.587428648 -1.29014495 -0.66699079 0.218849550 0.44415670
#> [77,] -1.235304447 -0.57871126 0.55810712 0.793205684 0.59935493
#> [78,] -1.568818468 -0.46354575 0.04341081 0.160336056 0.26234235
#> [79,] -1.504172578 -1.49704403 -1.51231698 -1.249762147 -0.70558478
#> [80,] -0.528607338 -0.78411468 -0.84933295 -0.645379352 -0.86415689
#> [81,] -0.458084549 -0.90625992 -1.60672107 -1.058053464 -0.76856377
#> [82,] -0.252882825 -1.00646887 -1.28643685 -1.300191540 -0.91176600
#> [83,] -0.438984628 -1.02840516 -1.35411468 -1.176620280 -0.86715588
#> [84,] -0.541830361 -1.32105518 -1.24720958 -0.787428557 -0.86940513
#> [85,] -0.875834123 -1.19641718 -0.27989089 -0.073717918 -0.56500667
#> [86,] -0.813636941 -1.30609862 -0.94675453 -1.014938259 -0.84353876
#> [87,] -1.453729195 -1.67253433 -1.04719359 -0.754322238 -0.75769240
#> [88,] -0.928726214 -0.52137778 -0.39800378 -0.428263494 -1.04859536
#> [89,] -1.407203744 -0.94016145 -1.21358620 -0.842477435 -1.04934511
#> [90,] -0.460043516 0.63426573 1.15858615 1.832590109 1.76521603
#> [91,] -0.440943594 0.34061861 0.93830992 1.093087339 1.32586259
#> [92,] -0.242108510 0.82670680 1.76897976 1.577363489 1.25051272
#> [93,] 0.033126262 1.84126010 2.05348526 2.361521295 2.01450787
#> [94,] 0.591431671 0.49267697 0.99736637 1.782930631 1.71235866
#> [95,] -0.008012031 0.03101782 -0.87649030 -1.402205196 0.14275724
#> [96,] 2.415719080 1.51271434 1.27540583 1.325986441 0.11089287
#> [97,] -1.449321521 -1.62118347 -1.29850678 -1.367559049 -1.06471498
#> [98,] -0.973782440 -0.89230046 0.01625347 -0.211147636 -0.79180602
#> [99,] 0.303463618 -0.08065782 -0.90278550 -1.356395290 -0.50577643
#> [100,] 0.296117494 -0.02980552 -0.22773155 -0.391307604 -0.55675942
#> [101,] -0.655450409 0.10879194 -0.06392535 -0.556069283 -1.08495823
#> [102,] -0.723524489 -0.60463596 -0.88209419 -0.931402547 -1.08083461
#> [103,] -0.303815950 0.16762107 -0.03245732 -0.297378048 -0.63735754
#> [104,] 2.483303419 1.83278472 1.16548325 1.054206662 1.14179898
#> [105,] 2.077797386 1.74852943 1.33661762 1.414141639 1.55641068
#> [106,] 2.099346016 1.54861009 0.97451971 0.919086687 1.12830349
#> [107,] 0.741292596 0.57443949 0.13609063 -0.206143193 -0.56500667
#> [108,] 0.334317338 0.65370926 0.87149424 0.532204706 -0.02293749
#> [109,] 2.049392374 2.94256145 2.41256568 1.112335198 0.02504650
#> [110,] -1.644728414 -1.24527527 0.09901871 1.043427861 1.33148571
#> [111,] -0.631942813 -0.22573645 0.46240982 1.531168626 2.07036424
#> [112,] -0.629004363 0.30771418 0.90382441 1.623558353 2.26117559
#> [113,] 0.197679435 1.19513672 1.27669904 0.693116813 0.50601107
#> [114,] 0.467527049 1.35916033 0.98314109 0.457523010 -0.09753761
#> [115,] -1.167230367 -0.95312381 -1.07909270 -0.811680860 -0.90351876
#> [116,] 0.214820390 0.07339474 -0.36394933 -1.198562840 -0.35732595
#> [117,] -0.267085331 -0.32295409 -0.46395732 -1.155447635 -0.04280587
#> [118,] -0.087839910 -0.76516971 -0.45059419 -0.106824237 0.17162261
#> [119,] 0.026269880 0.07090198 -0.33765413 -0.992610741 -0.88514988
#> [120,] 1.516553528 0.96729846 -0.58810518 -1.353700590 -0.76444015
#> [121,] 1.300087746 0.93688679 -0.29972006 -1.289412738 -0.25535996
#> [122,] 1.064032302 0.43584204 -0.51051277 -1.372563492 -0.18075985
#> [123,] -0.715198882 -0.85540762 -0.44326602 -0.843247350 -0.25573484
#> [124,] 0.274079122 0.54951190 0.01237385 -0.741233693 -0.86940513
#> [125,] -0.021235054 -0.17039718 -0.29152975 -0.739693865 -0.91626450
#> [126,] 0.058592824 -0.54879814 -0.70923555 -0.769720526 -1.09320548
#> [127,] 0.111484916 -0.57322719 -0.95278950 -0.915234345 -1.13856535
#> [128,] 0.408268317 -0.09711004 -0.40102126 -0.885592641 -1.06958836
#> [129,] -0.410579616 -0.13450144 -0.31696282 -0.975672625 -1.27389521
#> [130,] -0.467879381 -0.48996901 -0.84933295 -1.095779269 -1.32000483
#> [131,] -0.650063251 -1.02591240 -0.98555074 -0.807061374 -1.01148274
#> [132,] -0.524199664 -0.61261280 -0.82864164 -1.023792274 -1.33724908
#> [133,] -0.486489561 -0.62956356 -0.65793835 -0.594565002 -0.96649775
#> [134,] -0.867508516 -1.22284043 -1.20668910 -1.120031573 -1.40885019
#> [135,] 1.111537235 0.42936087 -0.76053275 -1.106943028 -1.27614446
#> [136,] 1.411259086 0.60136130 -0.77949979 -1.130810374 -0.95262737
#> [137,] 1.503330505 0.54801624 -0.92821857 -1.065367651 -0.89677101
#> [138,] 0.355376226 -0.75470011 -1.28040189 -1.189323868 -1.30238570
#> [139,] 0.162418041 -1.18794179 -1.03038191 -0.856335894 -0.73819890
#> V37 V38 V39 V4 V40
#> [1,] 1.02044759 1.519064827 0.96433321 1.436148077 0.82129017
#> [2,] 0.72938548 2.445714325 3.03430294 -0.809698821 3.16034491
#> [3,] 0.39885731 -0.074430108 -0.21197488 -0.326253418 -0.38241853
#> [4,] 0.07120688 0.349271145 0.35424173 -0.888994099 0.07298196
#> [5,] 1.03565847 0.405554521 1.01236464 2.267469538 1.56486557
#> [6,] -0.70660318 0.246610267 0.46231244 -0.518096832 -0.32141800
#> [7,] 0.14808346 0.537482753 0.30159190 -0.533444305 -0.33403880
#> [8,] -0.10351261 -0.807464794 -1.06129981 -0.694592773 -1.08760567
#> [9,] 0.09217322 -1.222610974 0.18336070 -0.083251761 1.55487411
#> [10,] 0.76761821 0.336213402 1.02160145 -0.185568248 0.97852429
#> [11,] 0.88601636 0.599169333 -0.93983572 -0.134410004 1.54067571
#> [12,] 0.85559461 0.837360580 -0.16763818 -0.622971232 -0.85254329
#> [13,] 1.13103475 1.754554471 1.38507003 1.868435237 1.13523254
#> [14,] 2.16989628 2.979730995 2.52443088 -0.382527486 2.05286980
#> [15,] 2.08767535 2.642931274 2.96595052 -0.574370900 3.22870757
#> [16,] 0.69485268 0.130441380 -0.74724818 -1.139669493 -1.20487393
#> [17,] 0.77378478 -0.155478169 -0.43827679 -0.891552011 -0.40766013
#> [18,] -1.29818282 -0.848889358 -0.40733347 1.351736975 -0.61905851
#> [19,] -1.16745153 -1.251428062 -1.03358937 -0.326253418 -1.34159925
#> [20,] -0.92325535 -1.051059244 -0.74170609 -0.229052755 -0.65586918
#> [21,] 0.16740538 0.742354241 1.47235791 -0.848067504 1.22831093
#> [22,] -0.94463279 0.202033834 0.61148697 0.152076160 0.61672805
#> [23,] 0.71869676 -0.104597997 -0.53018308 0.791554207 -0.68847291
#> [24,] 0.16164991 -0.455806262 -0.27801809 -0.415780345 0.26544915
#> [25,] -0.36333077 -0.911476472 -0.80174537 -0.103715058 -0.26883134
#> [26,] -0.96806576 -1.337879327 -1.12133909 -0.807140909 -1.06551927
#> [27,] -0.07720191 -0.104597997 -0.27016680 -0.042325166 -0.29407294
#> [28,] -0.27740989 -0.808365328 -0.74170609 -0.198357809 -1.21749473
#> [29,] 2.25663937 1.803633575 1.21372716 -0.602507934 0.47316646
#> [30,] 2.37832636 2.253900581 1.53239719 -0.466938588 0.87229923
#> [31,] 0.99824794 1.646940657 2.56876758 -0.722729807 3.06148198
#> [32,] 0.75405176 -0.883109651 0.67014073 0.939913113 1.71053063
#> [33,] 0.25743730 -0.426088640 -0.96154223 -0.177894511 0.36168274
#> [34,] 0.57193238 -0.249133706 -1.29776222 0.200676492 -0.18206335
#> [35,] -0.36949734 -0.078032244 -0.26000631 -1.175480264 -0.67164517
#> [36,] -0.41266333 -0.125310280 0.04850323 -0.707382334 -0.54385958
#> [37,] 0.38775749 0.055246790 -0.66596423 -0.886436187 -0.66638651
#> [38,] 0.49012255 0.183572887 -0.67243000 -0.167662863 -0.74000783
#> [39,] 0.62085384 0.161960070 -0.46413987 -0.594834198 -1.03291554
#> [40,] 0.38117981 0.037686377 0.04480851 -1.185711912 -0.15997695
#> [41,] 1.98366586 1.661799468 1.57488653 -0.070462200 1.66635783
#> [42,] 1.69877032 1.319596543 1.14214186 -0.605065846 1.57275357
#> [43,] 1.67657067 1.526269099 1.45203692 -0.584602549 1.87354928
#> [44,] 0.42969016 -0.628258525 -1.19523360 -0.295558472 -0.87515556
#> [45,] -1.05891989 -1.350486803 -1.27420834 -0.978521025 -0.98138061
#> [46,] -1.31750474 -1.029446428 -0.70429700 -0.794351348 -0.35559933
#> [47,] -0.18408913 -0.230222492 -0.16902370 -1.057816303 -0.18469268
#> [48,] -0.61040468 -0.802061590 -1.34671732 -0.367180013 -1.59874803
#> [49,] -0.44925165 -0.507586968 -0.78003886 -0.722729807 -0.87936249
#> [50,] -1.05275332 -0.904722467 -0.90335031 -0.556465515 -0.89566436
#> [51,] -1.33805997 -1.315365977 -0.73570216 -0.157431214 -0.51966972
#> [52,] -0.94381058 -0.597190102 -0.37546647 -0.374853750 -0.19310655
#> [53,] -0.65398178 -0.754333287 -1.33009106 -1.001542235 -0.98400995
#> [54,] -0.61821567 -0.682740833 -1.05483404 -0.730403543 -0.40029800
#> [55,] -0.95449930 -1.133908373 -0.33159161 -0.438801554 0.01145557
#> [56,] 1.41510809 0.096671354 -1.23541373 2.300722396 -0.06847616
#> [57,] 1.51500653 0.057047858 -1.24603606 0.773648821 -0.24569321
#> [58,] 0.49053366 -0.466162403 -1.05668140 0.098360005 0.04563690
#> [59,] 1.14665673 -0.547660731 -0.61700912 -0.006514395 0.94118776
#> [60,] -0.93641070 -0.487775220 -0.22998667 -0.709940246 0.35537234
#> [61,] -1.27392764 -0.664730153 -0.33528633 -1.178038176 -0.52808359
#> [62,] -0.83692336 -0.549912066 0.87335061 -0.167662863 0.85441977
#> [63,] -1.10455251 -0.493178424 0.08914521 -0.750866841 -0.55858385
#> [64,] 0.34788033 0.990001095 1.49314074 -0.973405201 1.15521547
#> [65,] 1.34398698 1.257909963 0.96618058 1.914477656 1.29614773
#> [66,] -1.07330856 -0.573776218 -0.01569261 0.668774422 0.28385448
#> [67,] -1.05275332 -0.612048913 -0.68951810 1.809603256 -1.54090270
#> [68,] -0.73990266 -0.703453116 -0.67981945 1.684265559 -0.82256889
#> [69,] -0.54051689 0.291186701 0.17966597 -0.346716716 -0.86621582
#> [70,] 0.40091284 0.446528818 -0.67751024 -0.001398571 0.11505129
#> [71,] -0.17792256 0.483000446 0.16996732 1.469400936 -0.23254654
#> [72,] 0.24674858 0.445628284 0.45723220 0.246718911 0.67089231
#> [73,] 0.36925777 0.466790833 0.66967889 -0.344158804 0.14397396
#> [74,] -0.29796512 -0.482372015 -0.05494907 0.694353544 0.20865555
#> [75,] -0.15860064 -0.486424419 -0.01707814 1.315926205 0.45476113
#> [76,] 0.33184725 0.535231418 0.29558797 5.326732511 -0.13526122
#> [77,] 0.36268010 -0.001486853 -0.03324256 1.277557522 -0.51493692
#> [78,] 0.02886310 0.161509803 0.25494600 0.824807065 0.17710356
#> [79,] -0.62232672 -0.063173433 0.37641009 -0.372295838 -0.11475242
#> [80,] -1.20157322 -0.848439091 -0.70752988 -0.796909260 -0.46340199
#> [81,] -0.51831723 -0.242829968 -0.48307534 -0.206031546 -0.23254654
#> [82,] -0.44390729 -0.598090636 -0.77264941 0.609942442 -0.48654012
#> [83,] -0.41430775 -0.417083300 -0.60361574 -0.702266509 -0.39188413
#> [84,] -1.07577518 -0.875455112 -0.60084470 0.962934323 -0.58803238
#> [85,] -0.50187305 -0.372056599 -0.64425772 -0.239284404 -0.64009318
#> [86,] -0.75264690 -0.876355646 -0.74817186 -0.776445963 -0.27724521
#> [87,] -0.79129074 -1.096986479 -0.21151304 0.031854288 -0.07951936
#> [88,] -0.77155772 -0.101896395 0.14595161 2.461870864 -0.22150334
#> [89,] -0.44061845 -0.341438443 -0.48538454 1.244304664 -1.03975181
#> [90,] 1.73248090 2.536668261 2.55860708 -0.418338257 1.54014984
#> [91,] 1.53021740 1.985541445 1.61691403 0.221139789 1.10525814
#> [92,] 1.40688599 2.145836499 1.99239047 2.912063408 1.51280478
#> [93,] 2.36475990 2.665894891 1.85984220 0.806901680 0.85915257
#> [94,] 1.96763278 2.590700301 2.04411662 1.822392817 0.90700643
#> [95,] 0.76556269 -0.404926090 -0.57867635 2.492565810 -0.22518441
#> [96,] -0.84432325 -0.703903383 -0.88025828 -0.272537262 -0.10370922
#> [97,] -0.76169121 -0.808815595 -0.13207645 2.495123722 -0.49916092
#> [98,] -0.90640006 -0.546760197 -0.60961967 0.758301348 -0.53491985
#> [99,] 0.08354002 0.059299193 -0.29233515 -0.195799897 -0.73474917
#> [100,] -0.38429711 0.477146975 0.47847687 -0.779003875 0.08244756
#> [101,] -1.34957090 -1.142913713 -1.31669768 0.065107146 -1.06604514
#> [102,] -1.12880769 -1.146515850 -1.10517467 0.157191985 -0.84675876
#> [103,] -1.03672024 -0.898868996 -0.81467691 -0.183010336 -1.13651127
#> [104,] 1.35837564 1.148044814 1.14860763 -0.740635192 1.61219357
#> [105,] 1.66053758 1.158400955 0.66690784 0.489720569 0.88492003
#> [106,] 1.52240641 1.305187999 1.12597744 -0.753424753 1.55750344
#> [107,] -0.89735575 -0.780899041 -0.27386153 -0.449033203 0.30120808
#> [108,] -0.51996165 -0.748479816 -0.65072349 -1.178038176 0.04879210
#> [109,] -0.98039890 0.111079899 1.41739888 -0.346716716 2.60765909
#> [110,] 1.77975794 1.850911610 1.62014691 -1.124322020 0.81813497
#> [111,] 1.87513423 1.271868240 0.56622659 -0.835277943 -0.08057109
#> [112,] 2.12385256 1.363722710 0.45677036 -0.405548696 -0.23938281
#> [113,] 0.58632105 0.226348252 0.21938427 0.285087594 0.30541501
#> [114,] 0.07202909 0.193929028 0.03326249 0.451351886 -0.20309801
#> [115,] -0.81801255 -0.132064285 0.16673444 0.269740121 0.67509925
#> [116,] 0.18014962 -0.095592657 -0.19581046 -1.045026742 -0.27514174
#> [117,] 0.41735702 0.047592251 -0.67889577 -0.482286062 -1.05973474
#> [118,] 0.46833400 0.510466733 0.22076979 -0.489959798 -0.05585536
#> [119,] -0.64617079 -0.442298252 0.87104140 -0.845509592 1.05740428
#> [120,] -0.24452152 0.620331883 1.14029450 -1.057816303 0.57676219
#> [121,] -0.01800284 0.224547184 1.12182087 -0.282768911 0.60831419
#> [122,] -0.19190012 0.338014470 1.38276083 0.425772764 0.95696376
#> [123,] -0.72551399 0.003916351 1.24975073 0.474373096 0.50839953
#> [124,] -0.66754823 -0.741275544 -1.04282619 0.113707478 -0.48022972
#> [125,] -0.80732383 -0.948848634 -0.74863370 -0.070462200 -0.30669374
#> [126,] -0.74195818 -0.738123675 -0.38562696 -0.108830882 -0.39451346
#> [127,] -0.76621336 -0.900670064 -0.40779531 0.100917917 -0.58435131
#> [128,] -0.58943834 -0.512990172 -0.25446422 -1.006658059 -0.52860945
#> [129,] -0.98656547 -0.608897044 -0.75509947 -0.676687388 -1.11179554
#> [130,] -1.18307351 -1.114546892 -1.02573808 -0.374853750 -0.93457849
#> [131,] -1.18965118 -1.099237814 -1.23125716 -0.183010336 -1.43625524
#> [132,] -1.25542793 -0.954702105 -1.02296704 -0.313463857 -1.09128674
#> [133,] -1.20897310 -1.207301895 -0.85347153 -0.758540578 -0.88462116
#> [134,] -1.20527316 -1.101489149 -1.10517467 0.123939126 -1.06762274
#> [135,] -0.79170185 -0.631860662 -0.64979981 0.835038714 -1.07761421
#> [136,] -1.01739832 -0.970911717 -0.70152596 0.108591653 -1.47885044
#> [137,] -1.05563105 -0.874554578 -0.62716961 -0.587160461 -1.48936777
#> [138,] -0.84761209 -0.702102314 -0.89503718 0.221139789 -1.21381366
#> [139,] -0.40238571 -0.751631685 -1.07515503 -0.638318705 -1.25640886
#> V41 V42 V43 V44 V45
#> [1,] 1.085661509 -0.06639043 -0.206084349 0.092677907 0.161876276
#> [2,] 1.945626575 1.46322339 0.606160645 0.843872990 1.713704757
#> [3,] -0.470910265 -0.15681406 -0.417974347 -0.965893938 -0.846385910
#> [4,] -0.046178537 -0.02655344 -1.262528809 -0.661583277 -0.491113821
#> [5,] 1.301527910 -0.19918038 -0.335322220 -0.269888699 -0.411532874
#> [6,] -0.953984264 -0.31363268 -0.393930092 -0.509044684 0.186745323
#> [7,] -0.585844538 -0.84605717 -1.418065084 -1.352222837 -0.702855986
#> [8,] -1.016993916 -1.17170872 -0.760604983 -0.982757501 -0.856333528
#> [9,] 0.422309895 -0.24028204 -0.156493072 0.728127625 0.038241590
#> [10,] 0.201776113 0.06956119 -0.039277329 0.150933853 -0.517403956
#> [11,] 2.646317242 2.07721885 0.772216282 -0.228496316 0.351591571
#> [12,] -0.456908120 -0.41796764 -0.147476477 -0.247659456 -0.376716209
#> [13,] 0.748443186 -0.56972759 -0.584781367 0.326468214 0.014083088
#> [14,] 2.343520859 2.02726454 1.664107871 1.178844674 -0.277950569
#> [15,] 3.622383426 3.30015111 2.401965951 0.564857673 1.793285705
#> [16,] -1.248612730 -0.50649428 0.210181818 0.602417427 0.325301437
#> [17,] 0.310292736 0.71390864 -0.622350516 0.097277061 -0.214001593
#> [18,] 0.226863289 -0.19791572 -0.516405517 -0.415528561 -0.232475741
#> [19,] -0.732867059 -1.08065276 -0.571256474 -0.153376808 -0.551510076
#> [20,] -0.940565542 -1.11226941 -1.162594873 -0.881576123 -0.637485922
#> [21,] 0.444479957 -0.41986464 -0.391675943 -0.962827835 -0.403716888
#> [22,] -0.134275365 -0.77523586 0.815796495 0.427649592 -0.667328777
#> [23,] -0.645937076 -0.23016471 -1.043124981 -1.064009214 -0.901097811
#> [24,] 0.280538178 -0.31110335 0.445364689 0.079646972 -0.511719603
#> [25,] -0.462158925 -0.51155295 0.257518946 -0.345008207 -0.929519578
#> [26,] -0.863553745 -0.59122692 0.183883414 -0.111984426 -0.871965500
#> [27,] -0.025758742 0.57036902 1.486781490 0.275110999 -0.799489994
#> [28,] -0.941148965 -0.59312392 0.243994052 -0.303615825 -1.200236909
#> [29,] 0.135849347 -0.22826771 0.396524796 0.150933853 0.360828646
#> [30,] 0.076340231 -0.58363892 -0.952207641 -1.073207521 -0.216843769
#> [31,] 2.896605582 2.88028192 4.004665832 4.339229698 2.931577475
#> [32,] 0.926970534 0.30731845 -0.019741371 0.541861905 -0.361794781
#> [33,] 0.770613249 1.50179571 1.362051916 0.289674985 -0.211159416
#> [34,] 0.370968697 1.55238236 1.479267660 0.282776255 -0.124473027
#> [35,] -0.720031760 -0.10749208 -0.212095412 -0.230029368 -0.291450908
#> [36,] -0.942899233 -0.02339178 -0.150482009 -0.429326022 -0.297845806
#> [37,] -0.477911338 -1.04397743 -1.392518063 -1.233411370 -0.896124002
#> [38,] -0.645937076 -1.27604369 -1.348186468 -1.323094865 -0.959362434
#> [39,] -0.990739894 -1.42970064 -1.001798917 -1.163657541 -1.305397447
#> [40,] -0.165780191 -0.66457756 -0.599809027 -0.467652302 -0.395900902
#> [41,] 1.351118839 0.92890190 0.310115754 -0.303615825 -0.328399205
#> [42,] 1.554149940 1.34118310 0.753431708 -0.141878924 -0.532325384
#> [43,] 1.895452222 1.55744103 1.050979365 0.135603341 -0.256634243
#> [44,] -0.626100704 -0.65635723 0.147817032 1.337515472 1.329300358
#> [45,] -0.318053517 -0.49131829 -0.613333920 -0.888474853 -0.741225371
#> [46,] 0.212277721 0.14417650 -0.376648284 -1.077040149 -0.799489994
#> [47,] -0.060764104 -0.36674866 -0.668936260 -0.239227675 -0.023575754
#> [48,] -1.340793517 -1.52012427 -1.357203063 -1.280169431 -1.075891678
#> [49,] -1.132511611 -1.34243867 -1.163346256 -0.643186663 -0.518825044
#> [50,] -0.974987481 -1.42400964 -1.233224873 -0.551970117 -0.747620269
#> [51,] -0.647103922 -1.29501368 -1.686308806 -1.014185050 -0.874097132
#> [52,] -0.686193243 -1.66682556 -1.542043275 -0.730570580 -0.392348181
#> [53,] -0.703112501 -0.31679434 -0.527676261 -0.866245611 0.237193959
#> [54,] -0.318053517 -0.41923231 -1.272296787 -0.379501858 -0.152184249
#> [55,] -0.080017053 0.01391588 -0.518659665 -1.162891015 -0.464113143
#> [56,] 0.688350648 0.74362830 -0.017487222 -0.032265764 0.287642596
#> [57,] 0.824871560 0.74742230 0.027595756 -0.077490774 0.301142935
#> [58,] 0.702352793 0.17895482 -0.540449772 -0.260690391 -0.142236631
#> [59,] 1.247853021 0.85302193 -0.000956797 -0.543538336 -0.074024390
#> [60,] 0.085674994 -0.97189146 -0.524670729 -0.618657844 -0.692197823
#> [61,] -0.010006329 0.09422218 -0.503632006 -0.985823603 -1.100050180
#> [62,] -0.257960978 0.57353069 0.286822882 -0.225430214 -1.087970929
#> [63,] -0.516417236 0.15745550 -0.144470945 -0.442356957 -0.808016524
#> [64,] -0.179782336 -0.26810469 -0.462305942 -0.922201979 -0.957230801
#> [65,] 2.171411161 1.33106577 1.001388089 0.538795803 0.070216078
#> [66,] 0.073423118 0.20108648 0.120015862 -0.133447143 0.127059612
#> [67,] -0.859469786 -0.57984492 -0.641886473 -0.364171347 -0.835017203
#> [68,] -1.289452319 -1.09899042 -0.989776790 -0.988123180 -0.781015845
#> [69,] -1.190853882 -0.82013151 -0.639632324 -1.321561813 -0.886176383
#> [70,] 1.992883814 1.11038151 -0.405952219 -0.522075619 -0.919571960
#> [71,] -0.606264332 -0.57605092 -0.153487541 -0.801090935 -0.930940666
#> [72,] 0.533160208 0.39963908 0.120767245 0.326468214 0.180350425
#> [73,] 0.237948320 0.42872641 0.067419054 0.420750862 -0.096051259
#> [74,] 0.557080539 1.10721984 0.644481177 -0.105852221 -0.724172311
#> [75,] 0.908884430 0.83215494 0.726381921 0.319569483 0.154770835
#> [76,] 0.362800779 1.45310606 0.923244260 -0.547370964 -0.059102962
#> [77,] -0.648854190 -0.03667077 0.433342561 -0.049129327 -0.517403956
#> [78,] 0.929887647 0.99466455 0.338668307 0.541861905 0.363670822
#> [79,] -0.510583009 -0.62600524 -1.046881895 -0.451555264 -0.324135940
#> [80,] -0.854218982 -1.03449244 -0.323300092 -0.313580657 -0.001548884
#> [81,] 0.336546757 -0.09231609 -0.402946688 0.045153321 -0.430007022
#> [82,] -0.591095342 -0.25229637 0.088457777 -0.488348493 -0.859886249
#> [83,] -0.220038502 -0.50017095 -0.245156263 -0.256091238 -0.542983546
#> [84,] -0.004755525 0.11825084 -0.805687961 -0.736702785 -0.407269609
#> [85,] 0.167937596 0.05881153 -1.574352743 -0.661583277 -0.020733577
#> [86,] -0.322137476 -0.91877548 -1.152826895 -0.006970420 -0.272976759
#> [87,] -0.690860625 -0.76448619 0.354447349 -0.041464072 -0.582063476
#> [88,] -0.866470858 -0.14796140 0.751928942 -0.266822596 -0.855622984
#> [89,] -0.981988554 0.08789885 -0.013730308 -1.415077936 0.059557915
#> [90,] 0.013914002 -1.12934241 -0.921400939 0.454477988 2.366694855
#> [91,] -0.014090288 -0.72528154 -0.288736476 0.099576638 1.661124488
#> [92,] 1.031403198 1.28806712 1.558914255 1.242466298 1.996501339
#> [93,] -0.407900613 -0.42745264 -0.551720516 0.590919544 1.769837747
#> [94,] 0.547162353 1.12366051 1.640063616 1.831924480 2.652333614
#> [95,] 0.029666415 1.11986651 0.582116390 -0.991955808 -0.491113821
#> [96,] 2.420532656 3.51198271 2.214871590 1.764470228 3.243506368
#> [97,] -0.776623762 0.12836817 0.600900964 -0.526674772 -0.891150193
#> [98,] 0.517991218 -0.42302631 -1.221202745 -0.901505788 0.358697013
#> [99,] -0.692610893 -1.15463573 -1.362462744 -0.987356654 -0.988494745
#> [100,] -0.928313665 -0.64687223 0.975841068 0.744224662 -0.666618233
#> [101,] -0.432404367 -0.47740696 -1.179125299 -0.459220520 -0.147920984
#> [102,] -0.273129968 -0.29529502 -1.028097321 -0.291351415 0.095085124
#> [103,] -0.666356871 -0.49953862 -0.819212855 -0.249192507 0.083005873
#> [104,] 1.782268218 1.16033583 1.884263082 2.806178510 2.223875476
#> [105,] 0.906550739 0.79800895 1.828660742 2.512599208 1.848708151
#> [106,] 1.639913078 1.43729773 1.971423507 2.813843766 2.859101969
#> [107,] 0.980645422 0.91119658 1.006647770 0.705131857 0.132033421
#> [108,] -0.123190334 -0.17009306 0.227463627 0.170096992 -0.113104320
#> [109,] 2.845847807 1.72311231 0.158336393 -0.289818364 0.661388832
#> [110,] -0.251543328 -0.62474057 0.243994052 1.467824823 1.592912247
#> [111,] -0.065431486 -0.28517769 0.554315220 1.220237056 0.783602431
#> [112,] -0.084101012 0.41102108 1.451466490 1.871017285 1.475672458
#> [113,] -0.105687652 -0.69619422 -0.396935624 0.127171559 -0.217554314
#> [114,] 0.502822228 0.72212897 0.788746708 -0.003904317 -0.605511434
#> [115,] 0.625924418 0.07651686 -0.875566578 -0.880043071 -0.484718924
#> [116,] -1.309872113 -0.51724394 0.793255005 1.950735947 1.764153394
#> [117,] -0.913728097 -0.04489110 1.546140744 2.012057995 0.980423167
#> [118,] -0.504748782 -0.95355380 -0.315034880 -0.407096780 -0.869123323
#> [119,] -0.755620545 -0.18021039 0.760194155 1.834224057 1.947473791
#> [120,] 1.318447168 2.83728327 2.824994565 2.730292476 2.746835989
#> [121,] 0.154518874 1.07560319 1.426670852 2.092543182 2.274324112
#> [122,] -0.101020271 1.26783246 1.805367870 2.161530486 2.423538389
#> [123,] -0.936481583 0.60641201 1.691909041 2.051150800 1.160901388
#> [124,] 0.543078394 1.11101384 1.153918833 -0.054495007 0.090111315
#> [125,] -0.308135331 0.05375286 -0.593797963 -0.587230294 0.065952813
#> [126,] -0.156445428 0.31111244 -0.539698389 -1.093137186 -0.495377086
#> [127,] -0.476161069 0.05438520 -0.771124344 -1.085471930 -0.866281146
#> [128,] -0.203119244 0.29214245 -0.218857859 -0.850915099 -0.916019239
#> [129,] -1.003575194 -0.36801333 0.010313948 -0.360338719 -0.791674008
#> [130,] -1.237527698 -0.76954486 0.050137245 0.526531394 0.586781694
#> [131,] -1.291786010 -1.02690444 -0.371388603 0.098043587 0.227246341
#> [132,] -1.415471623 -0.94533347 -0.257178391 -0.036098392 -0.003680517
#> [133,] -1.369964652 -1.40567198 -0.696737430 -0.275254378 -0.233186285
#> [134,] -1.116175776 -1.05725643 -0.330062539 0.118739778 -0.049155344
#> [135,] -0.632518354 -1.33232134 -1.326396361 -0.544304861 -0.884755295
#> [136,] -0.714197533 -1.18119372 -0.942439662 -0.312047606 -0.660223335
#> [137,] -0.756203967 -1.49483095 -1.402286042 -0.607159960 -0.691487279
#> [138,] -1.338459826 -0.83783684 -0.639632324 -0.423960343 -0.400874711
#> [139,] -1.131344766 -0.38951265 0.076435649 -0.183271306 -0.315609410
#> V46 V47 V48 V49 V5
#> [1,] -1.18713450 0.239645628 -0.193430164 -1.06974955 0.398128546
#> [2,] 1.88670635 2.006933636 1.259815568 0.59483899 -1.102607018
#> [3,] -0.87603847 -1.100356221 -1.344498598 -0.76764636 -0.351263465
#> [4,] -0.38022918 -0.740678631 -0.630102559 -0.66493128 -0.753281055
#> [5,] -0.81505658 -0.063240764 0.335816780 0.06917946 1.764207733
#> [6,] 0.74307493 -0.061888593 -1.049308059 -0.60148961 0.757212218
#> [7,] -0.58173456 -0.403987955 -0.715690348 -1.05766542 -0.804021139
#> [8,] -0.75672608 0.042228604 -0.284258022 -1.00328684 -0.831342723
#> [9,] 0.04487647 -0.935391312 -0.553248217 -1.02141304 0.833322344
#> [10,] -0.70281455 -0.743382974 -0.937519925 -0.10301936 -0.337602674
#> [11,] 1.68343338 1.530969306 -0.289498091 -0.80994081 -0.064386836
#> [12,] -0.12923125 -0.570305036 -0.668529730 -0.48064834 -0.698637887
#> [13,] 0.10939354 -0.766369888 -1.127909090 -0.14531380 1.976925778
#> [14,] -0.26798715 0.182854429 0.599566907 0.28367272 -0.608866969
#> [15,] 3.52437946 4.273172888 3.581166022 4.52218038 -0.230267880
#> [16,] 0.13148843 -0.210627446 0.594326838 0.66432273 -1.090897768
#> [17,] -0.07620352 0.626366646 0.486032084 0.25044137 -0.573739219
#> [18,] -0.96972080 -0.916460912 -0.661542971 -0.80087771 0.766969926
#> [19,] 0.35155351 0.400554023 -0.808264896 -0.38699635 -0.273201798
#> [20,] -0.49777399 -1.007056395 -0.782064553 -1.14225431 0.353243087
#> [21,] 0.06255238 -0.823161086 -0.415259740 -0.42626976 -0.880131265
#> [22,] -0.13188264 0.234236942 -0.766344346 0.70963820 -0.960144475
#> [23,] -0.65420580 -0.554078979 -0.017014516 0.32596716 -1.348501272
#> [24,] -0.78147235 -0.954321711 -0.755864209 -0.93682414 -0.173673171
#> [25,] -0.72844462 -0.774482916 -0.696476763 -1.39904201 -0.177576254
#> [26,] -0.83008111 -1.151738734 -0.967213648 -0.64076302 -1.151395561
#> [27,] -1.17741275 -0.505400809 -0.186443405 -0.35376500 -0.220510172
#> [28,] -1.15443407 -1.104412736 -0.759357588 -1.18152772 -1.016739184
#> [29,] 0.34536695 -0.101101563 -0.968960338 -0.94588724 -1.266536521
#> [30,] 0.37011322 -0.087579849 -0.282511332 -0.93078208 -0.907452849
#> [31,] 2.64677050 2.603241220 1.754128720 1.42562275 1.063604264
#> [32,] -0.33869079 -0.184936189 -0.291244780 -0.18760825 1.561247397
#> [33,] -0.34929634 -0.702817832 -0.114829132 -0.48064834 -0.852809681
#> [34,] -0.15574512 -0.449961782 -0.174216578 -0.54409001 1.223630683
#> [35,] -0.74081776 -0.107862420 0.112240513 -0.26313405 -1.248972646
#> [36,] -0.41999998 0.073328546 -0.191683474 0.01782191 -0.435179758
#> [37,] -0.89636577 -1.249095074 -1.110442194 -1.15433844 -0.796214972
#> [38,] -1.09698736 -1.341042729 -1.293844600 -1.24194836 -0.478113676
#> [39,] -0.92464723 -1.031395480 -0.986427234 -0.88244557 -0.407858175
#> [40,] -0.73551499 -0.769074231 -0.513074357 -0.53804794 -1.118219352
#> [41,] -0.48451705 -0.394522755 0.014425897 -0.39001738 -1.008933017
#> [42,] -0.77705337 -0.351253271 0.218788578 0.23835724 -0.991369142
#> [43,] -0.63476229 -0.495935609 -0.179456647 0.24742033 0.097591125
#> [44,] 0.79079989 -0.126792820 -1.101708746 -0.99422375 -0.739620263
#> [45,] -0.75053951 -1.120638792 -0.673769798 -0.38397532 -0.805972681
#> [46,] -0.53842858 -0.986773825 -1.066774954 -0.66191025 -0.312232631
#> [47,] 0.17479441 -0.368831499 -0.347138847 -0.11812452 -1.083091601
#> [48,] -1.32058762 -1.140921363 -1.044067990 -0.91265589 -0.177576254
#> [49,] -0.83891906 -1.007056395 -0.750624140 -0.75254120 0.072221083
#> [50,] -0.76468024 -0.441848754 -0.453686911 0.03896914 -0.841100431
#> [51,] -1.15708545 -0.894826170 -0.816998344 -0.67097334 -0.035113711
#> [52,] -1.09875495 -0.551374636 -0.390806086 -0.52898485 -0.614721594
#> [53,] 1.07184687 0.950887779 0.362017123 0.54650249 -1.145540936
#> [54,] 0.15976989 0.890040067 0.957638271 0.06615842 0.606943507
#> [55,] 0.60166765 1.388991310 0.382977398 -0.18458722 1.984731945
#> [56,] 0.16330507 0.562814590 1.637100518 1.62501085 0.702569050
#> [57,] 0.32415585 1.067174519 1.478151766 2.66424580 -1.016739184
#> [58,] -0.69839557 0.026002548 0.772489175 0.79724813 0.700617509
#> [59,] 0.37718359 0.746709899 1.165494331 1.34405489 -1.059673101
#> [60,] -0.63564609 -0.816400229 -1.147122675 -1.11808605 1.861784818
#> [61,] -0.51810129 -0.206570932 -0.953240132 -0.83410906 -0.815730389
#> [62,] -0.92464723 -1.147682220 -0.780317863 -0.97005549 -1.371919772
#> [63,] -0.80710242 -0.647378805 -0.713943659 -0.42324873 -0.655703970
#> [64,] -1.01214299 -0.244431731 0.176868028 -0.50481659 -0.681074012
#> [65,] 0.81201099 0.835953211 1.486885214 0.83954257 1.955458819
#> [66,] 0.20484346 -0.445905268 0.314856505 0.47399772 -0.292717215
#> [67,] -1.22867289 -0.508105152 -0.161989751 -1.10902296 1.301692351
#> [68,] -0.91227409 -0.989478167 -0.469407117 -0.34470191 -0.823536556
#> [69,] -0.95116109 -1.226108161 -1.103455436 -0.89755073 -0.243928672
#> [70,] -0.83361629 -0.674422233 -1.023107715 -0.72233088 -0.310281090
#> [71,] -1.07135729 -1.262616788 -0.672023109 -1.15433844 2.230626198
#> [72,] 0.23842769 -0.217388303 -0.570715113 -0.09395626 0.868450095
#> [73,] -0.51898508 -0.866430571 -1.351485356 -0.42929080 0.499608714
#> [74,] 0.14916434 1.109091832 0.632754009 0.43472431 0.532784923
#> [75,] -0.29891999 -0.028084308 -0.532287942 -0.57732136 1.766159275
#> [76,] -0.19463212 -0.875895770 -0.065921824 -0.04561975 4.791048903
#> [77,] -0.53047442 -0.390466241 -1.094721988 -0.31449159 1.223630683
#> [78,] -1.01656196 -0.494583438 -0.548008149 -0.92776105 -0.684977095
#> [79,] -0.37315882 0.003015634 0.204815061 0.66130169 1.026524972
#> [80,] -0.30245518 -0.529739894 -0.628355869 0.02386398 1.247049184
#> [81,] -0.66392755 -0.136258019 0.159401132 0.45889256 -0.273201798
#> [82,] -0.48981983 0.434358308 0.477298636 -0.06374595 0.874304720
#> [83,] -0.65420580 0.234236942 0.183854786 0.34409335 0.101494208
#> [84,] -0.07620352 -0.739326460 -1.318298254 -1.16642256 0.969930263
#> [85,] 0.20661105 -0.124088477 -0.221377197 -0.73139398 0.677199008
#> [86,] -0.74523674 -0.367479327 0.126214030 0.52535526 0.179555876
#> [87,] -0.10978775 -0.143018876 -0.572461803 -0.26917611 -1.005029934
#> [88,] -0.40409166 -0.713635203 -0.563728355 0.14168422 1.963264986
#> [89,] -0.03201374 -0.996239024 -0.397792845 0.08730565 2.892198833
#> [90,] 2.39754016 1.580999648 1.874650301 1.83648308 -1.049915393
#> [91,] 1.36791837 0.213954371 0.863317033 1.73074696 -0.298571840
#> [92,] 2.05020852 -0.544613780 1.069426404 0.88485805 1.092877390
#> [93,] 1.39443224 0.550645048 -0.527047874 -0.45345905 -0.042919877
#> [94,] 2.46205724 -0.305279443 -0.106095684 -0.63472096 0.987494138
#> [95,] 0.54333714 2.799306072 3.651033606 2.99051724 1.313401601
#> [96,] 4.14922290 2.495067509 0.915717721 -0.36282810 0.439110921
#> [97,] -0.69397660 -0.494583438 -0.430979947 0.24439930 1.003106472
#> [98,] 1.66222228 1.924451181 0.431884707 1.28967632 -0.058532211
#> [99,] -0.97413978 -0.913756569 -0.851932136 -1.11506502 -0.669364762
#> [100,] 0.02278158 0.301845512 -0.144522855 0.39545089 -1.053818476
#> [101,] -0.40762684 -0.080818992 -0.010027757 0.33805129 0.435207838
#> [102,] 0.23666010 -0.079466821 -0.797784759 -0.54106897 0.282987586
#> [103,] -0.66657893 -0.600052807 -0.184696716 -0.10604039 -0.115126920
#> [104,] 2.22961901 2.639749847 2.405643934 1.81533585 -0.089756878
#> [105,] 1.02058673 0.500614706 0.880783929 1.38030727 0.595234257
#> [106,] 2.90218741 3.659287077 3.361083135 2.84852874 -0.612770053
#> [107,] 0.23931148 0.700736072 0.849343517 0.86068980 -0.558126885
#> [108,] -0.05499243 0.005719977 0.023159345 -0.27823921 -0.683025554
#> [109,] 1.10012833 1.100978804 1.130560539 2.22015412 -0.035113711
#> [110,] 1.72408797 2.120516033 1.633607139 1.32290767 -1.032351517
#> [111,] 0.62464633 -0.435087897 -0.865905652 -0.58940548 -0.497629093
#> [112,] 0.88890120 -0.117327620 -0.843198688 -0.59846858 -0.636188553
#> [113,] -0.27240613 -0.389114069 -0.008281068 -0.39001738 -0.339554215
#> [114,] -0.63741368 -0.635209263 -0.574208492 -0.73441501 1.649066773
#> [115,] -0.61355120 -0.747439488 -1.246683981 -1.13621225 0.757212218
#> [116,] 0.93839375 0.200432657 -0.610888974 -1.12412812 -0.532756843
#> [117,] -0.08504148 -1.055734566 -0.783811242 -0.52294278 -1.141637852
#> [118,] -0.19905110 -0.505400809 -1.402139354 -0.75858327 -0.727911013
#> [119,] 0.42579234 -0.535148580 0.658954352 0.90298424 0.378613129
#> [120,] 1.83279482 1.832503527 2.522672136 2.37724778 0.585476549
#> [121,] 0.38248636 0.497910363 2.065039466 1.72168387 -0.306378006
#> [122,] 0.61580838 0.311310711 1.804782718 1.39843346 0.228344418
#> [123,] -0.52959063 0.076032889 1.624873691 1.81533585 1.059701181
#> [124,] 0.59017831 0.904913952 1.086893300 1.47093823 -0.021452919
#> [125,] -0.25207883 0.518192934 0.353283676 0.01782191 0.425450130
#> [126,] 0.27731469 0.956296465 0.452844982 -0.52596382 0.257617544
#> [127,] 0.12883704 0.860292296 0.681661317 0.09636874 0.323969961
#> [128,] 0.37188081 1.036074577 0.396950915 -0.44741699 -0.454695175
#> [129,] -0.70369835 -0.349901099 -0.074655272 0.03594811 -0.702540971
#> [130,] 0.67502268 0.875166182 0.576859942 0.18699970 -0.005840585
#> [131,] 0.65911436 0.804853269 0.423151259 0.22325208 0.366903879
#> [132,] 0.46644693 0.737244700 0.374243951 -0.02145150 0.035141790
#> [133,] 0.11646390 0.013833005 -0.235350713 -0.49273247 -1.354355897
#> [134,] 0.43551409 0.699383901 0.318349884 0.05105326 -0.470307509
#> [135,] -0.82919731 -0.716339546 0.330576711 0.74891162 0.696714425
#> [136,] -1.27197887 -0.514866009 0.699128213 0.49212391 -0.019501377
#> [137,] -0.67364930 -0.151131905 0.262455817 0.15376835 -0.817681931
#> [138,] -0.47214392 0.117950202 0.173374649 0.01480088 -1.176765603
#> [139,] -0.04350309 -0.243079559 -1.421352939 -0.99724478 -1.085043143
#> V50 V51 V52 V53 V54
#> [1,] -0.72600349 -1.326140269 1.314617050 0.95532226 -0.194375238
#> [2,] 0.76914374 0.909638345 -0.073409123 -0.93399297 0.601979905
#> [3,] -1.20317814 -0.004021185 -1.198835749 -0.67239548 -0.049583394
#> [4,] -0.92482626 -0.562965838 -1.023769385 -1.25372324 -1.019688750
#> [5,] -0.30449922 0.415187306 0.926970101 2.14704418 0.326875401
#> [6,] -0.15339391 -1.121910492 -0.573598735 0.28679533 -0.918334459
#> [7,] 0.15676961 0.339944756 0.076647761 2.39410848 1.673439552
#> [8,] 0.54646224 0.189459657 0.614351593 0.38852769 -0.295729529
#> [9,] -1.02821410 0.329195820 -0.848703021 -0.07653452 1.239064019
#> [10,] -0.24087593 -0.842438165 -0.548589254 -0.62879590 0.949480331
#> [11,] 2.16090313 2.898191440 2.740157443 0.83905671 0.659896642
#> [12,] -0.14544100 -1.197153041 -0.536084514 -1.31185602 -1.309272439
#> [13,] -0.17725265 -0.530719031 0.826932178 0.25772895 -0.643229955
#> [14,] 0.29992200 -0.229748833 0.176685683 1.30411892 -0.947292828
#> [15,] 4.62630548 2.575723370 0.576837372 0.70825796 0.095208450
#> [16,] -0.24087593 -0.530719031 -0.448551332 -1.22465686 -0.353646267
#> [17,] -0.51127490 0.146463914 -1.148816788 -0.70146187 -0.368125451
#> [18,] -1.09979030 -0.756446680 -0.823693541 -1.23919005 -0.353646267
#> [19,] 0.57827388 0.124966043 -0.310999188 0.31586172 -0.932813644
#> [20,] -0.14544100 -1.078914749 1.364636011 0.19959617 0.399271323
#> [21,] 1.37356496 1.124617058 0.376761528 -0.38173160 2.353961220
#> [22,] 3.49699215 0.576421340 0.964484322 1.68198197 0.384792138
#> [23,] -1.02821410 -0.724199873 -0.498570293 -0.99212575 0.312396216
#> [24,] -0.20111138 -0.240497769 0.176685683 1.31865212 0.529583983
#> [25,] -1.02821410 -1.293893462 -1.311378412 -0.99212575 -0.701146693
#> [26,] -0.98049664 -0.079263734 -0.023390162 0.49026005 -1.193438963
#> [27,] -0.33631086 1.543825548 -0.185951786 0.17052978 -0.093020947
#> [28,] 0.05338177 0.458183048 0.576837372 0.91172268 -0.773542615
#> [29,] 1.47695280 -1.111161556 -0.461056072 -0.84679381 0.645417458
#> [30,] 0.06133468 1.640565969 1.064522244 -0.13466730 -0.759063431
#> [31,] 0.06928759 0.533425598 -0.386027630 0.76639074 -0.179896054
#> [32,] -0.63852147 -0.928429650 0.501808931 0.38852769 0.428229692
#> [33,] -1.01230828 -1.401382818 -0.423541851 0.25772895 0.051770897
#> [34,] -0.98049664 -0.939178586 -1.273864191 0.03973103 -0.498438111
#> [35,] -0.82939133 -0.863936036 -0.773674579 -0.41079798 -0.006145841
#> [36,] 0.21243998 -1.336889205 -0.636122436 -0.80319423 -0.759063431
#> [37,] -1.19522523 -1.476625368 -1.073788346 -0.38173160 -1.135522226
#> [38,] -0.64647438 -0.691953066 -0.611112956 -0.86132700 -1.381668361
#> [39,] -0.82143842 -1.412131754 -1.123807308 -0.23639965 -0.093020947
#> [40,] -0.34426377 -1.369136011 -0.986255164 -1.12292450 -1.280314070
#> [41,] 0.28401618 1.027876637 -1.048778866 -0.75959464 -0.469479742
#> [42,] -0.08181772 -0.734948808 -1.061283606 1.08612101 0.906042778
#> [43,] -0.17725265 -1.057416878 -0.448551332 0.86812310 0.746771749
#> [44,] -0.08181772 -0.337238190 -1.236349970 -0.48346395 0.167604372
#> [45,] -0.48741617 -0.799442422 0.164180943 -0.81772742 -0.816980168
#> [46,] -0.81348551 -0.176004155 -0.661131917 -0.54159673 -0.397083820
#> [47,] -0.69419185 -1.422880690 -0.811188800 -0.41079798 0.066250081
#> [48,] -0.71009767 -0.347987125 -0.623617696 -1.12292450 0.124166819
#> [49,] -1.52129457 0.339944756 0.001619319 -0.27999924 -0.599792402
#> [50,] 0.92024905 -0.025519056 -0.260980227 -0.04746813 -1.251355701
#> [51,] -0.76576805 0.049723494 -1.223845230 -0.32359882 0.080729266
#> [52,] 0.33968656 -0.444727546 -0.786179320 -1.13745769 0.196562741
#> [53,] 1.65191684 -0.466225417 -1.236349970 -0.93399297 -0.049583394
#> [54,] 0.21243998 -0.659706259 -1.198835749 0.03973103 -0.440521373
#> [55,] -0.28064049 -0.681204130 -1.011264645 -0.81772742 -0.440521373
#> [56,] -0.36812250 0.716157504 -0.210961266 -0.42533118 1.398335048
#> [57,] 1.59624647 -0.143757348 -0.423541851 -0.97759256 0.066250081
#> [58,] -1.03616701 1.060123444 -0.173447045 0.11239701 -0.339167083
#> [59,] -0.14544100 0.920387281 -0.548589254 -0.91945978 -0.194375238
#> [60,] -0.36812250 -0.767195615 0.639361074 -0.39626479 -0.426042189
#> [61,] 0.96001360 -0.261995640 -0.110923344 0.28679533 -0.831459353
#> [62,] -0.86915589 -0.380233932 -0.748665099 -0.99212575 0.008333344
#> [63,] -0.91687335 -0.519970096 0.276723605 -0.33813201 -1.048647119
#> [64,] -0.43969870 -0.863936036 1.202074387 2.24877654 0.529583983
#> [65,] 0.32378074 1.199859608 -0.573598735 0.41759408 0.761250933
#> [66,] -0.35221668 -0.810191358 0.801922698 1.18785337 0.746771749
#> [67,] -1.08388448 1.081621316 -0.473560812 2.35050890 -0.006145841
#> [68,] -0.09772354 1.565323420 1.464673933 1.91451308 -0.223333607
#> [69,] -0.95663790 -0.208250962 -0.698646138 -0.26546604 1.789273027
#> [70,] -0.05795898 -1.003672200 2.427538936 1.28958573 0.413750507
#> [71,] -1.11569612 -1.347638140 0.451789969 -0.01840174 -0.353646267
#> [72,] -0.63056856 -1.584114724 0.189190423 1.14425379 -0.426042189
#> [73,] -0.47946326 -1.379884947 -1.423921075 -1.38452199 1.716877105
#> [74,] 0.99977815 1.038625573 1.089531724 2.35050890 0.992917884
#> [75,] -0.11362936 -0.562965838 -0.123428084 0.01066465 -0.686667509
#> [76,] -0.66238020 1.533076613 1.464673933 1.43491767 2.151252638
#> [77,] -0.43969870 -0.208250962 -0.085913863 -0.84679381 1.876148134
#> [78,] -1.05207283 0.705408568 -1.023769385 0.51932644 0.066250081
#> [79,] 0.66575590 0.640914954 0.326742567 0.17052978 1.919585687
#> [80,] -0.02614734 1.006378766 -0.148437565 1.30411892 -0.773542615
#> [81,] 0.23629872 -0.304991383 0.576837372 0.50479325 0.080729266
#> [82,] -0.03410025 -0.176004155 -1.248854711 -0.46893076 0.601979905
#> [83,] 1.05544853 0.436685177 0.776913217 1.50758364 -0.339167083
#> [84,] -0.52718072 -0.047016927 1.602226077 -0.42533118 2.238127744
#> [85,] -0.05000607 0.028225622 0.564332632 1.31865212 2.194690191
#> [86,] -0.88506171 0.640914954 0.326742567 0.30132853 -0.179896054
#> [87,] -0.11362936 2.113519137 -0.110923344 -0.54159673 1.861668949
#> [88,] 0.59417970 0.157212850 -0.110923344 0.41759408 3.410941682
#> [89,] 2.19271478 0.984880895 1.839816142 1.52211684 0.471667245
#> [90,] 2.46311374 0.769902182 -0.348513409 -0.51253034 -0.339167083
#> [91,] 2.39949046 0.533425598 -0.673636657 -0.27999924 2.817295121
#> [92,] 2.16090313 0.393689434 2.139929909 4.21075775 2.686982461
#> [93,] 0.09314632 0.167961786 0.664370554 0.14146339 1.818231396
#> [94,] -0.34426377 -0.176004155 4.103174135 1.63838239 -0.382604636
#> [95,] 0.10905214 2.199510623 3.965621992 1.88544669 2.629065724
#> [96,] 1.25427130 3.220659509 3.815565109 2.52490723 0.630938274
#> [97,] 0.70552045 -0.025519056 0.339247307 0.80999032 -0.788021800
#> [98,] 2.10523276 0.157212850 -1.173826269 -0.73052825 1.181147282
#> [99,] -0.63056856 -0.251246704 -0.386027630 -1.25372324 -0.860417722
#> [100,] 0.26015745 -0.487723289 0.514313671 -0.20733327 -0.918334459
#> [101,] 0.02952304 -0.917680714 -0.285989708 -0.55612993 -1.193438963
#> [102,] -0.90096753 -1.261646655 -0.923731463 -1.03572533 -1.280314070
#> [103,] -0.50332199 0.189459657 -0.123428084 -1.12292450 -0.889376090
#> [104,] 1.72349304 1.038625573 0.051638280 -0.74506145 -0.064062579
#> [105,] 0.50669768 -0.831689229 0.464294710 0.28679533 0.066250081
#> [106,] 1.80302215 1.232106415 0.914465360 -0.43986437 -0.556354849
#> [107,] 0.19653416 0.522676662 -0.048399642 -0.48346395 -1.410626730
#> [108,] -0.52718072 -0.691953066 -0.611112956 -0.42533118 -0.397083820
#> [109,] 2.35177299 -1.390633883 -0.623617696 -1.07932491 -1.121043041
#> [110,] 0.62599135 0.135714979 -0.573598735 -0.87586020 -1.207918148
#> [111,] -0.59875692 -1.197153041 -0.235970747 -0.36719840 -0.281250345
#> [112,] -0.78167387 -1.186404105 -0.411037111 -0.75959464 -0.889376090
#> [113,] 0.17267543 -0.756446680 -0.048399642 -0.58519631 1.137709728
#> [114,] -0.63852147 -0.369484996 -0.060904383 0.19959617 -0.150937685
#> [115,] -0.58285110 -0.562965838 -0.398532371 0.73732435 -0.715625877
#> [116,] -1.09979030 -1.240148784 -0.886217242 0.05426423 -0.426042189
#> [117,] -0.88506171 -0.025519056 -0.986255164 -1.09385811 -0.310208714
#> [118,] -0.36016959 -0.337238190 -0.911226723 -0.62879590 0.413750507
#> [119,] -0.86120297 0.995629830 0.964484322 -0.59972951 -0.802500984
#> [120,] 1.26222421 2.264004236 0.614351593 -0.94852617 -0.223333607
#> [121,] 0.42716858 2.156514880 0.676875295 -1.18105727 -0.093020947
#> [122,] -0.50332199 1.651314905 1.377140751 -0.32359882 0.515104798
#> [123,] 0.81686121 2.038276588 0.501808931 1.43491767 0.529583983
#> [124,] 0.21243998 -0.057765863 -0.273484968 -1.10839130 -1.309272439
#> [125,] -0.79757969 0.716157504 -0.073409123 0.11239701 -0.744584246
#> [126,] -0.43174579 -0.197502026 -0.235970747 -0.55612993 -0.932813644
#> [127,] -1.21908396 0.307697949 -0.686141397 -0.65786228 -0.498438111
#> [128,] -0.16134682 0.565672405 0.089152501 -0.09106771 -0.889376090
#> [129,] -0.76576805 -0.724199873 -0.548589254 -0.29453243 -1.193438963
#> [130,] 0.17267543 0.511927726 -0.035894902 -0.10560091 -0.527396480
#> [131,] -0.43969870 1.339595771 0.476799450 -0.64332909 -1.425105914
#> [132,] -0.21701720 0.318446885 -0.386027630 -0.42533118 -0.353646267
#> [133,] -1.12364903 0.490429855 0.176685683 0.03973103 -0.121979316
#> [134,] -0.48741617 -0.283493511 -0.085913863 -0.89039339 -0.802500984
#> [135,] 0.61803844 -0.111510541 -0.448551332 -0.80319423 -0.947292828
#> [136,] -0.14544100 -1.132659427 -0.823693541 -0.10560091 0.384792138
#> [137,] 0.29992200 -0.014770120 0.414275749 -1.03572533 -0.831459353
#> [138,] 0.34763947 -1.229399848 -0.511075033 -0.78866103 0.254479479
#> [139,] -0.64647438 0.264702207 0.239209384 0.41759408 -0.889376090
#> V55 V56 V57 V58 V59
#> [1,] 1.48696954 3.230837916 4.45554413 1.389462908 0.314422919
#> [2,] -0.06966854 -0.111219114 -0.45603539 -0.578294038 -0.625648734
#> [3,] 0.33997306 -1.244782316 -0.04981453 -0.512702139 0.519529462
#> [4,] -1.24943635 0.201487977 -0.32678330 -0.857059605 -0.437634403
#> [5,] -0.31545350 1.159153441 0.31947717 1.045105442 -0.694017581
#> [6,] 0.52021536 0.357841522 0.19022507 -0.529100114 -0.488911039
#> [7,] -0.24991085 0.768269578 -0.89918542 0.208808741 -1.155507302
#> [8,] 0.14334509 -1.166605544 -0.28985413 -0.348722394 -0.300896708
#> [9,] -0.15159686 1.432772146 1.53813975 -0.430712267 1.921090835
#> [10,] 1.61805485 -0.482558783 0.72569803 1.914198093 1.203217937
#> [11,] 0.32358739 -0.599823942 0.37487092 -1.053835299 -0.061605742
#> [12,] -0.34822483 -0.775721681 0.83648554 0.864727722 -0.112882378
#> [13,] -0.77425209 -0.482558783 -0.47449997 0.044828995 -0.830755276
#> [14,] -0.87256608 -1.029796192 -0.93611459 1.356666959 0.553713885
#> [15,] 1.84745414 1.178697635 -0.84379167 1.323871010 0.502437250
#> [16,] -0.41376749 -1.029796192 -0.84379167 -0.693079859 -0.112882378
#> [17,] -0.18436819 -0.072130727 0.55951677 1.323871010 0.314422919
#> [18,] 0.63491501 -0.482558783 -1.17615419 -0.988243401 -0.916216336
#> [19,] -0.23352518 0.885534737 0.44872926 -0.365120368 -0.762386429
#> [20,] 0.45467271 -0.365293625 -0.30831871 -0.791467707 -0.078697954
#> [21,] 1.86383981 0.201487977 0.37487092 0.258002664 -0.950400759
#> [22,] -0.56123846 -0.111219114 0.09790215 0.421982410 -0.300896708
#> [23,] 1.61805485 0.436018295 2.84912526 1.684626450 -0.523095463
#> [24,] -0.39738182 0.983255703 2.62755025 0.126818868 0.006763105
#> [25,] -0.57762413 -0.306661045 1.26117098 0.864727722 -0.437634403
#> [26,] -0.83979475 -1.186149737 0.70723344 -0.348722394 -0.506003251
#> [27,] -1.03642272 0.357841522 0.43026467 -0.594692012 -0.095790166
#> [28,] -0.72509510 -0.208940079 -0.62221665 -0.447110241 2.006551895
#> [29,] 0.27443040 -1.147061351 0.55951677 -0.496304165 -0.112882378
#> [30,] -0.05328288 0.260120556 -0.08674370 0.602360130 -0.283804496
#> [31,] 0.68407200 2.331805031 -0.91765001 1.963392017 3.049176819
#> [32,] 0.01225978 -0.541191363 -0.84379167 0.700747977 -0.352173344
#> [33,] 0.07780243 1.198241828 -0.04981453 -0.939049477 -0.369265556
#> [34,] 0.55298669 -0.189395886 0.02404381 -0.102752776 -0.796570853
#> [35,] -0.62678112 0.455562488 -0.62221665 -0.397916318 -0.454726615
#> [36,] -0.23352518 -0.814810067 -0.54835831 -0.824263656 -1.172599514
#> [37,] -0.64316678 -0.599823942 -1.06536668 -0.627487961 0.160593012
#> [38,] -1.28220768 -0.658456522 -0.65914582 -0.939049477 -0.916216336
#> [39,] 0.11057376 -1.068884578 -0.69607499 -0.840661630 -0.796570853
#> [40,] -0.80702342 -1.166605544 -0.75146874 -0.742273783 -0.437634403
#> [41,] 0.56937235 0.514195067 -0.38217705 -0.775069732 -0.061605742
#> [42,] -0.16798253 -0.560735556 0.68876886 1.635432526 3.715773082
#> [43,] -0.13521120 -0.169851693 1.11345431 -0.201140623 0.023855317
#> [44,] -1.26582201 -1.107972964 -0.30831871 -0.611089987 -0.164159013
#> [45,] -0.26629651 -1.127517158 -0.51142914 -0.906253528 -1.155507302
#> [46,] -0.03689721 -0.678000715 -0.86225625 -0.988243401 -0.471818827
#> [47,] -1.26582201 -1.107972964 -0.91765001 -0.332324419 -0.642740946
#> [48,] -0.59400979 -0.033042341 0.02404381 -0.381518343 -0.369265556
#> [49,] -0.75786643 -0.267572659 -0.47449997 -0.414314292 -0.061605742
#> [50,] -0.61039545 -0.130763307 -0.34524788 -0.676681885 -0.574372098
#> [51,] -0.10243987 -0.404382011 -1.32387087 -0.922651503 -0.864939700
#> [52,] 1.01178528 -0.443470397 -0.89918542 -0.824263656 0.468252826
#> [53,] 0.50382970 0.162399591 -0.25292496 -0.299528470 -0.796570853
#> [54,] -0.20075385 0.299208943 -0.80686250 -0.807865681 -1.087138454
#> [55,] 0.20888775 -0.267572659 -0.25292496 -0.283130496 -0.574372098
#> [56,] 1.22479891 -0.306661045 0.06097298 0.241604690 0.570806097
#> [57,] -0.97088006 -0.423926204 0.28254800 -0.365120368 -0.147066801
#> [58,] -0.69232377 -0.091674920 0.54105218 1.340268984 2.450949403
#> [59,] 0.25804474 -0.951619419 1.05806055 -0.184742648 0.536621673
#> [60,] -0.83979475 0.729181192 -0.76993333 -0.660283910 0.075131953
#> [61,] -0.31545350 -1.244782316 -0.73300416 -1.168621121 -0.557279886
#> [62,] 1.22479891 1.413227952 -0.08674370 0.094022919 0.690451580
#> [63,] 0.40551571 0.123311204 0.48565843 -1.037437325 -0.830755276
#> [64,] 2.35540973 -0.736633294 -1.04690210 -0.512702139 0.211869648
#> [65,] -0.43015315 0.787813772 2.20286480 0.995911519 4.365277133
#> [66,] 3.28939257 0.221032170 3.08916486 2.373341380 1.938183047
#> [67,] 0.79877165 2.116818906 2.86758985 -0.365120368 0.622082733
#> [68,] 1.14287059 2.234084065 -0.78839791 4.882231486 0.844281487
#> [69,] 1.78191149 -0.091674920 -0.73300416 0.339992537 -0.488911039
#> [70,] 3.07637894 1.432772146 -0.41910622 0.684350002 0.810097063
#> [71,] 2.96167930 3.875796290 0.41180009 -0.414314292 1.220310148
#> [72,] -0.47931014 1.022344089 0.26408341 0.077624944 0.622082733
#> [73,] 1.96215379 0.045134432 0.78109178 0.569564181 0.604990521
#> [74,] -0.85618041 -0.208940079 0.85495012 -0.037160878 0.023855317
#> [75,] -0.95449440 0.396929908 0.09790215 0.454778359 1.442508903
#> [76,] -0.11882553 1.413227952 1.77817935 1.094299366 0.981019182
#> [77,] 0.65130067 0.103767011 2.64601483 3.963944911 1.322863420
#> [78,] -0.59400979 1.686846657 1.22424181 -0.037160878 2.895346912
#> [79,] 1.22479891 -0.463014590 0.06097298 -0.397916318 0.246054072
#> [80,] 0.11057376 -0.560735556 -0.16060203 0.569564181 -0.061605742
#> [81,] -0.44653881 1.530493111 0.24561883 -0.709477834 -0.403449980
#> [82,] -1.26582201 1.061432476 -0.49296456 2.701300871 0.006763105
#> [83,] -0.75786643 0.260120556 1.16884806 0.241604690 0.485345038
#> [84,] -0.16798253 0.631460226 0.59644594 -0.184742648 0.348607343
#> [85,] 0.83154298 0.905078930 0.76262720 0.225206715 -1.104230666
#> [86,] 1.74914016 -0.717089101 -0.16060203 0.323594562 0.109316377
#> [87,] -0.93810873 0.162399591 0.91034387 0.553166206 0.365699555
#> [88,] -0.39738182 -0.228484272 -0.97304376 -0.004364928 1.186125725
#> [89,] 1.56889786 -0.463014590 -0.54835831 0.585962155 1.288678996
#> [90,] 1.25757024 0.611916033 2.12900646 1.012309493 -0.147066801
#> [91,] 1.65082618 2.605423735 0.94727304 1.996187966 2.280027284
#> [92,] 1.40504122 3.328558882 1.22424181 -0.102752776 -0.882031912
#> [93,] 3.05999328 -0.912531033 0.17176049 0.700747977 0.092224165
#> [94,] 0.56937235 1.725935043 0.52258760 2.061779864 1.733076505
#> [95,] 0.84792864 1.608669884 1.88896686 1.881402144 2.228750649
#> [96,] 0.50382970 0.983255703 -1.00997293 0.487574308 -0.044513530
#> [97,] -0.97088006 -0.599823942 0.22715424 0.356390511 0.314422919
#> [98,] 0.22527341 0.826902158 -0.60375207 0.176012792 -0.112882378
#> [99,] -0.82340909 -0.971163612 0.06097298 -0.529100114 -0.950400759
#> [100,] -0.44653881 -0.267572659 -0.82532708 -0.217538598 -0.813663064
#> [101,] -1.05280838 -0.345749431 -0.67761040 0.356390511 0.023855317
#> [102,] -1.24943635 -0.971163612 -1.00997293 -0.283130496 -0.864939700
#> [103,] -0.65955245 -0.932075226 -0.93611459 -0.660283910 -0.437634403
#> [104,] 0.20888775 0.260120556 0.15329590 -0.971845427 -0.488911039
#> [105,] -1.11835104 0.357841522 -0.04981453 -0.315926445 -1.018769607
#> [106,] -0.05328288 0.201487977 -0.01288536 -0.611089987 -0.369265556
#> [107,] -1.03642272 -0.580279749 -0.84379167 -0.939049477 -0.933308548
#> [108,] -0.90533741 -0.287116852 -0.69607499 -0.709477834 -1.104230666
#> [109,] -0.10243987 -1.147061351 0.17176049 0.471176333 0.109316377
#> [110,] -0.87256608 -0.404382011 -0.14213745 -0.725875808 -0.574372098
#> [111,] -0.87256608 -0.971163612 -1.13922502 -1.135825172 -0.762386429
#> [112,] -1.20027936 -1.381591669 -0.60375207 -0.906253528 -0.847847488
#> [113,] 0.35635872 0.924623124 0.11636673 1.241881137 1.425416691
#> [114,] -1.02003705 -1.049340385 -0.89918542 -0.479906190 -0.061605742
#> [115,] -1.21666502 -0.502102977 -1.08383127 -0.611089987 -0.403449980
#> [116,] -1.23305069 -0.482558783 -1.10229585 -1.201417070 0.075131953
#> [117,] -0.28268217 0.318753136 0.20868966 0.094022919 -0.625648734
#> [118,] 0.32358739 -0.853898453 -0.34524788 0.421982410 0.092224165
#> [119,] -0.16798253 -0.814810067 -1.10229585 -0.381518343 -0.164159013
#> [120,] 0.52021536 -0.072130727 -0.34524788 -0.955447452 -0.574372098
#> [121,] 0.71684333 -0.756177488 -0.60375207 -0.807865681 -0.779478641
#> [122,] 1.32311290 -1.303414896 0.63337510 -0.709477834 -0.574372098
#> [123,] -0.13521120 -0.658456522 -0.58528748 -0.857059605 -0.369265556
#> [124,] -0.52846713 0.260120556 -1.21308336 0.110420893 0.570806097
#> [125,] -1.00365139 0.006046045 -0.75146874 -0.545498088 -0.933308548
#> [126,] -0.28268217 -1.401135862 -0.38217705 -0.725875808 -1.292244997
#> [127,] -0.34822483 0.103767011 -0.69607499 -0.906253528 -0.728202005
#> [128,] -0.72509510 -0.717089101 -0.86225625 -0.709477834 -1.087138454
#> [129,] -0.16798253 -0.717089101 -0.06827911 -0.578294038 -0.933308548
#> [130,] -1.15112237 -1.010251999 -0.38217705 -1.021039350 -0.899124124
#> [131,] -1.02003705 -0.326205238 -0.93611459 -0.266732521 -1.018769607
#> [132,] -0.83979475 -1.029796192 -0.86225625 -1.086631248 -0.711109793
#> [133,] -0.90533741 -1.029796192 -0.69607499 -0.578294038 -0.335081132
#> [134,] -0.44653881 -0.638912329 -0.54835831 -0.939049477 -1.223876149
#> [135,] -0.75786643 0.377385715 -0.38217705 -0.463508216 -0.198343437
#> [136,] -0.43015315 -0.306661045 -0.75146874 -0.775069732 -0.249620073
#> [137,] -0.44653881 0.201487977 1.20577723 0.963115570 0.006763105
#> [138,] -0.87256608 -0.853898453 -0.75146874 -0.004364928 -0.694017581
#> [139,] -0.82340909 -0.345749431 -0.64068124 -0.709477834 -0.266712285
#> V6 V60 V7 V8 V9
#> [1,] 2.056927848 0.221406653 1.954043373 2.939597144 3.141809453
#> [2,] -1.171990720 0.979616043 -0.254763787 -0.136803841 -0.967728092
#> [3,] -0.697447771 0.532466915 -0.070834609 1.331730657 1.470049579
#> [4,] -0.121578926 -0.089653610 -0.084090766 0.549991890 0.270886524
#> [5,] 1.094331831 0.707438313 -0.862889990 0.017324465 0.252804559
#> [6,] -0.236414942 -0.264625008 -0.372412181 -0.954300375 -0.255134282
#> [7,] -1.621202194 -0.439596405 -1.772593764 -0.996223274 -0.537048558
#> [8,] -0.871390560 -0.672891602 -1.199264974 -0.528906251 -0.629924106
#> [9,] 0.889991273 0.687997047 0.232399983 -0.493148484 -0.674307112
#> [10,] -1.193944664 -0.089653610 -1.194293915 -1.287217515 -0.594582083
#> [11,] 0.207730237 0.007552722 0.714592694 0.189948168 -0.254312375
#> [12,] -0.515061158 0.415819317 -0.374069200 -0.306961490 -0.806634221
#> [13,] 3.391052151 -0.770097934 2.910143697 1.202262880 1.688676977
#> [14,] -0.491418448 0.240847919 -0.796609205 -0.316825702 0.474719586
#> [15,] 0.025343624 1.310117572 1.841366039 1.230622489 -1.397585720
#> [16,] -0.006742910 -0.497920204 -0.379040259 -1.167613950 -0.694032892
#> [17,] -0.415424026 -1.081158197 -0.428750848 -1.321742256 -0.854304856
#> [18,] 1.134862190 -0.089653610 0.707964615 -0.330388993 -0.728553007
#> [19,] -0.905165859 -0.925628065 -0.934141834 -0.929639846 -0.946358497
#> [20,] -0.523504982 -0.420155139 -1.388165211 -1.390791737 -0.890468786
#> [21,] -0.829171437 -0.264625008 -0.410523632 -0.886483920 -0.891290694
#> [22,] -0.648473588 0.746320846 0.683109321 0.127063819 -0.658690869
#> [23,] -1.455703230 -0.556244004 -0.448635083 -0.457390717 0.205133923
#> [24,] -0.601188170 1.076822375 -0.384011318 -0.609052970 -1.146082022
#> [25,] -0.136777811 -0.497920204 -0.677303792 -0.265038591 -0.835400983
#> [26,] -0.962583867 0.085317788 -2.019489688 -1.219401061 -0.809099943
#> [27,] -0.450888090 0.804644645 -0.466862299 -0.634946525 -0.848551504
#> [28,] -0.717712951 0.746320846 -1.374909054 -0.316825702 0.111436467
#> [29,] -1.053777174 0.260289186 0.078297158 0.003761174 -0.888003064
#> [30,] 0.185776293 0.843527178 0.328507121 -0.923474714 -0.851017226
#> [31,] 0.440779799 2.204415826 0.590316222 0.934696141 -0.763073123
#> [32,] 1.161882429 -0.906186799 -0.549713280 -0.041860804 -0.149930121
#> [33,] -0.628208409 1.076822375 -0.581196653 0.082674867 -0.851017226
#> [34,] 1.386488166 1.387882637 0.282110571 0.074043682 -1.058959826
#> [35,] -0.759932074 0.396378050 -0.591138771 -0.345185310 -0.659512776
#> [36,] -1.442193110 -0.945069332 -0.597766850 -0.679335477 -0.361982258
#> [37,] -0.618075819 -0.167418675 -0.627593203 -0.950601296 -0.430200581
#> [38,] -0.479597094 -0.983951865 -0.531486065 -0.549867700 -0.052945035
#> [39,] -0.224593588 -0.711774135 -0.365784102 -0.621383234 -0.147464398
#> [40,] -0.749799484 -0.692332869 -1.358338858 -0.537537436 -0.772114105
#> [41,] -0.432311676 -0.070212343 -0.912600578 -0.800172069 -1.363065604
#> [42,] -1.200699724 -0.070212343 -1.474330231 -1.050476438 -1.247176645
#> [43,] 0.472866333 0.026993989 -0.150371551 -0.892649053 -1.331833119
#> [44,] -1.372953748 -1.061716930 -0.596109830 -0.510410854 -0.768826475
#> [45,] -0.467775739 -0.964510598 -0.572911555 -0.590557573 -0.513213240
#> [46,] -0.758243309 -0.847863000 -1.060075325 -1.086234205 -0.646362256
#> [47,] -1.563784186 -0.361831340 -0.982195403 -0.533838357 -0.813209481
#> [48,] -0.336052074 -0.536802737 -0.410523632 -0.891416026 -0.685813817
#> [49,] 0.788665377 -0.245183741 -0.161970688 -0.960465507 -0.376776593
#> [50,] -0.341118369 -0.711774135 0.805728773 -0.044326857 -0.585541101
#> [51,] -0.295521715 -0.770097934 -0.392296416 -1.101030522 -1.071288438
#> [52,] 0.658630476 1.873914297 1.589499056 -0.245310168 -0.842798151
#> [53,] -0.072604743 0.221406653 -0.327672651 -0.390807289 0.432802303
#> [54,] 0.172266173 0.046435255 0.242342100 -0.466021902 -0.516500870
#> [55,] 0.967674461 -0.264625008 -0.604394928 -0.702762980 0.002944676
#> [56,] 0.412070795 0.026993989 1.425454113 1.086358394 0.999918484
#> [57,] -0.969338927 -0.828421733 0.285424611 0.721382566 0.080203982
#> [58,] -0.150287930 2.068326962 0.946575441 0.441485563 -0.275681970
#> [59,] -0.385026257 0.454701850 -0.952369049 0.758373360 0.904577213
#> [60,] 4.662692152 -0.264625008 4.104854847 2.707788172 1.359092066
#> [61,] -0.609631994 0.201965386 0.018644451 -0.378477024 -0.207463646
#> [62,] -0.290455420 -0.206301208 0.905149951 0.436553457 -0.145820583
#> [63,] 0.273592070 -1.022834397 1.152045875 0.337911341 -0.334859310
#> [64,] -0.994670401 0.357495518 -1.475987251 -0.796472990 -0.310202085
#> [65,] 1.428707289 7.239703826 1.599441174 -0.763181276 -0.435132026
#> [66,] -0.322541954 0.571349448 -0.084090766 1.627657004 -0.468008327
#> [67,] 0.216174062 1.251793772 -0.609365987 -0.591790600 0.272530339
#> [68,] 0.199286412 1.737825433 1.153702894 0.271327913 1.036082415
#> [69,] -0.996359166 -0.925628065 -0.324358611 0.001295121 -0.967728092
#> [70,] -0.819038847 -0.225742475 -0.972253285 -0.891416026 -0.259243820
#> [71,] -0.233037412 0.493584382 -0.813179401 -0.363680707 -0.837044798
#> [72,] 0.780221552 -0.342390073 0.482609946 -1.228032246 -0.957865202
#> [73,] -0.488040919 0.649114514 -0.660733595 -1.158982765 -0.560061968
#> [74,] -0.471153269 -0.011888544 0.273825473 -0.260106485 -1.086904681
#> [75,] -1.087552473 1.290676305 -0.876146147 -0.689199689 -1.053206473
#> [76,] 2.001198604 -0.206301208 -1.051790227 1.109785897 -0.678416649
#> [77,] 0.727869839 -0.264625008 0.389816847 -0.759482196 -0.496775090
#> [78,] 0.258393185 2.554358622 1.243181954 0.159122506 -0.786908440
#> [79,] 1.237876851 0.007552722 1.089079129 0.376135161 0.077738259
#> [80,] 1.442217409 -0.653450336 0.161148139 0.278726072 -0.059520295
#> [81,] -0.238103707 -0.711774135 0.192631512 -0.380943077 -0.183628329
#> [82,] 0.803864261 0.143641587 -0.099003942 -0.194756084 0.282393229
#> [83,] 0.327632548 0.513025649 0.118065629 0.242968305 0.198558663
#> [84,] 0.765022668 0.007552722 1.461908545 1.511752518 0.868413283
#> [85,] 0.994694700 -0.595126536 0.572089006 0.898938374 1.248956460
#> [86,] 1.248009441 1.115704907 1.100678266 0.627672556 0.973617444
#> [87,] 0.607967528 1.154587440 1.359173328 1.660948719 1.064027270
#> [88,] 0.618100118 -0.303507540 0.863724460 0.954424565 -0.119519543
#> [89,] 2.615909043 0.649114514 1.340946112 0.346542526 0.021026641
#> [90,] 0.346208962 0.376936784 1.930845099 1.570937788 2.112781252
#> [91,] 0.244883066 -0.497920204 -0.509944809 3.496925098 3.261807949
#> [92,] -1.411795341 0.668555780 -0.796609205 1.591899238 3.196055348
#> [93,] 0.106404341 1.485088969 3.430447860 3.949445804 3.082632112
#> [94,] 1.129795895 2.340504691 1.153702894 3.545013129 4.152755689
#> [95,] 2.884422669 -0.186859942 2.159513807 0.400795690 -1.076219884
#> [96,] 2.311931354 0.221406653 0.870352538 0.778101783 0.686771723
#> [97,] 0.173954938 0.026993989 0.055098883 0.366270950 0.044861959
#> [98,] -1.246296377 0.629673247 -0.553027320 -0.390807289 -0.182806421
#> [99,] -0.499862273 -1.081158197 0.341763278 0.053082232 0.097464039
#> [100,] -0.981160281 -0.264625008 -0.844662774 -1.299547780 -0.334037403
#> [101,] 0.765022668 -1.178364529 0.699679517 0.155423427 -0.043082145
#> [102,] 0.346208962 -0.284066274 0.538948613 0.665896376 0.481294846
#> [103,] 0.846083385 -1.003393131 0.441184456 -0.223115692 -0.089930873
#> [104,] -0.386715022 -0.595126536 -0.032723157 -0.109677259 0.254448374
#> [105,] -0.072604743 -0.595126536 0.587002183 0.902637454 1.056630102
#> [106,] -0.670427532 -0.886745533 -0.518229908 -0.511643881 0.624306753
#> [107,] -0.905165859 -0.672891602 -0.793295165 -0.647276790 -0.266640987
#> [108,] -0.332674544 -0.575685270 -0.115574139 -0.478352166 0.164860455
#> [109,] 0.645120357 -0.653450336 0.389816847 0.119665660 0.547869354
#> [110,] -1.366198688 -0.653450336 -1.611862860 -1.549852149 -1.057316011
#> [111,] -0.413735261 -0.381272606 -0.408866612 -1.557250307 -0.499240812
#> [112,] -0.537015102 -0.497920204 -0.748555636 -1.147885527 -1.156766819
#> [113,] -0.428934146 0.357495518 1.388999681 2.562291051 2.877155235
#> [114,] -0.295521715 -0.867304266 -1.086587639 -0.389574262 1.150327558
#> [115,] 0.709293425 0.143641587 1.329346975 0.268861860 0.621841030
#> [116,] -0.108068807 -0.459037672 0.123036687 -0.332855046 0.993343224
#> [117,] 0.334387608 -0.303507540 -0.392296416 0.654799138 1.304024263
#> [118,] -1.045333349 -0.595126536 -0.940769912 -0.596722705 -0.029931625
#> [119,] 1.291917329 -0.245183741 -0.241507630 0.388465426 0.845399873
#> [120,] -0.150287930 -0.964510598 -0.481775476 -0.078851598 0.564307504
#> [121,] -0.038829444 -0.653450336 -0.390639396 0.008693280 0.671155481
#> [122,] -0.219527293 -0.945069332 -0.491717594 0.928531009 0.633347735
#> [123,] 1.758016453 -0.186859942 1.675664076 1.402013165 1.495528712
#> [124,] -0.646784823 -0.284066274 -0.466862299 0.106102369 0.319379067
#> [125,] 0.613033823 -0.886745533 0.350048376 -0.207086348 -0.064451740
#> [126,] -0.008431675 -0.225742475 -0.377383239 -0.219416613 -0.439241564
#> [127,] 0.141868404 -1.158923262 -0.904315480 -0.482051246 -0.084177520
#> [128,] -0.317475660 -0.983951865 -0.382354298 -0.659607054 -0.525541852
#> [129,] -0.964272632 -1.022834397 -0.329329670 0.373669108 0.270886524
#> [130,] -0.464398209 -0.731215401 -0.977224344 -0.343952284 0.001300861
#> [131,] -0.391781317 -0.750656668 -0.617651085 -0.205853322 0.165682363
#> [132,] -0.499862273 -0.128536143 -0.614337046 -0.300796358 -0.149108213
#> [133,] -0.873079325 -0.614567803 -0.234879552 -0.392040315 -0.055410757
#> [134,] 0.048986333 -0.692332869 0.757675204 0.366270950 0.073628722
#> [135,] 0.069251512 0.707438313 0.161148139 1.171437219 1.099369293
#> [136,] -0.175619404 0.007552722 -0.433721907 -0.454924664 -0.612664048
#> [137,] 0.184087528 -0.692332869 0.008702333 -0.257640432 -0.425269136
#> [138,] 0.493131512 -0.361831340 0.353362415 -0.325456887 0.139381322
#> [139,] -1.222653668 0.940733510 -0.988823481 0.016091439 0.055546756
#> attr(,"center")
#> [1] 0.029472662 0.211792086 0.240153957 0.255768345 0.275245324 0.304018705
#> [7] 0.335564748 0.387545324 0.423204317 0.473264029 0.523485612 0.036864029
#> [13] 0.579984892 0.620858993 0.633986331 0.650032374 0.669373381 0.667002158
#> [19] 0.691544604 0.690561871 0.682581295 0.639571223 0.042666906 0.576966906
#> [25] 0.490678417 0.423535971 0.409778417 0.393929496 0.386549640 0.383818705
#> [31] 0.363379137 0.338230216 0.328697842 0.052154676 0.315721583 0.278615108
#> [37] 0.269199281 0.240327338 0.210109353 0.188317986 0.151922302 0.117076978
#> [43] 0.085474101 0.048410072 0.076999281 0.019728777 0.015637410 0.012687050
#> [49] 0.010026619 0.010842446 0.008925180 0.007869065 0.007469784 0.007926619
#> [55] 0.007660432 0.106199281 0.006661151 0.125174820 0.138694964 0.177541727
#> attr(,"scale")
#> [1] 0.023055559 0.135073859 0.132610064 0.143246036 0.149308458 0.163213228
#> [7] 0.210800660 0.235963611 0.269845990 0.267797178 0.260469759 0.029455395
#> [13] 0.262067452 0.258106311 0.256890814 0.255053203 0.248374497 0.254876159
#> [19] 0.246301155 0.257491316 0.245213409 0.235537852 0.034796348 0.209282502
#> [25] 0.206333645 0.204189317 0.200580886 0.231981457 0.259769142 0.266755619
#> [31] 0.243247047 0.222090446 0.216524906 0.039094384 0.190162288 0.171402311
#> [37] 0.158144492 0.133087924 0.130458788 0.140737203 0.113148343 0.073955122
#> [43] 0.057251157 0.033101273 0.051241539 0.012574013 0.009303247 0.007996967
#> [49] 0.006880800 0.006906466 0.006102896 0.005116609 0.005415773 0.006098314
#> [55] 0.005850618 0.059214872 0.005143698 0.060349315 0.081101261 0.121668191
#> attr(,"nonsingular")
#> [1] 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
#> [26] 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50
#> [51] 51 52 53 54 55 56 57 58 59 60
#>
#> attr(,"class")
#> [1] "ncvreg"
#>
#> $min
#> [1] 18
#>
#> $lambda.min
#> [1] 0.07028882
#>
#> $null.dev
#> [1] 1.380025
#>
#> $Bias
#> [1] 0.1708769
#>
#> $pe
#> [1] 0.4532374 0.4532374 0.3669065 0.3021583 0.2589928 0.2517986 0.2517986
#> [8] 0.2446043 0.2446043 0.2589928 0.2805755 0.2805755 0.2805755 0.2589928
#> [15] 0.2733813 0.2805755 0.2517986 0.2805755 0.3093525 0.3093525 0.2949640
#> [22] 0.2949640 0.3093525 0.2949640 0.3021583 0.2589928 0.2733813 0.2589928
#> [29] 0.2805755 0.2949640 0.3093525 0.3093525 0.3093525 0.3381295 0.3309353
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.1594203