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] 1.372842 1.354708 1.328342 1.300305 1.273201 1.250569 1.231731 1.216023
#> [9] 1.201305 1.189153 1.173996 1.160860 1.150745 1.144147 1.139931 1.166100
#> [17] 1.175092 1.185951 1.199926 1.215977 1.224912 1.245383 1.265740 1.292077
#> [25] 1.377396 1.405005 1.507784 1.726673 1.858755 1.959767 1.929820 2.219867
#> [33] 2.836087 3.109595 3.757454
#>
#> $cvse
#> [1] 0.01622498 0.01811688 0.02131466 0.02549430 0.03006081 0.03472746
#> [7] 0.03932677 0.04375497 0.04791918 0.05215129 0.05590569 0.05959485
#> [13] 0.06348161 0.06738499 0.07123526 0.07607350 0.08144191 0.08731379
#> [19] 0.09417680 0.10128895 0.10923019 0.12231051 0.13236483 0.14111560
#> [25] 0.16152355 0.17086920 0.19549058 0.25831311 0.27161100 0.28777745
#> [31] 0.28962295 0.32821308 0.41812676 0.45294187 0.54711793
#>
#> $fold
#> [1] 4 1 1 8 6 1 4 6 10 6 6 1 4 9 10 9 2 4 3 3 4 7 9 3 3
#> [26] 7 2 7 5 10 10 8 7 10 8 8 2 10 3 6 1 2 3 4 8 5 3 1 9 1
#> [51] 9 7 5 7 5 2 5 6 2 2 5 9 8 7 2 1 10 8 8 8 1 2 7 2 8
#> [76] 7 3 3 9 4 9 2 8 4 3 5 6 4 5 5 9 1 1 6 3 3 6 7 4 9
#> [101] 5 9 7 6 10 8 10 1 8 2 10 5 5 6 3 7 6 8 10 2 7 4 5 6 3
#> [126] 6 2 7 4 9 1 5 10 9 1 9 4 4 10
#>
#> $lambda
#> [1] 0.20112607 0.18757084 0.17492920 0.16313955 0.15214449 0.14189047
#> [7] 0.13232752 0.12340909 0.11509173 0.10733493 0.10010092 0.09335445
#> [13] 0.08706267 0.08119494 0.07572267 0.07061922 0.06585972 0.06142100
#> [19] 0.05728143 0.05342085 0.04982046 0.04646273 0.04333130 0.04041091
#> [25] 0.03768735 0.03514735 0.03277854 0.03056937 0.02850910 0.02658768
#> [31] 0.02479576 0.02312461 0.02156609 0.02011261 0.01875708
#>
#> $fit
#> $beta
#> 0.2011 0.1876 0.1749 0.1631 0.1521 0.1419
#> (Intercept) 0.1875986 0.04011471 -0.1279073 -0.3206531 -0.5020771 -0.6735665
#> V1 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V12 0.0000000 0.55410205 1.0289503 1.4244604 1.7973777 2.1505619
#> V13 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V32 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V37 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.0000000 0.00000000 0.8212945 2.5473140 4.1850528 5.7455707
#> V5 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.1323 0.1234 0.1151 0.1073 0.1001 0.0934
#> (Intercept) -0.8362983 -0.9912385 -1.139285 -1.1851747 -1.2236221 -1.264125
#> V1 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V10 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V11 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V12 2.4863972 2.8067168 3.113277 3.2643437 3.4051339 3.550036
#> V13 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V14 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V15 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V16 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V17 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V18 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V19 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V2 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V20 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V21 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V22 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V23 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V24 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V25 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V26 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V27 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V28 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V29 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V3 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V30 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V31 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V32 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V33 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V34 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V35 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V36 0.0000000 0.0000000 0.000000 -0.2633412 -0.5409413 -0.809609
#> V37 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V38 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V39 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V4 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V40 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V41 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V42 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V43 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V44 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V45 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V46 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V47 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V48 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V49 7.2376763 8.6692021 10.046659 12.0233537 14.0214934 15.994057
#> V5 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V50 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V51 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V52 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V53 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V54 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V55 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V56 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V57 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V58 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V59 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V6 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V60 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V7 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V8 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> V9 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.000000
#> 0.0871 0.0812 0.0757 0.0706 0.0659 0.0614
#> (Intercept) -1.306853 -1.351932 -1.4032959 -1.478643 -1.55711277 -1.6339144
#> V1 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V10 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V11 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V12 3.699095 3.852419 3.9970432 4.082368 4.16751398 4.2274775
#> V13 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V14 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V15 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V16 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V17 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V18 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V19 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V2 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V20 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V21 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V22 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V23 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V24 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V25 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V26 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V27 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V28 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V29 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V3 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V30 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V31 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V32 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V33 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V34 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V35 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V36 -1.070723 -1.325473 -1.5776241 -1.841129 -2.10598670 -2.3820966
#> V37 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V38 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V39 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V4 0.000000 0.000000 0.0000000 0.000000 0.06926069 0.4548732
#> V40 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V41 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V42 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V43 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V44 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V45 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V46 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V47 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V48 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V49 17.951870 19.903758 21.8393296 23.717390 25.64399603 27.5831520
#> V5 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V50 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V51 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V52 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V53 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V54 0.000000 0.000000 0.8919357 6.404058 11.75860748 16.2960103
#> V55 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V56 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V57 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V58 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V59 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V6 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V60 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V7 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V8 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> V9 0.000000 0.000000 0.0000000 0.000000 0.00000000 0.0000000
#> 0.0573 0.0534 0.0498 0.0465 0.0433 0.0404
#> (Intercept) -1.7158610 -1.7930684 -1.87857643 -2.0704268 -2.275679 -2.796532
#> V1 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V10 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V11 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V12 4.2992146 4.4851631 4.68019959 4.8498590 5.078543 5.338753
#> V13 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V14 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V15 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V16 0.0000000 -0.3252992 -0.75424338 -1.5457406 -2.312706 -4.002545
#> V17 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V18 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V19 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V2 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V20 0.0000000 0.0000000 0.09897494 0.6379706 1.167903 3.098552
#> V21 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V22 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V23 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V24 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V25 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V26 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V27 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V28 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V29 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V3 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V30 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V31 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V32 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V33 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V34 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V35 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V36 -2.6578076 -2.9929395 -3.33831189 -3.6148750 -3.697970 -3.964434
#> V37 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V38 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V39 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V4 0.8118233 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V40 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V41 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V42 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V43 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V44 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V45 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V46 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V47 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V48 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V49 29.5872416 32.0717577 34.81968363 37.6703854 39.373623 57.492909
#> V5 0.0000000 1.5944789 2.52696384 3.4529592 4.187977 2.962064
#> V50 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 -46.072144
#> V51 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V52 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V53 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V54 20.9478596 29.1039460 36.28773472 41.2203755 45.641776 68.273559
#> V55 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V56 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V57 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V58 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V59 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V6 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V60 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V7 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V8 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V9 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> 0.0377 0.0351 0.0328 0.0306 0.0285
#> (Intercept) -2.976515 -3.109615 -3.206922887 -3.2981747 -3.376776
#> V1 0.000000 0.000000 0.000000000 1.4023294 0.614602
#> V10 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V11 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V12 5.467358 5.664674 5.853018789 6.0083579 6.630550
#> V13 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V14 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V15 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V16 -4.413993 -4.538019 -4.607354542 -4.5862749 -5.395865
#> V17 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V18 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V19 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V2 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V20 3.546244 3.587482 3.613834222 3.5897811 4.112922
#> V21 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V22 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V23 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V24 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V25 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V26 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V27 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V28 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V29 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V3 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V30 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V31 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V32 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V33 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V34 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V35 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V36 -4.136363 -4.154091 -4.155502093 -4.3046001 -3.896196
#> V37 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V38 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V39 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V4 4.112502 4.196402 4.396703565 4.5501165 7.671096
#> V40 0.000000 0.000000 0.000000000 0.0000000 -3.737530
#> V41 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V42 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V43 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V44 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V45 0.000000 0.000000 0.004994157 0.9551244 6.199669
#> V46 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V47 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V48 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V49 64.383434 65.026521 65.955310723 64.9306303 64.993273
#> V5 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V50 -69.773661 -72.324952 -74.859588244 -77.6386150 -92.805198
#> V51 12.298842 20.257805 27.955680753 35.7612967 46.392051
#> V52 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V53 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V54 75.792904 80.264541 85.598328191 90.2696801 103.158677
#> V55 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V56 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V57 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V58 0.000000 0.000000 0.000000000 0.0000000 39.780754
#> V59 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V6 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V60 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V7 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> V8 0.000000 -0.189160 -0.964908223 -2.1177492 -4.902732
#> V9 0.000000 0.000000 0.000000000 0.0000000 0.000000
#> 0.0266 0.0248 0.0231 0.0216 0.0201
#> (Intercept) -3.51319930 -3.7262554 -5.2953936 -8.832108 -11.410654
#> V1 3.54817948 5.3111993 16.3534641 48.436503 75.471552
#> V10 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V11 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V12 7.05091760 7.1650518 8.3915130 11.273301 17.119947
#> V13 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V14 0.00000000 0.0000000 0.0000000 0.000000 -8.003057
#> V15 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V16 -5.58442690 -5.6823507 -5.7550243 -5.986139 -4.154570
#> V17 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V18 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V19 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V2 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V20 4.20071534 4.2601917 4.7287730 4.657406 5.182658
#> V21 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V22 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V23 0.00000000 0.0000000 0.6505895 3.281432 4.511909
#> V24 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V25 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V26 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V27 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V28 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V29 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V3 0.00000000 0.0000000 0.0000000 -13.688601 -24.718357
#> V30 0.00000000 0.0000000 0.0000000 1.507849 3.189171
#> V31 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V32 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V33 0.08531422 0.4197557 3.2432974 3.609986 4.426627
#> V34 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V35 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V36 -4.07716697 -4.2627108 -5.6325459 -6.141489 -8.897428
#> V37 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V38 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V39 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V4 9.91437586 11.5342091 29.6695664 38.009013 51.473646
#> V40 -4.00105272 -4.2781838 -6.5941003 -7.346642 -7.918519
#> V41 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V42 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V43 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V44 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V45 6.74592243 7.0728865 11.3378067 14.828314 17.516001
#> V46 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V47 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V48 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V49 67.30478937 68.2836515 67.7970001 73.937782 87.142524
#> V5 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V50 -99.66380061 -103.7810619 -127.0724510 -164.469019 -205.451624
#> V51 51.02273010 55.5097715 90.5939677 106.107343 141.412223
#> V52 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V53 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V54 106.03642224 110.2738059 82.3843113 93.882981 164.844693
#> V55 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V56 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V57 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V58 56.09700084 67.6101062 125.4562330 171.509790 233.162739
#> V59 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V6 0.00000000 0.0000000 -14.2040348 -18.315167 -22.720502
#> V60 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V7 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V8 -7.24373407 -8.2474483 -8.3435282 -12.715669 -19.231019
#> V9 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> 0.0188 0.0175 0.0163 0.0152 0.0142
#> (Intercept) -21.069922 -21.539873 -22.031379 -37.205072 -37.206982
#> V1 153.990776 155.285691 156.754971 179.798262 179.805298
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 0.000000 0.000000 0.000000 0.000000 0.000000
#> V12 23.667430 24.150240 24.663986 52.931610 52.934590
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 -11.500604 -11.775367 -12.070255 -30.283790 -30.285590
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -5.290140 -5.348345 -5.409984 -5.998624 -5.998915
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 7.439517 7.667778 7.907495 15.317208 15.318132
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000
#> V23 8.365373 8.477784 8.597032 13.615098 13.615755
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 3.121117 3.231080 3.344661 12.504375 12.505164
#> V3 -100.671943 -101.599304 -102.619794 -104.309188 -104.312935
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 0.000000 0.000000 0.000000 -12.660932 -12.661695
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 10.516604 10.705899 10.907116 34.111066 34.113070
#> V34 0.000000 0.000000 0.000000 -18.862194 -18.863514
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -14.287659 -14.515459 -14.764130 -17.152614 -17.153389
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000
#> V4 97.896570 99.313808 100.844669 110.729562 110.734221
#> V40 -15.956908 -16.119929 -16.297726 -20.280739 -20.281588
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000
#> V44 0.000000 0.000000 0.000000 0.000000 0.000000
#> V45 28.092172 28.517907 28.975454 45.119005 45.121349
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 43.288191 43.634031 44.018142 56.743474 56.745515
#> V48 0.000000 0.000000 0.000000 0.000000 0.000000
#> V49 79.159519 80.537990 82.004857 151.572649 151.580617
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000
#> V50 -363.117596 -368.678452 -374.658491 -562.672215 -562.699513
#> V51 94.909553 106.062073 117.219259 202.879513 202.891134
#> V52 167.338522 165.781124 164.365142 181.416685 181.422498
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 319.184515 321.756608 324.855701 418.281440 418.299053
#> V55 0.000000 0.000000 0.000000 0.000000 0.000000
#> V56 0.000000 0.000000 0.000000 0.000000 0.000000
#> V57 0.000000 0.000000 0.000000 0.000000 0.000000
#> V58 399.506330 406.887714 414.802833 712.475609 712.513676
#> V59 0.000000 0.000000 0.000000 0.000000 0.000000
#> V6 -38.721279 -39.594825 -40.501625 -44.964182 -44.965918
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000
#> V8 -32.767296 -33.163020 -33.604987 -47.325483 -47.327870
#> V9 12.425481 12.532252 12.647840 9.440013 9.440140
#> 0.0132 0.0123 0.0115 0.0107 0.0100
#> (Intercept) -37.208880 -46.445205 -46.447110 -46.449009 -46.450904
#> V1 179.812288 201.773502 201.779499 201.785481 201.791447
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 0.000000 0.000000 0.000000 0.000000 0.000000
#> V12 52.937551 67.167588 67.170533 67.173471 67.176401
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 -30.287380 -39.234544 -39.236318 -39.238087 -39.239851
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -5.999203 -7.504231 -7.504523 -7.504815 -7.505105
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 15.319049 19.596330 19.597258 19.598184 19.599108
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000
#> V23 13.616408 16.850266 16.850922 16.851575 16.852227
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 12.505947 16.849894 16.850720 16.851545 16.852367
#> V3 -104.316657 -128.377946 -128.381803 -128.385649 -128.389485
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 -12.662453 -17.957035 -17.957893 -17.958749 -17.959602
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 34.115062 44.336532 44.338544 44.340551 44.342552
#> V34 -18.864827 -27.182920 -27.184365 -27.185807 -27.187245
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -17.154159 -19.871547 -19.872228 -19.872908 -19.873585
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000
#> V4 110.738849 120.346397 120.349998 120.353589 120.357170
#> V40 -20.282431 -22.952939 -22.953649 -22.954358 -22.955064
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000
#> V44 0.000000 0.000000 0.000000 0.000000 0.000000
#> V45 45.123678 51.258613 51.260594 51.262570 51.264540
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 56.747542 60.823126 60.824662 60.826194 60.827722
#> V48 0.000000 0.000000 0.000000 0.000000 0.000000
#> V49 151.588534 223.764901 223.775136 223.785344 223.795525
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000
#> V50 -562.726635 -696.974180 -697.001616 -697.028980 -697.056273
#> V51 202.902680 266.086872 266.099412 266.111920 266.124395
#> V52 181.428273 204.945176 204.949984 204.954780 204.959563
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 418.316553 491.404810 491.420814 491.436777 491.452698
#> V55 0.000000 0.000000 0.000000 0.000000 0.000000
#> V56 0.000000 185.125172 185.136141 185.147082 185.157994
#> V57 0.000000 0.000000 0.000000 0.000000 0.000000
#> V58 712.551498 789.941224 789.972685 790.004064 790.035361
#> V59 0.000000 0.000000 0.000000 0.000000 0.000000
#> V6 -44.967642 -46.751675 -46.752924 -46.754169 -46.755412
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000
#> V8 -47.330241 -54.606718 -54.608805 -54.610887 -54.612963
#> V9 9.440267 9.852321 9.852385 9.852448 9.852512
#> 0.0093 0.0087 0.0081 0.0076
#> (Intercept) -61.608133 -61.609975 -61.611816 -207.29476
#> V1 207.025638 207.030756 207.035869 551.68538
#> V10 0.000000 0.000000 0.000000 0.00000
#> V11 0.000000 0.000000 0.000000 0.00000
#> V12 93.428712 93.431714 93.434714 450.12302
#> V13 0.000000 0.000000 0.000000 0.00000
#> V14 -54.660985 -54.662756 -54.664526 -237.88442
#> V15 0.000000 0.000000 0.000000 0.00000
#> V16 -11.541278 -11.541643 -11.542008 -58.69402
#> V17 0.000000 0.000000 0.000000 0.00000
#> V18 0.000000 0.000000 0.000000 0.00000
#> V19 0.000000 0.000000 0.000000 0.00000
#> V2 57.016557 57.017986 57.019413 382.60025
#> V20 29.256157 29.257164 29.258170 94.68412
#> V21 0.000000 0.000000 0.000000 0.00000
#> V22 0.000000 0.000000 0.000000 0.00000
#> V23 20.999680 21.000280 21.000880 100.47513
#> V24 0.000000 0.000000 0.000000 0.00000
#> V25 0.000000 0.000000 0.000000 0.00000
#> V26 0.000000 0.000000 0.000000 -54.68938
#> V27 0.000000 0.000000 0.000000 0.00000
#> V28 0.000000 0.000000 0.000000 0.00000
#> V29 24.631190 24.632034 24.632877 89.39152
#> V3 -177.375209 -177.379166 -177.383118 -607.46689
#> V30 0.000000 0.000000 0.000000 86.29082
#> V31 -25.415990 -25.416866 -25.417742 -181.53630
#> V32 0.000000 0.000000 0.000000 0.00000
#> V33 62.769575 62.771594 62.773611 279.24116
#> V34 -40.602901 -40.604352 -40.605801 -208.51613
#> V35 0.000000 0.000000 0.000000 0.00000
#> V36 -26.342714 -26.343444 -26.344174 -19.01590
#> V37 0.000000 0.000000 0.000000 -126.92485
#> V38 0.000000 0.000000 0.000000 0.00000
#> V39 0.000000 0.000000 0.000000 0.00000
#> V4 152.770792 152.774632 152.778469 858.62978
#> V40 -28.378309 -28.379033 -28.379756 -56.63460
#> V41 0.000000 0.000000 0.000000 0.00000
#> V42 0.000000 0.000000 0.000000 0.00000
#> V43 0.000000 0.000000 0.000000 0.00000
#> V44 0.000000 0.000000 0.000000 0.00000
#> V45 69.421802 69.424000 69.426195 296.92821
#> V46 0.000000 0.000000 0.000000 0.00000
#> V47 74.092367 74.093839 74.095310 386.86348
#> V48 0.000000 0.000000 0.000000 0.00000
#> V49 293.482667 293.492325 293.501975 1102.64310
#> V5 0.000000 0.000000 0.000000 0.00000
#> V50 -946.089381 -946.118447 -946.147487 -4109.00299
#> V51 414.083539 414.097701 414.111851 1460.72857
#> V52 198.226772 198.230209 198.233642 1519.09622
#> V53 0.000000 0.000000 0.000000 0.00000
#> V54 581.869963 581.884396 581.898816 2470.55967
#> V55 0.000000 0.000000 0.000000 0.00000
#> V56 235.628163 235.638153 235.648134 0.00000
#> V57 0.000000 0.000000 0.000000 0.00000
#> V58 1132.062126 1132.094854 1132.127553 5159.41415
#> V59 0.000000 0.000000 0.000000 0.00000
#> V6 -53.512331 -53.513506 -53.514681 -298.27965
#> V60 0.000000 0.000000 0.000000 0.00000
#> V7 0.000000 0.000000 0.000000 0.00000
#> V8 -76.230085 -76.232412 -76.234738 -626.91971
#> V9 9.920221 9.920237 9.920252 164.28443
#>
#> $iter
#> [1] 0 4 7 4 3 4 4 4 5 10 6 6 6 6 9
#> [16] 6 9 6 6 16 17 15 16 76 39 22 18 28 105 33
#> [31] 19 126 88 112 500 83 87 648 1 1 967 1 1 1 2190
#> [46] 1 1 4683
#>
#> $lambda
#> [1] 0.201126068 0.187570844 0.174929197 0.163139555 0.152144495 0.141890465
#> [7] 0.132327523 0.123409091 0.115091731 0.107334933 0.100100918 0.093354451
#> [13] 0.087062674 0.081194941 0.075722674 0.070619219 0.065859720 0.061420995
#> [19] 0.057281426 0.053420849 0.049820463 0.046462730 0.043331298 0.040410913
#> [25] 0.037687353 0.035147352 0.032778538 0.030569374 0.028509101 0.026587683
#> [31] 0.024795762 0.023124610 0.021566089 0.020112607 0.018757084 0.017492920
#> [37] 0.016313955 0.015214449 0.014189047 0.013232752 0.012340909 0.011509173
#> [43] 0.010733493 0.010010092 0.009335445 0.008706267 0.008119494 0.007572267
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 19
#>
#> $loss
#> [1] 191.477310 93.558004 91.185615 88.577063 86.355041 84.450881
#> [7] 82.822662 81.427264 80.235023 78.284101 76.518892 74.995116
#> [13] 73.682877 72.558229 71.547477 70.426098 69.444229 68.533629
#> [19] 67.777247 66.128576 64.508852 62.288236 60.797643 57.140216
#> [25] 55.751407 55.175080 54.449838 53.062870 48.312468 47.164261
#> [31] 46.387391 41.781226 37.927813 34.955450 27.885835 27.813430
#> [37] 27.784904 22.864316 22.864311 22.864307 22.044326 22.044322
#> [43] 22.044317 22.044313 20.862346 20.862341 20.862337 5.135773
#>
#> $linear.predictors
#> 0.2011 0.1876 0.1749 0.1631 0.1521 0.1419
#> 1 0.1875986 0.40316237 0.5798518850 0.716838470 0.846733424 0.97047552
#> 2 0.1875986 0.43131076 0.6092084456 0.718131001 0.821277237 0.91942264
#> 3 0.1875986 0.15049184 0.1329897516 0.136571449 0.140962642 0.14609882
#> 4 0.1875986 0.25909584 0.2976236330 0.300881836 0.304502784 0.30848371
#> 5 0.1875986 0.07657463 -0.0185627436 -0.097774836 -0.171627458 -0.24075907
#> 6 0.1875986 0.21111060 0.2130336555 0.191533789 0.171867668 0.15384569
#> 7 0.1875986 0.13176319 0.1060956578 0.112878901 0.120387783 0.12856731
#> 8 0.1875986 0.09862789 -0.0116942409 -0.146794839 -0.273771518 -0.39360789
#> 9 0.1875986 0.09530327 -0.0066983382 -0.120698132 -0.227639066 -0.32837150
#> 10 0.1875986 0.10743811 0.0095938358 -0.108862035 -0.220082896 -0.32494053
#> 11 0.1875986 0.24208491 0.2842675953 0.313701270 0.342231462 0.37001313
#> 12 0.1875986 0.16406734 0.1200088422 0.053020631 -0.009606560 -0.06838145
#> 13 0.1875986 0.12882645 0.0795349537 0.039863292 0.003305825 -0.03049184
#> 14 0.1875986 0.11602669 0.0397509597 -0.042714367 -0.119822129 -0.19220845
#> 15 0.1875986 0.34038261 0.4602330251 0.546022040 0.627605838 0.70555825
#> 16 0.1875986 0.20130300 0.2072227812 0.204785280 0.203248381 0.20253886
#> 17 0.1875986 0.26890345 0.3444171005 0.414741311 0.481956206 0.54649452
#> 18 0.1875986 0.07457986 -0.0060874640 -0.052720809 -0.095652478 -0.13531335
#> 19 0.1875986 0.23272058 0.2589939083 0.265173675 0.271679272 0.27851116
#> 20 0.1875986 0.22197100 0.2581684329 0.296891558 0.334321876 0.37066205
#> 21 0.1875986 0.24568657 0.2627032432 0.235332663 0.209948601 0.18634415
#> 22 0.1875986 0.17498315 0.1343658433 0.062741842 -0.004330600 -0.06738349
#> 23 0.1875986 0.10477842 0.0008769198 -0.127417089 -0.247961552 -0.36169285
#> 24 0.1875986 0.17171395 0.1755194675 0.200808077 0.225705407 0.25029851
#> 25 0.1875986 0.13902193 0.0739109353 -0.010091323 -0.088755504 -0.16271406
#> 26 0.1875986 0.05524170 -0.0855264358 -0.237442117 -0.380188756 -0.51488321
#> 27 0.1875986 0.06903884 -0.0724713782 -0.240946956 -0.399465360 -0.54924145
#> 28 0.1875986 0.09120292 -0.0254000456 -0.165627878 -0.297437873 -0.42185086
#> 29 0.1875986 0.12871563 0.0436028550 -0.071229757 -0.179103447 -0.28085428
#> 30 0.1875986 0.08782290 0.0392010687 0.045516108 0.052768179 0.06087346
#> 31 0.1875986 0.20302071 0.2092627149 0.205634868 0.202961178 0.20116181
#> 32 0.1875986 0.18224189 0.1620534864 0.125470805 0.091616461 0.06018724
#> 33 0.1875986 0.23255435 0.2561392104 0.256849664 0.258166395 0.26005472
#> 34 0.1875986 0.14328851 0.0767418271 -0.014916325 -0.100863024 -0.18177728
#> 35 0.1875986 0.12184476 0.0505549379 -0.027757532 -0.100949663 -0.16962755
#> 36 0.1875986 0.15730729 0.1235530197 0.085569567 0.050492467 0.01799488
#> 37 0.1875986 0.08333467 -0.0329480078 -0.163948316 -0.286969182 -0.40297693
#> 38 0.1875986 0.09264358 -0.0205894092 -0.155301264 -0.281883554 -0.40132092
#> 39 0.1875986 0.06781981 -0.0680825838 -0.223447526 -0.369520663 -0.50743356
#> 40 0.1875986 0.10106594 -0.0087273190 -0.145367110 -0.273814656 -0.39506200
#> 41 0.1875986 0.09048259 -0.0092441092 -0.113221889 -0.210632840 -0.30226594
#> 42 0.1875986 0.15425973 0.1270922908 0.106264951 0.087479481 0.07051718
#> 43 0.1875986 0.10117676 0.0148032335 -0.072738502 -0.154599681 -0.23145768
#> 44 0.1875986 0.08593895 -0.0201453851 -0.132544407 -0.237926495 -0.33713726
#> 45 0.1875986 0.10910042 0.0277925047 -0.057718077 -0.137685792 -0.21277034
#> 46 0.1875986 0.10544334 0.0151702420 -0.085205445 -0.179262359 -0.26775760
#> 47 0.1875986 0.08599436 -0.0061626138 -0.089352355 -0.167019365 -0.23982205
#> 48 0.1875986 0.06787522 -0.0614093332 -0.202926568 -0.335860503 -0.46125394
#> 49 0.1875986 0.05502006 -0.0809281198 -0.222473286 -0.355378886 -0.48069545
#> 50 0.1875986 0.05446595 -0.0847494713 -0.232558614 -0.371405443 -0.50238095
#> 51 0.1875986 0.11669161 0.0551119646 0.002808786 -0.045682368 -0.09080396
#> 52 0.1875986 0.11835392 0.0388983959 -0.052779711 -0.138638975 -0.21937318
#> 53 0.1875986 0.22618218 0.2429922106 0.236392666 0.230800468 0.22613034
#> 54 0.1875986 0.22424282 0.2686289671 0.322091431 0.373497525 0.42314570
#> 55 0.1875986 0.26801688 0.3368574599 0.394121514 0.448948022 0.50168551
#> 56 0.1875986 0.12450445 0.1409906519 0.244255261 0.343341745 0.43880906
#> 57 0.1875986 0.09253276 0.0783350411 0.151874637 0.222892842 0.29173936
#> 58 0.1875986 0.09031636 0.0267484205 -0.001057951 -0.026192720 -0.04895688
#> 59 0.1875986 0.08649305 0.0345140929 0.035219655 0.037154830 0.04019907
#> 60 0.1875986 0.21870180 0.2130861396 0.167489828 0.124927340 0.08505913
#> 61 0.1875986 0.16129683 0.1142070551 0.043860478 -0.021941491 -0.08373072
#> 62 0.1875986 0.22069657 0.2208147035 0.185099724 0.151904658 0.12095445
#> 63 0.1875986 0.07729496 -0.0328297027 -0.144322002 -0.248806870 -0.34712918
#> 64 0.1875986 0.17847399 0.1916042274 0.229139945 0.265629142 0.30124132
#> 65 0.1875986 0.16528636 0.1591486538 0.170528841 0.182256541 0.19432591
#> 66 0.1875986 0.18501240 0.1938081782 0.215126079 0.236199059 0.25709654
#> 67 0.1875986 0.32852483 0.4172704799 0.450582081 0.482423110 0.51302417
#> 68 0.1875986 0.35988700 0.4962878172 0.595653585 0.690036522 0.78010891
#> 69 0.1875986 0.27599595 0.3731101296 0.481118639 0.584060138 0.68261300
#> 70 0.1875986 0.30353482 0.3766138819 0.404170113 0.430656747 0.45625282
#> 71 0.1875986 0.31672245 0.4058664072 0.452846693 0.497707641 0.54076051
#> 72 0.1875986 0.26109061 0.2908152852 0.273404275 0.257404668 0.24268243
#> 73 0.1875986 0.13619601 0.0863211195 0.037411178 -0.007943496 -0.05015216
#> 74 0.1875986 0.17714415 0.1637567481 0.147009238 0.131997304 0.11854183
#> 75 0.1875986 0.15220955 0.1083376156 0.054633334 0.004661223 -0.04200929
#> 76 0.1875986 0.08665928 0.0101018150 -0.041027157 -0.088276046 -0.13209744
#> 77 0.1875986 0.13658388 0.0752968740 0.001981711 -0.066531586 -0.13080843
#> 78 0.1875986 0.20484925 0.2377898612 0.288283394 0.336955139 0.38407312
#> 79 0.1875986 0.20773058 0.1978870785 0.155333589 0.115705095 0.07867510
#> 80 0.1875986 0.21238504 0.2452953592 0.287532276 0.328337559 0.36793076
#> 81 0.1875986 0.15946829 0.1341362815 0.111503475 0.090982662 0.07234664
#> 82 0.1875986 0.24236196 0.2804292098 0.300912737 0.320949371 0.34063689
#> 83 0.1875986 0.18240812 0.1885614646 0.207157458 0.225658858 0.24411612
#> 84 0.1875986 0.20418433 0.2147908178 0.219070222 0.223894387 0.22923483
#> 85 0.1875986 0.25809846 0.2849304357 0.264693263 0.246024808 0.22877117
#> 86 0.1875986 0.24197409 0.2668146217 0.259922785 0.253985878 0.24892603
#> 87 0.1875986 0.26170012 0.3160110580 0.349607480 0.382003830 0.41339327
#> 88 0.1875986 0.34398427 0.4799797839 0.595783325 0.705831133 0.81089147
#> 89 0.1875986 0.33733505 0.4661540501 0.574104635 0.676729505 0.77474270
#> 90 0.1875986 0.09502622 0.0637470273 0.098677563 0.133050806 0.16697053
#> 91 0.1875986 0.18323927 0.2016851418 0.245211275 0.287364169 0.32835451
#> 92 0.1875986 0.31899427 0.4777597664 0.668585650 0.849925240 1.02301284
#> 93 0.1875986 0.21521096 0.3182997982 0.504950425 0.682771040 0.85290821
#> 94 0.1875986 0.18866947 0.2156289388 0.271143363 0.324648218 0.37643420
#> 95 0.1875986 0.25732271 0.3739965539 0.543413016 0.704701296 0.85892227
#> 96 0.1875986 0.18589896 0.2748736723 0.463730475 0.643769468 0.81613413
#> 97 0.1875986 0.13913275 0.1307860426 0.165958231 0.200372613 0.23416043
#> 98 0.1875986 0.12633299 0.0416422520 -0.069712995 -0.174277013 -0.27286498
#> 99 0.1875986 0.12433822 0.0658620422 0.011767621 -0.038455778 -0.08525760
#> 100 0.1875986 0.08189400 -0.0252749685 -0.135555757 -0.238910699 -0.33617420
#> 101 0.1875986 0.06045026 -0.0532687055 -0.154001055 -0.248204455 -0.33666473
#> 102 0.1875986 0.22091821 0.2891473349 0.396332372 0.498727475 0.59697337
#> 103 0.1875986 0.23022712 0.3024093573 0.407781469 0.508416661 0.60494952
#> 104 0.1875986 0.17775366 0.2043107272 0.270847215 0.334856953 0.39669485
#> 105 0.1875986 0.18423665 0.2123251030 0.275031563 0.335379513 0.39370312
#> 106 0.1875986 0.15575581 0.1499921707 0.172520186 0.194866194 0.21709018
#> 107 0.1875986 0.19969610 0.2006251297 0.189446163 0.179621753 0.17102172
#> 108 0.1875986 0.24790298 0.3580648581 0.524037085 0.682097476 0.83327931
#> 109 0.1875986 0.20545876 0.2418783665 0.299020631 0.353998445 0.40712280
#> 110 0.1875986 0.10017937 0.0593542595 0.068620708 0.078620521 0.08929605
#> 111 0.1875986 0.28984850 0.3649965560 0.411780815 0.456570405 0.49965953
#> 112 0.1875986 0.20828468 0.2041723133 0.173060859 0.144286810 0.11759731
#> 113 0.1875986 0.31960378 0.4002937326 0.426374611 0.451392803 0.47552734
#> 114 0.1875986 0.35218498 0.4771397706 0.560824433 0.640361161 0.71631723
#> 115 0.1875986 0.21232963 0.2110266150 0.181421569 0.154059625 0.12869996
#> 116 0.1875986 0.17697792 0.1565491896 0.125184463 0.096303647 0.06963387
#> 117 0.1875986 0.22873105 0.2706394973 0.314015243 0.355831378 0.39632435
#> 118 0.1875986 0.35102137 0.5137440731 0.678066284 0.834121159 0.98299199
#> 119 0.1875986 0.27793531 0.4181046961 0.614488873 0.801277620 0.97971673
#> 120 0.1875986 0.28940522 0.4215818780 0.588698492 0.747667693 0.89955448
#> 121 0.1875986 0.32536644 0.4795729026 0.653889715 0.819537439 0.97764834
#> 122 0.1875986 0.35478926 0.5455440277 0.764681497 0.972731922 1.17113205
#> 123 0.1875986 0.33606061 0.4960643364 0.670937814 0.837068111 0.99559734
#> 124 0.1875986 0.24341475 0.3797076080 0.605475915 0.820293144 1.02557309
#> 125 0.1875986 0.20274366 0.2538373052 0.344770173 0.431821887 0.51551836
#> 126 0.1875986 0.21155388 0.2492546066 0.302462588 0.353681346 0.40320024
#> 127 0.1875986 0.19077506 0.1921077153 0.191476027 0.191697490 0.19270427
#> 128 0.1875986 0.19432131 0.2004177156 0.205941933 0.211989318 0.21853356
#> 129 0.1875986 0.18063499 0.1584946244 0.119556750 0.083474528 0.04992871
#> 130 0.1875986 0.19038719 0.1935228156 0.197101921 0.201320463 0.20613736
#> 131 0.1875986 0.19088588 0.1796655708 0.152532284 0.127607153 0.10465259
#> 132 0.1875986 0.20906042 0.2265558522 0.240011610 0.253521985 0.26712015
#> 133 0.1875986 0.21377029 0.2394084022 0.264856093 0.289724959 0.31412778
#> 134 0.1875986 0.18684093 0.1896478053 0.196391510 0.203627920 0.21133415
#> 135 0.1875986 0.22346708 0.2726911094 0.337164190 0.399021050 0.45863023
#> 136 0.1875986 0.20263284 0.2443508878 0.315700634 0.384171315 0.45016330
#> 137 0.1875986 0.22989466 0.2776459302 0.332035763 0.384297682 0.43473940
#> 138 0.1875986 0.17165854 0.1603047545 0.153795054 0.148520698 0.14436495
#> 139 0.1875986 0.19592821 0.2015948237 0.204468777 0.207994597 0.21212994
#> 0.1323 0.1234 0.1151 0.1073 0.1001
#> 1 1.08881006 1.202292725 1.3114426305 1.335249179 1.354679065
#> 2 1.01318787 1.103003201 1.1892953179 1.195620832 1.198073421
#> 3 0.15187774 0.158232150 0.1650573484 0.204554570 0.246612739
#> 4 0.31279239 0.317367632 0.3221553487 0.271328107 0.218413602
#> 5 -0.30574321 -0.367027991 -0.4250657066 -0.496759928 -0.567962592
#> 6 0.13727761 0.121986567 0.1078021671 0.137216507 0.170015943
#> 7 0.13731921 0.146589462 0.1562765078 0.231395928 0.310807301
#> 8 -0.50714817 -0.615092550 -0.7180936358 -0.759023379 -0.794978530
#> 9 -0.42363415 -0.514031702 -0.6001387320 -0.704390824 -0.808150226
#> 10 -0.42418839 -0.518450540 -0.6083125718 -0.701895184 -0.794161129
#> 11 0.39713641 0.423657713 0.4496135753 0.360292892 0.265467264
#> 12 -0.12375747 -0.176121186 -0.2258370191 -0.394111851 -0.567548280
#> 13 -0.06186697 -0.091084632 -0.1184230068 -0.189313096 -0.261519752
#> 14 -0.26043744 -0.324969232 -0.3862495680 -0.504467992 -0.624470387
#> 15 0.78032186 0.852215661 0.9215356809 0.990303024 1.059535901
#> 16 0.20255730 0.203212631 0.2044017163 0.134323158 0.061276847
#> 17 0.60867276 0.668734754 0.7268841009 0.642499240 0.550905043
#> 18 -0.17211201 -0.206348890 -0.2383543155 -0.287293963 -0.336129569
#> 19 0.28563461 0.292999858 0.3005512604 0.318922802 0.338754070
#> 20 0.40603636 0.440541961 0.4742408449 0.460660106 0.445172897
#> 21 0.16432193 0.143680819 0.1242447957 0.119697612 0.117059841
#> 22 -0.12688672 -0.183247120 -0.2368414050 -0.364020200 -0.493882759
#> 23 -0.46941641 -0.571801110 -0.6694709355 -0.760915772 -0.850445906
#> 24 0.27460993 0.298672373 0.3224731718 0.307931341 0.291992348
#> 25 -0.23252379 -0.298650186 -0.3615338202 -0.421779787 -0.480546561
#> 26 -0.64248412 -0.763771020 -0.8794806362 -1.063158709 -1.248848188
#> 27 -0.69130928 -0.826522564 -0.9556739212 -1.124936977 -1.294581014
#> 28 -0.53974212 -0.651835635 -0.7588068847 -0.892099947 -1.025180801
#> 29 -0.37720317 -0.468756268 -0.5560753438 -0.715536262 -0.877382870
#> 30 0.06970232 0.079195536 0.0892288258 0.052736480 0.014424295
#> 31 0.20013238 0.199776570 0.1999875526 0.097009684 -0.010654710
#> 32 0.03089688 0.003498067 -0.0222502666 -0.108750143 -0.197453572
#> 33 0.26245189 0.265283317 0.2684726332 0.200483714 0.129549269
#> 34 -0.25825212 -0.330787519 -0.3998508735 -0.442985293 -0.483325473
#> 35 -0.23433027 -0.295498705 -0.3535601571 -0.368832364 -0.380508166
#> 36 -0.01223306 -0.040446770 -0.0669044781 -0.059893323 -0.050004980
#> 37 -0.51280495 -0.617135876 -0.7166141510 -0.893461859 -1.072929645
#> 38 -0.51445953 -0.621998246 -0.7245910496 -0.876394983 -1.029259513
#> 39 -0.63815417 -0.762476803 -0.8811451904 -1.032859646 -1.184657529
#> 40 -0.50995960 -0.619214480 -0.7234838687 -0.878371274 -1.034373074
#> 41 -0.38881193 -0.470830362 -0.5488603010 -0.665763919 -0.783366881
#> 42 0.05515373 0.041211351 0.0284950818 -0.128867516 -0.293110216
#> 43 -0.30391232 -0.372447796 -0.4375360878 -0.457937494 -0.474605687
#> 44 -0.43091342 -0.519853046 -0.6045291523 -0.628795293 -0.648336699
#> 45 -0.28355596 -0.350517070 -0.4141142081 -0.434505028 -0.451246253
#> 46 -0.35135368 -0.430592736 -0.5059931192 -0.528748798 -0.547253463
#> 47 -0.30834805 -0.373062858 -0.4344292816 -0.440100289 -0.441487944
#> 48 -0.58000412 -0.692842515 -0.8004605879 -0.862742523 -0.920951970
#> 49 -0.59932885 -0.712011574 -0.8194413250 -0.850313462 -0.875437808
#> 50 -0.62642335 -0.744293578 -0.8567132440 -0.878261726 -0.893248128
#> 51 -0.13296573 -0.172490895 -0.2097110946 -0.145751354 -0.075205518
#> 52 -0.29559193 -0.367796995 -0.4364677575 -0.426907719 -0.411751238
#> 53 0.22227804 0.219135350 0.2165952901 0.221629049 0.228020376
#> 54 0.47123693 0.517935437 0.5633598926 0.675445347 0.791702579
#> 55 0.55258325 0.601825752 0.6495669100 0.728384435 0.809475185
#> 56 0.53104654 0.620437477 0.7072408116 0.766165002 0.823705016
#> 57 0.35863072 0.423813108 0.4874180781 0.522819414 0.556970152
#> 58 -0.06965256 -0.088493643 -0.1057319410 -0.143948578 -0.182381290
#> 59 0.04419324 0.049052570 0.0546309803 0.029898520 0.004258351
#> 60 0.04757699 0.012195231 -0.0213438097 -0.122071930 -0.225251030
#> 61 -0.14197960 -0.197090132 -0.2494407328 -0.242007283 -0.230060718
#> 62 0.09199263 0.064778502 0.0390926191 0.033627006 0.030382722
#> 63 -0.44002674 -0.528094100 -0.6119049738 -0.670187823 -0.725650805
#> 64 0.33606598 0.370191887 0.4036557892 0.346946525 0.285963705
#> 65 0.20668427 0.219300766 0.2321071954 0.231262288 0.230438110
#> 66 0.27782958 0.298413800 0.3188278824 0.391325375 0.467363193
#> 67 0.54255221 0.571087267 0.5987217348 0.619301710 0.640315439
#> 68 0.86639551 0.949278253 1.0291137075 1.123686208 1.219488964
#> 69 0.77729072 0.868508650 0.9566159111 1.052543426 1.149171059
#> 70 0.48107944 0.505188753 0.5286395472 0.499071913 0.467455991
#> 71 0.58223421 0.622269986 0.6610061695 0.655426012 0.648160751
#> 72 0.22910116 0.216506026 0.2047659071 0.177477589 0.150405607
#> 73 -0.08959437 -0.126576596 -0.1614083581 -0.220717383 -0.280242447
#> 74 0.10645443 0.095577421 0.0857421500 0.045118112 0.003780363
#> 75 -0.08577165 -0.126952980 -0.1658732441 -0.224070917 -0.282153329
#> 76 -0.17291490 -0.211048399 -0.2468394829 -0.254972193 -0.260543205
#> 77 -0.19135267 -0.248581485 -0.3028962927 -0.368798658 -0.434063114
#> 78 0.42981039 0.474316321 0.5176891435 0.573685894 0.630924194
#> 79 0.04394369 0.011238211 -0.0196927450 -0.104401613 -0.190867835
#> 80 0.40644775 0.444000973 0.4806611049 0.574632343 0.672326435
#> 81 0.05536530 0.039853043 0.0256105778 0.069143713 0.116774906
#> 82 0.36001992 0.379114300 0.3979229193 0.481170738 0.568701946
#> 83 0.26252468 0.280887630 0.2991721497 0.370708638 0.445862952
#> 84 0.23502829 0.241214404 0.2477167381 0.301052961 0.357776839
#> 85 0.21277955 0.197882074 0.1839355463 0.176845441 0.171199228
#> 86 0.24464793 0.241043125 0.2380110735 0.233606028 0.230094899
#> 87 0.44390012 0.473601037 0.5025576309 0.547309714 0.593650900
#> 88 0.91156250 1.008299634 1.1015138665 1.216017646 1.331982647
#> 89 0.86869791 0.959014469 1.0460705529 1.155256152 1.265990540
#> 90 0.20045788 0.233584003 0.2663359969 0.226194258 0.182631187
#> 91 0.36830551 0.407333455 0.4454999623 0.403298883 0.357322714
#> 92 1.18881297 1.348119780 1.5016153363 1.627906893 1.752525801
#> 93 1.01623667 1.173524404 1.3253882149 1.507496590 1.690945190
#> 94 0.42668928 0.475584530 0.5232293781 0.657677822 0.797332983
#> 95 1.00689052 1.149298745 1.2867188182 1.350041223 1.409214411
#> 96 0.98169112 1.141216393 1.2953210848 1.501324240 1.709790913
#> 97 0.26737316 0.300086104 0.3323083302 0.448038334 0.568866894
#> 98 -0.36618165 -0.454817544 -0.5393224578 -0.604519895 -0.667176394
#> 99 -0.12905169 -0.170168852 -0.2089438381 -0.240948169 -0.271457744
#> 100 -0.42807486 -0.515201393 -0.5981207640 -0.597480006 -0.590879364
#> 101 -0.42007589 -0.498984823 -0.5739326982 -0.581827076 -0.584741902
#> 102 0.69154302 0.782844205 0.8711966580 0.889140257 0.903487400
#> 103 0.69784988 0.787517957 0.8742710846 0.855809594 0.831889752
#> 104 0.45659793 0.514786512 0.5714064036 0.542824730 0.510052988
#> 105 0.45022416 0.505146008 0.5586031164 0.552176681 0.542963236
#> 106 0.23919007 0.261184939 0.2830440843 0.359304882 0.439188757
#> 107 0.16350097 0.156928663 0.1511679112 0.126807772 0.102385464
#> 108 0.97837335 1.118056043 1.2528817581 1.401766264 1.551285570
#> 109 0.45860106 0.508612837 0.5572817221 0.583877320 0.609794092
#> 110 0.10054088 0.112310034 0.1244962663 0.082624216 0.038520457
#> 111 0.54125839 0.581505443 0.6205254767 0.576272650 0.528194412
#> 112 0.09275121 0.069527822 0.0477191521 0.001092948 -0.045794777
#> 113 0.49890238 0.521564525 0.5435746418 0.520047887 0.494906602
#> 114 0.78913229 0.859116597 0.9265638638 0.929161713 0.928771219
#> 115 0.10511177 0.083081493 0.0624087484 -0.003603922 -0.070994081
#> 116 0.04491203 0.021914108 0.0004162283 0.027780492 0.058836819
#> 117 0.43564664 0.473916987 0.5112181612 0.556691141 0.603238589
#> 118 1.12552918 1.262408832 1.3942283028 1.548981650 1.704984440
#> 119 1.15077200 1.315259946 1.4738640125 1.696674786 1.922677837
#> 120 1.04518284 1.185237298 1.3202963433 1.467578194 1.615437873
#> 121 1.12910688 1.274632757 1.4148487804 1.545543729 1.675636355
#> 122 1.36101451 1.543304410 1.7188077003 1.890069487 2.060764402
#> 123 1.14741988 1.293258663 1.4337437276 1.588401681 1.743749521
#> 124 1.22240872 1.411747514 1.5943672787 1.886806987 2.184680109
#> 125 0.59623761 0.674312409 0.7499925121 0.900376281 1.055102717
#> 126 0.45121058 0.497874552 0.5433038067 0.655427450 0.771711095
#> 127 0.19439920 0.196698703 0.1995014094 0.254834906 0.313879760
#> 128 0.22551126 0.232867015 0.2405243683 0.304899533 0.373177779
#> 129 0.01861996 -0.010709853 -0.0383114321 -0.008893248 0.024711358
#> 130 0.21147668 0.217273927 0.2234434296 0.299426717 0.380029869
#> 131 0.08343627 0.063754334 0.0454055109 0.081098782 0.120754289
#> 132 0.28079291 0.294521880 0.3082675536 0.394895010 0.486267878
#> 133 0.33811567 0.361724983 0.3849637067 0.485997797 0.591972561
#> 134 0.21944807 0.227919306 0.2366724312 0.324532173 0.417490531
#> 135 0.51624840 0.572089687 0.6263139221 0.763677101 0.906033169
#> 136 0.51395459 0.575789081 0.6358426061 0.787849896 0.945258570
#> 137 0.48357036 0.530959384 0.5770313335 0.676618638 0.779666793
#> 138 0.14118804 0.138878382 0.1373033121 0.194950765 0.256686464
#> 139 0.21679893 0.221934249 0.2274502217 0.311115109 0.399862312
#> 0.0934 0.0871 0.0812 0.0757 0.0706 0.0659
#> 1 1.377436640 1.403249734 1.431923981 1.45331424 1.426945324 1.40277157
#> 2 1.203758728 1.212261998 1.223283388 1.23093023 1.212418066 1.19688000
#> 3 0.288383031 0.330027681 0.371683586 0.41837207 0.491231901 0.56288791
#> 4 0.168214738 0.120253522 0.074150358 0.02840080 -0.022324414 -0.07461812
#> 5 -0.637635206 -0.706106755 -0.773663756 -0.83587946 -0.874233044 -0.90627102
#> 6 0.202237560 0.233890587 0.265007201 0.29097566 0.292621147 0.29383048
#> 7 0.388808481 0.465777944 0.542031992 0.62279535 0.729809988 0.83815353
#> 8 -0.831800688 -0.869707068 -0.908864102 -0.93912145 -0.918709364 -0.90347796
#> 9 -0.910120151 -1.010838467 -1.110755444 -1.21238875 -1.326305299 -1.44135676
#> 10 -0.885112437 -0.975251010 -1.064990819 -1.15352339 -1.237603064 -1.32423836
#> 11 0.175300122 0.089145294 0.006464865 -0.07822252 -0.186402005 -0.29128059
#> 12 -0.735927245 -0.900214773 -1.061221730 -1.21511377 -1.344919433 -1.47703985
#> 13 -0.331298808 -0.399044596 -0.465094543 -0.52746783 -0.577418204 -0.62530684
#> 14 -0.741461881 -0.856076696 -0.968850718 -1.08647444 -1.236538084 -1.38733780
#> 15 1.129371582 1.199855877 1.271063196 1.33980736 1.393816337 1.45665387
#> 16 -0.008509756 -0.075528053 -0.140186442 -0.20714064 -0.294919299 -0.37688640
#> 17 0.464771464 0.383448143 0.306390275 0.22447065 0.101351442 -0.02136530
#> 18 -0.383423190 -0.429372627 -0.474161527 -0.51793699 -0.561159101 -0.60567394
#> 19 0.359036729 0.379696531 0.400692578 0.41630180 0.403069848 0.39011545
#> 20 0.432008029 0.420949443 0.411820831 0.39712136 0.346458094 0.29678780
#> 21 0.114838444 0.112809980 0.110819018 0.11216059 0.130950484 0.14896074
#> 22 -0.620198478 -0.743736272 -0.865132078 -0.98542433 -1.108310390 -1.23194134
#> 23 -0.938969019 -1.026974433 -1.114863237 -1.19726469 -1.251971709 -1.30889116
#> 24 0.278109779 0.266136207 0.255942025 0.24971189 0.257330026 0.26641637
#> 25 -0.538316878 -0.595457220 -0.652264593 -0.71482612 -0.808574990 -0.90118529
#> 26 -1.430945773 -1.610353990 -1.787839524 -1.95745860 -2.094288503 -2.23410593
#> 27 -1.461526675 -1.626626798 -1.790595820 -1.95465040 -2.124020832 -2.29473142
#> 28 -1.156115345 -1.285594413 -1.414193806 -1.54394507 -1.683431671 -1.82401285
#> 29 -1.035603498 -1.191076760 -1.344535609 -1.49277829 -1.622036423 -1.75641701
#> 30 -0.021502272 -0.055181669 -0.086757626 -0.11646454 -0.144707013 -0.17229390
#> 31 -0.113972895 -0.213611516 -0.310129185 -0.40204446 -0.482017409 -0.56008483
#> 32 -0.283151514 -0.366401409 -0.447664780 -0.53441964 -0.657225230 -0.78121036
#> 33 0.061864190 -0.003099223 -0.065771371 -0.12692061 -0.188754813 -0.25154389
#> 34 -0.523435629 -0.563601317 -0.604046097 -0.64504839 -0.687938950 -0.73315747
#> 35 -0.392567990 -0.405114816 -0.418225706 -0.43701039 -0.483101628 -0.53040591
#> 36 -0.040304616 -0.030822026 -0.021571435 -0.01731021 -0.037918328 -0.05874353
#> 37 -1.248548245 -1.421221906 -1.591715775 -1.75914494 -1.919537417 -2.08357316
#> 38 -1.179218010 -1.327058936 -1.473443444 -1.61679387 -1.750429074 -1.88826913
#> 39 -1.334036669 -1.481752529 -1.628439838 -1.77802000 -1.947031348 -2.11862628
#> 40 -1.187414643 -1.338314088 -1.487754795 -1.64201507 -1.827232466 -2.01300431
#> 41 -0.898508095 -1.011781497 -1.123690244 -1.23995705 -1.384377908 -1.53111221
#> 42 -0.451551705 -0.605073073 -0.754428759 -0.89637298 -1.016067620 -1.13951979
#> 43 -0.491695694 -0.509308077 -0.527521858 -0.54831474 -0.580314671 -0.61389787
#> 44 -0.668758733 -0.690165577 -0.712637031 -0.73970691 -0.786734940 -0.83547152
#> 45 -0.468364676 -0.485972442 -0.504156565 -0.52654596 -0.568637648 -0.61042128
#> 46 -0.566410520 -0.586342958 -0.607143956 -0.62799907 -0.645957794 -0.66583068
#> 47 -0.443685157 -0.446690790 -0.450502409 -0.45137212 -0.434083453 -0.41911427
#> 48 -0.979443485 -1.038500515 -1.098354784 -1.15419988 -1.186573261 -1.22072840
#> 49 -0.901904090 -0.929811503 -0.959237073 -0.98923900 -1.016745599 -1.04582174
#> 50 -0.910042963 -0.928697475 -0.949245673 -0.96930636 -0.979912411 -0.99098233
#> 51 -0.007103782 0.058880841 0.123032739 0.18094000 0.213575721 0.24718799
#> 52 -0.398140540 -0.386046880 -0.375430922 -0.36241352 -0.331350497 -0.30086469
#> 53 0.235011604 0.242465197 0.250287303 0.25988137 0.277544122 0.29388607
#> 54 0.906372661 1.019898117 1.132666993 1.24477385 1.356859469 1.46811543
#> 55 0.890177413 0.970693105 1.051216075 1.12837696 1.188678074 1.24845231
#> 56 0.882705924 0.943499111 1.006329451 1.07125709 1.139408365 1.21400012
#> 57 0.592680888 0.630200876 0.669702455 0.70890405 0.738974801 0.77150137
#> 58 -0.219190967 -0.254538310 -0.288575365 -0.32180628 -0.356056632 -0.38806636
#> 59 -0.019529232 -0.041540594 -0.061864709 -0.08051635 -0.097115233 -0.11114437
#> 60 -0.325176222 -0.422538053 -0.517898245 -0.61424293 -0.723273709 -0.83513433
#> 61 -0.219096000 -0.209155758 -0.200254437 -0.19512573 -0.205479982 -0.21847450
#> 62 0.027397542 0.024479388 0.021494158 0.01924977 0.021350604 0.02229155
#> 63 -0.780814619 -0.835948011 -0.891275800 -0.94021593 -0.955621106 -0.97436822
#> 64 0.228758615 0.174955995 0.124228351 0.08012572 0.058649214 0.04293992
#> 65 0.230874675 0.232502350 0.235260607 0.24360879 0.276708313 0.33635958
#> 66 0.542403259 0.616732350 0.690600833 0.76960632 0.877296906 0.98758593
#> 67 0.662311277 0.685086530 0.708512887 0.73091648 0.746175641 0.76541589
#> 68 1.315336018 1.411382017 1.507797607 1.60079503 1.675571680 1.75552382
#> 69 1.246045233 1.343459200 1.441673140 1.53722755 1.616607012 1.70511877
#> 70 0.438396950 0.411466395 0.386334887 0.37208295 0.407783884 0.43972733
#> 71 0.643099073 0.639923229 0.638397794 0.63888876 0.644080809 0.64827054
#> 72 0.124753235 0.100156978 0.076342732 0.05070993 0.013003975 -0.02145124
#> 73 -0.337958275 -0.394212441 -0.449296913 -0.49594685 -0.503477879 -0.50980045
#> 74 -0.035628928 -0.073413681 -0.109824296 -0.14716381 -0.194500848 -0.24039549
#> 75 -0.338587137 -0.393740064 -0.447914801 -0.48935540 -0.468626526 -0.45086067
#> 76 -0.266070245 -0.271557268 -0.277015469 -0.27374934 -0.225552753 -0.17525111
#> 77 -0.497881284 -0.560642576 -0.622667715 -0.68650118 -0.762637136 -0.83482612
#> 78 0.688415885 0.746338831 0.804847363 0.87707723 1.018498752 1.15844166
#> 79 -0.274545102 -0.356022356 -0.435778178 -0.51348118 -0.587067144 -0.65951996
#> 80 0.768783807 0.864367298 0.959395662 1.05159251 1.131687386 1.21619109
#> 81 0.163347108 0.209022660 0.253949214 0.29521805 0.320571956 0.34553340
#> 82 0.654822996 0.739788446 0.823839896 0.90915562 1.005015846 1.10278646
#> 83 0.519987969 0.593368691 0.666253910 0.74021499 0.821947573 0.90461507
#> 84 0.413734247 0.469077426 0.523952023 0.58295460 0.665459518 0.74974633
#> 85 0.166221048 0.161656999 0.157327344 0.16698309 0.248550316 0.32927000
#> 86 0.227489179 0.225577517 0.224207658 0.23678482 0.319862961 0.39947993
#> 87 0.640193420 0.686964095 0.734010593 0.79225973 0.907976001 1.02213365
#> 88 1.447718535 1.563513321 1.679642619 1.81480288 2.048159162 2.28558926
#> 89 1.376490727 1.487024955 1.597851923 1.70973679 1.826845287 1.94784455
#> 90 0.142261609 0.104924751 0.070451548 0.03685197 -0.003319454 -0.04134690
#> 91 0.314773798 0.275347155 0.238775696 0.22049161 0.286127539 0.35826006
#> 92 1.878330461 2.005729716 2.135073083 2.27187587 2.440761517 2.61335386
#> 93 1.873636085 2.056428996 2.240029541 2.43915342 2.716274098 3.00259189
#> 94 0.934708945 1.070420652 1.204992600 1.34998774 1.553785746 1.75894474
#> 95 1.471224617 1.536240004 1.604388651 1.67004545 1.711387039 1.76062166
#> 96 1.916756551 2.123251726 2.330119148 2.55439283 2.868040693 3.18525528
#> 97 0.687586332 0.804784236 0.920951291 1.04518746 1.215428680 1.38937578
#> 98 -0.729319587 -0.791329876 -0.853512358 -0.91850389 -0.997553571 -1.07722245
#> 99 -0.301203089 -0.330371977 -0.359120915 -0.38427173 -0.392476253 -0.40250366
#> 100 -0.585951332 -0.582662862 -0.580977357 -0.58469857 -0.610471740 -0.63430695
#> 101 -0.588800038 -0.593977494 -0.600255316 -0.60912250 -0.627443523 -0.64462736
#> 102 0.920733094 0.940846805 0.963791689 0.98393963 0.979130952 0.97776584
#> 103 0.812055249 0.796070094 0.783723842 0.77272772 0.755128002 0.74098849
#> 104 0.480802074 0.454853098 0.432004635 0.40861042 0.370662371 0.33529057
#> 105 0.536423963 0.532444949 0.530918552 0.52281939 0.471481774 0.42478629
#> 106 0.517990444 0.596061794 0.673699360 0.74356837 0.775091871 0.80909608
#> 107 0.079462853 0.057787996 0.037161062 0.01531028 -0.016720708 -0.05138806
#> 108 1.700661456 1.850523662 2.001396268 2.14451233 2.244286707 2.34844543
#> 109 0.637120991 0.665882818 0.696100145 0.71874768 0.696924545 0.67813545
#> 110 -0.002950262 -0.041972766 -0.078727608 -0.12006464 -0.193954833 -0.26733753
#> 111 0.483639793 0.442129859 0.403281438 0.37167545 0.367826021 0.36323190
#> 112 -0.090910635 -0.134641863 -0.177296283 -0.21959842 -0.264051230 -0.30770526
#> 113 0.472074080 0.451128416 0.431751463 0.40931488 0.365564692 0.31829252
#> 114 0.931171705 0.936043754 0.943151287 0.94729457 0.928236554 0.90789620
#> 115 -0.135920550 -0.198877891 -0.260265604 -0.31768633 -0.360441057 -0.40569768
#> 116 0.089164327 0.118811337 0.147835476 0.17193493 0.173092065 0.17254804
#> 117 0.650213826 0.697700889 0.745783111 0.79458051 0.845208921 0.89713600
#> 118 1.860555266 2.016195414 2.172352422 2.32117669 2.431052158 2.54179348
#> 119 2.146746141 2.369858674 2.592841557 2.81249423 3.016328316 3.22217218
#> 120 1.763215936 1.911470161 2.060675815 2.20788096 2.341904376 2.47865336
#> 121 1.806365615 1.938149059 2.071350665 2.20595964 2.343332584 2.48412980
#> 122 2.231782669 2.403721293 2.577095434 2.75122706 2.924869284 3.10273913
#> 123 1.898929388 2.054467999 2.210826816 2.36133641 2.479382671 2.59902875
#> 124 2.478979416 2.771109702 3.062244353 3.35089167 3.631437124 3.91691319
#> 125 1.207853662 1.359315583 1.510068817 1.65239953 1.754350435 1.86127087
#> 126 0.886406311 0.999975285 1.112818942 1.22411122 1.330618844 1.43744483
#> 127 0.371978871 0.429314232 0.486054203 0.53879049 0.573354774 0.60946108
#> 128 0.440349793 0.506641146 0.572257126 0.63597060 0.692731409 0.75146774
#> 129 0.057333743 0.089025269 0.119849618 0.14584101 0.150310415 0.15561614
#> 130 0.459088210 0.536893615 0.613707839 0.68784422 0.752228151 0.81855690
#> 131 0.159493411 0.197387840 0.234518658 0.26689711 0.277821546 0.28721835
#> 132 0.575963180 0.664302502 0.751576417 0.83153685 0.878094437 0.92519341
#> 133 0.696066958 0.798674057 0.900144089 0.99821605 1.083486064 1.16964777
#> 134 0.508578987 0.598157932 0.686546117 0.76755784 0.815254363 0.86375491
#> 135 1.046209613 1.184785541 1.322263290 1.45333102 1.555957981 1.66409361
#> 136 1.100166196 1.253262525 1.405136466 1.56468129 1.769167722 1.97265215
#> 137 0.881571282 0.982700740 1.083381069 1.18611927 1.301743582 1.41892834
#> 138 0.317265933 0.376911091 0.435820206 0.49043067 0.525825025 0.56167447
#> 139 0.486784526 0.572205127 0.656415056 0.74242870 0.842773300 0.94449516
#> 0.0614 0.0573 0.0534 0.0498 0.0465 0.0433
#> 1 1.37744859 1.35609181 1.22681131 1.054125483 0.78148964 0.5591374221
#> 2 1.18846856 1.18217293 1.08596300 1.015852238 0.94970796 0.9415218076
#> 3 0.62288933 0.68576233 0.78291417 0.894152506 0.98537764 1.0451323472
#> 4 -0.13572727 -0.19559582 -0.30781817 -0.449570186 -0.68968270 -0.8731449354
#> 5 -0.90963315 -0.91640389 -0.94594652 -0.998860998 -1.16059521 -1.3192942357
#> 6 0.29452735 0.29520575 0.36409687 0.426487958 0.62903196 0.8017986907
#> 7 0.94569360 1.05546660 1.27471260 1.573480322 2.14720865 2.6444543862
#> 8 -0.90278138 -0.90349694 -0.84207171 -0.779656475 -0.70852704 -0.6475567106
#> 9 -1.55564403 -1.67261161 -1.79036882 -1.910897221 -2.10320740 -2.2495155399
#> 10 -1.41546229 -1.50897759 -1.63036815 -1.712102877 -1.61371921 -1.4806598420
#> 11 -0.38779438 -0.48376938 -0.52031757 -0.577558194 -0.58779669 -0.5334557498
#> 12 -1.61909883 -1.76154701 -1.89915045 -2.064182254 -2.26048655 -2.3532413293
#> 13 -0.66671998 -0.70863149 -0.75133161 -0.839417226 -0.98911996 -1.1142561118
#> 14 -1.53890733 -1.69225110 -1.97973795 -2.301852983 -2.74583361 -3.1154610441
#> 15 1.55302350 1.64926277 1.83448416 2.006096375 2.20710466 2.3685940375
#> 16 -0.43617978 -0.49698440 -0.45235521 -0.376827781 -0.12323403 0.1588864804
#> 17 -0.15302333 -0.28146012 -0.46554346 -0.645395954 -0.82256858 -0.9024908680
#> 18 -0.66014088 -0.71347599 -0.78521544 -0.853051287 -0.90913262 -0.9501532475
#> 19 0.37688674 0.36438025 0.23576213 0.053574674 -0.34900188 -0.7418942421
#> 20 0.24434236 0.19399179 0.07511245 0.007327898 0.11013971 0.2421486886
#> 21 0.16596523 0.18279099 0.09752790 0.022857152 -0.22494560 -0.4510690272
#> 22 -1.35571234 -1.48117218 -1.74408542 -1.979157824 -2.16777842 -2.2697328749
#> 23 -1.36798996 -1.42972576 -1.50507051 -1.647668593 -1.93934152 -2.2036031150
#> 24 0.27317482 0.28235514 0.28234809 0.365644523 0.64099933 0.9275150999
#> 25 -0.98344768 -1.06861454 -1.16929844 -1.238464813 -1.22436921 -1.1889731238
#> 26 -2.38074898 -2.53018819 -2.60908057 -2.696986769 -2.73075059 -2.6889543492
#> 27 -2.46053405 -2.63121758 -2.80225809 -2.999681701 -3.27601956 -3.4789241005
#> 28 -1.96069434 -2.10129321 -2.32835442 -2.552672958 -2.84794374 -3.0773081639
#> 29 -1.90816851 -2.06110346 -2.23369166 -2.440724532 -2.71536763 -2.8976182689
#> 30 -0.20769332 -0.24031098 -0.13389401 -0.102544891 -0.15055843 -0.2000529546
#> 31 -0.63441205 -0.70837124 -0.80798250 -0.934506089 -0.99381710 -0.9896415587
#> 32 -0.91050012 -1.04001164 -1.19249522 -1.328011644 -1.45492806 -1.5159058337
#> 33 -0.32178655 -0.39077835 -0.41016429 -0.378006582 -0.21996250 -0.0059186456
#> 34 -0.78280364 -0.83403916 -0.85374632 -0.886071537 -0.91784233 -0.9417198732
#> 35 -0.57899280 -0.62895683 -0.65851009 -0.683842577 -0.67900391 -0.6837154516
#> 36 -0.07991583 -0.10131791 -0.15614556 -0.173326239 -0.16334684 -0.1599779612
#> 37 -2.25832709 -2.43521252 -2.55411221 -2.693113025 -2.78312438 -2.7888925186
#> 38 -2.03792417 -2.18975115 -2.28552816 -2.384954155 -2.40190034 -2.3504735070
#> 39 -2.29230524 -2.46983414 -2.63850315 -2.792687340 -2.85147363 -2.8450728829
#> 40 -2.19240679 -2.37613124 -2.57292333 -2.737662860 -2.78004152 -2.7476227421
#> 41 -1.68408822 -1.83886938 -2.00714959 -2.152507170 -2.18720713 -2.1646958425
#> 42 -1.28644206 -1.43076394 -1.55631814 -1.724213325 -1.99894549 -2.1635740976
#> 43 -0.65062930 -0.68859990 -0.71667224 -0.772084109 -0.95062579 -1.1370580077
#> 44 -0.88500681 -0.93685297 -0.99426096 -1.066476225 -1.24245994 -1.4278637029
#> 45 -0.64641942 -0.68453315 -0.70582384 -0.737150000 -0.86045666 -0.9935858858
#> 46 -0.68862642 -0.71306477 -0.67859158 -0.683090222 -0.80732430 -0.9462138701
#> 47 -0.41239515 -0.40588164 -0.36154411 -0.314159827 -0.28821725 -0.2869868961
#> 48 -1.25441206 -1.29112267 -1.43078906 -1.589113803 -1.74480442 -1.8979891190
#> 49 -1.07304306 -1.10343117 -1.25786962 -1.451934254 -1.66014899 -1.8882891073
#> 50 -0.99422655 -1.00132197 -1.18333666 -1.380688416 -1.59844455 -1.8414847612
#> 51 0.28703522 0.32598626 0.21074519 0.115709183 0.04454699 -0.0806993647
#> 52 -0.26745599 -0.23581558 -0.22326700 -0.205948350 -0.14134594 -0.1145962704
#> 53 0.30312028 0.31358318 0.20507770 0.104011179 0.03230783 -0.0294712969
#> 54 1.56802696 1.67188891 1.65006479 1.631314880 1.57695481 1.4720706519
#> 55 1.29966434 1.35413249 1.38567404 1.364519766 1.30252659 1.2083698438
#> 56 1.29693103 1.38459656 1.24658622 1.116612507 0.75451773 0.3756142051
#> 57 0.79660798 0.82691141 0.73986491 0.613529877 0.30188208 -0.0238207085
#> 58 -0.41555521 -0.44266454 -0.54697826 -0.714203928 -1.03076324 -1.3401777823
#> 59 -0.12327392 -0.13366574 -0.33715013 -0.553827984 -0.96145842 -1.3506802696
#> 60 -0.95742272 -1.07992549 -1.14244707 -1.345817476 -1.71863456 -2.0296121979
#> 61 -0.23817497 -0.25865451 -0.27413049 -0.306676242 -0.39094326 -0.4898395533
#> 62 0.02066398 0.01878947 -0.01954228 -0.019736373 -0.04126531 -0.0507384330
#> 63 -1.00376712 -1.03407822 -0.99456471 -0.971341993 -0.97640561 -0.9798456803
#> 64 0.04207793 0.04246292 0.15020290 0.217052235 0.14930425 0.1062887710
#> 65 0.50998326 0.67516313 0.94193187 1.276976343 1.52192607 1.7009162990
#> 66 1.10341501 1.22099947 1.27596580 1.315821033 1.14130057 0.9215814701
#> 67 0.80191040 0.83791468 0.77592097 0.689060540 0.47709180 0.2766416181
#> 68 1.85195734 1.95015524 1.84203257 1.805258198 1.71555118 1.6181959167
#> 69 1.82257344 1.94170133 1.98413953 2.058690375 2.09900000 2.0962910975
#> 70 0.45090478 0.46543752 0.42260290 0.354994000 0.26839732 0.2289303111
#> 71 0.64358279 0.64141945 0.53973233 0.448043231 0.40047741 0.3925785433
#> 72 -0.03898570 -0.05839393 -0.04047276 -0.044419166 0.02178006 0.0981166854
#> 73 -0.51215350 -0.51491866 -0.56467143 -0.586162642 -0.51907107 -0.4332978864
#> 74 -0.28238320 -0.32434573 -0.36522665 -0.412955411 -0.36933878 -0.3090190897
#> 75 -0.44711839 -0.44226253 -0.37190287 -0.317507347 -0.15093809 0.0278417072
#> 76 -0.11821825 -0.06136070 0.01695895 0.118066269 0.31935307 0.4866355860
#> 77 -0.88602751 -0.94053496 -0.97507970 -1.008033383 -0.92115395 -0.8254566368
#> 78 1.28091264 1.40843841 1.60950512 1.771235587 1.96744205 2.1196272787
#> 79 -0.72533988 -0.79253878 -1.04617189 -1.265481067 -1.48178943 -1.6309177652
#> 80 1.31418074 1.41342150 1.53642639 1.696097291 1.95918885 2.1566423845
#> 81 0.36778032 0.39070173 0.53508445 0.631348712 0.78723221 0.8898656717
#> 82 1.20664320 1.31155721 1.47982042 1.635873537 1.81323925 1.9298951730
#> 83 0.98590585 1.06931689 1.12203773 1.191521118 1.30355569 1.3668534264
#> 84 0.83902936 0.92925445 1.03186059 1.123157550 1.21611615 1.2638876380
#> 85 0.40708235 0.48551446 0.64163295 0.776772342 0.88004107 0.9791186475
#> 86 0.46156606 0.52620957 0.64034560 0.704538434 0.74605928 0.7868489136
#> 87 1.12386708 1.22898296 1.18490090 1.151287681 1.05955111 0.9630107362
#> 88 2.52920931 2.77731400 3.08414055 3.365262168 3.51694636 3.6076807103
#> 89 2.07684535 2.20911361 2.42324039 2.550036920 2.55622035 2.5066531619
#> 90 -0.08406858 -0.12339011 -0.23721549 -0.287232061 -0.15655105 -0.0009170034
#> 91 0.44694951 0.53747339 0.62905722 0.787657568 1.05410880 1.3346768413
#> 92 2.77992054 2.95445686 3.09990012 3.309435695 3.47240045 3.6044757844
#> 93 3.30335187 3.61145790 4.07906961 4.564659086 4.89995213 5.1152879565
#> 94 1.95983671 2.16496947 2.37993324 2.623003886 2.75350055 2.7975479103
#> 95 1.82278358 1.89031998 1.92328147 2.028709787 2.16763203 2.3026516575
#> 96 3.48959947 3.80423703 4.24152597 4.690648392 5.03466963 5.2506843244
#> 97 1.57004393 1.75348525 1.95475805 2.182185940 2.36774029 2.4603873159
#> 98 -1.15172418 -1.22940758 -1.38509286 -1.505445550 -1.51969316 -1.5116422291
#> 99 -0.42125166 -0.43949066 -0.53605661 -0.626664908 -0.65657049 -0.6784093846
#> 100 -0.64225555 -0.65388495 -0.77285873 -0.890853222 -0.97337886 -1.0914907659
#> 101 -0.65251415 -0.66286494 -0.77732363 -0.873623069 -0.86831509 -0.8940666807
#> 102 0.97524176 0.97731905 1.05020665 1.100646612 1.03050728 0.9703953681
#> 103 0.72538994 0.71436452 0.80500366 0.873709319 0.84591150 0.8492213693
#> 104 0.29730018 0.26292859 0.24983089 0.222415630 0.11443216 0.0378990331
#> 105 0.38685059 0.35110233 0.36614277 0.388240141 0.33661658 0.3000697159
#> 106 0.84790205 0.88824075 0.95684989 1.052699756 1.16984202 1.2340069973
#> 107 -0.10008679 -0.14709146 -0.16319570 -0.177456873 -0.12491798 -0.0515396608
#> 108 2.45164291 2.56143011 2.80274764 3.106032569 3.60425478 4.0271362170
#> 109 0.66335790 0.65087260 0.63038538 0.671787242 0.87725506 1.0789772286
#> 110 -0.34838861 -0.42697566 -0.47992824 -0.492445833 -0.36051540 -0.2068452783
#> 111 0.34830876 0.33638491 0.43975213 0.612470717 1.00525802 1.4436363654
#> 112 -0.34698412 -0.38700611 -0.22958790 -0.072317594 0.26554187 0.6098749528
#> 113 0.25400023 0.19192416 0.17799686 0.161042804 0.19960057 0.2854685053
#> 114 0.87466675 0.84513242 0.78494419 0.767329296 0.82831888 0.9395725256
#> 115 -0.46240949 -0.51830066 -0.54083722 -0.546367730 -0.49637608 -0.3997031762
#> 116 0.16530656 0.15854313 0.17308324 0.192866779 0.20209345 0.1918831715
#> 117 0.94775293 1.00089166 1.10616391 1.234846994 1.36827061 1.4811072173
#> 118 2.64110529 2.74708063 3.04264340 3.350436332 3.78214840 4.1493110328
#> 119 3.41426391 3.61534351 4.00794524 4.377444200 4.75700986 5.0151494445
#> 120 2.60817865 2.74481516 2.94117597 3.172118831 3.46841590 3.7034632979
#> 121 2.62104172 2.76482885 2.99705501 3.266469671 3.61096993 3.9062882359
#> 122 3.27630406 3.45821448 3.82772660 4.220712502 4.71993245 5.1435262347
#> 123 2.70815489 2.82442720 3.00032984 3.226139182 3.57900940 3.8780607007
#> 124 4.19717183 4.48720664 4.90573506 5.342299075 5.74951980 5.9901315684
#> 125 1.97841247 2.09881402 2.27384438 2.467070431 2.61330874 2.6692980902
#> 126 1.53765131 1.64143571 1.80623976 1.999971304 2.18293360 2.3020227601
#> 127 0.65040491 0.69187879 0.84741012 1.002053276 1.16980469 1.2895633449
#> 128 0.81625836 0.88177855 0.97216903 1.090358638 1.16017028 1.1872302872
#> 129 0.16711317 0.17763138 0.28621687 0.388600583 0.47041793 0.5172080175
#> 130 0.89117107 0.96445473 1.15738397 1.352189468 1.52361147 1.6326824924
#> 131 0.29095325 0.29513884 0.37446464 0.438317489 0.46018741 0.4541252583
#> 132 0.97241545 1.02088148 1.10538044 1.208969224 1.31389832 1.3671550021
#> 133 1.25589370 1.34399171 1.52432074 1.722239206 1.98145840 2.1711312992
#> 134 0.91342412 0.96418846 1.08589477 1.241141130 1.51405474 1.7230596001
#> 135 1.78930773 1.91610476 2.14721728 2.378955376 2.50290224 2.5370045327
#> 136 2.16014958 2.35332095 2.66248176 2.951409301 3.09130219 3.1345567582
#> 137 1.53531964 1.65477983 1.89414122 2.134183647 2.29365182 2.3909626918
#> 138 0.59732818 0.63391032 0.71027318 0.786844233 0.76167925 0.6968234602
#> 139 1.04994611 1.15645196 1.27388974 1.451666627 1.63157088 1.7556230795
#> 0.0404 0.0377 0.0351 0.0328 0.0306 0.0285
#> 1 0.43448221 0.488304970 0.46380731 0.332859178 0.075061708 -0.68165486
#> 2 0.85887514 0.925299568 0.86350705 0.664891013 0.478366711 0.11358817
#> 3 1.09654410 1.185778795 1.28185357 1.378857027 1.653424442 0.56711207
#> 4 -1.03741430 -0.942502686 -0.92116651 -0.966686807 -1.030099707 -1.62633088
#> 5 -1.78527012 -1.685860818 -1.67401525 -1.639280694 -1.650300071 -2.57308764
#> 6 1.06518812 0.808175831 0.74410978 0.704504996 0.825989069 1.21379007
#> 7 3.46674017 3.350686949 3.32667364 3.366085026 3.281036377 3.35908057
#> 8 -0.88871128 -1.079573309 -1.07322275 -1.055047913 -1.064114240 -0.86016842
#> 9 -2.64798364 -2.734609371 -2.79641911 -2.814450409 -2.804095464 -3.18825082
#> 10 -1.64593879 -1.841424514 -1.85130282 -1.863660246 -1.949246735 -1.68974552
#> 11 -0.15325863 0.003574524 0.03884117 0.039764622 -0.049179859 0.06189610
#> 12 -4.29037279 -4.871192937 -4.72061066 -4.586612953 -4.401836337 -5.42201613
#> 13 -1.61697990 -1.581402537 -1.42118727 -1.180873877 -0.977287668 -0.88552611
#> 14 -4.28729481 -4.767344082 -4.93719647 -5.091143829 -5.246654873 -5.05004180
#> 15 2.59875022 2.777555012 2.79605089 2.667188841 2.401071540 1.91649076
#> 16 0.59548568 0.661067733 0.64069807 0.556943579 0.423616858 -0.04790670
#> 17 -1.27242471 -1.431474383 -1.44200995 -1.436391915 -1.477234291 -2.65505841
#> 18 -0.56029095 -0.495987927 -0.52397501 -0.498395586 -0.477311818 0.64584842
#> 19 -2.37921822 -2.878810442 -2.92405968 -2.920564238 -2.880629427 -2.71843884
#> 20 0.69567919 0.730738907 0.71275888 0.730287223 0.656780231 0.80142120
#> 21 -1.26234860 -1.286195984 -1.30539163 -1.335109386 -1.335552737 -0.67059438
#> 22 -2.91949063 -3.197529722 -3.29128571 -3.349479345 -3.384509409 -2.76519335
#> 23 -3.41009028 -3.968075355 -4.06763046 -4.100513779 -4.090033495 -4.25033193
#> 24 0.20861854 -0.248884155 -0.24830025 -0.258525029 -0.446375395 -1.42128140
#> 25 -1.30984696 -1.110592261 -1.02262014 -1.003909324 -1.062314148 -0.41702734
#> 26 -2.97832339 -3.192011249 -3.19941265 -3.195615654 -3.257418390 -3.38583210
#> 27 -4.33136163 -4.653576033 -4.77858650 -4.910919837 -5.062230379 -5.30562012
#> 28 -4.31985905 -4.583569839 -4.60946500 -4.640812713 -4.766862260 -4.89534346
#> 29 -3.56482610 -3.958251713 -4.04302315 -4.061878893 -4.065588543 -3.61965059
#> 30 -0.12000752 -0.230735526 -0.20922682 -0.217782795 0.009920961 0.24515735
#> 31 -0.64397305 -0.670802012 -0.71241777 -0.729909678 -0.813292382 -1.74355506
#> 32 -2.38180837 -2.820478703 -2.92108336 -3.022099117 -2.960879198 -3.51130653
#> 33 0.89188843 1.155800605 1.14809995 1.115571167 1.023854688 0.89592674
#> 34 -0.81215687 -0.899162265 -0.97747525 -1.038976264 -1.100178454 -0.83046840
#> 35 -1.28950769 -1.641596850 -1.68388428 -1.681460233 -1.632241383 -1.12025653
#> 36 0.11339845 0.206723604 0.14004832 0.079071192 -0.015262682 -0.25934558
#> 37 -2.86322809 -3.139057187 -3.23671905 -3.323863603 -3.448918060 -3.81384013
#> 38 -2.18052846 -2.312498965 -2.36498844 -2.402281086 -2.524561673 -2.53426731
#> 39 -2.73990295 -2.857155698 -2.96682766 -3.064325192 -3.219210085 -3.23639776
#> 40 -2.96380745 -3.094780812 -3.16725135 -3.246686305 -3.405235283 -3.48476186
#> 41 -2.15339939 -2.373950150 -2.49852408 -2.624286457 -2.809012549 -3.10024243
#> 42 -2.63320577 -2.887127663 -2.89800026 -2.867100885 -2.926648075 -4.17653410
#> 43 -1.71455830 -1.936983479 -2.01302765 -2.079090176 -2.165231086 -2.40929343
#> 44 -1.93253412 -2.160622183 -2.28317695 -2.382811753 -2.462835636 -2.90465261
#> 45 -1.16065868 -1.137389852 -1.19497318 -1.251626774 -1.348039956 -1.48690633
#> 46 -1.38179372 -1.495799902 -1.49406283 -1.462097756 -1.421412393 -1.86915945
#> 47 0.07261514 0.092998695 0.02130082 -0.040579861 -0.075656030 -0.03207127
#> 48 -1.99350815 -2.048330447 -2.09777133 -2.106461261 -2.147191363 -1.79131306
#> 49 -1.64152257 -1.488134398 -1.49736561 -1.463010644 -1.350720439 -1.11184791
#> 50 -2.00048968 -1.974894632 -2.03881915 -2.084101567 -2.033560444 -1.91209533
#> 51 -0.59973095 -0.832335110 -0.92662738 -1.023886898 -1.152398569 -1.76919921
#> 52 0.28396123 0.460786845 0.49276081 0.564549480 0.627507457 0.48082962
#> 53 -0.25066457 -0.405655197 -0.44182009 -0.463918098 -0.469159976 -0.87944818
#> 54 0.88752771 0.509621437 0.43806740 0.395433045 0.441635460 0.70786628
#> 55 0.95305410 0.617837393 0.56687535 0.545373067 0.566295482 0.32991946
#> 56 -0.20673740 -0.161680082 -0.24239250 -0.297732097 -0.517491100 -0.86762300
#> 57 -0.43934626 -0.636916221 -0.76233669 -0.944950278 -1.210244358 -2.03037256
#> 58 -1.26650824 -1.006314897 -0.96051790 -0.909709605 -0.920091847 -0.80059237
#> 59 -1.55871007 -1.258376948 -1.24326824 -1.231261596 -1.333965776 -2.43016848
#> 60 -3.49442839 -4.342782269 -4.48569368 -4.753958662 -5.099649243 -6.91481046
#> 61 -1.73819031 -2.339775231 -2.41172317 -2.493142854 -2.603464355 -3.72430265
#> 62 0.04070472 0.275854200 0.29806020 0.275974362 0.214939984 -1.06289961
#> 63 -1.00252284 -1.128408010 -1.16026923 -1.171134611 -1.256645872 -2.75569252
#> 64 -0.34752816 -0.275704658 -0.13732238 0.062325742 0.228238518 0.21048477
#> 65 1.34215966 1.991204128 2.08218481 2.306810620 2.763975141 4.59258941
#> 66 0.73917799 0.889776177 0.84073816 0.736114199 0.617510646 0.59532393
#> 67 -0.19086987 0.058519732 0.18618398 0.351275654 0.613371796 1.51010759
#> 68 1.49207390 2.063524251 2.22196779 2.371772611 2.499629219 3.99899293
#> 69 2.06684666 2.361927864 2.44201395 2.589263483 2.641916566 2.83132073
#> 70 0.64686669 0.820945519 0.90195745 0.993014829 1.021126206 1.46526796
#> 71 0.39409750 0.297789542 0.27791031 0.304795753 0.301151746 0.02590171
#> 72 0.26396704 0.180826975 0.12460562 0.083868559 0.008803700 -0.16033692
#> 73 -0.14522216 -0.046249648 -0.03573410 0.009593839 0.012821534 -0.46209735
#> 74 0.18149100 0.117479684 0.03317909 0.011608670 0.072596717 0.13724430
#> 75 0.84443081 0.817069495 0.80284324 0.849004540 0.973200394 1.45786153
#> 76 0.71974276 0.817252354 0.89953729 1.001257802 0.977396202 0.54529838
#> 77 -0.89143796 -1.047601590 -1.10297250 -1.127971596 -1.084019321 -0.81207592
#> 78 3.24689482 3.541399874 3.68937350 3.886822611 3.981199290 4.76233162
#> 79 -1.55260385 -1.139360222 -1.06963672 -1.003893225 -0.807317299 -0.28293222
#> 80 2.37188181 2.419420816 2.45712882 2.514640372 2.542882692 2.15758932
#> 81 1.03246250 0.904372369 0.96461782 0.995357367 1.069411952 1.44606868
#> 82 2.21664047 2.261168836 2.28801944 2.296632391 2.316201146 2.65824369
#> 83 1.81324935 1.916425646 1.91717504 1.939034105 1.904342241 1.61603970
#> 84 1.45734358 1.501696282 1.52459317 1.564072268 1.538314164 2.04925571
#> 85 1.06993864 1.164988854 1.24542444 1.256118159 1.283136929 1.50686502
#> 86 0.82992479 0.714963607 0.77615798 0.804326737 0.866873752 1.37971479
#> 87 1.21177745 1.708621362 1.90405960 2.035716474 2.116791004 1.82689004
#> 88 3.64209195 3.813135636 3.94648101 4.075825115 4.246718172 3.93590069
#> 89 0.88998157 0.134126591 0.17537602 0.222868140 0.347101340 0.92172696
#> 90 0.09506774 -0.017871081 -0.04360771 -0.129193660 -0.024815353 0.34551191
#> 91 1.40502572 1.520837027 1.58500687 1.613854223 1.795192119 2.35506755
#> 92 4.88214395 5.720147037 5.89767961 6.059903632 6.050326498 6.05154287
#> 93 6.65579195 7.784204817 8.11956490 8.481808189 8.626750640 9.55910284
#> 94 3.64202902 4.319005500 4.50915153 4.753949739 5.027039439 5.52952945
#> 95 1.51785806 1.298071057 1.30610463 1.255572151 1.238401464 1.77604197
#> 96 6.15501626 7.479956213 8.25757385 9.039866129 10.062812866 14.02385434
#> 97 2.16127203 2.053316050 2.07341551 2.131031039 2.182938788 2.72645868
#> 98 -1.45423158 -1.403735731 -1.44364351 -1.510164142 -1.625165619 -1.86355992
#> 99 -0.65770195 -0.755199848 -0.77123246 -0.752835547 -0.816649822 -0.86004284
#> 100 -0.97438172 -1.004809824 -1.16444003 -1.359818516 -1.480341642 -1.25308470
#> 101 -0.42746089 -0.245867998 -0.27669132 -0.301322376 -0.266931489 0.43624339
#> 102 0.80487222 0.754250748 0.75911044 0.779393844 0.905200471 1.86626035
#> 103 0.72301244 0.607327956 0.58039116 0.529946317 0.527501241 1.13174272
#> 104 0.04315868 0.163084182 0.21881119 0.270062335 0.408660907 0.70399220
#> 105 -0.06074956 -0.145240418 -0.18346805 -0.239339692 -0.226114582 0.30818282
#> 106 1.51243081 1.687597543 1.73179809 1.790718675 1.848876271 1.58332729
#> 107 0.35388594 0.340287795 0.33071102 0.325673273 0.306707234 0.22990374
#> 108 4.62742943 4.371393747 4.28437522 4.188019254 3.980403323 2.47801912
#> 109 1.90355650 2.193349988 2.21249716 2.193022548 1.928995277 0.45127972
#> 110 0.39379335 0.469436829 0.48790800 0.570302323 0.744770387 1.55648400
#> 111 2.37815855 2.567788099 2.60136800 2.494703757 2.219959611 2.29064571
#> 112 1.25637877 1.265223734 1.31329390 1.354148388 1.335209612 1.57701363
#> 113 0.59228604 0.536157164 0.52687446 0.507308890 0.812429858 2.34461536
#> 114 1.60713450 1.961556958 2.04540029 2.079949050 2.298856955 4.10632892
#> 115 -0.24972462 -0.225148128 -0.18414178 -0.133660925 -0.162357156 -0.20772288
#> 116 0.57867894 0.717045024 0.71098103 0.725196995 0.673727545 -0.40847330
#> 117 2.49480290 2.988350048 3.06763077 3.173463661 3.239541832 3.34524493
#> 118 5.77586771 6.345750528 6.54599890 6.704186133 7.068923398 8.09660793
#> 119 5.81053208 6.047737177 6.27961714 6.517518006 7.015188579 8.42250766
#> 120 4.85305844 5.473290721 5.71875441 5.965630206 6.378650177 7.82610314
#> 121 5.56559078 6.422171301 6.67502866 6.889296975 7.273043973 8.74128506
#> 122 6.40771549 6.938911286 7.19952935 7.397307631 7.570148553 8.14988379
#> 123 5.52376192 6.315444171 6.55881275 6.762087988 7.166072583 8.26572221
#> 124 6.55200492 6.426764021 6.38245937 6.361024025 6.632961222 7.90786257
#> 125 3.05768793 3.275699820 3.29018261 3.296242854 3.271449631 3.54718046
#> 126 2.96546906 3.332493143 3.43551608 3.531155415 3.555176044 3.64228735
#> 127 1.78316226 2.069489842 2.17441179 2.266613819 2.390666798 2.84695968
#> 128 1.33458314 1.619214723 1.69899554 1.798662910 1.897660416 2.14052539
#> 129 0.32373331 0.256280873 0.26105619 0.248535811 0.259620479 0.06908422
#> 130 2.35459447 2.775605192 2.87912513 2.984817098 2.997259922 2.98225712
#> 131 0.10974460 0.011401936 0.06967363 0.128345217 0.151087925 -0.24652530
#> 132 1.83242560 2.006066331 1.98260230 1.916598981 1.800090522 1.72871990
#> 133 2.55893866 2.680767785 2.76108794 2.836190204 3.008663946 4.02035620
#> 134 2.30946477 2.441932750 2.47566392 2.503294671 2.589484013 3.20103358
#> 135 2.11900623 2.051795244 2.04071353 1.965969676 1.744503083 1.33420035
#> 136 3.25872686 3.352936982 3.45770509 3.546063476 3.494013792 3.62425614
#> 137 2.68782604 2.766320452 2.77172592 2.793208779 2.747356962 3.26246873
#> 138 0.17363488 0.056688929 0.05576593 0.047788006 0.024688872 0.60829581
#> 139 1.92343843 2.018854549 1.98397853 1.950473280 1.912431018 2.51777571
#> 0.0266 0.0248 0.0231 0.0216 0.0201
#> 1 -1.05194193 -1.29188927 -3.232825797 -5.09224991 -8.85726786
#> 2 -0.12473526 -0.27368696 -0.902895224 -1.66600831 -2.04961386
#> 3 0.45881197 0.39716321 0.539711008 -0.62424693 -0.92014304
#> 4 -1.79688547 -1.89148196 -1.427296843 -0.48751969 -0.34259666
#> 5 -2.45545720 -2.37791202 -2.618771195 -3.59195384 -5.08688099
#> 6 1.38451879 1.36575772 1.224632839 0.89670707 0.15964288
#> 7 3.57487574 3.64650833 3.097373314 1.77340633 0.29612396
#> 8 -0.97133844 -1.00800748 -1.876473903 -2.15678823 -1.46342670
#> 9 -3.24616615 -3.24842153 -2.850535810 -3.27901692 -3.62980285
#> 10 -1.88512810 -2.03192353 -2.597298714 -3.54911546 -6.02356685
#> 11 0.02562159 0.04562335 -0.812064053 -2.13958348 -3.15353007
#> 12 -5.75808536 -5.87368998 -6.552101138 -7.08520192 -6.94547436
#> 13 -0.67013242 -0.48747024 0.651740416 0.38519714 -0.57639526
#> 14 -5.15032893 -5.15070367 -4.621913547 -4.60618362 -4.45782299
#> 15 1.64869214 1.58499005 1.942564161 1.01290704 0.36158924
#> 16 -0.06517462 0.03167661 -0.658784343 -0.62909098 -0.06753840
#> 17 -2.52119448 -2.48264156 -2.416393330 -2.43863571 -1.51682426
#> 18 0.71676175 0.81395856 0.464448085 -0.15849304 -0.14751042
#> 19 -2.70984105 -2.72955173 -2.013148661 -1.65909683 -2.25629589
#> 20 0.76876727 0.62743659 0.556829847 -0.19922292 0.43618295
#> 21 -0.66225266 -0.69230895 -0.834879575 -1.46754650 -0.79251313
#> 22 -2.84745934 -2.92759544 -2.699687106 -2.55586403 -2.57181193
#> 23 -4.35076376 -4.43317893 -5.614646491 -7.66474630 -7.71628475
#> 24 -1.59498880 -1.66793406 -1.830843804 -1.67163437 -1.52475628
#> 25 -0.40521758 -0.37142368 0.093727820 0.07911334 -0.24445710
#> 26 -3.50782152 -3.46495550 -3.273746946 -3.40561161 -3.71249882
#> 27 -5.38204223 -5.36856119 -5.278012732 -4.43200534 -4.35000140
#> 28 -5.12578903 -5.14129866 -4.535320133 -5.69390195 -8.07121742
#> 29 -3.64931944 -3.65282468 -4.195673283 -4.36126400 -5.23204886
#> 30 0.25223876 0.19848357 -0.614006635 -0.37176475 -0.09815257
#> 31 -1.72118227 -1.70592204 -2.658893388 -3.04300998 -2.97252599
#> 32 -3.62619086 -3.70315585 -3.372525609 -2.81317042 -2.86338933
#> 33 0.80400896 0.73427378 0.733933679 0.58609537 -0.52423131
#> 34 -0.85680899 -0.93693243 -1.679172841 -1.87041534 -2.48068185
#> 35 -0.93835672 -0.86343118 -0.693194626 -0.77752469 -1.22543759
#> 36 -0.36635682 -0.50070033 -0.851357945 -1.06746154 -1.74558022
#> 37 -4.06047231 -4.20686666 -5.815859344 -6.43753118 -7.76016765
#> 38 -2.65965811 -2.71416787 -3.727147985 -3.51317822 -4.39873639
#> 39 -3.38516014 -3.49138268 -4.207424364 -4.66363410 -6.31766678
#> 40 -3.67854095 -3.78189423 -3.824836072 -3.83252811 -4.86691364
#> 41 -3.38314649 -3.56968979 -4.527058943 -5.26229891 -6.26710631
#> 42 -4.33501754 -4.46910492 -6.207687895 -7.18234615 -7.55250010
#> 43 -2.58201229 -2.75865785 -4.469617686 -6.50270447 -8.39737411
#> 44 -3.06511896 -3.25872999 -4.384697170 -6.03612875 -7.34258089
#> 45 -1.59174784 -1.71716777 -3.330536056 -5.18937123 -6.76141451
#> 46 -1.91942273 -2.03576665 -3.368553343 -4.50489752 -5.16740317
#> 47 -0.11401416 -0.21124843 -0.490310182 -0.64820001 -0.38681997
#> 48 -1.85662648 -1.89812685 -2.438127563 -2.78919020 -3.41777344
#> 49 -1.06128211 -0.98208905 -1.213260514 -1.33754337 -1.19225239
#> 50 -2.02301137 -2.02920857 -1.140002200 -1.27657752 -0.92808080
#> 51 -2.02121825 -2.18142358 -2.572604801 -3.61639575 -5.23416924
#> 52 0.53727401 0.58963800 0.717303997 1.39389031 2.52465473
#> 53 -1.04042619 -1.19932268 -2.877423111 -2.68260443 -2.49332414
#> 54 0.69991661 0.69135845 0.577845450 0.87330035 1.29094512
#> 55 0.28173391 0.21663630 -0.339190973 -0.55159277 -0.63658618
#> 56 -1.10969506 -1.32485959 -1.707639504 -2.77224081 -5.29713450
#> 57 -2.41164477 -2.65731049 -2.952996729 -1.82645787 -3.54812045
#> 58 -0.75066798 -0.73147825 -0.498763513 -0.37217930 -1.08937074
#> 59 -2.71274499 -2.93807101 -4.049689721 -4.87029252 -7.83304958
#> 60 -7.80010699 -8.34890818 -14.833555045 -19.08061370 -26.31204744
#> 61 -4.04326790 -4.20095641 -5.062890915 -6.56304142 -7.76384459
#> 62 -1.10058848 -0.99512952 -0.005751104 0.96931080 0.06837989
#> 63 -2.94894195 -3.07945756 -4.864241052 -6.47234609 -6.88498782
#> 64 0.66331003 0.95324377 0.896773031 1.05426303 1.70137691
#> 65 6.15118267 7.05112740 13.043624954 15.78737026 20.97522534
#> 66 0.60280125 0.72056959 1.938404292 1.00299817 1.25641844
#> 67 1.99854970 2.30891149 4.464095158 3.68009983 4.81070086
#> 68 4.77795976 5.34193727 8.984594725 9.30535302 10.70977161
#> 69 3.39056962 3.71694516 6.478521006 6.24357174 7.56381281
#> 70 1.52478609 1.60521666 2.391768739 2.51687576 2.78848616
#> 71 0.20254849 0.24147194 0.487756390 0.26782421 0.61239094
#> 72 -0.08649422 -0.06659447 0.834971788 1.03517076 1.06526473
#> 73 -0.45383106 -0.45569306 -0.546836324 -0.73477074 -0.29709168
#> 74 0.39861824 0.50740323 0.243262868 0.63479917 0.37084711
#> 75 1.76404955 1.91416123 1.919180321 3.54584183 5.54432268
#> 76 0.53667638 0.52371926 0.262438781 0.41864654 1.57517435
#> 77 -0.65647317 -0.63494357 0.819174175 2.11965859 2.92187944
#> 78 5.02958762 5.15828666 3.140723616 3.60263503 5.01361135
#> 79 -0.15030420 -0.05886527 1.059490603 2.16604941 2.19029049
#> 80 2.26006192 2.26089408 1.805491409 2.57388678 3.91570860
#> 81 1.49410787 1.53273270 0.861053127 1.73923950 2.10083828
#> 82 2.68099059 2.72945515 3.012466293 3.88614360 5.67117381
#> 83 1.57960235 1.50914064 1.000901149 1.54333020 1.98035278
#> 84 2.40044789 2.63014394 3.002267575 4.48380485 6.49786996
#> 85 1.40238290 1.40037018 1.249520945 1.85527194 2.56122893
#> 86 1.26182684 1.22742987 0.158849125 -0.18040783 -0.24428826
#> 87 1.70512055 1.68300128 1.398093856 1.71901870 2.16866812
#> 88 4.39372729 4.75986344 6.643948192 9.61816815 13.26937541
#> 89 1.08925960 1.21520993 0.678320501 0.73726071 -0.11233985
#> 90 0.33162051 0.35981387 0.717169118 0.58136462 0.53652712
#> 91 2.46484971 2.65320099 5.787564285 7.24541531 9.40190554
#> 92 6.38165751 6.60246687 8.835059201 11.07377316 15.71260523
#> 93 10.38751229 10.98521382 11.562060124 13.69387079 18.64887781
#> 94 5.94980619 6.20140135 6.437512108 7.13494092 11.59325426
#> 95 1.80744255 1.76387487 1.797204576 2.36561263 3.51025868
#> 96 15.19265097 16.13423928 21.351009862 26.12736518 34.24700152
#> 97 2.86760513 2.95307893 4.041073534 4.17559117 5.50965290
#> 98 -2.04384217 -2.11416664 -1.728734608 -1.91841811 -1.63770831
#> 99 -0.88799317 -0.88308192 -0.255588237 -0.33481200 -0.28098260
#> 100 -1.47806892 -1.57984555 -1.352165461 -1.69288660 -2.97958933
#> 101 0.41639411 0.47182081 0.633799806 0.80862105 1.15607261
#> 102 1.93831627 1.98605418 2.412273910 3.29142899 4.83407436
#> 103 1.04990351 1.04046841 1.590342619 1.74628714 2.26292020
#> 104 0.68898624 0.68539566 0.762306027 0.98093545 1.75118778
#> 105 0.32074241 0.34532700 0.992665527 1.26123677 0.85728386
#> 106 1.65037350 1.67686341 2.601058225 2.91335069 3.65687155
#> 107 0.12829428 0.05811786 -0.380778399 -0.57111511 0.26125629
#> 108 2.42440820 2.42359499 2.062144072 2.27756300 1.88764630
#> 109 0.30658773 0.32549980 1.370205909 1.75390859 2.43540336
#> 110 1.67038353 1.54054305 0.811459350 0.83678110 0.31976544
#> 111 2.01772291 1.99623183 3.159978315 3.08449457 2.78193487
#> 112 1.68812668 1.82790316 2.728479201 1.92274702 2.06483605
#> 113 2.46026624 2.47520593 3.322010464 5.28323254 5.58107812
#> 114 4.37411283 4.52752005 6.188289236 8.79625015 10.28329219
#> 115 -0.16351385 -0.19154257 -0.368979489 0.35112844 0.59942020
#> 116 -0.40394487 -0.43207457 -0.910109623 -1.10017893 -1.76441332
#> 117 3.67383423 3.87557866 4.020717480 5.93062658 7.53586279
#> 118 8.42604241 8.57636982 9.151787806 11.22944436 13.13942494
#> 119 8.79437669 9.03549531 11.054562874 12.72392906 15.03250662
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#> 121 9.01200858 9.19900591 11.604958178 13.15807710 15.49711686
#> 122 8.24874362 8.27818769 7.767100054 8.35796849 10.24539852
#> 123 8.58400894 8.75658915 10.771984046 13.19138246 15.99073954
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#> 134 3.32152265 3.35004072 4.765448370 5.71793345 6.88084476
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#> 138 0.83185962 1.03394994 1.946849260 3.57940900 6.14076996
#> 139 2.66988855 2.75060277 2.405098259 2.80419362 5.60678810
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#> 66 1.27432856 1.22505230 1.180734759 2.06875124 2.06882788
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#> 68 16.60533142 17.02429977 17.465708766 24.69612215 24.69735608
#> 69 9.91036156 10.07858104 10.260621219 11.05973861 11.06015933
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#> 78 7.70941325 7.81337071 7.929953883 14.67117964 14.67196820
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#> 81 0.48952059 0.60773773 0.726270026 4.50824836 4.50860997
#> 82 10.23723209 10.35928267 10.495150243 17.27261361 17.27351540
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#> 92 22.81660589 23.24081503 23.691754146 34.61006801 34.61168587
#> 93 31.05555860 31.48415741 31.949338155 56.16846226 56.17124404
#> 94 10.76881263 11.00174809 11.252318724 16.17501988 16.17587661
#> 95 1.31219616 1.32559732 1.338499350 0.92983967 0.92983912
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#> 103 4.57550791 4.57091113 4.568980985 6.59984759 6.60015428
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#> 105 2.08127918 2.07560458 2.067944505 2.07618071 2.07624374
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#> 119 21.11764613 21.63330363 22.169675690 43.43981597 43.44214360
#> 120 15.89271884 16.38116882 16.885312272 35.79244977 35.79447244
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#> 66 2.06890402 1.76481437 1.76484550 1.76487654 1.7649075
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#> 68 24.69858203 28.77229509 28.77340720 28.77451641 28.7756227
#> 69 11.06057734 12.24400944 12.24436436 12.24471836 12.2450714
#> 70 1.20380124 0.43090667 0.43088104 0.43085548 0.4308300
#> 71 2.14540000 2.37994341 2.38000043 2.38005731 2.3801140
#> 72 4.51578582 9.28736517 9.28787930 9.28839210 9.2889036
#> 73 -1.12520822 -0.42353602 -0.42352348 -0.42351098 -0.4234985
#> 74 2.80200142 4.07981065 4.08004369 4.08027612 4.0805080
#> 75 11.51668730 13.15237587 13.15288481 13.15339242 13.1538987
#> 76 3.71699021 4.20953809 4.20961890 4.20969950 4.2097799
#> 77 10.41881611 11.99110199 11.99156795 11.99203270 11.9924962
#> 78 14.67275166 19.29924372 19.30010341 19.30096086 19.3018161
#> 79 2.26722871 3.30188471 3.30203796 3.30219082 3.3023433
#> 80 10.22135776 15.43525688 15.43604907 15.43683919 15.4376272
#> 81 4.50896926 6.81724952 6.81767696 6.81810329 6.8185285
#> 82 17.27441137 23.53255691 23.53355929 23.53455905 23.5355562
#> 83 10.70646166 17.25016870 17.25101958 17.25186824 17.2527147
#> 84 22.74152857 28.31506884 28.31624073 28.31740956 28.3185753
#> 85 7.78646615 9.02815226 9.02840615 9.02865938 9.0289119
#> 86 0.34362466 0.45223748 0.45224643 0.45225537 0.4522643
#> 87 3.23419062 4.50253856 4.50272860 4.50291814 4.5031072
#> 88 24.60401063 27.62219571 27.62309930 27.62400054 27.6248994
#> 89 0.50835900 0.65489528 0.65491718 0.65493902 0.6549608
#> 90 1.32032555 1.09047531 1.09045136 1.09042747 1.0904036
#> 91 17.11559018 19.97080764 19.97123908 19.97166940 19.9720986
#> 92 34.61329326 41.79568559 41.79724646 41.79880326 41.8003560
#> 93 56.17400784 71.54593939 71.54880312 71.55165936 71.5545081
#> 94 16.17672780 22.51869343 22.51967705 22.52065810 22.5216366
#> 95 0.92983857 0.90390992 0.90390351 0.90389710 0.9038907
#> 96 94.50121577 110.96988292 110.97371790 110.97754286 110.9813578
#> 97 15.26544982 18.16287361 18.16340182 18.16392865 18.1644541
#> 98 -0.58224271 -0.72671231 -0.72671381 -0.72671531 -0.7267168
#> 99 0.57229165 1.88825280 1.88833025 1.88840751 1.8884846
#> 100 -0.13042330 -0.53723651 -0.53723931 -0.53724211 -0.5372449
#> 101 2.33468669 2.87058317 2.87070140 2.87081933 2.8709370
#> 102 16.87418294 20.95359730 20.95438918 20.95517898 20.9559667
#> 103 6.60045898 8.68312873 8.68345293 8.68377627 8.6840988
#> 104 0.68215143 0.72798964 0.72801493 0.72804014 0.7280653
#> 105 2.07630636 2.20932251 2.20936479 2.20940695 2.2094490
#> 106 7.85568917 10.17979292 10.18020379 10.18061360 10.1810223
#> 107 1.22314427 1.63645398 1.63648512 1.63651618 1.6365472
#> 108 5.21405217 7.18567129 7.18604965 7.18642701 7.1868034
#> 109 3.59022246 5.80008136 5.80037131 5.80066051 5.8009489
#> 110 4.29979123 5.78106205 5.78131909 5.78157546 5.7818312
#> 111 16.27545557 20.48579774 20.48657664 20.48735349 20.4881283
#> 112 6.44302649 6.64491803 6.64517818 6.64543764 6.6456964
#> 113 24.42494835 28.54556328 28.54663500 28.54770392 28.5487700
#> 114 28.23798480 34.92249731 34.92393072 34.92536039 34.9267863
#> 115 0.52026058 -0.22277109 -0.22275921 -0.22274737 -0.2227356
#> 116 -5.30521646 -5.47680192 -5.47695458 -5.47710685 -5.4772587
#> 117 13.65934891 16.99747299 16.99815705 16.99883933 16.9995198
#> 118 37.12335030 48.17451762 48.17670565 48.17888797 48.1810646
#> 119 43.44445619 55.62137707 55.62375690 55.62613052 55.6284979
#> 120 35.79648205 46.15477659 46.15684888 46.15891576 46.1609772
#> 121 43.29515811 54.23012058 54.23247440 54.23482207 54.2371636
#> 122 27.10871742 37.10375583 37.10547378 37.10718724 37.1088962
#> 123 42.76080507 55.12950052 55.13197853 55.13445007 55.1369152
#> 124 33.67658125 40.14286232 40.14437001 40.14587377 40.1473736
#> 125 23.78055204 30.34715014 30.34831757 30.34948196 30.3506433
#> 126 15.31613428 20.38473092 20.38565244 20.38657155 20.3874883
#> 127 12.07196234 15.70940112 15.71005016 15.71069749 15.7113431
#> 128 13.08434457 14.77403056 14.77452027 14.77500869 14.7754958
#> 129 3.87584380 3.03734651 3.03735254 3.03735855 3.0373645
#> 130 10.17965941 13.93517598 13.93574279 13.93630812 13.9368720
#> 131 0.95314446 0.90733698 0.90736676 0.90739647 0.9074261
#> 132 11.68786990 14.46852350 14.46907007 14.46961522 14.4701589
#> 133 22.16517903 26.90350204 26.90457644 26.90564803 26.9067168
#> 134 18.83425681 22.49425932 22.49514822 22.49603479 22.4969191
#> 135 7.27749505 11.46807916 11.46860393 11.46912732 11.4696493
#> 136 20.68416994 28.62655729 28.62778419 28.62900788 28.6302284
#> 137 22.89350884 29.54193772 29.54317002 29.54439909 29.5456250
#> 138 20.35358763 25.58399505 25.58501366 25.58602961 25.5870429
#> 139 14.88992643 17.64347814 17.64416657 17.64485320 17.6455380
#> 0.0093 0.0087 0.0081 0.0076
#> 1 -30.08439668 -30.08513132 -30.08586529 -190.29512173
#> 2 -1.34376126 -1.34378592 -1.34381055 -2.67296374
#> 3 -1.52962531 -1.52961930 -1.52961329 -3.66765164
#> 4 0.40509554 0.40509674 0.40509793 -1.49112533
#> 5 -30.88360379 -30.88452885 -30.88545307 -120.12799994
#> 6 -8.48715404 -8.48735817 -8.48756212 -51.73319434
#> 7 -0.25231574 -0.25232103 -0.25232632 -1.80235328
#> 8 -1.73248557 -1.73252686 -1.73256812 -1.76092535
#> 9 -17.86523084 -17.86570134 -17.86617141 -48.81241660
#> 10 -21.54151532 -21.54223303 -21.54295008 -91.40408083
#> 11 -11.05419602 -11.05445015 -11.05470404 -106.90305606
#> 12 -29.74057825 -29.74164613 -29.74271305 -85.46121738
#> 13 0.10644437 0.10640848 0.10637263 -1.31134083
#> 14 -23.09200375 -23.09275677 -23.09350911 -152.04694127
#> 15 -1.47900920 -1.47901191 -1.47901462 -3.77304138
#> 16 -2.39468623 -2.39472750 -2.39476873 -2.73521300
#> 17 -8.57965400 -8.57987294 -8.58009167 -2.13795647
#> 18 -0.95561154 -0.95559951 -0.95558750 -15.92710687
#> 19 -6.88792703 -6.88816925 -6.88841125 -3.69515665
#> 20 -0.97165770 -0.97165644 -0.97165518 -1.27142324
#> 21 -1.56555702 -1.56558181 -1.56560659 -5.80820022
#> 22 -2.12383136 -2.12383373 -2.12383610 -3.86939884
#> 23 -22.76228126 -22.76294746 -22.76361306 -55.91774509
#> 24 -7.80435425 -7.80467339 -7.80499223 -3.73223427
#> 25 -0.80216938 -0.80217655 -0.80218371 -2.68584493
#> 26 -20.46115456 -20.46176207 -20.46236903 -67.82741937
#> 27 -23.68364577 -23.68443242 -23.68521836 -92.54179918
#> 28 -44.97362148 -44.97502728 -44.97643180 -171.74346169
#> 29 -33.44124017 -33.44229635 -33.44335157 -121.77825657
#> 30 -0.92215426 -0.92216410 -0.92217392 -2.66823195
#> 31 0.10569402 0.10568815 0.10568229 -2.98315475
#> 32 -6.83641174 -6.83660459 -6.83679725 -18.26758283
#> 33 -4.05249091 -4.05248484 -4.05247877 -29.95916315
#> 34 -6.54537934 -6.54551270 -6.54564595 -31.18793622
#> 35 -8.16148500 -8.16168916 -8.16189313 -28.75279552
#> 36 -5.78405729 -5.78419855 -5.78433968 -32.81562224
#> 37 -31.98670044 -31.98761606 -31.98853086 -167.92738384
#> 38 -22.85462415 -22.85532501 -22.85602523 -124.25443212
#> 39 -30.27588686 -30.27676786 -30.27764807 -143.32997203
#> 40 -23.11768558 -23.11837044 -23.11905467 -117.83829944
#> 41 -26.54351986 -26.54425856 -26.54499659 -110.15686716
#> 42 -40.79983468 -40.80107601 -40.80231621 -137.08924938
#> 43 -46.55568178 -46.55708182 -46.55848059 -194.08123758
#> 44 -34.96435807 -34.96542248 -34.96648591 -123.76045853
#> 45 -32.05205615 -32.05300025 -32.05394349 -124.14444869
#> 46 -29.51812111 -29.51899444 -29.51986697 -104.75565798
#> 47 0.04977775 0.04976243 0.04974711 -1.39236332
#> 48 -15.95335880 -15.95382030 -15.95428138 -100.84082690
#> 49 -3.37650853 -3.37653589 -3.37656323 -69.88504067
#> 50 -13.34480833 -13.34520791 -13.34560712 -131.37154290
#> 51 -23.96814070 -23.96886681 -23.96959226 -163.22674757
#> 52 -0.66455996 -0.66455438 -0.66454881 -1.41733903
#> 53 -6.86947945 -6.86959876 -6.86971796 -1.48156811
#> 54 0.33323149 0.33321080 0.33319012 -14.88833647
#> 55 -2.13805323 -2.13808973 -2.13812620 -26.82317972
#> 56 -32.99758395 -32.99857379 -32.99956273 -147.15326047
#> 57 -19.04579609 -19.04656843 -19.04734007 -140.45620020
#> 58 -6.50788772 -6.50801803 -6.50814822 -21.60285417
#> 59 -42.74884904 -42.75014933 -42.75144844 -172.93002340
#> 60 -109.17177604 -109.17500938 -109.17823978 -488.41939085
#> 61 -30.79603733 -30.79698457 -30.79793096 -103.42443089
#> 62 -0.50208146 -0.50207939 -0.50207733 -1.33171674
#> 63 -27.54877036 -27.54967787 -27.55058456 -66.40035627
#> 64 1.41226738 1.41228404 1.41230069 33.93506156
#> 65 51.64569427 51.64707400 51.64845248 436.42762403
#> 66 1.93044309 1.93045627 1.93046943 17.71433140
#> 67 7.25282833 7.25313963 7.25345065 85.24300489
#> 68 39.01034501 39.01151049 39.01267492 165.69971392
#> 69 16.21153077 16.21196212 16.21239308 146.18464715
#> 70 0.14473114 0.14471776 0.14470439 1.85468449
#> 71 2.28279694 2.28285638 2.28291576 52.88718647
#> 72 12.83923301 12.83976223 12.84029097 55.81516396
#> 73 -0.78397571 -0.78396723 -0.78395876 0.43724224
#> 74 5.96152260 5.96179615 5.96206945 34.69782955
#> 75 16.65438305 16.65490557 16.65542762 63.42983947
#> 76 2.26146830 2.26145573 2.26144317 4.83047629
#> 77 15.69672206 15.69721023 15.69769796 90.52119156
#> 78 26.20222302 26.20305930 26.20389482 119.22902061
#> 79 5.00241938 5.00264000 5.00286043 6.44723650
#> 80 21.90135943 21.90214506 21.90292998 88.92245291
#> 81 12.33653049 12.33701228 12.33749363 27.96904674
#> 82 31.23215192 31.23314994 31.23414705 101.21294625
#> 83 22.28334635 22.28412813 22.28490919 89.78391604
#> 84 38.63307524 38.63423199 38.63538769 144.19508021
#> 85 8.79320710 8.79341278 8.79361828 34.82634104
#> 86 1.46391462 1.46395885 1.46400304 5.63961634
#> 87 6.26242256 6.26260825 6.26279376 7.07694079
#> 88 32.27903999 32.27991746 32.28079413 125.86966079
#> 89 0.56013256 0.56014491 0.56015725 1.63646600
#> 90 0.85570158 0.85569300 0.85568442 2.50101083
#> 91 20.74730050 20.74768385 20.74806685 118.91674223
#> 92 54.80426387 54.80580361 54.80734195 281.06914469
#> 93 94.36606746 94.36889161 94.37171320 413.51294512
#> 94 31.17817922 31.17920436 31.18022857 155.71014285
#> 95 2.00416749 2.00418207 2.00419663 2.96300081
#> 96 141.60079221 141.60462258 141.60844949 620.95114115
#> 97 22.32282171 22.32332504 22.32382793 117.05550743
#> 98 0.30324459 0.30326228 0.30327996 0.41741257
#> 99 2.09611760 2.09615813 2.09619862 22.66444627
#> 100 -0.62136937 -0.62136238 -0.62135540 3.52319617
#> 101 4.18558058 4.18572376 4.18586680 19.84389323
#> 102 26.91165385 26.91241332 26.91317209 129.32963617
#> 103 11.60446836 11.60477870 11.60508875 56.75451054
#> 104 0.35951560 0.35952110 0.35952659 1.65440098
#> 105 2.58491886 2.58495882 2.58499874 20.62428351
#> 106 12.79502782 12.79542223 12.79581627 70.98463177
#> 107 1.09898603 1.09899041 1.09899478 5.43593120
#> 108 10.31324845 10.31356251 10.31387629 99.76178147
#> 109 7.20095666 7.20116953 7.20138220 31.58664475
#> 110 8.83947796 8.83978221 8.84008618 45.46058216
#> 111 25.99117472 25.99188828 25.99260120 84.51836058
#> 112 11.77887870 11.77924177 11.77960451 79.69441565
#> 113 37.74353914 37.74468011 37.74582005 154.27695670
#> 114 48.42679282 48.42832479 48.42985537 158.60353027
#> 115 -0.01675508 -0.01674867 -0.01674228 0.90512973
#> 116 -5.61692147 -5.61704339 -5.61716519 0.08973224
#> 117 23.04585178 23.04656308 23.04727374 139.21615491
#> 118 67.48414566 67.48642786 67.48870800 306.44376622
#> 119 74.71860374 74.72101062 74.72341532 320.20674577
#> 120 65.02166151 65.02382195 65.02598044 287.88450181
#> 121 75.43104354 75.43349767 75.43594957 343.19670911
#> 122 51.82409825 51.82584419 51.82758854 230.88792654
#> 123 79.14117025 79.14379426 79.14641590 349.83815112
#> 124 51.79025737 51.79173991 51.79322110 255.62947504
#> 125 40.05834907 40.05950545 40.06066078 184.78842520
#> 126 29.96966009 29.97062362 29.97158628 139.05311600
#> 127 23.02014863 23.02086931 23.02158934 102.76786323
#> 128 19.68724209 19.68776475 19.68828694 108.41592102
#> 129 3.95929849 3.95933358 3.95936863 14.92699780
#> 130 20.55766979 20.55829120 20.55891204 95.84598511
#> 131 1.33741528 1.33744471 1.33747411 3.06647264
#> 132 17.62618968 17.62670104 17.62721194 52.30124778
#> 133 36.44929585 36.45041392 36.45153097 163.99982730
#> 134 30.43260128 30.43354077 30.43447942 134.57222270
#> 135 15.08319315 15.08366147 15.08412936 30.97709564
#> 136 38.90056184 38.90171999 38.90287708 145.67022882
#> 137 38.03126586 38.03243910 38.03361128 146.34983392
#> 138 34.32879629 34.32978818 34.33077918 122.37094493
#> 139 23.57717689 23.57786631 23.57855511 96.55413307
#>
#> $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 1 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,] 0.698145393 0.546558235 1.750507015 2.620828811 2.7545748830
#> [2,] -0.135865678 2.968352842 2.773588016 2.963593914 1.8362583307
#> [3,] -0.843246796 -0.625701164 -1.168346695 -0.455960303 -1.7435065571
#> [4,] 2.047409377 1.703508278 1.196669526 0.866519229 0.9760461711
#> [5,] 0.104294578 1.013858158 -0.514008670 -1.356056065 -1.5237784511
#> [6,] 0.986337700 0.521771656 0.220585179 0.282199191 -0.0918724960
#> [7,] -0.306161132 -0.463130365 -0.969514699 -0.684020548 0.6935386062
#> [8,] -0.563787589 -1.364195426 -1.226188731 -1.087511752 -1.0208749137
#> [9,] -1.109606352 -1.217663001 -1.449603592 -1.127995820 -0.9153519935
#> [10,] -0.934944348 -0.643197573 -1.012173200 -0.980228974 -0.6148120309
#> [11,] 0.021330126 -0.926056185 -0.015121115 0.659375751 -0.0117285060
#> [12,] 0.257123832 0.575718917 -0.122128880 -0.290650361 -0.2167635471
#> [13,] -0.441524186 -0.682564494 -0.910949638 -0.719781474 0.4844963656
#> [14,] -0.100933277 -0.439072802 -0.594264494 -0.875645133 -0.9574275883
#> [15,] -0.729716493 2.768602173 2.411352269 1.856354674 1.7881719366
#> [16,] 0.785476395 1.193196350 0.378927751 0.162771192 -0.3296329997
#> [17,] 1.619487466 -0.207245384 0.269027884 0.985947227 0.5693154217
#> [18,] -0.777748544 -1.012080196 -1.270293283 -1.380346506 -1.1617947628
#> [19,] -0.507022437 -1.100291257 -0.590649367 0.545345628 1.1797454791
#> [20,] -0.843246796 0.397838759 0.635601783 0.414447144 -0.2421424773
#> [21,] -0.454623836 0.291402272 0.079595218 0.703233491 0.7422928668
#> [22,] -0.231929780 -1.263591074 -0.407000905 -0.157727674 0.0744262833
#> [23,] -0.913111597 -0.269211832 -0.380971989 -1.012616228 -0.7423745484
#> [24,] 0.650113342 -0.622785096 -1.003496894 -0.197537006 -0.5259857753
#> [25,] -0.380392484 -0.400434899 -0.122851906 -0.595630335 -0.8599190671
#> [26,] -0.869446096 -0.579044074 -0.863229959 -1.615828830 -1.4362879287
#> [27,] 0.174159380 -0.876483026 -0.738869583 -1.447819951 -1.1190513015
#> [28,] -0.982976399 0.257138471 -0.644153250 -1.177926169 -0.2648499411
#> [29,] -0.873812646 -1.080607797 -1.163285517 -0.721130943 -0.8372116032
#> [30,] -0.157698428 -1.138200143 -1.161116441 -1.219084971 -0.8438902691
#> [31,] 0.064995627 0.490423923 0.606680766 0.183687960 -0.7924645421
#> [32,] 0.348821384 -0.962507037 -0.674520318 -0.069337460 -0.1139120933
#> [33,] -0.450257286 -1.292751756 -0.750437990 0.543321425 0.2687754591
#> [34,] -0.900011947 -0.950842764 -0.854553653 -0.543675782 -0.0037141070
#> [35,] -0.703517192 -0.875024992 -0.760560346 -0.804798016 -0.4725564486
#> [36,] -0.616186190 -0.450737075 -0.423630490 -0.372967965 -0.3643620621
#> [37,] -0.336726983 -0.915849946 -0.674520318 -1.273738462 -1.2005310247
#> [38,] -0.297428032 -0.488645961 -0.762729422 -1.160383073 -1.4536524598
#> [39,] -0.734083043 -0.597998517 -1.163285517 -1.462664109 -1.4469737940
#> [40,] -0.712250292 -0.466046433 -0.697657132 -1.057823436 -1.2719927491
#> [41,] -0.987342949 -0.686938596 -1.098213227 -1.186697717 -1.4282735296
#> [42,] -0.122766028 -0.979274429 -1.568902790 -0.410078360 -0.5921045671
#> [43,] -0.336726983 -0.837845123 -0.935532503 -1.056473967 -1.0702970409
#> [44,] -0.996076049 -0.738698806 -1.127857271 -1.242025942 -1.2519567516
#> [45,] -1.122706003 -0.899811571 -1.127857271 -0.959986940 -0.7984753414
#> [46,] -0.371659384 -0.750363078 -1.036756065 -1.004519414 -1.0041782491
#> [47,] -0.672951341 -0.807226407 -0.893597027 -1.241351208 -1.5371357828
#> [48,] -0.803947845 -0.791917050 -1.102551380 -1.461989375 -0.8338722703
#> [49,] -0.397858684 -0.548425358 -1.195821662 -1.618527768 -1.0288893127
#> [50,] -0.236296330 -0.544051256 -1.127134245 -1.625275113 -0.8652619997
#> [51,] -0.271228731 -1.294209790 -1.389592481 -0.867548320 -0.3476653975
#> [52,] -0.808314395 -1.260675006 -1.005665971 -0.847306286 -0.3957517915
#> [53,] -0.279961831 -0.358151911 0.153343813 0.465726962 0.8658481848
#> [54,] 0.506017188 0.099670790 -0.089592735 0.442111257 0.6895314067
#> [55,] -0.332360433 -0.251715423 1.143888669 0.975151476 0.7870399279
#> [56,] -0.458990386 -0.230573929 -0.258780689 -0.772410762 -0.5473575060
#> [57,] 2.457865087 0.458347174 0.151897762 -1.161732542 -1.1851700932
#> [58,] -0.083467077 -0.229115895 -0.094653913 -1.188721920 -0.6982953538
#> [59,] -0.253762531 1.131229901 0.344945555 -1.235278598 -0.5894331007
#> [60,] -0.175164629 0.054471734 0.112854388 0.374637811 1.8616372608
#> [61,] -0.144598778 -0.358880928 -1.060615904 -0.324387084 -0.8365437366
#> [62,] 0.724344694 -0.520722711 0.141775406 0.398928251 1.1690596137
#> [63,] -0.489556237 -0.785355896 -1.151717110 -1.347284517 -1.2005310247
#> [64,] 0.864074297 -0.068732146 -1.120627016 -0.115219403 -0.3910767254
#> [65,] 4.453378487 0.079258313 0.296502851 -0.275806203 0.2280355975
#> [66,] -0.402225235 -1.343782949 -0.177801839 -0.035600737 -0.6842701556
#> [67,] 1.466658212 1.075095589 2.146724958 1.711961500 1.5577579653
#> [68,] 0.182892480 1.640083795 2.195167662 2.093861202 2.8233651411
#> [69,] 1.283263108 0.167469375 0.514133509 1.072313237 1.6071800925
#> [70,] -0.572520689 -0.574669972 0.341330428 1.407656261 1.9250845863
#> [71,] 0.060629077 0.488236872 0.997837530 1.568243061 1.4602494441
#> [72,] -0.773381994 -0.813787561 0.002231496 0.890809669 0.6775098082
#> [73,] 0.165426280 -1.406478414 -1.156778288 -0.630041792 -0.5734043027
#> [74,] 0.588981640 -1.464799777 -0.897935180 -0.131413030 0.1445522746
#> [75,] 1.335661709 -1.291293722 -0.661505860 -0.435043535 -0.3516725970
#> [76,] -0.127132578 -0.858257600 -0.986867309 -1.233254394 -1.3875336681
#> [77,] -0.362926284 -1.047073014 -0.991928487 -0.625318651 -0.0564755671
#> [78,] -0.782115094 -0.235677048 -0.007890860 0.205954197 0.5860120863
#> [79,] 0.527849939 -0.107370049 -0.135866364 0.241040389 0.7636645975
#> [80,] -0.284328382 0.076342245 0.089717574 0.297718083 0.0430365539
#> [81,] 0.305155883 -0.494478097 -0.367234505 -0.346653321 0.0457080202
#> [82,] -0.140232228 -0.079667402 0.284211418 0.662749423 0.4778176998
#> [83,] -0.572520689 -0.250257389 -0.240705053 -0.067313257 0.1966458681
#> [84,] -0.192630829 0.297963425 0.258905528 0.197857384 0.3649482471
#> [85,] 0.414319636 0.434289611 0.830095627 0.854374008 0.7002172721
#> [86,] -0.284328382 1.016774226 0.602342613 0.658026282 0.8184296574
#> [87,] 0.353187934 0.346078550 0.712965506 0.898231748 1.1884277446
#> [88,] 4.706638393 -0.040300482 1.272587198 1.900212413 2.8961625987
#> [89,] 0.654479892 0.700380831 0.937826418 1.819244279 2.2563464117
#> [90,] 3.741630819 2.373474937 0.953732978 -1.131369492 -1.4549881930
#> [91,] 2.169672780 3.270894913 1.811241152 -0.057192240 -0.7644141456
#> [92,] 0.597714741 3.633216382 3.503120687 1.595907174 0.1372057422
#> [93,] 1.912046323 -0.735053720 -0.547990866 0.332129540 0.3035045215
#> [94,] -0.563787589 -0.978545412 -0.510393543 0.008931737 -0.6722485571
#> [95,] 1.868380822 -0.967610156 0.026814361 0.844927726 0.3876557110
#> [96,] 3.178345855 -0.549154375 0.008738725 -0.024804986 0.0009609591
#> [97,] -0.376025934 -0.647571676 -0.506778416 -0.594280866 -1.0335643788
#> [98,] -0.367292834 -0.196310128 -0.541483637 -0.750144525 -0.8806229312
#> [99,] -0.271228731 0.246932232 -0.182139992 -0.774434965 -0.7096490858
#> [100,] -0.769015444 0.034059257 -0.952162088 -1.291281558 -0.0083891731
#> [101,] -0.358559733 -0.566650784 -1.237757138 -1.552403792 -1.0469217105
#> [102,] -1.074673951 0.981781408 0.555345959 0.401627189 -0.3296329997
#> [103,] -0.812680945 0.593215326 0.438938863 0.514982578 -0.2261136793
#> [104,] -0.253762531 0.784946808 0.324700843 -0.123990951 -0.1900488838
#> [105,] -0.153331878 0.606337633 0.006569648 -0.045047020 -0.3643620621
#> [106,] -0.332360433 -0.008952749 -0.111283499 -0.391860529 -0.7677534785
#> [107,] -0.965510199 0.142682795 -0.018013217 0.143203893 -0.4465096519
#> [108,] -0.568154139 0.510107384 0.863354798 0.730222869 0.7563180651
#> [109,] -0.314894232 -0.227657861 0.037659742 0.213376276 -0.1139120933
#> [110,] -0.681684442 -0.910017810 -1.010004123 -1.068619187 -1.1357479661
#> [111,] -0.498289337 2.801407940 2.716469006 1.240996851 0.6000372845
#> [112,] -0.493922787 0.580093019 0.561130163 0.247787734 0.1592453394
#> [113,] 0.003863926 0.984697476 1.253788536 1.603329253 1.6312232895
#> [114,] 1.492857513 1.295987752 1.574088807 2.000073112 1.8108794005
#> [115,] -0.402225235 0.327124107 0.313855461 0.297043349 0.5399292920
#> [116,] -0.419691435 -0.311494820 -0.551605993 -0.133437233 0.2313749304
#> [117,] 0.440518937 0.317646885 0.420140201 0.496764747 0.4043523756
#> [118,] 0.073728727 1.683824818 1.970306750 1.985903689 1.7260603444
#> [119,] 0.567148890 0.418251236 0.661630699 1.095928943 0.5926907521
#> [120,] -0.865079546 1.182990111 1.252342486 1.235598975 1.7427570090
#> [121,] -0.860712996 0.604879599 1.104845295 1.673501636 1.4068201175
#> [122,] -0.105299827 2.764957088 3.020862717 2.031785632 1.5898155613
#> [123,] 0.204725231 1.454184450 1.986936335 1.803725386 1.8429369965
#> [124,] -0.367292834 1.306193991 0.728149040 0.675569378 0.7670039304
#> [125,] 0.326988634 0.307440646 0.317470589 0.180314288 -0.0918724960
#> [126,] -0.891278847 -0.002391595 0.365913293 0.287597066 -0.0344359698
#> [127,] -0.589986889 -0.145278935 -0.098269041 0.034571646 0.1699312047
#> [128,] -0.598719989 -0.404809001 -0.015121115 0.077754651 0.0677476175
#> [129,] 0.095561478 -0.429595581 -0.266733969 -0.088904759 -0.0725043651
#> [130,] -1.035375000 -0.191936026 -0.011505988 0.029848505 0.0931265476
#> [131,] -0.393492134 -0.273585934 -0.216122188 0.035921115 -0.4605348501
#> [132,] 0.431785836 0.254222403 0.132376075 0.257234016 0.0457080202
#> [133,] -0.716616842 0.089464552 -0.047657260 0.314586445 0.2747862584
#> [134,] 0.318255534 -0.200684230 -0.198769577 -0.013334500 -0.1913846169
#> [135,] -0.092200177 1.366702405 1.044111158 0.432664974 0.0877836150
#> [136,] -0.463356936 0.409503032 0.441830965 0.178964819 -0.3469975309
#> [137,] 0.130493879 0.023124001 0.425201380 0.510934171 0.1305270763
#> [138,] 0.999437351 0.296505391 0.158404991 -0.198211741 -0.6121405646
#> [139,] 0.043162877 0.168927409 0.289995622 0.097321950 -0.8125005396
#> V14 V15 V16 V17 V18
#> [1,] 3.02484628 2.12340712 2.43233153 2.167908679 1.638629968
#> [2,] 1.45672881 1.62442270 1.33901508 0.942161926 1.124211502
#> [3,] -0.47983612 -0.78184734 -0.74929331 -1.352000309 -0.924908160
#> [4,] 0.70653939 0.63607894 0.64073696 1.149037419 0.596184083
#> [5,] 0.46407310 1.08744454 0.69033428 0.333637851 -0.154641357
#> [6,] 0.49509359 1.19230726 0.22742592 -0.624343181 -1.345619255
#> [7,] 0.36658013 -0.78995267 -1.18218224 -1.482101168 -0.335834860
#> [8,] -1.34777680 -1.55742617 -1.18348743 -0.545299345 -0.554355781
#> [9,] -1.15532314 -1.33959540 -1.28181195 -1.168951427 -1.256188985
#> [10,] 0.23046981 -0.02298576 -0.49173528 -0.122849755 0.689113798
#> [11,] -0.12215087 -0.01791992 0.20958829 0.518199535 -0.040714970
#> [12,] -0.92361906 0.11075220 -0.23722269 -0.744610835 -0.955236686
#> [13,] 0.92431590 0.25158232 0.82998991 0.816221269 0.828313957
#> [14,] -1.05972938 -0.57161532 0.65291876 0.969014138 0.365609517
#> [15,] 1.45293039 0.86556112 1.36250854 1.521942787 1.236193753
#> [16,] -1.01794668 -0.85631506 -0.61920910 0.077974536 0.507142640
#> [17,] -0.65519686 -0.21903344 0.08080927 0.593461368 0.829091612
#> [18,] -1.16228692 -0.78590000 -0.55220921 -0.391750076 -0.327669488
#> [19,] 1.37316341 1.53779698 1.45648242 0.334772452 -0.327280660
#> [20,] -1.10847587 -1.01031635 0.25570510 0.955777132 0.929797872
#> [21,] -0.21964384 -0.28184975 0.14345852 1.028769765 0.417323543
#> [22,] -0.26142654 0.27285881 0.49760082 -0.473819513 -0.390659504
#> [23,] -1.39589021 -0.55388491 0.55154879 1.120672406 1.211697636
#> [24,] -0.55643774 -1.09592890 -0.79062442 -0.680695006 0.786320613
#> [25,] -0.69824570 -0.61366173 -0.67272201 -0.721540625 -1.306736529
#> [26,] -1.46046348 -1.04780350 -1.36447416 -1.151176019 -0.898467906
#> [27,] -1.29713110 -1.06300100 -0.94637742 -0.993088347 -1.343286292
#> [28,] 0.12727920 0.51804507 -0.52262484 -1.362211714 -1.251134231
#> [29,] -0.15886900 -0.55540466 -0.45867040 -0.293796232 -0.713774957
#> [30,] -0.94640963 -0.72105736 -0.42734577 -0.854288885 -0.743325829
#> [31,] 0.20008239 0.86758745 1.49737846 1.165678227 1.397168239
#> [32,] -1.16481921 -1.35529948 -0.99640981 -0.766546445 -0.417488585
#> [33,] -0.12405008 -1.57363683 -1.42755847 -0.795667858 -0.037604352
#> [34,] -0.27851947 -0.52298334 -0.55917024 -0.504831927 -0.648840805
#> [35,] -0.29181396 -0.33909365 -0.81281269 -0.708681819 -0.593238507
#> [36,] -0.28231789 -0.79603167 -0.79628025 -0.654220994 -0.483200392
#> [37,] -1.33195002 -1.32237158 -1.18305237 -0.956024731 -0.811370600
#> [38,] -0.87234029 -1.29906875 -1.30922100 -0.634554586 -0.770154910
#> [39,] -1.10467744 -1.25195652 -1.35359755 -0.839539078 -0.664782722
#> [40,] -1.12873415 -1.05134958 -1.17826666 -0.805879263 -0.708331376
#> [41,] -1.53579896 -1.23625244 -1.11213689 -0.843321080 -0.330002451
#> [42,] -1.23698933 -0.91963796 -0.70535182 -0.831218674 -1.382169018
#> [43,] -0.79573867 -0.44699587 -0.74624786 -0.884544898 -1.125543026
#> [44,] -1.33448230 -0.90444046 -0.95159819 -1.134535211 -1.277574485
#> [45,] -0.93501435 -0.72257711 -0.92288395 -1.055491375 -1.132153089
#> [46,] -0.90399385 -0.80666991 -0.84196200 -1.003299752 -1.171424643
#> [47,] -1.37436579 -0.89076272 -1.06906553 -1.210931646 -1.064108319
#> [48,] 0.24376431 0.77589590 1.18195688 1.312419893 1.231527826
#> [49,] 0.01712480 1.17103077 1.79235202 1.540474596 1.320958096
#> [50,] -0.10632409 1.25157749 1.92504662 1.664524252 1.349731313
#> [51,] 0.64513148 0.98815424 1.30246968 1.230350456 1.205476400
#> [52,] -0.02719018 0.42736668 0.39188021 0.424405892 0.629623227
#> [53,] 0.87430327 1.12087903 1.46170319 1.463321761 1.759555246
#> [54,] 1.15285462 1.79311489 1.61049517 1.987128997 2.008793520
#> [55,] 1.30352557 1.63962020 1.83585845 2.099454448 2.076449463
#> [56,] 1.15538690 2.03931431 1.72013136 1.375957521 0.568577347
#> [57,] 0.94963875 1.75512116 1.23808017 1.058269378 0.378051990
#> [58,] 0.62867163 0.96991725 1.50477455 1.813156919 1.788717290
#> [59,] 1.27946886 1.56008664 1.28376192 1.224299253 0.752492642
#> [60,] 2.46711052 2.36606046 1.43516427 -0.285854028 -1.031058002
#> [61,] -0.24623283 -0.16837512 -0.38079390 -1.349731108 -1.267076149
#> [62,] 1.75110694 0.60720370 -0.70578689 -0.795667858 -0.567187080
#> [63,] -1.24268697 -1.48245186 -1.14085114 -0.999139550 -0.391825986
#> [64,] 0.11145242 0.03425814 -0.23069673 -0.562696553 -0.655062041
#> [65,] 0.17919104 0.19636476 0.04469894 0.044692921 0.004000165
#> [66,] 0.43685104 0.63861186 0.73949654 0.131678960 -0.335446033
#> [67,] 1.50420916 1.66444277 2.11081905 2.086973842 1.817879335
#> [68,] 2.56270428 2.07426855 1.53914463 1.646748844 1.865705088
#> [69,] 1.19970189 1.35644021 1.46518371 1.804458315 1.730782029
#> [70,] 1.69096517 1.59504088 1.58091080 1.789330308 2.076449463
#> [71,] 1.23642002 1.18268218 1.51652129 1.498494377 1.754889319
#> [72,] 1.09777742 1.46535559 1.13584007 1.420585142 1.768498273
#> [73,] -0.13671151 0.02058040 0.50760730 0.791260058 0.947295099
#> [74,] 0.46090775 0.63202628 0.66945120 0.877489697 0.953905162
#> [75,] -0.12025165 0.27691148 0.35315949 0.914931514 1.550366180
#> [76,] -0.66532600 -0.32389616 0.14693904 0.295817834 0.797596604
#> [77,] 0.04308073 0.15330519 0.49803588 0.659268198 0.703889234
#> [78,] 0.87050484 1.00588465 1.26244377 1.185344636 1.409221884
#> [79,] 1.28579958 1.31692672 1.19935945 1.191017638 1.301127906
#> [80,] 0.18805404 0.24449016 0.28093883 0.188030786 0.619902546
#> [81,] 0.34885414 0.35847137 0.22002983 0.403226683 0.639343909
#> [82,] 0.30137379 0.53324256 0.67206158 0.744741437 0.861753102
#> [83,] 0.51281959 0.56769022 0.64465254 0.653595196 0.804206667
#> [84,] 0.80276622 0.97903575 0.97182085 1.122563407 1.134321011
#> [85,] 1.04966400 1.05958247 0.42189964 0.214504797 0.467482260
#> [86,] 1.08384985 0.97447650 1.18326207 1.572621610 1.483876718
#> [87,] 1.85556370 2.35643538 1.92243623 1.444411752 1.678679176
#> [88,] 2.52218772 1.77538448 1.77755984 1.934180973 1.658460158
#> [89,] 3.05333449 2.59351630 2.24612403 2.167908679 1.653016576
#> [90,] -0.77484732 0.32149080 -0.10931380 -0.463986309 -0.867750552
#> [91,] 0.84075049 0.62949336 0.31574397 -0.341071253 -0.256514099
#> [92,] -0.67608821 -0.25601401 -0.05058013 -0.665945200 -0.837033199
#> [93,] -0.54124403 -0.62885922 -0.55394947 -0.934845521 -0.870083516
#> [94,] -1.25344918 -0.65469496 -0.26941745 -0.196598788 -0.806315845
#> [95,] -0.89196550 -0.70079403 -0.23722269 -0.751040238 -0.965346195
#> [96,] -0.02655711 0.27893781 -0.31509919 -0.117933152 -0.998007685
#> [97,] -0.27978561 0.04945564 0.05949112 -0.991197346 -0.930740569
#> [98,] -1.03883803 -0.34871873 -0.01142435 0.195216589 0.272290975
#> [99,] 0.05067758 0.56110463 0.75776924 0.965232136 0.584908092
#> [100,] 0.46787153 0.92229843 1.19152830 1.060160379 1.116823784
#> [101,] -0.25636197 0.51044632 0.98704810 1.197825241 1.349342486
#> [102,] -1.11797193 -0.59289182 -0.63182597 -0.884923099 -1.161315134
#> [103,] -0.71660477 -1.05793516 -0.77148159 -0.579337361 -0.538802690
#> [104,] -0.76788354 -0.94192762 -0.36295626 -0.239335407 -0.300451580
#> [105,] -0.57226452 -1.01436901 -1.15738358 -0.935601921 -0.962235577
#> [106,] -0.84195287 -0.82186741 -0.82064385 -0.504453727 -0.369662832
#> [107,] -1.46299576 -1.05286933 -0.45475482 -0.017710107 0.240795967
#> [108,] 0.18298947 -1.10808690 -1.18087705 -0.310815240 0.303785983
#> [109,] -0.71280634 -1.31933208 -0.51653394 0.002334502 0.634289154
#> [110,] -1.26357832 -1.35327315 -1.28224702 -1.117516203 -0.739437556
#> [111,] -0.09809416 -0.82946616 -1.49281811 -0.939005723 -0.103316159
#> [112,] -0.27345490 -0.80565675 -1.10735119 -0.553997949 -0.054712751
#> [113,] 0.87303713 -0.01842651 -0.39036531 -0.371327267 -0.555522262
#> [114,] 0.83821821 -0.11163781 -0.15717087 -0.110747349 -0.305117507
#> [115,] -0.01073033 -0.28083659 -0.80324128 -0.932954520 -0.943183041
#> [116,] 0.17602569 -0.26006668 -0.78192313 -1.174624429 -1.079272582
#> [117,] 0.59005428 0.04033714 -0.69665054 -0.825167472 -0.937739459
#> [118,] 0.65146219 -0.52045042 -0.90026061 -0.745367236 -0.754212992
#> [119,] 0.58309050 -0.15571055 -0.29639143 -0.545677545 -0.625899996
#> [120,] 0.81289536 0.03071206 -0.15543061 -0.318379243 -0.703276621
#> [121,] 0.70147482 0.15330519 -0.17674876 -0.453774904 -0.666726859
#> [122,] 0.19944932 -0.64355013 -0.43387173 -0.503319126 -0.480478601
#> [123,] 0.56726372 -0.16330929 -0.33859266 -0.471550312 -0.754601820
#> [124,] 0.18488868 0.02969889 -0.37035235 -0.735155831 -1.274852694
#> [125,] 0.10638785 -0.24233627 -0.57396242 -0.865256690 -1.061775355
#> [126,] -0.29877775 -0.71041911 -1.04470194 -1.063055379 -0.867361725
#> [127,] -0.02085947 -0.53007550 -0.91722811 -0.684098808 -0.606458633
#> [128,] -0.03985161 -0.04223592 -0.85327367 -0.959806732 -0.946293659
#> [129,] -0.13671151 -0.70231378 -1.03034482 -0.797180659 -0.872027652
#> [130,] -0.24180133 -0.70535328 -1.06514996 -0.847103081 -0.795817509
#> [131,] -0.81789617 -0.62429997 -0.89939048 -1.115625203 -0.933073532
#> [132,] -0.45894477 -1.06756024 -0.75103357 -0.834244276 -0.947848968
#> [133,] -0.06454139 -0.51842409 -0.65531944 -0.803610062 -0.669059822
#> [134,] -0.46084398 -0.86999281 -0.86589053 -0.711329220 -0.511195955
#> [135,] -0.79700481 -0.77678151 -0.78757897 -0.824411071 -0.770543737
#> [136,] -1.28193739 -0.74537335 -0.71927388 -0.580850161 -0.698999521
#> [137,] -1.02364432 -1.03209942 -1.00902667 -0.895134503 -0.867361725
#> [138,] -1.28890117 -1.31173333 -1.02251366 -0.962454134 -0.902356179
#> [139,] -1.73838175 -1.31679916 -1.04818245 -0.831218674 -0.783375037
#> V19 V2 V20 V21 V22
#> [1,] 1.12862336 0.50863678 0.835454261 -0.36874901 -0.932639039
#> [2,] 1.47796141 0.69012522 1.139944234 0.73635527 0.147124950
#> [3,] -0.40151590 -0.57414169 -0.626173638 -1.35742123 -1.078216158
#> [4,] -1.18434194 0.94851554 -0.374142612 -0.79446623 -0.836123822
#> [5,] -1.18743001 1.84057735 -0.527337942 0.63592761 1.352760867
#> [6,] 0.60828337 0.58553866 1.437591736 0.67953962 -0.409848281
#> [7,] 0.88813982 0.05337765 1.636403541 1.46775665 1.012946874
#> [8,] -0.71881521 -0.56798954 -0.489324212 -0.02625471 0.515089214
#> [9,] -1.49662314 -0.90635782 -1.716787538 -1.71511972 -1.068162489
#> [10,] 0.83795866 -0.83560809 1.160471648 1.41654255 1.397801301
#> [11,] -0.29034534 0.79163570 0.308964107 -0.88089003 -1.762267757
#> [12,] -1.00639184 -0.74332583 -0.567252358 -1.19057529 -0.072447169
#> [13,] 0.79395365 0.76702710 -0.058628657 -0.29392841 -0.003680077
#> [14,] -0.77478650 -0.81715163 -0.910136198 -0.68163516 -0.320973852
#> [15,] 1.20235106 -0.64181535 1.422766381 1.54697846 1.147263884
#> [16,] 0.63453198 0.46557173 0.892854992 0.87439327 0.579834839
#> [17,] 0.38053812 0.66859269 -0.289752132 -1.15536560 -1.752616235
#> [18,] -0.33087627 -0.63873927 -0.533420138 -0.67403307 -0.923389664
#> [19,] -0.94810450 -0.17732799 -0.864899860 -0.50758724 0.103290955
#> [20,] 1.10623485 -0.25422987 1.437211599 1.48976271 0.732650599
#> [21,] -1.10945622 -0.15271939 -1.136317888 0.53590007 0.358654133
#> [22,] 0.65267439 -0.42956616 0.641204103 -0.43236653 -0.776203958
#> [23,] 0.43303533 -0.62951105 -0.805598442 -0.96051195 -1.507708873
#> [24,] 1.25253222 0.36713732 1.000433847 0.75356000 1.049944374
#> [25,] -0.49724611 -0.69410863 0.090385163 -0.65482778 -0.601270128
#> [26,] -0.54665525 -0.58952207 -0.647081190 -0.48358063 0.973938641
#> [27,] -1.77802362 -0.42033793 -1.549527128 -1.05973927 -0.090543772
#> [28,] -1.05271291 -0.38650110 -1.150002831 -1.45664856 -0.992558903
#> [29,] -1.01179597 -0.53107664 -0.994146540 -0.73364948 -0.678482301
#> [30,] -0.03210539 0.27485507 -1.310800907 -0.46237479 -0.444835047
#> [31,] 1.42546420 -0.05736106 1.534526746 1.54697846 0.939354021
#> [32,] -1.27698408 -0.23577342 -0.898732079 -0.02185350 0.248063781
#> [33,] -0.49454404 -0.98325970 0.002573447 0.14019112 0.347394025
#> [34,] -0.45401311 -0.95865109 -0.353235061 -0.18749911 0.037338891
#> [35,] -0.39495375 -0.85406454 -0.414817302 -0.49638416 -0.283574205
#> [36,] -0.41464020 -0.78639088 -0.405694007 -0.24351453 -0.152876516
#> [37,] -0.69719871 -0.71871723 -0.650122288 -0.27832412 -0.103010321
#> [38,] -0.77440049 -1.04170512 -0.358176845 -0.07026683 0.351415492
#> [39,] -0.73618561 -0.63258712 -0.400372085 -0.06986672 0.293506362
#> [40,] -0.56363964 -1.08169410 -0.072313600 0.21581194 0.646591197
#> [41,] -0.25058642 -0.80484733 -0.150621882 -0.08907201 0.078357858
#> [42,] -1.55259443 0.25332254 -1.693599163 -1.56427819 -2.285058515
#> [43,] -1.68074938 -0.43879438 -1.655585433 -1.65190232 -1.930365093
#> [44,] -1.54603228 -0.72486938 -1.647602550 -1.59548678 -1.400335694
#> [45,] -1.40706907 -0.86021669 -1.536222322 -1.55107455 -1.767897811
#> [46,] -1.42945759 -0.52800056 -1.594383329 -1.48225561 -1.429692406
#> [47,] -0.81415941 -0.41726186 -0.902153314 -0.93490490 -0.286791379
#> [48,] 1.17803250 -0.81407556 0.953676959 0.86559085 0.870184783
#> [49,] 1.35714063 -0.78023873 1.196964828 1.31211380 1.219248150
#> [50,] 1.52273845 -0.51877234 1.302262859 1.54697846 1.449678231
#> [51,] 1.00664455 -0.02044815 1.142985332 1.54697846 1.006110380
#> [52,] 0.75651079 -0.83560809 0.873467990 1.34412261 1.459329752
#> [53,] 1.89137694 0.03492120 1.443673933 1.19328108 1.197532226
#> [54,] 1.45557290 0.19487711 1.006516043 0.57110977 0.742302120
#> [55,] 1.66247367 -0.05428498 1.076461306 0.78916981 0.840023777
#> [56,] -0.34747466 0.03799727 -1.069413724 -0.39435606 0.481711035
#> [57,] -0.50766835 0.29638759 -1.102105532 -0.33473965 0.533185817
#> [58,] 0.90087811 -0.35574035 -0.439906364 -0.41236102 0.233586498
#> [59,] -0.22819791 -0.20501267 -1.009732169 -0.84608044 0.170047314
#> [60,] -0.93575221 1.38531822 -0.502248880 -0.34154152 -1.159047652
#> [61,] -0.81454542 -0.50954411 -0.648221601 -1.01452682 -1.595779008
#> [62,] -0.84349609 0.24409431 -0.526577667 -0.66963186 -1.605028383
#> [63,] -0.70955100 -0.65104357 -0.997947913 -1.61029086 -1.716020882
#> [64,] -0.83075779 -0.24192557 -1.479201728 -1.14816362 -1.020307027
#> [65,] 0.05976473 6.09478936 -0.716646315 -1.55667610 -1.768702105
#> [66,] -0.63698133 0.20102926 -1.123393220 -1.49585935 -2.108918244
#> [67,] 1.08732041 2.17586955 0.670094537 0.30983783 -1.013872680
#> [68,] 1.42121811 -0.68795648 0.871567304 -0.14948864 -1.331166455
#> [69,] 1.39844358 2.62190045 0.785276138 0.47708388 -0.462127357
#> [70,] 1.77171418 -0.32190353 1.296940937 0.62072343 0.252085248
#> [71,] 1.88172672 0.50863678 1.631081619 0.84278457 0.051011880
#> [72,] 1.82652745 -0.54953309 1.525783588 1.00522930 0.785733968
#> [73,] 1.24790011 0.20102926 1.182139474 0.77596617 0.456777937
#> [74,] 0.96572761 0.60707119 1.160091511 0.91320396 0.644580463
#> [75,] 1.64471726 0.35790910 1.424286930 1.20448416 1.122330787
#> [76,] 1.08925046 -0.88174921 1.049471558 1.05044175 1.226888938
#> [77,] 1.14522175 -0.72794545 1.287817642 1.10925794 1.193108612
#> [78,] 1.51810634 -0.41726186 1.506776723 1.54697846 1.452091111
#> [79,] 1.29537921 0.24101824 0.881450873 1.06844670 0.809460625
#> [80,] 0.85069696 -0.77408658 1.171495629 1.28650674 1.304101112
#> [81,] 0.73142021 0.37021340 0.689861677 0.89839988 0.912812337
#> [82,] 0.86034718 -0.28191455 0.945313939 0.90520176 0.909193016
#> [83,] 0.85262700 -0.97403147 0.939611879 1.12326180 1.325817036
#> [84,] 1.01359271 -0.73409760 0.941892703 1.14486775 1.156513259
#> [85,] 0.95684940 -0.10350219 0.523361541 0.31383893 0.909595163
#> [86,] 1.25214621 1.52374160 1.076841443 0.74635802 0.870989076
#> [87,] 1.82498341 0.70242952 1.277934072 1.10285618 1.204770868
#> [88,] 1.56172534 2.67111765 0.840776183 0.73075372 0.648199784
#> [89,] 1.41002385 0.27177899 0.861303597 0.40906515 0.486536796
#> [90,] -0.40151590 2.47732492 1.054793480 1.45775390 -0.680090888
#> [91,] 0.08678535 1.07463462 1.288577916 1.52257174 -1.078618304
#> [92,] -0.69797073 1.67446929 -0.284810348 0.15739586 0.837610897
#> [93,] -0.57560591 2.74186738 -1.448410607 -1.41223633 0.080770738
#> [94,] -0.54819928 0.82854860 -0.802937481 -0.21110561 -0.458508036
#> [95,] -1.25343753 3.74159183 -0.172289708 -0.31673469 -0.029417468
#> [96,] -0.72653539 1.45299187 -0.864899860 -1.18017243 -1.401139987
#> [97,] -0.72614938 0.54554968 -0.100443759 0.81037565 1.459329752
#> [98,] 0.42145507 -0.24500164 0.871187166 1.25249738 1.459329752
#> [99,] 0.65730650 -0.13118686 1.069998972 1.51536976 1.459329752
#> [100,] 1.25716432 -0.88790136 1.130060664 1.39293605 1.394181981
#> [101,] 1.50768410 -0.70641293 1.513999332 1.21168614 1.113483558
#> [102,] -1.49469309 -0.91866212 -1.793575271 -1.83115167 -1.238672706
#> [103,] -1.06390717 0.29331152 -1.657486120 -2.22365974 -2.063073516
#> [104,] -0.81840551 -0.42341401 -1.292934454 -1.80434429 -2.022054549
#> [105,] -1.33334138 0.23179001 -1.855157513 -2.20405435 -1.604626236
#> [106,] -0.30539969 -0.63258712 -0.554707827 -0.40715959 0.052218320
#> [107,] 0.29214209 -1.01709652 0.202525665 0.24782075 0.603963643
#> [108,] 0.52876554 -0.49108766 0.629419847 0.70434645 0.761203017
#> [109,] 1.03520921 -0.90020566 0.785276138 0.78636904 0.853294620
#> [110,] -0.55591946 -0.18655622 -0.133515704 -0.12948313 -0.076468636
#> [111,] 0.71404981 -0.68180432 0.941512566 0.96681872 0.943375489
#> [112,] 0.59477306 0.26562684 0.784135726 0.33064356 -0.795507002
#> [113,] -0.22086374 -0.72179330 0.273231201 0.36425281 0.781310354
#> [114,] 0.06941495 1.08078677 0.599769138 0.62752530 0.881042745
#> [115,] -0.59143228 -0.59259814 -0.048745087 0.43027099 0.782918941
#> [116,] -0.66014186 0.11182308 -0.644040091 -0.74085147 -0.383306596
#> [117,] -0.66322993 0.19180103 -0.396190575 0.13619002 0.135462694
#> [118,] 0.04200832 -0.42033793 0.485727949 0.82758038 0.968710733
#> [119,] -1.03920260 -0.11273041 -0.076114973 0.26742615 -0.020570240
#> [120,] -0.40074388 -0.15271939 0.461019025 0.60671957 0.120181118
#> [121,] -0.28918731 0.14258383 0.624858199 0.80557432 0.696457392
#> [122,] 0.32765490 0.07798625 0.724454171 1.13046378 0.714151849
#> [123,] 0.13233440 0.82239645 0.878789912 1.04724087 0.923268152
#> [124,] -0.63698133 -0.51262019 -0.453211169 -0.49758449 -1.083444065
#> [125,] -0.87785088 -0.24192557 -0.902913589 -1.05213718 -1.225401863
#> [126,] -0.71070903 -0.25730595 -0.737934003 -1.11175359 -1.315482732
#> [127,] -0.58988824 -0.36496858 -0.508331077 -0.74645301 -1.060119554
#> [128,] -1.03186843 -0.45417476 -0.939406769 -0.81287130 -1.030762843
#> [129,] -0.81493143 -0.32497960 -0.866420409 -0.93930611 -0.971245126
#> [130,] -0.89637931 -0.27883847 -0.864519722 -0.92170126 -0.952344229
#> [131,] -1.05850304 -0.72794545 -0.955372536 -0.89129289 -1.101942815
#> [132,] -0.71765719 -0.76793443 -0.490464624 -0.42516455 -0.171777413
#> [133,] -0.07804045 -0.66642395 0.192642095 0.55910646 0.541630899
#> [134,] 0.05127253 0.19487711 0.404378568 0.65313235 0.626081713
#> [135,] -1.02916637 0.06260588 -1.437386626 -1.33301451 -0.080087957
#> [136,] -1.18356992 -0.03582853 -1.475020218 -0.80166821 0.204229786
#> [137,] -1.15037316 -0.78946696 -1.226030290 -1.14496274 -0.169766679
#> [138,] -1.21136256 0.24409431 -1.606167585 -1.18817463 -0.194297630
#> [139,] -0.87707886 -0.01429600 -0.504529704 -0.17949690 0.248868074
#> V23 V24 V25 V26 V27
#> [1,] -1.105403322 -1.331535096 -1.601769934 -1.62449241 -1.499752018
#> [2,] -0.966797955 -1.448456142 -0.691916725 -1.96102189 -0.777431588
#> [3,] -0.445790282 -0.921871883 -1.649864049 -0.71197153 -0.702750321
#> [4,] -0.374012503 -0.678799182 -1.640682446 -2.01575604 -0.004520623
#> [5,] 1.135795956 -0.608470733 -0.719461536 -0.07397662 -0.519259250
#> [6,] 0.071092231 0.980512654 0.305817549 0.52211246 0.749117758
#> [7,] 0.031078182 -1.168021453 -1.547554750 0.15693306 1.045835266
#> [8,] 1.058655469 1.220068932 1.002744995 0.23347535 0.515036151
#> [9,] -0.930084034 -0.543416918 -0.113475689 0.20397022 0.260075910
#> [10,] 1.172922393 0.480301563 -0.035213448 -0.79663842 -1.572425724
#> [11,] -1.277422482 0.976556678 1.074448948 -1.01728545 -1.700508113
#> [12,] -0.322860522 -1.559663001 -1.903013981 -0.59865474 0.457218396
#> [13,] 0.500108842 0.357226777 -0.495605293 -0.91380370 -1.134375925
#> [14,] -0.352561673 -0.338585311 0.532734327 1.20586170 1.130955850
#> [15,] 0.495983683 -0.647590933 -1.028138310 -0.46053654 -0.625659981
#> [16,] 0.820633753 0.187119842 -1.220514769 -1.88276917 -1.451169043
#> [17,] -1.878870770 -2.310858744 -1.936679861 -1.82290369 -1.614986017
#> [18,] -1.373951220 -1.288458921 -1.070111356 -0.76157436 0.219121667
#> [19,] 0.310351495 0.997655213 1.349459841 0.32113551 -0.567440713
#> [20,] -0.349674061 -0.241444142 0.056602590 -0.05302371 -1.174527144
#> [21,] -1.338062330 -1.810647652 -0.376244444 -0.47122680 -0.818787344
#> [22,] 0.144520074 0.522938185 0.379270378 0.83127487 0.772003952
#> [23,] -1.180068713 0.183603420 0.769269928 0.52339529 0.307454349
#> [24,] 1.248825332 0.690847356 -0.125717828 -1.60696037 -1.988392353
#> [25,] 1.387430699 0.761175804 -0.959932111 -0.70897826 -0.324927350
#> [26,] 1.224899406 0.809966166 -0.003733663 -0.02651185 -0.534918226
#> [27,] 1.035142058 1.064027687 0.771018805 0.75815347 0.621035369
#> [28,] -0.104227057 0.480741115 0.049169863 -0.05345132 -0.003717598
#> [29,] -0.873156830 -0.842752378 -0.304540491 -0.18301731 -0.150269548
#> [30,] -1.233283273 -0.516604197 -0.766243994 -0.54905192 -1.204640559
#> [31,] -0.068338168 -0.426495872 0.570335180 0.32327356 -0.359457399
#> [32,] 0.723692499 0.707550362 0.348227813 -0.33524666 -0.510024470
#> [33,] 0.662227619 0.801175110 1.349459841 0.67690747 -0.177973889
#> [34,] 0.056654172 0.278546826 0.849281046 1.03481748 1.202023508
#> [35,] -0.166104453 -0.088919319 0.598317211 0.77996161 0.879207707
#> [36,] -0.322860522 0.075033877 1.130850228 1.22253851 1.202023508
#> [37,] 0.158958133 0.293052068 0.463216470 0.90054778 0.723019465
#> [38,] 0.881273601 0.998094766 1.035536437 1.25845779 1.202023508
#> [39,] 0.655214848 0.651287603 0.940659865 1.19859232 1.202023508
#> [40,] 1.087531587 0.915898392 0.996186706 1.28325920 1.130152826
#> [41,] -0.135578271 -0.415507052 -0.854999496 -0.57812944 -0.040255208
#> [42,] -1.887946121 -2.004050886 -2.627486239 -2.01874932 -0.455418812
#> [43,] -1.663124917 -0.684513368 0.667397848 1.28325920 0.673633466
#> [44,] -0.989486334 -0.340783075 0.548037000 1.12162242 0.511422541
#> [45,] -1.348375230 -0.490231029 0.695817098 1.28325920 0.582490199
#> [46,] -0.968035503 -0.219906054 0.938910988 1.28325920 0.433930689
#> [47,] 0.349127996 0.797219134 0.933227138 0.21893659 -0.059527793
#> [48,] 0.921287650 0.857437869 0.903496230 1.14086490 1.202023508
#> [49,] 1.143633759 1.343583270 1.229224554 0.98778033 0.941442097
#> [50,] 1.334628654 1.238530150 0.916175588 1.16523870 1.071532046
#> [51,] 0.585912164 0.798537793 0.941097084 1.03952120 0.738678441
#> [52,] 1.240987529 1.093917277 0.762711640 0.38313904 -0.202867645
#> [53,] 0.349540512 -0.790006041 -1.227510277 -1.52058305 -0.010141794
#> [54,] 0.136269755 -0.219466502 0.015066763 0.43402469 -0.382745106
#> [55,] -0.175179804 -0.495945215 0.363530486 0.51527069 -0.564228616
#> [56,] 0.808258274 1.343583270 0.674830575 -0.08637733 -0.014156915
#> [57,] 0.827646524 1.037654518 1.074886167 -0.32156312 -0.394388959
#> [58,] 0.461332341 0.624474882 0.161535204 -0.25656632 -0.500789690
#> [59,] 0.684915998 1.343583270 0.579954003 0.04960282 0.288984788
#> [60,] -2.147831184 -0.655063330 -0.251636965 0.30488631 -0.067558037
#> [61,] -1.001861813 -0.557482608 -0.358318456 -0.28906472 -0.183595060
#> [62,] -0.091439062 0.889085670 0.876388638 0.22663358 -0.067558037
#> [63,] -1.877633222 -2.048885272 -2.696129657 -2.15088097 -1.172519583
#> [64,] -1.284435254 -0.673964101 -0.736950305 -1.07928898 -0.669023297
#> [65,] -0.948647252 -0.180785855 -0.806030943 -1.79724706 -1.141603145
#> [66,] -1.683338199 -0.779896327 -1.370480964 -1.24733992 -0.663803639
#> [67,] -2.460930807 -2.831289264 -1.834807782 -1.77885981 -1.916120159
#> [68,] -2.505482532 -2.946891651 -1.906074516 -0.91380370 -0.794696613
#> [69,] -1.460167058 -1.657683277 -2.030244776 -2.29156483 -2.112058108
#> [70,] 0.003027096 -0.430451848 -1.400211871 -2.59901681 -2.619971028
#> [71,] -0.270883510 -0.914839038 -1.645491857 -2.33304306 -2.416002835
#> [72,] 0.676253162 0.467554531 -0.354820702 -0.91765220 -1.064512804
#> [73,] 0.366866183 0.155911593 -0.322029260 -0.87788442 -0.993846659
#> [74,] 0.721217403 1.043368705 0.717678059 -0.35791001 -1.151239437
#> [75,] 1.103207194 0.729967555 0.180772850 -0.52852662 -1.142004657
#> [76,] 1.387430699 1.313254126 1.163641670 0.70470215 0.083812059
#> [77,] 1.387430699 0.948864852 0.691882125 0.37116594 0.273727325
#> [78,] 0.933250613 0.241624390 -0.238957607 -0.10904069 0.080599961
#> [79,] 0.501346390 0.675023455 0.227555307 -0.24202756 -0.599160176
#> [80,] 1.026891739 1.098752358 1.349459841 1.05021146 0.726231563
#> [81,] 0.980689950 1.093917277 1.146590120 1.28325920 1.020138486
#> [82,] 0.870548185 1.170839018 1.225289581 0.90738955 0.630270149
#> [83,] 1.387430699 1.296551120 1.076635044 0.85180018 0.874389561
#> [84,] 1.125483056 1.278969008 1.251522734 1.28325920 1.160266240
#> [85,] 1.019053935 1.056115736 0.424303959 0.67819030 0.905305999
#> [86,] 1.239749981 1.343583270 1.068327879 1.03054138 0.828617171
#> [87,] 1.025241675 0.436346282 -0.085493659 -0.29120277 -0.859741587
#> [88,] 0.445244218 -0.144302972 -0.897846981 -0.61020023 -0.927195635
#> [89,] -0.109177249 -1.640980270 -2.115065306 -2.01832171 -1.484494555
#> [90,] -2.486094281 -2.109983112 -2.433360902 -1.77244565 -2.163853180
#> [91,] -2.320262860 -2.942935676 -2.009258253 -1.29052858 -1.906082354
#> [92,] 1.279764030 1.343583270 -0.108666278 -0.71667525 -1.197413339
#> [93,] 1.277701450 1.236771939 0.509561708 -0.20439783 -0.839665978
#> [94,] -0.481679172 0.004705429 -0.245515895 -0.10348175 0.599353711
#> [95,] 0.742668234 -0.082326027 -0.475930428 -0.36688984 0.723822490
#> [96,] -1.248546364 -1.924052276 -1.227510277 -1.02968616 -0.917157831
#> [97,] 0.851572451 -0.023865504 -0.268688514 -0.53921688 -0.521668323
#> [98,] 1.007916004 0.216130327 -0.593105180 -1.63646550 -2.293140105
#> [99,] 0.555385983 -0.666931256 -1.294842038 -0.77825117 -0.544554518
#> [100,] 0.853222515 -0.237488166 -0.807342601 -0.68588729 -0.029012866
#> [101,] 0.500933874 -0.795280675 -1.519135501 -1.58600746 -1.780810551
#> [102,] -0.564594882 -0.089358872 0.433922782 0.82913682 0.959108633
#> [103,] -1.401589790 -1.136813204 -0.515717377 0.35320630 0.901692390
#> [104,] -1.893721345 -1.385600091 -0.499540266 0.23347535 0.562013077
#> [105,] -0.747751974 -0.251114303 0.269965572 0.83811664 1.178334289
#> [106,] 0.445656734 0.680298089 0.957711414 0.81801895 0.474884932
#> [107,] 0.964189311 1.267980188 1.349459841 0.62473899 -0.381942081
#> [108,] 0.849922387 0.392391002 0.099012855 -0.55632130 -1.645500943
#> [109,] 1.156421754 1.101829228 1.198619208 0.44728062 -0.817984320
#> [110,] -0.314197687 -1.012859313 -0.651255337 0.15736068 0.836245903
#> [111,] 0.810320853 0.992380579 0.793754205 0.46395743 0.677648588
#> [112,] -1.734490180 -1.783395379 -0.848003989 0.50158715 1.202023508
#> [113,] 0.747618426 0.689528697 0.972576868 1.27684504 1.202023508
#> [114,] 0.846209743 1.007764928 1.349459841 1.13872684 1.130554338
#> [115,] 0.918812554 1.132597924 1.190749262 1.28325920 1.070729022
#> [116,] -0.077826035 0.122945133 0.410750163 0.42119637 0.739079953
#> [117,] 0.152770394 0.297008043 0.363530486 -0.09920564 0.147250985
#> [118,] 0.397392365 0.295689385 0.104259485 0.12357944 0.674436490
#> [119,] -0.335236002 -0.060787939 -0.406412571 0.60421368 1.166288923
#> [120,] -0.385150434 -0.416825711 -0.187802958 0.69059101 1.129349801
#> [121,] 0.011689931 0.006463640 0.364842144 0.72223419 1.202023508
#> [122,] 0.194847023 0.191075818 0.125683227 0.53665122 0.767185806
#> [123,] 0.194021991 -0.014195342 0.163284081 0.76670568 1.202023508
#> [124,] -0.931321582 -0.913959932 -0.308912683 0.10989591 -0.153481645
#> [125,] -0.998149169 -0.953519684 -0.920582380 -0.28820950 0.533104199
#> [126,] -1.123141509 -0.731105966 -0.220594400 0.30274826 0.701739319
#> [127,] -0.846343291 -0.373309983 0.134427612 0.25485588 0.682466734
#> [128,] -0.718050824 -0.286278528 0.264718941 0.42162398 0.732254246
#> [129,] -0.579445457 -0.013316236 0.417308451 0.57214289 0.880412244
#> [130,] -0.628122342 -0.036612535 0.252039584 0.36090329 0.808943074
#> [131,] -0.753939714 -0.181225408 0.392824174 0.59694430 0.872783512
#> [132,] 0.182059028 0.306678205 0.858899869 1.15967976 1.153842045
#> [133,] 0.328089682 0.760296699 1.046904137 1.21313108 1.202023508
#> [134,] 0.537647796 0.960732778 1.129975789 1.21270347 1.202023508
#> [135,] 0.568586494 0.602057689 0.667397848 0.63927774 0.867965366
#> [136,] 0.611900671 0.663595082 0.876825858 0.98393183 1.196803849
#> [137,] 0.686978578 0.923810342 1.300491288 1.24562948 0.980388779
#> [138,] 0.410180360 0.672386138 1.097621567 1.27727266 1.081168339
#> [139,] 0.251361711 0.298326702 1.018047668 1.28325920 1.193591752
#> V28 V29 V3 V30 V31
#> [1,] -1.60691791 -0.76614982 1.08660962 -1.604233581 -0.599694256
#> [2,] 0.65390550 -0.12493323 1.75031103 1.277210110 1.771465292
#> [3,] -1.70376553 -1.69358832 0.51624122 -0.924077816 0.641098802
#> [4,] 1.22910979 0.36243908 0.14809435 -0.406519706 0.060355449
#> [5,] -0.56315934 -1.65900318 2.32586459 -1.550478618 0.415728218
#> [6,] -0.30359203 -1.34495413 1.08401704 -2.015170277 -1.839483435
#> [7,] 0.19123266 -0.59401914 0.15587210 -1.797040636 -0.991708567
#> [8,] 0.80054927 0.38112301 -0.19931186 0.558404083 0.424763119
#> [9,] 0.66253161 1.33956888 -0.70486567 1.591299022 1.264506964
#> [10,] -2.36562296 -0.92675212 -0.95634628 -1.463848720 -1.544845278
#> [11,] -0.09891811 0.66694739 0.58624098 -0.639309792 0.105028015
#> [12,] 0.02968926 0.25232315 -0.60375491 1.342071469 0.475458952
#> [13,] -1.72846756 -2.23979514 -0.11894177 -2.232855662 -1.589517844
#> [14,] 0.90210204 0.42644148 -0.72301375 0.931579029 1.751889674
#> [15,] -1.13483477 -2.17380509 0.56290773 -1.445634229 -1.494651384
#> [16,] -1.20658827 -0.74031034 1.02438761 0.285186711 1.237904200
#> [17,] -0.86664136 0.25431080 1.08401704 0.815183986 1.492387242
#> [18,] 1.03423826 1.45087740 -0.74634701 1.530435966 1.656521275
#> [19,] -0.27183229 0.90824836 -0.35227429 0.423350293 -0.106790218
#> [20,] -1.98176134 -1.70392411 -0.60634749 -0.765034208 -0.598188439
#> [21,] 0.68644944 0.79057935 -0.58819941 -0.690843475 -1.362641443
#> [22,] 0.80290184 0.89831010 -0.25894128 1.076850704 0.279702766
#> [23,] 0.39080933 -0.27758492 -0.34449654 -0.890314368 -0.727186746
#> [24,] -0.46905639 -0.24816767 -0.97190178 -0.338548555 1.279565132
#> [25,] 0.10889257 -0.29626885 0.28290869 -0.848998571 -1.255728449
#> [26,] -0.12754109 0.57710551 -0.06709010 0.860053831 0.428276691
#> [27,] 0.77153419 1.45087740 -0.39894080 1.180362326 0.812259980
#> [28,] 0.66370789 1.45087740 0.23105702 1.769001378 2.014403739
#> [29,] 0.17868560 0.86809779 -0.95375370 1.937374359 1.739341200
#> [30,] -1.26069747 0.13306402 -0.09301593 1.341627213 1.540573380
#> [31,] -1.04700535 -1.33581093 -0.57523649 -1.903662049 -1.277311824
#> [32,] -0.96584155 -0.91204349 -0.49745898 -0.545571799 0.073907800
#> [33,] -0.69725605 -0.60952283 0.56550031 -0.492705349 -0.231773013
#> [34,] 0.66606047 0.17480471 -0.88893911 -0.023126875 -0.419498177
#> [35,] 0.82329081 0.47653031 -0.61153266 0.487323141 0.742992406
#> [36,] 1.06364544 0.91103108 -0.80597643 0.661471449 0.456887211
#> [37,] 0.42492165 0.65184123 -0.64782883 0.684572755 0.714883826
#> [38,] 0.86485295 0.87247062 -0.90449461 0.734773670 0.761062208
#> [39,] 0.73977444 0.49004635 -0.53375515 0.434012434 0.403179745
#> [40,] 0.87308696 0.72896214 -0.87079102 0.587724971 0.460400784
#> [41,] 0.64606359 1.45087740 -1.03671637 1.566864949 1.351844339
#> [42,] 0.62410623 0.84146325 -0.74375442 0.906256443 1.542079197
#> [43,] -0.04833778 -0.32330092 -0.39116305 -0.444725713 -0.689541326
#> [44,] -0.41141833 -0.66915240 -0.92264269 -0.932962934 -1.132251470
#> [45,] -0.09460506 -0.31256760 -0.86042069 -0.761480161 -0.878270367
#> [46,] -0.29261335 -0.43341685 -0.75930992 -0.871655621 -1.122714630
#> [47,] 0.06968301 -0.19330847 -0.86819844 -0.829007056 -1.393761657
#> [48,] 0.88955498 0.16367386 -0.78523576 -0.435396339 -1.047925728
#> [49,] 0.17711721 -0.76694488 -0.25634870 -1.064018421 -0.412471031
#> [50,] 0.30101943 -0.76177699 0.10920559 -0.807238517 -0.128373592
#> [51,] -0.14322492 -1.34376154 -1.02116087 -1.428752505 -0.999237651
#> [52,] -0.93055295 -0.64053021 -0.94856853 0.228321958 -0.026981926
#> [53,] 0.72448271 1.05851487 -0.99523503 1.055082166 -0.302546404
#> [54,] -0.30633670 1.00445073 0.38661204 1.296313113 0.291247361
#> [55,] -1.51987268 -0.53319699 -0.08264560 0.439343505 0.386615760
#> [56,] -0.40083175 -0.62741170 1.37179382 -0.194609648 -0.372315916
#> [57,] -0.02167527 -0.51809083 -0.10857143 0.060393232 -0.114821241
#> [58,] -1.06621804 -1.13505806 0.51105605 -0.534021146 -1.163371684
#> [59,] -0.29065288 -0.56221671 0.84290676 0.003972734 -0.038526522
#> [60,] 0.45079996 0.68483626 0.21550152 1.186581908 1.410069256
#> [61,] 0.31670326 1.45087740 -0.44042214 1.254553059 0.264142658
#> [62,] 0.59783583 1.45087740 -0.19931186 1.209683215 0.222983665
#> [63,] -0.18831592 0.64389062 -1.03153121 0.830288686 0.268158170
#> [64,] -0.60472148 -0.97127553 0.43587113 -0.969836172 -0.447606757
#> [65,] -0.35887752 -0.44057240 6.83177494 -0.649083421 -0.636837737
#> [66,] -0.68588527 -0.71804864 0.33735295 -0.613542950 -0.559037202
#> [67,] -1.94255177 -2.36223451 2.85734424 -1.380772869 -1.507701797
#> [68,] -0.96584155 -1.39265779 0.70549983 -1.706856691 -0.714136334
#> [69,] -1.97235104 -1.71028460 2.18845766 -1.761500165 -1.112173913
#> [70,] -2.34837075 -2.11099528 -0.41968147 -1.743729929 -0.862710260
#> [71,] -2.58049136 -2.12371625 0.59401873 -1.334126001 -1.148815455
#> [72,] -1.00309064 -0.77569055 0.06513167 -0.802351703 -0.979160094
#> [73,] -1.08464653 -0.71963876 0.12994626 -0.673073239 -0.925452627
#> [74,] -1.41008590 -1.28890234 0.73661083 -1.370554983 -0.811010549
#> [75,] -1.07915719 -0.87626575 0.19216827 -1.106222730 -1.027346232
#> [76,] -0.41729976 -0.55108586 -0.21227478 -0.334550252 -0.453630025
#> [77,] 0.33434756 -0.03270617 -0.57264390 -0.594439947 -1.458511781
#> [78,] -0.01736222 -0.33323918 -0.40153338 -0.377643074 -0.531430560
#> [79,] -1.31206200 -1.26505052 0.05994650 -1.018704320 -1.469052498
#> [80,] 0.25671263 0.28531817 -0.76190251 0.154131224 -0.565060469
#> [81,] 1.12912541 1.03824081 -0.32634846 0.691680849 0.240551528
#> [82,] 0.75781084 0.54450802 -0.52079223 0.031960855 -0.360771321
#> [83,] 0.88720240 0.58068329 -0.47931089 0.168347413 -0.611238851
#> [84,] 0.86681343 0.37993042 -0.38079271 0.052840882 -0.257873838
#> [85,] 0.08419055 -0.22709855 0.68475916 -0.188390065 -0.239804036
#> [86,] 0.09360084 -0.01203459 1.49364525 0.012413596 -0.743750731
#> [87,] -1.36342652 -0.60355988 0.52920414 -0.807238517 -0.957576719
#> [88,] -0.48042716 -0.72878196 2.49178995 -1.008486435 -1.153834845
#> [89,] -1.57555026 -1.74964011 -0.48968123 -1.762832933 -1.986551544
#> [90,] -1.65318520 -0.70970050 1.14623904 0.383367263 -1.071516859
#> [91,] -0.63452074 0.21773800 -0.18634894 1.189247444 -0.329651107
#> [92,] -1.34146917 -0.83929542 1.06068378 -0.647306398 -0.296021198
#> [93,] -0.58903765 0.51628336 3.21771336 -0.172841109 0.059351571
#> [94,] 0.45472092 0.08456530 0.81438834 1.311417813 0.839364683
#> [95,] 0.59195439 -0.98638168 1.78401462 -0.261248031 0.237037956
#> [96,] 0.16182548 0.49322659 0.39698237 0.417574966 1.270530231
#> [97,] -0.34868303 -0.81464854 -0.23301545 -1.590905904 -1.999100018
#> [98,] -2.45737334 -1.44234909 -0.80079126 -0.898755230 -0.848154031
#> [99,] -1.49909161 -1.77667218 -0.65819916 -0.745931205 -1.353606542
#> [100,] 0.63586910 0.74049052 -0.37560755 0.143469083 -1.020319087
#> [101,] -1.24697412 -0.23266398 -1.06004963 0.244759426 -0.185594631
#> [102,] 1.03031731 1.06924819 -0.89153169 1.560201110 1.930077997
#> [103,] 0.97385554 1.19168756 -0.34968171 1.937374359 2.171008688
#> [104,] 0.65939484 1.06765807 -0.66597691 1.937374359 2.340664049
#> [105,] 1.21224968 1.18373695 0.31920486 1.645942497 1.943128410
#> [106,] -0.03383024 -0.39048356 -0.20190444 -0.191944112 0.335417988
#> [107,] -1.50144419 -2.46718255 -0.86819844 -1.382994148 -0.325133656
#> [108,] -0.87409118 0.02334562 -0.57523649 0.784530330 1.549106342
#> [109,] -1.13914782 -0.99154958 -0.67375466 -0.028902201 1.167632749
#> [110,] 1.22910979 0.75400655 -0.79819868 -0.087988235 -0.820045450
#> [111,] 0.60606983 -0.22153313 -0.04116426 -0.837447918 -0.751781754
#> [112,] 0.93033292 0.86213483 0.13513143 0.925359446 0.396152599
#> [113,] 0.26612292 -0.67153758 -0.79560610 -0.761924417 -0.569075980
#> [114,] 0.19397733 -0.87149539 0.07550200 -1.208845840 -0.854679237
#> [115,] 0.70527003 0.61447337 -0.20708961 0.313619088 0.184836306
#> [116,] 1.06521382 1.04937167 -0.10338627 0.529527450 0.564804083
#> [117,] 0.37983065 1.29941831 0.05735392 1.937374359 1.557639304
#> [118,] 1.03659084 0.79415713 0.02365033 0.040401717 -0.311079366
#> [119,] 0.91033604 0.65780419 0.73920341 0.477105255 0.325881148
#> [120,] 0.98601050 0.82874228 0.29846420 0.193225743 0.210937131
#> [121,] 1.20597615 0.97105817 0.66920365 0.374482145 0.448354249
#> [122,] 1.15853258 0.72697449 0.21031635 -0.351431976 -0.893328535
#> [123,] 1.15696420 1.04698648 -0.11116402 0.181675090 -0.024472232
#> [124,] 0.32297679 0.64826346 -0.03338651 1.305198231 2.153440825
#> [125,] 1.01659396 1.45087740 -0.83190227 1.237671336 0.271671742
#> [126,] 1.22910979 1.37375650 -0.45597764 0.590834762 -0.004896613
#> [127,] 1.22910979 1.37733427 -0.71005084 0.687682546 0.434299959
#> [128,] 1.19578166 1.14199626 -0.36782980 0.596165833 0.594418480
#> [129,] 1.22910979 1.04937167 -0.66597691 0.362931492 0.494030692
#> [130,] 1.22910979 1.00882356 -0.52597740 0.387365566 0.552255609
#> [131,] 1.13853570 1.02830255 -0.11375660 0.614380325 0.761564147
#> [132,] 1.15539581 1.23780109 -0.40671855 1.289649274 0.739980773
#> [133,] 1.07031106 0.94283351 -0.29783004 0.543299382 -0.041036217
#> [134,] 1.02169120 0.75003125 0.20772377 0.272303291 -0.402432253
#> [135,] 1.22910979 0.61447337 0.16624243 -0.119086147 0.747509857
#> [136,] 1.22910979 0.69715970 -0.66338433 0.248757729 0.531174174
#> [137,] 1.22910979 1.08991977 -0.32634846 0.787640121 1.359373423
#> [138,] 1.22910979 0.90626071 -0.63227333 0.595277321 1.372423836
#> [139,] 0.56137093 0.27100708 0.17142760 0.667246775 0.958826150
#> V32 V33 V34 V35 V36
#> [1,] -6.799198e-01 -1.040627766 -0.66012400 -0.97201859 0.32736030
#> [2,] 3.828995e-01 -1.103136057 -0.48644325 0.33180042 -0.17827389
#> [3,] 1.545516e+00 1.078505770 -0.11453992 0.20747865 -0.19203566
#> [4,] 5.926265e-01 -0.581038118 -1.30198761 -0.68460804 0.32691637
#> [5,] 1.030318e+00 -0.537999623 -0.88100060 -0.23098954 0.76285383
#> [6,] -1.856721e+00 -1.549916628 0.12568697 0.07959209 -1.06302273
#> [7,] -9.785145e-02 -0.432965200 -0.20515596 -0.03537213 -0.55872033
#> [8,] 3.271749e-01 -0.468318249 -1.62055963 -1.44524340 -1.03727490
#> [9,] 1.479153e+00 1.917244068 1.09273002 0.68337704 0.46808553
#> [10,] -1.547196e+00 -1.177428698 -0.65540441 -0.44487646 0.09074658
#> [11,] 1.354027e+00 0.910450693 2.43026053 1.94976583 1.63739233
#> [12,] -3.166970e-01 1.401294486 2.33964449 1.93818029 1.82339824
#> [13,] 1.032635e-01 1.004725492 0.02138414 -0.44220287 1.03276216
#> [14,] 1.551595e+00 1.360817806 1.10594486 1.22611509 1.12199173
#> [15,] -1.875465e+00 -0.753704463 -0.81681423 -1.40736759 -0.84239043
#> [16,] 1.539437e+00 1.890088827 1.94933478 1.14100592 1.07227177
#> [17,] 1.870239e+00 1.383361779 1.51135725 1.76127799 2.09730192
#> [18,] 1.662538e+00 1.663624363 1.13851000 0.97702595 1.02654717
#> [19,] 3.514911e-01 -0.350987113 -0.31323447 -0.27243013 -0.54096320
#> [20,] -1.138381e+00 -0.916123547 -0.18816546 0.22129218 0.72467601
#> [21,] -1.288837e+00 -1.797387977 -1.01550878 -0.19935210 -0.92140965
#> [22,] -9.337198e-01 -0.284892281 -1.00276590 -0.45467961 0.94086903
#> [23,] -2.148730e-01 -0.330492592 -0.96595313 -0.38338397 -0.11079681
#> [24,] 1.677229e+00 0.599446327 0.17949025 0.92355422 0.94308867
#> [25,] -1.199678e+00 -1.347020864 -0.19571679 -0.26931094 -0.09614718
#> [26,] 1.026771e+00 2.097083495 2.50105431 2.29911447 1.44295179
#> [27,] 6.128899e-01 0.871511102 1.47218469 1.48723537 0.75353134
#> [28,] 1.664564e+00 1.479173668 0.91857732 0.40487845 0.48895015
#> [29,] 1.046022e+00 1.174830022 1.16635556 1.55452063 1.07582320
#> [30,] -1.049437e-01 -0.325881324 0.63823395 1.46540108 1.71729940
#> [31,] 6.762133e-01 0.789020652 1.52126838 1.69800311 1.58811631
#> [32,] 8.489594e-01 1.668747993 1.32115796 1.07594865 0.86495731
#> [33,] 1.230204e-01 0.701918935 0.74017699 0.83265228 0.81079808
#> [34,] -6.804264e-01 -1.019620881 -1.44027147 -1.03217429 -0.57159425
#> [35,] 3.636492e-01 -0.180370221 -0.68041822 -0.94706512 -0.58668781
#> [36,] 1.714377e-02 -0.572840310 -0.94188325 -1.21085898 -0.50944430
#> [37,] 1.024745e+00 0.980644430 1.14606134 1.34152491 1.47358284
#> [38,] 9.026576e-01 0.805928633 1.05119767 1.24215661 0.89425657
#> [39,] 4.249462e-01 0.389889844 0.59198201 0.76180224 0.72201244
#> [40,] 5.865474e-01 0.577414717 0.77840564 0.91063189 0.83166270
#> [41,] 9.563558e-01 0.744445068 0.83834437 0.88033124 0.91911655
#> [42,] 9.984025e-01 1.296260063 2.36324242 2.85076448 2.62069323
#> [43,] -1.131795e+00 -1.227127913 -0.77764167 -0.17261623 -0.48857968
#> [44,] -1.458544e+00 -1.102623694 -0.73799716 -0.50235856 -0.76337122
#> [45,] -1.132302e+00 -1.073419001 -0.71392727 -0.15167314 -0.52231822
#> [46,] -1.656113e+00 -1.371101927 -1.01834053 -0.68416245 -0.73584767
#> [47,] -8.415210e-01 -0.688121994 -0.39299546 -0.67079451 -0.51343966
#> [48,] -6.738407e-01 -1.162570170 -0.76820250 -0.40922864 -0.51876680
#> [49,] 1.630408e-01 0.008179378 -0.34910332 -0.45824439 -0.93073214
#> [50,] -1.429377e-01 -0.324856598 -0.26792645 -0.56385105 -1.20374796
#> [51,] -1.015280e+00 -0.890505395 -1.04335433 -1.09188438 -1.37288460
#> [52,] -5.542862e-01 -0.143480082 -0.19052525 -1.08520042 -1.23127151
#> [53,] -1.504643e+00 -1.181527602 -0.59263393 -0.19756971 -0.50278538
#> [54,] -7.052491e-01 -0.193179297 0.49381464 -0.25817100 -1.13005589
#> [55,] -1.186215e-01 -0.137844088 -0.12209126 -0.84992481 -0.89788145
#> [56,] -1.366345e+00 -1.202534487 -1.48746732 0.21371701 1.64360733
#> [57,] -9.570228e-01 -0.633299149 -0.82247774 0.80992680 1.75991651
#> [58,] -1.147499e+00 -1.062147014 -1.40393066 0.10588236 1.06472499
#> [59,] -1.250843e+00 -1.129266572 -1.24252084 0.49711718 1.42297503
#> [60,] 3.849258e-01 -1.333187062 -0.45906966 0.71144970 0.59593684
#> [61,] 7.844079e-02 0.591248519 0.24934011 -0.75100211 -1.17800013
#> [62,] 1.458168e-01 2.076076610 1.52598797 0.19054593 -0.83750722
#> [63,] -1.051248e+00 0.336604087 0.34892336 -0.53043122 -0.09303968
#> [64,] 1.772252e-01 0.801829728 0.93792762 1.27780443 1.82828145
#> [65,] -9.696875e-01 -1.614986735 -1.08677452 -0.26351817 0.50271193
#> [66,] -1.773856e-01 0.330968094 0.11058430 -0.57632779 -0.72297376
#> [67,] -1.214876e+00 -0.810576761 -0.84182804 -0.36556006 -0.93428356
#> [68,] -3.886323e-01 -0.355598381 -0.29624396 0.06711536 -1.19442547
#> [69,] -6.003856e-01 -0.315634063 0.33098894 0.69451698 -0.27993344
#> [70,] 1.635474e-01 -0.038958021 0.61841169 0.59960466 0.02948450
#> [71,] -6.885317e-01 -0.558494145 0.12191131 0.07691851 -0.12100715
#> [72,] -6.353401e-01 -0.419131398 -0.68324997 -0.60440045 -0.48724790
#> [73,] -5.547928e-01 -0.165511692 0.01713651 0.43740708 0.59149756
#> [74,] 8.907911e-02 0.504659165 0.64720116 0.76046545 0.52135691
#> [75,] -5.674575e-01 -0.443724824 0.18515375 0.22574815 0.33313136
#> [76,] -9.352395e-01 -1.151298183 -0.59829743 0.01364363 0.14091047
#> [77,] -1.565940e+00 -1.206633391 -0.52939148 0.16692925 0.22792039
#> [78,] -8.896467e-01 -1.499192687 -1.10895657 -0.41724939 -0.06374042
#> [79,] -1.650034e+00 -0.433989926 0.14173356 0.35408030 0.48539873
#> [80,] -9.012982e-01 -0.949427145 -1.30812308 -0.96444343 -0.93250785
#> [81,] -5.740431e-01 -0.763439361 -0.83569258 -0.57855578 -0.84860543
#> [82,] -7.239928e-01 -0.461657530 -0.78991260 -1.03484787 -1.44702060
#> [83,] -5.010946e-01 -0.888968306 -1.66492373 -1.05623656 -0.73540374
#> [84,] -2.888347e-01 -0.991953277 -1.31425854 -1.33651755 -0.90498431
#> [85,] -5.877210e-01 -1.315254356 -1.27131031 -0.74298135 -0.85482042
#> [86,] -9.332132e-01 -1.187163596 -0.21223534 0.08315687 -0.49435075
#> [87,] -1.530986e+00 -1.676470299 -1.05232155 -0.70465994 -0.72252983
#> [88,] -9.879246e-01 -0.493424038 -0.34155198 -0.32723865 -1.06701809
#> [89,] -1.482860e+00 -0.923808993 -1.23449754 -0.80670183 -1.06790594
#> [90,] -5.031209e-01 0.694233490 1.36269031 2.28975692 2.26510677
#> [91,] -2.776898e-01 0.892005623 2.03098361 1.99432561 1.65559339
#> [92,] -1.584177e+00 0.164450106 1.32776538 1.19626005 0.41215058
#> [93,] -3.554126e-02 0.074274211 -0.86542596 -1.45460095 0.34378564
#> [94,] 5.470336e-01 -0.459608078 0.01100105 -0.30584996 -1.14071016
#> [95,] -2.439635e-02 -1.271191134 0.57121584 1.55763982 1.62673806
#> [96,] 1.204077e+00 0.454959950 1.04883788 1.36558719 0.25278037
#> [97,] -1.034531e+00 -0.874622141 0.11200018 -0.07592152 -0.76292729
#> [98,] 2.866480e-01 -0.040495111 -0.89421543 -1.40157482 -0.42421010
#> [99,] -3.774874e-01 0.088108013 -0.63322236 -0.73095021 0.14002261
#> [100,] -7.756647e-01 -0.578988666 -0.87156142 -0.90963490 -1.10519591
#> [101,] -3.415197e-01 0.214661684 0.05866886 -0.17573542 -0.58002888
#> [102,] 1.923430e+00 1.621610593 1.40658245 1.31879943 1.52463458
#> [103,] 2.122012e+00 1.839364886 1.55760919 1.80539217 2.01783878
#> [104,] 1.835284e+00 1.228115778 1.06016489 1.49169135 1.92061851
#> [105,] 1.722822e+00 1.460216236 1.25083614 1.28805318 1.41365253
#> [106,] 7.395367e-01 0.632749925 0.24320465 -0.07012875 -0.49435075
#> [107,] 3.185630e-01 0.714215648 1.04836592 0.78452773 0.14756939
#> [108,] 2.092630e+00 3.066474368 2.73561771 1.45604353 0.20439220
#> [109,] 2.157980e+00 2.771865620 2.35333129 1.41950452 0.55465152
#> [110,] -1.728555e+00 -1.237375174 0.20261622 1.37628154 1.75148187
#> [111,] 1.772252e-01 1.270641911 1.49200695 0.97078759 0.77395204
#> [112,] 4.563546e-01 1.439209351 1.17060318 0.69808176 0.05922768
#> [113,] 1.949558e-01 0.117825069 -0.30426726 -1.21887974 -0.24841454
#> [114,] -3.035257e-01 -0.289503548 -0.41376164 -1.16897279 0.12404120
#> [115,] -1.181149e-01 -0.743969565 -0.39913092 0.04483547 0.37796811
#> [116,] 6.032648e-01 0.534376221 0.34750749 -0.48408906 -0.90542823
#> [117,] 6.427786e-01 0.714215648 0.58915026 -0.16905145 -0.24308740
#> [118,] -8.017922e-05 0.115263254 -0.27547779 -0.98048495 -0.87346541
#> [119,] 1.541464e+00 1.036492001 -0.54968570 -1.39845563 -0.73052053
#> [120,] 1.317552e+00 1.005237855 -0.23394543 -1.32404081 -0.12766608
#> [121,] 1.073377e+00 0.490313000 -0.46473316 -1.42028992 -0.03932437
#> [122,] -7.670527e-01 -0.836707276 -0.39110763 -0.80759302 -0.12811001
#> [123,] 5.480468e-01 0.292540866 -0.39252350 -1.20907659 -0.53075286
#> [124,] 1.377836e+00 0.428317072 -0.15607228 -0.92745881 -1.01996170
#> [125,] 2.562528e-01 0.607131773 0.10775255 -0.68950962 -0.85482042
#> [126,] 3.702348e-01 0.688597496 0.04828577 -0.73050461 -1.01907385
#> [127,] -4.921911e-02 -0.132720458 -0.22497822 -0.68772723 -0.91031144
#> [128,] 3.950576e-01 -0.048180556 -0.10179704 -0.58122937 -0.97645674
#> [129,] 3.335455e-02 -0.521604006 -0.68230605 -0.72248385 -1.11984554
#> [130,] 8.806594e-02 -0.546709795 -0.94896263 -0.89091980 -1.17356085
#> [131,] 3.950576e-01 -0.057403091 -0.34485569 -0.85660877 -1.09187807
#> [132,] -4.519557e-01 -0.095830319 -0.25282378 -0.96087865 -1.33381892
#> [133,] -5.112263e-01 -0.461145167 -0.83569258 -1.09990514 -1.38842208
#> [134,] -5.471940e-01 -0.695295077 -0.72855799 -0.84636002 -1.28010361
#> [135,] 1.122516e+00 0.483652280 -0.73846912 -1.11282748 -1.33648249
#> [136,] 6.372061e-01 0.074274211 -1.07025597 -1.17565676 -1.25923899
#> [137,] 1.432547e+00 0.660417529 -0.75923529 -1.14045454 -0.95337248
#> [138,] 1.527786e+00 0.605594684 -0.92206099 -1.06470292 -0.88722718
#> [139,] 3.403462e-01 -0.733209942 -1.30765112 -1.20818540 -1.36755746
#> V37 V38 V39 V4 V40
#> [1,] 0.243997353 -1.089529159 -0.63972173 0.30928452 -0.59364496
#> [2,] 1.323862746 1.923848218 1.23136447 1.13582411 0.94575492
#> [3,] 0.988683132 3.012026959 3.60370065 -0.70605854 3.43657001
#> [4,] 0.608055436 0.052582638 -0.11677034 -0.30957127 -0.33605167
#> [5,] 1.341379194 0.616235961 1.28641199 1.81761438 1.73757429
#> [6,] -0.664964310 0.429585283 0.65601208 -0.46690749 -0.27109337
#> [7,] -0.405531502 -0.207036293 -0.72441022 -0.13964815 -0.13333696
#> [8,] -0.816931338 -0.923499944 -1.24524440 -0.98926373 -1.44370281
#> [9,] 0.297020117 0.615178450 0.72958520 -0.43124461 0.40256908
#> [10,] 0.029539211 -0.808231254 -1.09015861 -0.61165681 -1.08699211
#> [11,] 2.033515628 0.678629105 -0.02096649 0.79597788 0.07441763
#> [12,] 1.169055212 0.843600810 -0.95095192 -0.15223505 1.71181496
#> [13,] 2.619133116 2.797880997 0.27597251 0.48759890 0.05761807
#> [14,] 1.134022315 1.123312449 -0.06595725 -0.55291795 -0.83667863
#> [15,] -0.997776836 -0.355087823 0.06478060 2.49730684 0.09233716
#> [16,] 1.451212062 2.200387325 1.71355953 1.49035505 1.28006621
#> [17,] 2.647538168 3.639130937 3.01935011 -0.35572323 2.25724075
#> [18,] 0.948916060 0.293166374 -0.73023255 -0.97667683 -1.21186885
#> [19,] -1.195665365 -1.329584139 -1.05840043 -0.30957127 -1.35746506
#> [20,] 1.048333742 0.123964626 -0.17234716 -0.35782104 -0.42116946
#> [21,] -0.811723746 -0.558658676 -1.22513088 0.16873083 -1.58369916
#> [22,] 0.644508586 -1.130772085 -0.77628192 0.05754657 -1.27626717
#> [23,] -0.914455350 -1.094287958 -0.72388092 -0.22985425 -0.62724409
#> [24,] -0.939073062 0.377238492 0.82697696 0.08272036 0.72792060
#> [25,] -0.337359378 -0.569762540 -0.34542925 0.05754657 -0.95819546
#> [26,] 0.334893519 -0.395273238 -0.19246067 -0.38299484 0.35385035
#> [27,] -0.269660670 -0.930373765 -0.79269031 -0.12706126 -0.21509483
#> [28,] -0.170716406 -0.809288764 -0.72388092 -0.20468046 -1.22530850
#> [29,] 0.742979433 0.298982684 -0.53227322 -1.00185062 -0.87419765
#> [30,] 1.298298199 2.074014770 3.07016320 -0.63473278 3.33129276
#> [31,] 1.017088184 -0.897062171 0.89419844 0.72884776 1.89269025
#> [32,] 0.746766773 0.509427358 0.58032175 -0.66410221 1.66477619
#> [33,] 0.445199804 -0.360375377 -0.97582916 -0.18789793 0.45632768
#> [34,] -0.522465633 -0.180598520 -0.39147861 -0.65361313 -0.88819729
#> [35,] -0.437723895 -0.235060333 -0.09718613 -0.84031877 -0.54324627
#> [36,] -0.407425172 -0.008752995 0.13941233 -0.58438519 -0.45364861
#> [37,] 1.388720948 1.057218016 0.44534948 -0.81724280 0.13601602
#> [38,] 0.694217427 0.448091724 -0.50898389 -0.93262269 -0.77228031
#> [39,] 0.595273162 0.204864212 -0.63707522 -0.76899302 -0.63844379
#> [40,] 0.713154128 0.355559518 -0.64448546 -0.17950666 -0.71684175
#> [41,] 0.587698482 0.184242749 0.17752214 -1.01443752 -0.09917785
#> [42,] 1.723427144 1.382931381 1.49442808 -0.95989430 2.03436655
#> [43,] -1.070683136 -1.445910341 -1.33416731 -0.84451441 -0.97387505
#> [44,] -1.292715959 -1.320066541 -0.63601661 -0.90954671 -0.32373200
#> [45,] -1.195191947 -1.252914597 -0.99647198 -0.32425598 -0.59420495
#> [46,] -1.368462764 -1.068907696 -0.68100737 -0.69347164 -0.30749242
#> [47,] -0.063250626 -0.130366751 -0.06754516 -0.90954671 -0.12549716
#> [48,] -0.554184608 -0.801886188 -1.41726788 -0.34313633 -1.63129792
#> [49,] -0.368604935 -0.456080116 -0.76781307 -0.63473278 -0.86523788
#> [50,] -0.297118887 -0.650133370 -1.23677555 -0.21307172 -1.10211171
#> [51,] -1.063581873 -0.922442433 -0.90913698 -0.49837473 -0.88259743
#> [52,] -1.392133641 -1.404667415 -0.71699998 -0.17111540 -0.48220787
#> [53,] -0.938126227 -0.561302453 -0.30414361 -0.34942978 -0.13445693
#> [54,] -0.604366866 -0.745838109 -1.39821297 -0.86339475 -0.97667498
#> [55,] -0.563179541 -0.661765991 -1.08274837 -0.64102623 -0.35509118
#> [56,] 1.893384038 0.206979233 -1.30187982 0.59248971 -0.19045547
#> [57,] 2.109262433 0.690790481 -0.86414622 -0.71025417 0.26761259
#> [58,] 0.713627546 -0.407434613 -1.08486558 0.03866622 0.11977645
#> [59,] 1.469201928 -0.503139352 -0.58096910 -0.04734424 1.07343160
#> [60,] -0.929604711 -0.432814876 -0.13741316 -0.62424370 0.44960785
#> [61,] -1.318280506 -0.640615772 -0.25809425 -1.00814407 -0.49116763
#> [62,] -0.815037668 -0.505783129 1.12709178 -0.17950666 0.98103400
#> [63,] 0.549351662 1.302560551 1.83741644 -0.84031877 1.30134566
#> [64,] 1.696442344 1.617170050 1.23348169 1.52811574 1.45142175
#> [65,] 0.191921424 0.134539735 0.39930011 7.80897752 0.64448277
#> [66,] -1.087252750 -0.533807169 0.10818345 0.50647924 0.37344984
#> [67,] -1.063581873 -0.578751383 -0.66406967 1.44210528 -1.56969953
#> [68,] -0.703311131 -0.686088742 -0.65295431 1.33931228 -0.80475946
#> [69,] -0.775744013 -0.256210551 0.07907178 2.00641784 -0.61436442
#> [70,] -0.473703627 0.481932074 0.33207863 -0.32635380 -0.85123825
#> [71,] 0.610422524 0.664352708 -0.65030779 -0.04314861 0.19369452
#> [72,] -0.056149363 0.707181900 0.32096326 1.16309572 -0.17645583
#> [73,] 0.661078200 0.817691792 0.44693739 0.57990281 0.68592169
#> [74,] 0.432890949 0.663295197 0.65018975 0.16033957 0.78559910
#> [75,] 0.573969373 0.688146704 0.89366914 -0.32425598 0.22449372
#> [76,] -0.194387283 -0.426469810 0.06319269 0.52745740 0.29337192
#> [77,] -0.033898739 -0.431228609 0.10659554 1.03722675 0.55544509
#> [78,] -0.237468278 -0.515829483 -0.41423864 -0.33054943 -0.49732747
#> [79,] 0.181979656 0.329650501 0.41835502 0.63444603 0.25977280
#> [80,] -0.506369437 0.066859036 0.47128532 0.63025040 0.43448825
#> [81,] -1.234959020 -0.856348001 -0.68471249 -0.69556945 -0.42228943
#> [82,] -0.955169258 -0.337110137 -0.74717025 0.43515349 -1.07915231
#> [83,] -0.448139080 -0.145171904 -0.42747122 -0.21097391 -0.17645583
#> [84,] -0.362450507 -0.562359964 -0.75934422 0.45822947 -0.44692878
#> [85,] -1.090093255 -0.888073328 -0.56244349 0.74772811 -0.55500597
#> [86,] -0.429202379 -0.296924722 -0.61219798 -0.23824552 -0.61044452
#> [87,] -0.762488322 -1.148221016 -0.11624104 -0.01587700 -0.01350008
#> [88,] -0.739764281 0.020328555 0.29343951 1.97704842 -0.16469614
#> [89,] -0.358663167 -0.260969350 -0.43011773 0.97848789 -1.03603343
#> [90,] 2.143821913 3.118835562 3.05851853 -0.38509265 1.71125497
#> [91,] 1.768875227 2.659875821 2.40959302 2.34626407 1.68213573
#> [92,] 0.377974515 0.276774954 0.80633414 0.56941373 0.74864006
#> [93,] 1.030343875 -0.335523871 -0.53703695 2.00222221 -0.16861604
#> [94,] -0.000286094 0.591913210 -0.66036455 0.13936140 0.39920917
#> [95,] 1.101829923 0.926615417 1.30546690 1.14001974 0.78559910
#> [96,] -1.009138857 0.067387791 0.03090520 0.17921991 -0.93859597
#> [97,] -0.895045231 -0.502081841 -0.57250025 0.57990281 -0.49844744
#> [98,] 0.244944188 0.209623011 -0.20886907 -0.20258264 -0.71124190
#> [99,] 0.478812449 0.268843622 -0.28032498 -0.66200439 -0.64964350
#> [100,] -1.151164117 -1.206384116 -1.14044240 0.08691600 -0.83051879
#> [101,] -1.045118589 -0.915568612 -0.80751079 -0.19209356 -1.13907075
#> [102,] 1.383039937 0.961513278 0.57979245 0.02607933 0.67752191
#> [103,] 2.060973845 1.500315093 0.89049332 0.35963211 1.01351316
#> [104,] 2.255548451 2.278114378 1.71832326 -0.05363769 1.49958049
#> [105,] 1.260898214 0.765345001 0.04254987 0.29250199 0.63160311
#> [106,] -0.884630046 -0.777034681 -0.18769695 -0.41026645 0.39192935
#> [107,] -0.450032750 -0.738964288 -0.61960822 -1.00814407 0.12313636
#> [108,] -0.980260387 0.270429889 1.75061075 -0.32635380 2.84802535
#> [109,] -0.839655380 -0.724159135 0.29555672 -0.11447436 1.21958779
#> [110,] 2.198264929 2.313540994 1.98297478 -0.96408993 0.94239501
#> [111,] 0.823933831 0.405791287 0.37759869 0.19180681 0.39640924
#> [112,] 0.231688497 0.367720894 0.16428957 0.32816486 -0.14509665
#> [113,] 0.356197308 0.027731132 -0.09824473 -0.89905763 -0.22181465
#> [114,] 0.629359225 0.195875369 -0.65189570 -0.43753806 -1.05731288
#> [115,] 0.688062999 0.739435984 0.37918660 -0.44383151 0.01169926
#> [116,] -0.732663018 -0.727331668 0.14682257 -0.97667683 0.55488511
#> [117,] -0.509209942 -1.140818439 -0.40312328 0.01978588 0.11081668
#> [118,] -0.595371933 -0.379410574 1.12444526 -0.73542796 1.19718837
#> [119,] -0.132843003 0.868452316 1.43302893 -0.90954671 0.68536171
#> [120,] 0.128010057 0.403676265 1.41185681 -0.27390839 0.71896083
#> [121,] -0.072245559 0.536922642 1.71091302 0.30718670 1.09023116
#> [122,] -0.686741517 0.144586089 1.55847375 0.34704521 0.61256361
#> [123,] -0.813143998 0.444390436 1.62410732 -0.59697209 1.21286796
#> [124,] -0.893151561 -0.686088742 0.29449811 -0.46271185 1.39934310
#> [125,] -0.619989645 -0.730504201 -1.06898649 0.05125312 -0.44020896
#> [126,] -0.828293359 -0.955225272 -0.77575261 -0.63892842 -0.22349461
#> [127,] -0.780951606 -0.974260469 -0.73182046 -0.09978965 -0.25541378
#> [128,] -0.817878174 -0.788667301 -0.36660137 0.11418761 -0.30637245
#> [129,] -0.705678218 -0.726802912 -0.31578828 -0.13125689 -0.34893134
#> [130,] -0.733609853 -0.917683634 -0.34119483 0.04076404 -0.55108607
#> [131,] -0.530040313 -0.462425181 -0.16546622 -0.86759039 -0.49172762
#> [132,] -0.987361650 -0.575050095 -0.73923070 -0.59697209 -1.11275143
#> [133,] -1.213655231 -1.168842479 -1.04940228 -0.34942978 -0.92403635
#> [134,] -1.122759065 -0.749539397 -0.97053613 -0.61165681 -0.97891492
#> [135,] -0.762961740 -0.602016623 -0.61854961 0.64283730 -1.07635238
#> [136,] -1.112817297 -0.902349726 -0.72652743 -0.76479739 -1.02483373
#> [137,] -1.022867965 -1.000169486 -0.67783155 0.04705749 -1.50362125
#> [138,] -1.066895796 -0.887015817 -0.59261376 -0.52354852 -1.51482096
#> [139,] -0.827346524 -0.684502475 -0.89960952 0.13936140 -1.22138860
#> V41 V42 V43 V44 V45
#> [1,] -0.688869825 -1.29377958 -0.708309924 -0.29346013 -0.84380585
#> [2,] 1.094775672 -0.06524689 -0.190936964 0.15494977 0.21817499
#> [3,] 1.979099070 1.41769752 0.577305029 0.89475062 1.77479658
#> [4,] -0.505885676 -0.15291165 -0.391347918 -0.88756550 -0.79320139
#> [5,] 1.316756443 -0.19398535 -0.313173432 -0.20211737 -0.35700524
#> [6,] -1.002642645 -0.30494563 -0.368606249 -0.43764580 0.24312085
#> [7,] -0.158515765 -0.58449200 -0.196622381 -0.69280160 -0.58436892
#> [8,] -1.321215050 -0.78005184 -0.569017204 -0.47765544 -1.02127782
#> [9,] -0.510085312 -1.33791848 -1.140401627 -0.56446880 -0.19378805
#> [10,] -1.067437033 -1.13684128 -0.715416696 -0.90417327 -0.80317974
#> [11,] -0.007928810 0.12540863 -1.330152425 -0.11303931 -0.17953327
#> [12,] 2.699636655 2.01295961 0.734364677 -0.16135283 0.40847626
#> [13,] 1.964100369 2.25878876 0.221255780 -0.45123398 -0.38836574
#> [14,] -0.491486923 -0.40609728 -0.135504146 -0.18022530 -0.32208103
#> [15,] 0.137258614 -1.13868040 -0.804251338 -0.47992014 -0.47674536
#> [16,] 0.748005710 -0.55322694 -0.549118244 0.38519391 0.06992532
#> [17,] 2.388263627 1.96452943 1.577938447 1.22464140 -0.22301034
#> [18,] -1.305616401 -0.49192292 0.202778174 0.65695749 0.38210492
#> [19,] -0.775262342 -1.04856348 -0.536326055 -0.08737275 -0.49741478
#> [20,] -0.466889053 -0.43368409 -1.110553187 -0.83698728 -0.30283709
#> [21,] -0.710467954 -0.68073932 -0.403429429 -0.09869623 -0.56797593
#> [22,] 0.299244582 0.64465374 0.190696663 -0.70865448 -0.27575301
#> [23,] -0.988843841 -1.07921549 -1.095628967 -0.80452663 -0.58365618
#> [24,] -0.159715661 -0.75246503 0.775583952 0.48484056 -0.61359121
#> [25,] -1.283418324 -1.44642661 -1.195123767 -0.78565416 -0.72549121
#> [26,] 0.266847389 -0.30249347 0.425220120 0.14211649 -0.45750141
#> [27,] -0.496886455 -0.49682724 0.247550834 -0.27609746 -0.87659184
#> [28,] -0.989443789 -0.57590943 0.234758646 -0.23533292 -1.14814533
#> [29,] -0.361298200 -0.76288671 -0.645059658 -0.60825294 -0.47104345
#> [30,] 2.957014361 2.79152075 3.791697749 4.33708924 2.99643092
#> [31,] 0.931589807 0.29705991 -0.014689032 0.59732048 -0.30711352
#> [32,] 2.624043203 2.41511403 2.764058600 1.56283607 1.00290044
#> [33,] 0.770803735 1.45509297 1.292246235 0.34895877 -0.15601289
#> [34,] -0.785461458 -0.58142679 -0.456019538 -0.44745949 -0.63924981
#> [35,] -0.697869046 -0.03704704 0.109679468 -0.24212701 -0.24082881
#> [36,] -1.170628094 -0.38586695 -0.419064327 -0.29647972 -0.48814918
#> [37,] -0.187913219 -0.71323045 -0.763742741 -0.27156806 -0.42043899
#> [38,] -0.591678244 -1.25147981 -1.165275327 -1.15555458 -1.03481986
#> [39,] -0.513085052 -1.01300714 -1.313096173 -1.15102519 -0.84309311
#> [40,] -0.685870085 -1.23799292 -1.271166222 -1.23934835 -0.90652687
#> [41,] -0.192112855 -0.64518298 -0.563331787 -0.39688127 -0.34132498
#> [42,] 1.697123495 1.56544022 0.914165995 -0.01490246 -0.20875556
#> [43,] -0.348699291 -0.47720995 -0.576123975 -0.81132072 -0.68771605
#> [44,] 0.097062096 0.21307339 -0.087178101 -0.40518515 -0.50097848
#> [45,] -0.121918936 -0.11429011 -0.294695826 -0.80679133 -0.62285682
#> [46,] 0.196653469 0.13889552 -0.352260675 -0.99702583 -0.74616063
#> [47,] -0.084122210 -0.35644102 -0.628714084 -0.17192142 0.03215016
#> [48,] -1.400408190 -1.47462646 -1.279694348 -1.19707402 -1.02341603
#> [49,] -1.186226743 -1.30236215 -1.096339645 -0.56975310 -0.46462880
#> [50,] -1.276818896 -1.46726998 -1.069333913 -0.42103803 -0.32564473
#> [51,] -1.024240775 -1.38144434 -1.162432619 -0.47992014 -0.69413070
#> [52,] -0.687069981 -1.25638413 -1.590970936 -0.93512413 -0.82099821
#> [53,] -0.727266499 -1.61685181 -1.454520925 -0.65581156 -0.33776129
#> [54,] -0.744664992 -0.30801084 -0.495106781 -0.78942865 0.29372531
#> [55,] -0.348699291 -0.40732336 -1.199387830 -0.31006790 -0.09685557
#> [56,] 0.826598902 0.72373593 0.030083628 -0.01263777 0.35787180
#> [57,] 0.995784247 0.92849138 0.466439394 0.16476346 0.57454440
#> [58,] 0.700609815 0.17261273 -0.507188292 -0.19305858 -0.08687722
#> [59,] 1.261561225 0.82611366 0.003077897 -0.47161625 -0.01845430
#> [60,] 0.066464746 -0.94312055 -0.492264072 -0.54559633 -0.63853707
#> [61,] -0.031926731 0.09046534 -0.472365112 -0.90719287 -1.04764915
#> [62,] -0.286904644 0.55514986 0.275267243 -0.15833324 -1.03553259
#> [63,] -0.206511608 -0.26080674 -0.433277870 -0.84453627 -0.90438865
#> [64,] 2.211278958 1.28957210 0.951121206 0.59430089 0.12623169
#> [65,] 0.468429927 0.01077010 -0.529219284 -0.04962781 0.71709217
#> [66,] 0.053865838 0.19406914 0.117496917 -0.06774538 0.18325079
#> [67,] -0.905451064 -0.56303559 -0.603129707 -0.29496993 -0.78179757
#> [68,] -1.347612763 -1.06634165 -0.932173224 -0.90945757 -0.72762942
#> [69,] -1.132831368 -1.37960522 -1.149640430 -0.97739846 -0.99775744
#> [70,] -1.246221546 -0.79599089 -0.600997675 -1.23783855 -0.83311477
#> [71,] 2.027694860 1.07562105 -0.379977084 -0.45047908 -0.86661349
#> [72,] -0.645073619 -0.55935735 -0.141189563 -0.72526225 -0.87801731
#> [73,] 0.745005970 0.62442341 1.041377204 0.59279109 -0.37197275
#> [74,] 0.526624886 0.38656379 0.118207594 0.38519391 0.23670620
#> [75,] 0.223051182 0.41476364 0.067749517 0.47804647 -0.04054920
#> [76,] 0.551222756 1.07255585 0.613549563 -0.04056902 -0.67061032
#> [77,] 0.912991418 0.80588333 0.691013372 0.37839982 0.21104761
#> [78,] -0.280905164 0.10885655 0.140949263 -0.06925518 -0.39121670
#> [79,] 0.934589547 0.96343468 0.324303966 0.59732048 0.42059282
#> [80,] 0.261447856 0.58886707 0.415981317 -0.17947041 -0.19236257
#> [81,] -0.900051532 -1.00381154 -0.301802598 -0.24514660 0.05424506
#> [82,] -0.406894250 -0.40487120 -0.362920832 -0.48822402 -0.30568804
#> [83,] 0.324442400 -0.09038154 -0.377134375 0.10814604 -0.37553644
#> [84,] -0.629474970 -0.24548073 0.087648477 -0.41726353 -0.80674343
#> [85,] -0.026527199 0.11376087 -0.758057324 -0.66185075 -0.35272880
#> [86,] 0.151057419 0.05613508 -1.485080042 -0.58787067 0.03500112
#> [87,] -0.732066083 -0.74204334 0.339228186 0.02284248 -0.52806255
#> [88,] -0.912650441 -0.14432908 0.715176395 -0.19909778 -0.80246700
#> [89,] -1.031440151 0.08433494 -0.009003615 -1.32993621 0.11554060
#> [90,] -0.007328862 -1.09576758 -0.867501604 0.51126201 2.42980356
#> [91,] 1.038980505 1.24788536 1.478443647 1.28729800 2.05846663
#> [92,] 0.085063135 0.99224757 1.248894929 -0.14549996 -0.22657403
#> [93,] 0.008869735 1.08481665 0.554563360 -0.91323206 -0.43683198
#> [94,] 1.082776711 -0.66173507 0.068460194 0.89475062 0.32793677
#> [95,] 1.456544335 2.07303756 2.027797079 -0.49652791 1.75555263
#> [96,] 1.371951662 3.24578359 3.638191486 2.63554730 2.88880736
#> [97,] 0.511026237 -0.41100160 -1.151061785 -0.82415400 0.41560365
#> [98,] -0.733865927 -1.12028919 -1.284669088 -0.90870267 -0.93574916
#> [99,] -1.065637189 -0.21728088 -0.289010409 -0.69204671 -0.79890331
#> [100,] -0.302503293 -0.28716747 -0.968417759 -0.22325454 0.15117754
#> [101,] -0.706868266 -0.48517947 -0.770849513 -0.18173510 0.13906098
#> [102,] 1.034180921 1.04129079 1.368288690 2.19242169 2.07058319
#> [103,] 0.910591626 0.77277915 1.733576741 2.53816535 1.91021696
#> [104,] 0.966386793 0.40924628 0.993051158 2.21431375 1.83039021
#> [105,] 0.901592406 0.81998326 1.281586078 1.91763852 1.53246538
#> [106,] 0.986785026 0.88251336 0.956095946 0.75811393 0.18823996
#> [107,] -0.148316649 -0.16578549 0.219123748 0.23119455 -0.05765493
#> [108,] 2.904818882 1.66965707 0.153741451 -0.22174474 0.71923039
#> [109,] 1.412748128 0.61829301 -0.112051801 -0.90643797 -1.00488482
#> [110,] -0.280305216 -0.60656145 0.234758646 1.50923826 1.65363098
#> [111,] -0.130318208 -0.67583500 -0.371448958 0.18892022 -0.16242754
#> [112,] 0.495427589 0.69921432 0.749999575 0.05983252 -0.55158293
#> [113,] -1.368610944 -0.50234460 0.754263638 1.98482451 1.82540104
#> [114,] -0.961246231 -0.04440352 1.466362135 2.04521642 1.03925012
#> [115,] -0.540682661 -0.92534238 -0.293985149 -0.33724426 -0.81600904
#> [116,] 0.112060797 -0.37912351 -0.846891967 -1.32993621 -1.07402049
#> [117,] 0.379037671 0.72864026 0.598625343 -0.82339910 -0.45037402
#> [118,] -0.798660315 -0.17559414 0.722993843 1.87007989 2.00928765
#> [119,] 1.334154936 2.74983402 2.675934634 2.75255661 2.81111883
#> [120,] 0.137258614 1.04190383 1.353364470 2.12448079 2.33714751
#> [121,] -0.125518624 1.22826807 1.711545750 2.19242169 2.48682266
#> [122,] -0.984644204 0.58702795 1.604233501 2.08371626 1.22028578
#> [123,] -0.300703449 1.02780391 0.994472512 1.74023730 2.20030166
#> [124,] 1.899305982 1.46122337 2.213283813 2.27244096 3.72698821
#> [125,] 0.536824003 1.07623409 1.095388666 0.01000920 0.14618837
#> [126,] 0.168455912 1.11485562 0.985944386 -0.56446880 -0.24653072
#> [127,] -0.338500175 0.05123076 -0.557646370 -0.51464548 0.12195525
#> [128,] -0.231109477 0.01322226 -0.862526864 -0.64901747 -0.25365811
#> [129,] -0.182513687 0.30073815 -0.506477615 -1.01287870 -0.44110842
#> [130,] -0.511285208 0.05184380 -0.725366176 -1.00532972 -0.81315808
#> [131,] -0.230509529 0.28234694 -0.203018475 -0.77433068 -0.86304980
#> [132,] -1.053638228 -0.35766710 0.013738054 -0.29119543 -0.73832051
#> [133,] -1.294217389 -0.74694767 0.051403942 0.58222250 0.64439281
#> [134,] -1.461602889 -0.83645155 -0.047380181 0.34065488 0.11055143
#> [135,] -0.672071280 -1.29255350 -1.250556585 -0.47237115 -0.83168929
#> [136,] -0.972645244 -1.01607234 -0.298959889 -0.51162589 -0.64352624
#> [137,] -0.756064005 -1.14603688 -0.887400564 -0.24363681 -0.60646382
#> [138,] -0.799260263 -1.45010485 -1.322334976 -0.53427285 -0.63782433
#> [139,] -1.398008398 -0.81315602 -0.600997675 -0.35385203 -0.34631415
#> V46 V47 V48 V49 V5
#> [1,] -1.066041118 -0.781977228 -0.28149939 -0.309947750 0.750426587
#> [2,] -1.089464215 0.253030918 -0.27812203 -1.124868677 0.377511042
#> [3,] 1.927777661 1.906766426 1.12686012 0.484527133 -0.994604051
#> [4,] -0.784096435 -1.000872593 -1.39096246 -0.832782323 -0.307654362
#> [5,] -0.724237410 -0.030394296 0.23354815 -0.023703123 1.626510476
#> [6,] 0.805204059 -0.029129004 -1.10557546 -0.672134828 0.705819465
#> [7,] -0.139527512 0.393478233 0.43112377 0.764930033 -0.205950123
#> [8,] -0.645292898 -0.355574116 -0.66820722 -1.235861491 -1.026721180
#> [9,] -0.643557854 -0.943934492 -0.63274493 -0.838624050 -0.807254136
#> [10,] -0.666980951 0.068298413 -0.36593341 -1.060609679 -0.746588449
#> [11,] 0.174515490 0.131562969 -0.27136731 -0.184350617 1.521237667
#> [12,] 1.728247577 1.461383948 -0.37099945 -0.873674413 -0.045364481
#> [13,] -0.124779636 -0.453001533 -0.13458419 0.014268103 1.116204993
#> [14,] -0.051040257 -0.504878470 -0.73744312 -0.555300287 -0.625257076
#> [15,] -0.794506700 -1.360215275 -1.06504713 -0.418019701 3.216308328
#> [16,] 0.183190711 -0.688345684 -1.18156608 -0.231084434 1.820997531
#> [17,] -0.187241228 0.199888690 0.48853890 0.183678188 -0.543179970
#> [18,] 0.204878763 -0.168311029 0.48347286 0.551706994 -0.983898342
#> [19,] 0.420891767 0.403600562 -0.87253755 -0.464753517 -0.236282966
#> [20,] 0.447784952 0.079686033 -0.11094266 0.215807687 -0.618119936
#> [21,] -0.666980951 -1.221033250 -0.85227339 -1.189127675 -1.217639665
#> [22,] 0.221361683 -0.518796672 -0.46387688 -1.083976587 -0.771568438
#> [23,] -0.412796974 -0.913567505 -0.84720735 -1.194969402 0.336472489
#> [24,] -0.053642824 0.247969753 -0.83200922 0.595519947 -0.864351253
#> [25,] -0.789301567 -0.819935962 -1.14441511 -0.859070095 -0.205950123
#> [26,] -0.691271570 -0.864221151 -0.82187714 -0.996350681 -0.145284436
#> [27,] -0.639220244 -0.695937431 -0.76446200 -1.443242803 -0.148853006
#> [28,] -1.057365897 -1.004668467 -0.82525450 -1.232940628 -0.916095515
#> [29,] -0.555938122 -0.990750264 -1.27782086 -1.256307536 -0.896468381
#> [30,] 2.673846670 2.464759815 1.60475669 1.287764606 0.985952195
#> [31,] -0.256642996 -0.144270497 -0.37268813 -0.271976524 1.440944846
#> [32,] 0.942272551 0.422579929 0.13391601 -0.578667195 -1.040995459
#> [33,] -0.267053261 -0.628877001 -0.20213141 -0.555300287 -0.766215583
#> [34,] -1.122430055 -0.859159987 -0.72393367 -1.040163634 -0.314791502
#> [35,] -0.126514680 -0.280921940 -0.32540508 -0.555300287 -0.582434238
#> [36,] -0.535117591 -0.039251334 0.06974615 -0.301185159 -1.187306821
#> [37,] -0.393711488 -0.880669936 -1.07349053 -0.981746364 -0.275537234
#> [38,] -0.984494041 -1.147646365 -0.89449040 -1.156998176 -0.566375674
#> [39,] -0.804049443 -1.140054618 -1.16467927 -1.206652856 -0.714471321
#> [40,] -1.000976961 -1.226094415 -1.34199072 -1.291357899 -0.423632881
#> [41,] -0.646160420 -0.690876266 -0.58715055 -0.610796694 -1.008878330
#> [42,] -0.801446877 -0.274595484 0.12378392 0.025951557 -0.816175561
#> [43,] -0.660908296 -1.019851960 -0.74250916 -0.461832654 -0.723392745
#> [44,] -0.220207067 -0.683284519 -0.97216970 -0.698422600 -0.973192632
#> [45,] -0.404989276 -0.970505606 -0.79992429 -0.523170788 -0.414711457
#> [46,] -0.452702991 -0.894588138 -1.12246226 -0.730552099 -0.271968664
#> [47,] 0.247387346 -0.316350091 -0.42672591 -0.204796662 -0.976761202
#> [48,] -1.220460053 -1.038831327 -1.10050942 -0.972983773 -0.148853006
#> [49,] -0.747660506 -0.913567505 -0.81681110 -0.818178005 0.079535462
#> [50,] -0.902946963 -0.761732570 -0.74250916 -0.917487366 -0.188107274
#> [51,] -0.674788650 -0.384675812 -0.52973542 -0.052911758 -0.755509874
#> [52,] -1.059968464 -0.808548341 -0.88098096 -0.739314690 -0.018600207
#> [53,] -1.002712005 -0.487164394 -0.46894292 -0.602034103 -0.548532825
#> [54,] 1.127922281 0.918574053 0.25887836 0.437793316 -1.033858319
#> [55,] 0.232639471 0.861635952 0.83471840 -0.026623986 0.568429527
#> [56,] 0.393998582 1.027389090 1.33794518 2.485318657 -0.916095515
#> [57,] 1.185178740 1.573994859 1.87832293 2.368484115 -0.673432768
#> [58,] -0.609724492 0.053114919 0.65571827 0.680224990 0.654075202
#> [59,] 0.446049908 0.727515092 1.03567138 1.208901291 -0.955349783
#> [60,] -0.548130423 -0.735161456 -1.20014156 -1.171602494 1.715724722
#> [61,] -0.432749983 -0.164515156 -1.01269803 -0.897041321 -0.732314170
#> [62,] -0.831810151 -1.045157783 -0.84551867 -1.028480180 -1.240835368
#> [63,] -0.917694839 -0.199943307 0.07987823 -0.578667195 -0.609198511
#> [64,] 0.872870783 0.811024307 1.34638858 0.721117080 1.801370397
#> [65,] 0.706306539 0.978042736 0.99852040 0.437793316 5.794600018
#> [66,] 0.276883098 -0.388471686 0.21328399 0.367692591 -0.254125815
#> [67,] -1.130237754 -0.446675078 -0.24772578 -1.162839903 1.203634954
#> [68,] -0.819664841 -0.897118721 -0.54493354 -0.423861428 -0.739451310
#> [69,] -0.762408382 -0.084801814 0.38890676 0.735721397 1.201850669
#> [70,] -0.857835814 -1.118544669 -1.15792455 -0.958379455 -0.209518692
#> [71,] -0.742455374 -0.602305887 -1.08024525 -0.788969370 -0.270184379
#> [72,] -0.975818820 -1.152707529 -0.74082048 -1.206652856 2.052954569
#> [73,] -0.273125916 0.196092817 -0.20550877 -0.231084434 0.129495440
#> [74,] 0.309848938 -0.174637485 -0.64287701 -0.181429754 0.807523704
#> [75,] -0.433617505 -0.781977228 -1.39771718 -0.505645607 0.470293857
#> [76,] 0.222229205 1.066613115 0.52062383 0.329721365 0.500626700
#> [77,] -0.217604501 0.002503274 -0.60572604 -0.648767920 1.628294761
#> [78,] -0.372023436 -0.249289661 0.50880307 0.621807719 0.811092274
#> [79,] -0.922032449 -0.434022166 -0.62092416 -0.987588091 -0.612767081
#> [80,] -0.201989103 -0.239167332 -0.24265974 0.391059500 0.632663783
#> [81,] -0.221074590 -0.466919736 -0.69860346 -0.067516076 1.153674976
#> [82,] -0.975818820 -0.980627935 -0.51115993 -0.339156385 1.073382155
#> [83,] -0.575891130 -0.098720017 0.06299143 0.353088274 -0.236282966
#> [84,] -0.404989276 0.435232841 0.37033127 -0.152221119 0.812876559
#> [85,] 0.001011069 -0.663039861 -1.36563225 -1.218336310 0.900306519
#> [86,] 0.278618142 -0.087332397 -0.30514092 -0.797731961 0.632663783
#> [87,] -0.031954771 -0.105046472 -0.64456569 -0.350839839 -0.905389806
#> [88,] -0.320839632 -0.638999330 -0.63612229 0.046397602 1.808507537
#> [89,] 0.044387174 -0.903445176 -0.47569764 -0.006177942 2.657827152
#> [90,] 2.429205437 1.508199720 1.72127564 1.685002047 -0.946428359
#> [91,] 2.088269250 -0.480837938 0.94279395 0.764930033 1.012716469
#> [92,] -1.122430055 0.020217350 1.93067202 1.617822186 -1.065975447
#> [93,] 0.609144064 2.648227029 3.43866368 2.800771919 1.214340663
#> [94,] -0.247967775 -0.850302949 0.05792538 0.902210619 -0.944644074
#> [95,] 2.611385079 1.322201924 -0.01468788 2.000455310 -0.172048709
#> [96,] 5.083823074 5.534356100 4.10400378 3.192167633 -0.227361541
#> [97,] 1.707427047 1.829583667 0.32642558 1.156325747 -0.040011626
#> [98,] -0.880391388 -0.826262417 -0.91475456 -1.168681630 -0.598492802
#> [99,] -0.979288908 -0.599775305 -0.20888613 -0.175588027 -0.628825645
#> [100,] 0.308113894 -0.045577789 -0.86240547 -0.613717558 0.272238232
#> [101,] -0.578493696 -0.532714875 -0.26967863 -0.193113208 -0.091755889
#> [102,] 1.530452538 1.382935898 1.51525663 1.387073966 0.215141115
#> [103,] 1.077605999 0.497232106 0.76041646 1.243951653 0.557723817
#> [104,] 0.843375032 -0.025333131 1.25857720 1.220584745 -0.029305917
#> [105,] 1.330922454 1.198203393 1.09646387 1.077462431 0.038496910
#> [106,] 0.310716460 0.684495194 0.73002021 0.741563124 -0.496788562
#> [107,] 0.021831599 0.034135552 -0.06872565 -0.359602430 -0.610982796
#> [108,] 1.155682989 1.059021368 1.00189777 2.055951717 -0.018600207
#> [109,] -0.561143254 -0.121495257 0.21159531 0.726958807 -0.434338591
#> [110,] 1.768153594 2.013050882 1.48823774 1.188455246 -0.930369795
#> [111,] -0.191578838 -0.335329458 -0.09912190 -0.467674381 -0.296948653
#> [112,] -0.549865467 -0.565612444 -0.64625437 -0.800652824 1.521237667
#> [113,] 0.996926444 0.216337475 -0.68171666 -1.177444221 -0.473592859
#> [114,] -0.007664152 -0.959117986 -0.84889603 -0.596192376 -1.030289749
#> [115,] -0.119574503 -0.444144496 -1.44668891 -0.824019732 -0.652021349
#> [116,] -0.642690332 -0.464389154 -0.22239557 -0.426782291 -0.912526946
#> [117,] -0.751130595 -0.483368521 0.10183108 0.212886824 -0.295164368
#> [118,] 0.493763624 -0.471980900 0.54595404 0.782455214 0.359668193
#> [119,] 1.874858813 1.743543871 2.34777610 2.207836621 0.548802393
#> [120,] 0.451255041 0.494701524 1.90534182 1.574009233 -0.266615809
#> [121,] 0.680280876 0.320091348 1.65372843 1.261476834 0.222278255
#> [122,] -0.444027770 0.099930691 1.47979434 1.664556003 0.982383625
#> [123,] 0.407011413 -0.263207864 0.76885986 1.141721429 -0.573512813
#> [124,] 3.879702394 3.695888086 3.12794647 3.122066908 -0.114951592
#> [125,] 0.655122735 0.875554154 0.95968075 1.331577559 -0.006110213
#> [126,] -0.294813968 0.426375803 0.80432215 0.586757357 -0.960702638
#> [127,] -0.171625830 0.513680891 0.25043496 -0.073357803 0.402491031
#> [128,] 0.391396016 1.019797343 0.98501096 -0.012019669 -0.536042830
#> [129,] 0.348019910 0.923635217 0.34668974 -0.599113240 0.249042529
#> [130,] 0.202276197 0.833799547 0.56790689 0.002584649 0.309708215
#> [131,] 0.440844775 0.998287394 0.29265197 -0.523170788 -0.402221462
#> [132,] -0.614929625 -0.298636015 -0.16329176 -0.055832622 -0.628825645
#> [133,] 0.738404857 0.847717750 0.46658606 0.090210555 0.008164066
#> [134,] 0.479883270 0.533925549 0.02077441 0.098973146 -0.296948653
#> [135,] -0.738117763 -0.641529912 0.22848211 0.633491173 0.650506633
#> [136,] -0.300886623 0.471926284 0.76717118 1.001519979 -0.659158489
#> [137,] -1.172746337 -0.453001533 0.58479369 0.385217773 -0.004325928
#> [138,] -0.585433873 -0.112638219 0.16262357 0.058081056 -0.734098455
#> [139,] -0.387638833 0.139154716 0.07650087 -0.076278667 -1.062406878
#> V50 V51 V52 V53 V54
#> [1,] -1.138089665 -0.258363040 -0.514782802 -0.22730091 -0.83191350
#> [2,] -0.765925777 -1.068749737 1.023136426 0.87102939 -0.12507374
#> [3,] 0.788892245 0.763428881 -0.130302995 -0.98329449 0.70207916
#> [4,] -1.262144294 0.014702042 -1.065524148 -0.72654195 0.02531770
#> [5,] -0.327599419 0.358235533 0.701004696 2.04067984 0.41633543
#> [6,] -0.170463556 -0.901387267 -0.545956841 0.21488402 -0.87703093
#> [7,] 1.988086996 -0.822110307 0.119089312 0.32899626 0.62688344
#> [8,] -0.005057383 -0.320022898 -0.452434725 1.68407909 1.13821433
#> [9,] -1.038845962 -0.813301756 -0.743392417 0.21488402 -0.77175692
#> [10,] 0.557323604 0.173255961 0.441221043 0.31473223 -0.23034775
#> [11,] -1.113278739 -0.002915060 -1.065524148 0.68559700 -0.48601319
#> [12,] 2.236196255 2.393010824 2.207749886 0.75691715 0.76223574
#> [13,] 0.143808172 1.811646455 2.051879694 0.37178835 0.25090485
#> [14,] -0.162193247 -0.963047124 -0.514782802 -1.35415926 -1.28308781
#> [15,] -0.641871147 -0.011723611 -0.431652033 -0.99755852 -0.07995631
#> [16,] -0.195274481 -0.416916959 0.617873927 0.18635596 -0.59128720
#> [17,] 0.300944036 -0.170277530 0.077523928 1.21336611 -0.90710922
#> [18,] -0.261436950 -0.416916959 -0.442043379 -1.26857508 -0.29050432
#> [19,] 0.590404838 0.120404655 -0.327738572 0.24341208 -0.89207007
#> [20,] 0.400187740 -0.320022898 -0.473217418 -0.01334046 -1.01238322
#> [21,] -0.459924358 -0.557853776 -0.992784725 -0.12745270 0.58176601
#> [22,] 0.226511259 -0.822110307 0.295742197 0.58574879 -0.15515203
#> [23,] -0.162193247 -0.866153063 1.064701811 0.12929984 0.49153115
#> [24,] 3.625608105 0.490363798 0.732178734 1.58423088 0.47649201
#> [25,] -0.451654049 1.344793250 2.623403732 0.60001282 -1.28308781
#> [26,] -0.220085407 -0.179086081 0.077523928 1.22763014 0.62688344
#> [27,] -1.080197505 -1.042324083 -1.159046263 -1.04035061 -0.65144377
#> [28,] 0.044564469 0.393469737 0.410047004 0.82823730 -0.72663949
#> [29,] -0.650141456 -1.165643798 -0.670652994 -0.58390165 0.38625714
#> [30,] 0.061105086 0.455129594 -0.390086649 0.68559700 -0.11003460
#> [31,] -0.674952382 -0.742833348 0.347698927 0.31473223 0.52160944
#> [32,] 0.582134530 -0.778067552 -1.304525109 -0.85491822 -1.19285295
#> [33,] -1.063656887 -1.130409594 -0.421260687 0.18635596 0.13059170
#> [34,] -1.270414603 -1.227303655 -0.847305879 -0.95476643 -0.36570004
#> [35,] 0.491161135 -0.161468979 -0.930436648 -1.09740673 -1.23797038
#> [36,] -0.650141456 -0.936621471 -0.878479917 -0.91197434 -1.01238322
#> [37,] -0.881710098 -1.200878002 -0.847305879 -0.79786210 -0.11003460
#> [38,] -1.038845962 -0.910195818 -1.034350109 0.34326029 -0.04987802
#> [39,] -1.253873986 -1.192069451 -0.961610686 -0.44126135 -1.10261808
#> [40,] -0.683222690 -0.549045225 -0.577130879 -0.91197434 -1.35828353
#> [41,] -0.368950963 -1.103983941 -0.888871263 -1.16872688 -1.25300952
#> [42,] -0.087760469 -0.478576817 -0.992784725 1.17057402 0.79231403
#> [43,] -0.517816518 -0.637130735 0.067132582 -0.86918225 -0.77175692
#> [44,] -0.815547629 -1.156835247 -0.670652994 -1.14019882 -1.14773552
#> [45,] -1.187711517 -0.663556388 -0.151085687 -0.71227792 -1.02742237
#> [46,] -0.856899172 -0.126234775 -0.618696264 -0.59816568 -0.33562175
#> [47,] -0.732844542 -1.148026696 -0.743392417 -0.46978941 0.14563084
#> [48,] -0.749385160 -0.267171591 -0.587522225 -1.16872688 0.20578742
#> [49,] -1.592956640 0.296575675 -0.067954918 -0.34141315 -0.54616977
#> [50,] -0.856899172 0.005893491 -0.442043379 0.65706894 -0.35066090
#> [51,] 0.946028109 -0.002915060 -0.286173187 -0.11318867 -1.22293123
#> [52,] -0.807277320 0.058744797 -1.086306840 -0.38420524 0.16066999
#> [53,] 0.342295579 -0.346448551 -0.722609725 -1.18299091 0.28098314
#> [54,] 1.706896503 -0.364065653 -1.096698186 -0.98329449 0.02531770
#> [55,] 0.209970641 -0.522619572 -1.065524148 -0.02760449 -0.38073919
#> [56,] 1.649004343 -0.099809122 -0.421260687 -1.02608658 0.14563084
#> [57,] 1.318191998 -0.231937387 0.399655658 0.47163655 -0.36570004
#> [58,] -1.088467813 0.886748596 -0.213433764 0.04371566 -0.27546518
#> [59,] -0.162193247 0.772237432 -0.525174148 -0.96903046 -0.12507374
#> [60,] -0.393761889 -0.610705082 0.462003735 -0.45552538 -0.36570004
#> [61,] 0.987379652 -0.196703183 -0.161477034 0.21488402 -0.78679607
#> [62,] -0.914791332 -0.293597245 -0.691435687 -1.04035061 0.08547427
#> [63,] -0.468194666 -0.689982042 0.929614311 2.14052804 0.62688344
#> [64,] 0.325754962 1.001259759 -0.545956841 0.34326029 0.86750974
#> [65,] -0.046408926 0.014702042 2.374011424 1.49864670 0.76223574
#> [66,] -0.377221271 -0.645939286 0.597091235 1.09925387 0.85247060
#> [67,] -1.138089665 0.904365698 -0.462826072 2.24037625 0.07043513
#> [68,] -0.112571395 1.300750495 1.147832580 1.81245536 -0.15515203
#> [69,] 0.549053295 0.534406554 2.051879694 0.08650775 -0.23034775
#> [70,] -1.005764727 -0.152660428 -0.649870302 -0.32714912 1.93528895
#> [71,] -0.071219852 -0.804493205 1.947966233 1.19910208 0.50657029
#> [72,] -1.171170900 -1.086366839 0.306133543 -0.08466061 -0.29050432
#> [73,] 0.209970641 -0.187894632 -0.577130879 0.98514163 1.09309690
#> [74,] -0.666682073 -1.280154962 0.087915274 1.05646178 -0.36570004
#> [75,] -0.509546209 -1.112792492 -1.252568378 -1.42547941 1.86009323
#> [76,] 1.028731196 0.869131493 0.836092196 2.24037625 1.10813604
#> [77,] -0.129112012 -0.443342612 -0.171868380 -0.05613255 -0.63640463
#> [78,] -0.203544790 0.516789452 1.407616233 0.67133297 2.31126754
#> [79,] -1.105008431 0.596066411 -0.920045302 0.44310849 0.14563084
#> [80,] 0.946028109 0.270150022 -0.369303956 1.04219775 -0.39577833
#> [81,] -0.038138617 0.842705840 -0.192651072 1.21336611 -0.72663949
#> [82,] -0.244896333 -0.170277530 0.919222965 0.99940566 0.35617886
#> [83,] 0.234781567 -0.231937387 0.410047004 0.42884447 0.16066999
#> [84,] -0.046408926 -0.126234775 -1.107089532 -0.52684553 0.70207916
#> [85,] -0.559168061 -0.020532162 1.262137387 -0.48405344 2.40150240
#> [86,] -0.062949543 0.041127695 0.399655658 1.22763014 2.35638497
#> [87,] -0.129112012 1.749986598 -0.161477034 -0.59816568 2.01048467
#> [88,] 0.606945456 0.146830308 -0.161477034 0.34326029 3.61967305
#> [89,] 2.269277490 0.825088738 1.459572964 1.42732655 0.56672687
#> [90,] 2.550467983 0.648917717 -0.358912610 -0.56963762 -0.27546518
#> [91,] 2.236196255 0.340618431 1.708965271 4.06617207 2.86771586
#> [92,] 0.003212926 0.472746696 0.441221043 1.31321431 1.60442779
#> [93,] 0.102456629 1.820455006 3.226101808 1.78392730 2.80755928
#> [94,] -0.228355716 0.789854534 1.293311426 0.54295670 1.84505409
#> [95,] 3.551175327 0.701769024 1.823270079 0.31473223 -0.32058261
#> [96,] 2.285818107 7.484353329 5.979808534 3.02489789 3.09330302
#> [97,] 2.178304095 0.146830308 -1.044741455 -0.78359807 1.30364491
#> [98,] -0.666682073 -0.187894632 -0.390086649 -1.29710314 -0.81687435
#> [99,] 0.391917431 -0.029340713 -0.088737611 -0.98329449 0.29602228
#> [100,] -0.947872567 -1.015898430 -0.836914533 -1.08314270 -1.25300952
#> [101,] -0.534357135 0.173255961 -0.171868380 -1.16872688 -0.84695264
#> [102,] 0.433268974 -0.223128836 -0.400477995 0.30046820 -0.51609148
#> [103,] 0.515972061 -0.663556388 0.316524889 0.21488402 0.14563084
#> [104,] 0.218240950 0.525598003 0.908831619 0.67133297 -0.30554347
#> [105,] 0.549053295 -0.293597245 -0.442043379 -0.61242971 -1.26804867
#> [106,] 0.193430024 0.446321043 -0.109520303 -0.54110956 -1.38836181
#> [107,] -0.559168061 -0.549045225 -0.577130879 -0.48405344 -0.33562175
#> [108,] 2.434683662 -1.121601043 -0.587522225 -1.12593479 -1.08757894
#> [109,] 0.143808172 0.111596104 -0.462826072 -0.76933404 -1.32820524
#> [110,] 0.640026690 0.129213206 -0.545956841 -0.92623837 -1.17781380
#> [111,] 0.168619098 -0.601896531 -0.109520303 -0.64095777 1.25852748
#> [112,] -0.674952382 -0.284788694 -0.119911649 0.12929984 -0.07995631
#> [113,] -1.154630282 -0.998281328 -0.805740494 -0.01334046 -0.36570004
#> [114,] -0.931331949 -0.002915060 -0.888871263 -1.14019882 -0.24538689
#> [115,] -0.385491580 -0.258363040 -0.826523186 -0.68374986 0.50657029
#> [116,] -1.171170900 -0.557853776 0.004784505 -0.11318867 -0.92214836
#> [117,] -1.229063060 -0.320022898 0.129480658 -0.92623837 0.16066999
#> [118,] -0.906521023 0.833897289 0.732178734 -0.65522180 -0.75671778
#> [119,] 1.301651380 1.873306313 0.441221043 -0.99755852 -0.15515203
#> [120,] 0.433268974 1.785220802 0.493177773 -1.22578299 -0.01979974
#> [121,] -0.534357135 1.371218903 1.075093157 -0.38420524 0.61184430
#> [122,] 0.838514097 1.688326741 0.347698927 1.34174237 0.62688344
#> [123,] -0.451654049 1.538581373 0.077523928 -1.22578299 -0.54616977
#> [124,] 2.575278909 -0.883770165 -0.577130879 1.37027043 0.01027855
#> [125,] 0.209970641 -0.029340713 -0.296564533 -1.15446285 -1.28308781
#> [126,] -0.187004173 0.393469737 -0.390086649 -0.02760449 -0.15515203
#> [127,] -0.840358554 0.604874962 -0.130302995 0.04371566 -0.69656120
#> [128,] -0.360680654 0.305384227 0.171046043 -0.64095777 -0.32058261
#> [129,] -0.459924358 -0.143851877 -0.265390495 -0.61242971 -0.89207007
#> [130,] -1.278684912 0.270150022 -0.639478956 -0.71227792 -0.44089576
#> [131,] -0.178733864 0.481555247 0.004784505 -0.15598076 -0.84695264
#> [132,] -0.807277320 -0.575470878 -0.525174148 -0.35567718 -1.16277466
#> [133,] 0.168619098 0.437512492 -0.099128957 -0.17024479 -0.47097405
#> [134,] -0.038138617 0.102787552 -0.015998188 -1.11167076 -1.22293123
#> [135,] 0.631756381 -0.073383468 -0.442043379 -0.85491822 -0.90710922
#> [136,] 0.755811011 0.428703941 -0.182259726 -0.09892464 1.43899721
#> [137,] -0.162193247 -0.910195818 -0.753783763 -0.17024479 0.47649201
#> [138,] 0.300944036 0.005893491 0.274959504 -1.08314270 -0.78679607
#> [139,] 0.350565888 -0.989472777 -0.494000110 -0.84065419 0.34113971
#> V55 V56 V57 V58 V59
#> [1,] 0.1151923883 2.215145657 1.24748027 -0.47127085 -0.41465808
#> [2,] 1.5203044390 3.253182554 4.51637031 1.61550604 0.32274488
#> [3,] -0.0318542217 -0.095955359 -0.42411122 -0.56200028 -0.62044495
#> [4,] 0.3766085838 -1.231920265 -0.01549997 -0.48941674 0.52853175
#> [5,] -0.2769319049 1.177108760 0.35596481 1.23444243 -0.68904057
#> [6,] 0.5563322182 0.374099085 0.22595214 -0.50756262 -0.48325370
#> [7,] -0.4729940515 -0.566009802 -0.14551264 0.32714813 -0.29461574
#> [8,] -0.0481927339 -0.193883368 -0.75842952 -0.72531326 -0.34606245
#> [9,] -0.5056710760 0.295756678 -0.57269713 -1.30598161 -0.39750917
#> [10,] 0.1805464372 -1.153577857 -0.25695207 -0.30795788 -0.29461574
#> [11,] 2.0431368300 -0.037198553 1.47035914 -0.47127085 2.12338000
#> [12,] 0.3602700716 -0.585595404 0.41168452 -1.08823098 -0.05453105
#> [13,] 0.3439315593 -1.055649848 -0.51697742 -0.68902148 0.61427628
#> [14,] -0.3096089294 -0.761865821 0.87601549 1.03483768 -0.10597777
#> [15,] 0.5563322182 -1.408190681 2.00898306 0.34529402 0.68287190
#> [16,] -0.7344102470 -0.468081793 -0.44268446 0.12754339 -0.82623182
#> [17,] -0.8324413203 -1.016478644 -0.90701543 1.57921426 0.56282956
#> [18,] -0.3749629782 -1.016478644 -0.81414924 -0.68902148 -0.10597777
#> [19,] -0.1952393438 0.902910335 0.48597748 -0.32610376 -0.75763620
#> [20,] 0.0171613150 -0.605181006 0.82029578 -0.99750155 0.25414925
#> [21,] 1.6836895612 1.216279964 0.48597748 0.30900225 -0.41465808
#> [22,] 0.4092856082 0.315342280 -0.34981827 -1.01564743 -0.17457340
#> [23,] 0.4909781693 -0.350568182 -0.27552531 -0.79789680 -0.07167996
#> [24,] -0.5220095882 -0.095955359 0.13308594 0.54489876 -0.29461574
#> [25,] 0.2132234616 0.354513483 0.07736623 1.90584021 0.56282956
#> [26,] -0.3586244660 1.000838344 2.67761966 0.21827282 0.01406457
#> [27,] -0.5383481004 -0.291811377 1.30319999 1.03483768 -0.43180698
#> [28,] -0.6853947104 -0.193883368 -0.59127037 -0.41683319 2.02048657
#> [29,] 0.4419626327 -0.468081793 0.30024509 -0.45312497 -0.31176464
#> [30,] 0.7197173404 2.352244870 -0.88844219 2.25061205 3.06656983
#> [31,] 0.0498383394 -0.526838599 -0.81414924 0.85337882 -0.34606245
#> [32,] -1.3225966869 -0.095955359 0.43025776 -0.38054142 0.15125582
#> [33,] 0.1151923883 1.216279964 -0.01549997 -0.96120977 -0.36321136
#> [34,] 0.4419626327 -0.546424201 -0.79557600 -0.19908256 -0.31176464
#> [35,] -1.0611804914 -0.585595404 1.21033379 1.18000477 -0.82623182
#> [36,] -1.2082271013 -0.624766608 -0.66556333 -1.16081452 -0.72333839
#> [37,] 0.7687328770 0.863739131 -0.47983094 -1.03379332 -1.20350775
#> [38,] -0.7017332226 -0.409324988 -0.79557600 -0.72531326 -0.94627416
#> [39,] -0.6037021493 -0.585595404 -1.03702810 -0.61643794 0.16840472
#> [40,] -1.2409041258 -0.644352210 -0.62841685 -0.96120977 -0.91197635
#> [41,] -0.7670872715 -1.153577857 -0.72128304 -0.74345914 -0.43180698
#> [42,] -0.3096089294 0.374099085 0.00307327 0.10939750 0.16840472
#> [43,] -0.2279163683 -1.114406654 -0.47983094 -0.92491800 -1.15206103
#> [44,] -0.5710251248 -0.820622626 -0.86986896 -0.70716737 -1.20350775
#> [45,] -0.8324413203 -1.447361885 -1.01845487 -0.47127085 -0.89482745
#> [46,] 0.0008228028 -0.663937812 -0.83272248 -1.01564743 -0.46610480
#> [47,] -1.2245656136 -1.094821052 -0.88844219 -0.28981199 -0.63759386
#> [48,] -0.5546866126 -0.017612951 0.05879299 -0.34424965 -0.36321136
#> [49,] -0.7180717348 -0.252640173 -0.44268446 -0.38054142 -0.05453105
#> [50,] -1.1265345403 0.001972651 -0.51697742 -0.88862623 -0.68904057
#> [51,] -0.5710251248 -0.115540960 -0.31267179 -0.67087560 -0.56899823
#> [52,] -0.0645312461 -0.389739386 -1.29705345 -0.94306389 -0.86052963
#> [53,] 1.0464875847 -0.428910590 -0.86986896 -0.83418857 0.47708503
#> [54,] 0.5399937060 0.178243067 -0.21980560 -0.25352022 -0.79193401
#> [55,] -0.1625623194 0.315342280 -0.77700276 -0.81604269 -1.08346541
#> [56,] -0.9304723936 -0.409324988 0.31881833 -0.32610376 -0.14027558
#> [57,] -0.8161028081 -0.526838599 3.43912245 0.49046111 -0.67189167
#> [58,] -0.6527176859 -0.076369757 0.57884367 1.56106838 2.46635812
#> [59,] 0.2949160227 -0.938136237 1.09889436 -0.12649902 0.54568066
#> [60,] -0.7997642959 0.746225520 -0.73985628 -0.65272971 0.08266019
#> [61,] -0.2769319049 -1.231920265 -0.70270981 -1.21525218 -0.55184933
#> [62,] 1.2588882435 1.431721584 -0.05264645 0.18198104 0.70002081
#> [63,] 2.3862455866 -0.722694617 -1.01845487 -0.48941674 0.21985144
#> [64,] -0.3913014905 0.804982325 2.25043517 1.18000477 4.38703559
#> [65,] 1.5203044390 -1.271091468 0.61599015 0.94410825 1.74610407
#> [66,] 3.3175407830 0.236999872 3.14195063 2.70425919 1.95189094
#> [67,] 0.8340869259 2.136803250 2.91907177 -0.32610376 0.63142518
#> [68,] 1.1771956825 2.254316861 -0.75842952 5.48057975 0.85436096
#> [69,] 1.1608571702 0.863739131 -0.64699009 0.47231522 2.60354937
#> [70,] 1.8143976590 -0.076369757 -0.70270981 0.45416933 -0.48325370
#> [71,] 3.1051401242 1.451307186 -0.38696475 0.83523294 0.82006315
#> [72,] 2.9907705386 3.899507414 0.44883100 -0.38054142 1.23163689
#> [73,] -0.7997642959 1.000838344 -0.12693940 -0.56200028 0.99155221
#> [74,] -0.4403170271 1.040009547 0.30024509 0.16383516 0.63142518
#> [75,] 1.9941212933 0.060729456 0.82029578 0.70821174 0.61427628
#> [76,] -0.8161028081 -0.193883368 0.89458873 0.03681396 0.03121348
#> [77,] -0.9141338814 0.413270289 0.13308594 0.58119054 1.45457267
#> [78,] 0.1642079250 -0.722694617 -0.42411122 1.27073420 0.45993613
#> [79,] -0.5546866126 1.705920010 1.26605351 0.03681396 2.91222968
#> [80,] -0.2115778561 0.334927882 -0.33124503 -0.54385440 -0.22602011
#> [81,] 0.1478694127 -0.546424201 -0.12693940 0.70821174 -0.05453105
#> [82,] -1.0611804914 0.902910335 -0.34981827 -0.97935566 -0.82623182
#> [83,] -0.4076400027 1.549235195 0.28167185 -0.70716737 -0.39750917
#> [84,] -1.2245656136 1.079180751 -0.46125770 3.06717691 0.01406457
#> [85,] -0.1298852950 0.648297511 0.63456339 -0.12649902 0.35704269
#> [86,] 0.8667639503 0.922495936 0.80172254 0.32714813 -1.10061432
#> [87,] -0.8977953692 0.178243067 0.95030845 0.69006585 0.37419160
#> [88,] -0.3586244660 -0.213468970 -0.94416191 0.07310573 1.19733908
#> [89,] 1.6019970001 -0.448496191 -0.51697742 0.72635762 1.30023252
#> [90,] 1.2915652680 0.628711909 2.17614221 1.19815066 -0.14027558
#> [91,] 1.4386118779 3.351110563 1.26605351 -0.03576959 -0.87767854
#> [92,] 0.8831024625 -0.566009802 -0.85129572 1.57921426 -0.29461574
#> [93,] 0.8831024625 1.627577602 1.93469011 2.15988262 2.24342235
#> [94,] 1.6346740246 2.097632046 0.69028311 0.34529402 0.03121348
#> [95,] 3.1704941730 0.765811122 0.35596481 1.30702597 1.38597705
#> [96,] 2.6966773187 0.178243067 1.93469011 2.52280033 2.58640046
#> [97,] 0.2622389983 0.844153529 -0.57269713 0.27271047 -0.10597777
#> [98,] -0.7834257837 -0.957721839 0.09593946 -0.50756262 -0.94627416
#> [99,] -0.7180717348 0.707054316 -0.38696475 0.29085636 -1.16920994
#> [100,] -1.2082271013 -0.957721839 -0.98130839 -0.23537433 -0.86052963
#> [101,] -0.6200406615 -0.918550635 -0.90701543 -0.65272971 -0.43180698
#> [102,] -0.7834257837 -0.193883368 -0.23837884 -0.54385440 -1.27210338
#> [103,] -1.0775190036 0.374099085 -0.01549997 -0.27166611 -1.01486979
#> [104,] -0.4729940515 -1.075235450 -0.29409855 -0.41683319 -0.84338073
#> [105,] -0.6853947104 0.021558252 -0.77700276 -0.21722845 -0.48325370
#> [106,] -0.9958264425 -0.566009802 -0.81414924 -0.96120977 -0.92912526
#> [107,] -0.8651183448 -0.272225775 -0.66556333 -0.70716737 -1.10061432
#> [108,] -0.0645312461 -1.133992255 0.20737890 0.59933642 0.11695801
#> [109,] -0.1952393438 -0.389739386 -1.05560134 -0.09020725 -0.03738215
#> [110,] -0.8324413203 -0.389739386 -0.10836616 -0.72531326 -0.56899823
#> [111,] 0.3929470960 0.942081538 0.15165918 1.45219306 1.43742377
#> [112,] -0.9794879303 -1.036064246 -0.86986896 -0.45312497 -0.05453105
#> [113,] -1.1918885891 -0.468081793 -1.07417458 -1.25154395 0.08266019
#> [114,] -0.2442548805 0.334927882 0.24452537 0.18198104 -0.62044495
#> [115,] 0.3602700716 -0.840208228 -0.31267179 0.54489876 0.09980910
#> [116,] -0.4729940515 -0.115540960 -0.59127037 -0.54385440 -0.50040261
#> [117,] -0.8977953692 -0.311396979 0.52312396 -0.12649902 -0.39750917
#> [118,] -0.1298852950 -0.801037024 -1.07417458 -0.34424965 -0.15742449
#> [119,] 0.5563322182 -0.056784155 -0.31267179 -0.97935566 -0.56899823
#> [120,] 0.7523943648 -0.742280219 -0.57269713 -0.81604269 -0.77478510
#> [121,] 1.3569193169 -1.290677070 0.67170987 -0.70716737 -0.56899823
#> [122,] -0.0972082705 -0.644352210 -0.55412390 -0.87048034 -0.36321136
#> [123,] 0.1968849494 -0.703109015 -0.29409855 -0.43497908 -0.74048729
#> [124,] -0.7834257837 -0.918550635 -0.20123236 0.21827282 -0.10597777
#> [125,] -0.4893325638 0.276171076 -1.18561402 0.20012693 0.57997847
#> [126,] -1.0121649547 -0.663937812 -0.96273515 -0.10835313 -0.27746683
#> [127,] -0.9631494181 0.021558252 -0.72128304 -0.52570851 -0.92912526
#> [128,] 0.0661768516 -0.781451423 -0.31267179 -0.34424965 -0.48325370
#> [129,] -0.2442548805 -1.388605079 -0.34981827 -0.72531326 -1.28925228
#> [130,] -0.3096089294 0.119486262 -0.66556333 -0.92491800 -0.72333839
#> [131,] -0.6853947104 -0.703109015 -0.83272248 -0.70716737 -1.08346541
#> [132,] -0.1298852950 -0.703109015 -0.03407321 -0.56200028 -0.92912526
#> [133,] -1.1101960280 -0.996893043 -0.34981827 -1.05193920 -0.89482745
#> [134,] -0.4566555393 -1.212334663 -0.88844219 -1.05193920 -0.84338073
#> [135,] -0.7180717348 0.393684687 -0.34981827 -0.43497908 -0.19172230
#> [136,] -0.8814568570 0.452441493 -0.14551264 0.72635762 2.00333766
#> [137,] -0.3913014905 -0.291811377 -0.72128304 -0.77975091 -0.24316902
#> [138,] -0.4076400027 0.217414271 1.24748027 1.14371300 0.01406457
#> [139,] -0.8324413203 -0.840208228 -0.72128304 0.07310573 -0.68904057
#> V6 V60 V7 V8 V9
#> [1,] 2.510414347 -0.3806282243 1.56325504 2.74835482 1.444748685
#> [2,] 2.012753085 0.2659745751 2.02422770 3.12099461 3.543499163
#> [3,] -1.127604449 1.0076660215 -0.21023247 -0.08499256 -1.097700478
#> [4,] -0.666077008 0.5702582454 -0.02416715 1.44540051 1.655459149
#> [5,] 1.076558632 0.7414178100 -0.82542143 0.07562804 0.280735815
#> [6,] -0.217689138 -0.2094686597 -0.32924723 -0.93692423 -0.292916460
#> [7,] -0.761338900 -0.7990182709 -0.78854362 -1.59868110 -1.017871844
#> [8,] -0.629943187 -0.4566991419 -0.28063557 -0.82898718 -0.759821144
#> [9,] -1.265569947 -0.5327700594 -1.38696994 -1.37509722 -1.352966458
#> [10,] -0.835248988 -0.6088409770 -1.16570306 -0.49361137 -0.716193868
#> [11,] 2.035747335 0.1708859282 1.59678033 0.88772579 -0.298485900
#> [12,] 0.214274268 0.0567795518 0.77038208 0.25552311 -0.291988220
#> [13,] -0.403285582 0.2089213869 -1.09865250 -1.44320036 -0.690203150
#> [14,] -0.488692796 0.4561518691 -0.33092349 -0.26231771 -0.915765452
#> [15,] 2.470995634 -0.0192913658 2.88918002 3.55659768 2.972631607
#> [16,] 3.310285749 -0.7039296240 2.99143214 1.31047921 1.902370970
#> [17,] -0.465698546 0.2849923045 -0.75837086 -0.27259742 0.531360596
#> [18,] 0.005683574 -0.4376814125 -0.33595229 -1.15922314 -0.788596582
#> [19,] -0.868097916 -0.8560714591 -0.89750079 -0.91122493 -1.073566240
#> [20,] -1.401892999 -0.1143800128 -1.52442360 -0.88809556 0.107154949
#> [21,] -0.436134511 0.2089213869 0.36304988 0.13987628 0.007833277
#> [22,] -0.889449719 -0.7800005416 -0.54716158 -0.80842775 -1.124619436
#> [23,] -0.496905028 -0.3616104949 -1.35679718 -1.39180177 -1.010445925
#> [24,] -0.618446062 0.7794532688 0.73853306 0.18998990 -0.748682265
#> [25,] 0.619958531 0.1138327400 0.20212852 0.89800551 -0.194523028
#> [26,] -0.572457562 1.1027546685 -0.34098108 -0.57713408 -1.299128542
#> [27,] -0.120784800 -0.4376814125 -0.63767984 -0.21862890 -0.948253850
#> [28,] -0.685786365 0.7794532688 -1.34338707 -0.27259742 0.121078548
#> [29,] -0.979784272 -0.7419650828 -1.26292639 -1.65136465 -1.258285986
#> [30,] 0.440931872 2.2057829733 0.64466227 1.03164185 -0.866568736
#> [31,] 1.142256489 -0.8370537297 -0.50860750 0.01394973 -0.174101749
#> [32,] -0.528111509 -0.0763445540 -0.64103237 -0.39980894 -0.731045706
#> [33,] -0.598736705 1.1027546685 -0.54045652 0.14373117 -0.965890408
#> [34,] -0.611876276 -0.6468764358 -0.38624021 -0.80328789 -1.118121756
#> [35,] -0.634870526 -0.0002736364 -1.02992566 -1.55627726 -0.818300260
#> [36,] -1.089828181 -0.5898232476 -0.61421214 -0.54886486 -0.771888263
#> [37,] -0.046874712 -0.7800005416 -0.14150564 -0.59769352 -0.576029638
#> [38,] -0.243968281 -0.7039296240 -0.56057169 -0.88295570 -0.145326312
#> [39,] -0.588882027 -0.1143800128 -0.58739192 -0.93306933 -0.490631565
#> [40,] -0.454201421 -0.9131246473 -0.49016859 -0.51545577 -0.064569438
#> [41,] -0.716992846 -0.6278587064 -1.32662443 -0.50260612 -0.876779375
#> [42,] -1.012633200 0.5892759748 -1.47916447 -0.72233510 -0.869353456
#> [43,] -0.442704296 -0.8941069179 -0.53207520 -0.55785961 -0.584383798
#> [44,] -1.265569947 -0.5517877888 -1.16737933 -0.98575289 -0.674423071
#> [45,] 0.233983624 -0.9131246473 0.03282584 -0.40623376 -0.502698684
#> [46,] -0.725205079 -0.7800005416 -1.02489687 -1.07441546 -0.734758666
#> [47,] -1.508652016 -0.3045573067 -0.94611245 -0.49875123 -0.923191372
#> [48,] -0.314593476 -0.4757168712 -0.36780131 -0.87139102 -0.779314183
#> [49,] 0.779275832 -0.1904509303 -0.11636168 -0.94334905 -0.430295970
#> [50,] -0.513329492 -0.7609828122 0.26247403 -0.31243133 -0.368103894
#> [51,] -0.319520815 -0.6468764358 0.86257661 0.01137980 -0.666068911
#> [52,] -0.275174762 -0.7039296240 -0.34936240 -1.08983504 -1.214658709
#> [53,] 0.652807459 1.8824815736 1.65544958 -0.19806947 -0.956608009
#> [54,] -0.058371836 0.2659745751 -0.28398810 -0.34969531 0.484020360
#> [55,] 0.179782893 0.0948150106 0.29264679 -0.42807817 -0.588096757
#> [56,] -0.930510880 -0.7609828122 0.33622965 0.80934294 0.085805430
#> [57,] -0.854958345 -0.5137523300 1.53643482 2.27163288 0.980628721
#> [58,] -0.133924371 2.0726588676 1.00505907 0.51765593 -0.316122458
#> [59,] -0.362224422 0.4941873279 -0.91593970 0.84789188 1.016830079
#> [60,] 4.547047895 -0.2094686597 4.20001862 2.87942123 1.530146759
#> [61,] -0.580669795 0.2469568457 0.06635112 -0.33684566 -0.239078544
#> [62,] -0.270247423 -0.1524154715 0.96315246 0.51251607 -0.169460550
#> [63,] -0.955147576 0.3990986809 -1.44563918 -0.77244873 -0.355108535
#> [64,] 1.401763021 7.1313748864 1.66550716 -0.73775468 -0.496201005
#> [65,] 1.209596791 3.1756871724 1.05534699 -1.65393458 0.137786866
#> [66,] -0.301453905 0.6082937042 -0.03757726 1.75379206 -0.533330602
#> [67,] 0.222486500 1.2739142330 -0.56895301 -0.55914457 0.303013574
#> [68,] 0.206062035 1.7493574679 1.21459209 0.34033078 1.165348467
#> [69,] -0.810612292 1.1407901273 -0.65611875 -0.86111130 -0.379242774
#> [70,] -0.956790022 -0.8560714591 -0.28063557 0.05892349 -1.097700478
#> [71,] -0.784333149 -0.1714332009 -0.93605487 -0.87139102 -0.297557660
#> [72,] -0.214404245 0.5322227866 -0.77513351 -0.32142609 -0.950110329
#> [73,] -0.490335242 0.5322227866 -1.42384775 -0.48975648 -1.144112474
#> [74,] 0.771063600 -0.2855395773 0.53570509 -1.22218641 -1.086561599
#> [75,] -0.462413653 0.6843646218 -0.62091720 -1.15022838 -0.637293474
#> [76,] -0.445989189 0.0377618224 0.32449581 -0.21348904 -1.232295268
#> [77,] -1.045482128 1.3119496918 -0.83883155 -0.66065679 -1.194237431
#> [78,] 1.654699768 -0.7419650828 0.44518683 -0.53087535 -0.399664052
#> [79,] 0.263547660 2.5481021024 1.30511036 0.22339899 -0.893487694
#> [80,] 0.741499565 -0.4757168712 0.92627465 -0.44349774 -0.327261338
#> [81,] 1.414902593 -0.5898232476 0.21050984 0.34804057 -0.071995357
#> [82,] 0.752996690 -0.7800005416 0.15519312 0.40072413 0.077451271
#> [83,] -0.219331585 -0.6468764358 0.24235886 -0.33941559 -0.212159586
#> [84,] 0.794057850 0.1899036575 -0.05266364 -0.14538591 0.314152453
#> [85,] 0.756281583 0.0567795518 1.52637723 1.63300537 0.975987522
#> [86,] 0.979654294 -0.5327700594 0.62622336 0.99437787 1.405762609
#> [87,] 0.603534066 1.1788255860 1.42244885 1.78848611 1.196908625
#> [88,] 0.613388745 -0.2475041185 0.92124586 1.05220128 -0.139756872
#> [89,] 2.556402847 0.6843646218 1.40400995 0.41871364 0.018972156
#> [90,] 0.348954873 0.4181164103 2.00076000 1.69468368 2.381342773
#> [91,] -1.360831839 0.7033823512 -0.75837086 1.71652809 3.604762999
#> [92,] -1.277067072 -0.8180360003 -1.09697623 0.91856494 1.955280646
#> [93,] 2.817551826 -0.1333977422 2.23208446 0.47525209 -1.220228149
#> [94,] -0.010740891 0.9125773745 0.19207093 -0.89709032 -0.240006784
#> [95,] 1.224378809 1.2358787742 -0.19346983 1.86558400 -0.345826136
#> [96,] 0.449144104 0.7984709982 -0.39462153 0.57162445 -0.539828281
#> [97,] -1.199872091 0.6653468924 -0.51196003 -0.34969531 -0.211231347
#> [98,] -0.473910778 -1.0082132943 0.39322264 0.11289202 0.105298469
#> [99,] -1.541500944 0.5322227866 -1.67696364 -0.69021098 0.542499475
#> [100,] 0.348954873 -0.2284863891 0.59269808 0.75151952 0.538786515
#> [101,] 0.835119010 -0.9321423767 0.49379849 -0.17494010 -0.106340235
#> [102,] 0.367021784 -0.6658941652 0.75529570 0.03964902 1.059529115
#> [103,] -0.058371836 -0.5327700594 0.64130974 0.99823276 1.188554465
#> [104,] 0.109157697 -0.8180360003 0.05796980 0.48167691 1.200621584
#> [105,] 0.321033284 -0.2665218479 0.12166784 0.49709649 0.940714404
#> [106,] -0.868097916 -0.6088409770 -0.75501834 -0.61696799 -0.305911819
#> [107,] -0.311308583 -0.5137523300 -0.06942628 -0.44092781 0.181414143
#> [108,] 0.639667887 -0.5898232476 0.44183430 0.18228011 0.613973950
#> [109,] -0.337587726 -0.4947346006 -0.68964403 0.63073283 0.415330605
#> [110,] -1.316485786 -0.5898232476 -1.58309285 -1.55756222 -1.198878630
#> [111,] -0.404928029 0.3990986809 1.45262161 2.72779538 3.244605906
#> [112,] -0.275174762 -0.7990182709 -1.05171710 -0.34841035 1.294373817
#> [113,] -0.092863211 -0.3996459537 0.17195576 -0.28930197 1.117079991
#> [114,] 0.337457748 -0.2475041185 -0.34936240 0.73995484 1.467954684
#> [115,] -1.004420968 -0.5327700594 -0.90420585 -0.56428443 -0.038578720
#> [116,] -0.698925936 -0.1904509303 -0.79860120 -0.98189799 -0.393166372
#> [117,] 0.593679388 0.4371341397 -0.44826199 -0.69406588 -0.150895751
#> [118,] 1.268724862 -0.1904509303 -0.19682236 0.46240244 0.949996804
#> [119,] -0.133924371 -0.8941069179 -0.43988067 -0.02459922 0.632538748
#> [120,] -0.025522908 -0.5898232476 -0.34768614 0.06663328 0.753209939
#> [121,] -0.201264674 -0.8750891885 -0.44993825 1.02521702 0.710510902
#> [122,] 1.722040071 -0.1333977422 1.74261531 1.51864351 1.684234587
#> [123,] -0.045232265 -0.1143800128 0.10658146 0.65257723 0.804263135
#> [124,] 0.861398153 -0.4186636831 0.35969735 0.07691300 1.176487346
#> [125,] -0.616803616 -0.2284863891 -0.42479429 0.16814550 0.355923250
#> [126,] -0.344157512 -0.8750891885 0.44351056 -0.15181073 -0.196379508
#> [127,] 0.608461406 -0.8180360003 0.40160396 -0.15823556 -0.077564797
#> [128,] -0.452558975 -0.7609828122 0.23733007 -0.72233510 -0.689274910
#> [129,] 0.004041127 -0.1714332009 -0.33427602 -0.17108521 -0.500842204
#> [130,] 0.150218858 -1.0842842119 -0.86732804 -0.44478271 -0.099842555
#> [131,] -0.296526566 -0.9131246473 -0.33930482 -0.62981764 -0.598307397
#> [132,] -0.925583540 -0.9511601061 -0.28566436 0.44698286 0.301157094
#> [133,] -0.439419403 -0.6658941652 -0.94108366 -0.30086665 -0.003305603
#> [134,] -1.318128232 -0.7039296240 -0.44490946 -0.45120753 -0.335615497
#> [135,] 0.079593662 0.7414178100 0.21050984 1.27835509 1.236822942
#> [136,] 0.945162920 1.7683751973 1.34869323 0.45212272 0.508154598
#> [137,] -0.158561067 0.0567795518 -0.39126901 -0.41651348 -0.696700829
#> [138,] 0.191280018 -0.6278587064 0.05629353 -0.21091911 -0.485062125
#> [139,] 0.491847711 -0.3045573067 0.40495649 -0.28159218 0.152638705
#> attr(,"center")
#> [1] 0.029311511 0.212228058 0.249691367 0.266776259 0.279456115 0.301894964
#> [7] 0.327237410 0.385325899 0.426782734 0.465971223 0.510017266 0.035764748
#> [13] 0.562023022 0.613361871 0.637115108 0.663666187 0.694329496 0.691353957
#> [19] 0.699900000 0.700625899 0.686528058 0.635027338 0.042387770 0.563905755
#> [25] 0.498275540 0.428915827 0.401503597 0.373969065 0.348738129 0.344458273
#> [31] 0.331960432 0.311755396 0.304861151 0.054156835 0.303010791 0.282221583
#> [37] 0.269343165 0.239766906 0.201674101 0.180489209 0.143183453 0.114802158
#> [43] 0.090869784 0.051511511 0.076242446 0.019861151 0.015433094 0.013353957
#> [49] 0.010493525 0.010331655 0.008694964 0.007789928 0.007283453 0.007497122
#> [55] 0.007617986 0.105453957 0.006401439 0.122341727 0.134214388 0.178056115
#> attr(,"scale")
#> [1] 0.022901375 0.137171005 0.138307719 0.148206453 0.149730504 0.157960105
#> [7] 0.197400953 0.229851110 0.264410246 0.257183614 0.259061387 0.032508958
#> [13] 0.263062849 0.249931165 0.248665452 0.242414856 0.227503952 0.228718213
#> [19] 0.233857664 0.249058441 0.255039822 0.251553068 0.038571562 0.225095497
#> [25] 0.199227420 0.197399509 0.195174109 0.211883018 0.224417652 0.225261667
#> [31] 0.211230031 0.189123342 0.188927693 0.047668618 0.178576082 0.166681104
#> [37] 0.163121422 0.140710871 0.132468083 0.140303849 0.115270838 0.079033194
#> [43] 0.059217834 0.034236451 0.056044861 0.012091447 0.011352605 0.009623392
#> [49] 0.007010642 0.006649315 0.006120508 0.005105792 0.005384091 0.005510891
#> [55] 0.005831276 0.060884787 0.005258251 0.059656467 0.077823143 0.107730768
#> 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] 15
#>
#> $lambda.min
#> [1] 0.07572267
#>
#> $null.dev
#> [1] 1.377535
#>
#> $Bias
#> [1] 0.09230436
#>
#> $pe
#> [1] 0.4532374 0.4316547 0.3597122 0.2949640 0.2805755 0.2733813 0.2661871
#> [8] 0.2805755 0.2805755 0.2805755 0.2877698 0.2805755 0.2805755 0.2805755
#> [15] 0.2661871 0.2733813 0.2733813 0.2949640 0.2949640 0.2949640 0.2805755
#> [22] 0.2949640 0.3021583 0.3309353 0.3309353 0.3381295 0.3237410 0.3381295
#> [29] 0.3525180 0.3525180 0.3453237 0.3741007 0.3669065 0.3812950 0.3741007
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2753623