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/chapters/chapter2/data_and_basic_modeling.html#sec-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
LearnerClassifNCVreg$new()
Creates a new instance of this R6 class.
Usage
LearnerClassifNCVreg$new()LearnerClassifNCVreg$selected_features()
Returns the set of selected features which have non-zero coefficients.
Calls the internal coef.cv.ncvreg() function.
Returns
(character()) vector of feature names.
Examples
# Define the Learner
learner = lrn("classif.cv_ncvreg")
print(learner)
#>
#> ── <LearnerClassifNCVreg> (classif.cv_ncvreg): MCP- or SCAD-penalized Classifica
#> • Model: -
#> • Parameters: list()
#> • Packages: mlr3, mlr3extralearners, and ncvreg
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: selected_features and twoclass
#> • Other settings: use_weights = 'error', predict_raw = 'FALSE'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.384955 1.373855 1.353216 1.330286 1.307224 1.286792 1.270657 1.258267
#> [9] 1.241476 1.217601 1.193093 1.168120 1.147414 1.127426 1.108492 1.093415
#> [17] 1.083280 1.073722 1.071323 1.068937 1.075847 1.089618 1.111203 1.207838
#> [25] 1.351299 1.350324 1.350884 1.386611 1.643318 1.627721 1.711854 2.364933
#>
#> $cvse
#> [1] 0.007575244 0.012912720 0.017953196 0.023460790 0.029004220 0.034088141
#> [7] 0.038954160 0.043604696 0.047880536 0.052537738 0.055736605 0.058282430
#> [13] 0.061210496 0.064547884 0.068211381 0.072734704 0.078388943 0.084393232
#> [19] 0.091339265 0.096867753 0.102099175 0.107616138 0.113431920 0.148906136
#> [25] 0.178695304 0.185215489 0.191776488 0.200551640 0.279537413 0.288100473
#> [31] 0.319626973 0.444005579
#>
#> $fold
#> [1] 6 5 3 3 3 4 7 7 6 7 5 6 5 2 6 9 3 2 5 10 4 2 1 7 4
#> [26] 8 1 4 9 10 7 1 8 5 4 4 10 2 5 1 8 6 4 8 9 6 8 8 2 10
#> [51] 10 8 7 7 10 2 9 9 1 3 2 3 3 9 5 6 1 1 1 9 2 8 7 2 8
#> [76] 4 10 6 7 9 6 10 1 5 4 7 8 9 10 8 6 2 5 6 1 3 10 10 7 5
#> [101] 4 1 3 6 8 10 5 2 3 1 7 1 4 7 3 3 4 9 9 2 1 8 3 10 3
#> [126] 5 7 6 9 5 5 8 2 4 2 6 9 9 4
#>
#> $lambda
#> [1] 0.20109822 0.18754488 0.17490498 0.16311697 0.15212343 0.14187082
#> [7] 0.13230920 0.12339201 0.11507580 0.10732007 0.10008706 0.09334153
#> [13] 0.08705062 0.08118370 0.07571219 0.07060944 0.06585060 0.06141249
#> [19] 0.05727350 0.05341345 0.04981357 0.04645630 0.04332530 0.04040532
#> [25] 0.03768214 0.03514249 0.03277400 0.03056514 0.02850515 0.02658400
#> [31] 0.02479233 0.02312141
#>
#> $fit
#> $beta
#> 0.2011 0.1875 0.1749 0.1631 0.1521 0.1419
#> (Intercept) 0.04317217 -0.09450732 -0.2396665 -0.3995347 -0.5500656 -0.692333
#> V1 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V10 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V11 0.00000000 0.57399008 1.0562316 1.4325357 1.7876990 2.124788
#> V12 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V13 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V14 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V15 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V16 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V17 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V18 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V19 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V2 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V20 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V21 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V22 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V23 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V24 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V25 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V26 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V27 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V28 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V29 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V3 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V30 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V31 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V32 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V33 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V34 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V35 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V36 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V37 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V38 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V39 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V4 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V40 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V41 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V42 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V43 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V44 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V45 0.00000000 0.00000000 0.1555152 0.5226652 0.8706803 1.201618
#> V46 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V47 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V48 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V49 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V5 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V50 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V51 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V52 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V53 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V54 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V55 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V56 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V57 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V58 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V59 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V6 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V60 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V7 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V8 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> V9 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000 0.000000
#> 0.1323 0.1234 0.1151 0.1073 0.1001 0.0933
#> (Intercept) -0.8272449 -0.9555738 -1.04620994 -1.0495056 -1.0545046 -1.0610635
#> V1 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V11 2.4461722 2.7537123 2.99620308 3.0926561 3.1922163 3.2934440
#> V12 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V22 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V23 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V32 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V36 0.0000000 0.0000000 -0.08330605 -0.3855527 -0.6792691 -0.9668706
#> V37 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V45 1.5173010 1.8193285 2.18586746 2.7472746 3.2993231 3.8478171
#> V46 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V49 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V5 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> 0.0871 0.0812 0.0757 0.0706 0.0659 0.0614
#> (Intercept) -1.0863379 -1.1115050 -1.140248 -1.173513 -1.212801 -1.260010
#> V1 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V10 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V11 3.2335308 3.1286676 3.010127 2.874788 2.720620 2.546477
#> V12 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V16 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V17 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.2323677 0.8085537 1.368531 1.917869 2.463891 3.015513
#> V20 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V21 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V22 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V23 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V24 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V29 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V3 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V30 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V31 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V32 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V33 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V34 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V36 -1.3113189 -1.6669328 -2.037903 -2.431865 -2.856931 -3.322312
#> V37 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V4 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V40 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V41 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V43 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V44 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V45 4.3691579 4.9191827 5.523317 6.198901 6.964701 7.840966
#> V46 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V48 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V49 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V5 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V50 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V51 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V52 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V53 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V54 6.8057178 13.4225836 20.499346 28.179519 36.623262 46.017831
#> V55 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V56 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V57 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V58 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V59 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V6 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V7 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V8 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V9 0.0000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> 0.0573 0.0534 0.0498 0.0465 0.0433 0.0404
#> (Intercept) -1.317574 -1.405713 -1.503052 -1.591576 -1.55162505 -1.00254300
#> V1 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V10 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V11 2.352529 2.293598 2.283438 2.305134 2.67645213 10.61816449
#> V12 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V15 0.000000 0.000000 0.000000 0.000000 -0.31230627 0.00000000
#> V16 0.000000 0.000000 0.000000 0.000000 0.00000000 -0.04498301
#> V17 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V2 3.586653 4.033767 4.267366 4.659506 7.24953464 0.00000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V21 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V23 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V24 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.00000000 -1.34531538
#> V27 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V29 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V3 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V30 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V31 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V32 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V33 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V34 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V36 -3.837797 -4.134879 -4.307213 -4.462264 -4.59816761 -5.21311969
#> V37 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V4 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V40 0.000000 0.000000 0.000000 0.000000 -0.03771603 -1.31592268
#> V41 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V44 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V45 8.848214 9.539872 10.028024 10.435145 10.31856095 14.30969170
#> V46 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V49 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V5 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V50 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V51 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V52 0.000000 0.000000 0.000000 0.000000 0.00000000 0.59112869
#> V53 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V54 56.567642 63.878300 67.900696 72.656500 87.47851655 185.26937583
#> V55 0.000000 0.000000 0.000000 -2.752024 -30.07722720 -197.80269156
#> V56 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V57 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V58 0.000000 1.068051 5.957495 10.957846 17.99114708 101.12752125
#> V59 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V6 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V7 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> V8 0.000000 0.000000 0.000000 0.000000 0.00000000 -11.40865816
#> V9 0.000000 0.000000 0.000000 0.000000 0.00000000 0.00000000
#> 0.0377 0.0351 0.0328 0.0306 0.0285
#> (Intercept) 0.01094207 1.0416217 2.429978 2.9884362 5.550829
#> V1 0.00000000 0.0000000 13.338698 17.8161945 26.521333
#> V10 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V11 11.45321689 12.5333249 13.942016 14.6138967 18.334435
#> V12 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V13 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V14 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V15 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V16 -0.64096405 -1.2526332 -2.963233 -3.7294815 -6.451791
#> V17 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V18 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V19 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V2 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V20 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V21 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V22 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V23 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V24 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V25 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V26 -2.25834536 -3.2281515 -4.388347 -4.6075689 -6.414229
#> V27 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V28 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V29 0.00000000 0.0000000 0.000000 0.0000000 1.648835
#> V3 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V30 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V31 0.00000000 0.0000000 0.000000 -0.6462875 -5.191584
#> V32 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V33 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V34 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V35 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V36 -5.27117533 -5.4615798 -6.058065 -6.4245511 -8.955196
#> V37 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V38 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V39 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V4 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V40 -2.76188273 -4.2627075 -6.264791 -6.5552150 -6.230222
#> V41 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V42 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V43 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V44 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V45 15.54206836 17.0714490 17.318964 17.3247016 20.904401
#> V46 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V47 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V48 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V49 0.00000000 0.2011394 10.072667 14.4990970 61.841884
#> V5 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V50 0.00000000 0.0000000 0.000000 0.0000000 -114.458819
#> V51 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V52 5.07148897 9.9355753 12.262815 18.8178618 65.746767
#> V53 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V54 198.06390732 215.4062376 238.831403 241.9182036 308.130110
#> V55 -218.55383381 -243.2967982 -251.266006 -259.7486842 -291.767775
#> V56 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V57 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V58 103.84520533 104.5517607 0.000000 0.0000000 0.000000
#> V59 0.00000000 0.0000000 43.323703 43.8934810 23.280478
#> V6 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V60 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V7 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> V8 -12.26576298 -13.3508600 -13.719618 -14.3425927 -19.553360
#> V9 0.00000000 0.0000000 0.000000 0.0000000 0.000000
#> 0.0266 0.0248 0.0231 0.0216 0.0201
#> (Intercept) 2.084786 1.645245 1.533024 1.036136 1.157039
#> V1 12.755406 13.747111 16.828188 4.727283 9.295162
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 20.006779 20.997565 21.867070 23.431988 23.517061
#> V12 0.000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -8.408839 -8.964909 -9.289887 -9.138656 -9.146854
#> 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 3.167052 3.621884 3.734403 3.709353 3.613800
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000
#> V23 0.000000 0.000000 0.000000 0.000000 0.000000
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 -6.468015 -6.646751 -6.852393 -7.359808 -7.431222
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 3.988259 4.339909 4.553455 5.500478 5.456304
#> V3 0.000000 0.000000 0.000000 0.000000 0.000000
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 -5.927918 -6.188129 -6.424463 -8.747037 -8.724215
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.000000 0.000000 4.641630 4.560601
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -9.139692 -9.572990 -10.015446 -11.882004 -11.984006
#> 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 0.000000 0.000000 0.000000 0.000000 0.000000
#> V40 -7.034357 -7.400437 -7.636713 -9.632489 -9.610385
#> 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 21.943068 22.810362 23.538382 24.288227 24.226564
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.000000
#> V49 82.349092 88.264738 92.070621 101.226463 101.278704
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000
#> V50 -145.286245 -155.909858 -163.403297 -179.280526 -178.550307
#> V51 0.000000 0.000000 0.000000 0.000000 0.000000
#> V52 114.204948 132.515983 146.174240 151.532566 151.401506
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 380.701603 407.835496 427.369634 445.449563 444.884905
#> V55 -340.394463 -363.866300 -383.061964 -399.788687 -404.825635
#> V56 0.000000 0.000000 0.000000 0.000000 0.000000
#> V57 0.000000 0.000000 0.000000 0.000000 0.000000
#> V58 0.000000 0.000000 0.000000 0.000000 0.000000
#> V59 74.216743 84.836891 90.736161 129.834130 130.726908
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000
#> V8 -20.193885 -21.133696 -22.114612 -21.827215 -22.114041
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0188 0.0175 0.0163 0.0152 0.0142
#> (Intercept) 1.273607 1.386101 1.496552 1.606340 4.149051
#> V1 13.406723 17.179781 20.694248 23.999253 78.257032
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 23.680482 23.888628 24.131519 24.405495 50.577734
#> V12 0.000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -9.185281 -9.242721 -9.313994 -9.397248 -15.875930
#> 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 3.536917 3.472792 3.417509 3.369024 8.299852
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000
#> V23 0.000000 0.000000 0.000000 0.000000 0.000000
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 -7.518221 -7.611763 -7.710864 -7.815438 -19.016981
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 5.432973 5.421894 5.419579 5.424498 10.520284
#> V3 0.000000 0.000000 0.000000 0.000000 -81.439457
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 -8.728576 -8.749890 -8.783338 -8.827348 -17.830074
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 4.500630 4.454830 4.419071 4.391671 0.000000
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -12.108905 -12.244319 -12.388291 -12.540670 -31.583671
#> 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 0.000000 0.000000 0.000000 0.000000 0.000000
#> V40 -9.619288 -9.645780 -9.686510 -9.740239 -12.377134
#> 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 27.917342
#> V44 0.000000 0.000000 0.000000 0.000000 0.000000
#> V45 24.249379 24.319424 24.428435 24.571619 40.841885
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.000000
#> V49 101.550364 101.943959 102.428069 102.999965 231.292768
#> V5 0.000000 0.000000 0.000000 0.000000 -23.018221
#> V50 -178.391519 -178.587845 -179.068233 -179.812161 -421.842835
#> V51 0.000000 0.000000 0.000000 0.000000 0.000000
#> V52 151.572068 151.869553 152.270472 152.767145 316.157627
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 445.458360 446.618712 448.268337 450.382615 1074.478135
#> V55 -410.483648 -416.367273 -422.455037 -428.765869 -1226.193220
#> V56 0.000000 0.000000 0.000000 0.000000 0.000000
#> V57 0.000000 0.000000 0.000000 0.000000 -372.089864
#> V58 0.000000 0.000000 0.000000 0.000000 679.664897
#> V59 132.399315 134.615697 137.263221 140.299362 197.890983
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000
#> V8 -22.455730 -22.824843 -23.216394 -23.628528 -77.459930
#> V9 0.000000 0.000000 0.000000 0.000000 38.260348
#> 0.0132 0.0123 0.0115
#> (Intercept) 4.119238 4.109816 76.67537
#> V1 78.998019 79.919924 0.00000
#> V10 0.000000 0.000000 0.00000
#> V11 51.299312 52.131031 505.29612
#> V12 0.000000 0.000000 0.00000
#> V13 0.000000 0.000000 0.00000
#> V14 0.000000 0.000000 0.00000
#> V15 0.000000 0.000000 0.00000
#> V16 -16.221192 -16.607977 -174.35216
#> V17 0.000000 0.000000 0.00000
#> V18 0.000000 0.000000 0.00000
#> V19 0.000000 0.000000 0.00000
#> V2 0.000000 0.000000 948.79313
#> V20 8.494999 8.704959 76.44425
#> V21 0.000000 0.000000 0.00000
#> V22 0.000000 0.000000 0.00000
#> V23 0.000000 0.000000 0.00000
#> V24 0.000000 0.000000 0.00000
#> V25 0.000000 0.000000 0.00000
#> V26 -19.229735 -19.495644 -175.72751
#> V27 0.000000 0.000000 0.00000
#> V28 0.000000 0.000000 0.00000
#> V29 10.645987 10.801089 60.71514
#> V3 -82.290763 -83.395068 -1091.75062
#> V30 0.000000 0.000000 0.00000
#> V31 -18.075628 -18.372841 -105.90068
#> V32 0.000000 0.000000 0.00000
#> V33 0.000000 0.000000 0.00000
#> V34 0.000000 0.000000 0.00000
#> V35 0.000000 0.000000 0.00000
#> V36 -32.011052 -32.516130 -259.62086
#> V37 0.000000 0.000000 0.00000
#> V38 0.000000 0.000000 0.00000
#> V39 0.000000 0.000000 0.00000
#> V4 0.000000 0.000000 0.00000
#> V40 -12.568098 -12.783805 -141.83280
#> V41 0.000000 0.000000 0.00000
#> V42 0.000000 0.000000 0.00000
#> V43 28.216057 28.566598 200.70790
#> V44 0.000000 0.000000 0.00000
#> V45 41.085046 41.415857 347.03063
#> V46 0.000000 0.000000 0.00000
#> V47 0.000000 0.000000 0.00000
#> V48 0.000000 0.000000 0.00000
#> V49 235.852379 241.016348 1773.83785
#> V5 -23.627314 -24.274392 -97.50946
#> V50 -426.508935 -432.121088 -3105.29625
#> V51 0.000000 0.000000 0.00000
#> V52 317.499316 319.240088 2208.06790
#> V53 0.000000 0.000000 0.00000
#> V54 1089.336704 1107.015154 7765.41685
#> V55 -1242.634179 -1262.459619 -10469.39096
#> V56 0.000000 0.000000 0.00000
#> V57 -382.043583 -392.873193 -1654.02639
#> V58 685.511615 693.095452 5188.64982
#> V59 217.699089 239.587396 1645.39124
#> V6 0.000000 0.000000 0.00000
#> V60 0.000000 0.000000 0.00000
#> V7 0.000000 0.000000 0.00000
#> V8 -78.540108 -79.849478 -551.93015
#> V9 39.180935 40.238975 147.09801
#>
#> $iter
#> [1] 0 4 7 4 4 4 4 4 10 7 6 6 13 8 8
#> [16] 9 10 11 12 15 10 19 21 91 34 52 50 41 146 427
#> [31] 84 74 211 17 28 32 34 36 1287 141 159 6860
#>
#> $lambda
#> [1] 0.20109822 0.18754488 0.17490498 0.16311697 0.15212343 0.14187082
#> [7] 0.13230920 0.12339201 0.11507580 0.10732007 0.10008706 0.09334153
#> [13] 0.08705062 0.08118370 0.07571219 0.07060944 0.06585060 0.06141249
#> [19] 0.05727350 0.05341345 0.04981357 0.04645630 0.04332530 0.04040532
#> [25] 0.03768214 0.03514249 0.03277400 0.03056514 0.02850515 0.02658400
#> [31] 0.02479233 0.02312141 0.02156310 0.02010982 0.01875449 0.01749050
#> [37] 0.01631170 0.01521234 0.01418708 0.01323092 0.01233920 0.01150758
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 21
#>
#> $loss
#> [1] 192.63016 94.15350 91.95589 89.56833 87.52732 85.77663 84.27162
#> [8] 82.97577 81.44477 79.08133 77.05594 75.31528 73.17867 71.23847
#> [15] 69.51180 67.98411 66.65787 65.55008 64.69433 64.18871 63.77122
#> [22] 63.23494 60.53776 49.88076 47.31748 45.66514 42.86770 41.18212
#> [29] 33.30686 30.35544 29.99357 29.70689 28.73157 28.43451 28.20593
#> [36] 28.03018 27.89633 27.79705 17.23375 17.16349 17.10708 5.97816
#>
#> $linear.predictors
#> 0.2011 0.1875 0.1749 0.1631 0.1521
#> 1 0.04317217 -0.002152317 -0.0286472743 -0.031003798 -0.032478122
#> 2 0.04317217 0.187780999 0.2894457066 0.337443898 0.383194042
#> 3 0.04317217 0.269000595 0.4620742501 0.618024815 0.765884809
#> 4 0.04317217 -0.043938794 -0.0798187235 -0.048843574 -0.018612084
#> 5 0.04317217 0.077000915 0.0944729168 0.090808689 0.087883989
#> 6 0.04317217 0.066324699 0.0896631586 0.114025784 0.137695689
#> 7 0.04317217 -0.048530715 -0.1492771912 -0.265345417 -0.374481557
#> 8 0.04317217 -0.066267008 -0.1638594340 -0.248929341 -0.328635472
#> 9 0.04317217 -0.031540609 -0.1132539692 -0.206948805 -0.294922851
#> 10 0.04317217 0.014321198 -0.0092816964 -0.026685653 -0.042467055
#> 11 0.04317217 0.047612623 0.0460079553 0.036331074 0.027785361
#> 12 0.04317217 0.039117570 0.0432057312 0.058249424 0.073158541
#> 13 0.04317217 -0.023504748 -0.0894157413 -0.156474191 -0.219221472
#> 14 0.04317217 0.240243692 0.3939943122 0.495294919 0.591429762
#> 15 0.04317217 0.078895082 0.1090156122 0.132697552 0.155688765
#> 16 0.04317217 -0.010934365 -0.0173436335 0.039381079 0.093932225
#> 17 0.04317217 -0.070744131 -0.1713360163 -0.257542060 -0.338313190
#> 18 0.04317217 -0.046234755 -0.1081018522 -0.135430023 -0.160457122
#> 19 0.04317217 0.001923013 -0.0450040619 -0.101009636 -0.153347817
#> 20 0.04317217 0.099271730 0.1383783905 0.156217180 0.173615498
#> 21 0.04317217 0.055131893 0.0513690113 0.026612039 0.003752141
#> 22 0.04317217 0.018568725 -0.0162550781 -0.065790349 -0.112039779
#> 23 0.04317217 -0.052720843 -0.1423225985 -0.226515600 -0.305426607
#> 24 0.04317217 -0.030851821 -0.1078497868 -0.191326868 -0.269617516
#> 25 0.04317217 0.006916726 -0.0434661946 -0.114261703 -0.180632306
#> 26 0.04317217 0.039060171 0.0183576391 -0.025049862 -0.065545464
#> 27 0.04317217 -0.028383663 -0.1077868286 -0.200219722 -0.287006003
#> 28 0.04317217 -0.003874287 -0.0610994822 -0.133719262 -0.201790319
#> 29 0.04317217 -0.002324514 -0.0670187143 -0.159329733 -0.246069900
#> 30 0.04317217 -0.043537001 -0.1280822022 -0.212532603 -0.291712057
#> 31 0.04317217 -0.044627582 -0.1106962963 -0.150078071 -0.186534852
#> 32 0.04317217 0.027867364 0.0100623746 -0.011641491 -0.031534782
#> 33 0.04317217 0.046636840 0.0457364105 0.039017882 0.033278940
#> 34 0.04317217 0.096975769 0.1340601548 0.150173438 0.165942294
#> 35 0.04317217 -0.004735272 -0.0245203986 -0.007606026 0.009193078
#> 36 0.04317217 -0.010762168 -0.0608976031 -0.107633012 -0.151150377
#> 37 0.04317217 0.028498753 0.0132459271 -0.003271054 -0.018249469
#> 38 0.04317217 -0.051458064 -0.1589717438 -0.287129175 -0.407716666
#> 39 0.04317217 -0.064200644 -0.1609900913 -0.246908204 -0.327423837
#> 40 0.04317217 0.005481751 -0.0329035329 -0.073468767 -0.111180797
#> 41 0.04317217 0.015182183 -0.0204029411 -0.067238596 -0.110920087
#> 42 0.04317217 -0.004735272 -0.0555767848 -0.111982266 -0.164681777
#> 43 0.04317217 -0.043537001 -0.1362000958 -0.239815726 -0.337161568
#> 44 0.04317217 -0.006572040 -0.0695628630 -0.152212147 -0.229782810
#> 45 0.04317217 -0.004046484 -0.0724890342 -0.171362785 -0.264319065
#> 46 0.04317217 -0.050023089 -0.1537651638 -0.274923860 -0.388881193
#> 47 0.04317217 -0.077919007 -0.1870427067 -0.283863666 -0.374677380
#> 48 0.04317217 -0.064315442 -0.1664733030 -0.264913061 -0.357297439
#> 49 0.04317217 -0.075737845 -0.1816138381 -0.273663777 -0.359960933
#> 50 0.04317217 -0.042503819 -0.1203025105 -0.190197294 -0.255582483
#> 51 0.04317217 -0.040724450 -0.1262191409 -0.216645947 -0.301497822
#> 52 0.04317217 -0.033492175 -0.1156010352 -0.207638105 -0.294035585
#> 53 0.04317217 -0.038715485 -0.1312622846 -0.241005856 -0.344173109
#> 54 0.04317217 -0.046119957 -0.1326952809 -0.218508615 -0.298973090
#> 55 0.04317217 -0.074015874 -0.1844635815 -0.289593313 -0.388293164
#> 56 0.04317217 -0.061502891 -0.1660098786 -0.273730391 -0.374919327
#> 57 0.04317217 -0.031024018 -0.1126921488 -0.206966186 -0.295490622
#> 58 0.04317217 0.060986592 0.0671657151 0.058105989 0.050109644
#> 59 0.04317217 0.091580263 0.1330270470 0.166604052 0.198940837
#> 60 0.04317217 0.139623232 0.2171258647 0.272029465 0.324453395
#> 61 0.04317217 0.085438569 0.1105904798 0.113853091 0.117471749
#> 62 0.04317217 0.028269157 0.0221387952 0.027463577 0.033189201
#> 63 0.04317217 0.060871794 0.0868604149 0.124720627 0.161199183
#> 64 0.04317217 0.076197329 0.1021229349 0.119483586 0.136490144
#> 65 0.04317217 0.057772247 0.0546880763 0.028027317 0.003355822
#> 66 0.04317217 -0.035386342 -0.1256648928 -0.234474210 -0.336764768
#> 67 0.04317217 0.060068207 0.0502508060 0.004645009 -0.037990275
#> 68 0.04317217 -0.042618617 -0.1358475559 -0.242018590 -0.341789101
#> 69 0.04317217 -0.040150460 -0.1088182613 -0.160281299 -0.208201624
#> 70 0.04317217 0.072351595 0.1110953520 0.163824645 0.214366768
#> 71 0.04317217 0.219235656 0.3486801831 0.420494042 0.488734863
#> 72 0.04317217 0.089628696 0.1054709665 0.081190723 0.058690827
#> 73 0.04317217 0.075910334 0.0838194313 0.059026686 0.036077536
#> 74 0.04317217 0.128028632 0.1789943434 0.186644402 0.194308404
#> 75 0.04317217 -0.043020410 -0.1249699323 -0.203978275 -0.278000672
#> 76 0.04317217 -0.022471566 -0.0738758409 -0.108057888 -0.139644952
#> 77 0.04317217 -0.003702090 -0.0453866075 -0.081545647 -0.115056659
#> 78 0.04317217 -0.002094918 -0.0416204798 -0.074816688 -0.105523565
#> 79 0.04317217 0.066152502 0.0739347324 0.061799903 0.050874962
#> 80 0.04317217 0.020003700 -0.0131324019 -0.060588748 -0.104871422
#> 81 0.04317217 0.038026989 0.0414632670 0.056416137 0.071242070
#> 82 0.04317217 0.019659306 -0.0003296272 -0.016289996 -0.030717264
#> 83 0.04317217 0.029704132 0.0087768598 -0.022737333 -0.051934554
#> 84 0.04317217 0.032344487 0.0111628336 -0.024458045 -0.057554956
#> 85 0.04317217 0.114712063 0.1657024154 0.191093734 0.215609838
#> 86 0.04317217 0.096631375 0.1408911456 0.174401846 0.206662329
#> 87 0.04317217 0.184853650 0.2977131601 0.376027970 0.450522508
#> 88 0.04317217 0.105413423 0.1447657887 0.155029092 0.165230379
#> 89 0.04317217 0.149840255 0.2205307829 0.245784746 0.270077087
#> 90 0.04317217 0.123264515 0.1916576159 0.246777620 0.299450248
#> 91 0.04317217 0.124527293 0.2444771122 0.419638588 0.586093078
#> 92 0.04317217 0.105700419 0.1943900544 0.320750762 0.440997999
#> 93 0.04317217 0.192602516 0.3616438435 0.562306466 0.752751731
#> 94 0.04317217 0.209937016 0.3885811042 0.588896025 0.778965538
#> 95 0.04317217 0.097779355 0.1555692374 0.219498265 0.280588695
#> 96 0.04317217 0.177162183 0.3475852655 0.572013253 0.785026420
#> 97 0.04317217 0.326916194 0.5589438746 0.729953360 0.891933182
#> 98 0.04317217 0.051515755 0.1246651183 0.286289241 0.440106379
#> 99 0.04317217 -0.064487639 -0.0948488391 -0.023557902 0.044942957
#> 100 0.04317217 0.049506790 0.1164428151 0.266065809 0.408512636
#> 101 0.04317217 0.027637768 0.0696687507 0.189534260 0.303832734
#> 102 0.04317217 0.008581298 -0.0128302772 -0.017438810 -0.021076363
#> 103 0.04317217 0.005826145 -0.0473858718 -0.123412303 -0.194738302
#> 104 0.04317217 0.034353452 0.0080947330 -0.042180106 -0.089172602
#> 105 0.04317217 0.037223402 0.0174348381 -0.021375866 -0.057509352
#> 106 0.04317217 -0.023389950 -0.0827506140 -0.134497078 -0.182730700
#> 107 0.04317217 -0.026776491 -0.0836637607 -0.125073889 -0.163500857
#> 108 0.04317217 -0.049449099 -0.1256492867 -0.182547580 -0.235595123
#> 109 0.04317217 0.092900440 0.1784407822 0.314363544 0.443708579
#> 110 0.04317217 0.031081709 0.0693967444 0.175916204 0.277555015
#> 111 0.04317217 0.083659200 0.1579363606 0.279539752 0.395336319
#> 112 0.04317217 0.074590156 0.1395061303 0.251051838 0.357339056
#> 113 0.04317217 0.049334593 0.0865314022 0.166172862 0.242285866
#> 114 0.04317217 0.047383027 0.0482447726 0.044695635 0.041958915
#> 115 0.04317217 0.117352417 0.1939505677 0.276292244 0.354783570
#> 116 0.04317217 -0.015870680 -0.0283711657 0.020527957 0.067674510
#> 117 0.04317217 -0.031368412 -0.0593310089 -0.026356351 0.005736958
#> 118 0.04317217 0.027063778 0.0304801911 0.059944218 0.088554225
#> 119 0.04317217 0.264466074 0.4454255082 0.578797461 0.705267659
#> 120 0.04317217 0.093359632 0.1220717239 0.123221047 0.124815456
#> 121 0.04317217 0.180204330 0.3300737339 0.501937644 0.665118133
#> 122 0.04317217 0.173775642 0.3047607713 0.440578172 0.569607922
#> 123 0.04317217 0.005022559 -0.0518815910 -0.135557558 -0.214132278
#> 124 0.04317217 0.082166825 0.1036835227 0.102708446 0.102318987
#> 125 0.04317217 0.136523686 0.2677964753 0.453759906 0.630421429
#> 126 0.04317217 0.288631056 0.5200628101 0.740504263 0.949441763
#> 127 0.04317217 0.106618803 0.2398264520 0.470068539 0.688780685
#> 128 0.04317217 0.077861900 0.1002095202 0.106912653 0.113812701
#> 129 0.04317217 0.047612623 0.0443905972 0.030895356 0.018730286
#> 130 0.04317217 0.047899618 0.0327107695 -0.009417594 -0.048724268
#> 131 0.04317217 0.031655699 0.0017308074 -0.053617011 -0.105410910
#> 132 0.04317217 0.059322020 0.0553626889 0.024577851 -0.004006915
#> 133 0.04317217 0.045029667 0.0592324705 0.090304760 0.120391358
#> 134 0.04317217 0.104552438 0.1590595436 0.206244405 0.251445289
#> 135 0.04317217 0.088480716 0.1252705954 0.151969178 0.177794283
#> 136 0.04317217 0.083888796 0.1026377556 0.092841827 0.084086648
#> 137 0.04317217 0.082568618 0.1010171019 0.092264853 0.084502478
#> 138 0.04317217 0.061388385 0.0613578872 0.037104559 0.014705393
#> 139 0.04317217 0.071835004 0.0869418750 0.084553715 0.082852338
#> 0.1419 0.1323 0.1234 0.1151 0.1073
#> 1 -0.033107310 -0.032936551 -0.032016816 -0.0577017260 -0.15433168
#> 2 0.427258029 0.470007035 0.511682228 0.5282265110 0.48083029
#> 3 0.906956597 1.042218261 1.172412465 1.2873720560 1.37169950
#> 4 0.010955810 0.039943701 0.068429863 0.1314938401 0.28678339
#> 5 0.085786419 0.084533681 0.084099411 0.0858187309 0.09194134
#> 6 0.160899751 0.183785396 0.206444301 0.2536661811 0.36613875
#> 7 -0.477437331 -0.574862873 -0.667322406 -0.7341301162 -0.74230446
#> 8 -0.403585389 -0.474290945 -0.541188078 -0.6011826601 -0.64964987
#> 9 -0.377774099 -0.456026763 -0.530141070 -0.5997230275 -0.66466417
#> 10 -0.056719830 -0.069549401 -0.081065999 -0.1193811356 -0.23021835
#> 11 0.020375712 0.014064230 0.008787100 -0.0243070477 -0.13212693
#> 12 0.088062361 0.103038216 0.118126759 0.1081926885 0.03259725
#> 13 -0.278092890 -0.333473432 -0.385704179 -0.4482362417 -0.54328989
#> 14 0.683346958 0.771728181 0.857066950 0.9366027896 1.00657684
#> 15 0.178233276 0.200486153 0.222540918 0.2260962407 0.18165829
#> 16 0.146589223 0.197592376 0.247144800 0.2906778747 0.32145777
#> 17 -0.414270804 -0.485936314 -0.553752324 -0.6510051212 -0.83230600
#> 18 -0.183433684 -0.204567458 -0.224035105 -0.2377634054 -0.23907496
#> 19 -0.202349557 -0.248322707 -0.291550450 -0.3194162238 -0.31164009
#> 20 0.190818602 0.207970423 0.225146824 0.2246634454 0.17795390
#> 21 -0.017277765 -0.036583821 -0.054292672 -0.0561689582 -0.01910703
#> 22 -0.155270297 -0.195743055 -0.233706668 -0.2670476868 -0.29255515
#> 23 -0.379635679 -0.449638443 -0.515861829 -0.5779658966 -0.63582122
#> 24 -0.343261308 -0.412731149 -0.478442477 -0.5539782705 -0.66190160
#> 25 -0.242983523 -0.301692220 -0.357104116 -0.4213039174 -0.51436031
#> 26 -0.103327582 -0.138608996 -0.171603777 -0.2038569093 -0.23809041
#> 27 -0.368731327 -0.445910878 -0.518998175 -0.5903853883 -0.66449405
#> 28 -0.265746389 -0.325982853 -0.382857509 -0.4633857254 -0.61194608
#> 29 -0.327780732 -0.404953966 -0.478032614 -0.5604848282 -0.67480015
#> 30 -0.366186749 -0.436445535 -0.502912949 -0.5789678602 -0.68683183
#> 31 -0.220382050 -0.251885823 -0.281274738 -0.3465050329 -0.50943311
#> 32 -0.049712937 -0.066290843 -0.081392282 -0.1451458214 -0.33917676
#> 33 0.028539432 0.024775287 0.021935208 -0.0107698444 -0.12337717
#> 34 0.181598481 0.197275354 0.213040378 0.1951640865 0.08894491
#> 35 0.025943548 0.042693563 0.059475137 0.0795698949 0.10868186
#> 36 -0.191749849 -0.229704394 -0.265261657 -0.3062959520 -0.36579414
#> 37 -0.031754633 -0.043875140 -0.054711928 -0.0814108766 -0.15185381
#> 38 -0.521558573 -0.629367590 -0.731761739 -0.8433983277 -0.98893736
#> 39 -0.403145864 -0.474588531 -0.542190684 -0.5873668219 -0.58027984
#> 40 -0.146278102 -0.178988792 -0.209527407 -0.2265863911 -0.21189202
#> 41 -0.151704859 -0.189843637 -0.225574569 -0.2479537780 -0.23936571
#> 42 -0.214019616 -0.260311454 -0.303844765 -0.3683690951 -0.49280816
#> 43 -0.428911222 -0.515648649 -0.597881897 -0.6864306494 -0.79951102
#> 44 -0.302769302 -0.371619136 -0.436734848 -0.5149870511 -0.63431786
#> 45 -0.351939045 -0.434748538 -0.513219812 -0.6079722621 -0.75319157
#> 46 -0.496419903 -0.598216693 -0.694858538 -0.8128200891 -0.99594480
#> 47 -0.460176703 -0.540942013 -0.617464916 -0.7282902725 -0.93667061
#> 48 -0.444305680 -0.526514271 -0.604416663 -0.7215808093 -0.94946983
#> 49 -0.441167784 -0.517839120 -0.590444920 -0.6956054347 -0.89340248
#> 50 -0.316940962 -0.374688446 -0.429185650 -0.5220803746 -0.72149912
#> 51 -0.381369759 -0.456777803 -0.528171456 -0.5808552650 -0.59139580
#> 52 -0.375385431 -0.452205341 -0.524949064 -0.5769115924 -0.58141110
#> 53 -0.441463948 -0.533488518 -0.620779725 -0.6932809501 -0.73527677
#> 54 -0.374666837 -0.446087739 -0.513667259 -0.5528291600 -0.52400642
#> 55 -0.481296047 -0.569220153 -0.652591796 -0.6979089053 -0.65119621
#> 56 -0.470303253 -0.560502248 -0.646049126 -0.6952150523 -0.65695079
#> 57 -0.378865835 -0.457618461 -0.532211050 -0.5776825726 -0.55393138
#> 58 0.043207338 0.037375960 0.032559504 0.0371400717 0.06481742
#> 59 0.230358041 0.261070954 0.291221072 0.3340759580 0.41160650
#> 60 0.374917940 0.423786332 0.471311392 0.5289164513 0.61568337
#> 61 0.121586947 0.126258157 0.131492430 0.1533309131 0.21801362
#> 62 0.039372385 0.046032723 0.053164364 0.0394186863 -0.02974471
#> 63 0.196589517 0.231101258 0.264882810 0.2738707733 0.21933382
#> 64 0.153346708 0.170174611 0.187038797 0.1783281521 0.10259794
#> 65 -0.019399763 -0.040352708 -0.059636948 -0.0925005188 -0.16386074
#> 66 -0.433225682 -0.524459543 -0.610993910 -0.6709639736 -0.66942553
#> 67 -0.077830749 -0.115081687 -0.149958696 -0.1753690012 -0.18001835
#> 68 -0.435845479 -0.524783562 -0.609122182 -0.6851401944 -0.74740185
#> 69 -0.252954893 -0.294863292 -0.334206318 -0.3922349442 -0.50371473
#> 70 0.263117634 0.310370723 0.356343626 0.4011044565 0.44532096
#> 71 0.554150470 0.617257792 0.678413820 0.7351110650 0.78378321
#> 72 0.037964391 0.018937879 0.001499928 -0.0199426848 -0.05461142
#> 73 0.014939348 -0.004475984 -0.022287307 -0.0468648315 -0.09193688
#> 74 0.202222459 0.210505141 0.219198926 0.2177409057 0.18903434
#> 75 -0.347571947 -0.413153495 -0.475145942 -0.5367990300 -0.60379753
#> 76 -0.168886351 -0.196003021 -0.221192387 -0.2415456436 -0.25237145
#> 77 -0.146148746 -0.175036199 -0.201917874 -0.2250678707 -0.24176315
#> 78 -0.133950926 -0.160296951 -0.184746971 -0.2122097320 -0.25074165
#> 79 0.041181946 0.032687012 0.025322733 -0.0003985075 -0.07618593
#> 80 -0.146233311 -0.184923991 -0.221182469 -0.2461664898 -0.24569407
#> 81 0.086068015 0.100969900 0.115987564 0.1313243199 0.14759716
#> 82 -0.043688367 -0.055296885 -0.065644714 -0.0518742986 0.02328084
#> 83 -0.078962164 -0.103982123 -0.127160258 -0.1333728566 -0.09808994
#> 84 -0.088293871 -0.116854817 -0.143420504 -0.1521546659 -0.11740535
#> 85 0.239564062 0.263151349 0.286486385 0.3196005275 0.37909508
#> 86 0.238001284 0.268638100 0.298715918 0.3373668692 0.39982127
#> 87 0.521923694 0.590750587 0.657375337 0.7264746266 0.80628083
#> 88 0.175582693 0.186197754 0.197120765 0.2148071781 0.24992162
#> 89 0.293778953 0.317115395 0.340213950 0.3690219483 0.41344202
#> 90 0.350169716 0.399285994 0.447046581 0.5118541355 0.62417812
#> 91 0.745009695 0.897335219 1.043840713 1.1656507651 1.23354907
#> 92 0.555995969 0.666432777 0.772859629 0.8600821345 0.90449235
#> 93 0.934405197 1.108399863 1.275643977 1.4185546757 1.51014146
#> 94 0.960242161 1.133872362 1.300769509 1.4223330644 1.43732597
#> 95 0.339341614 0.396128368 0.451225086 0.4612549332 0.35621027
#> 96 0.988157774 1.182644715 1.369493137 1.5294490742 1.63302236
#> 97 1.046366690 1.194357456 1.336735938 1.4422111129 1.46104005
#> 98 0.587088016 0.728049756 0.863675723 1.0203353819 1.24246387
#> 99 0.110925487 0.174655336 0.236378588 0.3442094342 0.57738537
#> 100 0.544684168 0.675334694 0.801095271 0.9525795184 1.18103444
#> 101 0.413261793 0.518408888 0.619767035 0.7741920496 1.07543665
#> 102 -0.023774723 -0.025580846 -0.026551407 -0.0004853447 0.09543823
#> 103 -0.261800524 -0.325002750 -0.384713910 -0.4356638405 -0.46970746
#> 104 -0.133127508 -0.174295809 -0.212923301 -0.2553720910 -0.31225853
#> 105 -0.091141334 -0.122463391 -0.151670266 -0.1716187742 -0.17084411
#> 106 -0.227800775 -0.270016204 -0.309651304 -0.3167116727 -0.24255317
#> 107 -0.199241678 -0.232556925 -0.263677172 -0.2597242405 -0.16726716
#> 108 -0.285213540 -0.331760140 -0.375541666 -0.3916453421 -0.33970833
#> 109 0.567372337 0.686079156 0.800417008 0.9042877045 0.98899127
#> 110 0.374941743 0.468600627 0.558967847 0.6477867641 0.73896185
#> 111 0.506126846 0.612556510 0.715147349 0.7976115154 0.83455092
#> 112 0.459097077 0.556913217 0.651262216 0.7276141937 0.76336108
#> 113 0.315378779 0.385858455 0.454050943 0.5139255492 0.55647825
#> 114 0.040073469 0.039031608 0.038796132 0.0398303140 0.04300589
#> 115 0.430061470 0.502605817 0.572780469 0.6422607042 0.71451852
#> 116 0.113295821 0.157589032 0.200721268 0.2835388006 0.47319086
#> 117 0.037061149 0.067720755 0.097807578 0.1234795533 0.13901392
#> 118 0.116500210 0.143920502 0.170913974 0.1631031013 0.06493929
#> 119 0.826004360 0.941869625 1.053505996 1.1291075825 1.11786200
#> 120 0.126996813 0.129821043 0.133289023 0.1300033560 0.10801401
#> 121 0.820858677 0.970138494 1.113735596 1.2745163568 1.49112225
#> 122 0.692880753 0.811191365 0.925158238 1.0364407548 1.14885775
#> 123 -0.288086620 -0.357863031 -0.423864080 -0.4732339779 -0.48554039
#> 124 0.102626433 0.103666359 0.105426097 0.1082898557 0.11297465
#> 125 0.799030703 0.960598627 1.115947928 1.2890025181 1.52030418
#> 126 1.148571860 1.339209877 1.522387013 1.6962338072 1.85937840
#> 127 0.897410843 1.097163433 1.289042676 1.5316435810 1.92237117
#> 128 0.121056808 0.128714877 0.136806050 0.1628960389 0.23574640
#> 129 0.007878882 -0.001715701 -0.010133916 0.0020105313 0.06631484
#> 130 -0.085385757 -0.119600746 -0.151574348 -0.1643831740 -0.13068135
#> 131 -0.153928574 -0.199448528 -0.242239705 -0.2660096245 -0.24452861
#> 132 -0.030485491 -0.054990258 -0.077672524 -0.0787997762 -0.02637265
#> 133 0.149721237 0.178456454 0.206709769 0.2716777181 0.43433378
#> 134 0.295080735 0.337444931 0.378743637 0.4375719370 0.54467146
#> 135 0.203022827 0.227833250 0.252335890 0.3048295069 0.43170437
#> 136 0.076436942 0.069886018 0.064383432 0.0771102110 0.13605449
#> 137 0.077798345 0.072149787 0.067510402 0.0758456681 0.11666263
#> 138 -0.005893439 -0.024790093 -0.042106627 -0.0455733024 -0.01528912
#> 139 0.081923883 0.081787854 0.082421472 0.1073732869 0.19507755
#> 0.1001 0.0933 0.0871 0.0812 0.0757
#> 1 -0.24737998 -0.33745671 -0.410875506 -0.483589518 -0.5541422819
#> 2 0.43624501 0.39325640 0.271663907 0.142259469 0.0008506854
#> 3 1.45691149 1.54273004 1.562930104 1.575644425 1.5862962959
#> 4 0.43919308 0.59050493 0.786179413 0.990004504 1.2142845215
#> 5 0.09860970 0.10553911 0.062519975 0.021264792 -0.0245756793
#> 6 0.47666590 0.58597964 0.662989656 0.750486749 0.8417561882
#> 7 -0.75133624 -0.76124911 -0.684251279 -0.608349013 -0.5288552423
#> 8 -0.69726447 -0.74415080 -0.810565063 -0.878525554 -0.9470594062
#> 9 -0.72848964 -0.79170179 -0.852002308 -0.917961023 -0.9870233031
#> 10 -0.33736225 -0.44169265 -0.511197642 -0.593759301 -0.6751055045
#> 11 -0.23624961 -0.33770960 -0.479938084 -0.616894572 -0.7610953724
#> 12 -0.03976163 -0.10951953 -0.177390770 -0.256150149 -0.3335048757
#> 13 -0.63591891 -0.72682057 -0.796825114 -0.856508473 -0.9189690315
#> 14 1.07691612 1.14721017 1.163090827 1.157667411 1.1487281520
#> 15 0.13967344 0.09953933 0.008913669 -0.079976719 -0.1731583066
#> 16 0.35327964 0.38681817 0.412959129 0.451373022 0.5010174337
#> 17 -1.00901903 -1.18230634 -1.364758818 -1.533856925 -1.7095228756
#> 18 -0.23987332 -0.23982297 -0.266190200 -0.294569331 -0.3180997771
#> 19 -0.30418248 -0.29703696 -0.314422397 -0.329078537 -0.3454995889
#> 20 0.13362929 0.09092173 -0.026620084 -0.152164827 -0.2850222810
#> 21 0.01728603 0.05303272 0.121333206 0.187293348 0.2554950509
#> 22 -0.31735119 -0.34177544 -0.341386819 -0.347793051 -0.3540342241
#> 23 -0.69256280 -0.74847088 -0.674479138 -0.602677123 -0.5230930536
#> 24 -0.76731666 -0.87103689 -0.942603257 -1.008706872 -1.0779117303
#> 25 -0.60515782 -0.69457991 -0.759558987 -0.821403871 -0.8879114978
#> 26 -0.27128719 -0.30396172 -0.398018805 -0.499576681 -0.6079779562
#> 27 -0.73721050 -0.80912543 -0.924229569 -1.046644435 -1.1755347169
#> 28 -0.75669792 -0.89890785 -1.051157566 -1.210327222 -1.3771015168
#> 29 -0.78662351 -0.89702814 -1.035574439 -1.178813804 -1.3316035079
#> 30 -0.79218832 -0.89577509 -0.976758133 -1.060971383 -1.1471632168
#> 31 -0.66750194 -0.82172078 -0.960457390 -1.099221592 -1.2386494641
#> 32 -0.52726170 -0.71104474 -0.964223997 -1.225240184 -1.4973067081
#> 33 -0.23209853 -0.33799001 -0.408758916 -0.475099867 -0.5435107967
#> 34 -0.01323701 -0.11261707 -0.226321760 -0.349764348 -0.4788969176
#> 35 0.13817079 0.16851666 0.138428735 0.113817838 0.0932384725
#> 36 -0.42353033 -0.47992374 -0.535706533 -0.600084827 -0.6644578467
#> 37 -0.21974801 -0.28573526 -0.380273664 -0.467611908 -0.5590888235
#> 38 -1.13166642 -1.27273208 -1.445170714 -1.624737149 -1.8145273720
#> 39 -0.57392608 -0.56800177 -0.525574090 -0.473089952 -0.4165122470
#> 40 -0.19744372 -0.18314647 -0.194038154 -0.208515013 -0.2227569264
#> 41 -0.23097597 -0.22282103 -0.253403749 -0.288994031 -0.3267508388
#> 42 -0.61383182 -0.73245038 -0.868520918 -1.013131141 -1.1630550139
#> 43 -0.91027524 -1.01957155 -1.168459473 -1.320449980 -1.4805191937
#> 44 -0.75083843 -0.86560104 -1.046457461 -1.238541030 -1.4409901501
#> 45 -0.89516020 -1.03521122 -1.179072306 -1.336057167 -1.5020208046
#> 46 -1.17507717 -1.35164793 -1.578133759 -1.807732011 -2.0501539686
#> 47 -1.13987612 -1.33927894 -1.565896952 -1.798150837 -2.0379731302
#> 48 -1.17168143 -1.38983384 -1.573052243 -1.763426733 -1.9592782258
#> 49 -1.08624221 -1.27540861 -1.429412376 -1.578697243 -1.7317176387
#> 50 -0.91557079 -1.10571896 -1.269660155 -1.433090995 -1.6011458717
#> 51 -0.60228516 -0.61352229 -0.648362161 -0.685147492 -0.7237524268
#> 52 -0.58646868 -0.59208566 -0.586315791 -0.580172407 -0.5742779592
#> 53 -0.77707778 -0.81901606 -0.827485092 -0.840710756 -0.8551102807
#> 54 -0.49655426 -0.47010703 -0.438738252 -0.406938782 -0.3727868590
#> 55 -0.60666048 -0.56368933 -0.522752134 -0.471194326 -0.4174615320
#> 56 -0.62068866 -0.58597072 -0.560362643 -0.523588596 -0.4867783072
#> 57 -0.53157861 -0.51042316 -0.451809381 -0.396131862 -0.3379367763
#> 58 0.09235970 0.11973444 0.159587651 0.198990604 0.2397766163
#> 59 0.48830456 0.56449930 0.610137334 0.649902646 0.6923813605
#> 60 0.70166539 0.78704397 0.836347266 0.880839291 0.9260596513
#> 61 0.28169969 0.34454489 0.389401631 0.432105736 0.4750822882
#> 62 -0.09600931 -0.15992687 -0.238418410 -0.317192712 -0.3963633994
#> 63 0.16781114 0.11878238 0.022524430 -0.072459810 -0.1690744926
#> 64 0.03009616 -0.04003557 -0.148023569 -0.263383479 -0.3830753531
#> 65 -0.23286725 -0.30038721 -0.386513663 -0.460906926 -0.5426136366
#> 66 -0.66890916 -0.66941637 -0.671472187 -0.672334548 -0.6755494996
#> 67 -0.18453469 -0.18933432 -0.181720438 -0.173867713 -0.1694575889
#> 68 -0.80882806 -0.86987582 -0.881976093 -0.897825634 -0.9141232341
#> 69 -0.61200709 -0.71778127 -0.789850879 -0.862277173 -0.9335119070
#> 70 0.49001094 0.53542537 0.640787914 0.813654333 0.9904416561
#> 71 0.83293085 0.88199777 0.912978543 0.954608771 0.9902009213
#> 72 -0.08796534 -0.12076747 -0.153068709 -0.161722649 -0.1783841798
#> 73 -0.13539000 -0.17798709 -0.145056728 -0.123143291 -0.1005572820
#> 74 0.16198364 0.13574980 0.114086146 0.088644998 0.0580941542
#> 75 -0.66934647 -0.73384075 -0.732534542 -0.725586847 -0.7164268507
#> 76 -0.26257049 -0.27205531 -0.285877429 -0.286670953 -0.2855532070
#> 77 -0.25772768 -0.27304446 -0.195658845 -0.112936827 -0.0232667838
#> 78 -0.28787647 -0.32387106 -0.242495081 -0.143119537 -0.0371108457
#> 79 -0.14925004 -0.22049322 -0.216655203 -0.216315444 -0.2152989069
#> 80 -0.24520878 -0.24484407 -0.190303703 -0.126776267 -0.0614420988
#> 81 0.16451372 0.18217902 0.198656938 0.219522678 0.2441350593
#> 82 0.09689796 0.16955564 0.226163359 0.293017581 0.3631538640
#> 83 -0.06350880 -0.02948767 0.015850564 0.052495202 0.0919498907
#> 84 -0.08341906 -0.05008942 -0.021158812 0.003451264 0.0288205565
#> 85 0.43808860 0.49659322 0.651973459 0.799311318 0.9544136363
#> 86 0.46186031 0.52366109 0.691570864 0.871752601 1.0608308687
#> 87 0.88584768 0.96510442 1.019183721 1.081397142 1.1420891816
#> 88 0.28496913 0.31977039 0.441424840 0.564225799 0.6916036991
#> 89 0.45773401 0.50157115 0.712938606 0.941719208 1.1770101026
#> 90 0.73502306 0.84487691 0.969955176 1.095240384 1.2265698446
#> 91 1.30334089 1.37558224 1.389744989 1.430655749 1.4798831741
#> 92 0.95062376 0.99878628 1.143932055 1.299884918 1.4716097849
#> 93 1.60330665 1.69846477 1.857296241 2.017958131 2.1949548028
#> 94 1.45602813 1.47813317 1.515926578 1.564616049 1.6210238941
#> 95 0.25601325 0.15960450 0.183706472 0.204379711 0.2320930823
#> 96 1.73827760 1.84590618 1.881020018 1.944081060 2.0162719268
#> 97 1.48278556 1.50634096 1.527854014 1.542901345 1.5538575998
#> 98 1.46199800 1.68113067 2.037786514 2.408451250 2.8124937419
#> 99 0.80622476 1.03340423 1.333552667 1.664989590 2.0254258046
#> 100 1.40650732 1.63121099 1.987627384 2.367895952 2.7795556514
#> 101 1.37115039 1.66415663 2.063125918 2.485249904 2.9391704263
#> 102 0.18945397 0.28241589 0.453165747 0.635678693 0.8303008460
#> 103 -0.50324855 -0.53671099 -0.592733633 -0.649241196 -0.7110726467
#> 104 -0.36758351 -0.42203800 -0.463585886 -0.508846504 -0.5576803331
#> 105 -0.16993693 -0.16910405 -0.204614228 -0.244188710 -0.2872343771
#> 106 -0.17047536 -0.09976902 -0.050807888 0.009497347 0.0727026828
#> 107 -0.07721979 0.01133145 0.066461648 0.123109086 0.1848218025
#> 108 -0.28927871 -0.23968167 -0.204073009 -0.165022608 -0.1211291820
#> 109 1.07446598 1.16145752 1.173557344 1.177643285 1.1916873394
#> 110 0.83029414 0.92285902 0.983621088 1.045504388 1.1218674030
#> 111 0.87336973 0.91443786 0.916604358 0.922310271 0.9366559284
#> 112 0.80085629 0.84048035 0.819466568 0.795181253 0.7784800188
#> 113 0.60005960 0.64514669 0.605705874 0.573579430 0.5458421529
#> 114 0.04685464 0.05125248 0.026702234 -0.008725728 -0.0439008719
#> 115 0.78691737 0.85975943 0.850267860 0.834226382 0.8198951991
#> 116 0.65926988 0.84372268 0.983714911 1.136862987 1.3050736564
#> 117 0.15563011 0.17392250 0.126478987 0.087518502 0.0551178219
#> 118 -0.02907911 -0.11964147 -0.259478305 -0.405900926 -0.5532224991
#> 119 1.10980591 1.10384465 1.075043276 1.018112770 0.9579985378
#> 120 0.08742553 0.06764435 0.030280111 -0.009311772 -0.0530846253
#> 121 1.70528711 1.91839804 2.110783756 2.294824025 2.4941566888
#> 122 1.26114661 1.37377232 1.438020005 1.509300761 1.5854019701
#> 123 -0.49809175 -0.51116069 -0.541943804 -0.568374541 -0.6000051060
#> 124 0.11828593 0.12390508 0.128900587 0.132585337 0.1349446383
#> 125 1.74906139 1.97710030 2.195501730 2.418527216 2.6619312474
#> 126 2.02229437 2.18544327 2.302407019 2.406468309 2.5180556635
#> 127 2.30687968 2.68861377 3.044766290 3.408774368 3.8051863436
#> 128 0.30744119 0.37826081 0.441140994 0.501196507 0.5635317447
#> 129 0.12939108 0.19156653 0.244802659 0.295454400 0.3485029692
#> 130 -0.09785012 -0.06591133 -0.042456985 -0.021254604 -0.0016883141
#> 131 -0.22378365 -0.20384094 -0.210446286 -0.222947601 -0.2383643356
#> 132 0.02483949 0.07493431 0.078742957 0.075549170 0.0696198269
#> 133 0.59377699 0.75129659 0.894047001 1.036882186 1.1900704775
#> 134 0.65032588 0.75506901 0.802778857 0.852207883 0.9034060328
#> 135 0.55623703 0.67914550 0.768651752 0.856918945 0.9489616100
#> 136 0.19393562 0.25082626 0.376486985 0.498331077 0.6248863536
#> 137 0.15694836 0.19664260 0.252170009 0.296149118 0.3415479883
#> 138 0.01451745 0.04377775 0.044729300 0.048637283 0.0495950911
#> 139 0.28105502 0.36570955 0.473253820 0.581013267 0.6930335656
#> 0.0706 0.0659 0.0614 0.0573 0.0534
#> 1 -0.623409893 -0.69234682 -0.762214158 -0.8345624900 -0.860445595
#> 2 -0.156180114 -0.33240748 -0.531522592 -0.7569864483 -0.891687034
#> 3 1.594987273 1.60237142 1.609594438 1.6184345420 1.661570652
#> 4 1.465194584 1.74919848 2.073182014 2.4438934487 2.680153496
#> 5 -0.076196281 -0.13484417 -0.201861345 -0.2785738693 -0.335804126
#> 6 0.938848047 1.04398976 1.159671670 1.2885653863 1.363569675
#> 7 -0.444501487 -0.35415862 -0.256577910 -0.1506011724 -0.108313676
#> 8 -1.017261793 -1.09062763 -1.169120795 -1.2552758066 -1.332787818
#> 9 -1.060777303 -1.14116218 -1.230465212 -1.3313645648 -1.413105674
#> 10 -0.756522836 -0.83940569 -0.925406785 -1.0165003745 -1.062144681
#> 11 -0.915651783 -1.08385191 -1.269424557 -1.4762515422 -1.598839665
#> 12 -0.410496052 -0.48820977 -0.567963630 -0.6513575633 -0.693723347
#> 13 -0.985700506 -1.05840558 -1.139099542 -1.2299625061 -1.290869175
#> 14 1.135784626 1.11870746 1.097773208 1.0736745813 1.072126769
#> 15 -0.272492964 -0.37987977 -0.497454420 -0.6274155498 -0.697521083
#> 16 0.564309355 0.64381548 0.742051661 0.8613092003 0.968710192
#> 17 -1.895380736 -2.09551428 -2.314789183 -2.5585662236 -2.699349121
#> 18 -0.336358491 -0.34913770 -0.356551917 -0.3592547252 -0.370160885
#> 19 -0.364137424 -0.38563814 -0.410809732 -0.4406484895 -0.476583772
#> 20 -0.428006292 -0.58405407 -0.756412958 -0.9484799560 -1.071143952
#> 21 0.327090708 0.40333088 0.485732349 0.5759650300 0.628919705
#> 22 -0.360364065 -0.36713486 -0.374733568 -0.3836725544 -0.400564640
#> 23 -0.434032801 -0.33381551 -0.220621418 -0.0927242277 -0.009504510
#> 24 -1.151922421 -1.23269973 -1.322533199 -1.4239299762 -1.487521413
#> 25 -0.960944434 -1.04255981 -1.135047599 -1.2407870595 -1.299287633
#> 26 -0.725663270 -0.85536279 -1.000166191 -1.1634616021 -1.268492635
#> 27 -1.313683143 -1.46434830 -1.631344272 -1.8190239966 -1.959116791
#> 28 -1.555152353 -1.74853889 -1.961892731 -2.2002616164 -2.356173322
#> 29 -1.497607218 -1.68092481 -1.886196012 -2.1184328614 -2.281536249
#> 30 -1.237099442 -1.33287323 -1.436991790 -1.5523775687 -1.633032634
#> 31 -1.381074790 -1.52911624 -1.685990062 -1.8554292420 -1.949046878
#> 32 -1.785921864 -2.09701311 -2.437377100 -2.8143692114 -3.035337423
#> 33 -0.615540693 -0.69272445 -0.776749091 -0.8692609060 -0.904952711
#> 34 -0.616517033 -0.76546232 -0.928811871 -1.1097059652 -1.202007386
#> 35 0.077209200 0.06615413 0.060233330 0.0592310583 0.059696220
#> 36 -0.729873123 -0.79760599 -0.869233615 -0.9467294183 -1.004433566
#> 37 -0.656612631 -0.76223332 -0.878329234 -1.0074215334 -1.082703314
#> 38 -2.018855940 -2.24266237 -2.491646280 -2.7721363375 -2.976618651
#> 39 -0.354592399 -0.28624551 -0.210446805 -0.1263725873 -0.090094492
#> 40 -0.236892979 -0.25122284 -0.266196059 -0.2825307915 -0.310071436
#> 41 -0.367454899 -0.41210556 -0.461902689 -0.5183205952 -0.576441734
#> 42 -1.321338063 -1.49137747 -1.677111685 -1.8829426881 -2.019559628
#> 43 -1.652168675 -1.83943432 -2.047029721 -2.2802375436 -2.448131947
#> 44 -1.658175666 -1.89501077 -2.157139110 -2.4508074913 -2.656976026
#> 45 -1.680867346 -1.87695119 -2.095174607 -2.3408759249 -2.512528005
#> 46 -2.310802099 -2.59575582 -2.912024341 -3.2672861857 -3.509423716
#> 47 -2.290055121 -2.55971755 -2.853264160 -3.1778296552 -3.388536491
#> 48 -2.164611444 -2.38391424 -2.622431412 -2.8860285423 -3.035331090
#> 49 -1.891554085 -2.06169907 -2.246322267 -2.4501011845 -2.570930715
#> 50 -1.777228183 -1.96510069 -2.169173968 -2.3943164806 -2.525726806
#> 51 -0.764986927 -0.81001737 -0.860328093 -0.9178232880 -0.980160894
#> 52 -0.568694124 -0.56373147 -0.559838458 -0.5577104923 -0.583212952
#> 53 -0.871300056 -0.89019034 -0.912866086 -0.9406946672 -0.980981693
#> 54 -0.335501844 -0.29453662 -0.249445473 -0.2000876445 -0.194094278
#> 55 -0.360456288 -0.29935861 -0.233473930 -0.1623959195 -0.152995805
#> 56 -0.449373538 -0.41110883 -0.371865017 -0.3317674029 -0.340439807
#> 57 -0.276211160 -0.21011078 -0.138745071 -0.0613960511 -0.041178682
#> 58 0.282653170 0.32841564 0.378034609 0.4325971996 0.460653830
#> 59 0.738695118 0.79010960 0.848091425 0.9141651005 0.949838864
#> 60 0.972906272 1.02252672 1.076388856 1.1362283137 1.172673058
#> 61 0.519045174 0.56480681 0.613390134 0.6659612975 0.691506822
#> 62 -0.477173390 -0.56094570 -0.649288374 -0.7440382484 -0.792300361
#> 63 -0.268853951 -0.37336159 -0.484458007 -0.6041812639 -0.658842050
#> 64 -0.509441189 -0.64490725 -0.792196346 -0.9542055938 -1.044659540
#> 65 -0.633903321 -0.73713590 -0.854882205 -0.9896131057 -1.074681804
#> 66 -0.681568555 -0.69115745 -0.705256662 -0.7250596612 -0.772873955
#> 67 -0.169048197 -0.17322472 -0.182485752 -0.1971858191 -0.214830631
#> 68 -0.931475439 -0.95075601 -0.973015522 -0.9995727490 -1.034413444
#> 69 -1.004668916 -1.07707448 -1.152423533 -1.2327928784 -1.268980689
#> 70 1.174188567 1.36854560 1.577727321 1.8070391068 1.990947651
#> 71 1.019450284 1.04249769 1.059989437 1.0734159236 1.094886126
#> 72 -0.204510400 -0.24148053 -0.290605730 -0.3527060822 -0.386115185
#> 73 -0.077279136 -0.05316624 -0.027833095 -0.0007008914 0.024946984
#> 74 0.021134024 -0.02341400 -0.076589749 -0.1391295098 -0.167148537
#> 75 -0.704941943 -0.69115421 -0.675193340 -0.6573362176 -0.651658007
#> 76 -0.282240360 -0.27655334 -0.268486638 -0.2582033037 -0.251612572
#> 77 0.075261165 0.18468472 0.307273827 0.4454006565 0.543535398
#> 78 0.077549410 0.20310069 0.342080654 0.4973432419 0.618037305
#> 79 -0.213895681 -0.21226060 -0.210403826 -0.2081429566 -0.165032122
#> 80 0.006661445 0.07855830 0.155462242 0.2387728461 0.283704258
#> 81 0.273379798 0.30822923 0.349695687 0.3987721407 0.438190641
#> 82 0.438152256 0.51962502 0.609299107 0.7089225850 0.767376745
#> 83 0.135103051 0.18281790 0.236060552 0.2956930517 0.319096519
#> 84 0.055399980 0.08358331 0.113817317 0.1464731462 0.156870011
#> 85 1.120263336 1.30029494 1.498659720 1.7200137623 1.869894267
#> 86 1.262461713 1.48084514 1.720937834 1.9883865034 2.177755723
#> 87 1.202031942 1.26242052 1.324926112 1.3918629330 1.450260998
#> 88 0.825710630 0.96908616 1.124874213 1.2967648239 1.419245069
#> 89 1.422538680 1.68277694 1.963289286 2.2708269299 2.488378624
#> 90 1.366702870 1.51880138 1.686596363 1.8742403036 2.004229248
#> 91 1.539672454 1.61281181 1.702281250 1.8113973531 1.936683990
#> 92 1.663565466 1.88093507 2.129581975 2.4159075783 2.659752889
#> 93 2.393051746 2.61794586 2.876197725 3.1750571692 3.423250204
#> 94 1.687052862 1.76539171 1.859243534 1.9724921756 2.113895947
#> 95 0.267700181 0.31249125 0.368072123 0.4363895520 0.536561819
#> 96 2.100377285 2.19990413 2.318717643 2.4612116254 2.622871959
#> 97 1.560240196 1.56232483 1.561091684 1.5585499545 1.611235095
#> 98 3.260311949 3.76333099 4.334190680 4.9860725087 5.447465711
#> 99 2.424269370 2.87151245 3.377893987 3.9543016707 4.341492633
#> 100 3.232867413 3.73911390 4.310801624 4.9610997391 5.429965516
#> 101 3.435961321 3.98762582 4.607439791 5.3092622376 5.814528495
#> 102 1.041373514 1.27354682 1.531997625 1.8221608366 2.009764864
#> 103 -0.779908893 -0.85771324 -0.946715115 -1.0493573348 -1.134439976
#> 104 -0.611478478 -0.67176359 -0.740185114 -0.8184637485 -0.870501972
#> 105 -0.334813786 -0.38816138 -0.448670213 -0.5179001473 -0.575171615
#> 106 0.140251914 0.21347479 0.293691580 0.3820818865 0.421860729
#> 107 0.253379599 0.33042286 0.417559011 0.5160824985 0.556453958
#> 108 -0.071002143 -0.01343682 0.052653756 0.1279981565 0.154296957
#> 109 1.217662128 1.25781010 1.314406129 1.3894927909 1.461408551
#> 110 1.216109179 1.33190299 1.473017715 1.6429753255 1.770284493
#> 111 0.961276486 0.99811694 1.049166960 1.1163647835 1.192046434
#> 112 0.770460082 0.77241485 0.785557491 0.8108706343 0.853038753
#> 113 0.523075965 0.50593661 0.494884398 0.4901432158 0.503829960
#> 114 -0.079257811 -0.11531118 -0.152689192 -0.1922510319 -0.223655493
#> 115 0.807629195 0.79793229 0.791342155 0.7883473551 0.800129639
#> 116 1.493293268 1.70665679 1.950534617 2.2301104420 2.402057004
#> 117 0.030021867 0.01286992 0.003918019 0.0029030389 0.009340806
#> 118 -0.703639537 -0.85951181 -1.023722364 -1.1996298032 -1.297370916
#> 119 0.893334754 0.82319624 0.747006050 0.6646050725 0.653903535
#> 120 -0.102296736 -0.15818654 -0.222004177 -0.2948941119 -0.340470885
#> 121 2.714097748 2.96068542 3.240784878 3.5616759654 3.794779731
#> 122 1.668376682 1.76078985 1.865646585 1.9864066642 2.090159374
#> 123 -0.638056527 -0.68400111 -0.739488896 -0.8062812220 -0.872640351
#> 124 0.135763634 0.13490101 0.132321960 0.1281304382 0.126302150
#> 125 2.932420692 3.23749130 3.585470047 3.9850733806 4.266859475
#> 126 2.640122497 2.77645510 2.931662125 3.1110466452 3.259080863
#> 127 4.244883323 4.73972710 5.302723593 5.9471989249 6.384710274
#> 128 0.629403397 0.70019672 0.777551139 0.8632351020 0.911786782
#> 129 0.405085430 0.46637431 0.533697764 0.6083867735 0.644208748
#> 130 0.016272100 0.03259893 0.047339944 0.0605662194 0.048536265
#> 131 -0.257308609 -0.28057067 -0.309017271 -0.3436610812 -0.389316192
#> 132 0.060603364 0.04803633 0.031448180 0.0102797963 -0.024999968
#> 133 1.357474695 1.54318291 1.751685997 1.9875073731 2.123751587
#> 134 0.957621924 1.01628251 1.081036165 1.1536796883 1.191549888
#> 135 1.046827656 1.15274574 1.269274212 1.3991197630 1.467915340
#> 136 0.758385309 0.90133597 1.056785084 1.2281568434 1.339261768
#> 137 0.389115397 0.43969823 0.494399770 0.5544266273 0.582187409
#> 138 0.047258186 0.04124572 0.031203524 0.0168463496 0.004246710
#> 139 0.811478464 0.93871500 1.077522453 1.2309333805 1.322467010
#> 0.0498 0.0465 0.0433 0.0404 0.0377 0.0351
#> 1 -0.86340908 -0.86046912 -0.744038884 -0.63788056 -0.380171614 -0.156118166
#> 2 -0.98029571 -1.05573986 -1.153574184 -2.24516002 -2.289666162 -2.370618703
#> 3 1.74039989 1.80484961 1.708890014 1.74918909 1.791591731 1.842252460
#> 4 2.82551768 2.94371421 2.902101594 2.66934153 2.301025661 1.989957902
#> 5 -0.38814126 -0.42017670 -0.489604848 -0.23812821 -0.552544310 -0.873611764
#> 6 1.40392850 1.42566422 1.256118174 1.25661761 1.186013255 1.141181262
#> 7 -0.11424665 -0.11677033 0.030846537 -0.05807566 0.284753236 0.643943289
#> 8 -1.40947111 -1.49098393 -1.603051165 -2.55561983 -2.661367738 -2.814860198
#> 9 -1.47558242 -1.54344585 -1.699430917 -2.42040930 -2.119894281 -1.865660707
#> 10 -1.09520662 -1.12191300 -1.130996384 -0.83581275 -1.426803512 -2.062230136
#> 11 -1.67892661 -1.78540873 -2.161895811 -5.62699815 -5.890438579 -6.272934987
#> 12 -0.73550296 -0.78396533 -0.948904545 -1.52269305 -1.656238648 -1.809241263
#> 13 -1.34687269 -1.40124339 -1.472014292 -1.75597988 -1.688695614 -1.644502712
#> 14 1.08651720 1.09906279 1.073013663 0.44983409 0.251158209 0.058418985
#> 15 -0.72829498 -0.74380764 -0.593362754 -0.68538646 -0.468611711 -0.271192166
#> 16 1.09116836 1.16666287 0.860629655 -1.61001791 -2.056428256 -2.556500740
#> 17 -2.74763369 -2.78651158 -2.736952125 -2.38218272 -1.845259402 -1.401730151
#> 18 -0.38798474 -0.41036682 -0.421010887 0.04785683 0.233683806 0.419492935
#> 19 -0.50737648 -0.54114992 -0.703195044 -0.75785215 -0.797368612 -0.858476149
#> 20 -1.16135858 -1.25140678 -1.321499990 -0.94340315 -0.876668971 -0.817111883
#> 21 0.66384088 0.67410962 0.530695411 -0.19458001 0.041030731 0.269170501
#> 22 -0.43339821 -0.47306350 -0.546829016 -0.30871688 -0.336748161 -0.363315605
#> 23 0.03983547 0.06583676 -0.144030402 -1.02637160 -1.471846482 -1.953384662
#> 24 -1.51909430 -1.53285171 -1.342174632 -1.60508009 -1.407516689 -1.249959073
#> 25 -1.29623528 -1.30804141 -1.446798918 -2.03476568 -1.839034627 -1.722215026
#> 26 -1.28707398 -1.31233638 -1.394149900 -2.12073537 -1.788106329 -1.536995016
#> 27 -2.05398259 -2.14244732 -2.201301946 -2.26937050 -2.138200187 -2.063497194
#> 28 -2.46686001 -2.55405342 -2.492580596 -2.37632244 -2.358888604 -2.396837554
#> 29 -2.39641211 -2.49516726 -2.541717495 -3.06126123 -2.851792419 -2.708647268
#> 30 -1.69589718 -1.76467054 -1.895551210 -1.99187511 -1.808395329 -1.673241380
#> 31 -2.00993298 -2.07367638 -2.188596839 -3.96464544 -4.326666696 -4.796863113
#> 32 -3.14327528 -3.24525352 -3.371138206 -3.72618894 -4.269749455 -4.949259501
#> 33 -0.91375689 -0.90039379 -0.684633197 0.11573040 -0.204195668 -0.556122711
#> 34 -1.23359745 -1.25266199 -1.247924590 -0.59790863 -1.265155772 -1.989881030
#> 35 0.06724370 0.07704509 0.152982653 0.50617646 0.434332382 0.352194455
#> 36 -1.05997601 -1.12260549 -1.203824956 -2.80993519 -3.012125015 -3.268797674
#> 37 -1.12453382 -1.17244368 -1.224817360 -3.07512244 -3.300831050 -3.613620585
#> 38 -3.13431737 -3.28921342 -3.500208783 -5.80614554 -6.461484942 -7.247305204
#> 39 -0.08103606 -0.06850190 0.004126232 -0.84022241 -0.860681210 -0.902917228
#> 40 -0.34448586 -0.38613927 -0.496195700 -1.11112151 -1.191674650 -1.289259463
#> 41 -0.63839272 -0.68974467 -0.632613796 -0.71555585 -0.793834556 -0.878271884
#> 42 -2.12543133 -2.24333137 -2.463505274 -4.47750688 -4.797331650 -5.214351572
#> 43 -2.56773610 -2.68066750 -2.740010422 -4.10281763 -4.269084118 -4.537201778
#> 44 -2.80537425 -2.93693941 -2.956334818 -3.78941924 -3.893426488 -4.085319247
#> 45 -2.64451397 -2.77181926 -2.874175831 -4.15025227 -4.292499394 -4.522019968
#> 46 -3.67165846 -3.81199743 -3.780508262 -5.21774083 -5.402418243 -5.718635260
#> 47 -3.53219053 -3.68773826 -4.028294774 -6.24446477 -6.421110494 -6.732655335
#> 48 -3.08477636 -3.12063402 -3.049904601 -2.17752836 -2.145307166 -2.215329481
#> 49 -2.64325903 -2.70122454 -2.648091416 -3.08158242 -3.182509220 -3.368306713
#> 50 -2.60868481 -2.67909849 -2.650006072 -2.73166770 -2.718669685 -2.771880565
#> 51 -1.03223157 -1.08168673 -1.105526116 -2.20155176 -2.360447733 -2.572224450
#> 52 -0.62920985 -0.68090144 -0.752559988 -2.00212844 -2.284869997 -2.603981955
#> 53 -1.02390328 -1.05787912 -1.075474725 -1.04177400 -1.173442948 -1.336828599
#> 54 -0.20345400 -0.21299846 -0.306774364 -0.39318360 -0.698919292 -1.025723298
#> 55 -0.17816792 -0.20401262 -0.283446724 -2.12837599 -2.477722065 -2.865733943
#> 56 -0.36823526 -0.39822007 -0.511837432 -2.64887294 -3.104037312 -3.615285217
#> 57 -0.06021868 -0.08391438 -0.175730588 -0.47145811 -0.656306955 -0.841320373
#> 58 0.45756424 0.43869413 0.234661108 -0.07434612 -0.054216108 -0.016784964
#> 59 0.95495854 0.95515944 0.809733243 0.38448206 -0.006707682 -0.373614036
#> 60 1.18214175 1.19260653 1.147286649 2.59638349 2.446851110 2.359896875
#> 61 0.70228917 0.70707650 0.603191456 1.30380339 1.031404832 0.781426596
#> 62 -0.82039706 -0.83267648 -0.853959171 -0.62712783 -0.696578393 -0.774049485
#> 63 -0.66690261 -0.66193611 -0.670913981 -1.36119051 -1.457236394 -1.592474772
#> 64 -1.09452139 -1.14557724 -1.346256438 -2.31282565 -2.853070037 -3.452786255
#> 65 -1.14311908 -1.18480303 -1.134554679 -3.92521057 -4.485093955 -5.134813812
#> 66 -0.83962710 -0.90802252 -1.004748223 -2.57321493 -2.620665063 -2.700852294
#> 67 -0.22895982 -0.25512259 -0.411726880 -2.45100292 -2.987106951 -3.589504807
#> 68 -1.07705142 -1.15738734 -1.515265283 -4.20626475 -4.345859888 -4.554168635
#> 69 -1.26113619 -1.24400275 -1.183079002 -0.17922408 -0.222081524 -0.306391779
#> 70 2.12767680 2.26786392 2.622245371 3.31210484 3.808084253 4.369042585
#> 71 1.09965190 1.11468429 1.224383955 3.48310439 4.051109691 4.710184658
#> 72 -0.40239234 -0.41477735 -0.408659560 -0.21176653 0.146453766 0.513468248
#> 73 0.04325548 0.04839701 -0.124072378 0.68718016 1.083928835 1.498991554
#> 74 -0.16785256 -0.20323083 -0.590423118 -0.83735281 -0.792103091 -0.768431077
#> 75 -0.66741350 -0.66399193 -0.492591038 -0.09007640 -0.126463234 -0.162217217
#> 76 -0.23969672 -0.22528860 -0.228337676 0.23208967 0.091467473 -0.065904636
#> 77 0.61574451 0.66280474 0.520207981 0.45909189 0.350664597 0.229798596
#> 78 0.71580140 0.83353740 1.188616796 1.33623261 1.478203767 1.622786748
#> 79 -0.03882142 0.09815614 0.327671875 3.99211914 4.338336743 4.668875582
#> 80 0.28628753 0.30874125 0.516948267 0.94864906 0.776234659 0.631708333
#> 81 0.47049955 0.50888355 0.538159886 1.25266919 1.187010173 1.125609042
#> 82 0.82244831 0.86653568 0.827878728 -0.22302491 -0.507042727 -0.824350578
#> 83 0.31554643 0.31278718 0.281950367 0.63118254 0.453149622 0.300030518
#> 84 0.16958768 0.18975601 0.226599641 0.42308382 0.209086194 -0.009976458
#> 85 1.95322808 2.05243748 2.322299807 3.53711136 3.722816683 3.992925291
#> 86 2.29734576 2.42045998 2.650333814 3.00482823 2.943126223 2.936938345
#> 87 1.50063736 1.53359067 1.333785942 1.10316420 0.887103203 0.691562991
#> 88 1.50326392 1.62083123 1.989298537 3.77684924 3.783328149 3.856990358
#> 89 2.60755618 2.77306180 3.432414598 6.22921449 6.492678887 6.905494499
#> 90 2.10451234 2.17932878 1.956440115 3.02577654 3.483974594 4.013403943
#> 91 2.07299539 2.18335327 2.115862341 1.54091329 1.729616856 1.924651856
#> 92 2.87715744 3.07821112 3.230424973 2.74521765 2.823064589 2.921945117
#> 93 3.59675313 3.75479721 3.856541765 5.62009404 6.015943721 6.548284605
#> 94 2.24470182 2.34122080 2.131901236 -0.07346676 -0.032411283 -0.008362997
#> 95 0.64211973 0.75569002 0.993488486 0.30950184 0.574049221 0.833724026
#> 96 2.81307738 2.99062092 3.118896229 2.56332620 2.861510799 3.154845711
#> 97 1.68841287 1.78599875 2.192456236 5.73742999 6.104370902 6.582666747
#> 98 5.76368023 5.98640209 5.569222232 6.32146188 7.132237424 8.091577707
#> 99 4.62119334 4.87098018 4.992734593 7.23330082 8.304069135 9.524739946
#> 100 5.79517666 6.10550878 6.126165837 8.04924887 9.264507369 10.656603677
#> 101 6.29478345 6.65746676 6.225665310 5.93150576 5.729737384 5.527119373
#> 102 2.13035497 2.24418344 2.388242737 3.52447403 3.877970632 4.312563343
#> 103 -1.20324767 -1.25956720 -1.210490898 -1.42962242 -1.081188997 -0.754065937
#> 104 -0.90020217 -0.90978901 -0.778992586 0.86941479 1.136011932 1.412995842
#> 105 -0.61419577 -0.65052803 -0.677190593 0.61124293 0.848161316 1.105940951
#> 106 0.45780540 0.49696444 0.533769892 0.69308171 0.943021829 1.197291725
#> 107 0.57988960 0.60087661 0.538856325 0.22485905 0.344809995 0.464350169
#> 108 0.15790993 0.15275152 0.028406930 -0.09589475 0.326046933 0.761772742
#> 109 1.52325850 1.57381023 1.547593899 3.24806194 3.446921565 3.713073155
#> 110 1.85256813 1.90451454 1.757545930 1.69846542 1.659276830 1.668813759
#> 111 1.25816671 1.33081281 1.539548598 2.72410029 2.974029734 3.278282908
#> 112 0.89620479 0.92975690 0.914938712 1.52287229 1.533826293 1.574545883
#> 113 0.53132954 0.55160960 0.554724916 0.23610523 0.258088771 0.272719044
#> 114 -0.25362513 -0.27693562 -0.206705875 0.59891762 0.591837428 0.597602225
#> 115 0.83901070 0.86618072 0.839204060 1.40421518 1.092454227 0.794451874
#> 116 2.51632575 2.60099649 2.524318333 2.53718809 2.785980811 3.110608878
#> 117 0.01899894 0.01734636 -0.046701491 0.56184947 0.716479184 0.879511209
#> 118 -1.36738786 -1.43017976 -1.399064730 -0.19988656 -0.074901526 0.039192309
#> 119 0.69196712 0.74199941 0.978222979 2.49936069 2.704736134 2.934093683
#> 120 -0.37822949 -0.39156602 -0.132068008 1.18549425 1.399630961 1.639628970
#> 121 3.97984428 4.12563688 4.022335949 6.12610697 5.947754738 5.870341341
#> 122 2.17629553 2.26488175 2.465738266 4.08434846 4.455344361 4.897197096
#> 123 -0.93330678 -0.98575648 -0.967854920 -1.64539830 -1.935358357 -2.259708024
#> 124 0.12208557 0.13895880 0.361433379 2.34915467 2.623197420 2.951236078
#> 125 4.45098522 4.59023167 4.420754394 4.49989490 4.528115467 4.672681279
#> 126 3.35272741 3.44812390 3.685731352 6.29415780 6.643266770 7.160728056
#> 127 6.69624334 6.97362659 7.079451789 10.90861314 11.424574194 12.178209656
#> 128 0.94036292 0.98253397 1.222071050 2.82083645 3.111545311 3.469312025
#> 129 0.65890183 0.66562896 0.621404472 1.04597684 1.168368423 1.321216698
#> 130 0.01502334 -0.01455431 0.042368873 -0.02967759 0.079480520 0.209908581
#> 131 -0.43753326 -0.47966355 -0.446875824 -0.37216335 -0.328201241 -0.282201366
#> 132 -0.06061105 -0.10197426 -0.136185308 -1.29822793 -1.359329871 -1.438670004
#> 133 2.19128708 2.25645413 2.378616196 3.64784718 3.976771205 4.403847008
#> 134 1.19591073 1.20393276 1.334445243 1.28635125 1.506890350 1.781940032
#> 135 1.49261169 1.51287705 1.580564239 1.65387430 1.877002047 2.158874244
#> 136 1.41667518 1.51882059 1.969909317 4.12371734 4.474782772 4.912399317
#> 137 0.57823989 0.58196586 0.744463194 1.99717955 2.322780267 2.713723848
#> 138 0.02184733 0.04717719 0.251581190 0.81632999 1.056863220 1.288934122
#> 139 1.37785270 1.44703292 1.785425290 3.45386235 3.798186123 4.215955382
#> 0.0328 0.0306 0.0285 0.0266 0.0248
#> 1 -0.24676097 -0.1992384 -1.20050870 -1.166618603 -1.34563559
#> 2 -2.25502734 -2.4547521 -2.85370103 -3.934693691 -4.24265670
#> 3 0.75187549 0.3284247 -1.19961759 -0.917446921 -0.89994087
#> 4 1.39403045 1.2752487 1.68156299 0.592926606 0.47661388
#> 5 -1.64215750 -2.1715335 -4.49128853 -7.157124510 -7.75730478
#> 6 1.39817887 1.7204421 2.76032415 2.092975027 2.09663186
#> 7 1.46244680 1.5091801 0.29316755 0.253382587 0.27311515
#> 8 -2.80378103 -3.0897340 -3.73421764 -4.642899080 -5.00507432
#> 9 -1.76503770 -1.6364663 -2.96587025 -2.709667898 -2.81785867
#> 10 -3.06822732 -3.7046742 -5.74371689 -6.215374950 -6.51660054
#> 11 -5.70615985 -6.0220783 -6.60395659 -6.378147289 -6.74427666
#> 12 -1.77891263 -1.9324366 -5.51986032 -6.101159545 -6.26608563
#> 13 -1.43995473 -1.2942577 -0.51954134 -0.752652346 -0.63206668
#> 14 -0.25937377 -0.2929753 -0.38076795 -0.301163289 -0.34659951
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#> 16 -2.94793701 -2.6306847 -1.65753394 -1.676908642 -1.88506310
#> 17 -1.54989306 -1.6522589 -2.48496411 -3.293691704 -3.58666794
#> 18 0.74670531 0.5707242 -0.07920693 0.384727690 0.45768287
#> 19 -1.41720791 -1.6583257 -3.83991369 -5.497138463 -5.95420047
#> 20 -0.32460812 -0.2624990 -1.10350872 -0.873153428 -0.94653238
#> 21 0.28659078 0.3209427 0.70016828 -0.516805246 -0.80296052
#> 22 -0.60082513 -0.7131342 -1.48924960 -2.149854089 -2.22322388
#> 23 -3.10371671 -3.3401867 -5.25954889 -4.838174477 -4.99500645
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#> 25 -2.28182030 -2.2694938 -0.79962478 0.156360517 0.21831628
#> 26 -2.21199640 -1.8646770 -0.82566663 0.182208585 0.47161669
#> 27 -2.17984182 -2.2531415 -2.61349972 -3.627582305 -3.87364540
#> 28 -2.43397763 -2.5036749 -3.14590112 -3.379956548 -3.53588667
#> 29 -2.20927205 -2.5646820 -6.65459570 -6.637941407 -6.85881391
#> 30 -1.85499349 -2.3310752 -5.07436866 -6.072158592 -6.49162117
#> 31 -5.74508873 -6.5304926 -13.46843245 -15.630340172 -16.55625250
#> 32 -7.30513869 -8.0185663 -12.09991355 -12.783598887 -13.36260114
#> 33 -1.29632177 -1.2798766 -1.80481116 -1.626125807 -1.64441655
#> 34 -3.91236906 -4.1397150 -3.89949808 -3.548513237 -3.58340779
#> 35 0.15782384 0.1191679 -1.75641151 -4.088459111 -4.59085985
#> 36 -3.07538748 -3.0897063 -2.68372402 -2.546947986 -2.63899056
#> 37 -4.24738811 -4.4720907 -5.53398839 -5.895327029 -6.27856862
#> 38 -8.02874821 -8.4047974 -11.06625483 -13.824602239 -14.71467834
#> 39 -0.75592508 -0.8058174 -0.72336978 -0.729963806 -0.73862864
#> 40 -1.11250688 -1.1372287 -1.96455934 -2.237260335 -2.39886692
#> 41 -0.57086088 -0.5564320 -0.38745212 -0.241853162 -0.26844510
#> 42 -5.48421343 -5.7917887 -7.40265184 -8.446501068 -8.97760991
#> 43 -4.72477840 -4.9313494 -6.60381435 -7.041821297 -7.42562319
#> 44 -4.37135782 -4.5646308 -6.97085581 -7.353330108 -7.72940041
#> 45 -4.56249334 -4.8076688 -6.52474259 -6.625492460 -6.97186136
#> 46 -6.50797896 -6.8857049 -9.73739345 -10.113820811 -10.62268152
#> 47 -7.01543186 -7.4002960 -10.12382927 -12.682502357 -13.64669838
#> 48 -2.55129607 -2.7979902 -4.02392487 -3.815092233 -3.97813569
#> 49 -3.74636163 -4.1204292 -5.35915570 -6.510249852 -6.97109678
#> 50 -2.65115117 -2.7858602 -2.72287707 -3.819807014 -4.10247836
#> 51 -3.00025937 -2.9189285 -1.93149341 -2.991326664 -3.21799543
#> 52 -2.46706435 -2.3365424 -1.59991329 -3.286323320 -3.59804152
#> 53 -2.00390674 -2.2364232 -3.26111845 -2.879853575 -2.96611591
#> 54 -1.92875505 -2.2612467 -2.62563838 -2.669798471 -2.71581507
#> 55 -3.03091523 -3.2251092 -5.48194878 -6.500207863 -6.78495363
#> 56 -4.13009188 -4.2385240 -6.98897943 -8.290699011 -8.76516564
#> 57 -1.02016952 -1.2116881 -1.79039449 -2.167612385 -2.34915847
#> 58 0.35072188 0.1376989 -0.69389234 -0.003600198 -0.04978044
#> 59 -0.65697166 -0.9595371 -1.22260504 -0.565822508 -0.51751063
#> 60 2.08983335 1.8694597 0.67940186 0.042751945 -0.09237090
#> 61 0.35142151 0.2092415 -0.01066436 -0.684845191 -0.82162631
#> 62 -0.62859446 -0.6462102 -0.68145139 -1.109224397 -1.21811419
#> 63 -1.14758572 -0.8523377 0.05010629 -1.109630717 -1.13214642
#> 64 -3.90609413 -4.1360517 -3.93579306 -4.845093892 -5.15716691
#> 65 -6.06408187 -6.7803052 -11.30881877 -12.543914080 -13.11587816
#> 66 -2.16991093 -2.1789935 -4.46677082 -5.511829671 -5.87922396
#> 67 -3.65116880 -3.6799703 -3.48730377 -3.841965828 -4.03970498
#> 68 -4.11244992 -4.0874859 -2.80192999 -3.027087331 -3.16307768
#> 69 0.29934500 0.4425581 0.87788190 0.719924813 0.82174467
#> 70 6.27599813 7.1588735 12.20959265 12.308457946 13.19763693
#> 71 5.92062003 6.1918500 7.38329417 5.678493910 5.77305794
#> 72 1.98782233 2.5182680 4.50680603 5.240034313 5.76294043
#> 73 1.33614427 1.1388652 1.23556436 0.682742648 0.57495870
#> 74 -1.04499701 -0.9809532 -0.61581231 -0.684626364 -0.61737056
#> 75 0.17200857 0.1590579 -0.07337527 0.739687217 0.88099024
#> 76 -0.46289925 -0.4419648 0.45570161 0.613289692 0.72901950
#> 77 0.26218684 0.3004352 1.16852800 1.262026229 1.29877856
#> 78 1.60825534 1.9217890 4.38979720 6.664181556 7.41676632
#> 79 2.92243724 3.0478938 3.99564550 5.299912857 5.74582444
#> 80 0.44868637 0.5283130 1.15614818 1.719274722 1.91478159
#> 81 1.21593895 1.0854396 0.90257479 1.011616762 1.08058013
#> 82 -1.44834494 -1.4887723 -1.79501878 -1.132803879 -1.09045219
#> 83 0.33419927 0.4311025 1.64274942 3.386999081 3.76993116
#> 84 -0.31635989 -0.2344487 -1.22453552 -0.531316898 -0.37833333
#> 85 4.44697760 4.5284569 5.06490376 6.748558056 7.43576437
#> 86 2.17898420 2.0365998 2.04735304 3.251382809 3.58104725
#> 87 0.84444996 0.9539238 3.33830817 3.545063495 3.79678045
#> 88 3.49235114 3.4613913 3.83900541 5.077737703 5.51983200
#> 89 9.15724703 9.8315638 12.19366464 12.747260208 13.65728006
#> 90 4.61860941 4.9500842 4.23791816 3.700757544 3.87761476
#> 91 2.72813895 3.3200578 4.50249613 3.924463339 4.00485762
#> 92 3.62748560 3.9902919 4.34757619 5.357411402 5.73252304
#> 93 7.56198831 7.9732255 9.99841821 12.212513426 13.10512987
#> 94 0.31681166 0.2471836 0.15370503 -0.099770796 -0.07209200
#> 95 1.38755646 1.6033317 5.49371488 10.841412006 11.95606290
#> 96 2.81397046 2.9709111 3.56866174 5.124973103 5.85395295
#> 97 7.18548470 7.8655638 13.17932328 14.961438125 15.87639723
#> 98 10.55250254 10.6646554 12.49133292 15.228835613 16.34534984
#> 99 10.05771002 10.2979439 12.49328640 14.519669559 15.59231919
#> 100 13.28237279 14.4172132 21.42529476 26.371555950 28.59887525
#> 101 3.67007722 3.9138803 1.09938049 1.397806714 1.52460692
#> 102 5.00230454 5.4874157 6.92375852 7.104232525 7.31764385
#> 103 -0.58558412 -0.5257694 -1.13501760 -2.080129652 -2.30718727
#> 104 1.07170407 1.2378600 1.16878338 0.884965270 0.90770194
#> 105 1.08417979 1.1905977 2.65152717 3.659329904 3.88503997
#> 106 1.01513267 1.0767051 1.74144195 2.946625494 3.15520915
#> 107 -0.15205276 -0.3084053 0.33388698 0.792375098 0.75666876
#> 108 1.14602818 1.0823751 1.48235396 2.139841282 2.25443020
#> 109 3.65123143 3.5303848 4.51326316 4.732535118 4.87401822
#> 110 2.16156101 2.0469024 1.66226408 1.587489788 1.59918201
#> 111 3.23162121 3.0932971 3.75407963 4.629126412 4.91755135
#> 112 1.43212805 1.2543858 2.11466020 2.783106643 3.03125066
#> 113 0.37274163 0.3072844 0.03107424 -0.444253109 -0.55907196
#> 114 0.34159477 0.3450245 0.02188068 -1.016053086 -1.17748989
#> 115 0.67952990 0.8895757 0.78437172 1.737037886 1.81461420
#> 116 4.44843436 4.8951013 8.62982507 9.767080163 10.34746388
#> 117 1.08802979 1.3617713 3.95224992 5.178712091 5.40453547
#> 118 -0.30779394 -0.3478228 0.75700765 2.318933731 2.50180061
#> 119 3.08682658 3.4076371 4.12018584 6.817312134 7.39736348
#> 120 2.04296426 2.1699336 2.83722837 4.798134062 5.23477536
#> 121 5.30807241 5.5097853 7.59644874 7.538238201 7.73670735
#> 122 5.38112973 5.6965015 7.28881363 7.151566045 7.44910254
#> 123 -2.36434603 -2.3149895 -0.93257697 -0.791191567 -0.76637480
#> 124 3.68341902 3.8994331 6.83855153 8.430812841 9.06042893
#> 125 5.01571027 5.1326551 10.02190478 13.365904781 14.29402150
#> 126 8.72312219 9.4219770 14.67913720 18.278642507 19.43812378
#> 127 13.11863429 13.4870687 16.63202346 18.575190327 19.47692374
#> 128 4.11817275 4.5134787 7.75646970 9.527809687 10.09405326
#> 129 1.73348395 1.9194298 3.67833404 4.271200264 4.53129287
#> 130 0.93613881 1.1058875 3.60302706 4.325565453 4.54753808
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#> 132 -0.77658906 -0.5907592 0.37479305 0.362965745 0.39491245
#> 133 5.14267914 5.4212934 7.17857224 8.740704806 9.26657168
#> 134 2.65756078 3.0431503 5.51442865 7.459946329 7.97144656
#> 135 3.08390690 3.4699408 6.09170556 7.303440491 7.74431833
#> 136 6.16367710 6.5899208 8.20926775 10.098993635 10.83241185
#> 137 4.24770668 4.5238826 5.66911341 6.282007754 6.65301122
#> 138 1.69446209 2.0102407 1.67050225 1.059841829 1.17332288
#> 139 4.90826063 5.1977759 5.35623014 5.707884189 6.03800983
#> 0.0231 0.0216 0.0201 0.0188 0.0175
#> 1 -1.534686477 -1.130245684 -1.22113699 -1.30252466 -1.37617616
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#> 3 -0.910278572 -2.239420115 -2.29651522 -2.34916227 -2.39900798
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#> 5 -8.083152908 -8.720645550 -8.65037677 -8.61156550 -8.59256258
#> 6 2.173864662 1.110136044 1.24002509 1.36439157 1.48432471
#> 7 0.286201429 0.088430790 0.08448923 0.08215058 0.08044906
#> 8 -5.263636610 -4.452068970 -4.53807916 -4.62367299 -4.70666779
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#> 25 0.173770564 0.001487977 -0.04680985 -0.09187602 -0.13398722
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#> 27 -4.007895015 -3.907669330 -3.91464399 -3.92881957 -3.94648818
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#> 53 -3.094065306 -3.230928299 -3.30631643 -3.38488859 -3.46412499
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#> 60 -0.165724475 -0.127460206 -0.12992687 -0.13116660 -0.13226136
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#> 62 -1.299984087 -2.234981777 -2.23486772 -2.24763090 -2.26935587
#> 63 -1.014620149 -2.516948917 -2.25417544 -2.03448884 -1.84574060
#> 64 -5.380464149 -6.801675682 -6.81518301 -6.84695488 -6.88864346
#> 65 -13.559007569 -15.761553086 -15.78966884 -15.86250598 -15.96142695
#> 66 -6.095351697 -5.589761165 -5.54762350 -5.52515226 -5.51496507
#> 67 -4.143071868 -2.445034512 -2.41411898 -2.38793893 -2.36299293
#> 68 -3.243905995 -3.471374399 -3.51848648 -3.56986182 -3.62274101
#> 69 0.962548279 1.332373831 1.49142363 1.64977431 1.80775406
#> 70 14.184019305 12.189502612 12.72732423 13.25168507 13.75875977
#> 71 6.064677228 6.587369723 6.82196674 7.06152207 7.30057102
#> 72 6.248869715 7.063174257 7.26677443 7.47520568 7.68353506
#> 73 0.486257728 0.964378250 0.87737175 0.80101668 0.73144642
#> 74 -0.542772116 -0.807900425 -0.82033688 -0.83003012 -0.83781788
#> 75 0.946658953 0.654132898 0.69390242 0.73205385 0.76879854
#> 76 0.832070299 0.806314813 0.87837003 0.94767643 1.01493140
#> 77 1.333399381 0.563724891 0.64481096 0.72204563 0.79663423
#> 78 7.916328377 7.224625291 7.28172473 7.34892186 7.42043105
#> 79 6.054724472 5.831607510 5.88926864 5.96176569 6.04232185
#> 80 2.060151131 1.888612348 1.91011680 1.93254052 1.95458133
#> 81 1.144526185 1.393840716 1.45845650 1.53140306 1.61030143
#> 82 -1.096948198 -1.554442137 -1.54260211 -1.53616860 -1.53279876
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#> 134 166.2139482
#> 135 146.4349538
#> 136 308.4594220
#> 137 102.6085151
#> 138 58.7124046
#> 139 157.4866173
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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,] -0.405675517 -0.032217259 -0.55825946 -0.685745643 -0.356960290
#> [2,] 0.595615255 0.495731530 1.77526773 2.810727593 2.929063184
#> [3,] -0.160299913 2.800391024 2.77313445 3.168113590 1.963824501
#> [4,] -0.801442621 -0.619829117 -1.07164955 -0.397304188 -1.798851385
#> [5,] -0.065315808 0.611588885 0.41421984 1.191234356 2.524715925
#> [6,] 0.856821543 0.472143804 0.28305149 0.372342033 -0.062825738
#> [7,] -0.548151675 -1.322604574 -1.12806604 -1.055794923 -1.039296290
#> [8,] -1.042860554 -1.183159493 -1.34597475 -1.098005867 -0.928381590
#> [9,] -0.884553713 -0.636479276 -0.91932502 -0.943935920 -0.612485294
#> [10,] -0.841019331 -0.182068689 -0.35586529 -0.006852952 0.931194608
#> [11,] -0.017823756 -0.905656845 0.05315428 0.765607332 0.021413274
#> [12,] 0.195890480 0.523481794 -0.05121623 -0.224942832 -0.194098199
#> [13,] -0.437336886 -0.673942133 -0.82059616 -0.672378843 0.542993159
#> [14,] -0.698543174 2.610301710 2.41982616 2.013644258 1.913281093
#> [15,] 0.674768675 1.111093652 0.43749164 0.247819747 -0.312734808
#> [16,] -0.805400292 -0.191087525 -0.66615601 -0.467655763 0.301507990
#> [17,] -0.037612111 -0.900106792 -1.40098083 -1.466648116 -1.341854743
#> [18,] -0.401717846 -0.735686472 -1.09985780 -1.135995717 -1.082819780
#> [19,] -0.496701951 -1.071464677 -0.50818983 0.646713172 1.273766591
#> [20,] -0.801442621 0.354205179 0.68783983 0.510231118 -0.220773886
#> [21,] -0.449209899 0.252916712 0.14553629 0.811335856 0.813961982
#> [22,] -0.864765358 -0.280582129 -0.30368004 -0.977704675 -0.746565722
#> [23,] -0.425463873 -1.328848383 -1.17954609 -1.349160987 0.179361422
#> [24,] 0.552080873 -0.617054090 -0.91086254 -0.127857659 -0.519120389
#> [25,] 0.033625968 -0.964626157 -0.44683689 -0.001224826 0.045982986
#> [26,] -0.381929491 -0.405458321 -0.05192144 -0.542931947 -0.870116273
#> [27,] -0.710416187 -1.167203091 -0.88053868 -1.432879360 -1.091243681
#> [28,] -0.837061660 -0.916063194 -0.57941565 -1.166950410 -1.711102414
#> [29,] -0.928088094 0.220310151 -0.56037508 -1.150066032 -0.244641607
#> [30,] -0.829146318 -1.052733248 -1.06671311 -0.673785875 -0.846248553
#> [31,] -0.362141136 -1.102683725 -1.08011202 -0.437404586 -0.890474035
#> [32,] -0.829146318 -0.553228481 -0.18943664 0.831034296 0.696027365
#> [33,] 0.417520058 0.012876921 0.04116578 0.545406905 0.239030723
#> [34,] 0.021752954 0.442312270 0.65963158 0.269628735 -0.799215105
#> [35,] 0.279001572 -0.940344676 -0.58999374 0.005810331 -0.085991467
#> [36,] -0.445252228 -1.254616425 -0.66404039 0.644602625 0.316249817
#> [37,] -0.726246871 -0.897331765 -0.18167937 0.818371013 -0.057209804
#> [38,] -0.678754819 -0.871662770 -1.16403156 -1.204940260 -1.067375961
#> [39,] -0.037612111 -0.975726263 -1.32058732 -0.948157014 -0.690406380
#> [40,] -0.401717846 -0.664923297 -0.46446704 -0.822931212 -0.494550677
#> [41,] -0.595643727 -0.453327528 -0.34528720 -0.310771752 -0.349238380
#> [42,] -0.342352781 -0.895944252 -0.58999374 -1.249965267 -1.228132076
#> [43,] -0.702500845 -0.593466365 -1.06671311 -1.446949675 -1.487167039
#> [44,] -0.682712490 -0.467896417 -0.61256034 -1.024840230 -1.303245195
#> [45,] -0.662924135 -0.173049853 -0.58153127 -1.016398041 -1.087733722
#> [46,] -0.856850015 -0.674635890 -1.14640140 -1.024136714 -1.196542446
#> [47,] -0.916215081 -0.873744040 -1.48913160 -0.705444083 -0.919255697
#> [48,] -0.500659622 -1.167896847 -1.32199774 -0.494389361 -1.197946430
#> [49,] -0.148426900 -0.956301078 -1.46233376 -0.349465118 -0.588617574
#> [50,] 0.259213217 -1.145696635 -1.05401940 -0.008259983 -0.900301920
#> [51,] -1.054733567 -0.880681606 -1.03215800 -0.922830447 -0.805533031
#> [52,] -0.374014149 -0.738461499 -0.94330203 -0.969262486 -1.021746496
#> [53,] -0.765823582 -0.778005626 -1.00747579 -1.446246159 -0.842738594
#> [54,] -0.397760175 -0.546290915 -1.09844738 -1.609461811 -1.047720191
#> [55,] 0.132567743 -0.912594411 -1.44117758 -1.313985200 -0.731121903
#> [56,] -0.282987715 -1.256003938 -1.28744264 -0.826448791 -0.331688586
#> [57,] -0.769781253 -1.224091133 -0.91297816 -0.805343319 -0.382231993
#> [58,] -0.290903057 -0.365220437 0.21746732 0.563698315 0.943830460
#> [59,] -0.801442621 0.577594811 0.59334220 0.709326073 0.845551612
#> [60,] -0.338395110 -0.263931970 1.18359976 1.094852699 0.860995431
#> [61,] 0.298789927 -0.072455143 0.51788514 0.394854537 0.659523793
#> [62,] -0.453167570 -0.243813028 -0.18450020 -0.727253071 -0.541584125
#> [63,] 2.190556682 0.411786978 0.21605690 -1.133181654 -1.211986265
#> [64,] -0.267157031 1.052124339 0.40434695 -1.209864870 -0.585809607
#> [65,] -0.195918953 0.027445810 0.17797577 0.468723689 1.990500188
#> [66,] -0.168215255 -0.365914194 -0.96657383 -0.260118619 -0.845546561
#> [67,] 0.619361281 -0.519928163 0.20618402 0.494050256 1.262534723
#> [68,] -0.480871267 -0.771761817 -1.05542981 -1.326648483 -1.228132076
#> [69,] 0.746006754 -0.089799058 -1.02510594 -0.042028739 -0.377318051
#> [70,] 3.999212346 0.051033536 0.35709814 -0.209465485 0.273428319
#> [71,] 1.292165357 0.998705080 2.16172071 1.863091889 1.671093933
#> [72,] 1.125943173 0.134978087 0.56936519 1.196158966 1.723041324
#> [73,] -0.556067017 -0.571266153 0.40082092 1.545806290 2.057189406
#> [74,] 0.017795283 0.440231000 1.04114811 1.713243036 1.568603135
#> [75,] 0.112779388 -1.362842458 -1.06036625 -0.578811250 -0.568961804
#> [76,] 0.496673479 -1.418342987 -0.80790244 -0.058913117 0.185679348
#> [77,] 1.173435226 -1.253228912 -0.57730003 -0.375495200 -0.335900537
#> [78,] 0.900355924 -0.983357586 -0.55755426 -0.232681505 -0.030534117
#> [79,] 0.599572926 -0.334695146 0.28093587 0.539075264 0.888373110
#> [80,] -0.077188821 -0.270869536 -0.28604988 0.219679117 0.371005175
#> [81,] 0.441266084 -0.126568159 -0.06461515 0.329427573 0.836425719
#> [82,] 0.239424861 -0.494952925 -0.29028112 -0.283334638 0.081784566
#> [83,] -0.556067017 -0.262544457 -0.16687004 0.007920879 0.240434706
#> [84,] -0.128638545 -0.024585936 -0.13443056 -0.110973282 0.152685735
#> [85,] 0.338366637 0.388893010 0.87754028 0.968923382 0.769736501
#> [86,] -0.294860728 0.943204550 0.65540034 0.764200301 0.893989044
#> [87,] 1.632525066 1.407327729 1.73930222 1.894046582 2.255151085
#> [88,] 0.282959243 0.304948459 0.76329689 1.014651905 1.282892484
#> [89,] 4.228757266 -0.062742550 1.30912646 2.059372781 3.077885439
#> [90,] 0.556038544 0.642114177 0.98261600 1.974950892 2.405377324
#> [91,] 3.354111967 2.234285621 0.99813054 -1.101523446 -1.495590940
#> [92,] 2.633815838 1.989389534 0.76682292 -0.602730785 -0.470682956
#> [93,] 1.929350394 3.088300022 1.83450505 0.018473615 -0.769731450
#> [94,] 3.088948007 2.642214514 2.04747731 -0.215093611 -0.241833640
#> [95,] -0.825188647 2.026852392 0.66950447 -1.211975417 0.180765406
#> [96,] 3.108736362 2.499994407 1.64480459 -0.137003364 -1.209880290
#> [97,] 0.504588821 3.433097062 3.48468747 1.742087182 0.177957439
#> [98,] 0.884525240 -0.364526680 0.10110830 0.176061141 0.185679348
#> [99,] -0.013866085 -0.804368378 -1.32411336 -1.162729315 -0.064229722
#> [100,] 2.843572403 -0.546984672 0.07642608 0.052242370 0.034751118
#> [101,] 1.391107133 0.877297671 -0.19225746 -0.829966370 0.902412945
#> [102,] -0.377971820 -0.640641815 -0.42638591 -0.541524915 -1.052634134
#> [103,] -0.370056478 -0.211206467 -0.46023581 -0.704037052 -0.891878018
#> [104,] -0.282987715 0.210597558 -0.10974834 -0.729363618 -0.712168125
#> [105,] -0.678754819 -0.054417471 -0.07448804 -0.398711220 -1.096859615
#> [106,] -0.275072373 -0.055111227 -0.81918574 -1.632677831 -0.684790446
#> [107,] -0.734162213 0.008020625 -0.86079291 -1.268256677 0.024923233
#> [108,] -0.362141136 -0.563634830 -1.13934934 -1.540517269 -1.066673969
#> [109,] -1.011199186 0.909904232 0.60956194 0.496864319 -0.312734808
#> [110,] -0.401717846 0.390280523 -0.14994509 0.337869761 0.149175776
#> [111,] -0.773738924 0.540131953 0.49602375 0.615054964 -0.203926084
#> [112,] -0.267157031 0.722589945 0.38460118 -0.051174444 -0.166018528
#> [113,] -0.176130597 0.552619572 0.07431047 0.031136898 -0.349238380
#> [114,] -0.912257410 0.111390362 0.05033346 0.227417790 -0.435583368
#> [115,] -0.552109346 0.461043699 0.90997977 0.839476485 0.828703809
#> [116,] 0.429393071 0.098902742 -0.72680374 -0.859514031 -0.427861458
#> [117,] -0.655008793 -0.890394199 -0.91720940 -1.036096482 -1.160038874
#> [118,] -1.137844659 -0.472752713 -0.19930953 0.012845489 -0.275529244
#> [119,] -0.488786609 2.641520758 2.71742316 1.372037902 0.664437735
#> [120,] -0.484828938 0.527644334 0.61520359 0.336462730 0.201123167
#> [121,] -0.441294557 0.677495764 1.68218052 1.887011424 1.155831974
#> [122,] 1.315911383 1.208913336 1.60319743 2.163493111 1.937148814
#> [123,] -0.417548531 -0.320820013 -0.47010869 -0.061023664 0.276938278
#> [124,] 0.362112664 0.277891951 0.47768839 0.596060039 0.458754147
#> [125,] -0.817273305 0.551232059 1.14551863 1.822991492 1.512443793
#> [126,] -0.132596216 2.606832927 3.01431496 2.196558351 1.704789538
#> [127,] -0.370056478 1.218625928 0.77810622 0.782491710 0.839935678
#> [128,] -0.844977002 -0.026667206 0.42479793 0.377970159 -0.002454446
#> [129,] -0.579813043 -0.409620861 0.05315428 0.159176763 0.104950295
#> [130,] -0.975580147 -0.207043927 0.05668031 0.109227145 0.131625982
#> [131,] -0.393802504 -0.284744669 -0.14289303 0.115558787 -0.450325195
#> [132,] 0.354197321 0.217535125 0.19701634 0.346311950 0.081784566
#> [133,] -0.686670161 0.060746128 0.02142000 0.406110788 0.322567743
#> [134,] -0.678754819 0.718427405 0.75271879 0.831034296 0.216566986
#> [135,] 0.128610072 0.348655126 0.55526107 0.700883884 0.259388484
#> [136,] -0.457125241 0.365305285 0.49884458 0.264704124 -0.330986594
#> [137,] 0.081118020 -0.002385724 0.48262483 0.610833869 0.170937521
#> [138,] 0.868694556 0.257773009 0.22240376 -0.128561175 -0.609677327
#> [139,] 0.001964599 0.136365600 0.35075128 0.179578720 -0.820274858
#> V14 V15 V16 V17 V18
#> [1,] -1.430783877 -1.253040667 -0.69557791 -0.44367556 -0.609090793
#> [2,] 2.920459547 1.956793377 2.31472736 2.11605272 1.571679313
#> [3,] 1.413464306 1.492112816 1.25979818 0.91372238 1.080588445
#> [4,] -0.447617018 -0.748732526 -0.75518792 -1.33661266 -0.875608740
#> [5,] 3.164426076 3.153168911 2.54309245 1.93353296 1.627729745
#> [6,] 0.489311795 1.089704169 0.18723787 -0.62285654 -1.277241634
#> [7,] -1.281727020 -1.470992361 -1.17413711 -0.54532274 -0.521859989
#> [8,] -1.096774839 -1.268136888 -1.26900937 -1.15706070 -1.191866805
#> [9,] 0.235002546 -0.042040668 -0.50667296 -0.13094354 0.665221339
#> [10,] -0.005313611 -0.195833422 0.58603720 -0.10163651 -1.139157127
#> [11,] -0.103873655 -0.037323099 0.17002653 0.49785928 -0.031511510
#> [12,] -0.874102147 0.082503157 -0.26109653 -0.74082662 -0.904561943
#> [13,] 0.901803831 0.213651579 0.76864532 0.79018767 0.798109117
#> [14,] 1.409813934 0.785420959 1.28246677 1.48242723 1.187492580
#> [15,] -0.964753052 -0.818080792 -0.62967107 0.06604425 0.491502120
#> [16,] -1.007949120 -0.541159483 -0.61791699 -0.63324384 -0.688155309
#> [17,] -1.252524044 -0.872804594 -1.31014867 -1.15631875 -0.913470621
#> [18,] -1.567672827 -1.549775766 -1.58175200 -1.36220994 -0.932772756
#> [19,] 1.333156122 1.411442384 1.37314115 0.31793635 -0.305082160
#> [20,] -1.051753584 -0.961494894 0.21452414 0.92707748 0.894990989
#> [21,] -0.197566536 -0.283108451 0.10621864 0.99867568 0.405756096
#> [22,] -1.327965066 -0.536441914 0.49998051 1.08882263 1.164107300
#> [23,] 0.521556748 0.684464979 0.28211013 -0.41585243 -0.178133501
#> [24,] -0.521232854 -1.041221812 -0.79506785 -0.67813183 0.758020067
#> [25,] -0.167146770 -0.042040668 -0.19602928 0.40771232 1.214218613
#> [26,] -0.657513408 -0.592109230 -0.68130509 -0.71819714 -1.240122143
#> [27,] -0.641086734 -0.696367508 -0.77785651 -0.86807109 -1.117256627
#> [28,] -0.694017128 -0.163753952 -0.79674700 -1.12478587 -1.107976755
#> [29,] 0.135834106 0.461795716 -0.53647797 -1.34662898 -1.187041271
#> [30,] -0.139160584 -0.537857185 -0.47476902 -0.29862429 -0.674049903
#> [31,] -0.684891198 -0.623716943 -0.27159125 0.95156184 0.435822883
#> [32,] -0.196958141 -0.463791350 0.60324854 1.11887162 1.120677496
#> [33,] -0.233461861 -0.039681884 -0.08352588 -0.03449001 0.268785173
#> [34,] 0.205799570 0.787307987 1.41260129 1.13296867 1.341167273
#> [35,] -1.105900769 -1.282761352 -0.99362794 -0.76234318 -0.391199380
#> [36,] -0.105698841 -1.486088582 -1.40963861 -0.79090826 -0.028541951
#> [37,] -0.537659528 -1.044052354 -1.17287774 -0.87623254 -0.184815009
#> [38,] -0.838206822 -0.471339460 -0.41809753 -0.28564016 -0.364844541
#> [39,] -0.582680782 -0.277919125 -0.67542805 -0.60096901 -0.633218462
#> [40,] -0.253538907 -0.330284143 -0.76946073 -0.65438942 -0.529655082
#> [41,] -0.257797674 -0.761941719 -0.80052510 -0.65216357 -0.453931320
#> [42,] -1.266517137 -1.252097153 -1.17371732 -0.94820171 -0.767219826
#> [43,] -1.048103212 -1.186522942 -1.33827452 -0.83394138 -0.627279344
#> [44,] -1.071222235 -0.999707204 -1.16909964 -0.80092459 -0.668853174
#> [45,] -1.108942746 -0.896864197 -0.71992566 -0.60764656 -0.715252538
#> [46,] -1.304237648 -1.349279077 -1.10235323 -0.59577536 -0.628392929
#> [47,] -1.193509697 -0.892618384 -1.13467696 -1.26278861 -0.962468349
#> [48,] -1.246440091 -1.134157924 -0.94115434 -1.01200943 -1.583106242
#> [49,] -1.175257837 -0.877050406 -0.71278925 -0.82577993 -1.312133956
#> [50,] -1.049320003 -0.987441524 -0.94913033 -1.06542985 -1.245318872
#> [51,] -0.885053263 -0.693536967 -0.92268364 -1.04576817 -1.073455628
#> [52,] -0.855241892 -0.771848614 -0.84460292 -0.99457360 -1.110946314
#> [53,] 0.247778848 0.701919985 1.10825443 1.27690701 1.183038241
#> [54,] 0.029973318 1.069890378 1.69721808 1.50060501 1.268413071
#> [55,] 0.158344734 0.606625089 0.96342731 1.12443624 1.188977359
#> [56,] 0.633501489 0.899586132 1.22453592 1.19640541 1.158168182
#> [57,] -0.012614355 0.377351228 0.34591803 0.40585745 0.608428517
#> [58,] 0.853740600 1.023186444 1.37817861 1.42492608 1.687120931
#> [59,] 1.341065262 1.715725594 1.90501352 2.11605272 1.721642058
#> [60,] 1.266232636 1.506265524 1.73919695 2.04890622 1.989644784
#> [61,] 0.540417003 1.195377717 1.65314026 2.01922821 1.989644784
#> [62,] 1.123868128 1.878481729 1.62753314 1.33923083 0.550150916
#> [63,] 0.926139644 1.613826100 1.16240718 1.02761174 0.368265409
#> [64,] 1.243113613 1.432199688 1.20648500 1.19046981 0.725726110
#> [65,] 2.384463258 2.182764939 1.35257150 -0.29083381 -0.976944951
#> [66,] -0.223119140 -0.177434903 -0.39962683 -1.33438680 -1.202260262
#> [67,] 1.696368136 0.544824933 -0.71320904 -0.79090826 -0.534109421
#> [68,] -1.180733395 -1.401172338 -1.13299781 -0.99049288 -0.366700516
#> [69,] 0.120624223 0.011267863 -0.25479970 -0.56238760 -0.617999471
#> [70,] 0.185722524 0.162230075 0.01092659 0.03339844 0.011175904
#> [71,] 1.459093956 1.529381613 2.00450346 2.03666404 1.742800168
#> [72,] 1.166455801 1.242553409 1.38153692 1.75954563 1.659652508
#> [73,] 1.638570580 1.464750915 1.49320073 1.74470663 1.989644784
#> [74,] 1.201742730 1.080740787 1.43107200 1.45942677 1.682666592
#> [75,] -0.117866748 -0.001469574 0.45758184 0.76570331 0.911694760
#> [76,] 0.456458447 0.567941022 0.61374326 0.85028563 0.918005074
#> [77,] -0.102048469 0.237239425 0.30855683 0.88701217 1.487418068
#> [78,] 0.224051430 0.448114765 0.08984688 0.50416585 0.846735651
#> [79,] 0.790467485 0.959499260 0.62171925 0.95490062 1.263958732
#> [80,] 0.469843144 0.402354345 0.46429846 0.69892779 1.256534833
#> [81,] 1.249197566 1.205756369 1.12504598 1.15782400 1.249482130
#> [82,] 0.348772473 0.313192288 0.18010146 0.38508284 0.617708390
#> [83,] 0.506346864 0.508027894 0.58981530 0.63066837 0.775095033
#> [84,] 0.647494582 0.839201247 0.66411791 0.85956001 0.803305846
#> [85,] 1.022266107 0.966103857 0.37488345 0.19996626 0.453640239
#> [86,] 1.055119455 0.886848696 1.10951380 1.53213789 1.423943739
#> [87,] 2.347351143 2.479971794 2.42974948 1.63118825 1.511174543
#> [88,] 1.796753366 2.173801557 1.82273492 1.40637733 1.609912389
#> [89,] 2.437393652 1.632696377 1.68294526 1.88679010 1.590610254
#> [90,] 2.947837337 2.394583793 2.13505776 2.11605272 1.585413525
#> [91,] -0.731129244 0.278754033 -0.13767864 -0.46556309 -0.821043088
#> [92,] 0.054917527 0.428300975 0.58016016 -0.69000303 -1.022973120
#> [93,] 0.821495647 0.565582237 0.27245499 -0.34499618 -0.237524687
#> [94,] -0.187223816 1.570896221 1.13428134 -0.97268607 -1.411614192
#> [95,] 0.584221467 0.213651579 -0.04280637 -1.13109244 -1.216365669
#> [96,] -0.056418819 0.658990106 0.30603809 -1.06876862 -1.407159854
#> [97,] -0.636219572 -0.259048849 -0.08100715 -0.66366380 -0.791718690
#> [98,] 0.221617848 -0.137807322 -0.69054045 -0.51416083 -1.233811830
#> [99,] 0.062218271 0.096184108 -0.01593989 -0.12389501 -0.813247995
#> [100,] -0.012005960 0.239126452 -0.33623872 -0.12612086 -0.945393383
#> [101,] 1.634920208 -0.433127150 0.16834738 0.61508741 0.420232697
#> [102,] -0.255364093 0.025420570 0.02519941 -0.98270240 -0.881176664
#> [103,] -0.984830098 -0.345380364 -0.04322616 0.18104653 0.267300393
#> [104,] 0.062218271 0.501895054 0.69896038 0.93635186 0.565741103
#> [105,] -0.672723292 -0.173189090 0.59317361 0.94748111 1.218672952
#> [106,] 0.071952596 0.789666771 1.16576549 1.24611608 1.427284493
#> [107,] 0.463150796 0.838257733 1.11748979 1.02946661 1.073535742
#> [108,] -0.232853466 0.454719362 0.92018906 1.16450155 1.295510299
#> [109,] -1.060879514 -0.572767197 -0.64184495 -0.87845839 -1.101295246
#> [110,] -0.570512876 -1.136988466 -0.97389787 -0.92594321 -0.913099426
#> [111,] -0.675156873 -1.005840044 -0.77659714 -0.57871050 -0.507012192
#> [112,] -0.724436895 -0.897807710 -0.38241549 -0.24520387 -0.279469712
#> [113,] -0.536442737 -0.965268949 -1.14894978 -0.92816906 -0.911243451
#> [114,] -1.392454971 -1.001122475 -0.47099092 -0.02781246 0.237233606
#> [115,] 0.189372896 -1.052543978 -1.17161838 -0.31531817 0.297367181
#> [116,] -0.894787588 -1.198788622 -1.14769042 -1.25870788 -1.466551039
#> [117,] -1.200810441 -1.280874325 -1.26942916 -1.10660809 -0.698548767
#> [118,] -1.011599492 -1.520998594 -0.83074990 -0.22665512 0.002267226
#> [119,] -0.080754632 -0.793077676 -1.47260692 -0.93150783 -0.091273891
#> [120,] -0.249280140 -0.770905101 -1.10067407 -0.55385517 -0.044874527
#> [121,] 0.269681080 -0.210929644 -0.01719926 0.04601159 -0.277613737
#> [122,] 0.819062066 -0.124598128 -0.18385540 -0.11907234 -0.283924050
#> [123,] 0.182680547 -0.262822904 -0.78667207 -1.16262533 -1.022973120
#> [124,] 0.580571095 0.016928946 -0.70439348 -0.81984432 -0.887858172
#> [125,] 0.687648674 0.122130738 -0.20274590 -0.45554676 -0.629135318
#> [126,] 0.205191174 -0.619942888 -0.45084106 -0.50414450 -0.451332956
#> [127,] 0.191198082 0.007022051 -0.38955190 -0.73155225 -1.209684160
#> [128,] -0.273615953 -0.682214801 -1.04022449 -1.05318767 -0.820671893
#> [129,] -0.024782262 -0.059967431 -0.85551743 -0.95191146 -0.896024460
#> [130,] -0.218860373 -0.677497232 -1.05995456 -0.84136088 -0.752372029
#> [131,] -0.772500126 -0.602016125 -0.90001504 -1.10475321 -0.883403833
#> [132,] -0.427539972 -1.014803425 -0.75686707 -0.82874773 -0.897509240
#> [133,] -0.048509680 -0.503418930 -0.66451354 -0.79869874 -0.631362488
#> [134,] -0.651429455 -0.911016904 -0.75896602 -0.57054905 -0.023716417
#> [135,] -0.627702037 -0.724672923 -0.47686796 -0.52899983 -0.249031729
#> [136,] -1.218453906 -0.714766028 -0.72622249 -0.58019440 -0.659944496
#> [137,] -0.970228610 -0.981780441 -1.00580181 -0.88847472 -0.820671893
#> [138,] -1.225146254 -1.242190258 -1.01881526 -0.95450829 -0.854079435
#> [139,] -1.657106941 -1.246907827 -1.04358280 -0.82577993 -0.740493792
#> V19 V2 V20 V21 V22
#> [1,] -0.01138185 -0.040731942 -0.3342353921 -0.13307523 -0.41188448
#> [2,] 1.08501843 0.438435363 0.7615182098 -0.34598541 -0.80246948
#> [3,] 1.42182843 0.624427935 1.0520506942 0.68388835 0.22669709
#> [4,] -0.39024657 -0.671215238 -0.6331102574 -1.26735329 -0.94122490
#> [5,] 0.79100750 0.217766209 -0.2163539222 -1.51605923 -0.82815073
#> [6,] 0.58333901 0.517245775 1.3360543586 0.63094046 -0.30417654
#> [7,] -0.69616681 -0.664910406 -0.5025338599 -0.02680658 0.57741866
#> [8,] -1.44608078 -1.011676218 -1.6737316026 -1.60070128 -0.93164234
#> [9,] 0.80477763 -0.939170639 1.0716371538 1.31777155 1.41876712
#> [10,] -0.77581028 -1.014828635 -0.6570492636 -0.96868244 -0.65451481
#> [11,] -0.28306284 0.728457679 0.2591617919 -0.82326218 -1.59322204
#> [12,] -0.97343029 -0.844598145 -0.5768898640 -1.11186547 0.01741406
#> [13,] 0.76235073 0.703238347 -0.0915809202 -0.27625826 0.08295874
#> [14,] 1.15610209 -0.740568401 1.3219085822 1.43932797 1.17996981
#> [15,] 0.60864628 0.394301532 0.8162877543 0.81252935 0.63913032
#> [16,] -1.04600261 0.315491120 -1.8362266750 -1.75208750 -1.90369687
#> [17,] -0.66341623 0.819877757 -0.8924494912 -1.50226294 -1.47324843
#> [18,] -0.62247800 -1.128315628 -0.6911442118 -0.86315953 -0.52955827
#> [19,] -0.91723326 -0.264553513 -0.8608935285 -0.47537216 0.18491714
#> [20,] 1.06343282 -0.343363925 1.3356916464 1.38600721 0.78478518
#> [21,] -1.07279854 -0.239334181 -1.1198700501 0.49707924 0.42831408
#> [22,] 0.41437576 -0.727958735 -0.8043104229 -0.89746380 -1.35059171
#> [23,] 0.49104191 -0.538813746 1.5529562633 0.92886556 -0.35783886
#> [24,] 1.20448364 0.293424204 0.9189353112 0.69992186 1.08721066
#> [25,] 1.47207080 0.337558035 1.0817930958 0.57128086 -1.22218545
#> [26,] -0.48254368 -0.794159481 0.0506022682 -0.61258923 -0.48662842
#> [27,] -1.44794161 -1.140925294 -1.7052875653 -1.78452740 -1.14552500
#> [28,] -1.28307219 -0.538813746 -1.3157346463 -1.42806132 -0.64608216
#> [29,] -1.01809018 -0.478917833 -1.1329276898 -1.35982566 -0.85958151
#> [30,] -0.97864061 -0.627081408 -0.9842156816 -0.68604511 -0.56022245
#> [31,] -0.97082513 -0.204657599 -1.4452229071 -1.03542661 -0.21371721
#> [32,] 0.43261189 -0.362278423 -0.4800457026 -0.67485893 -0.69744466
#> [33,] 0.72699499 0.848249505 0.8986234272 1.00493155 0.82541522
#> [34,] 1.37121389 -0.141609270 1.4285459735 1.43932797 0.98180254
#> [35,] -1.23431848 -0.324449426 -0.8931749156 -0.02270498 0.32290596
#> [36,] -0.47993852 -1.090486630 -0.0331842535 0.12830837 0.41758162
#> [37,] -0.68090802 0.624427935 0.1826295145 0.49521488 0.58661791
#> [38,] -0.70249363 -0.995914136 -0.9522970067 -0.76658556 -0.71316005
#> [39,] -0.67495336 -0.018665027 -0.2932489118 -0.27513964 0.04271201
#> [40,] -0.29087832 -0.844598145 -0.3476557441 -0.30273221 -0.03394845
#> [41,] -0.40290021 -0.888731976 -0.4227371726 -0.22927633 -0.05924640
#> [42,] -0.67532553 -0.819378813 -0.6559611269 -0.26171624 -0.01171692
#> [43,] -0.71291427 -0.731111152 -0.4176592016 -0.06744968 0.36621911
#> [44,] -0.54655618 -1.191363958 -0.1046385599 0.19878126 0.70275850
#> [45,] -0.46393539 -1.068419715 -0.0005401542 0.24501745 0.99713463
#> [46,] -0.53576338 -0.532508913 -0.2794658476 0.05037802 0.77290281
#> [47,] -1.59345842 -0.885579559 -1.5213924722 -1.15922027 -1.73926020
#> [48,] -1.41146937 -0.668062822 -1.3175482073 -1.55260073 -1.99300630
#> [49,] -1.50004482 0.176784795 -1.6516061575 -1.46012836 -2.09151498
#> [50,] -1.21012770 0.060145385 -1.6621248117 -1.51792359 -2.27166704
#> [51,] -1.35973833 -0.964389971 -1.5014433004 -1.44782356 -1.59858827
#> [52,] -1.38132394 -0.623928991 -1.5569382693 -1.38368950 -1.27623107
#> [53,] 1.13265565 -0.917103724 0.8743217088 0.80432616 0.91587455
#> [54,] 1.30534055 -0.882427143 1.1064575264 1.22045183 1.24858091
#> [55,] 1.07162047 -0.283468011 0.9221997212 1.43932797 1.40611814
#> [56,] 0.96741406 -0.103780272 1.0549523919 1.43932797 1.04543072
#> [57,] 0.72625066 -0.939170639 0.7977894314 1.25028163 1.47741236
#> [58,] 1.82041794 -0.047036775 1.3418577541 1.10970871 1.22788259
#> [59,] 1.26589098 -0.598709659 0.8311589552 0.74653092 1.02703221
#> [60,] 1.59972365 -0.138456853 0.9914777542 0.73310751 0.88712688
#> [61,] 1.76198792 -0.207810016 1.0487862842 0.85876554 1.11749154
#> [62,] -0.33814337 -0.043884359 -1.0560327002 -0.36984925 0.54560457
#> [63,] -0.49259215 0.220918625 -1.0872259507 -0.31429125 0.59466726
#> [64,] -0.22314415 -0.292925261 -0.9990868824 -0.79082227 0.24854532
#> [65,] -0.90532396 1.336874059 -0.5148660752 -0.32063009 -1.01826865
#> [66,] -0.78846392 -0.605014492 -0.6541475658 -0.94780158 -1.43453490
#> [67,] -0.81637635 0.167327545 -0.5380796570 -0.62638551 -1.44335086
#> [68,] -0.68723483 -0.750025650 -0.9878428038 -1.50300869 -1.54914228
#> [69,] -0.80409488 -0.330754259 -1.4470364681 -1.07234099 -0.88602937
#> [70,] 0.05449149 6.163223691 -0.7194357646 -1.45304378 -1.59935488
#> [71,] 1.04519670 2.147045095 0.6037383963 0.28640630 -0.87989653
#> [72,] 1.34516229 2.604145484 0.7136401975 0.44226699 -0.35400583
#> [73,] 1.70504656 -0.412717087 1.2018508390 0.57612820 0.32673898
#> [74,] 1.81111380 0.438435363 1.5206748761 0.78307243 0.13508785
#> [75,] 1.20001765 0.123193715 1.0923117501 0.72080272 0.52183983
#> [76,] 0.92796449 0.539312690 1.0712744416 0.84869798 0.70084199
#> [77,] 1.58260403 0.283966955 1.3233594311 1.12014914 1.15620507
#> [78,] 1.27966112 1.579610128 1.2751187065 1.13021670 1.47741236
#> [79,] 1.52045235 0.277662122 1.2515424125 1.43932797 1.46667990
#> [80,] 1.57218339 0.678019015 1.3349662220 1.16899543 1.26659612
#> [81,] 1.24579403 0.164175129 0.8054063879 0.99337250 0.85799591
#> [82,] 0.70205988 0.296576621 0.6225994315 0.83490170 0.95650459
#> [83,] 0.81891993 -1.081029381 0.8609013568 1.04445603 1.35015601
#> [84,] 0.52528115 -0.696434570 0.3879246283 0.62311014 0.85224638
#> [85,] 0.91940468 -0.188895517 0.4637314812 0.29013502 0.95343817
#> [86,] 1.20411147 1.478732801 0.9918404665 0.69321016 0.91664116
#> [87,] 1.43113257 1.466123135 1.5246647105 1.05899805 0.77136960
#> [88,] 1.75640543 0.637037601 1.1837152283 1.02543953 1.23478203
#> [89,] 1.50258839 2.654584148 0.7665961809 0.67866813 0.70429171
#> [90,] 1.35632726 0.195699294 0.7861826405 0.37887867 0.55020420
#> [91,] -0.39024657 2.455981910 0.9708031580 1.35617741 -0.56175566
#> [92,] -1.19114725 1.377855474 0.9439624541 1.43932797 -0.79327022
#> [93,] 0.08054309 1.018479995 1.1938711703 1.41658275 -0.94160820
#> [94,] -0.28938966 2.162807177 1.0879592035 0.69060005 -0.93279225
#> [95,] -0.90457963 0.715848013 1.2584339446 1.35692316 -1.11524412
#> [96,] -0.68909566 2.818509805 1.1927830337 1.18279171 -0.49429446
#> [97,] -0.67606986 1.633201209 -0.3073946882 0.14434188 0.88482707
#> [98,] -1.47287672 0.564532022 -0.8394935078 -0.21548005 0.08947488
#> [99,] -1.02478916 0.958584082 -0.9697071930 -1.12901760 -0.55485622
#> [100,] -0.70361013 1.406227222 -0.8608935285 -1.10217078 -1.24901661
#> [101,] 1.14158762 0.835639839 1.1303965326 -0.33256201 0.08717507
#> [102,] -0.70323796 0.476264360 -0.1314792638 0.75286976 1.47741236
#> [103,] 0.40321079 -0.333906675 0.7956131581 1.16489383 1.47741236
#> [104,] 0.63060406 -0.217267265 0.9853116466 1.40987105 1.47741236
#> [105,] 1.15796292 -0.576642744 0.5700061603 0.45196167 0.67937706
#> [106,] 1.74784562 0.031773637 1.5529562633 1.43932797 1.47434595
#> [107,] 1.20894962 -0.992761719 1.0426201766 1.29577207 1.41531740
#> [108,] 1.45048519 -0.806769147 1.4089595139 1.12686084 1.14777242
#> [109,] -1.44421995 -1.024285884 -1.7469994701 -1.70883429 -1.09416250
#> [110,] -1.14723169 -0.649148323 -1.5279212921 -2.09513017 -1.53419349
#> [111,] -1.02888299 0.217766209 -1.6171484970 -2.07462219 -1.87993213
#> [112,] -0.79218557 -0.516746831 -1.2693074827 -1.68385184 -1.84083530
#> [113,] -1.28865467 0.154717879 -1.8057588489 -2.05635144 -1.44296755
#> [114,] 0.27853527 -1.125163212 0.1576023716 0.22861106 0.66212846
#> [115,] 0.50667287 -0.586099994 0.5649281892 0.65405855 0.81199964
#> [116,] -1.13048423 -0.337059092 -0.9950970481 -1.23193040 -1.07039776
#> [117,] -0.53911287 -0.274010762 -0.1630352265 -0.12300768 0.01358103
#> [118,] 0.11515451 -0.623928991 0.1964125787 0.47731700 0.80931652
#> [119,] 0.68531242 -0.781549815 0.8627149179 0.89866289 0.98563556
#> [120,] 0.57031321 0.189394461 0.7125520608 0.30579566 -0.67176341
#> [121,] -0.37982593 -0.664910406 -0.2584285391 0.42175900 1.24168147
#> [122,] 0.06379563 1.024784828 0.5366366365 0.58246704 0.92622371
#> [123,] -0.63959762 0.031773637 -0.6501577315 -0.69275681 -0.27887859
#> [124,] -0.64257495 0.113736465 -0.4136693672 0.12457964 0.21558132
#> [125,] -0.28194634 0.063297801 0.5605756427 0.74839529 0.75028798
#> [126,] 0.31277452 -0.002902945 0.6556062430 1.05116773 0.76715328
#> [127,] -0.61726767 -0.608166909 -0.4680761995 -0.46605035 -0.94620783
#> [128,] -0.68835133 -0.346516341 -0.7397476486 -1.03840959 -1.16737323
#> [129,] -0.99799323 -0.548270996 -0.9319851226 -0.75987386 -0.89599523
#> [130,] -0.86736305 -0.368583256 -0.8605308163 -0.86129517 -0.82125129
#> [131,] -1.02367267 -0.828836062 -0.9472190357 -0.83295686 -0.96383973
#> [132,] -0.69505031 -0.869817477 -0.5036219966 -0.39856043 -0.07726160
#> [133,] -0.07837168 -0.765787733 0.1481718540 0.51870584 0.60271661
#> [134,] 0.51299969 0.009706721 0.5206772990 0.69731176 0.68167687
#> [135,] 0.18251651 -0.396955005 0.4416060361 0.68202399 0.50075821
#> [136,] -1.14425437 -0.119542354 -1.4430466338 -0.74943343 0.28112601
#> [137,] -1.11224811 -0.891884392 -1.2054701329 -1.06935801 -0.07534509
#> [138,] -1.17105030 0.167327545 -1.5681823480 -1.10962823 -0.09872653
#> [139,] -0.84875477 -0.097475439 -0.5170423485 -0.16961674 0.32367256
#> V23 V24 V25 V26 V27
#> [1,] -0.79083790 -0.41261735 0.05981909 -0.09146663 0.203489695
#> [2,] -0.93626817 -1.07977819 -1.28638047 -1.38575962 -1.277389737
#> [3,] -0.80455774 -1.18825300 -0.47694930 -1.70258965 -0.582346143
#> [4,] -0.30946763 -0.69970857 -1.32916635 -0.52665504 -0.510485048
#> [5,] -0.17854118 -1.50470582 -1.75585832 -0.34629944 -0.459100502
#> [6,] 0.18170253 1.06524995 0.41066335 0.63518930 0.886556441
#> [7,] 1.12013936 1.28750097 1.03066974 0.36344816 0.661314409
#> [8,] -0.76967015 -0.34859274 0.03764822 0.33567018 0.415982178
#> [9,] 1.22872207 0.60117352 0.10727253 -0.60636577 -1.347319082
#> [10,] 0.02686437 -0.79961957 -0.21323265 0.82440165 0.682950007
#> [11,] -1.09973022 1.06157975 1.09445960 -0.81409677 -1.470564722
#> [12,] -0.19265302 -1.29142641 -1.55437570 -0.41997148 0.605680013
#> [13,] 0.58937768 0.48698951 -0.30230509 -0.71667254 -0.925811265
#> [14,] 0.58545772 -0.44524135 -0.77606154 -0.28993831 -0.436305854
#> [15,] 0.89395805 0.32917090 -0.94720508 -1.62891761 -1.230641391
#> [16,] -1.83354549 -1.94880005 -1.58743752 -1.63938468 -2.140881919
#> [17,] -1.16989739 -0.93908718 -0.75778029 -1.62489182 -2.203470614
#> [18,] -0.01272716 0.39197211 0.82374163 0.86385444 0.511410621
#> [19,] 0.40905982 1.08115415 1.33911708 0.44597695 -0.380285109
#> [20,] -0.21813271 -0.06843413 0.18895467 0.09371992 -0.964446262
#> [21,] -1.15735354 -1.52428022 -0.19611830 -0.30000280 -0.622140189
#> [22,] -1.00721932 0.32590850 0.82296371 0.63639704 0.461571475
#> [23,] -1.25025643 -0.24868174 0.45694990 -0.24162877 -0.850859371
#> [24,] 1.30084921 0.79650973 0.02675727 -1.36925386 -1.747577650
#> [25,] -0.86139706 -0.21157194 -1.31438577 -1.27223221 -0.161997376
#> [26,] 1.43255964 0.86175774 -0.71538337 -0.52383698 -0.146929727
#> [27,] -0.66657538 -0.26744054 0.08510166 0.59452878 0.779151149
#> [28,] 0.11310334 0.15137009 0.43011148 0.62955319 0.182240447
#> [29,] 0.01510451 0.60158132 0.18234231 0.09331734 0.162150248
#> [30,] -0.71557479 -0.62630456 -0.13232843 -0.02866424 0.021132509
#> [31,] 0.09663954 0.18358629 0.59969918 0.90934592 0.837489995
#> [32,] -0.31417157 0.32550070 0.79029085 0.94477291 1.098276224
#> [33,] 0.49529880 0.42541171 0.70394115 0.91095624 0.415209478
#> [34,] 0.04920811 -0.24011794 0.64598573 0.44798985 -0.180155825
#> [35,] 0.80183915 0.81200613 0.44839273 -0.17198253 -0.325037063
#> [36,] 0.74343184 0.89886754 1.33911708 0.78092307 -0.005525638
#> [37,] 0.59643359 0.68966613 1.33911708 1.14284201 0.371551932
#> [38,] -0.65951946 -0.24705054 0.15200323 0.70201749 0.887715491
#> [39,] 0.18836645 0.39360331 0.75722903 0.92424136 1.294542008
#> [40,] 0.13740706 0.37280550 0.92292710 1.11224597 1.322359206
#> [41,] -0.19265302 0.22518189 1.14463578 1.29461447 1.322359206
#> [42,] 0.26519753 0.42745071 0.55068989 0.99147213 0.861443693
#> [43,] 0.73676792 0.75980773 0.97543705 1.27207002 1.322359206
#> [44,] 1.14757903 1.00530335 1.02483530 1.35178075 1.253202562
#> [45,] 1.43255964 0.97308714 0.72455617 1.01925011 1.054618677
#> [46,] 1.13346720 0.87603074 0.58141794 0.85097189 1.322359206
#> [47,] -2.22593282 -2.09438466 -2.39686869 -2.00855005 -1.227936941
#> [48,] -1.71712288 -2.16941987 -2.31090795 -1.81209127 -0.747703929
#> [49,] -1.67988332 -1.70371224 -2.19888672 -1.75693788 -0.272493467
#> [50,] -1.54660491 -1.63724083 -2.45715789 -1.89985359 -0.704819083
#> [51,] -1.16715342 -0.29924894 0.75761799 1.35178075 0.726221204
#> [52,] -0.80573372 -0.04845192 0.97388120 1.35178075 0.583271715
#> [53,] 0.98960491 0.95106594 0.94237523 1.21772179 1.322359206
#> [54,] 1.20089040 1.40209277 1.23215236 1.07359834 1.071618076
#> [55,] 1.28360142 1.23938056 0.99605207 0.98382312 0.523001120
#> [56,] 0.67091271 0.89642074 0.97582601 1.12231045 0.876511342
#> [57,] 1.29340130 1.17046236 0.81712927 0.50435097 -0.029479337
#> [58,] 0.44629938 -0.57736856 -0.95342848 -1.28793280 0.155968649
#> [59,] 0.37495623 -0.18547273 0.23407433 0.73100321 -0.099795031
#> [60,] -0.05231869 -0.30455034 0.46200642 0.62874803 -0.377194309
#> [61,] -0.19539698 -1.03124999 -0.23773730 0.06070840 -0.072750533
#> [62,] 0.88219819 1.40209277 0.73894779 0.06231872 0.152105149
#> [63,] 0.90062197 1.11826395 1.09484857 -0.15909998 -0.213768272
#> [64,] 0.76499159 1.40209277 0.65454290 0.19033899 0.443799376
#> [65,] -1.92684038 -0.45217395 -0.08526396 0.43067893 0.100720603
#> [66,] -0.83787734 -0.36164235 -0.18017083 -0.12850394 -0.010934538
#> [67,] 0.02725637 0.98042755 0.91825955 0.35700689 0.100720603
#> [68,] -1.67008344 -1.74530784 -2.25995385 -1.88133494 -0.962514512
#> [69,] -1.10639414 -0.46970935 -0.51701244 -0.87247080 -0.478031651
#> [70,] -0.78730994 -0.01215772 -0.57846854 -1.54840172 -0.932765565
#> [71,] -2.22436484 -2.47119189 -1.49369753 -1.53109080 -1.678034656
#> [72,] -1.27338416 -1.38236581 -1.66756381 -2.01378358 -1.866573441
#> [73,] 0.11702330 -0.24378814 -1.10706871 -2.30323822 -2.355306152
#> [74,] -0.14326160 -0.69318377 -1.32527673 -2.05283379 -2.159040367
#> [75,] 0.46276318 0.30021710 -0.14788694 -0.68285587 -0.790588776
#> [76,] 0.79948718 1.12356535 0.77706612 -0.19331924 -0.942037964
#> [77,] 1.16247486 0.83280394 0.29942005 -0.35394845 -0.933151915
#> [78,] 1.24910583 1.03548055 0.69227228 0.16537907 -0.016729788
#> [79,] 1.07701987 0.55305312 0.05748531 -0.53068083 -1.161098397
#> [80,] 0.77714344 0.49392211 0.17495202 -0.19653987 -0.296447165
#> [81,] 0.59055366 0.78182893 0.34103905 -0.08422020 -0.410806756
#> [82,] 1.04605224 1.17046236 1.15863843 1.35178075 1.147342670
#> [83,] 1.43255964 1.35845817 1.09640442 0.94557807 1.007097631
#> [84,] 1.02841245 1.34336957 1.33911708 1.10822017 0.903942189
#> [85,] 1.08250781 1.13539156 0.51607222 0.78213081 1.036846579
#> [86,] 1.29222531 1.40209277 1.08901413 1.11385629 0.963053735
#> [87,] 0.79478323 0.39931251 -0.25835232 -0.46465780 -0.360967610
#> [88,] 1.08838774 0.56039352 0.06254183 -0.13051684 -0.661547886
#> [89,] 0.53724230 0.02168968 -0.66015068 -0.43084112 -0.726454681
#> [90,] 0.01040057 -1.36686941 -1.74302256 -1.75653530 -1.262708439
#> [91,] -2.24827656 -1.80199204 -2.02618733 -1.52505211 -1.916412587
#> [92,] -2.11107819 -1.88966905 -1.60960839 -1.14823773 -1.423430026
#> [93,] -2.09069443 -2.57477309 -1.64889361 -1.07134505 -1.668375906
#> [94,] -1.81982565 -2.01894166 -1.73913293 -1.52787017 -1.686920705
#> [95,] -1.72535478 -1.91169025 -2.20627701 -1.28793280 -1.400249028
#> [96,] -1.95976799 -2.02179626 -1.48591828 -0.41594568 -1.129417699
#> [97,] 1.33024886 1.40209277 0.04192681 -0.53108341 -0.986468211
#> [98,] 0.08135172 0.33528790 -0.00902729 -0.49082546 0.115788252
#> [99,] -0.31809152 -0.82775778 -0.81417987 -0.79396780 -0.755817279
#> [100,] -1.07229055 -1.62949263 -0.95342848 -0.82577158 -0.716795932
#> [101,] 0.79556722 0.05594488 0.46628501 0.84855642 0.665564258
#> [102,] 0.92335770 0.13342689 -0.10043350 -0.36401293 -0.336241212
#> [103,] 1.07192393 0.35608570 -0.38904375 -1.39703184 -2.040817277
#> [104,] 0.64190505 -0.46318455 -1.01332872 -0.58905485 -0.358263160
#> [105,] 0.67091271 -0.67850297 -1.79825525 -1.49687155 -0.124521429
#> [106,] 1.06682800 0.09835609 -0.56563277 -0.77544915 -0.617117640
#> [107,] 0.92492568 -0.06476393 -0.57963542 -0.50209769 0.137810200
#> [108,] 0.59016167 -0.58226216 -1.21286653 -1.34952746 -1.547834716
#> [109,] -0.42236228 0.07266468 0.52462940 0.92424136 1.088617475
#> [110,] -0.78887792 -0.25235194 0.14344605 0.37592813 0.853716693
#> [111,] -1.21772082 -0.89912278 -0.32019737 0.47617041 1.033369429
#> [112,] -1.68537125 -1.12993760 -0.30580575 0.36344816 0.706517355
#> [113,] -0.59640821 -0.07740573 0.37876842 0.93269553 1.299564558
#> [114,] 1.03037243 1.33195117 1.33911708 0.73180837 -0.201791423
#> [115,] 0.92178972 0.51961351 0.22668404 -0.38011611 -1.417634776
#> [116,] -1.06758661 -1.37013181 -1.20781002 -1.24002585 -1.037466406
#> [117,] -0.18442111 -0.78412317 -0.44077578 0.29178902 0.970394384
#> [118,] 0.88729413 0.74961273 0.93031739 1.32963888 1.322359206
#> [119,] 0.88415817 1.07626055 0.84474562 0.58043849 0.817786146
#> [120,] -1.53406105 -1.49899662 -0.61580895 0.61586549 1.322359206
#> [121,] 1.43255964 1.33317457 1.31266762 1.01401658 0.641224210
#> [122,] 0.91826176 1.09053355 1.33911708 1.21570889 1.253588912
#> [123,] 0.04019221 0.26963210 0.50401438 0.54018055 0.876897692
#> [124,] 0.25931760 0.43112091 0.46200642 0.05024134 0.307417837
#> [125,] 0.12525520 0.16156509 0.46317331 0.82359649 1.322359206
#> [126,] 0.29930113 0.33284110 0.25041076 0.64887700 0.903942189
#> [127,] -0.77084614 -0.69236817 -0.13621806 0.24710270 0.018041710
#> [128,] -0.95312397 -0.52272336 -0.05764762 0.42866604 0.840967144
#> [129,] -0.56818455 -0.11002973 0.37410087 0.54058313 0.870329742
#> [130,] -0.48272956 0.12160069 0.36282095 0.48341684 0.944122586
#> [131,] -0.60228814 -0.01256552 0.48806691 0.70564071 1.005552231
#> [132,] 0.28714927 0.44009251 0.90270104 1.23543528 1.275997210
#> [133,] 0.42591562 0.86094214 1.06995496 1.28575772 1.322359206
#> [134,] 0.95942127 1.40209277 1.28660713 1.14002395 1.119139122
#> [135,] 0.72814403 1.10072855 0.87625159 0.87432150 1.052300578
#> [136,] 0.69560841 0.77122613 0.91864851 1.06997512 1.317336657
#> [137,] 0.76695156 1.01264375 1.29555327 1.31635376 1.109094023
#> [138,] 0.50392269 0.77938213 1.11507462 1.34614464 1.206067865
#> [139,] 0.35300449 0.43234431 1.04428343 1.35178075 1.314245857
#> V28 V29 V3 V30 V31
#> [1,] 5.795544e-01 0.23987732 -0.02695626 -0.82219670 -1.72184459
#> [2,] -1.532549e+00 -0.70769063 1.02797724 -1.61937715 -0.57159227
#> [3,] 7.596377e-01 -0.06224000 1.67873139 1.20758425 1.61856973
#> [4,] -1.630740e+00 -1.64125315 0.46873538 -0.95208176 0.57448742
#> [5,] -1.141772e+00 -1.11264788 -0.41079954 -0.29481105 0.25922278
#> [6,] -2.111425e-01 -1.29031688 1.02543523 -2.02254386 -1.71674472
#> [7,] 9.083158e-01 0.44715781 -0.23285894 0.50236940 0.37466528
#> [8,] 7.683835e-01 1.41193245 -0.72855059 1.51573438 1.15030902
#> [9,] -2.301779e+00 -0.86935341 -0.97512541 -1.48164668 -1.44459715
#> [10,] 4.161676e-01 -0.44438839 -0.47180774 -0.48963864 0.16649789
#> [11,] -3.629293e-03 0.73486953 0.53736961 -0.67269812 0.07933649
#> [12,] 1.267622e-01 0.31750747 -0.62941226 1.27121921 0.42149135
#> [13,] -1.655784e+00 -2.19106665 -0.15405668 -2.23611325 -1.48585973
#> [14,] -1.053917e+00 -2.12464086 0.51449153 -1.46377659 -1.39823471
#> [15,] -1.126665e+00 -0.68168053 0.96696903 0.23431802 1.12573692
#> [16,] -5.033307e-01 0.37312906 -0.35487535 0.23867657 -0.12280378
#> [17,] -1.494783e+00 -0.23430681 -0.12355258 1.13348875 1.42570195
#> [18,] 6.896716e-01 1.37631862 -0.76413871 1.68920503 1.95423385
#> [19,] -1.789422e-01 0.97776385 -0.38283744 0.36986920 -0.11631304
#> [20,] -1.912592e+00 -1.65165719 -0.63195427 -0.79604534 -0.57020140
#> [21,] 7.926331e-01 0.85931786 -0.61416021 -0.72325741 -1.27630147
#> [22,] 4.928918e-01 -0.21589966 -0.37521142 -0.91895671 -0.68935289
#> [23,] -4.512536e-01 -0.58884448 -0.96749938 0.21426864 -0.54238393
#> [24,] -3.789022e-01 -0.18628817 -0.99037746 -0.37762367 1.16421775
#> [25,] 5.672308e-01 0.03899932 0.64413396 -0.32444925 0.37512890
#> [26,] 2.070642e-01 -0.23470697 0.23995462 -0.87842211 -1.17754946
#> [27,] 1.035924e+00 0.87852532 -0.61670222 0.65143212 0.58932341
#> [28,] 3.728363e-01 0.50998221 -0.59128213 0.28051874 -0.08107758
#> [29,] 7.695761e-01 1.52397595 0.18911445 1.69007674 1.84296398
#> [30,] 2.778254e-01 0.93734816 -0.97258340 1.85526613 1.58889777
#> [31,] 5.028302e-01 1.01377784 -0.06000237 1.58329204 1.80772852
#> [32,] 1.104698e+00 1.27547946 -0.56332004 1.23417146 1.04923888
#> [33,] -2.882643e-01 -1.26230600 -0.10575852 -2.14458351 -1.03568037
#> [34,] -9.648687e-01 -1.28111330 -0.60145017 -1.91314403 -1.19748531
#> [35,] -8.825790e-01 -0.85454766 -0.52518991 -0.58073253 0.05059177
#> [36,] -6.102676e-01 -0.55002941 0.51703354 -0.52886567 -0.23175553
#> [37,] -2.441379e-01 -0.30193307 0.46873538 -0.15533716 0.27730414
#> [38,] -8.671409e-02 -1.15386389 -0.33199727 -1.01048645 -0.04676937
#> [39,] 9.985562e-01 0.35552223 -0.46163970 0.25044468 0.51236174
#> [40,] 1.257351e+00 0.91293868 -0.80226883 0.82621033 0.77894582
#> [41,] 1.175062e+00 0.98056494 -0.82768892 0.60348797 0.40433724
#> [42,] 5.274773e-01 0.71966363 -0.67262640 0.62615247 0.64264022
#> [43,] 8.466979e-01 0.55680039 -0.56077803 0.38032974 0.35472942
#> [44,] 9.818597e-01 0.79729377 -0.89123913 0.53113589 0.40758261
#> [45,] 9.651633e-01 0.81490061 -0.98529344 0.54159643 0.37559252
#> [46,] 1.286371e+00 1.29468692 -0.49976983 1.03324189 0.91154241
#> [47,] -7.024957e-01 -0.39436897 -0.77176473 -0.10259860 0.50123476
#> [48,] -6.007925e-02 0.05940724 0.15861035 0.15847909 0.93889626
#> [49,] 7.294251e-01 0.91053775 -0.76668072 0.84364457 1.40669335
#> [50,] 1.514093e-01 0.25348260 -0.30911920 0.30492667 0.94677787
#> [51,] 7.435905e-04 -0.25111334 -0.88107109 -0.79255850 -0.82890385
#> [52,] -2.000115e-01 -0.37276058 -0.78193277 -0.90065076 -1.05468897
#> [53,] 9.985562e-01 0.22827281 -0.80735285 -0.47264026 -0.98560893
#> [54,] 2.762353e-01 -0.70849094 -0.28878313 -1.08937637 -0.39866034
#> [55,] -2.962150e-01 -1.08743810 0.09506014 -0.65744317 -0.17982959
#> [56,] -4.855074e-02 -1.28911641 -1.03867562 -1.44721407 -0.94063735
#> [57,] -8.468008e-01 -0.58124153 -0.96749938 0.17852846 -0.04259675
#> [58,] 8.311940e-01 1.12902259 -1.01325553 0.98965630 -0.29712658
#> [59,] -7.211798e-01 0.03979963 -0.72092456 0.61394851 0.45626318
#> [60,] -1.444296e+00 -0.47319958 -0.11846857 0.38556001 0.33942982
#> [61,] -6.440580e-01 -0.24551116 -0.03966630 -0.39767305 -0.13532164
#> [62,] -3.097312e-01 -0.56803640 1.30759816 -0.23640636 -0.36157039
#> [63,] 7.468508e-02 -0.45799367 -0.14388865 0.01377493 -0.12373103
#> [64,] -1.980239e-01 -0.50241092 0.78902844 -0.04157877 -0.05326011
#> [65,] 5.537146e-01 0.75287653 0.17386240 1.11866965 1.28476011
#> [66,] 4.177577e-01 1.52397595 -0.46926573 1.18535560 0.22630544
#> [67,] 7.027902e-01 1.52397595 -0.23285894 1.14133415 0.18828824
#> [68,] -9.426725e-02 0.71166052 -1.04884365 0.76911321 0.23001444
#> [69,] -5.164493e-01 -0.91417081 0.38993312 -0.99697492 -0.43111406
#> [70,] -2.671949e-01 -0.37996337 6.66106792 -0.68228695 -0.60590048
#> [71,] -1.872838e+00 -2.31431451 2.76416899 -1.40014163 -1.41028894
#> [72,] -1.903051e+00 -1.65805968 2.10833082 -1.77367014 -1.04495286
#> [73,] -2.284287e+00 -2.06141631 -0.44892966 -1.75623590 -0.81453150
#> [74,] -2.519628e+00 -2.07422128 0.54499563 -1.35437676 -1.07879744
#> [75,] -1.003032e+00 -0.66087245 0.08997613 -0.70582317 -0.87248455
#> [76,] -1.332986e+00 -1.23389497 0.68480610 -1.39011694 -0.76677817
#> [77,] -9.974665e-01 -0.81853368 0.15098433 -1.13078268 -0.96660032
#> [78,] -8.503786e-01 -1.49319566 3.96145497 -1.62286400 -1.65740079
#> [79,] -1.645051e+00 -1.21268673 0.65684401 -0.85793688 -0.87294818
#> [80,] -8.619071e-01 -0.99420189 0.55262166 -1.24323350 -1.31478230
#> [81,] -1.233602e+00 -1.20988564 0.02134190 -1.04491907 -1.37458986
#> [82,] 1.241450e+00 1.10861466 -0.35741736 0.63312617 0.20451509
#> [83,] 9.961710e-01 0.64803581 -0.50739586 0.11968791 -0.58225563
#> [84,] 5.894928e-01 0.25468307 -0.24811100 -0.07470382 -0.33375292
#> [85,] 1.820195e-01 -0.16507993 0.63396593 -0.23030438 -0.23917353
#> [86,] 1.915603e-01 0.05140413 1.42707256 -0.03329751 -0.70465250
#> [87,] -4.834539e-01 -0.56363469 0.37722308 -0.56852856 -0.61331847
#> [88,] -1.285679e+00 -0.54402708 0.48144542 -0.83745165 -0.90215652
#> [89,] -3.904308e-01 -0.67007603 2.40574581 -1.03489438 -1.08343369
#> [90,] -1.500746e+00 -1.69767506 -0.51756389 -1.77497771 -1.85258669
#> [91,] -1.579458e+00 -0.65086857 1.08644343 0.33064217 -1.00739928
#> [92,] -1.260635e+00 -0.96619101 0.48398743 -0.23117609 -1.25404749
#> [93,] -5.466620e-01 0.28269395 -0.22014890 1.12128478 -0.32216231
#> [94,] -1.940485e-01 -0.15387558 -0.46163970 0.51500922 -0.55443817
#> [95,] -2.838914e-01 -0.65126872 1.77278571 0.69327428 -1.41492519
#> [96,] -1.920608e-01 -0.28872794 1.23896394 1.19015002 0.28611300
#> [97,] -1.263417e+00 -0.78131922 1.00255715 -0.68054353 -0.29109947
#> [98,] 2.794156e-01 0.61402261 1.98377241 1.08336532 1.74606646
#> [99,] 1.454463e-01 0.57400707 1.40673649 0.55859481 1.09467408
#> [100,] 2.607314e-01 0.56000163 0.35180299 0.36420308 1.15587251
#> [101,] 1.088731e-01 -1.12825394 0.75852434 0.28836415 0.98154971
#> [102,] -2.568590e-01 -0.75650959 -0.26590505 -1.60630147 -1.86417730
#> [103,] -2.394802e+00 -1.38835495 -0.82260490 -0.92723797 -0.80108639
#> [104,] -1.423226e+00 -1.72488563 -0.68279444 -0.77730354 -1.26795623
#> [105,] 7.648057e-01 1.11021529 -1.00054549 0.90553611 0.06820950
#> [106,] -1.694013e-01 0.39193637 -0.05746036 0.24957297 -0.68008040
#> [107,] 7.413511e-01 0.80889828 -0.40571552 0.09527998 -0.96010958
#> [108,] -1.167611e+00 -0.17068211 -1.07680574 0.19465513 -0.18910208
#> [109,] 1.141271e+00 1.13982678 -0.91157520 1.48522446 1.76507507
#> [110,] 9.691386e-01 0.93494723 -0.41842556 1.45732969 2.14941975
#> [111,] 1.084026e+00 1.26307464 -0.38029543 1.85526613 1.98761481
#> [112,] 7.652032e-01 1.13822616 -0.69042046 1.85526613 2.14431989
#> [113,] 1.325727e+00 1.25507154 0.27554274 1.56934465 1.77712930
#> [114,] -1.425612e+00 -2.41995553 -0.88869712 -1.40232091 -0.31798969
#> [115,] -7.895558e-01 0.08701796 -0.60145017 0.72422005 1.41318409
#> [116,] -5.147934e-05 1.22546004 0.42043722 1.85526613 1.62598773
#> [117,] 1.342821e+00 0.82250356 -0.82006289 -0.13180094 -0.77512342
#> [118,] 1.203287e+00 1.02258126 -0.38029543 0.22385747 -1.31524593
#> [119,] 7.111385e-01 -0.15947775 -0.07779643 -0.86708986 -0.71207049
#> [120,] 1.039900e+00 0.93134583 0.09506014 0.86238638 0.34823868
#> [121,] 1.331227e-01 -0.66247308 -0.37521142 -1.07324970 -1.15854085
#> [122,] 2.933293e-01 -0.81373181 0.03659395 -1.23146539 -0.80711350
#> [123,] 1.176652e+00 1.11981901 -0.13880463 0.47403876 0.50401650
#> [124,] 4.817608e-01 1.37151675 0.01879989 1.85526613 1.42106571
#> [125,] 1.319367e+00 1.04098840 0.61871388 0.32192505 0.39645563
#> [126,] 1.271265e+00 0.79529300 0.16877839 -0.39026350 -0.84281259
#> [127,] 4.241183e-01 0.71606223 -0.07017041 1.23504317 1.97138796
#> [128,] 1.342821e+00 1.44634581 -0.48451778 0.53418688 -0.02219727
#> [129,] 1.309031e+00 1.21305522 -0.39808949 0.53941715 0.53137035
#> [130,] 1.342821e+00 1.07900317 -0.55315201 0.33456487 0.49242589
#> [131,] 1.250991e+00 1.09861078 -0.14897267 0.55728724 0.68575730
#> [132,] 1.268085e+00 1.30949267 -0.43621962 1.21978822 0.66582144
#> [133,] 1.181820e+00 1.01257737 -0.32945527 0.48755030 -0.05557823
#> [134,] 1.070510e+00 0.85411584 -0.27861510 0.20467981 -0.57901026
#> [135,] 1.324932e+00 0.95415468 -0.10321651 0.14191656 -0.50390310
#> [136,] 1.342821e+00 0.76528134 -0.68787845 0.19857783 0.47295366
#> [137,] 1.342821e+00 1.16063486 -0.35741736 0.72727104 1.23793404
#> [138,] 1.342821e+00 0.97576308 -0.65737435 0.53854544 1.24998828
#> [139,] 6.658195e-01 0.33631477 0.13064826 0.60915409 0.86796171
#> V32 V33 V34 V35 V36 V37
#> [1,] -0.86700442 0.37058141 1.35425575 1.629927156 1.63560193 1.17691034
#> [2,] -0.70215889 -1.16162383 -0.84130312 -1.094430697 0.03690297 0.03150195
#> [3,] 0.30613823 -1.22121230 -0.68610418 0.007971609 -0.38411856 0.94598447
#> [4,] 1.40911340 0.85852308 -0.35377602 -0.097144673 -0.39557744 0.66213807
#> [5,] 0.17781825 -0.51933824 -0.90161140 -1.056377849 -0.45324149 0.02027639
#> [6,] -1.81859084 -1.64712336 -0.13911228 -0.205275043 -1.12081382 -0.73825097
#> [7,] 0.25327232 -0.61604740 -1.69953637 -1.494550741 -1.09937462 -0.86694404
#> [8,] 1.34615491 1.65808317 0.72502528 0.305235936 0.15407929 0.07640421
#> [9,] -1.52494472 -1.29203467 -0.83708576 -0.648722587 -0.16011588 -0.15011163
#> [10,] 0.46473597 -0.25314384 -0.30991546 1.202303568 1.35984947 0.04072295
#> [11,] 1.22744690 0.69831801 1.92022578 1.375990329 1.12771468 1.54695303
#> [12,] -0.35756926 1.16623405 1.83925242 1.366194547 1.28259442 0.81488592
#> [13,] 0.04084747 0.78818915 -0.23231599 -0.646462022 0.62426312 2.04288239
#> [14,] -1.83637301 -0.88810297 -0.98131955 -1.462526067 -0.93710206 -1.02009280
#> [15,] 1.40334621 1.63219637 1.49047655 0.692169350 0.65716121 1.05383006
#> [16,] 0.77231946 1.38993504 0.80051607 0.570475589 1.27187482 1.98675457
#> [17,] 1.36585947 1.80021633 2.15049377 2.181128309 1.80304948 0.70543668
#> [18,] 2.16028995 2.61101030 2.23990185 1.386916395 0.45274952 -0.41631785
#> [19,] 0.27634108 -0.50419691 -0.53132698 -0.502916131 -0.68611556 -1.18767442
#> [20,] -1.13710117 -1.04293532 -0.41956688 -0.085465086 0.36773201 0.71265311
#> [21,] -1.27983913 -1.88303510 -1.15887051 -0.441127348 -1.00289822 -0.86253400
#> [22,] -0.26096882 -0.48465971 -1.11458820 -0.596729587 -0.32793307 -0.94953211
#> [23,] -1.35433201 -0.23018762 0.40408400 -0.266310304 0.14705610 0.11409003
#> [24,] 1.53406919 0.40184094 -0.09103435 0.508310045 0.54959557 -0.97037959
#> [25,] 1.08230594 -0.11638341 -1.29719999 -0.649476109 0.21950581 0.65171434
#> [26,] -1.19525367 -1.45370503 -0.42631466 -0.500278804 -0.31573490 -0.46081919
#> [27,] 0.37149973 0.13027380 0.38763629 0.352707806 -0.05661629 -0.99323163
#> [28,] -0.51905060 0.48536248 1.85780882 1.643490547 0.97431351 -0.12445320
#> [29,] 1.52205421 1.24047543 0.56940461 0.069760392 0.17145244 -0.31969782
#> [30,] 0.93524259 0.95034794 0.79081613 1.041803437 0.66011834 0.45406424
#> [31,] 1.48985407 1.20628532 1.38082513 1.810772374 2.18747651 2.15152980
#> [32,] 1.10152991 1.55551284 1.87130438 2.150610678 2.15864449 2.27020005
#> [33,] 1.36153408 1.79240144 1.56638908 1.305536047 1.25154454 1.00090954
#> [34,] 0.58440517 0.58256007 1.10796178 1.163120438 1.08668449 0.68619285
#> [35,] 0.74828950 1.42119456 0.92914562 0.637162263 0.48453868 0.45727154
#> [36,] 0.05959084 0.49952696 0.40998831 0.431450828 0.43944244 0.20188997
#> [37,] 0.35227576 0.84093960 0.54199175 0.657507350 0.73774303 0.50858840
#> [38,] 0.08842680 -0.64877222 0.01271277 0.363257110 0.38436587 0.39673368
#> [39,] 0.11053436 -0.76453016 -1.10277959 -0.959173544 -0.56228570 -0.40950233
#> [40,] 0.27922468 -0.31468603 -0.90245487 -1.052987001 -0.51829838 -0.45159819
#> [41,] -0.04085439 -0.71568715 -1.09307965 -1.296374523 -0.65987102 -0.52015431
#> [42,] 0.91505742 0.76523293 0.77268147 0.861711741 0.99131701 1.00090954
#> [43,] 0.34602797 0.20207302 0.27756313 0.371545849 0.36551416 0.32897939
#> [44,] 0.49933911 0.38083844 0.44414894 0.497383980 0.45681558 0.42880672
#> [45,] 0.24798573 0.09803741 0.34714961 0.549753741 0.44424777 0.55629705
#> [46,] 1.15439582 1.08857366 1.10416616 1.160106351 0.96026714 0.86620278
#> [47,] 0.75982388 1.17307207 1.92359967 2.181128309 2.00893973 1.88532358
#> [48,] 0.46521657 0.76767508 1.73213142 1.985589417 2.07843231 1.60749089
#> [49,] 0.89006626 1.06610588 1.86033924 2.137800809 1.94647033 1.28435502
#> [50,] 0.46377477 1.09345796 1.84389152 1.999529570 2.04146817 1.58584159
#> [51,] -1.13133398 -1.19288336 -0.88938105 -0.400813935 -0.67059062 -1.18727351
#> [52,] -1.62827355 -1.47666125 -1.16140092 -0.851043175 -0.84838813 -1.33400766
#> [53,] -0.69639170 -1.27787020 -0.93788072 -0.618581718 -0.66763349 -0.64443733
#> [54,] 0.09755818 -0.16180741 -0.56337894 -0.660025413 -1.01066069 -0.48727945
#> [55,] -0.47964146 -0.73913179 -0.62790458 -0.930162957 -1.30600415 -1.02811106
#> [56,] -1.02031556 -1.01851381 -1.18375294 -1.195779371 -1.37882350 -1.07581970
#> [57,] -0.58297029 -0.30638272 -0.42167556 -1.190127958 -1.26090790 -1.35405331
#> [58,] -1.48457439 -1.29594211 -0.78099484 -0.439620304 -0.65432640 -0.96957776
#> [59,] -0.08314712 -0.12517515 -0.14501659 -0.934684088 -0.77889555 -0.55583557
#> [60,] -0.16965498 -0.30100999 -0.36052380 -0.991198218 -0.98330723 -0.65205468
#> [61,] -0.52385659 -0.19209007 -0.18634674 -0.714655740 -1.12598880 -0.98000150
#> [62,] -1.35337081 -1.31596774 -1.58060675 -0.091870021 1.13288966 1.42828278
#> [63,] -0.96504665 -0.77332190 -0.98638038 0.412236023 1.22973570 1.61109910
#> [64,] -1.24379419 -1.24612224 -1.36172564 0.147749892 0.94917790 1.06906475
#> [65,] 0.30806063 -1.44051742 -0.66164348 0.328971871 0.26053601 -0.96236133
#> [66,] 0.01729811 0.39402605 -0.02861738 -0.907557305 -1.21655094 -1.29151089
#> [67,] 0.08121781 1.80949650 1.11217915 -0.111461586 -0.93303600 -0.86534039
#> [68,] -1.05443811 0.15127629 0.06036896 -0.721060674 -0.31314741 0.29009083
#> [69,] 0.11101496 0.59477083 0.58669579 0.807834937 1.28666047 1.26150298
#> [70,] -0.97706163 -1.70915398 -1.22255268 -0.495380913 0.18291132 -0.01259847
#> [71,] -1.20967165 -0.94231871 -1.00367157 -0.581659152 -1.01361782 -1.07581970
#> [72,] -0.62670482 -0.47049523 0.04434299 0.314654958 -0.46876643 -0.83206461
#> [73,] 0.09803878 -0.20674298 0.30118036 0.234404892 -0.21112639 -0.57628213
#> [74,] -0.71032908 -0.70201110 -0.14248617 -0.207535608 -0.33643482 0.34180860
#> [75,] -0.58345089 -0.32738521 -0.23611161 0.097263936 0.25683959 0.38470629
#> [76,] 0.02739070 0.31148137 0.32690627 0.370415567 0.19843626 0.19146623
#> [77,] -0.59546587 -0.59260276 -0.08597351 -0.081697478 0.04170831 0.31093830
#> [78,] -1.64076913 -1.39313970 -0.81979457 0.084077305 0.34777137 0.27445522
#> [79,] -1.29521831 -0.69614994 0.37877983 0.646204524 0.50080290 0.30452369
#> [80,] -1.29617950 -0.38306624 -0.16399472 -0.506306978 -0.62142832 -0.05509525
#> [81,] -1.62250636 -0.58332259 -0.12477325 0.026809653 0.16849530 -0.02101765
#> [82,] -0.60171366 -0.89738314 -0.99818900 -0.761750848 -0.94227704 -1.22095020
#> [83,] -0.53250737 -1.01704852 -1.73917957 -1.165638501 -0.84801849 -0.55463283
#> [84,] -0.51376400 -1.13671390 -1.49204214 -1.281680849 -0.94523417 -0.45320184
#> [85,] -0.61468984 -1.42342237 -1.38745155 -0.900775609 -0.94745202 -1.09827083
#> [86,] -0.94245849 -1.30131484 -0.44107543 -0.202260956 -0.64730322 -0.53859631
#> [87,] -0.88142239 -1.40876946 -1.09350139 -1.123441284 -0.92194676 -0.78315323
#> [88,] -1.50956555 -1.76776559 -1.19176593 -0.868374175 -0.83729889 -0.82083905
#> [89,] -0.99436321 -0.63998048 -0.55663116 -0.549257718 -1.12414059 -0.80159522
#> [90,] -1.46390863 -1.05026177 -1.35455612 -0.954652414 -1.12487988 -0.47886027
#> [91,] -0.53442977 0.49220050 0.96625841 1.663458873 1.65038759 1.64036575
#> [92,] -0.51568640 0.20451517 0.75075119 0.939701242 1.21716789 1.44311656
#> [93,] -0.32056313 0.68073453 1.56343692 1.413666416 1.14286998 1.32284267
#> [94,] -0.05046637 1.67468979 1.84178284 2.181128309 1.89619911 2.25696992
#> [95,] -0.77761297 0.90345865 1.83250465 1.661575069 1.95829886 1.83240307
#> [96,] 0.49741672 0.35348635 0.80852905 1.614856721 1.59826816 1.86968798
#> [97,] -1.56002847 -0.01283622 0.93504993 0.738887698 0.10750448 0.14496033
#> [98,] 2.25881279 1.14425469 0.74062952 1.241109938 0.25610031 -0.83807830
#> [99,] 1.46005692 1.74111628 0.37582767 -0.091870021 -0.38448820 -0.98120424
#> [100,] 1.08518954 0.26410365 0.68580381 0.882056828 -0.02519678 -1.02971471
#> [101,] 1.82338991 1.12081005 0.38721455 -0.471268217 -1.24870974 -1.11711374
#> [102,] -1.03857833 -1.00337248 -0.15134263 -0.336764587 -0.87093625 -0.93309468
#> [103,] 0.21482439 -0.20820827 -1.05048429 -1.457628176 -0.58889988 0.03230378
#> [104,] -0.41524117 -0.08561231 -0.81726415 -0.890603066 -0.11908569 0.23035479
#> [105,] 0.20761540 -0.15838840 -0.39004534 -0.513088674 -0.63917111 -0.42393519
#> [106,] -0.72618885 -0.02260483 -0.22978557 -0.674342326 -1.15999581 -1.36527888
#> [107,] -0.79299214 -0.72154831 -1.03024095 -1.041684175 -1.15592975 -1.14998860
#> [108,] -0.38111862 0.03502993 -0.19899882 -0.421159022 -0.71864400 -1.06018410
#> [109,] 1.76764041 1.37625899 1.00547988 0.842496937 1.03382577 0.99609859
#> [110,] 2.35397143 1.66638648 0.97300619 0.901648394 1.03567398 1.27553494
#> [111,] 1.95603529 1.58384179 1.14043547 1.253919807 1.44449734 1.57020598
#> [112,] 1.68401615 1.00114467 0.69592548 0.988680155 1.36354588 1.73498122
#> [113,] 1.57732312 1.22240351 0.86630692 0.816500437 0.94141543 0.89266304
#> [114,] 0.24510214 0.51124928 0.68538207 0.390760654 -0.11280178 -0.55623648
#> [115,] 1.92816054 2.75363189 2.19308913 0.958539285 -0.06548769 -1.00525902
#> [116,] 0.90784843 0.43358889 -0.13658186 -0.493497109 -0.76706702 -0.16053536
#> [117,] -1.69699924 -1.34918099 -0.07036927 0.891099089 1.22271252 1.68647074
#> [118,] -0.70312009 -0.35034143 0.28515438 1.368455112 1.95127567 1.77948256
#> [119,] 0.11101496 1.04168437 1.08181414 0.548246697 0.40876220 0.52262036
#> [120,] 0.37582512 1.20237788 0.79461176 0.317669045 -0.18636042 0.02107822
#> [121,] -0.21338950 -0.10173050 -0.43348417 -1.042060936 -0.79811690 -0.21987049
#> [122,] -0.34507368 -0.44558530 -0.62115680 -1.260959001 -0.13239278 0.35784512
#> [123,] 0.51519889 0.33981031 0.05910376 -0.681877544 -0.98959113 -0.79558153
#> [124,] 0.55268562 0.51124928 0.27503271 -0.415507609 -0.43808620 -0.60635060
#> [125,] 0.96119495 0.29780532 -0.66670431 -1.473452132 -0.26842080 -0.23630792
#> [126,] -0.78482195 -0.96722865 -0.60091346 -0.955405936 -0.34234908 -0.75669297
#> [127,] 1.25003507 0.23870528 -0.39088881 -1.056754610 -1.08495861 -0.93149103
#> [128,] 0.29412325 0.48682777 -0.20827702 -0.890226305 -1.08421933 -0.87656595
#> [129,] 0.31767261 -0.21553472 -0.34238915 -0.764011414 -1.04873375 -0.86774587
#> [130,] 0.02642950 -0.69077721 -1.09940570 -1.025860218 -1.21285453 -0.79638335
#> [131,] 0.31767261 -0.22432646 -0.55958331 -0.996849631 -1.14484051 -0.62399077
#> [132,] -0.48588925 -0.26095872 -0.47734474 -1.085011675 -1.34629506 -1.01127271
#> [133,] -0.54211936 -0.60920938 -0.99818900 -1.202561067 -1.39176095 -1.20290912
#> [134,] -0.76223379 -1.13329489 -0.90498529 -0.748940979 -1.01842316 -1.29712367
#> [135,] -0.93428831 -1.32720164 -1.34780834 -1.226297001 -1.47936596 -1.22455842
#> [136,] 0.54739903 -0.09879992 -1.20779191 -1.266610414 -1.28419531 -1.11751465
#> [137,] 1.30193978 0.45996412 -0.92986773 -1.236846306 -1.02951240 -1.04134119
#> [138,] 1.39229243 0.40770210 -1.07536673 -1.172796958 -0.97443584 -1.07862609
#> [139,] 0.26576790 -0.86856577 -1.41992524 -1.294113958 -1.37438781 -0.87576412
#> V38 V39 V4 V40 V41
#> [1,] 1.149143547 0.768318230 -0.678654781 -0.2609008530 -1.405618090
#> [2,] -1.099425696 -0.745729514 0.285866825 -0.6775691897 -0.732281763
#> [3,] 1.443152898 0.979104123 1.074293199 0.8023032362 0.987502516
#> [4,] 2.361318672 3.166007761 -0.682656945 3.1968003443 1.840163810
#> [5,] 0.284068991 0.334548187 -0.744690492 0.0362579608 -0.134724696
#> [6,] 0.182348001 0.448723879 -0.454533578 -0.3674904275 -1.034820336
#> [7,] -0.959336263 -1.303921786 -0.952803038 -1.4947559276 -1.341986651
#> [8,] 0.338944788 0.516546191 -0.420515181 0.2801219873 -0.559898408
#> [9,] -0.862076720 -1.160958206 -0.592608248 -1.1518389632 -1.097294841
#> [10,] -1.273422126 0.154013973 -0.114349609 1.5532752384 0.329784815
#> [11,] 0.392482151 -0.175338985 0.750117888 -0.0353400867 -0.075720997
#> [12,] 0.531679294 -1.032632535 -0.154371253 1.5387402964 2.534903440
#> [13,] 2.180630072 0.098389918 0.455958809 -0.0514900223 1.825702119
#> [14,] -0.479730720 -0.096294275 2.372995527 -0.0181134888 0.064268170
#> [15,] 1.676486572 1.423608633 1.412476086 1.1236869532 0.653148223
#> [16,] 2.556730047 3.093794076 -0.498557386 3.2667833983 3.502679793
#> [17,] -0.216059208 -0.502740221 -0.746691575 -0.4557767417 0.218719029
#> [18,] -0.699680053 -0.973105037 -0.968811695 -0.0665632954 0.491755753
#> [19,] -1.301975386 -1.131682387 -0.304452415 -1.4118529252 -0.815581103
#> [20,] -0.075523630 -0.314887053 -0.350477305 -0.5117631849 -0.518248738
#> [21,] -0.651496426 -1.285380434 0.151794319 -1.6293387237 -0.753106598
#> [22,] -1.103440998 -0.823310433 -0.228411293 -0.7098690608 -1.021515581
#> [23,] 0.673553306 1.515827461 -0.712673178 1.2189715729 0.351766585
#> [24,] 0.138179677 0.606325368 0.069749950 0.5928924054 -0.222073309
#> [25,] -0.165644858 -0.599838352 0.570020493 -0.7432455942 -0.729389425
#> [26,] -0.660865465 -0.474440263 0.045736964 -1.0280227908 -1.305543189
#> [27,] -1.387635166 -1.224389146 -0.680655863 -1.1292290534 -0.945157853
#> [28,] -0.165644858 -0.325133589 -0.082332294 -0.3394972059 -0.114478329
#> [29,] -0.862969010 -0.823310433 -0.204398307 -1.2848067657 -1.022094048
#> [30,] 0.072150263 -0.646679662 -0.964809531 -0.9472731131 -0.416438434
#> [31,] 1.725116343 1.242586489 -0.520569289 0.4459279921 0.045757206
#> [32,] 2.171261034 1.579258401 -0.414511935 0.8545213610 -0.013246493
#> [33,] -0.799170319 -0.220716503 0.115774840 0.9551892925 1.318964471
#> [34,] -0.937029028 0.668292517 0.686083259 1.7126212690 0.830159319
#> [35,] 0.249715850 0.378949845 -0.642635302 1.4935204769 2.462016518
#> [36,] -0.484192167 -1.055565259 -0.188389649 0.3318017810 0.675129993
#> [37,] -0.308857303 -1.410778523 0.107770512 -0.2248326636 0.278879663
#> [38,] 0.616000641 0.602421926 -0.470542235 0.6628754594 0.726613613
#> [39,] -0.139322321 -0.314399122 -0.968811695 -0.7260189963 -0.802854815
#> [40,] -0.186167513 0.011538323 -0.602613658 -0.5952045185 -1.023829451
#> [41,] -0.187505948 -0.027496101 -0.566594179 -0.5429863936 -1.196791274
#> [42,] 0.711921750 0.254527616 -0.788714300 0.0238763435 -0.249261288
#> [43,] -0.007263492 -0.743289863 -0.742689410 -0.7206356845 -0.562790746
#> [44,] 0.119887745 -0.750120887 -0.180385321 -0.7960020503 -0.729389425
#> [45,] 0.098472799 -0.530064318 -0.514566043 -1.0958525200 -1.071263797
#> [46,] 0.614662207 0.034471048 -0.202397225 -0.4643900407 -0.707986122
#> [47,] 1.584580765 1.624147989 -0.104344198 1.6674014495 1.250705290
#> [48,] 1.245510800 1.166957291 -0.522570372 1.5715784986 1.452012027
#> [49,] 0.986746879 1.221605486 -0.924787888 1.8488190586 1.568284022
#> [50,] 1.450291213 1.494358528 -0.506561714 1.8795039361 1.790415594
#> [51,] -1.237284406 -1.074594541 -0.318459990 -0.6781075209 -0.185629848
#> [52,] -1.082026053 -0.783788078 -0.670650452 -0.4024819545 0.121536466
#> [53,] -0.856722984 -1.462499136 -0.336469730 -1.6750968744 -1.418344378
#> [54,] -0.564944356 -0.863808648 -0.614620151 -0.9386598141 -1.211831433
#> [55,] -1.056149661 -1.226340867 -0.014295501 -0.7631638480 -0.969453493
#> [56,] -0.958443974 -0.994086041 -0.484549810 -0.9553480809 -1.055645171
#> [57,] -1.365327932 -0.816967339 -0.172380992 -0.5704412840 -0.730546360
#> [58,] -0.653727150 -0.436381699 -0.342472976 -0.2361376185 -0.769303692
#> [59,] -0.973612893 -0.871127603 -0.114349609 -0.0418000610 -0.562212278
#> [60,] -0.738494641 -1.154127181 -0.620623398 -0.4482401052 -0.404290614
#> [61,] -1.185531621 -0.390028320 -0.392500031 -0.0267267878 -0.168275819
#> [62,] -0.005478914 -1.356130329 0.556012918 -0.2899707370 0.728927483
#> [63,] 0.402743479 -0.952611964 -0.686659110 0.1503841719 0.892055356
#> [64,] -0.604651234 -0.691569250 -0.054317144 0.9250427462 1.148316519
#> [65,] -0.545313990 -0.282683652 -0.604614741 0.3253418068 -0.003991011
#> [66,] -0.720648853 -0.393931762 -0.970812778 -0.5790545830 -0.098859703
#> [67,] -0.606881957 0.882981852 -0.180385321 0.8362181008 -0.344708448
#> [68,] 0.918932886 1.537784325 -0.810726204 1.1441435382 -0.267193784
#> [69,] 1.184388977 0.981055844 1.448495565 1.2884162957 2.064030785
#> [70,] -0.066600736 0.212077680 7.439735579 0.5126810590 0.383582305
#> [71,] -0.668449924 -0.768174308 1.366451196 -1.6158804441 -0.941108579
#> [72,] -0.396301663 -0.083120156 1.904742300 -0.6974874435 -1.160347813
#> [73,] 0.226516326 0.150110530 -0.320461073 -0.9252015345 -1.269678196
#> [74,] 0.380436244 -0.755488120 -0.050314980 0.0793244555 1.887019689
#> [75,] 0.509818205 0.255991407 0.544006425 0.5525175666 0.650255885
#> [76,] 0.379543955 0.443356645 0.143789991 0.6483405174 0.439693666
#> [77,] 0.400512755 0.667804587 -0.318459990 0.1089326707 0.146989042
#> [78,] 0.468326748 0.272581038 4.117939179 -0.1769211882 0.270781116
#> [79,] -0.063477723 -0.074825341 0.950226105 -0.5655963034 -0.732281763
#> [80,] -0.092477128 0.192560467 -0.634630973 0.8281431330 0.647363547
#> [81,] 0.098026655 0.229643171 0.596034561 0.1428475353 0.833051657
#> [82,] -0.902675887 -0.787203590 -0.672651534 -0.5128398473 -0.935902371
#> [83,] -0.302611278 -0.550069461 -0.210401553 -0.2765124573 0.244750073
#> [84,] -0.475269273 -0.677419271 -0.598611494 -0.4396268062 -0.307108051
#> [85,] -0.929444569 -0.674491689 0.704092998 -0.6404243380 -0.093653494
#> [86,] -0.430654804 -0.720357138 -0.236415621 -0.6937191252 0.077572926
#> [87,] -0.930336858 -0.830141457 -0.656642877 -0.3222706080 -0.408339887
#> [88,] -1.148947757 -0.263166440 -0.024300912 -0.1198580827 -0.773931433
#> [89,] -0.162967990 0.114491618 1.876727149 -0.2652075025 -0.948050191
#> [90,] -0.400316965 -0.552509112 0.924212037 -1.1028508254 -1.062586783
#> [91,] 2.451439900 2.663439544 -0.376491373 1.5382019652 -0.075142530
#> [92,] 1.905358798 1.668549647 0.123779169 1.0930020757 -0.102908976
#> [93,] 2.064186308 2.065236987 2.228917611 1.5102087436 0.933705026
#> [94,] 2.579483426 1.925200989 0.582026986 0.8410630814 -0.493374630
#> [95,] 2.658451037 1.635858317 1.314423060 0.6499555110 1.285991816
#> [96,] 2.504977263 2.119885182 1.376456607 0.8900512192 0.453576889
#> [97,] 0.053412186 0.587296086 0.534001014 0.6128106593 0.013941486
#> [98,] 0.101595812 0.198903561 1.320426306 -0.6043561486 1.704223916
#> [99,] -0.496684218 -0.775005332 0.950226105 -0.8778283903 1.571754827
#> [100,] -0.123261112 -0.127521814 0.161799730 -1.0091811993 1.254754563
#> [101,] 0.187255593 1.297722614 1.172346226 0.1573824773 0.569270416
#> [102,] -0.603758944 -0.683762365 0.544006425 -0.5860528884 0.424653507
#> [103,] -0.003248190 -0.348554244 -0.202397225 -0.7906187384 -0.775666836
#> [104,] 0.046720015 -0.414424835 -0.640634220 -0.7314023082 -1.095559438
#> [105,] 0.410774083 0.465801439 -0.658643959 0.0459479221 -1.009367760
#> [106,] -1.194454515 -1.430783666 0.001713157 -1.1297673846 -0.517670270
#> [107,] -1.198023673 -1.207311585 0.073752115 -0.9052832807 -0.359748606
#> [108,] -0.952644093 -0.900403422 -0.192391814 -1.2019037633 -0.749635792
#> [109,] 0.631169561 0.378461914 0.015720732 0.5444425988 0.929077285
#> [110,] 1.075529673 1.173788316 -0.628627727 1.6119533375 1.678192872
#> [111,] 1.085791001 0.664877005 0.333892797 0.8674413095 0.809912952
#> [112,] 1.742069841 1.428000006 -0.060320391 1.3347127775 0.863710442
#> [113,] 0.465649880 -0.116787348 0.269858167 0.5002994417 0.801235938
#> [114,] -0.803631766 -0.727188162 -0.970812778 0.0114947263 -0.211082424
#> [115,] 0.048058449 1.457763755 -0.320461073 2.6310142695 2.732739371
#> [116,] 0.570047738 1.355786320 -0.042310651 1.6243349547 1.176082965
#> [117,] 1.771961536 1.671965160 -0.928790052 0.7990732491 -0.338345304
#> [118,] 1.198219463 0.558508198 -0.702667767 -0.1209347451 -0.153814128
#> [119,] 0.162271490 0.192072537 0.173806223 0.2742003443 -0.193728395
#> [120,] 0.130149072 -0.004563377 0.303876564 -0.2463659110 0.409613349
#> [121,] -0.068831460 1.129386658 -0.490553057 1.2254315471 0.168392345
#> [122,] -0.014847952 -0.756951911 -0.426518428 -1.1233074104 -0.994906069
#> [123,] -0.793816583 -0.020665077 -0.940796545 0.4265480695 0.039972530
#> [124,] -1.142701731 -0.527624667 0.009717485 -0.0003485598 0.297390627
#> [125,] 0.272915374 1.421168981 0.283865743 0.9411926817 -0.189100654
#> [126,] -0.058123987 1.280645053 0.321886304 0.4819961814 -1.017466307
#> [127,] -0.759017297 0.115467479 -0.450531414 1.2383514955 1.763227615
#> [128,] -0.986104944 -0.871127603 -0.618622316 -0.3217322768 0.094348487
#> [129,] -0.845569367 -0.493957475 0.099766183 -0.4014052921 -0.290910958
#> [130,] -0.954428671 -0.470536821 0.029728307 -0.6366560197 -0.561055343
#> [131,] -0.570298092 -0.308543959 -0.836740272 -0.5795929142 -0.290332490
#> [132,] -0.665326912 -0.837460412 -0.578600672 -1.1766021976 -1.083990085
#> [133,] -1.166347400 -1.123387572 -0.342472976 -0.9951845885 -1.315955607
#> [134,] -1.295283215 -0.952611964 -0.936794381 -0.9521180938 -1.211252965
#> [135,] -1.153409204 -1.207311585 0.047738047 -1.1313823782 -1.195634339
#> [136,] -0.941490475 -0.825750084 -0.738687246 -1.0920842017 -1.005896955
#> [137,] -1.024027243 -0.780860496 0.035731554 -1.5523573643 -0.797070138
#> [138,] -0.928552279 -0.702303717 -0.508562796 -1.5631239880 -0.838719808
#> [139,] -0.757678863 -0.985303295 0.123779169 -1.2810384474 -1.416030508
#> V42 V43 V44 V45 V46
#> [1,] 0.05574114 0.33706029 1.718042703 0.491547625 -0.1525646801
#> [2,] -1.30342269 -0.69897246 -0.360852423 -0.880824722 -1.0351115843
#> [3,] -0.09339856 -0.16931527 0.109034832 0.131469732 -1.0552542440
#> [4,] 1.36720442 0.61716745 0.884269696 1.615262409 1.5394187339
#> [5,] -0.05535888 -1.19225209 -0.669364256 -0.492891747 -0.3741339367
#> [6,] -0.32948610 -0.35120304 -0.511944116 0.155248461 0.5740631176
#> [7,] -0.79743456 -0.55637245 -0.553870083 -1.049993393 -0.6732897343
#> [8,] -1.34689661 -1.14132352 -0.644841521 -0.261218989 -0.6717976854
#> [9,] -1.14884875 -0.70624797 -1.000816714 -0.842099364 -0.6919403451
#> [10,] -0.25944478 -0.12129690 0.764820242 0.013255480 -0.0152961844
#> [11,] 0.09438463 -1.33557966 -0.171790043 -0.247631144 0.0317033549
#> [12,] 1.95349855 0.77795624 -0.222417626 0.312867463 1.3678331143
#> [13,] 2.19562414 0.25266436 -0.526183123 -0.446693074 -0.2256750745
#> [14,] -1.15066016 -0.79719186 -0.556243251 -0.530937713 -0.8016059367
#> [15,] -0.57402691 -0.53600102 0.350306907 -0.009843856 0.0391635992
#> [16,] 3.12125637 2.35601454 0.596325318 1.691354341 2.9218020081
#> [17,] 0.65169614 -0.57237857 0.113781168 -0.227928769 -0.1175015317
#> [18,] 0.82317661 0.72266236 0.722894275 0.564242596 0.3233989081
#> [19,] -1.06190091 -0.52290510 -0.144894139 -0.550640088 0.2435742938
#> [20,] -0.45628504 -1.11076637 -0.930412731 -0.365166004 0.2667010512
#> [21,] -0.69961823 -0.38685304 -0.156759979 -0.617899921 -0.6919403451
#> [22,] -1.09209113 -1.09548780 -0.896397324 -0.632846551 -0.4733551862
#> [23,] -0.43092525 -0.34902039 -0.980249258 -0.409326500 -0.0003756958
#> [24,] -0.77026336 0.82015421 0.454726296 -0.661381025 -0.1645010710
#> [25,] -0.24978391 -0.97980718 -1.084668648 -0.884901076 -0.6054015109
#> [26,] -1.45377000 -1.19734495 -0.876620924 -0.768045609 -0.7971297902
#> [27,] -0.59455626 0.20828374 -0.102177116 -0.857045994 -0.7538603730
#> [28,] 0.51463253 1.46985732 0.297306156 -0.787747984 -1.0470479752
#> [29,] -0.59636767 0.26648783 -0.299941112 -1.170925214 -1.0276513399
#> [30,] -0.78052803 -0.63422041 -0.690722768 -0.525502575 -0.5964492177
#> [31,] -0.24797250 0.41418070 0.169155086 0.321699563 0.2383521228
#> [32,] -0.58731060 -0.89177350 -1.094161320 -0.230646338 0.2592408069
#> [33,] 1.25731201 1.19484301 1.418232485 -0.181050703 -0.8568117448
#> [34,] 0.26344988 0.01111740 0.572593638 -0.369242357 -0.3390707883
#> [35,] 2.34959428 2.85584214 1.584354241 0.879480601 0.6919349780
#> [36,] 1.40403650 1.34908384 0.312336219 -0.225211200 -0.3480230815
#> [37,] 1.45234085 1.46258181 0.305216716 -0.142325345 -0.1846437307
#> [38,] 0.07928952 -0.04781424 -0.897979436 -1.238185047 -0.7933996680
#> [39,] -0.13264585 -0.17513568 -0.223999738 -0.301982524 -0.6785119053
#> [40,] -0.05233986 -0.11547649 -0.429674293 -0.308097054 -0.4077050361
#> [41,] -0.40918829 -0.40285917 -0.364016647 -0.541807989 -0.5785446313
#> [42,] -0.73161987 -0.75572144 -0.337911799 -0.477265725 -0.4569426487
#> [43,] -1.02688025 -1.31811843 -1.259492020 -0.880145330 -0.8098122055
#> [44,] -1.24847649 -1.27519292 -1.352045570 -0.940611240 -0.9791597518
#> [45,] -1.39520097 -0.93979187 -1.187505926 -1.271475267 -0.8336849874
#> [46,] -1.04378677 -1.16096740 -0.980249258 -1.126085325 -0.9381284080
#> [47,] 0.85698966 0.33051233 -0.299941112 -0.337310921 -0.4621648198
#> [48,] 1.25067016 0.75976747 -0.133028299 -0.532296497 -0.7090989071
#> [49,] 1.51272130 0.96202667 -0.068952765 -0.275486226 -0.8075741322
#> [50,] 1.45717129 1.04787769 0.153333967 -0.268692304 -0.5889889734
#> [51,] -0.14170292 -0.27553773 -0.898770492 -0.670213124 -0.4666409664
#> [52,] 0.10766833 -0.33446937 -1.098116600 -0.787747984 -0.5076723102
#> [53,] -1.48154501 -1.28392353 -1.307746435 -1.052031570 -1.1679039333
#> [54,] -1.31187595 -1.09621535 -0.650378913 -0.519388045 -0.7613206174
#> [55,] -1.17300093 -1.44325722 -0.645632577 -0.538411028 -0.8098122055
#> [56,] -1.38976673 -1.16387760 -0.556243251 -0.738152350 -0.6986545650
#> [57,] -1.26659062 -1.60259091 -1.033250009 -0.859084170 -1.0298894132
#> [58,] -1.62162764 -1.46290110 -0.740559295 -0.398456224 -0.9806518007
#> [59,] -0.41522633 -0.79282655 -0.755589359 0.019370011 0.4509690862
#> [60,] -0.43032145 -1.20171026 -0.378255654 -0.168821643 0.0816869919
#> [61,] -0.01671539 -0.47197652 -1.186714870 -0.467074841 0.4546992083
#> [62,] 0.68369778 0.05695312 -0.066579597 0.264630613 0.2204475364
#> [63,] 0.88536847 0.50366948 0.119318559 0.471165858 0.9008218192
#> [64,] 0.78453312 0.02930618 -0.547541635 -0.094088495 0.2652090024
#> [65,] -0.95804654 -0.47779693 -0.625065121 -0.685159754 -0.5897349978
#> [66,] 0.05996777 -0.45742550 -1.003980938 -1.075130906 -0.4905137482
#> [67,] 0.51765155 0.30795824 -0.219253402 -1.063581238 -0.8336849874
#> [68,] -0.28601218 -0.41741019 -0.938323291 -0.938573064 -0.9075414062
#> [69,] 1.24100929 0.99985932 0.569429414 0.043828132 0.6322530234
#> [70,] -0.01852681 -0.51562959 -0.105341340 0.607044308 0.4890163323
#> [71,] -0.58368778 -0.59129490 -0.362434535 -0.821717596 -1.0903173923
#> [72,] -1.38795532 -1.15078168 -1.077549144 -1.027573449 -0.7740030327
#> [73,] -0.81313347 -0.58911225 -1.350463458 -0.870633839 -0.8560657204
#> [74,] 1.03028154 -0.36284386 -0.525392067 -0.902565274 -0.7568444708
#> [75,] 0.58588146 1.09225831 0.567847302 -0.431067052 -0.3532452525
#> [76,] 0.35160533 0.14716945 0.350306907 0.149133931 0.1480831664
#> [77,] 0.37938033 0.09551333 0.447606793 -0.115149655 -0.4912597726
#> [78,] 1.35754355 0.92419401 -0.551496915 -0.079821258 -0.2174688057
#> [79,] -0.06501975 0.44983070 -0.037310525 -0.518029260 -0.5009580903
#> [80,] 0.55508743 -0.03035301 -0.501660388 -0.611785391 -0.3577213991
#> [81,] 0.91978532 0.35815927 0.572593638 0.324417132 -0.9112715284
#> [82,] -1.01782318 -0.28281324 -0.310224840 -0.024790486 -0.3084837866
#> [83,] -0.11815454 -0.35993365 0.059989361 -0.434464013 -0.6136077796
#> [84,] -0.50760842 -0.20714793 -0.250895641 -0.542487381 -0.6054015109
#> [85,] 0.08291234 -0.74990104 -0.746887743 -0.412723461 -0.1175015317
#> [86,] 0.02615472 -1.49418579 -0.669364256 -0.043134076 0.1212262868
#> [87,] -0.90732697 -1.08602964 0.006197554 -0.284318326 -0.6822420275
#> [88,] -0.75999868 0.37343784 -0.029399966 -0.579853955 -0.1458504602
#> [89,] -0.17128933 0.75831236 -0.261970425 -0.841419972 -0.3942765964
#> [90,] 0.05392973 0.01693781 -1.446972288 0.033637248 -0.0802003101
#> [91,] -1.10839385 -0.86194390 0.482413256 2.239623888 1.9706208561
#> [92,] -0.72256280 -0.24934589 0.116154335 1.564987383 1.1015023917
#> [93,] 1.19995059 1.53970223 1.295618807 1.885660525 1.6774332540
#> [94,] -0.43817090 -0.50398877 0.623221221 1.668934397 1.1238831247
#> [95,] 0.64445049 -0.58547449 -0.502451444 0.505814863 0.1607655818
#> [96,] 1.04296143 1.61827774 1.903940859 2.512739573 2.0250806397
#> [97,] 0.94816413 1.30470323 -0.205805450 -0.292471033 -1.0836031724
#> [98,] 1.74277080 0.15662762 2.500397070 2.874855643 2.6353286259
#> [99,] 2.23487143 1.36727262 1.964061113 2.610572057 2.7621527795
#> [100,] 3.16774932 3.75072997 2.708444794 2.677152498 4.2534556209
#> [101,] 1.24765114 1.62991856 1.645265552 2.391807753 3.0277374776
#> [102,] -0.43394427 -1.15223678 -0.916964779 0.319661386 1.3499285279
#> [103,] -1.13254603 -1.28901639 -1.005563049 -0.968466323 -0.8754623556
#> [104,] -0.24314206 -0.26971732 -0.778529982 -0.838023010 -0.9605091410
#> [105,] -0.64769105 0.97512259 0.781432418 -0.660701633 -0.0339467952
#> [106,] -0.48587146 -1.11149392 -0.460525477 -0.164745289 -0.3972606941
#> [107,] -0.31197577 -0.96525616 -0.287284216 0.067606861 0.1465911175
#> [108,] -0.50700461 -0.76299695 -0.243776137 0.056057192 -0.6158458529
#> [109,] 0.99646849 1.42693181 2.244094932 1.897210194 1.1977395436
#> [110,] 1.07798209 1.85473185 2.909373014 2.103066046 1.8288762138
#> [111,] 0.73200213 1.80089307 2.606398572 1.744346937 0.8083147896
#> [112,] 0.37394609 1.04278484 2.267035555 1.668255005 0.6068881927
#> [113,] 0.77849508 1.33817058 1.956150554 1.384269044 1.0261539240
#> [114,] -0.19242249 0.25048171 0.188931486 -0.131455069 -0.0995969453
#> [115,] 1.61536806 0.18354701 -0.285702104 0.609082485 0.8754569885
#> [116,] 0.45304448 0.21846946 0.832851057 1.606430310 1.9930015891
#> [117,] -0.62655789 0.26648783 1.528189266 1.499765726 1.4021502382
#> [118,] -0.30231490 0.56696643 1.272678184 0.725937952 0.4740958436
#> [119,] -0.69478780 -0.35411325 0.144632351 -0.231325730 -0.2831189558
#> [120,] 0.65954560 0.79396237 0.009361778 -0.602273899 -0.5912270467
#> [121,] -1.38493629 0.55969092 1.030615053 1.503162688 1.5282283674
#> [122,] -0.07286921 1.52733386 2.089839015 0.914129606 -0.1249617761
#> [123,] -0.40254644 -0.84084492 -1.446972288 -1.100268420 -0.6710516610
#> [124,] 0.68852821 0.63899399 -0.916173723 -0.505800200 -0.7643047151
#> [125,] 1.18062885 1.77833898 2.244094932 2.293975268 0.4666355993
#> [126,] 0.54904938 1.66847877 2.130182870 1.086695238 -0.5002120658
#> [127,] 1.41007454 2.29199005 2.327946866 3.476117786 3.2179737080
#> [128,] 1.06892502 1.03550933 -0.644841521 -0.311494016 -0.3718958634
#> [129,] -0.01611159 -0.85685104 -0.733439791 -0.318287938 0.2182094631
#> [130,] 0.02192809 -0.71643369 -1.106818215 -0.851610856 0.0555761367
#> [131,] 0.24895857 -0.18168364 -0.864755084 -0.899168313 0.2607328558
#> [132,] -0.38141328 0.04021944 -0.358479255 -0.780274669 -0.6471788791
#> [133,] -0.76482912 0.07877965 0.556772518 0.537746299 0.5166192363
#> [134,] -1.01842699 -0.52581530 -0.133028299 0.113805534 0.5554125068
#> [135,] -1.03956014 -0.28936120 0.135930735 -0.070309766 0.3144466149
#> [136,] -1.02989927 -0.27990303 -0.589467602 -0.689915500 -0.3771180344
#> [137,] -1.15790582 -0.88231533 -0.308642728 -0.654587103 -1.1268725895
#> [138,] -1.45739283 -1.32757660 -0.613199282 -0.684480362 -0.6218140484
#> [139,] -0.83004000 -0.58911225 -0.424136901 -0.406608931 -0.4517204777
#> V47 V48 V49 V5 V50
#> [1,] -0.197882368 0.69031018 -0.359196108 0.329133153 0.832559760
#> [2,] -0.791619656 -0.27392180 -0.285021219 0.706180493 -1.075526702
#> [3,] 0.140582075 -0.27071304 -1.080974837 0.362063052 -0.749048030
#> [4,] 1.630053545 1.06413056 0.490962237 -0.904091553 0.614907312
#> [5,] -0.685635841 -0.67180787 -0.698688870 -0.609368960 -0.930425070
#> [6,] -0.113551160 -1.05685891 -0.638778383 0.665018120 -0.226682154
#> [7,] -0.407570777 -0.64132467 -1.189384291 -0.933728462 -0.081580522
#> [8,] -0.937489853 -0.60763270 -0.801392563 -0.731209585 -0.988465723
#> [9,] -0.025801119 -0.35414077 -1.018211470 -0.675228757 0.411765027
#> [10,] -0.849739813 -0.60121518 -1.035328752 0.729231422 -1.024741131
#> [11,] 0.031179427 -0.26429552 -0.162347364 1.417466305 -1.053761457
#> [12,] 1.228910502 -0.35895390 -0.835627127 -0.028156248 1.884546593
#> [13,] -0.495320817 -0.13434080 0.031648500 1.043711955 0.049010947
#> [14,] -1.312421846 -1.01835381 -0.390577792 2.981636493 -0.640221806
#> [15,] -0.707288448 -1.12905598 -0.207993450 1.694077454 -0.248447399
#> [16,] 3.540041443 3.19635068 4.199706694 -0.168108317 4.133621891
#> [17,] 0.466510797 0.35339052 0.165733877 -0.457891426 -0.553160826
#> [18,] -0.206999255 -0.73758743 -0.490428604 -1.022639188 -0.632966724
#> [19,] 0.276195774 -0.83545456 -0.436223878 -0.204331206 0.440785354
#> [20,] -0.015544621 -0.11187949 0.228497244 -0.556681122 0.273918477
#> [21,] -1.187064645 -0.81620201 -1.143738205 -1.109903420 -0.480610010
#> [22,] -0.910139191 -0.81138887 -1.149443966 0.324193668 -0.219427072
#> [23,] -0.755152107 -0.47446922 -0.473311322 -0.716391131 1.166293514
#> [24,] 0.136023631 -0.79694946 0.599371690 -0.783897423 3.103400303
#> [25,] -0.528369534 -0.10867073 0.237055885 -1.111549915 -1.024741131
#> [26,] -0.825807984 -1.09375964 -0.821362725 -0.176340792 -0.473354929
#> [27,] -1.032077560 -0.98145308 -0.675865827 -0.945253926 -0.981210641
#> [28,] -0.487343541 -0.26429552 -0.404842194 -0.159875843 -0.393549031
#> [29,] -0.992191178 -0.79053194 -1.186531410 -0.831645776 -0.038050032
#> [30,] -0.979655457 -1.22050560 -1.209354453 -0.813534332 -0.647476887
#> [31,] -0.146599876 -0.98305746 -0.964006743 -1.042397128 1.260609575
#> [32,] -0.135203767 -0.35253639 -0.949742341 -0.739442060 -0.030794951
#> [33,] -0.640051404 -0.79374070 -0.096731116 -0.424961527 0.186857497
#> [34,] -0.217255753 -0.36055828 -0.247933774 1.343374033 -0.669242132
#> [35,] 0.293289938 0.12075551 -0.547486211 -0.946900421 0.433530272
#> [36,] -0.653726735 -0.19851597 -0.524663169 -0.693340201 -1.010230968
#> [37,] -0.440619493 -0.25306487 -0.584573656 1.058530409 -0.981210641
#> [38,] -0.959142461 -1.29270267 -1.143738205 -1.101670945 -0.959445396
#> [39,] -0.152297931 0.01005334 -0.319255783 -1.027578673 -0.843364091
#> [40,] 0.000409932 -0.26910866 -0.053937911 -0.340990285 0.107051600
#> [41,] -0.122668047 0.05978910 -0.276462578 -1.081913006 -0.647476887
#> [42,] -0.880509308 -1.02637570 -0.941183700 -0.240554094 -0.850619172
#> [43,] -1.114129546 -1.11301219 -1.160855487 -0.645591848 -1.177097844
#> [44,] -1.191623088 -1.28147202 -1.243589017 -0.377213174 -0.676497214
#> [45,] -0.930652188 -0.99910126 -0.904096255 -0.317939356 -0.836109009
#> [46,] -1.161993204 -0.96861805 -1.163708368 -0.143410893 -0.828853927
#> [47,] -0.393895446 -0.07979190 -0.439076758 -0.825059796 0.172347334
#> [48,] -0.357427896 0.10792048 0.154322355 -0.810241342 -0.161386420
#> [49,] -0.334635678 0.11112924 0.043060021 -0.739442060 -0.154131338
#> [50,] -0.479366264 -0.25787801 0.162880996 0.108502832 -0.248447399
#> [51,] -0.961421683 -0.76646625 -0.493281485 -0.368980699 -1.119057192
#> [52,] -0.893045028 -1.07290270 -0.695835990 -0.237261105 -0.828853927
#> [53,] -1.022960672 -1.05204577 -0.932625059 -0.123652954 -0.734537866
#> [54,] -0.910139191 -0.78251005 -0.781422400 0.087098398 -1.474556190
#> [55,] -0.314122681 -0.37820646 -0.712953272 0.065693963 -0.284722807
#> [56,] -0.433781828 -0.50976556 -0.033967748 -0.683461232 0.752753863
#> [57,] -0.815551485 -0.84347646 -0.704394631 -0.003458824 -0.785323438
#> [58,] -0.526090312 -0.45200791 -0.570309254 -0.492467819 0.223132906
#> [59,] 0.803835629 0.93898897 0.753427229 0.139786235 -0.096090685
#> [60,] 0.688734926 0.78657294 -0.008291825 0.538238010 0.107051600
#> [61,] 1.109251355 0.25873214 -0.245080894 1.700663433 -0.342763460
#> [62,] 0.838023957 1.26467797 2.445185278 -0.831645776 1.369435799
#> [63,] 1.330335873 1.77807936 2.331070064 -0.607722465 1.079232535
#> [64,] 0.567936169 0.97749408 1.198476564 -0.867868665 -0.219427072
#> [65,] -0.749454052 -1.14670415 -1.126620923 1.596934253 -0.422569357
#> [66,] -0.235489528 -0.96861805 -0.858450170 -0.662056798 0.789029271
#> [67,] -1.028658727 -0.80978450 -0.986829786 -1.131307854 -0.879639499
#> [68,] -0.267398634 0.06941538 -0.547486211 -0.548448647 -0.487865092
#> [69,] 0.643150490 1.27269987 0.722045545 1.675966009 0.208622742
#> [70,] 0.793579131 0.94219773 0.445316151 5.360821673 -0.117855930
#> [71,] -0.489622763 -0.24183421 -1.118062282 1.124390206 -1.075526702
#> [72,] -0.163694040 0.36301679 0.736309947 1.122743711 0.404509946
#> [73,] -1.094756160 -1.10659467 -0.918360657 -0.179633782 -0.959445396
#> [74,] -0.629794906 -1.03279322 -0.752893597 -0.235614610 -0.139621175
#> [75,] 0.089299584 -0.20172473 -0.207993450 0.133200256 0.107051600
#> [76,] -0.244606415 -0.61725898 -0.159494484 0.758868331 -0.661987050
#> [77,] -0.791619656 -1.33441654 -0.476164203 0.447680788 -0.524140500
#> [78,] -0.799596932 -0.15359335 -0.113848398 4.068323149 -0.691007377
#> [79,] -0.390476613 -1.09857277 -0.367754749 1.058530409 -0.487865092
#> [80,] -0.649168291 -1.02958446 -0.755746477 0.139786235 -0.219427072
#> [81,] -0.478226654 -0.59640204 -0.946889461 -0.551741637 -1.046506376
#> [82,] -0.507856537 -0.67020349 -0.048232150 1.078288348 -0.110600848
#> [83,] -0.176229760 0.05337158 0.362582621 -0.204331206 0.128816845
#> [84,] 0.136023631 0.07583289 0.254173167 0.111795822 0.876090250
#> [85,] -0.684496230 -1.30393333 -1.172267009 0.844486067 -0.567670990
#> [86,] -0.165973262 -0.29638311 -0.761452238 0.597511827 -0.132366093
#> [87,] -0.371103227 0.02288838 0.425345989 0.177655619 -0.894149662
#> [88,] -0.181927815 -0.61886336 -0.324961544 -0.821766806 -0.190406746
#> [89,] -0.662843622 -0.61084146 0.063030184 1.682551989 0.455295517
#> [90,] -0.901022304 -0.45842542 0.011678338 2.466283578 1.913566920
#> [91,] 1.271076106 1.62887208 1.663496061 -0.859636190 2.160239694
#> [92,] 0.118929467 0.69993645 1.563645249 -0.225735640 2.102199041
#> [93,] -0.520392258 0.88925321 0.764838751 0.948215248 1.884546593
#> [94,] 0.402692586 -0.57714949 -0.498987245 -0.010044804 -0.001774624
#> [95,] 0.540585507 2.64123544 1.769052634 -0.578085556 -0.059815277
#> [96,] -0.318681125 -0.19049407 -0.670160067 0.859304522 -0.400804113
#> [97,] -0.069106334 1.82781512 1.597879813 -0.969951350 -0.074325440
#> [98,] 2.461969515 0.94059335 0.105823389 -0.836585261 0.440785354
#> [99,] 2.350287645 0.59404742 0.539461203 0.075572933 0.905110576
#> [100,] 4.897318046 3.89265131 3.135582323 -0.196098731 1.928077083
#> [101,] 2.245443440 2.52090699 2.254042294 2.844977413 4.467355645
#> [102,] 1.560537279 0.30365476 1.147124718 -0.023216763 1.833761022
#> [103,] -0.831506038 -0.87556405 -1.123768043 -0.538569678 -0.661987050
#> [104,] -0.627515684 -0.20493349 -0.153788723 -0.566560092 0.266663395
#> [105,] 0.193004177 -0.22579042 0.302672133 -0.862929180 0.150582089
#> [106,] -0.129505713 -0.10225321 0.248467407 0.393346455 -0.059815277
#> [107,] -0.128366102 -0.82582829 -0.581720776 0.264919850 -0.908659825
#> [108,] -0.567116305 -0.26269114 -0.170906005 -0.070965116 -0.545905745
#> [109,] 1.158254625 1.43313780 1.372502265 0.212232013 0.302938803
#> [110,] 2.163391454 2.11660340 1.643525899 -0.049560682 1.485517105
#> [111,] 0.360526982 0.71598024 1.232711128 0.528359040 0.375489619
#> [112,] -0.110132327 1.18927215 1.209888085 -0.013337793 0.114306681
#> [113,] 0.991871431 1.03525173 1.070096948 0.049229014 0.404509946
#> [114,] -0.056570614 -0.07177000 -0.333520185 -0.550095142 -0.567670990
#> [115,] 0.866514230 0.94540649 2.025811866 -0.003458824 2.058668552
#> [116,] 2.605560490 2.47919313 2.139927080 -0.436486992 0.854325005
#> [117,] 1.725780862 1.40746773 1.178506402 -0.844817735 0.484315843
#> [118,] -0.428083773 -0.88839908 -0.627366861 -0.393678123 -0.632966724
#> [119,] -0.389337002 -0.10064883 -0.439076758 -0.260312034 0.070776192
#> [120,] -0.596746189 -0.62046773 -0.764305118 1.417466305 -0.669242132
#> [121,] 0.962241547 -0.08620942 0.259878928 -0.479295860 0.419020109
#> [122,] -0.951165185 -0.81299325 -0.564603494 -0.937021452 -0.894149662
#> [123,] -0.505577316 -0.21776852 -0.399136433 -0.828352786 -1.104547028
#> [124,] -0.522671479 0.09027231 0.225644364 -0.258665539 -1.155332600
#> [125,] 0.200981454 1.56469691 1.249828410 0.218817992 -0.545905745
#> [126,] 0.002689154 1.39944584 1.643525899 0.920224834 0.658437802
#> [127,] 3.241463383 2.96532006 3.067113195 -0.092369550 2.182004939
#> [128,] 0.296708771 0.75769411 0.590813049 -0.872808149 -0.241192317
#> [129,] 0.831186291 0.92936270 0.005972577 -0.480942355 -0.393549031
#> [130,] 0.663663486 0.53308100 0.020236979 0.299496244 -1.198863089
#> [131,] 0.811812906 0.27156717 -0.493281485 -0.357455235 -0.233937236
#> [132,] -0.356288285 -0.16161525 -0.036820628 -0.566560092 -0.785323438
#> [133,] 0.676199206 0.43681824 0.105823389 0.021238600 0.070776192
#> [134,] 0.842582400 0.62132186 0.354023980 -0.054500167 -0.190406746
#> [135,] 0.528049787 0.19937010 -0.022556227 -0.370627194 -0.531395582
#> [136,] 0.337734764 0.72239776 0.995922059 -0.594550505 0.585886986
#> [137,] -0.495320817 0.54912479 0.393964305 0.009713136 -0.219427072
#> [138,] -0.188765480 0.14802996 0.074441705 -0.663703293 0.186857497
#> [139,] 0.038017092 0.06620662 -0.056790791 -0.966658361 0.230387987
#> V51 V52 V53 V54 V55
#> [1,] 0.63995823 -1.067309454 -0.60176587 0.598345847 -0.317699864
#> [2,] -0.27559571 -0.497823778 -0.25695464 -0.880884737 -0.003290096
#> [3,] -1.06280097 0.980840785 0.84931469 -0.254543859 1.225766272
#> [4,] 0.71696744 -0.128157637 -1.01841276 0.478408232 -0.131912274
#> [5,] -0.45528387 -0.887471872 -1.33448971 -1.014148754 -1.160889698
#> [6,] -0.90022597 -0.527796708 0.18842652 -0.920863942 0.382576438
#> [7,] -0.33549176 -0.437877917 1.66824134 0.864873880 -0.146203627
#> [8,] -0.81466018 -0.717625267 0.18842652 -0.827579130 -0.546361514
#> [9,] 0.14367666 0.421346085 0.28899645 -0.347828671 0.053875317
#> [10,] 0.25491218 -0.747598197 -0.17075184 1.064769905 -0.203369039
#> [11,] -0.02745492 -1.027345547 0.66254194 -0.574377499 1.683089572
#> [12,] 2.29993455 2.119812137 0.73437761 0.531713839 0.211080201
#> [13,] 1.73520034 1.969947485 0.34646499 0.078616182 0.196788848
#> [14,] -0.03601150 -0.417895964 -1.03277989 -0.214564654 0.382576438
#> [15,] -0.42961413 0.591192690 0.15969225 -0.667662310 -0.746440458
#> [16,] 2.04323718 0.391373155 0.60507341 0.011984174 1.540176041
#> [17,] 0.10945034 -0.987381640 -0.78853861 -0.414460679 -0.231951746
#> [18,] -0.72909439 -0.258040335 -0.52993019 -0.680988712 -0.917936695
#> [19,] 0.09233718 -0.317986196 0.21716078 -0.934190344 -0.274825805
#> [20,] -0.33549176 -0.457859871 -0.04144763 -1.040801557 -0.089038214
#> [21,] -0.56651939 -0.957408710 -0.15638471 0.371797019 1.368679804
#> [22,] -0.86599966 1.020804692 0.10222371 0.291838609 0.325411026
#> [23,] 0.88809902 0.231517527 -0.47246166 2.090902833 1.554467394
#> [24,] 0.45171350 0.701093435 1.56767140 0.278512207 -0.560652867
#> [25,] -0.58363255 -0.467850848 -1.07588129 0.211880199 1.340097097
#> [26,] 1.28170165 2.519451208 0.57633914 -1.280676787 0.082458023
#> [27,] -0.07023782 -0.088193730 0.38956639 -1.174065573 -0.803605870
#> [28,] 1.22180560 -0.218076428 0.07348944 -0.161259047 -0.975102108
#> [29,] 0.35759113 0.391373155 0.80621329 -0.787599925 -0.703566398
#> [30,] -1.15692334 -0.647688430 -0.61613300 0.198553797 0.282536967
#> [31,] -0.89166939 -0.437877917 -0.93220995 0.518387437 0.168206142
#> [32,] 1.29881481 0.781021249 -0.22822038 -0.774273524 -0.117620921
#> [33,] -0.78043387 -0.717625267 0.31773072 0.931505889 -0.360573924
#> [34,] -0.74620755 0.331427294 0.28899645 0.318491412 -0.060455508
#> [35,] -0.78043387 -1.257138013 -0.88910855 -1.200718377 -1.260929170
#> [36,] -1.12269703 -0.407904987 0.15969225 -0.027995031 -0.003290096
#> [37,] -0.75476413 -1.087291408 -0.05581477 -0.534398294 0.411159145
#> [38,] -0.41250097 -0.717625267 -1.13334983 -0.987495950 -0.274825805
#> [39,] -0.69486808 -0.687652337 -0.50119593 -0.081300637 -0.617818280
#> [40,] -1.07135755 -0.577751592 -0.88910855 -0.774273524 -0.274825805
#> [41,] -0.93445229 -0.847507965 -0.94657709 -1.040801557 -1.160889698
#> [42,] -1.19114966 -0.817535035 -0.83164001 -0.241217457 0.568364029
#> [43,] -1.18259308 -0.927435779 -0.47246166 -1.120759967 -0.632109633
#> [44,] -0.55796282 -0.557769639 -0.94657709 -1.347308795 -1.189472404
#> [45,] -1.13125360 -0.967399686 -0.32879032 -0.161259047 0.025292611
#> [46,] -0.94300887 -0.617715499 -0.75980434 -1.227371180 -1.118015639
#> [47,] 0.81108981 -0.907453826 -0.84600715 -0.507745491 0.425450498
#> [48,] -0.59218913 -0.917444802 0.97861890 0.758262667 -0.217660392
#> [49,] -0.48951018 -0.957408710 1.15102451 0.558366642 -0.374865277
#> [50,] -0.84888650 -0.427886941 0.76311188 0.611672249 -0.189077686
#> [51,] -0.66919834 -0.148139591 -0.74543721 -1.054127958 -0.832188576
#> [52,] -0.14724703 -0.597733546 -0.63050013 -0.441113482 -0.103329567
#> [53,] -0.28415229 -0.567760615 -1.20518550 0.038636977 -0.589235573
#> [54,] 0.26346876 -0.068211777 -0.37189172 -0.627683105 -0.732149105
#> [55,] -1.06280097 0.161580689 0.05912231 -1.094107163 -0.846479930
#> [56,] -0.02745492 -0.278022289 -0.14201757 -1.227371180 -0.603526927
#> [57,] 0.03244113 -1.047327501 -0.41499312 -0.001342228 -0.160494980
#> [58,] -0.36116150 -0.697643313 -1.21955264 0.105268986 0.811317032
#> [59,] -0.30126545 -0.038238846 -0.48682879 -0.494419089 -0.274825805
#> [60,] -0.53229308 -1.027345547 -0.05581477 -0.481092687 -0.246243099
#> [61,] -0.54940624 -0.877480895 -0.90347568 -0.481092687 0.111040729
#> [62,] -0.12157729 -0.407904987 -1.06151416 -0.014668629 -0.917936695
#> [63,] -0.24992597 0.381382178 0.44703493 -0.467766286 -0.817897223
#> [64,] 0.72552402 -0.507814755 -1.00404562 -0.254543859 0.153914789
#> [65,] -0.61785887 0.441328039 -0.48682879 -0.467766286 -0.803605870
#> [66,] -0.21569966 -0.158130568 0.18842652 -0.840905532 -0.346282570
#> [67,] -0.30982203 -0.667670383 -1.07588129 -0.067974236 0.997104622
#> [68,] -0.69486808 0.890921994 2.12798963 0.411776224 1.983207988
#> [69,] 0.94799508 -0.527796708 0.31773072 0.624998650 -0.446322042
#> [70,] -0.01034176 2.279667765 1.48146859 0.531713839 1.225766272
#> [71,] 0.85387271 -0.447868894 2.22855957 -0.081300637 0.625529441
#> [72,] 0.49449639 1.969947485 0.05912231 -0.347828671 0.911356504
#> [73,] -0.17291676 -0.627706476 -0.35752458 1.571173168 1.483010628
#> [74,] -0.80610360 1.870037717 1.17975877 0.305165011 2.612027525
#> [75,] -0.20714308 -0.557769639 0.96425176 0.824894675 -0.803605870
#> [76,] -1.26815887 0.081652875 1.03608743 -0.467766286 -0.489196102
#> [77,] -1.10558387 -1.207183129 -1.46379392 1.504541160 1.640215513
#> [78,] 1.21324902 1.100732506 1.32343012 1.904333210 -0.174786333
#> [79,] -0.17291676 -0.138148614 -0.93220995 1.651131578 0.496907263
#> [80,] -0.41250097 0.131607759 0.90678322 0.585019445 -0.689275045
#> [81,] 0.55439244 -0.887471872 0.41830066 -0.014668629 -0.589235573
#> [82,] 0.79397665 -0.188103498 1.19412591 -0.787599925 0.025292611
#> [83,] -0.24992597 0.391373155 0.40393353 -0.001342228 -0.460613395
#> [84,] 0.34047797 0.551228783 1.39526579 -0.387807876 -0.732149105
#> [85,] -0.04456808 1.210633250 -0.51556306 1.984291620 -0.217660392
#> [86,] 0.01532797 0.381382178 1.20849304 1.944312415 0.654112148
#> [87,] 0.50305297 0.191553619 0.20279365 -0.241217457 1.454427922
#> [88,] 1.67530428 -0.158130568 -0.63050013 1.637805176 -0.889353989
#> [89,] 0.11800692 -0.158130568 0.31773072 3.063730154 -0.417739336
#> [90,] 0.77686350 1.400461809 1.40963292 0.358470617 1.297223038
#> [91,] 0.60573192 -0.347959126 -0.60176587 -0.387807876 1.025687329
#> [92,] 0.41748718 -0.607724522 -0.37189172 2.517347686 1.368679804
#> [93,] 0.30625166 1.640245252 4.06755275 2.397410071 1.154309507
#> [94,] 0.12656350 0.461309992 0.04475517 1.597825971 2.597736172
#> [95,] 2.76198981 1.000822738 0.97861890 3.170341367 0.911356504
#> [96,] -0.14724703 3.208828605 1.52457000 -0.427787081 0.425450498
#> [97,] 0.43460034 0.421346085 1.29469585 1.277992332 0.668403501
#> [98,] 1.90633192 2.049875299 0.60507341 2.943792539 4.026871483
#> [99,] 1.58118192 3.248792512 2.44406658 0.771589069 -0.103329567
#> [100,] 7.24563717 5.746536706 3.01875195 2.597306096 2.254743697
#> [101,] 0.73408060 0.761039296 3.65090586 1.664457980 5.041557555
#> [102,] 0.11800692 -1.007363593 -0.81727288 1.011464299 0.125332082
#> [103,] -0.20714308 -0.377932057 -1.33448971 -0.867558335 -0.789314517
#> [104,] -0.05312466 -0.088193730 -1.01841276 0.118595387 -0.732149105
#> [105,] -0.39538782 0.341418271 -0.30005605 -0.920863942 -0.460613395
#> [106,] -0.73765097 -0.298004242 -0.64486727 -1.174065573 -0.989393461
#> [107,] -1.01146150 -0.807544058 -1.11898270 -1.254023983 -1.160889698
#> [108,] 0.14367666 -0.168121544 -1.20518550 -0.894211139 -0.646400986
#> [109,] -0.24136940 -0.387923033 0.27462932 -0.601030302 -0.789314517
#> [110,] 0.81964639 -0.028247870 -0.83164001 -0.134606244 0.111040729
#> [111,] -0.66919834 0.301454364 0.18842652 -0.014668629 -1.046558873
#> [112,] 0.48593981 0.870940040 0.64817481 -0.414460679 -0.517778808
#> [113,] -0.30982203 -0.427886941 -0.64486727 -1.267350385 -0.703566398
#> [114,] -0.55796282 -0.557769639 -0.51556306 -0.441113482 -0.860771283
#> [115,] -1.11414045 -0.567760615 -1.16208410 -1.107433565 -0.160494980
#> [116,] 0.20357271 0.830976133 -0.98967849 -1.267350385 -0.417739336
#> [117,] 0.10089376 -0.527796708 -0.96094422 -1.187391975 -0.832188576
#> [118,] -0.96012203 -0.258040335 -0.45809452 -0.334502269 -0.832188576
#> [119,] -0.60930229 -0.108175684 -0.67360154 0.971485094 0.239662907
#> [120,] -0.30126545 -0.118166661 0.10222371 -0.214564654 -0.960810755
#> [121,] -0.27559571 -0.937426756 0.41830066 0.305165011 1.111435447
#> [122,] -0.02745492 -0.857498942 -1.17645123 -0.361155072 -0.317699864
#> [123,] -0.56651939 0.001725061 -0.14201757 -0.960843147 -0.517778808
#> [124,] -0.33549176 0.121616782 -0.96094422 -0.001342228 -0.889353989
#> [125,] 1.30737139 1.030795668 -0.41499312 0.398449822 1.082852741
#> [126,] 1.61540823 0.331427294 1.32343012 0.411776224 -0.189077686
#> [127,] -0.88311282 -0.557769639 1.35216438 -0.134606244 -0.789314517
#> [128,] 0.35759113 -0.377932057 -0.05581477 -0.281196662 -0.989393461
#> [129,] 0.27202534 0.161580689 -0.67360154 -0.427787081 -0.046164155
#> [130,] 0.23779902 -0.617715499 -0.74543721 -0.534398294 -0.374865277
#> [131,] 0.44315692 0.001725061 -0.18511897 -0.894211139 -0.703566398
#> [132,] -0.58363255 -0.507814755 -0.38625885 -1.174065573 -0.217660392
#> [133,] 0.40037402 -0.098184707 -0.19948611 -0.561051097 -1.075141579
#> [134,] -0.17291676 0.161580689 -0.44372739 -1.094107163 -0.817897223
#> [135,] -0.23281282 -0.138148614 -0.97531135 -0.814252729 -0.460613395
#> [136,] 0.39181745 -0.178112521 -0.12765044 1.131401913 -0.875062636
#> [137,] -0.90878255 -0.727616244 -0.19948611 0.278512207 -0.446322042
#> [138,] -0.01889834 0.261490457 -1.11898270 -0.840905532 -0.460613395
#> [139,] -0.98579176 -0.477841824 -0.87474141 0.158574592 -0.832188576
#> V56 V57 V58 V59 V6
#> [1,] 1.38247793 1.568886481 0.124254227 0.1377831255 -0.13162375
#> [2,] 1.78593750 0.910297668 -0.459800665 -0.4435031915 2.50635340
#> [3,] 2.67691072 3.808088447 1.459236838 0.2142681672 2.00584803
#> [4,] -0.19773873 -0.571527163 -0.543237079 -0.6270672915 -1.15245649
#> [5,] 0.07123432 -0.456274120 -0.826920884 -0.4588001998 -0.12501642
#> [6,] 0.20572084 0.004738049 -0.493175231 -0.5046912248 -0.23734106
#> [7,] -0.28179281 -0.867892129 -0.693422622 -0.3823151581 -0.65195112
#> [8,] 0.13847758 -0.703244926 -1.227415667 -0.4282061831 -1.29121045
#> [9,] -1.10552277 -0.423344680 -0.309615122 -0.3364241331 -0.85843023
#> [10,] 1.13031570 1.206662634 -0.393051535 1.6521869512 0.86443149
#> [11,] -0.14730628 1.107874312 -0.459800665 1.8204540429 2.02897369
#> [12,] -0.61800912 0.169385252 -1.027168275 -0.1222660163 0.19709100
#> [13,] -1.02146869 -0.653850765 -0.660048057 0.4743173090 -0.42399817
#> [14,] -1.32406337 1.585351202 0.291127053 0.5355053423 2.46670941
#> [15,] -0.51714422 -0.587991883 0.090879662 -0.8106313916 3.31079603
#> [16,] 0.91177509 -0.917286290 1.392487707 0.3825352589 0.01869304
#> [17,] -0.16411710 0.334032456 1.392487707 0.2142681672 -0.41243534
#> [18,] -1.24000929 -1.279510137 -0.876982731 -0.3670181498 -1.51090423
#> [19,] 0.65961286 0.235244134 -0.326302404 -0.7494433583 -0.89146689
#> [20,] -0.63481993 0.531609100 -0.943731862 0.1530801338 -1.42831258
#> [21,] 0.92858591 0.235244134 0.257752488 -0.4435031915 -0.45703483
#> [22,] -0.41627933 -0.439809400 -0.760171753 -0.1375630246 -0.51815265
#> [23,] 0.07123432 0.169385252 0.307814336 -0.9177104500 -0.81713441
#> [24,] -0.19773873 -0.077585553 0.474687162 -0.3364241331 -0.64038829
#> [25,] 0.27296410 2.375657778 1.759607925 -0.5352852415 -1.42996441
#> [26,] 0.18891003 -0.126979714 1.726233360 0.4284262840 0.60509373
#> [27,] -1.12233358 0.465750219 -0.309615122 -0.5199882332 -0.94762921
#> [28,] 0.20572084 0.218779413 -0.559924361 -0.1528600330 -0.44712384
#> [29,] -0.28179281 -0.719709646 -0.409738818 1.7286719929 -0.70811343
#> [30,] -0.51714422 0.070596930 -0.443113383 -0.3517211414 -1.00379152
#> [31,] -1.08871195 0.334032456 -0.459800665 -0.1681570413 -1.03682818
#> [32,] 0.12166677 -0.242232756 0.658247271 -0.3211271247 0.17561717
#> [33,] 1.90361321 1.881716168 0.424625314 -0.1681570413 1.24104939
#> [34,] -0.56757667 -0.917286290 0.758370967 -0.3823151581 1.13037659
#> [35,] -0.19773873 0.185849973 -0.376364252 0.0612980838 -0.54953748
#> [36,] 0.92858591 -0.209303315 -0.910357297 -0.3976121664 -0.62056629
#> [37,] -0.26498199 -0.143444434 -0.059305882 -0.7800373749 1.35007037
#> [38,] -0.76930646 -0.522133002 -1.060542840 -0.4435031915 -0.49337516
#> [39,] 0.28977492 -0.719709646 -0.359676970 -0.4740972081 -0.74940926
#> [40,] -0.80292809 -0.653850765 -0.793546318 -1.1165715584 -1.41674975
#> [41,] -0.65163075 -0.785568527 -1.093917406 -0.7188493416 -1.11446433
#> [42,] 0.62599123 -0.620921324 -0.977106427 -1.1471655751 -0.06555043
#> [43,] -0.61800912 -1.114862934 -0.593298927 0.0765950921 -0.61065529
#> [44,] -0.66844156 -0.752639087 -0.910357297 -0.8871164333 -0.47520499
#> [45,] -1.02146869 -0.785568527 -0.810233601 -0.7800373749 -0.22577823
#> [46,] -0.93741461 -0.439809400 -0.443113383 -0.8718194250 -0.48676782
#> [47,] 0.34020737 -0.505668282 -0.743484470 -0.1222660163 -0.42895367
#> [48,] -0.58438749 0.449285498 1.709546077 3.2583728269 -1.18053765
#> [49,] 0.20572084 -0.192838595 0.074192379 0.0765950921 -1.03682818
#> [50,] -0.24817118 0.827974066 -0.159429578 -0.0457809746 0.45642876
#> [51,] -1.35768500 -1.098398214 -0.459800665 -0.8718194250 0.21691299
#> [52,] -0.68525238 -0.933751010 -0.960419145 -0.4893942165 -0.74775742
#> [53,] -0.13049547 -0.143444434 -0.342989687 -0.3976121664 -0.33479920
#> [54,] -0.33222525 -0.587991883 -0.376364252 -0.1222660163 0.76532152
#> [55,] 1.41609956 0.860903507 -1.027168275 -0.1834540497 -0.43225734
#> [56,] -0.21454954 -0.472738841 -0.643360774 -0.5811762665 -0.33975470
#> [57,] -0.44990096 -1.345369019 -0.893670014 -0.8412254083 -0.29515521
#> [58,] -0.48352259 -0.966680451 -0.793546318 0.3519412423 0.63813038
#> [59,] -0.41627933 -0.077585553 -0.960419145 -0.4282061831 -0.09363159
#> [60,] 0.15528840 -0.884356849 -0.776859036 -1.0400865167 0.16240251
#> [61,] -0.33222525 -0.390415239 -0.242865991 -0.5811762665 0.94041581
#> [62,] -0.46671178 0.087061651 -0.326302404 -0.1987510580 -0.95423654
#> [63,] -0.56757667 2.853134668 0.424625314 -0.6729583166 -0.87825222
#> [64,] -0.92060380 0.778579905 -0.142742295 0.4131292756 -0.38270235
#> [65,] 0.52512634 -0.851427409 -0.626673492 0.0001100504 4.55462620
#> [66,] -1.17276603 -0.818497968 -1.143979254 -0.5658792582 -0.60239613
#> [67,] 1.11350488 -0.242232756 0.140941509 0.5508023507 -0.29019971
#> [68,] -0.73568483 -1.098398214 -0.476487948 0.1224861171 -0.97901403
#> [69,] 0.57555878 1.799392566 1.058742055 3.8396591439 1.39136619
#> [70,] -1.20638766 0.350497176 0.841807380 1.4839198594 1.19810174
#> [71,] 1.71869424 2.392122498 -0.326302404 0.4896143173 0.20535016
#> [72,] 0.62599123 -0.769103807 0.407938032 2.2487702765 -0.83365274
#> [73,] -0.18092791 -0.818497968 0.391250749 -0.5046912248 -0.98066586
#> [74,] 1.13031570 -0.538597722 0.741683684 0.6578814091 -0.80722341
#> [75,] 0.74366694 -0.308091637 -0.543237079 0.8108514925 -0.51154532
#> [76,] 0.77728857 0.070596930 0.124254227 0.4896143173 0.75706235
#> [77,] -0.06325221 0.531609100 0.624872706 0.4743173090 -0.48346416
#> [78,] 1.11350488 1.420703998 1.158865750 0.8108514925 1.95133754
#> [79,] -0.01281976 2.194545854 4.079140212 1.1167916593 0.70585553
#> [80,] -0.19773873 -0.505668282 -0.726797188 -0.5505822498 1.00318546
#> [81,] 1.34885630 0.926762388 0.007443248 2.5241164266 0.24664599
#> [82,] -0.58438749 -0.308091637 0.624872706 -0.1222660163 1.40458085
#> [83,] 1.21436977 0.054132210 -0.676735340 -0.4282061831 -0.23899289
#> [84,] 0.12166677 0.877368227 0.291127053 0.3672382506 0.31437113
#> [85,] 0.44107226 0.366961896 -0.142742295 0.2448621839 0.74219586
#> [86,] 0.67642368 0.515144380 0.274439771 -1.0553835251 0.96684513
#> [87,] -0.71887401 -0.308091637 0.374563466 0.0307040671 1.21462007
#> [88,] 0.03761269 0.646862142 0.608185423 0.2601591922 0.58857540
#> [89,] -0.29860362 -1.032539332 0.040817814 0.9944155925 0.59848639
#> [90,] -0.50033341 -0.653850765 0.641559989 1.0861976426 2.55260472
#> [91,] 0.42426144 1.733533685 1.075429337 -0.1987510580 0.33254130
#> [92,] 2.13896463 0.679791583 2.076666295 1.9734241263 0.23343132
#> [93,] 2.76096480 0.926762388 -0.059305882 -0.8565224166 -1.38701676
#> [94,] -0.88698216 -0.011726671 0.758370967 0.0154070588 0.09798102
#> [95,] 4.05539759 1.914645608 1.525985968 2.5088194183 0.26646798
#> [96,] 1.38247793 0.301103015 2.143415426 1.4839198594 1.09899176
#> [97,] -0.60119830 -0.950215731 1.425862273 -0.3364241331 -1.30277328
#> [98,] 1.50015364 0.778579905 0.441312597 4.3291634108 -0.07215777
#> [99,] -0.65163075 1.947575049 0.891869228 0.5202083340 -0.72132810
#> [100,] 0.03761269 1.519492320 2.293600970 2.2334732681 0.43330310
#> [101,] 5.19853305 4.450212541 6.064926846 2.4782254016 0.31602297
#> [102,] 0.60918041 -0.703244926 0.224377923 -0.1681570413 -1.22513713
#> [103,] -0.93741461 -0.110514993 -0.493175231 -0.9177104500 -0.49502699
#> [104,] 0.49150471 -0.538597722 0.241065205 -1.1165715584 -1.56871838
#> [105,] -0.33222525 -0.900821570 -0.176116861 -0.7953343833 -0.96579937
#> [106,] -0.39946852 -0.769103807 0.407938032 -0.0457809746 0.74219586
#> [107,] -0.93741461 -1.065468773 -0.242865991 -0.8412254083 0.33254130
#> [108,] -0.90379298 -0.999609892 -0.626673492 -0.4588001998 0.82148384
#> [109,] -0.28179281 -0.406879959 -0.526549796 -1.2083536085 0.35071146
#> [110,] 0.12166677 -0.028191392 -0.943731862 -0.5046912248 -0.38435418
#> [111,] 0.20572084 -0.209303315 -0.276240556 -0.9788984834 -0.07711326
#> [112,] -1.03827950 -0.456274120 -0.409738818 -0.8259284000 0.09137369
#> [113,] -0.09687384 -0.884356849 -0.226178709 -0.5046912248 0.30446014
#> [114,] -0.34903607 -0.785568527 -0.676735340 -1.0553835251 -0.33149553
#> [115,] -1.08871195 -0.011726671 0.524749010 0.0307040671 0.62491572
#> [116,] 0.79409939 0.383426617 -0.443113383 0.0612980838 -1.12437533
#> [117,] -0.44990096 -0.291626917 -0.693422622 -0.5811762665 -1.34241727
#> [118,] -0.93741461 -1.180721815 -1.110604688 -0.7494433583 -0.41078351
#> [119,] 0.69323449 -0.061120832 1.309051294 1.2085737093 -0.42565001
#> [120,] -1.00465787 -0.966680451 -0.443113383 -0.1222660163 -0.29515521
#> [121,] 0.79409939 0.416356058 0.758370967 0.5049113257 -0.62056629
#> [122,] 0.17209921 0.021202769 0.140941509 -0.6270672915 0.32097847
#> [123,] -0.21454954 -0.719709646 -0.526549796 -0.5199882332 -0.72132810
#> [124,] -0.38265770 0.268173574 -0.142742295 -0.4282061831 0.57866440
#> [125,] -1.22319847 0.399891337 -0.676735340 -0.5811762665 -0.22082273
#> [126,] -0.66844156 -0.686780205 -0.826920884 -0.3976121664 1.71347361
#> [127,] -0.90379298 -0.373950519 0.174316075 -0.1681570413 0.84791316
#> [128,] -0.68525238 -1.049004053 -0.126055013 -0.3211271247 -0.36453219
#> [129,] -0.78611727 -0.472738841 -0.342989687 -0.5046912248 -0.47355316
#> [130,] -0.01281976 -0.785568527 -0.876982731 -0.7188493416 0.13266951
#> [131,] -0.71887401 -0.933751010 -0.676735340 -1.0400865167 -0.31662904
#> [132,] -0.71887401 -0.225768036 -0.543237079 -0.9024134417 -0.94928104
#> [133,] -0.97103624 -0.505668282 -0.993793710 -0.8718194250 -0.46033850
#> [134,] -0.23136036 -0.736174366 -1.127291971 -1.0094925001 0.45477693
#> [135,] -0.65163075 -0.653850765 -0.910357297 -1.1624625835 0.04181871
#> [136,] 0.27296410 -0.324556358 0.641559989 1.7133749846 0.93215664
#> [137,] -0.36584688 -0.834962688 -0.743484470 -0.2905331080 -0.17787507
#> [138,] 0.07123432 0.910297668 1.025367489 -0.0610779829 0.17396534
#> [139,] -0.83654972 -0.834962688 0.040817814 -0.6882553249 0.47625076
#> V60 V7 V8 V9
#> [1,] -0.63514398 0.447659167 0.232686281 0.953627783
#> [2,] -0.41083313 1.398017926 2.248452198 1.127489439
#> [3,] 0.22471429 1.821597600 2.559394813 2.851617529
#> [4,] 0.95372456 -0.231608601 -0.115783891 -0.961138088
#> [5,] -0.07436685 -0.072958759 0.481440373 0.188026455
#> [6,] -0.24259999 -0.340969171 -0.826663042 -0.300006264
#> [7,] -0.48560341 -0.296300769 -0.736596905 -0.683569479
#> [8,] -0.56037370 -1.312891986 -1.192288668 -1.170839647
#> [9,] -0.63514398 -1.109573743 -0.456748552 -0.647729577
#> [10,] 0.67333600 0.221236578 -0.425654290 -0.688907337
#> [11,] 0.13125143 1.428823721 0.695883555 -0.304581571
#> [12,] 0.01909601 0.669460887 0.168353326 -0.299243713
#> [13,] 0.16863658 -1.047962154 -1.249116112 -0.626378145
#> [14,] -0.05567428 2.616387097 2.922876008 2.382648588
#> [15,] -0.72860684 2.710344770 1.048642591 1.503427142
#> [16,] 1.27149827 1.716857899 1.073303557 -1.359952326
#> [17,] -1.02768797 -0.393339022 -1.146183384 -0.855906033
#> [18,] -0.41083313 -1.089549976 -1.258766055 -1.032055343
#> [19,] -0.87814741 -0.863127387 -0.805218723 -0.941311759
#> [20,] -0.14913713 -1.439195743 -0.785918837 0.028653270
#> [21,] 0.16863658 0.295170485 0.071853894 -0.052939700
#> [22,] -0.39214056 -1.285166771 -1.206227475 -0.889458283
#> [23,] -0.24259999 -0.376395835 -0.767691167 -0.890220834
#> [24,] 0.72941371 0.640195382 0.113670314 -0.674418866
#> [25,] -0.52298855 -0.411822498 -0.394560029 0.127022365
#> [26,] 0.07517372 0.147302671 0.704461283 -0.219175845
#> [27,] 0.09386629 -1.872017156 -1.057189463 -0.813965721
#> [28,] 0.78549142 -0.428765685 -0.548959120 -0.850568175
#> [29,] 0.72941371 -1.272844453 -0.272327414 0.040091537
#> [30,] -0.76599198 -1.198910547 -1.422815090 -1.093059433
#> [31,] 0.26209943 0.077989634 0.006448723 -0.887170629
#> [32,] 0.82287657 0.310573382 -0.799857644 -0.852855829
#> [33,] -0.20521485 -0.108385423 -0.385982301 -0.972576355
#> [34,] -0.85945483 -0.505780171 -0.033223266 -0.202399720
#> [35,] -0.11175199 -0.627463059 -0.378476790 -0.659930394
#> [36,] 1.04718742 -0.535045676 0.075070542 -0.852855829
#> [37,] 1.34626856 0.267445269 0.067565030 -1.045781263
#> [38,] -0.80337712 -0.735283340 -0.797713212 -0.863531544
#> [39,] 0.39294743 -0.544287414 -0.296988380 -0.675181417
#> [40,] -0.89683998 -0.550448573 -0.587558893 -0.399137910
#> [41,] -0.61645141 -0.602818424 -0.502853836 -0.693482644
#> [42,] -0.80337712 -0.168456722 -0.543598041 -0.532584357
#> [43,] -0.14913713 -0.578173788 -0.823446394 -0.462429654
#> [44,] -0.93422512 -0.488836984 -0.474976222 -0.112418688
#> [45,] -0.67252912 -0.334808012 -0.537164745 -0.200112067
#> [46,] -0.67252912 -1.154242145 -0.512503779 -0.479968329
#> [47,] -0.05567428 -0.843103621 -0.692636053 -1.327925179
#> [48,] -0.05567428 -1.365261837 -0.910295883 -1.220405470
#> [49,] 0.54248800 -1.397607921 -0.647602984 -0.773550512
#> [50,] 0.03778858 -0.134570348 -0.773052246 -1.298948236
#> [51,] -0.93422512 -0.008266591 -0.383837869 -0.472342818
#> [52,] -0.80337712 -0.980189406 -0.941390144 -0.662980599
#> [53,] -0.50429598 -0.376395835 -0.771980030 -0.699583053
#> [54,] -0.22390742 -0.145352376 -0.832024121 -0.412863831
#> [55,] -0.27998513 -0.173077591 -0.167250255 -0.475393023
#> [56,] -0.67252912 0.754176822 -0.035367698 -0.606551816
#> [57,] -0.72860684 -0.359452648 -0.954256735 -1.057219530
#> [58,] 1.81358283 1.482733861 -0.210138891 -0.845230317
#> [59,] -0.87814741 0.583204663 0.736627760 0.638694169
#> [60,] 0.05648115 0.230478316 -0.402065540 -0.542497521
#> [61,] -0.24259999 -0.556609732 -0.607930995 -0.060565212
#> [62,] -0.78468455 0.270525849 0.630478385 0.011114594
#> [63,] -0.54168113 1.373373290 1.850660094 0.746213877
#> [64,] 0.44902514 -0.880070574 0.662644862 0.775953371
#> [65,] -0.24259999 3.820893660 2.357818221 1.197644142
#> [66,] 0.20602172 0.022539204 -0.325938210 -0.255778299
#> [67,] -0.18652227 0.846594205 0.382796509 -0.198586965
#> [68,] 0.35556229 -1.366802126 -0.689419405 -0.351097190
#> [69,] 6.97273246 1.491975599 -0.660469575 -0.467004960
#> [70,] 3.08467767 0.931310140 -1.424959521 0.053817457
#> [71,] 1.21542056 -0.561230601 -0.511431563 0.189551557
#> [72,] 1.08457256 -0.641325667 -0.763402303 -0.370923519
#> [73,] -0.87814741 -0.296300769 0.004304291 -0.961138088
#> [74,] -0.20521485 -0.898554051 -0.771980030 -0.303819020
#> [75,] 0.48641029 -1.346778360 -0.453531904 -0.999265644
#> [76,] -0.31737027 0.453820326 -1.064694975 -0.951987475
#> [77,] 0.63595085 -0.608979583 -1.004650883 -0.582912731
#> [78,] -0.18652227 -0.972487957 0.968226397 -0.692720093
#> [79,] -0.24259999 0.367564101 -0.657252927 -0.524196295
#> [80,] 0.24340686 -0.145352376 -0.306638324 -0.372448621
#> [81,] 2.46782282 1.160813309 0.141547928 -0.793376841
#> [82,] -0.61645141 0.155004120 0.245552872 -0.118519097
#> [83,] -0.67252912 0.184269624 -0.328082642 -0.233664317
#> [84,] 0.50510286 0.114956587 0.214458610 0.120921956
#> [85,] 0.01909601 1.364131552 1.317768785 0.742401121
#> [86,] -0.56037370 0.536995971 0.784877476 1.095462291
#> [87,] 1.08457256 1.028348393 0.548989975 0.840007665
#> [88,] 1.12195770 1.268633589 1.447506911 0.923888289
#> [89,] -0.27998513 0.808086962 0.833127192 -0.174185329
#> [90,] 0.63595085 1.251690402 0.304524747 -0.043789087
#> [91,] 0.37425486 1.800033544 1.369235149 1.896903522
#> [92,] -0.46691084 -0.468813218 3.044036406 2.962949993
#> [93,] 0.65464343 -0.735283340 1.387462820 2.901945903
#> [94,] 1.43973141 3.193995743 3.437539646 2.796713848
#> [95,] 1.64534969 1.920176142 3.411806464 3.605780590
#> [96,] 2.26220454 1.077637664 3.085852827 3.789555410
#> [97,] -0.84076226 -1.046421864 0.721616737 1.546892557
#> [98,] 2.65474854 -1.092630556 -1.013228611 0.329860964
#> [99,] -0.95291769 -1.722609052 -0.612219859 -0.074291132
#> [100,] 0.74810628 -0.401040470 0.432118441 -0.502844863
#> [101,] 0.59856571 0.845053916 -0.423509858 0.458732103
#> [102,] 0.61725828 -0.508860751 -0.336660369 -0.232901765
#> [103,] -1.02768797 0.322895700 0.049337360 0.027128168
#> [104,] 0.48641029 -1.579362108 -0.620797586 0.386289747
#> [105,] -0.24259999 -0.779951742 -1.126883498 -0.373211172
#> [106,] -1.12115083 0.655598280 0.138331280 -0.103268074
#> [107,] -0.26129256 0.506190177 0.582228669 0.383239542
#> [108,] -0.95291769 0.415313083 -0.190839005 -0.146733488
#> [109,] -0.69122169 0.655598280 -0.011778947 0.811030722
#> [110,] -0.56037370 -0.025209778 -0.092195141 0.172775432
#> [111,] -0.56037370 0.550858579 0.788094124 0.917025329
#> [112,] -0.84076226 0.014837755 0.357063327 0.926938493
#> [113,] -0.29867770 0.073368764 0.369929918 0.713424179
#> [114,] -0.54168113 -0.102224264 -0.412787699 0.089657360
#> [115,] -0.61645141 0.367564101 0.107237019 0.445006183
#> [116,] -0.41083313 -0.981729696 -0.286266221 -0.473867920
#> [117,] -0.61645141 -1.493105884 -1.344543328 -1.044256161
#> [118,] -0.35475541 -0.374855545 -1.350976623 -0.526483948
#> [119,] 0.35556229 1.296358804 2.231296744 2.606076067
#> [120,] -0.82206969 -1.004834042 -0.335588153 1.003956157
#> [121,] 0.03778858 -1.035639836 -0.301277244 0.430517712
#> [122,] -0.27998513 -0.359452648 0.572578725 1.146553217
#> [123,] -0.22390742 -0.772250293 -0.864190599 -0.382361786
#> [124,] 0.39294743 -0.450329741 -0.624014234 -0.183335942
#> [125,] -0.89683998 -0.451870031 0.810610658 0.524311500
#> [126,] -0.16782970 1.562828926 1.222341569 1.324227628
#> [127,] -0.44821827 0.292089905 0.019315314 0.907112164
#> [128,] -0.89683998 0.369104391 -0.171539119 -0.220700947
#> [129,] -0.78468455 0.179648755 -0.647602984 -0.625615594
#> [130,] -1.10245826 -0.835402172 -0.416004347 -0.141395631
#> [131,] -0.93422512 -0.350210909 -0.570403438 -0.550885584
#> [132,] -0.97161026 -0.300921638 0.328113497 0.188026455
#> [133,] -0.69122169 -0.903174920 -0.295916165 -0.062090314
#> [134,] 0.35556229 0.581664373 0.555423271 0.573114772
#> [135,] -0.65383655 0.709508420 0.321680202 0.005014185
#> [136,] 1.70142741 1.200860842 0.332402361 0.358075355
#> [137,] 0.01909601 -0.397959891 -0.392415597 -0.631716003
#> [138,] -0.65383655 0.013297465 -0.220861051 -0.457854347
#> [139,] -0.33606284 0.333677728 -0.279832926 0.066018275
#> attr(,"center")
#> [1] 0.030250360 0.215743885 0.240062590 0.255674101 0.274649640 0.299673381
#> [7] 0.331611511 0.392997122 0.429597122 0.463989209 0.510858273 0.038392086
#> [13] 0.571848921 0.613989209 0.614556835 0.634546763 0.656181295 0.655720863
#> [19] 0.664220144 0.657730216 0.662212950 0.619153957 0.043860432 0.574339568
#> [25] 0.502087770 0.440800719 0.436228058 0.433585612 0.421084173 0.408216547
#> [31] 0.375642446 0.352128058 0.336835252 0.054614388 0.322864748 0.293989928
#> [37] 0.274168345 0.236171942 0.208416547 0.191748921 0.159050360 0.122464029
#> [43] 0.091273381 0.050890647 0.075410072 0.020924460 0.015720863 0.013382734
#> [49] 0.010688489 0.011410072 0.009423022 0.008476259 0.008471223 0.007655396
#> [55] 0.008099281 0.106568345 0.006597842 0.124836691 0.138398561 0.185842446
#> attr(,"scale")
#> [1] 0.025267386 0.144142769 0.141802504 0.142143230 0.142451813 0.164366810
#> [7] 0.211973576 0.238215043 0.269559862 0.269400245 0.268697488 0.031721697
#> [13] 0.275700668 0.268188209 0.260890713 0.255105076 0.245218228 0.257094127
#> [19] 0.248398164 0.258832685 0.251550240 0.249902921 0.039338973 0.229433624
#> [25] 0.215691807 0.208073587 0.204737585 0.237115027 0.265420345 0.270532483
#> [31] 0.249430686 0.224142530 0.204947302 0.049972960 0.185759255 0.172870518
#> [37] 0.165616532 0.137447393 0.126413303 0.147190375 0.134043867 0.087749247
#> [43] 0.062329399 0.035052294 0.060735079 0.013783442 0.011686914 0.010009031
#> [49] 0.006960330 0.007503901 0.006997238 0.005948551 0.006073592 0.005992587
#> [55] 0.006537226 0.060538811 0.005349719 0.064922851 0.093264797 0.131138749
#> 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] 20
#>
#> $lambda.min
#> [1] 0.05341345
#>
#> $null.dev
#> [1] 1.385829
#>
#> $Bias
#> [1] 0.1539185
#>
#> $pe
#> [1] 0.4892086 0.4172662 0.3381295 0.3237410 0.3237410 0.3453237 0.3453237
#> [8] 0.3381295 0.3309353 0.3237410 0.3165468 0.3237410 0.3237410 0.2949640
#> [15] 0.2733813 0.2733813 0.2589928 0.2517986 0.2446043 0.2374101 0.2374101
#> [22] 0.2302158 0.2374101 0.2805755 0.2949640 0.2877698 0.2733813 0.2589928
#> [29] 0.2446043 0.2374101 0.2446043 0.2374101
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2173913