Cross-Validated MCP- or SCAD-penalized Classification Learner
Source:R/learner_ncvreg_classif_cv_ncvreg.R
mlr_learners_classif.cv_ncvreg.RdMCP- or SCAD-penalized binary classification model with k-fold cross validation
for choosing the regularization parameter lambda.
Calls ncvreg::cv.ncvreg() from package ncvreg with family set to
"binomial".
Covariates are internally standardized by ncvreg prior to model fitting.
Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “integer”, “numeric”
Required Packages: mlr3, mlr3extralearners, ncvreg
Parameters
| Id | Type | Default | Levels | Range |
| penalty | character | MCP | MCP, SCAD, lasso | - |
| gamma | numeric | - | \([0, \infty)\) | |
| alpha | numeric | 1 | \([0, 1]\) | |
| lambda.min | numeric | - | \([0, \infty)\) | |
| nlambda | integer | 100 | \([1, \infty)\) | |
| lambda | untyped | - | - | |
| eps | numeric | 1e-04 | \((-\infty, \infty)\) | |
| max.iter | integer | 10000 | \([1, \infty)\) | |
| convex | logical | TRUE | TRUE, FALSE | - |
| dfmax | integer | - | \([0, \infty)\) | |
| penalty.factor | untyped | - | - | |
| warn | logical | TRUE | TRUE, FALSE | - |
| returnX | logical | TRUE | TRUE, FALSE | - |
| cluster | untyped | - | - | |
| nfolds | integer | 10 | \((-\infty, \infty)\) | |
| fold | untyped | - | - | |
| returnY | logical | FALSE | TRUE, FALSE | - |
| trace | logical | FALSE | TRUE, FALSE | - |
| pred_lambda | numeric | - | \((-\infty, \infty)\) |
References
Breheny P, Huang J (2011). “Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection.” Annals of Applied Statistics, 5(1), 232–253. ISSN 1932-6157, doi:10.1214/10-AOAS388 .
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/basics.html#learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNCVreg
Methods
Inherited methods
Method selected_features()
Returns the set of selected features which have non-zero coefficients.
Calls the internal coef.cv.ncvreg() function.
Returns
(character()) vector of feature names.
Examples
# Define the Learner
learner = lrn("classif.cv_ncvreg")
print(learner)
#>
#> ── <LearnerClassifNCVreg> (classif.cv_ncvreg): MCP- or SCAD-penalized Classifica
#> • Model: -
#> • Parameters: list()
#> • Packages: mlr3, mlr3extralearners, and ncvreg
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: selected_features and twoclass
#> • Other settings: use_weights = 'error'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.375890 1.363247 1.344259 1.321899 1.299511 1.284086 1.273133 1.259194
#> [9] 1.247895 1.239071 1.219799 1.212069 1.208373 1.214675 1.227089 1.232487
#> [17] 1.242654 1.261237 1.283368 1.342538 1.403301 1.462063 1.536487 1.674599
#> [25] 1.785342 1.932697 2.229089 2.567776 2.832863 3.046246 4.300475
#>
#> $cvse
#> [1] 0.01625071 0.01794251 0.02131143 0.02539153 0.02990912 0.03484465
#> [7] 0.04005906 0.04503922 0.05003166 0.05522550 0.06081201 0.06556592
#> [13] 0.07056417 0.07680685 0.08357857 0.08977772 0.09676294 0.10408360
#> [19] 0.11175768 0.12610569 0.14128482 0.15532276 0.17406971 0.19966520
#> [25] 0.23568817 0.26877024 0.33337796 0.41320071 0.46356905 0.50794570
#> [31] 0.66644851
#>
#> $fold
#> [1] 10 4 2 5 8 6 9 1 6 3 9 3 10 8 10 1 5 1 5 10 9 8 1 9 3
#> [26] 3 8 1 2 2 9 3 8 4 3 7 7 8 10 5 5 9 5 10 6 4 1 1 6 4
#> [51] 4 7 2 2 7 7 6 4 6 7 3 2 2 5 7 9 1 6 5 5 5 5 3 5 8
#> [76] 9 6 10 6 9 3 10 9 3 4 7 4 3 2 8 10 4 8 3 8 7 10 3 8 6
#> [101] 9 2 2 8 1 4 2 6 7 6 6 10 5 9 6 2 4 7 1 7 5 1 8 4 7
#> [126] 1 8 1 1 10 9 10 7 9 3 4 4 2 2
#>
#> $lambda
#> [1] 0.19067220 0.17782153 0.16583696 0.15466010 0.14423653 0.13451547
#> [7] 0.12544958 0.11699469 0.10910964 0.10175602 0.09489800 0.08850220
#> [13] 0.08253744 0.07697470 0.07178686 0.06694867 0.06243655 0.05822853
#> [19] 0.05430413 0.05064421 0.04723096 0.04404775 0.04107908 0.03831049
#> [25] 0.03572849 0.03332051 0.03107482 0.02898048 0.02702729 0.02520574
#> [31] 0.02350696
#>
#> $fit
#> $beta
#> 0.1907 0.1778 0.1658 0.1547 0.1442 0.1345
#> (Intercept) 0.1875986 0.08672744 -0.04762775 -0.2024278 -0.33155573 -0.3824147
#> V1 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V10 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V11 0.0000000 0.00000000 0.22589234 0.6007371 0.93726857 1.1605121
#> V12 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V13 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V14 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V15 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V16 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V17 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V18 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V19 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V2 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V20 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V21 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V22 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V23 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V24 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V25 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V26 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V27 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V28 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V29 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V3 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V30 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V31 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V32 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V33 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V34 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V35 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V36 0.0000000 0.00000000 0.00000000 0.0000000 -0.03216232 -0.2135407
#> V37 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V38 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V39 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V4 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V40 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V41 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V42 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V43 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V44 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V45 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V46 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V47 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V48 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V49 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.3267353
#> V5 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V50 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V51 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V52 0.0000000 7.47407278 13.55602097 18.6293615 23.46702759 27.5107297
#> V53 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V54 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V55 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V56 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V57 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V58 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V59 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V6 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V60 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V7 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V8 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> V9 0.0000000 0.00000000 0.00000000 0.0000000 0.00000000 0.0000000
#> 0.1254 0.1170 0.1091 0.1018 0.0949 0.0885
#> (Intercept) -0.4385000 -0.4934470 -0.5474264 -0.62215282 -0.8013064 -0.9451125
#> V1 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V10 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V11 1.3155161 1.4604050 1.5956449 1.69462529 1.6492266 1.6416310
#> V12 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V15 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V16 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V17 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V2 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V20 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V21 0.0000000 0.0000000 0.0000000 0.03211298 0.2217057 0.3852746
#> V22 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V23 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V24 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V25 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V28 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V29 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V31 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V32 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V36 -0.4051775 -0.5866172 -0.7591425 -0.91541920 -1.0246654 -1.1824816
#> V37 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V4 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V40 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V45 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.3788054
#> V46 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V47 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V48 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V49 1.4836394 2.5899136 3.6527085 4.74954035 6.1640729 6.2714231
#> V5 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V50 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V52 30.1377899 32.8151176 35.5489722 38.38282332 41.5065643 43.6724761
#> V53 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V58 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V59 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V6 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V7 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V8 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> 0.0825 0.0770 0.0718 0.0669 0.0624 0.0582
#> (Intercept) -1.067285 -1.194532 -1.3258051 -1.46044236 -1.5989641 -1.7445756
#> V1 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V10 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V11 1.670061 1.708067 1.7570211 1.81495126 1.8744728 1.9615212
#> V12 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V13 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V14 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V15 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V16 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V17 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V18 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V19 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V2 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V20 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V21 0.529213 0.668033 0.8017684 0.92790080 1.0452579 1.1621967
#> V22 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V23 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V24 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V25 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V26 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V27 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V28 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V29 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V3 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V30 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V31 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V32 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V33 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V34 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V35 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V36 -1.378151 -1.567985 -1.7571847 -1.95275436 -2.1526563 -2.3696032
#> V37 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V38 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V39 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V4 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V40 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V41 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V42 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V43 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V44 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V45 1.050846 1.691639 2.3326560 3.00485900 3.6799572 4.4650836
#> V46 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V47 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V48 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V49 5.388785 4.596416 3.7970403 2.90799000 2.0400974 0.8284975
#> V5 0.000000 0.000000 0.0000000 0.05473745 0.2034855 0.2757912
#> V50 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V51 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V52 45.400837 47.650115 50.4029084 53.54094666 56.9295124 61.4048102
#> V53 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V54 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V55 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V56 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V57 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V58 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V59 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V6 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V60 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V7 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V8 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V9 0.000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> 0.0543 0.0506 0.0472 0.0440 0.0411 0.0383
#> (Intercept) -1.875794 -2.0149335 -2.2189846 -2.4517378 -2.7914157 -3.1838097
#> V1 0.000000 0.0000000 0.0000000 0.0000000 1.2873025 3.2205254
#> V10 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 2.014184 2.0261617 2.1280139 2.2502800 2.4408574 2.8133485
#> V12 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 1.233468 1.3143572 1.2170530 1.1241462 1.0350618 1.0350984
#> V22 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.000000 0.0000000 0.2103847 0.4365387 0.6527672 0.7903933
#> V24 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.000000 0.0000000 0.0000000 0.0000000 0.2870357 0.6000815
#> V29 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.000000 0.0000000 0.0000000 0.0000000 -0.3309633 -0.5882112
#> V32 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 -2.630554 -2.8694613 -3.1201229 -3.3214200 -3.3652600 -3.3924830
#> V37 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 5.201882 5.7527975 6.3421140 6.8920422 7.3935731 7.8058631
#> V46 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V5 0.320686 0.4494544 0.6450793 0.8302130 0.8114918 0.8604320
#> V50 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 64.853758 67.4859761 69.1400200 71.3710961 75.3479894 79.4895271
#> V53 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 4.006455 7.6760223 13.3176068 18.3523006 20.2988404 23.0104200
#> V55 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 -0.4740321
#> V9 0.000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.0357 0.0333 0.0311 0.0290 0.0270
#> (Intercept) -3.7988423 -4.6434765 -6.593271 -9.382001 -14.830968
#> V1 1.9965553 0.0000000 0.000000 0.000000 0.000000
#> V10 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V11 3.9330728 6.4697891 0.000000 0.000000 0.000000
#> V12 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V13 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V14 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V15 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V16 0.0000000 -0.6192132 0.000000 0.000000 0.000000
#> V17 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V18 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V19 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V2 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V20 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V21 1.5954909 2.9983702 2.848579 4.792183 7.082964
#> V22 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V23 0.4925250 0.0000000 1.147402 2.057705 5.505510
#> V24 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V25 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V26 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V27 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V28 0.8911355 1.1153075 0.000000 0.000000 0.000000
#> V29 0.0000000 0.0000000 3.970269 5.014754 5.208567
#> V3 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V30 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V31 -0.3464419 0.0000000 -4.425418 -9.268808 -13.790015
#> V32 0.0000000 0.0000000 0.000000 5.608760 11.035342
#> V33 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V34 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V35 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V36 -3.4556070 -3.6969633 -5.065144 -6.512929 -11.242982
#> V37 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V38 0.0000000 0.0000000 0.000000 0.000000 8.500700
#> V39 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V4 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V40 0.0000000 0.0000000 0.000000 0.000000 -7.196841
#> V41 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V42 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V43 0.0000000 0.0000000 9.686461 11.816653 17.500410
#> V44 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V45 8.1561270 7.2255711 0.000000 0.000000 0.000000
#> V46 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V47 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V48 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V49 0.0000000 11.6667455 30.523343 57.791410 94.096047
#> V5 1.6258756 3.3816271 9.170503 2.530272 0.000000
#> V50 0.0000000 0.0000000 0.000000 -81.817418 -150.967824
#> V51 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V52 85.6007179 79.1531651 103.479005 155.110253 200.885569
#> V53 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V54 34.8485906 43.1054785 0.000000 0.000000 0.000000
#> V55 -3.6658671 -27.5624400 0.000000 0.000000 0.000000
#> V56 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V57 0.0000000 0.0000000 0.000000 -23.804919 -108.836199
#> V58 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V59 0.0000000 23.4668054 0.000000 0.000000 0.000000
#> V6 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V60 0.0000000 0.0000000 0.000000 49.654571 141.502075
#> V7 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V8 -2.8653964 -8.4700396 -24.021709 -23.991391 -26.865581
#> V9 0.0000000 0.0000000 18.420720 20.521149 25.828153
#> 0.0252 0.0235 0.0219 0.0204 0.0191
#> (Intercept) -15.725670 -28.809339 -28.810975 -28.812595 -28.8612508
#> V1 0.000000 209.423052 209.437141 209.451079 211.2766724
#> V10 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V11 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V12 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V13 0.000000 28.352345 28.353976 28.355588 28.6631569
#> V14 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V16 0.000000 0.000000 0.000000 0.000000 -0.2529375
#> V17 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V21 7.605905 0.000000 0.000000 0.000000 0.0000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V23 5.644430 16.993026 16.994053 16.995068 17.1051142
#> V24 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V27 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V29 5.416118 8.241407 8.241870 8.242328 8.2495993
#> V3 0.000000 -175.322367 -175.333354 -175.344222 -176.3354085
#> V30 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V31 -14.141746 -14.123283 -14.124072 -14.124853 -14.2264350
#> V32 11.572377 0.000000 0.000000 0.000000 0.0000000
#> V33 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V34 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V36 -11.852836 -15.421938 -15.422656 -15.423367 -15.3517434
#> V37 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V38 9.054950 14.760196 14.760935 14.761667 14.7345218
#> V39 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V4 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V40 -7.614460 -9.419060 -9.419618 -9.420170 -9.5268161
#> V41 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V43 18.223237 24.451645 24.452951 24.454244 24.4376410
#> V44 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V45 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V46 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V49 98.599107 198.298520 198.309172 198.319711 199.2233258
#> V5 0.000000 28.188973 28.190437 28.191886 28.3769418
#> V50 -162.407399 -362.840650 -362.861330 -362.881790 -364.9097269
#> V51 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V52 221.857483 519.211647 519.240040 519.268129 519.5248943
#> V53 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V54 21.239991 435.051772 435.075036 435.098051 436.9270267
#> V55 0.000000 -322.126081 -322.142812 -322.159364 -321.2572171
#> V56 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V57 -140.733750 0.000000 0.000000 0.000000 0.0000000
#> V58 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V59 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V6 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V60 151.425197 0.000000 0.000000 0.000000 0.0000000
#> V7 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V8 -28.070775 -60.930498 -60.933851 -60.937168 -61.2558307
#> V9 26.930764 41.066695 41.068787 41.070857 41.2759189
#> 0.0178
#> (Intercept) -178.05339
#> V1 1649.91340
#> V10 0.00000
#> V11 0.00000
#> V12 0.00000
#> V13 233.31147
#> V14 0.00000
#> V15 0.00000
#> V16 -51.72951
#> V17 0.00000
#> V18 0.00000
#> V19 0.00000
#> V2 0.00000
#> V20 0.00000
#> V21 0.00000
#> V22 0.00000
#> V23 129.53258
#> V24 0.00000
#> V25 0.00000
#> V26 0.00000
#> V27 0.00000
#> V28 -53.49002
#> V29 101.23813
#> V3 -1331.88679
#> V30 0.00000
#> V31 -106.72246
#> V32 0.00000
#> V33 0.00000
#> V34 0.00000
#> V35 0.00000
#> V36 -99.65295
#> V37 0.00000
#> V38 130.62599
#> V39 0.00000
#> V4 0.00000
#> V40 -120.89930
#> V41 0.00000
#> V42 0.00000
#> V43 121.92101
#> V44 0.00000
#> V45 0.00000
#> V46 0.00000
#> V47 0.00000
#> V48 0.00000
#> V49 1320.67042
#> V5 301.22170
#> V50 -2396.19096
#> V51 0.00000
#> V52 3494.30017
#> V53 0.00000
#> V54 3022.89355
#> V55 -2599.53814
#> V56 0.00000
#> V57 0.00000
#> V58 0.00000
#> V59 0.00000
#> V6 0.00000
#> V60 0.00000
#> V7 0.00000
#> V8 -485.62816
#> V9 323.44774
#>
#> $iter
#> [1] 0 4 4 4 7 9 5 5 5 10 6 30 20 18 17
#> [16] 20 17 21 15 8 24 16 38 103 98 53 187 249 167 70
#> [31] 759 1 1 63 7946
#>
#> $lambda
#> [1] 0.19067220 0.17782153 0.16583696 0.15466010 0.14423653 0.13451547
#> [7] 0.12544958 0.11699469 0.10910964 0.10175602 0.09489800 0.08850220
#> [13] 0.08253744 0.07697470 0.07178686 0.06694867 0.06243655 0.05822853
#> [19] 0.05430413 0.05064421 0.04723096 0.04404775 0.04107908 0.03831049
#> [25] 0.03572849 0.03332051 0.03107482 0.02898048 0.02702729 0.02520574
#> [31] 0.02350696 0.02192267 0.02044516 0.01906722 0.01778215
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 18
#>
#> $loss
#> [1] 191.477310 93.772193 91.596772 89.389362 87.364686 84.956605
#> [7] 82.538039 80.433360 78.596739 76.909002 75.046137 73.180340
#> [13] 71.364874 69.789065 68.407966 67.179728 66.094447 65.181732
#> [19] 64.286959 63.482667 62.524922 61.738000 60.241430 58.620136
#> [25] 56.557283 51.875082 44.032799 38.440429 31.960929 31.211972
#> [31] 19.897934 19.897931 19.897928 19.745533 8.424992
#>
#> $linear.predictors
#> 0.1907 0.1778 0.1658 0.1547 0.1442 0.1345
#> 1 0.1875986 0.10690743 0.025319581 -0.0554699186 -0.144748732 -0.290554508
#> 2 0.1875986 0.14950965 0.177336676 0.2495013466 0.313065701 0.343475997
#> 3 0.1875986 0.26012593 0.409929553 0.6102201956 0.796664501 0.930053638
#> 4 0.1875986 0.17716372 0.136301215 0.0759124188 0.025281372 0.010638420
#> 5 0.1875986 0.14726743 0.125471050 0.1167965689 0.117772802 0.152487855
#> 6 0.1875986 0.13306669 0.047533479 -0.0573694869 -0.154416376 -0.243373426
#> 7 0.1875986 0.18613261 0.145046225 0.0782631073 0.023240658 -0.006161002
#> 8 0.1875986 0.21827112 0.215738605 0.1913498283 0.172546285 0.156127651
#> 9 0.1875986 0.13082447 0.075181958 0.0213851928 -0.040355326 -0.161026963
#> 10 0.1875986 0.14876224 0.101933564 0.0507167907 0.003717145 -0.036792488
#> 11 0.1875986 0.10989706 0.050326855 0.0040657321 -0.049681632 -0.147338843
#> 12 0.1875986 0.15548891 0.208828053 0.3193122063 0.425980443 0.526614455
#> 13 0.1875986 0.19211186 0.208320655 0.2325976763 0.241958310 0.182881355
#> 14 0.1875986 0.21602890 0.219781334 0.2073274815 0.186694434 0.166571026
#> 15 0.1875986 0.13231928 0.054197055 -0.0379062562 -0.115021705 -0.148995103
#> 16 0.1875986 0.15249928 0.147926485 0.1643194312 0.175047170 0.162298659
#> 17 0.1875986 0.11512891 0.062775259 0.0249759411 -0.002438132 -0.001033434
#> 18 0.1875986 0.23919852 0.253966535 0.2442329249 0.233203518 0.212076379
#> 19 0.1875986 0.15175187 0.110224805 0.0657978964 0.023183663 -0.018517811
#> 20 0.1875986 0.37522665 0.528199804 0.6564570822 0.781991933 0.887840506
#> 21 0.1875986 0.19211186 0.172945914 0.1385222472 0.099922777 0.019420954
#> 22 0.1875986 0.18015335 0.147845306 0.0996441387 0.057118876 0.020147429
#> 23 0.1875986 0.21602890 0.223169719 0.2163385380 0.210328187 0.185862156
#> 24 0.1875986 0.13829854 0.065968031 -0.0205397449 -0.105276643 -0.212065679
#> 25 0.1875986 0.24517778 0.287920138 0.3205918190 0.333859456 0.242109339
#> 26 0.1875986 0.15847854 0.102637055 0.0299397522 -0.046281944 -0.139836544
#> 27 0.1875986 0.13306669 0.091966503 0.0607954997 0.020395359 -0.070430575
#> 28 0.1875986 0.21154445 0.254115482 0.3090884385 0.350432042 0.328001220
#> 29 0.1875986 0.09270670 -0.001453375 -0.0935690224 -0.183538445 -0.283707065
#> 30 0.1875986 0.15623632 0.111400934 0.0584728108 0.006482349 -0.059184654
#> 31 0.1875986 0.10541262 0.034671027 -0.0271164300 -0.091579767 -0.184797469
#> 32 0.1875986 0.12559262 0.052568398 -0.0265581855 -0.093213784 -0.127617240
#> 33 0.1875986 0.13530891 0.052413498 -0.0496180249 -0.137769043 -0.184036340
#> 34 0.1875986 0.14353039 0.094748451 0.0438037560 0.001446361 -0.012390862
#> 35 0.1875986 0.12335040 0.061964775 0.0036569369 -0.044842958 -0.061427102
#> 36 0.1875986 0.12559262 0.058193117 -0.0115998318 -0.084692979 -0.196445238
#> 37 0.1875986 0.11213929 0.031036393 -0.0524616751 -0.134171122 -0.234216144
#> 38 0.1875986 0.11737114 0.028011172 -0.0727019571 -0.168420983 -0.271521074
#> 39 0.1875986 0.14502521 0.092715916 0.0349141493 -0.022027294 -0.101216382
#> 40 0.1875986 0.11438151 0.038130157 -0.0388229895 -0.114008774 -0.204289932
#> 41 0.1875986 0.14054076 0.067482254 -0.0217392657 -0.111439250 -0.233742979
#> 42 0.1875986 0.12260299 0.039533418 -0.0542547702 -0.144986654 -0.244634763
#> 43 0.1875986 0.11886595 0.017191425 -0.1049602368 -0.234169334 -0.422207416
#> 44 0.1875986 0.11811854 0.021189471 -0.0925857038 -0.214907423 -0.394672822
#> 45 0.1875986 0.11512891 0.011271805 -0.1119921166 -0.241797684 -0.422422169
#> 46 0.1875986 0.15474150 0.096197883 0.0215261771 -0.063981159 -0.213537358
#> 47 0.1875986 0.10765484 0.024709919 -0.0588333952 -0.137967932 -0.221769609
#> 48 0.1875986 0.19136446 0.169331388 0.1306519401 0.102197215 0.103955594
#> 49 0.1875986 0.13829854 0.067074903 -0.0175961332 -0.087359177 -0.111668594
#> 50 0.1875986 0.13306669 0.064904600 -0.0111728043 -0.075229333 -0.099826029
#> 51 0.1875986 0.14427780 0.078710343 -0.0005900641 -0.067077259 -0.100435625
#> 52 0.1875986 0.16595261 0.109054878 0.0295858215 -0.030044410 -0.015349438
#> 53 0.1875986 0.10840225 0.016668400 -0.0819611222 -0.161997539 -0.180049093
#> 54 0.1875986 0.13456150 0.100325016 0.0795397994 0.065103372 0.068762175
#> 55 0.1875986 0.10765484 0.043933358 -0.0077106684 -0.046325615 -0.027464575
#> 56 0.1875986 0.10989706 0.086537397 0.1003638885 0.118930423 0.162408740
#> 57 0.1875986 0.16894224 0.170204927 0.1852394075 0.189677129 0.160412087
#> 58 0.1875986 0.15623632 0.126761613 0.0993229332 0.064182961 0.013683075
#> 59 0.1875986 0.17118446 0.159001411 0.1502183883 0.136586979 0.102701629
#> 60 0.1875986 0.14876224 0.132067603 0.1308551192 0.120576326 0.079409749
#> 61 0.1875986 0.21976593 0.253598658 0.2885503926 0.319418608 0.316662953
#> 62 0.1875986 0.19809112 0.176810657 0.1348629602 0.108321407 0.134529410
#> 63 0.1875986 0.12858225 0.049565022 -0.0415139345 -0.126554292 -0.216665232
#> 64 0.1875986 0.14726743 0.083568021 0.0053598377 -0.077037839 -0.186280955
#> 65 0.1875986 0.35728887 0.508767109 0.6465893661 0.775693946 0.874824860
#> 66 0.1875986 0.26909481 0.408125391 0.5845164618 0.757205404 0.926946668
#> 67 0.1875986 0.33411925 0.473542804 0.6069205321 0.736828162 0.865452947
#> 68 0.1875986 0.13979336 0.115687431 0.1081995169 0.102043012 0.088603295
#> 69 0.1875986 0.32664517 0.475098980 0.6284804822 0.774912991 0.890880135
#> 70 0.1875986 0.20855482 0.229808473 0.2514150728 0.277725464 0.309352882
#> 71 0.1875986 0.14502521 0.078371753 -0.0032326562 -0.079803867 -0.151495855
#> 72 0.1875986 0.19285927 0.173217233 0.1375016453 0.104447489 0.070048543
#> 73 0.1875986 0.09644373 0.005731242 -0.0831730148 -0.166264802 -0.241463759
#> 74 0.1875986 0.24667260 0.268042108 0.2642439817 0.264637995 0.277869808
#> 75 0.1875986 0.17417409 0.136390580 0.0831186594 0.035721358 -0.004927661
#> 76 0.1875986 0.26909481 0.319507825 0.3488472993 0.375784847 0.383751897
#> 77 0.1875986 0.17641631 0.178271764 0.1892708575 0.194903418 0.168855209
#> 78 0.1875986 0.19659631 0.196711277 0.1912708711 0.192672481 0.210216374
#> 79 0.1875986 0.28778000 0.373186046 0.4480452726 0.522095495 0.599423745
#> 80 0.1875986 0.20108075 0.210108181 0.2164456623 0.230022278 0.278262459
#> 81 0.1875986 0.25265185 0.318598798 0.3847570523 0.459687896 0.572797708
#> 82 0.1875986 0.11662373 0.047460255 -0.0192370068 -0.073323519 -0.084267308
#> 83 0.1875986 0.21602890 0.235774512 0.2498596679 0.271498142 0.327254999
#> 84 0.1875986 0.22798741 0.258503250 0.2824300369 0.314202690 0.380985049
#> 85 0.1875986 0.21528149 0.260757957 0.3180426770 0.376690540 0.435351005
#> 86 0.1875986 0.20108075 0.269721170 0.3749801817 0.478551028 0.590909599
#> 87 0.1875986 0.12932965 0.118710916 0.1406302039 0.164862857 0.221045814
#> 88 0.1875986 0.17492150 0.191011596 0.2266354025 0.265961944 0.320523945
#> 89 0.1875986 0.17492150 0.208495664 0.2731324537 0.341002328 0.431361946
#> 90 0.1875986 0.29151703 0.409510775 0.5359363654 0.663698856 0.806252202
#> 91 0.1875986 0.14128817 0.130122448 0.1431036444 0.142953135 0.100249851
#> 92 0.1875986 0.26162074 0.345257071 0.4347461924 0.501389427 0.486695107
#> 93 0.1875986 0.42679775 0.676086046 0.9295370215 1.152767591 1.248044059
#> 94 0.1875986 0.21827112 0.356808373 0.5665101442 0.755541957 0.895368754
#> 95 0.1875986 0.41857627 0.593542255 0.7291840376 0.859802014 0.998942675
#> 96 0.1875986 0.27955852 0.342574906 0.3858017468 0.438944178 0.543447993
#> 97 0.1875986 0.36775257 0.497001591 0.5909101535 0.686691128 0.830164729
#> 98 0.1875986 0.40960738 0.597763466 0.7613156583 0.916925221 1.036735723
#> 99 0.1875986 0.42978738 0.586407778 0.6840784490 0.784816203 0.898869579
#> 100 0.1875986 0.61663920 0.970170521 1.2691188733 1.554507253 1.826092286
#> 101 0.1875986 0.24368297 0.285118577 0.3166256518 0.358438373 0.469677224
#> 102 0.1875986 0.20182816 0.226440445 0.2581374679 0.297591038 0.373903742
#> 103 0.1875986 0.11139188 0.037677380 -0.0330585180 -0.091332322 -0.090292890
#> 104 0.1875986 0.15847854 0.121996029 0.0814229213 0.049557078 0.035152958
#> 105 0.1875986 0.16445780 0.121342925 0.0657488923 0.025592808 0.046799489
#> 106 0.1875986 0.12634002 0.050874454 -0.0328052001 -0.099654296 -0.110095147
#> 107 0.1875986 0.17417409 0.128710240 0.0626935981 0.009707769 -0.000423587
#> 108 0.1875986 0.15773113 0.154908295 0.1706918025 0.175274758 0.143296530
#> 109 0.1875986 0.20930223 0.244807973 0.2895625295 0.318533990 0.289110940
#> 110 0.1875986 0.23620889 0.273008267 0.3018410077 0.321209333 0.322576551
#> 111 0.1875986 0.17865853 0.172037880 0.1674660544 0.169193697 0.203224835
#> 112 0.1875986 0.14427780 0.140130471 0.1627503520 0.182526824 0.214204289
#> 113 0.1875986 0.24891482 0.277485152 0.2841303330 0.299629583 0.371836616
#> 114 0.1875986 0.14726743 0.087024174 0.0145511153 -0.062141222 -0.159603099
#> 115 0.1875986 0.16744742 0.146621271 0.1260054276 0.090294500 -0.029955222
#> 116 0.1875986 0.14950965 0.112008611 0.0757681787 0.029055862 -0.081959771
#> 117 0.1875986 0.15698372 0.134125951 0.1171654761 0.082703207 -0.046130790
#> 118 0.1875986 0.17865853 0.260384375 0.4024143324 0.526570660 0.582565693
#> 119 0.1875986 0.17791113 0.191690265 0.2214716681 0.250002330 0.264521233
#> 120 0.1875986 0.15773113 0.150187145 0.1581363972 0.173217527 0.206624829
#> 121 0.1875986 0.18688001 0.173192659 0.1513734630 0.140906002 0.169515908
#> 122 0.1875986 0.23919852 0.346876055 0.4913160922 0.631862905 0.778866995
#> 123 0.1875986 0.22200816 0.293266097 0.3888153672 0.479414702 0.573333146
#> 124 0.1875986 0.26386296 0.364571611 0.4808847548 0.591069747 0.695973256
#> 125 0.1875986 0.21154445 0.329540935 0.5096745546 0.675819973 0.819713624
#> 126 0.1875986 0.19211186 0.261992675 0.3753328101 0.483693418 0.595752075
#> 127 0.1875986 0.14502521 0.137261886 0.1533795045 0.176216973 0.266074163
#> 128 0.1875986 0.15847854 0.150345518 0.1568154267 0.171494035 0.229048483
#> 129 0.1875986 0.16744742 0.146847163 0.1266061647 0.118373552 0.152098468
#> 130 0.1875986 0.14054076 0.106019487 0.0807464828 0.067366998 0.103340510
#> 131 0.1875986 0.14876224 0.125426368 0.1131934486 0.112993433 0.163751854
#> 132 0.1875986 0.17940594 0.175381334 0.1746154770 0.186265855 0.251909322
#> 133 0.1875986 0.21004964 0.232994052 0.2564024930 0.288269126 0.357965602
#> 134 0.1875986 0.18538520 0.181505001 0.1769635609 0.184665803 0.244550829
#> 135 0.1875986 0.15847854 0.142416696 0.1357295547 0.141419760 0.199254410
#> 136 0.1875986 0.19211186 0.215142603 0.2507399366 0.292484769 0.357067023
#> 137 0.1875986 0.15474150 0.164756209 0.2038498855 0.249975919 0.339940095
#> 138 0.1875986 0.17342668 0.179829429 0.2003818892 0.230009392 0.312447516
#> 139 0.1875986 0.19584890 0.211732869 0.2329613743 0.259988785 0.300022179
#> 0.1254 0.1170 0.1091 0.1018 0.0949
#> 1 -0.433322541 -0.569708588 -0.700608730 -0.824122772 -0.931264563
#> 2 0.352863876 0.361031321 0.367845493 0.361844788 0.297586920
#> 3 0.989804875 1.047899480 1.104309799 1.150323728 1.151216511
#> 4 0.021060602 0.031961621 0.043388207 0.048097433 0.018133579
#> 5 0.173963794 0.193778671 0.212012208 0.227975825 0.238736198
#> 6 -0.335384694 -0.423010395 -0.506773507 -0.598430063 -0.742330806
#> 7 -0.055013238 -0.100540219 -0.143054081 -0.176916952 -0.178664294
#> 8 0.110939263 0.069615568 0.031787822 0.008507908 0.044400906
#> 9 -0.304062313 -0.440405897 -0.570994169 -0.704132344 -0.870443493
#> 10 -0.072335369 -0.106070000 -0.138243946 -0.169444534 -0.201368996
#> 11 -0.241303677 -0.331493817 -0.418536856 -0.509239316 -0.629390588
#> 12 0.598487087 0.665755389 0.728645652 0.786455154 0.834876444
#> 13 0.118629262 0.058725761 0.002587642 -0.057625657 -0.151700804
#> 14 0.263516835 0.358639264 0.452395348 0.545449024 0.639079417
#> 15 -0.186349690 -0.222322138 -0.257088217 -0.289653822 -0.315295258
#> 16 0.152508529 0.143079120 0.133822139 0.134364884 0.182106866
#> 17 -0.020466846 -0.040358793 -0.060833036 -0.084537101 -0.121652100
#> 18 0.203231967 0.197467980 0.194592923 0.206230693 0.278628898
#> 19 -0.045479083 -0.070881232 -0.094934589 -0.111022121 -0.092908746
#> 20 0.932936417 0.980929841 1.031744148 1.077672196 1.089787098
#> 21 -0.087596430 -0.188138795 -0.282962158 -0.374560848 -0.470738167
#> 22 -0.029069424 -0.075055623 -0.118159378 -0.173279304 -0.297392737
#> 23 0.123759802 0.066205592 0.012695388 -0.049946233 -0.171592820
#> 24 -0.338878647 -0.459551437 -0.574862037 -0.689816927 -0.822005362
#> 25 0.104984112 -0.022867280 -0.142530254 -0.257924957 -0.381938876
#> 26 -0.186435117 -0.229697209 -0.269946304 -0.302090767 -0.305584622
#> 27 -0.160273982 -0.245944517 -0.328077684 -0.397131033 -0.414970535
#> 28 0.281751203 0.239128322 0.199622982 0.173903544 0.204344771
#> 29 -0.380123910 -0.473049962 -0.563043066 -0.650010832 -0.732588140
#> 30 -0.131635539 -0.200227054 -0.265447367 -0.325282078 -0.370687965
#> 31 -0.282404674 -0.376256979 -0.466971761 -0.551061354 -0.613944711
#> 32 -0.172600049 -0.216118832 -0.258413411 -0.303465140 -0.366014243
#> 33 -0.218010594 -0.250452444 -0.281511894 -0.311722927 -0.342372251
#> 34 -0.016179135 -0.019957196 -0.023760345 -0.030734710 -0.053007182
#> 35 -0.071373034 -0.081611056 -0.092192139 -0.107082399 -0.141670457
#> 36 -0.323541694 -0.444829473 -0.561113409 -0.674232482 -0.789716426
#> 37 -0.349865184 -0.460699561 -0.567416575 -0.671361153 -0.776285712
#> 38 -0.388449624 -0.500277521 -0.607685894 -0.710928160 -0.809298007
#> 39 -0.206531002 -0.306811698 -0.402738842 -0.493869500 -0.576868784
#> 40 -0.305274758 -0.402113427 -0.495420475 -0.583752568 -0.660203620
#> 41 -0.375229232 -0.509698934 -0.638026174 -0.757841807 -0.857743088
#> 42 -0.343237164 -0.437374860 -0.527631484 -0.612716688 -0.686212616
#> 43 -0.603827322 -0.776477957 -0.941256478 -1.100994338 -1.264315995
#> 44 -0.552421007 -0.702306071 -0.845290134 -0.986477362 -1.143820927
#> 45 -0.581976251 -0.733652606 -0.878407230 -1.020599874 -1.175204190
#> 46 -0.350259358 -0.479373458 -0.601778427 -0.723128062 -0.863610411
#> 47 -0.316994256 -0.408580651 -0.497089304 -0.596216758 -0.758235614
#> 48 0.099677962 0.096608214 0.094673985 0.080493111 0.002515294
#> 49 -0.136230066 -0.159892588 -0.182763886 -0.218456002 -0.319426892
#> 50 -0.112441785 -0.124803057 -0.136958225 -0.156387135 -0.211958762
#> 51 -0.143787019 -0.185196873 -0.224904166 -0.257151139 -0.258479511
#> 52 0.016077374 0.046436321 0.075960097 0.118088441 0.225485633
#> 53 -0.193920390 -0.208268638 -0.223093545 -0.229918894 -0.195323999
#> 54 0.062922585 0.056595904 0.049702169 0.046961310 0.066785246
#> 55 0.020294343 0.064481811 0.105415467 0.145282538 0.191698579
#> 56 0.208982080 0.251611732 0.290515952 0.324256501 0.345992809
#> 57 0.167398596 0.174806864 0.182529388 0.192178071 0.209606450
#> 58 0.036255118 0.058641105 0.080888300 0.108356656 0.161292323
#> 59 0.087539146 0.073860757 0.061462184 0.049294859 0.033421882
#> 60 0.071265205 0.063745455 0.056681696 0.045790910 0.014021489
#> 61 0.269914099 0.226818899 0.186909244 0.143534766 0.071873988
#> 62 0.155238302 0.176021407 0.196976117 0.209331211 0.179361569
#> 63 -0.331053917 -0.440313577 -0.545122367 -0.654961762 -0.805057629
#> 64 -0.263186954 -0.335651372 -0.404175260 -0.470705828 -0.541808809
#> 65 0.948120800 1.022734552 1.098745946 1.163992962 1.171311493
#> 66 1.049081409 1.166879829 1.280749711 1.377231704 1.402484275
#> 67 0.980856602 1.094803612 1.207667501 1.322171175 1.448497935
#> 68 0.051541274 0.015604665 -0.019511020 -0.054408978 -0.091065427
#> 69 0.946775510 1.003495202 1.061018482 1.119395896 1.179140905
#> 70 0.301662961 0.295278731 0.290019951 0.288504830 0.301628589
#> 71 -0.214290063 -0.273797560 -0.330399360 -0.375049895 -0.371365628
#> 72 0.034611260 0.002173097 -0.027557795 -0.045092923 -0.012408160
#> 73 -0.310437723 -0.377262147 -0.442319370 -0.496385396 -0.502748350
#> 74 0.296109900 0.316075546 0.337749289 0.373089371 0.469443223
#> 75 -0.054790921 -0.101513182 -0.145437623 -0.176990010 -0.157645721
#> 76 0.374722191 0.369176200 0.366862090 0.379611931 0.454711156
#> 77 0.127449724 0.088574713 0.051839401 0.027648771 0.057220810
#> 78 0.205888655 0.202633131 0.200330620 0.206033851 0.247874075
#> 79 0.673503703 0.747239721 0.820842508 0.907328613 1.057426093
#> 80 0.340752301 0.401331140 0.460279694 0.529266531 0.653390623
#> 81 0.662444516 0.749590797 0.834601099 0.919226030 1.009900140
#> 82 -0.088058630 -0.092649950 -0.098033483 -0.103639836 -0.107224032
#> 83 0.389475175 0.450117531 0.509445959 0.575692965 0.680701748
#> 84 0.448765352 0.514925943 0.579749438 0.647299263 0.733171171
#> 85 0.459394045 0.483223330 0.506805097 0.529583796 0.549462432
#> 86 0.696151158 0.796664922 0.892869632 0.985867147 1.078393493
#> 87 0.323562325 0.420293257 0.511776251 0.604558622 0.722173837
#> 88 0.360303183 0.398143696 0.434160381 0.470826098 0.517292248
#> 89 0.513743400 0.591923364 0.666249591 0.734633867 0.787669183
#> 90 0.920395010 1.031677926 1.140512154 1.243996788 1.330096857
#> 91 0.098360158 0.096616301 0.094865705 0.108144824 0.194499252
#> 92 0.494868567 0.505816730 0.519275679 0.552667894 0.674031826
#> 93 1.255462723 1.268703743 1.287219556 1.316871421 1.381835456
#> 94 1.039193958 1.176662486 1.308259494 1.425951946 1.495631847
#> 95 1.176130176 1.351768120 1.526557621 1.698968980 1.862395750
#> 96 0.661462765 0.776821452 0.890075305 1.000896893 1.107489059
#> 97 1.050653338 1.266381739 1.478409922 1.695846953 1.952652912
#> 98 1.098042176 1.162354547 1.229625909 1.295488972 1.343936874
#> 99 0.993929076 1.091473097 1.191751560 1.291288628 1.377643350
#> 100 2.104263254 2.380550417 2.655978757 2.930872432 3.205773303
#> 101 0.638535673 0.801576588 0.959698463 1.113875404 1.266214665
#> 102 0.449326579 0.521894625 0.591944324 0.664615831 0.759298600
#> 103 -0.037552692 0.011822632 0.058196785 0.109747951 0.197445853
#> 104 -0.003011832 -0.039368090 -0.074181961 -0.100935876 -0.093322773
#> 105 0.088101608 0.127756595 0.166021697 0.215762628 0.327057097
#> 106 -0.116982266 -0.124228659 -0.131821241 -0.130442995 -0.083394142
#> 107 -0.002631389 -0.003999965 -0.004543351 0.006913947 0.074604882
#> 108 0.145483707 0.147986321 0.150670886 0.141266775 0.071373920
#> 109 0.279969594 0.273034362 0.268029903 0.250698684 0.165423051
#> 110 0.386866713 0.450841337 0.514699105 0.569490033 0.579609033
#> 111 0.260065230 0.314775729 0.367622724 0.415291050 0.444230485
#> 112 0.301751803 0.384901345 0.464073227 0.545728870 0.653306831
#> 113 0.501186818 0.627052593 0.750105754 0.866267849 0.958612270
#> 114 -0.212311756 -0.261720080 -0.308185391 -0.344772699 -0.343777488
#> 115 -0.170795042 -0.304013819 -0.430609964 -0.544531061 -0.620271243
#> 116 -0.208106946 -0.327850550 -0.442058397 -0.547790188 -0.631952328
#> 117 -0.196301262 -0.338677151 -0.474319686 -0.600579671 -0.705271881
#> 118 0.597381700 0.611121162 0.623570273 0.630920361 0.617437230
#> 119 0.250532656 0.237413275 0.224934714 0.210046048 0.181101611
#> 120 0.207994682 0.208798520 0.208961619 0.195510746 0.117891609
#> 121 0.191275729 0.212657903 0.233740080 0.246417457 0.219280648
#> 122 0.919597671 1.054751771 1.184900122 1.308810762 1.419800509
#> 123 0.691786812 0.805893750 0.916142404 1.025403458 1.143231641
#> 124 0.809783932 0.920480388 1.028474575 1.138336003 1.266696531
#> 125 0.976008947 1.125255043 1.268067888 1.405191557 1.536755651
#> 126 0.719724344 0.837944550 0.950934091 1.060408599 1.170987946
#> 127 0.446066223 0.617194160 0.780484941 0.934061760 1.067607933
#> 128 0.305545953 0.378173254 0.447324354 0.500877587 0.490415206
#> 129 0.175565411 0.197931675 0.219296765 0.227990009 0.178469815
#> 130 0.148972705 0.191799838 0.232078149 0.258690518 0.227617741
#> 131 0.219962674 0.272955581 0.323034980 0.362167440 0.358270526
#> 132 0.323173141 0.391298438 0.456655205 0.520247997 0.585345053
#> 133 0.427011984 0.493813365 0.558672614 0.625846856 0.711500946
#> 134 0.310347847 0.373491582 0.434318140 0.495379876 0.566138938
#> 135 0.259486941 0.316519095 0.370670201 0.421939371 0.469640437
#> 136 0.400165452 0.441563048 0.481393094 0.519006532 0.551566133
#> 137 0.445216484 0.544838678 0.639344383 0.711917917 0.695225146
#> 138 0.422622234 0.527650507 0.628114643 0.714893207 0.750891641
#> 139 0.306452483 0.313129795 0.319971983 0.319529951 0.283068097
#> 0.0885 0.0825 0.0770 0.0718 0.0669
#> 1 -1.005953235 -1.05842075 -1.115805548 -1.176705840 -1.2382780095
#> 2 0.215406704 0.12055945 0.031247963 -0.055133808 -0.1391113740
#> 3 1.216616924 1.33817446 1.465079615 1.602667789 1.7542622204
#> 4 0.067173270 0.17746992 0.282920931 0.389818504 0.5032114781
#> 5 0.306233210 0.41727818 0.522623051 0.627019950 0.7375404092
#> 6 -0.853353870 -0.94195873 -1.032988548 -1.125163736 -1.2177098755
#> 7 -0.172920887 -0.16206665 -0.152861669 -0.144281806 -0.1375927907
#> 8 0.065845685 0.07720525 0.090141038 0.104334393 0.1158834862
#> 9 -0.992514029 -1.08268763 -1.175064607 -1.267789179 -1.3562562905
#> 10 -0.249821344 -0.31198623 -0.373449095 -0.435942301 -0.5013234125
#> 11 -0.752937392 -0.88121492 -1.009202901 -1.138774496 -1.2661967291
#> 12 0.892747337 0.96023378 1.028616369 1.098767827 1.1799929985
#> 13 -0.280249773 -0.43376427 -0.578599101 -0.718723711 -0.8599001674
#> 14 0.624688391 0.53141254 0.451233368 0.375787436 0.2986093871
#> 15 -0.304508102 -0.26804517 -0.237911338 -0.211230733 -0.1818591853
#> 16 0.194501069 0.18042863 0.168021629 0.154643400 0.1348921841
#> 17 -0.119235007 -0.08844114 -0.063445984 -0.041476007 -0.0230067886
#> 18 0.264888020 0.18753263 0.119479198 0.054679324 -0.0162549066
#> 19 -0.137866765 -0.23196650 -0.322691816 -0.415133932 -0.5177724127
#> 20 1.082615930 1.06872376 1.071211352 1.089436582 1.1197957223
#> 21 -0.564171983 -0.65558118 -0.744148750 -0.830392091 -0.9156130089
#> 22 -0.427089182 -0.56169356 -0.691751802 -0.818896631 -0.9464962048
#> 23 -0.301766880 -0.43771168 -0.566570339 -0.690026520 -0.8123977344
#> 24 -0.929565320 -1.02083423 -1.114316248 -1.209226461 -1.3068241068
#> 25 -0.505542147 -0.62631691 -0.738848700 -0.844058471 -0.9471516394
#> 26 -0.225374341 -0.08041344 0.056900609 0.193394559 0.3399442378
#> 27 -0.452919944 -0.50731387 -0.562232387 -0.619677853 -0.6837618444
#> 28 0.203503804 0.18130912 0.164429862 0.150680997 0.1400144704
#> 29 -0.736450973 -0.68293929 -0.639726400 -0.601324122 -0.5644769556
#> 30 -0.409018779 -0.44287777 -0.477833784 -0.513691083 -0.5524530360
#> 31 -0.659767872 -0.69500968 -0.734839242 -0.778676797 -0.8222940789
#> 32 -0.404833251 -0.42795751 -0.455230338 -0.485306581 -0.5166308006
#> 33 -0.364497992 -0.38233995 -0.403653601 -0.427972502 -0.4566706337
#> 34 -0.076103522 -0.10079988 -0.126257428 -0.152857446 -0.1809222667
#> 35 -0.175344695 -0.21013105 -0.246876760 -0.286016914 -0.3302526656
#> 36 -0.893299491 -0.99026187 -1.089108508 -1.190085252 -1.2939502218
#> 37 -0.887871280 -1.00790594 -1.129755137 -1.255098779 -1.3867400518
#> 38 -0.902799641 -0.99601471 -1.092431137 -1.192603291 -1.2985172265
#> 39 -0.658747634 -0.74171423 -0.825543084 -0.910888629 -0.9997979736
#> 40 -0.765601656 -0.89631110 -1.027463786 -1.162308873 -1.3047192321
#> 41 -0.978391913 -1.11774471 -1.256892919 -1.398425595 -1.5453229544
#> 42 -0.757200799 -0.82902295 -0.903670264 -0.981696948 -1.0658983183
#> 43 -1.442005010 -1.63435194 -1.826489342 -2.021326013 -2.2233448180
#> 44 -1.350768838 -1.59912536 -1.843673361 -2.090315328 -2.3459938823
#> 45 -1.359276587 -1.56948970 -1.778161701 -1.989459923 -2.2083246402
#> 46 -1.042404782 -1.25210629 -1.456374163 -1.659899820 -1.8660027986
#> 47 -0.788178977 -0.71939058 -0.661586377 -0.605633913 -0.5428152391
#> 48 -0.080426321 -0.16704602 -0.249355166 -0.328426859 -0.4060344517
#> 49 -0.396414125 -0.45716311 -0.519538029 -0.582590044 -0.6460877179
#> 50 -0.242439207 -0.25537683 -0.271323023 -0.288849488 -0.3076080708
#> 51 -0.270620610 -0.29309604 -0.318132098 -0.346447162 -0.3788100121
#> 52 0.299029182 0.34584204 0.390630218 0.431966493 0.4667017110
#> 53 -0.161454042 -0.13119980 -0.107592282 -0.090293654 -0.0780906996
#> 54 0.101141676 0.14588259 0.186791309 0.225186497 0.2605817408
#> 55 0.252761247 0.32371137 0.389048709 0.450163286 0.5067536789
#> 56 0.384604742 0.43574076 0.483357266 0.528625080 0.5749002978
#> 57 0.168580204 0.08432751 0.006847101 -0.068871288 -0.1454526303
#> 58 0.109472907 -0.02181918 -0.144634371 -0.267521355 -0.4004283175
#> 59 -0.024666653 -0.11437735 -0.198718694 -0.281517062 -0.3640835033
#> 60 -0.075913658 -0.20999853 -0.337334892 -0.463495473 -0.5959850837
#> 61 0.011080907 -0.03942575 -0.084913656 -0.125001581 -0.1550293182
#> 62 0.143665726 0.10392453 0.067282595 0.033201222 0.0006751074
#> 63 -0.952845335 -1.10217471 -1.251866746 -1.403208658 -1.5576105395
#> 64 -0.651498569 -0.79204135 -0.929103495 -1.066746349 -1.2020347354
#> 65 1.181780328 1.20338134 1.240291779 1.293332185 1.3796956425
#> 66 1.423310355 1.44722524 1.482457202 1.528883165 1.5824838965
#> 67 1.472943246 1.42700666 1.399861227 1.384792796 1.3768743146
#> 68 -0.125355860 -0.15866293 -0.192686038 -0.227711897 -0.2649438833
#> 69 1.211578867 1.23040615 1.262598363 1.307024381 1.3586316224
#> 70 0.318410604 0.33954809 0.362571282 0.388206232 0.4222756692
#> 71 -0.389017441 -0.42468896 -0.461929856 -0.502366443 -0.5468759322
#> 72 0.024166323 0.06449455 0.104147280 0.144041488 0.1870804628
#> 73 -0.491690404 -0.47029836 -0.456395033 -0.448715542 -0.4441031216
#> 74 0.494497658 0.46762944 0.448600361 0.432923547 0.4168592145
#> 75 -0.111022050 -0.04369470 0.019562008 0.081479292 0.1493505228
#> 76 0.506487983 0.54435707 0.588250734 0.637533409 0.7031853871
#> 77 0.062875108 0.05103347 0.040924955 0.030916330 0.0214537762
#> 78 0.289353815 0.33159246 0.374003767 0.417262347 0.4616055979
#> 79 1.136861489 1.16774939 1.209411690 1.257956378 1.3100760918
#> 80 0.733549990 0.78210254 0.833650685 0.885949376 0.9392522502
#> 81 1.102801828 1.20170122 1.304971375 1.414050701 1.5325907201
#> 82 -0.087624539 -0.05219969 -0.022310509 0.003812795 0.0272944232
#> 83 0.745990378 0.78333107 0.824896897 0.868666222 0.9114727058
#> 84 0.781126670 0.80291317 0.830381034 0.861489320 0.8942149841
#> 85 0.607260807 0.69704522 0.787561805 0.882310477 0.9854698970
#> 86 1.149699210 1.20865282 1.272749527 1.340958972 1.4117209089
#> 87 0.763966272 0.74847950 0.736648988 0.722861556 0.7038772558
#> 88 0.557681054 0.59485405 0.633186449 0.672588939 0.7095550924
#> 89 0.811380679 0.81467439 0.822322570 0.832207933 0.8474584426
#> 90 1.423425790 1.52897969 1.642794216 1.766643910 1.9088492535
#> 91 0.282274987 0.37264112 0.460613649 0.546790979 0.6303088446
#> 92 0.703243690 0.66750518 0.644432224 0.627673930 0.6065465303
#> 93 1.568316808 1.86102960 2.161966730 2.482701057 2.8314553012
#> 94 1.489921509 1.43300177 1.391421684 1.358957834 1.3247067242
#> 95 1.850422921 1.71486822 1.609744041 1.522790578 1.4448695373
#> 96 1.190735948 1.26130525 1.339957479 1.426212773 1.5167813436
#> 97 2.137848075 2.27848881 2.434896492 2.604186614 2.7828055291
#> 98 1.559451551 1.91444128 2.272289784 2.648274253 3.0556264328
#> 99 1.561435226 1.83083925 2.108065171 2.403198579 2.7248993820
#> 100 3.441523595 3.66806599 3.925793740 4.215580750 4.5339170708
#> 101 1.460946189 1.69368355 1.926782669 2.165346133 2.4250036468
#> 102 0.807318685 0.82179624 0.841122693 0.862468361 0.8854546408
#> 103 0.265878146 0.31825668 0.366593160 0.409906811 0.4487656662
#> 104 -0.085542381 -0.07859691 -0.073839014 -0.070982336 -0.0720108070
#> 105 0.423354336 0.50810773 0.589969982 0.668993643 0.7468822573
#> 106 0.005262018 0.12394474 0.233531100 0.338054363 0.4429597228
#> 107 0.152245450 0.23734611 0.318581244 0.397747458 0.4765366113
#> 108 0.051614897 0.07210390 0.093031036 0.117345848 0.1499655700
#> 109 0.118102485 0.10340422 0.093995428 0.091870928 0.1013917893
#> 110 0.616837593 0.67986083 0.748485593 0.824860089 0.9109126403
#> 111 0.458810358 0.46375615 0.471497513 0.481024556 0.4908604278
#> 112 0.710550526 0.73091420 0.754198917 0.776817685 0.7958233193
#> 113 1.051200116 1.14862131 1.251289073 1.360255089 1.4767526022
#> 114 -0.326313012 -0.29649292 -0.269701773 -0.244693584 -0.2221509667
#> 115 -0.652444241 -0.65113022 -0.652292717 -0.653039546 -0.6531536279
#> 116 -0.668726436 -0.66985039 -0.674609418 -0.679955384 -0.6853060850
#> 117 -0.726782033 -0.68443700 -0.647329674 -0.609677506 -0.5686293686
#> 118 0.617046364 0.63011356 0.647431296 0.669530945 0.6938102918
#> 119 0.160252815 0.14665749 0.134957294 0.125498962 0.1226378101
#> 120 0.090702086 0.10220851 0.112248534 0.124124851 0.1437950486
#> 121 0.166297294 0.09381459 0.025926892 -0.039681997 -0.1070924474
#> 122 1.610627404 1.86935814 2.127925650 2.393933225 2.6746220318
#> 123 1.314623299 1.53273219 1.750800672 1.974271676 2.2070790961
#> 124 1.462167340 1.71619208 1.971137856 2.233922091 2.5106266023
#> 125 1.665658058 1.79911736 1.938654994 2.084845782 2.2397013249
#> 126 1.356421036 1.60427925 1.849156870 2.098017254 2.3551133027
#> 127 1.283374063 1.56549033 1.840437314 2.115754795 2.4009626266
#> 128 0.464819124 0.42843881 0.395718877 0.364991582 0.3333669688
#> 129 0.152069886 0.14340985 0.135032401 0.128338694 0.1267420730
#> 130 0.178219455 0.11407896 0.052081315 -0.009844831 -0.0709894027
#> 131 0.340862405 0.31293699 0.286563514 0.260395714 0.2325259402
#> 132 0.693210376 0.83544161 0.974180555 1.113666667 1.2585707346
#> 133 0.809481997 0.91961833 1.030236872 1.143383660 1.2618246170
#> 134 0.647548571 0.73857589 0.828717121 0.919656683 1.0125019206
#> 135 0.541170187 0.63155750 0.719109024 0.806223478 0.8959823684
#> 136 0.608131658 0.68505987 0.762008871 0.841358013 0.9211735418
#> 137 0.639143978 0.55401004 0.475749901 0.400463823 0.3280445980
#> 138 0.731186983 0.67033673 0.616599171 0.565435892 0.5119100481
#> 139 0.288719964 0.32810244 0.367688077 0.410720837 0.4572095129
#> 0.0624 0.0582 0.0543 0.0506 0.0472
#> 1 -1.30101881 -1.3696264338 -1.4329914008 -1.50342940 -1.60107855
#> 2 -0.21830521 -0.3055368730 -0.4174558489 -0.51928667 -0.64482664
#> 3 1.91051930 2.1081244364 2.2548993912 2.33991530 2.37224618
#> 4 0.61679291 0.7558940576 0.9330360720 1.07131588 1.25271683
#> 5 0.85143454 0.9776014533 1.0752283383 1.14868377 1.20180012
#> 6 -1.31223823 -1.4068490960 -1.5020443479 -1.60928992 -1.71088610
#> 7 -0.13552035 -0.1270086962 -0.0777927154 -0.04615031 -0.06883669
#> 8 0.12181370 0.1357818569 0.1189319387 0.09258221 0.03899284
#> 9 -1.44117573 -1.5277868143 -1.5922304129 -1.67701820 -1.69904844
#> 10 -0.56822041 -0.6432415725 -0.6828668705 -0.71426912 -0.77582226
#> 11 -1.38628476 -1.5263944164 -1.6793211747 -1.81353477 -1.96665089
#> 12 1.27635073 1.3687209328 1.4345072822 1.50207435 1.57389141
#> 13 -1.00139900 -1.1477782829 -1.3239666761 -1.48758877 -1.71050024
#> 14 0.22918579 0.1380144478 0.0976704256 0.13112269 0.14035894
#> 15 -0.14958131 -0.1181920599 -0.0892191112 -0.06985822 -0.03031650
#> 16 0.10870560 0.0769789782 0.0008283032 -0.05807132 -0.20479002
#> 17 -0.01293367 0.0054766976 0.0412028282 0.05160056 -0.01418110
#> 18 -0.09082615 -0.1735438426 -0.2514287540 -0.29861590 -0.33468424
#> 19 -0.62841952 -0.7543136599 -0.8648573509 -0.94603200 -1.11116012
#> 20 1.15774426 1.2273835615 1.2391575024 1.22195900 1.26035948
#> 21 -1.00109391 -1.0847625747 -1.1676697120 -1.26219530 -1.27963517
#> 22 -1.07509804 -1.2042950340 -1.3421886827 -1.48196103 -1.61069086
#> 23 -0.93562705 -1.0535432057 -1.1877553710 -1.33379863 -1.44944384
#> 24 -1.40979649 -1.5124195410 -1.6075451194 -1.71915689 -1.85130520
#> 25 -1.05288041 -1.1449030491 -1.2943405261 -1.46573046 -1.65664919
#> 26 0.49374457 0.6638724453 0.8230052053 0.95896192 1.05884933
#> 27 -0.75462814 -0.8341284264 -0.9046861348 -0.96664781 -1.03767463
#> 28 0.13441102 0.1252738243 0.0858639004 0.05435911 -0.03573126
#> 29 -0.53545243 -0.4947125856 -0.4915249001 -0.51828954 -0.51655695
#> 30 -0.59623348 -0.6385021565 -0.6849993875 -0.73862883 -0.77108808
#> 31 -0.86374408 -0.9166752858 -0.9967877696 -1.07233960 -1.14020607
#> 32 -0.55012488 -0.5853054671 -0.6195660364 -0.66259302 -0.70178333
#> 33 -0.49090216 -0.5267292867 -0.5415852733 -0.55801560 -0.56880857
#> 34 -0.20992392 -0.2426669125 -0.2782980763 -0.30802842 -0.33134397
#> 35 -0.38057684 -0.4341308726 -0.4957024888 -0.55367895 -0.63012883
#> 36 -1.40140405 -1.5151798458 -1.6420947007 -1.77328940 -1.88988396
#> 37 -1.52424040 -1.6743282038 -1.8280036894 -1.97681890 -2.08487460
#> 38 -1.41077419 -1.5315430512 -1.6827792543 -1.83307392 -1.97268970
#> 39 -1.09330923 -1.1912181345 -1.3378924888 -1.48684461 -1.61651862
#> 40 -1.45239653 -1.6184768751 -1.7872113515 -1.93879441 -2.03764656
#> 41 -1.69601864 -1.8612043139 -2.0705038764 -2.26760938 -2.44524386
#> 42 -1.15731899 -1.2550022389 -1.3850564763 -1.51140635 -1.66732220
#> 43 -2.43136663 -2.6558589393 -2.8905974823 -3.11149091 -3.42793369
#> 44 -2.60637683 -2.8933385972 -3.1398760936 -3.35460861 -3.59908407
#> 45 -2.43165743 -2.6767825597 -2.8893986383 -3.07901342 -3.30298826
#> 46 -2.07019593 -2.2945298217 -2.4924566588 -2.66617057 -2.86034181
#> 47 -0.48185223 -0.3956832445 -0.2991277394 -0.26434059 -0.20094639
#> 48 -0.48224792 -0.5568616785 -0.6255864960 -0.69625990 -0.80253822
#> 49 -0.71127958 -0.7755335995 -0.8376186837 -0.90791326 -0.98154740
#> 50 -0.32932205 -0.3485589632 -0.3387191729 -0.33782294 -0.27866287
#> 51 -0.41436531 -0.4575793309 -0.4953474888 -0.52831018 -0.55986244
#> 52 0.49585077 0.5194636142 0.5203059084 0.54045550 0.49118868
#> 53 -0.06967785 -0.0712683683 -0.0610561505 -0.04298898 -0.01974524
#> 54 0.29044235 0.3238492240 0.3569984446 0.38040749 0.38149683
#> 55 0.55728342 0.6085875405 0.6810945040 0.75487474 0.82356143
#> 56 0.62270376 0.6679603264 0.7067335192 0.74672580 0.76902826
#> 57 -0.21711548 -0.3060360252 -0.3509089888 -0.35986547 -0.29346116
#> 58 -0.53626432 -0.6990632779 -0.8335555967 -0.90299001 -0.91368935
#> 59 -0.44165267 -0.5335134970 -0.6282475813 -0.69467649 -0.71967969
#> 60 -0.73159961 -0.8826922921 -1.0213214912 -1.12562354 -1.15402038
#> 61 -0.17405538 -0.1890002336 -0.2352208922 -0.29471718 -0.45172502
#> 62 -0.03038794 -0.0582578182 -0.0881684570 -0.11965872 -0.17728578
#> 63 -1.71447182 -1.8816649734 -1.9991134576 -2.12197597 -2.30484205
#> 64 -1.32632362 -1.4772492025 -1.5942770607 -1.67415526 -1.76008330
#> 65 1.50767424 1.6454284147 1.7826411655 1.91407522 2.08518254
#> 66 1.63809364 1.7200831596 1.7894671554 1.83155926 1.76659619
#> 67 1.38146638 1.3857838343 1.3723999784 1.38935557 1.29766750
#> 68 -0.30543057 -0.3477845754 -0.3485146921 -0.35864860 -0.36273887
#> 69 1.41284114 1.4931549718 1.5497499665 1.58120934 1.55981589
#> 70 0.46670404 0.5124513108 0.5270030543 0.53465348 0.53276149
#> 71 -0.59318307 -0.6513664051 -0.6854069900 -0.70574595 -0.73648263
#> 72 0.23360520 0.2823565643 0.3031997950 0.32303158 0.32826006
#> 73 -0.44176414 -0.4486451762 -0.4153365246 -0.38260504 -0.31548350
#> 74 0.40451987 0.3846327856 0.3846666750 0.41016738 0.45507628
#> 75 0.22389242 0.3002793040 0.3380137516 0.36819943 0.41046902
#> 76 0.79292986 0.8766198124 0.9835334704 1.09972926 1.25198351
#> 77 0.01469937 0.0008834278 0.0104278633 0.02617815 0.05786254
#> 78 0.50558346 0.5558475153 0.6110705561 0.65548810 0.68632937
#> 79 1.36858570 1.4295315471 1.5299702278 1.64581479 1.76156617
#> 80 0.99741548 1.0491326239 1.1511407233 1.27196044 1.40013320
#> 81 1.65988554 1.8025039668 1.9434158184 2.06964114 2.20885612
#> 82 0.04661472 0.0664362363 0.0994959346 0.12616902 0.19769824
#> 83 0.95409085 0.9983407868 1.0452235794 1.10417214 1.18129668
#> 84 0.92994460 0.9677558890 0.9998850359 1.04331409 1.09747601
#> 85 1.09310435 1.2207423363 1.3883003699 1.51936929 1.72206644
#> 86 1.48456759 1.5645543743 1.6325615998 1.70313424 1.78229304
#> 87 0.68697355 0.6464450227 0.6160738426 0.63913125 0.70527558
#> 88 0.74109984 0.7806781768 0.8662129130 0.93967601 1.05187936
#> 89 0.87303830 0.8896065161 1.0029021955 1.12594864 1.31238671
#> 90 2.07073462 2.2504755596 2.4266554319 2.58634925 2.74416388
#> 91 0.70961466 0.7917727330 0.9305166693 1.07113944 1.08447936
#> 92 0.58223309 0.5564879162 0.5939761014 0.65646139 0.59920343
#> 93 3.19086539 3.6335630893 3.9608765572 4.17758583 4.22618529
#> 94 1.28877008 1.2557111005 1.2621362333 1.28754654 1.42848789
#> 95 1.38738080 1.3199621063 1.3478702121 1.43862060 1.66149866
#> 96 1.60950512 1.7211997032 1.8957262748 2.06180002 2.22278087
#> 97 2.97253849 3.1825433574 3.4783216945 3.79446833 4.09118958
#> 98 3.47598629 3.9870526037 4.4581503711 4.80290490 5.17864926
#> 99 3.06091469 3.4691156358 3.8808260923 4.20637418 4.54559672
#> 100 4.87306540 5.2864369272 5.7559536908 6.18059395 6.59568972
#> 101 2.70912232 3.0096235383 3.3810185485 3.74458656 4.20828822
#> 102 0.91402977 0.9358191095 0.9376752977 0.96215421 0.90263820
#> 103 0.48652065 0.5117388862 0.5943867667 0.70165595 0.84415207
#> 104 -0.07904830 -0.0843646169 -0.1239211062 -0.16964165 -0.23652176
#> 105 0.82558591 0.9002390725 0.9469625043 1.00962417 1.03798802
#> 106 0.54647618 0.6545958386 0.7269416726 0.78836650 0.81879215
#> 107 0.55374433 0.6358485509 0.6908069832 0.74302234 0.74703817
#> 108 0.18901334 0.2395387429 0.2864881851 0.32068704 0.42262310
#> 109 0.12105946 0.1551482025 0.1950361439 0.21894956 0.28498804
#> 110 1.00404038 1.1186138068 1.2399606376 1.35361341 1.50982940
#> 111 0.50154301 0.5133988555 0.5078884046 0.51387840 0.54578346
#> 112 0.81530533 0.8225548035 0.8138289089 0.84602557 0.89861416
#> 113 1.60016253 1.7403996299 1.8800749001 2.02385779 2.14058172
#> 114 -0.20417783 -0.1824487665 -0.1927318570 -0.19925881 -0.23496844
#> 115 -0.65835863 -0.6503682816 -0.6905429372 -0.75854477 -0.81262901
#> 116 -0.69605233 -0.6954478262 -0.7591182824 -0.84703588 -0.95078200
#> 117 -0.53278925 -0.4739520233 -0.4823592554 -0.53590720 -0.57422791
#> 118 0.71534209 0.7517594568 0.7858321598 0.79494965 0.85274736
#> 119 0.12780285 0.1324710297 0.1193139245 0.10058278 -0.00855808
#> 120 0.16930796 0.2044936487 0.2255989957 0.22045224 0.22877863
#> 121 -0.17589399 -0.2463465816 -0.3190235557 -0.38468261 -0.44396938
#> 122 2.96158870 3.2917445125 3.5796861434 3.81816226 4.06536026
#> 123 2.44259352 2.7116536583 2.9681555599 3.19358999 3.39810573
#> 124 2.79329656 3.1185701441 3.4340560196 3.70376212 3.96730797
#> 125 2.40234677 2.5800386412 2.7562946251 2.93005040 3.11963823
#> 126 2.61151742 2.9057078213 3.1686263063 3.38971152 3.60511899
#> 127 2.69195944 3.0094436769 3.3603318989 3.69273793 4.03992457
#> 128 0.30134206 0.2685588218 0.2666374662 0.27344188 0.27958388
#> 129 0.13006254 0.1376570171 0.1411964035 0.13473059 0.13270155
#> 130 -0.12744444 -0.1954453612 -0.2423480167 -0.27193158 -0.28936991
#> 131 0.20376344 0.1716252548 0.1356304975 0.10924106 0.10276037
#> 132 1.40548779 1.5698040525 1.7262100877 1.86150633 1.99312752
#> 133 1.38392281 1.5192467306 1.6123410173 1.69729942 1.76664825
#> 134 1.10539730 1.2085231715 1.2856606163 1.35707055 1.41447811
#> 135 0.98684412 1.0858131311 1.1849228241 1.27379293 1.36916310
#> 136 0.99547726 1.0897587340 1.1759200410 1.23510957 1.29715203
#> 137 0.26432942 0.1866504312 0.1248660489 0.09213632 0.15766114
#> 138 0.45978391 0.3979505710 0.4135438568 0.45531986 0.59062884
#> 139 0.50084689 0.5662279966 0.6045990715 0.60788218 0.63848854
#> 0.0440 0.0411 0.0383 0.0357 0.0333 0.0311
#> 1 -1.692277835 -1.60975052 -1.55584197 -1.645957926 -2.01960936 0.300401623
#> 2 -0.761606287 -0.90271307 -1.07788680 -1.524188770 -2.60889609 -4.348497301
#> 3 2.412385839 2.41359563 2.44161884 2.692531649 2.02724121 0.265283757
#> 4 1.412795820 1.34278685 1.19704912 0.943562707 0.13429948 -3.976652180
#> 5 1.243574253 1.37460824 1.54540649 1.694825426 1.90760618 2.298100397
#> 6 -1.816190388 -1.97454421 -2.12657655 -2.225042881 -2.60359499 -4.972480094
#> 7 -0.103775290 -0.12488403 -0.11016075 0.173145597 0.17783492 -1.066234674
#> 8 -0.002059163 -0.12653851 -0.28420924 -0.482300276 -0.84506473 -0.340072912
#> 9 -1.713181089 -1.73382728 -1.75339241 -1.695580345 -2.03347001 -5.474710192
#> 10 -0.843825348 -0.89454540 -0.92002933 -0.825570825 -0.45001496 0.295531250
#> 11 -2.111223081 -2.23611302 -2.36824546 -2.637503249 -3.12043957 -6.295388575
#> 12 1.645503024 1.66228392 1.61716577 1.502070493 1.29690386 0.806197102
#> 13 -1.912051458 -2.12257080 -2.25200252 -2.289931912 -2.15686312 -0.576632026
#> 14 0.149227125 0.14761025 0.05105376 -0.356870388 -0.35256065 -0.810047544
#> 15 -0.001357587 0.01046780 -0.03443852 -0.307154127 -1.12517270 -0.425110258
#> 16 -0.337772404 -0.54818122 -0.69615364 -0.464510183 0.64256149 -0.723474449
#> 17 -0.098427753 -0.09789527 -0.07485881 0.009682306 -0.35669306 -0.082735129
#> 18 -0.351366389 -0.43221092 -0.50552622 -0.614776413 -0.53841078 -0.926254071
#> 19 -1.273760365 -1.41019813 -1.48140599 -1.361796392 -1.10535768 -1.331015098
#> 20 1.325892210 1.53728433 1.66364178 1.295156394 0.10045199 -0.725700510
#> 21 -1.278713082 -1.31105077 -1.36147419 -1.449759914 -1.85399184 -2.890910001
#> 22 -1.735593353 -1.82236158 -1.89993126 -2.032786785 -2.42197895 -1.764527765
#> 23 -1.551288864 -1.71902429 -1.88425808 -2.030388026 -2.43388953 -1.713458397
#> 24 -1.980983425 -2.21808221 -2.39202145 -2.232957240 -2.41631028 -4.871222767
#> 25 -1.809992792 -1.85671235 -1.85619790 -1.688910201 -2.18629864 -5.307515959
#> 26 1.150559133 1.05744682 0.90364437 0.704471587 0.44735791 -0.354682769
#> 27 -1.094247058 -1.06208495 -0.98915159 -0.837112394 -0.43223294 -1.974886972
#> 28 -0.104246003 -0.12167578 -0.08490010 0.217445992 0.60347811 -0.008050580
#> 29 -0.511640526 -0.54467708 -0.60579476 -0.871770793 -1.18082377 -0.633423083
#> 30 -0.795429869 -0.85140648 -0.94369155 -1.188366725 -1.67702688 -2.344724429
#> 31 -1.197948140 -1.31065824 -1.42585683 -1.480463543 -1.58125690 -2.846098154
#> 32 -0.749155325 -0.77695596 -0.80548669 -0.843626175 -1.08895205 -1.833838202
#> 33 -0.590186009 -0.61390198 -0.64955119 -0.798435292 -1.16331731 -2.277258464
#> 34 -0.359027309 -0.38144766 -0.38121643 -0.318306448 -0.18683063 0.102418834
#> 35 -0.712250470 -0.76628087 -0.80220177 -0.784226872 -0.52200477 -1.532983599
#> 36 -1.993382441 -2.08642937 -2.15747604 -2.209004403 -2.66570001 -4.374048730
#> 37 -2.181250575 -2.25665971 -2.30228471 -2.311326663 -2.36506948 -2.862538378
#> 38 -2.100856068 -2.19260759 -2.27987973 -2.414802695 -2.53985044 -3.643625178
#> 39 -1.726896369 -1.77789096 -1.82630739 -1.921420390 -2.12651809 -2.691145136
#> 40 -2.121966238 -2.17910933 -2.22436174 -2.283830486 -2.42973580 -2.161169400
#> 41 -2.598601849 -2.70147180 -2.80372617 -2.944638973 -3.27061406 -3.984186524
#> 42 -1.814046249 -1.98747707 -2.15377781 -2.253153663 -2.35631286 -3.984247030
#> 43 -3.731117516 -4.07035922 -4.39671101 -4.645880288 -5.20170612 -8.176321128
#> 44 -3.832007949 -4.09774994 -4.32814259 -4.425211268 -4.02800133 -6.439003959
#> 45 -3.518175660 -3.73686530 -3.92051280 -4.013464283 -4.28205314 -5.139475276
#> 46 -3.040571147 -3.21487115 -3.34154433 -3.368900804 -3.46461454 -5.212623141
#> 47 -0.153715674 -0.28515174 -0.41290517 -0.391508540 -0.88949856 -5.269171609
#> 48 -0.917262859 -0.99668505 -1.08939899 -1.332748622 -1.98370087 -1.967226891
#> 49 -1.068054183 -1.15230492 -1.27653936 -1.603493782 -2.24812005 -1.203906886
#> 50 -0.231658965 -0.14328172 -0.11291099 -0.349611095 -0.67910000 -1.641268022
#> 51 -0.594084638 -0.55630716 -0.51337514 -0.438443972 -0.51343508 -0.269729084
#> 52 0.434386390 0.39401997 0.32592105 0.130441652 -0.06019669 -0.767773330
#> 53 -0.008855730 -0.16163987 -0.29707818 -0.226576502 0.04355999 -1.795872704
#> 54 0.377206614 0.40934959 0.47933001 0.697963470 0.84307303 -1.778317705
#> 55 0.873458355 0.84394186 0.84147016 0.897381230 0.98447748 2.772282897
#> 56 0.780682489 0.60713561 0.49611922 0.780560166 1.44088148 -1.615543681
#> 57 -0.216470070 -0.14599335 -0.11304504 -0.290369336 -0.54910976 -0.085336321
#> 58 -0.908464003 -0.87292786 -0.90460963 -1.235322656 -1.21536208 -1.305976785
#> 59 -0.731689977 -0.71981378 -0.75698952 -1.056915260 -1.09310030 -2.421355769
#> 60 -1.165591197 -1.15018394 -1.18507418 -1.537277293 -1.93025513 -1.358128598
#> 61 -0.603723991 -0.79667465 -1.01299972 -1.221848705 -2.48979445 -4.461000046
#> 62 -0.245184802 -0.31211491 -0.43400038 -0.762521980 -1.68883481 -0.009590733
#> 63 -2.498182881 -2.68816511 -2.82310710 -2.768472197 -2.85577896 -4.481767924
#> 64 -1.843217900 -1.91066750 -1.95237699 -1.998997922 -1.24978619 -0.491000204
#> 65 2.260205098 2.55396172 2.98623473 3.496384574 4.20352082 7.138114808
#> 66 1.696351079 1.62513742 1.63966600 1.989348927 2.36222272 1.042660185
#> 67 1.216479821 1.13035172 1.14500297 1.450106851 2.54858212 2.764001878
#> 68 -0.371446757 -0.55267601 -0.72189691 -0.724129353 -1.23312949 -5.284055606
#> 69 1.553593977 1.47102851 1.46157307 1.745515745 1.75457391 1.570222884
#> 70 0.535753155 0.47990009 0.43893388 0.516917202 0.28919637 0.688838868
#> 71 -0.767200902 -0.83547244 -0.90083774 -0.941543111 -0.77239697 -0.089794611
#> 72 0.340780652 0.32534980 0.33677000 0.411788651 0.73160312 0.804869672
#> 73 -0.255410210 -0.23035862 -0.15520238 -0.034198155 0.13928422 0.777363772
#> 74 0.508894923 0.53893027 0.56542677 0.637150051 0.96334895 1.565467955
#> 75 0.458573611 0.60033938 0.72607697 0.798540602 1.04921567 2.482117256
#> 76 1.410691385 1.58443325 1.72748163 1.777886278 1.66321171 1.593658813
#> 77 0.098599933 0.07120960 0.11040194 0.427404122 1.17657966 1.285339520
#> 78 0.715612209 0.73148920 0.75716293 0.867167648 0.92216497 1.461655820
#> 79 1.882117129 1.97699307 2.12014444 2.685465524 3.67831999 4.947775274
#> 80 1.519177486 1.61576844 1.70000261 1.915939960 2.32822403 2.711284626
#> 81 2.341919059 2.49532163 2.65805147 2.937645130 3.15208729 3.940610811
#> 82 0.258896600 0.35520012 0.45566904 0.458890766 0.29990798 0.095213482
#> 83 1.260033358 1.40249560 1.55094656 1.760134261 2.24375850 4.017435284
#> 84 1.153031028 1.24448007 1.32539389 1.349280138 1.56003603 3.153114235
#> 85 1.918759728 2.09684941 2.25461597 2.428301464 1.76478950 1.398643405
#> 86 1.863870512 1.98895735 2.16666792 2.300024395 2.42778084 2.505519937
#> 87 0.772589692 0.80902270 0.75270420 0.242736989 -0.44037261 1.873213400
#> 88 1.157721506 1.18407085 1.16995281 1.031034515 0.56695898 1.156112114
#> 89 1.481013825 1.70799567 2.02651252 2.257520504 2.71061885 2.217120147
#> 90 2.896488559 3.03426364 3.18124554 3.358057039 3.32381418 4.057568942
#> 91 1.087105409 1.15881073 1.21436040 1.031944987 0.70888026 0.044282591
#> 92 0.554983588 0.60379152 0.57754524 0.510541485 0.42857563 1.515632977
#> 93 4.301276961 4.56695011 4.85043746 4.980727232 3.72926872 5.129308754
#> 94 1.586910914 1.71437941 1.88999525 2.176232148 3.28297057 5.386456338
#> 95 1.898357812 2.12992375 2.34035116 2.245092894 2.62148533 4.149006921
#> 96 2.366130294 2.41602135 2.50710215 2.912561312 3.38265751 3.919521235
#> 97 4.370642003 4.58648014 4.77905174 5.048177211 5.46492547 8.744725043
#> 98 5.554306850 5.86570182 6.16806384 6.534942506 5.48818992 4.561413695
#> 99 4.874816946 5.12186557 5.34309593 5.643039097 5.00455248 6.161053276
#> 100 7.012531755 7.47913643 7.98822907 8.501379597 8.66041380 10.407771393
#> 101 4.640211372 4.91635248 5.21652241 5.564544317 6.02455638 8.713556907
#> 102 0.839153017 0.77827704 0.77926069 0.860784129 1.70915647 2.914898218
#> 103 0.967632411 1.10364332 1.21113961 1.248881552 1.83905085 1.964861685
#> 104 -0.297676713 -0.49447064 -0.72148441 -1.026048965 -1.48959932 -2.188525661
#> 105 1.060318328 1.06586950 1.04178032 0.945616631 1.09254744 2.245053716
#> 106 0.838533994 0.90518047 0.91005622 0.735835252 0.20958868 1.657211991
#> 107 0.746193121 0.63515913 0.50171899 0.378874734 0.15421706 0.758840197
#> 108 0.527287939 0.59185315 0.64549998 0.796620815 0.94319896 1.739183017
#> 109 0.357276040 0.39083448 0.39908325 0.459969903 0.17193237 0.276483342
#> 110 1.665764501 1.80919371 1.94707402 2.071825220 2.37393349 4.024751084
#> 111 0.577467796 0.58291711 0.58720447 0.566049958 1.00552821 2.490970038
#> 112 0.957187061 0.85184009 0.76473873 0.886304773 2.27620921 2.321793941
#> 113 2.242255806 2.23751659 2.22893196 2.205858735 2.61766766 2.224465581
#> 114 -0.262178768 -0.10067317 0.06745640 0.232531703 0.91559987 0.889317341
#> 115 -0.839514008 -0.64413892 -0.42722456 -0.100489332 0.22445166 1.641141217
#> 116 -1.032292430 -0.88138103 -0.71592027 -0.568891720 -0.46185342 1.216575576
#> 117 -0.585667776 -0.34346398 -0.10619747 0.051710655 0.03581576 -0.522897050
#> 118 0.926454848 1.10545011 1.26387927 1.374565313 1.62980643 1.073459423
#> 119 -0.119824377 -0.20864678 -0.20312005 0.314021465 1.33761356 4.783681161
#> 120 0.228545650 0.33103052 0.40259538 0.224852517 -0.21267702 0.822988223
#> 121 -0.505685627 -0.54301222 -0.55196524 -0.529585636 -0.38249611 0.543442320
#> 122 4.306729262 4.64135995 5.00299305 5.528106045 6.52001372 7.020194807
#> 123 3.594079839 3.82463880 4.08185291 4.645503891 5.55714111 6.844479495
#> 124 4.224181485 4.50739605 4.78451594 5.271218565 5.60438406 6.044048242
#> 125 3.310485816 3.63714759 3.99995340 4.597171912 6.07891455 8.317906932
#> 126 3.813027453 4.11502800 4.44853322 4.940570728 5.83010002 5.698001806
#> 127 4.350031093 4.46666510 4.59197920 5.049077910 6.43885413 7.654244659
#> 128 0.270387088 0.30058592 0.34132868 0.462259149 1.06718254 2.922588657
#> 129 0.118725060 0.13437132 0.16385696 0.147527218 -0.10099584 -0.547928490
#> 130 -0.320676710 -0.37261715 -0.40236460 -0.287682983 0.17816750 0.717053197
#> 131 0.088364278 0.09997190 0.11550112 -0.028446246 -0.14467655 1.248412404
#> 132 2.108916086 2.23535843 2.36799302 2.648469776 3.20612865 4.195552884
#> 133 1.834163335 1.98615770 2.13195633 2.350222793 2.90462295 4.896707448
#> 134 1.464360957 1.60162493 1.75684405 1.880081047 2.31546976 3.745340074
#> 135 1.450438528 1.57581655 1.71860612 1.948757423 2.54561277 3.141544149
#> 136 1.355258113 1.49208396 1.65170117 1.953030650 2.51078590 2.149743097
#> 137 0.217488653 0.28165871 0.31472443 0.111254511 0.23108622 0.123485891
#> 138 0.711853800 0.80807119 0.89616664 0.980048751 1.84872166 2.064771772
#> 139 0.670071075 0.63600560 0.61023674 0.603553672 0.37649623 -0.900792741
#> 0.0290 0.0270 0.0252 0.0235 0.0219
#> 1 -1.77572209 -3.67873387 -4.26373300 -6.93058983 -6.93102121
#> 2 -4.92981721 -8.41693937 -9.10672622 -7.63740011 -7.63782720
#> 3 -0.37185874 -0.91923853 -1.23699297 -8.71391484 -8.71459442
#> 4 -3.64444680 -2.52019475 -2.41151136 -19.04861937 -19.04985788
#> 5 1.26166187 2.08134880 1.98209960 0.36702599 0.36701787
#> 6 -5.77452603 -8.72215886 -9.10650225 -17.87714218 -17.87814637
#> 7 -2.49839658 -3.37029971 -3.04753276 -2.17804835 -2.17820791
#> 8 -1.27608459 -2.23861373 -2.33286607 -4.53288727 -4.53308982
#> 9 -7.02204168 -15.27838556 -16.11956108 -13.06351975 -13.06419295
#> 10 0.74863013 -0.42686496 -0.47854982 -6.72856028 -6.72901413
#> 11 -6.57985470 -9.43192685 -10.14950643 -24.32246977 -24.32380969
#> 12 -0.09214514 -0.56206668 -0.87686010 1.41283006 1.41277600
#> 13 -0.48081092 1.02918348 1.22556004 0.57525654 0.57524690
#> 14 -1.14105665 -0.86397801 -0.91674261 -7.88451502 -7.88510876
#> 15 -0.96352912 -1.47868462 -1.49981953 -6.96508450 -6.96549558
#> 16 -1.92881305 -3.32172141 -3.70135664 -8.94235056 -8.94286042
#> 17 -0.38278700 -0.93129415 -0.99909715 -4.86571082 -4.86598465
#> 18 -1.96992205 -2.48962843 -2.53823049 -1.15624793 -1.15623363
#> 19 0.38344385 0.17683809 -0.03484013 -8.54173258 -8.54223013
#> 20 -0.09543383 0.27299643 0.33111594 -0.31723335 -0.31724337
#> 21 -3.13330777 -6.15044540 -6.72306600 -13.64390319 -13.64463303
#> 22 -2.22455863 -5.45141694 -5.94797797 -9.97768682 -9.97822496
#> 23 -2.43656189 -3.77182422 -3.84070928 -15.95459261 -15.95551946
#> 24 -7.14614031 -10.70200038 -11.09459718 -17.06059108 -17.06149583
#> 25 -6.50328056 -8.16854135 -8.42185783 -11.14780336 -11.14838491
#> 26 -0.60501239 -1.06678101 -0.91373810 -5.45055747 -5.45093583
#> 27 -0.26518554 -2.63934807 -3.06492993 -3.41466621 -3.41476367
#> 28 1.89359147 -0.91774637 -0.72718096 -1.65970150 -1.65973818
#> 29 -0.76667722 -1.51502444 -2.00880502 -3.75185301 -3.75200783
#> 30 -0.96589457 -0.85211722 -0.85421507 -7.58107091 -7.58148908
#> 31 -2.65007154 -2.51263008 -2.69578944 -15.90590675 -15.90679355
#> 32 -2.34465369 -2.53078142 -2.58477462 -1.91208466 -1.91216870
#> 33 -1.82682360 -0.71995027 -0.59279289 -0.64981261 -0.64982853
#> 34 -0.72449760 -1.01687006 -1.08916108 -0.74797164 -0.74801199
#> 35 -1.58119173 -1.82277253 -1.93664465 -3.01628125 -3.01645109
#> 36 -5.04369024 -6.32266005 -6.54250308 -13.86225443 -13.86296276
#> 37 -3.16063840 -3.03045942 -3.05923480 -4.81439927 -4.81459283
#> 38 -3.89935455 -4.28345445 -4.46817010 -14.71167829 -14.71245362
#> 39 -3.27375792 -3.61696821 -3.86426201 -9.43057600 -9.43104540
#> 40 -2.48685921 -1.67600464 -1.67907793 -2.65846738 -2.65854540
#> 41 -4.39751167 -4.72286151 -5.01915397 -13.98261733 -13.98335429
#> 42 -4.77231687 -7.03845928 -7.40985210 -19.25155965 -19.25259793
#> 43 -10.81903653 -16.41300737 -17.21475359 -35.29221604 -35.29418245
#> 44 -8.92940898 -14.62017095 -15.30417604 -25.46441545 -25.46586320
#> 45 -7.02101831 -12.40586401 -12.89895200 -14.65999293 -14.66077974
#> 46 -7.56812066 -12.90073111 -13.52895725 -11.77319868 -11.77382250
#> 47 -7.10725444 -10.91416929 -11.36111440 -20.11566083 -20.11676041
#> 48 -3.58390089 -7.88237985 -8.30496018 -12.65978555 -12.66050542
#> 49 -2.51575922 -6.08300438 -6.52802137 -10.96245178 -10.96308489
#> 50 -1.16416836 -0.96658922 -0.97759217 0.74056670 0.74060448
#> 51 -0.10526491 0.48713910 0.52358035 1.29858594 1.29868956
#> 52 -1.26588489 -1.29947913 -1.49090357 -3.78609891 -3.78628301
#> 53 -2.25913801 -3.48082887 -3.42787639 -3.62524203 -3.62540322
#> 54 -2.99827471 -5.05008742 -5.10218038 -3.14706501 -3.14716936
#> 55 1.42881041 1.21748858 1.19373597 0.03773491 0.03771131
#> 56 -2.80470483 -4.12039284 -4.24081613 -7.23497701 -7.23540425
#> 57 -0.48312278 -0.35343145 -0.20322248 -7.12598519 -7.12651533
#> 58 -2.40171724 -3.16338960 -3.51097613 -8.03763223 -8.03816963
#> 59 -1.54561271 -1.88563936 -2.09214905 -2.27343550 -2.27356304
#> 60 -1.81206822 -5.00129573 -5.52790901 -8.96564350 -8.96618267
#> 61 -6.75669741 -12.48468662 -12.80683225 -16.57884674 -16.57983017
#> 62 0.31628865 -0.66085108 -0.83001655 -3.52154909 -3.52180490
#> 63 -6.74215435 -10.36982755 -10.76967553 -20.46067514 -20.46190185
#> 64 -0.24100611 0.63203202 0.50396883 3.16585913 3.16601302
#> 65 5.69096506 4.54472570 5.04804377 3.18643235 3.18646069
#> 66 1.96041227 2.44609692 2.90834441 2.74132291 2.74138232
#> 67 3.54875976 4.73293302 5.32165842 5.78153720 5.78178454
#> 68 -5.07848172 -3.76591810 -3.51001241 0.66042700 0.66049723
#> 69 2.13201489 3.40838372 3.98065852 5.76184103 5.76213718
#> 70 0.92707773 2.99267270 3.19680496 0.95214988 0.95218450
#> 71 -0.12560972 0.58827086 0.74720976 2.10318688 2.10329883
#> 72 1.84771229 3.05304473 3.18109820 6.88251201 6.88290908
#> 73 0.97227261 2.49066534 2.68193980 9.73440093 9.73503218
#> 74 1.07298682 0.37859946 0.48335870 6.30301503 6.30336597
#> 75 2.16992688 1.62255826 1.54472391 9.28944005 9.28999952
#> 76 1.15763011 2.63874831 2.97567808 1.70396613 1.70391273
#> 77 0.44550909 0.04786528 -0.01092939 14.17764260 14.17847391
#> 78 1.62636458 1.54177226 1.81949104 4.06307000 4.06324819
#> 79 6.51742817 8.94518303 9.96605643 29.25647602 29.25806709
#> 80 2.77597246 4.02562983 4.52527413 15.13167955 15.13245821
#> 81 4.62834417 7.40858736 8.03324045 24.39789799 24.39922956
#> 82 1.58990494 3.81521721 4.07081355 13.50804605 13.50886483
#> 83 5.47944481 7.85746909 8.26820348 18.61207326 18.61308718
#> 84 3.34583337 4.43142934 4.48434736 11.10337130 11.10395793
#> 85 0.95199973 0.92364937 1.23883001 2.97114217 2.97120824
#> 86 4.72599404 6.98930791 7.45677018 23.80126639 23.80267426
#> 87 2.05962438 2.64864299 2.41302332 5.97034317 5.97068745
#> 88 2.00431513 2.13383815 2.37271131 12.18152993 12.18217879
#> 89 1.93824254 3.93545249 4.73818279 35.87362082 35.87570288
#> 90 2.28936109 3.52380052 3.89184024 22.82021333 22.82148961
#> 91 -0.31813269 -0.10681869 0.08417383 1.20825194 1.20829877
#> 92 4.92425026 9.97898912 10.88317920 3.03369405 3.03358268
#> 93 8.04589538 13.51816993 14.62981983 15.32195837 15.32278434
#> 94 6.92024378 9.99991626 10.81504113 24.21657021 24.21784429
#> 95 7.10524678 10.03099991 10.91619442 32.77013938 32.77189517
#> 96 6.23746697 9.54885686 10.46619880 9.85877192 9.85916057
#> 97 9.51812677 14.03490868 15.17346006 29.78338583 29.78488744
#> 98 5.93306327 7.36589951 8.33864278 16.95255692 16.95349534
#> 99 7.31420747 8.44117232 8.99607823 15.34656873 15.34728274
#> 100 14.57860328 20.85794891 22.63438251 60.48126419 60.48466048
#> 101 6.47047353 7.74612374 7.56886133 16.79393728 16.79479628
#> 102 1.64180997 0.78493972 0.76401573 0.88870717 0.88869503
#> 103 1.79919927 3.14364482 3.31405330 0.45558400 0.45556018
#> 104 -1.34102645 0.50470939 0.45492734 -3.98106424 -3.98125489
#> 105 3.08286614 4.29691873 4.43698218 1.76821409 1.76829170
#> 106 3.11064122 4.46569359 4.61861819 1.60377761 1.60384403
#> 107 1.46201982 2.53327912 2.74881947 3.50394806 3.50417475
#> 108 2.03044705 2.65622414 2.71551879 7.80936206 7.80972127
#> 109 0.21155532 -0.04239853 0.04753513 3.76026643 3.76036579
#> 110 4.69267085 5.67966622 5.89772207 16.47267801 16.47352006
#> 111 3.89856832 4.95930264 5.09369640 3.65829563 3.65845954
#> 112 3.00427994 1.92693106 1.74773845 1.00644696 1.00644178
#> 113 2.73900794 2.07767277 2.07628333 4.37164880 4.37178543
#> 114 -0.37133753 -0.60538316 -0.86948419 3.36990689 3.37008481
#> 115 2.35331825 4.29946466 4.57511140 6.55835283 6.55873649
#> 116 0.90819677 1.72852821 1.72846670 -0.35526406 -0.35528348
#> 117 0.26866325 2.24488956 2.22069176 6.38991856 6.39035189
#> 118 2.66027263 4.49617511 4.84780574 3.79595329 3.79610300
#> 119 4.76664331 5.21352441 5.69467926 5.48646863 5.48665260
#> 120 0.69419120 -0.32172190 -0.38440527 0.74332968 0.74332948
#> 121 1.80400141 0.75014771 0.83906286 1.71878046 1.71885166
#> 122 10.84204616 14.25661709 15.12147562 30.23431123 30.23594146
#> 123 10.61012441 15.17089500 16.06418609 20.60239903 20.60341309
#> 124 10.14168327 14.27021382 15.14707410 20.32922182 20.33021256
#> 125 10.74951605 14.72483514 15.57844981 30.66170643 30.66330485
#> 126 9.74278470 14.07459984 14.80319143 27.28355833 27.28503683
#> 127 8.28739732 8.87001516 9.23156552 15.81675724 15.81745783
#> 128 4.44534189 4.84173321 5.13766146 6.78672093 6.78700608
#> 129 -1.36465901 -3.27190234 -3.45427614 -0.21524503 -0.21524349
#> 130 0.89926331 0.05394264 0.12615134 3.31902405 3.31914292
#> 131 1.33737718 2.27330153 2.26362796 9.35919568 9.35973289
#> 132 4.62429316 5.50100043 5.76725432 10.59766471 10.59819172
#> 133 6.51639106 9.22062437 9.66775661 14.43010765 14.43086220
#> 134 4.81043731 7.07945553 7.40529110 8.86910719 8.86958871
#> 135 3.96772640 5.85045104 6.22174072 7.62798731 7.62837108
#> 136 4.10126311 5.15930020 5.57721631 6.87477473 6.87513005
#> 137 0.53199481 2.64192889 2.66250721 1.85122613 1.85125782
#> 138 3.60658554 6.69019337 7.23334668 15.86125688 15.86208167
#> 139 -1.02116089 -0.10833271 0.02568379 -0.31952398 -0.31950961
#> 0.0204 0.0191 0.0178
#> 1 -6.93144797 -6.8893965 -34.5487003
#> 2 -7.63824972 -7.6784025 -63.4658456
#> 3 -8.71526672 -8.8725870 -98.6069336
#> 4 -19.05108315 -19.2823306 -176.4265013
#> 5 0.36700984 0.3737782 -2.6870714
#> 6 -17.87913982 -17.9308528 -116.5391371
#> 7 -2.17836577 -2.1778930 -11.0583895
#> 8 -4.53329020 -4.5026433 -0.3820415
#> 9 -13.06485896 -13.0731487 -128.6593537
#> 10 -6.72946312 -6.7069188 -63.1635147
#> 11 -24.32513529 -24.3556707 -163.5153917
#> 12 1.41272253 1.4089197 -0.6329806
#> 13 0.57523736 0.5099438 -0.4058764
#> 14 -7.88569617 -8.0125285 -100.1657658
#> 15 -6.96590225 -6.9854578 -52.2050535
#> 16 -8.94336483 -8.9560974 -51.9238119
#> 17 -4.86625555 -4.8494449 -35.7652153
#> 18 -1.15621948 -1.1589746 -10.5493137
#> 19 -8.54272236 -8.5164662 -73.2523726
#> 20 -0.31725329 -0.3097470 -2.7817977
#> 21 -13.64535507 -13.6562323 -94.1531074
#> 22 -9.97875734 -10.0085591 -81.8767720
#> 23 -15.95643639 -16.0425846 -109.0598311
#> 24 -17.06239090 -17.1082943 -108.2751790
#> 25 -11.14896025 -11.2357810 -82.1899538
#> 26 -5.45131014 -5.5793624 -83.9423056
#> 27 -3.41486010 -3.3561482 -56.5206640
#> 28 -1.65977447 -1.7138784 -51.1745074
#> 29 -3.75216099 -3.7482281 -45.8358782
#> 30 -7.58190277 -7.5227052 -64.8826437
#> 31 -15.90767086 -15.8835919 -115.4389396
#> 32 -1.91225184 -1.8741546 -13.4685595
#> 33 -0.64984428 -0.6407504 -15.5504073
#> 34 -0.74805191 -0.7375232 -6.7017325
#> 35 -3.01661911 -3.0245176 -24.5390857
#> 36 -13.86366351 -13.8371059 -84.0524465
#> 37 -4.81478432 -4.7461839 -8.9068167
#> 38 -14.71322066 -14.6936505 -87.7079981
#> 39 -9.43150978 -9.4072928 -43.7052071
#> 40 -2.65862259 -2.5953884 -1.7846518
#> 41 -13.98408337 -13.9905385 -78.5110798
#> 42 -19.25362510 -19.3139399 -127.9938896
#> 43 -35.29612784 -35.4114944 -259.0991307
#> 44 -25.46729547 -25.5628537 -201.8014819
#> 45 -14.66155813 -14.7090065 -126.7937354
#> 46 -11.77443965 -11.8006736 -99.3939917
#> 47 -20.11784824 -20.1704043 -122.2769346
#> 48 -12.66121760 -12.6938934 -97.3102721
#> 49 -10.96371124 -10.9946446 -88.6465085
#> 50 0.74064186 0.7596939 2.2971127
#> 51 1.29879206 1.2556518 -1.1090109
#> 52 -3.78646515 -3.8788241 -52.6347391
#> 53 -3.62556268 -3.6329683 -22.4990536
#> 54 -3.14727260 -3.1868716 -34.6979390
#> 55 0.03768797 -0.0294013 -0.8341882
#> 56 -7.23582692 -7.3400931 -51.6361757
#> 57 -7.12703981 -7.1895404 -85.0667237
#> 58 -8.03870128 -8.1716511 -97.0781417
#> 59 -2.27368920 -2.3346280 -42.0788482
#> 60 -8.96671607 -9.0539352 -112.9343979
#> 61 -16.58080309 -16.7257806 -135.6889389
#> 62 -3.52205798 -3.5674068 -30.2730286
#> 63 -20.46311545 -20.5692802 -128.6853310
#> 64 3.16616527 3.1953253 14.9837032
#> 65 3.18648874 3.2474891 38.0285050
#> 66 2.74144111 2.7187781 2.1518145
#> 67 5.78202923 5.7784427 41.8851809
#> 68 0.66056671 0.6803612 3.9599522
#> 69 5.76243017 5.7455703 30.4787849
#> 70 0.95221876 0.9271643 2.8978189
#> 71 2.10340958 2.0524252 0.3208266
#> 72 6.88330191 6.8918879 42.8219597
#> 73 9.73565669 9.8427323 73.0661998
#> 74 6.30371316 6.2585420 22.8828006
#> 75 9.29055301 9.3052264 51.8911097
#> 76 1.70385990 1.6971568 5.9436951
#> 77 14.17929633 14.2921346 111.6170803
#> 78 4.06342448 4.0316176 12.6675286
#> 79 29.25964115 29.3137258 185.3352066
#> 80 15.13322854 15.1963201 103.1574605
#> 81 24.40054690 24.4305626 171.8897403
#> 82 13.50967485 13.5462067 74.6087801
#> 83 18.61409026 18.6333534 115.3975229
#> 84 11.10453830 11.0756657 64.3490500
#> 85 2.97127361 2.9547465 16.1001468
#> 86 23.80406706 23.8986909 148.1770488
#> 87 5.97102805 5.9943262 7.0345949
#> 88 12.18282071 12.1463184 60.1172985
#> 89 35.87776267 36.0476869 249.6784454
#> 90 22.82275225 22.8637925 165.7294686
#> 91 1.20834510 1.2289544 2.6891256
#> 92 3.03347252 3.0241422 2.4164339
#> 93 15.32360148 15.2918633 93.2981450
#> 94 24.21910474 24.3268289 150.8374754
#> 95 32.77363218 32.9272954 225.4589373
#> 96 9.85954508 9.8085431 33.4943294
#> 97 29.78637301 29.7546580 173.9159005
#> 98 16.95442373 16.9942907 106.5360279
#> 99 15.34798912 15.2928738 90.7119030
#> 100 60.48802045 60.6631776 390.0730301
#> 101 16.79564609 16.8834231 100.5175751
#> 102 0.88868301 0.9430069 14.8956532
#> 103 0.45553662 0.4650415 0.7718247
#> 104 -3.98144349 -3.9951776 -0.5931417
#> 105 1.76836848 1.6940351 9.1209803
#> 106 1.60390974 1.5466010 0.9280471
#> 107 3.50439902 3.4564533 29.8825682
#> 108 7.81007665 7.8200982 41.3962214
#> 109 3.76046409 3.7289397 9.7464069
#> 110 16.47435312 16.5184453 93.7308333
#> 111 3.65862170 3.6570041 4.0044621
#> 112 1.00643665 1.0471236 3.6581746
#> 113 4.37192059 4.3253633 19.8664322
#> 114 3.37026083 3.4078634 19.7094992
#> 115 6.55911605 6.6526684 57.1651204
#> 116 -0.35530268 -0.3093903 0.8784671
#> 117 6.39078058 6.5147086 54.8815116
#> 118 3.79625110 3.9336837 31.1033139
#> 119 5.48683462 5.5207836 50.0871588
#> 120 0.74332928 0.7514020 9.4877184
#> 121 1.71892210 1.7408619 1.7924609
#> 122 30.23755427 30.4074195 198.9410780
#> 123 20.60441631 20.6701117 117.9566908
#> 124 20.33119270 20.3744118 102.1560402
#> 125 30.66488618 30.8084500 198.7457183
#> 126 27.28649952 27.4144221 169.5800377
#> 127 15.81815094 15.8022019 75.3553663
#> 128 6.78728817 6.7960035 29.1115786
#> 129 -0.21524198 -0.1810466 0.8939208
#> 130 3.31926052 3.3715634 24.2674340
#> 131 9.36026435 9.4278987 67.9409982
#> 132 10.59871310 10.6398723 74.3530816
#> 133 14.43160868 14.5219856 111.9399372
#> 134 8.87006508 8.9325918 63.7585514
#> 135 7.62875075 7.6835471 56.9674880
#> 136 6.87548156 6.9364655 44.1861217
#> 137 1.85128916 1.8899756 22.1748855
#> 138 15.86289765 15.9264844 104.1594432
#> 139 -0.31949539 -0.3099030 1.9759796
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $X
#> V1 V10 V11 V12 V13
#> [1,] -0.327720367 0.041316183 -0.538160037 -0.687367905 -0.3946918202
#> [2,] 0.775144909 0.604219911 1.855026150 2.771602462 2.8227098643
#> [3,] -0.057452987 3.061468510 2.878404347 3.125155168 1.8776281902
#> [4,] -0.763635495 -0.585200844 -1.064675463 -0.402020249 -1.8064720082
#> [5,] 1.062848894 0.579070467 0.324659884 0.359370814 -0.1066996592
#> [6,] -1.029543724 -1.185828737 -1.346014063 -1.095206262 -0.9541801713
#> [7,] -0.663375016 -0.902527650 -1.305512877 -1.198905777 -0.5404062311
#> [8,] -0.855177672 -0.602953392 -0.908456601 -0.942788856 -0.6448807143
#> [9,] -0.807227008 -0.118456754 -0.330591456 -0.015756959 0.8665626320
#> [10,] -0.659015864 0.047973389 -0.515739738 -0.465353509 0.1469258955
#> [11,] 0.099476460 -0.889952928 0.088885120 0.748417984 -0.0242198040
#> [12,] -0.650297562 2.858793580 2.516063374 1.983068574 1.8281402771
#> [13,] 1.694925830 -0.160619057 0.373116661 1.085267412 0.5737591461
#> [14,] -0.767994646 -0.128072718 -0.648815065 -0.471617238 0.2500257145
#> [15,] -0.541318780 -0.628842526 -1.089265469 -0.731909978 -0.3486405677
#> [16,] -0.763635495 0.453323248 0.739797047 0.495780913 -0.2613493877
#> [17,] -0.375671031 0.345328578 0.183628967 0.793656027 0.7517781669
#> [18,] 0.727194245 -0.582242086 -0.899777775 -0.135463780 -0.5534655415
#> [19,] 0.156145426 -0.952826537 -0.423888832 -0.010189200 -0.0001631796
#> [20,] -0.301565459 -0.356636781 -0.018876966 -0.546086017 -0.8971316048
#> [21,] -0.789790403 -0.537860714 -0.759470093 -1.598392495 -1.4902992300
#> [22,] -0.663375016 -1.168815878 -0.868678650 -1.426487931 -1.1136412246
#> [23,] -0.903128336 0.310563170 -0.540329744 -1.146708035 -0.2847186800
#> [24,] -0.794149554 -1.046767107 -1.059612815 -0.675536417 -0.8737623125
#> [25,] -0.794149554 -0.514190649 -0.159907884 0.813143184 0.6363063696
#> [26,] -0.079248743 -1.105202579 -1.057443109 -1.189162198 -0.8806356337
#> [27,] 0.578983101 0.089396002 0.076590117 0.530579407 0.1888531552
#> [28,] 0.143067972 0.547263818 0.710867628 0.257759209 -0.8277110600
#> [29,] 0.426412806 -0.926937404 -0.570705634 -0.003229501 -0.1293816194
#> [30,] -0.371311879 -1.262016758 -0.646645359 0.628711162 0.2644596892
#> [31,] -0.680811621 -0.881076653 -0.151952294 0.800615726 -0.1012010022
#> [32,] -0.820304462 -0.915102371 -0.750791267 -0.492496335 -0.0159718185
#> [33,] 0.077680703 -0.964661570 -1.319977586 -0.946964675 -0.7211745804
#> [34,] -0.323361215 -0.633280663 -0.441969719 -0.823082034 -0.5294089170
#> [35,] -0.536959628 -0.407675358 -0.319742924 -0.316415952 -0.3871311668
#> [36,] -0.257973946 -0.879597274 -0.570705634 -1.245535759 -1.2476709893
#> [37,] -0.218741584 -0.446139213 -0.658940362 -1.128612817 -1.5081698653
#> [38,] -0.654656713 -0.557092642 -1.059612815 -1.440407329 -1.5012965440
#> [39,] -0.632860957 -0.423208838 -0.593849169 -1.022825394 -1.3212155269
#> [40,] -0.611065200 -0.108840790 -0.562026808 -1.014473755 -1.1102045640
#> [41,] -0.824663613 -0.643636316 -1.141338424 -1.022129424 -1.2167410436
#> [42,] -0.907487488 -0.647334764 -0.994521622 -1.155755643 -1.4820512445
#> [43,] -0.890050882 -0.855927210 -1.492830865 -0.706855062 -0.9452448536
#> [44,] -0.432339997 -1.169555568 -1.321424057 -0.498064094 -1.2181157079
#> [45,] -0.044375533 -0.943950263 -1.465347917 -0.354694296 -0.6215114220
#> [46,] 0.404617050 -1.145885503 -1.046594576 -0.017148898 -0.9266868862
#> [47,] -0.349516123 -0.639198179 -0.601081524 -0.868320077 -0.9473068500
#> [48,] -0.257973946 -0.800450495 -0.831793640 -1.021433454 -1.1136412246
#> [49,] -0.916205790 -0.699852720 -1.024174277 -1.212825174 -1.3005955631
#> [50,] -0.593628595 -0.769383535 -0.789845983 -1.212129204 -1.5940863811
#> [51,] -0.724403134 -0.753850055 -0.998861035 -1.439711359 -0.8703256518
#> [52,] -0.192586677 -1.263496137 -1.285985519 -0.826561884 -0.3699478637
#> [53,] -0.728762285 -1.229470419 -0.901947481 -0.805682787 -0.4194357768
#> [54,] -0.201304979 -0.313734788 0.257398985 0.548674624 0.8789346103
#> [55,] 0.583342252 0.150790233 0.014391866 0.524315678 0.6974789289
#> [56,] -0.253614795 -0.205740118 1.248231586 1.074131894 0.7978294194
#> [57,] 0.391539596 1.242571970 0.498236399 -1.519051927 -0.0915783524
#> [58,] -0.380030182 -0.184289122 -0.154845236 -0.728430129 -0.5754601695
#> [59,] -0.005143171 -0.182809743 0.009329217 -1.157843553 -0.7307972301
#> [60,] -0.175150071 1.197450909 0.449056386 -1.205865475 -0.6187620935
#> [61,] -0.096685348 0.104929482 0.216897799 0.454718689 1.9037468111
#> [62,] -1.090571842 -0.462412383 -0.982949855 -0.222460017 -0.2531014022
#> [63,] 0.068962401 -0.672484208 -1.020558099 -1.235792181 -1.7597334236
#> [64,] 0.940792658 -0.020078047 -1.016941922 -0.050555453 -0.4146244519
#> [65,] 4.524015015 0.130078926 0.400599609 -0.216196288 0.2225324294
#> [66,] 0.260765057 1.713754197 2.299815967 2.228049976 2.8935050733
#> [67,] 1.359271181 0.219581359 0.618293487 1.174351558 1.6418732708
#> [68,] -0.493368115 -0.533422577 0.445440209 1.520248595 1.9690433631
#> [69,] 0.138708821 0.545044749 1.102138020 1.685889429 1.4906602030
#> [70,] -0.693889075 -0.776040741 0.106242771 0.987135657 0.6851069506
#> [71,] 0.243328452 -1.377408324 -1.053103696 -0.581580482 -0.6022661225
#> [72,] 0.666166127 -1.436583486 -0.794185396 -0.067258731 0.1366159136
#> [73,] 1.411580997 -1.260537379 -0.557687395 -0.380445183 -0.3740718564
#> [74,] -0.048734684 -0.821161802 -0.883143359 -1.203777566 -1.4401239848
#> [75,] -0.284128854 -1.012741389 -0.888206007 -0.576708692 -0.0702710565
#> [76,] 1.110799558 -0.972798154 -0.537436802 -0.239163294 -0.0750823814
#> [77,] 0.779504060 -0.281188449 0.322490178 0.524315678 0.8246353723
#> [78,] 0.034089190 -0.213137013 -0.258991144 0.208345347 0.3180715950
#> [79,] -0.702607377 -0.189466948 0.096117474 0.280726216 0.5909424493
#> [80,] -0.789790403 -0.244203973 -0.090477278 0.373290211 0.9153632130
#> [81,] -0.061812138 -0.031173390 0.388304606 0.751897833 0.4795946448
#> [82,] 0.308715721 -0.404716600 -0.393512942 -0.125024232 0.0926266575
#> [83,] -0.493368115 -0.204260739 -0.136764349 -0.001141591 0.1902278195
#> [84,] -0.022579776 0.049452768 -0.103495517 -0.118760503 0.1043113037
#> [85,] -0.205664130 1.081319654 0.706528215 0.747026044 0.8301340293
#> [86,] 1.917242546 1.576171946 1.818141141 1.864753692 2.1628710228
#> [87,] -0.288488005 1.531050885 1.149871562 -0.859968439 1.2439079695
#> [88,] 0.430771957 0.400805292 0.817183243 0.994791326 1.2109160275
#> [89,] 4.776845790 0.008769844 1.376967501 2.028306617 2.9684242751
#> [90,] 0.731553396 0.760294401 1.042109476 1.944790230 2.3099600979
#> [91,] 3.020107822 2.196771456 0.820799420 -0.605243458 -0.5060396247
#> [92,] -0.789790403 2.236714691 0.720992925 -1.207953385 0.1318045887
#> [93,] 3.543205976 2.741182946 1.721227587 -0.144511389 -1.2298003540
#> [94,] 0.674884429 3.736065356 3.608148942 1.714424195 0.1290552602
#> [95,] 1.986988967 -0.696154272 -0.444139426 0.410872586 0.3002009597
#> [96,] -0.484649813 -0.943210573 -0.406531181 0.077503007 -0.7039912772
#> [97,] 0.596419706 0.002112638 -0.583723872 0.070543308 0.2259690901
#> [98,] 1.049771440 -0.563010158 0.211835150 0.145012087 1.1133148655
#> [99,] 0.103835611 -0.781958257 -1.323593763 -1.159235493 -0.1080743234
#> [100,] 3.251142840 -0.507533444 0.112751890 0.042704512 -0.0111604936
#> [101,] 1.651334318 1.011049149 -0.162800826 -0.830041733 0.8383820149
#> [102,] 1.904165092 0.053151216 0.389027842 0.985047747 1.2122906917
#> [103,] -0.297206308 -0.607391529 -0.402915004 -0.544694077 -1.0758379577
#> [104,] -0.288488005 -0.149523714 -0.437630306 -0.705463122 -0.9184389007
#> [105,] -0.183868374 0.016906429 -0.805757163 -1.624143381 -0.7156759233
#> [106,] -0.689529923 0.084218176 -0.848428056 -1.263630977 -0.0207831434
#> [107,] -0.279769702 -0.525285992 -1.134106069 -1.532971325 -1.0895846002
#> [108,] -0.994670513 1.045814557 0.659517909 0.482557485 -0.3513898963
#> [109,] -0.733121436 0.651560041 0.543076998 0.599480427 -0.2448534166
#> [110,] 0.129990519 0.792840740 -0.116513755 0.035744813 -0.2702847053
#> [111,] -0.253614795 0.040576494 -0.007305199 -0.335903109 -0.8022797713
#> [112,] -0.489008964 0.567235435 0.967616222 0.821494822 0.7662121416
#> [113,] 0.592060555 0.181117503 -0.711013316 -0.859272469 -0.4641123650
#> [114,] -0.602346898 -0.873679758 -0.906286894 -1.033960912 -1.1809997730
#> [115,] -1.134163355 -0.428386665 -0.170033181 0.003730198 -0.3149612935
#> [116,] -0.632860957 -0.503095307 -0.236570844 -0.125720202 -0.4812956682
#> [117,] -0.615424351 -0.595556497 0.037535401 -0.170262275 -0.1988021642
#> [118,] -0.419262544 2.892079609 2.821268745 1.348344031 0.6053764239
#> [119,] -0.414903392 0.638245629 0.665303793 0.323876349 0.1517372204
#> [120,] 0.234610149 0.456282006 0.508361695 0.411568556 -0.3424545786
#> [121,] -0.340797820 -0.266394659 -0.447755603 -0.069346640 0.2259690901
#> [122,] 0.151786275 1.758135569 2.074889734 2.116694793 1.7642183894
#> [123,] -0.785431252 1.249968866 1.356716908 1.342776272 1.7814016925
#> [124,] -0.781072100 0.663395073 1.209176871 1.794460733 1.4356736329
#> [125,] -0.026938928 2.855095133 3.125750880 2.164020746 1.6240026355
#> [126,] 0.282560814 1.525133368 2.091524150 1.928782922 1.8845015115
#> [127,] -0.288488005 1.374976395 0.832371188 0.765121261 0.7772094556
#> [128,] -0.811586159 0.047233699 0.470030215 0.364938573 -0.0475890963
#> [129,] 0.173582031 -0.386224362 -0.162800826 -0.023412627 -0.0867670275
#> [130,] -0.955438152 -0.145085577 0.092501297 0.099078074 0.0836913399
#> [131,] 0.509236681 0.307604412 0.236425157 0.333619928 0.0348907589
#> [132,] -0.637220108 0.140434579 0.056339523 0.392777368 0.2706456783
#> [133,] -0.981593060 0.167803092 0.121430716 0.636366831 0.3414408873
#> [134,] 0.395898747 -0.153961851 -0.094816691 0.054536001 -0.2091121461
#> [135,] -0.162072618 -0.005284257 0.216174563 0.369114392 -0.2964033261
#> [136,] -0.693889075 0.159666507 0.591533775 0.217392955 -0.1066996592
#> [137,] -0.013861474 1.436370626 1.148425091 0.514572100 0.0781926829
#> [138,] -0.384389333 0.465158280 0.545969940 0.252887420 -0.3692605315
#> [139,] -0.066171289 0.221060738 0.265354576 -0.088833797 -0.7885331288
#> V14 V15 V16 V17 V18
#> [1,] -1.40081670 -1.20717586 -6.358938e-01 -0.410886024 -0.59655161
#> [2,] 2.83067111 2.07986309 2.478673e+00 2.212558944 1.58289650
#> [3,] 1.36515163 1.60400575 1.387206e+00 0.980300228 1.09210333
#> [4,] -0.44470871 -0.69073779 -6.975683e-01 -1.326050088 -0.86290799
#> [5,] 0.46643380 1.19191812 2.774981e-01 -0.594527172 -1.26429741
#> [6,] -1.07600031 -1.22263519 -1.229186e+00 -1.142028731 -1.17897434
#> [7,] -0.26958002 -0.62262014 -7.405668e-01 -1.033288838 -0.65219709
#> [8,] 0.21912369 0.03295186 -4.404461e-01 -0.090369487 0.67698802
#> [9,] -0.01457845 -0.12454002 6.901098e-01 -0.060332943 -1.12629662
#> [10,] -0.58788825 -1.24002693 -5.850774e-01 -0.199109380 -0.29606600
#> [11,] -0.11042591 0.03778290 2.596907e-01 0.554085473 -0.01932246
#> [12,] 1.36160173 0.88031610 1.410660e+00 1.563161262 1.19894266
#> [13,] -0.60859603 -0.15400935 1.311296e-01 0.629747146 0.81053719
#> [14,] -0.98961927 -0.47817207 -5.555431e-01 -0.605173036 -0.67556820
#> [15,] -0.12995039 0.11846125 3.430817e-01 1.052920226 1.55804152
#> [16,] -1.03221814 -0.90861765 3.057294e-01 0.993987767 0.90661839
#> [17,] -0.20154016 -0.21391424 1.936728e-01 1.067368184 0.41768007
#> [18,] -0.51629848 -0.99026221 -7.388295e-01 -0.651178375 0.76973050
#> [19,] -0.17195761 0.03295186 -1.190434e-01 0.461694585 1.22565249
#> [20,] -0.64882830 -0.53034729 -6.211266e-01 -0.692240992 -1.22720043
#> [21,] -1.36117608 -0.94436734 -1.311708e+00 -1.124158888 -0.83768204
#> [22,] -0.63285372 -0.63711326 -7.210220e-01 -0.845845596 -1.10440939
#> [23,] 0.12268458 0.54890683 -4.712834e-01 -1.336315742 -1.17415173
#> [24,] -0.14474167 -0.47479035 -4.074372e-01 -0.262224143 -0.66147134
#> [25,] -0.20094851 -0.39894303 7.079172e-01 1.190556035 1.13216808
#> [26,] -0.88075548 -0.63276532 -3.761656e-01 -0.825694497 -0.68966505
#> [27,] -0.23644757 0.03536738 -2.643464e-03 0.008484961 0.28079218
#> [28,] 0.19072444 0.88224852 1.545302e+00 1.205003992 1.35252420
#> [29,] -1.08487507 -1.23761141 -9.442667e-01 -0.737485912 -0.37879228
#> [30,] -0.11220086 -1.44582919 -1.374686e+00 -0.766762037 -0.01635470
#> [31,] -0.53227306 -0.99316083 -1.129725e+00 -0.854210203 -0.17253303
#> [32,] -0.25656370 -0.44387170 -5.077670e-01 -0.474380997 -0.59951937
#> [33,] -0.57605523 -0.20860009 -6.150460e-01 -0.572094817 -0.62066465
#> [34,] -0.25597205 -0.26222463 -7.123355e-01 -0.626844972 -0.51716405
#> [35,] -0.26011361 -0.70426470 -7.444758e-01 -0.624563716 -0.44148620
#> [36,] -1.24107093 -1.20620965 -1.130593e+00 -0.927970830 -0.75458478
#> [37,] -0.81153232 -1.18398687 -1.256549e+00 -0.604792826 -0.71526198
#> [38,] -1.02866823 -1.13905821 -1.300850e+00 -0.810866330 -0.61472914
#> [39,] -1.05115097 -0.94774907 -1.125816e+00 -0.777027692 -0.65627776
#> [40,] -1.08783333 -0.84243242 -6.610848e-01 -0.578938586 -0.70264900
#> [41,] -1.27775329 -1.30572906 -1.056758e+00 -0.566771885 -0.61584205
#> [42,] -1.43158255 -1.12408199 -1.059798e+00 -0.814668424 -0.29532406
#> [43,] -1.17007281 -0.83808448 -1.090201e+00 -1.250388414 -0.94971495
#> [44,] -1.22154645 -1.08543368 -8.899757e-01 -0.993366849 -1.56997660
#> [45,] -1.15232328 -0.82214205 -6.537012e-01 -0.802501723 -1.29916858
#> [46,] -1.02985153 -0.93518836 -8.982279e-01 -1.048117005 -1.23239400
#> [47,] -1.04641776 -1.21055759 -1.236569e+00 -1.123398469 -1.02427990
#> [48,] -0.73994255 -0.37140611 -6.945280e-01 -0.856111250 -1.05432846
#> [49,] -1.24343754 -0.80764893 -8.995309e-01 -1.107429674 -1.19937768
#> [50,] -1.28071155 -0.79460513 -1.016799e+00 -1.184231976 -0.99571521
#> [51,] 0.23154836 0.79480671 1.230414e+00 1.352525246 1.19449102
#> [52,] 0.60665508 0.99722725 1.350723e+00 1.270019803 1.16963604
#> [53,] -0.02167826 0.46243123 4.416741e-01 0.459793538 0.62022963
#> [54,] 0.82083273 1.12380047 1.509687e+00 1.504228803 1.69826813
#> [55,] 1.08115916 1.76487935 1.658227e+00 2.030818843 1.93605983
#> [56,] 1.22197210 1.61849887 1.883209e+00 2.143741040 2.00060860
#> [57,] 1.41070876 1.47115218 1.528797e+00 1.585213408 0.84615030
#> [58,] 1.08352577 1.99966785 1.767678e+00 1.416400428 0.56198736
#> [59,] 0.59127215 0.97983551 1.552685e+00 1.855922512 1.72609088
#> [60,] 1.19948936 1.54265155 1.332047e+00 1.263936452 0.73745612
#> [61,] 2.30942660 2.31126986 1.483193e+00 -0.254239745 -0.96418277
#> [62,] 0.13392595 -0.05787168 -5.763908e-01 -1.449998357 -1.08882866
#> [63,] -1.07777526 -1.02118086 -7.327489e-01 -0.997929362 -0.71118131
#> [64,] 0.10789330 0.08754260 -1.798493e-01 -0.532553037 -0.60545489
#> [65,] 0.17119996 0.24213585 9.508035e-02 0.078063284 0.02333908
#> [66,] 2.39876590 2.03300201 1.586997e+00 1.688630369 1.79954291
#> [67,] 1.12494134 1.34844378 1.513161e+00 1.847177696 1.67081636
#> [68,] 1.58406250 1.57598572 1.628693e+00 1.831969319 2.00060860
#> [69,] 1.15925709 1.18273915 1.564412e+00 1.539588278 1.69381650
#> [70,] 1.02968553 1.45231112 1.184375e+00 1.461265139 1.70680044
#> [71,] -0.12403388 0.07449879 5.572054e-01 0.828596671 0.92331203
#> [72,] 0.43448464 0.65760520 7.187754e-01 0.915284418 0.92961852
#> [73,] -0.10865096 0.31894937 4.030189e-01 0.952925150 1.49868633
#> [74,] -0.61806245 -0.25401186 1.971474e-01 0.330522336 0.78048862
#> [75,] 0.04399500 0.20107202 5.476502e-01 0.695903585 0.69108488
#> [76,] 0.20847397 0.53489681 1.767340e-01 0.560549033 0.85839230
#> [77,] 0.75930103 1.05858144 7.270276e-01 1.022503473 1.27536246
#> [78,] 0.44750096 0.48803573 5.641546e-01 0.760158976 1.26794306
#> [79,] 0.81728283 1.01413588 1.310765e+00 1.224774882 1.36402426
#> [80,] 1.26871253 1.06776042 5.949919e-01 0.859393634 1.00863511
#> [81,] 0.28538860 0.56339994 7.213814e-01 0.781830913 0.84169866
#> [82,] -0.08675987 0.41122221 6.896754e-01 0.496293642 0.45106736
#> [83,] 0.48300002 0.59625101 6.940187e-01 0.690200444 0.78679511
#> [84,] 0.62026305 0.93538995 7.708948e-01 0.924789653 0.81498882
#> [85,] 1.01666921 0.98418344 1.231717e+00 1.614109324 1.43525048
#> [86,] 2.27333589 2.61562532 2.597679e+00 1.715625238 1.52242841
#> [87,] 4.11632869 2.88809592 1.978327e+00 1.069649440 1.19374908
#> [88,] 1.73789175 2.30209089 1.969640e+00 1.485218332 1.62110640
#> [89,] 2.36090023 1.74797071 1.825009e+00 1.977589525 1.60181596
#> [90,] 2.85729541 2.52818352 2.292780e+00 2.212558944 1.59662238
#> [91,] 0.04399500 0.51460645 6.840292e-01 -0.663345076 -1.01018304
#> [92,] 0.55873135 0.29479417 3.948636e-02 -1.115414072 -1.20345835
#> [93,] -0.06427713 0.75084426 4.004130e-01 -1.051538890 -1.39413688
#> [94,] -0.62812052 -0.18927594 -3.749595e-05 -0.636350208 -0.77906880
#> [95,] -0.50209886 -0.54484041 -5.025550e-01 -0.906679102 -0.81060124
#> [96,] -1.16770621 -0.56947871 -2.185045e-01 -0.164510323 -0.74976218
#> [97,] -0.06427713 0.17981544 5.828307e-01 0.174256266 -1.01945729
#> [98,] 0.39011082 -0.54290800 -4.226387e-01 -0.353094193 -1.13928056
#> [99,] 0.05109481 0.17450130 6.728335e-02 -0.083145508 -0.80058505
#> [100,] -0.02108661 0.32088178 -2.641089e-01 -0.085426764 -0.93265033
#> [101,] 1.58051259 -0.36754128 2.579534e-01 0.674231648 0.43214790
#> [102,] 1.66156878 0.90253888 -7.848683e-01 -0.608975130 -0.53051897
#> [103,] -0.25774700 0.10203571 1.098475e-01 -0.963330305 -0.86847254
#> [104,] -0.96713653 -0.27768395 3.905203e-02 0.229386632 0.27930830
#> [105,] 0.06056122 0.88466404 1.289917e+00 1.320967864 1.43858921
#> [106,] 0.44099280 0.93442374 1.239969e+00 1.098925565 1.08505490
#> [107,] -0.23585592 0.54166027 1.035835e+00 1.237321793 1.30689490
#> [108,] -1.04109290 -0.51054003 -5.802998e-01 -0.856491460 -1.08845769
#> [109,] -0.66598618 -0.95402942 -7.197191e-01 -0.549282252 -0.49453489
#> [110,] -0.49322409 -0.96610701 -1.085858e+00 -1.252669671 -1.05803816
#> [111,] -0.78313307 -0.72890300 -7.687981e-01 -0.474000787 -0.33316299
#> [112,] 0.17474986 -1.00185670 -1.128422e+00 -0.279333566 0.30935686
#> [113,] -0.87957218 -1.15161891 -1.103665e+00 -1.246206111 -1.45349206
#> [114,] -1.17717263 -1.23567899 -1.229620e+00 -1.090320250 -0.68595535
#> [115,] -0.99316917 -1.48157888 -7.757474e-01 -0.188463516 0.01443580
#> [116,] -0.92808756 -1.16756134 -9.572965e-01 -0.429136076 -0.18217824
#> [117,] -0.91152134 -1.20282793 -1.145361e+00 -0.694902458 -0.49156713
#> [118,] -0.08794317 -0.73614956 -1.439835e+00 -0.910861406 -0.07904861
#> [119,] -0.25183049 -0.71344367 -1.055020e+00 -0.523808221 -0.03267738
#> [120,] -0.55948900 -0.65450500 -4.035282e-01 0.092131033 0.49706763
#> [121,] 0.16824170 -0.19314077 -7.301429e-01 -1.147731872 -1.01018304
#> [122,] 0.61257159 -0.44145618 -8.482802e-01 -0.716194185 -0.70005221
#> [123,] 0.76344259 0.08416087 -1.047106e-01 -0.286937755 -0.65145515
#> [124,] 0.65931202 0.20107202 -1.259926e-01 -0.423052726 -0.61658398
#> [125,] 0.19013279 -0.55885042 -3.826805e-01 -0.472860159 -0.43888941
#> [126,] 0.53388201 -0.10086792 -2.875627e-01 -0.440922568 -0.70042318
#> [127,] 0.17652482 0.08319466 -3.192686e-01 -0.705928531 -1.19678089
#> [128,] -0.27549653 -0.62262014 -9.924771e-01 -1.035570094 -0.80800445
#> [129,] -0.12403388 -0.61489048 -9.781442e-01 -0.768282875 -0.81245609
#> [130,] -0.22224794 -0.61778910 -1.012890e+00 -0.818470518 -0.73974599
#> [131,] -0.42518423 -0.96320839 -6.993056e-01 -0.805543398 -0.88479522
#> [132,] -0.05658567 -0.43952376 -6.037535e-01 -0.774746435 -0.61880980
#> [133,] -0.23585592 -0.66513328 -7.305773e-01 -0.715813976 -0.39400205
#> [134,] -0.42695918 -0.77479787 -8.139682e-01 -0.681975338 -0.46819603
#> [135,] -0.64764500 -0.83518586 -8.695622e-01 -0.912382244 -0.65108418
#> [136,] -0.41749277 -0.61344117 -8.452399e-01 -0.715813976 -0.33093717
#> [137,] -0.74112585 -0.68590675 -7.357892e-01 -0.795657953 -0.71563295
#> [138,] -1.19433050 -0.65595431 -6.675997e-01 -0.550803089 -0.64737449
#> [139,] -1.58363685 -0.89702316 -8.812891e-01 -0.761819315 -0.53126091
#> V19 V2 V20 V21 V22
#> [1,] -0.08561318 -0.063758783 -0.4004939849 -0.198490699 -0.517935364
#> [2,] 1.04082337 0.387076416 0.7402325640 -0.424948766 -0.916750691
#> [3,] 1.38686039 0.562071658 1.0426893550 0.670457854 0.134102255
#> [4,] -0.47485704 -0.656962993 -0.7116355527 -1.404945058 -1.058429934
#> [5,] 0.52540026 0.461226942 1.3383493642 0.614140787 -0.407957830
#> [6,] -1.55961620 -0.977293266 -1.7949670551 -1.759504623 -1.048645455
#> [7,] 0.19962839 -0.247652088 0.7062486549 0.622072768 0.829974337
#> [8,] 0.75290527 -0.909074782 1.0630797005 1.344676266 1.351291329
#> [9,] -0.87098341 -0.980259287 -0.7365570860 -1.087269206 -0.765678349
#> [10,] 0.23977633 0.120134522 0.1666596981 -0.191351916 -0.712450788
#> [11,] -0.36473697 0.659950352 0.2172579628 -0.932595571 -1.724165822
#> [12,] 1.11385439 -0.722215456 1.3236230036 1.473967562 1.107462135
#> [13,] 0.29980706 0.541309510 -0.3774604465 -1.204662530 -1.714772723
#> [14,] -1.14857775 0.271401595 -1.9641314026 -1.920523844 -2.041182912
#> [15,] 1.47289170 -0.215025857 0.6360152427 0.179468210 0.294176317
#> [16,] 1.01864641 -0.348496804 1.3379717652 1.417253896 0.703950259
#> [17,] -1.17610777 -0.250618109 -1.2183733973 0.471761722 0.339967674
#> [18,] 1.16356136 0.250639448 0.9041105257 0.687511614 1.012748387
#> [19,] 1.43847918 0.292163742 1.0736524722 0.550684936 -1.345310831
#> [20,] -0.56968266 -0.772637814 0.0001385435 -0.708517098 -0.594254293
#> [21,] -0.61862491 -0.671793098 -0.7324034971 -0.538772698 0.938777733
#> [22,] -1.56152801 -1.098900129 -1.8278181672 -1.955027963 -1.267035006
#> [23,] -1.11990065 -0.476035709 -1.2319669610 -1.503301627 -0.975066180
#> [24,] -1.07937034 -0.615438698 -1.0771513750 -0.786647114 -0.669399085
#> [25,] 0.37054391 -0.366292930 -0.5522887789 -0.774749142 -0.809512811
#> [26,] -0.10893723 0.161658816 -1.3916913337 -0.517752948 -0.442007814
#> [27,] 0.67299174 0.772659152 0.8829649822 1.011929650 0.745436446
#> [28,] 1.33485925 -0.158671457 1.4346371066 1.473967562 0.905119129
#> [29,] -1.34205259 -0.330700678 -0.9823740285 -0.081097376 0.232338415
#> [30,] -0.56700613 -1.051443792 -0.0870868232 0.079525246 0.329009059
#> [31,] -0.77348126 0.562071658 0.1375845759 0.469778727 0.501607252
#> [32,] -0.52685819 -1.027715624 -0.4405194779 -0.245289389 0.027255755
#> [33,] -0.76736348 -0.042996636 -0.3578252990 -0.349594944 -0.053759724
#> [34,] -0.37276656 -0.820094151 -0.4144651475 -0.378943275 -0.132035548
#> [35,] -0.48785733 -0.861618445 -0.4926281385 -0.300813259 -0.157866571
#> [36,] -0.76774584 -0.796365982 -0.7354242891 -0.335317377 -0.109335559
#> [37,] -0.84421811 -1.107798192 -0.4454282647 -0.129085863 0.332922850
#> [38,] -0.80636434 -0.713317393 -0.4873417526 -0.128689264 0.276564256
#> [39,] -0.63544881 -1.146356466 -0.1614738242 0.154482469 0.620195127
#> [40,] -0.55056459 -1.030681645 -0.0531029141 0.203660753 0.920774293
#> [41,] -0.62436033 -0.526458067 -0.3434765374 -0.003363959 0.691817506
#> [42,] -0.32535375 -0.879414572 -0.2392592162 -0.147726019 0.067176425
#> [43,] -1.71103130 -0.858652424 -1.6363754793 -1.289931329 -1.873281268
#> [44,] -1.52405660 -0.653996972 -1.4241648469 -1.708343344 -2.132374248
#> [45,] -1.61505860 0.140896669 -1.7719335167 -1.609986776 -2.232958683
#> [46,] -1.31719911 0.031153890 -1.7828838874 -1.671459631 -2.416906871
#> [47,] -0.54368209 -0.742977603 -0.8305792346 -1.581035044 -1.481119387
#> [48,] -1.74200257 -0.526458067 -1.7341736177 -1.696841971 -1.887762296
#> [49,] -1.60855846 -0.802298024 -1.7262440389 -1.640921503 -1.371924611
#> [50,] -0.88360133 -0.505695920 -0.9857724195 -0.986136445 -0.288195819
#> [51,] 1.08976562 -0.888312635 0.8576658499 0.798559353 0.837801919
#> [52,] 0.91999718 -0.123079204 1.0457101469 1.473967562 0.970088063
#> [53,] 0.67222702 -0.909074782 0.7779924630 1.272891836 1.411172335
#> [54,] 1.79636940 -0.069690825 1.3443909480 1.123373988 1.156384526
#> [55,] 1.36468343 0.084542269 0.9101521095 0.506662440 0.713343358
#> [56,] 1.56962912 -0.155705436 0.9796303237 0.722808931 0.808448485
#> [57,] -0.32573611 3.676393758 -0.7312707002 -0.269085333 0.450336587
#> [58,] -0.42132645 -0.066724804 -1.1519159751 -0.450331106 0.459729686
#> [59,] 0.81523017 -0.446375499 -0.5266120476 -0.468178064 0.218248767
#> [60,] -0.30317679 -0.301040467 -1.0926329336 -0.898091452 0.156410865
#> [61,] -1.00404516 1.232392415 -0.5885382819 -0.397980030 -1.137097137
#> [62,] -0.86563035 -0.247652088 -0.6753860497 -1.059110673 -1.722208927
#> [63,] -0.58038878 0.022255827 -0.6923780042 -1.115824339 -1.956645022
#> [64,] -0.90004287 -0.336632720 -1.5589676863 -1.197523747 -1.002071340
#> [65,] -0.01793522 5.773370639 -0.8015041123 -1.602451393 -1.730427888
#> [66,] 1.33065327 -0.766705772 0.7761044680 -0.207612478 -1.304607402
#> [67,] 1.30809395 2.424732876 0.6903894973 0.413461659 -0.458837116
#> [68,] 1.67783738 -0.413749267 1.1986377379 0.555840724 0.236252207
#> [69,] 1.78681037 0.387076416 1.5305472501 0.775953206 0.040562645
#> [70,] 1.73213270 -0.633234825 1.4259523299 0.936972427 0.755612303
#> [71,] 1.15897303 0.090474311 1.0846028429 0.709721162 0.435464180
#> [72,] 0.87946688 0.481989089 1.0627021015 0.845754641 0.618238231
#> [73,] 1.55204050 0.241741385 1.3251333995 1.134478761 1.083196630
#> [74,] 1.00182251 -0.953565098 0.9528207954 0.981788121 1.184955202
#> [75,] 1.05726491 -0.805264045 1.1895753621 1.040088184 1.152079355
#> [76,] 1.24079836 1.460776035 1.2749127339 1.145186936 1.411172335
#> [77,] 1.48818615 0.235809342 1.2503687995 1.473967562 1.400213720
#> [78,] 1.54133438 0.612494016 1.3372165672 1.186433239 1.195913817
#> [79,] 1.42662597 -0.505695920 1.4070723804 1.473967562 1.404127511
#> [80,] 1.09435396 -0.176467583 1.1321803156 1.430738264 1.411172335
#> [81,] 0.77508223 -0.375190993 0.8493586721 0.837822660 0.875765694
#> [82,] 0.28260080 0.345552121 0.3365792436 0.317484685 0.585362385
#> [83,] 0.76743500 -1.042545729 0.8436946872 1.053969151 1.281234466
#> [84,] 0.46575189 -0.680691161 0.3513056042 0.605812206 0.772832985
#> [85,] 1.16317900 1.365863362 0.9800079226 0.680372831 0.838584678
#> [86,] 1.39641943 1.353999277 1.5347008390 1.069436515 0.690251990
#> [87,] 1.33332980 -0.390021099 0.9981326742 1.045640571 1.204915537
#> [88,] 1.73060325 0.573935742 1.1797577884 1.033742599 1.163429350
#> [89,] 1.46983281 2.472189213 0.7455189498 0.664905467 0.621760643
#> [90,] 1.31956480 0.158692795 0.7659092953 0.346039818 0.464426236
#> [91,] -1.29769868 1.270950688 0.9301648560 1.473967562 -0.907357592
#> [92,] -1.00328043 0.648086268 1.2575431803 1.386319168 -1.236116056
#> [93,] -0.78189321 2.626422307 1.1891977631 1.201107405 -0.602081876
#> [94,] -0.76851056 1.511198393 -0.3725516596 0.096579006 0.806100210
#> [95,] -0.64730201 2.540407697 -1.5283821681 -1.459279130 0.069524700
#> [96,] -0.62015436 0.695542605 -0.8872190831 -0.268688734 -0.455314704
#> [97,] -0.31655944 2.202281297 -0.6716100598 -0.350388142 -0.629478414
#> [98,] -0.96275013 1.635771277 -0.8872190831 -0.434863743 0.257386679
#> [99,] -1.12678315 0.876469889 -1.0620474154 -1.257806805 -0.663919777
#> [100,] -0.79680530 1.297644878 -0.9487677184 -1.229251672 -1.372707370
#> [101,] 1.09894229 0.760795068 1.1242507368 -0.410671200 -0.008359745
#> [102,] -0.97766222 1.508232372 0.1239910122 1.060711335 0.410024537
#> [103,] -0.79642294 0.422668668 -0.1894161495 0.743828681 1.411172335
#> [104,] 0.34033737 -0.339598741 0.7757268690 1.182070649 1.411172335
#> [105,] 1.72180894 0.004459701 1.5641535602 1.473967562 1.408041302
#> [106,] 1.16814970 -0.959497140 1.0328717813 1.321276922 1.347768917
#> [107,] 1.41630222 -0.784501898 1.4142467612 1.141617545 1.074586289
#> [108,] -1.55770440 -0.989157350 -1.8712420511 -1.874518353 -1.214590204
#> [109,] -1.13098913 0.179454943 -1.7360616127 -2.263582036 -2.016917407
#> [110,] -1.35505288 -0.087486952 -1.6303338954 -2.288964377 -1.796179581
#> [111,] -0.37964906 -0.713317393 -0.6406469426 -0.463022277 0.041736782
#> [112,] 0.44663382 -0.576880425 0.5355739114 0.638729929 0.731738177
#> [113,] -1.23537378 -0.342564762 -1.0884793447 -1.367268147 -1.190324698
#> [114,] -0.62780158 -0.283244341 -0.2222672616 -0.187782525 -0.083504537
#> [115,] 0.04438968 -0.612472677 0.1519333375 0.450741972 0.728998523
#> [116,] 0.06274302 -0.808230066 0.0284584678 0.150516479 0.367364213
#> [117,] -0.33873640 -0.653996972 -0.2607823586 0.089043623 0.547398610
#> [118,] 0.63016727 -0.760773730 0.8455826822 0.898898916 0.909032920
#> [119,] 0.51201761 0.152760753 0.6892567003 0.268306401 -0.783290410
#> [120,] 0.49672316 -0.523492046 -0.0051478423 -0.691859938 -0.628304277
#> [121,] -0.73103915 0.004459701 -0.7293827052 -0.793785898 -0.382126808
#> [122,] -0.03552385 -0.508661941 0.3928414931 0.760882441 0.933689805
#> [123,] -0.47409232 -0.250618109 0.3682975588 0.541959757 0.107879854
#> [124,] -0.36358989 0.034119911 0.5310427235 0.739069493 0.668726138
#> [125,] 0.24742356 -0.028166531 0.6299736589 1.061107934 0.685946819
#> [126,] 0.05394871 0.689610563 0.7832788488 0.978615329 0.889463964
#> [127,] -0.70809747 -0.597642572 -0.5398280122 -0.552653665 -1.063517862
#> [128,] -0.78112849 -0.351462825 -0.8226496558 -1.161433232 -1.289343616
#> [129,] -0.88436605 -0.416715288 -0.9502781144 -0.990499034 -0.954323087
#> [130,] -0.96504430 -0.372224972 -0.9483901194 -0.973048675 -0.935928268
#> [131,] -0.78801099 -0.843822319 -0.5768327133 -0.480869234 -0.176261389
#> [132,] -0.15443823 -0.745943624 0.1017126718 0.494764468 0.518045176
#> [133,] 0.35027876 -1.113730234 0.5314203225 0.817992707 0.733303693
#> [134,] -0.02634717 0.084542269 0.3120353093 0.587965248 0.600234791
#> [135,] -0.10167236 -0.220957899 0.1164390324 0.528475389 0.677336479
#> [136,] 0.35219057 1.042567067 0.5295323275 0.654593892 0.646026149
#> [137,] -1.09657660 -0.042996636 -1.5174317974 -1.380752515 -0.087026949
#> [138,] -1.24952115 -0.137909310 -1.5548140974 -0.854068956 0.189678091
#> [139,] -0.60715407 -0.087486952 -0.4930057375 -0.231408422 0.392412477
#> V23 V24 V25 V26 V27
#> [1,] -0.89464117 -0.498762304 0.028625342 -0.17689882 0.1056004888
#> [2,] -1.04488917 -1.198655814 -1.429245815 -1.52219144 -1.4197504020
#> [3,] -0.90881551 -1.312452681 -0.552669716 -1.85150569 -0.7038343434
#> [4,] -0.39732436 -0.799938974 -1.475580929 -0.62923516 -0.6298152290
#> [5,] 0.11011699 1.051613052 0.408573272 0.57838988 0.8091800282
#> [6,] -0.87277219 -0.431596484 0.004615329 0.26706866 0.3244742143
#> [7,] -0.49613975 -1.310313642 -0.282241146 0.60140422 1.2580701417
#> [8,] 1.19182157 0.564767811 0.080015195 -0.71208677 -1.4917797553
#> [9,] -0.04985055 -0.904751877 -0.267076927 0.77505785 0.5994592040
#> [10,] -0.84563846 -1.294056947 -0.083000158 0.87966848 0.8513629644
#> [11,] -1.21376630 1.047762782 1.149092629 -0.92800310 -1.6187265161
#> [12,] 0.52724754 -0.532986925 -0.876594282 -0.38319097 -0.5534084012
#> [13,] -1.80422877 -2.151811524 -1.751906696 -1.71634876 -1.5339626915
#> [14,] -1.97189096 -2.110314171 -1.755276522 -1.78581022 -2.3091736320
#> [15,] 0.72811818 0.421452208 0.147411724 -0.12333818 -0.7157729103
#> [16,] -0.30296376 -0.137692547 0.168473139 0.01558473 -1.0974090971
#> [17,] -1.27329852 -1.664966283 -0.248542881 -0.39365203 -0.7448234229
#> [18,] 1.26633809 0.769687732 -0.007179064 -1.50503530 -1.9040582637
#> [19,] -0.96753778 -0.287853074 -1.459574253 -1.40419066 -0.2708623191
#> [20,] 1.40241175 0.838136975 -0.810882666 -0.62630606 -0.2553421822
#> [21,] 1.24284919 0.885623638 0.110343633 0.04152816 -0.4634711976
#> [22,] -0.76626216 -0.346462738 0.056005182 0.53612719 0.6985493088
#> [23,] -0.06199999 0.565195618 0.161312258 0.01516628 0.0630196003
#> [24,] -0.81688480 -0.722933575 -0.179461440 -0.11162179 -0.0822329630
#> [25,] -0.40218413 0.275569759 0.819692096 0.90017216 1.0272578493
#> [26,] -1.17043332 -0.405500210 -0.624278528 -0.46980857 -1.1272555142
#> [27,] 0.43410189 0.380382662 0.726179412 0.86502299 0.3236783098
#> [28,] -0.02676663 -0.317799618 0.663416395 0.38381412 -0.2895660739
#> [29,] 0.75079712 0.785944427 0.449432417 -0.26058732 -0.4387981594
#> [30,] 0.69045494 0.877067482 1.414045232 0.72986606 -0.1096916667
#> [31,] 0.53858702 0.657602096 1.414045232 1.10604587 0.2787097080
#> [32,] 0.09594265 0.368404044 0.932160053 1.08010243 1.2580701417
#> [33,] 0.11700167 0.347013656 0.783887690 0.87883159 1.2294175812
#> [34,] 0.06435412 0.325195460 0.963330947 1.07424424 1.2580701417
#> [35,] -0.27663998 0.170329047 1.203431080 1.26379869 1.2580701417
#> [36,] 0.19637797 0.382521701 0.560215461 0.94871149 0.7833131334
#> [37,] 0.90549991 1.068725363 1.111603310 1.29894786 1.2580701417
#> [38,] 0.68357026 0.731185033 1.020196768 1.24036591 1.2580701417
#> [39,] 1.10799047 0.988725310 1.073692763 1.32321752 1.1868366928
#> [40,] 1.40241175 0.954928496 0.748504512 0.97758402 0.9822892475
#> [41,] 1.09341115 0.853110247 0.593492497 0.80267506 1.2580701417
#> [42,] -0.09277855 -0.307104423 -0.709787874 -0.49826266 0.0268059476
#> [43,] -2.37727706 -2.263041545 -2.631852621 -2.16952198 -1.3688125168
#> [44,] -1.85161156 -2.341758174 -2.538761166 -1.96532205 -0.8741578971
#> [45,] -1.81313836 -1.853201702 -2.417447415 -1.90799542 -0.3846766564
#> [46,] -1.67544478 -1.783469035 -2.697143008 -2.05654251 -0.8299851998
#> [47,] -0.94931363 -0.371275589 -0.421246486 -0.58153271 -0.8224241074
#> [48,] -1.59242365 -0.568922778 0.756929078 1.32321752 0.7343650093
#> [49,] -0.93108947 -0.234377102 0.641933752 1.16504626 0.5735923091
#> [50,] 0.38307427 0.873217212 1.013035887 0.28171415 0.0077042406
#> [51,] 0.94478308 0.931826877 0.984392362 1.18387617 1.2580701417
#> [52,] 0.61553343 0.874500636 1.020617996 1.08470530 0.7988332703
#> [53,] 1.25864345 1.161987456 0.848756849 0.44239607 -0.1343647049
#> [54,] 0.38347925 -0.671596643 -1.068674388 -1.42050992 0.0566523647
#> [55,] 0.17410401 -0.116302158 0.128456450 0.49219073 -0.3126473031
#> [56,] -0.13165674 -0.385393245 0.464175408 0.57169480 -0.4925217102
#> [57,] 0.71839863 1.404982269 0.892564592 0.10638675 0.0677950271
#> [58,] 0.83381825 1.404982269 0.764089960 -0.01705379 0.0526728424
#> [59,] 0.49322913 0.705088759 0.269567932 -0.18359390 -0.4296452582
#> [60,] 0.71272890 1.404982269 0.672683418 0.11601092 0.3531267747
#> [61,] -2.06827647 -0.540259658 -0.128492815 0.36582109 -0.0002548039
#> [62,] -0.78003152 0.056959988 0.264934420 0.13149330 0.1048045843
#> [63,] -2.15818227 -1.663682860 -2.166395346 -1.76237744 -0.9434015848
#> [64,] -1.22065098 -0.558655392 -0.596056232 -0.98867726 -0.5963872418
#> [65,] -0.89099634 -0.078655074 -0.662610304 -1.69124221 -1.0647770144
#> [66,] -2.41939510 -2.770849367 -1.722420715 -0.82674002 -0.7209462892
#> [67,] -1.39317293 -1.516089179 -1.842049553 -2.17496174 -2.0266275500
#> [68,] 0.04329510 -0.321649887 -1.235059568 -2.47582189 -2.5300371187
#> [69,] -0.22561236 -0.793094049 -1.471368646 -2.21555066 -2.3278773868
#> [70,] 0.70422429 0.552361385 -0.227902695 -0.83050600 -0.9883701866
#> [71,] 0.40048845 0.249045677 -0.196310572 -0.79159085 -0.9183305944
#> [72,] 0.74836724 1.112789563 0.805370333 -0.28276477 -1.0743278679
#> [73,] 1.12337976 0.807762624 0.288101977 -0.44972333 -1.0651749666
#> [74,] 1.40241175 1.375463533 1.235023203 0.75706483 0.1497731861
#> [75,] 1.40241175 1.020810893 0.780517863 0.43067968 0.3380045900
#> [76,] 1.21288058 1.020383085 0.713542563 0.09006749 -0.1212322813
#> [77,] 1.03509387 0.514286494 0.026097972 -0.63341958 -1.2999667813
#> [78,] 0.72528331 0.452254367 0.153308920 -0.28611231 -0.4093496945
#> [79,] 0.95652753 0.332468192 -0.116277194 -0.03923124 0.1465895683
#> [80,] 0.89618535 0.819313433 1.023987823 0.76836277 0.3626776282
#> [81,] 0.89497040 1.236853816 1.294416393 0.95540657 0.6913861687
#> [82,] 1.11244527 1.311292368 1.303683416 1.32321752 1.1394803777
#> [83,] 1.40241175 1.359206838 1.151198770 0.90100904 0.9333411234
#> [84,] 0.98487621 1.343377951 1.414045232 1.07005981 0.8270878785
#> [85,] 1.25742851 1.404982269 1.143195433 1.07591801 0.8879745694
#> [86,] 0.74350746 0.353002965 -0.315939410 -0.56479502 -0.4758077167
#> [87,] 1.40241175 0.966479306 0.489870334 0.62065257 -0.1339667526
#> [88,] 1.04683832 0.521987034 0.031573940 -0.21748774 -0.7854145502
#> [89,] 0.47743487 -0.043147030 -0.751068247 -0.52964585 -0.8522705245
#> [90,] -0.06685976 -1.499832484 -1.923767844 -1.90757698 -1.4046282173
#> [91,] -2.25861759 -2.048282044 -1.779286536 -1.27531037 -1.5701763442
#> [92,] -1.86011617 -2.071383664 -2.425450753 -1.42050992 -1.5462992105
#> [93,] -2.10229488 -2.186891762 -1.645335935 -0.51416347 -1.2673346986
#> [94,] 1.29671168 1.404982269 0.009248840 -0.63383803 -1.1200923741
#> [95,] 1.29468677 1.301024982 0.604865661 -0.13254392 -0.7655169388
#> [96,] -0.43255771 0.101879804 -0.122595619 -0.03379149 0.6607438471
#> [97,] -0.89302125 -0.257906530 -0.653764509 -0.93386130 0.1609158485
#> [98,] 0.24538068 0.041986716 -0.649973454 -0.64011466 -0.2816070293
#> [99,] -0.40623394 -0.934270613 -0.917874655 -0.90708098 -0.8825148939
#> [100,] -1.18541762 -1.775340688 -1.068674388 -0.94013793 -0.8423217188
#> [101,] 0.74431743 -0.007211177 0.468808919 0.80016440 0.5815513537
#> [102,] -0.54635741 -1.670527784 -2.051400019 -0.09655786 0.2934339405
#> [103,] 0.87634127 0.074072299 -0.144920719 -0.46018439 -0.4503387741
#> [104,] 1.02982912 0.307655341 -0.457472120 -1.53390783 -2.2061040049
#> [105,] 1.02456436 0.037280831 -0.648709770 -0.88783262 -0.7396500440
#> [106,] 0.87796120 -0.133842277 -0.663873988 -0.60371017 0.0379486100
#> [107,] 0.53210732 -0.676730336 -1.349633666 -1.48453162 -1.6983169617
#> [108,] -0.51395892 0.010328942 0.531993165 0.87883159 1.0173090436
#> [109,] -1.33566562 -1.009136973 -0.382914710 0.41310510 0.9604018750
#> [110,] -1.01168072 -0.435874562 -0.027819251 0.26623178 0.6782537452
#> [111,] 0.47783985 0.759420346 1.036624672 0.86795209 0.5373786564
#> [112,] 0.87472135 0.479206257 0.209332284 -0.47692209 -1.5642070608
#> [113,] -1.18055785 -1.503254946 -1.344157698 -1.37071526 -1.1726220683
#> [114,] -0.26813538 -0.888495182 -0.513495484 0.22145843 0.8955356618
#> [115,] 0.83908301 0.720489839 0.971334285 1.30020318 1.2580701417
#> [116,] 0.24254582 0.127548270 0.469651376 0.96210165 1.2437438614
#> [117,] 0.58353992 0.457815868 0.818849639 1.03909507 1.0407882251
#> [118,] 0.83584316 1.063163862 0.878664058 0.52148170 0.7383445316
#> [119,] -1.66248538 -1.638442201 -0.703048221 0.55830464 1.2580701417
#> [120,] -0.36087606 -0.613842594 0.198801577 1.32321752 1.0845629702
#> [121,] -0.03608120 0.216960094 0.509668064 0.47963745 0.7992312225
#> [122,] 0.43045706 0.385088547 0.214387024 0.18840148 0.7351609138
#> [123,] -0.33779213 -0.308387847 -0.066993483 0.74325622 1.1860407884
#> [124,] 0.05179971 0.103591035 0.465439093 0.77422097 1.2580701417
#> [125,] 0.23161133 0.283270298 0.235027211 0.59261693 0.8270878785
#> [126,] 0.23080136 0.083484070 0.271252845 0.81773899 1.2580701417
#> [127,] -0.87398714 -0.792238434 -0.183673723 0.17501132 -0.0854165808
#> [128,] -1.06230336 -0.614270402 -0.098585605 0.36372888 0.7622216653
#> [129,] -0.52853824 0.084339686 0.515986489 0.62734765 0.9393104069
#> [130,] -0.57632601 0.061665874 0.356762190 0.42063706 0.8684749102
#> [131,] 0.21905691 0.395783742 0.941427075 1.20228764 1.2103158743
#> [132,] 0.36242023 0.837281360 1.122555246 1.25459295 1.2580701417
#> [133,] 0.74067260 1.151720070 1.207643363 1.23994747 1.2477233837
#> [134,] 0.56815064 1.032361702 1.202588623 1.25417451 1.2580701417
#> [135,] 0.50861841 0.886479253 0.914047236 1.10144300 1.2580701417
#> [136,] 0.61958324 1.051185244 1.130558583 1.13993971 1.2580701417
#> [137,] 0.59852422 0.683270563 0.756929078 0.69304312 0.9269738878
#> [138,] 0.64104724 0.743163650 0.958697436 1.03030778 1.2528967627
#> [139,] 0.61755833 0.907441834 1.174787555 1.32321752 1.0093499990
#> V28 V29 V3 V30 V31
#> [1,] 0.509441505 0.167754023 -0.08052073 -0.828409212 -1.62459887
#> [2,] -1.663241401 -0.859263539 0.92900726 -1.673247902 -0.47466149
#> [3,] 0.694690019 -0.159694566 1.55175224 1.322719152 1.71490086
#> [4,] -1.764248869 -1.871101366 0.39383580 -0.966059256 0.67110441
#> [5,] -0.303934422 -1.490740554 0.92657466 -2.100517332 -1.61950040
#> [6,] 0.703686635 1.438081067 -0.75191766 1.649291570 1.24676835
#> [7,] 0.751941215 -0.044762280 -0.71056350 -0.489365145 -0.40420986
#> [8,] -2.454534723 -1.034481063 -0.98787962 -1.527283426 -1.34742734
#> [9,] 0.341368349 -0.573884504 -0.50622530 -0.475969671 0.26322658
#> [10,] -0.758263560 -1.332003887 0.34761644 -1.524511949 -1.51057848
#> [11,] -0.090469247 0.704249262 0.45951593 -0.669973088 0.17608905
#> [12,] -1.170881111 -2.395019109 0.43762255 -1.508344997 -1.30107759
#> [13,] -0.891168123 0.254061665 0.92657466 0.842329738 1.45719623
#> [14,] -0.604503203 0.312178368 -0.39432582 0.295886780 -0.02599588
#> [15,] -0.780346164 -0.612484404 0.33545345 -0.687987691 -1.47442567
#> [16,] -2.054185285 -1.882377741 -0.65947895 -0.800694438 -0.47327100
#> [17,] 0.728631800 0.839132058 -0.64245077 -0.723554984 -1.17917774
#> [18,] -0.476505886 -0.294143656 -1.00247521 -0.357258057 1.26067328
#> [19,] 0.496764454 -0.049966761 0.56168503 -0.300904683 0.47180048
#> [20,] 0.126267426 -0.346622172 0.17490202 -0.887995976 -1.08045277
#> [21,] -0.120321656 0.606231538 -0.15349866 0.888982941 0.47458146
#> [22,] 0.978901316 0.859949982 -0.64488337 0.733318294 0.68593634
#> [23,] 0.704913447 1.559518955 0.12625006 1.834056729 1.93923367
#> [24,] 0.199058232 0.923704873 -0.98544702 2.009121717 1.68523702
#> [25,] 1.049647437 1.290187069 -0.59379882 1.350895838 1.14572589
#> [26,] -1.302149926 0.121781109 -0.17782463 1.389696522 1.50169199
#> [27,] -0.383268223 -1.460381082 -0.15593125 -2.229852943 -0.93862252
#> [28,] -1.079279197 -1.480765299 -0.63028778 -1.984577194 -1.10038316
#> [29,] -0.994629214 -1.018433913 -0.55730985 -0.572509467 0.14735220
#> [30,] -0.714507288 -0.688383083 0.44005515 -0.517541832 -0.13491780
#> [31,] -0.337876203 -0.419484904 0.39383580 -0.121682479 0.37400250
#> [32,] 0.707367069 0.167320316 -0.92463209 -0.029299899 -0.30826587
#> [33,] 0.940461226 0.293095271 -0.49649491 0.308358429 0.60899575
#> [34,] 1.206679290 0.897248761 -0.82246299 0.918545366 0.87550683
#> [35,] 1.122029307 0.970545201 -0.84678896 0.682507876 0.50100082
#> [36,] 0.455870742 0.687768406 -0.69840051 0.706527346 0.73923855
#> [37,] 0.914698188 0.928475647 -0.93922767 0.758723504 0.78188033
#> [38,] 0.784247248 0.511249762 -0.59136622 0.446008472 0.45140658
#> [39,] 0.923285868 0.771907513 -0.90760390 0.605830335 0.50424530
#> [40,] 0.906110509 0.790990610 -0.99761001 0.616916244 0.47226397
#> [41,] 1.236531700 1.311004992 -0.53298388 1.137953993 1.00806712
#> [42,] 0.686511276 1.559518955 -1.06329015 1.623886361 1.32741692
#> [43,] -0.809380699 -0.519671161 -0.79327182 -0.065791018 0.59787180
#> [44,] -0.148538317 -0.027847717 0.09705889 0.210894807 1.03541348
#> [45,] 0.663610798 0.894646521 -0.78840662 0.937021882 1.50308249
#> [46,] 0.069016229 0.182500052 -0.35053906 0.366097541 1.04329293
#> [47,] 0.025668895 1.471476486 -0.68137233 2.009121717 2.19415731
#> [48,] -0.037716359 -0.376114230 -0.45757335 -0.467655239 -0.55762755
#> [49,] -0.416392129 -0.753439095 -0.95625585 -0.975297513 -0.96643237
#> [50,] 0.085373714 -0.234292126 -0.90517130 -0.867209895 -1.20791459
#> [51,] 0.940461226 0.155176528 -0.82732818 -0.457955068 -0.88856479
#> [52,] -0.136679141 -1.489439434 -1.04869456 -1.490792307 -0.84360553
#> [53,] -0.957824873 -0.722212209 -0.98058183 0.232142801 0.05418920
#> [54,] 0.768298700 1.131450402 -1.02436859 1.091762703 -0.20027095
#> [55,] -0.306796982 1.072466285 0.27220592 1.342581406 0.34804663
#> [56,] -1.572457361 -0.605111389 -0.16809424 0.451551427 0.43611117
#> [57,] -0.744359698 -1.067876482 2.85805713 -0.551723386 -0.34302819
#> [58,] -0.405350827 -0.707899887 1.19659299 -0.207598278 -0.26469711
#> [59,] -1.099317116 -1.261743395 0.38897060 -0.560499732 -0.99516922
#> [60,] -0.290439497 -0.636771981 0.70034309 -0.001123213 0.04352875
#> [61,] 0.482860592 0.723766065 0.11165448 1.228488920 1.38118264
#> [62,] 0.687738088 1.559518955 -0.70569830 0.942102924 0.01340141
#> [63,] 0.280436719 1.141425657 0.75386024 0.998456298 -0.02136090
#> [64,] -0.617998128 -1.083056218 0.31842527 -1.013636284 -0.33422174
#> [65,] -0.361594556 -0.504057719 6.31964347 -0.680135172 -0.50896031
#> [66,] -0.994629214 -1.542785363 0.57141542 -1.779949781 -0.58033893
#> [67,] -2.044370794 -1.889317049 1.96286123 -1.836765067 -0.94789247
#> [68,] -2.436541490 -2.326493444 -0.48433193 -1.818288551 -0.71753420
#> [69,] -2.678632263 -2.340372060 0.46681372 -1.392404860 -0.98172779
#> [70,] -1.033478240 -0.869672501 -0.02943618 -0.839495122 -0.82506562
#> [71,] -1.118537160 -0.808519851 0.03137876 -0.705078468 -0.77547139
#> [72,] -1.457954968 -1.429587904 0.60060659 -1.430281717 -0.66979395
#> [73,] -1.112812041 -0.979400307 0.08976110 -1.155443543 -0.86956139
#> [74,] -0.422526186 -0.624628193 -0.28972412 -0.353100841 -0.33978371
#> [75,] 0.361406268 -0.059074602 -0.62785518 -0.623319886 -1.26770577
#> [76,] -0.961505307 -1.710629872 3.73622485 -1.676943205 -1.56017271
#> [77,] -1.778970605 -1.406601446 0.57384802 -0.866286070 -0.77593489
#> [78,] -0.973364483 -1.169797566 0.47411152 -1.274617071 -1.21764804
#> [79,] -0.005410326 -0.386956899 -0.46730374 -0.397906392 -0.41162582
#> [80,] -0.095785429 -0.342285104 -0.37729763 -0.754965061 -1.14997740
#> [81,] 0.803058355 0.570667586 -0.57920323 0.027977300 -0.25403666
#> [82,] 1.276607537 0.794026557 -0.92949728 0.170708385 0.24561368
#> [83,] 0.938007604 0.610134899 -0.54028167 0.169784559 -0.48532193
#> [84,] 0.519664933 0.183801173 -0.29215672 -0.036228593 -0.23688725
#> [85,] 0.110318878 -0.036521852 1.31092508 0.007653132 -0.60768528
#> [86,] -0.584056348 -0.703129113 0.30626228 -0.559575906 -0.51637627
#> [87,] -0.934924394 -0.725248156 -0.82976078 -1.043660622 -0.95716242
#> [88,] -1.409291451 -0.681877482 0.40599878 -0.844576163 -0.80513523
#> [89,] -0.488365062 -0.818495106 2.24747514 -1.053822706 -0.98636277
#> [90,] -1.630526431 -1.932254016 -0.55001206 -1.838150806 -1.75530517
#> [91,] -1.383528412 -1.139438094 0.40843138 -0.202055323 -1.15692986
#> [92,] -0.378769915 -0.798110889 1.64175835 0.777661933 -1.31776350
#> [93,] -0.284305440 -0.405172582 1.13091286 1.304242636 0.38280895
#> [94,] -1.386390972 -0.939065580 0.90468129 -0.678287520 -0.19424548
#> [95,] -0.601640644 0.539874407 2.92860246 -0.184964546 0.13391077
#> [96,] 0.486949963 0.068868886 0.67358452 1.358286445 0.85418594
#> [97,] 0.880347470 1.050347241 0.13841305 1.640053312 1.47990761
#> [98,] 0.635394137 1.139257123 0.39140320 1.365677051 2.24514204
#> [99,] 0.062882172 0.529899152 1.29146430 0.634930847 1.19114865
#> [100,] 0.181473936 0.514719416 0.28193631 0.428917695 1.25233032
#> [101,] 0.025259957 -1.315089324 0.67115192 0.348544851 1.07805525
#> [102,] -0.700194489 -0.738693065 1.98232201 -0.079186492 -0.21556637
#> [103,] -0.350962191 -0.912175762 -0.30918490 -1.659390515 -1.76689261
#> [104,] -2.550226009 -1.596998706 -0.84192377 -0.939730220 -0.70409277
#> [105,] -0.260996025 0.332562585 -0.10971190 0.307434603 -0.58311991
#> [106,] 0.675878911 0.784485009 -0.44297777 0.143917437 -0.86307242
#> [107,] -1.287837127 -0.277229093 -1.08518352 0.249233578 -0.09227602
#> [108,] 1.087269652 1.143160484 -0.92706468 1.616957667 1.86136608
#> [109,] 1.028382707 1.276742160 -0.41865179 2.009121717 2.08384490
#> [110,] 0.920423308 0.981821576 -0.60109661 1.497322227 1.97121500
#> [111,] -0.022585685 -0.449410669 -0.27999373 -0.204826800 0.38883442
#> [112,] -0.898937928 0.002078048 -0.63028778 0.810457748 1.50957145
#> [113,] -0.086788813 1.235973726 0.34761644 2.009121717 1.72231682
#> [114,] 1.294600770 0.799231038 -0.83949117 -0.096739182 -0.67813691
#> [115,] 1.151063842 1.016084408 -0.41865179 0.280181742 -1.21811153
#> [116,] 1.294600770 1.074201112 -0.06105995 0.431689172 -0.97570232
#> [117,] 0.740490976 0.353814215 -0.68867012 -0.369729705 -1.60142399
#> [118,] 0.644799691 -0.265085304 -0.12917268 -0.875986240 -0.61510124
#> [119,] 0.982990687 0.917199272 0.03624395 0.956884137 0.44491762
#> [120,] -0.304343359 -0.560439595 -0.18268983 -0.762355668 -2.00698433
#> [121,] 1.123665055 1.121475147 -0.18755502 0.545319745 0.60065279
#> [122,] 1.093812646 0.843035419 -0.06835774 0.036753645 -0.20815041
#> [123,] 1.041059757 0.880767905 0.18949760 0.195651682 0.27388703
#> [124,] 1.270473480 1.036034919 0.53735905 0.384112144 0.49312136
#> [125,] 1.220992089 0.769738980 0.10678928 -0.370653531 -0.74580755
#> [126,] 1.219356341 1.118872906 -0.19485282 0.183641946 0.05650668
#> [127,] 0.349547092 0.683865045 -0.12187489 1.351819664 2.06762248
#> [128,] 1.294600770 1.475379847 -0.51838829 0.609063725 0.07458309
#> [129,] 1.294600770 1.121475147 -0.71542869 0.372102409 0.53529964
#> [130,] 1.294600770 1.077237059 -0.58406843 0.397507618 0.58906535
#> [131,] 1.217720592 1.327052142 -0.47216894 1.335652713 0.76241343
#> [132,] 1.128981238 1.005241740 -0.36999984 0.559639045 0.04121127
#> [133,] 1.294600770 1.141425657 -0.46487115 0.350392502 -0.44268016
#> [134,] 1.078273035 0.794893971 0.10435669 0.277872177 -0.29250696
#> [135,] 1.187868183 0.885538679 -0.09511631 0.231218975 -0.23642376
#> [136,] 1.220174215 0.988760884 -0.22890918 0.337458941 -0.37779050
#> [137,] 1.294600770 0.646999972 0.06543512 -0.129073085 0.76936589
#> [138,] 1.294600770 0.737210974 -0.71299610 0.253390794 0.56959845
#> [139,] 0.314378500 0.311744661 -0.79083922 1.250660740 1.30238806
#> V32 V33 V34 V35 V36
#> [1,] -0.73078471 0.55062350 1.5851208952 1.816439338 1.754350021
#> [2,] -0.56977832 -0.97549790 -0.7255552647 -1.055859840 0.112009956
#> [3,] 0.41503630 -1.03484976 -0.5622189553 0.106406429 -0.320504573
#> [4,] 1.49232399 1.03662773 -0.2124662057 -0.004418003 -0.332276259
#> [5,] -1.66020938 -1.45906967 0.0134527657 -0.118420197 -1.077310064
#> [6,] 1.43083175 1.83301304 0.9228986842 0.419813158 0.232384938
#> [7,] -0.74392809 -0.57025112 -0.5924006646 -0.479493348 -0.451512046
#> [8,] -1.37340207 -1.10539092 -0.7211167780 -0.585948358 -0.090387098
#> [9,] 0.56994042 -0.07062515 -0.1663059444 1.365594425 1.471070093
#> [10,] -0.23227512 0.17067425 -0.3966634025 -0.373435557 0.084289534
#> [11,] 1.31488837 0.87705877 2.1807658062 1.548712932 1.232598518
#> [12,] -1.67757742 -0.70306309 -0.8729130221 -1.443943964 -0.888583356
#> [13,] 1.79321349 1.32608971 1.3165924517 1.380688792 1.626000670
#> [14,] 0.87036051 1.56592964 1.0023475956 0.699456170 1.380693923
#> [15,] -1.76347879 -1.63080090 -0.4499252425 -0.141061748 -0.767448909
#> [16,] -0.99459111 -0.85728065 -0.2817065978 0.007895823 0.451869923
#> [17,] -1.13400481 -1.69404469 -1.0597733108 -0.367080034 -0.956175618
#> [18,] 1.61436965 0.58175891 0.0640515137 0.633914839 0.638697972
#> [19,] 1.17312764 0.06559225 -1.2053556736 -0.586742798 0.299597468
#> [20,] -1.05138928 -1.26641935 -0.2888081764 -0.429443604 -0.250254188
#> [21,] 1.01165184 2.00377129 2.2473431062 1.860133559 1.066275986
#> [22,] 0.47887557 0.31127006 0.5678197507 0.469862901 0.015937808
#> [23,] 1.60263449 1.41706348 0.7591185261 0.171550540 0.250232333
#> [24,] 1.02948928 1.12808799 0.9921390762 1.196378625 0.752237782
#> [25,] 1.19190389 1.73084999 2.1292793608 2.365397638 2.291670528
#> [26,] -0.03700206 -0.29684334 0.4954724180 1.116934587 1.300950243
#> [27,] 1.44585275 1.96679799 1.8083767746 1.474432756 1.359808673
#> [28,] 0.68682261 0.76176047 1.3259132737 1.324283525 1.190448287
#> [29,] 0.84689019 1.59706504 1.1377214390 0.769764143 0.571865174
#> [30,] 0.17423082 0.67905705 0.5913437300 0.552881921 0.525537893
#> [31,] 0.46009932 1.01911406 0.7302683627 0.791214033 0.831981462
#> [32,] -0.57024772 -0.95555178 -1.4592371111 -1.109484566 -0.656946954
#> [33,] 0.22398790 -0.57998094 -1.0007414382 -0.913257793 -0.503535304
#> [34,] 0.38874955 -0.13192298 -0.7899133214 -1.012165620 -0.458347219
#> [35,] 0.07612489 -0.53133187 -0.9905329188 -1.268769861 -0.603784501
#> [36,] 1.00977421 0.94370800 0.9730535835 1.006507375 1.092477481
#> [37,] 0.89664727 0.77781467 0.8838400015 0.917927273 0.596927473
#> [38,] 0.45399704 0.38278420 0.4519752486 0.489723911 0.449591532
#> [39,] 0.60373768 0.56083980 0.6272954720 0.622395453 0.543385288
#> [40,] 0.35823813 0.27916168 0.5252102786 0.677609060 0.530474407
#> [41,] 1.24353860 1.26576486 1.3219186357 1.321105764 1.060580009
#> [42,] 0.94640435 0.71943578 0.6836642527 0.595384481 0.618192454
#> [43,] 0.85815594 1.34992776 2.1843165955 2.397572473 2.137879146
#> [44,] 0.57040982 0.94614046 1.9828093007 2.191415196 2.209268726
#> [45,] 0.98536508 1.24338629 2.1177392955 2.351892151 2.073704470
#> [46,] 0.56900160 1.27062977 2.1004291975 2.206112342 2.171295545
#> [47,] 2.19408655 1.78679642 1.1412722283 0.589028958 0.268079728
#> [48,] -0.98848882 -1.15258052 -0.8360735827 -0.343246823 -0.585937106
#> [49,] -1.29125595 -1.03436327 -0.7987902947 -0.637189762 -0.820991094
#> [50,] -0.71951896 -0.64079228 -0.4743369192 -0.787338993 -0.607202087
#> [51,] -0.56414544 -1.09128269 -0.8271966094 -0.554170743 -0.611758869
#> [52,] -0.88052535 -0.83295611 -1.0859603822 -1.162712071 -1.342362865
#> [53,] -0.45336553 -0.12365264 -0.2839258411 -1.156753768 -1.221228419
#> [54,] -1.33397193 -1.10928285 -0.6620849053 -0.365491154 -0.598088524
#> [55,] -0.59324864 -0.17084224 0.3596547259 -0.419513099 -1.134649567
#> [56,] -0.04967603 -0.11830124 -0.2195677844 -0.947021509 -0.936049832
#> [57,] -1.59026783 -1.24841919 -1.5866216785 -0.145828390 1.123995221
#> [58,] -1.20582399 -1.12922896 -1.5036219777 0.001143080 1.237914763
#> [59,] -1.00304042 -0.99593051 -1.4250607637 -0.094984206 0.742744487
#> [60,] -1.09879933 -1.05966079 -1.2732645196 0.253775119 1.049188055
#> [61,] 0.41691393 -1.25328410 -0.5364757326 0.444838030 0.341747699
#> [62,] -0.20833539 1.02495195 0.5034616940 -0.547418000 -1.128194126
#> [63,] -0.78758289 0.67273267 1.0223207856 -0.125967380 0.260105360
#> [64,] 0.22445731 0.77392274 0.7773163214 0.949704888 1.395883195
#> [65,] -0.83827878 -1.52085400 -1.1267944596 -0.424279742 0.262004019
#> [66,] -0.29986964 -0.32505980 -0.3833479425 -0.129542362 -1.189710679
#> [67,] -0.49608151 -0.28711352 0.2065269358 0.429743662 -0.407463156
#> [68,] 0.21178333 -0.02440853 0.4768307740 0.345135762 -0.142790087
#> [69,] -0.57775823 -0.51771013 0.0099019764 -0.120803518 -0.271519170
#> [70,] -0.52847056 -0.38538465 -0.7473038494 -0.728153185 -0.584797910
#> [71,] -0.45383494 -0.14457174 -0.0886324277 0.200547614 0.337950381
#> [72,] 0.14278059 0.49175812 0.5039055426 0.488532250 0.277952755
#> [73,] -0.46557010 -0.40873621 0.0693776977 0.011868025 0.116946469
#> [74,] -0.80635914 -1.08057989 -0.6674110893 -0.177208785 -0.047477403
#> [75,] -1.39077011 -1.13312089 -0.6026091839 -0.040565040 0.026950031
#> [76,] -1.48652901 -1.20609450 -0.7029189827 0.186644907 0.431364405
#> [77,] -1.14902581 -0.51187224 0.5584989287 0.779297428 0.588573373
#> [78,] -1.14996463 -0.20003169 -0.0127343056 -0.435799127 -0.564292393
#> [79,] -0.76411257 -1.41090709 -1.1476553469 -0.561320706 -0.222533766
#> [80,] -1.40672993 -1.40798815 -1.5733062184 -1.328750109 -0.733273047
#> [81,] -0.61061667 -0.42576338 -0.8476136481 -1.111867887 -1.405778077
#> [82,] 0.33148197 -0.22532920 -1.0695379815 -1.198859108 -0.863521057
#> [83,] -0.40407786 -0.83149664 -1.6705090765 -1.130934456 -0.797067990
#> [84,] -0.38577101 -0.95068687 -1.4104137577 -1.253278274 -0.896937456
#> [85,] -0.80448152 -1.11463424 -0.3043428798 -0.115242435 -0.590873619
#> [86,] -0.74486690 -1.22166220 -0.9909767675 -1.086445795 -0.873014352
#> [87,] -1.49403952 -1.70863942 -1.1418853142 -0.846127581 -0.660364540
#> [88,] -1.35838107 -1.57923288 -1.0943935069 -0.817527727 -0.786055768
#> [89,] -0.85517741 -0.45592581 -0.4259574145 -0.481082228 -1.080727650
#> [90,] -1.31378746 -0.86457801 -1.2657190923 -0.908491151 -1.081487114
#> [91,] -0.38764864 0.38521665 0.9499734529 1.088731954 1.324493615
#> [92,] -0.64347512 1.08138488 2.0884452835 1.849805834 2.085855888
#> [93,] 0.60186005 0.53359632 1.0107807202 1.800550531 1.715997108
#> [94,] -1.40766874 0.16872828 1.1439353203 0.877013594 0.184538731
#> [95,] 0.02730662 0.08310592 -0.9186294348 -1.486049304 0.126060032
#> [96,] 0.56712398 -0.42381742 -0.0944024603 -0.462015659 -1.143763130
#> [97,] 0.87880983 -0.90933516 -0.4925347146 0.027359612 -0.411640206
#> [98,] 2.35039888 1.52895634 1.2970631104 1.329050168 0.093782829
#> [99,] 1.54208106 1.91571647 0.5553919880 0.001143080 -0.320884304
#> [100,] 1.17594407 0.44456852 0.8816207582 1.027957265 0.048215012
#> [101,] 1.89695230 1.29787325 0.5673759020 -0.398857649 -1.208697269
#> [102,] -1.35415641 -1.52912434 -1.3531572797 -1.450299487 -1.097056118
#> [103,] -0.89836280 -0.81787490 0.0005811544 -0.257050042 -0.820611362
#> [104,] 0.32584909 -0.02586801 -0.9457042035 -1.438780101 -0.530875994
#> [105,] -0.59324864 0.15899847 -0.0819746977 -0.612959331 -1.117561636
#> [106,] -0.65849613 -0.53716976 -0.9243994674 -1.000249014 -1.113384586
#> [107,] -0.25621484 0.21640437 -0.0495737450 -0.346027365 -0.664161858
#> [108,] 1.84250116 1.55230790 1.2180580477 0.986249146 1.136146639
#> [109,] 2.02650847 1.75906645 1.3600896211 1.420013591 1.558028677
#> [110,] 2.04716235 1.56398367 0.9872567409 0.909188429 1.124374953
#> [111,] 0.74549841 0.61338080 0.1239710838 -0.251886180 -0.590873619
#> [112,] 1.99928290 2.92421173 2.4679358937 1.108592963 0.006824245
#> [113,] 1.00273311 0.61338080 0.0161158577 -0.422293641 -0.713906725
#> [114,] -1.54144956 -1.16231033 0.0858000984 1.037490550 1.330189592
#> [115,] -0.57071713 -0.16743681 0.4599645246 1.540768528 2.078640984
#> [116,] -1.13353540 -0.62279212 0.3893925866 1.279000424 1.641189942
#> [117,] -0.56790069 0.35310827 0.9144655595 1.636101373 2.271924474
#> [118,] 0.22445731 1.21906175 1.2983946564 0.676020179 0.494020153
#> [119,] 0.48310023 1.37911720 0.9961337142 0.432921424 -0.117348056
#> [120,] -1.08377832 -0.87722677 -1.1272383082 -0.876713535 -0.933771441
#> [121,] 0.61922809 0.51997458 0.2220616392 -0.620903735 -0.942505272
#> [122,] 0.06016507 0.12202517 -0.3638186012 -1.063407024 -0.915164582
#> [123,] 1.28109111 0.96705956 -0.3247599185 -1.369663789 -0.277215147
#> [124,] 1.05483722 0.47813638 -0.5418019166 -1.455463349 -0.201648517
#> [125,] -0.65051622 -0.78187459 -0.4725615245 -0.909285591 -0.277594878
#> [126,] 0.56806279 0.29035096 -0.4738930705 -1.267180980 -0.622011627
#> [127,] 1.33695047 0.41927100 -0.2515248884 -1.016137821 -1.040476079
#> [128,] 0.40330114 0.66640829 -0.0593384157 -0.840566498 -1.039716615
#> [129,] 0.09114589 -0.48268279 -0.7464161520 -0.833416535 -1.125915735
#> [130,] 0.14184178 -0.50652084 -0.9971906488 -0.983565766 -1.171863284
#> [131,] -0.35854544 -0.07840900 -0.3425138651 -1.045929336 -1.308946466
#> [132,] -0.41346599 -0.42527689 -0.8906669688 -1.169862034 -1.355653478
#> [133,] -0.58808517 -0.94825442 -1.0309231475 -0.871946893 -1.043134201
#> [134,] -0.44679384 -0.64760315 -0.7899133214 -0.943843747 -1.262998918
#> [135,] -0.46744772 -0.54495361 -0.8693622327 -1.095581859 -1.373121142
#> [136,] -0.43130343 -0.56149429 -0.6935981607 -0.652681350 -0.997566384
#> [137,] 1.10036964 0.47181200 -0.7992341434 -1.181381420 -1.311224857
#> [138,] 0.65067832 0.08310592 -1.1112597562 -1.237389466 -1.245151523
#> [139,] 0.19066005 -1.10636390 -1.0770834089 -0.922791077 -0.766309714
#> V37 V38 V39 V4 V40
#> [1,] 1.27510703 1.29934892 0.816020196 -0.710114141 -0.240976758
#> [2,] 0.06883637 -1.14155561 -0.731479729 0.247250327 -0.660812965
#> [3,] 1.03191070 1.61850687 1.031463305 1.029826261 0.830310722
#> [4,] 0.73298189 2.61520956 3.266685561 -0.714086608 3.243012855
#> [5,] -0.74181804 0.24985684 0.489364556 -0.487656008 -0.348376718
#> [6,] 0.11612454 0.41984840 0.558685371 -0.453890041 0.304159403
#> [7,] 0.13596869 0.56271880 0.315813163 -0.499573408 -0.361394895
#> [8,] -0.12242741 -0.88390457 -1.155882705 -0.624706108 -1.138688545
#> [9,] 0.07854733 -1.33043512 0.188143172 -0.149996340 1.586992259
#> [10,] 0.77224796 0.34623382 1.093303457 -0.229445674 0.992495511
#> [11,] 1.66481225 0.47796518 -0.148486686 0.708056461 -0.013701085
#> [12,] -1.03863578 -0.46885394 -0.067695520 2.318891696 0.003656484
#> [13,] 2.21242619 3.18959701 2.716108727 -0.382385641 2.100667826
#> [14,] 2.12798303 2.82733578 3.192876348 -0.531353141 3.313527981
#> [15,] -1.34938664 -0.92846077 -0.449708070 0.964280561 -0.655388725
#> [16,] 0.78618108 -0.03007229 -0.291118003 -0.384371874 -0.493746361
#> [17,] -0.87270496 -0.65531193 -1.283053985 0.114172693 -1.619818669
#> [18,] -0.98628102 0.20191050 0.650448177 0.032737126 0.619307771
#> [19,] 0.72200428 -0.12790220 -0.582365169 0.529295460 -0.726988698
#> [20,] -0.44964468 -0.66548236 -0.454196468 0.008902326 -1.013931016
#> [21,] 0.14990181 -0.50566123 -0.310069018 -0.408206674 0.256968511
#> [22,] -1.01034732 -1.45441758 -1.220715122 -0.712100374 -1.115906736
#> [23,] -0.30102471 -0.88487319 -0.810774762 -0.239376841 -1.272667283
#> [24,] 0.51385187 0.13023314 -0.630241416 -0.994145508 -0.932567410
#> [25,] 2.42648962 2.40889501 1.644877713 -0.447931341 0.882925854
#> [26,] 1.00911105 1.75604991 2.763984974 -0.646554674 3.141037136
#> [27,] 1.08975427 -0.81561736 -0.194866800 0.078420493 0.984359150
#> [28,] 0.75831484 -0.96526806 0.713784461 0.644496994 1.747549775
#> [29,] 0.51722959 0.32298711 0.418048897 -0.674361941 1.526783191
#> [30,] 0.24827810 -0.47369701 -1.048161151 -0.223486974 0.356232111
#> [31,] 0.57127322 -0.28336457 -1.411222686 0.070475560 -0.204634347
#> [32,] -0.61473108 -0.30903281 -0.497584316 -0.664430774 -0.946128011
#> [33,] -0.39560106 -0.09932812 -0.290619293 -0.998117975 -0.709631129
#> [34,] -0.43993372 -0.15018030 0.042519589 -0.634637274 -0.577822087
#> [35,] -0.51213263 -0.15163321 0.002622717 -0.598885074 -0.525206955
#> [36,] 1.08975427 0.82472860 0.290877618 -0.819356975 0.045965560
#> [37,] 0.47036363 0.26680756 -0.608298136 -0.928599808 -0.833846234
#> [38,] 0.38212052 0.04402659 -0.728986174 -0.773673608 -0.704206889
#> [39,] 0.48725227 0.18205393 -0.735968127 -0.215542041 -0.780146254
#> [40,] 0.62151691 0.15880722 -0.511049511 -0.547243008 -1.082276445
#> [41,] 0.94788975 0.71914979 0.065959001 -0.237390607 -0.446013045
#> [42,] 0.37536507 0.02513864 0.038529902 -1.006062908 -0.181852538
#> [43,] 2.02116242 1.77203202 1.690759116 -0.140065174 1.701986156
#> [44,] 1.72856684 1.40395911 1.223467002 -0.555187941 1.605434676
#> [45,] 1.38826087 1.12306137 1.279322623 -0.954420841 1.884783057
#> [46,] 1.70576718 1.62625578 1.558102016 -0.539298074 1.915701228
#> [47,] 0.42518654 -0.69115060 -1.300508866 -0.314853707 -0.919549233
#> [48,] -1.10365702 -1.46797816 -1.385788430 -0.845178008 -1.029118889
#> [49,] -1.30167625 -1.35271322 -0.727988752 -0.906751241 -0.399364578
#> [50,] -0.20518171 -0.26302370 -0.192373245 -0.906751241 -0.207346467
#> [51,] -0.64301954 -0.87809290 -1.464086042 -0.370468241 -1.665924713
#> [52,] -1.09732378 -0.98851477 -0.985323577 -0.517449508 -0.940703770
#> [53,] -1.39034158 -1.43020225 -0.804291520 -0.207597107 -0.552870581
#> [54,] -0.98543658 -0.65773346 -0.415297018 -0.376426941 -0.216025252
#> [55,] -0.68777442 -0.82675641 -1.446132449 -0.863054108 -1.031831009
#> [56,] -0.65104164 -0.74975169 -1.148900752 -0.652513374 -0.429740324
#> [57,] 1.43723791 0.08858279 -1.343896715 1.701173128 -0.087470754
#> [58,] 1.53983636 0.04596382 -1.355367065 0.515391827 -0.270267656
#> [59,] 0.48767448 -0.51680028 -1.150895596 -0.008973774 0.030235262
#> [60,] 1.16153097 -0.60445975 -0.676122819 -0.090409340 0.953983404
#> [61,] -0.97783670 -0.54004699 -0.258203084 -0.636623508 0.349723022
#> [62,] -1.15052298 -0.54585867 0.086406148 -0.668403241 -0.593009960
#> [63,] 1.13450915 1.48193245 1.103776386 0.485598327 0.035117079
#> [64,] 1.36419457 1.33760913 1.033458149 1.401251895 1.320119631
#> [65,] 0.02239263 -0.02038617 0.247489769 7.348034502 0.538486588
#> [66,] -0.77601753 -0.77202978 -0.743947501 1.222490894 -0.865306829
#> [67,] -0.84061655 -0.37828864 -0.054230326 1.854113095 -0.680882655
#> [68,] -0.57124284 0.29780317 0.184153485 -0.354578374 -0.910328024
#> [69,] 0.39563143 0.46488890 -0.741453947 -0.086436874 0.101835236
#> [70,] -0.19884847 0.50411772 0.173680556 1.055647294 -0.256707055
#> [71,] 0.44080853 0.60533777 0.292373750 0.503474427 0.578625967
#> [72,] 0.23730049 0.46392029 0.483878736 0.106227760 0.675177447
#> [73,] 0.36312081 0.48668269 0.713285750 -0.352592141 0.131668558
#> [74,] -0.32213550 -0.53423531 -0.069191653 0.453818594 0.198386715
#> [75,] -0.17900433 -0.53859407 -0.028297359 0.936473294 0.452241166
#> [76,] 0.32469917 0.56029727 0.309329921 4.050887164 -0.156358608
#> [77,] 0.35636536 -0.01699602 -0.045752240 0.906679794 -0.547988765
#> [78,] -0.02236225 -0.04847594 0.227541333 -0.666417008 0.856347076
#> [79,] -0.36055714 -0.61608310 -0.519028885 -0.358550841 -0.567516030
#> [80,] -0.65526380 -0.08334600 0.396604329 -0.374440707 -0.135204070
#> [81,] -1.00063635 -0.45238752 -0.832718041 0.366424327 -1.131094609
#> [82,] -0.35802385 -0.01166865 -0.143499577 -0.638609741 -0.131949526
#> [83,] -0.54844319 -0.27658428 -0.531496658 -0.245335541 -0.256707055
#> [84,] -0.44162258 -0.46401088 -0.661660203 -0.630664808 -0.421061539
#> [85,] -0.53155456 -0.41558023 -0.705546762 -0.271156574 -0.677085687
#> [86,] -0.78910622 -0.95800346 -0.817756714 -0.688265574 -0.302813099
#> [87,] -1.01372505 -0.72747359 0.042020878 0.404162760 0.138720070
#> [88,] -0.82879451 -1.19531362 -0.238254648 -0.060615840 -0.098861659
#> [89,] -0.80852815 -0.12499636 0.147747589 1.826305828 -0.245316150
#> [90,] -0.46864440 -0.38264739 -0.533990212 0.880858761 -1.089327958
#> [91,] 1.55545834 2.12024836 1.736141808 0.086365426 1.123219704
#> [92,] 1.96542993 2.93775765 1.702728177 1.268174261 0.676804719
#> [93,] 2.00469600 2.77115623 2.197449391 1.329747495 0.918725841
#> [94,] 0.18832345 0.10989227 0.630998452 0.493543260 0.639377460
#> [95,] 0.77013688 -0.45093460 -0.634729814 1.850140629 -0.249113119
#> [96,] -0.14902700 0.39853892 -0.750929454 0.086365426 0.300904859
#> [97,] -0.24698108 0.06582038 -0.379888544 -0.660458308 -0.952637099
#> [98,] -0.88326035 -0.77251409 -0.960388032 -0.296977607 -0.123813165
#> [99,] -0.99768084 -0.48725759 -0.761402383 0.906679794 -0.862594709
#> [100,] -1.04876896 -0.08189309 -0.099613018 0.124103860 -0.994946175
#> [101,] -1.14081201 0.25518421 1.357121523 1.127151694 0.180486722
#> [102,] -0.79839497 -0.88535749 -0.152476373 1.852126862 -0.531716044
#> [103,] -0.94701494 -0.60349114 -0.668143444 0.503474427 -0.568600879
#> [104,] 0.06968080 0.04838535 -0.325529056 -0.237390607 -0.774722014
#> [105,] -1.40216362 -1.24471288 -1.431669833 -0.034794807 -1.116449160
#> [106,] -1.17543371 -1.24858733 -1.203260241 0.036709593 -0.890258335
#> [107,] -1.08085736 -0.98221878 -0.889571084 -0.227459441 -1.189133981
#> [108,] 1.08468768 0.73706913 0.417550186 -0.020891174 0.570489607
#> [109,] 1.68930077 1.23057740 0.710293485 0.294919927 0.895944031
#> [110,] 1.54743624 1.38846131 1.206012120 -0.670389474 1.589704379
#> [111,] -0.93772619 -0.85533049 -0.305580620 -0.434027707 0.293853346
#> [112,] -1.02301379 0.10408059 1.520698698 -0.354578374 2.672925189
#> [113,] -0.13340502 0.67071914 1.416468120 -0.078491940 1.658592232
#> [114,] 1.81174336 1.97544073 1.739632784 -0.958393308 0.827056178
#> [115,] 1.90969744 1.35262263 0.601574509 -0.733948941 -0.099946507
#> [116,] 1.63145720 1.49258720 0.698823134 0.118145160 0.159332184
#> [117,] 2.16513802 1.45142115 0.483380025 -0.400261741 -0.263758568
#> [118,] 0.58605077 0.22806304 0.227042622 0.136021260 0.298192738
#> [119,] 0.05785876 0.19319298 0.026062129 0.265126427 -0.226331309
#> [120,] -0.85623854 -0.15744489 0.170189580 0.124103860 0.679516839
#> [121,] -0.80219491 -0.80980569 0.009604670 -0.970310708 0.451698742
#> [122,] -0.67975232 -0.49113204 0.930723703 -0.741893874 1.073859117
#> [123,] -0.03460651 0.22612582 1.201523722 -0.304922541 0.610628986
#> [124,] -0.21320381 0.34817105 1.483295381 0.245264093 0.970256125
#> [125,] -0.76123997 -0.01118434 1.339666642 0.283002527 0.507568418
#> [126,] -0.87397160 0.26341742 1.401506793 -0.610802474 1.089046990
#> [127,] -0.94532608 -0.77202978 0.148745011 -0.483683541 1.269674195
#> [128,] -0.88748251 -1.01854177 -0.859648430 -0.650527141 -0.302270675
#> [129,] -0.77812861 -0.80932138 -0.426268657 -0.169858674 -0.423773660
#> [130,] -0.80303934 -0.98415601 -0.450206781 -0.006987540 -0.619588738
#> [131,] -1.02934703 -0.67032543 -0.825237378 -0.610802474 -1.163640051
#> [132,] -1.23116620 -1.21420157 -1.117481966 -0.376426941 -0.980843149
#> [133,] -1.23792166 -1.19773516 -1.339408316 -0.227459441 -1.498315684
#> [134,] -1.15010076 -0.83014656 -1.043174042 -0.624706108 -1.034000705
#> [135,] -1.30547619 -1.04227278 -1.114489700 -0.328757341 -1.142485514
#> [136,] -1.25776580 -1.31396870 -0.931462800 -0.674361941 -0.929312866
#> [137,] -0.82921672 -0.69502506 -0.711531293 0.563061427 -1.128382489
#> [138,] -1.14123423 -0.97011112 -0.813268316 -0.769701141 -1.078479477
#> [139,] -0.42937832 -0.82385057 -1.170844032 -0.581008974 -1.312806662
#> V41 V42 V43 V44 V45
#> [1,] -1.378772677 0.0129632385 0.235586125 1.528014427 0.440908749
#> [2,] -0.721158272 -1.2862214915 -0.724293976 -0.393474669 -0.888312588
#> [3,] 0.958470272 -0.1295950149 -0.233568755 0.040834510 0.092152655
#> [4,] 1.791222533 1.2665524137 0.495104271 0.757371540 1.529290972
#> [5,] -1.016632786 -0.3552641528 -0.402087032 -0.533126274 0.115183718
#> [6,] -0.552799945 -1.3277769337 -1.134130423 -0.655961193 -0.288188896
#> [7,] -0.660142503 -0.8412319638 -1.320848673 -1.337402532 -0.708670299
#> [8,] -1.077648555 -1.1384688078 -0.731034707 -0.984983299 -0.850804857
#> [9,] 0.316109809 -0.2883137180 -0.189079931 0.646966344 -0.022344628
#> [10,] 0.102554616 -0.0055058470 -0.083924526 0.096402688 -0.536924373
#> [11,] -0.079927732 0.0499014094 -1.314107942 -0.218727373 -0.275028288
#> [12,] 0.056792789 -1.1402002846 -0.815293845 -0.574071247 -0.549426950
#> [13,] 2.176525818 1.7813781708 1.444199202 1.076888562 -0.315168141
#> [14,] 3.414919955 2.9431990776 2.106138991 0.491229214 1.602990373
#> [15,] 0.126847932 -0.2496440703 -0.511960948 -0.443924725 -0.273054197
#> [16,] -0.512122766 -0.4764675261 -1.105819353 -0.919910038 -0.388867541
#> [17,] -0.741496862 -0.7090625710 -0.435116614 -0.204835329 -0.633654837
#> [18,] -0.222862821 -0.7765901647 0.683170667 0.360351532 -0.675768780
#> [19,] -0.718333468 -0.2790791753 -0.984486194 -1.062486284 -0.892260770
#> [20,] -1.281034453 -1.4299340627 -1.186034052 -0.870191142 -0.779079548
#> [21,] 0.178824328 -0.3529555171 0.350852626 0.028404786 -0.531660131
#> [22,] -0.929063857 -0.6086369188 0.116275186 -0.154385273 -0.865281525
#> [23,] -1.004203647 -0.6103683956 0.170201034 -0.337175331 -1.169291554
#> [24,] -0.412689660 -0.7864018663 -0.664301469 -0.698368487 -0.544162707
#> [25,] -0.018911962 -0.6017110118 -0.902923348 -1.071260206 -0.258577529
#> [26,] 2.712108684 2.5599655545 3.543936923 4.091462208 2.657155017
#> [27,] 1.282192826 1.1615094902 1.030318316 1.250904698 -0.210541313
#> [28,] 0.804800926 0.2115059071 -0.066398626 0.469294407 -0.392815724
#> [29,] 2.398555424 2.2055899773 2.569227213 1.404448347 0.816644087
#> [30,] 0.653391424 1.3017591079 1.173221814 0.228742690 -0.253313286
#> [31,] 0.266393256 1.3479318215 1.278377218 0.222162248 -0.173033582
#> [32,] -0.812116966 -0.6155628259 -0.484998023 -0.542631357 -0.699457874
#> [33,] -0.790083493 -0.1671103447 -0.238961340 -0.266983949 -0.327670717
#> [34,] -1.005898530 -0.0903482083 -0.183687346 -0.457085610 -0.333592991
#> [35,] -1.174821818 -0.4314491303 -0.449946222 -0.396399310 -0.559955436
#> [36,] -0.249415980 -0.7396519938 -0.776871678 -0.372271022 -0.497442552
#> [37,] -0.629634618 -1.2463975259 -1.157722982 -1.228459657 -1.064664726
#> [38,] -0.555624749 -1.0218827059 -1.297930188 -1.224072695 -0.887654558
#> [39,] -0.718333468 -1.2337000297 -1.258159874 -1.309618443 -0.946219260
#> [40,] -1.052225318 -1.3739496474 -0.947412173 -1.157537114 -1.266680048
#> [41,] -0.697429917 -1.0380431557 -1.152330397 -0.965973133 -1.125861550
#> [42,] -0.253370706 -0.6755873536 -0.586783062 -0.493643621 -0.424401181
#> [43,] 1.215527449 0.7788531259 0.229519467 -0.337175331 -0.361888296
#> [44,] 1.412133817 1.1551607421 0.627222599 -0.182900522 -0.550743011
#> [45,] 1.525690944 1.4056477135 0.814614922 -0.123676543 -0.302007533
#> [46,] 1.742635902 1.3525490929 0.894155549 0.081779483 -0.295427230
#> [47,] -0.699124800 -0.6680842877 0.083919677 1.228238731 1.173296545
#> [48,] -0.400825482 -0.5174458094 -0.598916378 -0.895050590 -0.744203938
#> [49,] 0.018940413 0.1324351350 -0.135154082 -0.501686384 -0.571799983
#> [50,] -0.151677757 -0.4037455021 -0.648797788 -0.275757871 -0.079593270
#> [51,] -1.391201815 -1.4564833730 -1.266248752 -1.268673470 -1.054136240
#> [52,] -1.036971375 -1.3687552171 -1.155026689 -0.574071247 -0.750126212
#> [53,] -0.719463390 -1.2510147973 -1.561492772 -1.014960868 -0.867255617
#> [54,] -0.757315765 -1.5903842425 -1.432070735 -0.744431582 -0.421111029
#> [55,] -0.773699629 -0.3581499474 -0.522072044 -0.873846943 0.161903874
#> [56,] -0.400825482 -0.4516496925 -1.190078491 -0.409560194 -0.198696766
#> [57,] 0.573731947 0.6097455622 -0.064376406 -0.078344608 0.208624030
#> [58,] 0.705932781 0.6132085158 -0.023932020 -0.121483062 0.221126607
#> [59,] 0.587291007 0.0943426463 -0.533531287 -0.296230358 -0.189484341
#> [60,] 1.115529382 0.7095940555 -0.049546798 -0.566028484 -0.126313426
#> [61,] -0.009872589 -0.9560865890 -0.519375752 -0.637682187 -0.698799843
#> [62,] -0.592912164 0.0747192430 -0.178294761 -0.469515334 -0.806058793
#> [63,] -0.372012480 -1.2458203670 -1.668670395 -1.583803531 -1.296949445
#> [64,] 2.009862374 1.1459261993 0.849666724 0.466369766 0.007266738
#> [65,] 0.368651166 -0.0580273087 -0.554427553 -0.157309913 0.552773911
#> [66,] -1.341485262 -1.0720955320 -0.936627004 -0.990101420 -0.781053639
#> [67,] -1.139229285 -1.3670237403 -1.142893374 -1.055905841 -1.030447147
#> [68,] -1.246006882 -0.8175684480 -0.622508937 -1.308156122 -0.878442133
#> [69,] 1.836984360 0.9444977361 -0.412872201 -0.545555998 -0.909369560
#> [70,] -0.679916132 -0.5947851048 -0.186383638 -0.811698323 -0.919898046
#> [71,] 0.629098108 0.5197087706 0.935274008 0.464907446 -0.452696487
#> [72,] 0.423452367 0.2957711095 0.059653045 0.263838382 0.109261445
#> [73,] 0.137582187 0.3223204199 0.011793855 0.353771090 -0.146712367
#> [74,] 0.446615761 0.9416119415 0.529481999 -0.148535991 -0.728411210
#> [75,] 0.787287140 0.6905478111 0.602955967 0.257257939 0.085572352
#> [76,] 0.258483805 1.2573178710 0.779563121 -0.569684286 -0.112494788
#> [77,] -0.721158272 -0.1024685456 0.340067457 -0.094430133 -0.536924373
#> [78,] 0.626273304 0.4902736657 -0.104820792 -0.523621191 -0.627732564
#> [79,] -0.336984909 0.0343181185 0.081223384 -0.176320080 -0.470463307
#> [80,] -0.587262556 -0.6403806595 -0.987856560 -0.478289256 -0.357940114
#> [81,] -0.455626683 -0.4493410568 -0.396694447 -0.582114010 -0.391499663
#> [82,] 0.015550648 -0.0782278709 -0.283450165 -0.071033006 -0.227650102
#> [83,] 0.233060567 -0.1532585306 -0.410175909 -0.004497424 -0.455986639
#> [84,] -0.305912063 -0.5255260343 -0.268620557 -0.291843397 -0.560613467
#> [85,] 0.069786888 -0.0153175486 -1.461055879 -0.678627161 -0.076961148
#> [86,] -0.404780208 -0.9076052396 -1.082900867 -0.054216320 -0.310561928
#> [87,] -0.328510496 -0.9330002321 0.127734429 0.307707996 -0.380313147
#> [88,] -0.761835452 -0.7667784630 0.269289781 -0.087118531 -0.596805137
#> [89,] -0.931888661 -0.2040485156 0.625874453 -0.302079640 -0.850146827
#> [90,] -1.043750905 0.0112317617 -0.061006041 -1.397357671 -0.002603717
#> [91,] -0.106480891 -0.7309946100 -0.307716797 0.047414952 1.480596725
#> [92,] 1.249990059 0.5756931859 -0.619138571 -0.524352351 0.454727386
#> [93,] 0.437011427 0.9566180734 1.422628863 1.699837082 2.398549084
#> [94,] 0.007641197 0.8660041229 1.132103354 -0.250167263 -0.318458292
#> [95,] -0.064108828 0.9531551199 0.473533931 -0.993757222 -0.512577250
#> [96,] 0.947171055 -0.6911706445 0.012467928 0.757371540 0.193489331
#> [97,] 1.648852404 2.0890038754 2.258479512 1.549949234 1.923451160
#> [98,] 2.251100648 3.1365473160 1.938294788 1.635494981 2.946030347
#> [99,] 1.529080709 2.0959297824 1.190073641 1.755405260 2.493305456
#> [100,] 1.219482174 2.9876403145 3.398337132 2.443427040 2.557792432
#> [101,] 0.550003592 1.1522749475 1.433414032 1.460747685 2.281419679
#> [102,] -0.844884694 0.0481699326 0.490385759 -0.549942959 -0.883048345
#> [103,] 0.408763385 -0.4551126460 -1.144241520 -0.907480314 0.274427066
#> [104,] -0.763530334 -1.1228855170 -1.270967263 -0.989370260 -0.973198505
#> [105,] -0.511557805 -0.5047483132 -1.106493426 -0.485600859 -0.194748584
#> [106,] -0.357323499 -0.3385265441 -0.971004732 -0.325476767 0.030297801
#> [107,] -0.738107097 -0.5249488754 -0.783612409 -0.285262954 0.019111285
#> [108,] 0.901409228 0.9121768366 1.245347636 2.014235983 1.802373573
#> [109,] 0.785027297 0.6593812294 1.591821212 2.349107370 1.654316741
#> [110,] 1.495183059 1.2428888980 1.719895102 2.636453342 2.590035920
#> [111,] 0.856777322 0.7626926762 0.854385235 0.625031537 0.064515380
#> [112,] 2.662957092 1.5037647300 0.093356700 -0.324014447 0.554748002
#> [113,] 1.142647502 0.3927338081 0.125712209 0.709846125 1.520736577
#> [114,] -0.336419948 -0.6392263416 0.170201034 1.352535970 1.417425810
#> [115,] -0.156197444 -0.3292920013 0.448593226 1.116371215 0.667929224
#> [116,] 0.314979888 0.2132373839 0.706763225 1.091511767 0.575804973
#> [117,] -0.174276190 0.3061599701 1.253436513 1.737126254 1.308850800
#> [118,] -0.195179741 -0.7044452996 -0.404783324 0.073736721 -0.259235560
#> [119,] 0.394074404 0.5901221589 0.658904035 -0.051291679 -0.618520139
#> [120,] 0.513281139 0.0008429012 -0.834167892 -0.887007827 -0.506654977
#> [121,] 0.033064434 -0.4251003821 -0.855738231 -1.397357671 -1.100856396
#> [122,] -0.824546104 -0.2334836205 0.633289257 1.702030563 1.745782962
#> [123,] 0.056792789 0.9127539955 1.231192101 1.948431561 2.048476930
#> [124,] -0.190660054 1.0882103073 1.570924946 2.014235983 2.186663306
#> [125,] -0.999683961 0.4845020765 1.469139907 1.908948909 1.017343348
#> [126,] -0.355628616 0.8994793403 0.890785183 1.576271002 1.922135100
#> [127,] 1.716082743 1.3075306971 2.046820557 2.091738967 3.331636141
#> [128,] 0.086170752 0.9814359070 0.882696306 -0.655961193 -0.336883143
#> [129,] -0.244331333 0.2149688606 -0.532857214 -1.090270372 -0.516525432
#> [130,] -0.553929867 -0.0193576611 -0.740471730 -1.082958770 -0.860017283
#> [131,] -1.064654456 -0.4048998199 -0.039435701 -0.391281188 -0.790924094
#> [132,] -1.291203748 -0.7713957344 -0.003709827 0.454671203 0.485654813
#> [133,] -1.343745105 -1.0062994150 -0.381864838 0.045952632 0.152691449
#> [134,] -1.448827820 -0.8556609368 -0.097405988 0.220699928 -0.007209930
#> [135,] -1.463516801 -0.9318459143 -0.279405727 -0.082000409 -0.061168420
#> [136,] -1.419449856 -1.3520176084 -0.673738493 -0.310122402 -0.273712228
#> [137,] -0.705339369 -1.2850671736 -1.238611754 -0.566759645 -0.877126072
#> [138,] -0.988384744 -1.0247685005 -0.336027867 -0.604779977 -0.703406056
#> [139,] -1.188380878 -0.4245232232 0.019882732 -0.222383174 -0.350043750
#> V46 V47 V48 V49 V5
#> [1,] -0.130172954 -0.183352258 0.600737465 -0.40925293 0.266598172
#> [2,] -0.984605732 -0.738669359 -0.293268184 -0.34108497 0.645035846
#> [3,] -1.004106734 0.133210465 -0.290293123 -1.07257954 0.299649497
#> [4,] 1.507911190 1.526299623 0.947332000 0.37205669 -0.971173960
#> [5,] 0.573307627 -0.104478044 -1.019182919 -0.66619367 0.603721690
#> [6,] -0.632865442 -0.875100432 -0.602674464 -0.81563880 -0.797654502
#> [7,] -0.509359098 -0.374142587 -0.735064652 -1.06209217 -0.718331321
#> [8,] -0.652366444 -0.022406227 -0.367644693 -1.01489897 -0.741467249
#> [9,] 0.002722762 -0.793028615 -0.596724344 -1.03063003 0.668171774
#> [10,] -0.608308625 -0.641675394 -0.923980987 -0.23358935 -0.323367984
#> [11,] 0.048225099 0.030887161 -0.284343002 -0.22834567 1.358944472
#> [12,] -0.758538564 -1.225770924 -0.983482195 -0.43809321 2.928882423
#> [13,] -0.252957038 0.088444019 0.385045586 0.10200672 -0.553074695
#> [14,] 2.846257715 3.312693982 2.924259632 3.78045433 -0.232476840
#> [15,] -0.826430941 -0.778106466 -0.688951216 -0.83923540 0.611984521
#> [16,] 0.275736786 -0.012813417 -0.143027634 0.13084701 -0.622482478
#> [17,] -0.652366444 -1.108525471 -0.796053390 -1.13026012 -1.177744743
#> [18,] -0.141729103 0.128946994 -0.778203028 0.47168677 -0.850536622
#> [19,] -0.568584362 -0.492453908 -0.140052573 0.13871254 -1.179397309
#> [20,] -0.754205008 -0.770645392 -1.053396114 -0.83399171 -0.240739671
#> [21,] -0.672589705 -0.807950764 -0.769277846 -0.95721839 -0.184552418
#> [22,] -0.712313968 -0.963567456 -0.949269000 -0.70027765 -1.012488116
#> [23,] -0.977383139 -0.926262084 -0.772252907 -1.16958778 -0.898461044
#> [24,] -0.559917251 -0.914537539 -1.170910999 -1.19056254 -0.880282815
#> [25,] 0.268514192 -0.124729532 -0.366157163 -0.95197470 -0.805917333
#> [26,] 2.129054208 1.996347303 1.368303046 1.09306388 0.863174593
#> [27,] -0.811985754 -0.596908948 -0.775227967 -0.16804325 -0.490277177
#> [28,] -0.310737784 -0.201472010 -0.373594814 -0.30700100 1.284578990
#> [29,] 0.687424600 0.276036745 0.072664245 -0.58229465 -1.014140683
#> [30,] -0.319404896 -0.609699361 -0.223354264 -0.56131990 -0.759645478
#> [31,] -0.161230104 -0.410382090 -0.273930291 -0.61637863 0.998685027
#> [32,] -1.031552588 -0.803687293 -0.683001095 -0.99654606 -0.341546213
#> [33,] -0.639365776 -0.140717548 -0.029975339 -0.37254710 -1.095116429
#> [34,] -0.377185642 0.002108731 -0.288805593 -0.12871558 -0.405996297
#> [35,] -0.542583027 -0.113004986 0.016138097 -0.33321944 -1.149651116
#> [36,] -0.424854757 -0.821807044 -0.990919846 -0.94410917 -0.305189755
#> [37,] -0.916713356 -1.046705141 -0.833241645 -1.10141983 -0.574558056
#> [38,] -0.766483417 -1.040309934 -1.071246476 -1.14599119 -0.711721056
#> [39,] -0.930436283 -1.112788942 -1.227437147 -1.22202467 -0.442352755
#> [40,] -0.789595715 -0.868705226 -0.965631832 -0.91002519 -0.382860370
#> [41,] -0.890712020 -1.085076380 -0.937368759 -1.14861303 -0.207688346
#> [42,] -0.635032220 -0.661926881 -0.562511149 -0.61113494 -0.984394490
#> [43,] -0.429910572 -0.366681512 -0.113277030 -0.48266457 -0.891850779
#> [44,] -0.668978408 -0.332573744 0.060764003 0.06267906 -0.876977683
#> [45,] -0.764316639 -0.311256389 0.063739064 -0.03957287 -0.805917333
#> [46,] -0.552694657 -0.446621594 -0.278392882 0.07054459 0.045154293
#> [47,] 0.612309630 -0.155639697 -1.063808825 -1.00703344 -0.663796635
#> [48,] -0.647310629 -0.939052498 -0.699363927 -0.47742088 -0.719983888
#> [49,] -0.280402893 -0.655531674 -0.901668034 -0.68979027 -0.951343165
#> [50,] 0.108894882 -0.346430025 -0.421195780 -0.24669858 -0.954648297
#> [51,] -1.113167892 -0.955040514 -1.014720329 -0.93624364 -0.187857551
#> [52,] -0.658866778 -0.403986884 -0.511935122 -0.11036267 -0.749730080
#> [53,] -0.979549917 -0.761052582 -0.821341403 -0.72649609 -0.067220213
#> [54,] -0.931880802 -0.490322172 -0.458384035 -0.60326941 -0.558032394
#> [55,] 0.841988095 0.693856905 0.182741479 0.33010718 -1.007530417
#> [56,] 0.096616474 0.645892856 0.689989276 -0.08676607 0.476474087
#> [57,] 0.099505511 0.387952859 1.268638523 1.26610561 0.557449834
#> [58,] 0.230956708 0.785521532 1.133273275 2.16802006 -0.898461044
#> [59,] -0.604697329 -0.035196640 0.532311076 0.54772026 0.555797268
#> [60,] 0.274292267 0.532910874 0.867005370 1.02227408 -0.934817502
#> [61,] -0.553416917 -0.699232252 -1.102484610 -1.11452905 1.539074195
#> [62,] -0.693535225 -0.565998783 -0.733577122 -0.51150485 -0.592736285
#> [63,] -1.131224375 -1.303579270 -1.397015589 -1.41341931 -0.448963020
#> [64,] 0.629643854 0.603258146 1.140710926 0.58442608 1.618397376
#> [65,] 0.490970064 0.743952689 0.834279706 0.33010718 5.316840674
#> [66,] -0.779484085 -0.835663325 -0.525322894 -0.44333690 -0.734856984
#> [67,] -0.731814969 -0.151376226 0.297281305 0.59753530 1.063135111
#> [68,] -0.811263495 -1.022190183 -1.065296356 -0.92313442 -0.244044804
#> [69,] -0.715203005 -0.587316138 -0.996869966 -0.77106744 -0.300232057
#> [70,] -0.909490763 -1.050968612 -0.697876397 -1.14599119 1.851409219
#> [71,] -0.324460711 0.085246416 -0.226329325 -0.27029518 0.069942787
#> [72,] 0.160897553 -0.227052836 -0.611599646 -0.22572382 0.697917967
#> [73,] -0.458078686 -0.738669359 -1.276525643 -0.51674854 0.385582943
#> [74,] 0.087949362 0.818563432 0.413308660 0.23309894 0.413676569
#> [75,] -0.278236115 -0.077831351 -0.578873981 -0.64521892 1.458098448
#> [76,] -0.193009515 -0.746130434 -0.181703419 -0.18377431 4.019576157
#> [77,] -0.467468057 -0.363483909 -1.057858705 -0.41711846 0.998685027
#> [78,] -0.328794267 -0.605435890 -0.993894906 -0.77368929 0.076553052
#> [79,] -0.406798274 -0.289939034 0.402895948 0.49528337 0.701223099
#> [80,] -0.338905898 -0.053316392 0.048863762 0.42973726 0.831775834
#> [81,] -0.909490763 -0.906010597 -0.495572290 -0.36730342 0.944150340
#> [82,] -0.252957038 -0.223855233 -0.290293123 -0.40138739 -0.596041418
#> [83,] -0.576529215 -0.163100771 0.010187977 0.25407369 -0.268833298
#> [84,] -0.568584362 0.128946994 0.031013399 0.15444361 0.048459425
#> [85,] 0.134896218 -0.153507961 -0.314093606 -0.77893298 0.535966473
#> [86,] -0.642977073 -0.345364157 -0.018075097 0.31175427 0.114562076
#> [87,] -0.349017528 0.170515837 0.568011800 1.38933229 0.448380461
#> [88,] -0.123672620 -0.168430110 -0.613087176 -0.37779079 -0.888545646
#> [89,] -0.364184974 -0.618226303 -0.605649525 -0.02121996 1.625007641
#> [90,] -0.060113799 -0.840992664 -0.464334156 -0.06841316 2.411629182
#> [91,] 1.083944968 0.112958978 0.609662646 1.35787016 -0.290316659
#> [92,] 0.173175962 0.507330048 2.409574184 1.54664295 -0.643965839
#> [93,] 1.978102009 -0.296334241 -0.215916613 -0.69503396 0.798724509
#> [94,] -1.031552588 -0.062909202 1.655396374 1.38933229 -1.037276610
#> [95,] 0.410077020 2.150898128 2.983760840 2.45117925 1.074703075
#> [96,] -0.303515191 -0.796226218 0.005725386 0.74698043 -0.924902104
#> [97,] 3.041267732 3.295640098 2.530064130 3.29016944 -0.242392237
#> [98,] 3.356895056 1.911077883 0.654288552 -0.45906797 0.334353389
#> [99,] 2.691694220 2.199928044 0.511485653 0.41662804 0.012102967
#> [100,] 4.135490606 4.582142480 3.569847737 2.80250639 -0.260570466
#> [101,] 2.948818539 2.101868211 2.298009419 1.99235649 2.791719423
#> [102,] -0.601086032 -0.445555726 -0.492597230 0.06792274 0.811945039
#> [103,] 1.324457322 1.461281689 0.242242687 0.97508089 -0.087051009
#> [104,] -0.830042237 -0.775974731 -0.851092007 -1.11190721 -0.604304249
#> [105,] -0.367074011 -0.119400193 -0.134102452 0.14919992 0.331048256
#> [106,] 0.159453035 -0.118334325 -0.804978571 -0.61375678 0.202148088
#> [107,] -0.578695993 -0.528693411 -0.282855472 -0.23621120 -0.134975430
#> [108,] 1.177116420 1.085030371 1.289463946 1.18220659 0.149265967
#> [109,] 0.800097054 0.338922942 0.624537948 1.05373622 0.466558690
#> [110,] 2.337787152 2.828790021 2.736830827 2.32795257 -0.556379827
#> [111,] 0.161619813 0.496671370 0.597762404 0.60277899 -0.510107972
#> [112,] 0.865100393 0.812168226 0.837254766 1.78260894 -0.067220213
#> [113,] 1.947044858 2.438682422 2.259333634 1.88748272 -0.501845141
#> [114,] 1.375015475 1.615832514 1.265663463 1.00392117 -0.911681574
#> [115,] 0.476524877 -0.398657545 -0.862992249 -0.65570629 -0.458878418
#> [116,] 0.106728104 -0.563867047 -0.946293940 -0.64784076 -0.602651683
#> [117,] 0.692480415 -0.148178622 -0.843654356 -0.66357183 -0.576210623
#> [118,] -0.256568335 -0.362418041 -0.132614922 -0.48266457 -0.325020551
#> [119,] -0.554861435 -0.556405973 -0.614574706 -0.78155482 1.358944472
#> [120,] -0.535360434 -0.644872997 -1.187273832 -1.13026012 0.603721690
#> [121,] -0.632143183 -0.471136553 -0.241204627 -0.44595875 -0.895155912
#> [122,] 0.314016530 -0.477531759 0.435621613 0.63948481 0.283123835
#> [123,] 0.278625823 0.336791207 1.633083421 1.35000463 -0.296926924
#> [124,] 0.469302284 0.189701456 1.411441422 1.06946728 0.155876232
#> [125,] -0.466745798 0.004240467 1.258225812 1.43128180 0.859869461
#> [126,] 0.241790598 -0.301663579 0.631975599 0.96197166 -0.581168321
#> [127,] 3.132994666 3.033436630 2.710055283 2.73958213 -0.156458792
#> [128,] -0.342517194 0.279234348 0.663213733 0.46382124 -0.939775201
#> [129,] 0.192676964 0.698120376 0.260093050 -0.60064756 0.180664726
#> [130,] 0.071337397 0.622443765 0.454959505 -0.06054763 0.236851979
#> [131,] -0.609030884 -0.331507877 -0.189141070 -0.11298452 -0.632397876
#> [132,] 0.517693659 0.634168311 0.365707694 0.01810770 -0.042431719
#> [133,] 0.504692991 0.578743187 0.234805036 0.04956983 0.273208437
#> [134,] 0.302460381 0.369833107 -0.027000278 0.02597323 -0.325020551
#> [135,] 0.347240459 0.525449799 0.193154191 -0.16279956 -0.007727828
#> [136,] 0.061225767 -0.044789450 -0.325993848 -0.57180727 -1.184355008
#> [137,] -0.711591708 -0.620358038 0.155965936 0.50577075 0.552492136
#> [138,] -0.347573010 0.317605587 0.630488069 0.83612314 -0.660491502
#> [139,] -0.069503170 -0.247304324 -1.336026851 -1.00965528 -0.956300863
#> V50 V51 V52 V53 V54
#> [1,] 0.85303183 0.50934160 -1.03784243 -0.652609145 0.600509829
#> [2,] -1.00074802 -0.29407739 -0.49238137 -0.307530034 -0.862503932
#> [3,] -0.68356135 -0.98486755 0.92390351 0.799598777 -0.243029637
#> [4,] 0.64157405 0.57691890 -0.13831015 -1.069579736 0.481887091
#> [5,] -0.17606269 -0.84220436 -0.52108984 0.138197150 -0.902044845
#> [6,] -0.91616491 -0.76711847 -0.70291020 0.138197150 -0.809782716
#> [7,] 0.09883242 0.17896370 -0.02347624 2.223050107 1.457229599
#> [8,] 0.44421346 0.07384346 0.38801194 0.238845223 -0.335291766
#> [9,] -0.95140787 0.17145511 -0.73161868 -0.221260257 1.061820474
#> [10,] -0.25359721 -0.64698106 -0.50195086 -0.767635515 0.798214391
#> [11,] -0.97960224 -0.07632832 -0.99956446 0.612680926 -0.559356937
#> [12,] -0.57783247 -0.08383690 -0.41582543 -1.083958032 -0.203488725
#> [13,] 0.22570709 -0.21899150 0.05307970 1.144677888 -0.928405453
#> [14,] 4.06014147 1.74075015 0.35930346 0.555167741 0.020576446
#> [15,] -1.01484521 -0.58691235 -0.71247969 -1.371523957 -0.388012983
#> [16,] 0.31029020 -0.34663751 -0.45410340 -0.091855590 -1.020667582
#> [17,] -0.42276343 -0.54936940 -0.93257802 -0.206881961 0.376444658
#> [18,] 3.05924132 0.34415265 0.65595773 1.518513590 0.284182529
#> [19,] -0.95140787 -0.56438658 -0.46367289 -1.127092921 0.218281008
#> [20,] -0.41571484 1.07248575 2.39760535 0.526411149 -1.257913057
#> [21,] -0.21835424 -0.22650009 0.05307970 1.159056184 0.415985571
#> [22,] -0.90911632 -0.11387126 -0.10003218 0.339493297 -1.152470623
#> [23,] 0.00720072 0.26155818 0.35930346 0.756463889 -0.770241803
#> [24,] -0.58488106 -1.06746202 -0.63592375 -0.666987441 0.205100704
#> [25,] 0.01424931 1.08750293 0.73251366 -0.278773442 -0.757061499
#> [26,] 0.02129791 0.31411830 -0.37754746 0.612680926 -0.229849333
#> [27,] 0.22570709 -0.73708412 -0.70291020 0.267601816 0.930017433
#> [28,] -0.60602684 -0.70704976 0.30188651 0.238845223 0.323723442
#> [29,] 0.46535924 -0.73708412 -1.21966279 -0.940175070 -1.178831232
#> [30,] -0.93731069 -1.03742767 -0.40625593 0.109440557 -0.018964466
#> [31,] -0.90911632 -0.71455835 -1.05698142 -0.106233887 -0.519816024
#> [32,] -1.11352550 -1.12002214 -0.79860512 -1.040823143 -0.453914503
#> [33,] -0.77519306 -0.66199823 -0.67420172 -0.551961071 -0.071685683
#> [34,] 0.14817257 -0.99237613 -0.56893731 -0.940175070 -0.757061499
#> [35,] -0.58488106 -0.87223872 -0.82731360 -0.997688255 -1.020667582
#> [36,] -0.78224165 -1.09749638 -0.79860512 -0.882661885 -0.229849333
#> [37,] -0.91616491 -0.84971295 -0.97085599 0.267601816 -0.177128116
#> [38,] -1.09942832 -1.08998779 -0.90386954 -0.523204478 -1.099749407
#> [39,] -0.61307543 -0.54186081 -0.54979832 -0.997688255 -1.323814577
#> [40,] -0.76814447 -1.04493626 -0.94214751 -0.379421516 -0.150767508
#> [41,] -0.76109587 -0.87974730 -0.60721527 -0.810770403 -1.205191840
#> [42,] -0.34522891 -1.01490190 -0.83688309 -1.256497587 -1.231552448
#> [43,] 0.21160991 0.65951338 -0.88473056 -0.897040181 -0.493455416
#> [44,] -0.11262535 -0.57189517 -0.89430005 0.929003444 0.758673479
#> [45,] -0.10557676 -0.48179210 -0.93257802 1.101542999 0.560968916
#> [46,] -0.19720846 -0.79715283 -0.42539492 0.713329000 0.613690133
#> [47,] -0.11262535 -0.29407739 -1.02827294 -0.623852552 0.086477967
#> [48,] -0.47210358 -0.61694670 0.04351021 -0.954553366 -0.809782716
#> [49,] -0.72585291 -1.05995343 -0.63592375 -1.227740995 -1.139290319
#> [50,] -0.65536698 -1.05244484 -0.70291020 -0.551961071 -0.005784162
#> [51,] -0.66946417 -0.30158598 -0.55936781 -1.256497587 0.046937054
#> [52,] 0.77549731 -0.07632832 -0.28185253 -0.192503664 -1.205191840
#> [53,] -0.71880432 -0.02376819 -1.01870345 -0.465691293 0.007396142
#> [54,] 0.26095005 -0.36916327 -0.68377121 -1.270875884 0.112838575
#> [55,] 1.42396783 -0.38418045 -1.02827294 -1.069579736 -0.111226595
#> [56,] 0.14817257 -0.51933505 -0.99956446 -0.106233887 -0.467094808
#> [57,] -0.36637469 0.44176430 -0.24357456 -0.566339367 1.206803820
#> [58,] 1.37462769 -0.15892279 -0.40625593 -1.112714625 -0.005784162
#> [59,] -0.95845647 0.68203914 -0.21486609 -0.034342405 -0.374832679
#> [60,] -0.16901409 0.58442749 -0.50195086 -1.055201440 -0.243029637
#> [61,] -0.36637469 -0.59442093 0.40715092 -0.537582774 -0.453914503
#> [62,] -0.85272758 -0.42172339 0.12963564 -0.480069589 -1.020667582
#> [63,] -1.43071217 -1.23265097 -0.76032715 1.820457812 1.193623516
#> [64,] 0.24685287 0.77965079 -0.52108984 0.267601816 0.626870437
#> [65,] -0.07033380 -0.06131114 2.16793753 1.432243813 0.534608308
#> [66,] -0.12672254 1.03494281 1.03873742 1.748566330 -0.269390245
#> [67,] 0.43716487 0.38169559 1.87128326 0.008792483 -0.335291766
#> [68,] -0.88797054 -0.20397432 -0.61678477 -0.408178108 1.562672032
#> [69,] -0.09147958 -0.75960989 1.77558834 1.130299591 0.310543137
#> [70,] -1.02894239 -0.99988472 0.26360854 -0.163747072 -0.388012983
#> [71,] 0.14817257 -0.23400868 -0.54979832 0.914625148 0.824574999
#> [72,] -0.59897824 -1.16507367 0.06264920 0.986516629 -0.453914503
#> [73,] -0.46505498 -1.02241049 -1.17181533 -1.515306920 1.496770511
#> [74,] 0.84598324 0.66702196 0.75165265 2.179915218 0.837755303
#> [75,] -0.14081972 -0.45175775 -0.17658812 -0.134990479 -0.691159978
#> [76,] -0.62717261 1.01241704 1.03873742 1.274082554 1.892179636
#> [77,] -0.42981202 -0.20397432 -0.14787964 -0.983309958 1.641753857
#> [78,] -0.16901409 -0.41421481 0.11049666 0.857111963 0.587329525
#> [79,] -0.20425706 0.36667842 1.27797473 0.598302630 1.892179636
#> [80,] 0.54994235 0.38920418 0.16791361 0.023170780 1.681294769
#> [81,] -0.23950002 -0.21899150 0.82820859 0.929003444 0.178740096
#> [82,] -1.07828254 -0.13639702 -0.91343903 0.166953742 -0.084865987
#> [83,] 0.16931835 -0.27155162 0.35930346 0.353871594 0.007396142
#> [84,] 0.89532339 0.24654100 0.51241534 1.345974035 -0.374832679
#> [85,] -0.08443098 -0.03878537 0.34973397 1.159056184 1.931720548
#> [86,] -0.82453321 0.38920418 0.16791361 0.152575446 -0.229849333
#> [87,] 0.86008043 1.14006305 -0.75075766 0.698950704 -0.374832679
#> [88,] -0.14081972 1.41788083 -0.16701862 -0.681365737 1.628573553
#> [89,] 0.48650502 0.05131769 -0.16701862 0.267601816 3.038866097
#> [90,] 1.90327213 0.62947902 1.32582220 1.360352332 0.363264354
#> [91,] 2.08653554 0.31411830 -0.59764578 -0.422556404 2.498473627
#> [92,] -0.01394506 2.37147160 0.94304250 0.929003444 3.144308530
#> [93,] -0.34522891 -0.18144856 3.05790032 1.475378702 -0.414373591
#> [94,] -0.02804224 0.32913547 0.38801194 1.245325961 1.272705340
#> [95,] 0.05654087 1.47794954 2.95263591 1.719809738 2.327129673
#> [96,] -0.22540284 0.59944467 1.17271032 0.468897964 1.483590207
#> [97,] 4.01080132 4.75920280 2.30191042 0.468897964 2.089884198
#> [98,] 1.07153820 2.19126547 2.83780200 2.352454773 0.508247700
#> [99,] 0.92351776 1.33528636 3.09617829 2.395589662 0.771853783
#> [100,] 1.91736932 6.30597207 5.48855140 2.970721512 2.577555452
#> [101,] 4.38437673 0.59193608 0.71337468 3.603366548 1.654934161
#> [102,] 0.58518531 -0.07632832 0.17748310 0.655815815 -0.783422107
#> [103,] 1.82573761 0.05131769 -0.98042548 -0.868283588 1.009099257
#> [104,] -0.59897824 -0.23400868 -0.37754746 -1.385902254 -0.849323628
#> [105,] -0.01394506 -0.69954118 -0.30099152 -0.695744033 -1.152470623
#> [106,] -0.83863039 -0.93981601 -0.78903563 -1.170227810 -1.231552448
#> [107,] -0.48620076 0.07384346 -0.17658812 -1.256497587 -0.875684236
#> [108,] 0.33848457 -0.26404303 -0.38711695 0.224466927 -0.585717545
#> [109,] 0.40897050 -0.63947247 0.27317803 0.138197150 -0.005784162
#> [110,] 1.55789109 0.80217656 0.61767976 -0.580717663 -0.572537241
#> [111,] 0.13407539 0.30660971 -0.11917116 -0.623852552 -1.350175186
#> [112,] 2.04424398 -1.02991908 -0.55936781 -1.213362699 -1.086569103
#> [113,] 0.87417761 0.12640358 0.78036113 -1.040823143 -1.244732753
#> [114,] 0.51469939 0.03630052 -0.52108984 -1.012066551 -1.165650928
#> [115,] -0.57078387 -0.89476448 -0.26271355 -0.508826182 -0.322111462
#> [116,] -0.61307543 -1.05244484 -0.49238137 -0.149368776 -1.257913057
#> [117,] -0.73290150 -0.88725589 -0.39668644 -0.897040181 -0.875684236
#> [118,] 0.11292961 -0.58691235 -0.11917116 -0.724500626 0.969558345
#> [119,] -0.60602684 -0.31660315 -0.12874065 0.051927372 -0.203488725
#> [120,] -0.55668669 -0.45175775 -0.38711695 0.583924334 -0.717520586
#> [121,] -1.02894239 -0.54936940 -0.01390674 -0.192503664 -0.941585757
#> [122,] -0.80338743 0.63698761 0.65595773 -0.738878922 -0.796602411
#> [123,] 0.33848457 1.44791519 0.43585940 -1.314010772 -0.150767508
#> [124,] -0.48620076 1.09501152 0.97175098 -0.465691293 0.402805266
#> [125,] 0.68386561 1.36532071 0.30188651 1.274082554 0.415985571
#> [126,] -0.41571484 1.23767470 0.05307970 -1.314010772 -0.612078153
#> [127,] 2.16407006 -0.82718718 -0.54979832 1.302839147 -0.124406900
#> [128,] -0.19015987 0.26155818 -0.37754746 -0.106233887 -0.269390245
#> [129,] -0.42276343 -0.19646573 -0.26271355 -0.695744033 -0.915225149
#> [130,] -1.12057410 0.15643793 -0.60721527 -0.796392107 -0.519816024
#> [131,] -0.71880432 -0.56438658 -0.50195086 -0.436934701 -1.152470623
#> [132,] 0.11292961 0.29910112 -0.10960167 -0.250016849 -0.546176632
#> [133,] -0.42981202 0.87726245 0.28274752 -0.782013811 -1.363355490
#> [134,] -0.06328521 0.01377475 -0.03304573 -1.198984402 -1.205191840
#> [135,] -0.23245143 0.16394652 -0.37754746 -0.566339367 -0.388012983
#> [136,] -1.03599098 0.28408394 0.05307970 -0.106233887 -0.177128116
#> [137,] 0.50765080 -0.13639702 -0.42539492 -0.940175070 -0.928405453
#> [138,] 0.61337968 0.29159253 -0.18615761 -0.178125368 1.127721995
#> [139,] -0.61307543 0.12640358 0.10092716 0.267601816 -0.875684236
#> V55 V56 V57 V58 V59
#> [1,] -0.29753046 1.332822137 1.69105150 0.002657654 0.09692359
#> [2,] 0.01610213 1.722540311 1.02180484 -0.494630341 -0.49424317
#> [3,] 1.24212044 2.583167946 3.96649015 1.139315929 0.17470869
#> [4,] -0.11220211 -0.193574045 -0.48400015 -0.565671483 -0.68092741
#> [5,] 0.40101485 0.196144129 0.10159068 -0.523046798 -0.55647125
#> [6,] -0.52562689 0.131191100 -0.61784948 -1.148208849 -0.47868615
#> [7,] -0.26901841 0.537147531 -0.88554814 0.116323482 -1.16319503
#> [8,] 0.07312624 -1.070439937 -0.33341965 -0.366756285 -0.38534403
#> [9,] -0.18348224 1.089248278 1.32296584 -0.437797427 1.63706857
#> [10,] 1.35616865 -0.502100933 0.58679451 1.593979240 0.98367373
#> [11,] 1.69831329 -0.144859273 1.22257884 -0.494630341 1.80819579
#> [12,] 0.40101485 -1.281537281 1.70778267 0.144739939 0.50140611
#> [13,] -0.81074742 -0.956772136 -0.91901048 1.110899473 0.39250697
#> [14,] 1.55575303 0.878150934 -0.83535464 1.082483016 0.34583591
#> [15,] 0.50080704 -0.502100933 -1.13651564 -0.920877194 -0.94539675
#> [16,] -0.06943403 -0.615768734 0.63698801 -0.906668966 0.11248061
#> [17,] 1.38468070 0.894389191 0.33582701 0.116323482 -0.49424317
#> [18,] -0.53988291 -0.193574045 0.01793485 0.301030451 -0.38534403
#> [19,] 1.35616865 0.261097158 2.51087866 1.395064041 -0.58758529
#> [20,] 0.10163829 0.179905872 -0.03225865 1.366647584 0.39250697
#> [21,] -0.39732265 0.715768361 2.31010466 0.045282340 -0.10531767
#> [22,] -0.78223537 -1.086678194 0.57006334 -0.366756285 -0.57202827
#> [23,] -0.68244318 -0.274765331 -0.63458065 -0.452005656 1.71485367
#> [24,] 0.30122267 -0.502100933 0.16851535 -0.480422113 -0.40090105
#> [25,] -0.09794608 0.114952843 -0.14937682 0.457320964 -0.36978701
#> [26,] 0.54357512 1.836208112 -0.90227931 1.636603925 2.66383189
#> [27,] -0.34029854 1.836208112 2.00894366 0.258405766 -0.21421681
#> [28,] -0.04092198 -0.550815705 -0.83535464 0.542570335 -0.43201509
#> [29,] -1.23842823 -0.193574045 0.28563351 -0.423589199 0.01913849
#> [30,] 0.01610213 0.894389191 -0.11591448 -0.878252509 -0.44757211
#> [31,] 0.42952691 -0.258527074 -0.04898982 -0.153632859 -0.83649761
#> [32,] 0.30122267 -0.567053962 -0.81862348 -0.281506915 -0.40090105
#> [33,] -0.59690702 0.277335415 -0.63458065 -0.409380971 -0.52535721
#> [34,] -0.25476238 -0.778151306 -0.56765598 -0.778794910 -1.17875205
#> [35,] -1.13863604 -0.632006991 -0.70150531 -1.034543022 -0.77426953
#> [36,] 0.58634320 0.602100560 -0.53419365 -0.935085423 -1.20986609
#> [37,] -0.69669921 -0.453386161 -0.81862348 -0.693545539 -0.97651079
#> [38,] -0.61116305 -0.599530477 -1.03612864 -0.608296169 0.03469551
#> [39,] -1.16714809 -0.648245248 -0.66804298 -0.878252509 -0.94539675
#> [40,] 0.04461418 -0.989248651 -0.70150531 -0.793003138 -0.83649761
#> [41,] -1.09586796 -0.908057364 -0.35015082 -0.480422113 -0.92983973
#> [42,] -0.75372332 -1.070439937 -0.75169881 -0.707753768 -0.50980019
#> [43,] 0.44378294 0.326050187 -0.41707548 -0.736170225 -0.16754575
#> [44,] -0.19773827 -0.567053962 0.55333218 1.352439356 3.27055567
#> [45,] -0.35455457 0.196144129 -0.09918332 -0.039967031 0.03469551
#> [46,] -0.16922622 -0.242288817 0.93814901 -0.238882229 -0.08976065
#> [47,] -1.15289207 -1.021725165 -0.35015082 -0.594087940 -0.26088787
#> [48,] -0.28327443 -1.037963423 -0.53419365 -0.849836052 -1.16319503
#> [49,] -0.58265099 -0.794389564 -0.88554814 -0.679337311 -1.20986609
#> [50,] -1.15289207 -1.021725165 -0.90227931 -0.352548057 -0.69648443
#> [51,] -0.56839497 -0.128621016 -0.04898982 -0.395172742 -0.44757211
#> [52,] -0.58265099 -0.209812302 -0.38361315 -0.650920854 -0.63425635
#> [53,] -0.14071416 -0.437147904 -1.27036497 -0.864044281 -0.89872569
#> [54,] 0.82869566 -0.469624419 -0.88554814 -0.778794910 0.31472187
#> [55,] 0.38675883 0.033761556 -0.29995732 -0.324131600 -0.83649761
#> [56,] -0.22625032 0.147429357 -0.80189231 -0.764586682 -1.10096695
#> [57,] 1.01402401 -0.355956618 -0.01552749 0.144739939 0.40806399
#> [58,] -0.89628358 -0.453386161 0.18524651 -0.380964514 -0.24533085
#> [59,] -0.65393113 -0.177335788 0.41948284 1.096691244 2.11933619
#> [60,] 0.17291843 -0.891819107 0.88795551 -0.224674001 0.37694995
#> [61,] -0.78223537 0.504671017 -0.76842998 -0.636712626 -0.04308959
#> [62,] 0.30122267 0.001285042 0.36928934 -0.963501880 -0.86761165
#> [63,] -0.61116305 0.845674419 1.42335284 -0.039967031 0.85921757
#> [64,] -0.42583470 0.553385789 1.92528783 0.798318447 3.86172243
#> [65,] 1.24212044 -1.167869481 0.45294518 0.613611477 1.46594135
#> [66,] 0.94274387 1.755016826 -0.78516115 4.165668587 0.65697631
#> [67,] 0.92848785 0.602100560 -0.68477415 0.244197538 2.24379235
#> [68,] 1.49872892 -0.177335788 -0.73496765 0.229989309 -0.55647125
#> [69,] 2.62495504 1.089248278 -0.45053781 0.528362107 0.62586227
#> [70,] 2.52516285 3.119030435 0.30236468 -0.423589199 0.99923075
#> [71,] -0.78223537 0.715768361 -0.21630148 -0.565671483 0.78143247
#> [72,] -0.46860278 0.748244876 0.16851535 0.002657654 0.45473505
#> [73,] 1.65554521 -0.063667987 0.63698801 0.428904507 0.43917803
#> [74,] -0.79649140 -0.274765331 0.70391267 -0.096799945 -0.08976065
#> [75,] -0.88202756 0.228620644 0.01793485 0.329446908 1.20147201
#> [76,] -0.15497019 1.073010021 1.54047100 0.883567818 0.78143247
#> [77,] 0.51506307 -0.014953215 2.32683583 3.370007794 1.09257287
#> [78,] -0.66818716 -0.193574045 -0.41707548 -0.721961996 -0.60314231
#> [79,] 0.05887021 -0.713198277 -0.48400015 0.869359589 0.29916485
#> [80,] 1.01402401 -0.485862676 -0.01552749 -0.409380971 0.11248061
#> [81,] -1.01033180 0.634577075 -0.41707548 -0.892460737 -0.86761165
#> [82,] 0.27271061 0.277335415 -0.45053781 -0.849836052 -0.07420363
#> [83,] -0.44009073 1.170439564 0.15178418 -0.679337311 -0.47868615
#> [84,] -0.71095524 0.114952843 0.98834251 0.144739939 0.33027889
#> [85,] 0.67187936 0.650815332 0.62025684 0.130531710 -1.11652397
#> [86,] 1.47021686 -0.696960020 -0.21630148 0.215781081 -0.01197555
#> [87,] 3.97927758 0.261097158 0.80429967 2.901136256 0.70364737
#> [88,] -0.86777153 0.033761556 0.75410617 0.414696279 0.22137975
#> [89,] -0.39732265 -0.291003589 -0.95247281 -0.068383488 0.96811671
#> [90,] 1.31340057 -0.485862676 -0.56765598 0.443112736 1.06145883
#> [91,] 1.38468070 2.063543714 0.78756851 1.665020382 1.96376599
#> [92,] 0.92848785 3.914705041 2.04240600 1.196148843 2.50826169
#> [93,] 0.44378294 1.332822137 0.40275168 1.721853295 1.46594135
#> [94,] 0.68613539 -0.583292219 -0.86881698 1.110899473 -0.38534403
#> [95,] 0.68613539 1.235392593 1.64085800 1.565562783 1.91709493
#> [96,] 1.34191262 1.625110768 0.51986984 0.144739939 -0.08976065
#> [97,] 0.48655102 1.316583880 0.26890235 2.006017864 0.22137975
#> [98,] 0.38675883 0.715768361 -0.98593514 0.357863365 -0.15198873
#> [99,] -0.08369006 -0.632006991 2.07586833 0.656236162 0.48584909
#> [100,] 2.26855437 0.033761556 1.64085800 1.849727351 2.22823533
#> [101,] 5.04847959 5.018906534 4.61900564 5.060786979 2.47714765
#> [102,] -0.89628358 -0.599530477 0.13505301 0.244197538 0.17470869
#> [103,] 0.14440637 0.585862303 -0.61784948 0.087907025 -0.21421681
#> [104,] -0.76797934 -0.908057364 -0.01552749 -0.523046798 -0.97651079
#> [105,] -0.96756372 -0.388433132 -0.68477415 0.244197538 -0.08976065
#> [106,] -1.13863604 -0.908057364 -0.98593514 -0.309923371 -0.89872569
#> [107,] -0.62541908 -0.875580850 -0.91901048 -0.636712626 -0.50980019
#> [108,] -0.76797934 -0.274765331 -0.31668848 -0.551463255 -1.27209417
#> [109,] -1.02458783 0.196144129 -0.11591448 -0.338339828 -1.03873887
#> [110,] -0.09794608 0.066238071 -0.08245215 -0.594087940 -0.44757211
#> [111,] -0.95330769 -0.583292219 -0.83535464 -0.878252509 -0.96095377
#> [112,] -0.14071416 -1.054201680 0.08485951 0.343655137 -0.01197555
#> [113,] -0.39732265 0.764483133 0.48640751 -0.480422113 0.01913849
#> [114,] -0.81074742 -0.437147904 -0.19957032 -0.693545539 -0.63425635
#> [115,] -0.81074742 -0.908057364 -1.10305331 -1.048751250 -0.80538357
#> [116,] -0.82500345 -0.437147904 -1.13651564 -1.062959479 -0.78982655
#> [117,] -1.09586796 -1.249060767 -0.61784948 -0.849836052 -0.88316867
#> [118,] 0.25845459 0.667053589 0.03466601 1.011441873 1.18591499
#> [119,] -0.93905166 -0.973010393 -0.88554814 -0.480422113 -0.16754575
#> [120,] -1.11012399 -0.518339190 -1.05285981 -0.594087940 -0.47868615
#> [121,] -0.49711483 -0.209812302 -0.63458065 -0.551463255 -0.57202827
#> [122,] -0.19773827 -0.778151306 -1.06959098 -0.395172742 -0.26088787
#> [123,] 0.57208718 -0.729436535 -0.61784948 -0.764586682 -0.82094059
#> [124,] 1.09956017 -1.184107738 0.50313868 -0.679337311 -0.63425635
#> [125,] -0.16922622 -0.648245248 -0.60111831 -0.807211367 -0.44757211
#> [126,] 0.08738226 -0.696960020 -0.36688198 -0.466213884 -0.78982655
#> [127,] -0.76797934 -0.875580850 -0.28322615 0.045282340 -0.21421681
#> [128,] -0.96756372 -0.664483506 -0.96920398 -0.210465772 -0.36978701
#> [129,] -0.29753046 -1.265299024 -0.41707548 -0.693545539 -1.28765119
#> [130,] -0.35455457 -0.014953215 -0.70150531 -0.849836052 -0.77426953
#> [131,] -0.19773827 -0.696960020 -0.13264565 -0.565671483 -0.96095377
#> [132,] -1.05309988 -0.940533879 -0.41707548 -0.949293651 -0.92983973
#> [133,] -0.93905166 -0.372194875 -0.91901048 -0.295715143 -1.03873887
#> [134,] -0.48285881 -1.119154709 -0.90227931 -0.949293651 -0.88316867
#> [135,] -0.78223537 -0.956772136 -0.85208581 -1.006126565 -0.75871251
#> [136,] -0.83925948 -0.956772136 -0.70150531 -0.565671483 -0.41645807
#> [137,] -0.71095524 0.212382386 -0.41707548 -0.466213884 -0.29200191
#> [138,] -0.85351550 0.261097158 -0.23303265 0.443112736 1.69929665
#> [139,] -0.76797934 -0.388433132 -0.65131181 -0.679337311 -0.35422999
#> V6 V60 V7 V8 V9
#> [1,] -0.13115366 -0.648956043 0.47847380 0.257123708 1.103210394
#> [2,] 2.40578286 -0.423678482 1.44396598 2.429007455 1.290216009
#> [3,] 1.92444801 0.214607940 1.87429069 2.764032076 3.144688359
#> [4,] -1.11288615 0.946760013 -0.21161056 -0.118334918 -0.956311972
#> [5,] -0.23282175 -0.254720312 -0.32271258 -0.884270516 -0.245198515
#> [6,] -1.24632551 -0.573863523 -1.31011220 -1.278213259 -1.181866990
#> [7,] -1.53544414 -0.423678482 -1.64498306 -0.923549265 -0.526527137
#> [8,] -0.83012177 -0.648956043 -1.10355633 -0.485706743 -0.619209745
#> [9,] 0.82675036 0.665163062 0.24844568 -0.452204281 -0.663500548
#> [10,] -1.13353748 -0.085762141 -1.09886188 -1.196189990 -0.583941142
#> [11,] 1.94668790 0.120742290 1.47526232 0.756194867 -0.250119715
#> [12,] 2.36765733 -0.066989011 2.68173634 3.155664304 2.640265318
#> [13,] -0.47269490 0.233381070 -0.72330577 -0.287002486 0.483139144
#> [14,] 0.01340565 1.265903224 1.76788313 1.162845441 -1.385276607
#> [15,] 1.05709212 -0.085762141 0.69754820 -0.299710316 -0.717633753
#> [16,] -1.37817631 -0.160854661 -1.43842720 -0.840370738 0.108307714
#> [17,] -0.44410075 0.158288550 0.32355690 0.083835112 0.020546307
#> [18,] -0.62043134 0.721482452 0.67407594 0.128890147 -0.647916747
#> [19,] -1.37976488 -0.536317263 -0.39469417 -0.418701819 0.214113522
#> [20,] 0.57734583 0.064422900 0.17333446 0.765436926 -0.158257308
#> [21,] -0.57595155 1.040625663 -0.33366630 -0.560798469 -1.134295386
#> [22,] -0.91590422 0.083196030 -1.87814082 -1.132650838 -0.798013359
#> [23,] -0.68556246 0.721482452 -1.26942695 -0.287002486 0.120610715
#> [24,] -0.96991540 -0.780367954 -1.19431573 -1.526593581 -1.098206583
#> [25,] 0.16431922 0.815348103 0.33920507 -0.855389083 -0.839843563
#> [26,] 0.40419237 2.129467208 0.58644618 0.885583686 -0.752082156
#> [27,] 1.18894293 -0.217174051 -0.08642519 -0.409459761 -0.968614973
#> [28,] 1.08250915 -0.874233604 -0.49014801 -0.029380105 -0.140212906
#> [29,] -0.53306033 -0.123308401 -0.61376857 -0.401372960 -0.632332946
#> [30,] -0.60136857 1.040625663 -0.51987954 0.087300883 -0.839843563
#> [31,] 1.29378814 1.340995745 0.29539019 0.079214082 -1.047354179
#> [32,] -0.61407708 -0.686502303 -0.37591636 -0.764123756 -0.974356374
#> [33,] -0.72527656 0.383566111 -0.52926844 -0.313573404 -0.648736947
#> [34,] -1.36705637 -0.911779864 -0.53552771 -0.626648135 -0.351824523
#> [35,] -1.07634918 -0.630182913 -0.58873149 -0.535382808 -0.668421749
#> [36,] -0.06761111 -0.817914214 -0.14745306 -0.579282586 -0.495359535
#> [37,] -0.25823877 -0.742821694 -0.53865734 -0.835749709 -0.114786704
#> [38,] -0.59183719 -0.160854661 -0.56369442 -0.880804744 -0.419901129
#> [39,] -0.46157495 -0.949326124 -0.47293502 -0.505346118 -0.043429298
#> [40,] -0.22170180 -0.686502303 -0.31645331 -0.572351042 -0.137752306
#> [41,] -0.47269490 -0.686502303 -1.14893603 -0.545780124 -0.438765730
#> [42,] -0.71574517 -0.667729173 -1.25377878 -0.493793544 -0.761104356
#> [43,] -0.41709516 -0.066989011 -0.83284297 -0.739863352 -1.350828204
#> [44,] -1.13989173 -0.066989011 -1.36331598 -0.974380586 -1.235179995
#> [45,] -1.00168667 0.533751151 -1.39617714 -0.691342545 -0.754542756
#> [46,] 0.43437508 0.026876639 -0.11302708 -0.826507650 -1.319660601
#> [47,] -1.30192525 -1.024418645 -0.53396289 -0.468377884 -0.757823556
#> [48,] -0.45045500 -0.930552994 -0.51205545 -0.543469609 -0.502741335
#> [49,] -1.24632551 -0.592636653 -1.10512115 -0.928170294 -0.582300742
#> [50,] -1.48143297 -0.348585962 -0.89856529 -0.490327773 -0.802114360
#> [51,] -0.32654702 -0.517544133 -0.35870337 -0.825352393 -0.674983349
#> [52,] -0.33131271 -0.686502303 0.78987241 -0.031690620 -0.574918941
#> [53,] -0.28842149 -0.742821694 -0.34149038 -1.021746136 -1.059657180
#> [54,] 0.60911711 1.810323996 1.53003092 -0.219997562 -0.831641562
#> [55,] -0.07873105 0.214607940 -0.28046251 -0.356317924 0.441308941
#> [56,] 0.15161071 0.045649770 0.25783458 -0.426788620 -0.506022136
#> [57,] 0.37718678 0.026876639 1.37511402 1.027680336 1.007246986
#> [58,] -0.92225848 -0.799141084 0.29851983 0.685724171 0.089443112
#> [59,] -0.15180499 1.998055297 0.92288187 0.423480761 -0.265703516
#> [60,] -0.37261537 0.439885501 -0.87039858 0.720381891 0.912103779
#> [61,] 4.37560208 -0.254720312 3.90542335 2.546843701 1.365674415
#> [62,] 0.24692454 -0.986872384 1.11691920 0.326439147 -0.324757921
#> [63,] -0.02789701 0.834121233 -1.70288130 -0.813799820 -0.385452726
#> [64,] 1.33350224 6.991707896 1.53941982 -0.705205633 -0.424822329
#> [65,] 1.14764027 3.086896841 0.96982638 -1.528904096 0.135374316
#> [66,] 0.17702773 1.678912086 1.11848401 0.264055252 1.043335789
#> [67,] -0.80629332 1.078171924 -0.62785192 -0.816110335 -0.321477121
#> [68,] -0.94767550 -0.893006734 -0.27733288 0.011053901 -0.956311972
#> [69,] -0.78087629 -0.217174051 -0.88917638 -0.825352393 -0.249299515
#> [70,] -0.22964462 0.477431761 -0.73895394 -0.330902263 -0.825900162
#> [71,] -0.49652336 0.477431761 -1.34453817 -0.482240971 -0.997321975
#> [72,] 0.72349371 -0.329812832 0.48473307 -1.140737639 -0.946469571
#> [73,] -0.46951777 0.627616802 -0.59499076 -1.076043230 -0.549492739
#> [74,] -0.45363213 -0.010669621 0.28756611 -0.233860649 -1.075240982
#> [75,] -1.03345795 1.247130094 -0.79841699 -0.635890194 -1.041612779
#> [76,] 1.87202540 -0.198400921 -0.96428761 1.049630224 -0.667601549
#> [77,] 0.67424823 -0.254720312 0.39710331 -0.701739861 -0.486337334
#> [78,] 0.96018973 0.233381070 -0.12398080 -0.323970720 -0.323117521
#> [79,] 1.57814108 -0.780367954 0.40023294 -0.519209205 -0.339521522
#> [80,] 1.15399452 0.008103509 1.05745614 0.362252124 0.086982512
#> [81,] 0.70601951 -0.817914214 0.12951958 0.318352346 0.082061312
#> [82,] -0.52988320 -0.667729173 -0.46198130 -0.282381456 -0.439585930
#> [83,] -0.23441032 -0.686502303 0.21089007 -0.347075866 -0.173841109
#> [84,] 0.29775859 0.496204891 0.14047330 0.237484334 0.207551922
#> [85,] 0.92524132 -0.573863523 0.56923319 0.852081224 1.255767606
#> [86,] 1.16352590 1.078171924 1.06840986 0.597924615 0.981000584
#> [87,] 0.97130967 -0.817914214 2.78970872 2.404747052 1.271351408
#> [88,] 0.56146019 1.115718184 1.31252134 1.566030243 1.071222591
#> [89,] 0.57099158 -0.292266572 0.84464101 0.904067803 -0.109865504
#> [90,] 2.45026265 0.627616802 1.29530835 0.334525948 0.030388707
#> [91,] 0.21991896 -0.479997873 -0.45259240 3.286208381 3.264437568
#> [92,] 0.25169023 1.641365826 1.97443899 3.682461639 3.955866224
#> [93,] 1.05232643 2.260879118 1.11848401 3.331263416 4.153534440
#> [94,] -1.25744546 -0.855460474 -1.03939883 0.783921043 1.741326045
#> [95,] 2.70284431 -0.179627791 2.06832802 0.385357270 -1.064578381
#> [96,] -0.03266270 0.852894363 0.16394555 -0.848457539 -0.198447111
#> [97,] 0.08806815 0.346019851 0.86654845 1.188261102 0.752984966
#> [98,] 2.16432115 0.214607940 0.85090028 0.738866008 0.694750761
#> [99,] -0.69827097 -0.968099254 -1.72635356 -0.653219054 -0.002419295
#> [100,] 0.41213519 0.740255582 -0.38374045 0.472001568 -0.463371732
#> [101,] 0.29934715 0.590070542 0.88219662 -0.449893767 0.570900551
#> [102,] 0.15319927 0.026876639 0.08101025 0.353010065 0.054174509
#> [103,] -1.18278296 0.608843672 -0.49327765 -0.356317924 -0.173020909
#> [104,] -0.48063772 -1.043191775 0.35172361 0.059574708 0.106667314
#> [105,] 0.70919663 -1.137057425 0.68972411 0.155461065 -0.033586898
#> [106,] 0.31523279 -0.273493442 0.53793685 0.633737592 0.489700745
#> [107,] 0.78544770 -0.968099254 0.44561264 -0.199202930 -0.080338301
#> [108,] 0.33270699 -0.705275433 0.68972411 -0.006274959 0.949832982
#> [109,] -0.07873105 -0.573863523 0.58331655 0.855546996 1.063840791
#> [110,] -0.64108267 -0.855460474 -0.46041649 -0.469533141 0.632415556
#> [111,] -0.86189305 -0.648956043 -0.72017613 -0.596611445 -0.256681316
#> [112,] 0.59640860 -0.630182913 0.39710331 0.121958603 0.556136950
#> [113,] -1.08588056 -0.423678482 -0.97367651 -0.302020831 -0.432204130
#> [114,] -1.29557099 -0.630182913 -1.49319580 -1.442259798 -1.045713779
#> [115,] -0.39962096 -0.367359092 -0.35713855 -1.449191342 -0.488797934
#> [116,] -1.14306886 -0.761594824 -1.32889000 -1.077198487 -0.365767924
#> [117,] -0.51558612 -0.479997873 -0.67792607 -1.065645914 -1.144957987
#> [118,] -0.41391803 0.346019851 1.34068805 2.410523338 2.880583937
#> [119,] -0.28842149 -0.836687344 -0.99714877 -0.355162667 1.157343598
#> [120,] 0.65677402 0.139515420 1.28435463 0.261744738 0.629954956
#> [121,] -0.69827097 -0.235947182 -0.76086138 -0.924704522 -0.333780122
#> [122,] 1.20482857 -0.235947182 -0.19909202 0.373804697 0.853049374
#> [123,] -0.04695978 -0.630182913 -0.33992557 0.017985445 0.679166960
#> [124,] -0.21693611 -0.911779864 -0.43537941 0.879807400 0.641437757
#> [125,] 1.64327220 -0.179627791 1.61140141 1.323426207 1.501827626
#> [126,] -0.06602254 -0.160854661 0.08413988 0.544782779 0.724277963
#> [127,] 0.81086472 -0.461224742 0.32042727 0.027227503 1.053178190
#> [128,] -0.35514117 -0.911779864 0.39866813 -0.178408298 -0.159897708
#> [129,] -0.01836563 -0.217174051 -0.32740703 -0.195737158 -0.428923330
#> [130,] 0.12301656 -1.118284295 -0.82501888 -0.441806965 -0.074596901
#> [131,] -0.91749279 -0.986872384 -0.28202733 0.359941609 0.279729528
#> [132,] -0.44727788 -0.705275433 -0.89387083 -0.312418146 0.010703906
#> [133,] -0.37896963 -0.724048563 -0.55430551 -0.183029328 0.174743919
#> [134,] -1.29715956 -0.742821694 -0.43068496 -0.447583252 -0.282927718
#> [135,] -0.48063772 -0.123308401 -0.55117588 -0.271984141 -0.139392706
#> [136,] -0.83171034 -0.592636653 -0.19283275 -0.357473182 -0.045889899
#> [137,] 0.05470831 0.683936192 0.18115854 1.107393090 1.106491194
#> [138,] 0.89188148 1.697685216 1.24366938 0.364562638 0.462634142
#> [139,] -1.16054306 0.909213753 -0.90482455 0.024916989 0.064837110
#> attr(,"center")
#> [1] 0.027517986 0.205514388 0.235310072 0.256964029 0.281223741 0.301264029
#> [7] 0.315879137 0.373708633 0.418068345 0.460708633 0.530190647 0.039249640
#> [13] 0.585763309 0.628348201 0.639435971 0.653709353 0.671585612 0.664304317
#> [19] 0.683775540 0.683864029 0.683423022 0.640420863 0.046110072 0.565043165
#> [25] 0.481208633 0.416082734 0.398917266 0.397569065 0.396412230 0.388702878
#> [31] 0.367196403 0.341409353 0.330674101 0.056451799 0.318825899 0.295047482
#> [37] 0.281153957 0.247550360 0.216615108 0.197095683 0.156623022 0.122302158
#> [43] 0.093915108 0.053909353 0.079267626 0.020297842 0.016416547 0.013545324
#> [49] 0.011038849 0.011343885 0.009287050 0.008492086 0.007892806 0.008381295
#> [55] 0.008376978 0.106856115 0.006656835 0.123323022 0.137843165 0.176394964
#> attr(,"scale")
#> [1] 0.022940245 0.135191857 0.138267554 0.143684376 0.145490071 0.169018566
#> [7] 0.206994809 0.230240717 0.263012950 0.269563656 0.261532707 0.033715202
#> [13] 0.264831217 0.252143811 0.255506730 0.246925090 0.233749846 0.237400952
#> [19] 0.238981464 0.251286443 0.244536374 0.230570546 0.041108320 0.216491032
#> [25] 0.215750878 0.213035017 0.205553766 0.225302017 0.251749541 0.263343755
#> [31] 0.236845685 0.206480833 0.200516973 0.050346552 0.184357610 0.177003422
#> [37] 0.173262504 0.148351862 0.136768926 0.151968671 0.138454426 0.093820269
#> [43] 0.067225526 0.038141090 0.060511946 0.014187229 0.013318082 0.010449875
#> [49] 0.006954927 0.007587078 0.007014577 0.006158296 0.005976870 0.007038175
#> [55] 0.006427966 0.062949939 0.005326762 0.063905230 0.086560802 0.121921473
#> 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] 13
#>
#> $lambda.min
#> [1] 0.08253744
#>
#> $null.dev
#> [1] 1.377535
#>
#> $Bias
#> [1] 0.0402009
#>
#> $pe
#> [1] 0.4532374 0.4460432 0.4028777 0.3812950 0.3381295 0.3309353 0.3597122
#> [8] 0.3597122 0.3669065 0.3525180 0.3525180 0.3309353 0.3237410 0.3309353
#> [15] 0.3309353 0.3381295 0.3381295 0.3381295 0.3237410 0.3381295 0.3525180
#> [22] 0.3741007 0.3597122 0.3741007 0.3812950 0.3453237 0.3453237 0.3309353
#> [29] 0.3525180 0.3237410 0.3237410
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2463768