Cross-Validated MCP- or SCAD-penalized Classification Learner
Source:R/learner_ncvreg_classif_cv_ncvreg.R
mlr_learners_classif.cv_ncvreg.RdMCP- or SCAD-penalized binary classification model with k-fold cross validation
for choosing the regularization parameter lambda.
Calls ncvreg::cv.ncvreg() from package ncvreg with family set to
"binomial".
Covariates are internally standardized by ncvreg prior to model fitting.
Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “integer”, “numeric”
Required Packages: mlr3, mlr3extralearners, ncvreg
Parameters
| Id | Type | Default | Levels | Range |
| penalty | character | MCP | MCP, SCAD, lasso | - |
| gamma | numeric | - | \([0, \infty)\) | |
| alpha | numeric | 1 | \([0, 1]\) | |
| lambda.min | numeric | - | \([0, \infty)\) | |
| nlambda | integer | 100 | \([1, \infty)\) | |
| lambda | untyped | - | - | |
| eps | numeric | 1e-04 | \((-\infty, \infty)\) | |
| max.iter | integer | 10000 | \([1, \infty)\) | |
| convex | logical | TRUE | TRUE, FALSE | - |
| dfmax | integer | - | \([0, \infty)\) | |
| penalty.factor | untyped | - | - | |
| warn | logical | TRUE | TRUE, FALSE | - |
| returnX | logical | TRUE | TRUE, FALSE | - |
| cluster | untyped | - | - | |
| nfolds | integer | 10 | \((-\infty, \infty)\) | |
| fold | untyped | - | - | |
| returnY | logical | FALSE | TRUE, FALSE | - |
| trace | logical | FALSE | TRUE, FALSE | - |
| pred_lambda | numeric | - | \((-\infty, \infty)\) |
References
Breheny P, Huang J (2011). “Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection.” Annals of Applied Statistics, 5(1), 232–253. ISSN 1932-6157. doi:10.1214/10-AOAS388 .
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/chapters/chapter2/data_and_basic_modeling.html#sec-learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNCVreg
Methods
Inherited methods
LearnerClassifNCVreg$new()
Creates a new instance of this R6 class.
Usage
LearnerClassifNCVreg$new()LearnerClassifNCVreg$selected_features()
Returns the set of selected features which have non-zero coefficients.
Calls the internal coef.cv.ncvreg() function.
Returns
(character()) vector of feature names.
Examples
# Define the Learner
learner = lrn("classif.cv_ncvreg")
print(learner)
#>
#> ── <LearnerClassifNCVreg> (classif.cv_ncvreg): MCP- or SCAD-penalized Classifica
#> • Model: -
#> • Parameters: list()
#> • Packages: mlr3, mlr3extralearners, and ncvreg
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: selected_features and twoclass
#> • Other settings: use_weights = 'error', predict_raw = 'FALSE'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.374573 1.355090 1.326402 1.303200 1.285672 1.272606 1.262653 1.253432
#> [9] 1.243697 1.236381 1.226495 1.219643 1.216390 1.214930 1.210919 1.206110
#> [17] 1.204316 1.210673 1.218857 1.253748 1.294055 1.327556 1.379989 1.418013
#> [25] 1.450898 1.516600 1.600399 1.664013 1.762054 1.930104 1.948312 2.144960
#> [33] 2.542363
#>
#> $cvse
#> [1] 0.01560543 0.01894456 0.02353566 0.02877967 0.03423589 0.03968904
#> [7] 0.04508954 0.05039950 0.05565301 0.06077237 0.06504834 0.06917706
#> [13] 0.07330582 0.07742454 0.08081901 0.08364732 0.08673827 0.09134442
#> [19] 0.09756889 0.10989078 0.12232302 0.13320155 0.14761263 0.15866367
#> [25] 0.16952040 0.18844358 0.20531751 0.21947057 0.26301469 0.31005248
#> [31] 0.32379899 0.38916220 0.47518368
#>
#> $fold
#> [1] 6 4 4 1 6 5 1 3 7 3 2 5 9 5 1 10 2 2 7 8 3 10 3 2 7
#> [26] 10 8 3 6 1 3 1 2 4 4 10 7 8 9 7 1 9 6 4 9 4 4 8 5 3
#> [51] 9 5 1 8 7 8 6 2 6 9 10 10 5 2 3 5 10 1 4 3 2 2 9 1 4
#> [76] 3 2 7 9 6 2 2 5 9 6 7 5 5 7 10 1 3 4 7 7 8 8 8 7 1
#> [101] 6 9 6 4 10 8 5 3 6 5 8 10 10 7 2 4 8 5 9 6 9 1 4 4 7
#> [126] 3 3 1 10 2 5 9 6 8 6 10 1 9 8
#>
#> $lambda
#> [1] 0.21616126 0.20159271 0.18800604 0.17533506 0.16351806 0.15249749
#> [7] 0.14221967 0.13263454 0.12369542 0.11535876 0.10758397 0.10033317
#> [13] 0.09357105 0.08726467 0.08138333 0.07589836 0.07078307 0.06601252
#> [19] 0.06156350 0.05741433 0.05354479 0.04993605 0.04657053 0.04343183
#> [25] 0.04050467 0.03777479 0.03522890 0.03285459 0.03064030 0.02857525
#> [31] 0.02664937 0.02485329 0.02317826
#>
#> $fit
#> $beta
#> 0.2162 0.2016 0.1880 0.1753 0.1635 0.1525
#> (Intercept) 0.158605 -0.0004309587 -0.1484925 -0.286448 -0.415237 -0.5358585
#> V1 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V10 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V11 0.000000 0.6880038453 1.3320184 1.935909 2.503617 3.0391169
#> V12 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V13 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V14 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V15 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V16 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V17 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V18 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V19 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V2 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V20 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V21 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V22 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V23 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V24 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V25 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V26 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V27 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V28 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V29 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V3 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V30 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V31 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V32 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V33 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V34 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V35 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V36 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V37 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V38 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V39 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V4 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V40 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V41 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V42 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V43 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V44 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V45 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V46 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V47 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V48 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V49 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V5 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V50 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V51 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V52 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V53 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V54 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V55 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V56 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V57 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V58 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V59 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V6 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V60 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V7 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V8 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> V9 0.000000 0.0000000000 0.0000000 0.000000 0.000000 0.0000000
#> 0.1422 0.1326 0.1237 0.1154 0.1076 0.1003
#> (Intercept) -0.6492043 -0.7929329 -0.9290424 -1.057923 -1.180190 -1.296353
#> V1 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V10 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V11 3.5458911 3.9386397 4.3114275 4.666649 5.005891 5.330324
#> V12 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V13 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V14 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V15 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V16 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V17 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V18 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V19 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V2 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V20 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V21 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V22 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V23 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V24 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V25 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V26 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V27 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V28 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V29 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V3 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V30 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V31 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V32 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V33 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V34 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V35 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V36 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V37 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V38 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V39 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V4 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V40 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V41 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V42 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V43 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V44 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V45 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V46 0.0000000 0.3419618 0.6680343 0.977314 1.271026 1.550353
#> V47 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V48 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V49 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V5 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V50 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V51 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V52 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V53 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V54 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V55 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V56 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V57 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V58 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V59 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V6 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V60 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V7 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V8 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V9 0.0000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> 0.0936 0.0873 0.0814 0.0759 0.0708
#> (Intercept) -1.43929971 -1.6735568 -1.9003194 -2.1204939 -2.36572618
#> V1 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V10 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V11 5.60298737 5.7600424 5.9203044 6.0830380 6.25421502
#> V12 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V13 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V14 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V15 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V16 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V17 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V18 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V19 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V2 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V20 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V21 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V22 0.05415568 0.2659855 0.4690038 0.6642261 0.86090599
#> V23 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V24 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V25 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V26 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V27 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V28 0.00000000 0.0000000 0.0000000 0.0000000 0.03510726
#> V29 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V3 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V30 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V31 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V32 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V33 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V34 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V35 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V36 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V37 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V38 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V39 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V4 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V40 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V41 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V42 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V43 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V44 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V45 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V46 1.85403116 2.2552403 2.6410151 3.0138401 3.37106415
#> V47 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V48 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V49 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V5 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V50 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V51 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V52 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V53 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V54 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V55 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V56 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V57 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V58 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V59 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V6 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V60 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V7 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V8 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V9 0.00000000 0.0000000 0.0000000 0.0000000 0.00000000
#> 0.0660 0.0616 0.0574 0.0535 0.0499
#> (Intercept) -2.751093467 -3.1902995 -3.4867656 -4.0034368 -4.89430328
#> V1 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V10 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V11 6.449492482 6.5311989 6.9228243 7.3339511 8.28409584
#> V12 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V13 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V14 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V15 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V16 0.000000000 0.0000000 -0.4875534 -1.3235740 -2.30105470
#> V17 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V18 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V19 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V2 0.000000000 0.0000000 0.0000000 5.1681612 9.56661905
#> V20 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V21 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V22 1.089907131 1.3151919 1.7278155 2.4738852 3.38705409
#> V23 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V24 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V25 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V26 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V27 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V28 0.237159544 0.4874274 0.5094934 0.6556077 0.98700962
#> V29 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V3 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V30 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V31 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V32 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V33 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V34 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V35 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V36 -0.001026119 0.0000000 0.0000000 0.0000000 -0.03350012
#> V37 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V38 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V39 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V4 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V40 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V41 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V42 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V43 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V44 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V45 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V46 3.698663437 3.9796844 4.2552279 4.2309968 4.24692227
#> V47 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V48 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V49 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V5 0.024059305 0.7688622 1.7341760 1.1974808 0.00000000
#> V50 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V51 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V52 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V53 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V54 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V55 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V56 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V57 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V58 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V59 0.000000000 0.0000000 0.0000000 3.0370816 26.95864426
#> V6 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V60 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V7 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V8 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> V9 0.000000000 0.0000000 0.0000000 0.0000000 0.00000000
#> 0.0466 0.0434 0.0405 0.0378 0.0352
#> (Intercept) -5.1433537 -5.5225684 -5.9985323 -6.3005908 -6.7272084
#> V1 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 9.2405696 9.8748903 10.1950671 10.7000788 11.3531029
#> V12 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 -3.1428364 -3.4005871 -3.3499070 -3.3334073 -3.3431959
#> V17 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 10.2416998 10.6512825 12.0561815 12.5545005 13.3463062
#> V20 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 3.7887564 4.0190906 4.2490486 4.4057774 4.6454721
#> V23 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 1.0038509 1.2407022 1.6091711 2.0319412 2.4994148
#> V29 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.0000000 -0.0308425 -0.4368538 -0.8437606
#> V32 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 -0.3494413 -0.5962778 -0.7119007 -0.8092569 -0.8601067
#> V37 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 4.5249590 4.9556466 5.4944515 6.3301674 7.2443099
#> V47 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V5 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 -6.6830268 -17.5660153 -29.9480350
#> V58 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 46.6333503 64.8485471 82.3828825 100.3456835 119.7900251
#> V6 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 -0.8019708 -2.2359852 -3.6210232 -5.1575239
#> V8 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.0329 0.0306 0.0286 0.0266 0.0249
#> (Intercept) -6.9985434 -7.1316253 -7.93904035 -8.2620565 -35.752988
#> V1 0.0000000 0.0000000 24.19490217 30.7118429 191.117435
#> V10 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V11 11.8945521 12.3806734 13.66328127 13.1151851 30.181315
#> V12 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V13 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V14 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V15 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V16 -3.3290784 -3.3548787 -3.37044262 -3.4993460 -9.652121
#> V17 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V18 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V19 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V2 14.8240358 14.8800981 0.00000000 0.0000000 0.000000
#> V20 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V21 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V22 4.8313195 5.0133103 5.45983008 5.6368669 15.725723
#> V23 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V24 0.0000000 0.0000000 0.00000000 0.0000000 10.560935
#> V25 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V26 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V27 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V28 2.8877996 3.0434333 3.68584856 3.8296426 0.000000
#> V29 0.0000000 0.0000000 0.00000000 0.0000000 22.659804
#> V3 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V30 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V31 -1.3205189 -1.6484801 -2.49955140 -2.3541321 -21.539373
#> V32 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V33 0.0000000 0.0000000 0.00000000 0.0000000 13.818581
#> V34 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V35 0.0000000 0.0000000 -0.01559073 -0.5155052 -16.089404
#> V36 -0.6899877 -0.4796832 0.00000000 0.0000000 0.000000
#> V37 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V38 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V39 0.0000000 0.0000000 0.00000000 0.0000000 8.601659
#> V4 0.0000000 1.5440174 9.67032695 13.8881120 84.836808
#> V40 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V41 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V42 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V43 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V44 0.0000000 0.0000000 0.00000000 0.5607818 15.324177
#> V45 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V46 7.6852465 7.8074705 8.19242057 8.0292101 0.000000
#> V47 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V48 0.0000000 0.0000000 0.00000000 0.0000000 59.372135
#> V49 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V5 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V50 0.0000000 0.0000000 0.00000000 0.0000000 -176.928563
#> V51 4.3567262 14.5279171 42.04519636 53.3533051 249.950683
#> V52 0.0000000 0.0000000 0.00000000 0.0000000 7.930140
#> V53 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V54 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V55 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V56 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V57 -45.4662300 -61.1007418 -112.58744955 -116.9695449 -213.478764
#> V58 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V59 124.9916499 123.2280030 115.18908557 105.0269105 0.000000
#> V6 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V60 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V7 -6.5067186 -8.2184728 -12.18343804 -13.1134489 -35.981033
#> V8 0.0000000 0.0000000 0.00000000 0.0000000 -16.912210
#> V9 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> 0.0232 0.0216 0.0202 0.0188 0.0175
#> (Intercept) -37.476206 -38.800063 -39.615978 -40.537071 -41.876737
#> V1 198.500502 203.536348 206.014525 209.213856 212.589303
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 31.171406 31.757437 31.942986 32.249661 32.541934
#> V12 0.000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -9.953132 -10.109972 -10.126883 -10.179789 -10.205662
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.000000
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 16.553823 17.211720 17.635815 18.094605 18.592204
#> V23 0.000000 0.000000 0.000000 0.000000 0.000000
#> V24 10.851849 11.011185 11.056951 11.163816 11.364192
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 23.592035 24.238312 24.556714 24.946716 25.412214
#> V3 0.000000 0.000000 0.000000 0.000000 0.000000
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 -22.350165 -22.918263 -23.233143 -23.622795 -24.025480
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 14.580604 15.182969 15.574642 15.996205 16.819691
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 -16.808566 -17.377905 -17.753096 -18.186157 -19.002744
#> V36 0.000000 0.000000 0.000000 0.000000 0.000000
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 8.857520 9.018432 9.082947 9.186665 9.270716
#> V4 87.278970 89.147682 90.485073 92.204069 94.891017
#> V40 0.000000 0.000000 0.000000 0.000000 0.000000
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000
#> V44 16.085566 16.725168 17.194257 17.711742 18.424216
#> V45 0.000000 0.000000 0.000000 0.000000 0.000000
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 61.700477 63.837931 65.560133 67.378454 70.239684
#> V49 0.000000 0.000000 0.000000 0.000000 0.000000
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000
#> V50 -185.248926 -191.456855 -194.985351 -198.795721 -206.824957
#> V51 264.657204 269.744299 266.213168 264.572204 261.294707
#> V52 21.081665 40.194428 62.094359 81.939897 109.777026
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.000000 0.000000 0.000000 18.371872
#> V55 0.000000 0.000000 0.000000 0.000000 0.000000
#> V56 0.000000 0.000000 0.000000 0.000000 0.000000
#> V57 -217.005541 -216.257194 -213.306480 -212.290488 -214.807631
#> V58 0.000000 0.000000 0.000000 0.000000 0.000000
#> V59 0.000000 0.000000 0.000000 0.000000 0.000000
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000
#> V7 -37.469691 -38.819323 -39.922200 -41.124687 -42.882618
#> V8 -17.630324 -18.034029 -18.155237 -18.353059 -18.463207
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0164
#> (Intercept) -220.44606
#> V1 1024.06416
#> V10 0.00000
#> V11 174.54228
#> V12 0.00000
#> V13 0.00000
#> V14 0.00000
#> V15 0.00000
#> V16 -34.61984
#> V17 0.00000
#> V18 0.00000
#> V19 0.00000
#> V2 0.00000
#> V20 0.00000
#> V21 0.00000
#> V22 92.82754
#> V23 0.00000
#> V24 59.30428
#> V25 0.00000
#> V26 0.00000
#> V27 0.00000
#> V28 0.00000
#> V29 112.05184
#> V3 0.00000
#> V30 0.00000
#> V31 -116.12562
#> V32 0.00000
#> V33 106.89214
#> V34 0.00000
#> V35 -110.82494
#> V36 0.00000
#> V37 0.00000
#> V38 0.00000
#> V39 42.33813
#> V4 481.29563
#> V40 0.00000
#> V41 0.00000
#> V42 0.00000
#> V43 0.00000
#> V44 121.60399
#> V45 0.00000
#> V46 0.00000
#> V47 0.00000
#> V48 325.92515
#> V49 0.00000
#> V5 0.00000
#> V50 -1056.09696
#> V51 754.02770
#> V52 1419.07289
#> V53 0.00000
#> V54 743.26126
#> V55 0.00000
#> V56 0.00000
#> V57 -1538.12152
#> V58 0.00000
#> V59 0.00000
#> V6 -158.26636
#> V60 411.74082
#> V7 -131.44694
#> V8 -88.92568
#> V9 0.00000
#>
#> $iter
#> [1] 0 3 3 3 4 4 4 8 5 5 5 5 9 5 5
#> [16] 6 10 8 6 20 40 23 22 20 18 14 16 32 45 54
#> [31] 55 540 124 116 96 106 129 8432
#>
#> $lambda
#> [1] 0.21616126 0.20159271 0.18800604 0.17533506 0.16351806 0.15249749
#> [7] 0.14221967 0.13263454 0.12369542 0.11535876 0.10758397 0.10033317
#> [13] 0.09357105 0.08726467 0.08138333 0.07589836 0.07078307 0.06601252
#> [19] 0.06156350 0.05741433 0.05354479 0.04993605 0.04657053 0.04343183
#> [25] 0.04050467 0.03777479 0.03522890 0.03285459 0.03064030 0.02857525
#> [31] 0.02664937 0.02485329 0.02317826 0.02161613 0.02015927 0.01880060
#> [37] 0.01753351 0.01635181
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 22
#>
#> $loss
#> [1] 191.82350 93.40213 91.28511 89.51061 88.01449 86.75477 85.69106
#> [8] 84.03977 82.62823 81.42330 80.39677 79.52344 78.57296 77.18456
#> [15] 75.99996 74.98947 74.03987 72.79268 71.38295 69.22590 66.00971
#> [22] 62.92553 61.15212 59.62169 57.88285 56.03498 54.63245 53.51408
#> [29] 52.32953 49.34886 47.59786 24.15712 23.73660 23.26149 22.81969
#> [36] 22.50174 21.87384 14.39618
#>
#> $linear.predictors
#> 0.2162 0.2016 0.1880 0.1753 0.1635 0.1525
#> 1 0.158605 0.11026886 0.0658292336 0.025039696 -0.012404991 -0.046864568
#> 2 0.158605 0.33792933 0.5065941362 0.665631901 0.816042034 0.958779213
#> 3 0.158605 0.43528188 0.6950747459 0.939562989 1.170303907 1.388814254
#> 4 0.158605 0.19234772 0.2247390338 0.255993610 0.286276575 0.315702078
#> 5 0.158605 0.07910229 0.0054887981 -0.062656970 -0.125818863 -0.184536564
#> 6 0.158605 0.05467815 -0.0417978566 -0.131381730 -0.214697283 -0.292425213
#> 7 0.158605 0.07504306 -0.0023701107 -0.074078831 -0.140590206 -0.202467353
#> 8 0.158605 0.11240167 0.0699584908 0.031041014 -0.004643777 -0.037443306
#> 9 0.158605 0.11480969 0.0746205553 0.037816694 0.004118884 -0.026806397
#> 10 0.158605 0.40081288 0.6283406219 0.842573961 1.044872671 1.236554498
#> 11 0.158605 0.20741500 0.2539102377 0.298390012 0.341105797 0.382258738
#> 12 0.158605 0.19695734 0.2336635573 0.268964199 0.303050812 0.336064161
#> 13 0.158605 0.09974240 0.0454493514 -0.004579707 -0.050710338 -0.093363057
#> 14 0.158605 0.05048133 -0.0499231691 -0.143190774 -0.229969350 -0.310963827
#> 15 0.158605 0.02805240 -0.0933469703 -0.206301399 -0.311587280 -0.410039037
#> 16 0.158605 0.05743016 -0.0364697828 -0.123638095 -0.204682813 -0.280268746
#> 17 0.158605 0.05784297 -0.0356705717 -0.122476550 -0.203180643 -0.278445276
#> 18 0.158605 0.11515369 0.0752865645 0.038784649 0.005370693 -0.025286838
#> 19 0.158605 0.13262898 0.1091198330 0.087956731 0.068962577 0.051906731
#> 20 0.158605 0.07586867 -0.0007716885 -0.071755741 -0.137585865 -0.198820413
#> 21 0.158605 0.12113932 0.0868751250 0.055627055 0.027152165 0.001153479
#> 22 0.158605 0.15966754 0.1614681578 0.164037945 0.167354744 0.171344025
#> 23 0.158605 0.07882708 0.0049559908 -0.063431333 -0.126820310 -0.185752210
#> 24 0.158605 0.10820485 0.0618331783 0.019231970 -0.019915843 -0.055981919
#> 25 0.158605 0.11006246 0.0654296281 0.024458924 -0.013156076 -0.047776303
#> 26 0.158605 0.14625146 0.1354937981 0.126287724 0.118534203 0.112081246
#> 27 0.158605 0.06087018 -0.0298096906 -0.113958552 -0.192164726 -0.265073161
#> 28 0.158605 0.16874919 0.1790508012 0.189591940 0.200402495 0.211460368
#> 29 0.158605 0.10717284 0.0598351506 0.016328107 -0.023671270 -0.060540594
#> 30 0.158605 0.09994880 0.0458489569 -0.003998935 -0.049959253 -0.092451322
#> 31 0.158605 0.05116933 -0.0485911506 -0.141254865 -0.227465733 -0.307924710
#> 32 0.158605 0.09004155 0.0266678914 -0.031876021 -0.086011345 -0.136214605
#> 33 0.158605 0.03589564 -0.0781619601 -0.184232039 -0.283046041 -0.375393105
#> 34 0.158605 0.11941931 0.0835450789 0.050787283 0.020893122 -0.006444313
#> 35 0.158605 0.10717284 0.0598351506 0.016328107 -0.023671270 -0.060540594
#> 36 0.158605 0.06066378 -0.0302092961 -0.114539324 -0.192915811 -0.265984896
#> 37 0.158605 0.10799845 0.0614335727 0.018651198 -0.020666929 -0.056893654
#> 38 0.158605 0.06685582 -0.0182211301 -0.097116145 -0.170383254 -0.238632844
#> 39 0.158605 0.03575804 -0.0784283637 -0.184619221 -0.283546764 -0.376000928
#> 40 0.158605 0.02206677 -0.1049355308 -0.223143805 -0.333368752 -0.436479354
#> 41 0.158605 0.06190219 -0.0278116629 -0.111054688 -0.188409300 -0.260514486
#> 42 0.158605 0.10428323 0.0542406731 0.008197290 -0.034186463 -0.073304885
#> 43 0.158605 0.08233590 0.0117492848 -0.053558199 -0.114051861 -0.170252714
#> 44 0.158605 0.06403500 -0.0236824058 -0.105053371 -0.180648086 -0.251093224
#> 45 0.158605 0.06403500 -0.0236824058 -0.105053371 -0.180648086 -0.251093224
#> 46 0.158605 0.06644302 -0.0190203412 -0.098277691 -0.171885424 -0.240456315
#> 47 0.158605 0.05756777 -0.0362033791 -0.123250914 -0.204182090 -0.279660923
#> 48 0.158605 0.06410380 -0.0235492039 -0.104859780 -0.180397724 -0.250789312
#> 49 0.158605 0.02413078 -0.1009394754 -0.217336079 -0.325857900 -0.427362004
#> 50 0.158605 0.03912926 -0.0719014734 -0.175133268 -0.271279038 -0.361109255
#> 51 0.158605 0.07566227 -0.0011712941 -0.072336514 -0.138336950 -0.199732148
#> 52 0.158605 0.18594928 0.2123512623 0.237989659 0.262992932 0.287438291
#> 53 0.158605 0.22261989 0.2833478453 0.341173595 0.396435744 0.449423221
#> 54 0.158605 0.16283235 0.1675954426 0.172943125 0.178871385 0.185323963
#> 55 0.158605 0.28020581 0.3948377889 0.503209157 0.605988527 0.703797306
#> 56 0.158605 0.21525825 0.2690952479 0.320459371 0.369647037 0.416904670
#> 57 0.158605 0.14673306 0.1364262110 0.127642860 0.120286736 0.114208627
#> 58 0.158605 0.18581168 0.2120848586 0.237602477 0.262492208 0.286830467
#> 59 0.158605 0.16235075 0.1666630297 0.171587989 0.177118852 0.183196581
#> 60 0.158605 0.20418138 0.2476497510 0.289291241 0.329338795 0.367974888
#> 61 0.158605 0.07043344 -0.0112946342 -0.087049420 -0.157364443 -0.222829437
#> 62 0.158605 0.06795662 -0.0160899006 -0.094018691 -0.166377466 -0.233770257
#> 63 0.158605 0.06437900 -0.0230163965 -0.104085417 -0.179396277 -0.249573665
#> 64 0.158605 0.06176459 -0.0280780666 -0.111441870 -0.188910023 -0.261122309
#> 65 0.158605 0.06472301 -0.0223503873 -0.103117463 -0.178144468 -0.248054107
#> 66 0.158605 0.19957176 0.2387252274 0.276320652 0.312564558 0.347612805
#> 67 0.158605 0.37563194 0.5795887469 0.771719700 0.953240272 1.125322819
#> 68 0.158605 0.22028067 0.2788189826 0.334591505 0.387923444 0.439090224
#> 69 0.158605 0.17157000 0.1845120768 0.197529166 0.210667327 0.223920747
#> 70 0.158605 0.06128299 -0.0290104795 -0.112797006 -0.190662556 -0.263249691
#> 71 0.158605 0.08591352 0.0186757807 -0.043491473 -0.101033050 -0.154449306
#> 72 0.158605 0.10841125 0.0622327838 0.019812743 -0.019164758 -0.055070184
#> 73 0.158605 0.07696947 0.0013595410 -0.068658287 -0.133580077 -0.193957826
#> 74 0.158605 0.19214132 0.2243394283 0.255412837 0.285525489 0.314790343
#> 75 0.158605 0.13682581 0.1172451455 0.099765774 0.084234644 0.070445344
#> 76 0.158605 0.17060680 0.1826472510 0.194818894 0.207162262 0.219665984
#> 77 0.158605 0.15842913 0.1590705246 0.160553309 0.162848233 0.165873615
#> 78 0.158605 0.15285630 0.1482811752 0.144872448 0.142568931 0.141256768
#> 79 0.158605 0.17989485 0.2006295000 0.220953662 0.240961098 0.260694062
#> 80 0.158605 0.19840215 0.2364607961 0.273029607 0.308308408 0.342446306
#> 81 0.158605 0.12402894 0.0924696024 0.063757871 0.037667359 0.013917770
#> 82 0.158605 0.14845307 0.1397562571 0.132482632 0.126545779 0.121806420
#> 83 0.158605 0.15161789 0.1458835420 0.141387812 0.138062420 0.135786357
#> 84 0.158605 0.25034644 0.3370281885 0.419190718 0.497331528 0.571899632
#> 85 0.158605 0.22867432 0.2950696076 0.358209592 0.418467578 0.476167450
#> 86 0.158605 0.33442051 0.4998008422 0.655758766 0.803273584 0.943279717
#> 87 0.158605 0.27084896 0.3767223381 0.476880798 0.571939329 0.662465316
#> 88 0.158605 0.23920078 0.3154494897 0.387828996 0.456772925 0.522665938
#> 89 0.158605 0.29245228 0.4185477172 0.537668333 0.650552918 0.757893586
#> 90 0.158605 0.26211131 0.3598057039 0.452294757 0.540143387 0.623868531
#> 91 0.158605 0.23954478 0.3161154989 0.388796950 0.458024734 0.524185497
#> 92 0.158605 0.36448628 0.5580100481 0.740357979 0.912681668 1.076089126
#> 93 0.158605 0.32520126 0.4819517950 0.629817589 0.769725110 0.902555551
#> 94 0.158605 0.10593444 0.0574375174 0.012843471 -0.028177781 -0.066011005
#> 95 0.158605 0.16056194 0.1631997817 0.166554626 0.170609447 0.175294877
#> 96 0.158605 0.18161486 0.2039595461 0.225793434 0.247220142 0.268291854
#> 97 0.158605 0.17218921 0.1857108934 0.199271484 0.212920582 0.226655953
#> 98 0.158605 0.14597626 0.1349609908 0.125513360 0.117532756 0.110865599
#> 99 0.158605 0.12313453 0.0907379785 0.061241190 0.034412656 0.009966918
#> 100 0.158605 0.11983211 0.0843442899 0.051948828 0.022395292 -0.004620843
#> 101 0.158605 0.15402590 0.1505456065 0.148163493 0.146825081 0.146423267
#> 102 0.158605 0.08481272 0.0165445512 -0.046588927 -0.105038838 -0.159311893
#> 103 0.158605 0.08075350 0.0086856424 -0.058010789 -0.119810181 -0.177242683
#> 104 0.158605 0.22420230 0.2864114877 0.345626185 0.402194064 0.456413190
#> 105 0.158605 0.15010428 0.1429531014 0.137128813 0.132554461 0.129100300
#> 106 0.158605 0.20225497 0.2439200994 0.283870696 0.322328666 0.359465361
#> 107 0.158605 0.17198280 0.1853112879 0.198690711 0.212169497 0.225744218
#> 108 0.158605 0.15037948 0.1434859088 0.137903176 0.133555908 0.130315947
#> 109 0.158605 0.25351126 0.3431554733 0.428095898 0.508848169 0.585879570
#> 110 0.158605 0.17494122 0.1910389672 0.207015119 0.222935052 0.238812420
#> 111 0.158605 0.07524946 -0.0019705051 -0.073498059 -0.139839121 -0.201555618
#> 112 0.158605 0.14528826 0.1336289723 0.123577452 0.115029139 0.107826482
#> 113 0.158605 0.13895862 0.1213744026 0.105767091 0.091995858 0.079866606
#> 114 0.158605 0.16503397 0.1718579016 0.179138033 0.186882961 0.195049137
#> 115 0.158605 0.42984665 0.6845518002 0.924269310 1.150525329 1.364805231
#> 116 0.158605 0.22475270 0.2874771024 0.347174912 0.404196958 0.458844484
#> 117 0.158605 0.29066347 0.4150844692 0.532634970 0.644043513 0.749991882
#> 118 0.158605 0.20122297 0.2419220717 0.280966833 0.318573240 0.354906686
#> 119 0.158605 0.11886891 0.0824794641 0.049238556 0.018890228 -0.008875607
#> 120 0.158605 0.21133662 0.2615027428 0.309424692 0.355376417 0.399581704
#> 121 0.158605 0.35884465 0.5470874969 0.724483527 0.892152005 1.051168367
#> 122 0.158605 0.23431595 0.3059921588 0.374084044 0.438997241 0.501088208
#> 123 0.158605 0.36042706 0.5501511393 0.728936117 0.897910325 1.058158336
#> 124 0.158605 0.24064559 0.3182467285 0.391894404 0.462030522 0.529048084
#> 125 0.158605 0.20156697 0.2425880809 0.281934787 0.319825049 0.356426244
#> 126 0.158605 0.14597626 0.1349609908 0.125513360 0.117532756 0.110865599
#> 127 0.158605 0.17026280 0.1819812418 0.193850939 0.205910453 0.218146425
#> 128 0.158605 0.15079229 0.1442851199 0.139064722 0.135058079 0.132139417
#> 129 0.158605 0.17301481 0.1873093155 0.201594574 0.215924923 0.230302893
#> 130 0.158605 0.15244350 0.1474819641 0.143710903 0.141066761 0.139433298
#> 131 0.158605 0.18202766 0.2047587571 0.226954979 0.248722312 0.270115324
#> 132 0.158605 0.21773506 0.2738905143 0.327428643 0.378660060 0.427845491
#> 133 0.158605 0.23816877 0.3134514621 0.384925133 0.453017499 0.518107263
#> 134 0.158605 0.21890467 0.2761549457 0.330719688 0.382916209 0.433011990
#> 135 0.158605 0.27071136 0.3764559344 0.476493616 0.571438606 0.661857492
#> 136 0.158605 0.21340064 0.2654987981 0.315232418 0.362887269 0.408699055
#> 137 0.158605 0.21181823 0.2624351557 0.310779828 0.357128949 0.401709086
#> 138 0.158605 0.19895256 0.2375264108 0.274578334 0.310311302 0.344877600
#> 139 0.158605 0.18670609 0.2138164826 0.240119158 0.265746911 0.290781319
#> 0.1422 0.1326 0.1237 0.1154 0.1076
#> 1 -0.078670420 -0.11180984 -0.142744121 -0.171603181 -0.1985779480
#> 2 1.094664961 1.15103194 1.204878774 1.256974578 1.3075092035
#> 3 1.596408558 1.70742616 1.813142072 1.914666599 2.0124110730
#> 4 0.344354394 0.39137695 0.436675722 0.480318372 0.5224227915
#> 5 -0.239299289 -0.29416278 -0.345734182 -0.394241471 -0.4399616242
#> 6 -0.365178424 -0.45392087 -0.537736259 -0.616884899 -0.6917715612
#> 7 -0.260220046 -0.33819204 -0.411788091 -0.481195387 -0.5467747386
#> 8 -0.067678157 -0.12223793 -0.173602569 -0.221834756 -0.2672015775
#> 9 -0.055267538 -0.08625937 -0.115157145 -0.142073809 -0.1671913977
#> 10 1.418759412 1.52172702 1.619852721 1.714096182 1.8048307814
#> 11 0.422009410 0.45311450 0.483197923 0.512444562 0.5409192803
#> 12 0.368111865 0.37864541 0.389139159 0.399780198 0.4105569385
#> 13 -0.132922554 -0.03114856 0.066587985 0.159748187 0.2486215521
#> 14 -0.386808360 -0.44443431 -0.498568602 -0.549574685 -0.5977469928
#> 15 -0.502404412 -0.58087007 -0.654819945 -0.724674306 -0.7908081546
#> 16 -0.350994860 -0.39248021 -0.431241163 -0.467649157 -0.5019389788
#> 17 -0.348867325 -0.44489931 -0.535673406 -0.621414868 -0.7025537409
#> 18 -0.053494592 -0.06568733 -0.076660363 -0.086574604 -0.0955446608
#> 19 0.036571043 0.02648900 0.017485105 0.009480047 0.0023713935
#> 20 -0.255964977 -0.30928897 -0.359384351 -0.406499311 -0.4509061608
#> 21 -0.022645339 -0.07033642 -0.115173251 -0.157193093 -0.1966361156
#> 22 0.175924565 0.14143898 0.109098206 0.079022256 0.0510284477
#> 23 -0.240717645 -0.31936780 -0.393619925 -0.463640526 -0.5297918480
#> 24 -0.089308093 -0.16462699 -0.235775720 -0.302783073 -0.3659915886
#> 25 -0.079734187 -0.15310356 -0.222397977 -0.287642105 -0.3491710152
#> 26 0.106779687 0.11305730 0.119619031 0.126410269 0.1333907859
#> 27 -0.333265404 -0.28763851 -0.243343477 -0.200964734 -0.1604241537
#> 28 0.222730328 0.19069333 0.160664775 0.132803505 0.1069380101
#> 29 -0.094626930 -0.09082364 -0.086524059 -0.081971157 -0.0772243645
#> 30 -0.131858787 -0.17984884 -0.224918033 -0.267208535 -0.3069671896
#> 31 -0.383262469 -0.47951351 -0.570479892 -0.656419562 -0.7377651193
#> 32 -0.182919619 -0.27028269 -0.352870774 -0.430771433 -0.5043751479
#> 33 -0.461981253 -0.56168510 -0.655905854 -0.744968524 -0.8293221154
#> 34 -0.031510067 -0.07112103 -0.108248910 -0.142960894 -0.1754686665
#> 35 -0.094626930 -0.14348577 -0.189401346 -0.232477510 -0.2729623029
#> 36 -0.334329171 -0.42591260 -0.512451868 -0.594169903 -0.6714800737
#> 37 -0.090371860 -0.15602847 -0.217963367 -0.276231888 -0.3311420246
#> 38 -0.302416151 -0.38424114 -0.461490796 -0.534382951 -0.6032943853
#> 39 -0.462690431 -0.56387487 -0.659507080 -0.749908841 -0.8355344986
#> 40 -0.533253665 -0.64676770 -0.754122540 -0.855675692 -0.9519292757
#> 41 -0.327946567 -0.40870098 -0.484917482 -0.556841441 -0.6248471122
#> 42 -0.109519673 -0.11092233 -0.111579612 -0.111735146 -0.1114677745
#> 43 -0.222633600 -0.29620308 -0.365619336 -0.431044793 -0.4928225715
#> 44 -0.316954305 -0.38359924 -0.446367163 -0.505530094 -0.5614111846
#> 45 -0.316954305 -0.39088302 -0.460596294 -0.526346882 -0.5884840293
#> 46 -0.304543686 -0.40924220 -0.508301525 -0.601881126 -0.6904398132
#> 47 -0.350285681 -0.44141373 -0.527511069 -0.608817280 -0.6857449190
#> 48 -0.316599716 -0.41011777 -0.498510322 -0.581978039 -0.6609403081
#> 49 -0.522615991 -0.63505437 -0.741388668 -0.841968940 -0.9372929091
#> 50 -0.445315564 -0.54409679 -0.637445837 -0.725674024 -0.8092261947
#> 51 -0.257028744 -0.35013813 -0.438169762 -0.521267727 -0.5998468948
#> 52 0.311377607 0.28348276 0.257361092 0.233246307 0.2109862715
#> 53 0.500373605 0.55903473 0.615355965 0.669525227 0.7217100928
#> 54 0.192235664 0.23513029 0.276566360 0.316475229 0.3549522002
#> 55 0.797164694 0.87177176 0.943154747 1.011746668 1.0777874403
#> 56 0.462432569 0.51706226 0.569557708 0.620080744 0.6687825672
#> 57 0.109261811 0.11403615 0.119163252 0.124594891 0.1302855769
#> 58 0.310668428 0.36893780 0.424977065 0.478791563 0.5305377430
#> 59 0.189753540 0.16387829 0.139741084 0.117452585 0.0968616537
#> 60 0.405343722 0.44496434 0.483175654 0.520123928 0.5559036655
#> 61 -0.283977517 -0.35534795 -0.422637728 -0.486074455 -0.5459965208
#> 62 -0.296742725 -0.38070921 -0.460003590 -0.534832557 -0.6055802662
#> 63 -0.315181359 -0.42191302 -0.522905893 -0.618324356 -0.7086350515
#> 64 -0.328655745 -0.42409048 -0.514304834 -0.599506078 -0.6801210825
#> 65 -0.313408414 -0.33657341 -0.357883410 -0.377721884 -0.3962560708
#> 66 0.381586251 0.42883430 0.474330119 0.518176802 0.5604949601
#> 67 1.288979796 1.36433888 1.436201547 1.505474794 1.5724264651
#> 68 0.488317575 0.48949322 0.491005875 0.493183666 0.4959876627
#> 69 0.237268482 0.20222527 0.169323164 0.138743026 0.1103033197
#> 70 -0.331137869 -0.40143976 -0.467687882 -0.530158303 -0.5891880063
#> 71 -0.204194966 -0.23745663 -0.268446871 -0.297416786 -0.3245641743
#> 72 -0.088244326 -0.13796924 -0.184713734 -0.228573187 -0.2697984159
#> 73 -0.250291551 -0.30945022 -0.365111916 -0.417503907 -0.4669191179
#> 74 0.343290627 0.34091866 0.339118547 0.338087433 0.3377662389
#> 75 0.058200979 0.03081770 0.005306036 -0.018346682 -0.0403037417
#> 76 0.232304234 0.22051172 0.209782355 0.200230771 0.1917584517
#> 77 0.169541961 0.12911742 0.091116712 0.055669385 0.0225711518
#> 78 0.140820242 0.12210926 0.104827048 0.089017990 0.0745540930
#> 79 0.280173764 0.28038581 0.281080099 0.282385880 0.2842500873
#> 80 0.375558236 0.35583222 0.337468836 0.320742319 0.3055330858
#> 81 -0.007752597 -0.03885040 -0.067872155 -0.094884548 -0.1200675540
#> 82 0.118126539 0.08565142 0.055255583 0.026997809 0.0006996464
#> 83 0.134437638 0.10414532 0.075822987 0.049539438 0.0251248751
#> 84 0.643273018 0.69170442 0.738202277 0.783119838 0.8265953690
#> 85 0.531577447 0.57858005 0.623769410 0.667394456 0.7095826071
#> 86 1.076580916 1.14711968 1.214488518 1.279401621 1.3420986668
#> 87 0.748940574 0.79710722 0.843301615 0.887979975 0.9312850388
#> 88 0.585829581 0.62659900 0.665818621 0.703806338 0.7406700306
#> 89 0.860281556 0.92006238 0.977277566 1.032460380 1.0858008763
#> 90 0.703907757 0.85477027 0.998910496 1.136469711 1.2679561708
#> 91 0.587602527 0.68574434 0.779669675 0.869546560 0.9556884522
#> 92 1.231536359 1.40202719 1.564629011 1.719941877 1.8685714141
#> 93 1.029065975 1.21843985 1.399145048 1.571535774 1.7362749024
#> 94 -0.101009534 0.01353217 0.123427760 0.228135501 0.3279922655
#> 95 0.180534223 0.32335348 0.460076811 0.590360227 0.7146563283
#> 96 0.289038492 0.46172626 0.626877884 0.784175462 0.9341841413
#> 97 0.240459784 0.44463038 0.639825428 0.825596824 1.0026199855
#> 98 0.105361331 0.23838388 0.365802000 0.487224828 0.6030660199
#> 99 -0.012362255 0.03071383 0.072421687 0.112494182 0.1510167725
#> 100 -0.029382533 -0.09019885 -0.147547806 -0.201438491 -0.2521584351
#> 101 0.146848257 0.10165317 0.059114549 0.019352562 -0.0178553222
#> 102 -0.209868392 -0.26875586 -0.324178465 -0.376325076 -0.4254855700
#> 103 -0.230789150 -0.26706482 -0.300916184 -0.332612113 -0.3623625652
#> 104 0.508529154 0.60232398 0.692142485 0.778087648 0.8604533031
#> 105 0.126636678 0.20706246 0.284317448 0.358170362 0.4288475588
#> 106 0.395415227 0.44959800 0.501699629 0.551818292 0.6001001407
#> 107 0.239396016 0.29551610 0.349540349 0.401410802 0.4512725547
#> 108 0.128055034 0.23466121 0.336879432 0.434410616 0.5275749615
#> 109 0.659584117 0.75533728 0.846950213 0.934666912 1.0187959735
#> 110 0.254643348 0.23787038 0.222381199 0.208325212 0.1955872102
#> 111 -0.259156279 -0.24102176 -0.222977426 -0.205463359 -0.1884960926
#> 112 0.101815440 0.11739171 0.132822422 0.148023604 0.1629880744
#> 113 0.069193241 0.06364778 0.058953931 0.055051962 0.0518573638
#> 114 0.203582516 0.24065533 0.276534617 0.311178105 0.3446608234
#> 115 1.568396018 1.71170396 1.848223348 1.978952072 2.1044156775
#> 116 0.511365867 0.52347244 0.535396995 0.547461074 0.5596660836
#> 117 0.851062239 0.96176592 1.067542269 1.168781087 1.2658543432
#> 118 0.390096390 0.40573227 0.421080677 0.436336468 0.4515074649
#> 119 -0.034346780 -0.08634320 -0.135279664 -0.181193396 -0.2243405824
#> 120 0.442220990 0.43873546 0.435825762 0.433787743 0.4325634072
#> 121 1.202460052 1.33225133 1.456058743 1.574561747 1.6882187014
#> 122 0.560653754 0.67379787 0.782041432 0.885486746 0.9844996225
#> 123 1.210615601 1.33789058 1.459294682 1.575521899 1.6870219960
#> 124 0.593275953 0.78906073 0.976089299 1.154277173 1.3242878339
#> 125 0.391869336 0.43823878 0.482891857 0.525943930 0.5675129943
#> 126 0.105361331 0.10789125 0.110880100 0.114281813 0.1180426608
#> 127 0.230531288 0.24118027 0.251850514 0.262595632 0.2733973989
#> 128 0.130182569 0.13912072 0.148208060 0.157405612 0.1666838745
#> 129 0.244714853 0.27745254 0.309178283 0.339901065 0.3696824991
#> 130 0.138692708 0.15011228 0.161561640 0.173003482 0.1844176291
#> 131 0.291166027 0.32159395 0.351094835 0.379728716 0.4075513195
#> 132 0.475197778 0.51246766 0.548403762 0.583226142 0.6170244724
#> 133 0.580510745 0.65283545 0.722146707 0.788673879 0.8526375974
#> 134 0.481225793 0.53150817 0.579849229 0.626440479 0.6714185110
#> 135 0.748231396 0.77915300 0.808904006 0.837985484 0.8664783767
#> 136 0.452858663 0.46829919 0.483431026 0.498510285 0.5135473088
#> 137 0.444703114 0.42487316 0.406377293 0.389556938 0.3742956883
#> 138 0.378394949 0.38216814 0.386210706 0.390737525 0.3957133329
#> 139 0.315278087 0.32864550 0.341866961 0.355070909 0.3682532056
#> 0.1003 0.0936 0.0873 0.0814 0.0759
#> 1 -0.223825355 -0.25334797 -0.299308462 -0.34386587 -0.3871857863
#> 2 1.356572237 1.37583020 1.312790718 1.25493926 1.2014695508
#> 3 2.106627177 2.17818783 2.193164679 2.21145912 2.2324267679
#> 4 0.563086693 0.59719283 0.614999189 0.63284032 0.6507334267
#> 5 -0.483118103 -0.50780260 -0.484593776 -0.46331476 -0.4437386145
#> 6 -0.762730181 -0.82150315 -0.853484795 -0.88551943 -0.9176245353
#> 7 -0.608828463 -0.64840263 -0.630241819 -0.61393461 -0.5993035792
#> 8 -0.309934700 -0.36140711 -0.443968716 -0.52365762 -0.6008566232
#> 9 -0.190660673 -0.21605988 -0.250871522 -0.28468119 -0.3176115768
#> 10 1.892289921 1.97398374 2.047415323 2.12128764 2.1953301648
#> 11 0.568660505 0.60029193 0.644902427 0.68855605 0.7313256680
#> 12 0.421439514 0.40454910 0.306779423 0.21377385 0.1249213702
#> 13 0.333521043 0.40389517 0.438425835 0.47137952 0.5032304466
#> 14 -0.643310592 -0.69335780 -0.762750528 -0.83057647 -0.8969684157
#> 15 -0.853512454 -0.92918672 -1.050685289 -1.16879663 -1.2838679870
#> 16 -0.534281759 -0.56703279 -0.605961145 -0.64444690 -0.6824718441
#> 17 -0.779450072 -0.84778691 -0.900436858 -0.95226862 -1.0034205496
#> 18 -0.103656322 -0.10668567 -0.097244958 -0.08856991 -0.0805412995
#> 19 -0.003924197 -0.01885635 -0.060981440 -0.10150867 -0.1406167094
#> 20 -0.492822136 -0.51528350 -0.486892029 -0.46067931 -0.4363809954
#> 21 -0.233712641 -0.28880897 -0.401422215 -0.50978209 -0.6144312831
#> 22 0.024941456 -0.01229781 -0.085776894 -0.15611730 -0.2237718563
#> 23 -0.592379607 -0.66920480 -0.795224392 -0.91705694 -1.0352290148
#> 24 -0.425703620 -0.49576418 -0.603243611 -0.70694063 -0.8073785476
#> 25 -0.407280827 -0.47883211 -0.596643266 -0.71021269 -0.8201157554
#> 26 0.140530078 0.13799619 0.106615096 0.07660930 0.0478362294
#> 27 -0.121592308 -0.07465090 -0.002280234 0.06626449 0.1316672669
#> 28 0.082898915 0.06536687 0.063260586 0.06144261 0.0597781233
#> 29 -0.072311885 -0.05830344 -0.018946032 0.01836371 0.0539393921
#> 30 -0.344399461 -0.37424911 -0.387237126 -0.40037260 -0.4136554359
#> 31 -0.814875514 -0.89816250 -1.008727703 -1.11614692 -1.2208157883
#> 32 -0.574020911 -0.64191500 -0.713055910 -0.78218927 -0.8496276532
#> 33 -0.909333282 -0.98331724 -1.049417600 -1.11441848 -1.1784607033
#> 34 -0.205954105 -0.23689636 -0.273602943 -0.30920476 -0.3438620187
#> 35 -0.311066206 -0.34855203 -0.389473567 -0.42929666 -0.4681789280
#> 36 -0.744727814 -0.80966990 -0.859299125 -0.90818547 -0.9564542383
#> 37 -0.382962629 -0.42120325 -0.426443761 -0.43212174 -0.4382538955
#> 38 -0.668538476 -0.72839698 -0.780643596 -0.83192796 -0.8823911034
#> 39 -0.916755793 -1.02080145 -1.201081003 -1.37551865 -1.5448045454
#> 40 -1.043293903 -1.15816591 -1.352310846 -1.54024750 -1.7227103020
#> 41 -0.689242790 -0.78197514 -0.965227171 -1.14212332 -1.3134155149
#> 42 -0.110822916 -0.12482727 -0.183041169 -0.23929801 -0.2937514982
#> 43 -0.551241778 -0.63253238 -0.787736317 -0.93747826 -1.0824272219
#> 44 -0.614270487 -0.68024934 -0.791330348 -0.89898008 -1.0035879513
#> 45 -0.647293000 -0.72469003 -0.863678042 -0.99810065 -1.1284930131
#> 46 -0.774370021 -0.84383238 -0.881023977 -0.91796849 -0.9547710207
#> 47 -0.758636981 -0.81036551 -0.809330387 -0.80969555 -0.8113330966
#> 48 -0.735750214 -0.78722116 -0.779737815 -0.77385291 -0.7694318177
#> 49 -1.027768036 -1.09249610 -1.092995504 -1.09531289 -1.0992590096
#> 50 -0.888466710 -0.94782196 -0.958852738 -0.97103239 -0.9842462413
#> 51 -0.674262150 -0.72651897 -0.723150586 -0.72106856 -0.7201931434
#> 52 0.190421168 0.18035098 0.197753137 0.21485477 0.2315680686
#> 53 0.772040144 0.83194103 0.923606361 1.01264200 1.0993444654
#> 54 0.392088901 0.44131023 0.527993159 0.61147463 0.6921867326
#> 55 1.141445830 1.20715985 1.284379045 1.36032258 1.4350654042
#> 56 0.715780850 0.77419415 0.869378786 0.96168374 1.0514386155
#> 57 0.136199471 0.14984000 0.185178980 0.21911818 0.2518309166
#> 58 0.580354062 0.63787052 0.721431914 0.80225529 0.8807117878
#> 59 0.077822022 0.05917501 0.038589338 0.01900610 0.0002318241
#> 60 0.590583669 0.62461657 0.659060083 0.69296188 0.7263701043
#> 61 -0.602682112 -0.67619729 -0.805942237 -0.93141970 -1.0531361706
#> 62 -0.672567814 -0.75920983 -0.911303553 -1.05827625 -1.2007545277
#> 63 -0.794236876 -0.90394358 -1.093855866 -1.27720068 -1.4548121815
#> 64 -0.756508916 -0.85205453 -1.012539668 -1.16767150 -1.3181164733
#> 65 -0.413595718 -0.43592072 -0.476274402 -0.51597100 -0.5549916889
#> 66 0.601381078 0.61658904 0.559893388 0.50641955 0.4558055435
#> 67 1.637201400 1.66806013 1.606379356 1.55035455 1.4991002473
#> 68 0.499349123 0.48894666 0.437877184 0.38987619 0.3444689173
#> 69 0.083823483 0.06345050 0.057122579 0.05128156 0.0457587251
#> 70 -0.645048935 -0.68896179 -0.705295371 -0.72218551 -0.7395649078
#> 71 -0.350039621 -0.36125488 -0.335112184 -0.31085992 -0.2882427319
#> 72 -0.308603245 -0.33049396 -0.308433808 -0.28788331 -0.2687034269
#> 73 -0.513595283 -0.53943197 -0.510830918 -0.48442547 -0.4599632634
#> 74 0.338081768 0.35336597 0.411176365 0.46717372 0.5214866178
#> 75 -0.060709536 -0.06434374 -0.022514874 0.01740674 0.0556034920
#> 76 0.184265579 0.19362048 0.250097042 0.30452173 0.3570680125
#> 77 -0.008373525 -0.03175205 -0.037342426 -0.04265483 -0.0478225573
#> 78 0.061316527 0.06658878 0.123165981 0.17744763 0.2296513370
#> 79 0.286611871 0.30360689 0.362272056 0.41895039 0.4738167706
#> 80 0.291706132 0.28362958 0.289929988 0.29657185 0.3033889479
#> 81 -0.143574865 -0.15754027 -0.147465381 -0.13814486 -0.1295149670
#> 82 -0.023804153 -0.03206593 0.003273586 0.03709735 0.0695122466
#> 83 0.002420727 -0.01128758 -0.002300974 0.00631227 0.0145264730
#> 84 0.868715336 0.91542446 0.978779840 1.04098004 1.1020831364
#> 85 0.750421407 0.79773946 0.866952732 0.93450050 1.0005337537
#> 86 1.402719267 1.45718696 1.499301020 1.54223870 1.5857319384
#> 87 0.973296656 1.02205147 1.093838478 1.16436590 1.2336682571
#> 88 0.776472742 0.82158577 0.896420577 0.96946013 1.0408395256
#> 89 1.137413099 1.18602261 1.230335962 1.27483575 1.3193768940
#> 90 1.393807611 1.50877112 1.603374237 1.69604016 1.7871083550
#> 91 1.038356880 1.10572750 1.135643831 1.16584808 1.1963530767
#> 92 2.010994836 2.12682083 2.178751377 2.23182666 2.2858964627
#> 93 1.893915927 2.03705263 2.152714723 2.26646595 2.3786143498
#> 94 0.423353485 0.52391485 0.647098680 0.76513935 0.8789378319
#> 95 0.833403239 0.96851048 1.161295165 1.34680419 1.5261492298
#> 96 1.077439576 1.23353630 1.439529661 1.63806146 1.8302904606
#> 97 1.171542156 1.33408409 1.492949011 1.64631462 1.7951946294
#> 98 0.713733846 0.83487163 0.995677974 1.15032698 1.2998061728
#> 99 0.188092750 0.25152310 0.393713981 0.52991626 0.6609514787
#> 100 -0.299963026 -0.32842873 -0.306672391 -0.28631601 -0.2672756148
#> 101 -0.052719928 -0.07109622 -0.046108023 -0.02218446 0.0006935951
#> 102 -0.471898925 -0.49482072 -0.455510437 -0.41874564 -0.3842464761
#> 103 -0.390327124 -0.39355347 -0.329183849 -0.26836809 -0.2106565368
#> 104 0.939490198 1.00044666 1.015407622 1.03107759 1.0474381175
#> 105 0.496574109 0.54763889 0.555309244 0.56304905 0.5710126447
#> 106 0.646664916 0.66432257 0.601233262 0.54168953 0.4853018204
#> 107 0.499260469 0.52760904 0.502145196 0.47830379 0.4559726357
#> 108 0.616688081 0.68914139 0.720246734 0.75054609 0.7803482512
#> 109 1.099586776 1.18597140 1.295633647 1.40242631 1.5066972889
#> 110 0.184048933 0.18043764 0.197615828 0.21441084 0.2307861682
#> 111 -0.172045354 -0.14614866 -0.092978158 -0.04276238 0.0050009630
#> 112 0.177717783 0.20483670 0.268060864 0.32874752 0.3872258581
#> 113 0.049300739 0.05335884 0.075023110 0.09572479 0.1155788009
#> 114 0.377053637 0.41856515 0.488464036 0.55586483 0.6211027761
#> 115 2.224979123 2.33653928 2.433742844 2.53089654 2.6278199924
#> 116 0.571979873 0.56630034 0.508520646 0.45418262 0.4027834024
#> 117 1.359052835 1.45487473 1.566734967 1.67613719 1.7833491957
#> 118 0.466580276 0.48789422 0.527786430 0.56678657 0.6049387245
#> 119 -0.264945816 -0.31028659 -0.374817433 -0.43713818 -0.4975610545
#> 120 0.432070365 0.42656560 0.405453893 0.38603953 0.3680114166
#> 121 1.797367518 1.90512062 2.019146158 2.13151605 2.2423284683
#> 122 1.079394969 1.17281937 1.270180297 1.36501563 1.4577023194
#> 123 1.794123736 1.89885522 2.006836217 2.11342285 2.2186752992
#> 124 1.486720468 1.63852011 1.774058737 1.90586331 2.0346097607
#> 125 0.607691937 0.62921535 0.599226237 0.57136886 0.5454016451
#> 126 0.122119245 0.11428391 0.070789592 0.02915737 -0.0108186734
#> 127 0.284233768 0.28117617 0.237481184 0.19597938 0.1564019156
#> 128 0.176020289 0.17158289 0.126596430 0.08361574 0.0424233331
#> 129 0.398576229 0.43792739 0.509278593 0.57815165 0.6448569137
#> 130 0.195789655 0.21664390 0.264863091 0.31123999 0.3560028667
#> 131 0.434605788 0.47013421 0.531767318 0.59142675 0.6493445629
#> 132 0.649855652 0.68707638 0.739278119 0.79035431 0.8403923556
#> 133 0.914210412 0.97964555 1.061391387 1.14115784 1.2191681125
#> 134 0.714884937 0.76032055 0.814711423 0.86794755 0.9201445403
#> 135 0.894402884 0.90998171 0.891671588 0.87578471 0.8618958342
#> 136 0.528524645 0.54052484 0.544329342 0.54888909 0.5540370999
#> 137 0.360454449 0.33627136 0.279692946 0.22623301 0.1753821506
#> 138 0.401084307 0.40492292 0.403768489 0.40335849 0.4035278110
#> 139 0.381396641 0.39731440 0.421444497 0.44515476 0.4684549843
#> 0.0708 0.0660 0.0616 0.0574 0.0535 0.0499
#> 1 -0.427261391 -0.45499622 -0.453720681 -0.440643149 -0.420285898 -0.41166885
#> 2 1.137082661 1.00551931 0.861275046 0.590055773 0.050880916 -0.63503923
#> 3 2.264348321 2.33713640 2.392805004 2.402116558 2.470611257 2.75866334
#> 4 0.664416734 0.65938940 0.668764971 0.679767069 0.630671079 0.48630610
#> 5 -0.423116869 -0.39078883 -0.352118620 -0.178174012 0.202323747 0.58904255
#> 6 -0.942799035 -0.93444992 -0.938433977 -0.886368172 -0.669079212 -0.41560609
#> 7 -0.605482181 -0.70494632 -0.847901602 -0.774545505 -0.684656832 -0.68408812
#> 8 -0.684708051 -0.80794978 -0.940845000 -1.012308333 -1.012715026 -0.94065566
#> 9 -0.343335825 -0.33781286 -0.338503438 -0.502624513 -0.804956541 -1.10658409
#> 10 2.263719716 2.30662045 2.427951019 2.670512241 2.529169621 2.51507653
#> 11 0.763462505 0.75005756 0.785922928 1.037420032 1.251938895 1.30991376
#> 12 0.028172321 -0.12091685 -0.305709407 -0.515690712 -0.731131996 -0.97273590
#> 13 0.521636826 0.48112601 0.418512371 0.334373392 0.072284273 -0.26339820
#> 14 -0.956439140 -0.98746718 -1.027813413 -1.165840846 -1.341824637 -1.53638253
#> 15 -1.415499924 -1.63506850 -1.870762319 -2.003722664 -2.024781287 -2.22454979
#> 16 -0.717968554 -0.74288025 -0.791411127 -0.779216809 -0.778614339 -0.77611536
#> 17 -1.061237998 -1.15045881 -1.199802690 -1.254189086 -1.400460827 -1.78663235
#> 18 -0.076508360 -0.08849231 -0.109164839 -0.290182571 -0.628819574 -1.12549878
#> 19 -0.173843014 -0.18416602 -0.211899603 -0.395002698 -0.677448344 -0.97378812
#> 20 -0.417129872 -0.41563013 -0.441770410 -0.346358219 0.011503002 0.33625181
#> 21 -0.715172747 -0.81045675 -0.938912622 -1.166153742 -1.299872790 -1.52246151
#> 22 -0.289545912 -0.35515915 -0.423547601 -0.447564879 -0.527948940 -0.50989486
#> 23 -1.145533881 -1.23062504 -1.328240030 -1.496870807 -1.754874915 -2.05688757
#> 24 -0.904641562 -0.99727105 -1.079018102 -1.143431624 -1.225924699 -1.34492604
#> 25 -0.923439173 -1.00803895 -1.107017194 -1.260050976 -1.351231393 -1.18729360
#> 26 0.026416969 0.03490251 0.024047810 -0.168506072 -0.449924684 -0.76107413
#> 27 0.179303896 0.15594572 0.159524825 0.234595451 0.187620581 0.33435472
#> 28 0.056354969 0.04311161 0.008673656 0.042109294 0.350991121 0.65329495
#> 29 0.078322331 0.05483262 -0.019351146 0.053944146 0.211908442 0.39230837
#> 30 -0.433604044 -0.48493157 -0.564982247 -0.459324084 -0.333975081 -0.22032675
#> 31 -1.327624060 -1.45388086 -1.608486607 -1.804962399 -2.077727661 -2.45279990
#> 32 -0.910220722 -0.94313571 -0.963898956 -0.988082939 -1.048385461 -1.10944059
#> 33 -1.235198301 -1.26005488 -1.296308667 -1.375610844 -1.262423638 -1.19311604
#> 34 -0.368499606 -0.34819301 -0.321469337 -0.298867162 -0.293872995 -0.34947703
#> 35 -0.503526095 -0.52489849 -0.541164099 -0.476169737 -0.420071021 -0.47636199
#> 36 -0.998057921 -1.00974034 -1.021007883 -0.957698639 -0.758208310 -0.48569729
#> 37 -0.435804010 -0.39092799 -0.338090108 -0.232750231 -0.083872605 0.06459020
#> 38 -0.927314153 -0.94879992 -0.984495345 -0.978236213 -0.896008768 -0.81576763
#> 39 -1.716846744 -1.91893004 -2.132082977 -2.394009521 -2.702476627 -2.69144749
#> 40 -1.900956651 -2.07686794 -2.248276903 -2.550228143 -2.829164410 -3.23172338
#> 41 -1.485632600 -1.67956744 -1.846605300 -2.063246797 -2.377522782 -2.85861713
#> 42 -0.351149820 -0.42811924 -0.526048887 -0.579128241 -0.745230417 -0.94720677
#> 43 -1.228565163 -1.39567330 -1.575268792 -1.796238123 -2.133408846 -2.68550751
#> 44 -1.113460747 -1.25792223 -1.429388272 -1.584938619 -1.851475574 -2.32147788
#> 45 -1.261114554 -1.41646144 -1.570914566 -1.741268388 -2.103263414 -2.65233728
#> 46 -0.982538578 -0.96669879 -0.925579486 -1.065739191 -1.293217472 -1.56826207
#> 47 -0.811147305 -0.79640486 -0.757504622 -0.911940558 -1.220844742 -1.58969332
#> 48 -0.761635008 -0.73169262 -0.687464315 -0.848121502 -1.090075274 -1.44829925
#> 49 -1.106686282 -1.12319658 -1.117923521 -1.195432731 -1.270722836 -1.44694351
#> 50 -0.998939610 -1.01634727 -1.044622147 -1.221189095 -1.354998662 -1.61833057
#> 51 -0.726541474 -0.76192806 -0.792412770 -0.776434326 -0.821900597 -1.00228197
#> 52 0.257032014 0.32460590 0.378093248 0.292560888 0.306254600 0.45949385
#> 53 1.178468025 1.22937389 1.260175429 1.194035345 0.897378886 0.56055331
#> 54 0.768139487 0.83005854 0.838118014 0.711659513 0.573125910 0.35758293
#> 55 1.497269067 1.50383062 1.491781305 1.468325249 1.236811441 0.86512724
#> 56 1.134231919 1.19491353 1.305664204 1.366402445 1.146107325 0.80599579
#> 57 0.279966035 0.28940964 0.256709711 0.064591124 -0.172806181 -0.46408694
#> 58 0.957060968 1.03024338 1.065054244 0.994874087 0.921627473 0.78343410
#> 59 -0.027171009 -0.09736446 -0.151685465 -0.286916509 -0.608840755 -0.73829435
#> 60 0.756685674 0.77232869 0.736020765 0.593675795 0.393101051 0.28307391
#> 61 -1.173208231 -1.29706752 -1.429173802 -1.654723970 -1.995182598 -2.45916881
#> 62 -1.338208716 -1.46563218 -1.589218344 -1.804596174 -2.065246096 -2.48411475
#> 63 -1.630082074 -1.81238090 -1.984988122 -2.220064114 -2.434456676 -2.62885873
#> 64 -1.470716731 -1.64830556 -1.830731011 -1.999961844 -2.253130225 -2.55823685
#> 65 -0.602827620 -0.69099471 -0.701603297 -0.714819768 -0.962534278 -0.87845896
#> 66 0.400260713 0.31982054 0.459977594 0.627998632 1.176485693 1.51514443
#> 67 1.434472287 1.29016714 1.140973514 0.939501609 0.742248225 0.49712264
#> 68 0.283053142 0.13827426 0.011630424 -0.137886799 -0.093765837 0.04912483
#> 69 0.033144185 -0.01131736 0.016592145 0.049014558 -0.187198985 -0.37310506
#> 70 -0.767502628 -0.84250953 -0.908609130 -0.984514945 -1.052234196 -1.13482057
#> 71 -0.279775812 -0.33092263 -0.357177668 -0.364563790 -0.386131584 -0.49200685
#> 72 -0.258924494 -0.28791366 -0.301814243 -0.251925533 -0.128251330 -0.01087091
#> 73 -0.432994509 -0.38429460 -0.252431761 -0.151948998 -0.212087026 -0.14971207
#> 74 0.561845503 0.54259565 0.543512471 0.669973407 0.809786468 1.04084366
#> 75 0.085707885 0.08386710 0.079281700 0.126773180 0.316735891 0.39808696
#> 76 0.410492438 0.47552743 0.571388249 0.614985697 0.558448965 0.56991804
#> 77 -0.063097831 -0.12764796 -0.228997376 -0.352987113 -0.373753907 -0.09367156
#> 78 0.281595454 0.34094664 0.437961562 0.562275024 0.680275637 0.83795190
#> 79 0.531769855 0.61151847 0.715544742 0.856526553 0.909697321 1.01620795
#> 80 0.319255057 0.37908234 0.488378420 0.557629070 0.553076099 0.50948427
#> 81 -0.110209659 -0.03769619 0.031308037 -0.031198650 0.076362986 0.24496686
#> 82 0.110953504 0.20016777 0.293581333 0.322796077 0.305362261 0.34858641
#> 83 0.028007902 0.06855253 0.122057401 0.107423888 0.033734942 0.06746554
#> 84 1.165084778 1.24148324 1.338529923 1.483295585 1.586234769 1.81325017
#> 85 1.067770617 1.14634332 1.237158111 1.274695188 1.466424246 1.52957666
#> 86 1.627390306 1.65716982 1.660174424 1.530892011 1.505587993 1.51587216
#> 87 1.296900084 1.33517535 1.365322282 1.352459499 1.192210701 1.17173059
#> 88 1.101185348 1.11292104 1.056369717 0.950036881 0.948903610 1.00582455
#> 89 1.361761921 1.39525050 1.474051063 1.499776334 1.752468525 2.07998718
#> 90 1.859720544 1.84788848 1.748675400 1.763995205 2.089945042 2.34924947
#> 91 1.212670198 1.15968719 1.060074126 0.961087981 0.945784704 1.12342503
#> 92 2.336631139 2.36609498 2.351054786 2.263203810 2.306961139 2.36532849
#> 93 2.485245210 2.57078449 2.650166803 2.767617693 3.143659077 3.70779418
#> 94 0.992219732 1.11874738 1.235657945 1.190961843 1.369298697 1.51984477
#> 95 1.703002532 1.89194335 2.132433640 2.310856176 2.704464593 3.17948910
#> 96 2.020477261 2.22329334 2.423660902 2.672821662 3.124437942 3.60588252
#> 97 1.935730979 2.05252636 2.133632548 2.180277565 2.273049171 2.64976384
#> 98 1.442350278 1.57477583 1.812796739 2.061936248 2.109221773 2.38387354
#> 99 0.785578746 0.89801791 0.999170885 1.169435140 1.476219845 1.79098662
#> 100 -0.268910610 -0.36462671 -0.505522602 -0.453467054 -0.337285600 -0.38945606
#> 101 0.012073961 -0.02846123 -0.108470220 -0.122539629 -0.081660678 -0.19566034
#> 102 -0.352200621 -0.32241127 -0.267535523 -0.291507543 -0.310496597 -0.38196141
#> 103 -0.148564791 -0.05347083 0.069467946 0.060050784 -0.111102672 -0.37194846
#> 104 1.070318619 1.12200122 1.177479151 1.221859722 0.998895807 0.70572491
#> 105 0.581579536 0.60452441 0.626435789 0.626841617 0.415708213 0.16109530
#> 106 0.432795244 0.38815793 0.341099470 0.225342025 -0.121487760 -0.57183745
#> 107 0.441375755 0.45902561 0.485550850 0.506684508 0.505525112 0.47746438
#> 108 0.811608349 0.85168544 0.868061829 0.868016983 0.773656107 0.65738826
#> 109 1.602195159 1.66377976 1.691015184 1.983539426 2.288163368 2.73184884
#> 110 0.238171704 0.20356757 0.136826033 0.241112813 0.324163822 0.45066785
#> 111 0.059229994 0.15243959 0.227960026 0.326386654 0.531667147 0.73799565
#> 112 0.454040522 0.56728159 0.674755286 0.839158190 1.076284231 1.33860080
#> 113 0.145587810 0.22610046 0.299804284 0.421126003 0.597710835 0.80622442
#> 114 0.690860504 0.78836650 0.865771718 1.062928923 1.328044209 1.61432426
#> 115 2.733876240 2.88077580 2.978504262 3.375530633 3.937902617 5.03050134
#> 116 0.360917412 0.35638139 0.417161245 0.564638786 0.698933815 0.86430972
#> 117 1.892746019 2.01827350 2.099585570 2.303491095 2.499391851 2.91360301
#> 118 0.650118485 0.73043394 0.785773658 0.942557558 1.211508883 1.65851044
#> 119 -0.548226113 -0.55895615 -0.583871018 -0.624697735 -0.494983723 -0.35769341
#> 120 0.355122208 0.36144423 0.355236126 0.436814690 0.673093073 0.95795275
#> 121 2.364033803 2.54155529 2.708978981 3.061498697 3.482339840 4.17043072
#> 122 1.555780969 1.68749267 1.829315317 1.995161337 2.072156894 2.19262273
#> 123 2.336057412 2.51302982 2.644094754 2.877345501 3.414036203 4.13422205
#> 124 2.159576151 2.27717206 2.359883895 2.453027788 2.284323199 2.19697214
#> 125 0.527132686 0.53963608 0.554152795 0.540676631 0.450618169 0.50135746
#> 126 -0.041231487 -0.03027411 0.006084522 0.043432915 0.009049774 -0.12707929
#> 127 0.126954684 0.14047221 0.178572677 0.234238141 0.240919401 0.23204740
#> 128 0.009827982 0.01266304 0.012318756 -0.008472459 -0.137492750 -0.31897286
#> 129 0.721411799 0.85305352 1.006099381 1.226280654 1.361462137 1.52887831
#> 130 0.408892995 0.50623700 0.601051122 0.761027751 1.098809954 1.45446733
#> 131 0.716625562 0.83481563 0.960301207 1.172320859 1.495838839 1.88364694
#> 132 0.901115281 1.01441702 1.080261076 1.227107258 1.828484245 2.57676225
#> 133 1.305263397 1.43538347 1.555608289 1.772954973 2.108959813 2.49151548
#> 134 0.982872106 1.09873147 1.198547057 1.326666953 1.510497333 1.72486343
#> 135 0.861377233 0.91806104 1.000680311 1.160483821 1.394831324 1.75999448
#> 136 0.571168808 0.64250358 0.693757120 0.785489501 1.085720443 1.80118691
#> 137 0.137927909 0.15540499 0.184681474 0.277345070 0.379257709 0.60372345
#> 138 0.409696941 0.44126860 0.431018551 0.527636592 0.834142296 1.21248330
#> 139 0.494470955 0.53371181 0.531092404 0.641031340 0.947435937 1.35153037
#> 0.0466 0.0434 0.0405 0.0378 0.0352 0.0329
#> 1 -0.50896611 -0.63110848 -0.78847351 -0.83340444 -0.88261680 -0.79629805
#> 2 -1.03011201 -1.33316813 -1.69585250 -2.06253065 -2.46970158 -2.72849751
#> 3 2.95185829 3.08738402 2.95524622 2.60931545 2.27011646 1.79322347
#> 4 0.52602088 0.58253230 0.63399422 0.83432563 1.02987072 1.16968047
#> 5 0.83210080 0.93907961 1.01990112 1.14077567 1.27630516 1.38005073
#> 6 -0.25505386 -0.19876276 -0.18321928 -0.20829346 -0.24313727 -0.29610476
#> 7 -0.63543976 -0.76160682 -0.94350560 -1.08070209 -1.23154044 -1.26741847
#> 8 -0.83314585 -0.77395716 -0.74365490 -0.63125333 -0.53120534 -0.47827890
#> 9 -1.41338166 -1.51816918 -1.56034089 -1.72390723 -1.89677804 -2.10715122
#> 10 2.81683083 2.89912322 2.68821472 2.56195013 2.43421637 2.23817642
#> 11 1.41548124 1.19167414 0.79829624 0.31894258 -0.15923613 -0.49972674
#> 12 -1.16967901 -1.30339644 -1.35738694 -1.48893184 -1.61111439 -1.63070585
#> 13 -0.36705706 -0.48837204 -0.59010635 -0.52009756 -0.45831250 -0.33798590
#> 14 -1.74013404 -1.83872732 -1.85854346 -1.94632749 -2.04417549 -2.12822474
#> 15 -2.41766626 -2.71032446 -3.01741616 -3.48540363 -3.98767801 -4.33015840
#> 16 -0.75041234 -0.75510835 -0.74529591 -0.81301614 -0.87669807 -0.96895833
#> 17 -2.02075864 -2.28919425 -2.53596525 -2.70390327 -2.91689490 -2.98614173
#> 18 -1.47720330 -1.59359069 -1.60316096 -1.62941625 -1.67847003 -1.70308716
#> 19 -1.24940330 -1.32881178 -1.29587696 -1.23730517 -1.17800801 -1.11565373
#> 20 0.40266936 0.29757982 0.14745259 -0.14811473 -0.43580243 -0.61704280
#> 21 -1.76409806 -1.91837898 -2.12979114 -2.44539021 -2.80861070 -3.12833409
#> 22 -0.38678008 -0.35738720 -0.42320064 -0.38164014 -0.35686748 -0.26212702
#> 23 -2.24228263 -2.29881163 -2.34307605 -2.43118762 -2.55239494 -2.63610567
#> 24 -1.47508848 -1.62224023 -1.78894733 -1.96777744 -2.16267523 -2.16148681
#> 25 -1.07513122 -0.90223691 -0.69223940 -0.62057402 -0.54101007 -0.55755913
#> 26 -1.19176514 -1.40919167 -1.48829827 -1.59478932 -1.68545626 -1.57996163
#> 27 0.57283298 0.75159758 0.97073024 1.16476420 1.39136400 1.38419381
#> 28 0.62682673 0.53272921 0.40396704 0.24125235 0.09559191 0.05350772
#> 29 0.53523036 0.55437747 0.52056039 0.49106363 0.47178369 0.39842145
#> 30 -0.10328392 -0.16977723 -0.33218585 -0.47456299 -0.62089374 -0.74444500
#> 31 -2.73445251 -2.95939955 -3.15322845 -3.34792206 -3.58201771 -3.70612158
#> 32 -1.12189400 -1.15156097 -1.19278515 -1.20237411 -1.23074819 -1.26647243
#> 33 -1.25840093 -1.30259044 -1.29622235 -1.36023708 -1.43885134 -1.49515281
#> 34 -0.38071562 -0.40553015 -0.43818257 -0.50333731 -0.57438519 -0.63848777
#> 35 -0.57858472 -0.75887354 -0.95757560 -1.18307873 -1.40792010 -1.51518767
#> 36 -0.37899402 -0.36071025 -0.33237393 -0.32650574 -0.30750818 -0.29384053
#> 37 0.05470550 -0.00205955 -0.04897234 -0.12368112 -0.18005374 -0.17950385
#> 38 -0.85067800 -0.89277510 -0.89836897 -0.99445915 -1.08242871 -1.14586442
#> 39 -2.68215997 -2.59491213 -2.47183737 -2.41857032 -2.37388226 -2.49401331
#> 40 -3.67777440 -3.93914025 -4.05649614 -4.29588849 -4.56106162 -4.67884940
#> 41 -3.24143551 -3.57240048 -3.90082933 -4.31574837 -4.77720067 -5.09982734
#> 42 -0.94572781 -0.98094700 -1.07124385 -1.25227239 -1.45385944 -1.69575003
#> 43 -2.94821196 -3.18681553 -3.44635750 -3.63759264 -3.89532053 -4.03309344
#> 44 -2.49700722 -2.67361313 -2.86056937 -2.93489334 -3.06471221 -3.13238983
#> 45 -2.85941086 -3.08864568 -3.35777756 -3.51611107 -3.74154459 -3.87594167
#> 46 -1.87588211 -1.98148120 -1.97935777 -1.95751056 -1.95666346 -1.90794533
#> 47 -1.91531674 -2.02071663 -1.99677235 -1.99766830 -2.02147305 -2.02377782
#> 48 -1.81956548 -1.98068625 -2.01428473 -2.10866720 -2.22931274 -2.29380777
#> 49 -1.62943018 -1.72638076 -1.80273401 -1.99330644 -2.22461639 -2.51861861
#> 50 -1.90601539 -2.09411210 -2.21342590 -2.33846580 -2.50642945 -2.60749610
#> 51 -1.09486300 -1.22776502 -1.35028149 -1.52396753 -1.72041436 -1.82438608
#> 52 0.41675591 0.42722544 0.48497906 0.53991234 0.60931264 0.66974197
#> 53 0.38737367 0.33248206 0.29365303 0.22373503 0.15246579 0.02918881
#> 54 0.17486418 0.16764368 0.25856648 0.33100981 0.40632819 0.42386804
#> 55 0.72239536 0.62310236 0.53011258 0.41390545 0.30135543 0.22213075
#> 56 0.70139786 0.73481763 0.83586033 0.94420274 1.06601337 1.12290986
#> 57 -0.86643724 -1.06883361 -1.13462772 -1.18887553 -1.23410533 -1.18789111
#> 58 0.49720964 0.30761713 0.07999001 -0.18517686 -0.45445198 -0.68645439
#> 59 -0.80546311 -0.81312040 -0.81130869 -0.76017654 -0.71244688 -0.69669228
#> 60 0.10509736 0.11470800 0.20811672 0.30263724 0.42272343 0.55960184
#> 61 -2.65045355 -2.79662568 -2.96278165 -3.12367379 -3.34919084 -3.54188463
#> 62 -2.68266165 -2.90230714 -3.22165383 -3.54696967 -3.95668860 -4.30363280
#> 63 -2.73563916 -2.75260356 -2.77688363 -2.85516538 -2.97787332 -3.16941325
#> 64 -2.63602143 -2.71453059 -2.79316005 -2.87130015 -2.99106745 -3.09179293
#> 65 -0.65280410 -0.48651890 -0.42595695 -0.33348456 -0.25604360 -0.42178814
#> 66 1.72636042 1.87113015 2.13369453 2.32407780 2.55512737 2.80605908
#> 67 0.45145439 0.47956622 0.43431282 0.36447864 0.27578659 0.24453924
#> 68 0.16865758 0.32305322 0.58789184 0.83891136 1.11356825 1.35462852
#> 69 -0.34784013 -0.27014351 -0.19240888 -0.10147784 -0.01260822 -0.04480852
#> 70 -1.23986001 -1.25996040 -1.16618103 -1.06615955 -0.96260673 -0.86143398
#> 71 -0.58548701 -0.69512269 -0.77179292 -0.85049352 -0.93705368 -1.06230928
#> 72 0.01939932 0.02035115 0.03604159 0.03622524 0.04400364 0.01126390
#> 73 -0.09105616 0.06355886 0.30168574 0.62119949 0.96358670 1.17914961
#> 74 1.19741168 1.23076610 1.14707012 1.01000538 0.88310227 0.70678773
#> 75 0.38704745 0.33027485 0.31198046 0.32823136 0.35288339 0.45086764
#> 76 0.54372126 0.57857708 0.66594516 0.77319498 0.90282641 1.04005893
#> 77 0.04474047 0.12735249 0.15362681 0.19531472 0.23612987 0.18727619
#> 78 0.95514597 0.99754716 1.00171472 1.06511472 1.13611722 1.21736716
#> 79 1.15997352 1.22573971 1.22575301 1.27521127 1.33306637 1.37664883
#> 80 0.51976449 0.55695470 0.58647054 0.61975260 0.65482097 0.71443968
#> 81 0.22704378 0.34494819 0.57333686 0.76578077 0.97760959 1.14409197
#> 82 0.33307154 0.36995156 0.40177644 0.46114995 0.52413139 0.56473769
#> 83 0.10670648 0.19808224 0.24804770 0.27944920 0.30260986 0.25615858
#> 84 2.07012477 2.20738550 2.21579555 2.24082809 2.27926522 2.23235703
#> 85 1.45691414 1.43108708 1.44417623 1.45355865 1.48248625 1.59142432
#> 86 1.44034542 1.45753991 1.52605351 1.58731633 1.67301651 1.82282852
#> 87 1.22367489 1.20417631 1.05243286 0.95077659 0.84033907 0.73956785
#> 88 0.98932393 0.96540392 0.90195586 0.83683622 0.77068580 0.77048617
#> 89 2.26664818 2.46430613 2.75246345 3.06553236 3.42801471 3.76062954
#> 90 2.41436769 2.30386362 2.10302170 1.97835352 1.87860954 1.89067893
#> 91 1.25124418 1.42247481 1.64282189 1.97619604 2.35208366 2.63458013
#> 92 2.25339363 2.10324045 1.95223612 1.90940916 1.90874423 2.04924072
#> 93 4.01526191 4.27171000 4.56961823 4.90046689 5.32357968 5.62757208
#> 94 1.54001150 1.71235179 2.01854299 2.27008553 2.55063085 2.90677155
#> 95 3.49999780 3.97105710 4.58355722 5.03811849 5.56825396 5.80280689
#> 96 3.92613587 4.20115666 4.54657705 4.84695106 5.22651959 5.54902631
#> 97 3.08410081 3.60548773 4.13825077 4.70589600 5.32605664 5.83306097
#> 98 2.89813245 3.40340925 3.71471500 3.92772532 4.14154300 3.83339109
#> 99 2.00345540 2.18682673 2.43708702 2.84797150 3.30054611 3.68257696
#> 100 -0.39771484 -0.63096045 -0.98136522 -1.36515555 -1.78000848 -2.04629525
#> 101 -0.36749844 -0.51630584 -0.59263585 -0.64826063 -0.69444393 -0.55827799
#> 102 -0.48561963 -0.53598075 -0.51840562 -0.50681019 -0.50403128 -0.53429617
#> 103 -0.57822453 -0.64777426 -0.62167990 -0.51004880 -0.40609359 -0.34046710
#> 104 0.59448152 0.50079115 0.36408083 0.23486144 0.11678340 0.03953946
#> 105 0.08848100 0.07058815 0.04138906 -0.01808239 -0.07159580 -0.12907940
#> 106 -0.83560615 -1.00336960 -1.15420971 -1.36331630 -1.57497518 -1.66569991
#> 107 0.47679373 0.48181209 0.50805453 0.51120372 0.53685528 0.57399631
#> 108 0.65157685 0.71384826 0.80557665 0.90160475 1.02004558 1.11042727
#> 109 3.20986929 3.39827230 3.38998227 3.32866934 3.30583065 3.12641960
#> 110 0.59234240 0.58579438 0.52340294 0.38443451 0.26529822 0.19985844
#> 111 0.75067468 0.83225539 1.03023712 1.36742454 1.75203739 2.16212424
#> 112 1.31748959 1.29117792 1.37272904 1.63782085 1.97003890 2.40558916
#> 113 0.79464684 0.81560902 0.95077111 1.24477183 1.59803595 2.02587331
#> 114 1.65341905 1.63985256 1.69067376 1.95990013 2.29679230 2.73875635
#> 115 5.90217183 6.36228132 6.53939819 6.87184145 7.29831571 7.56348913
#> 116 1.09297638 1.25705990 1.40529040 1.57000255 1.76620846 1.97121515
#> 117 3.31536714 3.58471075 3.78132525 4.13004141 4.53834596 4.80315431
#> 118 1.94230515 2.14503726 2.31860593 2.51342960 2.75742752 2.95604413
#> 119 -0.28629012 -0.21983934 -0.14681573 -0.11584479 -0.08891391 -0.06954328
#> 120 1.15322908 1.24121340 1.23753594 1.09556872 0.96710097 0.83858986
#> 121 4.79509644 5.22071517 5.53045164 5.97223227 6.49699208 6.95225078
#> 122 2.42158800 2.66495530 2.89883997 3.21505869 3.57126720 3.89707446
#> 123 4.58159967 4.89680742 5.14957814 5.45508294 5.84148551 6.27840809
#> 124 2.46955383 2.74800907 2.94549665 3.18240478 3.43931358 3.36458452
#> 125 0.71734623 0.95033143 1.17634605 1.48974522 1.81740442 2.01603370
#> 126 -0.08102815 -0.04935590 -0.06629567 -0.05796399 -0.06700481 -0.07116404
#> 127 0.38557534 0.52476205 0.62872269 0.76048416 0.89150173 1.00136352
#> 128 -0.28925774 -0.25407409 -0.25939643 -0.23146563 -0.22143104 -0.19743986
#> 129 1.75849013 1.94409189 2.10492738 2.39103891 2.70662893 3.03005885
#> 130 1.71454996 1.89643289 2.07231543 2.31046389 2.57605863 2.82110980
#> 131 2.22367017 2.47337046 2.69169151 2.98549156 3.31427698 3.59191873
#> 132 2.98841789 3.26731363 3.53134640 3.84242997 4.20818837 4.56599934
#> 133 2.80817445 2.97797491 3.06885234 3.26999848 3.50682378 3.72423109
#> 134 1.94232493 2.06804439 2.11170435 2.25671951 2.41482673 2.54465577
#> 135 2.13653199 2.37366365 2.48850107 2.57988594 2.69377482 2.75371484
#> 136 2.37142619 2.76275861 3.00967516 3.25057137 3.51798693 3.56992191
#> 137 0.86647802 1.02639620 1.08605788 1.08241144 1.08792380 1.02671627
#> 138 1.52437442 1.64526800 1.64338382 1.59164327 1.54673340 1.44626323
#> 139 1.65515120 1.84553305 1.98694367 2.05103362 2.14500392 2.20312553
#> 0.0306 0.0286 0.0266 0.0249 0.0232
#> 1 -0.776726403 -1.16978729 -1.42952475 -1.01490368 -1.10146452
#> 2 -2.924519020 -3.26895801 -3.38149182 -8.55187183 -8.99080836
#> 3 1.269627847 -0.39405444 -0.67385715 -13.87119514 -14.34274578
#> 4 1.149479583 1.30742068 1.18475954 -2.36907811 -2.70761883
#> 5 1.435912592 1.39162114 1.42414348 -3.48840354 -3.61372708
#> 6 -0.383617137 -0.70053579 -0.57886497 -0.88263426 -0.92731320
#> 7 -1.116644713 -1.07533179 -1.15012807 -2.87880779 -2.88812342
#> 8 -0.476688263 -1.14567380 -1.33867045 -6.22484587 -6.54149754
#> 9 -2.350426102 -2.71998694 -2.95978568 -17.42477073 -18.09929651
#> 10 2.189315481 2.42693402 2.51073673 -0.01086956 -0.13943668
#> 11 -0.683502508 -0.58264619 -0.36126792 0.17737905 0.19579826
#> 12 -1.590674467 -0.98968879 -0.94216549 0.16001060 0.14332490
#> 13 -0.249445952 -0.63913096 -0.82611708 -5.88882603 -6.06133627
#> 14 -2.251522352 -2.74900173 -2.91690874 -9.10825457 -9.38807919
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#> 17 -2.949372810 -2.82009411 -2.67252715 -3.26014512 -3.61544830
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#> 26 -1.404832544 -1.26794610 -1.62098133 -7.89224551 -8.03656576
#> 27 1.274160988 0.62131184 0.57970305 -0.77602105 -0.79918433
#> 28 -0.016864323 -0.49921878 -0.57900756 -0.04728954 -0.03383983
#> 29 0.303375378 0.15150751 0.08323371 0.98411478 0.91635155
#> 30 -0.800968008 -0.79944622 -0.91727610 -2.03243281 -2.17428702
#> 31 -3.744605022 -3.87041473 -4.05492364 -22.91369793 -23.96840418
#> 32 -1.356370313 -1.63088798 -1.73589931 -3.90171708 -4.20670658
#> 33 -1.628383525 -2.08061695 -1.97362254 -3.55358573 -3.75560439
#> 34 -0.733680249 -0.81617642 -0.75793435 -0.53460950 -0.66344887
#> 35 -1.623123404 -1.82857989 -2.09148130 -7.22858915 -7.63840176
#> 36 -0.341152046 -0.62640732 -0.91169008 -8.12148897 -8.58476215
#> 37 -0.185298158 -0.11558297 -0.34666870 -4.05335342 -4.35051996
#> 38 -1.207236877 -1.66311682 -1.91286324 -8.05202144 -8.43815899
#> 39 -2.661559979 -3.38334896 -3.96876064 -27.04346867 -28.24261758
#> 40 -4.789527969 -5.46772442 -5.80685124 -23.52560523 -24.57794718
#> 41 -5.417113252 -6.30534118 -6.67079473 -24.28424157 -25.34601970
#> 42 -1.853836333 -2.18724883 -2.15377066 -9.53494377 -9.96859944
#> 43 -4.164652357 -4.55875117 -4.73298669 -20.05794478 -20.95280432
#> 44 -3.211050591 -3.72678290 -3.95499036 -16.56813098 -17.41954440
#> 45 -3.980048612 -4.39227642 -4.60351204 -18.58837950 -19.47507161
#> 46 -1.875390477 -1.80059410 -1.85358131 -6.29255425 -6.56307418
#> 47 -2.010912734 -1.82705455 -1.78626010 -2.70020221 -2.65606130
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#> 49 -2.816942947 -3.43070558 -3.30430514 -9.54484763 -9.83355686
#> 50 -2.737476581 -3.18681516 -3.09758389 -13.20890038 -13.70596382
#> 51 -1.756796706 -1.56414074 -1.38381109 0.89585106 0.88064124
#> 52 0.603313700 0.38538000 0.19784152 -2.59839624 -2.76195123
#> 53 -0.073529330 -0.52314425 -0.71016179 -2.93716684 -2.96110411
#> 54 0.357019665 0.29388052 0.21566977 -1.83491032 -1.96198166
#> 55 0.173907858 -0.16361509 -0.36294766 -1.35537512 -1.48061305
#> 56 1.153889768 1.47194227 1.40415569 2.13214855 2.19782985
#> 57 -1.095888437 -0.99471385 -0.98205879 -6.28777128 -6.65412838
#> 58 -1.037193124 -0.97031643 -0.97173498 -2.35930834 -2.35059510
#> 59 -0.664452813 -0.50281871 -0.66324958 -2.24123931 -2.30625494
#> 60 0.761832095 1.17961422 1.11690931 -0.33513815 -0.41029192
#> 61 -3.755985271 -4.19369018 -4.27124475 -9.28775513 -9.67149491
#> 62 -4.707221403 -6.33489238 -6.58820761 -8.42964855 -8.71946543
#> 63 -3.358310039 -3.94203235 -4.01903052 -5.88932799 -6.28072772
#> 64 -3.160516710 -3.41627965 -3.53453454 -5.61367546 -5.75787464
#> 65 -0.581222330 -0.26308652 -0.14705909 1.51330123 1.52943681
#> 66 3.250343748 5.43247280 7.43247910 47.79834270 49.47589318
#> 67 0.345662027 0.43461556 0.70103285 1.45651490 1.49511746
#> 68 1.672367835 2.24901230 2.52713065 4.33361666 4.64478634
#> 69 -0.007088464 0.07765969 0.04461948 3.83508096 3.96503819
#> 70 -0.679171299 -0.17648464 0.05084998 3.68316005 3.76445622
#> 71 -1.259231588 -1.77642899 -1.89531464 -2.20188402 -2.30322374
#> 72 -0.080671831 0.06674364 0.13549299 4.32061191 4.34632181
#> 73 1.396666382 2.31919669 2.53097237 9.39219824 9.70290420
#> 74 0.615717287 0.55059447 0.55639783 0.72165895 0.76921116
#> 75 0.495171032 0.11907058 0.03232717 -0.56647003 -0.53052808
#> 76 1.177171139 1.33405722 1.29568429 2.26141487 2.60127290
#> 77 0.141286020 0.20252904 0.21291818 4.76020066 4.89439239
#> 78 1.257069064 0.93487470 0.92559908 4.85865865 5.11436804
#> 79 1.485458412 2.24911699 2.53256179 13.54410543 14.00506024
#> 80 0.809558837 1.36452152 1.63259189 12.54022102 13.14149138
#> 81 1.190415813 1.24251137 1.46389102 13.06099328 13.53884573
#> 82 0.582024205 0.85855980 0.97475938 10.61184378 11.13117475
#> 83 0.173957994 0.10565965 0.17633792 3.10137614 3.36823549
#> 84 2.178423880 2.54274902 2.68706361 2.88805986 3.09377980
#> 85 1.600562747 0.75080429 0.61924495 -0.08027303 -0.04774935
#> 86 1.866570264 2.23730942 2.35375348 11.43434526 11.96728838
#> 87 0.692150364 0.65833088 0.67130936 3.04633342 3.09253940
#> 88 0.841943955 0.87993826 1.03691001 3.50240721 3.73330663
#> 89 4.040208946 6.57900353 7.51499217 30.00210866 31.03060285
#> 90 1.769195390 2.12075689 2.13641713 7.39968285 7.62137217
#> 91 2.814255237 4.10341765 4.17989092 1.55665598 1.47530602
#> 92 2.021788537 3.03016788 2.97531445 1.99879816 2.06167244
#> 93 5.755179296 6.90761762 7.25881366 11.18591332 11.94172312
#> 94 3.311876274 3.57106474 4.33398292 5.52120435 6.33793362
#> 95 6.026927432 6.74734670 7.64768447 16.83074824 17.59103646
#> 96 5.827213500 6.38170583 6.82170271 10.34147761 11.35686330
#> 97 6.543560552 9.49505149 10.78657693 35.96643528 38.57118580
#> 98 3.385737620 2.68078420 3.10324865 4.63221837 5.03429503
#> 99 4.014642002 4.58872472 4.72227633 4.92702281 4.95934412
#> 100 -2.133217769 -2.55976107 -2.48952804 -1.16917691 -1.17336793
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#> 102 -0.630782631 -0.97049464 -0.97302659 0.79227821 0.88182182
#> 103 -0.352615916 -0.16081973 -0.11492351 0.71721504 0.70797826
#> 104 -0.002804852 -0.08993310 -0.17204523 1.75457251 1.76946557
#> 105 -0.157452406 -0.20362700 -0.11645186 1.14468566 1.27467709
#> 106 -1.640088239 -1.39616817 -1.29259332 -1.51260562 -1.44612084
#> 107 0.595111254 0.67613201 0.81206581 2.21540739 2.19878119
#> 108 1.186972503 1.38560104 1.57892088 9.38634956 9.91720580
#> 109 2.931315464 2.25774296 1.80198274 1.42673921 1.39781410
#> 110 0.336967227 0.93835014 0.83474785 0.89222127 0.92656134
#> 111 2.462419214 2.83693562 2.79967407 7.10808192 7.32809072
#> 112 2.702242908 3.03930220 2.68164600 6.70865404 6.89914709
#> 113 2.413901963 3.52564984 3.50386743 9.77691574 9.99180854
#> 114 3.086479602 3.86640751 3.66102488 11.28350373 11.64985525
#> 115 7.705852919 8.22695655 7.79420772 15.43040584 15.91916799
#> 116 2.192095468 2.54419101 2.57998582 6.13984286 6.37084635
#> 117 4.897950501 5.45832865 5.43118477 15.35768778 15.88353374
#> 118 3.137076136 3.65283762 3.62056027 6.31429464 6.42505804
#> 119 -0.131988181 -0.63482474 -0.74572450 3.09204009 3.23791069
#> 120 0.772532839 0.78602958 0.93716363 13.38415349 13.97331551
#> 121 7.348032311 8.67705297 8.94209892 37.27199525 38.92092501
#> 122 4.208834428 5.39075130 5.98582490 34.80164960 36.43630810
#> 123 6.674158684 7.48870509 7.90136514 38.33163004 40.00707159
#> 124 3.122972029 2.59461208 2.56722976 2.83084108 2.84247722
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#> 126 -0.075054878 0.28256607 0.48248146 5.38029619 5.49099040
#> 127 1.143034179 1.26068362 1.38943478 7.86301794 8.04957342
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#> 129 3.409895966 4.49392785 4.78270173 19.09039693 19.94417428
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#> 131 3.824166872 4.48353255 4.76467728 18.89779415 19.62498310
#> 132 4.783714143 4.38621740 4.38430366 15.56557736 16.22860320
#> 133 3.786226772 3.52035632 3.35639287 11.09689149 11.52064853
#> 134 2.605052518 3.25366756 3.52006540 16.96737945 17.56659467
#> 135 2.833618183 3.25867551 3.54437836 13.10305354 13.50241099
#> 136 3.443939617 2.88290738 2.74240367 6.12993155 6.39220903
#> 137 0.985530623 1.50119198 1.73364425 15.52982013 15.99953665
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#> 0.0216 0.0202 0.0188 0.0175 0.0164
#> 1 -1.269736434 -1.49690142 -1.71972191 -2.1168600 -29.8164495
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#> 65 1.484626574 1.39749783 1.32507795 1.2967718 2.2223955
#> 66 50.880797750 51.96667944 53.21715491 55.0308880 288.9998199
#> 67 1.491420865 1.45502363 1.42751525 1.3297543 2.4379208
#> 68 5.039940900 5.49244898 5.93593056 6.4879834 55.9204971
#> 69 4.187318525 4.47317368 4.75491895 5.1742202 38.7002828
#> 70 3.830608952 3.89217789 3.97662427 4.2071385 23.3579853
#> 71 -2.290309594 -2.17404689 -2.07847467 -1.9928772 -2.0150487
#> 72 4.311936048 4.23275820 4.18350244 4.2219427 28.7972052
#> 73 9.961325313 10.16296838 10.40137275 10.5718883 56.6209468
#> 74 0.817846452 0.85831450 0.89536015 1.0096750 4.0171114
#> 75 -0.477372518 -0.41128069 -0.35121844 -0.2135077 1.2507347
#> 76 2.974058514 3.33404516 3.67485690 4.3880994 26.6467533
#> 77 4.884794496 4.75925560 4.67355791 4.5046917 26.2619407
#> 78 5.293401436 5.38881763 5.50582769 5.8472146 29.0721301
#> 79 14.263909196 14.33544775 14.47900619 14.5628382 62.5693712
#> 80 13.663862647 14.06595514 14.49824412 15.1823896 81.8559553
#> 81 13.810464432 13.87454991 14.00052311 14.2670804 69.2944076
#> 82 11.582498227 11.92397692 12.28958640 12.7960821 71.7237662
#> 83 3.625144660 3.83672749 4.04897689 4.2624491 19.6200382
#> 84 3.313252934 3.51915030 3.72238939 4.2578007 42.6705807
#> 85 0.002900727 0.06011534 0.11038583 0.3913593 5.0588110
#> 86 12.329488887 12.50407819 12.72178318 12.9676877 71.0193524
#> 87 2.991873988 2.77867932 2.61070258 2.2329469 2.2859477
#> 88 3.788342026 3.68451912 3.61687159 3.6551910 22.7384404
#> 89 31.699174418 32.01535323 32.46808006 33.4047048 187.0737421
#> 90 7.715796331 7.67812080 7.66538869 7.2894476 20.5368048
#> 91 1.377630612 1.27707498 1.19272939 1.2510810 0.7242774
#> 92 2.068267399 2.01873189 1.96857018 1.9909152 45.9046063
#> 93 12.800567486 13.64331380 14.45294490 15.4090828 106.5093179
#> 94 6.895317657 7.16741537 7.46693911 8.0376557 34.2539121
#> 95 18.157954096 18.50320359 18.91384474 19.4820283 97.2728201
#> 96 12.219211951 12.84812666 13.47497042 14.4281072 73.3272638
#> 97 40.688171762 42.14152830 43.65087286 45.9710126 232.1866050
#> 98 5.530215484 6.03272601 6.52022046 7.3073560 48.2917772
#> 99 4.899922243 4.79122740 4.72852835 4.6634142 25.1365374
#> 100 -1.181209983 -1.19243588 -1.20522697 -1.2642398 -0.5342115
#> 101 0.589861874 0.74281018 0.88918721 1.1250793 23.5020955
#> 102 1.004888628 1.14054176 1.26736125 1.3398136 3.1959480
#> 103 0.711052807 0.72305914 0.73682745 0.6561676 1.1593883
#> 104 1.780516445 1.78544988 1.79251920 1.8608096 9.9082635
#> 105 1.377003477 1.43834053 1.49911360 1.6704618 9.1121299
#> 106 -1.319899680 -1.16207182 -1.03143661 -0.7886604 -0.3930504
#> 107 2.172090330 2.14419135 2.12700443 2.0737731 2.6547936
#> 108 10.382855158 10.73767615 11.10493060 11.6313100 58.0107628
#> 109 1.402794509 1.42845679 1.44958431 1.3607596 1.4900480
#> 110 0.913502783 0.86742271 0.83167668 0.7579180 2.0036894
#> 111 7.464438225 7.51700773 7.59205920 7.3772754 11.3429812
#> 112 7.003588826 7.03358130 7.08574582 6.9924146 32.7025943
#> 113 10.119535508 10.17572123 10.27082174 10.1219015 42.0012925
#> 114 11.892289757 12.01362206 12.17126259 12.1584771 57.5832607
#> 115 16.242978640 16.38985374 16.58701898 16.9714820 108.4834977
#> 116 6.521746080 6.59132845 6.67604134 6.8574373 31.2398141
#> 117 16.227993858 16.38573672 16.60668196 16.9376363 103.0065986
#> 118 6.379694953 6.21125467 6.08999028 5.9152202 24.6538397
#> 119 3.352200432 3.41989356 3.48597404 3.5809191 13.4144094
#> 120 14.427107420 14.70223358 15.00566921 15.5285926 68.3314017
#> 121 40.118151722 40.79750033 41.59707358 42.6192407 206.3620513
#> 122 37.630689422 38.31554874 39.11920746 40.2749687 203.0534339
#> 123 41.144171263 41.69084248 42.37722806 43.2512271 214.3944712
#> 124 2.946276783 3.11167761 3.27525192 3.6258382 19.3920622
#> 125 14.920055812 15.09103596 15.31275253 15.5854389 73.4195136
#> 126 5.529030007 5.50236413 5.49936291 5.4630256 9.2013331
#> 127 8.096759591 8.02552741 7.99553547 8.0423265 14.9728206
#> 128 2.773791948 2.71399709 2.67003446 2.6083459 0.1538913
#> 129 20.517080402 20.79539128 21.14656052 21.4773000 92.1854626
#> 130 17.757966574 17.99135532 18.28783968 18.5423537 93.1332565
#> 131 20.090650450 20.28792305 20.56218161 20.9319814 97.5261044
#> 132 16.646928892 16.81166667 17.03365434 17.3440329 86.4896093
#> 133 11.820926513 11.98126149 12.17518326 12.3015693 53.6214702
#> 134 17.970326290 18.16773796 18.43009592 18.7114448 89.8362917
#> 135 13.743872749 13.82965633 13.97555766 14.1744114 68.8263729
#> 136 6.524951197 6.52569014 6.55386899 6.8259979 36.2356446
#> 137 16.317588174 16.47366298 16.69021596 17.2073217 89.0738028
#> 138 3.088728220 3.05975563 3.04907770 3.1354964 14.2748677
#> 139 -0.604471796 -0.68736736 -0.76109337 -0.9356859 -0.8238804
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $X
#> V1 V10 V11 V12 V13
#> [1,] -0.4177628616 0.050624130 -0.552666518 -0.655721072 -0.352377346
#> [2,] 0.6063181752 0.643447100 2.031423485 3.041869234 3.196315433
#> [3,] -0.1668022913 3.231302427 3.136436285 3.419812066 2.153920096
#> [4,] 0.8734697500 0.616960922 0.378980316 0.463227785 -0.034731058
#> [5,] -0.3246645855 -0.435475124 -0.906426800 -0.602154372 0.856801244
#> [6,] -0.5634819024 -1.398325571 -1.183656159 -1.047055579 -1.089256086
#> [7,] -0.9075407487 -0.627889413 -0.952501538 -0.928762449 -0.628327821
#> [8,] -0.7253919477 0.057635177 -0.528457757 -0.418390829 0.245009945
#> [9,] -0.1344202822 -0.409767952 -0.501125285 -0.813445246 -1.017236045
#> [10,] -0.7172964454 3.017854998 2.745191470 2.198937681 2.099336486
#> [11,] 0.6872731978 1.334424726 0.550003498 0.331542979 -0.304616687
#> [12,] 1.4603936643 -0.162044294 0.431302477 1.239200962 0.715793584
#> [13,] -0.8265857260 -0.127768064 -0.672148468 -0.425086667 0.358725800
#> [14,] -0.7618217079 -1.022066052 -1.231292753 -1.369943747 -1.249216389
#> [15,] -0.0413220062 -0.923911395 -1.485875208 -1.481541040 -1.415999642
#> [16,] -0.4137151104 -0.739287159 -1.152419048 -1.131869522 -1.136258639
#> [17,] -0.6161026671 -0.655154595 -1.147733482 -0.703335917 -0.301584264
#> [18,] -0.5108611376 -1.116325683 -0.497220646 0.753380746 1.408702193
#> [19,] -0.2558528162 -1.290822851 -0.298864992 -0.021848448 0.154037261
#> [20,] 0.5617929127 -0.606077267 -0.943130405 -0.065743384 -0.527499763
#> [21,] 0.0315375142 -0.996358880 -0.429279930 0.068173368 0.082775325
#> [22,] -0.3934763548 -0.368480676 0.008039623 -0.504692736 -0.906552613
#> [23,] -0.7294396988 -1.223828403 -0.909550511 -1.445829906 -1.145355908
#> [24,] -0.8589677351 -0.941828515 -0.576094351 -1.164604728 -1.814763240
#> [25,] -0.9520660112 0.334182029 -0.555009301 -1.146749161 -0.231080434
#> [26,] -0.8508722329 -0.534408787 -0.144241293 0.948304018 0.784781203
#> [27,] -0.1870410470 -1.156833954 -1.113372660 -1.192132060 -0.888358076
#> [28,] 0.4241693742 0.101259469 0.111122089 0.646247345 0.291254393
#> [29,] 0.2824980845 -0.969093697 -0.587808268 0.075613187 -0.059748546
#> [30,] -0.4582403729 -1.321983060 -0.669805684 0.751148801 0.374646019
#> [31,] -0.6970576898 -0.891972181 -1.223483476 -1.204779754 -1.119580314
#> [32,] -0.8751587397 -0.956629614 -0.782259284 -0.447406125 0.065338894
#> [33,] -0.0413220062 -1.008822963 -1.396849441 -0.933226341 -0.712477553
#> [34,] -0.4137151104 -0.659828627 -0.448803124 -0.800797553 -0.500966063
#> [35,] -0.3529988434 -0.919237363 -0.587808268 -1.252394598 -1.293186519
#> [36,] -0.7213441966 -0.579591089 -1.115715443 -1.460709545 -1.572927522
#> [37,] -0.6808666852 -0.107513928 -0.578437135 -1.005392590 -1.141565379
#> [38,] -0.9561137623 -0.674629726 -1.045431943 -1.156420927 -1.551700563
#> [39,] -0.5149088888 -1.224607408 -1.398411297 -0.453357981 -1.260587974
#> [40,] -0.1546590379 -0.987010817 -1.553815924 -0.300097699 -0.602552227
#> [41,] 0.2622593288 -1.199679241 -1.101658743 0.060733548 -0.939151158
#> [42,] -0.4380016172 -0.666060668 -0.620607234 -0.849156380 -0.961894329
#> [43,] -0.3529988434 -0.835883805 -0.869723194 -1.012832410 -1.145355908
#> [44,] -0.9642092646 -0.729939096 -1.077449982 -1.217427447 -1.351560658
#> [45,] -1.0815940475 -0.902099249 -1.077449982 -0.906442990 -0.836806888
#> [46,] -0.7861082147 -0.786806477 -1.050117510 -1.459965563 -0.876986490
#> [47,] -0.4096673593 -0.526618735 -1.150857193 -1.632569376 -1.098353354
#> [48,] -0.2599005674 -0.521944703 -1.076669054 -1.640009196 -0.912617458
#> [49,] 0.1327312926 -0.937933489 -1.530388091 -1.320096956 -0.756447684
#> [50,] -0.2922825764 -1.323541070 -1.360145836 -0.804517463 -0.325085541
#> [51,] -0.7901559658 -1.287706831 -0.945473188 -0.782198004 -0.379669151
#> [52,] -0.3003780787 -0.323298373 0.306354033 0.665590876 1.052392515
#> [53,] -0.8225379749 0.735369715 0.722588536 0.819595140 0.946257717
#> [54,] 0.4282171253 0.165916902 0.043962301 0.639551508 0.852252610
#> [55,] -0.3489510923 -0.209563612 1.376225083 1.227297250 0.962936042
#> [56,] 0.3027368402 0.005441828 0.639029264 0.487035207 0.745359706
#> [57,] -0.4663358752 -0.186972461 -0.138774798 -0.699616008 -0.551759145
#> [58,] 2.2375618819 0.549187468 0.304792177 -1.128893594 -1.275750088
#> [59,] -0.1182292777 -0.185414450 0.038495807 -1.158652872 -0.723091033
#> [60,] -0.2760915719 1.268209283 0.513299893 -1.209987627 -0.599519804
#> [61,] -0.1748977936 -0.324077379 -1.004823699 -0.205611991 -0.880018913
#> [62,] -1.1261193099 -0.479878422 -1.032937099 -0.158741128 -0.196207572
#> [63,] -0.0494175084 -0.701115903 -1.073545343 -1.241978851 -1.857975265
#> [64,] -0.4946701331 -0.779795430 -1.103220599 -1.333488631 -1.293186519
#> [65,] 0.7601327182 -0.014033303 -1.069640704 0.025022415 -0.374362412
#> [66,] 4.0873841499 0.144104756 0.460977732 -0.152045290 0.328401572
#> [67,] 1.3187223746 1.208225881 2.459371905 2.039725543 1.837790019
#> [68,] 1.1487168270 0.238364387 0.696036992 1.334430652 1.893889841
#> [69,] -0.7577739568 -0.810176633 0.143140128 1.134299506 0.838606707
#> [70,] 0.1124925369 -1.443507874 -1.108687093 -0.542635815 -0.581325267
#> [71,] 0.5051243968 -1.505828291 -0.829114950 0.007166848 0.233638359
#> [72,] 1.1972898406 -1.320425050 -0.573751568 -0.327625031 -0.329634175
#> [73,] -0.3772853502 -1.059458302 -0.930635561 -0.537427942 0.005448544
#> [74,] 0.6103659263 -0.289022144 0.376637533 0.639551508 0.992502164
#> [75,] -0.0817995175 -0.217353664 -0.251228398 0.301783701 0.433778264
#> [76,] -0.7658694590 -0.192425497 0.132207139 0.379157824 0.734746227
#> [77,] 0.4484558810 -0.055320579 -0.006017077 0.417844886 0.936402343
#> [78,] -0.8468244817 -0.250071883 -0.069272226 0.478107424 1.092572117
#> [79,] -0.3044258298 0.140988735 0.237632389 0.480339370 0.118406293
#> [80,] -0.1708500424 -0.025718381 0.447701960 0.882833606 0.611933103
#> [81,] 0.1732088039 -0.419116015 -0.396480963 -0.054583654 0.185119595
#> [82,] -0.5715774046 -0.208005601 -0.119251604 0.077845133 0.292770604
#> [83,] -0.1344202822 0.059193188 -0.083328926 -0.047887817 0.198007391
#> [84,] 0.3432143515 0.523480296 1.037302429 1.094124481 0.864382301
#> [85,] -0.3044258298 1.145905464 0.791310180 0.877625733 0.998567010
#> [86,] 1.6668289721 1.667059953 1.991596168 2.072460749 2.468533961
#> [87,] -0.3813331014 1.619540635 1.270018906 -0.840228597 1.454946641
#> [88,] 0.2865458356 0.429220665 0.910792130 1.142483308 1.418557567
#> [89,] 4.3221537156 0.016347901 1.515230226 2.247296508 3.357033841
#> [90,] 3.4276007151 2.595634171 1.170841078 -1.095414406 -1.582024791
#> [91,] 2.6909100089 2.320645329 0.914696769 -0.567931202 -0.475190470
#> [92,] 3.1564013892 3.053689237 2.332861606 -0.157997146 -0.228048012
#> [93,] 3.1766401449 2.893993168 1.886951847 -0.075415149 -1.273475771
#> [94,] 0.4403603787 0.009336854 -0.601864968 0.154475274 0.332192100
#> [95,] 1.6344469630 -0.622436376 0.018191684 -0.520316357 -0.317504484
#> [96,] 0.8613264966 -0.585823131 0.257155583 0.234081343 1.310906558
#> [97,] 2.9054408189 -0.527397740 0.150168478 0.124715996 0.070645634
#> [98,] 1.4199161530 1.071899968 -0.147365004 -0.808237373 1.007664278
#> [99,] -0.3894286036 -0.632563444 -0.406633024 -0.503204772 -1.103660094
#> [100,] -0.3813331014 -0.150359215 -0.444117558 -0.675064603 -0.930053889
#> [101,] -0.2922825764 0.323275956 -0.055996454 -0.701847953 -0.735978830
#> [102,] -0.2841870742 0.024916958 -0.841609794 -1.657120781 -0.706412708
#> [103,] -0.7537262056 0.095806433 -0.887684533 -1.271738129 0.060032154
#> [104,] -1.0370687850 1.108513213 0.740549875 0.594912591 -0.304616687
#> [105,] -0.4137151104 0.525038307 -0.100509337 0.426772669 0.194216863
#> [106,] -0.2760915719 0.898181805 0.491433915 0.015350649 -0.146172596
#> [107,] -0.1829932958 0.707325527 0.147825695 0.102396538 -0.344038184
#> [108,] 0.0072510074 0.842093430 -0.097385626 0.117276177 -0.215160215
#> [109,] -0.5675296535 0.604496839 1.073225107 0.957231802 0.928063180
#> [110,] -0.3327600878 -0.183856440 0.181405589 0.387341626 -0.059748546
#> [111,] -0.6727711830 -0.913005322 -0.950158755 -1.026224085 -1.219650266
#> [112,] -1.1665968213 -0.444044182 -0.155174281 0.083053007 -0.264437085
#> [113,] -0.7011054409 -0.522723709 -0.227019637 -0.055327636 -0.447898664
#> [114,] -0.6849144364 -0.620099361 0.068951990 -0.102942481 -0.136317222
#> [115,] -0.5027656354 3.052910232 3.074742990 1.520426140 0.750666446
#> [116,] -0.4987178842 0.679281340 0.746797297 0.425284705 0.250316685
#> [117,] -0.0372742550 1.111629234 1.494926104 1.919944449 1.921181646
#> [118,] -0.4137151104 0.408966530 0.479719999 0.479595388 0.682436933
#> [119,] -0.4299061150 -0.273442039 -0.455050546 0.004934902 0.332192100
#> [120,] 0.3675008583 0.398839462 0.594516381 0.699814046 0.528541476
#> [121,] 0.0274897631 1.858695236 2.268825528 2.341782216 2.028832655
#> [122,] 0.4848856412 0.506342182 0.855346258 1.360470020 0.742327284
#> [123,] 0.1489222971 1.613308593 2.286786867 2.140907089 2.161501153
#> [124,] -0.3813331014 1.455170535 0.927191613 0.896969263 0.940192871
#> [125,] 0.2622593288 0.387933389 0.483624637 0.350886510 -0.034731058
#> [126,] 0.0477285188 -0.399640884 -0.147365004 0.054037711 -0.012745993
#> [127,] -1.0006390248 -0.145685184 0.128302500 0.184978534 0.175264220
#> [128,] -0.4056196082 -0.232933768 -0.092700059 0.191674372 -0.453205404
#> [129,] -1.0249255316 0.183834022 0.159539611 0.759332602 0.459553858
#> [130,] 0.2541638266 -0.155033247 -0.073957793 0.137363689 -0.147688807
#> [131,] -0.2639483185 0.001546802 0.261841150 0.473643532 -0.243968231
#> [132,] -0.7577739568 0.175264965 0.667142664 0.311455466 -0.034731058
#> [133,] -0.6970576898 0.893507774 0.899078213 0.948304018 0.266995010
#> [134,] 0.1286835414 0.478297994 0.680418436 0.810667357 0.313239458
#> [135,] -0.1263247800 1.519827967 1.268457050 0.629135760 0.169199375
#> [136,] -0.4703836263 0.496994119 0.617944215 0.349398546 -0.324327435
#> [137,] 0.0801105278 0.084121355 0.599982876 0.715437667 0.217718140
#> [138,] -0.0008444948 0.239922398 0.453949382 0.259376730 -0.852727108
#> [139,] -0.1748977936 0.239922398 0.314944238 -0.015896593 -0.786771912
#> V14 V15 V16 V17 V18
#> [1,] -1.43974705 -1.244485149 -0.659546415 -0.417667739 -0.6302692399
#> [2,] 3.06840393 2.050585027 2.376832097 2.162025780 1.5835334038
#> [3,] 1.50706584 1.573565021 1.312765830 0.950317563 1.0850038893
#> [4,] 0.54958803 1.160470538 0.230915725 -0.598246285 -1.3085406882
#> [5,] 0.42163017 -0.734533812 -1.140980297 -1.446180329 -0.3299457153
#> [6,] -1.28531514 -1.468224482 -1.142250571 -0.520107742 -0.5417171342
#> [7,] 0.28610829 -0.001327427 -0.469005301 -0.102496487 0.6633451390
#> [8,] -0.57366771 -1.277416479 -0.610005726 -0.209422914 -0.3250470882
#> [9,] -0.99851303 -0.525807292 0.645025080 0.976862236 0.3498330029
#> [10,] 1.50328384 0.848107184 1.335630764 1.523458167 1.1935273210
#> [11,] -0.95691097 -0.797975052 -0.593068738 0.096027753 0.4869945624
#> [12,] -0.59572941 -0.188745439 0.088221602 0.605610690 0.7989994286
#> [13,] -1.00166470 -0.513700185 -0.581212846 -0.608714607 -0.7105313613
#> [14,] -1.10062719 -0.730659538 -0.527861334 -0.368317080 -0.3220325484
#> [15,] -1.25505909 -0.854152027 -1.279440174 -1.135869369 -0.9392595664
#> [16,] -1.58157227 -1.549099955 -1.553395954 -1.343366457 -0.9588540749
#> [17,] -0.08578895 0.084390889 0.294852855 1.021726471 1.5582866332
#> [18,] 1.42386172 1.490752411 1.427090498 0.349884550 -0.3216557309
#> [19,] -0.20366147 0.281494587 0.493862463 -0.449446572 -0.3830769788
#> [20,] -0.49739726 -1.027041511 -0.759898069 -0.653952710 0.7575495068
#> [21,] -0.13054269 -0.001327427 -0.155671024 0.440360758 1.2206581790
#> [22,] -0.63859214 -0.566002886 -0.645149976 -0.694330522 -1.2708589411
#> [23,] -0.62157311 -0.673029710 -0.742537656 -0.845373447 -1.1461323581
#> [24,] -0.67641220 -0.126272768 -0.761591768 -1.104090536 -1.1367119213
#> [25,] 0.18336380 0.515888174 -0.499068455 -1.327663974 -1.2169740427
#> [26,] -0.16142907 -0.434277564 0.650529602 1.157066913 1.1257001762
#> [27,] -0.88568319 -0.668671151 -0.406338446 -0.825558410 -0.7248504252
#> [28,] -0.19924913 0.001093995 -0.042193205 -0.005290645 0.2609040796
#> [29,] -1.10314853 -1.274995058 -0.960177951 -0.738820888 -0.4090773843
#> [30,] -0.06687892 -1.483721578 -1.379791827 -0.767608773 -0.0409267148
#> [31,] -0.82580143 -0.442026113 -0.379662690 -0.258399704 -0.3823233438
#> [32,] -0.22068049 -0.479316002 -0.534636129 -0.480103799 -0.6332837797
#> [33,] -0.56106102 -0.243469562 -0.639222030 -0.576188036 -0.6547623755
#> [34,] -0.22005016 -0.297225116 -0.734069162 -0.630025118 -0.5496303011
#> [35,] -1.26955678 -1.243516580 -1.141827147 -0.926129070 -0.7907934827
#> [36,] -1.04326677 -1.176201067 -1.307809628 -0.810977533 -0.6487332960
#> [37,] -1.10630020 -0.878850525 -0.684105048 -0.582917672 -0.7380390367
#> [38,] -1.47252443 -1.161188254 -1.072808921 -0.814716220 -0.3242934532
#> [39,] -1.24875575 -1.122445513 -0.907249864 -0.990434474 -1.6190382845
#> [40,] -1.17500664 -0.858510585 -0.676906828 -0.802752424 -1.3439615305
#> [41,] -1.04452744 -0.971833105 -0.915294933 -1.044271556 -1.2761343857
#> [42,] -1.06217680 -1.247875139 -1.245142773 -1.118297544 -1.0647397843
#> [43,] -0.73566362 -0.406673361 -0.716708750 -0.855467900 -1.0952619995
#> [44,] -1.27207812 -0.843982057 -0.916565207 -1.102595061 -1.2425976307
#> [45,] -0.87433717 -0.670124004 -0.888619177 -1.024456519 -1.1016678965
#> [46,] 0.29934531 0.762388868 1.159909514 1.316334948 1.1890055114
#> [47,] 0.07368563 1.140130599 1.753974366 1.541777729 1.2756735298
#> [48,] -0.04922956 1.217131798 1.883118899 1.664406639 1.3035580226
#> [49,] 0.20668617 0.664563445 1.013827993 1.162674943 1.1950345909
#> [50,] 0.69897726 0.965303977 1.277198155 1.235205456 1.1637587408
#> [51,] 0.02956223 0.429201290 0.390970261 0.438491414 0.6056920659
#> [52,] 0.92715828 1.092186456 1.432171595 1.465508530 1.7007236374
#> [53,] 1.43205606 1.803115765 1.963569591 2.162025780 1.7357676622
#> [54,] 1.20450538 1.734831683 1.576982842 1.983316577 1.9422636364
#> [55,] 1.35452494 1.588093549 1.796316835 2.094355558 2.0078298764
#> [56,] 0.60253611 1.268950215 1.709514772 2.064446068 2.0078298764
#> [57,] 1.20702671 1.970193838 1.683685866 1.379144877 0.5465317229
#> [58,] 1.00216806 1.698510363 1.214531300 1.065095231 0.3618911619
#> [59,] 0.68258857 0.947869743 1.474090640 1.811337009 1.7289849477
#> [60,] 1.33057224 1.512060918 1.258990893 1.229223558 0.7247663868
#> [61,] -0.18853345 -0.140317012 -0.361032003 -1.315326310 -1.2324235590
#> [62,] 0.19534015 -0.092372870 -0.601537232 -1.439450693 -1.1303060243
#> [63,] -1.09558451 -1.058035705 -0.753970123 -0.994920897 -0.7467058385
#> [64,] -1.18067965 -1.396550410 -1.100754951 -0.968750093 -0.3842074312
#> [65,] 0.16760544 0.053396696 -0.214950482 -0.537305699 -0.6393128592
#> [66,] 0.23505121 0.208367662 0.053077352 0.063127314 -0.0006072454
#> [67,] 1.55434092 1.611823478 2.063921245 2.082017894 1.7572462581
#> [68,] 1.25115011 1.317378642 1.435558992 1.802738030 1.6728391445
#> [69,] 1.14966629 1.421499760 1.115026496 1.423261375 1.7093904392
#> [70,] -0.07948561 0.040321021 0.503601231 0.801143982 0.9135519399
#> [71,] 0.51554998 0.624852135 0.661115219 0.886386028 0.9199578369
#> [72,] -0.06309692 0.285368861 0.353285463 0.923399022 1.4979958378
#> [73,] 0.09952933 0.167203499 0.494285888 0.670663831 0.6776642029
#> [74,] 0.86160351 1.026808079 0.669160288 0.991816981 1.2711517201
#> [75,] 0.52941733 0.454868356 0.510376026 0.733847629 1.2636153707
#> [76,] 0.92337627 0.982253927 1.238243083 1.190715090 1.3612110957
#> [77,] 1.33687558 1.279604469 1.176846502 1.196323119 1.2564558387
#> [78,] 1.40432135 1.036009481 0.540439180 0.831427340 1.0002199583
#> [79,] 0.24387589 0.254374668 0.282996963 0.204823523 0.5962716291
#> [80,] 0.35670573 0.530416702 0.663655767 0.755158141 0.8306520962
#> [81,] -0.03977455 0.377867157 0.632745764 0.474382802 0.4338632990
#> [82,] 0.56723739 0.563348033 0.636980011 0.665055802 0.7748831105
#> [83,] 0.71347495 0.903315591 0.711926183 0.895732744 0.8035212383
#> [84,] 1.10176088 1.033588059 0.420186566 0.230994327 0.4485591803
#> [85,] 1.13579894 0.952228302 1.161179788 1.573556563 1.4335600502
#> [86,] 2.47462901 2.587656283 2.492850464 1.673379486 1.5221121560
#> [87,] 4.43812038 2.860792612 1.889046844 1.038176690 1.1882518764
#> [88,] 1.90417646 2.273355792 1.880578350 1.446815098 1.6223456033
#> [89,] 2.56791848 1.717881733 1.739577926 1.930974969 1.6027510948
#> [90,] -0.71486259 0.327985877 -0.096814991 -0.439725988 -0.8454320160
#> [91,] 0.09952933 0.481503991 0.627241243 -0.665916506 -1.0504207204
#> [92,] -0.15134372 1.654440494 1.186161845 -0.950804399 -1.4449486128
#> [93,] -0.01582184 0.718318999 0.350744915 -1.047636373 -1.4404268031
#> [94,] -0.01582184 0.145894992 0.528583288 0.157716076 -1.0598411572
#> [95,] 0.11717869 0.724130410 0.725052348 0.436995940 -0.3487865889
#> [96,] 0.46827490 -0.578594277 -0.451644888 -0.360839708 -1.1815532004
#> [97,] 0.03019256 0.287305999 -0.297094873 -0.097636195 -0.9716658689
#> [98,] 1.73650753 -0.402799087 0.211861614 0.649353319 0.4146456079
#> [99,] -0.22194116 0.067925224 0.067473792 -0.960898852 -0.9064764464
#> [100,] -0.97771200 -0.312722213 -0.001544434 0.211927027 0.2593968098
#> [101,] 0.10709335 0.557052337 0.747070433 0.973123549 0.5623580567
#> [102,] 0.11717869 0.852465742 1.217918697 1.285303852 1.4369514075
#> [103,] 0.52248365 0.902347022 1.169224857 1.066964575 1.0778443574
#> [104,] -1.05650379 -0.546147231 -0.605348054 -0.855841768 -1.1299292068
#> [105,] -0.54845433 -1.125351218 -0.940276990 -0.903696953 -0.9388827489
#> [106,] -0.70792891 -0.879819093 -0.343671590 -0.217648024 -0.2956553254
#> [107,] -0.51315561 -0.949071744 -1.116845090 -0.905940164 -0.9369986615
#> [108,] -0.47281422 -1.002827298 -1.098214403 -1.245412877 -1.0990301742
#> [109,] 0.23883322 -1.038664334 -1.139710023 -0.288309194 0.2899190249
#> [110,] -0.65308983 -1.240610875 -0.493140509 0.021254028 0.6102138755
#> [111,] -1.20148068 -1.273057921 -1.238367978 -1.085770973 -0.7210822505
#> [112,] -1.00544671 -1.519558615 -0.795889168 -0.198954593 -0.0096508647
#> [113,] -0.93610993 -1.204773839 -0.972880692 -0.435613433 -0.2093641245
#> [114,] -0.91846057 -1.240126590 -1.156223586 -0.696947602 -0.5236298955
#> [115,] -0.04103522 -0.772307985 -1.443305532 -0.909304982 -0.1046088675
#> [116,] -0.21563782 -0.749546625 -1.068151249 -0.528706721 -0.0575066836
#> [117,] 0.92589761 0.003031132 -0.370347346 -0.348128174 -0.5428475866
#> [118,] 0.04595092 -0.247828120 -0.772177385 -0.903323084 -0.9185346054
#> [119,] 0.23189954 -0.227972465 -0.751429575 -1.142225136 -1.0504207204
#> [120,] 0.64413818 0.059208107 -0.668438334 -0.796770526 -0.9132591608
#> [121,] 0.70528060 -0.476894580 -0.866601093 -0.717884245 -0.7354013144
#> [122,] 0.63720450 -0.128209906 -0.278887611 -0.520481611 -0.6110515489
#> [123,] 0.62144614 -0.135474170 -0.319959807 -0.447203360 -0.7357781319
#> [124,] 0.24072422 0.049038137 -0.350869810 -0.707789793 -1.2399599084
#> [125,] 0.16256276 -0.211022516 -0.549032569 -0.836400600 -1.0334639342
#> [126,] -0.07948561 -0.650752633 -0.993205078 -0.769104247 -0.8495770082
#> [127,] -0.18412110 -0.653658339 -1.027079053 -0.818454906 -0.7757207838
#> [128,] -0.75772533 -0.576172856 -0.865754243 -1.083901630 -0.9087373512
#> [129,] -0.19861879 -0.701118197 -0.751853000 -0.717510377 -0.4245269006
#> [130,] -0.40221678 -0.811050727 -0.833150542 -0.684236069 -0.4998903949
#> [131,] -0.63733147 -0.871586261 -0.887348903 -0.910800456 -0.6856614082
#> [132,] -0.39213143 -0.649299781 -0.863637120 -0.717510377 -0.3604679305
#> [133,] -0.63228880 -0.893379053 -0.723483545 -0.545530809 -0.0360280877
#> [134,] -0.60770576 -0.702086766 -0.438942147 -0.503657523 -0.2647562928
#> [135,] -0.73692429 -0.721942421 -0.756934096 -0.796022788 -0.7512276482
#> [136,] -1.21976037 -0.691916796 -0.690456418 -0.555251393 -0.6818932335
#> [137,] -0.96258398 -0.966021693 -0.972457267 -0.865936221 -0.8450551985
#> [138,] -1.67423141 -1.238189453 -1.010565490 -0.802752424 -0.7636626247
#> [139,] -1.63452035 -0.933574647 -0.898781370 -0.762748481 -0.5639493650
#> V19 V2 V20 V21 V22
#> [1,] -0.10999069 -0.0125063629 -0.395522130 -0.19054592 -0.49513928
#> [2,] 1.02774116 0.4559944072 0.738914927 -0.40771503 -0.87909613
#> [3,] 1.37724807 0.6378466798 1.039704097 0.64275970 0.13260568
#> [4,] 0.50714967 0.5330504549 1.333733960 0.58875267 -0.38925913
#> [5,] 0.78714139 -0.0001773952 1.530129386 1.33800510 0.94385112
#> [6,] -0.82059036 -0.6227902607 -0.569762049 -0.08215154 0.47737557
#> [7,] 0.73693597 -0.8909453067 1.059982019 1.28932271 1.30444651
#> [8,] 0.21866165 0.1785926355 0.168504503 -0.18369996 -0.68240773
#> [9,] -0.87658870 -0.8724518553 -0.985459441 -0.70513401 -0.30598684
#> [10,] 1.10150450 -0.6967640665 1.319088794 1.41331067 1.06970155
#> [11,] 0.53341096 0.4128430205 0.795618004 0.77397396 0.53804000
#> [12,] 0.27929434 0.6162709865 -0.372615589 -1.15544613 -1.64738663
#> [13,] -1.18361410 0.3357869728 -1.950538302 -1.84194391 -1.96163591
#> [14,] -0.43246391 -0.6936818246 -0.613322029 -0.69790772 -0.87042978
#> [15,] -0.78660516 0.8289456781 -0.973442895 -1.58712202 -1.53849210
#> [16,] -0.74412366 -1.0758798212 -0.765030923 -0.93523438 -0.61081617
#> [17,] 1.46414205 -0.1697007002 0.635272217 0.17190969 0.28671594
#> [18,] -1.04999047 -0.2313455383 -0.940772910 -0.53968995 0.09153473
#> [19,] 0.55156215 -0.4840893748 0.547025706 -0.46818768 -0.73252183
#> [20,] 1.15170991 0.3142112794 0.901889334 0.65911394 0.97851651
#> [21,] 1.42938445 0.3573626661 1.070496497 0.52789968 -1.29168961
#> [22,] -0.59891416 -0.7491621789 0.002901477 -0.67965182 -0.56861483
#> [23,] -1.60070521 -1.0882087889 -1.814976641 -1.87503273 -1.21633007
#> [24,] -1.42962062 -0.4995005844 -1.411671311 -1.51143612 -0.72536267
#> [25,] -1.15464944 -0.4409379881 -1.222410710 -1.44183551 -0.93523899
#> [26,] 0.35074050 -0.3268950375 -0.546479991 -0.74316713 -0.77585356
#> [27,] -0.13354862 0.2217440222 -1.381254429 -0.49671252 -0.42204053
#> [28,] 0.65622112 0.8566858553 0.880860378 0.97022485 0.72116368
#> [29,] -1.37902901 -0.2899081346 -0.974193929 -0.07796789 0.22718190
#> [30,] -0.59621079 -1.0388929183 -0.083842965 0.07606624 0.32025093
#> [31,] -0.82715568 -0.9464256611 -1.035403211 -0.83672860 -0.79130227
#> [32,] -0.55566027 -1.0142349831 -0.435326939 -0.23542500 0.02973991
#> [33,] -0.79857722 0.0090693305 -0.353088702 -0.33545210 -0.04825721
#> [34,] -0.40002349 -0.7984780495 -0.409416262 -0.36359661 -0.12361675
#> [35,] -0.79896341 -0.7738201142 -0.728605768 -0.32176018 -0.10176249
#> [36,] -0.83796916 -0.6875173408 -0.481891055 -0.12360763 0.26976004
#> [37,] -0.57960439 -1.0173172250 -0.050046429 0.19510990 0.88996905
#> [38,] -0.35213525 -0.8601228876 -0.235176343 -0.14186353 0.06817328
#> [39,] -1.56285805 -0.6258725026 -1.413548897 -1.63846673 -2.04942977
#> [40,] -1.65477258 0.2001683288 -1.759400115 -1.54414460 -2.14626678
#> [41,] -1.35392630 0.0861253782 -1.770290110 -1.60309593 -2.32336170
#> [42,] -0.57265287 -0.7183397599 -0.823236069 -1.51638042 -1.42243841
#> [43,] -1.78298947 -0.4933361006 -1.721848408 -1.62743713 -1.81393121
#> [44,] -1.64820725 -0.7799845980 -1.713962550 -1.57381043 -1.31731185
#> [45,] -1.50917688 -0.9156032420 -1.603936049 -1.53159367 -1.66170494
#> [46,] 1.07717418 -0.8693696134 0.855700735 0.76560667 0.81008794
#> [47,] 1.25636888 -0.8354649524 1.096031657 1.19005627 1.13714834
#> [48,] 1.42204674 -0.5734743902 1.200049884 1.41331067 1.35305342
#> [49,] 1.01383813 -0.2498389898 0.905268987 1.41331067 1.29201219
#> [50,] 0.90570340 -0.0741512010 1.042708234 1.41331067 0.93744556
#> [51,] 0.65544873 -0.8909453067 0.776466634 1.22048276 1.36209656
#> [52,] 1.79086341 -0.0186708467 1.339742233 1.07709791 1.11680126
#> [53,] 1.21543216 -0.5580631806 0.811014204 0.70665534 0.91935927
#> [54,] 1.35484873 0.1416057326 0.907897607 0.48568292 0.69026627
#> [55,] 1.56184950 -0.1080558620 0.976992747 0.69296341 0.78182811
#> [56,] 1.73023073 -0.1758651840 1.036324444 0.82113502 1.00828352
#> [57,] -0.44907032 -0.0155886048 -1.142801092 -0.43205622 0.44610136
#> [58,] -0.60934144 0.2433197155 -1.175095560 -0.37538688 0.49433147
#> [59,] 0.79988584 -0.4101155690 -0.520944830 -0.44917113 0.21361719
#> [60,] -0.32973592 -0.2590857155 -1.083844913 -0.86145013 0.15408315
#> [61,] -0.91636684 -0.5642276644 -0.726728183 -1.02156955 -1.50043553
#> [62,] -0.89782945 -0.2036053612 -0.668898554 -1.01586459 -1.65454579
#> [63,] -0.60972763 0.0768786525 -0.685796822 -1.07025195 -1.88024761
#> [64,] -0.81132167 -0.7060107922 -1.072203884 -1.58788268 -1.61309804
#> [65,] -0.93258705 -0.2960726184 -1.547608489 -1.14860017 -0.96123803
#> [66,] -0.04163409 6.0533457128 -0.794321255 -1.53691831 -1.66245854
#> [67,] 0.98641825 2.1265695215 0.575565003 0.23732666 -0.95520927
#> [68,] 1.29769180 2.5734945982 0.689346674 0.39630509 -0.43824283
#> [69,] 1.72598258 -0.6042968093 1.420853919 0.89834225 0.73096042
#> [70,] 1.14707556 0.1477702164 1.081386492 0.68041248 0.42273991
#> [71,] 0.86476668 0.5546261483 1.059606502 0.81086608 0.59870443
#> [72,] 1.54408451 0.3049645537 1.320590863 1.08774718 1.04634009
#> [73,] 1.04434757 -0.7830668399 1.185780236 0.99722836 1.11265649
#> [74,] 1.47958986 0.2988000699 1.246238484 1.41331067 1.35154623
#> [75,] 1.53327104 0.6902447923 1.332607409 1.13757057 1.15485783
#> [76,] 1.41741239 -0.4717604072 1.402078066 1.41331067 1.35531420
#> [77,] 1.19457761 0.1878393612 0.784352492 0.95843458 0.75319149
#> [78,] 1.08180853 -0.1296315554 1.128701642 1.37185457 1.36209656
#> [79,] 0.74968043 -0.8293004686 1.070872014 1.16571507 1.21665265
#> [80,] 0.75933531 -0.3361417632 0.847439359 0.80325946 0.84663731
#> [81,] 0.26191555 0.4128430205 0.337487183 0.30426495 0.56705342
#> [82,] 0.75161140 -1.0296461926 0.841806603 1.01053995 1.23699973
#> [83,] 0.44690318 -0.6536126798 0.352132349 0.58076571 0.74753952
#> [84,] 0.85588418 -0.1573717325 0.430615416 0.24112997 0.84701411
#> [85,] 1.15132371 1.4731342370 0.977368264 0.65226798 0.81084153
#> [86,] 1.38690295 1.4608052693 1.529002835 1.02537287 0.66803521
#> [87,] 1.32318070 -0.3515529728 0.995393083 1.00255300 1.16352418
#> [88,] 1.72443779 0.6501756474 1.176016792 0.99114306 1.12358362
#> [89,] 1.46105248 2.6228104688 0.744172166 0.63743506 0.60209561
#> [90,] -0.50313768 2.4286292286 0.955588274 1.32849682 -0.64246718
#> [91,] -1.33423034 1.3745024959 0.927800011 1.41331067 -0.87005299
#> [92,] -0.39847871 2.1419807311 1.076880287 0.64960566 -1.00720735
#> [93,] -0.81325265 2.7830870480 1.185404719 1.15164282 -0.57615078
#> [94,] -0.34325276 2.3423264551 -0.665143384 -0.33621276 -0.60252662
#> [95,] -0.30115745 2.7029487584 0.041579735 0.44879079 0.47436119
#> [96,] -0.99592310 1.7536182506 -0.879563629 -0.41722331 0.25129695
#> [97,] -0.82831427 1.4022426731 -0.940772910 -1.17902666 -1.31806545
#> [98,] 1.08644288 0.8443568877 1.120815783 -0.39402310 -0.00454868
#> [99,] -0.82792807 0.4929813101 -0.185608090 0.71312097 1.36209656
#> [100,] 0.32023106 -0.2991548603 0.774213531 1.13338692 1.36209656
#> [101,] 0.55619649 -0.1851119097 0.970608957 1.38326451 1.36209656
#> [102,] 1.71555530 0.0583852010 1.558293166 1.41331067 1.35908218
#> [103,] 1.15634426 -0.9433434192 1.029940653 1.26688317 1.30105533
#> [104,] -1.59684326 -0.9741658383 -1.858161103 -1.79782550 -1.16583918
#> [105,] -1.28865927 -0.6073790512 -1.631348795 -2.19184860 -1.59840293
#> [106,] -0.92022879 -0.4779248910 -1.363605127 -1.77234331 -1.89984109
#> [107,] -1.43541355 0.1785926355 -1.918994868 -2.15229416 -1.50872508
#> [108,] -1.39215966 -0.0371642981 -1.618581215 -2.19527158 -1.72576055
#> [109,] 0.42759340 -0.5457342130 0.535384677 0.61233320 0.70797576
#> [110,] 0.93428186 -0.9556723868 0.689346674 0.69030110 0.79426243
#> [111,] -0.65761587 -0.2405922641 -0.218278075 -0.18027698 -0.07689384
#> [112,] 0.02131577 -0.5827211159 0.153859338 0.43205622 0.70533818
#> [113,] 0.03985315 -0.7861490818 0.031065257 0.14414552 0.35717711
#> [114,] -0.36565209 -0.6258725026 -0.256580816 0.08519418 0.53050405
#> [115,] 0.61296723 -0.7368332113 0.843684189 0.86183046 0.87866512
#> [116,] 0.49363283 0.2124972965 0.688220123 0.25710388 -0.75060812
#> [117,] -0.32239820 -0.7769023561 0.183525186 0.28905170 0.72681565
#> [118,] -0.69314585 -0.6474481960 -0.134537769 0.35180634 0.72832284
#> [119,] -0.76188865 0.0583852010 -0.722597495 -0.76142303 -0.36439048
#> [120,] -0.76497821 0.1385234907 -0.477760368 0.07226292 0.12167855
#> [121,] -0.05939909 -0.4748426491 0.393439226 0.72947521 0.90240337
#> [122,] -1.14113260 -0.1666184583 -0.161574998 0.19701155 -0.02451896
#> [123,] 0.03097065 0.7703830819 0.781723873 0.93827703 0.85982523
#> [124,] -0.73871692 -0.5673099064 -0.534087928 -0.53018167 -1.02039527
#> [125,] -0.97970289 -0.2960726184 -0.978324617 -1.05732069 -1.15340485
#> [126,] -0.91675303 -0.3792931499 -0.942274979 -0.95006729 -0.91526871
#> [127,] -0.99824028 -0.3330595213 -0.940397393 -0.93333272 -0.89755922
#> [128,] -1.16044237 -0.7830668399 -1.030145972 -0.90442755 -1.03772796
#> [129,] 0.33027214 -1.1036199984 0.531253989 0.78424290 0.70948295
#> [130,] -0.05013039 0.1416057326 0.313078574 0.56365081 0.58137174
#> [131,] -0.12621090 -0.1758651840 0.118560734 0.50660113 0.65560088
#> [132,] 0.33220312 1.1371698690 0.529376404 0.62754645 0.62545707
#> [133,] 0.43415873 0.0368095077 0.489571595 0.65645162 0.57986455
#> [134,] 0.09121715 -0.3607996985 0.407708875 0.64085804 0.40201603
#> [135,] -1.13109152 0.0090693305 -1.506301612 -1.32431318 -0.08028502
#> [136,] -1.28556971 -0.0895624106 -1.543477802 -0.81923337 0.18611095
#> [137,] -1.25235690 -0.8447116781 -1.297514123 -1.14555752 -0.16431090
#> [138,] -0.97893050 -0.0679867172 -0.584782732 -0.22781838 0.22793550
#> [139,] -0.63676131 -0.0371642981 -0.487523811 -0.22211341 0.38129216
#> V23 V24 V25 V26 V27
#> [1,] -0.90617560 -0.574690958 -0.053624168 -0.25616942 0.019111926
#> [2,] -1.05454498 -1.284487462 -1.528691979 -1.61954158 -1.545754498
#> [3,] -0.92017271 -1.399894473 -0.641776026 -1.95328152 -0.811292015
#> [4,] 0.08601966 0.997621103 0.330805525 0.50926970 0.740918302
#> [5,] 0.04722766 -1.123091191 -1.475843552 0.14711734 1.042623568
#> [6,] 1.04342210 1.234075318 1.010163541 0.22302515 0.502901833
#> [7,] 1.15419924 0.503887349 -0.001628134 -0.79854982 -1.619649834
#> [8,] -0.85778558 -1.381238453 -0.166566372 0.81459721 0.784194023
#> [9,] -0.32469559 -0.304395590 0.552001767 1.18735122 1.129175012
#> [10,] 0.49793466 -0.609399833 -0.969521517 -0.46523395 -0.656969159
#> [11,] 0.81266971 0.214502099 -1.157048197 -1.87567744 -1.496354853
#> [12,] -1.80439025 -2.251129646 -1.855158880 -1.81630821 -1.662925555
#> [13,] -1.96995609 -2.209045134 -1.858568456 -1.88670316 -2.458219005
#> [14,] -1.31489126 -1.241969090 -1.010436429 -0.76377641 0.202013089
#> [15,] -1.29289580 -1.134805437 -0.949490258 -1.87143678 -2.524357372
#> [16,] -0.11233941 0.281316685 0.783426737 0.75013918 0.344496361
#> [17,] 0.69629373 0.358543933 0.066563386 -0.20188897 -0.823539861
#> [18,] 0.31797180 1.014541680 1.348137760 0.30995868 -0.597771238
#> [19,] 0.15720497 0.545971860 0.402406621 0.81586941 0.764189209
#> [20,] 1.22778405 0.711706741 -0.089850913 -1.60215488 -2.042608773
#> [21,] -0.97816074 -0.360797513 -1.559378163 -1.49995497 -0.367103476
#> [22,] 1.36215633 0.781124492 -0.903034786 -0.71161629 -0.351181277
#> [23,] -0.77940176 -0.420236462 -0.025921363 0.46643903 0.627421598
#> [24,] 0.01603410 0.025338728 0.352115375 0.50333277 -0.003342458
#> [25,] -0.08394527 0.504321210 0.080627887 -0.06152313 -0.024572057
#> [26,] -0.41987595 0.210597351 0.746773795 0.83537645 0.964645617
#> [27,] -1.17851940 -0.480109272 -0.714229515 -0.55301561 -1.245682277
#> [28,] 0.40595364 0.316893282 0.652158062 0.79975490 0.242839242
#> [29,] 0.71868911 0.728193457 0.372146634 -0.34098262 -0.539389840
#> [30,] 0.65910140 0.820605838 1.348137760 0.66278159 -0.201757559
#> [31,] -0.77220324 -0.398543415 0.047384521 0.57966465 0.742143086
#> [32,] 0.07202255 0.304745176 0.860568394 1.01772482 1.201437302
#> [33,] 0.09281826 0.283052128 0.710547051 0.81374908 1.172042472
#> [34,] 0.04082898 0.260925220 0.892106972 1.01178790 1.201437302
#> [35,] 0.17120208 0.319062587 0.484236444 0.88456810 0.714381303
#> [36,] 0.65230281 0.672659256 0.949643567 1.18014210 1.201437302
#> [37,] 1.36215633 0.899568530 0.674746503 0.91382865 0.918512065
#> [38,] -0.11433900 -0.380321255 -0.800747506 -0.58185210 -0.061723856
#> [39,] -1.85118059 -2.443763905 -2.651294873 -2.06862747 -0.986027947
#> [40,] -1.81318843 -1.948294707 -2.528550138 -2.01053043 -0.483866272
#> [41,] -1.67721649 -1.877575373 -2.811544945 -2.16107386 -0.940710918
#> [42,] -0.96016446 -0.445400397 -0.508802562 -0.66624123 -0.932953949
#> [43,] -1.59523341 -0.645844153 0.683270443 1.26410716 0.664165135
#> [44,] -0.94216817 -0.306564895 0.566918662 1.10381022 0.499227479
#> [45,] -1.29009638 -0.454077615 0.710973248 1.26410716 0.571489769
#> [46,] 0.91024958 0.876140039 0.913416822 1.12289319 1.201437302
#> [47,] 1.12580510 1.355990243 1.230933586 0.97107756 0.936475572
#> [48,] 1.31096689 1.252297477 0.925776535 1.14706495 1.068752306
#> [49,] 1.21018769 1.182879726 0.972232008 0.87651085 0.356744207
#> [50,] 0.58511667 0.818002672 0.950069764 1.02238955 0.730303502
#> [51,] 1.22018562 1.109557227 0.776181388 0.37144825 -0.227069773
#> [52,] 0.35596396 -0.749970779 -1.163867349 -1.51649355 -0.031104241
#> [53,] 0.28317898 -0.333030412 0.137312088 0.61019740 -0.301373371
#> [54,] 0.14920662 -0.186819274 0.047384521 0.42191210 -0.409970936
#> [55,] -0.15273107 -0.459717808 0.387063529 0.50248464 -0.594505145
#> [56,] -0.29870095 -1.232858010 -0.379664872 -0.09587247 -0.272795064
#> [57,] 0.80067219 1.355990243 0.690515792 -0.09417621 -0.035186857
#> [58,] 0.81946831 1.054023026 1.080486045 -0.32741251 -0.421810520
#> [59,] 0.46434159 0.646193739 0.190160515 -0.26295447 -0.529999824
#> [60,] 0.68109686 1.355990243 0.598031043 0.04067678 0.273050595
#> [61,] -0.95416570 -0.520458340 -0.316587716 -0.29518349 -0.207473220
#> [62,] -0.79299895 -0.011105592 0.185472348 0.05636722 0.018295403
#> [63,] -2.15391812 -1.756094308 -2.274536727 -1.86295546 -1.057065453
#> [64,] -1.80319050 -1.992548523 -2.595463067 -2.14156682 -1.213021355
#> [65,] -1.22810917 -0.635431490 -0.685674316 -1.07885744 -0.701061403
#> [66,] -0.90257634 -0.148639511 -0.753013442 -1.79086425 -1.181585218
#> [67,] -2.36867381 -2.764821003 -1.755854980 -1.77262941 -1.969121699
#> [68,] -1.39847401 -1.606412283 -1.946365038 -2.28108453 -2.168353323
#> [69,] 0.67269860 0.491305382 -0.313178140 -0.91856050 -1.103199005
#> [70,] 0.37276049 0.183697972 -0.281213365 -0.87912236 -1.031344977
#> [71,] 0.71628960 1.059663218 0.732283098 -0.36345811 -1.191383494
#> [72,] 1.08661319 0.750320365 0.208913183 -0.53266045 -1.181993479
#> [73,] 1.36215633 0.966383115 0.707137475 0.35957440 0.257536657
#> [74,] 0.99943118 0.452691757 -0.056181350 -0.71882542 -1.422867779
#> [75,] 0.69349431 0.389781921 0.072530144 -0.36685064 -0.509178487
#> [76,] 0.92184718 0.268300856 -0.200235935 -0.11665171 0.061162863
#> [77,] 0.50313359 0.696087747 0.254516262 -0.24853623 -0.630023898
#> [78,] 0.86225948 0.762034611 0.953479340 0.70179566 0.282848871
#> [79,] 1.01262845 1.114329697 1.348137760 1.03299120 0.717647395
#> [80,] 0.86105973 1.185482892 1.227097813 0.89135316 0.620072890
#> [81,] 1.07581541 1.260974696 1.236474147 1.26410716 1.079775367
#> [82,] 1.36215633 1.309567122 1.082190833 0.83622458 0.868295897
#> [83,] 0.94984141 1.293514267 1.348137760 1.00754724 0.759290070
#> [84,] 1.00503002 1.072245186 0.446304912 0.66405379 0.899732035
#> [85,] 1.21898587 1.355990243 1.074093090 1.01348416 0.821754084
#> [86,] 0.71149059 0.289126182 -0.402253312 -0.64927859 -0.577358161
#> [87,] 1.36215633 0.911282775 0.413061546 0.55210036 -0.226661512
#> [88,] 1.01102878 0.460501254 -0.050640789 -0.29730382 -0.894985627
#> [89,] 0.44874481 -0.112629053 -0.842514812 -0.61365705 -0.963573564
#> [90,] -2.39306878 -2.052855194 -2.339318670 -1.76626842 -2.221019059
#> [91,] -2.25309766 -2.146135297 -1.882861685 -1.36934265 -1.700077354
#> [92,] -1.95595897 -2.283669216 -2.024785286 -1.76923688 -1.978511714
#> [93,] -2.09872951 -2.286706243 -1.747331040 -0.59796661 -1.389390334
#> [94,] -0.90457593 -0.330427246 -0.744063305 -1.02330480 0.075860278
#> [95,] -0.35308973 -0.267951270 -0.060443320 0.04746183 0.208137012
#> [96,] 0.21959210 -0.026290725 -0.740227532 -0.72561047 -0.378126537
#> [97,] -1.19331635 -1.869332015 -1.163867349 -1.02966579 -0.953367025
#> [98,] 0.71229043 -0.076184733 0.391751696 0.73402467 0.507392710
#> [99,] 0.84266352 0.006248846 -0.229217331 -0.54326210 -0.551229424
#> [100,] 0.99423225 0.243136922 -0.545455504 -1.63141543 -2.352479270
#> [101,] 0.55552278 -0.628489715 -1.229501686 -0.78031499 -0.574500331
#> [102,] 0.98903332 -0.031063195 -0.738948941 -0.97665754 -0.848035552
#> [103,] 0.84426319 -0.204607573 -0.754292033 -0.68871673 -0.050292533
#> [104,] -0.53025317 -0.058396435 0.455681246 0.81374908 0.954439079
#> [105,] -0.90417601 -0.404183607 0.038008187 0.23617120 0.706216072
#> [106,] -1.81878728 -1.337852358 -0.454249346 0.22302515 0.550668431
#> [107,] -0.70781653 -0.218057262 0.295857371 0.82265447 1.177349872
#> [108,] -1.02175175 -0.510913399 -0.110734565 0.19291647 0.606600260
#> [109,] 0.84106385 0.417115160 0.129214345 -0.56022474 -1.693953431
#> [110,] 1.13820254 1.117366724 1.201099796 0.43505815 -0.852526429
#> [111,] -0.28750326 -0.969938278 -0.602139705 0.14754141 0.829511053
#> [112,] 0.80587112 0.661812733 0.900204715 1.24078354 1.201437302
#> [113,] 0.21679267 0.060481464 0.392604090 0.89813821 1.186739887
#> [114,] 0.55352319 0.395422113 0.745921401 0.97616636 0.978526509
#> [115,] 0.80267178 1.009335349 0.806441375 0.45159672 0.668247750
#> [116,] -1.66441913 -1.730496513 -0.793928354 0.48891453 1.201437302
#> [117,] 0.74188432 0.710405158 0.980755948 1.25774617 1.201437302
#> [118,] 0.90785007 1.147736990 1.193428250 1.26410716 1.067935783
#> [119,] -0.05835055 0.151158401 0.433092805 0.40919012 0.730711764
#> [120,] 0.16520332 0.322967335 0.387063529 -0.10689819 0.128934276
#> [121,] 0.40235438 0.321665752 0.134328709 0.11404019 0.664981658
#> [122,] -0.30789905 -0.030195473 -0.363469386 0.59069037 1.165102026
#> [123,] 0.20519507 0.015793787 0.191865303 0.75183545 1.201437302
#> [124,] -0.88577981 -0.872319565 -0.268427455 0.10047008 -0.176853606
#> [125,] -0.95056644 -0.911367050 -0.864677056 -0.29433536 0.521273601
#> [126,] -0.54465020 0.016661509 0.439485760 0.55888542 0.874419820
#> [127,] -0.59184046 -0.006333121 0.278383294 0.34939682 0.801749269
#> [128,] -0.71381529 -0.149073372 0.415618728 0.58348125 0.866662851
#> [129,] 0.70869117 1.099144564 1.139301231 1.17971803 1.190822502
#> [130,] 0.53832633 0.978097361 1.134186867 1.19413628 1.201437302
#> [131,] 0.47953846 0.830150779 0.842241923 1.03935219 1.201437302
#> [132,] 0.58911584 0.997187242 1.061307180 1.07836626 1.201437302
#> [133,] 0.87945593 1.355990243 1.290601166 1.04104845 0.986691740
#> [134,] 0.64350462 1.035367005 0.840963332 0.76116490 0.916062496
#> [135,] 0.56832014 0.624066830 0.683270443 0.62546378 0.861763713
#> [136,] 0.61031147 0.684807363 0.887418805 0.96726097 1.196129902
#> [137,] 0.68309645 0.941653041 1.300403696 1.22678936 0.976076940
#> [138,] 0.26078360 0.324268918 1.025080435 1.26410716 1.192863810
#> [139,] 0.58711626 0.851409965 1.106057865 1.26410716 0.946273849
#> V28 V29 V3 V30 V31
#> [1,] 0.466696884 0.11534490 0.006488630 -0.95296470 -1.67763652
#> [2,] -1.827480894 -0.94714652 1.137294108 -1.81369183 -0.55870926
#> [3,] 0.662304363 -0.22341397 1.834851223 1.23861881 1.57180761
#> [4,] -0.392162442 -1.60043516 1.134569276 -2.24899669 -1.67267553
#> [5,] 0.152774949 -0.75286494 0.159079249 -2.01793216 -0.91093908
#> [6,] 0.823799279 0.34776490 -0.214222801 0.47718825 0.36177866
#> [7,] -2.663022772 -1.12841617 -1.009873885 -1.66498227 -1.40793942
#> [8,] -0.871897340 -1.43621563 0.486059146 -1.66215867 -1.56669089
#> [9,] 0.935636667 0.39891525 -0.764638961 0.87249212 1.55421867
#> [10,] -1.307588169 -2.53594809 0.586877948 -1.64568768 -1.36283957
#> [11,] -1.386608409 -0.91798185 1.071898129 0.18776934 1.09239621
#> [12,] -1.012233831 0.20463367 1.134569276 0.74919496 1.32105245
#> [13,] -0.709538814 0.26475776 -0.345014760 0.19247534 -0.12214272
#> [14,] 1.081154814 1.55518231 -0.789162454 1.50686072 1.46852896
#> [15,] -1.786459458 -0.41634949 -0.097055004 1.15861683 1.38419224
#> [16,] 0.586306755 1.38961671 -0.783712789 1.75863164 1.89833052
#> [17,] -0.895214787 -0.69184347 0.472434984 -0.80990234 -1.53151300
#> [18,] -0.357186270 0.94272420 -0.374987917 0.33412589 -0.11582874
#> [19,] 0.826390106 0.93150702 -0.276893948 1.02637828 0.23144010
#> [20,] -0.574383978 -0.36250702 -1.026222879 -0.47295285 1.12982909
#> [21,] 0.453310942 -0.10989610 0.725844404 -0.41553967 0.36222966
#> [22,] 0.062095985 -0.41679818 0.292596040 -1.01367208 -1.14816429
#> [23,] 0.962408552 0.83144976 -0.625672505 0.63813340 0.57059096
#> [24,] 0.242158498 0.41820880 -0.598424180 0.23765292 -0.08155286
#> [25,] 0.673099478 1.55518231 0.238099391 1.75957284 1.79009088
#> [26,] 1.037110746 1.27654752 -0.568451023 1.26732540 1.01798146
#> [27,] -1.446197442 0.06778406 -0.102504669 1.30685579 1.36434830
#> [28,] -0.475932532 -1.56902705 -0.077981177 -2.38076465 -1.01015875
#> [29,] -1.121480392 -1.11181474 -0.527578536 -0.69225238 0.04653071
#> [30,] -0.825694249 -0.77036374 0.589602780 -0.63625100 -0.22812737
#> [31,] -0.257007606 -1.44743281 -0.320491268 -1.15626383 -0.04817897
#> [32,] 0.675690305 0.11489622 -0.939028240 -0.13882696 -0.39680080
#> [33,] 0.921818920 0.24501552 -0.459457724 0.20518154 0.49572521
#> [34,] 1.202923707 0.87003687 -0.824585276 0.82684394 0.75504934
#> [35,] 0.410130483 0.65332092 -0.685618820 0.61083861 0.62245579
#> [36,] 0.756869568 0.47070521 -0.565726191 0.34542029 0.34238572
#> [37,] 0.885547335 0.76010849 -1.020773214 0.51954224 0.36268066
#> [38,] 0.653668271 1.55518231 -1.094343691 1.54544991 1.19477287
#> [39,] -0.228076698 -0.08701305 0.205401401 0.10588497 0.91064382
#> [40,] 0.629487214 0.86734474 -0.786437621 0.84566793 1.36570130
#> [41,] 0.001643343 0.13060027 -0.295967775 0.26400652 0.91831080
#> [42,] -0.044127944 1.46409879 -0.666544992 1.93793019 2.03814005
#> [43,] -0.111057655 -0.44730891 -0.415860404 -0.58542621 -0.63943799
#> [44,] -0.510908704 -0.83766683 -0.974451062 -1.10261545 -1.03721866
#> [45,] -0.162010596 -0.43519436 -0.909055083 -0.92096391 -0.80901342
#> [46,] 0.921818920 0.10233297 -0.830034941 -0.57554362 -0.96145091
#> [47,] 0.137229983 -0.94804389 -0.274169115 -1.24144241 -0.39048682
#> [48,] 0.273680233 -0.94221096 0.110032264 -0.96943569 -0.13522168
#> [49,] -0.484568624 -1.37295072 0.137280589 -0.77507795 -0.17761554
#> [50,] -0.215554365 -1.59908910 -1.077994696 -1.62780488 -0.91770406
#> [51,] -1.082617979 -0.80536134 -1.001699387 0.12753256 -0.04411998
#> [52,] 0.740029189 1.11232799 -1.050746372 1.00331888 -0.29171815
#> [53,] -0.946167729 -0.10899872 -0.737390637 0.59766181 0.44115439
#> [54,] -0.395185074 1.05130652 0.401589339 1.25885460 0.24181306
#> [55,] -1.731620275 -0.68421578 -0.091605339 0.35106749 0.32750277
#> [56,] -0.862397639 -0.42891274 -0.007135533 -0.49460044 -0.13431968
#> [57,] -0.499249980 -0.79055466 1.437025681 -0.32047850 -0.35440694
#> [58,] -0.081694943 -0.66716567 -0.118853664 -0.05035418 -0.12304472
#> [59,] -1.232022366 -1.36352829 0.532381298 -0.68001678 -1.06518056
#> [60,] -0.377912891 -0.71696995 0.881159855 -0.11012037 -0.05449295
#> [61,] 0.290952417 1.55518231 -0.467632221 1.21461822 0.21745914
#> [62,] 0.654963685 1.55518231 -0.693793317 0.85084453 -0.08380785
#> [63,] 0.224886315 1.12264779 0.941106170 0.90825771 -0.11763274
#> [64,] -0.265211893 0.64434718 -1.088894026 0.76519536 0.22106713
#> [65,] -0.723788366 -1.17866914 0.453361156 -1.14167524 -0.42205672
#> [66,] -0.453046889 -0.57967165 7.175522880 -0.80190215 -0.59208315
#> [67,] -2.197105621 -2.74862585 2.998354691 -1.57698010 -1.37456553
#> [68,] -2.229922770 -2.01277875 2.295347912 -1.98028417 -1.01917872
#> [69,] -1.162501828 -0.95791501 0.063710112 -0.96425909 -0.89966412
#> [70,] -1.252317182 -0.89465011 0.131830924 -0.82731454 -0.85140728
#> [71,] -1.610714990 -1.53717026 0.769441724 -1.56615630 -0.74857962
#> [72,] -1.246271918 -1.07143289 0.197226903 -1.28614939 -0.94295997
#> [73,] 0.310383623 -0.11931853 -0.606598678 -0.74401836 -1.33036768
#> [74,] -1.949681592 -1.51338983 0.739468567 -0.99155389 -0.85185828
#> [75,] -1.099026553 -1.26840659 0.627750435 -1.40756415 -1.28165984
#> [76,] -0.076945092 -0.45852610 -0.426759734 -0.51436564 -0.49737346
#> [77,] -1.502763843 -1.51024902 0.058260447 -1.19344122 -1.33983865
#> [78,] -0.172373906 -0.41231131 -0.325940932 -0.87813932 -1.21581406
#> [79,] 0.224886315 0.23963127 -0.805511449 0.04894238 -0.52759036
#> [80,] 0.776732579 0.53217536 -0.552102028 -0.08047257 -0.34403398
#> [81,] 1.276762292 0.76324930 -0.944477905 0.06494278 0.14214239
#> [82,] 0.919228093 0.57300590 -0.508504709 0.06400158 -0.56908222
#> [83,] 0.477491999 0.13194633 -0.230571796 -0.14588595 -0.32734703
#> [84,] 0.034892296 -0.33872660 0.714945074 -0.31389010 -0.23534334
#> [85,] 0.045255606 -0.09598679 1.565092807 -0.10117897 -0.68814583
#> [86,] -0.687948585 -0.78561910 0.439736994 -0.67907559 -0.59929912
#> [87,] -1.058436922 -0.80850215 -0.832759773 -1.17226423 -1.02819869
#> [88,] -1.559330244 -0.76363343 0.551455126 -0.96943569 -0.88027118
#> [89,] -0.586906311 -0.90496991 2.614153312 -1.18261743 -1.05661159
#> [90,] -1.878433835 -0.88343293 1.199965255 0.29177191 -0.98264784
#> [91,] -1.532126555 -1.23699848 0.554179958 -0.31483130 -1.22257904
#> [92,] -0.373594845 -0.32616336 -0.459457724 0.49083564 -0.54202232
#> [93,] -0.371435822 -0.47737096 1.363455204 1.21979481 0.27563795
#> [94,] 0.858343646 1.02842347 0.251723553 1.56192091 1.34315138
#> [95,] 0.465401471 0.87183162 2.783092925 1.60333369 2.02325710
#> [96,] 0.599692698 1.12040436 0.535106131 1.28238459 2.08774988
#> [97,] 0.120389604 0.47429471 0.412488669 0.32800810 1.12171112
#> [98,] -0.044559748 -1.41871682 0.848461866 0.24612372 0.95213568
#> [99,] -0.441819970 -1.00188636 -0.249645623 -1.79957383 -1.81609305
#> [100,] -2.764065046 -1.71036354 -0.846383936 -1.06637926 -0.78195351
#> [101,] -1.708734632 -2.08770952 -0.696518150 -0.90449291 -1.23610899
#> [102,] -0.346822960 0.28584606 -0.026209360 0.20424034 -0.66424291
#> [103,] 0.642441352 0.75337818 -0.399511409 0.03764799 -0.93664599
#> [104,] 1.076836768 1.12444254 -0.941753073 1.53839091 1.71432313
#> [105,] 0.889865381 0.89471467 -0.413135572 1.50827252 2.08820088
#> [106,] 0.668349627 1.12264779 -0.704692647 1.93793019 2.08323990
#> [107,] 1.277194097 1.25366447 0.330743695 1.62921668 1.72604909
#> [108,] 0.900660496 0.95753088 -0.576625520 1.41650555 1.82120978
#> [109,] -1.020438118 -0.05605363 -0.609323510 0.71672357 1.37201528
#> [110,] -1.312338020 -1.20155219 -0.712867144 -0.14494475 1.02925643
#> [111,] 1.295761694 0.76863355 -0.843659103 -0.20753453 -0.75669760
#> [112,] 1.144198283 0.99297718 -0.372263085 0.17647494 -1.28211084
#> [113,] 1.295761694 1.05310127 0.028287290 0.33083170 -1.04623863
#> [114,] 0.710666477 0.30783174 -0.674719490 -0.48565905 -1.65508659
#> [115,] 0.609624203 -0.33244498 -0.048008020 -1.00143648 -0.69536180
#> [116,] 0.966726598 0.89067648 0.137280589 0.86590373 0.33607175
#> [117,] 0.235249625 -0.84035895 -0.840934271 -0.92143451 -0.53119835
#> [118,] 0.718870764 0.61114432 -0.222397298 0.21788773 0.14620138
#> [119,] 1.115267376 1.10200818 -0.113403999 0.44659926 0.48760724
#> [120,] 0.360472956 1.38423246 0.055535614 1.93793019 1.37968225
#> [121,] 1.083745641 0.81395096 0.020112792 -0.07153118 -0.29938513
#> [122,] 0.944704564 0.66005123 0.772166556 0.39106848 0.27293196
#> [123,] 1.216309650 1.09931606 -0.121578497 0.07811958 -0.04186499
#> [124,] 0.297861290 0.64928274 -0.039833522 1.26826660 1.91501746
#> [125,] 1.061723607 1.55518231 -0.879081926 1.19673542 0.22422412
#> [126,] 1.295761694 1.10200818 -0.704692647 0.27012431 0.42401645
#> [127,] 1.295761694 1.05624208 -0.557551693 0.29600731 0.47633228
#> [128,] 1.196014834 1.07822775 -0.124303329 0.53648383 0.66439865
#> [129,] 1.295761694 1.12264779 -0.424034902 0.24800612 -0.52759036
#> [130,] 1.067337067 0.76414668 0.213575898 0.17412194 -0.38146685
#> [131,] 1.183060696 0.85792231 -0.009860365 0.12659136 -0.32689604
#> [132,] 1.217173259 0.96470988 -0.159726151 0.23482933 -0.46445058
#> [133,] 0.999975551 0.80407984 -0.263269785 0.15576855 -0.56592524
#> [134,] 1.276330487 0.91625166 -0.075256344 0.08800217 -0.49286348
#> [135,] 1.295761694 0.61114432 0.169978579 -0.24047652 0.65177069
#> [136,] 1.295761694 0.70447127 -0.701967814 0.14918015 0.45739034
#> [137,] 1.295761694 1.14777428 -0.347739592 0.72001777 1.20153785
#> [138,] 0.560398480 0.22347853 0.175428244 0.59248521 0.84164105
#> [139,] 0.260726096 0.26430907 -0.789162454 1.16520523 1.17041895
#> V32 V33 V34 V35 V36
#> [1,] -7.743761e-01 0.492034267 1.5444171064 1.829778343 1.769459547
#> [2,] -6.167475e-01 -1.002907745 -0.7012827169 -1.006585502 0.159356481
#> [3,] 3.474065e-01 -1.061047027 -0.5425394332 0.141139655 -0.264668350
#> [4,] -1.684302e+00 -1.476599923 0.0169443683 -0.080874165 -1.006618734
#> [5,] -8.871465e-02 -0.437717683 -0.2854443324 -0.182074811 -0.583710738
#> [6,] 2.968550e-01 -0.470599735 -1.5791158211 -1.423155603 -0.985026600
#> [7,] -1.403512e+00 -1.130146992 -0.6969690407 -0.542553082 -0.039067781
#> [8,] -2.863249e-01 0.119847556 -0.3816393114 -0.332699029 0.132180175
#> [9,] 1.407608e+00 1.230689070 0.9128949125 0.928386542 0.825734397
#> [10,] -1.701306e+00 -0.736038913 -0.8444967664 -1.389814305 -0.821596486
#> [11,] 1.396579e+00 1.722966756 1.6837488473 0.853466684 0.784039243
#> [12,] 1.696671e+00 1.251657336 1.2834396971 1.399479472 1.643629527
#> [13,] 7.931783e-01 1.486597218 0.9780314230 0.726769751 1.403137832
#> [14,] 1.508252e+00 1.512330999 0.9426592782 0.709118475 0.745694592
#> [15,] 1.360733e+00 1.886900467 2.3588391707 2.403640922 1.938101556
#> [16,] 2.120384e+00 2.677975934 2.4502891058 1.576776728 0.578169417
#> [17,] -1.785405e+00 -1.644822597 -0.4334034257 -0.103232448 -0.702839751
#> [18,] 3.189138e-01 -0.361469445 -0.3842275171 -0.390752113 -0.568819611
#> [19,] -8.469864e-01 -0.299994303 -1.0144556082 -0.551182594 0.673844906
#> [20,] 1.521579e+00 0.522533562 0.0661202769 0.662048407 0.675706297
#> [21,] 1.089594e+00 0.016912435 -1.1675911128 -0.543337583 0.343261895
#> [22,] -1.088255e+00 -1.287885534 -0.2768169801 -0.388006359 -0.195796889
#> [23,] 4.099064e-01 0.257570936 0.5557225242 0.500048923 0.065170105
#> [24,] -4.416557e-01 0.604023866 2.0594700432 1.843899364 1.103453909
#> [25,] 1.510090e+00 1.340772464 0.7416419679 0.205468748 0.294865733
#> [26,] 1.107976e+00 1.648148172 2.0732738070 2.371868626 2.296233152
#> [27,] -9.514847e-02 -0.338118422 0.4854096023 1.139025096 1.324959418
#> [28,] 1.356597e+00 1.879275643 1.7613950187 1.492050606 1.382662533
#> [29,] 7.702004e-01 1.517096514 1.1095985467 0.796198101 0.610185340
#> [30,] 1.116529e-01 0.617843859 0.5785850080 0.582029292 0.564767403
#> [31,] 1.392264e-01 -0.502528685 0.1722367111 0.511031939 0.509297957
#> [32,] -6.172071e-01 -0.983369134 -1.4143333908 -1.059539328 -0.594506804
#> [33,] 1.603661e-01 -0.615471387 -0.9687306406 -0.865767549 -0.444106426
#> [34,] 3.216712e-01 -0.176567468 -0.7638310216 -0.963437940 -0.399805324
#> [35,] 9.296672e-01 0.877087868 0.9495611601 1.029979439 1.120578705
#> [36,] 3.855498e-01 0.327624004 0.4431355757 0.519661452 0.490311770
#> [37,] 2.917999e-01 0.226118538 0.5143112328 0.705195970 0.569607020
#> [38,] 8.676268e-01 0.657397633 0.6683094727 0.624000102 0.655603276
#> [39,] 4.995204e-01 0.879470625 1.9309224928 2.200062878 2.215448790
#> [40,] 9.057702e-01 1.170643583 2.0620582489 2.358532107 2.082545485
#> [41,] 4.981417e-01 1.197330466 2.0452349118 2.214576149 2.178220973
#> [42,] 2.089134e+00 1.702951593 1.1130494876 0.617724093 0.312362807
#> [43,] -1.026674e+00 -1.176372486 -0.8086932540 -0.302887986 -0.524890787
#> [44,] -1.323089e+00 -1.060570475 -0.7724583740 -0.593153405 -0.755330972
#> [45,] -1.027133e+00 -1.033407040 -0.7504586255 -0.284452209 -0.553183928
#> [46,] -6.112328e-01 -1.116326999 -0.8000659016 -0.511173037 -0.550205703
#> [47,] 1.479580e-01 -0.027406853 -0.4170114562 -0.554320599 -0.895679840
#> [48,] -1.296154e-01 -0.337165319 -0.3428162257 -0.647283983 -1.124630912
#> [49,] -4.039719e-01 -0.590690710 -0.4830107018 -0.835564255 -1.193130095
#> [50,] -9.209753e-01 -0.863278160 -1.0515532234 -1.112100904 -1.266468893
#> [51,] -5.027770e-01 -0.168466093 -0.2720719362 -1.106217146 -1.147712159
#> [52,] -1.364909e+00 -1.133959404 -0.6395971474 -0.324854018 -0.536803689
#> [53,] -2.483600e-02 0.008334508 0.0109052217 -0.840271262 -0.662261431
#> [54,] -6.397254e-01 -0.214691587 0.3534111110 -0.378200095 -1.062832737
#> [55,] -1.075566e-01 -0.163224027 -0.2095236315 -0.899108847 -0.868131256
#> [56,] -4.462512e-01 -0.056953045 -0.0313688050 -0.611196931 -1.011830628
#> [57,] -1.239449e+00 -1.153498015 -1.4574701526 0.037193255 1.263161242
#> [58,] -8.681261e-01 -0.624049314 -0.8496731778 0.562024513 1.360698122
#> [59,] -1.040920e+00 -1.022922908 -1.3811180841 -0.057731382 0.777710514
#> [60,] -1.134670e+00 -1.085351152 -1.2335903585 0.286664615 1.078138994
#> [61,] 7.121175e-02 0.514908738 0.1299626845 -0.812029221 -1.103038779
#> [62,] -2.628874e-01 0.956671966 0.4931742195 -0.504504777 -1.056504008
#> [63,] -8.299827e-01 0.611648690 0.9974429658 -0.088326926 0.304544966
#> [64,] -9.536040e-01 0.278062650 0.2209812520 -0.617865191 -0.193190942
#> [65,] 1.608257e-01 0.710771399 0.7593280402 0.973887608 1.418028959
#> [66,] -8.796150e-01 -1.537121961 -1.0912390443 -0.382907101 0.306406356
#> [67,] -1.102041e+00 -0.788936128 -0.8673592502 -0.472732481 -0.898658066
#> [68,] -5.445968e-01 -0.328587392 0.2045892825 0.460431616 -0.349920050
#> [69,] -5.763063e-01 -0.424850793 -0.7224197302 -0.682978785 -0.523773953
#> [70,] -5.032365e-01 -0.188957807 -0.0822701840 0.234103039 0.380861990
#> [71,] 8.086248e-02 0.434371537 0.4936055871 0.518484700 0.322042039
#> [72,] -5.147255e-01 -0.447725264 0.0712966883 0.047784020 0.164196097
#> [73,] -1.420516e+00 -1.157310427 -0.5817938865 -0.003993054 0.075966172
#> [74,] -1.183843e+00 -0.548754179 0.5466638042 0.805612115 0.626565579
#> [75,] -1.184762e+00 -0.243284676 -0.0085063212 -0.394282368 -0.503670932
#> [76,] -8.070048e-01 -1.429421325 -1.1115133224 -0.518233547 -0.168620583
#> [77,] -1.496802e+00 -0.438670786 0.0316108674 0.160752184 0.291887508
#> [78,] -1.436140e+00 -1.426562017 -1.5251948688 -1.276061641 -0.669334716
#> [79,] -8.175746e-01 -0.918081581 -1.2935504575 -0.999917242 -0.897168953
#> [80,] -6.567291e-01 -0.464404566 -0.8199088121 -1.061892832 -1.328639347
#> [81,] 2.656050e-01 -0.268065354 -1.0355926215 -1.147795706 -0.797026127
#> [82,] -4.545233e-01 -0.861848505 -1.6196643773 -1.080720859 -0.731877448
#> [83,] -4.366005e-01 -0.978603620 -1.3668829527 -1.201534033 -0.829786605
#> [84,] -5.331078e-01 -1.258339342 -1.2599037832 -0.804968711 -0.832020274
#> [85,] -8.465268e-01 -1.139201470 -0.2919148467 -0.077736161 -0.529730404
#> [86,] -7.881629e-01 -1.244042797 -0.9592405530 -1.036788796 -0.806333081
#> [87,] -1.521618e+00 -1.721070835 -1.1059055433 -0.799477203 -0.597857308
#> [88,] -1.388806e+00 -1.594308140 -1.0597492081 -0.771235162 -0.721081381
#> [89,] -8.961591e-01 -0.493950758 -0.4101095743 -0.438998932 -1.009969237
#> [90,] -4.563615e-01 0.610695587 1.1475588971 1.864688644 1.784350674
#> [91,] -4.384388e-01 0.330006762 0.9271300439 1.111175306 1.348040664
#> [92,] 6.413984e-03 1.764426735 2.0430780737 2.403640922 2.031915654
#> [93,] 5.303108e-01 0.475354965 0.9862274077 1.814088321 1.731859453
#> [94,] 8.014504e-01 -0.938096743 -0.4748147171 0.063081793 -0.354015109
#> [95,] 1.703104e+00 0.130331689 0.0350618083 0.423560063 -0.760170588
#> [96,] 2.242167e+00 1.450379306 1.2644595218 1.348486898 0.141487129
#> [97,] 1.092351e+00 0.388146043 0.8606994307 1.051160969 0.096813749
#> [98,] 1.798233e+00 1.224017350 0.5552911566 -0.357803065 -1.135426979
#> [99,] -9.384385e-01 -0.848505064 0.0044347074 -0.217769613 -0.754958694
#> [100,] 2.600903e-01 -0.072679244 -0.9152410558 -1.384715048 -0.470910453
#> [101,] -3.423910e-01 0.046935179 -0.6766947627 -0.794377946 0.002255095
#> [102,] -6.397254e-01 0.108410320 -0.0757996697 -0.569226120 -1.046080219
#> [103,] -7.036041e-01 -0.573534856 -0.8945354101 -0.951670423 -1.041985160
#> [104,] 1.744924e+00 1.473253777 1.1876760857 1.009974660 1.163390694
#> [105,] 2.305586e+00 1.756325360 1.1544607790 1.071557999 1.165252085
#> [106,] 1.664961e+00 1.107262235 0.8710522535 1.162167879 1.495462817
#> [107,] 1.562939e+00 1.323140059 1.0453247715 0.982909371 1.070321152
#> [108,] 1.945292e+00 1.484691013 0.9633649239 0.933878050 1.151850071
#> [109,] 1.898417e+00 2.817128968 2.4024073002 1.130787834 0.056235429
#> [110,] 1.957700e+00 2.543111863 2.0529995290 1.098623288 0.349962902
#> [111,] -1.568034e+00 -1.185903516 0.0872572902 1.060574983 1.353624836
#> [112,] -6.176666e-01 -0.211355727 0.4509001928 1.557556450 2.087385101
#> [113,] -1.168677e+00 -0.657407918 0.3823127414 1.299063327 1.658520654
#> [114,] -6.149093e-01 0.298554363 0.8926206344 1.651696586 2.276874687
#> [115,] 1.608257e-01 1.146816009 1.2657536247 0.703626967 0.533868316
#> [116,] 4.140425e-01 1.303601448 0.9719922763 0.463569621 -0.065499531
#> [117,] 1.769102e-01 0.074575165 -0.3760315324 -1.223892316 -0.323488300
#> [118,] -1.070970e-01 -0.726984435 -0.4627364237 -0.111469710 0.201796192
#> [119,] 5.473145e-01 0.462011523 0.2196871492 -0.577071132 -0.874459985
#> [120,] 5.831600e-01 0.629281095 0.4405473700 -0.299749981 -0.319020962
#> [121,] -1.983706e-05 0.072192408 -0.3497181076 -1.014038263 -0.847655957
#> [122,] 1.398417e+00 0.929031980 -0.6003426941 -1.381969294 -0.727782388
#> [123,] 4.972226e-01 0.237079222 -0.4566972771 -1.215262803 -0.560257213
#> [124,] 1.249980e+00 0.363365366 -0.2405821001 -0.967360445 -0.970507752
#> [125,] 2.325168e-01 0.529681834 0.0005523988 -0.757898643 -0.832020274
#> [126,] 3.031103e-02 -0.520161090 -0.7215569950 -0.786925185 -1.054270339
#> [127,] 7.994336e-02 -0.543512113 -0.9652796996 -0.935195899 -1.099315997
#> [128,] 3.584359e-01 -0.088405443 -0.4131291476 -0.904992605 -1.030816815
#> [129,] -6.346703e-01 -0.976220862 -0.9980636386 -0.824973490 -0.973113699
#> [130,] -4.963431e-01 -0.681712044 -0.7638310216 -0.895970842 -1.188662757
#> [131,] -5.165637e-01 -0.581159680 -0.8410458254 -1.045810559 -1.296623425
#> [132,] -4.811777e-01 -0.597362431 -0.6702242484 -0.608451177 -0.928440319
#> [133,] -6.741923e-01 -0.975267759 -0.7664192274 -0.646891733 -0.903497682
#> [134,] -8.387143e-01 -1.164458699 -1.2193552271 -1.143873200 -1.367728555
#> [135,] 1.018362e+00 0.414832926 -0.7728897416 -1.130536681 -1.235942084
#> [136,] 5.781049e-01 0.034068289 -1.0761411776 -1.185844011 -1.171165683
#> [137,] 1.299612e+00 0.579243189 -0.7918699169 -1.154856216 -0.914666027
#> [138,] 3.088036e-01 -0.716976854 -1.2931190899 -1.214478302 -1.262001555
#> [139,] 1.277375e-01 -1.131100095 -1.0429258710 -0.875181562 -0.701722916
#> V37 V38 V39 V4 V40
#> [1,] 1.27961541 1.277816778 0.873582194 -0.645133930 -0.150771753
#> [2,] 0.11004407 -1.040228397 -0.661707722 0.385056818 -0.575103504
#> [3,] 1.04381804 1.580910383 1.087325424 1.227162948 0.931986913
#> [4,] -0.67594716 0.281149338 0.549503917 -0.405753507 -0.259321736
#> [5,] -0.45161216 -0.272605898 -0.740871881 -0.072330775 -0.124456606
#> [6,] -0.80735507 -0.895810504 -1.227731461 -0.937947483 -1.407320038
#> [7,] -0.07540073 -0.795545851 -1.082762095 -0.553228946 -1.058096104
#> [8,] 0.79205522 0.372675328 1.148677648 -0.127901231 1.095908351
#> [9,] 0.87966050 0.884576971 -0.125370542 -0.493383840 -0.813036294
#> [10,] -0.96373458 -0.401386185 -0.003160871 2.614287005 0.096480985
#> [11,] 1.15393869 1.821453563 1.538066357 1.588370908 1.259281558
#> [12,] 2.18841778 3.072922000 2.758678739 -0.292475271 2.215946809
#> [13,] 2.10654370 2.728894660 3.231684591 -0.452774661 3.441794089
#> [14,] 0.71959666 0.162487502 -0.746314417 -0.925123531 -1.180351892
#> [15,] 0.79819578 -0.129567793 -0.415309276 -0.717802987 -0.349231822
#> [16,] -0.34722270 -0.628131477 -0.892273336 -0.955046084 0.047140084
#> [17,] -1.26503122 -0.837859374 -0.382159284 1.156631217 -0.569621181
#> [18,] -1.13485142 -1.249036435 -1.053075535 -0.245454117 -1.322892273
#> [19,] 0.45637146 -1.076102906 -0.789359929 0.128577794 -1.243398599
#> [20,] -0.91297265 0.235616308 0.709316563 0.154225696 0.718724573
#> [21,] 0.74334014 -0.077595748 -0.513769699 0.688556997 -0.641987836
#> [22,] -0.39266282 -0.588117602 -0.386612268 0.128577794 -0.932002689
#> [23,] -0.93630676 -1.337342918 -1.147082974 -0.647271255 -1.035070350
#> [24,] -0.04920103 -0.077595748 -0.235210813 -0.008211019 -0.230813660
#> [25,] -0.24856443 -0.796465710 -0.740377105 -0.138587857 -1.193509466
#> [26,] 2.39596860 2.331515488 1.695899900 -0.363007003 0.985165440
#> [27,] 1.02171204 1.711530389 2.806177235 -0.576739523 3.267456238
#> [28,] 1.09990179 -0.730695778 -0.129328750 0.203384176 1.087684868
#> [29,] 0.54479548 0.350598708 0.478750949 -0.606662076 1.635917104
#> [30,] 0.28402651 -0.405985481 -0.975890479 -0.121489255 0.452831939
#> [31,] 0.48298054 0.728200908 0.705358355 -0.422852109 0.789994764
#> [32,] -0.55272666 -0.249609418 -0.429657780 -0.595975450 -0.863473660
#> [33,] -0.34026341 -0.050459902 -0.224325741 -0.955046084 -0.624444405
#> [34,] -0.38324730 -0.098752510 0.106184624 -0.563915572 -0.491223972
#> [35,] 1.09990179 0.827085772 0.352583070 -0.762686816 0.139243100
#> [36,] 0.41379694 0.085679259 -0.659233842 -0.713528336 -0.618962083
#> [37,] 0.64590998 0.194682574 -0.443016732 -0.469873263 -1.001079951
#> [38,] 0.40724701 0.067742005 0.102226416 -0.963595385 -0.091014439
#> [39,] 1.71927926 1.377161571 1.277814183 -0.478422564 1.715410778
#> [40,] 1.38932669 1.110402404 1.333229094 -0.908024930 1.997750379
#> [41,] 1.69717326 1.588269257 1.609808876 -0.461323962 2.028999617
#> [42,] 0.45555272 -0.612493871 -1.226247134 -0.219806214 -0.836610280
#> [43,] -1.02677763 -1.350220947 -1.310853829 -0.790472044 -0.947353192
#> [44,] -1.21877236 -1.240757702 -0.658244290 -0.856729125 -0.310855566
#> [45,] -1.13444205 -1.182346643 -0.995186743 -0.260415393 -0.575651736
#> [46,] -0.58015448 -0.790026696 -1.388533660 -0.279651320 -1.590977837
#> [47,] -0.41968127 -0.489232739 -0.781443513 -0.576739523 -0.840996138
#> [48,] -0.35786633 -0.658026901 -1.219815046 -0.147137157 -1.072898374
#> [49,] -0.97192199 -0.995615226 -1.149062078 0.064458038 -0.662272429
#> [50,] -1.02063707 -0.894890644 -0.913548704 -0.437813385 -0.857991337
#> [51,] -1.30474016 -1.314346438 -0.733945017 -0.104390653 -0.466005289
#> [52,] -0.91215391 -0.580758729 -0.348019740 -0.286063296 -0.125553070
#> [53,] -0.48968362 -0.910528251 -0.788865153 -0.042408222 0.072358767
#> [54,] -0.62354775 -0.741274159 -1.370721724 -0.809707970 -0.950094353
#> [55,] -0.58793252 -0.668145352 -1.075835231 -0.583151499 -0.341556571
#> [56,] -0.92279754 -1.128994810 -0.301016021 -0.339496426 0.087709270
#> [57,] 1.53629068 0.087518978 -1.280672493 0.673595721 -0.180376294
#> [58,] 1.72296360 0.508354560 -0.871492744 -0.653683231 0.268077675
#> [59,] 0.51613955 -0.446919216 -1.077814335 0.109341867 0.123344365
#> [60,] 1.16949477 -0.530166473 -0.606787586 0.021711534 1.056983863
#> [61,] -1.24087837 -0.649748169 -0.304974229 -0.957183409 -0.474777005
#> [62,] -1.07221775 -0.474514992 0.149724912 -0.600250100 -0.506574474
#> [63,] 1.14329506 1.451210236 1.159067944 0.641535843 0.128278455
#> [64,] 0.37408801 1.040493105 1.653843940 -0.786197393 1.280114383
#> [65,] 1.36599258 1.314151216 1.089304528 1.626842761 1.427040622
#> [66,] 0.06501333 0.024508623 0.309537558 8.025994420 0.637037970
#> [67,] -1.02063707 -0.595936406 -0.684467418 1.539212428 -1.530672291
#> [68,] -0.77173985 -0.315379351 0.010198081 2.114152908 -0.595388096
#> [69,] -0.14949678 0.522612377 0.236310711 1.254948176 -0.166670488
#> [70,] 0.47069943 0.618737664 0.354067398 0.660771770 0.677607155
#> [71,] 0.27338288 0.484438221 0.544061381 0.233306729 0.775192493
#> [72,] 0.39537527 0.506054912 0.771658339 -0.260415393 0.225863793
#> [73,] -0.13025637 -0.467616048 0.035926433 1.126708664 0.549869044
#> [74,] 0.38882534 0.027728130 0.018609273 1.094648786 -0.461071199
#> [75,] 0.02162006 -0.002167294 0.289746519 -0.598112775 0.958302060
#> [76,] -0.30628566 -0.541204783 -0.450933148 -0.266827369 -0.480807559
#> [77,] 0.05641655 0.194222644 0.327349494 0.716342225 0.260402424
#> [78,] -0.59202622 -0.035282225 0.457475581 -0.283925970 -0.043866467
#> [79,] -0.53880807 -0.034362366 0.376827094 0.712067574 0.431450881
#> [80,] -0.92689124 -0.385748579 -0.762147249 0.513296331 -1.050420852
#> [81,] -0.30382944 0.032787355 -0.078366823 -0.568190222 -0.040577074
#> [82,] -0.48845550 -0.218794135 -0.463302547 -0.144999832 -0.166670488
#> [83,] -0.38488478 -0.396786889 -0.592439082 -0.559640922 -0.332784855
#> [84,] -1.04356182 -0.864995221 -0.589470427 0.831757786 -0.537275479
#> [85,] -0.47208069 -0.350793930 -0.635979370 -0.172785060 -0.591550471
#> [86,] -0.72179665 -0.865915080 -0.747303969 -0.621623353 -0.213270228
#> [87,] -0.93958173 -0.646988591 0.105689848 0.553905509 0.232990812
#> [88,] -0.76027747 -1.091280583 -0.172374262 0.053771412 -0.007134907
#> [89,] -0.74062769 -0.074836171 0.210582359 2.084230355 -0.155157611
#> [90,] 1.75284764 2.620351275 2.795292163 -0.322397824 1.681420379
#> [91,] 1.55143738 2.057397447 1.786443907 0.211933477 1.228032320
#> [92,] 2.38245937 2.752351070 2.046696081 0.701380948 0.971459634
#> [93,] 1.98700753 2.675542827 2.244111703 1.549899054 1.021348767
#> [94,] -0.19616501 0.106376091 -0.312890645 -0.591700800 -0.870052447
#> [95,] 0.03512928 0.204341095 -0.166436950 2.426202388 -1.421025844
#> [96,] -0.81308626 -0.689762044 -0.888809904 -0.200570287 -0.032353590
#> [97,] -0.97355947 -0.033902436 -0.034826535 0.252542656 -0.912814561
#> [98,] -1.06280223 0.286208564 1.410414150 1.331891883 0.275204694
#> [99,] -0.87490120 -0.529246614 -0.598871170 0.660771770 -0.481904024
#> [100,] 0.11086282 0.089818626 -0.258960061 -0.136450531 -0.690232273
#> [101,] 0.31309181 0.141330741 -0.325754821 -0.604524751 -0.629926727
#> [102,] -1.31620253 -1.138193402 -1.356373220 0.081556639 -1.035618582
#> [103,] -1.09637060 -1.141872839 -1.129765814 0.158500347 -0.807005739
#> [104,] 1.09498935 0.743838514 0.478256173 0.096517916 0.669383672
#> [105,] 1.38032054 1.201928394 1.284741047 -0.591700800 1.756528196
#> [106,] 1.84945906 1.889063214 1.542519341 0.015299558 1.474188594
#> [107,] 0.98937177 0.573204633 -0.023941463 0.367958217 0.624428628
#> [108,] 1.54365935 1.362443824 1.260497023 -0.602387426 1.699512043
#> [109,] -0.94858788 0.142710529 1.572700677 -0.262552718 2.794331818
#> [110,] -0.82700486 -0.722417045 0.212561463 -0.046682873 1.200072476
#> [111,] 1.79992524 1.919878497 1.789907339 -0.912299580 0.928697519
#> [112,] 1.89489918 1.328409034 0.660828516 -0.670781832 -0.008231372
#> [113,] 1.62512406 1.461328688 0.757309835 0.246130680 0.253823637
#> [114,] 2.14256829 1.422234672 0.543566605 -0.311711198 -0.173797507
#> [115,] 0.61152286 0.260452506 0.289251743 0.265366607 0.394171089
#> [116,] 0.09940044 0.227337575 0.089857016 0.404292745 -0.135969483
#> [117,] 0.20706487 -0.068397156 -0.155551878 -0.846042499 -0.211077299
#> [118,] 0.49403354 0.550668083 0.290736071 -0.382242930 0.017535543
#> [119,] -0.73448714 -0.725176623 0.073529408 -0.925123531 0.549320812
#> [120,] -0.54126429 -1.084841569 -0.440542852 0.090105940 0.114572649
#> [121,] -0.61576971 -0.422542947 0.987380673 -0.679331133 1.178143187
#> [122,] -0.21581479 0.662890905 1.275835079 -0.856729125 0.677058923
#> [123,] -0.80408011 0.294027367 1.454449213 -0.538267670 1.193493689
#> [124,] -0.87326372 -0.689302114 0.211571911 -0.401478857 1.376055024
#> [125,] -0.63705697 -0.727936200 -1.062971055 0.122165818 -0.424887871
#> [126,] -0.71115302 -0.724716693 -0.358904812 -0.063781474 -0.335526017
#> [127,] -0.73530588 -0.890751278 -0.382654060 0.111479192 -0.533437854
#> [128,] -0.55927659 -0.494751894 -0.218388429 -0.813982621 -0.475325237
#> [129,] -1.15695743 -1.093580231 -1.264839661 -0.125763905 -1.421574076
#> [130,] -1.07180838 -0.744493666 -0.970942720 -0.553228946 -0.952287282
#> [131,] -1.22245670 -0.945942830 -1.041695687 -0.234767491 -1.061933729
#> [132,] -1.17619784 -1.203963334 -0.860112896 -0.606662076 -0.846478460
#> [133,] -1.24660955 -1.242137491 -0.871492744 -0.920848881 -0.854701944
#> [134,] -1.17251350 -1.095879879 -1.129765814 0.130715119 -1.037263279
#> [135,] -0.76068684 -0.616173308 -0.641916682 0.724891526 -1.047679691
#> [136,] -1.06321160 -0.877413320 -0.742850985 -0.709253686 -0.997242325
#> [137,] -0.98543121 -0.962500295 -0.697331594 0.117891168 -1.465980887
#> [138,] -0.81636122 -0.687922325 -0.904642736 0.211933477 -1.189671840
#> [139,] -0.37301304 -0.738514581 -1.097605375 -0.506207792 -1.234078651
#> V41 V42 V43 V44 V45
#> [1,] -1.33932949 0.05572523 0.24994372 1.52112825 0.417569535
#> [2,] -0.67880736 -1.23352440 -0.72199907 -0.41127902 -0.871249693
#> [3,] 1.00824786 -0.08574285 -0.22510697 0.02549797 0.079413995
#> [4,] -0.97558835 -0.30968626 -0.39574299 -0.55172414 0.101745021
#> [5,] -0.17717372 -0.57085811 -0.23056732 -0.80026054 -0.639007020
#> [6,] -1.27690901 -0.75356385 -0.58822043 -0.59069583 -1.030118994
#> [7,] -1.03687391 -1.08690161 -0.72882451 -1.00614868 -0.834882022
#> [8,] 0.14854767 0.03739738 -0.07358218 0.08138189 -0.530542036
#> [9,] -0.49211340 -0.40418923 -0.17186853 -0.30098180 -0.404212230
#> [10,] 0.10258350 -1.08861984 -0.81414252 -0.59290177 -0.542664593
#> [11,] 0.68025663 -0.54164810 -0.56910919 0.24976898 -0.053296104
#> [12,] 2.23168918 1.81061678 1.47374527 1.06743902 -0.315526155
#> [13,] 3.47555902 2.96355303 2.14400357 0.47845188 1.544329315
#> [14,] -1.26215508 -0.48437357 0.15302246 0.51448230 0.226160739
#> [15,] 0.25409502 0.62102483 -0.60323640 0.02990985 -0.258103516
#> [16,] 0.52193561 0.78368449 0.61169209 0.59610224 0.485838672
#> [17,] 0.17294840 -0.20487387 -0.50699768 -0.46201574 -0.274692278
#> [18,] -0.76052144 -1.00442629 -0.55682340 -0.21053808 -0.561167443
#> [19,] 0.25579739 0.57749618 0.14141921 -0.81570215 -0.362740324
#> [20,] -0.17830864 -0.72779032 0.70315299 0.34683053 -0.665166223
#> [21,] -0.67597007 -0.23408388 -0.98546109 -1.08409205 -0.875077869
#> [22,] -1.24115910 -1.37613798 -1.18954177 -0.89070426 -0.765336826
#> [23,] -0.88763223 -0.56112144 0.12913341 -0.17083108 -0.848918667
#> [24,] -0.07276129 0.49101165 1.31266487 0.20050289 -0.783839676
#> [25,] -0.96310426 -0.56283967 0.18373694 -0.35465978 -1.143688213
#> [26,] 0.02654401 -0.55424849 -0.90287325 -1.09291583 -0.260655633
#> [27,] 2.76964019 2.58325017 3.59987012 4.09914190 2.566452287
#> [28,] 1.33340179 1.19548835 1.05466320 1.24244394 -0.214079493
#> [29,] 2.45470052 2.23158456 2.61291136 1.39686005 0.781884277
#> [30,] 0.70182007 1.33466545 1.19936255 0.21447387 -0.255551399
#> [31,] 0.75232391 0.07806230 -0.11112211 -0.91055776 -1.206853116
#> [32,] -0.77016824 -0.56799438 -0.47969592 -0.56128324 -0.688135278
#> [33,] -0.74803735 -0.12297130 -0.23056732 -0.28406956 -0.327648712
#> [34,] -0.96480664 -0.04679617 -0.17459871 -0.47525141 -0.333390976
#> [35,] -0.20497921 -0.69113462 -0.77523751 -0.38995489 -0.492260277
#> [36,] -0.51254192 -0.97120706 -1.30284409 -1.24659662 -0.870611664
#> [37,] -1.01133826 -1.32058168 -0.94792116 -1.17968297 -1.238116553
#> [38,] -0.20895142 -0.62755989 -0.58276007 -0.51201715 -0.421439022
#> [39,] 1.46391733 1.18918815 0.64650183 -0.19950836 -0.543940652
#> [40,] 1.57797656 1.43775960 0.83624909 -0.13994786 -0.302765568
#> [41,] 1.79588077 1.38506703 0.91678929 0.06667559 -0.296385275
#> [42,] -0.65667647 -0.62011420 0.09637130 1.21964919 1.127696169
#> [43,] -0.35705818 -0.47062768 -0.59504587 -0.91570497 -0.731521272
#> [44,] 0.06456376 0.17428351 -0.12545553 -0.52010561 -0.564357590
#> [45,] -0.14255873 -0.13156248 -0.32475841 -0.91129308 -0.673460604
#> [46,] -1.35181358 -1.40248426 -1.27076452 -1.29145082 -1.032033082
#> [47,] -1.14923077 -1.24154283 -1.09466814 -0.68040423 -0.531818095
#> [48,] -1.23491706 -1.39561132 -1.06873147 -0.53554722 -0.407402377
#> [49,] -0.91146550 -1.10981142 -1.42024167 -0.67599234 -0.549682915
#> [50,] -0.99601687 -1.31542698 -1.15814474 -0.59290177 -0.737263536
#> [51,] -0.67710499 -1.19858694 -1.56971883 -1.03629659 -0.850832755
#> [52,] -0.71512473 -1.53536116 -1.43867036 -0.76423012 -0.418248875
#> [53,] -0.51197446 -0.39101609 -0.81004726 -0.77820110 -0.025860843
#> [54,] -0.73158104 -0.31254999 -0.51723584 -0.89438084 0.147045103
#> [55,] -0.35705818 -0.40533472 -1.19363703 -0.42745594 -0.202594965
#> [56,] -0.12553497 -0.01300420 -0.50904531 -1.17894766 -0.482689837
#> [57,] 0.75459374 0.65138033 -0.01283576 -0.13774192 0.204467742
#> [58,] 0.91461714 0.84267725 0.40624631 0.03505706 0.398428655
#> [59,] 0.63542738 0.13648232 -0.52883909 -0.31348215 -0.193662554
#> [60,] 1.16600142 0.74702879 -0.03877243 -0.58481331 -0.132411740
#> [61,] -0.05743990 0.05973445 -0.49539443 -1.00908994 -1.053726079
#> [62,] -0.54999420 0.11700898 -0.16913835 -0.48775176 -0.791496028
#> [63,] -0.32811778 -1.19343223 -1.67824334 -1.60837150 -1.267465901
#> [64,] -0.22257043 -0.26844860 -0.45785450 -0.94805882 -0.925482185
#> [65,] 2.06428881 1.18002422 0.87174138 0.45345117 -0.002891788
#> [66,] 0.41582080 -0.01472244 -0.54999796 -0.17377234 0.526034519
#> [67,] -0.88366002 -0.55081202 -0.62098254 -0.41274965 -0.815741142
#> [68,] -1.09872693 -1.31370874 -1.14585895 -1.07747422 -1.009064026
#> [69,] -0.63738287 -0.54737555 -0.17732888 -0.83187908 -0.901875101
#> [70,] 0.67741934 0.55859559 0.95842448 0.45198054 -0.448874283
#> [71,] 0.47086431 0.33637042 0.07179971 0.24976898 0.096002757
#> [72,] 0.18373012 0.36271670 0.02333908 0.34021270 -0.152190649
#> [73,] 0.83630782 0.72812819 0.62193025 0.24315114 0.073033702
#> [74,] -0.67880736 -0.05882382 0.35573805 -0.11053527 -0.530542036
#> [75,] 0.67458204 0.52938558 -0.09474105 -0.54216505 -0.618590082
#> [76,] -0.29293533 0.07691681 0.09364112 -0.19289053 -0.466101074
#> [77,] 0.85673634 0.87532373 0.26973750 0.45639243 0.260614322
#> [78,] -0.54431961 -0.59262243 -0.98887381 -0.49657553 -0.356998061
#> [79,] 0.22004749 0.52537636 0.35778568 -0.30024649 -0.288090894
#> [80,] -0.41210170 -0.40304374 -0.39028264 -0.60099024 -0.389537556
#> [81,] 0.06115900 -0.03476852 -0.27561523 -0.08700520 -0.230668255
#> [82,] 0.27963067 -0.10922541 -0.40393352 -0.02009155 -0.452064429
#> [83,] -0.26172509 -0.47864612 -0.26059926 -0.30907026 -0.553511091
#> [84,] -0.05233277 0.08149877 -0.76977715 -0.77011264 -0.431647491
#> [85,] 0.11563505 0.02766071 -1.46801976 -0.69805179 -0.084559541
#> [86,] -0.36103040 -0.85780349 -1.08511252 -0.07009296 -0.311059950
#> [87,] -0.28442345 -0.88300429 0.14073666 0.29388786 -0.378691058
#> [88,] -0.71966440 -0.71805365 0.28407092 -0.10318212 -0.588602704
#> [89,] -0.89046952 -0.15962699 0.64513675 -0.31936467 -0.834243993
#> [90,] -0.03417409 -1.04852767 -0.87488894 0.37256655 2.059218977
#> [91,] -0.06141211 -0.68254344 -0.30018682 0.03211580 1.425655862
#> [92,] -0.44444685 -0.41278041 -0.53907725 0.50345258 1.523274348
#> [93,] 0.48448332 0.99216377 1.45190386 1.69392722 2.315706764
#> [94,] 1.70168260 2.11589002 2.29825853 1.54318769 1.855049595
#> [95,] 1.39638972 2.41429031 1.24850572 0.64389770 2.455435185
#> [96,] 2.30659375 3.15542270 1.97405009 1.62921952 2.846547159
#> [97,] 1.27041385 3.00765442 3.45244059 2.44174237 2.470109860
#> [98,] 0.59797509 1.18632442 1.46282457 1.45347929 2.202137545
#> [99,] 0.45611038 -0.40877119 -1.14722404 -0.92820532 0.256148117
#> [100,] -0.72136678 -1.07143749 -1.27554233 -1.01056057 -0.953555476
#> [101,] -1.03517153 -0.22778368 -0.31929805 -0.79952523 -0.831053846
#> [102,] -0.46828012 -0.45802729 -1.10900157 -0.50392868 -0.198766789
#> [103,] -0.31336385 -0.29307665 -0.97181020 -0.34289474 0.019439239
#> [104,] 0.95093451 0.94806238 1.27239477 2.01011258 1.737652200
#> [105,] 1.68579375 1.02538300 1.67373069 2.62851232 1.930975084
#> [106,] 0.88681166 0.35756200 0.91201149 2.03143671 1.522636318
#> [107,] 0.82552610 0.74130134 1.18912439 1.74245800 1.255940062
#> [108,] 1.54733378 1.27624543 1.75290581 2.63586547 2.501373297
#> [109,] 2.72027127 1.53512630 0.10592691 -0.34142411 0.527948607
#> [110,] 1.30900106 0.55286814 -0.14934458 -1.00835463 -1.015444320
#> [111,] -0.29236787 -0.59147694 0.18373694 1.34465270 1.364405047
#> [112,] -0.11134849 -0.28391272 0.46562765 1.10714602 0.637689651
#> [113,] 0.36191220 0.25446784 0.72704204 1.08214532 0.548365546
#> [114,] -0.12950718 0.34667984 1.28058529 1.73142828 1.259130209
#> [115,] -0.15050316 -0.65619716 -0.39847317 0.05858713 -0.261293662
#> [116,] 0.44135645 0.62847051 0.67858141 -0.06715170 -0.609657672
#> [117,] -1.32173826 -0.49411024 0.68267667 1.80790102 1.518170113
#> [118,] -0.53864502 -0.88930449 -0.32407586 -0.45392728 -0.846366550
#> [119,] 0.07875023 -0.37898844 -0.85509517 -1.42086623 -1.077333164
#> [120,] 0.33126942 0.65596229 0.53319952 -0.92747000 -0.519057508
#> [121,] -0.78265234 -0.18883700 0.65264473 1.69613317 1.682781678
#> [122,] 1.23466395 2.54430349 2.52827589 2.55571616 2.400564664
#> [123,] -0.31166148 0.93546199 0.91337657 1.56965903 1.853773536
#> [124,] 1.76921020 1.34039290 2.08393969 2.08805595 3.220432341
#> [125,] 0.48051111 0.98070886 1.01029783 -0.11568247 0.014973033
#> [126,] -0.19987208 0.25618608 -0.52815655 -1.11203401 -0.510763127
#> [127,] -0.51083954 0.02365150 -0.73838013 -1.10468087 -0.843814432
#> [128,] -0.24526879 0.23900372 -0.23671022 -0.87967454 -0.888476485
#> [129,] -1.30414704 -0.95574294 -0.37526667 0.03064517 0.138112692
#> [130,] -1.40969439 -0.80625642 -0.08723306 0.20638540 -0.016928433
#> [131,] -1.42444832 -0.88185880 -0.27151997 -0.09803492 -0.069246837
#> [132,] -1.38018653 -1.29881736 -0.67080826 -0.32745313 -0.275330308
#> [133,] -1.14866331 -0.96318863 -0.55955357 -0.19950836 0.062825232
#> [134,] -1.13334192 -0.98323471 -0.33772674 0.05049867 -0.110080713
#> [135,] -0.66291852 -1.23237891 -1.24278021 -0.58554862 -0.860403195
#> [136,] -0.94721541 -0.97407079 -0.32885367 -0.62378499 -0.691963454
#> [137,] -0.74236276 -1.09549279 -0.89400018 -0.36274824 -0.658785929
#> [138,] -1.34954375 -0.78449210 -0.61893491 -0.47010420 -0.425905227
#> [139,] -1.14809585 -0.37841569 0.03152961 -0.23921536 -0.349341709
#> V46 V47 V48 V49 V5
#> [1,] -0.182264358 -0.25053457 0.672086544 -0.402448402 0.366694116
#> [2,] -1.013476170 -0.83032758 -0.281989003 -0.332640458 0.785068982
#> [3,] -1.032447192 0.07998084 -0.278814043 -1.081733402 0.403233406
#> [4,] 0.502097691 -0.16818393 -1.056679298 -0.665570655 0.739394870
#> [5,] -0.263066859 0.20350680 0.387927604 0.655410450 -0.194183980
#> [6,] -0.672700406 -0.45529832 -0.645521949 -1.183760397 -1.034587642
#> [7,] -0.690266167 -0.08249475 -0.361363009 -1.022665141 -0.747754219
#> [8,] -0.647405711 -0.72905855 -0.955080571 -0.222558699 -0.285532204
#> [9,] -0.191398554 -0.58661420 -0.710608633 -0.558173817 -0.623520634
#> [10,] -0.793552842 -1.33889842 -1.018579775 -0.431982533 3.309933898
#> [11,] -0.001688335 -0.74797694 -1.128115903 -0.260147592 1.881247672
#> [12,] -0.301711533 0.03324128 0.441901928 0.121111182 -0.539480268
#> [13,] 2.713275690 3.39960187 3.151730479 3.888055269 -0.185049158
#> [14,] 0.015877426 -0.29059704 0.437139488 0.459411221 -0.990740495
#> [15,] -0.149240728 0.39825493 0.338715721 0.091577052 -0.506594907
#> [16,] 0.266013863 -0.25943734 -0.740770756 -0.525954766 -1.133243725
#> [17,] -0.859600104 -0.87150290 -0.704258713 -0.842775437 0.748529693
#> [18,] 0.190832406 0.21240957 -0.837607042 -0.474941268 -0.225242377
#> [19,] 0.029227404 -0.59885551 -0.453436855 -1.044144508 -0.773331721
#> [20,] -0.193506445 0.07552945 -0.799507520 0.499685036 -0.868333875
#> [21,] -0.608761036 -0.57326004 -0.118478552 0.158700075 -1.231899807
#> [22,] -0.789337060 -0.86371298 -1.093191340 -0.837405595 -0.194183980
#> [23,] -0.748584494 -1.06513819 -0.982067733 -0.700474627 -1.047376394
#> [24,] -1.024718258 -0.53319757 -0.272464123 -0.445407137 -0.175914336
#> [25,] -1.006449866 -1.02618856 -0.793157599 -1.181075477 -0.921315845
#> [26,] 0.205587645 -0.18932801 -0.359775529 -0.958227038 -0.819005833
#> [27,] 2.015563662 2.02523648 1.491226282 1.136011300 1.026228294
#> [28,] -0.845547495 -0.68231900 -0.796332560 -0.155435675 -0.470055617
#> [29,] 0.613113301 0.22910226 0.108531104 -0.579653185 -1.049203358
#> [30,] -0.366353534 -0.69567316 -0.207377438 -0.558173817 -0.767850828
#> [31,] -0.785823907 -0.99391601 -1.290038874 -1.140801662 -1.220938020
#> [32,] -1.059147149 -0.89821122 -0.697908793 -1.003870694 -0.305628814
#> [33,] -0.677618820 -0.20602071 -0.001005023 -0.364859509 -1.138724618
#> [34,] -0.422563969 -0.05689928 -0.277226563 -0.115161861 -0.376880429
#> [35,] -0.468937578 -0.91712961 -1.026517176 -0.950172275 -0.265435595
#> [36,] -0.801281777 -1.14526313 -1.112241102 -1.156911188 -0.714868858
#> [37,] -0.823765951 -0.96609485 -0.999530014 -0.915268303 -0.351302926
#> [38,] -0.673403037 -0.75020263 -0.569322904 -0.609187315 -1.016317998
#> [39,] -0.706426668 -0.40633307 0.095831263 0.080837368 -0.897565306
#> [40,] -0.799173886 -0.38407614 0.099006224 -0.023874549 -0.819005833
#> [41,] -0.593303167 -0.52540765 -0.266114202 0.088892131 0.121880875
#> [42,] 0.540039735 -0.22160056 -1.104303701 -1.014610378 -0.661886888
#> [43,] -0.685347754 -1.03954272 -0.715371074 -0.472256347 -0.724003680
#> [44,] -0.328411490 -0.74352556 -0.931268369 -0.689734943 -0.979778708
#> [45,] -0.478071774 -0.99614171 -0.769345398 -0.528639687 -0.407938825
#> [46,] -1.138544389 -1.05623542 -1.051916858 -0.942117512 -0.135721117
#> [47,] -0.755610799 -0.94606361 -0.785220199 -0.799816702 0.098130337
#> [48,] -0.881381648 -0.81252204 -0.715371074 -0.891104014 -0.175914336
#> [49,] -0.801281777 -0.36404491 -0.385175211 -0.735378600 0.074379799
#> [50,] -0.696589841 -0.48089379 -0.515348580 -0.096367414 -0.756889041
#> [51,] -1.008557757 -0.85369736 -0.845544443 -0.727323837 -0.002352710
#> [52,] -0.962184148 -0.57103435 -0.458199296 -0.601132552 -0.544961161
#> [53,] 0.386163669 0.72765749 0.918145962 0.644670767 0.156593200
#> [54,] 0.763476216 0.66533808 0.226004633 0.354699305 -1.041895500
#> [55,] 0.038361600 0.61525999 0.767335351 -0.072203126 0.598718605
#> [56,] 0.389676821 1.02590034 0.245054394 -0.295051564 1.888555530
#> [57,] 0.169050862 0.76104288 1.240404424 2.236828888 -0.921315845
#> [58,] 0.809849825 1.24179256 1.748398060 2.129432050 -0.672848675
#> [59,] -0.643892558 -0.09584891 0.599062459 0.577547743 0.686412900
#> [60,] 0.211208689 0.49729827 0.956245484 1.063518434 -0.961509063
#> [61,] -0.500555948 -0.28725850 -0.969367892 -0.872309568 -0.733138503
#> [62,] -0.730316103 -0.65004645 -0.751883116 -0.507160319 -0.583327415
#> [63,] -1.156110150 -1.42013621 -1.459899246 -1.430773124 -0.424381505
#> [64,] -0.893326365 -0.31841820 0.057731741 -0.579653185 -0.607077953
#> [65,] 0.556902866 0.57074613 1.248341825 0.615136636 1.861151063
#> [66,] 0.421997821 0.71764187 0.921320922 0.354699305 5.949897575
#> [67,] -1.065470823 -0.53542326 -0.250239401 -1.116637374 1.249117961
#> [68,] -0.767555516 -0.21714917 0.348240601 0.628561241 1.247290997
#> [69,] -0.940402605 -1.15639160 -0.713783594 -1.156911188 2.118753055
#> [70,] -0.371271947 0.02990275 -0.210552398 -0.260147592 0.149285342
#> [71,] 0.100895709 -0.29616127 -0.621709747 -0.214503936 0.843531846
#> [72,] -0.501258579 -0.83032758 -1.331313357 -0.512530161 0.498235559
#> [73,] -0.326303599 -0.14036277 -0.586785185 -0.644091287 1.683935508
#> [74,] -0.510392775 -0.43860562 -1.097953781 -0.410503165 1.176039382
#> [75,] -0.375487730 -0.69122177 -1.029692136 -0.775652414 0.156593200
#> [76,] -0.451371817 -0.36181921 0.460951689 0.523849324 0.847185775
#> [77,] -0.896839517 -0.52429480 -0.601072506 -0.955542117 -0.610731882
#> [78,] -0.385324556 -0.11476730 0.083131423 0.456726300 0.991515969
#> [79,] -0.313656251 -0.35291644 -0.245476961 0.311740569 0.664489327
#> [80,] -0.940402605 -1.00504448 -0.497886298 -0.359489667 1.115749554
#> [81,] -0.301711533 -0.29282273 -0.278814043 -0.394393639 -0.586981344
#> [82,] -0.616489971 -0.22939048 0.041856940 0.276836597 -0.225242377
#> [83,] -0.608761036 0.07552945 0.064081661 0.174809601 0.125534804
#> [84,] -0.149240728 -0.72572001 -1.301151235 -1.167650872 0.938533999
#> [85,] 0.075601014 -0.21937487 -0.304213725 -0.781022256 0.664489327
#> [86,] -0.681131972 -0.41968723 0.011694818 0.335904858 0.198613383
#> [87,] -0.395161382 0.11893046 0.637161982 1.439407367 0.567660209
#> [88,] -0.175940684 -0.23495472 -0.623297227 -0.370229351 -0.910354058
#> [89,] -0.409916621 -0.70457593 -0.615359827 -0.005080102 1.868458921
#> [90,] 1.817421877 1.18392454 1.600762410 1.501160548 -0.952374241
#> [91,] 0.998857413 0.05883675 0.681611425 1.407188315 -0.248992915
#> [92,] 1.019936327 0.33593553 -0.582022744 -0.534009529 -0.009660568
#> [93,] 1.868713900 -0.36849629 -0.199440037 -0.695104785 0.954976679
#> [94,] 2.902985909 3.38179633 2.731048250 3.385975052 -0.196010945
#> [95,] 2.843262322 1.50665002 0.438726968 1.208504165 1.716820869
#> [96,] 3.210035412 1.93620876 0.729235828 -0.453461900 0.441599660
#> [97,] 3.967471028 4.72500203 3.840696848 2.886579757 -0.216107554
#> [98,] 2.813049213 2.13540828 2.483401352 2.056939184 3.158295846
#> [99,] 1.232833350 1.46658755 0.289503837 1.015189857 -0.024276283
#> [100,] -0.863113256 -0.86927721 -0.877294045 -1.122007216 -0.596116167
#> [101,] -0.943213126 -0.67007769 -0.213727358 -0.209134094 -0.627174563
#> [102,] -0.412727143 -0.18376378 -0.112128631 0.169439759 0.437945731
#> [103,] 0.099490449 -0.18265093 -0.828082162 -0.611872236 0.295442501
#> [104,] 1.089496740 1.07375274 1.407089836 1.227298612 0.236979638
#> [105,] 1.683922094 2.05528333 2.083356364 1.482366102 -0.053507715
#> [106,] 0.533013431 -0.16484539 1.165792859 1.074258118 -0.013314497
#> [107,] 0.927891739 0.91127715 1.013394768 0.942696992 0.056110154
#> [108,] 2.218623859 2.89436957 2.951707985 2.400609065 -0.543134197
#> [109,] 0.785960390 0.78886404 0.924495882 1.842145509 -0.002352710
#> [110,] -0.604545254 -0.24942172 0.181555190 0.620506478 -0.428035434
#> [111,] 1.282017481 1.62795028 1.381690154 1.044723988 -0.935931560
#> [112,] 0.407945212 -0.47532955 -0.889993886 -0.654830971 -0.435343292
#> [113,] 0.048198426 -0.64782076 -0.978892772 -0.646776208 -0.594289202
#> [114,] 0.618031714 -0.21381063 -0.869356645 -0.662885734 -0.565057770
#> [115,] -0.305224686 -0.43749277 -0.110541151 -0.477626189 -0.287359169
#> [116,] -0.595411058 -0.64003083 -0.624884707 -0.783707177 1.574317639
#> [117,] 0.657379019 0.04770829 -0.658221790 -1.130061979 -0.468228653
#> [118,] -0.246906359 -0.53319757 -1.377350281 -0.805186544 -0.650925101
#> [119,] -0.670592515 -0.55100312 -0.226427199 -0.440037295 -0.917661916
#> [120,] -0.758421320 -0.56769581 0.078368982 0.147960392 -0.285532204
#> [121,] 0.249853363 -0.55768019 0.495876252 0.671519976 0.384963761
#> [122,] 1.368441025 1.39091399 2.189717531 1.981761398 0.578621996
#> [123,] 0.179590319 -0.37406053 0.705423627 1.001765252 -0.570538664
#> [124,] 2.992219975 3.10803610 2.923133343 2.822141654 -0.101008792
#> [125,] 0.380542625 0.62750130 0.884808879 1.176285114 0.010436042
#> [126,] 0.131811449 0.66978947 0.308553598 -0.598447631 0.271691963
#> [127,] 0.013769535 0.59077737 0.516513493 -0.045353916 0.333808755
#> [128,] 0.206992906 0.73544741 0.257754235 -0.528639687 -0.395150073
#> [129,] 0.435347799 0.54515066 0.281566437 0.067412763 0.374001974
#> [130,] 0.238611276 0.32703275 0.002169937 0.043248475 -0.287359169
#> [131,] 0.282174363 0.48950834 0.237116993 -0.150065833 0.063418012
#> [132,] 0.003932709 -0.10586452 -0.316913566 -0.568913501 -1.237380700
#> [133,] 0.484531930 0.76549427 0.603824899 0.268781834 -0.058988609
#> [134,] 0.257582298 0.45834864 0.186317630 -0.085627731 -0.409765789
#> [135,] -0.747881864 -0.70680162 0.197429991 0.534589008 0.682758971
#> [136,] -0.393756121 0.27250328 0.703836146 0.872889047 -0.658232959
#> [137,] -1.099899715 -0.54098750 0.532388294 0.306370728 0.012263006
#> [138,] -0.464019165 -0.02017535 0.054556781 -0.117846782 -1.071126932
#> [139,] -0.123243401 -0.31730536 -1.394812562 -1.017295299 -0.985259601
#> V50 V51 V52 V53 V54
#> [1,] 0.791535879 0.618070384 -1.078214766 -0.55645144 0.80896850
#> [2,] -1.011678250 -0.231676410 -0.461190888 -0.19515872 -0.80114179
#> [3,] -0.703143513 -0.962299822 1.140906199 0.96398876 -0.11938338
#> [4,] -0.209487934 -0.811410205 -0.493665829 0.27151105 -0.84465829
#> [5,] 1.580013540 -0.739936175 0.199132911 0.39194195 0.60589153
#> [6,] -0.072361384 -0.287267322 -0.396241006 1.82205897 1.09907846
#> [7,] 0.393868885 0.157459972 0.534707301 0.37688809 -0.22092187
#> [8,] -0.284907536 -0.604929675 -0.472015868 -0.67688234 1.02655097
#> [9,] -0.202631607 -0.867001117 -0.461190888 -1.38441392 -1.23630674
#> [10,] -0.600298601 -0.009312763 -0.374591046 -1.00806734 -0.07586689
#> [11,] -0.230056916 -0.374624469 0.718731967 0.24140332 -0.56905382
#> [12,] 0.181322733 -0.152260822 0.155832990 1.32528148 -0.87366928
#> [13,] 3.911164884 1.920486032 0.502232360 0.70807308 0.17072658
#> [14,] -0.284907536 -0.374624469 -0.385416026 -1.29409074 -0.27894386
#> [15,] -0.518022671 0.125693737 -0.991614924 -0.75215166 -0.29344936
#> [16,] -0.593442273 -0.652579028 -0.201391360 -0.48118212 -0.58355932
#> [17,] -1.025390905 -0.541397205 -0.710165435 -1.30914460 -0.27894386
#> [18,] 0.421294195 0.109810619 -0.266341242 0.30161877 -0.85916379
#> [19,] 0.119615785 -0.739936175 0.383157577 0.66291149 -0.14839438
#> [20,] 2.937566382 0.443356090 0.837806750 1.71668192 0.46083655
#> [21,] -0.963683957 -0.517572528 -0.428715947 -1.05322893 0.38830905
#> [22,] -0.442603069 1.213687296 2.807953168 0.67796536 -1.23630674
#> [23,] -0.922545992 -0.041078999 -0.017366695 0.48226513 -1.12026275
#> [24,] -0.367183466 1.158096384 -0.158091439 0.15108014 -0.01784489
#> [25,] -0.031223419 0.355998943 0.502232360 0.91882717 -0.69960331
#> [26,] -0.024367092 1.229570414 0.924406593 -0.16505099 -0.68509781
#> [27,] -0.017510764 0.411589855 -0.331291124 0.76828854 -0.10487788
#> [28,] 0.181322733 -0.700228381 -0.699340455 0.40699582 1.17160595
#> [29,] 0.414437867 -0.700228381 -1.283889392 -0.85752870 -1.14927375
#> [30,] -0.949971302 -1.017890734 -0.363766065 0.24140332 0.12721009
#> [31,] -0.901977010 -0.358741352 -0.699340455 -1.11344438 -0.91718578
#> [32,] -1.121379490 -1.105247881 -0.807590258 -0.96290575 -0.35147135
#> [33,] -0.792275770 -0.620812793 -0.666865514 -0.45107439 0.06918810
#> [34,] 0.105903130 -0.970241381 -0.547790731 -0.85752870 -0.68509781
#> [35,] -0.799132098 -1.081423205 -0.807590258 -0.79731325 -0.10487788
#> [36,] -1.107666835 -1.073481646 -0.926665042 -0.42096667 -1.06224076
#> [37,] -0.785419443 -1.025832293 -0.969964963 -0.27042803 -0.01784489
#> [38,] -0.374039794 -0.994066058 -0.850890180 -1.18871370 -1.20729574
#> [39,] -0.147780987 -0.525514087 -0.915840061 1.09947353 0.98303448
#> [40,] -0.140924659 -0.430215381 -0.959139983 1.28011989 0.76545201
#> [41,] -0.230056916 -0.763760852 -0.385416026 0.87366558 0.82347400
#> [42,] -0.147780987 -0.231676410 -1.067389786 -0.52634371 0.24325407
#> [43,] -0.497453688 -0.573163440 0.145008010 -0.87258257 -0.74311980
#> [44,] -0.744281478 -1.041715411 -0.623565593 -1.15860597 -1.10575725
#> [45,] -1.052816215 -0.596988116 -0.082316577 -0.70699007 -0.98971327
#> [46,] -0.689430858 -0.239617969 -0.536965750 -1.18871370 0.19973758
#> [47,] -1.388776261 0.268641796 0.004283266 -0.31558962 -0.52553733
#> [48,] -0.778563115 0.006570354 -0.385416026 0.73818081 -0.33696585
#> [49,] -0.264338554 -0.962299822 0.253257813 0.13602628 -1.03322976
#> [50,] 0.716116276 -0.001371204 -0.223041321 -0.07472781 -1.17828475
#> [51,] -0.737425150 0.054219707 -1.056564806 -0.36075121 0.15622108
#> [52,] 0.215604370 -0.311091999 -0.677690494 -1.20376756 0.27226507
#> [53,] -0.086074039 -0.255501087 0.036758207 -0.43602053 -0.38048235
#> [54,] 1.346898405 -0.326975116 -1.067389786 -0.99301347 0.02567160
#> [55,] 0.105903130 -0.469923175 -1.034914845 0.01559537 -0.36597685
#> [56,] -0.319189174 -0.485806293 -0.872540140 -0.87258257 -0.36597685
#> [57,] 1.298904113 -0.088728351 -0.363766065 -1.03817506 0.14171559
#> [58,] 1.024651013 -0.207851734 0.491407380 0.54248059 -0.35147135
#> [59,] -0.970540285 0.800726237 -0.147266459 0.09086469 -0.26443836
#> [60,] -0.202631607 0.697485972 -0.472015868 -0.97795961 -0.11938338
#> [61,] 0.750397914 -0.176085499 -0.093141557 0.27151105 -0.75762530
#> [62,] -0.867695373 -0.366682910 0.242432833 -0.37580508 -0.97520777
#> [63,] -1.429914226 -1.224371264 -0.764290337 2.03281305 1.46171592
#> [64,] -0.456315723 -0.620812793 1.043481376 2.30378259 0.60589153
#> [65,] 0.201891715 0.903966502 -0.493665829 0.40699582 0.83797950
#> [66,] -0.106643022 0.014511913 2.548153640 1.62635874 0.73644101
#> [67,] -1.011678250 0.816609355 -0.407065986 2.40915964 0.06918810
#> [68,] 0.387012557 0.483063884 2.212579250 0.13602628 -0.22092187
#> [69,] -1.039103560 -0.978182940 0.393982557 -0.04462008 -0.27894386
#> [70,] 0.105903130 -0.168143940 -0.526140770 1.08441966 1.05556197
#> [71,] -0.620867583 -1.152897234 0.166657970 1.15968898 -0.35147135
#> [72,] -0.490597361 -1.002007617 -1.229764491 -1.45968324 1.79534238
#> [73,] -0.175206297 -0.398449146 -0.103966538 -0.01451236 -0.61257032
#> [74,] -0.456315723 -0.136377704 -0.071491597 -0.90269029 1.95490286
#> [75,] -0.202631607 -0.358741352 0.220782872 1.02420421 0.79446300
#> [76,] -0.236913244 0.467180766 1.541430471 0.75323467 2.23050732
#> [77,] -0.984252940 0.538654796 -0.883365120 0.51237286 0.14171559
#> [78,] 0.496713797 0.491005443 0.285732754 0.15108014 1.99841935
#> [79,] 0.716116276 0.244817119 -0.309641164 1.14463512 -0.38048235
#> [80,] -0.271194881 -0.152260822 1.032656396 1.09947353 0.34479256
#> [81,] -1.087097852 -0.064903675 -0.937490022 0.30161877 0.05468260
#> [82,] 0.126472113 -0.207851734 0.502232360 0.49731900 0.15622108
#> [83,] 0.832673844 0.340115825 0.675432045 1.53603556 -0.26443836
#> [84,] -0.531735326 -0.017254322 1.389880746 -0.46612826 2.31754031
#> [85,] -0.120355677 0.038336590 0.491407380 1.34033534 2.27402381
#> [86,] -0.840270063 0.491005443 0.285732754 0.28656491 -0.10487788
#> [87,] 0.798392206 1.285161326 -0.753465357 0.85861172 -0.26443836
#> [88,] -0.175206297 1.578999002 -0.093141557 -0.58655916 1.94039736
#> [89,] 0.435006850 0.133635296 -0.093141557 0.40699582 3.49248566
#> [90,] 2.046243809 0.586304149 -0.298816183 -0.55645144 -0.26443836
#> [91,] 1.991393189 0.411589855 -0.580265672 -0.31558962 2.89776023
#> [92,] 0.003058218 0.141576854 0.578007222 0.12097241 1.89688086
#> [93,] -0.374039794 -0.112553028 3.554876810 1.67152033 -0.30795486
#> [94,] 3.863170592 5.112992680 2.699703365 0.61774990 2.44808979
#> [95,] 1.134352253 1.086622355 0.318207695 1.43065852 0.46083655
#> [96,] 1.004082031 2.396979561 3.305902263 2.58980600 0.70743001
#> [97,] 1.826841329 6.748953798 6.304421811 3.23712212 2.98479322
#> [98,] 4.226555949 0.705427531 0.902756632 3.89949211 1.96940835
#> [99,] 1.737709072 0.133635296 -1.013264884 -0.78225939 1.25863894
#> [100,] -0.620867583 -0.168143940 -0.331291124 -1.32419847 -0.78663630
#> [101,] 0.256742335 -0.025195881 -0.017366695 -0.99301347 0.28677057
#> [102,] -0.051792402 -0.660520587 -0.244691282 -0.60161303 -1.12026275
#> [103,] -0.853982718 -0.914650469 -0.796765278 -1.09839052 -1.20729574
#> [104,] 0.291023972 -0.199910175 -0.342116105 0.36183423 -0.49652633
#> [105,] 1.408605352 0.784843119 0.047583187 -0.79731325 0.01116610
#> [106,] 0.112759458 0.475122325 1.021831415 0.75323467 -0.29344936
#> [107,] 0.387012557 -0.263442646 -0.385416026 -0.60161303 -1.22180124
#> [108,] 1.477168627 0.927791178 0.794506829 -0.48118212 -0.48202083
#> [109,] 1.950255224 -1.009949175 -0.536965750 -1.14355211 -1.04773526
#> [110,] 0.051052510 0.101869060 -0.407065986 -0.76720552 -1.27982323
#> [111,] 0.462432160 0.117752178 -0.493665829 -0.93279802 -1.13476825
#> [112,] -0.593442273 -0.867001117 -0.201391360 -0.40591280 -0.20641637
#> [113,] -0.634580238 -1.033773852 -0.461190888 -0.02956622 -1.23630674
#> [114,] -0.751137805 -0.859059558 -0.352941085 -0.81236711 -0.81564729
#> [115,] 0.071621493 -0.541397205 -0.039016656 -0.63172075 1.21512245
#> [116,] -0.627723911 -0.255501087 -0.049841636 0.18118787 -0.07586689
#> [117,] -1.025390905 -0.898767352 -0.764290337 0.03064923 -0.35147135
#> [118,] -0.387752449 -0.231676410 -0.785940298 -0.67688234 0.48984754
#> [119,] -1.039103560 -0.501689410 0.080058128 -0.07472781 -0.88817478
#> [120,] -1.087097852 -0.287267322 0.209957892 -0.93279802 0.15622108
#> [121,] -0.819701080 0.753076884 0.837806750 -0.64677462 -0.72861430
#> [122,] 1.010938358 1.690180826 0.534707301 -1.00806734 -0.14839438
#> [123,] -0.442603069 1.388401590 0.155832990 -1.24892915 -0.52553733
#> [124,] 2.066812791 -0.795527087 -0.526140770 1.49087397 0.01116610
#> [125,] 0.105903130 -0.025195881 -0.233866301 -1.17365983 -1.23630674
#> [126,] -0.449459396 -0.128436146 -0.201391360 -0.60161303 -0.85916379
#> [127,] -1.128235817 0.244817119 -0.591090652 -0.70699007 -0.42399884
#> [128,] -0.216344262 0.435414531 0.080058128 -0.11988940 -0.81564729
#> [129,] -0.456315723 1.007206767 0.415632518 -0.69193621 -1.35235072
#> [130,] -0.099786694 0.093927502 0.058408167 -1.12849824 -1.17828475
#> [131,] -0.264338554 0.252758678 -0.331291124 -0.46612826 -0.27894386
#> [132,] -1.045959887 0.379823619 0.155832990 0.01559537 -0.04685589
#> [133,] -0.175206297 -0.136377704 0.253257813 -0.39085894 -1.03322976
#> [134,] -0.497453688 -0.191968616 -0.071491597 -0.94785188 -0.72861430
#> [135,] 0.455575832 -0.064903675 -0.385416026 -0.85752870 -0.87366928
#> [136,] 0.558420744 0.387765178 -0.114791518 -0.05967395 1.38918843
#> [137,] -0.202631607 -0.819351764 -0.710165435 -0.13494326 0.46083655
#> [138,] 0.222460698 -0.890825793 -0.439540927 -0.84247484 0.33028706
#> [139,] -0.634580238 0.213050884 0.209957892 0.40699582 -0.81564729
#> V55 V56 V57 V58 V59
#> [1,] -0.22686307 1.505831409 1.716107840 0.08740147 0.16317862
#> [2,] 0.10192711 1.925466659 1.048819247 -0.44745158 -0.45335176
#> [3,] 1.38719781 2.852161170 3.984889056 1.30992273 0.24430104
#> [4,] 0.50544233 0.281895262 0.131297432 -0.47801461 -0.51824970
#> [5,] -0.43609319 -0.557375238 -0.202346865 0.22493512 -0.33978038
#> [6,] -0.04752298 -0.225163998 -0.752859954 -0.66139280 -0.38845383
#> [7,] 0.16170714 -1.081919301 -0.302440154 -0.30991793 -0.33978038
#> [8,] 1.50675788 -0.469951227 0.615081662 1.79893124 1.08797420
#> [9,] -0.28664311 -0.732223259 0.715174951 0.82091423 -0.16131105
#> [10,] 0.50544233 -1.309221728 1.732790055 0.24021663 0.58501520
#> [11,] -0.67521332 -0.469951227 -0.469262302 0.05683844 -0.84273937
#> [12,] -0.76488337 -0.959525686 -0.886317673 1.27935970 0.47144381
#> [13,] 1.71598799 1.016256950 -0.802906598 1.24879667 0.42277036
#> [14,] -0.34642314 -0.959525686 -0.802906598 -0.63082976 -0.16131105
#> [15,] -0.13719303 -0.102770384 0.464941728 1.24879667 0.24430104
#> [16,] -0.85455342 -1.221797717 -1.169915325 -0.82948947 -0.37222934
#> [17,] 0.61005739 -0.469951227 -1.103186465 -0.90589705 -0.92386179
#> [18,] -0.18202805 0.753984919 0.364848439 -0.32519945 -0.77784144
#> [19,] 0.37093725 0.229440856 -0.385851228 -0.90589705 -0.22620899
#> [20,] -0.48092821 -0.137739988 0.047886358 0.40831330 -0.33978038
#> [21,] 1.50675788 0.351834471 2.533536367 1.58499002 -0.55069867
#> [22,] 0.19159716 0.264410460 -0.002160287 1.55442698 0.47144381
#> [23,] -0.73499335 -1.099404103 0.598399447 -0.30991793 -0.53447418
#> [24,] -0.91433345 0.281895262 0.348166225 -0.53914067 -0.14508657
#> [25,] -0.63037830 -0.225163998 -0.602720020 -0.40160703 1.85052494
#> [26,] -0.01763296 0.194471252 -0.118935791 0.57640998 -0.32355589
#> [27,] 0.65489241 2.047860274 -0.869635458 1.84477578 2.84021845
#> [28,] -0.27169810 2.047860274 2.033069922 0.36246876 -0.16131105
#> [29,] -1.21323362 -0.137739988 0.314801795 -0.37104400 0.08205620
#> [30,] 0.10192711 1.033741752 -0.085571361 -0.86005250 -0.40467831
#> [31,] -0.18202805 -0.732223259 -0.402533443 -0.99758614 -0.45335176
#> [32,] 0.40082727 -0.539890436 -0.786224384 -0.21822884 -0.35600486
#> [33,] -0.54070825 0.369319273 -0.602720020 -0.35576248 -0.48580073
#> [34,] -0.18202805 -0.767192863 -0.535991161 -0.75308189 -1.16722905
#> [35,] 0.69972743 0.719015315 -0.502626732 -0.92117856 -1.19967802
#> [36,] -0.55565325 -0.574860040 -1.003093176 -0.56970370 0.09828069
#> [37,] 0.13181712 -0.994495290 -0.669448880 -0.76836341 -0.81029041
#> [38,] -0.70510334 -1.081919301 -0.719495524 -0.67667431 -0.46957625
#> [39,] -0.12224802 -0.539890436 0.581717232 1.53914547 3.47297332
#> [40,] -0.28664311 0.281895262 -0.068889146 0.04155693 0.09828069
#> [41,] -0.09235800 -0.190194394 0.965408173 -0.17238429 -0.03151518
#> [42,] -1.12356357 -1.029464894 -0.319122368 -0.55442219 -0.20998451
#> [43,] -0.21191807 -1.046949696 -0.502626732 -0.82948947 -1.15100457
#> [44,] -0.52576324 -0.784677665 -0.852953243 -0.64611128 -1.19967802
#> [45,] -0.76488337 -1.344191332 -0.986410961 -0.44745158 -0.90763731
#> [46,] -0.51081823 -0.067800779 -0.018842502 -0.34048097 -0.40467831
#> [47,] -0.66026831 -0.277618404 -0.469262302 -0.37104400 -0.11263760
#> [48,] -1.03389352 -0.050315977 -0.535991161 -0.79892644 -0.71294350
#> [49,] -0.77982838 1.540801013 0.998772603 -0.96702311 -0.17753554
#> [50,] -0.52576324 -0.155224790 -0.352486798 -0.61554825 -0.59937212
#> [51,] -0.06246798 -0.400012019 -1.236644184 -0.84477098 -0.87518834
#> [52,] 0.95379257 -0.434981623 -0.852953243 -0.75308189 0.39032139
#> [53,] -0.18202805 -0.365042415 0.047886358 -0.90589705 -0.43712728
#> [54,] 0.49049732 0.107047242 -0.269075724 -0.26407339 -0.81029041
#> [55,] -0.15213803 0.229440856 -0.769542169 -0.73780037 -1.08610663
#> [56,] 0.22148717 -0.277618404 -0.269075724 -0.24879187 -0.59937212
#> [57,] -0.85455342 -0.417496821 0.214708506 -0.32519945 -0.19376002
#> [58,] -0.74993836 -0.522405634 3.017320596 0.36246876 -0.69671902
#> [59,] -0.60048828 -0.120255186 0.448259513 1.26407819 2.27236152
#> [60,] 0.26632220 -0.889586478 0.915361529 -0.15710278 0.45521933
#> [61,] -0.25675309 -1.151858509 -0.702813309 -1.07399372 -0.58314763
#> [62,] 0.40082727 0.072077637 0.398212869 -0.95174159 -0.84273937
#> [63,] -0.55565325 0.981287346 1.449192403 0.04155693 0.95817833
#> [64,] 2.17928325 -0.697253655 -0.986410961 -0.46273309 0.14695414
#> [65,] -0.36136815 0.666560908 1.949658848 0.94316636 4.08950370
#> [66,] 1.38719781 -1.186828113 0.481623943 0.74450665 1.59093320
#> [67,] 0.75950747 1.855527451 2.550218581 -0.32519945 0.53634175
#> [68,] 1.05840763 0.719015315 -0.652766665 0.34718724 2.40215739
#> [69,] 2.73224855 3.429159639 0.331484010 -0.37104400 1.10419868
#> [70,] -0.73499335 0.841408929 -0.185664650 -0.52385915 0.87705591
#> [71,] -0.40620317 0.876378534 0.198026291 0.08740147 0.53634175
#> [72,] 1.82060305 0.002138429 0.665128306 0.54584695 0.52011727
#> [73,] -0.83960841 0.316864867 0.047886358 0.43887634 1.31511697
#> [74,] 0.62500239 0.054592835 2.350032003 3.70912070 1.20154559
#> [75,] -0.61543329 -0.137739988 -0.385851228 -0.69195583 -0.56692315
#> [76,] 0.14676213 -0.697253655 -0.452580087 1.01957393 0.37409691
#> [77,] -0.51081823 1.470861805 1.065501462 -0.01956914 2.69419810
#> [78,] 1.14807768 -0.452466425 0.014521928 -0.35576248 0.17940311
#> [79,] -0.19697306 0.246925658 -0.369169013 -0.50857764 -0.27488244
#> [80,] -0.97411348 0.753984919 -0.385851228 -0.87533402 -0.84273937
#> [81,] 0.37093725 0.369319273 -0.419215657 -0.82948947 -0.01529070
#> [82,] -0.37631316 1.330983388 0.181344076 -0.64611128 -0.43712728
#> [83,] -0.66026831 0.194471252 1.015454817 0.24021663 0.40654588
#> [84,] -0.12224802 0.526682492 0.498306158 -0.15710278 0.27675001
#> [85,] 0.78939748 0.771469721 0.648446091 0.22493512 -1.10233112
#> [86,] 1.62631794 -0.679768853 -0.185664650 0.31662421 0.04960723
#> [87,] 4.25663939 0.351834471 0.831950454 3.20483068 0.79593349
#> [88,] -0.82466340 0.107047242 0.781903810 0.53056543 0.29297449
#> [89,] -0.33147813 -0.242648800 -0.919682102 0.01099390 1.07174971
#> [90,] 1.17796770 0.509197690 1.882929988 0.95844787 -0.19376002
#> [91,] 1.53664789 2.292647503 0.815268240 1.87533881 2.11011668
#> [92,] 2.82191860 -0.854616873 0.114615217 0.66809907 0.03338275
#> [93,] 0.55027735 1.505831409 0.431577299 1.93646488 1.59093320
#> [94,] 0.59511238 1.488346607 0.298119580 2.24209519 0.29297449
#> [95,] 0.59511238 0.998772148 0.932043743 0.80563271 1.20154559
#> [96,] 0.49049732 0.841408929 -0.953046532 0.46943937 -0.09641312
#> [97,] 2.46323840 0.107047242 1.666061196 2.07399852 2.38593290
#> [98,] 5.37751501 5.474881483 4.635495434 5.52762107 2.64552464
#> [99,] 0.23643218 0.701530513 -0.586037806 0.17909057 -0.16131105
#> [100,] -0.72004835 -0.907071280 0.014521928 -0.47801461 -0.95631076
#> [101,] -0.66026831 0.579136898 -0.419215657 0.19437208 -1.16722905
#> [102,] -0.92927846 -0.347557613 -0.652766665 0.34718724 -0.03151518
#> [103,] -1.10861856 -0.907071280 -0.953046532 -0.24879187 -0.87518834
#> [104,] -0.72004835 -0.225163998 -0.285757939 -0.50857764 -1.26457595
#> [105,] 0.22148717 0.194471252 0.097933002 -0.89061553 -0.51824970
#> [106,] -0.43609319 -1.011980092 -0.335804583 -0.40160703 -0.85896386
#> [107,] -0.63037830 -0.032831175 -0.769542169 -0.23351036 -0.51824970
#> [108,] -0.01763296 0.142016846 -0.052206931 -0.55442219 -0.40467831
#> [109,] -0.06246798 -1.064434499 0.114615217 0.45415785 0.04960723
#> [110,] -0.18202805 -0.400012019 -1.019775391 -0.12653975 -0.09641312
#> [111,] -0.76488337 -0.400012019 -0.168982435 -0.66139280 -0.59937212
#> [112,] -0.76488337 -0.907071280 -1.069822036 -1.04343069 -0.77784144
#> [113,] -0.77982838 -0.400012019 -1.103186465 -1.05871220 -0.76161696
#> [114,] -1.06378353 -1.274252124 -0.586037806 -0.82948947 -0.85896386
#> [115,] 0.35599225 0.788954523 0.064568572 1.17238909 1.29889249
#> [116,] -0.89938844 -0.977010488 -0.852953243 -0.43217006 -0.11263760
#> [117,] -1.09367355 -0.469951227 -1.036457606 -1.10455675 0.01715827
#> [118,] 0.32610223 -0.802162467 -0.352486798 0.40831330 0.03338275
#> [119,] -0.43609319 -0.155224790 -0.602720020 -0.50857764 -0.53447418
#> [120,] -0.82466340 -0.330072811 0.398212869 -0.15710278 -0.43712728
#> [121,] -0.12224802 -0.767192863 -1.036457606 -0.34048097 -0.20998451
#> [122,] 0.50544233 -0.102770384 -0.352486798 -0.87533402 -0.59937212
#> [123,] 0.17665215 -0.679768853 -0.335804583 -0.41688854 -0.76161696
#> [124,] -0.72004835 -0.872101676 -0.252393509 0.13324602 -0.16131105
#> [125,] -0.45103820 0.194471252 -1.136550895 0.11796451 0.48766830
#> [126,] -0.22686307 -1.291736926 -0.385851228 -0.66139280 -1.28080044
#> [127,] -0.28664311 0.054592835 -0.669448880 -0.82948947 -0.74539247
#> [128,] -0.63037830 -0.679768853 -0.819588813 -0.64611128 -1.08610663
#> [129,] -0.89938844 -0.330072811 -0.886317673 -0.23351036 -1.02120870
#> [130,] -0.42114818 -1.134373707 -0.869635458 -0.93646008 -0.85896386
#> [131,] -0.73499335 -0.959525686 -0.819588813 -0.99758614 -0.72916799
#> [132,] -0.79477339 -0.959525686 -0.669448880 -0.52385915 -0.37222934
#> [133,] -0.74993836 -0.172709592 -0.619402235 -1.05871220 -1.05365766
#> [134,] -0.37631316 -0.609829644 -0.535991161 -0.86005250 -1.21590250
#> [135,] -0.66026831 0.299380065 -0.385851228 -0.41688854 -0.24243347
#> [136,] -0.80971839 0.351834471 -0.202346865 0.56112846 1.83430045
#> [137,] -0.36136815 -0.312588009 -0.719495524 -0.70723734 -0.29110693
#> [138,] -0.76488337 -0.802162467 -0.719495524 0.01099390 -0.71294350
#> [139,] -0.72004835 -0.347557613 -0.619402235 -0.64611128 -0.30733141
#> V6 V60 V7 V8 V9
#> [1,] -0.09928356 -0.6385984386 4.909705e-01 0.30160139 1.10908210
#> [2,] 2.93058469 -0.4199200983 1.514279e+00 2.46427943 1.30214711
#> [3,] 2.35572553 0.1996685325 1.970373e+00 2.79788402 3.21670847
#> [4,] -0.22070595 -0.2559113431 -3.581932e-01 -0.83495494 -0.28301825
#> [5,] -0.84868741 -0.8208303888 -8.126285e-01 -1.42739068 -0.94435059
#> [6,] -0.69690941 -0.4928128784 -3.100961e-01 -0.73832464 -0.70894676
#> [7,] -0.93406253 -0.6385984386 -1.185796e+00 -0.43808051 -0.66914827
#> [8,] -1.29643250 -0.0919025879 -1.180821e+00 -1.14555231 -0.63273689
#> [9,] -0.53374807 0.3819004828 -3.598518e-01 -0.23101559 -0.85120519
#> [10,] 2.88505129 -0.0736793928 2.826171e+00 3.18785628 2.69594101
#> [11,] 3.85453324 -0.7297144137 2.927341e+00 1.17702585 1.71960786
#> [12,] -0.50718692 0.2178917276 -7.827751e-01 -0.24021848 0.46891917
#> [13,] 0.07336391 1.2201674539 1.857593e+00 1.20348415 -1.46003740
#> [14,] 0.03731664 -0.4745896834 -3.648273e-01 -1.03396733 -0.73519683
#> [15,] -0.42181180 -1.0212855341 -4.145830e-01 -1.17776241 -0.90031822
#> [16,] -1.68346639 -0.4199200983 -1.164235e+00 -1.29855028 -1.09592356
#> [17,] 1.31984071 -0.0919025879 7.231637e-01 -0.25287245 -0.77076143
#> [18,] -0.97200703 -0.8754999739 -9.204325e-01 -0.81194772 -0.99515717
#> [19,] -0.99667096 -0.8026071938 -5.738012e-01 -0.71991887 -1.04172987
#> [20,] -0.68362884 0.6916947982 6.982859e-01 0.17391136 -0.69878544
#> [21,] -1.59050237 -0.5292592684 -4.344853e-01 -0.37135959 0.19117652
#> [22,] 0.74687877 0.0538829723 1.675585e-01 0.80776008 -0.19325995
#> [23,] -1.03651268 0.0721061674 -2.006765e+00 -1.08228248 -0.85374552
#> [24,] -0.46165352 0.7463643833 -4.527290e-01 -0.53701153 -0.89439078
#> [25,] -0.76141506 0.6916947982 -1.361600e+00 -0.24021848 0.09464401
#> [26,] 0.25360028 0.7828107733 3.433620e-01 -0.80619592 -0.89693111
#> [27,] 0.54008125 2.0584344250 6.054086e-01 0.92739759 -0.80632604
#> [28,] 1.47731038 -0.2194649530 -1.077563e-01 -0.36215671 -1.02987500
#> [29,] -0.57928147 -0.1283489779 -6.666785e-01 -0.35410418 -0.68269669
#> [30,] -0.66086214 1.0014891136 -5.671671e-01 0.13249837 -0.89693111
#> [31,] -0.51477582 -0.8026071938 -7.827751e-01 -0.80389520 -0.90878598
#> [32,] -0.67603994 -0.6750448286 -4.145830e-01 -0.71531743 -1.03580244
#> [33,] -0.80884569 0.3636772877 -5.771183e-01 -0.26667677 -0.69963222
#> [34,] -1.57532457 -0.8937231689 -5.837524e-01 -0.57842451 -0.39309917
#> [35,] -0.02339456 -0.8026071938 -1.724387e-01 -0.53125972 -0.54128504
#> [36,] -0.64947879 -0.1647953680 -6.136058e-01 -0.83150386 -0.46338161
#> [37,] -0.20742538 -0.6750448286 -3.515591e-01 -0.52435756 -0.17209054
#> [38,] -0.79746234 -0.6568216336 -1.345014e+00 -0.44613304 -0.81564058
#> [39,] -1.30402140 -0.0736793928 -1.461111e+00 -0.92468307 -1.30507732
#> [40,] -1.13896283 0.5094628479 -1.495940e+00 -0.64284471 -0.80886637
#> [41,] 0.57612853 0.0174365823 -1.359512e-01 -0.77743690 -1.39229529
#> [42,] -1.49753834 -1.0030623391 -5.820938e-01 -0.42082510 -0.81225348
#> [43,] -0.48062577 -0.9119463639 -5.588745e-01 -0.49559854 -0.54890603
#> [44,] -1.43113547 -0.5839288535 -1.187455e+00 -0.87866864 -0.63104333
#> [45,] 0.30103091 -0.9301695590 4.772728e-05 -0.35985599 -0.47438971
#> [46,] -0.33264222 -0.5110360734 -3.963393e-01 -0.77628654 -0.72672906
#> [47,] 0.93090959 -0.2376881480 -1.475608e-01 -0.84070674 -0.40834115
#> [48,] -0.56220644 -0.7843839988 2.272654e-01 -0.27587966 -0.35160713
#> [49,] -0.44457850 -0.2923577331 -1.774142e-01 -0.12748313 -0.47777681
#> [50,] -0.33833390 -0.6750448286 8.210166e-01 0.01401123 -0.62342235
#> [51,] -0.28710883 -0.7297144137 -3.780955e-01 -0.97184786 -1.12386718
#> [52,] 0.78482327 1.7486401096 1.605498e+00 -0.17349756 -0.88846335
#> [53,] -0.05564738 -0.8754999739 6.369206e-01 0.84227090 0.75936346
#> [54,] -0.03667513 0.1996685325 -3.134131e-01 -0.30924012 0.42573357
#> [55,] 0.23842248 0.0356597773 2.571188e-01 -0.37941212 -0.55229313
#> [56,] 1.13201544 -0.2559113431 -5.903865e-01 -0.60028136 -0.01713047
#> [57,] -1.04410158 -0.7843839988 3.002404e-01 0.72838520 0.06246651
#> [58,] -0.95682923 -0.5474824635 1.487743e+00 2.03749562 0.87875893
#> [59,] -0.12394748 1.9308720598 9.619911e-01 0.46725333 -0.30418766
#> [60,] -0.38766175 0.4183468728 -9.386763e-01 0.76289601 0.91178320
#> [61,] -0.63999267 0.1814453375 3.321819e-02 -0.29773651 -0.23390522
#> [62,] 0.35225598 -0.9666159490 1.167648e+00 0.37062303 -0.36515555
#> [63,] 0.02403607 0.8010339683 -1.821011e+00 -0.76478294 -0.42781701
#> [64,] -1.07255995 0.3272308977 -1.462770e+00 -0.68770877 -0.33975226
#> [65,] 1.64995785 6.7782419363 1.615449e+00 -0.65664904 -0.46846227
#> [66,] 1.42798253 2.9878173712 1.011747e+00 -1.47685618 0.10988599
#> [67,] 0.28775033 1.1654978688 -5.953620e-01 -0.49674890 0.26061218
#> [68,] -0.90560416 1.0379355036 -6.816052e-01 -0.76708366 -0.36176845
#> [69,] -0.21691150 0.4547932629 -7.993603e-01 -0.28393218 -0.88253591
#> [70,] -0.53564529 0.4547932629 -1.441209e+00 -0.43462943 -1.05951217
#> [71,] 0.92142347 -0.3288041232 4.976046e-01 -1.09033500 -1.00701204
#> [72,] -0.50339247 0.6005788231 -6.467762e-01 -1.02591481 -0.59717228
#> [73,] -1.17690733 1.2019442589 -8.623842e-01 -0.58762740 -1.10523810
#> [74,] 0.86260949 -0.2559113431 4.047273e-01 -0.65319795 -0.53197050
#> [75,] 1.20410998 0.2178917276 -1.475608e-01 -0.27703002 -0.36346200
#> [76,] 1.94213049 -0.7661608038 4.080444e-01 -0.47144097 -0.38039753
#> [77,] 0.33518096 2.3864519354 1.258867e+00 0.20382074 -0.83088256
#> [78,] 1.43557143 -0.0007866127 1.104624e+00 0.40628421 0.05992618
#> [79,] 0.88727342 -0.5110360734 8.840405e-01 -0.39321645 -0.31434897
#> [80,] 0.90055399 -0.8026071938 1.211199e-01 0.36257051 0.05484552
#> [81,] -0.57548702 -0.6568216336 -5.058018e-01 -0.23561704 -0.48370425
#> [82,] -0.22260318 -0.6750448286 2.073631e-01 -0.30003723 -0.20934870
#> [83,] 0.41296718 0.4730164579 1.327296e-01 0.28204526 0.18440231
#> [84,] 0.90434844 -0.0007866127 1.477792e+00 1.46576638 0.87452504
#> [85,] 1.16237103 -0.5657056585 5.871649e-01 0.89403713 1.26658250
#> [86,] 1.44695478 1.0379355036 1.116234e+00 0.64095779 0.98291242
#> [87,] 1.21739056 -0.8026071938 2.940609e+00 2.44012185 1.28267125
#> [88,] 0.72790652 1.0743818937 1.374963e+00 1.60496002 1.07605782
#> [89,] 0.73928987 -0.2923577331 8.790649e-01 0.94580336 -0.14330015
#> [90,] 0.43383665 0.3454540927 1.947154e+00 1.52098369 2.15654446
#> [91,] 0.32000316 -0.4745896834 -4.958506e-01 3.31784703 3.34033782
#> [92,] 0.16443071 1.3841762091 3.448117e+00 3.74002939 3.15574057
#> [93,] 1.31414903 2.1859967902 1.169306e+00 3.36271110 4.25824340
#> [94,] 0.16253349 0.3272308977 9.022842e-01 1.22879208 0.74750859
#> [95,] -0.36868950 2.7509158359 -8.756524e-01 -0.45073448 -0.18309864
#> [96,] 2.64220649 0.1996685325 8.856990e-01 0.78130179 0.68738747
#> [97,] 0.54956738 0.7099179932 -4.228756e-01 0.51556847 -0.50826076
#> [98,] 0.41486441 0.5641324330 9.188695e-01 -0.40241933 0.55952424
#> [99,] -1.35524647 0.5823556280 -5.389722e-01 -0.30924012 -0.20850193
#> [100,] -0.51667304 -1.0212855341 3.566302e-01 0.10488972 0.08024881
#> [101,] -1.74986926 0.4547932629 -1.691646e+00 -0.61408569 0.47908048
#> [102,] 0.90434844 -1.1124015092 7.148711e-01 0.20036965 -0.06454995
#> [103,] 0.43383665 -0.2741345381 5.539944e-01 0.67661897 0.47569338
#> [104,] 0.45470613 -0.6932680237 7.148711e-01 0.03931916 0.95073492
#> [105,] -0.38955897 -0.5657056585 -1.819603e-02 -0.04695789 0.24198310
#> [106,] 0.15684181 -0.8390535838 2.492557e-02 0.43504323 1.07944492
#> [107,] 0.40158383 -0.3105809281 8.794945e-02 0.44884756 0.84234754
#> [108,] -0.70829276 -0.8390535838 -5.041433e-01 -0.42197546 0.62303246
#> [109,] 0.76964547 -0.6203752436 4.047273e-01 0.16700919 0.54428226
#> [110,] -0.35920337 -0.5292592684 -7.147757e-01 0.56848506 0.36307212
#> [111,] -1.48994944 -0.6203752436 -1.598768e+00 -1.39057913 -1.10947198
#> [112,] -0.41991457 -0.3652505132 -3.946807e-01 -1.39748130 -0.53451083
#> [113,] -1.30781585 -0.7479376087 -1.424624e+00 -1.02706517 -0.40749437
#> [114,] -0.55841199 -0.4745896834 -7.346780e-01 -1.01556156 -1.21193192
#> [115,] -0.43698960 0.3272308977 1.404817e+00 2.44587366 2.94404648
#> [116,] -0.28710883 -0.8208303888 -1.073017e+00 -0.30808976 1.16496934
#> [117,] -0.07651686 -0.4381432933 1.377051e-01 -0.25517317 1.00323505
#> [118,] -1.12947670 -0.5657056585 -9.270666e-01 -0.50135035 -0.05100152
#> [119,] -0.77659286 -0.2376881480 -8.225797e-01 -0.87521756 -0.37447009
#> [120,] 0.71652317 0.3636772877 -4.759484e-01 -0.61753677 -0.15346146
#> [121,] 1.49628263 -0.2376881480 -2.271699e-01 0.41778782 0.85081531
#> [122,] -0.12394748 -0.9119463639 -4.676558e-01 -0.01819887 0.56121779
#> [123,] -0.02149733 -0.1647953680 7.302274e-02 0.58804119 0.71787142
#> [124,] 1.02577084 -0.4563664883 3.234597e-01 0.07267962 1.05742874
#> [125,] -0.68173162 -0.2741345381 -4.527290e-01 0.15435523 0.30887843
#> [126,] 0.03541942 -0.2194649530 -3.631688e-01 -0.14933999 -0.47269615
#> [127,] 0.20427244 -1.0941783142 -8.905791e-01 -0.39436681 -0.10688876
#> [128,] -0.31177275 -0.9301695590 -3.681444e-01 -0.56001874 -0.56160767
#> [129,] -0.39525065 -0.7114912187 -6.036546e-01 -0.13668602 0.15053125
#> [130,] -1.49184667 -0.7297144137 -4.726313e-01 -0.40011861 -0.32196996
#> [131,] -0.51667304 -0.1283489779 -6.003376e-01 -0.22526379 -0.17378410
#> [132,] -0.93595976 -0.5839288535 -2.205358e-01 -0.31039048 -0.07725159
#> [133,] 0.57423130 0.3272308977 6.352620e-01 0.64785995 0.68654069
#> [134,] 0.09992506 -0.6568216336 7.729194e-01 0.39708133 0.05569230
#> [135,] 0.12269176 0.6552484081 1.758512e-01 1.14826683 1.11246920
#> [136,] 1.12252931 1.6393009394 1.301988e+00 0.40858493 0.44774976
#> [137,] -0.15240585 -0.0007866127 -4.195586e-01 -0.36905887 -0.65136597
#> [138,] 0.59889523 -0.3470273182 3.682398e-01 -0.24827100 0.12343441
#> [139,] -1.32868532 0.8739267484 -9.751638e-01 0.07037890 0.03706322
#> attr(,"center")
#> [1] 0.030320863 0.204601439 0.231670504 0.246336691 0.270281295 0.292910072
#> [7] 0.322974101 0.383064748 0.421715108 0.467161151 0.536280576 0.037505755
#> [13] 0.585027338 0.628400000 0.638507194 0.659390647 0.687459712 0.683682014
#> [19] 0.701907914 0.705718705 0.699919424 0.653392806 0.042561871 0.588200000
#> [25] 0.502682734 0.428904317 0.408851079 0.396671942 0.387217986 0.375394245
#> [31] 0.356618705 0.331871223 0.317738849 0.050884173 0.301901439 0.287022302
#> [37] 0.273670504 0.245880576 0.218732374 0.198653237 0.164540288 0.127612950
#> [43] 0.091963309 0.053289209 0.075328777 0.020855396 0.015417266 0.012660432
#> [49] 0.010196403 0.010323022 0.008717986 0.008087770 0.007712950 0.007828058
#> [55] 0.007994245 0.103833094 0.006704317 0.124297122 0.133882014 0.179923022
#> attr(,"scale")
#> [1] 0.024705076 0.128368845 0.128052815 0.134411863 0.131907727 0.158645974
#> [7] 0.206490291 0.236169502 0.267473634 0.265380476 0.258936232 0.032443917
#> [13] 0.266299481 0.262928744 0.265394405 0.250051588 0.230488596 0.234633281
#> [19] 0.235812354 0.244941034 0.231586238 0.222872388 0.036699504 0.212494755
#> [25] 0.221730232 0.217600100 0.209840915 0.231820831 0.254939084 0.268616345
#> [31] 0.244277532 0.217424581 0.202111664 0.046787452 0.182404451 0.176224226
#> [37] 0.174597684 0.146510682 0.135996177 0.156732609 0.142322328 0.089859655
#> [43] 0.062992915 0.037245044 0.054735602 0.014585068 0.012591986 0.009237892
#> [49] 0.006642813 0.006893938 0.006691197 0.005719253 0.005994408 0.006543853
#> [55] 0.006163524 0.052708563 0.005487512 0.060294612 0.086929259 0.118094935
#> 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] 17
#>
#> $lambda.min
#> [1] 0.07078307
#>
#> $null.dev
#> [1] 1.380025
#>
#> $Bias
#> [1] 0.1244219
#>
#> $pe
#> [1] 0.4532374 0.4244604 0.3453237 0.2805755 0.2446043 0.2446043 0.2589928
#> [8] 0.2589928 0.2589928 0.2733813 0.2733813 0.2733813 0.2805755 0.2805755
#> [15] 0.2805755 0.2877698 0.2877698 0.2805755 0.2877698 0.2877698 0.2805755
#> [22] 0.3021583 0.3021583 0.3093525 0.3093525 0.2949640 0.2949640 0.3093525
#> [29] 0.3021583 0.2949640 0.2877698 0.2805755 0.2589928
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2173913