Cross-Validated MCP- or SCAD-penalized Classification Learner
Source:R/learner_ncvreg_classif_cv_ncvreg.R
mlr_learners_classif.cv_ncvreg.RdMCP- or SCAD-penalized binary classification model with k-fold cross validation
for choosing the regularization parameter lambda.
Calls ncvreg::cv.ncvreg() from package ncvreg with family set to
"binomial".
Covariates are internally standardized by ncvreg prior to model fitting.
Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “integer”, “numeric”
Required Packages: mlr3, mlr3extralearners, ncvreg
Parameters
| Id | Type | Default | Levels | Range |
| penalty | character | MCP | MCP, SCAD, lasso | - |
| gamma | numeric | - | \([0, \infty)\) | |
| alpha | numeric | 1 | \([0, 1]\) | |
| lambda.min | numeric | - | \([0, \infty)\) | |
| nlambda | integer | 100 | \([1, \infty)\) | |
| lambda | untyped | - | - | |
| eps | numeric | 1e-04 | \((-\infty, \infty)\) | |
| max.iter | integer | 10000 | \([1, \infty)\) | |
| convex | logical | TRUE | TRUE, FALSE | - |
| dfmax | integer | - | \([0, \infty)\) | |
| penalty.factor | untyped | - | - | |
| warn | logical | TRUE | TRUE, FALSE | - |
| returnX | logical | TRUE | TRUE, FALSE | - |
| cluster | untyped | - | - | |
| nfolds | integer | 10 | \((-\infty, \infty)\) | |
| fold | untyped | - | - | |
| returnY | logical | FALSE | TRUE, FALSE | - |
| trace | logical | FALSE | TRUE, FALSE | - |
| pred_lambda | numeric | - | \((-\infty, \infty)\) |
References
Breheny P, Huang J (2011). “Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection.” Annals of Applied Statistics, 5(1), 232–253. ISSN 1932-6157, doi:10.1214/10-AOAS388 .
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/basics.html#learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNCVreg
Methods
Inherited methods
Method selected_features()
Returns the set of selected features which have non-zero coefficients.
Calls the internal coef.cv.ncvreg() function.
Returns
(character()) vector of feature names.
Examples
# Define the Learner
learner = lrn("classif.cv_ncvreg")
print(learner)
#>
#> ── <LearnerClassifNCVreg> (classif.cv_ncvreg): MCP- or SCAD-penalized Classifica
#> • Model: -
#> • Parameters: list()
#> • Packages: mlr3, mlr3extralearners, and ncvreg
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: selected_features and twoclass
#> • Other settings: use_weights = 'error'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.380378 1.356193 1.321242 1.291137 1.266035 1.245080 1.228681 1.215432
#> [9] 1.207411 1.203275 1.194770 1.183531 1.164107 1.145391 1.129915 1.117382
#> [17] 1.106789 1.096546 1.087836 1.082536 1.084246 1.097497 1.117119 1.136102
#> [25] 1.153333 1.180751 1.215492 1.283798 1.369877 1.525536 1.773418 2.085449
#> [33] 2.302203 2.496190 2.813224 3.200775
#>
#> $cvse
#> [1] 0.007198151 0.012356308 0.018118872 0.023976451 0.029636041 0.035058912
#> [7] 0.040198600 0.045164343 0.050026987 0.054483169 0.058127530 0.062069118
#> [13] 0.065705781 0.069716909 0.074113487 0.078933966 0.084168529 0.089724042
#> [19] 0.095776895 0.102456200 0.110084899 0.119084447 0.130145661 0.142274996
#> [25] 0.155971180 0.171394467 0.186785841 0.207036927 0.218696834 0.257315725
#> [31] 0.306374462 0.362540107 0.399603535 0.418618728 0.496661052 0.546976322
#>
#> $fold
#> [1] 4 7 2 6 3 1 3 4 5 2 5 1 1 7 6 6 2 9 1 3 10 4 4 6 9
#> [26] 8 8 9 5 3 4 7 6 8 2 1 1 7 3 5 8 8 8 2 4 9 10 6 6 5
#> [51] 3 8 10 9 3 4 5 7 10 7 1 10 10 2 2 7 5 9 10 10 9 2 6 10 2
#> [76] 5 6 1 1 10 5 3 1 5 2 1 7 3 4 6 6 3 4 3 5 7 10 9 2 2
#> [101] 6 2 7 9 4 7 9 8 8 1 8 4 10 4 5 6 8 4 9 8 9 9 5 10 3
#> [126] 6 3 7 5 9 1 4 8 1 7 8 7 2 3
#>
#> $lambda
#> [1] 0.23868475 0.22259820 0.20759583 0.19360456 0.18055626 0.16838737
#> [7] 0.15703863 0.14645475 0.13658419 0.12737887 0.11879396 0.11078765
#> [13] 0.10332093 0.09635745 0.08986328 0.08380679 0.07815850 0.07289087
#> [19] 0.06797827 0.06339677 0.05912404 0.05513927 0.05142307 0.04795733
#> [25] 0.04472516 0.04171084 0.03889967 0.03627796 0.03383295 0.03155272
#> [31] 0.02942617 0.02744295 0.02559338 0.02386848 0.02225982 0.02075958
#>
#> $fit
#> $beta
#> 0.2387 0.2226 0.2076 0.1936 0.1806 0.1684
#> (Intercept) 0.04317217 -0.1181411 -0.2682647 -0.4080741 -0.5386081 -0.6610837
#> V1 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 0.00000000 0.6825149 1.3201687 1.9174395 2.4789976 3.0098319
#> V12 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V32 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V37 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V5 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.1570 0.1465 0.1366 0.1274 0.1188 0.1108
#> (Intercept) -0.7766368 -0.8860751 -0.9901804 -1.089400 -1.19626898 -1.1977955
#> V1 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V10 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V11 3.5144143 3.9958860 4.4571503 4.899842 5.22556787 5.3436714
#> V12 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V13 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V14 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V15 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V16 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V17 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V18 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V19 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V2 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V20 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V21 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V22 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V23 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V24 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V25 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V26 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V27 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V28 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V29 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V3 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V30 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V31 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V32 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V33 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V34 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V35 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V36 0.0000000 0.0000000 0.0000000 0.000000 -0.01870496 -0.3538568
#> V37 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V38 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V39 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V4 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V40 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V41 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V42 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V43 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V44 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V45 0.0000000 0.0000000 0.0000000 0.000000 0.20641494 0.7260800
#> V46 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V47 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V48 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V49 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V5 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V50 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V51 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V52 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V53 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V54 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V55 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V56 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V57 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V58 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V59 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V6 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V60 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V7 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V8 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> V9 0.0000000 0.0000000 0.0000000 0.000000 0.00000000 0.0000000
#> 0.1033 0.0964 0.0899 0.0838 0.0782 0.0729
#> (Intercept) -1.2034606 -1.213262 -1.2497150 -1.31840898 -1.4177606 -1.5214988
#> V1 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V10 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V11 5.4815824 5.639662 5.7834833 5.90979303 6.0231180 6.1606457
#> V12 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V13 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V14 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V15 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V16 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V17 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V18 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V19 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V2 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V20 0.0000000 0.000000 0.0000000 0.05302853 0.1604863 0.2672323
#> V21 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V22 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V23 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V24 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V25 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V26 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V27 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V28 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V29 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V3 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V30 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V31 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V32 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V33 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V34 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V35 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V36 -0.6810307 -1.002994 -1.3121307 -1.60639976 -1.8919464 -2.1840206
#> V37 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V38 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V39 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V4 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V40 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V41 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V42 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V43 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V44 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V45 1.2314420 1.727823 2.1895026 2.67468787 3.1943513 3.7259859
#> V46 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V47 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V48 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V49 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V5 0.0000000 0.000000 0.4396967 0.83155280 1.1294816 1.4272356
#> V50 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V51 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V52 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V53 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V54 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V55 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V56 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V57 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V58 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V59 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V6 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V60 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V7 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V8 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V9 0.0000000 0.000000 0.0000000 0.00000000 0.0000000 0.0000000
#> 0.0680 0.0634 0.0591 0.0551 0.0514 0.0480
#> (Intercept) -1.6300656 -1.7442707 -1.89267688 -2.1575845 -2.5132626 -2.9441599
#> V1 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V11 6.3215324 6.5061055 6.72679473 7.0290614 7.5179857 8.1873590
#> V12 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.0000000 0.00000000 0.0000000 -0.4949552 -1.1607802
#> V17 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V20 0.3742864 0.4826418 0.57303018 0.5872654 0.8867455 1.2989027
#> V21 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V22 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V23 0.0000000 0.0000000 0.04686593 0.2771824 0.5675899 0.8975813
#> V24 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V32 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V36 -2.4853330 -2.7971450 -3.11655723 -3.4450597 -3.7092521 -4.0106685
#> V37 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V45 4.2751850 4.8456721 5.46214933 6.2055917 7.0122547 7.9582903
#> V46 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V49 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V5 1.7240870 2.0187437 2.29983410 2.5391361 2.8482807 3.1312065
#> V50 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000
#> 0.0447 0.0417 0.0389 0.0363 0.0338 0.0316
#> (Intercept) -3.364442 -3.804894 -4.278404 -4.804553 -5.189250 -8.631224
#> V1 0.000000 0.000000 0.000000 0.000000 0.000000 38.248673
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 8.960950 9.811703 10.813757 11.751226 12.090874 20.036236
#> V12 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -1.893432 -2.715480 -3.754962 -4.128642 -4.137485 -4.467324
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 1.762081 2.320348 3.117105 3.331907 3.286045 3.376705
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V23 1.166765 1.386153 1.519697 1.934237 2.347547 5.211459
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V3 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -4.202198 -4.296133 -4.488979 -4.492173 -4.379715 -4.594549
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V40 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V44 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V45 8.537894 8.944169 9.544683 9.974100 10.204779 14.127743
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V49 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V5 3.325222 3.493442 3.722755 4.060758 4.364974 5.419623
#> V50 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V51 0.000000 0.000000 0.000000 0.000000 0.000000 77.988388
#> V52 2.788754 6.423508 9.521387 15.320553 22.055492 0.000000
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V55 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V56 0.000000 0.000000 0.000000 0.000000 0.000000 111.152019
#> V57 0.000000 0.000000 0.000000 -17.079590 -36.212794 -201.779763
#> V58 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V59 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000 -103.460371
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> V8 0.000000 0.000000 0.000000 0.000000 0.000000 -13.799037
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0294 0.0274 0.0256 0.0239 0.0223
#> (Intercept) -9.714470 -10.384545 -10.761159 -11.109708 -11.091588
#> V1 47.393345 53.895126 58.242403 62.650305 66.384356
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 22.234767 23.564729 24.303872 25.030080 25.187290
#> 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 -4.867070 -5.170935 -5.498764 -5.882665 -5.987498
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 3.511988 3.630724 3.816417 4.036578 3.943695
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000
#> V23 5.961626 6.380066 6.582190 6.792920 6.815584
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 0.000000 0.000000 0.000000 0.000000 0.000000
#> V3 0.000000 0.000000 0.000000 0.000000 -3.703748
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 0.000000 0.000000 0.000000 0.000000 0.000000
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -4.862599 -5.089808 -5.246933 -5.415598 -5.571135
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.000000 0.000000 0.000000 0.000000
#> V40 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 0.000000 0.000000 0.000000 0.000000 0.000000
#> V45 15.223421 15.931121 16.414374 16.979193 17.171198
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.000000
#> V49 0.000000 0.000000 0.000000 0.000000 0.000000
#> V5 6.091770 7.110321 7.747111 8.378277 10.769791
#> V50 0.000000 0.000000 -5.408014 -13.318086 -17.584320
#> V51 97.962803 111.013833 123.393698 135.446755 138.760090
#> V52 0.000000 0.000000 0.000000 0.000000 0.000000
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.000000 0.000000 0.000000 0.000000
#> V55 0.000000 0.000000 0.000000 0.000000 0.000000
#> V56 163.478558 187.912383 197.696011 207.611200 215.084533
#> V57 -241.954257 -264.061689 -274.319161 -284.137967 -281.969142
#> 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 -165.737751 -199.209137 -210.246037 -221.053654 -226.268229
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000
#> V8 -15.684684 -16.886750 -17.672942 -18.421786 -19.015891
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0208 0.0194 0.0181 0.0168 0.0157
#> (Intercept) -11.085728 -11.198919 -11.388457 -15.564501 -15.838453
#> V1 73.185062 80.628072 86.395651 121.839271 123.637157
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 25.494686 26.092048 26.708416 37.329984 37.835290
#> 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 -6.107875 -6.350649 -6.635422 -13.263607 -13.428086
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 3.763676 3.703671 3.799787 7.762863 7.797062
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000
#> V23 6.864861 6.986914 7.188396 12.004119 12.167416
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 -4.381794 -4.454022
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 0.000000 0.000000 0.000000 0.000000 0.000000
#> V3 -11.050138 -18.588439 -25.060726 -40.568388 -41.801194
#> V30 0.000000 0.000000 0.000000 9.844666 10.022879
#> V31 0.000000 0.000000 0.000000 -9.003404 -9.091111
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -5.893994 -6.322057 -6.700269 -10.642398 -10.820452
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.000000 0.000000 0.000000 0.000000
#> V40 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 6.459876 6.639646
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000
#> V44 0.000000 0.000000 0.000000 0.000000 0.000000
#> V45 17.500482 18.085024 18.821649 20.091126 20.263229
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.000000
#> V49 0.000000 0.000000 0.000000 81.525068 82.027191
#> V5 14.640811 18.238190 19.737978 15.242325 16.219384
#> V50 -21.743912 -26.581206 -33.422226 -214.313394 -215.908719
#> V51 143.387804 149.537522 157.520687 211.869290 212.166909
#> V52 0.000000 0.000000 0.000000 0.000000 0.000000
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.000000 0.000000 81.001979 90.685411
#> V55 0.000000 0.000000 0.000000 0.000000 0.000000
#> V56 229.384542 246.996670 262.455187 359.192662 365.124537
#> V57 -276.720925 -273.785294 -270.000458 -279.241131 -283.451849
#> 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 -235.464550 -246.526550 -256.269777 -434.902654 -441.408507
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000
#> V8 -20.066621 -21.325501 -22.169790 -31.797444 -32.314559
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0146 0.0137 0.0127 0.0119
#> (Intercept) -42.25448 -42.25680 -42.25910 -192.40132
#> V1 290.49860 290.51433 290.52997 1291.16584
#> V10 0.00000 0.00000 0.00000 0.00000
#> V11 76.30496 76.30924 76.31350 297.87489
#> V12 0.00000 0.00000 0.00000 0.00000
#> V13 0.00000 0.00000 0.00000 0.00000
#> V14 0.00000 0.00000 0.00000 0.00000
#> V15 0.00000 0.00000 0.00000 0.00000
#> V16 -23.77762 -23.77918 -23.78072 -98.91284
#> V17 0.00000 0.00000 0.00000 0.00000
#> V18 0.00000 0.00000 0.00000 0.00000
#> V19 0.00000 0.00000 0.00000 0.00000
#> V2 0.00000 0.00000 0.00000 0.00000
#> V20 16.22998 16.23102 16.23205 80.54269
#> V21 0.00000 0.00000 0.00000 0.00000
#> V22 0.00000 0.00000 0.00000 0.00000
#> V23 31.12889 31.13062 31.13234 121.23858
#> V24 0.00000 0.00000 0.00000 0.00000
#> V25 0.00000 0.00000 0.00000 0.00000
#> V26 -11.14379 -11.14455 -11.14531 -47.32442
#> V27 0.00000 0.00000 0.00000 0.00000
#> V28 0.00000 0.00000 0.00000 17.08394
#> V29 0.00000 0.00000 0.00000 0.00000
#> V3 -97.44950 -97.45520 -97.46087 -454.47032
#> V30 23.42424 23.42576 23.42726 80.40098
#> V31 -12.96703 -12.96778 -12.96853 -58.82524
#> V32 0.00000 0.00000 0.00000 0.00000
#> V33 0.00000 0.00000 0.00000 49.95170
#> V34 0.00000 0.00000 0.00000 0.00000
#> V35 0.00000 0.00000 0.00000 0.00000
#> V36 -26.44014 -26.44168 -26.44320 -134.88145
#> V37 0.00000 0.00000 0.00000 0.00000
#> V38 0.00000 0.00000 0.00000 0.00000
#> V39 14.00251 14.00324 14.00397 75.73750
#> V4 104.89163 104.89782 104.90397 506.90949
#> V40 0.00000 0.00000 0.00000 0.00000
#> V41 0.00000 0.00000 0.00000 0.00000
#> V42 15.46493 15.46598 15.46702 44.15560
#> V43 0.00000 0.00000 0.00000 0.00000
#> V44 0.00000 0.00000 0.00000 0.00000
#> V45 32.68126 32.68273 32.68420 149.02089
#> V46 0.00000 0.00000 0.00000 0.00000
#> V47 0.00000 0.00000 0.00000 0.00000
#> V48 0.00000 0.00000 0.00000 0.00000
#> V49 155.86688 155.87630 155.88566 575.63683
#> V5 0.00000 0.00000 0.00000 0.00000
#> V50 -369.48502 -369.50588 -369.52661 -1361.57805
#> V51 361.46634 361.48216 361.49787 1440.05084
#> V52 0.00000 0.00000 0.00000 0.00000
#> V53 0.00000 0.00000 0.00000 0.00000
#> V54 428.62465 428.64808 428.67136 1288.96726
#> V55 -425.10273 -425.12452 -425.14618 -1540.61786
#> V56 838.80050 838.84717 838.89355 3967.01109
#> V57 -890.27217 -890.31719 -890.36193 -4649.77222
#> V58 0.00000 0.00000 0.00000 0.00000
#> V59 0.00000 0.00000 0.00000 0.00000
#> V6 0.00000 0.00000 0.00000 0.00000
#> V60 -1071.49680 -1071.55029 -1071.60344 -3880.44648
#> V7 0.00000 0.00000 0.00000 0.00000
#> V8 -67.57187 -67.57579 -67.57968 -241.33689
#> V9 0.00000 0.00000 0.00000 0.00000
#>
#> $iter
#> [1] 0 3 3 3 4 4 5 5 5 6 14 6 6 6 11
#> [16] 11 7 7 7 7 14 9 19 13 20 12 24 19 11 319
#> [31] 49 34 55 34 48 29 36 43 356 56 1180 1 1 7498
#>
#> $lambda
#> [1] 0.23868475 0.22259820 0.20759583 0.19360456 0.18055626 0.16838737
#> [7] 0.15703863 0.14645475 0.13658419 0.12737887 0.11879396 0.11078765
#> [13] 0.10332093 0.09635745 0.08986328 0.08380679 0.07815850 0.07289087
#> [19] 0.06797827 0.06339677 0.05912404 0.05513927 0.05142307 0.04795733
#> [25] 0.04472516 0.04171084 0.03889967 0.03627796 0.03383295 0.03155272
#> [31] 0.02942617 0.02744295 0.02559338 0.02386848 0.02225982 0.02075958
#> [37] 0.01936046 0.01805563 0.01683874 0.01570386 0.01464548 0.01365842
#> [43] 0.01273789 0.01187940
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 25
#>
#> $loss
#> [1] 192.63016 93.27292 90.71729 88.57496 86.76149 85.22891 83.93002
#> [8] 82.81929 81.86931 81.05267 79.89803 77.18575 74.82543 72.76615
#> [15] 70.75811 68.88812 67.13748 65.59095 64.22823 63.04232 61.96210
#> [22] 60.80415 58.51500 56.24232 54.39055 52.95239 52.04604 50.88377
#> [29] 49.89967 38.56017 37.25459 36.79369 36.34458 35.90610 35.11927
#> [36] 34.12901 33.48429 33.10447 24.54575 24.46390 16.20652 16.20652
#> [43] 16.20651 10.91564
#>
#> $linear.predictors
#> 0.2387 0.2226 0.2076 0.1936 0.1806
#> 1 0.04317217 -0.0083244505 -0.055849540 -9.955804e-02 -0.139737412
#> 2 0.04317217 0.3140955651 0.567798167 8.062404e-01 1.031341074
#> 3 0.04317217 -0.0580115317 -0.151957823 -2.391476e-01 -0.320208440
#> 4 0.04317217 0.1652390761 0.279869367 3.880468e-01 0.490671688
#> 5 0.04317217 0.0037560623 -0.032482553 -6.561936e-02 -0.095859154
#> 6 0.04317217 -0.0392423733 -0.115653183 -1.864180e-01 -0.252036005
#> 7 0.04317217 -0.0634716505 -0.162519173 -2.544871e-01 -0.340040421
#> 8 0.04317217 -0.0845613594 -0.203312387 -3.137360e-01 -0.416641448
#> 9 0.04317217 -0.0807392762 -0.195919442 -3.029984e-01 -0.402759062
#> 10 0.04317217 -0.0432692109 -0.123442179 -1.977309e-01 -0.266662091
#> 11 0.04317217 -0.0062086545 -0.051757017 -9.361397e-02 -0.132052519
#> 12 0.04317217 0.0508495870 0.058609089 6.668397e-02 0.075191684
#> 13 0.04317217 -0.0337140030 -0.104959817 -1.708868e-01 -0.231956124
#> 14 0.04317217 -0.0038198525 -0.047136426 -8.690293e-02 -0.123376028
#> 15 0.04317217 0.2799015711 0.501657713 7.101767e-01 0.907143292
#> 16 0.04317217 0.0776724207 0.110491720 1.420393e-01 0.172616291
#> 17 0.04317217 -0.0187669278 -0.076048121 -1.288949e-01 -0.177666076
#> 18 0.04317217 -0.0676349911 -0.170572202 -2.661835e-01 -0.355162307
#> 19 0.04317217 -0.0607415911 -0.157238498 -2.468174e-01 -0.330124431
#> 20 0.04317217 -0.0603320822 -0.156446397 -2.456669e-01 -0.328637032
#> 21 0.04317217 -0.0034785951 -0.046476342 -8.594422e-02 -0.122136529
#> 22 0.04317217 0.1122759236 0.177424274 2.392535e-01 0.298301471
#> 23 0.04317217 0.0597905316 0.075903299 9.180243e-02 0.107666553
#> 24 0.04317217 0.0138572821 -0.012944056 -3.724125e-02 -0.059169989
#> 25 0.04317217 0.0163143356 -0.008191449 -3.033847e-02 -0.050245597
#> 26 0.04317217 -0.0684540089 -0.172156405 -2.684845e-01 -0.358137104
#> 27 0.04317217 -0.0424501931 -0.121857976 -1.954300e-01 -0.263687294
#> 28 0.04317217 0.0406801158 0.038938575 3.811412e-02 0.038254619
#> 29 0.04317217 -0.0174701495 -0.073539801 -1.252517e-01 -0.172955980
#> 30 0.04317217 -0.0395153792 -0.116181251 -1.871850e-01 -0.253027604
#> 31 0.04317217 -0.0085292050 -0.056245591 -1.001333e-01 -0.140481111
#> 32 0.04317217 -0.0575337713 -0.151033705 -2.378054e-01 -0.318473142
#> 33 0.04317217 -0.0573290168 -0.150637654 -2.372302e-01 -0.317729443
#> 34 0.04317217 0.0496893118 0.056364802 6.342432e-02 0.070977388
#> 35 0.04317217 -0.0113957674 -0.061790299 -1.081865e-01 -0.150892901
#> 36 0.04317217 -0.0185621733 -0.075652071 -1.283196e-01 -0.176922377
#> 37 0.04317217 -0.0283903872 -0.094662500 -1.559308e-01 -0.212619943
#> 38 0.04317217 0.0007529970 -0.038291296 -7.405609e-02 -0.106766743
#> 39 0.04317217 0.0122874980 -0.015980444 -4.165136e-02 -0.064871683
#> 40 0.04317217 -0.0197224485 -0.077896358 -1.315793e-01 -0.181136673
#> 41 0.04317217 -0.0575337713 -0.151033705 -2.378054e-01 -0.318473142
#> 42 0.04317217 -0.0105767495 -0.060206097 -1.058856e-01 -0.147918104
#> 43 0.04317217 -0.0652461891 -0.165951612 -2.594725e-01 -0.346485815
#> 44 0.04317217 -0.0513911376 -0.139152187 -2.205485e-01 -0.296162163
#> 45 0.04317217 -0.0984164109 -0.230111812 -3.526601e-01 -0.466965101
#> 46 0.04317217 -0.0822408089 -0.198823813 -3.072167e-01 -0.408212856
#> 47 0.04317217 -0.0958228544 -0.225095171 -3.453738e-01 -0.457544910
#> 48 0.04317217 -0.0563052446 -0.148657401 -2.343540e-01 -0.314010946
#> 49 0.04317217 -0.0142623297 -0.067335008 -1.162398e-01 -0.161304691
#> 50 0.04317217 -0.0360345535 -0.109448390 -1.774061e-01 -0.240384716
#> 51 0.04317217 -0.0541894485 -0.144564878 -2.284100e-01 -0.306326053
#> 52 0.04317217 -0.0541894485 -0.144564878 -2.284100e-01 -0.306326053
#> 53 0.04317217 -0.0320759674 -0.101791412 -1.662849e-01 -0.226006530
#> 54 0.04317217 -0.0518006465 -0.139944288 -2.216989e-01 -0.297649562
#> 55 0.04317217 -0.0606050881 -0.156974464 -2.464339e-01 -0.329628631
#> 56 0.04317217 -0.0541211970 -0.144432861 -2.282182e-01 -0.306078154
#> 57 0.04317217 -0.0937753099 -0.221134664 -3.396215e-01 -0.450107917
#> 58 0.04317217 0.0667521831 0.089369020 1.113603e-01 0.132952329
#> 59 0.04317217 0.1031302246 0.159734013 2.135598e-01 0.265082903
#> 60 0.04317217 0.0438196841 0.045011351 4.693434e-02 0.049658008
#> 61 0.04317217 0.0894799276 0.133330639 1.752110e-01 0.215502950
#> 62 0.04317217 0.0278488366 0.014119403 2.066259e-03 -0.008350537
#> 63 0.04317217 0.0666156801 0.089104986 1.109768e-01 0.132456529
#> 64 0.04317217 0.0433419237 0.044087233 4.559214e-02 0.047922710
#> 65 0.04317217 0.0848388266 0.124353491 1.621725e-01 0.198645766
#> 66 0.04317217 0.0876371375 0.129766183 1.700340e-01 0.208809656
#> 67 0.04317217 -0.0478420604 -0.132287309 -2.105778e-01 -0.283271375
#> 68 0.04317217 -0.0502991139 -0.137039917 -2.174806e-01 -0.292195767
#> 69 0.04317217 0.0802659771 0.115508361 1.493256e-01 0.182036482
#> 70 0.04317217 0.2594943770 0.462184669 6.528452e-01 0.833021263
#> 71 0.04317217 0.0844975692 0.123693407 1.612137e-01 0.197406267
#> 72 0.04317217 0.1464699177 0.243564727 3.353172e-01 0.422499253
#> 73 0.04317217 0.0524876227 0.061777494 7.128583e-02 0.081141278
#> 74 0.04317217 -0.0324854763 -0.102583513 -1.674354e-01 -0.227493928
#> 75 0.04317217 -0.0408804089 -0.118821588 -1.910199e-01 -0.257985599
#> 76 0.04317217 -0.0413581693 -0.119745706 -1.923621e-01 -0.259720898
#> 77 0.04317217 -0.0082561990 -0.055717523 -9.936629e-02 -0.139489512
#> 78 0.04317217 0.0728948167 0.101250539 1.286173e-01 0.155263307
#> 79 0.04317217 0.0180206227 -0.004891027 -2.554487e-02 -0.044048103
#> 80 0.04317217 0.0394515890 0.036562271 3.466273e-02 0.033792423
#> 81 0.04317217 0.0339232187 0.025868904 1.913147e-02 0.013712542
#> 82 0.04317217 0.0607460524 0.077751535 9.448684e-02 0.111137149
#> 83 0.04317217 0.0176111138 -0.005683128 -2.669533e-02 -0.045535502
#> 84 0.04317217 0.0295551237 0.017419824 6.859857e-03 -0.002153043
#> 85 0.04317217 0.1306355731 0.212936813 2.908326e-01 0.364986508
#> 86 0.04317217 0.1091363553 0.171351498 2.304333e-01 0.286898082
#> 87 0.04317217 0.2140388879 0.374261431 5.251438e-01 0.667920020
#> 88 0.04317217 0.1509745157 0.252277841 3.479723e-01 0.438860638
#> 89 0.04317217 0.1423065771 0.235511698 3.236209e-01 0.407377368
#> 90 0.04317217 0.1199200900 0.192210164 2.607288e-01 0.326066245
#> 91 0.04317217 0.2438647869 0.431952805 6.089359e-01 0.776252217
#> 92 0.04317217 0.2048931889 0.356571170 4.994501e-01 0.634701451
#> 93 0.04317217 0.3829613136 0.701003191 9.997100e-01 1.281471936
#> 94 0.04317217 0.0040973198 -0.031822469 -6.466064e-02 -0.094619655
#> 95 0.04317217 0.0554906880 0.067586236 7.972256e-02 0.092048868
#> 96 0.04317217 0.0624523395 0.081051957 9.928044e-02 0.117334643
#> 97 0.04317217 -0.0824455634 -0.199219864 -3.077920e-01 -0.408956556
#> 98 0.04317217 0.0548081732 0.066266067 7.780512e-02 0.089569870
#> 99 0.04317217 0.0270980702 0.012667217 -4.292483e-05 -0.011077434
#> 100 0.04317217 0.0044385772 -0.031162385 -6.370192e-02 -0.093380156
#> 101 0.04317217 0.0011625059 -0.037499195 -7.290563e-02 -0.105279345
#> 102 0.04317217 0.0384960682 0.034714035 3.197832e-02 0.030321826
#> 103 0.04317217 -0.0335775000 -0.104695783 -1.705033e-01 -0.231460325
#> 104 0.04317217 -0.0376043376 -0.112484778 -1.818162e-01 -0.246086411
#> 105 0.04317217 -0.0645636743 -0.164631443 -2.575551e-01 -0.344006818
#> 106 0.04317217 0.1047000088 0.162770401 2.179699e-01 0.270784597
#> 107 0.04317217 0.0311931593 0.020588229 1.146171e-02 0.003796551
#> 108 0.04317217 0.0937115197 0.141515685 1.870992e-01 0.230872735
#> 109 0.04317217 0.0829277850 0.120657019 1.568036e-01 0.191704573
#> 110 0.04317217 0.0505765811 0.058081021 6.591699e-02 0.074200085
#> 111 0.04317217 0.0558319455 0.068246320 8.068128e-02 0.093288366
#> 112 0.04317217 0.0460037316 0.049235891 5.307015e-02 0.057590800
#> 113 0.04317217 0.3087036978 0.557368834 7.910926e-01 1.011756992
#> 114 0.04317217 0.1052460207 0.163826536 2.195039e-01 0.272767796
#> 115 0.04317217 0.0904354484 0.135178875 1.778955e-01 0.218973547
#> 116 0.04317217 0.1706309434 0.290298700 4.031946e-01 0.510255770
#> 117 0.04317217 0.2008663513 0.348782175 4.881372e-01 0.620075365
#> 118 0.04317217 0.0819040128 0.118676766 1.539275e-01 0.187986076
#> 119 0.04317217 0.0002069851 -0.039347431 -7.559004e-02 -0.108749941
#> 120 0.04317217 0.0919369811 0.138083246 1.821138e-01 0.224427342
#> 121 0.04317217 0.2382681651 0.421127421 5.932129e-01 0.755924436
#> 122 0.04317217 0.1147329771 0.182176882 2.461563e-01 0.307225863
#> 123 0.04317217 0.1704944404 0.290034667 4.028111e-01 0.509759970
#> 124 0.04317217 0.1565711375 0.263103225 3.636954e-01 0.459188418
#> 125 0.04317217 0.3374375730 0.612947937 8.718168e-01 1.116122793
#> 126 0.04317217 0.2398379493 0.424163809 5.976230e-01 0.761626130
#> 127 0.04317217 0.1210121137 0.194322434 2.637968e-01 0.330032641
#> 128 0.04317217 0.0822452702 0.119336850 1.548862e-01 0.189225575
#> 129 0.04317217 0.0430006663 0.043427148 4.463342e-02 0.046683211
#> 130 0.04317217 0.0318756742 0.021908398 1.337915e-02 0.006275549
#> 131 0.04317217 0.0647728900 0.085540531 1.057997e-01 0.125763235
#> 132 0.04317217 0.0477782702 0.052668329 5.805549e-02 0.064036194
#> 133 0.04317217 0.0335137098 0.025076803 1.798101e-02 0.012225143
#> 134 0.04317217 0.0628618484 0.081844058 1.004309e-01 0.118822042
#> 135 0.04317217 0.1185550603 0.189569826 2.568940e-01 0.321108250
#> 136 0.04317217 0.1508380127 0.252013807 3.475889e-01 0.438364838
#> 137 0.04317217 0.0939845256 0.142043752 1.878661e-01 0.231864334
#> 138 0.04317217 0.0924147415 0.139007364 1.834560e-01 0.226162640
#> 139 0.04317217 0.0675029494 0.090821206 1.134695e-01 0.135679226
#> 0.1684 0.1570 0.1465 0.1366 0.1274
#> 1 -0.1768017052 -0.211167524 -0.243137064 -0.2730248605 -0.3010151679
#> 2 1.2450428893 1.449041771 1.644519478 1.8325329615 2.0136702364
#> 3 -0.3959174682 -0.467016882 -0.534037564 -0.5975054055 -0.6577236722
#> 4 0.5885985497 0.682548021 0.773016743 0.8604284717 0.9450146761
#> 5 -0.1235276804 -0.148962392 -0.172409882 -0.1941332994 -0.2142879629
#> 6 -0.3131470907 -0.370370490 -0.424150699 -0.4749337710 -0.5229780147
#> 7 -0.4199961235 -0.495132197 -0.566004652 -0.6331626082 -0.6969224090
#> 8 -0.5129999296 -0.603727597 -0.689477529 -0.7708885538 -0.8483275296
#> 9 -0.4961448709 -0.584046877 -0.667100567 -0.7459285119 -0.8208884139
#> 10 -0.3309050990 -0.391105534 -0.447726426 -0.5012309581 -0.5518870830
#> 11 -0.1674712262 -0.200272840 -0.230749817 -0.2592076944 -0.2858256574
#> 12 0.0841507215 0.093532192 0.103306252 0.1134100742 0.1238011415
#> 13 -0.2887674522 -0.341903735 -0.391784022 -0.4388308533 -0.4832892937
#> 14 -0.1569368146 -0.187972390 -0.216764216 -0.2436076682 -0.2686762101
#> 15 1.0942503106 1.272969617 1.444325590 1.6092297293 1.7681881476
#> 16 0.2024371155 0.231648672 0.260344571 0.2885760827 0.3163649357
#> 17 -0.2228521334 -0.264938063 -0.304274119 -0.3412192608 -0.3759827519
#> 18 -0.4383560982 -0.516570124 -0.590379556 -0.6603512253 -0.7268114457
#> 19 -0.4079567959 -0.481074539 -0.550021108 -0.6153340068 -0.6773230406
#> 20 -0.4061508967 -0.478965891 -0.547623576 -0.6126597166 -0.6743831353
#> 21 -0.1554318986 -0.186215183 -0.214766273 -0.2413790931 -0.2662262891
#> 22 0.3550355934 0.409829475 0.462935991 0.5145536051 0.5647869298
#> 23 0.1235795195 0.139571019 0.155652358 0.1717987437 0.1879890729
#> 24 -0.0789821681 -0.096949061 -0.113270769 -0.1281674744 -0.1417702999
#> 25 -0.0681467732 -0.084297170 -0.098885579 -0.1121217331 -0.1241308684
#> 26 -0.4419678965 -0.520787421 -0.595174619 -0.6656998057 -0.7326912562
#> 27 -0.3272933007 -0.386888237 -0.442931363 -0.4958823777 -0.5460072725
#> 28 0.0393042260 0.041167419 0.043767550 0.0469985341 0.0507934943
#> 29 -0.2171334528 -0.258260676 -0.296681936 -0.3327506751 -0.3666730519
#> 30 -0.3143510235 -0.371776256 -0.425749053 -0.4767166312 -0.5249379515
#> 31 -0.1777046547 -0.212221849 -0.244335829 -0.2743620056 -0.3024851205
#> 32 -0.3938105859 -0.464556792 -0.531240443 -0.5943854002 -0.6542937828
#> 33 -0.3929076363 -0.463502468 -0.530041678 -0.5930482551 -0.6528238301
#> 34 0.0790340072 0.087557688 0.096513245 0.1058329186 0.1154714099
#> 35 -0.1903459488 -0.226982389 -0.261118551 -0.2930820371 -0.3230644573
#> 36 -0.2219491838 -0.263883738 -0.303075353 -0.3398821157 -0.3745127993
#> 37 -0.2652907633 -0.314491304 -0.360616112 -0.4040650806 -0.4450705254
#> 38 -0.1367709408 -0.164425815 -0.189991780 -0.2137447610 -0.2358472681
#> 39 -0.0859047815 -0.105032214 -0.122461307 -0.1384189202 -0.1530399367
#> 40 -0.2270658981 -0.269858243 -0.309868360 -0.3474592712 -0.3828425308
#> 41 -0.3938105859 -0.464556792 -0.531240443 -0.5943854002 -0.6542937828
#> 42 -0.1867341505 -0.222765092 -0.256323487 -0.2877334566 -0.3171846468
#> 43 -0.4278216865 -0.504269674 -0.576393955 -0.6447511991 -0.7096619984
#> 44 -0.3667220987 -0.432927064 -0.495277470 -0.5542710472 -0.6101952039
#> 45 -0.5740995173 -0.675070207 -0.770594014 -0.8613687058 -0.9477943241
#> 46 -0.5027665011 -0.591778589 -0.675891516 -0.7557342427 -0.8316680665
#> 47 -0.5626621561 -0.661715432 -0.755409647 -0.8444315345 -0.9291749241
#> 48 -0.3883928885 -0.458230847 -0.524047849 -0.5863625296 -0.6454740670
#> 49 -0.2029872428 -0.241742928 -0.277901272 -0.3118020685 -0.3436437941
#> 50 -0.2990008807 -0.353852743 -0.405370035 -0.4539851644 -0.4999487569
#> 51 -0.3790624095 -0.447336163 -0.511660602 -0.5725453636 -0.6302845565
#> 52 -0.3790624095 -0.447336163 -0.511660602 -0.5725453636 -0.6302845565
#> 53 -0.2815438557 -0.333469141 -0.382193896 -0.4281336924 -0.4715296727
#> 54 -0.3685279979 -0.435035713 -0.497675001 -0.5569453374 -0.6131351092
#> 55 -0.4073548295 -0.480371657 -0.549221930 -0.6144425768 -0.6763430722
#> 56 -0.3787614264 -0.446984721 -0.511261013 -0.5720996485 -0.6297945723
#> 57 -0.5536326604 -0.651172190 -0.743421989 -0.8310600834 -0.9144753978
#> 58 0.1542798050 0.175418044 0.196410395 0.2172616772 0.2379674622
#> 59 0.3147038458 0.362736324 0.409391118 0.4548277905 0.4991290457
#> 60 0.0531494528 0.057333725 0.062148626 0.0675014257 0.0733327679
#> 61 0.2545072076 0.292448039 0.329473399 0.3656847836 0.4011322039
#> 62 -0.0172806139 -0.024903569 -0.031355106 -0.0367958923 -0.0413235370
#> 63 0.1536778386 0.174715161 0.195611218 0.2163702471 0.2369874938
#> 64 0.0510425705 0.054873635 0.059351506 0.0643814204 0.0699028785
#> 65 0.2340403506 0.268550022 0.302301374 0.3353761613 0.3678132777
#> 66 0.2463806614 0.282959120 0.318684506 0.3536504777 0.3879026302
#> 67 -0.3510709728 -0.414652110 -0.474498862 -0.5310938654 -0.5847160250
#> 68 -0.3619063677 -0.427304001 -0.488884052 -0.5471396066 -0.6023554566
#> 69 0.2138744768 0.245003446 0.275528938 0.3055132540 0.3349843356
#> 70 1.0042563365 1.167888631 1.324848598 1.4759609340 1.6216828690
#> 71 0.2325354347 0.266792815 0.300303431 0.3331475861 0.3653633566
#> 72 0.5058281721 0.585901629 0.663129879 0.7378568373 0.8102690186
#> 73 0.0913743181 0.101966786 0.112896378 0.1241072350 0.1355607625
#> 74 -0.2833497548 -0.335577789 -0.384591428 -0.4308079827 -0.4744695780
#> 75 -0.3203706873 -0.378805085 -0.433740825 -0.4856309319 -0.5347376357
#> 76 -0.3224775696 -0.381265175 -0.436537945 -0.4887509371 -0.5381675252
#> 77 -0.1765007220 -0.210816083 -0.242737475 -0.2725791455 -0.3005251837
#> 78 0.1813682922 0.207047772 0.232373369 0.2573760303 0.2820660411
#> 79 -0.0606221934 -0.075511134 -0.088895864 -0.1009788573 -0.1118812632
#> 80 0.0338865286 0.034841474 0.036574956 0.0389756635 0.0419737785
#> 81 0.0095068901 0.006374718 0.004208279 0.0028727457 0.0022850576
#> 82 0.1277932842 0.144491199 0.161246598 0.1780387542 0.1948488518
#> 83 -0.0624280926 -0.077619783 -0.091293396 -0.1036531475 -0.1148211684
#> 84 -0.0097560341 -0.016117533 -0.021365391 -0.0256530165 -0.0290739318
#> 85 0.4360000718 0.504367219 0.570425324 0.6344509493 0.6965926820
#> 86 0.3411903666 0.393663169 0.444554915 0.4940507135 0.5422476561
#> 87 0.8038015312 0.933828641 1.058722592 1.1791147212 1.2953533857
#> 88 0.5256930627 0.609096763 0.689502726 0.7672740295 0.8426079764
#> 89 0.4874681975 0.564463702 0.638754974 0.7106682202 0.7803799818
#> 90 0.3887457108 0.449190915 0.507689914 0.5644736889 0.6196651612
#> 91 0.9353311857 1.087408544 1.233342809 1.3738921912 1.5094764851
#> 92 0.7634697836 0.886735490 1.005177719 1.1193889066 1.2296955017
#> 93 1.5487349291 1.803646170 2.047704374 2.2822594311 2.5080643035
#> 94 -0.1220227644 -0.147205185 -0.170411939 -0.1919047243 -0.2118380418
#> 95 0.1046175785 0.117430209 0.130478276 0.1437186966 0.1571200677
#> 96 0.1353178639 0.153277234 0.171236313 0.1891816300 0.2070984570
#> 97 -0.5036694506 -0.592832913 -0.677090282 -0.7570713878 -0.8331380191
#> 98 0.1016077465 0.113915794 0.126482390 0.1392615462 0.1522202256
#> 99 -0.0205914290 -0.028769424 -0.035750581 -0.0416987577 -0.0467133633
#> 100 -0.1205178484 -0.145447978 -0.168413996 -0.1896761491 -0.2093881208
#> 101 -0.1349650416 -0.162317166 -0.187594248 -0.2110704707 -0.2329073628
#> 102 0.0296727639 0.029921294 0.030980715 0.0327356530 0.0351139996
#> 103 -0.2881654859 -0.341200852 -0.390984845 -0.4379394232 -0.4823093253
#> 104 -0.3059234941 -0.361935896 -0.414560573 -0.4642366102 -0.5112183937
#> 105 -0.4248118546 -0.500755259 -0.572398069 -0.6402940488 -0.7047621563
#> 106 0.3216264592 0.370819477 0.418581656 0.4650792363 0.5103986825
#> 107 -0.0025324376 -0.007682939 -0.011775265 -0.0149558557 -0.0173143108
#> 108 0.2731681654 0.314237407 0.354247892 0.3933191158 0.4315112249
#> 109 0.2256128213 0.258709662 0.291112893 0.3228961403 0.3540937198
#> 110 0.0829467887 0.092126426 0.101707897 0.1116272141 0.1218412046
#> 111 0.1061224944 0.119187416 0.132476219 0.1459472717 0.1595699887
#> 112 0.0627809149 0.068579851 0.074935461 0.0817643068 0.0890122626
#> 113 1.2212652172 1.421277899 1.612951978 1.7973214738 1.9749614839
#> 114 0.3240343247 0.373631008 0.421778365 0.4686449565 0.5143185562
#> 115 0.2587209723 0.297368219 0.335067639 0.3719247941 0.4079919828
#> 116 0.6123762217 0.710311894 0.804584243 0.8956399594 0.9837234286
#> 117 0.7457117754 0.866000446 0.981601992 1.0930917196 1.2007864333
#> 118 0.2210980734 0.253438041 0.285119064 0.3162104148 0.3467439567
#> 119 -0.1391788063 -0.167237346 -0.193188489 -0.2173104812 -0.2397671418
#> 120 0.2653426025 0.305099930 0.343858588 0.3817305249 0.4187716354
#> 121 0.9106505641 1.058590347 1.200576544 1.3373435584 1.4692977800
#> 122 0.3658709883 0.422481366 0.477321180 0.5305993463 0.5824263613
#> 123 0.6117742554 0.709609011 0.803785066 0.8947485293 0.9827434602
#> 124 0.5503736844 0.637914960 0.722268991 0.8038226623 0.8827866815
#> 125 1.3479791407 1.569234739 1.781178778 1.9849675032 2.1812448360
#> 126 0.9175731775 1.066673500 1.209767082 1.3475950042 1.4805674168
#> 127 0.3935614419 0.454813978 0.514083331 0.5716051295 0.6275049085
#> 128 0.2226029893 0.255195248 0.287117007 0.3184389900 0.3491938777
#> 129 0.0495376545 0.053116428 0.057353563 0.0621528453 0.0674529574
#> 130 0.0004773944 -0.004168525 -0.007779379 -0.0104987053 -0.0124144687
#> 131 0.1455512924 0.165226243 0.184822326 0.2043359412 0.2237579202
#> 132 0.0706064779 0.077717328 0.085324765 0.0933528977 0.1017518521
#> 133 0.0077009909 0.004266070 0.001810748 0.0001984555 -0.0006548477
#> 134 0.1371237631 0.155385883 0.173633845 0.1918559203 0.2100383623
#> 135 0.3827260470 0.442162086 0.499698142 0.5555593882 0.6098654770
#> 136 0.5250910963 0.608393881 0.688703549 0.7663825995 0.8416280080
#> 137 0.2743720982 0.315643173 0.355846246 0.3951019759 0.4334711617
#> 138 0.2674494848 0.307560020 0.346655708 0.3848505301 0.4222015249
#> 139 0.1575906201 0.179283900 0.200805870 0.2221645426 0.2433572885
#> 0.1188 0.1108 0.1033 0.0964 0.0899 0.0838
#> 1 -0.316873230 -0.44726698 -0.575602951 -0.70276977 -0.815187442 -0.92293457
#> 2 2.150965430 2.23194851 2.320745304 2.41786798 2.518714051 2.62676064
#> 3 -0.652875164 -0.52174833 -0.396755288 -0.27640988 -0.185998761 -0.09471032
#> 4 0.979850173 0.92319412 0.872969271 0.82853880 0.780441096 0.72243539
#> 5 -0.245723418 -0.33143119 -0.415486084 -0.49855649 -0.535121606 -0.58187593
#> 6 -0.575950363 -0.58590128 -0.597365946 -0.61038141 -0.623861729 -0.61650686
#> 7 -0.772094864 -0.78196456 -0.794034411 -0.80838222 -0.842170254 -0.88499796
#> 8 -0.915942988 -0.98277895 -1.051382388 -1.12216280 -1.206213894 -1.30870428
#> 9 -0.896500960 -0.93552130 -0.976721048 -1.02034936 -1.075310316 -1.11809185
#> 10 -0.615854688 -0.69148884 -0.767147339 -0.84343764 -0.930489544 -1.00033906
#> 11 -0.323120788 -0.38297088 -0.442085041 -0.50092454 -0.561240813 -0.61729977
#> 12 0.116295620 -0.01434825 -0.140757034 -0.26398685 -0.342626605 -0.41720112
#> 13 -0.534652581 -0.64950799 -0.763249967 -0.87675841 -0.954621525 -1.03300529
#> 14 -0.304229019 -0.41581516 -0.525392964 -0.63383263 -0.750230812 -0.87460834
#> 15 1.871837285 1.94637474 2.027934617 2.11690606 2.281735543 2.44646072
#> 16 0.318463472 0.15456939 -0.003397420 -0.15679805 -0.315501332 -0.47224752
#> 17 -0.358530972 -0.36597992 -0.374985084 -0.38522835 -0.401173762 -0.43000680
#> 18 -0.772023662 -0.83610381 -0.901612288 -0.96886771 -1.055290741 -1.13983632
#> 19 -0.710002615 -0.73665772 -0.765482235 -0.79644997 -0.852148558 -0.90762808
#> 20 -0.725035558 -0.69823814 -0.674638522 -0.65389244 -0.612874231 -0.56471857
#> 21 -0.299687164 -0.29845015 -0.297831558 -0.29779564 -0.300091280 -0.31693452
#> 22 0.586871490 0.52677395 0.471301340 0.41990699 0.357062933 0.31471963
#> 23 0.184282484 0.22004553 0.256484182 0.29385218 0.302627828 0.29257070
#> 24 -0.166781952 -0.25825719 -0.347629556 -0.43561237 -0.536277408 -0.62379591
#> 25 -0.152455828 -0.18655796 -0.219757989 -0.25234224 -0.271894445 -0.30605429
#> 26 -0.797083893 -0.87182452 -0.947568521 -1.02482763 -1.114566068 -1.17656663
#> 27 -0.607684722 -0.73370321 -0.858570970 -0.98328482 -1.120139691 -1.23825012
#> 28 0.029927561 -0.01140561 -0.050818595 -0.08869987 -0.126692005 -0.16638247
#> 29 -0.423246947 -0.54980750 -0.674305256 -0.79780202 -0.915597026 -1.05428067
#> 30 -0.588091917 -0.67360401 -0.758776667 -0.84430455 -0.947447978 -1.07293481
#> 31 -0.361541602 -0.48637919 -0.608825039 -0.72997407 -0.863957412 -1.01321004
#> 32 -0.719600751 -0.84785706 -0.975447918 -1.10335441 -1.244188783 -1.39271500
#> 33 -0.620315078 -0.54414834 -0.473115834 -0.40600907 -0.320475617 -0.23851964
#> 34 0.108808405 -0.02817111 -0.160822120 -0.29024191 -0.424159846 -0.53855205
#> 35 -0.322777268 -0.31966333 -0.317881782 -0.31715714 -0.341671514 -0.36918812
#> 36 -0.410980599 -0.48951544 -0.567362295 -0.64508116 -0.735631883 -0.82116814
#> 37 -0.494398985 -0.50550153 -0.517715900 -0.53110634 -0.547640485 -0.57130529
#> 38 -0.260768835 -0.25546342 -0.250802060 -0.24668238 -0.249288659 -0.25713635
#> 39 -0.178841012 -0.17657981 -0.174441448 -0.17239454 -0.196398427 -0.22626257
#> 40 -0.445666680 -0.59477785 -0.741321162 -0.88656550 -1.035172926 -1.18692313
#> 41 -0.728884826 -0.85755606 -0.985451047 -1.11360816 -1.249419093 -1.38753875
#> 42 -0.381653673 -0.53927082 -0.693755191 -0.84648581 -0.996829209 -1.14657715
#> 43 -0.798415592 -1.00115919 -1.201548963 -1.40126531 -1.591743528 -1.78223009
#> 44 -0.668153603 -0.77405822 -0.879661049 -0.98574537 -1.108740362 -1.22761339
#> 45 -1.033720013 -1.27695290 -1.518191850 -1.75930203 -2.009074497 -2.26723364
#> 46 -0.916149816 -1.17779889 -1.436424110 -1.69408687 -1.959116996 -2.23040680
#> 47 -1.011668365 -1.24405944 -1.474646297 -1.70519752 -1.942711355 -2.19086826
#> 48 -0.709382288 -0.94302891 -1.173533722 -1.40271021 -1.616735545 -1.84462984
#> 49 -0.332040566 -0.27444468 -0.219677818 -0.16695616 -0.132999076 -0.10076852
#> 50 -0.554678749 -0.57690512 -0.600218702 -0.62477574 -0.661910016 -0.72293266
#> 51 -0.687112946 -0.67811975 -0.671609215 -0.66743644 -0.683320568 -0.72215056
#> 52 -0.691658321 -0.70975014 -0.729646839 -0.75144481 -0.778247251 -0.82753390
#> 53 -0.503417799 -0.47059615 -0.440236109 -0.41193877 -0.406121814 -0.41081434
#> 54 -0.684984317 -0.73213607 -0.780213166 -0.82961206 -0.875553327 -0.91132838
#> 55 -0.734475391 -0.71130685 -0.691180879 -0.67382449 -0.651109412 -0.61475758
#> 56 -0.679657049 -0.62462122 -0.573209341 -0.52487100 -0.479370432 -0.41866895
#> 57 -0.987521425 -0.94476915 -0.906619471 -0.87261074 -0.834049669 -0.78488617
#> 58 0.242486601 0.26463467 0.287950708 0.31260308 0.325094993 0.35493320
#> 59 0.534334245 0.60603125 0.678803467 0.75325912 0.829112222 0.91301936
#> 60 0.087838896 0.19941796 0.309104935 0.41791867 0.498204200 0.59160927
#> 61 0.427769221 0.35159074 0.279488995 0.21089868 0.161848636 0.10617468
#> 62 -0.044268518 -0.14017894 -0.233589076 -0.32516977 -0.434341057 -0.54975690
#> 63 0.258328682 0.17614338 0.097357638 0.02141042 -0.067676275 -0.16400474
#> 64 0.063910708 -0.01804207 -0.097192738 -0.17417518 -0.229885787 -0.29107242
#> 65 0.382097327 0.28526728 0.192950140 0.10436175 -0.002780373 -0.11867150
#> 66 0.408702599 0.31013172 0.216150119 0.12598759 0.054009483 -0.02073993
#> 67 -0.652600147 -0.65106372 -0.651473837 -0.65383199 -0.668980106 -0.69713315
#> 68 -0.663162350 -0.64488226 -0.629108150 -0.61565865 -0.612608210 -0.62092336
#> 69 0.372265583 0.39775065 0.424486011 0.45280808 0.622768931 0.76943227
#> 70 1.709810303 1.78910179 1.874694276 1.96699821 2.038310098 2.11095200
#> 71 0.361762803 0.31068014 0.263231053 0.21889157 0.174324896 0.14384228
#> 72 0.835908313 0.80446868 0.778257897 0.75685362 0.732160780 0.72417134
#> 73 0.117560513 0.09667657 0.077658723 0.06025465 0.097771225 0.14544060
#> 74 -0.504989157 -0.53544787 -0.566930921 -0.59953197 -0.608641175 -0.60012520
#> 75 -0.593937249 -0.66327948 -0.732752625 -0.80289514 -0.853614879 -0.89148080
#> 76 -0.572428235 -0.58413955 -0.597608557 -0.61276983 -0.584750777 -0.54036518
#> 77 -0.327193362 -0.38451224 -0.441347981 -0.49807258 -0.441744789 -0.37524077
#> 78 0.280038509 0.18936846 0.102789486 0.01951467 -0.030010316 -0.06394123
#> 79 -0.137266848 -0.14285171 -0.148162728 -0.15324910 -0.151389704 -0.13347731
#> 80 0.051262712 0.04937421 0.048115416 0.04759051 0.033055530 0.03470717
#> 81 -0.006215733 0.02717174 0.060353129 0.09362903 0.151619021 0.22049038
#> 82 0.202523109 0.26667573 0.330757968 0.39531149 0.474988370 0.56424210
#> 83 -0.120944347 -0.05260983 0.014058375 0.07971094 0.173268889 0.27048906
#> 84 -0.042420707 -0.01190155 0.018363831 0.04864093 0.074741132 0.11036957
#> 85 0.732649586 0.79133839 0.852446524 0.91638446 1.001586417 1.08454437
#> 86 0.577754328 0.63377832 0.691467434 0.75128558 0.825375167 0.90869691
#> 87 1.374986157 1.45561634 1.540871035 1.63128638 1.722848255 1.82802147
#> 88 0.888908210 0.93434867 0.983181819 1.03569900 1.100648225 1.17290853
#> 89 0.889445343 0.91748627 0.948308192 0.98246065 0.987591708 1.02216989
#> 90 0.699741935 0.71158611 0.726046892 0.74345779 0.751185894 0.78262460
#> 91 1.648427107 1.62810238 1.615237984 1.60980609 1.599687468 1.61466867
#> 92 1.377191537 1.44167873 1.510075800 1.58321839 1.670360514 1.78433006
#> 93 2.662857175 2.67875462 2.706417907 2.74569548 2.755557704 2.75535935
#> 94 -0.215253471 -0.10724928 -0.002377765 0.10039107 0.177462682 0.24326936
#> 95 0.251108419 0.43913451 0.623075508 0.80497652 0.952202402 1.10115916
#> 96 0.311780006 0.53803197 0.759461830 0.97845492 1.193700924 1.40721724
#> 97 -0.809766819 -0.60774262 -0.414632774 -0.22819263 -0.050059772 0.12529801
#> 98 0.202690462 0.21462502 0.227007124 0.24023444 0.246789440 0.26148102
#> 99 0.026663482 0.30926858 0.584733738 0.85583726 1.188420469 1.53384180
#> 100 -0.211693575 -0.12575987 -0.042445947 0.03910833 0.117915606 0.19437770
#> 101 -0.277339762 -0.31607353 -0.354201589 -0.39208583 -0.438852883 -0.47615194
#> 102 0.018103784 0.01392917 0.010687309 0.00831481 -0.014128928 -0.02955583
#> 103 -0.516012363 -0.44750027 -0.382315304 -0.31978052 -0.246602998 -0.15421782
#> 104 -0.539804398 -0.45458524 -0.373290457 -0.29506626 -0.210717540 -0.11332554
#> 105 -0.748778031 -0.70875586 -0.672472341 -0.63942442 -0.607082162 -0.55295422
#> 106 0.594233228 0.64547885 0.697804240 0.75193240 0.806058509 0.84408332
#> 107 0.037684589 0.09178873 0.144409994 0.19639234 0.241872041 0.27781969
#> 108 0.503379128 0.50379545 0.506180811 0.51082516 0.526345075 0.52814839
#> 109 0.418912947 0.41898281 0.420694230 0.42433245 0.424713250 0.41772466
#> 110 0.124012473 0.11468458 0.106661883 0.09990791 0.080307802 0.06442453
#> 111 0.135101555 0.02688616 -0.077239088 -0.17826900 -0.282113657 -0.37648130
#> 112 0.123758617 0.02562854 -0.069666270 -0.16266086 -0.267294732 -0.35912314
#> 113 2.094648671 2.07505856 2.065600721 2.06590663 2.058032520 2.05847141
#> 114 0.528648133 0.49943707 0.473950212 0.45186626 0.470487449 0.49189436
#> 115 0.422783931 0.47190197 0.522355982 0.57450234 0.644221367 0.70674358
#> 116 1.099393171 1.27803075 1.456967143 1.63788250 1.796516820 1.96128980
#> 117 1.306548914 1.40498019 1.506834716 1.61298940 1.687416691 1.77190932
#> 118 0.340932701 0.26433902 0.191895593 0.12287259 0.043695725 -0.03769267
#> 119 -0.286632389 -0.29928255 -0.311942055 -0.32477656 -0.354929803 -0.39795336
#> 120 0.430954459 0.42964346 0.430924020 0.43473184 0.433395434 0.42291235
#> 121 1.625206111 1.87614449 2.127852281 2.38257244 2.631431025 2.88393613
#> 122 0.701997708 0.97922977 1.252293906 1.52387732 1.793349762 2.06441675
#> 123 1.112659876 1.31946966 1.525764329 1.73353085 1.921976935 2.12072198
#> 124 1.010020776 1.21866469 1.426247820 1.63480645 1.835909719 2.04943337
#> 125 2.358490425 2.51279034 2.673660523 2.84234257 3.024431884 3.20917798
#> 126 1.641312815 1.88057613 2.120886999 2.36441818 2.579119074 2.80718917
#> 127 0.777816816 1.14476429 1.505367963 1.86318274 2.197103093 2.53102731
#> 128 0.376605870 0.46329769 0.550003273 0.63748006 0.722466036 0.79062901
#> 129 0.075667719 0.15799112 0.239138266 0.31986232 0.408942126 0.48634888
#> 130 -0.037270550 -0.01498224 0.007457340 0.03017309 0.045917915 0.04233996
#> 131 0.219233503 0.27457431 0.330336018 0.38690489 0.428925081 0.45747248
#> 132 0.129391433 0.28672885 0.441121045 0.59401188 0.741516228 0.88818245
#> 133 0.004260185 0.11202862 0.217703818 0.32225591 0.417112880 0.51387164
#> 134 0.227809444 0.34611449 0.463063926 0.57968006 0.694342709 0.80586483
#> 135 0.656513328 0.75982066 0.863935060 0.96972625 1.070090679 1.17350198
#> 136 0.875484799 0.93911195 1.005840287 1.07603359 1.161853377 1.21503574
#> 137 0.445318884 0.50699552 0.569884609 0.63441218 0.682787270 0.70384942
#> 138 0.433084663 0.47409996 0.516757455 0.56131934 0.606601737 0.62747569
#> 139 0.251292637 0.29403023 0.337449681 0.38189985 0.402634152 0.41564001
#> 0.0782 0.0729 0.0680 0.0634 0.0591 0.0551
#> 1 -1.029753753 -1.139814762 -1.2541043141 -1.37311619 -1.50446688 -1.67451475
#> 2 2.743622882 2.871336547 3.0100891680 3.16041064 3.31011168 3.42805909
#> 3 0.001911259 0.099167758 0.1985188700 0.30077112 0.40809004 0.52870079
#> 4 0.654105138 0.589196295 0.5266000782 0.46575708 0.40343763 0.33082002
#> 5 -0.645291210 -0.710910084 -0.7796855717 -0.85233063 -0.91652256 -0.93775426
#> 6 -0.588063980 -0.562175249 -0.5384567972 -0.51668741 -0.50932898 -0.55367649
#> 7 -0.935446651 -0.988932821 -1.0456301199 -1.10591712 -1.16155162 -1.18838644
#> 8 -1.430184229 -1.556045516 -1.6870437156 -1.82389961 -1.97141614 -2.14536123
#> 9 -1.148106654 -1.182428881 -1.2210160426 -1.26394616 -1.32651255 -1.45511014
#> 10 -1.052774888 -1.109135770 -1.1697067289 -1.23465258 -1.30111324 -1.36340921
#> 11 -0.669902117 -0.724680013 -0.7820827058 -0.84240610 -0.92009520 -1.05882432
#> 12 -0.494227124 -0.572930133 -0.6544874218 -0.73951908 -0.84524692 -1.02484076
#> 13 -1.117561088 -1.206181524 -1.2998161321 -1.39912953 -1.50168640 -1.60333724
#> 14 -1.008255500 -1.144750621 -1.2852400395 -1.43046112 -1.58140735 -1.74365877
#> 15 2.605091297 2.773089330 2.9505048251 3.13754530 3.33193237 3.53219682
#> 16 -0.628967379 -0.787030060 -0.9480373046 -1.11275670 -1.30025444 -1.57004647
#> 17 -0.472185208 -0.514919303 -0.5583287610 -0.60250285 -0.65531516 -0.74075704
#> 18 -1.221936669 -1.307891856 -1.3980427462 -1.49263791 -1.60473970 -1.77516376
#> 19 -0.961249095 -1.017669400 -1.0769243060 -1.13908079 -1.20124107 -1.25675701
#> 20 -0.511201213 -0.459932840 -0.4103779938 -0.36237591 -0.31584369 -0.27023251
#> 21 -0.348569381 -0.380901617 -0.4142039908 -0.44884902 -0.48046370 -0.49539760
#> 22 0.293782880 0.274292058 0.2558444269 0.23849401 0.21129898 0.14091858
#> 23 0.266709179 0.242895202 0.2209219286 0.20051860 0.16999100 0.09765734
#> 24 -0.698069352 -0.774508779 -0.8537132853 -0.93592020 -1.02388154 -1.12846873
#> 25 -0.357120271 -0.408975834 -0.4622559914 -0.51751707 -0.58764176 -0.70994715
#> 26 -1.210295687 -1.248716771 -1.2918155672 -1.33950160 -1.41972545 -1.61747772
#> 27 -1.338042159 -1.442633967 -1.5527213305 -1.66864515 -1.78456804 -1.88773908
#> 28 -0.208415598 -0.250796483 -0.2940480001 -0.33851970 -0.37215899 -0.36012259
#> 29 -1.217043470 -1.383412807 -1.5549192991 -1.73269338 -1.90143662 -2.01883403
#> 30 -1.221041594 -1.372601673 -1.5287617470 -1.69046748 -1.86248506 -2.06013325
#> 31 -1.178786003 -1.347785801 -1.5216641682 -1.70145399 -1.88728846 -2.08187984
#> 32 -1.550075450 -1.712352544 -1.8807263972 -2.05602715 -2.24608875 -2.47726800
#> 33 -0.161811083 -0.085090266 -0.0073699173 0.07193011 0.15373011 0.24081159
#> 34 -0.634637243 -0.732647876 -0.8335345107 -0.93760391 -1.04481455 -1.15919379
#> 35 -0.397573976 -0.426471101 -0.4557997452 -0.48550256 -0.49985228 -0.45367608
#> 36 -0.901691174 -0.985017936 -1.0717056044 -1.16207476 -1.25002250 -1.32026741
#> 37 -0.602294614 -0.635152933 -0.6700743380 -0.70736933 -0.74905589 -0.80085170
#> 38 -0.269747965 -0.282875140 -0.2965688943 -0.31097282 -0.32650320 -0.34386902
#> 39 -0.259530144 -0.293043465 -0.3269447545 -0.36141426 -0.40065453 -0.45636072
#> 40 -1.343942530 -1.505339993 -1.6725167887 -1.84638561 -2.01966619 -2.17470817
#> 41 -1.529443791 -1.676483077 -1.8297607901 -1.99005894 -2.15249389 -2.30630251
#> 42 -1.298413761 -1.454633379 -1.6166753380 -1.78545199 -1.95070901 -2.08626074
#> 43 -1.976991000 -2.178675748 -2.3890009099 -2.60909157 -2.83097031 -3.03681411
#> 44 -1.342448318 -1.461690599 -1.5860995748 -1.71616162 -1.85507594 -2.01557623
#> 45 -2.537306577 -2.815690712 -3.1045002426 -3.40508835 -3.73948705 -4.17906595
#> 46 -2.511769292 -2.801375826 -3.1015154186 -3.41360943 -3.75505963 -4.18407698
#> 47 -2.453264391 -2.723635851 -3.0040437389 -3.29582715 -3.61363407 -4.00693093
#> 48 -2.092251641 -2.346610148 -2.6099198325 -2.88359896 -3.18041292 -3.54379408
#> 49 -0.067984966 -0.034675590 -0.0002115568 0.03577840 0.06938624 0.08982629
#> 50 -0.807702244 -0.894567535 -0.9841346088 -1.07707720 -1.18834297 -1.36109850
#> 51 -0.782589418 -0.845049113 -0.9097866302 -0.97728859 -1.05459362 -1.16128660
#> 52 -0.899890493 -0.974853412 -1.0529153571 -1.13470647 -1.23252817 -1.38190199
#> 53 -0.423774043 -0.437582001 -0.4520566357 -0.46727146 -0.47641963 -0.45872301
#> 54 -0.937897898 -0.968135815 -1.0021971509 -1.04028994 -1.08306250 -1.13381287
#> 55 -0.564857872 -0.517442248 -0.4719088694 -0.42801396 -0.38375125 -0.33324178
#> 56 -0.341490452 -0.265948319 -0.1911337981 -0.11660291 -0.03812121 0.05742827
#> 57 -0.724980101 -0.668209947 -0.6137828225 -0.56142925 -0.50806542 -0.44425496
#> 58 0.404189571 0.455021881 0.5078045992 0.56289717 0.61547259 0.65211518
#> 59 1.006208580 1.103313469 1.2049272893 1.31150902 1.42173893 1.53427770
#> 60 0.702986534 0.817196133 0.9354219435 1.05844154 1.18289133 1.30161073
#> 61 0.040481832 -0.024264311 -0.0890210381 -0.15426695 -0.20703623 -0.21078163
#> 62 -0.671480340 -0.794521001 -0.9198801285 -1.04809347 -1.16269970 -1.21828660
#> 63 -0.267847189 -0.371435487 -0.4757384663 -0.58121925 -0.66965226 -0.68986196
#> 64 -0.361402369 -0.432529170 -0.5053639773 -0.58045217 -0.65110274 -0.69933596
#> 65 -0.243147225 -0.367237688 -0.4921575874 -0.61853080 -0.73198528 -0.79244953
#> 66 -0.101742434 -0.182378665 -0.2637393060 -0.34635052 -0.42467742 -0.48453757
#> 67 -0.737433529 -0.780027650 -0.8250978938 -0.87305195 -0.93833804 -1.06227778
#> 68 -0.639745010 -0.660549501 -0.6833104437 -0.70829473 -0.74744513 -0.83456057
#> 69 0.878011783 0.989282067 1.1029763736 1.21870226 1.32835028 1.41110280
#> 70 2.188913685 2.275757331 2.3715897683 2.47672014 2.55861430 2.52702644
#> 71 0.127204234 0.111180882 0.0953578588 0.07963017 0.05471581 -0.00718868
#> 72 0.733493383 0.745730795 0.7605503005 0.77799359 0.78492598 0.74325399
#> 73 0.197697682 0.250053754 0.3023833598 0.35458552 0.40134876 0.42761005
#> 74 -0.576710780 -0.555740721 -0.5370237678 -0.52041130 -0.50508192 -0.49037645
#> 75 -0.919393474 -0.950989016 -0.9865626661 -1.02634240 -1.06472763 -1.08756172
#> 76 -0.484104832 -0.430247055 -0.3784298185 -0.32846483 -0.27357452 -0.19507860
#> 77 -0.310929243 -0.248945139 -0.1895141614 -0.13285641 -0.07641758 -0.01399014
#> 78 -0.086655141 -0.109824598 -0.1341221490 -0.15979165 -0.18412757 -0.20126048
#> 79 -0.099934837 -0.066983857 -0.0344192895 -0.00208471 0.02711096 0.04450480
#> 80 0.054194507 0.074216256 0.0950241949 0.11693779 0.14252195 0.17856027
#> 81 0.298466730 0.377227485 0.4572193429 0.53870220 0.62244481 0.71186345
#> 82 0.662772171 0.763580677 0.8673047731 0.97434248 1.08830283 1.22189125
#> 83 0.369525133 0.469685941 0.5716537845 0.67574743 0.78728417 0.92388822
#> 84 0.156623019 0.203503268 0.2513951925 0.30053248 0.35927525 0.45296541
#> 85 1.164136801 1.248221181 1.3369901719 1.43058075 1.53639532 1.67918443
#> 86 1.000979824 1.097012487 1.1972577274 1.30210630 1.42002077 1.57786239
#> 87 1.948678857 2.076765880 2.2127868866 2.35732334 2.51116810 2.68024543
#> 88 1.252344064 1.336578061 1.4258221417 1.52035018 1.62984042 1.78499525
#> 89 1.090081568 1.162903609 1.2413108335 1.32628536 1.39578500 1.38463367
#> 90 0.839357776 0.899782299 0.9643273532 1.03368534 1.08395871 1.04473855
#> 91 1.655646536 1.703664461 1.7586170157 1.82110375 1.87296321 1.86047596
#> 92 1.925230484 2.073772163 2.2308020044 2.39742552 2.55477539 2.64866580
#> 93 2.748873787 2.754347404 2.7708497645 2.79827594 2.85819993 3.01729988
#> 94 0.301570570 0.361706541 0.4244545402 0.49011481 0.55680622 0.62220978
#> 95 1.257737559 1.420084239 1.5900166694 1.76880192 1.97148588 2.24541653
#> 96 1.622225454 1.844004694 2.0746608731 2.31557017 2.58417095 2.93613109
#> 97 0.300891283 0.478042883 0.6589160140 0.84467817 1.04168581 1.27181497
#> 98 0.285008637 0.310372172 0.3378544750 0.36784822 0.41637213 0.52943850
#> 99 1.889981019 2.252262330 2.6236351370 3.00585225 3.40603742 3.85147109
#> 100 0.269790589 0.346501709 0.4252775918 0.50647509 0.59977967 0.73572469
#> 101 -0.503457368 -0.532525000 -0.5635680613 -0.59673925 -0.62966785 -0.65631776
#> 102 -0.035791264 -0.041786227 -0.0475589595 -0.05309473 -0.05763523 -0.05876663
#> 103 -0.042398414 0.068693100 0.1801386017 0.29253840 0.40537704 0.51826201
#> 104 -0.002159512 0.108639565 0.2202090425 0.33314360 0.44880565 0.57276472
#> 105 -0.476152637 -0.401534904 -0.3281426382 -0.25542302 -0.18792004 -0.13913922
#> 106 0.866066010 0.892632866 0.9238638574 0.95991760 1.01186586 1.11357788
#> 107 0.304953688 0.334384471 0.3665241726 0.40168887 0.44499661 0.51203688
#> 108 0.514457118 0.503936934 0.4962769559 0.49141732 0.48957880 0.49157325
#> 109 0.403179436 0.391369265 0.3821150683 0.37547548 0.36406992 0.32617158
#> 110 0.053457582 0.043240132 0.0336589499 0.02470750 0.02597364 0.06537599
#> 111 -0.462400763 -0.549684776 -0.6392958007 -0.73170897 -0.82114015 -0.89305342
#> 112 -0.438516492 -0.518553256 -0.5998441549 -0.68243509 -0.75232663 -0.77264109
#> 113 2.068567607 2.087328336 2.1140420200 2.14876349 2.20013364 2.29496118
#> 114 0.511717967 0.533400239 0.5564957252 0.58078872 0.58012654 0.47885863
#> 115 0.760958020 0.818251739 0.8787211524 0.94235443 1.00165148 1.03756069
#> 116 2.137315306 2.322078072 2.5170492799 2.72338482 2.95622022 3.26452696
#> 117 1.871614133 1.979204598 2.0953805113 2.22092131 2.36885156 2.58024682
#> 118 -0.121358244 -0.204728501 -0.2887569119 -0.37395934 -0.45187093 -0.49877091
#> 119 -0.452621861 -0.508324332 -0.5654812047 -0.62455422 -0.68843828 -0.76482964
#> 120 0.403656296 0.386640238 0.3714566487 0.35784540 0.34814629 0.35050090
#> 121 3.144724582 3.417828794 3.7051852724 4.00825124 4.33803601 4.73414862
#> 122 2.341236706 2.627231640 2.9248742877 3.23578043 3.56598581 3.93997608
#> 123 2.335034169 2.558723580 2.7936313601 3.04118044 3.30440321 3.59732761
#> 124 2.279458958 2.518454070 2.7683645883 3.03066726 3.31208380 3.63724391
#> 125 3.398108585 3.600399618 3.8168293713 4.04829587 4.30145878 4.60197318
#> 126 3.055650501 3.316235704 3.5909635149 3.88146456 4.19595453 4.56492805
#> 127 2.872541481 3.225494309 3.5931721179 3.97770399 4.38378749 4.83391443
#> 128 0.843110215 0.899481289 0.9600405858 1.02485555 1.08706609 1.13034312
#> 129 0.552093069 0.620298475 0.6914160296 0.76557096 0.83453245 0.87744099
#> 130 0.020024706 -0.001519707 -0.0225778090 -0.04355123 -0.07257722 -0.13121110
#> 131 0.474634272 0.494213912 0.5162657620 0.54067576 0.56860184 0.60641148
#> 132 1.036795593 1.189492515 1.3476242718 1.51193889 1.68583193 1.88363788
#> 133 0.615116977 0.718847679 0.8260166281 0.93713274 1.05505435 1.19124454
#> 134 0.916156672 1.030099249 1.1485750948 1.27203700 1.40368198 1.55677155
#> 135 1.282265148 1.396143339 1.5158854242 1.64202153 1.78243956 1.96372825
#> 136 1.234445314 1.259336563 1.2892795668 1.32381350 1.37371406 1.47529015
#> 137 0.699637832 0.699114150 0.7020625834 0.70815639 0.72935598 0.80437682
#> 138 0.624004005 0.623724032 0.6263043352 0.63136749 0.65034708 0.71981134
#> 139 0.423814096 0.434359741 0.4473522600 0.46279546 0.48837313 0.54854831
#> 0.0514 0.0480 0.0447 0.0417 0.0389 0.0363
#> 1 -1.776895638 -1.89047649 -1.997951669 -2.07236849 -2.15613928 -2.48277094
#> 2 3.541760683 3.70574185 3.930016707 4.19182967 4.53880090 4.42787833
#> 3 0.664180328 0.81879642 0.873091739 0.86973502 0.89576028 0.86340402
#> 4 0.183374438 0.01207976 -0.128123198 -0.25861068 -0.43974052 -0.49523407
#> 5 -1.055366346 -1.22949078 -1.396118701 -1.58380225 -1.90176533 -1.91322616
#> 6 -0.375200767 -0.12819982 0.166309556 0.51522439 0.99663184 1.06437327
#> 7 -1.157436949 -1.12079036 -1.084625028 -1.06570607 -1.07544998 -1.07479198
#> 8 -2.347172730 -2.59723210 -2.850824441 -3.11843968 -3.45883709 -3.72829847
#> 9 -1.486963398 -1.50928600 -1.490936876 -1.43849859 -1.33058027 -1.41273445
#> 10 -1.296260623 -1.20084903 -1.053703626 -0.86948016 -0.66573383 -0.57064190
#> 11 -1.131699420 -1.20321490 -1.237241273 -1.23684328 -1.20364157 -1.42373270
#> 12 -1.191811270 -1.38603765 -1.545755798 -1.66059681 -1.77444650 -2.06817385
#> 13 -1.799958987 -2.06281804 -2.263295868 -2.45410509 -2.76344044 -2.73184623
#> 14 -2.053812563 -2.44566033 -2.828105809 -3.22290034 -3.74930578 -4.09563870
#> 15 3.754048840 4.02644531 4.301886804 4.58628612 4.94748758 5.11232903
#> 16 -1.860720136 -2.19169130 -2.426667794 -2.59534605 -2.80010307 -2.89984586
#> 17 -0.901921217 -1.10832836 -1.348537601 -1.61173564 -1.93219742 -2.07079126
#> 18 -1.956991189 -2.17359095 -2.386736476 -2.59104282 -2.81627419 -3.03291919
#> 19 -1.196233093 -1.11237154 -1.042588068 -0.97015639 -0.88894016 -0.82721893
#> 20 -0.228470342 -0.19433083 -0.213044511 -0.26225004 -0.30621689 -0.29248621
#> 21 -0.760630914 -1.12138172 -1.523253548 -1.99215248 -2.61106456 -2.91246796
#> 22 0.170199341 0.23738411 0.359518597 0.54039848 0.79165025 0.78085239
#> 23 -0.112652583 -0.37079437 -0.638319738 -0.93627405 -1.28068910 -1.62308161
#> 24 -1.237590165 -1.36423886 -1.447289705 -1.50299283 -1.59103241 -1.60402300
#> 25 -0.983740669 -1.33095663 -1.630008521 -1.93371834 -2.32025886 -2.51009280
#> 26 -1.776628050 -1.95051069 -2.063123234 -2.11866724 -2.11017067 -2.39979810
#> 27 -1.824573039 -1.72847070 -1.559438806 -1.33534755 -1.10396488 -0.99454281
#> 28 -0.252166435 -0.11401224 0.121199610 0.38832901 0.62789565 0.92102650
#> 29 -2.142076486 -2.30190007 -2.459153994 -2.63073274 -2.92795401 -3.15170667
#> 30 -2.342257511 -2.69041139 -3.000484223 -3.31678031 -3.74121837 -4.11009600
#> 31 -2.323942439 -2.61791985 -2.838968802 -3.04362057 -3.35657439 -3.46528820
#> 32 -2.761517681 -3.10761830 -3.425214116 -3.73247751 -4.12529589 -4.47682557
#> 33 0.289726109 0.32243176 0.220009932 0.05306718 -0.12812287 -0.16706774
#> 34 -1.161673435 -1.14237081 -1.081763918 -0.96742953 -0.84202291 -1.00424571
#> 35 -0.346901345 -0.21970580 -0.168247431 -0.15251217 -0.16482656 -0.20204979
#> 36 -1.226076078 -1.09291115 -0.936375586 -0.75044057 -0.54876986 -0.48834694
#> 37 -0.847757958 -0.90727347 -0.977164802 -1.06096192 -1.16294418 -1.24317808
#> 38 -0.316957058 -0.28052793 -0.253637391 -0.23450464 -0.21044033 -0.22410626
#> 39 -0.479716970 -0.49709630 -0.512826666 -0.53102353 -0.54202454 -0.60828649
#> 40 -2.208776755 -2.23559543 -2.219311632 -2.16993325 -2.16013905 -2.12154897
#> 41 -2.352263519 -2.39723750 -2.412865689 -2.40473179 -2.43210938 -2.43161192
#> 42 -2.131442209 -2.17774938 -2.181747778 -2.15653624 -2.18813026 -2.13445006
#> 43 -3.137597861 -3.25257195 -3.310464351 -3.32809384 -3.41751264 -3.45627267
#> 44 -2.080644168 -2.14417795 -2.183626670 -2.19463847 -2.21184355 -2.28946668
#> 45 -4.645317927 -5.19901216 -5.681307150 -6.11010539 -6.63094467 -7.11622702
#> 46 -4.634873025 -5.16996475 -5.627069808 -6.02738859 -6.53125130 -7.05738482
#> 47 -4.477952525 -5.04967313 -5.573665006 -6.06698519 -6.69011837 -7.18899076
#> 48 -3.939697751 -4.41738092 -4.827095039 -5.19311545 -5.67360424 -6.14109091
#> 49 0.189394439 0.31801344 0.377574055 0.41577381 0.50420882 0.43000455
#> 50 -1.633375552 -1.96908457 -2.274468641 -2.59155679 -2.97438720 -3.28418799
#> 51 -1.341994635 -1.56984608 -1.811771177 -2.08739312 -2.42186845 -2.66941332
#> 52 -1.600830781 -1.87339825 -2.130301536 -2.40268747 -2.73037013 -2.96443002
#> 53 -0.411858284 -0.35840138 -0.346720723 -0.36939260 -0.41190970 -0.41282882
#> 54 -1.275487592 -1.46550691 -1.664221570 -1.88063195 -2.15585492 -2.34116283
#> 55 -0.424129652 -0.56627246 -0.753963023 -0.98823121 -1.28062860 -1.38096634
#> 56 0.005171105 -0.09148405 -0.258746539 -0.48629243 -0.76364326 -0.85187424
#> 57 -0.463023949 -0.51422039 -0.609447407 -0.75059004 -0.92708924 -1.14818266
#> 58 0.631618542 0.60603307 0.564073514 0.51438680 0.47848611 0.51380793
#> 59 1.500655838 1.44235262 1.347519150 1.21601437 1.06113635 1.04728043
#> 60 1.298696479 1.28210351 1.185011532 1.03469077 0.89410452 0.78766199
#> 61 -0.379528780 -0.61208549 -0.869321965 -1.15867547 -1.59297278 -1.61154746
#> 62 -1.517120366 -1.91542221 -2.353214444 -2.84358727 -3.54060763 -3.73591485
#> 63 -0.885489331 -1.14928078 -1.427401738 -1.74124686 -2.23160544 -2.55571582
#> 64 -0.926080582 -1.23055881 -1.549001240 -1.89640183 -2.38445876 -2.54822779
#> 65 -1.034937023 -1.34955255 -1.674341303 -2.02980741 -2.55610503 -2.74546730
#> 66 -0.821352861 -1.26646601 -1.703140989 -2.16666319 -2.81634443 -2.85153518
#> 67 -1.258536859 -1.50074236 -1.720917580 -1.95267662 -2.21491827 -2.46257437
#> 68 -0.955764481 -1.10548064 -1.237181441 -1.37970137 -1.53510167 -1.81926082
#> 69 1.469355399 1.50812812 1.566651257 1.62221647 1.66892636 1.81115892
#> 70 2.383457861 2.23682024 2.190528596 2.18664185 2.25338676 2.29509679
#> 71 -0.146355230 -0.31292285 -0.452942246 -0.57676958 -0.71540366 -0.74417681
#> 72 0.666962063 0.59015464 0.626888042 0.71855142 0.82783826 0.99395812
#> 73 0.446439645 0.46025862 0.499622480 0.55254660 0.61925572 0.65331086
#> 74 -0.460444013 -0.43490824 -0.427203983 -0.42056429 -0.41477686 -0.42919555
#> 75 -1.051377179 -1.01227456 -0.936726801 -0.84302959 -0.76790184 -0.76138037
#> 76 -0.066257810 0.07348419 0.171560602 0.25711585 0.35255948 0.42992929
#> 77 0.169490194 0.37570641 0.599386130 0.84875775 1.12960261 1.22715604
#> 78 -0.156532342 -0.09747010 -0.004825589 0.12237204 0.25256822 0.15284660
#> 79 0.104982716 0.18209850 0.276934617 0.38595461 0.52850532 0.61259854
#> 80 0.160653122 0.13217198 0.057887869 -0.03594745 -0.14792003 -0.30774970
#> 81 0.835170203 0.97983073 1.116525245 1.24918145 1.41561235 1.52040875
#> 82 1.420160174 1.66126918 1.875069713 2.07792700 2.33683504 2.51964306
#> 83 1.088934129 1.27644157 1.416749228 1.52753095 1.66431239 1.77698380
#> 84 0.547108851 0.65418969 0.754727588 0.83955891 0.91691284 1.00825919
#> 85 1.841733400 2.03659701 2.256692816 2.47323548 2.70016384 2.92703537
#> 86 1.715327072 1.87299612 2.012271220 2.13295979 2.25742315 2.39734958
#> 87 2.727445059 2.77886116 2.823908357 2.85235360 2.88528932 3.08148502
#> 88 1.845191385 1.90363391 1.919933641 1.90229564 1.85710767 1.89912978
#> 89 1.508335612 1.70138273 1.888275703 2.12984929 2.52559551 2.39010797
#> 90 1.038478344 1.05649097 1.063832058 1.10817036 1.25582045 1.10358175
#> 91 1.878996549 1.93436996 2.029938967 2.18878316 2.43266140 2.58486577
#> 92 2.873015177 3.17839557 3.552479537 4.00010575 4.59754191 4.95981614
#> 93 3.273850255 3.62126279 4.037646708 4.48629466 4.94146677 5.59629885
#> 94 0.624706442 0.61791840 0.599938767 0.54332780 0.47006417 0.35963415
#> 95 2.570740753 2.95928362 3.266709296 3.52097094 3.81141884 4.02512227
#> 96 3.327191512 3.78322329 4.154218864 4.46110371 4.80444931 5.32009179
#> 97 1.409976405 1.53892703 1.583073837 1.54430907 1.48292418 1.34806108
#> 98 0.710739265 0.92891556 1.139045954 1.34593268 1.53703790 1.81114337
#> 99 4.390071882 5.01721371 5.487323726 5.88125050 6.42150831 6.30260821
#> 100 0.853363665 0.97972386 1.017257769 0.99674939 0.96870281 1.01197269
#> 101 -0.628181696 -0.58754949 -0.526206219 -0.45295447 -0.37638730 -0.37810427
#> 102 -0.093213267 -0.13491868 -0.153559429 -0.17302342 -0.21483595 -0.14111803
#> 103 0.594862203 0.66979358 0.688489769 0.67297364 0.68164758 0.71228739
#> 104 0.624408567 0.66292746 0.614447091 0.51081706 0.41133252 0.40872324
#> 105 -0.117030145 -0.10324861 -0.133811628 -0.18673343 -0.21656174 -0.23006503
#> 106 1.204192393 1.30621773 1.331053615 1.31304988 1.25920913 1.36969656
#> 107 0.599475085 0.70013143 0.726832479 0.71810671 0.69981102 0.70233518
#> 108 0.500435723 0.51151613 0.498027186 0.47691841 0.43258130 0.47954208
#> 109 0.261487608 0.18632601 0.111339202 0.03965355 -0.05003500 -0.03901509
#> 110 0.188725718 0.34720288 0.496467553 0.64584987 0.80273178 0.97663184
#> 111 -0.827838740 -0.72675844 -0.567188430 -0.36072070 -0.14481072 0.08209085
#> 112 -0.606342814 -0.38357377 -0.169007162 0.07801267 0.33614357 0.60074127
#> 113 2.725010557 3.31186817 3.988936129 4.75664820 5.67237408 6.26641216
#> 114 0.557748787 0.69114375 0.906137277 1.19867273 1.62953693 1.75125335
#> 115 1.126247238 1.24346397 1.367745949 1.49596026 1.67838159 1.81139571
#> 116 3.695943796 4.23165856 4.666212024 5.06095709 5.55733256 6.01399146
#> 117 2.918673502 3.35318054 3.740670567 4.12139114 4.58602518 4.90846088
#> 118 -0.436575324 -0.34186727 -0.210735932 -0.05298594 0.09715249 0.23225344
#> 119 -0.837981291 -0.92216725 -0.970926445 -1.02039688 -1.09688564 -1.15716525
#> 120 0.410981326 0.49662417 0.614920852 0.74405836 0.87670936 0.92555318
#> 121 5.336559192 6.09172665 6.784102939 7.45744080 8.30735162 8.99066316
#> 122 4.374871551 4.89666503 5.284350655 5.60241399 6.04029959 6.36221779
#> 123 3.991285934 4.48366598 4.900980584 5.29250061 5.81448738 6.20859945
#> 124 4.084651310 4.63776856 5.118043686 5.57302913 6.15925898 6.52147198
#> 125 5.104047242 5.74931926 6.391561571 7.05635346 7.88159473 8.54864143
#> 126 5.106268229 5.79065310 6.397876326 6.98589303 7.74940872 8.27372325
#> 127 5.319431281 5.90082535 6.275658336 6.54489434 6.96218462 7.19360581
#> 128 1.157910233 1.19356531 1.209986954 1.20300795 1.21650084 1.27241874
#> 129 0.965359124 1.07701462 1.174073321 1.25851782 1.39460224 1.43655044
#> 130 -0.196623257 -0.27086046 -0.315247642 -0.36394549 -0.42058199 -0.46809376
#> 131 0.674796347 0.76478983 0.854325648 0.92821305 1.01448127 1.02012062
#> 132 2.163835167 2.50559824 2.785674762 3.02926091 3.35537344 3.53094832
#> 133 1.444461163 1.76113032 2.050800420 2.32594252 2.68145958 2.90469959
#> 134 1.824547798 2.15873771 2.457587710 2.73722855 3.09982300 3.32799699
#> 135 2.297603281 2.72022467 3.132058161 3.54339371 4.04685993 4.41685343
#> 136 1.573853578 1.69017336 1.801922123 1.88119050 1.92775923 2.09237352
#> 137 0.848534221 0.89699025 0.935737265 0.93383925 0.87754246 0.94260690
#> 138 0.818046989 0.93684472 1.039444216 1.11272020 1.15917928 1.30405776
#> 139 0.685086143 0.86204288 1.047371776 1.22648627 1.41884443 1.60062135
#> 0.0338 0.0316 0.0294 0.0274 0.0256
#> 1 -2.798547775 -3.949696861 -3.959199856 -4.01213723 -4.09656720
#> 2 4.054246520 -0.194061929 -0.392278884 -0.57263206 -0.71586705
#> 3 0.843172451 0.307397652 -0.008479167 -0.18769943 -0.23617785
#> 4 -0.564003687 -0.295120729 -0.435410217 -0.44091295 -0.33538059
#> 5 -1.774971860 -1.370826584 -1.273952293 -1.20190718 -1.15791039
#> 6 0.990110074 0.963559803 0.985196715 1.03419903 0.96453910
#> 7 -1.046668629 -0.873368737 -0.820784190 -0.82365298 -0.85419428
#> 8 -3.864250940 -5.056328297 -5.453875265 -5.76430099 -5.96105855
#> 9 -1.494823604 -1.376303071 -1.249767068 -1.21694345 -1.18163311
#> 10 -0.495654850 -1.286046686 -1.506621256 -1.64159495 -1.72305679
#> 11 -1.671051426 -3.632237804 -4.331992282 -4.73285154 -4.92977699
#> 12 -2.360572572 -5.239800256 -5.982712541 -6.36268964 -6.47795537
#> 13 -2.507266082 -1.086799887 -1.057891803 -0.96928288 -0.83492209
#> 14 -4.266117957 -7.258445432 -8.398070905 -9.09285751 -9.54187067
#> 15 5.037875608 1.231051388 0.678616414 0.50881557 0.46682218
#> 16 -2.937636905 -2.338308799 -2.543637000 -2.62532576 -2.66359832
#> 17 -2.075151226 -2.848841515 -3.043093059 -3.18777014 -3.47232457
#> 18 -3.146501434 -4.432632622 -5.034936063 -5.41663741 -5.63403543
#> 19 -0.753596320 -0.358626741 -0.527068578 -0.62980175 -0.64423020
#> 20 -0.230217521 -0.653862320 -0.854810162 -0.94929323 -0.95790736
#> 21 -3.007404693 -2.321352546 -2.108718356 -2.05456895 -2.18502993
#> 22 0.640037420 0.148810829 -0.146136910 -0.32081253 -0.42173975
#> 23 -1.917505369 -3.568449971 -3.927744587 -4.21720738 -4.43247016
#> 24 -1.561073924 -1.127092862 -0.994938770 -0.98971233 -1.09539985
#> 25 -2.556819170 -3.949680763 -4.447054266 -4.75278871 -5.01411160
#> 26 -2.664865657 -3.851104712 -4.213117410 -4.43449035 -4.55880236
#> 27 -0.904606589 -1.187192413 -1.349200258 -1.43029931 -1.60333478
#> 28 1.186551843 1.324427392 1.706949602 1.93180192 2.15993315
#> 29 -3.283898098 -4.992100252 -5.485088031 -5.79274869 -5.98146385
#> 30 -4.337408422 -6.998966340 -8.038003332 -8.65294076 -8.92833327
#> 31 -3.444584292 -4.979571770 -5.601807197 -6.01297601 -6.24145451
#> 32 -4.684326229 -6.676725173 -7.423814659 -7.92807487 -8.27177507
#> 33 -0.105584719 -0.188744526 -0.280487567 -0.34373052 -0.31922438
#> 34 -1.233658803 -1.189422241 -0.979547800 -0.93449307 -0.97127350
#> 35 -0.241234075 0.205873291 0.198076335 0.17132450 0.09507539
#> 36 -0.478282174 -2.004552493 -2.405578211 -2.70367081 -2.81400190
#> 37 -1.286367285 -2.319673304 -2.635188953 -2.84893347 -2.98048485
#> 38 -0.250931366 -0.665602321 -0.766838032 -0.83118995 -0.95028172
#> 39 -0.691967493 -1.421919918 -1.648607502 -1.81840652 -1.93371066
#> 40 -2.068300996 -1.632303515 -1.594889288 -1.61322251 -1.62193638
#> 41 -2.390326033 -3.243175315 -3.667735663 -3.96060404 -4.10189588
#> 42 -2.048808796 -2.677163471 -2.976853305 -3.18728492 -3.33501727
#> 43 -3.417787330 -5.229756260 -5.807025527 -6.18325956 -6.40794091
#> 44 -2.339458008 -4.378946524 -5.034809694 -5.46505549 -5.74094702
#> 45 -7.398470264 -9.321877008 -10.033122458 -10.53330123 -10.81513543
#> 46 -7.396794414 -11.052646558 -12.375211502 -13.20453325 -13.69339129
#> 47 -7.449551511 -10.160312087 -11.237344587 -11.93935495 -12.36491033
#> 48 -6.431445410 -9.450091274 -10.513242261 -11.14638031 -11.52631110
#> 49 0.310769166 0.174365885 0.120575051 0.10422684 0.10843614
#> 50 -3.467088830 -5.766096092 -6.399298517 -6.77895700 -7.03004761
#> 51 -2.806348944 -4.825346904 -5.481871388 -5.90795895 -6.19305461
#> 52 -3.078060625 -5.824935597 -6.574335994 -7.02480207 -7.27760192
#> 53 -0.392671315 -1.407344518 -1.797152274 -2.04458617 -2.19652077
#> 54 -2.408119871 -3.021099782 -3.275990953 -3.46272625 -3.58271651
#> 55 -1.337325866 -0.617620386 -0.612780572 -0.60865843 -0.52215526
#> 56 -0.810984649 -0.009726511 0.216316625 0.32195139 0.36794486
#> 57 -1.271361365 -2.692037591 -2.792370560 -2.90221058 -3.04539515
#> 58 0.544774955 0.264339446 -0.319824186 -0.64585900 -0.80863122
#> 59 1.057386072 0.220547447 0.203220231 0.16739836 0.04693852
#> 60 0.695881501 1.887562299 2.012004645 2.07418725 1.97532237
#> 61 -1.484819414 -0.995489929 -0.936064317 -0.89669711 -0.88927575
#> 62 -3.680853539 -4.612624147 -4.904004338 -5.17577659 -5.58386213
#> 63 -2.732181227 -5.324710457 -5.830105267 -6.11393892 -6.41368215
#> 64 -2.542977479 -3.740731671 -4.527431873 -4.95316357 -5.05740437
#> 65 -2.779769233 -4.043820333 -4.663818658 -5.05659999 -5.27559249
#> 66 -2.640190493 -4.947686360 -5.790954073 -6.32952118 -6.84970453
#> 67 -2.619116963 -4.884806974 -5.696735692 -6.14312122 -6.44395216
#> 68 -2.052593387 -5.663133011 -6.259675329 -6.65825595 -6.88860532
#> 69 1.963122335 4.767570450 4.701506433 5.10195111 5.59107642
#> 70 2.219027764 4.372838707 4.965319854 5.29529088 5.56880735
#> 71 -0.746842726 -0.187389381 0.010688250 0.08128051 0.10211685
#> 72 1.120704128 2.847761603 3.452074049 3.74872156 3.83169169
#> 73 0.667678079 1.172636435 1.709137786 1.95694984 2.05411763
#> 74 -0.405691749 0.648976562 0.922842024 1.08204143 1.14544888
#> 75 -0.729878389 -1.144902955 -1.235630836 -1.24443481 -1.23754322
#> 76 0.520687193 0.282667299 -0.032325686 -0.15728733 -0.17520790
#> 77 1.278371055 1.663719635 2.293159500 2.82490605 3.27863655
#> 78 -0.013793864 0.012912552 -0.013284325 0.04153217 0.13745257
#> 79 0.663976799 0.740314345 0.692241791 0.68625220 0.70339322
#> 80 -0.452188423 -0.495982441 -0.870457214 -1.09702950 -1.04368184
#> 81 1.576047346 0.975101161 0.900306340 0.90851916 0.91436308
#> 82 2.602541767 4.943034741 5.689030791 6.15771872 6.37156046
#> 83 1.849115172 3.326521567 3.860931555 4.26439456 4.54906186
#> 84 1.085439526 2.380032739 3.035071204 3.35064618 3.43685880
#> 85 3.059048487 2.910981652 3.301519995 3.56801220 3.74229633
#> 86 2.476548374 3.005860728 3.536322070 3.83511144 3.95498671
#> 87 3.209487729 6.003509027 6.453926423 6.82235408 7.16195977
#> 88 1.899402291 2.015925178 2.544755116 2.84606510 2.92780229
#> 89 2.045143710 3.127002889 3.537810539 3.87570432 4.08034721
#> 90 0.841337591 1.075169942 1.885437097 2.34360902 2.45886770
#> 91 2.592619091 1.548180452 1.302044316 1.27777878 1.38353527
#> 92 5.118346151 4.492309567 4.728372917 4.97809499 5.29290126
#> 93 5.993225072 11.522159601 13.194931940 14.16931564 14.68598958
#> 94 0.275332915 0.790932283 1.014794541 1.10091356 1.21169728
#> 95 4.158825397 8.124523219 8.851216624 9.33868763 9.83249616
#> 96 5.780145355 11.060690869 12.805622909 13.90569996 14.61138664
#> 97 1.304595207 0.712661093 0.783486329 0.90885334 1.02225752
#> 98 2.065346644 3.070894623 3.476300526 3.75448746 3.78173552
#> 99 5.963058547 8.984118397 10.609265922 11.64093568 11.99715156
#> 100 1.058680291 2.631672304 2.951048844 3.13199628 3.10180513
#> 101 -0.400068186 -1.153928379 -1.244758678 -1.30382879 -1.31889823
#> 102 -0.042014609 1.095346910 1.230287958 1.26873051 1.22628257
#> 103 0.769429254 0.634111908 0.794334005 0.88884274 0.85785569
#> 104 0.461185446 -1.393571289 -1.885648213 -2.17064934 -2.34721635
#> 105 -0.188375983 -0.025549111 0.033026076 0.08103271 0.13609856
#> 106 1.469421750 2.396438953 2.709368208 2.86899005 2.86340231
#> 107 0.707213449 2.038012157 2.498428974 2.76737175 2.83523280
#> 108 0.525236403 -0.625609256 -0.649868209 -0.69918471 -0.84815175
#> 109 -0.001189778 -0.162997434 -0.135594747 -0.09915874 -0.08642465
#> 110 1.092860102 1.945989254 2.183342254 2.28177396 2.32181334
#> 111 0.243544718 1.029642960 1.357299768 1.52610889 1.60270581
#> 112 0.801600843 1.958230464 1.973536715 1.96809824 2.00025504
#> 113 6.452825106 6.555385015 7.145409247 7.46113663 7.62960386
#> 114 1.687419512 1.579666985 1.671391814 1.82350206 1.98951991
#> 115 1.846926109 2.176760705 2.285035410 2.41535529 2.53685083
#> 116 6.247813639 9.936804779 10.914241828 11.50515587 11.87898907
#> 117 4.996060213 8.907273697 10.091897312 10.80608136 11.29852962
#> 118 0.291340629 1.376708757 1.577895370 1.68879272 1.75984859
#> 119 -1.194175518 -1.397953568 -1.504816175 -1.59368571 -1.60717443
#> 120 0.894903812 1.448747706 1.452376242 1.49955868 1.64075762
#> 121 9.325528327 14.030123579 15.475886297 16.43632785 17.15284863
#> 122 6.503247232 11.711083341 13.347010482 14.41486804 15.06138312
#> 123 6.381793263 10.103665854 11.216468724 11.92742188 12.42361134
#> 124 6.650504985 7.817355400 8.445453757 8.89769337 9.29963723
#> 125 8.834206310 13.230731977 14.693859887 15.66967105 16.30185165
#> 126 8.459273642 13.033324071 14.374899839 15.25107520 15.93182311
#> 127 7.216247307 8.559347698 8.987918524 9.30721435 9.32031843
#> 128 1.284648433 2.821502579 3.355011651 3.68855698 3.84633234
#> 129 1.408116844 2.478251394 2.997823194 3.33504393 3.60014617
#> 130 -0.517412506 0.174914350 0.431157580 0.60111334 0.70972855
#> 131 0.952465845 0.796304471 0.971719748 1.09388573 1.17137731
#> 132 3.575400206 4.696313564 5.094247889 5.38898800 5.59598810
#> 133 3.002060788 4.938821401 5.489987818 5.88603232 6.16304114
#> 134 3.407078526 4.893337952 5.266810991 5.56392778 5.81757443
#> 135 4.588129073 5.141768780 5.450148963 5.65642678 5.81564945
#> 136 2.174411200 2.351277615 2.567050981 2.72811662 2.76110151
#> 137 0.982515015 0.788040114 0.588443194 0.47582369 0.41376463
#> 138 1.390675319 2.713159592 3.003962644 3.19755567 3.26460587
#> 139 1.701653489 2.239712950 2.252122038 2.27713643 2.40288839
#> 0.0239 0.0223 0.0208 0.0194 0.0181
#> 1 -4.20694320 -4.168715955 -4.094374023 -4.086993003 -4.13106658
#> 2 -0.82459997 -0.981094910 -1.260902174 -1.522788673 -1.66748107
#> 3 -0.28999231 -0.530426429 -0.955218038 -1.363696005 -1.62051245
#> 4 -0.21288387 -0.156353074 -0.094519351 -0.061891183 -0.03403541
#> 5 -1.12304317 -1.194816320 -1.432294535 -1.761353719 -2.20974678
#> 6 0.85409558 0.711501923 0.521308422 0.363702402 0.16498707
#> 7 -0.88613874 -0.969227174 -1.103299051 -1.233796947 -1.31745597
#> 8 -6.13590739 -6.094945469 -6.051403693 -6.082502492 -6.15409109
#> 9 -1.14900490 -1.152965670 -1.149433512 -1.126514458 -1.07764074
#> 10 -1.81857629 -1.925606683 -2.079298696 -2.231764746 -2.28679510
#> 11 -5.11944583 -5.258417111 -5.534685136 -5.864068025 -6.18531741
#> 12 -6.56622567 -6.476083608 -6.421148305 -6.483300876 -6.66110565
#> 13 -0.73778693 -0.592824856 -0.389960471 -0.260378623 -0.27604870
#> 14 -10.00757521 -10.077154982 -10.160899105 -10.385087666 -10.64152635
#> 15 0.44154128 0.595514230 0.796062345 0.946828343 0.94220390
#> 16 -2.73090309 -2.942440179 -3.355407205 -3.844692115 -4.35222931
#> 17 -3.90605775 -4.145903352 -4.426790601 -4.806290419 -5.25755848
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#> 123 12.92316990 12.901714944 12.835222765 12.934256989 13.18055100
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#> 130 0.80724825 0.855042963 0.922871311 0.988191051 1.00196476
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#> 71 0.3538430 0.4456369 1.222210019 1.222232239 1.222254315
#> 72 6.1177153 6.2454004 7.438991860 7.439541200 7.440087139
#> 73 4.5513133 4.7100667 6.608256540 6.608774435 6.609289117
#> 74 2.1089978 2.1393282 6.377933160 6.378294871 6.378654319
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#> 78 4.4259409 4.6028350 10.439962426 10.440633984 10.441301364
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#> 83 7.6315535 7.7088400 9.039296918 9.039716197 9.040132865
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#> 85 5.1867170 5.4229709 17.132669566 17.133601831 17.134528301
#> 86 4.3664925 4.5393453 7.386418953 7.386754363 7.387087689
#> 87 12.9889866 13.0761417 17.936214686 17.937152719 17.938084922
#> 88 6.1576453 6.1552035 1.804547710 1.804539765 1.804531870
#> 89 6.5552087 6.4550281 7.337508958 7.337854707 7.338198301
#> 90 4.8481802 4.9789936 11.796061651 11.796582149 11.797099401
#> 91 1.7291413 1.7930182 1.886832186 1.886856188 1.886880043
#> 92 6.0103598 6.0326218 15.131679701 15.132507453 15.133330063
#> 93 27.5286277 27.8825721 65.933973441 65.937643112 65.941289984
#> 94 6.3544488 6.4761813 10.915708450 10.916409279 10.917105756
#> 95 13.5217480 13.7877888 25.233796816 25.235241552 25.236677311
#> 96 19.0786308 19.3862343 36.627568917 36.629443594 36.631306620
#> 97 1.7087166 1.7436051 2.555991828 2.556059890 2.556127511
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#> 101 -0.7770509 -0.8511907 0.785784213 0.785853215 0.785921784
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#> 104 -2.0027323 -2.0810417 -2.773980558 -2.774109376 -2.774237393
#> 105 4.0013392 3.9976170 9.691767469 9.692314060 9.692857248
#> 106 5.3043150 5.3939839 11.133445773 11.134015224 11.134581136
#> 107 3.3502472 3.4027417 4.317296789 4.317460868 4.317623924
#> 108 -1.1655489 -1.1133497 0.669468914 0.669496711 0.669524335
#> 109 0.3228936 0.3050161 1.952896366 1.952908142 1.952919836
#> 110 2.0040183 1.9978678 0.590669041 0.590643412 0.590617943
#> 111 3.5173373 3.4774520 11.317771275 11.318471029 11.319166438
#> 112 3.6558686 3.6207836 3.137338010 3.137446488 3.137554295
#> 113 10.0440513 10.2014330 21.356049361 21.357304725 21.358552314
#> 114 4.7363402 4.8808032 10.684759223 10.685473904 10.686184155
#> 115 3.5128815 3.5641293 8.028027022 8.028444411 8.028859209
#> 116 15.4278040 15.6010932 29.675184433 29.676675521 29.678157340
#> 117 16.7752462 16.8918426 30.381711176 30.383262710 30.384804601
#> 118 1.4996072 1.5377639 4.237720016 4.237957318 4.238193147
#> 119 -0.3246233 -0.3722963 -1.414329853 -1.414325617 -1.414321405
#> 120 10.4040146 10.5812541 25.352625704 25.354252192 25.355868583
#> 121 30.6538437 30.9427591 58.119465561 58.122616316 58.125747499
#> 122 27.6430424 27.9510446 51.227346386 51.230071888 51.232780452
#> 123 20.6735229 20.8264497 38.488703014 38.490705246 38.492695037
#> 124 18.0491212 18.2061001 33.401621058 33.403382872 33.405133739
#> 125 28.3415902 28.6811449 59.622769030 59.626001472 59.629213837
#> 126 29.1370268 29.3663762 56.738238402 56.741296181 56.744334966
#> 127 14.3454744 14.5449282 30.135480359 30.137175686 30.138860482
#> 128 13.2518868 13.4114611 26.593336146 26.594940034 26.596533966
#> 129 9.5494532 9.6699211 17.812761300 17.813760466 17.814753424
#> 130 0.8479007 0.8428164 0.442364889 0.442390523 0.442416000
#> 131 6.0935763 6.1319966 10.674948265 10.675627519 10.676302558
#> 132 8.9942261 9.0680080 15.943827514 15.944673012 15.945513257
#> 133 10.1472225 10.1736869 16.471764686 16.472662293 16.473554322
#> 134 9.6297979 9.7191191 17.556510970 17.557484532 17.558452047
#> 135 10.1526801 10.1902648 13.877168009 13.877967797 13.878762632
#> 136 1.0922339 1.0976241 5.258951585 5.259264519 5.259575510
#> 137 1.1276728 1.2164424 3.134124143 3.134330777 3.134536136
#> 138 5.5000452 5.6602802 16.167480173 16.168443802 16.169401442
#> 139 2.3106679 2.2951063 3.656026078 3.656274024 3.656520439
#> 0.0119
#> 1 -99.8307721
#> 2 -27.7756498
#> 3 -1.6980615
#> 4 -0.8568111
#> 5 -36.2385227
#> 6 -0.9445382
#> 7 -20.8057752
#> 8 -56.5829547
#> 9 -2.8650215
#> 10 -77.6840861
#> 11 -93.8094453
#> 12 -129.0085711
#> 13 -19.6821593
#> 14 -180.7015195
#> 15 -4.2237911
#> 16 -8.0356611
#> 17 -24.5294016
#> 18 -74.5354210
#> 19 -1.1687417
#> 20 -0.1126407
#> 21 -70.5754393
#> 22 -60.0520112
#> 23 -94.6033040
#> 24 -31.4455902
#> 25 -140.2199032
#> 26 -55.3461060
#> 27 -7.2019395
#> 28 0.8708499
#> 29 -86.5058121
#> 30 -162.0393542
#> 31 -115.1846029
#> 32 -138.7808288
#> 33 -2.4882552
#> 34 -9.1076786
#> 35 0.6822048
#> 36 -49.7404159
#> 37 -54.4388720
#> 38 -8.5186666
#> 39 -10.2063681
#> 40 -23.3723290
#> 41 -78.5283876
#> 42 -45.4354742
#> 43 -79.9070034
#> 44 -71.1369532
#> 45 -152.9629956
#> 46 -189.4232891
#> 47 -145.8828162
#> 48 -137.1682458
#> 49 -14.2286966
#> 50 -164.4491315
#> 51 -125.9773042
#> 52 -134.2398014
#> 53 -14.7819942
#> 54 -65.2052081
#> 55 -25.0552900
#> 56 -15.3815475
#> 57 -54.5067448
#> 58 -3.9372644
#> 59 1.4022060
#> 60 -7.1289475
#> 61 -59.8340800
#> 62 -114.9505826
#> 63 -103.8194636
#> 64 -109.1461280
#> 65 -124.9089751
#> 66 -219.6239099
#> 67 -95.3963634
#> 68 -55.8271576
#> 69 109.7834766
#> 70 44.8389143
#> 71 2.9910373
#> 72 22.7903781
#> 73 46.4970594
#> 74 30.6865663
#> 75 8.6414747
#> 76 23.2093111
#> 77 93.0778436
#> 78 11.5661221
#> 79 11.7463540
#> 80 0.8303799
#> 81 3.7179366
#> 82 135.9929648
#> 83 37.4609974
#> 84 84.9109076
#> 85 57.1453575
#> 86 9.6968905
#> 87 69.7169200
#> 88 2.8485091
#> 89 44.3040961
#> 90 66.6603975
#> 91 46.3150823
#> 92 94.4488051
#> 93 251.3232113
#> 94 34.7717822
#> 95 107.7638975
#> 96 160.0527601
#> 97 1.9402358
#> 98 0.2528348
#> 99 149.4486257
#> 100 51.6703235
#> 101 -0.5328678
#> 102 80.7995437
#> 103 55.6760646
#> 104 -0.1631462
#> 105 46.1152606
#> 106 41.3287371
#> 107 19.8733577
#> 108 1.8873323
#> 109 3.2136868
#> 110 -0.2968829
#> 111 68.6918514
#> 112 2.4898626
#> 113 108.8625477
#> 114 56.7394734
#> 115 40.8449596
#> 116 131.2547208
#> 117 125.9632428
#> 118 2.9174335
#> 119 0.8890816
#> 120 89.7612985
#> 121 254.5091095
#> 122 219.6562841
#> 123 170.2632067
#> 124 137.9022622
#> 125 246.1800601
#> 126 245.2551664
#> 127 122.3745088
#> 128 120.3862713
#> 129 76.2933475
#> 130 0.3908166
#> 131 42.7871628
#> 132 65.2478022
#> 133 70.9464312
#> 134 75.8870139
#> 135 58.0063029
#> 136 41.9747788
#> 137 14.7660397
#> 138 72.3123113
#> 139 2.9403417
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $X
#> V1 V10 V11 V12 V13
#> [1,] -0.34727335 -0.0393713102 -5.348216e-01 -0.600733753 -0.334513206
#> [2,] -0.07154074 2.8020166943 2.802089e+00 3.201563053 2.099925403
#> [3,] -0.79200336 -0.6288044818 -1.049062e+00 -0.316151480 -1.847016806
#> [4,] 2.15210932 1.5946181668 1.261487e+00 1.044290604 1.151481081
#> [5,] 0.17306076 0.9362902089 -4.097934e-01 -1.242085021 -1.604751137
#> [6,] -0.24498545 -0.4736172359 -8.548090e-01 -0.550758329 0.839996650
#> [7,] -0.50737615 -1.3337582042 -1.105572e+00 -0.965831986 -1.050264666
#> [8,] -1.06328867 -1.1938809108 -1.323841e+00 -1.007478172 -0.933918236
#> [9,] -0.68971546 -0.9273485558 -1.284284e+00 -1.110899535 -0.490623607
#> [10,] -0.88539666 -0.6455062482 -8.964851e-01 -0.855469592 -0.602551819
#> [11,] -0.68526816 -0.0331081478 -5.129240e-01 -0.379314863 0.245746209
#> [12,] 0.08856206 -0.9155181379 7.760458e-02 0.831200951 0.062390125
#> [13,] -0.38285175 -0.6830852225 -7.975927e-01 -0.587545794 0.609512897
#> [14,] -0.03596234 -0.4506523072 -4.882010e-01 -0.747883611 -0.980309534
#> [15,] -0.67637356 2.6113381949 2.448196e+00 2.062539858 2.046906777
#> [16,] 1.71627390 -0.2293539027 3.552095e-01 1.167146854 0.703031864
#> [17,] -0.79645066 -0.1987339977 -6.428968e-01 -0.385561791 0.356201681
#> [18,] -0.72529386 -0.9976351559 -1.148661e+00 -1.267072733 -1.205638697
#> [19,] -0.34282605 -0.7450209395 -1.077317e+00 -1.044959740 -1.095919595
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#> [21,] -0.44956125 -1.0818398947 -4.846691e-01 0.713897527 1.376073875
#> [22,] -0.79200336 0.3482488511 7.133411e-01 0.579241524 -0.191657462
#> [23,] -0.39619365 0.2466464390 1.701396e-01 0.876317653 0.893751646
#> [24,] -0.16938134 -1.2377230476 -3.052501e-01 -0.009357908 0.157381831
#> [25,] -0.86316016 -0.2885059919 -2.798206e-01 -0.888786541 -0.743198453
#> [26,] -0.36950985 -1.3400213666 -1.157137e+00 -1.255272980 0.228073333
#> [27,] 0.72897328 -0.6260208541 -8.880086e-01 -0.050309991 -0.504614633
#> [28,] -0.32058955 -0.4137692398 -2.764514e-02 -0.459830823 -0.872799541
#> [29,] 0.24421757 -0.8681964665 -6.294757e-01 -1.336483043 -1.158511029
#> [30,] -0.68971546 -1.1778750514 -8.576345e-01 -1.337871250 -1.104756033
#> [31,] -0.93431696 0.2139388132 -5.369408e-01 -1.058841802 -0.216694035
#> [32,] -0.82313446 -1.0630504076 -1.044117e+00 -0.588934000 -0.847762967
#> [33,] -0.09377724 -1.1180270552 -1.041998e+00 -1.101182091 -0.855126665
#> [34,] 0.57776508 0.0058626404 6.559622e-02 0.613946680 0.290664767
#> [35,] 0.42210957 -0.9503134845 -5.666085e-01 0.081569599 -0.050274457
#> [36,] -0.39174635 -1.2655593249 -6.407777e-01 0.711815217 0.371665447
#> [37,] -0.84981826 -0.9391789736 -7.424956e-01 -0.406384884 0.071226562
#> [38,] -0.34282605 -0.6740384324 -4.408739e-01 -0.736083858 -0.478841690
#> [39,] -0.56074375 -0.4617868181 -3.214967e-01 -0.230776798 -0.326413138
#> [40,] -0.23609085 -0.4979739786 -6.527861e-01 -1.040795121 -1.527432307
#> [41,] -0.68082086 -0.6023600184 -1.044117e+00 -1.351753312 -1.520068609
#> [42,] -0.63634786 -0.1806404174 -5.581320e-01 -0.926962212 -1.101074184
#> [43,] -0.85426556 -0.6837811295 -1.123938e+00 -0.934597346 -1.215211505
#> [44,] -0.93876426 -0.6872606641 -9.805436e-01 -1.067865142 -1.499450254
#> [45,] -0.92097506 -0.8835064190 -1.467235e+00 -0.620168640 -0.924345428
#> [46,] -0.45400855 -1.1785709583 -1.299825e+00 -0.411937709 -1.216684245
#> [47,] -0.05819884 -0.9663193440 -1.440393e+00 -0.268952469 -0.577515245
#> [48,] 0.39987307 -1.1563019365 -1.031403e+00 0.067687537 -0.904463443
#> [49,] -0.36950985 -0.6796056879 -5.962762e-01 -0.781200560 -0.926554537
#> [50,] -0.27611655 -0.8313133991 -8.216095e-01 -0.933903243 -1.104756033
#> [51,] -0.94765886 -0.7366700563 -1.009505e+00 -1.124781597 -1.305048622
#> [52,] -1.07663057 -0.8904654884 -1.009505e+00 -0.834646499 -0.805053518
#> [53,] -0.61855866 -0.8020853080 -7.806398e-01 -1.124087494 -1.619478534
#> [54,] -0.75197766 -0.7874712624 -9.847818e-01 -1.351059209 -0.844081118
#> [55,] -0.33837875 -0.5550383470 -1.075904e+00 -1.512091129 -1.059101104
#> [56,] -0.17382864 -0.5508629054 -1.008799e+00 -1.519032160 -0.878690499
#> [57,] 0.25755947 -0.9224772072 -1.419202e+00 -1.220567825 -0.726998317
#> [58,] -0.21830165 -0.3734066377 2.421897e-01 0.631993360 1.029980062
#> [59,] -0.79200336 0.5723308833 6.186870e-01 0.775672703 0.926888288
#> [60,] 0.58221238 0.0636229158 4.848063e-03 0.607699752 0.835578431
#> [61,] 0.38653117 1.0907815478 4.774122e-01 -1.430186963 -0.009774117
#> [62,] -0.40064095 -0.2516229245 -1.604434e-01 -0.641685836 -0.528178467
#> [63,] 2.57015553 0.4060091265 2.407770e-01 -1.042183327 -1.231411641
#> [64,] -0.01817314 -0.2502311107 -9.655471e-05 -1.069947451 -0.694598046
#> [65,] -0.19161784 1.0483312250 4.293788e-01 -1.117840566 -0.574569766
#> [66,] -0.67637356 1.4728344537 4.583401e-01 -0.861022417 0.446775168
#> [67,] -0.08043534 -0.3741025446 -9.438121e-01 -0.180801375 -0.847026597
#> [68,] -1.12555087 -0.5132839311 -9.692416e-01 -0.137072879 -0.182821024
#> [69,] 4.60257168 0.0441375217 3.820517e-01 -0.130825951 0.326746888
#> [70,] 0.25311217 1.5340742637 2.236990e+00 2.306864151 3.188279991
#> [71,] -0.51627075 -0.5800909966 4.258469e-01 1.600961294 2.197862589
#> [72,] 0.12858776 0.4345413107 1.067234e+00 1.766157833 1.685349197
#> [73,] -0.72084656 -0.8083484704 9.455755e-02 1.069278316 0.822323774
#> [74,] 0.66671108 -1.4297933609 -7.848780e-01 0.017712113 0.234700661
#> [75,] -0.06264614 -0.8507987932 -8.717620e-01 -1.115758256 -1.454531695
#> [76,] -0.30280035 -1.0310386887 -8.767066e-01 -0.490371359 0.013053347
#> [77,] 1.12033569 -0.9934597143 -5.341153e-01 -0.153731354 0.007898758
#> [78,] 0.78234088 -0.3427867327 3.057634e-01 0.607699752 0.971806846
#> [79,] 0.02185256 -0.2787632949 -2.621613e-01 0.292576942 0.429102293
#> [80,] 0.60444888 -0.1340146530 -4.035987e-02 0.400857027 0.917315480
#> [81,] -0.81868716 -0.3079913860 -9.757616e-02 0.457079378 1.069007662
#> [82,] -0.22274895 0.0413538940 1.800288e-01 0.459161687 0.122772449
#> [83,] 0.37763657 -0.5035412340 -2.663995e-01 -0.203706777 0.125717929
#> [84,] -0.51627075 -0.2704124117 -1.427841e-01 0.083651908 0.292137507
#> [85,] 0.48881907 0.3830441977 9.033557e-01 1.031796748 0.847360348
#> [86,] -0.22274895 0.9390738366 6.808479e-01 0.829812745 0.977697805
#> [87,] 1.94308621 1.4046355743 1.766545e+00 1.944542331 2.405518877
#> [88,] -0.30724765 1.3621852514 1.113855e+00 -0.772871323 1.420992434
#> [89,] 3.87766176 2.2341566376 1.024146e+00 -1.010948688 -1.528905046
#> [90,] 3.06825314 1.9885014905 7.924550e-01 -0.518829587 -0.453805116
#> [91,] 3.57969265 2.6433499138 2.075230e+00 -0.136378776 -0.213748556
#> [92,] 3.60192915 2.5006889926 1.671891e+00 -0.059333332 -1.229202531
#> [93,] 0.67560568 3.4366838166 3.514820e+00 1.794616060 0.226600593
#> [94,] -0.50737615 -0.9656234371 -4.062616e-01 0.162085559 -0.665879623
#> [95,] 1.10254649 -0.3727107307 1.256380e-01 0.249542550 0.234700661
#> [96,] 1.05807349 -0.6079272739 1.976881e-01 0.229413560 1.281082169
#> [97,] 0.09300936 -0.8139157258 -1.301944e+00 -1.071335658 -0.027446993
#> [98,] 1.96977001 -0.9551848331 1.185743e-01 1.022079305 0.502739274
#> [99,] 1.67180090 0.8729626780 -1.682136e-01 -0.743024889 0.986534243
#> [100,] -0.31614225 -0.6496816898 -4.027297e-01 -0.458442617 -1.064255693
#> [101,] -0.30724765 -0.2189152987 -4.366357e-01 -0.618780434 -0.895627005
#> [102,] -0.65413706 -0.0616403320 -5.024910e-02 -0.317539686 -1.110646991
#> [103,] -0.20051244 -0.0623362389 -7.961800e-01 -1.534996531 -0.678397910
#> [104,] -0.71639926 0.0009912919 -8.378561e-01 -1.175451123 0.066071974
#> [105,] -0.29835305 -0.5724360203 -1.116874e+00 -1.444069025 -1.078983089
#> [106,] -1.02771027 0.9056703039 6.349336e-01 0.566053565 -0.288121908
#> [107,] -0.34282605 0.3844360116 -1.258311e-01 0.409186264 0.196409431
#> [108,] -0.76087226 0.5347519089 5.212074e-01 0.682662887 -0.173984586
#> [109,] -0.19161784 0.7177754321 4.096003e-01 0.025347247 -0.134220616
#> [110,] -0.91652776 0.1046814248 7.477908e-02 0.300212076 -0.416986625
#> [111,] -0.25388005 -0.2488392968 1.291699e-01 0.372398799 -0.050274457
#> [112,] -0.64079516 -0.6385471789 2.745203e-02 -0.085015146 -0.124647809
#> [113,] -0.44066665 2.6426540068 2.746285e+00 1.429517827 0.736904875
#> [114,] -0.43621935 0.5222255842 6.405846e-01 0.407798058 0.250900797
#> [115,] 0.22642837 0.3510324788 4.873015e-01 0.495255049 -0.278549100
#> [116,] 0.07077286 0.9084539316 1.317291e+00 1.802251194 1.873859870
#> [117,] 1.58730220 1.2056061917 1.630215e+00 2.210383820 2.071943351
#> [118,] -0.34282605 0.2807458787 3.990047e-01 0.458467584 0.670631592
#> [119,] -0.36061525 -0.3288685940 -4.465249e-01 0.015629804 0.330428737
#> [120,] 0.51550287 0.2716990885 5.028417e-01 0.663922103 0.521148519
#> [121,] 0.14192966 1.5758286796 2.017307e+00 2.195807654 1.978424384
#> [122,] 0.64447458 0.3677342452 7.387706e-01 1.280285660 0.728804807
#> [123,] -0.81423986 1.0977406172 1.315878e+00 1.423965002 1.996833629
#> [124,] -0.80979256 0.5458864199 1.171778e+00 1.874437917 1.626439612
#> [125,] -0.04040964 2.6078586602 3.043669e+00 2.243006665 1.828204942
#> [126,] 0.27534867 1.3566179960 2.033554e+00 2.008399816 2.107289102
#> [127,] -0.30724765 1.2153488887 8.037570e-01 0.847859426 0.920997329
#> [128,] 0.39987307 0.2619563915 4.025366e-01 0.338387747 -0.025974253
#> [129,] -0.53405995 -0.1702018135 -3.628424e-03 0.188461477 0.262682714
#> [130,] -0.33393145 -0.2926814335 -1.187674e-01 0.189849683 -0.432450391
#> [131,] 0.50660827 0.2111551854 2.217049e-01 0.417515501 0.125717929
#> [132,] -0.66303166 0.0538802187 4.581775e-02 0.476514265 0.378292775
#> [133,] 0.39097847 -0.2230907403 -1.018144e-01 0.139180156 -0.135693356
#> [134,] -0.17827594 -0.0832134469 2.019264e-01 0.452914759 -0.229212322
#> [135,] -0.65413706 0.7135999905 7.783275e-01 0.895752540 0.267100933
#> [136,] -0.02706774 1.2731091641 1.112442e+00 0.597982308 0.172109227
#> [137,] -0.40508825 0.3593833620 5.240329e-01 0.336999541 -0.307267523
#> [138,] 0.19974457 -0.0094473121 5.077863e-01 0.678498268 0.219236895
#> [139,] -0.08043534 0.1297340744 2.499598e-01 -0.003805083 -0.756453110
#> V14 V15 V16 V17 V18
#> [1,] -1.443896544 -1.26006955 -0.67774556 -0.39801336 -0.585080467
#> [2,] 1.551315330 1.71159836 1.43639141 1.03537304 1.187892684
#> [3,] -0.408546300 -0.71414877 -0.74219542 -1.34093795 -0.864736602
#> [4,] 0.792101197 0.71525464 0.70792644 1.24965628 0.658960887
#> [5,] 0.546718064 1.17027373 0.75966787 0.40505910 -0.093150527
#> [6,] 0.448052261 -0.72231971 -1.19379832 -1.47569743 -0.274654369
#> [7,] -1.286928221 -1.49600537 -1.19515993 -0.50535085 -0.493549560
#> [8,] -1.092159363 -1.27641142 -1.29773506 -1.15133451 -1.196584828
#> [9,] -0.218902939 -0.64214238 -0.78712878 -1.03929610 -0.643504451
#> [10,] 0.310304549 0.05085527 -0.47350305 -0.06777430 0.752049767
#> [11,] -0.563592562 -1.29479603 -0.62464251 -0.17981270 -0.269590957
#> [12,] -0.046558127 0.05596211 0.25813903 0.59622951 0.020970988
#> [13,] 1.012497536 0.32764578 0.90536087 0.90492273 0.891488341
#> [14,] -0.995415621 -0.50221508 0.72063486 1.06318677 0.427991406
#> [15,] 1.547471208 0.94659431 1.46090051 1.63591454 1.300066732
#> [16,] -0.586016608 -0.14677929 0.12379284 0.67418630 0.892267328
#> [17,] -0.998619057 -0.48944799 -0.59377920 -0.59819386 -0.668042524
#> [18,] -1.099206921 -0.71823424 -0.53659129 -0.34630333 -0.266475011
#> [19,] -1.588051126 -1.58128953 -1.63586990 -1.36796820 -0.924718558
#> [20,] -0.067700799 0.14124627 0.34528250 1.11019589 1.677096172
#> [21,] 1.466744642 1.62427146 1.55893692 0.40623432 -0.266085518
#> [22,] -1.044748523 -0.94446708 0.30624949 1.04947578 0.993146072
#> [23,] -0.145223930 -0.21010405 0.18915045 1.12508211 0.479794004
#> [24,] -0.187509274 0.34909450 0.55860246 -0.43131149 -0.329572913
#> [25,] -1.335620435 -0.48434115 0.61488262 1.22027558 1.275528659
#> [26,] 0.612068141 0.83730802 0.37932292 -0.36863266 -0.132878835
#> [27,] -0.486069431 -1.03077261 -0.78531329 -0.64559473 0.849423073
#> [28,] -0.629583326 -0.54460181 -0.66231391 -0.68790293 -1.247218947
#> [29,] -1.235673258 -0.99757817 -0.94779956 -0.96917417 -1.283831310
#> [30,] -0.612284776 -0.65746289 -0.76670452 -0.84616697 -1.118296690
#> [31,] 0.205872563 0.59626536 -0.50572798 -1.35151501 -1.191521416
#> [32,] -0.083717975 -0.48587320 -0.43900876 -0.24484198 -0.653241782
#> [33,] -0.880732643 -0.65286674 -0.40632995 -0.82540461 -0.682843266
#> [34,] -0.183024465 0.05340869 -0.01599981 0.03407879 0.336071005
#> [35,] -1.101769669 -1.29224261 -0.99999486 -0.73452031 -0.356447946
#> [36,] -0.048480188 -1.51234725 -1.44978227 -0.76468450 0.024086933
#> [37,] -0.204807824 -0.45318945 -0.54385325 -0.46343439 -0.588196413
#> [38,] -0.204167137 -0.26117241 -0.75762708 -0.62052320 -0.501728918
#> [39,] -0.208651946 -0.72844791 -0.79121363 -0.61817274 -0.422272300
#> [40,] -0.805772260 -1.23555673 -1.32632902 -0.59780212 -0.709718299
#> [41,] -1.040904401 -1.18806316 -1.37262399 -0.81012665 -0.604165635
#> [42,] -1.104973104 -0.87450342 -0.70407015 -0.57116362 -0.696475529
#> [43,] -1.310633641 -1.36424900 -1.11754778 -0.55862786 -0.605334115
#> [44,] -1.477212269 -1.17223197 -1.12072488 -0.81404407 -0.268811970
#> [45,] -1.194028601 -0.86990727 -1.15249594 -1.26298116 -0.955878016
#> [46,] -1.249768373 -1.13137728 -0.94326083 -0.99816312 -1.607110685
#> [47,] -1.174807990 -0.85305471 -0.69635433 -0.80150831 -1.322780632
#> [48,] -1.042185775 -0.97255468 -0.95188441 -1.05457407 -1.252671852
#> [49,] -1.060125012 -1.26364433 -1.30545089 -1.13213911 -1.034166154
#> [50,] -0.728249129 -0.37658691 -0.73901832 -0.85674402 -1.065715105
#> [51,] -1.273473793 -0.83773420 -0.95324602 -1.11568592 -1.218006955
#> [52,] -0.869200276 -0.65439879 -0.92329045 -1.03381171 -1.072336490
#> [53,] -1.313837076 -0.82394575 -1.07579153 -1.19481794 -1.004175176
#> [54,] 0.323758977 0.85620332 1.27254352 1.41888911 1.295392814
#> [55,] 0.094393020 1.25453653 1.90932630 1.65510993 1.384976255
#> [56,] -0.030540952 1.33573522 2.04775734 1.78360153 1.413798753
#> [57,] 0.229577983 0.75304523 1.11595759 1.25788287 1.301624705
#> [58,] 0.961883261 1.20397885 1.56438338 1.57519443 1.824324611
#> [59,] 1.475073573 1.95366239 2.13399306 2.30501101 1.860547480
#> [60,] 1.243785555 1.88165600 1.71960769 2.11775802 2.073989767
#> [61,] 1.600648231 1.57116036 1.58435376 1.65863562 0.929658677
#> [62,] 1.246348303 2.12984823 1.83398350 1.48470187 0.631306868
#> [63,] 1.038125017 1.84335473 1.33109304 1.15563804 0.440455189
#> [64,] 0.713296692 1.05179514 1.60931674 1.93755639 1.853536602
#> [65,] 1.371922961 1.64674154 1.37874963 1.32761307 0.815537163
#> [66,] 1.799261211 1.95825854 2.71631117 2.30501101 1.866389879
#> [67,] -0.172132786 -0.09571093 -0.35776562 -1.33858750 -1.207490638
#> [68,] 0.218045617 -0.04515325 -0.61556506 -1.46864606 -1.101937975
#> [69,] 0.258408900 0.27198127 0.08612144 0.10576770 0.065762708
#> [70,] 2.670595574 2.16508540 1.64517264 1.76518962 1.930656260
#> [71,] 1.788369532 1.68197871 1.68874438 1.91287661 2.141761587
#> [72,] 1.328356243 1.26628225 1.62157129 1.61162650 1.819650692
#> [73,] 1.188045783 1.55124370 1.22443306 1.53092751 1.833282955
#> [74,] 0.543514629 0.71116917 0.73788200 0.96838504 1.017294652
#> [75,] -0.596267601 -0.25249079 0.19278142 0.36588483 0.860718377
#> [76,] 0.120661188 0.22857316 0.55905634 0.74234953 0.766850510
#> [77,] 0.298772183 0.58145554 0.17144943 0.60288914 0.942511953
#> [78,] 0.895251809 1.13503656 0.74650558 1.07885648 1.380302336
#> [79,] 0.557609744 0.53191923 0.57630348 0.80855404 1.372512472
#> [80,] 1.378329831 1.40161341 1.29069841 1.29313971 1.365112100
#> [81,] 1.446883344 1.14473955 0.60852841 0.91079887 1.100256709
#> [82,] 0.267378518 0.32049621 0.33257408 0.25423817 0.682719974
#> [83,] 0.430113024 0.43540002 0.26903196 0.47713975 0.702194635
#> [84,] 0.596050965 0.64631235 0.71201129 0.73647339 0.867339761
#> [85,] 1.139353568 1.14218614 0.47962869 0.28166016 0.530038630
#> [86,] 1.173950668 1.05639129 1.27390514 1.68840806 1.548173915
#> [87,] 2.534769924 2.78096983 2.70133338 1.79300335 1.639704823
#> [88,] 4.530510028 3.06899538 2.05411155 1.12743257 1.294613827
#> [89,] -0.707106457 0.39812012 -0.07454933 -0.42112618 -0.807481098
#> [90,] 0.120661188 0.56000682 0.70157222 -0.65813049 -1.019365411
#> [91,] -0.134332251 1.79688252 1.30068360 -0.95663840 -1.427164816
#> [92,] 0.003415461 0.80973111 0.40519364 -1.05809975 -1.422490897
#> [93,] -0.607159280 -0.18405919 -0.01327658 -0.63031676 -0.776711133
#> [94,] -1.191465853 -0.58596719 -0.24157432 -0.14416412 -0.745941169
#> [95,] 0.296209435 -0.05281350 -0.67229910 -0.47244447 -1.240597562
#> [96,] 0.495463102 -0.55787959 -0.45489428 -0.33846848 -1.154909053
#> [97,] 0.128349432 0.20048557 0.05707362 -0.06033119 -0.799301740
#> [98,] -0.825633558 -0.63243940 -0.20798778 -0.71845886 -0.905243897
#> [99,] 1.784525409 -0.37250144 0.25632354 0.72002020 0.494984240
#> [100,] -0.206089198 0.12388303 0.10155310 -0.96721545 -0.870579000
#> [101,] -0.974272949 -0.27751429 0.02757192 0.26168128 0.334513032
#> [102,] -0.645600502 -0.09111477 0.71564226 1.07102162 1.332784163
#> [103,] 0.138600425 0.95119047 1.33472402 1.38637447 1.551679354
#> [104,] 0.550562186 1.00379088 1.28252871 1.15759675 1.180492313
#> [105,] -0.182383778 0.58860511 1.06920875 1.30019108 1.413409260
#> [106,] -1.054358828 -0.52366379 -0.61964991 -0.85713577 -1.101548481
#> [107,] -0.537965081 -1.13444138 -0.97866287 -0.90727883 -0.904075417
#> [108,] -0.648163250 -0.99247134 -0.76534291 -0.54060769 -0.477969831
#> [109,] -0.700058900 -0.87552479 -0.33915686 -0.18843104 -0.239210485
#> [110,] -1.403533261 -0.98736450 -0.43492391 0.04113016 0.302964081
#> [111,] -0.644319128 -1.25598408 -0.49937377 0.06189252 0.697131223
#> [112,] -0.914048368 -1.25547339 -1.21013772 -0.69064513 -0.474853885
#> [113,] -0.022212020 -0.76215303 -1.51786311 -0.91315497 -0.041737421
#> [114,] -0.199682328 -0.73815090 -1.11573229 -0.51436093 0.006949232
#> [115,] -0.532839585 -0.67584750 -0.43492391 0.12026218 0.563145554
#> [116,] 0.960601887 0.05545142 -0.36775081 -0.32514923 -0.494718040
#> [117,] 0.925364100 -0.03851436 -0.12447528 -0.05523853 -0.243884404
#> [118,] 0.066202790 -0.20908269 -0.79847558 -0.90688708 -0.883042783
#> [119,] 0.255205465 -0.18814466 -0.77623584 -1.15721065 -1.019365411
#> [120,] 0.674214783 0.11469072 -0.68727688 -0.79524042 -0.877589878
#> [121,] 0.736361425 -0.45063603 -0.89968910 -0.71258272 -0.693749077
#> [122,] 0.667167226 -0.08294384 -0.26971440 -0.50574260 -0.565216313
#> [123,] 0.899736619 0.10498773 -0.12265979 -0.27030526 -0.642725464
#> [124,] 0.786975701 0.22857316 -0.14489953 -0.41054913 -0.606113102
#> [125,] 0.278910885 -0.57473215 -0.41313804 -0.46186742 -0.419545848
#> [126,] 0.651150050 -0.09060409 -0.31374001 -0.42896103 -0.694138570
#> [127,] 0.264175083 0.10396636 -0.34687269 -0.70200567 -1.215280502
#> [128,] 0.184729891 -0.17027073 -0.55928490 -0.83676515 -1.001838216
#> [129,] 0.055951798 -0.46033902 -0.91739011 -0.64912041 -0.545741652
#> [130,] -0.750673175 -0.55532617 -0.89878135 -1.09609879 -0.872915959
#> [131,] -0.387403628 -1.00217433 -0.74401091 -0.80464225 -0.887716702
#> [132,] 0.011744392 -0.44859330 -0.64415902 -0.77291109 -0.608450061
#> [133,] -0.389325689 -0.80300772 -0.86383319 -0.67732588 -0.450315812
#> [134,] -0.628301952 -0.86684317 -0.92192884 -0.91472194 -0.642335971
#> [135,] -0.623176456 -0.88982393 -0.74628027 -0.53198935 0.029150345
#> [136,] -0.729530503 -0.70904194 -0.78213618 -0.79445694 -0.710107792
#> [137,] -1.220296770 -0.67737955 -0.71087824 -0.54217466 -0.638441039
#> [138,] -0.958896461 -0.96642647 -1.01315716 -0.86771282 -0.807091605
#> [139,] -1.641868837 -0.93221067 -0.93418339 -0.75959184 -0.516529660
#> V19 V2 V20 V21 V22
#> [1,] 0.008251335 0.015375170 -0.33236554 -0.15986616 -0.514956461
#> [2,] 1.485952481 0.643423020 1.10621888 0.70683750 0.133239348
#> [3,] -0.382374416 -0.579930849 -0.64251561 -1.36320369 -1.052266433
#> [4,] -1.160556168 0.893451548 -0.39296525 -0.80663041 -0.818044418
#> [5,] -1.163625918 1.756645276 -0.54465272 0.60754831 1.299680546
#> [6,] 0.899630136 0.027281290 1.59779168 1.42994763 0.970913764
#> [7,] -0.697791280 -0.573977789 -0.50701315 -0.04712743 0.489241248
#> [8,] -1.470984687 -0.901396100 -1.72239491 -1.71684727 -1.042539605
#> [9,] 0.294505569 -0.169169696 0.77085030 0.65857742 0.825011346
#> [10,] 0.849746690 -0.832935907 1.12654425 1.37931410 1.343256735
#> [11,] 0.334796044 0.199920036 0.23298082 -0.15274582 -0.708325799
#> [12,] -0.271863398 0.741648513 0.28341785 -0.89207450 -1.714079801
#> [13,] 0.806002746 0.717836272 -0.08055681 -0.31176675 -0.012663070
#> [14,] -0.753430508 -0.815076727 -0.92368321 -0.69507841 -0.319641758
#> [15,] 1.211977249 -0.645414511 1.38625729 1.50827138 1.100864184
#> [16,] 0.395039898 0.622587309 -0.30940540 -1.16343858 -1.704742046
#> [17,] -1.058486963 0.351723071 -1.89102019 -1.87745050 -2.029229024
#> [18,] -0.312153874 -0.642437981 -0.55067505 -0.68756250 -0.902473284
#> [19,] -0.621814955 -1.011527713 -0.70273892 -0.93440097 -0.634401908
#> [20,] 1.572289214 -0.136427865 0.70084070 0.21711631 0.292370252
#> [21,] -0.925720254 -0.195958467 -0.87889212 -0.52300352 0.090830378
#> [22,] 1.116431265 -0.270371719 1.40056033 1.45170423 0.699729803
#> [23,] -1.086114718 -0.172146226 -1.14763866 0.50865470 0.337891806
#> [24,] 0.665561660 -0.440033935 0.61238770 -0.44863552 -0.760072524
#> [25,] 0.447225656 -0.633508391 -0.82017439 -0.97079382 -1.467796519
#> [26,] 0.526271731 -0.454916585 1.62602136 0.96672993 -0.460097152
#> [27,] 1.261860695 0.330887360 0.96808165 0.72384721 1.006708490
#> [28,] -0.477536682 -0.696015523 0.06699031 -0.66857492 -0.590825719
#> [29,] -1.750715701 -0.431104344 -1.55678080 -1.06889629 -0.096702863
#> [30,] -1.472903281 -1.023433834 -1.75514134 -1.91186548 -1.259642403
#> [31,] -1.029708053 -0.398362513 -1.16118890 -1.46130616 -0.969393859
#> [32,] -0.989033858 -0.538259428 -1.00686666 -0.74650309 -0.665527757
#> [33,] -0.015155513 0.241591457 -1.32040429 -0.47830360 -0.439476277
#> [34,] 0.769549458 0.854756657 0.94700349 1.04742712 0.740971553
#> [35,] -1.252648682 -0.252512539 -0.91239134 -0.04277611 0.230896700
#> [36,] -0.474850650 -0.975809352 -0.01995710 0.11743155 0.326997759
#> [37,] -0.434560175 -0.951997111 -0.37226349 -0.20654394 0.027022387
#> [38,] -0.279921493 -0.743640005 -0.34629218 -0.33985254 -0.131330370
#> [39,] -0.395420856 -0.785311426 -0.42420609 -0.26192437 -0.157009196
#> [40,] -0.753046789 -1.032363424 -0.37715663 -0.09064062 0.330888490
#> [41,] -0.715058626 -0.636484921 -0.41893655 -0.09024505 0.274861962
#> [42,] -0.458350741 -0.954973641 0.01391852 0.24124635 0.915276308
#> [43,] -0.532408472 -0.448963525 -0.27552979 0.03475648 0.687668536
#> [44,] -0.232340361 -0.803170606 -0.17164457 -0.10923262 0.066707845
#> [45,] -1.622937336 -0.782334896 -1.56430871 -1.24848709 -1.862316658
#> [46,] -1.435298837 -0.576954319 -1.35277432 -1.66581816 -2.119883060
#> [47,] -1.526623914 0.220755746 -1.69943477 -1.56771569 -2.219874850
#> [48,] -1.227706960 0.110624133 -1.71035025 -1.62902973 -2.402739214
#> [49,] -0.451443802 -0.666250222 -0.76108026 -1.53883875 -1.472465397
#> [50,] -1.654018560 -0.448963525 -1.66179520 -1.65434650 -1.876712363
#> [51,] -1.520100695 -0.725780824 -1.65389089 -1.59857050 -1.363913998
#> [52,] -1.381961922 -0.856748148 -1.54360695 -1.55466173 -1.719526825
#> [53,] -0.792569827 -0.428127814 -0.91577890 -0.94547705 -0.286570543
#> [54,] 1.187802964 -0.812100197 0.92178498 0.83460806 0.832792808
#> [55,] 1.365848493 -0.779358366 1.16267824 1.27606916 1.170508272
#> [56,] 1.530463863 -0.526353308 1.26693985 1.50827138 1.393447166
#> [57,] 1.124873079 -0.213817648 0.97146921 1.50827138 1.330417322
#> [58,] 1.896915329 0.009422110 1.40695906 1.15858355 1.149498323
#> [59,] 1.325174299 -0.511470657 0.87699389 0.77329401 0.945624011
#> [60,] 1.463696790 0.164201675 0.97410398 0.54346525 0.709067558
#> [61,] -0.232724079 3.768779620 -0.66208819 -0.23027841 0.447610424
#> [62,] -0.328653782 0.012398640 -1.08139301 -0.41105594 0.456948179
#> [63,] -0.487897090 0.262427168 -1.11376304 -0.35211535 0.506749538
#> [64,] 0.912292857 -0.368597212 -0.45808171 -0.42885680 0.216890067
#> [65,] -0.210084669 -0.222747238 -1.02229888 -0.85765952 0.155416515
#> [66,] 0.442621030 0.455901624 -0.41178504 -0.46920539 -0.530130313
#> [67,] -0.792953545 -0.517423717 -0.66434656 -1.02419637 -1.553003532
#> [68,] -0.774535042 -0.169169696 -0.60638162 -1.01826275 -1.712134436
#> [69,] 0.076169565 5.873186398 -0.73209779 -1.56019978 -1.720304971
#> [70,] 1.429545816 -0.690062463 0.84048351 -0.16896437 -1.296993422
#> [71,] 1.777962497 -0.335855381 1.26167031 0.59251648 0.234787431
#> [72,] 1.887322359 0.467807744 1.59252214 0.81206031 0.040250873
#> [73,] 1.832450568 -0.556118609 1.48826053 0.97266355 0.751087454
#> [74,] 0.976757617 0.563056707 1.12616785 0.88168142 0.614522791
#> [75,] 1.099547637 -0.877583859 1.01663670 1.01736346 1.177900661
#> [76,] 1.155186865 -0.728757354 1.25263681 1.07551291 1.145218519
#> [77,] 1.339371895 1.545311639 1.33770224 1.18034014 1.402784921
#> [78,] 1.587637966 0.316004709 1.31323652 1.50827138 1.391890874
#> [79,] 1.640974881 0.694024032 1.39980754 1.22147989 1.188794708
#> [80,] 1.304453483 0.208849626 0.85026979 1.03516431 0.774042768
#> [81,] 1.192407590 -0.097732974 1.19542466 1.46515376 1.402784921
#> [82,] 0.862409411 -0.773405305 1.13745972 1.25075240 1.252602699
#> [83,] 0.743840298 0.333863890 0.66056635 0.86704516 0.874034558
#> [84,] 0.864328005 -0.966879762 0.90785834 1.08935802 1.273612647
#> [85,] 0.967932084 -0.124521745 0.49570503 0.28911087 0.870921973
#> [86,] 1.261476976 1.450062676 1.04373719 0.71672687 0.833570954
#> [87,] 1.495545451 1.438156556 1.59666250 1.10478542 0.686112244
#> [88,] 1.432231847 -0.312043141 1.06180419 1.08105095 1.197743390
#> [89,] -0.382374416 2.372787006 1.02190624 1.42005827 -0.667084049
#> [90,] -1.208137300 1.354813713 0.99405296 1.50827138 -0.902084211
#> [91,] -0.278386618 2.095969707 1.14348206 0.71395784 -1.043706824
#> [92,] -0.690500622 2.715087967 1.25226042 1.23611614 -0.598607181
#> [93,] -0.677070464 1.595912651 -0.30451226 0.13444125 0.801277886
#> [94,] -0.528187565 0.777366874 -0.81753962 -0.22988284 -0.452704763
#> [95,] -1.498612441 0.586868948 -0.85668477 -0.24728811 -0.006048827
#> [96,] -0.871999621 1.720926915 -0.81753962 -0.39562854 0.255797379
#> [97,] -1.036614991 0.958935210 -0.99181083 -1.21644556 -0.660080733
#> [98,] -1.229241835 3.596140875 -0.19309913 -0.33431450 -0.037563750
#> [99,] 1.197012215 0.842850536 1.18752035 -0.37149850 -0.008383266
#> [100,] -0.705081937 0.503526106 -0.12196034 0.78001878 1.402784921
#> [101,] 0.435714092 -0.261442129 0.84010711 1.21712857 1.402784921
#> [102,] 1.213895843 -0.490634946 0.60598898 0.46079018 0.592734696
#> [103,] 1.822090161 0.083835362 1.62602136 1.50827138 1.399672336
#> [104,] 1.266465320 -0.883536919 1.09643259 1.35597521 1.339755077
#> [105,] 1.515498829 -0.707921643 1.47659226 1.17677997 1.068182042
#> [106,] -1.469066093 -0.913302220 -1.79842685 -1.83156386 -1.207506606
#> [107,] -1.162858480 -0.559095139 -1.57108384 -2.24137901 -1.654162541
#> [108,] -1.040835898 0.259450638 -1.66367718 -2.21962242 -2.005106491
#> [109,] -0.796790733 -0.434080875 -1.30271369 -1.80506037 -1.965421033
#> [110,] 0.307168290 -1.008551183 0.17802705 0.22384108 0.575226406
#> [111,] 1.045827003 -0.895443039 0.75504168 0.75628431 0.816451737
#> [112,] -0.245770519 -0.576954319 -0.19309913 0.12692533 0.544100557
#> [113,] 0.726572951 -0.684109403 0.90974032 0.93468840 0.903604115
#> [114,] 0.608003838 0.232661867 0.75391249 0.30572499 -0.778748033
#> [115,] 0.592655086 -0.445986995 0.06172077 -0.65196080 -0.624675080
#> [116,] -0.202794012 -0.722804294 0.24803665 0.33895325 0.746807650
#> [117,] 0.085762535 1.021442342 0.57136057 0.59924125 0.843297782
#> [118,] -0.571164072 -0.597790030 -0.07077052 0.40422304 0.748363942
#> [119,] -0.639466020 0.083835362 -0.66020621 -0.75362343 -0.379948091
#> [120,] -0.642535771 0.161225145 -0.41479620 0.11347580 0.121956227
#> [121,] 0.058518499 -0.431104344 0.45844186 0.79702848 0.928115721
#> [122,] -1.016277894 -0.133451335 -0.09787101 0.24322423 -0.029004141
#> [123,] -0.381606979 -0.172146226 0.43397613 0.57867138 0.107171449
#> [124,] -0.270712242 0.113600663 0.59620269 0.77527189 0.664713222
#> [125,] 0.342470420 0.051093531 0.69481836 1.09647836 0.681832440
#> [126,] 0.148308701 0.771413814 0.84763502 1.01419887 0.884150459
#> [127,] -0.616442892 -0.520400247 -0.47125556 -0.51311416 -1.057324383
#> [128,] -0.855883431 -0.258465599 -0.91653169 -1.06138037 -1.194667193
#> [129,] -0.569629197 -0.377526803 -0.52583294 -0.75916148 -1.034758143
#> [130,] -1.035463835 -0.728757354 -0.96847430 -0.90235943 -1.075221747
#> [131,] -0.696640123 -0.767452245 -0.50814234 -0.44151518 -0.175295632
#> [132,] -0.060818051 -0.669226752 0.16824076 0.53159801 0.514920073
#> [133,] 0.067727751 0.164201675 0.37789317 0.62455801 0.596625427
#> [134,] -0.007864855 -0.142380925 0.18292019 0.56522184 0.673272831
#> [135,] 0.548911141 0.062999651 0.55479916 0.72107819 0.595069135
#> [136,] -1.006301205 0.036210881 -1.44574406 -1.33907365 -0.086586962
#> [137,] -1.159788730 -0.059038083 -1.48300724 -0.81375075 0.188487730
#> [138,] -1.126788912 -0.788287956 -1.23646805 -1.15315365 -0.173350267
#> [139,] -0.515141125 -0.008437071 -0.42458249 -0.19269884 0.390027603
#> V23 V24 V25 V26 V27
#> [1,] -0.9300437637 -0.582924107 -0.07184143 -0.25573983 0.01866810
#> [2,] -0.9441022355 -1.401499176 -0.65962663 -1.97338738 -0.81421122
#> [3,] -0.4367922393 -0.885908780 -1.59284211 -0.71970210 -0.73804821
#> [4,] -0.3669015510 -0.647910876 -1.58389755 -2.02832463 -0.02596506
#> [5,] 1.1032129272 -0.579050723 -0.68646030 -0.07933974 -0.55091653
#> [6,] 0.0275390002 -1.126919316 -1.49317419 0.15242679 1.04523075
#> [7,] 1.0281005208 1.211313254 0.99128309 0.22925311 0.50390015
#> [8,] -0.9083535501 -0.515355082 -0.09611952 0.19963849 0.24388128
#> [9,] -0.5347998712 -1.399347296 -0.38617873 0.54256713 1.20451790
#> [10,] 1.1393632832 0.486990520 -0.01987782 -0.80468316 -1.62497869
#> [11,] -0.8814416184 -1.382993009 -0.18471323 0.82798332 0.78603085
#> [12,] -1.2465602142 0.972884974 1.06113583 -1.02614896 -1.75560234
#> [13,] 0.4842384980 0.366485252 -0.46838348 -0.92228322 -1.17823762
#> [14,] -0.3460146787 -0.314799886 0.53340694 1.20524774 1.13204020
#> [15,] 0.4802217918 -0.617354184 -0.98716780 -0.46733409 -0.65942834
#> [16,] -1.8321959818 -2.245896802 -1.87225304 -1.83475665 -1.66838341
#> [17,] -1.9984876195 -2.204150334 -1.87566049 -1.90600340 -2.46604758
#> [18,] -1.3405511399 -1.244842328 -1.02805721 -0.76948898 0.20211447
#> [19,] -0.1327275781 0.266207654 0.76468764 0.76274534 0.34502248
#> [20,] 0.6794504205 0.342814575 0.04827119 -0.20080258 -0.82649557
#> [21,] 0.2994700116 0.993543020 1.32904662 0.31723855 -0.60005395
#> [22,] -0.3432029843 -0.219686800 0.06956776 -0.05830908 -1.21918548
#> [23,] -1.3056057957 -1.756128963 -0.35210423 -0.47806402 -0.85638751
#> [24,] 0.1379984214 0.528736988 0.38390506 0.82927092 0.76596640
#> [25,] -1.1517659473 0.196486749 0.76383578 0.52024887 0.29219975
#> [26,] -1.4008017333 -0.409912973 0.36303442 -0.41583042 -1.09879879
#> [27,] 1.2132706778 0.693140603 -0.10804559 -1.61801202 -2.04919844
#> [28,] 1.3482320069 0.762000756 -0.92072252 -0.71669772 -0.35272892
#> [29,] 1.0052052953 1.058529790 0.76553950 0.75587818 0.61200247
#> [30,] -0.8027141764 -0.429710267 -0.04415590 0.47561235 0.62879109
#> [31,] -0.1042089639 0.487420896 0.06232693 -0.05873827 -0.02514611
#> [32,] -0.8529230042 -0.808441108 -0.28225150 -0.18878505 -0.17460577
#> [33,] -1.2035814576 -0.489102149 -0.73203495 -0.55617793 -1.24989637
#> [34,] 0.3878375486 0.301498483 0.63350080 0.81296142 0.24306233
#> [35,] 0.7019439754 0.709494889 0.35366394 -0.34157929 -0.54149852
#> [36,] 0.6420950526 0.801164968 1.32904662 0.67433070 -0.20285978
#> [37,] 0.0524425788 0.289447956 0.84178121 1.03356883 1.20451790
#> [38,] 0.0211122703 0.245979984 0.87330012 1.02756006 1.20451790
#> [39,] -0.3170943938 0.090183888 1.11608096 1.22198643 1.20451790
#> [40,] 0.8553821531 0.993973396 1.02322794 1.25803901 1.20451790
#> [41,] 0.6352666520 0.654406767 0.93080085 1.19795139 1.20451790
#> [42,] 1.3482320069 0.879493392 0.65607516 0.92841549 0.92074928
#> [43,] 1.0417573220 0.777063914 0.49933244 0.74901102 1.20451790
#> [44,] -0.1347359312 -0.390115679 -0.81849901 -0.58536335 -0.06240865
#> [45,] -2.4005599126 -2.357794550 -2.76202353 -2.29957732 -1.49844983
#> [46,] -1.8791914446 -2.436983726 -2.66789271 -2.09012904 -0.98946803
#> [47,] -1.8410327355 -1.945494384 -2.54522450 -2.03132901 -0.48580944
#> [48,] -1.7044647239 -1.875343103 -2.82804288 -2.18369405 -0.94401591
#> [49,] -0.9842692978 -0.454672072 -0.52673606 -0.67077361 -0.93623582
#> [50,] -1.6221222463 -0.653505764 0.66459379 1.28293245 0.66564416
#> [51,] -0.9661941198 -0.316951766 0.54831454 1.12069587 0.50021484
#> [52,] -1.3156475613 -0.463279591 0.69227932 1.28293245 0.57269254
#> [53,] 0.3372270502 0.797291584 0.92356002 0.21466040 -0.08206362
#> [54,] 0.8943442035 0.856253090 0.89459669 1.14000975 1.20451790
#> [55,] 1.1108446690 1.332248898 1.21191551 0.98635712 0.93876634
#> [56,] 1.2968181672 1.229389044 0.90694870 1.16447400 1.07143738
#> [57,] 1.1955971704 1.160528891 0.95337521 0.89064613 0.35730683
#> [58,] 0.3376287208 -0.756795993 -1.18139247 -1.53131417 -0.03169776
#> [59,] 0.2645246675 -0.343204700 0.11897579 0.62111023 -0.30277254
#> [60,] 0.1299650090 -0.198168002 0.02910428 0.43054664 -0.41169383
#> [61,] 0.6698103256 1.332248898 0.80174366 0.03482674 -0.02023236
#> [62,] 0.7842864530 1.332248898 0.67183462 -0.09178646 -0.03579255
#> [63,] 0.8031649722 1.032707232 1.06156176 -0.32784497 -0.42356871
#> [64,] 0.4464814595 0.628153833 0.17179127 -0.26260699 -0.53208052
#> [65,] 0.6641869368 1.332248898 0.57940753 0.04469827 0.27336374
#> [66,] 0.1761571305 0.652254887 0.52361052 0.29148671 0.42855610
#> [67,] -0.9782442384 -0.529127113 -0.33464105 -0.29522598 -0.20859248
#> [68,] -0.8163709776 -0.023865740 0.16710603 0.06057857 0.01784914
#> [69,] -0.9264287281 -0.160294918 -0.77079470 -1.80900482 -1.18560824
#> [70,] -2.4423336573 -2.868650810 -1.84243785 -0.92228322 -0.83181879
#> [71,] 0.0002253979 -0.404748461 -1.34963534 -2.61374973 -2.69330816
#> [72,] -0.2664838954 -0.879022765 -1.58858280 -2.34678902 -2.48529307
#> [73,] 0.6557518538 0.474509617 -0.33123360 -0.92614599 -1.10698836
#> [74,] 0.6995339516 1.038302120 0.71357589 -0.36432674 -1.19543572
#> [75,] 1.3482320069 1.302552957 1.14802581 0.70222852 0.06412021
#> [76,] 1.3482320069 0.945771289 0.68844594 0.36745463 0.25780355
#> [77,] 1.1602501556 0.945340913 0.62072286 0.01808804 -0.21473466
#> [78,] 0.9839167523 0.436206157 -0.07439702 -0.72399407 -1.42761004
#> [79,] 0.6766387261 0.373801643 0.05423423 -0.36776032 -0.51119711
#> [80,] 0.4854435098 0.677647068 0.23610690 -0.24801428 -0.63240275
#> [81,] 0.8461437288 0.743064214 0.93463423 0.71381685 0.28319122
#> [82,] 0.9971718829 1.092529490 1.32904662 1.04901993 0.71928585
#> [83,] 0.9521847732 1.087795355 1.13141449 1.28293245 1.01902413
#> [84,] 1.3482320069 1.286198670 1.06326548 0.84987239 0.87038342
#> [85,] 0.9895401410 1.050783022 0.42777598 0.67561829 0.90191327
#> [86,] 1.2044339241 1.332248898 1.05517279 1.02927685 0.82370287
#> [87,] 0.6947139042 0.273954422 -0.42025324 -0.65360572 -0.57958002
#> [88,] 1.3482320069 0.891113543 0.39455334 0.56231020 -0.22783797
#> [89,] -2.4234551381 -2.049214990 -2.35611100 -1.78411137 -2.22814055
#> [90,] -2.2828704202 -2.141745820 -1.89993858 -1.38238271 -1.70564596
#> [91,] -1.9844291477 -2.278174998 -2.04177370 -1.78711575 -1.98491031
#> [92,] -2.1278255599 -2.281187630 -1.76449242 -0.60167284 -1.39403280
#> [93,] 1.2433959744 1.332248898 -0.09143427 -0.72442327 -1.24252575
#> [94,] -0.4717375835 0.021323735 -0.22475077 -0.10895436 0.58989063
#> [95,] -0.0363266287 0.206385396 -0.14723127 -0.68150354 -0.07428353
#> [96,] 0.2006590385 -0.038928899 -0.75801676 -0.73086123 -0.37975451
#> [97,] -0.4456289930 -1.021046830 -1.02890907 -1.00468910 -0.99806707
#> [98,] 0.7204208240 -0.063890704 -0.44921657 -0.37333989 0.71682898
#> [99,] 0.6955172454 -0.088422133 0.37325678 0.74643584 0.50840441
#> [100,] 0.8264618683 -0.006650702 -0.24732513 -0.54630639 -0.55337340
#> [101,] 0.9786950342 0.228334570 -0.56336616 -1.64762663 -2.35999264
#> [102,] 0.5677859875 -0.863529230 -2.10651526 -1.75406756 -0.32897917
#> [103,] 0.9734733161 -0.043663034 -0.75673897 -0.98494602 -0.85106428
#> [104,] 0.8280685508 -0.215813416 -0.77207249 -0.69352106 -0.05094325
#> [105,] 0.4850418392 -0.761960505 -1.46548865 -1.59698135 -1.83749804
#> [106,] -0.5524733786 -0.070776719 0.43714647 0.82712493 0.95678339
#> [107,] -0.9280354106 -0.413786356 0.01973380 0.24255822 0.70782045
#> [108,] -1.3674630716 -1.096362623 -0.48797632 0.34942835 0.89822796
#> [109,] -1.8466561242 -1.339955414 -0.47221686 0.22925311 0.55180913
#> [110,] 0.9361179483 1.258224233 1.32904662 0.62196863 -0.41087487
#> [111,] 1.1232964583 1.095542122 1.18210032 0.44385175 -0.85556855
#> [112,] 0.5360540083 0.379396531 0.72720569 0.99150749 0.98094262
#> [113,] 0.7862948061 0.988378509 0.78768793 0.46059045 0.66973895
#> [114,] -1.6916112639 -1.729445654 -0.81168410 0.49835981 1.20451790
#> [115,] -0.4006418833 -0.698695239 0.10023481 1.28293245 1.02598526
#> [116,] 0.7252408715 0.691849475 0.96189383 1.27649449 1.20451790
#> [117,] 0.8212401502 1.003441667 1.32904662 1.13786377 1.13163072
#> [118,] 0.8919341798 1.125668439 1.17443355 1.28293245 1.07061842
#> [119,] -0.0785020441 0.137094868 0.41457211 0.41767072 0.73238916
#> [120,] 0.1460318339 0.307523746 0.36857153 -0.10466238 0.12881782
#> [121,] 0.3842225130 0.306232618 0.11599427 0.11894940 0.66646312
#> [122,] -0.3291445125 -0.042802282 -0.38149349 0.60136716 1.16807431
#> [123,] -0.3777466578 -0.391406807 -0.16852784 0.68806501 1.13040228
#> [124,] 0.0086604810 0.023045239 0.36984933 0.71982561 1.20451790
#> [125,] 0.1870022374 0.203803141 0.13686490 0.53355398 0.76105266
#> [126,] 0.1861988961 0.002817569 0.17349500 0.76446213 1.20451790
#> [127,] -0.9095585620 -0.878162013 -0.28651081 0.10521509 -0.17788159
#> [128,] -0.9746292028 -0.916895849 -0.88238870 -0.29436758 0.52232668
#> [129,] -0.8268144138 -0.348799587 0.14538353 0.25071297 0.67465269
#> [130,] -0.7368401943 -0.160725294 0.39710893 0.59407080 0.86874551
#> [131,] 0.1745504481 0.316992017 0.85115170 1.15889443 1.15538047
#> [132,] 0.3167418484 0.761140004 1.03430215 1.21254409 1.20451790
#> [133,] 0.5207905246 0.957391440 1.11522910 1.21211490 1.20451790
#> [134,] 0.4617449431 0.810633239 0.82346616 1.05545789 1.20451790
#> [135,] 0.8634155656 1.332248898 1.27154589 1.05717468 0.98913219
#> [136,] 0.5509158213 0.606204660 0.66459379 0.63656133 0.86383177
#> [137,] 0.5930912367 0.666457294 0.86861488 0.98249435 1.19919468
#> [138,] 0.6661952900 0.921239860 1.28134231 1.24516309 0.97848575
#> [139,] 0.5697943406 0.831721661 1.08711764 1.28293245 0.94859382
#> V28 V29 V3 V30 V31
#> [1,] 0.469156036 0.15656228 -0.002342219 -0.856318605 -1.70552291
#> [2,] 0.661314882 -0.15230939 1.717787150 1.225919651 1.60628074
#> [3,] -1.889349894 -1.76662414 0.497546346 -0.989560392 0.57114100
#> [4,] 1.283604126 0.34924912 0.133524929 -0.468665488 0.03932187
#> [5,] -0.655376198 -1.73103230 2.286891054 -1.619999717 0.36475657
#> [6,] 0.160768660 -0.63504923 0.141215523 -1.868151367 -0.92411192
#> [7,] 0.819962583 0.36847689 -0.209988238 0.502479346 0.37303033
#> [8,] 0.670647100 1.35482074 -0.709876803 1.542033554 1.14203068
#> [9,] 0.720701722 -0.04389748 -0.666296774 -0.528132459 -0.49525518
#> [10,] -2.605385507 -0.97746723 -0.958539320 -1.532811300 -1.43065010
#> [11,] -0.845838278 -1.25811090 0.448839255 -1.530128579 -1.59244815
#> [12,] -0.153133209 0.66262091 0.566761685 -0.702956414 0.08023103
#> [13,] -1.916073972 -2.32872968 -0.130518774 -2.306776174 -1.47155927
#> [14,] 0.929828237 0.41511447 -0.727821521 0.878060221 1.58835425
#> [15,] -1.273847717 -2.26081882 0.543689905 -1.514479376 -1.38468475
#> [16,] -0.983700585 0.23797349 1.058959657 0.760914758 1.35071338
#> [17,] -0.686342193 0.29279310 -0.333037731 0.231971692 -0.12017790
#> [18,] 1.072780845 1.46936918 -0.750893301 1.480778102 1.50102008
#> [19,] 0.586657140 1.31841071 -0.745766238 1.719987349 1.93906989
#> [20,] -0.868744630 -0.57941142 0.436021599 -0.720394098 -1.55659517
#> [21,] -0.340201755 0.91094555 -0.361236573 0.366554839 -0.11374275
#> [22,] -2.190101819 -1.77726078 -0.612462621 -0.829491400 -0.56374355
#> [23,] 0.696522794 0.78985149 -0.594517903 -0.754822345 -1.26379587
#> [24,] 0.822507733 0.90071802 -0.268949454 1.024268491 0.24019046
#> [25,] 0.376682242 -0.30940439 -0.353545980 -0.955579265 -0.68187451
#> [26,] -0.630773079 -0.69068704 -0.950848727 0.206932967 -0.53616434
#> [27,] -0.553570187 -0.27913088 -0.973920506 -0.400256114 1.15582029
#> [28,] 0.071688400 -0.32863216 0.266828547 -0.913997096 -1.16588967
#> [29,] 0.788572396 1.46936918 -0.407380133 1.128447471 0.72788285
#> [30,] 0.956128123 0.80948837 -0.597081435 0.655394417 0.58584991
#> [31,] 0.671919675 1.46936918 0.215557925 1.720881590 1.82875305
#> [32,] 0.147194525 0.86962630 -0.955975789 1.890340103 1.57686291
#> [33,] -1.410013257 0.11319752 -0.104883463 1.290752064 1.39484012
#> [34,] -0.456854476 -1.37920496 -0.081811683 -2.212880956 -1.02523569
#> [35,] -1.091021088 -0.96233048 -0.504794315 -0.608614075 0.05173252
#> [36,] -0.800449764 -0.65100419 0.546253437 -0.555406785 -0.22819648
#> [37,] 0.674464825 0.15615318 -0.891887511 -0.082800850 -0.40010690
#> [38,] 1.192402908 0.84467110 -0.784219205 0.834689573 0.77384821
#> [39,] 1.104595223 0.91380927 -0.809854516 0.606211207 0.40244816
#> [40,] 0.889530024 0.87412641 -0.907268698 0.679986022 0.68099819
#> [41,] 0.754212867 0.48057072 -0.540683750 0.377285721 0.35326523
#> [42,] 0.880621998 0.74444122 -0.968793444 0.542720154 0.37394964
#> [43,] 1.223368903 1.23495399 -0.479159004 1.047071615 0.90530911
#> [44,] 0.652831048 1.46936918 -1.038008784 1.517441949 1.22201039
#> [45,] -0.898862242 -0.49186369 -0.753456832 -0.118123338 0.49851574
#> [46,] -0.213368432 -0.02794252 0.184795551 0.149701596 0.93242867
#> [47,] 0.629076312 0.84221649 -0.748329770 0.852574376 1.39621908
#> [48,] 0.012301560 0.17047174 -0.286894171 0.299933946 0.94024278
#> [49,] -0.032662762 1.38632156 -0.635534401 1.890340103 2.08156249
#> [50,] -0.098412478 -0.35645107 -0.399689540 -0.507117815 -0.64740050
#> [51,] -0.491214005 -0.71236942 -0.925213416 -0.998502793 -1.05281491
#> [52,] -0.148467100 -0.34540533 -0.863688669 -0.825914439 -0.82023022
#> [53,] 0.029269228 -0.22267486 -0.871379262 -0.893876692 -1.29229439
#> [54,] 0.916254102 0.14469834 -0.789346267 -0.497728293 -0.97559311
#> [55,] 0.145497758 -0.81300841 -0.266385922 -1.130403220 -0.39367175
#> [56,] 0.279542339 -0.80769009 0.095071963 -0.871967808 -0.13350785
#> [57,] -0.465338310 -1.20042758 0.120707274 -0.687307211 -0.17671529
#> [58,] 0.737669391 1.06558594 -0.996992286 1.002359606 -0.29300763
#> [59,] -0.918799252 -0.04798850 -0.702186210 0.616942089 0.45392935
#> [60,] -0.377530625 1.00994813 0.369369791 1.245145815 0.25076249
#> [61,] -0.831415759 -1.00896805 3.094403351 -0.588493671 -0.43458091
#> [62,] -0.479760828 -0.66941376 1.343511609 -0.255389205 -0.35689947
#> [63,] -0.069567441 -0.55691083 -0.120264650 0.001257726 -0.12109721
#> [64,] -1.199614167 -1.19183645 0.492419283 -0.596988953 -1.08131342
#> [65,] -0.360562957 -0.60232111 0.820551264 -0.055526525 -0.05122987
#> [66,] -0.327051811 -1.65780312 0.492419283 -1.420584158 0.58906749
#> [67,] 0.296510008 1.46936918 -0.448396631 1.203116526 0.22594120
#> [68,] 0.654103623 1.46936918 -0.661169712 0.857492697 -0.08110735
#> [69,] -0.434372315 -0.47713603 6.742308108 -0.712793056 -0.59913688
#> [70,] -1.091021088 -1.45693426 0.684684116 -1.777385989 -0.66992352
#> [71,] -2.586721072 -2.19618077 -0.427888382 -1.814496956 -0.80598096
#> [72,] -2.837842566 -2.20927202 0.574452279 -1.402252234 -1.06798347
#> [73,] -1.131319301 -0.82200864 0.051491934 -0.867049487 -0.91262058
#> [74,] -1.571630300 -1.35015875 0.715446489 -1.438916081 -0.75863665
#> [75,] -0.497576880 -0.59086626 -0.222805894 -0.396232033 -0.43136334
#> [76,] 0.315598635 -0.05739783 -0.579136717 -0.657797285 -1.35158970
#> [77,] -1.056661559 -1.61525656 4.019838079 -1.677678209 -1.64163107
#> [78,] -1.904620796 -1.32847637 0.687247647 -0.892982452 -0.86389731
#> [79,] -1.068963119 -1.10510692 0.582142872 -1.288236611 -1.30194712
#> [80,] -1.465582372 -1.32561266 0.046364872 -1.084796971 -1.36124242
#> [81,] -0.158647701 -0.32454115 -0.315093013 -0.785226511 -1.23483770
#> [82,] 0.231608676 0.26988341 -0.766274487 0.095600065 -0.53340642
#> [83,] 1.175435239 1.04472176 -0.335601262 0.636615373 0.20433749
#> [84,] 0.913708952 0.57384587 -0.486849597 0.109907908 -0.57569455
#> [85,] 0.044964322 -0.25744849 0.664175867 -0.249129524 -0.23555094
#> [86,] 0.055144923 -0.03612455 1.463997571 -0.047031243 -0.69704308
#> [87,] -0.665132607 -0.66491364 0.405259226 -0.596094713 -0.60649133
#> [88,] -1.029089098 -0.68577782 -0.791909798 -1.064676567 -1.04362184
#> [89,] -1.834629163 -0.75409778 1.120484403 0.326314031 -0.99719683
#> [90,] -1.494427408 -1.07646981 0.512927532 -0.250023764 -1.24173251
#> [91,] -0.356321040 -0.24599365 -0.440706037 0.515445829 -0.54811533
#> [92,] -0.354200081 -0.38386087 1.274296269 1.208034847 0.28523651
#> [93,] -1.497396750 -0.88746489 1.035887877 -0.711004576 -0.28703213
#> [94,] 0.445825491 0.06328713 0.792352422 1.260347898 0.75270414
#> [95,] 0.148891292 0.53907224 2.025410882 1.098490425 1.73268546
#> [96,] 0.599807084 1.07294977 0.494982815 1.267501819 2.13212437
#> [97,] 0.005938684 0.49816208 1.443489322 0.560157838 1.08687226
#> [98,] 0.594292591 -1.03883247 1.751113054 -0.322457218 0.20111991
#> [99,] -0.033086954 -1.24215594 0.789788891 0.282943383 0.97471680
#> [100,] -0.423343331 -0.86210059 -0.243314143 -1.660687645 -1.84663655
#> [101,] -2.704646368 -1.50807195 -0.804727454 -0.964074546 -0.79265101
#> [102,] 0.666829374 1.04635817 -0.984174631 0.916065429 0.06919935
#> [103,] -0.330021153 0.31202087 -0.033104592 0.243149695 -0.67268144
#> [104,] 0.641802063 0.73830470 -0.384308353 0.084869183 -0.95031217
#> [105,] -1.395166547 -0.26317591 -1.061080564 0.186812563 -0.18590836
#> [106,] 1.068538927 1.07663169 -0.894451042 1.510735148 1.75153125
#> [107,] 0.884863915 0.86717169 -0.397126009 1.482119462 2.13258403
#> [108,] 1.007455321 1.20263497 -0.358673042 1.890340103 1.97216495
#> [109,] 0.667253566 1.07499528 -0.671423836 1.890340103 2.12752784
#> [110,] -1.670466969 -2.56273577 -0.871379262 -1.451435444 -0.31369204
#> [111,] -1.278513826 -1.04415079 -0.679114430 -0.088613412 1.05331755
#> [112,] 0.708824354 0.33206685 -0.643224994 -0.412328356 -1.68254024
#> [113,] 0.609563493 -0.25172107 -0.053612841 -0.902371974 -0.70439753
#> [114,] 0.960370040 0.86348977 0.120707274 0.871800540 0.34683008
#> [115,] -0.374985475 -0.53031923 -0.110010525 -0.792380432 -2.08473707
#> [116,] 0.241789277 -0.71482403 -0.799600392 -0.826361559 -0.53708365
#> [117,] 0.163738002 -0.92060212 0.061746058 -1.276164369 -0.79862651
#> [118,] 0.716883997 0.60861950 -0.217678832 0.256116177 0.15331595
#> [119,] 1.106291990 1.05617661 -0.115137588 0.473416541 0.50127366
#> [120,] 0.364804874 1.31350149 0.043801341 1.890340103 1.41046834
#> [121,] 1.075325995 0.79353341 0.010475436 -0.018862678 -0.30082174
#> [122,] 0.938736263 0.65321157 0.718010020 0.420656370 0.28247859
#> [123,] 1.020605264 0.82912524 0.282209733 0.134946633 0.17721793
#> [124,] 1.258576815 0.97558360 0.648794681 0.317371629 0.39463405
#> [125,] 1.207249618 0.72439524 0.195049676 -0.413222596 -0.83401983
#> [126,] 1.205552851 1.05372200 -0.122828181 0.123321511 -0.03835957
#> [127,] 0.303297075 0.64339314 -0.045922248 1.254088216 1.95607707
#> [128,] 1.053692217 1.46936918 -0.835489827 1.186125963 0.23283601
#> [129,] 1.283604126 1.39368539 -0.715003865 0.632591292 0.38176375
#> [130,] 1.185615840 1.03449422 -0.125391712 0.558816478 0.68145785
#> [131,] 1.203856084 1.25009075 -0.415070726 1.238439013 0.66169274
#> [132,] 1.111806482 0.94653739 -0.307402420 0.487277263 -0.05352814
#> [133,] 1.059206710 0.74812313 0.192486145 0.214534009 -0.38447868
#> [134,] 1.172890089 0.83362536 -0.017723406 0.169374880 -0.32886060
#> [135,] 0.993032802 0.78453317 -0.256131798 0.197096325 -0.57247697
#> [136,] 1.283604126 0.60861950 0.151469647 -0.179378790 0.66858755
#> [137,] 1.283604126 0.69371263 -0.668860305 0.190836644 0.47047688
#> [138,] 1.283604126 1.09790497 -0.335601262 0.733193312 1.22890520
#> [139,] 0.266816588 0.29238400 -0.750893301 1.156168917 1.19718910
#> V32 V33 V34 V35 V36
#> [1,] -0.82559515 0.4692216702 1.613247711 1.86935098 1.86492399
#> [2,] 0.29315404 -1.1249903722 -0.574544164 0.13679329 -0.32043688
#> [3,] 1.34498910 0.9579046498 -0.218202701 0.02450906 -0.33283552
#> [4,] 0.48289683 -0.6265239496 -1.355963007 -0.78120069 0.13471332
#> [5,] 0.87888180 -0.5854334889 -0.952591706 -0.37150412 0.52747034
#> [6,] -0.14178778 -0.4851531978 -0.305027017 -0.19482751 -0.66319937
#> [7,] 0.24273929 -0.5189060762 -1.661204742 -1.46818698 -1.09435220
#> [8,] 1.28494972 1.7586794622 0.938550424 0.45432825 0.26189940
#> [9,] -0.83842800 -0.6578309673 -0.605294443 -0.45682404 -0.45842178
#> [10,] -1.45302967 -1.1959203342 -0.736435336 -0.56468129 -0.07806340
#> [11,] -0.33886363 0.0871782197 -0.405869842 -0.34936924 0.10591647
#> [12,] 1.17174568 0.7974561840 2.220113502 1.59809805 1.31538413
#> [13,] 0.04016364 0.8874638599 -0.087966227 -0.56226657 0.77064373
#> [14,] 1.35048890 1.2274385054 0.951212303 0.94451531 0.85103494
#> [15,] -1.75001839 -0.7913749648 -0.891091149 -1.43397853 -0.91877141
#> [16,] 1.63876962 1.2489620801 1.339660674 1.42786067 1.72973879
#> [17,] 0.73772049 1.4901239509 1.019496010 0.73765476 1.47136706
#> [18,] 1.45086008 1.5165392471 0.982414792 0.71954440 0.76504435
#> [19,] 2.06133691 2.7130543302 2.562888666 1.60976917 0.58506404
#> [20,] -1.83389021 -1.7242262581 -0.460135040 -0.11393457 -0.79118537
#> [21,] 0.26473845 -0.4068856535 -0.408583102 -0.40893220 -0.64720112
#> [22,] -1.08316871 -0.9464425369 -0.288747458 0.03698509 0.49307410
#> [23,] -1.21928854 -1.7878186378 -1.081471550 -0.34293000 -0.98996362
#> [24,] -0.89800907 -0.3437824459 -1.069261881 -0.57353524 0.68785279
#> [25,] -0.24765876 -0.3873187674 -1.033989502 -0.50914285 -0.25964353
#> [26,] -1.29032751 -0.1324600764 0.594418630 -0.15619208 0.25430023
#> [27,] 1.46415125 0.5005286879 0.063524115 0.67125011 0.68985257
#> [28,] -1.13862494 -1.3578363164 -0.295982817 -0.40611503 -0.24644498
#> [29,] 0.50122947 0.7602791005 1.302127246 1.18035243 0.51907126
#> [30,] 0.35548500 0.2285489716 0.576782441 0.50503726 0.03392435
#> [31,] 1.45269335 1.3404372724 0.771684942 0.20279549 0.28069734
#> [32,] 0.89308959 1.0498690143 1.009095180 1.24112275 0.80943949
#> [33,] -0.14820421 -0.3829162181 0.503072214 1.16063226 1.38737625
#> [34,] 1.29961583 1.8932018039 1.840709331 1.52283944 1.44936947
#> [35,] 0.71480470 1.5214309686 1.157420053 0.80888884 0.61946028
#> [36,] 0.05803796 0.5983631183 0.600749570 0.58914982 0.57066561
#> [37,] -0.66885111 -1.0452553115 -1.488460531 -1.09511358 -0.67479810
#> [38,] 0.26748835 -0.2170868586 -0.806527883 -0.99651274 -0.46562099
#> [39,] -0.03775007 -0.6186971952 -1.010926793 -1.25649701 -0.61880423
#> [40,] 0.76338619 0.6976650651 0.898755946 0.95900360 0.64585739
#> [41,] 0.33119426 0.3004572779 0.458755637 0.52515988 0.49067437
#> [42,] 0.23769781 0.1962636096 0.533370283 0.71551988 0.57586505
#> [43,] 1.10208166 1.1883047332 1.345087194 1.36749281 1.13420395
#> [44,] 0.81196767 0.6389644069 0.694809245 0.63221223 0.66825494
#> [45,] 0.72580428 1.2729315155 2.223731182 2.45813888 2.26887979
#> [46,] 0.44485661 0.8669186296 2.018427852 2.24926607 2.34407157
#> [47,] 0.85000790 1.1658028143 2.155899686 2.41185685 2.20128719
#> [48,] 0.44348166 1.1931964548 2.138263496 2.26415681 2.30407594
#> [49,] 2.03017142 1.7122081077 1.161037733 0.62577299 0.29949529
#> [50,] -1.07721060 -1.2433700329 -0.853557721 -0.31878286 -0.60000629
#> [51,] -1.37282438 -1.1245012001 -0.815572083 -0.61659765 -0.84757920
#> [52,] -1.07766892 -1.0966183874 -0.792509374 -0.29986759 -0.63040296
#> [53,] -0.81459557 -0.7287609293 -0.485006588 -0.76872467 -0.62240384
#> [54,] -0.66289300 -1.1817343418 -0.844513521 -0.53248509 -0.62720331
#> [55,] 0.09424492 -0.0639759752 -0.442951060 -0.57675486 -0.99836270
#> [56,] -0.18257790 -0.3819378738 -0.365170944 -0.67213609 -1.24433579
#> [57,] -0.45619251 -0.6421774585 -0.512139187 -0.86531325 -1.31792773
#> [58,] -1.41453113 -1.1998337114 -0.676291409 -0.34132019 -0.61280489
#> [59,] -0.07808187 -0.0272880638 0.005641238 -0.87014268 -0.74759014
#> [60,] -0.69130859 -0.2562206308 0.364695961 -0.39605372 -1.17794305
#> [61,] -1.66477163 -1.3397369468 -1.618244794 -0.11876400 1.20099664
#> [62,] -1.28941088 -1.2198897697 -1.533681528 0.03014340 1.32098351
#> [63,] -0.91909160 -0.6764195091 -0.896517669 0.56862474 1.42577205
#> [64,] -1.09141840 -1.0858566001 -1.453640362 -0.06725009 0.79944058
#> [65,] -1.18491485 -1.1499381520 -1.298984550 0.28610314 1.12220526
#> [66,] 1.08008249 -0.6157621623 0.186977439 1.86613136 1.33418207
#> [67,] 0.01770616 0.4927019335 0.130451192 -0.84116610 -1.22113832
#> [68,] -0.31548952 0.9461645181 0.511211994 -0.52564340 -1.17114379
#> [69,] -0.93054950 -1.6136733518 -1.149755257 -0.40088315 0.29309599
#> [70,] -0.40486113 -0.4112882029 -0.392303543 -0.10226345 -1.23593670
#> [71,] 0.09470324 -0.1089798131 0.484079395 0.37866720 -0.13325736
#> [72,] -0.67618416 -0.6050003750 0.008354498 -0.09340950 -0.26884253
#> [73,] -0.62806099 -0.4719455497 -0.763115725 -0.70875926 -0.59880642
#> [74,] 0.02733080 0.4100318399 0.511664204 0.52395252 0.30989415
#> [75,] -0.89938402 -1.1709725545 -0.681717929 -0.15055774 -0.03286835
#> [76,] -1.46998736 -1.2238031469 -0.615695272 -0.01211411 0.04552308
#> [77,] -1.56348381 -1.2971789696 -0.717894727 0.21808868 0.47147647
#> [78,] -1.23395465 -0.5991303091 0.567286031 0.81854770 0.63705835
#> [79,] -1.23487128 -0.2855709599 -0.014708211 -0.41255427 -0.57720878
#> [80,] -1.54606780 -0.4861315421 0.027347317 0.15691591 0.27749769
#> [81,] -1.48557010 -1.5001854126 -1.604678495 -1.31726732 -0.75518931
#> [82,] -0.86867685 -0.9782387267 -1.361841737 -1.03394082 -0.99996252
#> [83,] -0.57260476 -0.8006692356 -0.909179548 -0.68541702 -0.92437080
#> [84,] -0.50660727 -0.9205164128 -1.703712480 -1.11684602 -0.82238196
#> [85,] -0.58497929 -1.3275076430 -1.326569358 -0.83392196 -0.92997018
#> [86,] -0.89755076 -1.2052146051 -0.311810167 -0.08777516 -0.60520572
#> [87,] -0.83934463 -1.3128324785 -1.011379003 -1.07177134 -0.90237320
#> [88,] -1.57081686 -1.8024938024 -1.165130396 -0.82828763 -0.67839771
#> [89,] -0.50844053 0.5910255360 1.197214531 1.90516925 1.88092224
#> [90,] -0.49056621 0.3029031386 0.966135232 1.13205814 1.41217354
#> [91,] -0.04691638 1.7753113153 2.136002446 2.45813888 2.14689314
#> [92,] 0.47556378 0.4521006449 1.028087999 1.85325288 1.82452841
#> [93,] -1.48648673 0.0852215311 1.163750993 0.91755100 0.21150491
#> [94,] 0.44164840 -0.5105901497 -0.097914847 -0.43911613 -1.18754200
#> [95,] 2.15529167 1.2440703585 0.955282193 1.45402008 0.37228732
#> [96,] 2.18279063 1.4529468673 1.319763435 1.37554186 0.11591537
#> [97,] 1.39357059 1.8418387279 0.564120561 0.03014340 -0.32083684
#> [98,] -0.07533197 -1.2854388380 0.438858397 1.24393991 1.30578518
#> [99,] 1.74005744 1.2205900953 0.576330231 -0.37512620 -1.25593452
#> [100,] -0.98921394 -0.9068195926 -0.001141912 -0.23145068 -0.84717924
#> [101,] 0.20607401 -0.1104473296 -0.965253586 -1.42874665 -0.54201263
#> [102,] 0.19919927 -0.0605517701 -0.257092759 -0.41979841 -0.59640668
#> [103,] -0.69130859 0.0754380881 -0.085252968 -0.59204805 -1.15994502
#> [104,] -0.75501450 -0.6245672610 -0.943547507 -0.98443917 -1.15554550
#> [105,] -0.36223775 0.1331604020 -0.052241639 -0.32160002 -0.68239727
#> [106,] 1.68689279 1.4764271306 1.239270059 1.02822541 1.21379524
#> [107,] 2.24603823 1.7669953887 1.204449891 1.09141044 1.21579502
#> [108,] 1.86655264 1.6843252951 1.383977252 1.46770346 1.65814662
#> [109,] 1.60714582 1.1007429181 0.907347935 1.18437695 1.57055620
#> [110,] 0.23494791 0.6101032499 0.896042686 0.54568495 -0.02686900
#> [111,] 1.89909307 2.5746186112 2.146403276 1.11917966 0.33989087
#> [112,] -0.66655953 0.2706177766 0.929958434 1.68663758 2.41006434
#> [113,] 0.10707777 1.1413442067 1.321120065 0.71391007 0.53746925
#> [114,] 0.35960985 1.3022818446 1.013165070 0.46760918 -0.10646029
#> [115,] -1.17024874 -0.9664985951 -1.150207467 -0.85927646 -0.96636620
#> [116,] 0.12311883 0.0407068653 -0.399991112 -1.26374115 -0.38362997
#> [117,] -0.32786405 -0.3481849953 -0.504903827 -1.21866648 -0.04806668
#> [118,] -0.16012042 -0.7820806939 -0.490885318 -0.12238607 0.18070828
#> [119,] 0.49252147 0.4384038247 0.224510868 -0.60009710 -0.97556519
#> [120,] 0.52827011 0.6101032499 0.456042377 -0.31556324 -0.37883049
#> [121,] -0.05333281 0.0382610046 -0.372406304 -1.04842910 -0.94676835
#> [122,] 1.34132258 0.9177925333 -0.635140301 -1.42592948 -0.81798244
#> [123,] 1.13874693 0.8879530321 -0.332611826 -1.35871992 -0.27484187
#> [124,] 0.91783865 0.3963350196 -0.553742505 -1.44564965 -0.19525058
#> [125,] -0.74722313 -0.8706208533 -0.483197749 -0.89227756 -0.27524183
#> [126,] 0.44256503 0.2075145691 -0.484554378 -1.25488720 -0.63800213
#> [127,] 1.19328653 0.3371451893 -0.257997179 -1.00053726 -1.07875390
#> [128,] 0.17857505 0.5078662702 -0.005211801 -0.78562767 -0.92997018
#> [129,] -0.09778945 -0.1984983169 -0.324019836 -0.78401786 -0.97996471
#> [130,] 0.30415362 -0.1265900106 -0.438881171 -0.93654733 -1.14354681
#> [131,] -0.46215062 -0.1632779220 -0.350700225 -1.03072120 -1.36152296
#> [132,] -0.51577358 -0.5120576661 -0.909179548 -1.15628635 -1.41071758
#> [133,] -0.54831401 -0.7356093395 -0.806527883 -0.92729092 -1.31312826
#> [134,] -0.56847992 -0.6323940154 -0.887473469 -1.08102775 -1.42911557
#> [135,] -0.72568228 -1.0369393849 -0.809241143 -0.67173363 -1.00676178
#> [136,] 0.96229530 0.3899757816 -0.816024293 -1.16795747 -1.36392270
#> [137,] 0.52322864 -0.0008727676 -1.133927907 -1.22470327 -1.29433031
#> [138,] 1.24278465 0.5587401740 -0.835921532 -1.19290952 -1.01876047
#> [139,] 0.07407902 -1.1968986785 -1.099107739 -0.90596094 -0.78998550
#> V37 V38 V39 V4 V40
#> [1,] 1.3040767357 1.294224e+00 0.83213884 -0.649355842 -0.196818171
#> [2,] 1.0594678286 1.608016e+00 1.03953890 1.148465093 0.885457056
#> [3,] 0.7588027135 2.587962e+00 3.19131448 -0.653460456 3.322905264
#> [4,] 0.4173694472 -7.712830e-02 -0.18325726 -0.265574432 -0.368886233
#> [5,] 1.0751805535 4.304626e-01 1.08946854 1.815464869 1.660311320
#> [6,] -0.4918452582 -3.109249e-01 -0.73440371 -0.099337565 -0.170514773
#> [7,] -0.8608819602 -9.561272e-01 -1.20681495 -0.930521901 -1.452805422
#> [8,] 0.1383624124 4.295103e-01 0.58441100 -0.384608238 0.353909223
#> [9,] 0.1583218198 5.699787e-01 0.35060584 -0.431811299 -0.318471387
#> [10,] -0.1015751441 -8.523234e-01 -1.06614778 -0.561106641 -1.103737412
#> [11,] 0.7982968599 3.571333e-01 1.09907040 -0.152697547 1.049305306
#> [12,] 1.6960455228 4.866500e-01 -0.09636048 0.815991359 0.032788573
#> [13,] 2.2213601377 2.395116e+00 0.17297154 0.514302229 0.016348950
#> [14,] 0.8891758637 8.871039e-01 -0.13716836 -0.503642045 -0.858787019
#> [15,] -1.0231052285 -4.442508e-01 -0.01858546 2.480412339 0.050324172
#> [16,] 2.2468402322 3.152693e+00 2.66129211 -0.310725186 2.168843680
#> [17,] 2.1619065839 2.796522e+00 3.12026075 -0.464648212 3.394143634
#> [18,] 0.7231305812 1.395263e-01 -0.73968473 -0.918208059 -1.225938615
#> [19,] -0.3835548566 -6.789997e-01 -0.88131208 -0.946940357 0.001005301
#> [20,] -1.3356610543 -8.961305e-01 -0.38633648 1.080738962 -0.615480588
#> [21,] -1.2006165535 -1.321821e+00 -1.03734221 -0.265574432 -1.368415354
#> [22,] 0.8123109119 -1.284615e-02 -0.23366700 -0.312777493 -0.452180326
#> [23,] -0.8562106095 -6.275740e-01 -1.18857142 0.202351565 -1.589802287
#> [24,] 0.4500689018 -1.142783e+00 -0.78145279 0.093579293 -1.288957173
#> [25,] -0.9483636179 -1.109928e+00 -0.73392361 -0.187586766 -0.653839710
#> [26,] 0.1782812271 7.866333e-01 1.56764089 -0.684245061 1.309599348
#> [27,] -0.9704463665 2.152364e-01 0.67274806 0.118206977 0.672289935
#> [28,] -0.4306930314 -6.375734e-01 -0.39065732 0.093579293 -0.977700297
#> [29,] -0.3699654728 -9.623173e-01 -0.79633567 -0.087023723 -0.250520942
#> [30,] -0.9946524563 -1.413245e+00 -1.12855983 -0.651408149 -1.080721939
#> [31,] -0.2812098103 -8.532757e-01 -0.73392361 -0.162959082 -1.239090314
#> [32,] 0.5383998961 1.447642e-01 -0.56013005 -0.942835743 -0.895502179
#> [33,] 1.0365357435 1.743247e+00 2.70738101 -0.583682018 3.219883622
#> [34,] 1.1176473777 -7.851843e-01 -0.14100910 0.165410039 1.041085494
#> [35,] 0.5417972420 3.342775e-01 0.44902485 -0.612414316 1.589072951
#> [36,] 0.2712835721 -4.490124e-01 -0.96244775 -0.146540626 0.406516019
#> [37,] -0.5967383139 -2.871167e-01 -0.43242539 -0.602152781 -0.909201865
#> [38,] -0.4209256618 -1.309348e-01 0.08751503 -0.571368176 -0.537118382
#> [39,] -0.4935439311 -1.323633e-01 0.04910761 -0.534426650 -0.483963599
#> [40,] 0.4946590672 2.790424e-01 -0.53900597 -0.875109612 -0.795768462
#> [41,] 0.4059034047 6.000695e-02 -0.65518841 -0.715029666 -0.664799459
#> [42,] 0.6466902977 1.728578e-01 -0.44538789 -0.481066668 -1.046746717
#> [43,] 0.9749588485 7.237797e-01 0.11007939 -0.160906775 -0.403957430
#> [44,] 0.3991087128 4.143655e-02 0.08367429 -0.955149585 -0.137087538
#> [45,] 2.0544655187 1.758960e+00 1.67422148 -0.060343732 1.766072899
#> [46,] 1.7601704273 1.397076e+00 1.22437460 -0.489275896 1.668531132
#> [47,] 1.4178878245 1.120900e+00 1.27814498 -0.901789603 1.950744672
#> [48,] 1.7372383422 1.615635e+00 1.54651681 -0.472857440 1.981979957
#> [49,] 0.4492195653 -6.628101e-01 -1.20537467 -0.240946748 -0.882350480
#> [50,] -1.0885041377 -1.426577e+00 -1.28747052 -0.788912718 -0.993043946
#> [51,] -1.2876735430 -1.313250e+00 -0.65422822 -0.852534235 -0.356830509
#> [52,] -1.2001918852 -1.252777e+00 -0.98117137 -0.279940581 -0.621508450
#> [53,] -0.1848101195 -2.418811e-01 -0.13860864 -0.852534235 -0.162842949
#> [54,] -0.6251910860 -8.466094e-01 -1.36284508 -0.298411344 -1.636381220
#> [55,] -0.4587211353 -5.351981e-01 -0.77377131 -0.583682018 -0.886734379
#> [56,] -0.3945962308 -7.099503e-01 -1.19913346 -0.171168310 -1.118533074
#> [57,] -1.0315985933 -1.059455e+00 -1.13048020 0.032010083 -0.708090468
#> [58,] -0.9695970300 -6.299548e-01 -0.35321009 -0.304568265 -0.171610748
#> [59,] -0.5313394046 -9.713644e-01 -0.78097270 -0.070605267 0.026212724
#> [60,] -0.6702059197 -7.961360e-01 -1.34556174 -0.807383481 -0.995783883
#> [61,] 1.4671493405 1.038140e-01 -1.24714273 1.842144861 -0.041737721
#> [62,] 1.5703437232 6.191161e-02 -1.25818487 0.616917579 -0.226409494
#> [63,] 1.7639924414 4.976017e-01 -0.86114819 -0.657565070 0.221844246
#> [64,] 0.5120704651 -4.913910e-01 -1.06134685 0.075108530 0.077175557
#> [65,] 1.1898409787 -5.775767e-01 -0.60429858 -0.009036057 1.010398196
#> [66,] 0.5010290908 1.179469e+00 0.85614348 -0.011088364 -0.129963701
#> [67,] -1.3106056281 -7.013794e-01 -0.31144202 -0.948992664 -0.520678758
#> [68,] -1.1356423125 -5.199609e-01 0.12976319 -0.606257395 -0.552462031
#> [69,] 0.0440860628 -3.322872e-03 0.28483314 7.676853672 0.590639804
#> [70,] -0.7589615822 -7.423295e-01 -0.66959119 1.347538873 -0.827551734
#> [71,] -0.5529974850 3.095169e-01 0.22386136 -0.281992888 -0.873034693
#> [72,] 0.4194927884 4.737935e-01 -0.66719073 -0.004931443 0.149509902
#> [73,] -0.1784400958 5.123628e-01 0.21377942 1.175145084 -0.212709807
#> [74,] 0.2602421978 4.728412e-01 0.51239709 0.194142337 0.728732643
#> [75,] -0.3024432224 -5.085329e-01 -0.02002574 0.553296062 0.247051669
#> [76,] -0.1584806885 -5.128184e-01 0.01934187 1.052006664 0.503509799
#> [77,] 0.3481485238 5.675978e-01 0.34436464 4.270024046 -0.111332128
#> [78,] 0.3799986419 1.027692e-05 0.00253862 1.021222059 -0.506979072
#> [79,] -0.0009287708 -3.094039e-02 0.26562943 -0.604205088 0.911760454
#> [80,] 0.0351680297 1.723817e-01 0.30211648 0.657963719 0.214172421
#> [81,] -0.6375064651 -6.522420e-02 0.42838086 -0.302515958 -0.089960617
#> [82,] -0.5822995936 -6.427187e-02 0.35012575 0.653859105 0.385144508
#> [83,] -1.2358640175 -8.956543e-01 -0.69839675 -0.643198921 -0.453276301
#> [84,] -0.5300653999 -2.552137e-01 -0.46507169 -0.169116003 -0.212709807
#> [85,] -1.1059155356 -9.242242e-01 -0.58749533 0.768788298 -0.583149328
#> [86,] -0.5130786703 -3.918728e-01 -0.63262405 -0.195795994 -0.637400087
#> [87,] -0.7721262977 -9.251765e-01 -0.74064491 -0.626780465 -0.259288741
#> [88,] -0.9980498022 -6.985224e-01 0.08703494 0.501988387 0.186773049
#> [89,] 1.7949932231 2.684147e+00 2.69681897 -0.339457484 1.634555910
#> [90,] 1.5860564482 2.101322e+00 1.71790991 0.173619267 1.181370283
#> [91,] 2.4481329787 2.820806e+00 1.97043869 0.643597570 0.924912153
#> [92,] 2.0379034573 2.741287e+00 2.16199568 1.458363451 0.974779012
#> [93,] 0.2109806817 1.247653e-01 0.65402444 0.594342202 0.692565471
#> [94,] -0.1283292433 4.085590e-01 -0.67631249 0.173619267 0.350621298
#> [95,] -0.8303058468 1.761910e-01 0.27187064 1.400898855 -0.546434169
#> [96,] -0.8668273155 -7.428057e-01 -0.87795143 -0.222475985 -0.078452881
#> [97,] -0.9819124090 -4.623450e-01 -0.68639444 1.021222059 -0.824811797
#> [98,] 0.8602984232 7.099709e-01 1.10675188 1.152569707 0.728732643
#> [99,] -1.1258749429 2.676145e-01 1.35303945 1.249028136 0.228968083
#> [100,] -0.9309522200 -5.766244e-01 -0.59661710 0.604603737 -0.527802595
#> [101,] 0.0916489058 6.429243e-02 -0.26679340 -0.160906775 -0.736037829
#> [102,] -0.3916235531 5.061727e-01 0.53448136 -0.628832772 0.115534679
#> [103,] -1.3887445845 -1.207066e+00 -1.33163905 0.048428539 -1.081269927
#> [104,] -1.1606977388 -1.210875e+00 -1.11175659 0.122311591 -0.852759157
#> [105,] -1.0655720526 -9.489847e-01 -0.80977826 -0.150645240 -1.154700246
#> [106,] 1.1125513588 7.413977e-01 0.44854476 0.062794688 0.622971064
#> [107,] 1.4085451232 1.215657e+00 1.23109589 -0.598048167 1.709630191
#> [108,] 1.7206762808 1.226609e+00 0.73035919 0.389111502 0.951763538
#> [109,] 1.8952149281 1.927046e+00 1.48122420 -0.015192978 1.427416651
#> [110,] -0.5317640729 -7.899459e-01 -0.63934535 -0.948992664 0.080463482
#> [111,] -0.8812660358 -7.766133e-01 0.19073497 -0.074709881 1.153422922
#> [112,] 2.1992773891 1.443740e+00 0.51191700 -0.329195949 -0.219833644
#> [113,] 0.6110181654 2.409493e-01 0.26514934 0.224926942 0.347881361
#> [114,] 0.0797581951 2.066655e-01 0.07167197 0.358326897 -0.182022510
#> [115,] -0.8396485481 -1.380773e-01 0.21041877 0.212613100 0.733116543
#> [116,] 0.1914459426 -9.950801e-02 -0.16645402 -0.842272700 -0.257096791
#> [117,] 0.4364795181 5.191216e-02 -0.66863100 -0.390765159 -1.074694077
#> [118,] 0.4891383800 5.414088e-01 0.26658962 -0.396922080 -0.028586022
#> [119,] -0.7852910131 -7.794703e-01 0.05582891 -0.918208059 0.502961811
#> [120,] -0.5848476031 -1.151831e+00 -0.44298743 0.056637767 0.068407758
#> [121,] -0.6621372231 -4.661543e-01 0.94256017 -0.682192754 1.131503424
#> [122,] -0.2472363510 6.575929e-01 1.22245423 -0.852534235 0.630642889
#> [123,] -0.0132441498 2.390446e-01 1.20325052 -0.230685213 0.663522136
#> [124,] -0.1928788161 3.590380e-01 1.47450290 0.337803827 1.026837820
#> [125,] -0.7440981937 5.724246e-03 1.33623620 0.376797660 0.559404519
#> [126,] -0.8574846142 2.757093e-01 1.39576770 -0.546740492 1.146847073
#> [127,] -0.9292535471 -7.423295e-01 0.18977478 -0.415392843 1.329326896
#> [128,] -0.6842199716 -7.823273e-01 -1.04694407 0.087422372 -0.470811900
#> [129,] -0.8286071738 -1.001839e+00 -0.74112501 -0.060343732 -0.289976039
#> [130,] -0.6035330057 -5.409121e-01 -0.22742579 -0.811488095 -0.521226746
#> [131,] -1.0137625271 -6.423350e-01 -0.74784630 -0.546740492 -1.128944835
#> [132,] -1.2167539467 -1.177067e+00 -1.02918064 -0.304568265 -0.944273062
#> [133,] -1.1352176443 -7.994692e-01 -0.95764682 -0.561106641 -0.997975833
#> [134,] -1.2914955572 -1.008029e+00 -1.02630008 -0.255312897 -1.107573324
#> [135,] -1.3165509834 -1.314679e+00 -0.86114819 -0.914103445 -0.900434066
#> [136,] -0.8124697806 -6.666194e-01 -0.63838516 0.666172947 -1.093325651
#> [137,] -1.1262996112 -9.370806e-01 -0.73632408 -0.710925052 -1.042910805
#> [138,] -1.0456126453 -1.025171e+00 -0.69215555 0.083317758 -1.511440080
#> [139,] -0.4103089558 -7.932791e-01 -1.08055056 -0.515955887 -1.279641386
#> V41 V42 V43 V44 V45
#> [1,] -1.34951174 0.025997302 0.246474027 1.47338774 0.38024664
#> [2,] 0.98874385 -0.117432776 -0.246790144 0.01239687 0.04277185
#> [3,] 1.82185691 1.287252886 0.519328490 0.71631577 1.43342269
#> [4,] -0.51922471 -0.200471242 -0.446647179 -0.97955416 -0.86076915
#> [5,] 1.19786992 -0.239377376 -0.368688761 -0.32735175 -0.47108128
#> [6,] -0.19197066 -0.609275999 -0.252459847 -0.79423673 -0.67420290
#> [7,] -1.28733912 -0.794515654 -0.623825401 -0.58952562 -1.06452752
#> [8,] -0.52318114 -1.322942257 -1.193630565 -0.67212835 -0.32526670
#> [9,] -0.63057021 -0.833421788 -1.389944035 -1.34156960 -0.73214668
#> [10,] -1.04825715 -1.132476404 -0.769820257 -0.99535642 -0.86968358
#> [11,] 0.13245736 0.007415268 -0.089455882 0.06698650 -0.56595627
#> [12,] -0.05010405 0.063161371 -1.382856906 -0.24259416 -0.31253180
#> [13,] 1.80772677 2.083957611 0.164263332 -0.56438566 -0.49909805
#> [14,] -0.50565977 -0.440295623 -0.191510539 -0.30652149 -0.43988078
#> [15,] 0.08667570 -1.134218470 -0.858409368 -0.59168048 -0.57805442
#> [16,] 2.20732713 1.805227095 1.517196239 1.03020614 -0.35137324
#> [17,] 3.44625782 2.974153196 2.213152297 0.45486018 1.50473812
#> [18,] -1.27264378 -0.521592024 0.145836797 0.49005613 0.18922317
#> [19,] 0.50436264 0.764052481 0.622091859 0.56978572 0.44837835
#> [20,] 0.15676120 -0.238215999 -0.539488567 -0.46382582 -0.31062157
#> [21,] -0.77300202 -1.048857250 -0.591224608 -0.21817249 -0.59652002
#> [22,] -0.48248634 -0.466426609 -1.163864623 -0.93142909 -0.42268867
#> [23,] -0.71195982 -0.700444105 -0.458695298 -0.22894676 -0.65955777
#> [24,] 0.23928122 0.555004594 0.133788678 -0.80932071 -0.39849236
#> [25,] -0.97421522 -1.077891678 -1.148981653 -0.90054286 -0.67356615
#> [26,] 0.36758289 -0.442037689 -0.421842228 -0.97668102 -0.46407708
#> [27,] -0.19310107 -0.768384668 0.717059386 0.32628724 -0.70030944
#> [28,] -1.25173117 -1.425724135 -1.248201457 -0.88258574 -0.80027839
#> [29,] -0.51074662 -0.526237532 0.190485709 -0.39774364 -0.93526831
#> [30,] -0.89960808 -0.599404293 0.121031846 -0.17938512 -0.88369197
#> [31,] -0.97478042 -0.601146359 0.177728877 -0.35895627 -1.17786811
#> [32,] -0.38301015 -0.778256374 -0.699657681 -0.71378886 -0.57296046
#> [33,] 2.74314204 2.588575982 3.724836891 3.99169354 2.52480344
#> [34,] 1.31260666 1.181567566 1.082046525 1.20115788 -0.25013080
#> [35,] 2.42945293 2.232033198 2.700038052 1.35199764 0.74382798
#> [36,] 0.68353282 1.322674890 1.232293657 0.19699601 -0.29151922
#> [37,] -0.78261052 -0.606372556 -0.511140052 -0.56079424 -0.72323226
#> [38,] -0.97647604 -0.077945953 -0.194345390 -0.47675494 -0.36920210
#> [39,] -1.14547252 -0.421132900 -0.474286982 -0.41713732 -0.58824234
#> [40,] -0.60004911 -1.241065168 -1.218435516 -1.23454519 -1.07662567
#> [41,] -0.52600717 -1.015177312 -1.365847797 -1.23023549 -0.90534130
#> [42,] -1.02282290 -1.369397343 -0.997317094 -1.16487159 -1.27210635
#> [43,] -0.66787378 -1.031436592 -1.212765813 -0.97668102 -1.13584295
#> [44,] -0.22362217 -0.666764167 -0.618155698 -0.51266917 -0.45707289
#> [45,] 1.24591240 0.796571041 0.240095611 -0.35895627 -0.39658213
#> [46,] 1.44260395 1.175179992 0.658236216 -0.20739822 -0.57932791
#> [47,] 1.55621027 1.427198833 0.855258400 -0.14921717 -0.33863834
#> [48,] 1.77324923 1.373775484 0.938886521 0.05262081 -0.33227089
#> [49,] -0.66956940 -0.659215216 0.087013627 1.17889106 1.08894371
#> [50,] -0.37114084 -0.507655498 -0.630912530 -0.90700742 -0.76653091
#> [51,] 0.04880693 0.146199837 -0.143318062 -0.52057030 -0.59970375
#> [52,] -0.15749312 -0.163887862 -0.350262226 -0.90269771 -0.70858712
#> [53,] -0.12188517 -0.393259849 -0.683357284 -0.29862036 -0.12341857
#> [54,] -1.36194626 -1.452435809 -1.332538291 -1.27405085 -1.06643775
#> [55,] -1.16016786 -1.289262320 -1.149690366 -0.67715635 -0.56722976
#> [56,] -1.24551391 -1.445467546 -1.122759276 -0.53565428 -0.44306450
#> [57,] -0.92334671 -1.155703947 -1.487746414 -0.67284664 -0.58505861
#> [58,] -0.72778557 -1.587155558 -1.506881662 -0.75904079 -0.45388917
#> [59,] -0.52544197 -0.426939786 -0.854157091 -0.77268820 -0.06229106
#> [60,] -0.74417654 -0.347385451 -0.550119261 -0.88617716 0.11026681
#> [61,] 0.60383883 0.626429288 -0.068903209 -0.10468352 0.15547570
#> [62,] 0.73609694 0.629913420 -0.026380435 -0.14706231 0.16757385
#> [63,] 0.89548492 0.823863404 0.408769279 0.02173457 0.36114430
#> [64,] 0.61740377 0.107874391 -0.562167380 -0.31873233 -0.22975496
#> [65,] 1.14587101 0.726888412 -0.053311525 -0.58377935 -0.16862745
#> [66,] -1.29807803 -0.942010552 0.184107293 0.43618478 0.02175927
#> [67,] -0.07271228 0.030062122 -0.527440448 -0.99822956 -1.08808708
#> [68,] -0.56331074 0.088130980 -0.188675687 -0.48896578 -0.82638493
#> [69,] 0.39866920 -0.045427393 -0.584137480 -0.18225826 0.48849327
#> [70,] -1.31220817 -1.065697218 -0.985977688 -1.00038441 -0.80218862
#> [71,] -1.21668842 -0.809613557 -0.655717481 -1.31283821 -0.89642687
#> [72,] 1.86763856 0.963228662 -0.435307773 -0.56366738 -0.92635388
#> [73,] -0.65035241 -0.585467767 -0.197180242 -0.82512297 -0.93654180
#> [74,] 0.45349414 0.310534704 0.061499963 0.23147367 0.05932722
#> [75,] 0.47666757 0.960325219 0.555472847 -0.17363884 -0.75124903
#> [76,] 0.81748655 0.707725689 0.632722552 0.22500911 0.03640440
#> [77,] 0.28845410 1.277961869 0.818405330 -0.58737077 -0.15525581
#> [78,] -0.69161241 -0.090140413 0.356324525 -0.12048578 -0.56595627
#> [79,] 0.65640295 0.506226753 -0.111425982 -0.54211884 -0.65382706
#> [80,] 0.83783395 0.856962653 0.267026701 0.43331164 0.22360740
#> [81,] -0.55765869 -0.631342164 -1.039839868 -0.49758520 -0.39276166
#> [82,] 0.20367326 0.502161933 0.358450664 -0.30580321 -0.32399321
#> [83,] -0.89056479 -1.006466984 -0.357349355 -0.36829397 -0.10367948
#> [84,] 0.26301985 -0.141241007 -0.432472921 -0.03213678 -0.48763665
#> [85,] -0.06762543 0.052128288 -0.812343030 -0.76478707 -0.46726081
#> [86,] 0.09967543 -0.002456438 -1.537356316 -0.69439518 -0.12087159
#> [87,] -0.37509728 -0.900200975 -1.139768385 -0.08098013 -0.34691602
#> [88,] -0.29879452 -0.925751272 0.133079965 0.27457075 -0.41441098
#> [89,] -0.04953885 -1.093570270 -0.921484815 0.35142720 2.01859125
#> [90,] -0.07666872 -0.722510271 -0.324748562 0.01886143 1.38630357
#> [91,] -0.45818250 -0.449005952 -0.572798073 0.47928186 1.48372554
#> [92,] 0.46705907 0.975423122 1.494517426 1.64218462 2.27456270
#> [93,] 0.03750282 0.884255016 1.189062171 -0.27348040 -0.35455696
#> [94,] 0.97743974 -0.682442759 0.011890061 0.71631577 0.14083056
#> [95,] 1.68903359 1.648441180 0.070713231 2.18377121 2.61394772
#> [96,] 2.28193427 3.168683869 2.036682787 1.57897558 2.80433445
#> [97,] 1.55960151 2.121702368 1.250011479 1.69677425 2.36625396
#> [98,] 1.32956283 1.908008973 1.965811498 -0.60748274 1.41623058
#> [99,] 0.58010020 1.172276549 1.505856833 1.40730556 2.16122211
#> [100,] 0.43879879 -0.444941132 -1.204261258 -0.91921825 0.21915018
#> [101,] -0.73400284 -1.116797813 -1.337499281 -0.99966613 -0.98811813
#> [102,] -0.96234590 -0.650504887 0.868015232 0.62293878 -0.69967270
#> [103,] -0.48192114 -0.494880349 -1.164573336 -0.50476804 -0.23484892
#> [104,] -0.32762001 -0.327642040 -1.022122045 -0.34746371 -0.01708217
#> [105,] -0.70856858 -0.515204449 -0.825099862 -0.30795806 -0.02790683
#> [106,] 0.93165808 0.930710102 1.308125936 1.95104700 1.69767182
#> [107,] 1.66359934 1.009103059 1.724849116 2.55512434 1.89060553
#> [108,] 0.81522573 0.676368506 1.672404362 2.28002134 1.55440422
#> [109,] 0.86778985 0.332020181 0.933925531 1.97187725 1.48308880
#> [110,] -0.18236217 -0.212665702 0.162137194 0.08494361 -0.20364842
#> [111,] 1.28830282 0.530034985 -0.168123013 -0.99751128 -1.04988239
#> [112,] -0.14449339 0.320987098 1.316630491 1.67881714 1.22011316
#> [113,] -0.16540600 -0.695798596 -0.426803218 0.04471968 -0.29724992
#> [114,] 0.42410345 0.606685877 0.691545722 -0.07810699 -0.64491263
#> [115,] 0.54336183 0.013802842 -0.878253329 -0.89910629 -0.53666600
#> [116,] -1.33199036 -0.531463730 0.695798000 1.75351873 1.47863158
#> [117,] -0.94821576 -0.097689364 1.405928315 1.81098150 0.77630197
#> [118,] -0.55200663 -0.932138846 -0.349553513 -0.45592469 -0.88114499
#> [119,] 0.06293707 -0.414745326 -0.900932141 -1.40046894 -1.11164664
#> [120,] 0.31445356 0.634558928 0.540589877 -0.91849997 -0.55449486
#> [121,] -0.79504504 -0.221956719 0.664614632 1.64433947 1.64291176
#> [122,] 1.21426088 2.549089159 2.612157654 2.48401417 2.35924977
#> [123,] 0.08667570 0.931290790 1.293242966 1.88640138 1.93581441
#> [124,] -0.16088435 1.107820117 1.650434262 1.95104700 2.06953084
#> [125,] -0.97025878 0.500419868 1.543418616 1.84761402 0.93803517
#> [126,] -0.32592439 0.917934953 0.935342956 1.52079452 1.81355940
#> [127,] 1.74668456 1.328481775 2.150785563 2.02718517 3.17746695
#> [128,] 0.46310264 0.963809350 1.035980187 -0.12551377 -0.02153938
#> [129,] -0.36153234 -0.007101947 -0.612485995 -0.62472157 -0.04318871
#> [130,] -0.25979533 0.211817646 -0.258838263 -0.87181147 -0.92317015
#> [131,] -1.03525742 -0.394421226 -0.042680832 -0.41210933 -0.81173980
#> [132,] -1.26190487 -0.763158471 -0.005119048 0.41894595 0.42354529
#> [133,] -1.41959723 -0.847939003 -0.103630140 0.18909488 -0.05337663
#> [134,] -1.43429258 -0.924589895 -0.294982620 -0.10827494 -0.10558971
#> [135,] -1.15960266 -1.007047672 -0.594059460 -0.20739822 0.02621648
#> [136,] -0.67578666 -1.279971302 -1.303481063 -0.58449763 -0.89515338
#> [137,] -0.95895467 -1.018080755 -0.354514503 -0.62184843 -0.72705273
#> [138,] -0.75491544 -1.141186733 -0.941328776 -0.36685740 -0.69394199
#> [139,] -1.15903745 -0.414164637 0.019685903 -0.24618559 -0.38512072
#> V46 V47 V48 V49 V5
#> [1,] -0.13362335 -0.148332746 0.79382419 -0.36772896 0.39162232
#> [2,] -1.06767061 0.227834141 -0.24087627 -1.08310896 0.42686478
#> [3,] 1.61713631 1.883221754 1.19630366 0.47489254 -0.92820777
#> [4,] -0.79594777 -1.027322037 -1.37921950 -0.80035006 -0.24979044
#> [5,] -0.74268392 -0.055874218 0.28251979 -0.01710793 1.66035083
#> [6,] -0.22239644 0.368421765 0.48462322 0.74634108 -0.14934943
#> [7,] -0.67243739 -0.381378898 -0.63990098 -1.19055734 -0.95992598
#> [8,] -0.67089351 -0.970327054 -0.60362601 -0.80600524 -0.74318486
#> [9,] -0.53889179 -0.375046122 -0.75736280 -1.07179860 -0.65860296
#> [10,] -0.69173589 0.042917085 -0.33070001 -1.02090200 -0.68327268
#> [11,] -0.64464755 -0.692951471 -0.97674003 -0.17828050 -0.23745557
#> [12,] 0.05704580 0.106244844 -0.23396675 -0.17262532 1.55638558
#> [13,] -0.20927346 -0.478903647 -0.09404899 0.01965073 1.15638367
#> [14,] -0.14365857 -0.530832409 -0.71072355 -0.53172912 -0.56344832
#> [15,] -0.80521105 -1.387023707 -1.04583522 -0.39883244 3.23040238
#> [16,] -0.26485313 0.174638824 0.54335413 0.18365088 -0.48239066
#> [17,] 3.04754092 4.005968227 3.49199131 4.15075815 -0.14053881
#> [18,] 0.08406370 -0.193928732 0.53817199 0.53992709 -0.91763503
#> [19,] 0.35887430 -0.158465187 -0.74354377 -0.49779805 -1.05508062
#> [20,] -0.87777340 -0.855070533 -0.70381403 -0.83145354 0.75990601
#> [21,] 0.27627673 0.378554207 -0.84891393 -0.44407386 -0.17930552
#> [22,] 0.30020687 0.054316082 -0.06986567 0.21475436 -0.55639983
#> [23,] -0.69173589 -1.247702638 -0.82818537 -1.14531591 -1.14847314
#> [24,] 0.09873056 -0.544764516 -0.43088804 -1.04352271 -0.70794240
#> [25,] -0.46555750 -0.939929730 -0.82300323 -1.15097109 0.38633595
#> [26,] 0.02385239 -0.767678226 -0.46025349 -0.48083251 -0.72732575
#> [27,] -0.14597439 0.222767920 -0.80745682 0.58234092 -0.79957279
#> [28,] -0.80057941 -0.846204647 -1.12702206 -0.82579836 -0.14934943
#> [29,] -0.66703381 -0.722082240 -0.73836163 -1.39131615 -0.09296149
#> [30,] -0.75580690 -1.075451134 -1.00610548 -0.68159133 -0.97226084
#> [31,] -1.03910883 -1.031121703 -0.80054730 -1.18772975 -0.85067436
#> [32,] -0.59292758 -1.017189596 -1.26348506 -1.21035046 -0.83129101
#> [33,] 2.28100461 2.441772586 1.68515212 1.25247950 1.02774870
#> [34,] -0.86233460 -0.639756154 -0.80400206 -0.10759078 -0.41542999
#> [35,] 0.74021260 0.397552534 0.18060438 -0.55434983 -0.97402296
#> [36,] -0.33587160 -0.654954816 -0.16314418 -0.53172912 -0.70265603
#> [37,] -1.09700433 -0.885467858 -0.69690451 -1.00110888 -0.25683893
#> [38,] -0.39762679 0.072047854 -0.23914889 -0.06517694 -0.32556172
#> [39,] -0.57440102 -0.064740104 0.11496396 -0.28572888 -1.11851705
#> [40,] -0.97426588 -1.174242437 -0.87136987 -1.11421243 -0.50529826
#> [41,] -0.81370239 -1.166643106 -1.14775062 -1.16228145 -0.65155447
#> [42,] -0.83840446 -0.962727723 -1.02510666 -0.90779844 -0.30089200
#> [43,] -0.94647605 -1.219838424 -0.99228645 -1.16510903 -0.11410697
#> [44,] -0.67320933 -0.717016019 -0.55698676 -0.58545330 -0.94230475
#> [45,] -0.45397840 -0.366180236 -0.03531808 -0.44690145 -0.84362587
#> [46,] -0.70949050 -0.325650470 0.16678535 0.14123705 -0.82776676
#> [47,] -0.81138657 -0.300319367 0.17024011 0.03096108 -0.75199547
#> [48,] -0.58520818 -0.461171874 -0.22705723 0.14971982 0.15549784
#> [49,] 0.65993085 -0.115402311 -1.13911372 -1.01241923 -0.60045290
#> [50,] -0.68633231 -1.046320365 -0.71590569 -0.44124627 -0.66036508
#> [51,] -0.29418685 -0.709416688 -0.95082933 -0.67028097 -0.90706229
#> [52,] -0.45861004 -0.996924713 -0.77463660 -0.50062564 -0.35551781
#> [53,] 0.12188875 -0.342115688 -0.39288568 -0.19241844 -0.91058654
#> [54,] -1.18423353 -1.065318692 -1.08211019 -0.93607433 -0.09296149
#> [55,] -0.76352630 -0.939929730 -0.79191040 -0.78621212 0.13259024
#> [56,] -0.90170353 -0.787943109 -0.71590569 -0.88235014 -0.13172820
#> [57,] -0.81370239 -0.277521374 -0.35661071 -0.71834998 0.10968265
#> [58,] -0.99047662 -0.513100636 -0.43607018 -0.57697054 -0.48767703
#> [59,] 0.49087602 0.964969253 1.06156804 0.73503072 0.18897818
#> [60,] 0.90540774 0.894042163 0.30843048 0.42965112 -0.96697447
#> [61,] 0.11185353 0.530540828 1.56941768 1.43910037 0.70175595
#> [62,] 0.25234659 1.002965908 1.41222613 2.41179096 -0.85067436
#> [63,] 0.95635577 1.550117743 1.96498764 2.29868740 -0.61102564
#> [64,] -0.64078785 0.027718423 0.71436472 0.66434100 0.69999383
#> [65,] 0.29866299 0.702792331 1.10302516 1.17613460 -0.88944106
#> [66,] -0.69405171 -0.857603644 -0.93010078 -0.96435022 0.59955282
#> [67,] -0.48331212 -0.190129067 -0.99228645 -0.86255702 -0.66917570
#> [68,] -0.73573646 -0.603026054 -0.75563542 -0.47800493 -0.52468161
#> [69,] 0.53024495 0.953570256 1.06502280 0.42965112 5.77667003
#> [70,] -0.82759731 -0.923464513 -0.51380226 -0.40448761 -0.67622419
#> [71,] -0.86156266 -1.145111668 -1.14084110 -0.92193639 -0.15287367
#> [72,] -0.75889466 -0.628357157 -1.06138163 -0.75793623 -0.21278585
#> [73,] -0.96654648 -1.179308658 -0.71417831 -1.16228145 2.08149822
#> [74,] 0.17746842 -0.200261508 -0.61399029 -0.16979773 0.85153640
#> [75,] 0.09950250 1.042229118 0.57617434 0.32503033 0.54845126
#> [76,] -0.29187103 -0.022943784 -0.57598793 -0.62221196 1.66211296
#> [77,] -0.20078212 -0.817073878 -0.11477755 -0.12455631 4.39340352
#> [78,] -0.49411928 -0.362380570 -1.13220420 -0.37621172 1.17224278
#> [79,] -0.34590682 -0.649888595 -1.05792687 -0.76076382 0.18897818
#> [80,] -0.91868621 -0.459905319 -0.59153435 -0.95021228 -0.55111346
#> [81,] -0.35671398 0.006186985 0.15296631 0.53709950 0.99426836
#> [82,] -0.27797611 -0.264855822 -0.20460129 0.38440970 0.67884836
#> [83,] -0.29495879 -0.492835753 -0.67099382 -0.05952176 1.19338826
#> [84,] -0.61068220 -0.124268198 0.10805444 0.34765104 -0.17930552
#> [85,] -0.09734217 -0.689151806 -1.35330881 -1.17359180 0.94316680
#> [86,] 0.14967859 -0.112869201 -0.26851434 -0.76641900 0.67884836
#> [87,] -0.68170067 -0.340849133 0.07523422 0.40985800 0.22950701
#> [88,] -0.36752113 0.272163572 0.75582183 1.57199705 0.58545584
#> [89,] 2.06331756 1.484256874 1.80434132 1.63703159 -0.88063045
#> [90,] 1.16400760 0.203769593 0.80418846 1.53806598 -0.20221312
#> [91,] 1.18716579 0.519141831 -0.57080579 -0.50628081 0.02862499
#> [92,] 2.11966917 -0.282587594 -0.15450728 -0.67593615 0.95902590
#> [93,] -1.09700433 -0.005212011 2.01853641 1.57199705 -0.99869269
#> [94,] -0.31888892 -0.876601971 0.10287230 0.87923776 -0.87886833
#> [95,] 2.75111600 2.807807032 1.06329542 0.09316804 -0.85596073
#> [96,] 3.59330241 2.340448172 0.85600986 -0.42145315 0.46386936
#> [97,] 2.88234578 2.683684625 0.69018140 0.52296156 0.12025538
#> [98,] 2.22542494 1.298073263 0.02859497 1.94241120 -0.11586909
#> [99,] 3.15715638 2.567161548 2.76476445 2.22234250 3.08414617
#> [100,] 1.42106358 1.805961889 0.37752567 1.12523800 0.01452801
#> [101,] -0.88163310 -0.852537423 -0.89209842 -1.12552279 -0.53701647
#> [102,] -0.01088491 0.286095679 -0.19250963 0.28827167 -0.88415469
#> [103,] -0.38681963 -0.072339435 -0.05950140 0.23454748 0.46034511
#> [104,] 0.17592454 -0.071072880 -0.83854965 -0.58828089 0.32289952
#> [105,] -0.61299802 -0.558696623 -0.23223937 -0.18110809 -0.03657356
#> [106,] 1.26358784 1.358867912 1.59360100 1.34861752 0.26651159
#> [107,] 1.91664898 2.475969576 2.32946476 1.61723847 -0.01366596
#> [108,] 0.86063522 0.472279290 0.82146226 1.21006566 0.60483919
#> [109,] 0.65221145 -0.050807998 1.33103928 1.18744495 0.02510074
#> [110,] -0.07881562 0.008720096 -0.02668118 -0.34228066 -0.54935134
#> [111,] -0.59755922 -0.147066191 0.26006385 0.70958242 -0.37490116
#> [112,] 0.74561618 -0.106536425 -0.88346152 -0.64200508 -0.50706038
#> [113,] -0.26871283 -0.361114015 -0.05777402 -0.44690145 -0.23921770
#> [114,] -0.58752400 -0.591627057 -0.61744505 -0.76924658 1.55638558
#> [115,] -0.56668162 -0.696751137 -1.28248624 -1.14531591 0.75109540
#> [116,] 0.78884481 0.191104041 -0.65372002 -1.13400556 -0.41366787
#> [117,] -0.10506157 -0.985525716 -0.82473061 -0.57131536 -0.96345023
#> [118,] -0.20464182 -0.470037760 -1.43622303 -0.79186730 -0.58988016
#> [119,] -0.67012157 -0.490302643 -0.18387274 -0.40731520 -0.84715011
#> [120,] -0.76661405 -0.509300971 0.14778417 0.21192677 -0.23745557
#> [121,] 0.34111968 -0.497901974 0.60208504 0.76330661 0.40924355
#> [122,] 1.57004798 1.719836137 2.44519920 2.14317001 0.59602858
#> [123,] 0.30329463 0.469746179 1.99262571 1.52958321 -0.20926161
#> [124,] 0.50708675 0.294961565 1.73524613 1.22703120 0.27356008
#> [125,] -0.49334734 0.074580965 1.55732602 1.61723847 1.02422445
#> [126,] 0.26392569 -0.288920370 0.83009916 1.11110005 -0.51234675
#> [127,] 3.35400105 3.674130771 3.24324863 3.02820535 -0.05948116
#> [128,] 0.48470050 0.850979287 1.02529307 1.29489333 0.04800834
#> [129,] -0.25095821 0.488744507 0.29979359 -0.06517694 0.45153450
#> [130,] 0.29403135 0.973835139 0.34297808 -0.50062564 -0.34318295
#> [131,] -0.64541949 -0.324383915 -0.12341445 -0.04821141 -0.56697256
#> [132,] 0.55880673 0.823115073 0.52089819 0.09316804 0.06210533
#> [133,] 0.32876864 0.509009390 0.06486994 0.10165080 -0.23921770
#> [134,] 0.37662891 0.693926445 0.32052214 -0.10193560 0.09910991
#> [135,] 0.59894760 1.008032128 0.71954686 0.33916827 -0.01895233
#> [136,] -0.75503496 -0.667620368 0.27733765 0.61909958 0.69646959
#> [137,] -0.36597725 0.446948186 0.82837178 0.97537578 -0.59692865
#> [138,] -1.14177684 -0.478903647 0.64181477 0.37875452 0.04977047
#> [139,] -0.06878040 -0.224326056 -1.45522421 -1.01524682 -0.91234866
#> V50 V51 V52 V53 V54
#> [1,] 0.878163393 0.851455412 -1.211805194 -0.60769270 0.77407396
#> [2,] -0.721386206 -1.255173224 1.160602157 0.89908897 -0.17600357
#> [3,] 0.658041888 0.946730074 -0.123969628 -1.04033299 0.64046931
#> [4,] -1.161629215 0.046913822 -1.165514319 -0.77179764 -0.02755396
#> [5,] -0.332504882 0.459770691 0.801847875 2.12241667 0.35841504
#> [6,] 1.721962493 -0.958763164 0.153775623 0.33218102 0.56624450
#> [7,] -0.046346926 -0.355356972 -0.482723910 1.74945091 1.07097319
#> [8,] -0.963519861 -0.948177091 -0.806760036 0.21283197 -0.81433691
#> [9,] 0.093063360 0.385668176 0.014902998 2.37603339 1.73899645
#> [10,] 0.452595151 0.237463146 0.512529905 0.31726239 -0.27991830
#> [11,] -0.273805814 -0.778799914 -0.563732942 -0.72704175 0.99674838
#> [12,] -1.029556312 0.025741675 -1.165514319 0.70514678 -0.53228264
#> [13,] 0.085725977 2.206472826 2.306301317 0.37693691 0.19512046
#> [14,] -0.185757212 -1.128140341 -0.552160223 -1.42821738 -1.31906560
#> [15,] -0.611325454 0.015155602 -0.459578473 -1.05525162 -0.13146869
#> [16,] 0.225136263 -0.175393722 0.107484748 1.25713611 -0.94794156
#> [17,] 4.216672877 2.587571473 0.477811749 0.64547226 0.12089566
#> [18,] -0.273805814 -0.471803781 -0.471151191 -1.33870560 -0.33929815
#> [19,] -0.603988071 -0.842316355 -0.274414972 -0.53309955 -0.65104234
#> [20,] -1.066243230 -0.694111326 -0.818332755 -1.35362423 -0.33929815
#> [21,] 0.481944685 0.173946705 -0.343851285 0.24266923 -0.93309660
#> [22,] 0.313184865 -0.355356972 -0.505869348 -0.02586611 -1.05185629
#> [23,] -0.449903017 -0.641180958 -1.084505287 -0.14521516 0.52170961
#> [24,] 0.159099812 -0.958763164 0.350511842 0.60071636 -0.20569349
#> [25,] -0.185757212 -1.011693532 1.206893032 0.12332019 0.43263985
#> [26,] 1.215683033 1.158451545 0.292648248 -0.47342503 2.43670964
#> [27,] 3.174764423 0.618561794 0.836566031 1.64502050 0.41779488
#> [28,] -0.442565634 1.645410928 2.942800850 0.61563500 -1.31906560
#> [29,] -1.000206779 -1.223415003 -1.269668788 -1.10000751 -0.69557722
#> [30,] -0.956182478 -0.027188692 -0.077678753 0.42169280 -1.20030591
#> [31,] -0.002322625 0.502114985 0.477811749 0.85433308 -0.76980203
#> [32,] -0.618662837 -1.371620033 -0.725751005 -0.62261133 0.32872512
#> [33,] 0.012352142 0.576217500 -0.413287597 0.70514678 -0.16115861
#> [34,] 0.225136263 -0.905832797 -0.806760036 0.34709965 1.14519799
#> [35,] 0.474607301 -0.905832797 -1.431686851 -0.90606531 -1.22999583
#> [36,] -0.985532012 -1.329275739 -0.448005754 0.18299471 0.07636077
#> [37,] -1.168966599 -1.445722548 -0.922487224 -1.01049573 -0.41352295
#> [38,] 0.144425045 -1.265759297 -0.644741973 -0.90606531 -0.75495707
#> [39,] -0.618662837 -1.096382121 -0.957205380 -0.96573983 -1.05185629
#> [40,] -0.963519861 -1.064623900 -1.130796162 0.34709965 -0.10177876
#> [41,] -1.154291832 -1.403378253 -1.049787131 -0.47342503 -1.14092606
#> [42,] -0.809434808 -1.339861812 -1.096078006 -0.32423872 -0.07208884
#> [43,] -0.802097425 -1.106968194 -0.691032848 -0.77179764 -1.25968575
#> [44,] -0.369191799 -1.297517518 -0.968778099 -1.23427518 -1.28937568
#> [45,] 0.210461496 1.063176883 -1.026641693 -0.86130942 -0.45805784
#> [46,] -0.127058144 -0.672939179 -1.038214412 1.03335665 0.95221350
#> [47,] -0.119720761 -0.545906296 -1.084505287 1.21238021 0.72953907
#> [48,] -0.215106746 -0.990521385 -0.471151191 0.80957719 0.78891892
#> [49,] -0.127058144 -0.281254458 -1.200232475 -0.57785544 0.19512046
#> [50,] -0.501264702 -0.736455620 0.095912029 -0.92098394 -0.81433691
#> [51,] -0.765410507 -1.361033959 -0.725751005 -1.20443792 -1.18546095
#> [52,] -1.095592764 -0.768213841 -0.147115065 -0.75687901 -1.06670126
#> [53,] -0.692036672 -1.350447886 -0.806760036 -0.50326229 0.09120573
#> [54,] -0.706711439 -0.291840531 -0.633169254 -1.23427518 0.15058558
#> [55,] -1.455124554 0.385668176 -0.054533315 -0.36899462 -0.59166249
#> [56,] -0.802097425 0.036327749 -0.471151191 0.67530952 -0.39867799
#> [57,] -0.251793663 -1.255173224 0.211639217 0.07856430 -1.11123614
#> [58,] 0.261823180 -0.387115193 -0.783614599 -1.24919381 0.22481039
#> [59,] -0.061021693 -0.313012678 -0.019815159 -0.48834366 -0.44321288
#> [60,] 1.472491455 -0.408287340 -1.200232475 -1.04033299 -0.02755396
#> [61,] -0.391203950 0.756180750 -0.251269534 -0.51818092 1.45694218
#> [62,] 1.421129771 -0.090705134 -0.448005754 -1.08508888 0.09120573
#> [63,] 1.127634431 -0.249496237 0.466239030 0.48136732 -0.41352295
#> [64,] -1.007544162 1.094935103 -0.216551378 0.03380841 -0.32445319
#> [65,] -0.185757212 0.957316147 -0.563732942 -1.02541436 -0.17600357
#> [66,] 0.606680204 -1.318689665 0.882856906 -0.86130942 1.36787241
#> [67,] 0.834139092 -0.207151943 -0.158687784 0.21283197 -0.82918187
#> [68,] -0.897483410 -0.461217708 0.200066498 -0.42866914 -1.05185629
#> [69,] -0.083033843 0.046913822 2.665055599 1.55550871 0.69984915
#> [70,] -0.141732911 1.592480560 1.299474783 1.88371858 -0.20569349
#> [71,] -0.934170327 -0.154221575 -0.702605567 -0.35407598 1.85775614
#> [72,] -0.105045994 -0.937591017 2.190574129 1.24221747 0.44748481
#> [73,] -1.080917997 -1.276345371 0.362084561 -0.10045927 -0.33929815
#> [74,] -0.633337604 -1.509238989 0.119057467 1.09303117 -0.41352295
#> [75,] 0.870826009 1.073762956 0.952293219 2.33127750 1.04128326
#> [76,] -0.156407678 -0.503562002 -0.170260503 -0.07062201 -0.68073226
#> [77,] -0.662687138 1.560722339 1.299474783 1.39140378 2.22888018
#> [78,] -0.457240401 -0.154221575 -0.135542347 -0.95082120 1.94682591
#> [79,] -0.185757212 -0.450631634 0.176921061 0.95876350 0.75922900
#> [80,] -1.022218929 0.745594676 -1.003496256 0.45153006 0.09120573
#> [81,] 0.562655903 0.682078235 0.246357373 0.09348293 1.99136079
#> [82,] 0.797452175 0.353909955 -0.390142160 1.07811254 -0.44321288
#> [83,] -0.075696460 1.042004736 -0.193405941 1.25713611 -0.76980203
#> [84,] 0.166437195 -0.249496237 0.477811749 0.43661143 0.10605070
#> [85,] -0.537951619 0.004569528 1.426774689 -0.51818092 2.31794994
#> [86,] -0.097708610 0.078672043 0.466239030 1.27205474 2.27341506
#> [87,] -0.868133876 0.682078235 0.246357373 0.22775060 -0.16115861
#> [88,] 0.885500776 1.740685590 -0.864623630 0.79465856 -0.32445319
#> [89,] 2.220904570 0.809111118 -0.378569441 -0.60769270 -0.32445319
#> [90,] 2.162205502 0.576217500 -0.679460130 -0.36899462 2.91174840
#> [91,] 0.034364292 0.216290999 0.558820780 0.06364567 1.88744606
#> [92,] -0.369191799 -0.122463354 3.741318446 1.60026461 -0.36898807
#> [93,] -0.039009542 0.597389647 0.512529905 1.36156652 1.53116699
#> [94,] -0.244456280 0.978488294 1.461492846 0.55596047 1.76868637
#> [95,] 0.481944685 2.418194296 2.398883067 0.64547226 3.38678717
#> [96,] 1.105622281 3.222735886 3.475145914 2.51030106 0.67015923
#> [97,] 0.951537228 2.015923502 3.787609322 2.55505696 0.96705846
#> [98,] 3.108727971 0.872627559 2.051701504 0.31726239 -0.36898807
#> [99,] 4.554192517 0.967902221 0.906002344 3.80822191 1.96167087
#> [100,] 1.890722313 0.205704926 -1.142368881 -0.83147216 1.23426776
#> [101,] -0.633337604 -0.196565869 -0.413287597 -1.36854286 -0.85887180
#> [102,] 0.188449346 -0.429459487 0.419948155 -0.29440146 -0.91825164
#> [103,] -0.024334775 -0.852902429 -0.320705847 -0.65244859 -1.20030591
#> [104,] -0.882808643 -1.191656782 -0.910914505 -1.14476340 -1.28937568
#> [105,] -0.515939469 0.237463146 -0.170260503 -1.23427518 -0.88856172
#> [106,] 0.342534399 -0.238910163 -0.424860316 0.30234376 -0.56197257
#> [107,] 1.538527906 1.073762956 -0.008242440 -0.84639079 -0.04239892
#> [108,] 0.415908233 -0.768213841 0.373657280 0.21283197 0.09120573
#> [109,] 0.151762428 0.660906088 1.033302251 0.69022815 -0.35414311
#> [110,] -0.537951619 -0.630594885 -0.621596536 -0.51818092 -0.38383303
#> [111,] 0.085725977 0.163360631 -0.494296629 -0.81655353 -1.36360048
#> [112,] -0.772747891 -1.117554268 -0.436433035 -0.86130942 -0.88856172
#> [113,] 0.107738127 -0.694111326 -0.100824190 -0.68228586 1.18973288
#> [114,] -0.640674988 -0.313012678 -0.112396909 0.12332019 -0.13146869
#> [115,] -0.589313304 -0.503562002 -0.424860316 0.67530952 -0.71042218
#> [116,] -1.066243230 -1.170484635 -0.876196349 -0.02586611 -0.41352295
#> [117,] -0.868133876 0.025741675 -0.968778099 -1.20443792 -0.29476326
#> [118,] -0.383866566 -0.281254458 -0.899341786 -0.72704175 0.44748481
#> [119,] -1.080917997 -0.641180958 0.026475716 -0.13029653 -0.96278653
#> [120,] -1.132279681 -0.355356972 0.165348342 -0.98065846 0.10605070
#> [121,] -0.846121725 1.031418662 0.836566031 -0.69720449 -0.79949195
#> [122,] 1.112959664 2.280575340 0.512529905 -1.05525162 -0.20569349
#> [123,] 0.342534399 2.174714605 0.570393499 -1.29394970 -0.07208884
#> [124,] -0.515939469 1.677169148 1.218465751 -0.41375051 0.55139954
#> [125,] 0.702066189 2.058267796 0.408375436 1.39140378 0.56624450
#> [126,] -0.442565634 1.878304546 0.107484748 -1.29394970 -0.59166249
#> [127,] 2.242916721 -1.032865679 -0.621596536 1.42124104 -0.04239892
#> [128,] 0.144425045 -0.006016545 -0.309133128 -1.21935655 -1.31906560
#> [129,] -0.787422658 0.756180750 -0.123969628 0.03380841 -0.74011210
#> [130,] -0.200431979 0.607975720 0.026475716 -0.17505242 -0.88856172
#> [131,] -0.758073124 -0.662353105 -0.563732942 -0.38391325 -1.20030591
#> [132,] 0.107738127 0.555045352 -0.089251471 -0.18997105 -0.51743768
#> [133,] -0.075696460 0.152774558 0.003330279 -1.17460066 -1.25968575
#> [134,] -0.251793663 0.364496029 -0.413287597 -0.51818092 -0.33929815
#> [135,] -0.156407678 -0.154221575 0.211639217 -0.44358777 -1.11123614
#> [136,] 0.518631602 -0.058946913 -0.471151191 -0.90606531 -0.94794156
#> [137,] 0.628692354 0.544459279 -0.181833222 -0.11537790 1.36787241
#> [138,] -0.185757212 -1.064623900 -0.818332755 -0.18997105 0.41779488
#> [139,] -0.648012371 0.311565661 0.165348342 0.34709965 -0.88856172
#> V55 V56 V57 V58 V59
#> [1,] -0.302178203 1.533471137 1.85048841 0.07634188 0.189621452
#> [2,] 1.144345770 2.855586618 4.25571618 1.25703973 0.272194703
#> [3,] -0.128059576 -0.080539969 -0.44862638 -0.51400704 -0.636111062
#> [4,] 0.206783936 -1.076419163 -0.05954542 -0.45497215 0.470370507
#> [5,] -0.328965684 1.035531540 0.29416455 0.94710655 -0.702169663
#> [6,] -0.489690569 -0.492627912 -0.18334391 0.20917039 -0.322332706
#> [7,] -0.141453317 -0.166391624 -0.76696535 -0.64683555 -0.371876657
#> [8,] -0.516478050 0.262866649 -0.59011037 -1.11911469 -0.421420608
#> [9,] -0.275390722 0.692124922 -0.87307834 0.19441167 -1.148065220
#> [10,] 0.046059050 -1.007737839 -0.28945690 -0.30738492 -0.322332706
#> [11,] 1.251495694 -0.406776257 0.68324551 1.72931887 1.130956518
#> [12,] 1.572945465 -0.029028977 1.35529445 -0.44021342 2.006232982
#> [13,] 0.179996455 -0.921886185 -0.53705388 -0.61731810 0.552943758
#> [14,] -0.355753165 -0.664331221 0.78935850 0.78476059 -0.140671553
#> [15,] 0.354115081 -1.230952141 1.86817390 0.22392912 0.619002359
#> [16,] -0.784352860 -0.887545523 -0.90844934 1.22752229 0.503399807
#> [17,] 1.439008061 1.052701871 -0.82002185 1.19800484 0.453855856
#> [18,] -0.409328126 -0.887545523 -0.82002185 -0.61731810 -0.140671553
#> [19,] -0.864715303 -1.145100486 -1.20910281 -0.80918150 -0.355362007
#> [20,] 0.447871265 -0.406776257 -1.13836082 -0.88297512 -0.916860116
#> [21,] -0.261996981 0.795146907 0.41796304 -0.32214364 -0.768228264
#> [22,] -0.087878355 -0.526968573 0.73630201 -0.86821639 0.206136102
#> [23,] 1.278283175 1.069872202 0.41796304 0.19441167 -0.437935258
#> [24,] 0.233571417 0.280036980 -0.37788439 -0.88297512 -0.206730155
#> [25,] 0.300540119 -0.303754271 -0.30714240 -0.70587044 -0.107642253
#> [26,] 1.452401801 0.194185325 0.34722104 0.23868784 -0.949889417
#> [27,] -0.529871791 -0.080539969 0.08193857 0.38627507 -0.322332706
#> [28,] 0.072846531 0.314377642 0.02888207 1.49317930 0.503399807
#> [29,] -0.543265531 -0.252243279 1.19612497 0.78476059 -0.454449909
#> [30,] -0.757565379 -1.024908170 0.66556001 -0.30738492 -0.520508510
#> [31,] -0.663809196 -0.166391624 -0.60779587 -0.39593725 1.907145081
#> [32,] 0.260358898 -0.406776257 0.24110805 -0.42545470 -0.338847357
#> [33,] 0.488052486 2.065751395 -0.89076384 1.77359504 2.914538747
#> [34,] -0.342359424 2.065751395 2.18651287 0.34199890 -0.140671553
#> [35,] -1.186165075 -0.080539969 0.36490654 -0.36641981 0.107048201
#> [36,] -0.007515912 1.069872202 -0.05954542 -0.83869895 -0.388391308
#> [37,] 0.260358898 -0.475457581 -0.80233635 -0.21883258 -0.338847357
#> [38,] -0.261996981 -0.698671883 -0.53705388 -0.73538789 -1.164579870
#> [39,] -1.092408891 -0.544138904 -0.67853786 -1.00104490 -0.735198963
#> [40,] -0.677202936 -0.355265264 -0.80233635 -0.64683555 -0.949889417
#> [41,] -0.596840493 -0.509798242 -1.03224783 -0.55828321 0.123562851
#> [42,] 0.019271569 -0.921886185 -0.67853786 -0.75014661 -0.801257564
#> [43,] -1.052227670 -0.836034530 -0.30714240 -0.42545470 -0.900345466
#> [44,] -0.730777898 -1.007737839 -0.73159436 -0.66159427 -0.454449909
#> [45,] 0.394296303 0.468910620 -0.37788439 -0.69111172 -0.091127603
#> [46,] -0.208422019 -0.475457581 0.64787452 1.47842058 3.558610108
#> [47,] -0.355753165 0.331547973 -0.04185992 0.03206571 0.123562851
#> [48,] -0.181634538 -0.132050962 1.05464098 -0.17455641 -0.008554351
#> [49,] -1.105802632 -0.956226846 -0.30714240 -0.54352449 -0.190215504
#> [50,] -0.288784462 -0.973397177 -0.50168288 -0.80918150 -1.148065220
#> [51,] -0.570053012 -0.715842213 -0.87307834 -0.63207682 -1.197609171
#> [52,] -0.784352860 -1.265292803 -1.01456233 -0.44021342 -0.900345466
#> [53,] -1.105802632 -0.956226846 -0.89076384 -0.29262619 -0.652625712
#> [54,] -0.556659272 -0.011858646 0.01119657 -0.33690236 -0.388391308
#> [55,] -0.690596677 -0.217902617 -0.46631188 -0.36641981 -0.091127603
#> [56,] -1.025440189 0.005311685 -0.53705388 -0.77966406 -0.702169663
#> [57,] -0.797746601 1.567811799 1.09001198 -0.94201001 -0.157186204
#> [58,] 0.755927296 -0.372435595 -0.87307834 -0.73538789 0.420826556
#> [59,] -0.261996981 -0.303754271 0.08193857 -0.88297512 -0.421420608
#> [60,] 0.340721341 0.159844663 -0.25408590 -0.26310875 -0.801257564
#> [61,] 0.930045922 -0.252243279 0.04656757 0.22392912 0.519914458
#> [62,] -0.864715303 -0.355265264 0.25879355 -0.32214364 -0.173700854
#> [63,] -0.770959120 -0.458287250 3.22995728 0.34199890 -0.685655012
#> [64,] -0.637021715 -0.063369639 0.50639053 1.21276356 2.336525988
#> [65,] 0.139815233 -0.818864199 1.00158448 -0.15979769 0.486885157
#> [66,] 0.421083784 -0.956226846 -0.67853786 -0.66159427 0.585973059
#> [67,] -0.328965684 -1.076419163 -0.71390886 -1.04532107 -0.570052461
#> [68,] 0.260358898 0.125504002 0.45333403 -0.92725129 -0.834286865
#> [69,] 1.144345770 -1.110759825 0.54176153 0.71096698 1.642910676
#> [70,] 0.863077220 1.979899741 -0.76696535 4.40064775 0.784148862
#> [71,] 1.385433099 -0.063369639 -0.71390886 0.31248145 -0.503993859
#> [72,] 2.443538597 1.275916173 -0.41325539 0.62241464 0.751119561
#> [73,] 2.349782414 3.422207538 0.38259204 -0.36641981 1.147471168
#> [74,] -0.462903088 0.915339224 0.24110805 0.07634188 0.569458408
#> [75,] -0.770959120 -0.166391624 0.80704400 -0.02696918 -0.008554351
#> [76,] -0.851321563 0.365888634 0.08193857 0.41579252 1.362161621
#> [77,] -0.168240798 1.258745842 1.69131892 0.99138272 0.916266064
#> [78,] 0.461265005 0.108333671 2.52253734 3.57415926 1.246559070
#> [79,] -0.650415455 -0.080539969 -0.37788439 -0.67635299 -0.553537810
#> [80,] -0.556659272 1.499130475 1.16075397 -0.02696918 2.765906895
#> [81,] 0.930045922 -0.389605926 0.04656757 -0.35166109 0.206136102
#> [82,] -0.275390722 0.297207311 -0.36019889 -0.49924832 -0.256274105
#> [83,] 0.019271569 -0.475457581 -0.16565841 0.51910358 -0.091127603
#> [84,] -0.436115607 1.361767828 0.22342255 -0.63207682 -0.421420608
#> [85,] -0.208422019 0.571932605 0.55944702 -0.15979769 0.305224004
#> [86,] 0.608596150 0.812317238 0.71861651 0.20917039 -1.098521269
#> [87,] 1.358645618 -0.612820228 -0.16565841 0.29772273 0.074018900
#> [88,] 3.715943943 0.400229296 0.91315699 3.08712140 0.833692813
#> [89,] 0.956833403 0.554762275 2.02734339 0.91758910 -0.173700854
#> [90,] 1.278283175 2.306136028 0.89547149 1.80311249 2.171379485
#> [91,] 2.430144856 -0.784523537 0.15268056 0.63717336 0.057504250
#> [92,] 0.394296303 1.533471137 0.48870503 1.86214738 1.642910676
#> [93,] 0.621989891 -0.492627912 -0.85539285 1.22752229 -0.322332706
#> [94,] 1.238101953 1.842537093 0.61250352 0.22392912 -0.008554351
#> [95,] 3.769518905 1.653663453 1.00158448 0.35675762 4.714635627
#> [96,] 0.340721341 0.880998562 -0.97919133 0.44530996 -0.074612952
#> [97,] -0.101272095 -0.544138904 2.25725487 0.75524315 0.602487709
#> [98,] 2.497113559 0.674954591 0.29416455 1.00614144 1.296103020
#> [99,] 4.720474479 5.431136255 4.94545062 5.33044731 2.716362944
#> [100,] 0.113027752 0.743635915 -0.59011037 0.16489422 -0.140671553
#> [101,] -0.744171639 -0.836034530 0.04656757 -0.46973087 -0.949889417
#> [102,] -0.436115607 -0.217902617 -0.80233635 -0.18931513 -0.817772215
#> [103,] -0.931684005 -0.286583941 -0.66085236 0.32724018 -0.008554351
#> [104,] -1.092408891 -0.836034530 -0.97919133 -0.24835002 -0.867316165
#> [105,] -0.610234234 -0.801693868 -0.90844934 -0.58780066 -0.454449909
#> [106,] -0.744171639 -0.166391624 -0.27177140 -0.49924832 -1.263667772
#> [107,] 0.099634012 0.245696318 0.13499506 -0.86821639 -0.503993859
#> [108,] -0.985258967 0.331547973 -0.05954542 -0.27786747 -1.015948018
#> [109,] -0.489690569 -0.939056515 -0.32482789 -0.39593725 -0.850801515
#> [110,] -0.811140341 -0.235072948 -0.67853786 -0.63207682 -1.098521269
#> [111,] -0.261996981 -0.338094933 -1.04993333 -0.13028024 -0.074612952
#> [112,] -1.052227670 -1.196611479 -0.59011037 -0.80918150 -0.850801515
#> [113,] 0.220177676 0.829487569 0.09962407 1.12421122 1.345646971
#> [114,] -0.904896524 -0.904715854 -0.87307834 -0.42545470 -0.091127603
#> [115,] -1.065621410 -0.423946588 -1.04993333 -0.54352449 -0.421420608
#> [116,] -1.079015151 -0.406776257 -1.06761883 -1.07483852 0.040989600
#> [117,] -0.302178203 0.297207311 0.18805156 0.09110061 -0.636111062
#> [118,] 0.193390195 -0.733012544 -0.34251339 0.38627507 0.057504250
#> [119,] -0.489690569 -0.097710300 -0.60779587 -0.49924832 -0.520508510
#> [120,] -0.837927822 -0.269413610 0.45333403 -0.15979769 -0.421420608
#> [121,] -0.208422019 -0.698671883 -1.06761883 -0.33690236 -0.190215504
#> [122,] 0.354115081 -0.046199308 -0.34251339 -0.85345767 -0.586567111
#> [123,] 0.514839967 -0.647160890 -0.59011037 -0.72062916 -0.784742914
#> [124,] 1.010408365 -1.127930156 0.59481802 -0.63207682 -0.586567111
#> [125,] -0.181634538 -0.561309235 -0.57242487 -0.76490533 -0.388391308
#> [126,] 0.059452791 -0.612820228 -0.32482789 -0.41069598 -0.751713614
#> [127,] -0.744171639 -0.801693868 -0.23640040 0.12061805 -0.140671553
#> [128,] -0.503084310 0.245696318 -1.17373182 0.10585933 0.519914458
#> [129,] -0.891502784 0.022482016 -0.73159436 -0.48448959 -0.933374767
#> [130,] -0.663809196 -0.612820228 -0.83770735 -0.63207682 -1.082006619
#> [131,] -0.208422019 -0.612820228 -0.07723092 -0.51400704 -0.933374767
#> [132,] -1.012046448 -0.870375192 -0.37788439 -0.91249256 -0.900345466
#> [133,] -0.476296829 -1.059248832 -0.89076384 -0.91249256 -0.850801515
#> [134,] -0.757565379 -0.887545523 -0.83770735 -0.97152746 -0.718684313
#> [135,] -0.770959120 -0.114880631 -0.62548137 -1.03056235 -1.048977318
#> [136,] -0.690596677 0.348718303 -0.37788439 -0.41069598 -0.223244805
#> [137,] -0.824534082 0.400229296 -0.18334391 0.53386230 1.890630430
#> [138,] -0.422721867 -0.252243279 -0.73159436 -0.69111172 -0.272788756
#> [139,] -0.744171639 -0.286583941 -0.62548137 -0.63207682 -0.289303406
#> V6 V60 V7 V8 V9
#> [1,] -0.04921973 -0.7026863497 0.53321364 0.255562722 1.035053565
#> [2,] 2.34800613 0.3385596572 2.00178383 2.759310407 3.063273850
#> [3,] -1.19410812 1.2213551848 -0.19283956 -0.119422531 -1.011093938
#> [4,] -0.67353589 0.7007321814 -0.01009147 1.254754194 1.405821034
#> [5,] 1.29204111 0.9044542262 -0.79706070 0.024802566 0.198993295
#> [6,] -0.78098496 -0.9290441773 -0.76084036 -1.478599846 -0.941014812
#> [7,] -0.63277934 -0.5216000876 -0.26198748 -0.787473180 -0.714479963
#> [8,] -1.34972401 -0.6121432186 -1.34859771 -1.277838510 -1.235184166
#> [9,] -1.68689179 -0.4310569566 -1.70092285 -0.923621672 -0.584100194
#> [10,] -0.86435062 -0.7026863497 -1.13127567 -0.486331178 -0.676180906
#> [11,] -1.21819153 -0.0236128669 -1.12633653 -1.195918655 -0.641141343
#> [12,] 2.37394211 0.2253807434 1.58195715 0.754004657 -0.309487805
#> [13,] -0.37712465 0.2706523090 -1.06542050 -1.338989952 -0.653364446
#> [14,] -0.47345830 0.5649174848 -0.31137886 -0.278647038 -0.851378720
#> [15,] 2.86487322 -0.0009770841 2.85131546 3.150448870 2.562126612
#> [16,] -0.44752232 0.3611954400 -0.73120554 -0.287877444 0.419009156
#> [17,] 0.11936416 1.6061634917 1.88983005 1.160142530 -1.437272808
#> [18,] 0.08416533 -0.4989643048 -0.31631799 -1.083999980 -0.739741043
#> [19,] -1.59611585 -0.4310569566 -1.10987274 -1.349374159 -1.086877179
#> [20,] 1.33650279 -0.0236128669 0.76370672 -0.300569253 -0.773965732
#> [21,] -0.90140202 -0.9969515255 -0.86785500 -0.861316430 -0.989907225
#> [22,] -1.50348734 -0.1141559979 -1.48360080 -0.840548016 0.046611940
#> [23,] -0.41417606 0.2706523090 0.37022210 0.082492605 -0.040579531
#> [24,] -0.92548544 -0.9064083945 -0.52376176 -0.769012368 -1.034725271
#> [25,] -0.48272115 -0.4084211738 -1.31896289 -1.292837921 -0.934495823
#> [26,] -0.81803636 -0.2273349117 -0.34759920 -0.820933403 -0.935310697
#> [27,] -0.61981135 0.9497257917 0.73901103 0.127490835 -0.704701480
#> [28,] 0.77702659 0.1574733952 0.21216971 0.763235063 -0.218221966
#> [29,] -0.05848258 -0.4989643048 -0.61266624 -0.239417812 -0.879899295
#> [30,] -0.96438941 0.1801091779 -1.94623334 -1.132459613 -0.853823341
#> [31,] -0.69576673 0.9497257917 -1.30579185 -0.287877444 0.058835043
#> [32,] -1.02737680 -0.8611368290 -1.22676565 -1.525905677 -1.152067063
#> [33,] 0.57509644 2.6474094987 0.64681380 0.883230344 -0.808190422
#> [34,] 1.49026612 -0.1820633462 -0.06112923 -0.410180326 -1.023317041
#> [35,] -0.51791999 -0.0688844324 -0.61595900 -0.402103721 -0.689218882
#> [36,] -0.59758051 1.3345340986 -0.51717625 0.085954007 -0.895381893
#> [37,] -0.61240107 -0.7479579152 -0.36570937 -0.764397165 -1.029021156
#> [38,] -1.49051935 -1.0195873083 -0.53364004 -0.627094872 -0.410532126
#> [39,] -1.15149900 -0.6800505669 -0.58961693 -0.535944611 -0.725073319
#> [40,] -0.19742534 -0.8158652635 -0.53693280 -0.835932813 -0.175033668
#> [41,] -0.58646509 -0.1141559979 -0.56327486 -0.880931043 -0.478166631
#> [42,] -0.15481623 -0.7479579152 -0.30314696 -0.572866236 -0.197850127
#> [43,] -0.44752232 -0.7479579152 -1.17902066 -0.546328818 -0.496908723
#> [44,] -0.73096556 -0.7253221324 -1.28932806 -0.494407783 -0.817154031
#> [45,] -0.38268236 -0.0009770841 -0.84645207 -0.740167349 -1.403048119
#> [46,] -1.22560181 -0.0009770841 -1.40457460 -0.974388906 -1.288150947
#> [47,] -1.06442820 0.7233679641 -1.43914856 -0.691707716 -0.810635043
#> [48,] 0.61029527 0.1122018296 -0.08911767 -0.826702407 -1.372082924
#> [49,] -1.41456397 -1.1554020049 -0.53199366 -0.469024166 -0.813894537
#> [50,] -0.42158634 -1.0422230911 -0.50894435 -0.544021217 -0.560468860
#> [51,] -1.34972401 -0.6347790014 -1.13292204 -0.928236875 -0.639511595
#> [52,] 0.34167259 -1.0648588738 0.04588542 -0.407872725 -0.488759987
#> [53,] -1.62390440 -0.3405138255 -0.91560000 -0.490946381 -0.857897709
#> [54,] -0.27708586 -0.5442358704 -0.34759920 -0.825548606 -0.731592307
#> [55,] 0.95672590 -0.2046991290 -0.10064233 -0.890161449 -0.425199850
#> [56,] -0.50124686 -0.8837726118 0.27143936 -0.323645268 -0.370603321
#> [57,] -0.38638750 -0.2726064773 -0.13027715 -0.174804968 -0.492019482
#> [58,] 0.81407799 2.2626011918 1.63958042 -0.220956999 -0.887233157
#> [59,] -0.00661061 -0.9969515255 0.67809500 0.797849087 0.698510786
#> [60,] 0.01191509 0.3385596572 -0.26528024 -0.357105491 0.377450604
#> [61,] 0.54360274 0.1122018296 1.47658888 1.025147840 0.939713359
#> [62,] -0.97179969 -0.8837726118 0.34388004 0.683622810 0.027869848
#> [63,] -0.88658146 -0.5895074359 1.52268750 1.996648094 0.813407958
#> [64,] -0.07330314 2.4889590194 1.00078531 0.421710033 -0.324970402
#> [65,] -0.33081040 0.6101890503 -0.88596517 0.718236833 0.845188026
#> [66,] 2.91674518 0.3159238745 1.79269368 0.793233884 1.285219747
#> [67,] -0.57720224 0.3159238745 0.07881300 -0.345567483 -0.257335897
#> [68,] 0.39169199 -1.1101304393 1.20493633 0.324790768 -0.383641298
#> [69,] 1.44209930 3.8018344194 1.05017669 -1.528213279 0.073502767
#> [70,] 0.31017890 2.1041507124 1.20658270 0.262485526 0.975567796
#> [71,] -1.00144081 -0.9969515255 -0.26198748 0.009803156 -1.011093938
#> [72,] -0.80692094 -0.1820633462 -0.90572172 -0.825548606 -0.308672931
#> [73,] -0.16407908 0.6554606159 -0.74766933 -0.331721874 -0.881529042
#> [74,] 0.94746305 -0.3178780428 0.53979916 -1.140536218 -1.001315455
#> [75,] -0.42529148 0.0669302641 0.33235538 -0.234802608 -1.129250604
#> [76,] -1.10147961 1.5835277090 -0.81023173 -0.636325279 -1.095840788
#> [77,] 2.28687131 -0.1594275635 -0.98474792 1.047070054 -0.724258445
#> [78,] 0.89003337 -0.2273349117 0.44760192 -0.702091923 -0.544171389
#> [79,] 1.22349601 0.3611954400 -0.10064233 -0.324799069 -0.382011551
#> [80,] 0.37501885 3.0548535883 1.29548718 0.157489656 -0.831821755
#> [81,] 1.44950958 0.0895660469 1.14237392 0.360558592 0.025425227
#> [82,] 0.91411678 -0.5442358704 0.92340549 -0.441332947 -0.334748885
#> [83,] 1.67367057 -0.6800505669 0.22040160 0.269408331 -0.110658657
#> [84,] -0.16963679 -0.7479579152 0.25168281 -0.347875085 -0.233704564
#> [85,] 0.93078992 0.0895660469 1.51280922 1.423209108 0.809333590
#> [86,] 1.18273947 -0.6121432186 0.62870363 0.849770122 1.186620047
#> [87,] 1.46062500 1.3798056642 1.15389857 0.595933951 0.913637405
#> [88,] 1.23646400 -0.9064083945 2.96491562 2.400478365 1.202102645
#> [89,] 0.47135250 0.5196459193 1.97873452 1.478591545 2.043052156
#> [90,] 0.36019829 -0.4989643048 -0.44638195 3.280828358 3.182245389
#> [91,] 0.20828753 1.8098855366 3.46870763 3.704273243 3.004602954
#> [92,] 1.33094508 2.8058599780 1.20658270 3.325826588 4.065568326
#> [93,] -1.36269201 -0.9516799600 -1.06377412 0.781695876 1.669025193
#> [94,] 0.06563963 1.1081762710 0.20229143 -0.848624622 -0.258150771
#> [95,] 0.01747280 3.2812114159 -1.11316549 -1.085153781 0.368486995
#> [96,] 2.62774423 0.3385596572 0.92505187 0.736697645 0.629246534
#> [97,] -0.71058729 -1.0874946566 -1.78653456 -0.653632290 -0.063395990
#> [98,] 1.45877243 1.4929845780 -0.17637577 1.632047048 -0.351046356
#> [99,] 0.45282680 0.7912753124 0.95797946 -0.450563354 0.506200626
#> [100,] -1.27562121 0.8139110952 -0.48918780 -0.357105491 -0.232889690
#> [101,] -0.45678517 -1.1780377876 0.39985693 0.058262789 0.044982193
#> [102,] -0.98476768 -0.2273349117 -0.77895053 -1.207456663 -0.382826425
#> [103,] 0.93078992 -1.2912167014 0.75547482 0.154028253 -0.094361185
#> [104,] 0.47135250 -0.2499706945 0.59577605 0.631701775 0.425528144
#> [105,] 1.01971329 -1.0874946566 0.49863968 -0.200188585 -0.140808978
#> [106,] 0.49173078 -0.7705936980 0.75547482 -0.007503855 0.882672210
#> [107,] -0.33266297 -0.6121432186 0.02777525 -0.094038914 0.200623042
#> [108,] 0.01191509 -0.6121432186 0.64352104 0.853231524 0.995939635
#> [109,] 0.20087725 -0.9516799600 0.07058110 0.389403612 1.006532991
#> [110,] -0.27338072 -0.5895074359 -0.05454371 -0.439025346 0.111801825
#> [111,] -0.30302184 -0.5668716531 -0.66370399 0.523244502 0.317149961
#> [112,] -0.49754172 -0.4989643048 -0.68346054 -1.065539168 -1.198514856
#> [113,] -0.37897722 0.4970101366 1.44036854 2.406247369 2.800884564
#> [114,] -0.23262418 -0.9290441773 -1.01932188 -0.355951690 1.088835220
#> [115,] 0.86965510 0.2480165262 1.38109889 0.260177925 0.564871523
#> [116,] -0.02698888 -0.4536927393 0.18253488 -0.302876854 0.933194371
#> [117,] 0.45838451 -0.2726064773 -0.32948903 0.621317568 1.241216575
#> [118,] -1.05516535 -0.6121432186 -0.87444052 -0.549790220 -0.081323209
#> [119,] -0.71058729 -0.2046991290 -0.77071863 -0.924775473 -0.392604908
#> [120,] 0.74738547 0.5422817021 -0.42662540 -0.666324099 -0.179922909
#> [121,] 1.50879182 -0.2046991290 -0.17966853 0.372096600 0.786517130
#> [122,] -0.07330314 -1.0422230911 -0.41839350 -0.065193894 0.507830374
#> [123,] 0.04896650 -0.6800505669 -0.32784265 0.016725961 0.613763936
#> [124,] -0.14925852 -1.0195873083 -0.42827177 0.877461340 0.576279752
#> [125,] 2.02010120 -0.1367917807 1.72519213 1.320520838 1.431082114
#> [126,] 0.02673565 -0.1141559979 0.11832610 0.542859115 0.658581982
#> [127,] 1.04935441 -0.4763285221 0.36692935 0.025956367 0.985346278
#> [128,] -0.61795878 -0.2499706945 -0.40357609 0.107876222 0.264998053
#> [129,] 0.76405860 -0.9516799600 0.40808883 -0.185189175 -0.115547898
#> [130,] -0.25670759 -1.0648588738 -0.31961075 -0.608634060 -0.572691964
#> [131,] -0.96624198 -1.1101304393 -0.26692662 0.358250991 0.216920513
#> [132,] -0.41788120 -0.7705936980 -0.91066086 -0.313261061 -0.050358013
#> [133,] -1.40900626 -0.8158652635 -0.42333264 -0.448255752 -0.342082747
#> [134,] -0.45678517 -0.0688844324 -0.55010383 -0.272878034 -0.199479874
#> [135,] 0.60844270 0.4970101366 0.67644862 0.602856755 0.628431660
#> [136,] 0.16753099 0.9044542262 0.22040160 1.104760093 1.038313059
#> [137,] 1.14383549 2.1267864952 1.33829304 0.362866194 0.398637317
#> [138,] -0.10109169 0.0895660469 -0.37064851 -0.417103131 -0.659068561
#> [139,] -1.24968522 1.1760836193 -0.92218552 0.023648766 0.003423641
#> attr(,"center")
#> [1] 0.027808633 0.216757554 0.236613669 0.244748201 0.269227338 0.289866906
#> [7] 0.312741727 0.376625180 0.411600719 0.450115827 0.505649640 0.036583453
#> [13] 0.568002158 0.618713669 0.639454676 0.664343885 0.690445324 0.687966906
#> [19] 0.701085612 0.705841007 0.697400000 0.640830216 0.042891367 0.577218705
#> [25] 0.501745324 0.440536691 0.416178417 0.397952518 0.389210072 0.384417986
#> [31] 0.362118705 0.337897842 0.320971223 0.052340288 0.310316547 0.289764748
#> [37] 0.278923022 0.247722302 0.220474101 0.204382734 0.155910072 0.116811511
#> [43] 0.088344604 0.051305036 0.073175540 0.020431655 0.015156835 0.013171223
#> [49] 0.010573381 0.010685612 0.009456115 0.007769065 0.007536691 0.007882734
#> [55] 0.007851799 0.101256835 0.006304317 0.121512950 0.137950360 0.183879856
#> attr(,"scale")
#> [1] 0.022485552 0.143697376 0.141568076 0.144070815 0.135801330 0.156082447
#> [7] 0.195815959 0.220326311 0.255269618 0.256743877 0.260607499 0.033596166
#> [13] 0.265677839 0.252796902 0.257021100 0.248960204 0.232354988 0.234779646
#> [19] 0.232993084 0.244213053 0.235742464 0.244438082 0.039008694 0.223653561
#> [25] 0.217555168 0.218190102 0.204427009 0.221136208 0.248476574 0.250027355
#> [31] 0.235477934 0.210011647 0.208293097 0.048725654 0.182485929 0.176926766
#> [37] 0.172209347 0.141100862 0.139220582 0.157048767 0.129543766 0.078954318
#> [43] 0.057891151 0.035365820 0.056749729 0.013628837 0.009446373 0.008641012
#> [49] 0.006703028 0.006736292 0.007466174 0.005824000 0.005654350 0.006775654
#> [55] 0.006055230 0.053979061 0.004417784 0.060739351 0.086670075 0.122718426
#> attr(,"nonsingular")
#> [1] 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
#> [26] 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50
#> [51] 51 52 53 54 55 56 57 58 59 60
#>
#> attr(,"class")
#> [1] "ncvreg"
#>
#> $min
#> [1] 20
#>
#> $lambda.min
#> [1] 0.06339677
#>
#> $null.dev
#> [1] 1.385829
#>
#> $Bias
#> [1] 0.1496307
#>
#> $pe
#> [1] 0.4604317 0.3165468 0.2517986 0.2446043 0.2517986 0.2517986 0.2589928
#> [8] 0.2589928 0.2589928 0.2733813 0.2877698 0.2733813 0.2589928 0.2517986
#> [15] 0.2517986 0.2589928 0.2517986 0.2661871 0.2517986 0.2446043 0.2374101
#> [22] 0.2374101 0.2302158 0.2517986 0.2517986 0.2374101 0.2446043 0.2589928
#> [29] 0.2589928 0.2805755 0.2733813 0.2805755 0.2877698 0.3093525 0.2589928
#> [36] 0.2805755
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2173913