Cross-Validated MCP- or SCAD-penalized Classification Learner
Source:R/learner_ncvreg_classif_cv_ncvreg.R
mlr_learners_classif.cv_ncvreg.RdMCP- or SCAD-penalized binary classification model with k-fold cross validation
for choosing the regularization parameter lambda.
Calls ncvreg::cv.ncvreg() from package ncvreg with family set to
"binomial".
Covariates are internally standardized by ncvreg prior to model fitting.
Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “integer”, “numeric”
Required Packages: mlr3, mlr3extralearners, ncvreg
Parameters
| Id | Type | Default | Levels | Range |
| penalty | character | MCP | MCP, SCAD, lasso | - |
| gamma | numeric | - | \([0, \infty)\) | |
| alpha | numeric | 1 | \([0, 1]\) | |
| lambda.min | numeric | - | \([0, \infty)\) | |
| nlambda | integer | 100 | \([1, \infty)\) | |
| lambda | untyped | - | - | |
| eps | numeric | 1e-04 | \((-\infty, \infty)\) | |
| max.iter | integer | 10000 | \([1, \infty)\) | |
| convex | logical | TRUE | TRUE, FALSE | - |
| dfmax | integer | - | \([0, \infty)\) | |
| penalty.factor | untyped | - | - | |
| warn | logical | TRUE | TRUE, FALSE | - |
| returnX | logical | TRUE | TRUE, FALSE | - |
| cluster | untyped | - | - | |
| nfolds | integer | 10 | \((-\infty, \infty)\) | |
| fold | untyped | - | - | |
| returnY | logical | FALSE | TRUE, FALSE | - |
| trace | logical | FALSE | TRUE, FALSE | - |
| pred_lambda | numeric | - | \((-\infty, \infty)\) |
References
Breheny P, Huang J (2011). “Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection.” Annals of Applied Statistics, 5(1), 232–253. ISSN 1932-6157, doi:10.1214/10-AOAS388 .
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/chapters/chapter2/data_and_basic_modeling.html#sec-learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNCVreg
Methods
Inherited methods
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', predict_raw = 'FALSE'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.3612696 1.3288711 1.2888098 1.2551852 1.2268486 1.2028683 1.1825189
#> [8] 1.1661541 1.1568548 1.1517853 1.1475513 1.1427836 1.1316457 1.1082633
#> [15] 1.0684054 1.0230043 0.9907321 0.9660433 0.9492481 0.9395363 0.9330115
#> [22] 0.8942905 0.8736951 0.8670997 0.8643100 0.8597751 0.8545607 0.8583908
#> [29] 0.8876005 0.9198037 0.9590474 1.0058823 1.1305219 1.3225686 1.4927548
#> [36] 1.9617478 2.2983533
#>
#> $cvse
#> [1] 0.02332447 0.02403569 0.02599754 0.02895571 0.03239567 0.03604536
#> [7] 0.03977038 0.04352794 0.04737063 0.05134465 0.05536530 0.05915734
#> [13] 0.06253443 0.06475478 0.06468111 0.06553025 0.06844504 0.07200637
#> [19] 0.07702964 0.08401836 0.09216286 0.09639016 0.09980583 0.10435632
#> [25] 0.10984352 0.11310752 0.11721206 0.12387565 0.14054878 0.15539060
#> [31] 0.17113218 0.18675350 0.21187470 0.24497254 0.29272029 0.37515549
#> [37] 0.44765270
#>
#> $fold
#> [1] 8 5 2 8 10 9 9 4 10 2 1 1 9 10 3 3 1 8 4 5 6 6 3 10 7
#> [26] 6 1 4 5 1 2 3 7 9 9 8 2 1 7 3 5 4 2 10 4 5 3 9 7 8
#> [51] 7 6 5 4 6 7 10 8 6 2 6 5 10 2 6 7 9 6 8 5 4 3 10 5 1
#> [76] 9 10 1 3 4 8 6 3 3 5 9 4 1 5 2 7 3 6 4 8 2 9 7 9 8
#> [101] 7 7 1 2 7 2 3 6 6 8 1 2 8 9 1 2 9 1 7 1 6 7 3 10 8
#> [126] 10 3 9 8 2 5 5 4 10 4 5 4 4 10
#>
#> $lambda
#> [1] 0.25532676 0.23811859 0.22207019 0.20710341 0.19314533 0.18012798
#> [7] 0.16798796 0.15666613 0.14610736 0.13626021 0.12707673 0.11851218
#> [13] 0.11052486 0.10307585 0.09612889 0.08965012 0.08360800 0.07797310
#> [19] 0.07271798 0.06781703 0.06324639 0.05898379 0.05500848 0.05130109
#> [25] 0.04784357 0.04461908 0.04161190 0.03880740 0.03619191 0.03375269
#> [31] 0.03147788 0.02935637 0.02737785 0.02553268 0.02381186 0.02220702
#> [37] 0.02071034
#>
#> $fit
#> $beta
#> 0.2553 0.2381 0.2221 0.2071 0.1931 0.1801
#> (Intercept) 0.2751033 0.08270405 -0.09660471 -0.2644241 -0.4224576 -0.5723762
#> V1 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V11 0.0000000 0.81523060 1.58265637 2.3088423 3.0005202 3.6638902
#> V12 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V22 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V23 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V32 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V36 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V37 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V45 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V46 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V49 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V5 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.00000000 0.00000000 0.0000000 0.0000000 0.0000000
#> 0.1680 0.1567 0.1461 0.1363 0.1271 0.1185
#> (Intercept) -0.7154424 -0.8527519 -0.984819 -1.112202 -1.2554376 -1.4355828
#> V1 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V10 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V11 4.3035675 4.9232614 5.524697 6.109476 6.6589647 7.1562604
#> V12 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V15 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V16 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V17 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V2 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V20 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V21 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V22 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V23 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V24 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V25 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V28 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V29 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V31 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V32 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V36 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V37 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V4 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V40 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V45 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V46 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V47 0.0000000 0.0000000 0.000000 0.000000 0.2084633 0.8336053
#> V48 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V49 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V5 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V50 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V52 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V53 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V58 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V59 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V6 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V7 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V8 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> 0.1105 0.1031 0.0961 0.0897 0.0836 0.0780
#> (Intercept) -1.5162590 -1.47964568 -1.561035 -1.661369 -1.780462 -1.9723751
#> V1 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V10 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V11 7.3397191 7.10030343 7.200103 7.376906 7.619754 7.8165308
#> V12 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V13 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V14 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V15 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V16 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V17 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V18 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V19 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V2 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V20 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.1103585
#> V21 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V22 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V23 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V24 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V25 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V26 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V27 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V28 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V29 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V3 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V30 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V31 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V32 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V33 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V34 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V35 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V36 -0.2467567 -0.91512369 -1.359108 -1.789199 -2.211693 -2.6427866
#> V37 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V38 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V39 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V4 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V40 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V41 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V42 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V43 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V44 0.6326599 2.42643808 3.401213 4.358528 5.314317 6.3593215
#> V45 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V46 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V47 0.8669941 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V48 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V49 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V5 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V50 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V51 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V52 0.0000000 0.08935973 2.491064 5.059898 7.892487 11.3777982
#> V53 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V54 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V55 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V56 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V57 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V58 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V59 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V6 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V60 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V7 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V8 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> V9 0.0000000 0.00000000 0.000000 0.000000 0.000000 0.0000000
#> 0.0727 0.0678 0.0632 0.0590 0.0550 0.0513
#> (Intercept) -2.2327136 -2.5204267 -2.8368786 -3.1991842 -3.611135 -4.040446
#> V1 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V10 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V11 8.0020186 8.2710744 8.6044398 9.0371310 9.566181 10.123732
#> V12 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V13 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V14 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V15 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V16 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V17 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V18 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V19 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V2 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V20 0.3106911 0.5073724 0.6796719 0.8372697 1.012258 1.203827
#> V21 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V22 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V23 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V24 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V25 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V26 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V27 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V28 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V29 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V3 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V30 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V31 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V32 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V33 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V34 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V35 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V36 -3.0955327 -3.5790406 -4.1205901 -4.7420942 -5.244581 -5.548901
#> V37 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V38 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V39 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V4 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V40 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V41 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V42 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V43 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V44 7.5047892 8.7268532 10.0948468 11.6731285 13.109961 14.217775
#> V45 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V46 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V47 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V48 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V49 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V5 0.0000000 0.0000000 0.3067144 0.8170799 1.084887 1.082748
#> V50 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V51 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V52 15.6321848 20.5601990 25.5514437 31.2280936 38.560439 46.807953
#> V53 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V54 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V55 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V56 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V57 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V58 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V59 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V6 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V60 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V7 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V8 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V9 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> 0.0478 0.0446 0.0416 0.0388 0.0362 0.0338
#> (Intercept) -4.473781 -4.8297888 -5.227599 -5.663421 -6.143768 -6.733504
#> V1 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V10 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V11 10.731144 11.3963222 12.187971 13.055457 13.995805 15.094047
#> V12 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V16 0.000000 -0.4422596 -1.136531 -1.795560 -2.434258 -3.014781
#> V17 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V20 1.404999 1.8710468 2.496029 3.118431 3.757986 4.492163
#> V21 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V22 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V23 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V24 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V29 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V3 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V30 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V31 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V32 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V36 -5.837738 -5.9641902 -6.124335 -6.333277 -6.586886 -6.879258
#> V37 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V40 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V41 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V44 15.235608 15.3689134 15.439015 15.650924 15.981336 16.523774
#> V45 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V46 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.4521149 1.244466 1.995870 2.759659 4.043240
#> V49 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V5 0.987696 1.3188485 2.053376 2.754293 3.402857 3.385981
#> V50 0.000000 0.0000000 0.000000 0.000000 0.000000 -3.281836
#> V51 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V52 55.579320 62.0630192 67.778506 74.040021 80.884217 90.929000
#> V53 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V55 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V56 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V57 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V58 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V59 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V6 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V7 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V8 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> V9 0.000000 0.0000000 0.000000 0.000000 0.000000 0.000000
#> 0.0315 0.0294 0.0274 0.0255 0.0238
#> (Intercept) -7.282061 -7.560192 -7.795847 -8.11362612 -7.8369395
#> V1 0.000000 0.000000 0.000000 0.00000000 6.5222293
#> V10 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V11 16.174747 16.571271 16.928500 17.26960913 16.9502849
#> V12 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V13 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V14 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V15 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V16 -3.255699 -3.531707 -3.845398 -4.13559845 -4.5791803
#> V17 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V18 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V19 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V2 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V20 5.075666 5.474616 5.833865 6.22028041 6.2976173
#> V21 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V22 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V23 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V24 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V25 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V26 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V27 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V28 0.000000 0.000000 0.000000 0.10366729 0.0000000
#> V29 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V3 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V30 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V31 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V32 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V33 0.000000 0.000000 0.000000 -0.08357923 -0.5672337
#> V34 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V35 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V36 -7.069785 -7.176034 -7.284636 -7.37248961 -7.5037811
#> V37 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V38 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V39 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V4 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V40 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V41 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V42 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V43 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V44 17.295952 17.636937 17.900315 18.12500366 18.5845993
#> V45 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V46 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V47 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V48 6.441723 8.286814 9.909391 11.55690059 12.2416486
#> V49 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V5 1.968939 1.879662 2.208195 2.57358936 3.1757472
#> V50 -17.411540 -26.664187 -34.277834 -41.04953456 -49.5555530
#> V51 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V52 105.438143 111.849939 116.236715 120.78711921 122.2405861
#> V53 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V54 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V55 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V56 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V57 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V58 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V59 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V6 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V60 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V7 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V8 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> V9 0.000000 0.000000 0.000000 0.00000000 0.0000000
#> 0.0222 0.0207 0.0193 0.0180 0.0168
#> (Intercept) -7.8668813 -16.166155 -16.245255 -26.602963 -364.33428
#> V1 12.1002641 0.000000 0.000000 0.000000 0.00000
#> V10 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V11 16.7734742 21.837861 22.211627 35.551995 534.11357
#> V12 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V13 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V14 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V15 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V16 -4.8439426 -5.926530 -6.163836 -13.010510 -256.15822
#> V17 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V18 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V19 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V2 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V20 6.4799431 11.512582 11.498946 12.055478 99.50881
#> V21 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V22 0.0000000 0.000000 0.000000 11.738328 332.98376
#> V23 0.0000000 0.000000 0.000000 0.000000 -95.18578
#> V24 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V25 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V26 0.0000000 0.000000 0.000000 -6.675153 -122.80060
#> V27 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V28 0.0000000 3.966331 4.051236 8.601038 100.43225
#> V29 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V3 0.0000000 -6.933396 -13.568565 -36.931740 -254.32993
#> V30 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V31 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V32 0.0000000 0.000000 -0.303225 0.000000 0.00000
#> V33 -0.9185872 0.000000 0.000000 0.000000 0.00000
#> V34 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V35 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V36 -7.6351997 -9.395549 -9.287435 -12.924113 -202.15435
#> V37 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V38 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V39 0.0000000 0.000000 0.422772 6.280236 110.66463
#> V4 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V40 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V41 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V42 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V43 0.0000000 0.000000 0.000000 0.000000 353.21142
#> V44 19.0841593 22.242052 21.784925 26.885746 122.84419
#> V45 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V46 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V47 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V48 13.6604728 30.520218 32.456331 69.290114 1008.01686
#> V49 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V5 3.3907936 0.000000 1.930153 0.000000 0.00000
#> V50 -59.3561526 -99.309811 -106.017923 -252.425122 -3819.51062
#> V51 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V52 126.7532373 190.587081 192.430752 311.777475 5267.33226
#> V53 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V54 0.3164444 162.003113 176.159352 319.688787 3933.68333
#> V55 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V56 0.0000000 -150.054680 -155.982178 -221.360172 -2712.34906
#> V57 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V58 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V59 0.0000000 84.089202 92.722521 254.145046 5773.23063
#> V6 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V60 0.0000000 0.000000 0.000000 0.000000 -4879.41868
#> V7 0.0000000 0.000000 0.000000 -4.049997 0.00000
#> V8 0.0000000 0.000000 0.000000 0.000000 0.00000
#> V9 0.0000000 0.000000 0.000000 0.000000 0.00000
#>
#> $iter
#> [1] 0 4 3 3 4 4 4 5 5 5 9 6 43 16 9
#> [16] 9 8 15 8 8 14 8 8 9 10 19 11 12 12 32
#> [31] 21 16 13 30 42 24 227 63 181 9080
#>
#> $lambda
#> [1] 0.25532676 0.23811859 0.22207019 0.20710341 0.19314533 0.18012798
#> [7] 0.16798796 0.15666613 0.14610736 0.13626021 0.12707673 0.11851218
#> [13] 0.11052486 0.10307585 0.09612889 0.08965012 0.08360800 0.07797310
#> [19] 0.07271798 0.06781703 0.06324639 0.05898379 0.05500848 0.05130109
#> [25] 0.04784357 0.04461908 0.04161190 0.03880740 0.03619191 0.03375269
#> [31] 0.03147788 0.02935637 0.02737785 0.02553268 0.02381186 0.02220702
#> [37] 0.02071034 0.01931453 0.01801280 0.01679880
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 22
#>
#> $loss
#> [1] 190.089645 91.485227 88.473839 85.918264 83.723178 81.836406
#> [7] 80.203457 78.791816 77.562322 76.495142 75.294919 73.728169
#> [13] 71.201169 67.084916 64.030805 61.383760 59.074451 56.719319
#> [19] 54.375004 52.282403 50.391341 48.702575 47.386127 46.393117
#> [25] 45.579875 43.790295 41.674698 40.066199 38.864440 37.800650
#> [31] 36.592365 35.820183 35.237838 34.652151 33.655461 32.893617
#> [37] 28.920448 27.855838 21.393914 5.524434
#>
#> $linear.predictors
#> 0.2553 0.2381 0.2221 0.2071 0.1931 0.1801
#> 1 0.2751033 0.2138746 0.158044696 0.107068604 0.06032605 0.0171436976
#> 2 0.2751033 0.1545259 0.042827313 -0.061015119 -0.15811181 -0.2495875105
#> 3 0.2751033 0.4211878 0.560514210 0.694207212 0.82335833 0.9488709807
#> 4 0.2751033 0.3262949 0.376293009 0.425457963 0.47409778 0.5223941590
#> 5 0.2751033 0.2283042 0.186057714 0.147935113 0.11343526 0.0819945545
#> 6 0.2751033 0.1480040 0.030166062 -0.079485858 -0.18211597 -0.2788986322
#> 7 0.2751033 0.1228134 -0.018738020 -0.150829086 -0.27483205 -0.3921128400
#> 8 0.2751033 0.1721348 0.077012690 -0.011144124 -0.09330058 -0.1704474817
#> 9 0.2751033 0.2164019 0.162950931 0.114226015 0.06962767 0.0285017573
#> 10 0.2751033 0.2845551 0.295261003 0.307245235 0.32047115 0.3348029797
#> 11 0.2751033 0.2724897 0.271837689 0.273074368 0.27606345 0.2805774045
#> 12 0.2751033 0.1835481 0.099169880 0.021179669 -0.05129330 -0.1191530186
#> 13 0.2751033 0.2014016 0.133830054 0.071743316 0.01441810 -0.0389138228
#> 14 0.2751033 0.1430311 0.020511858 -0.093569796 -0.20041915 -0.3012483626
#> 15 0.2751033 0.1164546 -0.031082739 -0.168838056 -0.29823610 -0.4206911837
#> 16 0.2751033 0.1512649 0.036496687 -0.070250488 -0.17011389 -0.2642430713
#> 17 0.2751033 0.2196628 0.169281557 0.123461384 0.08162975 0.0431573182
#> 18 0.2751033 0.3579259 0.437700076 0.515041046 0.59051797 0.6645530996
#> 19 0.2751033 0.2952347 0.315993802 0.337491070 0.35977797 0.3827999416
#> 20 0.2751033 0.2403696 0.209481028 0.182105980 0.15784296 0.1362201298
#> 21 0.2751033 0.1731131 0.078911878 -0.008373513 -0.08969995 -0.1660508134
#> 22 0.2751033 0.2267553 0.183050667 0.143548313 0.10773427 0.0750331631
#> 23 0.2751033 0.2724082 0.271679423 0.272843484 0.27576340 0.2802110154
#> 24 0.2751033 0.1889286 0.109615412 0.036418028 -0.03148986 -0.0949713431
#> 25 0.2751033 0.2029506 0.136837101 0.076130116 0.02011908 -0.0319524314
#> 26 0.2751033 0.1766186 0.085717300 0.001554509 -0.07679772 -0.1502960855
#> 27 0.2751033 0.1535476 0.040928125 -0.063785730 -0.16171244 -0.2539841787
#> 28 0.2751033 0.2831693 0.292570487 0.303320203 0.31537027 0.3285743663
#> 29 0.2751033 0.2574080 0.242558546 0.230360785 0.22055383 0.2127954354
#> 30 0.2751033 0.1705859 0.074005643 -0.015530925 -0.09900157 -0.1774088731
#> 31 0.2751033 0.1438463 0.022094515 -0.091260954 -0.19741863 -0.2975844723
#> 32 0.2751033 0.1899069 0.111514599 0.039188639 -0.02788924 -0.0905746749
#> 33 0.2751033 0.2005049 0.132089132 0.069203589 0.01111752 -0.0429441020
#> 34 0.2751033 0.2384946 0.205840919 0.176795643 0.15094176 0.1277931823
#> 35 0.2751033 0.2102061 0.150922743 0.096678813 0.04682371 0.0006561916
#> 36 0.2751033 0.2002603 0.131614335 0.068510937 0.01021737 -0.0440432691
#> 37 0.2751033 0.2075974 0.145858242 0.089290518 0.03722205 -0.0110682571
#> 38 0.2751033 0.2111844 0.152821930 0.099449424 0.05042434 0.0050528599
#> 39 0.2751033 0.1458844 0.026051155 -0.085488848 -0.18991733 -0.2884247468
#> 40 0.2751033 0.1624336 0.058179080 -0.038619348 -0.12900677 -0.2140477753
#> 41 0.2751033 0.1062642 -0.050865944 -0.197698586 -0.33574261 -0.4664898115
#> 42 0.2751033 0.1255852 -0.013356988 -0.142979022 -0.26463028 -0.3796556133
#> 43 0.2751033 0.1807763 0.093788848 0.013329605 -0.06149506 -0.1316102453
#> 44 0.2751033 0.1590912 0.051690189 -0.048085602 -0.14130890 -0.2290697252
#> 45 0.2751033 0.1590912 0.051690189 -0.048085602 -0.14130890 -0.2290697252
#> 46 0.2751033 0.1693631 0.071631659 -0.018994188 -0.10350235 -0.1829047084
#> 47 0.2751033 0.1619445 0.057229486 -0.040004654 -0.13080708 -0.2162461094
#> 48 0.2751033 0.1514280 0.036813219 -0.069788720 -0.16951379 -0.2635102933
#> 49 0.2751033 0.1295798 -0.005601972 -0.131665695 -0.24992773 -0.3617025512
#> 50 0.2751033 0.1728686 0.078437081 -0.009066166 -0.09060011 -0.1671499805
#> 51 0.2751033 0.2761583 0.278959643 0.283464159 0.28956579 0.2970649104
#> 52 0.2751033 0.4152366 0.548960819 0.677352663 0.80145453 0.9221245821
#> 53 0.2751033 0.3306972 0.384839354 0.437925712 0.49030059 0.5421791662
#> 54 0.2751033 0.2570819 0.241925484 0.229437248 0.21935362 0.2113298793
#> 55 0.2751033 0.2755876 0.277851783 0.281847969 0.28746543 0.2945001873
#> 56 0.2751033 0.3284961 0.380566181 0.431691837 0.48219919 0.5322866626
#> 57 0.2751033 0.2989847 0.323274021 0.348111745 0.37358036 0.3996538366
#> 58 0.2751033 0.3022456 0.329604646 0.357347114 0.38558244 0.4143093975
#> 59 0.2751033 0.1637380 0.060711330 -0.034925200 -0.12420594 -0.2081855510
#> 60 0.2751033 0.1594988 0.052481517 -0.046931181 -0.13980864 -0.2272377801
#> 61 0.2751033 0.2662125 0.259651235 0.255296282 0.25295945 0.2523654498
#> 62 0.2751033 0.5283091 0.768475257 0.997589096 1.21762668 1.4303061557
#> 63 0.2751033 0.3442300 0.411111449 0.476252495 0.54010923 0.6029997439
#> 64 0.2751033 0.3247460 0.373285962 0.421071163 0.46839679 0.5154327676
#> 65 0.2751033 0.2865117 0.299059379 0.312786457 0.32767240 0.3435963163
#> 66 0.2751033 0.1558302 0.045359563 -0.057320971 -0.15331098 -0.2437252861
#> 67 0.2751033 0.2116735 0.153771524 0.100834729 0.05222465 0.0072511940
#> 68 0.2751033 0.1749882 0.082551988 -0.003063176 -0.08279876 -0.1576238659
#> 69 0.2751033 0.1744175 0.081444128 -0.004679366 -0.08489912 -0.1601885891
#> 70 0.2751033 0.3108871 0.346380804 0.381820843 0.41738795 0.4531466338
#> 71 0.2751033 0.2453426 0.219135232 0.196189918 0.17614613 0.1585698601
#> 72 0.2751033 0.2853704 0.296843660 0.309554077 0.32347167 0.3384668699
#> 73 0.2751033 0.2709408 0.268830642 0.268687568 0.27036246 0.2736160130
#> 74 0.2751033 0.2643374 0.256011125 0.249985945 0.24605825 0.2439385023
#> 75 0.2751033 0.2963760 0.318209521 0.340723449 0.36397869 0.3879293879
#> 76 0.2751033 0.2448534 0.218185638 0.194804613 0.17434582 0.1563715260
#> 77 0.2751033 0.3183057 0.360782977 0.402831308 0.44469269 0.4864880349
#> 78 0.2751033 0.2301793 0.189697824 0.153245451 0.12033646 0.0904215020
#> 79 0.2751033 0.2591199 0.245882125 0.235209354 0.22685492 0.2204896048
#> 80 0.2751033 0.3154524 0.355243680 0.394750360 0.43419086 0.4736644191
#> 81 0.2751033 0.3798556 0.480273532 0.577148905 0.67123196 0.7631117465
#> 82 0.2751033 0.4794768 0.673674140 0.859289440 1.03789552 1.2108391314
#> 83 0.2751033 0.4041495 0.527436692 0.645952407 0.76064746 0.8722956751
#> 84 0.2751033 0.3666489 0.454634499 0.539745659 0.62262353 0.7037567249
#> 85 0.2751033 0.4297477 0.577132102 0.718450057 0.85486379 0.9873418280
#> 86 0.2751033 0.3920025 0.503855112 0.611550656 0.71593971 0.8177037108
#> 87 0.2751033 0.3937960 0.507336956 0.616630109 0.72254085 0.8257642693
#> 88 0.2751033 0.3670565 0.455425828 0.540900080 0.62412379 0.7055886700
#> 89 0.2751033 0.4904824 0.695040001 0.890458811 1.07840254 1.2603016494
#> 90 0.2751033 0.5151024 0.742836224 0.960185850 1.16901825 1.3709511341
#> 91 0.2751033 0.6812464 1.065381591 1.430727920 1.78052426 2.1176519610
#> 92 0.2751033 0.2244726 0.178619229 0.137083554 0.09933282 0.0647742705
#> 93 0.2751033 0.2287118 0.186849042 0.149089534 0.11493552 0.0838264996
#> 94 0.2751033 0.2984141 0.322166162 0.346495555 0.37147999 0.3970891135
#> 95 0.2751033 0.1253406 -0.013831785 -0.143671675 -0.26553044 -0.3807547803
#> 96 0.2751033 0.3183872 0.360941242 0.403062192 0.44499274 0.4868544239
#> 97 0.2751033 0.2697995 0.266614923 0.265455189 0.26616174 0.2684865667
#> 98 0.2751033 0.1466996 0.027633812 -0.083180005 -0.18691681 -0.2847608566
#> 99 0.2751033 0.3488768 0.420132591 0.489412896 0.55721219 0.6238839181
#> 100 0.2751033 0.2610765 0.249680500 0.240750576 0.23405617 0.2292829414
#> 101 0.2751033 0.3357516 0.394651823 0.452240534 0.50890382 0.5648952856
#> 102 0.2751033 0.3228710 0.369645853 0.415760825 0.46149560 0.5070058201
#> 103 0.2751033 0.2614026 0.250313563 0.241674112 0.23525638 0.2307484975
#> 104 0.2751033 0.2737126 0.274211674 0.276537632 0.28056423 0.2860732398
#> 105 0.2751033 0.2842291 0.294627941 0.306321698 0.31927094 0.3333374236
#> 106 0.2751033 0.3836057 0.487553752 0.587769580 0.68503435 0.7799656415
#> 107 0.2751033 0.1943906 0.120219209 0.051887272 -0.01138638 -0.0704232787
#> 108 0.2751033 0.1723794 0.077487487 -0.010451472 -0.09240042 -0.1693483146
#> 109 0.2751033 0.2553699 0.238601905 0.224588679 0.21305253 0.2036357098
#> 110 0.2751033 0.2478698 0.224041467 0.203347330 0.18544774 0.1699279198
#> 111 0.2751033 0.2787670 0.284024143 0.290852454 0.29916746 0.3087893592
#> 112 0.2751033 0.3495290 0.421398716 0.491259970 0.55961261 0.6268150303
#> 113 0.2751033 0.4728734 0.660854624 0.840587817 1.01359131 1.1811616207
#> 114 0.2751033 0.4637428 0.643128873 0.814728782 0.97998548 1.1401260502
#> 115 0.2751033 0.2240650 0.177827901 0.135929133 0.09783256 0.0629423254
#> 116 0.2751033 0.3336320 0.390536917 0.446237544 0.50110246 0.5553691710
#> 117 0.2751033 0.5084175 0.729858441 0.941253343 1.14441399 1.3409072343
#> 118 0.2751033 0.3608607 0.443397639 0.523352879 0.60131984 0.6777431044
#> 119 0.2751033 0.4274651 0.572700664 0.711985298 0.84646233 0.9770829354
#> 120 0.2751033 0.6268705 0.959818411 1.276728135 1.58038956 1.8732704833
#> 121 0.2751033 0.5102925 0.733498551 0.946563680 1.15131518 1.3493341818
#> 122 0.2751033 0.3683608 0.457958078 0.544594228 0.62892462 0.7114508944
#> 123 0.2751033 0.3275178 0.378666994 0.428921227 0.47859856 0.5278899943
#> 124 0.2751033 0.2751800 0.277060455 0.280693548 0.28596517 0.2926682422
#> 125 0.2751033 0.2561851 0.240184562 0.226897521 0.21605305 0.2072996000
#> 126 0.2751033 0.2618917 0.251263156 0.243059418 0.23705669 0.2329468316
#> 127 0.2751033 0.3011858 0.327547193 0.354345619 0.38168176 0.4095463402
#> 128 0.2751033 0.2808866 0.288139050 0.296855445 0.30696881 0.3183154737
#> 129 0.2751033 0.2882237 0.302382957 0.317635026 0.33397349 0.3512904857
#> 130 0.2751033 0.2638483 0.255061532 0.248600640 0.24425794 0.2417401681
#> 131 0.2751033 0.2989032 0.323115755 0.347880860 0.37328031 0.3992874476
#> 132 0.2751033 0.3412137 0.405255621 0.467709778 0.52900730 0.5894433500
#> 133 0.2751033 0.3654260 0.452260515 0.536282396 0.61812275 0.6982608896
#> 134 0.2751033 0.4039864 0.527120161 0.645490639 0.76004735 0.8715628970
#> 135 0.2751033 0.3360777 0.395284886 0.453164071 0.51010402 0.5663608417
#> 136 0.2751033 0.3342027 0.391644776 0.447853734 0.50320283 0.5579338942
#> 137 0.2751033 0.3041207 0.333244756 0.362657451 0.39248363 0.4227363450
#> 138 0.2751033 0.3189579 0.362049102 0.404678382 0.44709310 0.4894191470
#> 139 0.2751033 0.3044468 0.333877819 0.363580988 0.39368384 0.4242019011
#> 0.1680 0.1567 0.1461 0.1363 0.1271
#> 1 -0.022998419 -0.0605991648 -0.095895238 -0.129186910 -0.16210071
#> 2 -0.336298135 -0.4190125967 -0.498093167 -0.573956774 -0.61343582
#> 3 1.071398806 1.1913862164 1.309035163 1.424452875 1.51680666
#> 4 0.570463545 0.6183185861 0.665960453 0.713309851 0.74724829
#> 5 0.053174727 0.0265425625 0.001891895 -0.021049182 -0.04271525
#> 6 -0.370726675 -0.4583986881 -0.542290742 -0.622832583 -0.70398078
#> 7 -0.503706912 -0.6105274663 -0.713003874 -0.811615396 -0.91943633
#> 8 -0.243341076 -0.3126701499 -0.378759716 -0.441992089 -0.49989191
#> 9 -0.009657359 -0.0453370543 -0.078768678 -0.110247534 -0.15042184
#> 10 0.350120887 0.3662476010 0.383095976 0.400504672 0.41942164
#> 11 0.286428087 0.2933833319 0.301330463 0.310084425 0.34277846
#> 12 -0.183091131 -0.2437444899 -0.301413960 -0.356459423 -0.41525509
#> 13 -0.088843002 -0.1359250646 -0.180423100 -0.222661895 -0.19560690
#> 14 -0.396978437 -0.4884305828 -0.575991392 -0.660100387 -0.74151521
#> 15 -0.537274739 -0.6489289054 -0.756096509 -0.859269310 -0.94569358
#> 16 -0.353512405 -0.4387056424 -0.520191954 -0.598394678 -0.67367597
#> 17 0.007556911 -0.0256440086 -0.056669891 -0.085809629 -0.10614999
#> 18 0.737441965 0.8093411295 0.880318690 0.950357525 1.01787377
#> 19 0.406497622 0.4307423257 0.455469504 0.480538810 0.48436935
#> 20 0.116867526 0.0994068316 0.083657408 0.069371065 0.04779074
#> 21 -0.238176795 -0.3067622362 -0.372130080 -0.434660717 -0.48894097
#> 22 0.044997949 0.0171883658 -0.008605029 -0.032657187 -0.06293450
#> 23 0.285997731 0.2928910058 0.300777993 0.309473478 0.30452663
#> 24 -0.154687585 -0.2112509645 -0.264950961 -0.316136880 -0.37808098
#> 25 -0.080666223 -0.1265708679 -0.169926176 -0.211053890 -0.26077422
#> 26 -0.219671455 -0.2855922120 -0.348373883 -0.408389970 -0.48167491
#> 27 -0.341462416 -0.4249205104 -0.504722803 -0.581288145 -0.65392601
#> 28 0.342804822 0.3578780566 0.373703991 0.390118563 0.39582291
#> 29 0.206812088 0.2023029955 0.199123572 0.197059116 0.18904774
#> 30 -0.251517855 -0.3220243466 -0.389256640 -0.453600093 -0.51016746
#> 31 -0.392674870 -0.4835073214 -0.570466696 -0.653990911 -0.74803112
#> 32 -0.149523304 -0.2053430507 -0.258321325 -0.308805509 -0.37000684
#> 33 -0.093576926 -0.1413406522 -0.186500266 -0.229382319 -0.27391352
#> 34 0.106969321 0.0880833304 0.070950606 0.055319270 0.04037588
#> 35 -0.042364472 -0.0827538412 -0.120756374 -0.156679553 -0.20455300
#> 36 -0.094867996 -0.1428176306 -0.188157675 -0.231215162 -0.29019095
#> 37 -0.056135889 -0.0985082778 -0.138435404 -0.176229876 -0.23155274
#> 38 -0.037200191 -0.0768459275 -0.114126738 -0.149348181 -0.19747948
#> 39 -0.381915951 -0.4711991679 -0.556654953 -0.638717221 -0.73509436
#> 40 -0.294553530 -0.3712569609 -0.444503608 -0.514694855 -0.59164138
#> 41 -0.591069333 -0.7104696732 -0.825155219 -0.935637761 -1.04466962
#> 42 -0.489074783 -0.5937883774 -0.694219904 -0.790843177 -0.88618507
#> 43 -0.197723260 -0.2604835787 -0.320197929 -0.377231642 -0.44723472
#> 44 -0.312198157 -0.3914423327 -0.467154865 -0.539743707 -0.61881806
#> 45 -0.312198157 -0.3914423327 -0.467154865 -0.539743707 -0.62355018
#> 46 -0.257973206 -0.3294092387 -0.397543685 -0.462764308 -0.53839644
#> 47 -0.297135671 -0.3742109177 -0.447818426 -0.518360541 -0.60136950
#> 48 -0.352651692 -0.4377209901 -0.519087015 -0.597172783 -0.68520636
#> 49 -0.467987302 -0.5696643964 -0.667148890 -0.760906744 -0.85495285
#> 50 -0.239467866 -0.3082392146 -0.373787489 -0.436493560 -0.50834534
#> 51 0.305794141 0.3155380083 0.326191599 0.337577068 0.36380072
#> 52 1.039982763 1.1554464079 1.268704877 1.379853699 1.49888202
#> 53 0.593702809 0.6449041979 0.695793816 0.746301022 0.80330257
#> 54 0.205090661 0.2003336909 0.196913693 0.194615326 0.20977373
#> 55 0.302781644 0.3120917253 0.322324311 0.333300435 0.34488056
#> 56 0.582083177 0.6316113920 0.680877135 0.729805437 0.76247578
#> 57 0.426294032 0.4533893283 0.480883110 0.508642400 0.52300558
#> 58 0.443508302 0.4730823740 0.502981897 0.533080305 0.54453409
#> 59 -0.287667822 -0.3633797426 -0.435664093 -0.504919693 -0.57911087
#> 60 -0.310046373 -0.3889807020 -0.464392517 -0.536688969 -0.62816315
#> 61 0.253290617 0.2554742189 0.258790297 0.263041459 0.26102710
#> 62 1.636887580 1.8383027680 2.034980326 2.227238040 2.40092531
#> 63 0.665142030 0.7266303376 0.787503783 0.847718326 0.90329314
#> 64 0.562286766 0.6089643894 0.655463529 0.701701846 0.72711243
#> 65 0.360449449 0.3780634285 0.396355248 0.415167415 0.41424413
#> 66 -0.329412427 -0.4111353784 -0.489253652 -0.564181612 -0.63096572
#> 67 -0.034618051 -0.0738919706 -0.110811920 -0.145682496 -0.19094085
#> 68 -0.228278590 -0.2954387349 -0.359423277 -0.420608922 -0.46013777
#> 69 -0.231291087 -0.2988850179 -0.363290565 -0.424885555 -0.48233081
#> 70 0.489126118 0.5252689452 0.561543683 0.597840752 0.62679306
#> 71 0.143119288 0.1294387264 0.117358059 0.106638869 0.08668018
#> 72 0.354424454 0.3711708625 0.388620673 0.406614148 0.41980586
#> 73 0.278251309 0.2840291352 0.290833539 0.298476420 0.29889862
#> 74 0.243392412 0.2441507176 0.246083495 0.248989664 0.25263246
#> 75 0.412522616 0.4376348917 0.463204080 0.489092076 0.50986866
#> 76 0.140537148 0.1264847695 0.114043241 0.102973184 0.08526975
#> 77 0.528288583 0.5700706242 0.611818424 0.653436985 0.67677886
#> 78 0.063072932 0.0378660638 0.014598698 -0.006997387 -0.02971358
#> 79 0.215849580 0.2126418445 0.210725435 0.209889016 0.20786791
#> 80 0.513226096 0.5528392092 0.592481986 0.632053818 0.67679952
#> 81 0.853207932 0.9417768620 1.028933034 1.114702434 1.18476312
#> 82 1.379103885 1.5433994084 1.704050986 1.861280419 2.00422135
#> 83 0.981454244 1.0884900525 1.193569000 1.296764823 1.39902263
#> 84 0.783490138 0.8620200268 0.939432946 1.015728920 1.08608112
#> 85 1.116586265 1.2430804613 1.367044480 1.488602374 1.59268784
#> 86 0.917331088 1.0151334572 1.111251017 1.205733628 1.28002089
#> 87 0.926798937 1.0259646324 1.123405350 1.219174476 1.33440372
#> 88 0.785641921 0.8644816575 0.942195294 1.018783658 1.09491404
#> 89 1.437202046 1.6098634377 1.778634393 1.943758347 2.09138650
#> 90 1.567169786 1.7585459328 1.945480237 2.128264527 2.30937276
#> 91 2.444236850 2.7619066119 3.071413450 3.373375766 3.65783939
#> 92 0.032947959 0.0034032338 -0.024074180 -0.049763720 -0.02988070
#> 93 0.055326511 0.0290041932 0.004654244 -0.017994444 -0.05289419
#> 94 0.423281535 0.4499430453 0.477015822 0.504365767 0.56939697
#> 95 -0.490365853 -0.5952653558 -0.695877313 -0.792676020 -0.83865188
#> 96 0.528718940 0.5705629503 0.612370894 0.654047932 0.68645037
#> 97 0.272226314 0.2771365692 0.283098963 0.289923154 0.30185456
#> 98 -0.377612383 -0.4662759064 -0.551130257 -0.632607745 -0.71755361
#> 99 0.689672365 0.7546929277 0.818994555 0.882542340 0.96543098
#> 100 0.226178142 0.2244576719 0.223984708 0.224551759 0.26664694
#> 101 0.620384928 0.6754284187 0.730046936 0.784179774 0.84362922
#> 102 0.552388561 0.5976408881 0.642756727 0.687650051 0.72980804
#> 103 0.227899569 0.2264269765 0.226194586 0.226995550 0.28502866
#> 104 0.292883439 0.3007682240 0.309617508 0.319248639 0.33996726
#> 105 0.348399460 0.3642782965 0.380886097 0.398060882 0.41515289
#> 106 0.873004342 0.9644238645 1.054346640 1.142806024 1.24376621
#> 107 -0.125853683 -0.1782651129 -0.227935493 -0.275203390 -0.26996799
#> 108 -0.242050006 -0.3111931714 -0.377102307 -0.440159246 -0.46585341
#> 109 0.196053169 0.1899948419 0.185311830 0.181785426 0.17262964
#> 110 0.156460348 0.1447008368 0.134484619 0.125578245 0.10813598
#> 111 0.319565557 0.3312924449 0.343870629 0.357127391 0.36864081
#> 112 0.693115219 0.7586315368 0.823414313 0.887429921 0.93865480
#> 113 1.344244988 1.5035209909 1.659300942 1.811793662 1.97467394
#> 114 1.296045031 1.4483804629 1.597424337 1.743367530 1.86509255
#> 115 0.030796176 0.0009416031 -0.026836528 -0.052818458 -0.08449216
#> 116 0.609195652 0.6626279390 0.715682725 0.768295136 0.81016000
#> 117 1.531880532 1.7181751891 1.900177723 2.078166822 2.23802965
#> 118 0.752934808 0.8270648707 0.900207599 0.972351640 1.06925896
#> 119 1.104536276 1.2292953293 1.351575329 1.471495841 1.59272105
#> 120 2.157188895 2.4335250746 2.702916172 2.965873707 3.21499976
#> 121 1.541778738 1.7294986904 1.912884526 2.092218618 2.25678491
#> 122 0.792527630 0.8723588758 0.951034809 1.028558820 1.16268733
#> 123 0.576918896 0.6257034783 0.674247499 0.722474065 0.77520628
#> 124 0.300629860 0.3096300946 0.319561963 0.330245696 0.34913914
#> 125 0.200356737 0.1949181033 0.190836527 0.187894902 0.20073947
#> 126 0.230481709 0.2293809333 0.229509404 0.230661235 0.24858216
#> 127 0.437913665 0.4666821342 0.495799791 0.525137986 0.54817677
#> 128 0.330754833 0.3440929246 0.358234840 0.373012029 0.40125532
#> 129 0.369486941 0.3884022775 0.407957112 0.427997315 0.46010200
#> 130 0.240810271 0.2411967608 0.242768677 0.245323978 0.25691307
#> 131 0.425863675 0.4528970022 0.480330640 0.508031452 0.54629212
#> 132 0.649218831 0.7084142703 0.767062405 0.825113264 0.88073960
#> 133 0.777034786 0.8546351347 0.931145901 1.006564706 1.09483353
#> 134 0.980593531 1.0875054002 1.192464060 1.295542928 1.38222286
#> 135 0.622106355 0.6773977233 0.732256815 0.786623565 0.84587587
#> 136 0.612208150 0.6660742220 0.719550012 0.772571770 0.81532159
#> 137 0.453406508 0.4844058753 0.515688700 0.547132100 0.57521345
#> 138 0.531731437 0.5740092333 0.616238182 0.658324566 0.70055503
#> 139 0.455127935 0.4863751799 0.517898578 0.549575890 0.57645949
#> 0.1185 0.1105 0.1031 0.0961 0.0897 0.0836
#> 1 -0.196528573 -0.184832966 -0.08276926 -0.104449364 -0.127845227 -0.15284712
#> 2 -0.583794045 -0.511188187 -0.35171747 -0.216858804 -0.093545099 0.02182030
#> 3 1.565456234 1.512181804 1.29012755 1.153969401 1.035695762 0.92995253
#> 4 0.754641427 0.738712415 0.68136081 0.634474818 0.594210216 0.55809026
#> 5 -0.063777446 -0.124683272 -0.25782969 -0.331861283 -0.403606779 -0.47335736
#> 6 -0.790092748 -0.792959578 -0.67568381 -0.641748213 -0.619963045 -0.60864094
#> 7 -1.049983838 -1.151022924 -1.23355587 -1.371193891 -1.518917510 -1.67728996
#> 8 -0.550341665 -0.645105765 -0.83437301 -0.944719882 -1.058983769 -1.17747084
#> 9 -0.210189192 -0.214711783 -0.13288308 -0.136400782 -0.143151642 -0.15286872
#> 10 0.440674667 0.351709178 0.07892473 -0.105012225 -0.281660073 -0.45476111
#> 11 0.422373925 0.319814286 -0.07721781 -0.211819621 -0.334313502 -0.44560168
#> 12 -0.484498556 -0.592472040 -0.78218665 -0.889636916 -0.995434944 -1.09892292
#> 13 -0.032596834 -0.078186915 -0.44412000 -0.526797128 -0.608819541 -0.69013861
#> 14 -0.821408578 -0.844528773 -0.77973408 -0.806066828 -0.841167858 -0.88380633
#> 15 -1.003102501 -1.150865154 -1.46472077 -1.714202399 -1.970297783 -2.23502691
#> 16 -0.746796254 -0.749843449 -0.63975508 -0.630197649 -0.629165677 -0.63491449
#> 17 -0.111041146 -0.090657510 -0.02832389 0.018024566 0.059842332 0.09808939
#> 18 1.081320318 0.998790318 0.67391541 0.510452480 0.360979238 0.22108502
#> 19 0.445309276 0.498610468 0.70408878 0.780905088 0.858094674 0.93549931
#> 20 0.009958044 -0.101867828 -0.35260416 -0.517736508 -0.678366301 -0.83664523
#> 21 -0.529916958 -0.554954653 -0.55484158 -0.564230402 -0.577520706 -0.59303889
#> 22 -0.107634212 -0.223627139 -0.47915143 -0.660116681 -0.839715296 -1.02066303
#> 23 0.271359272 0.217137915 0.11746265 0.103822680 0.098387637 0.10204823
#> 24 -0.464359408 -0.545280455 -0.63086188 -0.747692727 -0.865627060 -0.98524490
#> 25 -0.330184780 -0.404234303 -0.50210600 -0.630852307 -0.762556976 -0.89904299
#> 26 -0.584589577 -0.616331910 -0.54575718 -0.569501008 -0.599185010 -0.63403488
#> 27 -0.722340617 -0.884786300 -1.21935329 -1.490435593 -1.762386110 -2.03773523
#> 28 0.379409674 0.407063998 0.52418864 0.528583524 0.537610915 0.55083799
#> 29 0.167859939 0.135585207 0.08529078 0.002208721 -0.078767241 -0.15944754
#> 30 -0.554435460 -0.644934019 -0.81188896 -0.959539513 -1.107088258 -1.25489247
#> 31 -0.866936170 -0.998923523 -1.18502627 -1.378942463 -1.579533334 -1.78854689
#> 32 -0.455438454 -0.473558525 -0.39735850 -0.410094529 -0.430270543 -0.45772631
#> 33 -0.324311309 -0.320473224 -0.23601551 -0.221352084 -0.213783441 -0.21291432
#> 34 0.025092285 0.029268554 0.06150980 0.067281056 0.069996846 0.06936595
#> 35 -0.278664700 -0.391213265 -0.58562242 -0.777704800 -0.969315740 -1.16309768
#> 36 -0.383560147 -0.540934136 -0.83711923 -1.090948375 -1.345315042 -1.60394576
#> 37 -0.324322156 -0.483795283 -0.78685354 -1.033776797 -1.279811303 -1.52844508
#> 38 -0.273745050 -0.417648055 -0.70239724 -0.936943515 -1.171357834 -1.40921981
#> 39 -0.863883693 -1.041031084 -1.33499738 -1.605572793 -1.880117031 -2.16145564
#> 40 -0.685517479 -0.787998129 -0.92771587 -1.087334816 -1.252507016 -1.42474953
#> 41 -1.155492953 -1.354902162 -1.73127818 -2.055796585 -2.386070588 -2.72508991
#> 42 -0.983222045 -1.169466341 -1.52901641 -1.839188885 -2.153415903 -2.47473871
#> 43 -0.546175357 -0.601882764 -0.61016266 -0.658168094 -0.711903868 -0.77112240
#> 44 -0.714357983 -0.724745902 -0.61247666 -0.600263369 -0.598814604 -0.60703050
#> 45 -0.733280822 -0.791483067 -0.79080759 -0.842552132 -0.902542315 -0.97038464
#> 46 -0.638110310 -0.697874673 -0.71887467 -0.783378077 -0.856137301 -0.93743028
#> 47 -0.712735379 -0.803381742 -0.89251078 -1.004744221 -1.124741992 -1.25338347
#> 48 -0.796798446 -0.814007811 -0.69709742 -0.676404229 -0.666373235 -0.66535106
#> 49 -0.953741524 -0.942366304 -0.76755227 -0.698756639 -0.644629409 -0.60260974
#> 50 -0.601669875 -0.627692457 -0.56672089 -0.584061014 -0.611771636 -0.64977923
#> 51 0.418815431 0.427178928 0.35884405 0.362598724 0.365702180 0.36699414
#> 52 1.635922227 1.702702058 1.67640047 1.736579340 1.808911702 1.89107958
#> 53 0.873644779 0.815385894 0.55426799 0.426366812 0.310700806 0.20415694
#> 54 0.258527944 0.173812746 -0.12881101 -0.288877735 -0.443426876 -0.59502937
#> 55 0.356787450 0.290722329 0.09388485 -0.024514545 -0.136708636 -0.24488341
#> 56 0.762959741 0.739968392 0.68821007 0.642191977 0.608987028 0.58744866
#> 57 0.510238515 0.443870827 0.28156680 0.183005525 0.093294003 0.01048087
#> 58 0.518440228 0.564121554 0.72894584 0.797493341 0.867961536 0.94013331
#> 59 -0.666565015 -0.652880428 -0.48658022 -0.414377084 -0.352363357 -0.29814907
#> 60 -0.761463052 -0.937674598 -1.22869123 -1.490219252 -1.756151097 -2.02966866
#> 61 0.245397632 0.285928560 0.42172755 0.515887529 0.610786055 0.70791713
#> 62 2.542300757 2.634362628 2.67408774 2.767628971 2.884824403 3.02248047
#> 63 0.950258276 0.908285690 0.71876249 0.694327212 0.683829789 0.68652035
#> 64 0.711118104 0.623007273 0.39924565 0.245405397 0.100888020 -0.03829536
#> 65 0.373238758 0.348113658 0.33833907 0.319780861 0.305669017 0.29523218
#> 66 -0.685047459 -0.685521202 -0.59931809 -0.591981302 -0.593634323 -0.60286222
#> 67 -0.259281310 -0.245024279 -0.09714980 -0.087564476 -0.083323890 -0.08426731
#> 68 -0.459523299 -0.481422968 -0.54193877 -0.536312668 -0.535539288 -0.53784454
#> 69 -0.534638883 -0.529198782 -0.43104488 -0.403387279 -0.382954102 -0.36814009
#> 70 0.640978482 0.609308485 0.50551426 0.438046937 0.379190157 0.32704657
#> 71 0.046692309 0.037292514 0.07029077 0.078858530 0.087103792 0.09524754
#> 72 0.422739409 0.431178986 0.45290053 0.502012466 0.557042822 0.61904353
#> 73 0.283902963 0.313947907 0.42627719 0.450976202 0.476664052 0.50304995
#> 74 0.256613928 0.268121429 0.29154837 0.329683408 0.368663851 0.40889240
#> 75 0.520015808 0.570012248 0.69089029 0.772936413 0.856618473 0.94218793
#> 76 0.052735258 0.080368265 0.20389717 0.266846992 0.327264812 0.38600112
#> 77 0.663669944 0.719368152 0.88981803 1.015919423 1.146904290 1.28400579
#> 78 -0.056571066 -0.009581791 0.15957724 0.235915001 0.306534207 0.37230809
#> 79 0.202227727 0.257359065 0.41889242 0.531816471 0.644062628 0.75743511
#> 80 0.731903461 0.766513781 0.77429637 0.808167608 0.844926113 0.88334005
#> 81 1.224891094 1.247809966 1.24830025 1.308214832 1.381633062 1.46807337
#> 82 2.122310256 2.227092580 2.33972841 2.477076217 2.634066397 2.80936627
#> 83 1.501418292 1.608363341 1.75166428 1.880122416 2.019417325 2.16873697
#> 84 1.145721668 1.217169862 1.32485835 1.425434144 1.534806991 1.65260636
#> 85 1.664438079 1.749225089 1.87409816 1.988193286 2.116480572 2.25776180
#> 86 1.315680874 1.296552812 1.18345072 1.184459263 1.201314540 1.23244765
#> 87 1.490309808 1.446990067 1.10224098 0.965843275 0.848710178 0.74671555
#> 88 1.171306976 1.118221912 0.86402710 0.725014438 0.601486168 0.48942466
#> 89 2.207999542 2.280106417 2.32119954 2.405597926 2.518016852 2.65745610
#> 90 2.491640631 2.467927338 2.14182481 2.027557183 1.945978992 1.89198143
#> 91 3.915575237 3.980971356 3.77736855 3.795167158 3.856387890 3.95502811
#> 92 0.079062362 -0.011940027 -0.43121247 -0.497263336 -0.556995729 -0.60920761
#> 93 -0.114216937 0.020540148 0.49119630 0.762919590 1.029425681 1.29598377
#> 94 0.709379060 0.863867068 1.09300351 1.387425264 1.688552721 2.00226083
#> 95 -0.787304315 -0.633538292 -0.27442455 0.069763671 0.402957754 0.73456832
#> 96 0.700397317 0.740278650 0.82619718 0.904170043 0.986950343 1.07467123
#> 97 0.322983548 0.425356823 0.68144838 0.858293282 1.034578201 1.21301270
#> 98 -0.813213238 -0.817456721 -0.68594439 -0.653203102 -0.631537528 -0.61900597
#> 99 1.087747169 1.216040695 1.40398891 1.552270443 1.709301337 1.87611878
#> 100 0.390541911 0.555105152 0.84321380 1.071149566 1.298681872 1.52971237
#> 101 0.914179010 1.038742781 1.29975123 1.458315752 1.626287071 1.80557554
#> 102 0.766682199 0.865231224 1.10402280 1.242605628 1.390775966 1.55062247
#> 103 0.456258251 0.624933380 0.85239139 1.099511953 1.347345573 1.60049484
#> 104 0.381924953 0.483480100 0.70476615 0.867287843 1.028925550 1.19183404
#> 105 0.431393402 0.453758291 0.49426569 0.515027712 0.538374674 0.56386260
#> 106 1.371263567 1.377578488 1.20248387 1.171001870 1.152700031 1.14475275
#> 107 -0.162496304 -0.057374466 0.07254330 0.273622952 0.467244643 0.65792623
#> 108 -0.420069659 -0.399697172 -0.39970736 -0.387299611 -0.380757455 -0.37857072
#> 109 0.150886254 0.114553674 0.06459997 -0.025342584 -0.109558278 -0.18914706
#> 110 0.072127777 0.059865183 0.09623508 0.047443041 0.001727133 -0.04147245
#> 111 0.375860650 0.386730883 0.42767838 0.397397248 0.374043898 0.35710074
#> 112 0.965096969 0.991123348 1.02652399 1.052555403 1.088194824 1.13230957
#> 113 2.161876361 2.342742276 2.56477328 2.785533272 3.021627882 3.27257347
#> 114 1.941763923 2.155241387 2.64540765 2.917531973 3.204426714 3.50680737
#> 115 -0.129582660 -0.194375919 -0.31395635 -0.383380301 -0.454651257 -0.52866454
#> 116 0.830968325 0.796417210 0.66670920 0.612745320 0.568385535 0.53150754
#> 117 2.366020794 2.631605795 3.18523322 3.577441700 3.988530645 4.42116792
#> 118 1.216701947 1.520939689 2.15401172 2.621086479 3.091042784 3.56992052
#> 119 1.719091580 1.948875547 2.40799774 2.743032688 3.090663172 3.45390168
#> 120 3.443504383 3.713728930 4.13159560 4.482459860 4.864613291 5.27816800
#> 121 2.396234679 2.632861180 3.08861866 3.414884230 3.760527341 4.12682176
#> 122 1.411164833 1.698093663 2.12380339 2.535211723 2.948776670 3.36888771
#> 123 0.837232590 0.868539507 0.85620058 0.900522913 0.950008715 1.00378190
#> 124 0.383552551 0.401441817 0.39417846 0.433653788 0.473992039 0.51521290
#> 125 0.243820495 0.228408334 0.11167414 0.102322861 0.092319579 0.08105938
#> 126 0.298832588 0.303339119 0.23251877 0.258116291 0.283571197 0.30891687
#> 127 0.558319799 0.622185161 0.77946394 0.884205852 0.989789715 1.09659088
#> 128 0.455653552 0.594209684 0.89502766 1.125373975 1.353139223 1.58128846
#> 129 0.515725148 0.600085016 0.74834420 0.898405885 1.049384163 1.20313283
#> 130 0.285414300 0.393042119 0.64672777 0.834883622 1.019880457 1.20432615
#> 131 0.605304133 0.702271978 0.87780317 1.034124168 1.190315455 1.34768901
#> 132 0.932116165 0.992675981 1.08050044 1.178485699 1.283008556 1.39412736
#> 133 1.209928389 1.287906289 1.32754857 1.444645805 1.570507322 1.70518808
#> 134 1.438133530 1.509192412 1.61719825 1.713318107 1.820534267 1.93753932
#> 135 0.915374303 0.966505895 0.99742574 1.078442364 1.164891370 1.25642709
#> 136 0.837978360 0.891705160 1.00369009 1.075281775 1.151547013 1.23176560
#> 137 0.596336334 0.616157585 0.63552035 0.683062096 0.734969782 0.79117686
#> 138 0.743169017 0.808813307 0.92109286 1.024014582 1.129546351 1.23776931
#> 139 0.593530322 0.637746196 0.73370766 0.813051435 0.896180200 0.98350240
#> 0.0780 0.0727 0.0678 0.0632 0.0590 0.0550
#> 1 -0.17272759 -0.19327483 -0.22125287 -0.237155408 -0.24722233 -0.26071011
#> 2 0.13802548 0.25551025 0.37494380 0.497914468 0.63366131 0.74077909
#> 3 0.78935172 0.61913118 0.45020935 0.274244186 0.08524613 -0.07663948
#> 4 0.50343417 0.43277908 0.36157782 0.281916749 0.19265355 0.10606109
#> 5 -0.55315959 -0.64346658 -0.73671410 -0.809364522 -0.87298557 -0.93229600
#> 6 -0.60874311 -0.62076204 -0.64178858 -0.676897219 -0.72605190 -0.80562200
#> 7 -1.88706764 -2.14811690 -2.43277537 -2.743394742 -3.09532732 -3.45190188
#> 8 -1.26246290 -1.32522102 -1.40244888 -1.520071160 -1.67828592 -1.80785145
#> 9 -0.15106243 -0.14228498 -0.13892388 -0.140592035 -0.14776729 -0.16216971
#> 10 -0.62855164 -0.80998583 -1.00600556 -1.194951576 -1.39737220 -1.58994597
#> 11 -0.56270570 -0.68534965 -0.80353420 -0.938280443 -1.08556883 -1.14910175
#> 12 -1.19130759 -1.27711722 -1.36654631 -1.458209812 -1.55682455 -1.61390924
#> 13 -0.81360570 -0.97571168 -1.14301450 -1.312450363 -1.48957701 -1.63895545
#> 14 -0.92939180 -0.98275849 -1.04832159 -1.132384092 -1.23593529 -1.33703647
#> 15 -2.52407359 -2.84702454 -3.20321909 -3.598104918 -4.05221657 -4.47694398
#> 16 -0.64604720 -0.66531318 -0.69240435 -0.734413559 -0.78880546 -0.84269594
#> 17 0.11439326 0.11259478 0.11082427 0.117752251 0.13259465 0.12100815
#> 18 0.10604198 0.00824465 -0.09488207 -0.230859701 -0.39997498 -0.51779459
#> 19 0.97523599 0.98618255 1.00337471 1.024449017 1.05464423 1.05885794
#> 20 -0.98061036 -1.11819800 -1.26761208 -1.456560613 -1.68688934 -1.86572913
#> 21 -0.56317118 -0.49838965 -0.43775023 -0.402541778 -0.38327092 -0.33290576
#> 22 -1.17853173 -1.32480426 -1.48992414 -1.707396369 -1.98078467 -2.21360443
#> 23 0.11794090 0.14799072 0.19152133 0.224787010 0.26104756 0.35310281
#> 24 -1.11733096 -1.26556118 -1.42591494 -1.601083421 -1.79855175 -1.97097609
#> 25 -1.08636318 -1.32273661 -1.57641169 -1.837891553 -2.12390274 -2.41764241
#> 26 -0.71356831 -0.83293001 -0.95910190 -1.097047927 -1.24896997 -1.40222894
#> 27 -2.35299674 -2.71370688 -3.10225991 -3.538417761 -4.03734472 -4.47604853
#> 28 0.60257791 0.68440763 0.76731961 0.846159591 0.92768985 1.02979973
#> 29 -0.23571628 -0.31327045 -0.40065598 -0.474396226 -0.54834367 -0.63281135
#> 30 -1.43288119 -1.64315608 -1.86633400 -2.111342426 -2.38409766 -2.60419677
#> 31 -2.03159474 -2.31287330 -2.62069882 -2.972862394 -3.38299328 -3.77442246
#> 32 -0.49804926 -0.55244007 -0.61715413 -0.687024852 -0.76838754 -0.87864081
#> 33 -0.22536539 -0.25129769 -0.28475861 -0.322629851 -0.36807506 -0.44337818
#> 34 0.05306711 0.02226137 -0.01293740 -0.062034804 -0.12357924 -0.19830960
#> 35 -1.38139624 -1.62870511 -1.89635850 -2.188327819 -2.51965506 -2.82782962
#> 36 -1.88855532 -2.20545039 -2.55015748 -2.936464782 -3.38321478 -3.80464676
#> 37 -1.79317045 -2.08094279 -2.39350212 -2.746985911 -3.15768587 -3.53565631
#> 38 -1.66100003 -1.93428461 -2.23315734 -2.569293722 -2.96006236 -3.32818677
#> 39 -2.45808721 -2.77993668 -3.13371716 -3.528844281 -3.98652360 -4.41448159
#> 40 -1.60497565 -1.80099893 -2.02044240 -2.278978406 -2.58677330 -2.87798745
#> 41 -3.11160988 -3.55333951 -4.03390471 -4.567391448 -5.17824094 -5.74316543
#> 42 -2.83679644 -3.24763901 -3.69457130 -4.192013593 -4.76224218 -5.28441565
#> 43 -0.87921801 -1.03055951 -1.19024858 -1.362047863 -1.55167786 -1.74806730
#> 44 -0.66196835 -0.75837814 -0.86412377 -0.977040621 -1.10191591 -1.25941408
#> 45 -1.08366508 -1.23845617 -1.40506726 -1.580562745 -1.77417500 -1.98522642
#> 46 -1.07120223 -1.25295471 -1.44890026 -1.651263320 -1.87317526 -2.12312965
#> 47 -1.36270031 -1.46307566 -1.58418397 -1.733208204 -1.92041134 -2.11648574
#> 48 -0.62587141 -0.55734313 -0.49827153 -0.447750789 -0.40670266 -0.39228142
#> 49 -0.52191743 -0.41141458 -0.30999543 -0.225473936 -0.15338252 -0.11641000
#> 50 -0.67006508 -0.68018949 -0.70548825 -0.741011811 -0.79474666 -0.89015717
#> 51 0.38549350 0.41724152 0.44498503 0.453833123 0.44711926 0.42516667
#> 52 1.99003677 2.10745001 2.23850539 2.394980817 2.58023392 2.74296461
#> 53 0.07370923 -0.07899873 -0.23297298 -0.380023165 -0.52937120 -0.64906254
#> 54 -0.78056329 -0.99991094 -1.23018427 -1.486355820 -1.77490275 -2.02147164
#> 55 -0.36946549 -0.51125731 -0.65915451 -0.804329510 -0.95736749 -1.09353331
#> 56 0.56229797 0.53528158 0.51787533 0.513494545 0.52427808 0.57655939
#> 57 -0.09088730 -0.20867091 -0.32605164 -0.420489845 -0.50450415 -0.57879879
#> 58 0.99296796 1.03237469 1.07892705 1.123538583 1.17431758 1.21121687
#> 59 -0.25389652 -0.21779416 -0.18335278 -0.150002319 -0.11483955 -0.10917961
#> 60 -2.33621600 -2.68163871 -3.05832507 -3.477706321 -3.96160745 -4.42802915
#> 61 0.77936368 0.83393879 0.90101756 0.985140008 1.09356944 1.18962029
#> 62 3.16277299 3.31517673 3.49751630 3.728855638 4.01662228 4.29308158
#> 63 0.71205750 0.76131928 0.82637977 0.904932324 1.00281002 1.13857184
#> 64 -0.15932490 -0.26922060 -0.38810732 -0.533305945 -0.71028927 -0.86003691
#> 65 0.32481742 0.38789962 0.45283060 0.543103527 0.65176230 0.74520234
#> 66 -0.56671976 -0.49766226 -0.43964909 -0.386624741 -0.34029964 -0.30991299
#> 67 -0.04106476 0.03474504 0.10124983 0.172225017 0.24325986 0.28589288
#> 68 -0.49744898 -0.42331547 -0.35227779 -0.282979411 -0.21350336 -0.14104870
#> 69 -0.30522199 -0.20522539 -0.11149807 0.004648686 0.13630799 0.23506118
#> 70 0.31170387 0.32519466 0.33831479 0.360115999 0.38642416 0.42788291
#> 71 0.14557094 0.23045776 0.31483297 0.394269364 0.47230597 0.54832031
#> 72 0.73443035 0.89769686 1.07357541 1.261294823 1.47107208 1.69890354
#> 73 0.55767649 0.63454700 0.71101998 0.782020043 0.85281193 0.92159289
#> 74 0.48556211 0.59369448 0.70570860 0.833148654 0.97688138 1.10362793
#> 75 1.06000679 1.20723663 1.36191146 1.536525585 1.73465513 1.90349246
#> 76 0.46608711 0.56492197 0.66628032 0.793299759 0.94319107 1.05470901
#> 77 1.45099255 1.64967026 1.86704369 2.116655445 2.40752440 2.67718904
#> 78 0.45108961 0.54049714 0.62876379 0.717803528 0.81118680 0.87016901
#> 79 0.90634337 1.08832442 1.28075884 1.480200999 1.69920091 1.90756971
#> 80 0.93876168 1.00913645 1.08174597 1.174964529 1.28498141 1.35789881
#> 81 1.56762544 1.68536795 1.82487848 1.990323517 2.19094057 2.40264501
#> 82 3.02620400 3.28774023 3.58039721 3.900140765 4.26712246 4.64234393
#> 83 2.34583811 2.55227277 2.77822737 3.038352796 3.34209344 3.62156807
#> 84 1.80506339 1.99168400 2.19479594 2.397561196 2.61766206 2.84332238
#> 85 2.41548783 2.59488330 2.79779335 3.055003134 3.36992438 3.65389308
#> 86 1.27957423 1.34633134 1.43175472 1.562105998 1.73439149 1.90680533
#> 87 0.67011072 0.61247885 0.55730864 0.474918582 0.37206016 0.34530840
#> 88 0.39862758 0.32239454 0.24421658 0.148579888 0.03501859 -0.02676838
#> 89 2.84694935 3.08821520 3.36713221 3.682863206 4.05759757 4.49636952
#> 90 1.86638586 1.86756755 1.88830204 1.905674820 1.93137038 2.05436447
#> 91 4.02477634 4.08402958 4.18786032 4.305701457 4.46226856 4.69979216
#> 92 -0.68972568 -0.79122728 -0.88311978 -0.962625766 -1.03031741 -1.05043921
#> 93 1.56483745 1.84492308 2.15053446 2.480797429 2.86060543 3.21631413
#> 94 2.33359488 2.69358676 3.09714451 3.553934586 4.09540469 4.65314015
#> 95 1.09264102 1.48369083 1.90716824 2.374275095 2.91571498 3.44604185
#> 96 1.16632777 1.26584211 1.37801736 1.520160744 1.69453044 1.84410032
#> 97 1.42485296 1.66995653 1.93181176 2.201201865 2.49880206 2.78833756
#> 98 -0.55529220 -0.45227630 -0.35867306 -0.276119300 -0.20298842 -0.15278821
#> 99 2.00921484 2.12016534 2.25362841 2.436719156 2.67803579 2.90931352
#> 100 1.74849775 1.96299455 2.19963454 2.485097925 2.83407649 3.16166949
#> 101 1.96346967 2.11012331 2.28255188 2.509260231 2.80145664 3.09619700
#> 102 1.70046745 1.84842686 2.02171804 2.231214934 2.49315698 2.77866756
#> 103 1.84637974 2.09376248 2.36814481 2.683864571 3.06285883 3.43792014
#> 104 1.35002263 1.50934189 1.68360214 1.880224480 2.11132568 2.31623126
#> 105 0.59561161 0.63266445 0.67218306 0.709210289 0.74844186 0.78736984
#> 106 1.14431523 1.15152773 1.16592602 1.183612069 1.20701124 1.24559774
#> 107 0.84273139 1.02819087 1.22911052 1.453347672 1.71571741 1.95039863
#> 108 -0.36136443 -0.33584310 -0.31694315 -0.308938237 -0.30778243 -0.29779565
#> 109 -0.25028434 -0.30077541 -0.35646090 -0.426489763 -0.50983404 -0.54696317
#> 110 -0.07028454 -0.09098174 -0.11585616 -0.151498262 -0.19580977 -0.21045462
#> 111 0.35144755 0.35263292 0.35541553 0.355534288 0.35817347 0.40134569
#> 112 1.19689774 1.28118587 1.37591231 1.504341162 1.66485063 1.81457731
#> 113 3.51506753 3.76171432 4.04187663 4.364591784 4.74965098 5.11025857
#> 114 3.83636249 4.20008677 4.60084520 5.038702335 5.54321302 6.03656751
#> 115 -0.63034823 -0.75726524 -0.89184175 -1.049466030 -1.23306793 -1.41356562
#> 116 0.47344895 0.39893961 0.32912256 0.255131518 0.17760361 0.11912487
#> 117 4.88518916 5.39459383 5.96136545 6.604027203 7.35887048 8.09078820
#> 118 4.08053523 4.63417191 5.23666681 5.925279813 6.73251698 7.47690729
#> 119 3.85244238 4.29488177 4.78227751 5.323591668 5.95224960 6.56823437
#> 120 5.72200867 6.21160504 6.76499184 7.406936784 8.17167022 8.92995982
#> 121 4.52949467 4.97858367 5.47691816 6.025339306 6.65989181 7.28741455
#> 122 3.79785417 4.24829866 4.73926499 5.301833503 5.96294432 6.55440324
#> 123 1.02809857 1.03134581 1.04362309 1.056830442 1.07724341 1.08953240
#> 124 0.53861070 0.54915348 0.56457664 0.598460710 0.64898716 0.67384393
#> 125 0.03632293 -0.03608944 -0.10970372 -0.173670484 -0.23467184 -0.32157456
#> 126 0.30234354 0.27094768 0.24299841 0.218932391 0.19936126 0.16359455
#> 127 1.18559884 1.26393140 1.35243514 1.453224976 1.57323323 1.66291440
#> 128 1.82572739 2.09098344 2.37567613 2.695479113 3.06477969 3.38477826
#> 129 1.38229653 1.58817015 1.80976546 2.057458396 2.34223433 2.60041216
#> 130 1.40962882 1.63786824 1.88093159 2.145122887 2.44430277 2.70603810
#> 131 1.51242790 1.68865755 1.87878964 2.095380972 2.34704884 2.55630164
#> 132 1.52159674 1.66799915 1.82984090 1.986965351 2.15682885 2.33208564
#> 133 1.85576344 2.02627800 2.21648551 2.426134453 2.66850393 2.90312552
#> 134 2.00183726 2.02984092 2.07818227 2.171567187 2.31050886 2.41419889
#> 135 1.29901924 1.30639022 1.32792434 1.365262898 1.42431073 1.46465756
#> 136 1.26935972 1.27549664 1.29226005 1.335173077 1.40426459 1.44074317
#> 137 0.79832269 0.76885385 0.75055458 0.740068341 0.74273439 0.74102406
#> 138 1.32630703 1.40315180 1.49180317 1.586028507 1.69581112 1.78396330
#> 139 1.06024117 1.13232858 1.21645776 1.302052582 1.40069537 1.49870776
#> 0.0513 0.0478 0.0446 0.0416 0.0388 0.0362
#> 1 -0.27375118 -0.310760147 -0.37772479 -0.4206439 -0.47099068 -0.53060883
#> 2 0.79951032 0.842711588 0.79731273 0.7529037 0.71382220 0.68020363
#> 3 -0.19427247 -0.295725891 -0.39321794 -0.5356335 -0.67611474 -0.82197314
#> 4 0.02873277 -0.040729692 -0.35638587 -0.8349651 -1.29225492 -1.74006729
#> 5 -0.97888458 -1.029294039 -1.11869090 -1.2378630 -1.36275368 -1.49892422
#> 6 -0.91347620 -1.024959622 -1.08367839 -1.1281529 -1.18528581 -1.25501821
#> 7 -3.77789645 -4.108486132 -4.38579527 -4.7012639 -5.05190391 -5.44215162
#> 8 -1.88508535 -1.948240025 -1.82593581 -1.6559095 -1.50878984 -1.37506974
#> 9 -0.18151615 -0.206174231 -0.19859355 -0.1720353 -0.15049495 -0.13488190
#> 10 -1.74299232 -1.900675214 -1.94180775 -1.9480525 -1.97504486 -2.02413040
#> 11 -1.11441311 -1.061428762 -1.00806743 -0.9950725 -0.98953192 -0.99295673
#> 12 -1.61526854 -1.608623891 -1.63839827 -1.7222873 -1.81393950 -1.91592813
#> 13 -1.74652061 -1.861103133 -1.99059521 -2.1264294 -2.28184621 -2.45476214
#> 14 -1.42466837 -1.522841583 -1.66167053 -1.8265050 -2.00350779 -2.19298041
#> 15 -4.81784514 -5.166340580 -5.37267100 -5.5733841 -5.82341559 -6.12038902
#> 16 -0.89240736 -0.952624739 -1.01438601 -1.0751422 -1.14773377 -1.23387124
#> 17 0.07628883 0.024965980 -0.27995783 -0.7223480 -1.14755258 -1.56894674
#> 18 -0.56020738 -0.580346940 -0.41321694 -0.1918389 0.01841095 0.22596692
#> 19 1.02389762 0.986835876 0.79524271 0.5287379 0.27827081 0.03382284
#> 20 -1.96359291 -2.044484542 -2.06366292 -2.1131033 -2.17688787 -2.25199194
#> 21 -0.24902015 -0.162903578 -0.02529883 0.1384997 0.29677432 0.45448170
#> 22 -2.36928876 -2.507182373 -2.44569632 -2.3476555 -2.27594957 -2.22066133
#> 23 0.49385841 0.658244077 0.88233650 1.1162815 1.35252490 1.59247610
#> 24 -2.09590700 -2.223017618 -2.26368047 -2.2909625 -2.34257880 -2.41964770
#> 25 -2.69071898 -2.971032281 -3.21682696 -3.4900633 -3.78923810 -4.12124045
#> 26 -1.54776233 -1.697230663 -1.94407647 -2.2720293 -2.60866187 -2.96312566
#> 27 -4.79923366 -5.122047860 -5.50452796 -6.0130389 -6.55478035 -7.13751693
#> 28 1.14786191 1.257348994 1.31464418 1.3772745 1.45011804 1.53211935
#> 29 -0.71446109 -0.807958660 -0.72901021 -0.5504713 -0.39234968 -0.25295509
#> 30 -2.74380010 -2.890373991 -3.07874993 -3.3200016 -3.58494931 -3.87754475
#> 31 -4.10229016 -4.425621896 -4.72161864 -5.0956632 -5.50136534 -5.94318805
#> 32 -1.00989659 -1.146308434 -1.24326550 -1.3358476 -1.44005767 -1.55814587
#> 33 -0.54588790 -0.654586596 -0.72009108 -0.7664700 -0.82237973 -0.88869705
#> 34 -0.28345286 -0.368109526 -0.40374359 -0.4211628 -0.44586714 -0.47673970
#> 35 -3.07455703 -3.321116602 -3.43826987 -3.5473234 -3.68937222 -3.86592818
#> 36 -4.14828568 -4.482539758 -4.57057426 -4.6223252 -4.72032341 -4.86110185
#> 37 -3.83160513 -4.114656069 -4.15546948 -4.1624875 -4.21187084 -4.30034555
#> 38 -3.62592960 -3.914686097 -4.00075005 -4.0654761 -4.16850180 -4.30737323
#> 39 -4.75623069 -5.093073275 -5.21506515 -5.3192392 -5.47241926 -5.67207524
#> 40 -3.11580628 -3.351948399 -3.44365321 -3.5191085 -3.62804327 -3.76728249
#> 41 -6.19249774 -6.643653263 -6.98601756 -7.3798062 -7.82978318 -8.33712382
#> 42 -5.69294082 -6.103311316 -6.41873236 -6.7828124 -7.19829295 -7.66580884
#> 43 -1.93765968 -2.124892310 -2.32976415 -2.5892476 -2.86396743 -3.16036678
#> 44 -1.44352454 -1.634799475 -1.87733164 -2.1717457 -2.47728192 -2.80179163
#> 45 -2.19801362 -2.412345022 -2.61070397 -2.8441634 -3.09752140 -3.37654471
#> 46 -2.38223277 -2.643976608 -2.88175062 -3.1567519 -3.45317157 -3.77833803
#> 47 -2.29403245 -2.465578954 -2.60765203 -2.7957828 -2.99762242 -3.21341045
#> 48 -0.40324957 -0.415730530 -0.53154117 -0.7153139 -0.89106979 -1.06131970
#> 49 -0.11876715 -0.123474511 -0.22117813 -0.3729906 -0.51647239 -0.65163784
#> 50 -1.01659390 -1.145365147 -1.20594965 -1.2542156 -1.31216578 -1.37887921
#> 51 0.38981582 0.362634794 0.28947957 0.1777436 0.07643135 -0.01309210
#> 52 2.86296919 2.986736320 3.06167781 3.1513038 3.26827139 3.41191145
#> 53 -0.72344103 -0.795571972 -0.95681765 -1.1799415 -1.40278724 -1.62998229
#> 54 -2.19703582 -2.367634323 -2.71407865 -3.2033530 -3.69686643 -4.20063145
#> 55 -1.19520381 -1.296183573 -1.49131231 -1.7614868 -2.03358828 -2.31340292
#> 56 0.66753748 0.760679733 0.52035624 0.1005490 -0.29004271 -0.66731146
#> 57 -0.63372646 -0.686246025 -0.84356296 -1.0827453 -1.31761958 -1.56022858
#> 58 1.22119640 1.233687110 1.22400755 1.2124364 1.20983000 1.21263453
#> 59 -0.14137067 -0.177243365 -0.24420612 -0.3279482 -0.41272844 -0.50198011
#> 60 -4.82079253 -5.203846159 -5.40457212 -5.6215843 -5.88428225 -6.19345614
#> 61 1.25247285 1.314802434 1.18102934 0.9635892 0.76666220 0.58136295
#> 62 4.52241014 4.760814279 4.87196213 4.9706640 5.11500809 5.29690694
#> 63 1.30239680 1.487432642 1.67136313 1.8514479 2.04640416 2.25724226
#> 64 -0.95744905 -1.035636654 -1.06623488 -1.1322792 -1.20075548 -1.27158627
#> 65 0.81942293 0.896233721 1.04431574 1.2384833 1.43796062 1.64289264
#> 66 -0.29278434 -0.288311597 -0.30905648 -0.3273574 -0.34677525 -0.36598446
#> 67 0.30063969 0.302044759 0.30984694 0.3394258 0.37105115 0.40338367
#> 68 -0.06743881 0.005521499 0.13696440 0.3104636 0.47981780 0.65076816
#> 69 0.29567512 0.340562741 0.39787170 0.4928593 0.58855549 0.68442773
#> 70 0.48915395 0.552558453 0.66352292 0.8011451 0.94196364 1.08519634
#> 71 0.61892101 0.695047166 0.81137286 0.9481136 1.09023679 1.23970057
#> 72 1.92619517 2.161636440 2.37224338 2.6008835 2.84853050 3.11880954
#> 73 0.98310469 1.039953898 0.96275654 0.8313715 0.71724022 0.61657048
#> 74 1.20207880 1.301516755 1.46206544 1.6784878 1.90142191 2.13415484
#> 75 2.02378493 2.142308004 2.30906182 2.5398706 2.78328742 3.04123969
#> 76 1.11406109 1.166528783 1.24332193 1.3607675 1.48475812 1.61347367
#> 77 2.89325869 3.114415410 3.32216592 3.5667787 3.83580871 4.12820657
#> 78 0.88402622 0.891322949 0.81574008 0.7154573 0.62706065 0.54802811
#> 79 2.08135283 2.256214964 2.36731670 2.4827788 2.61871395 2.77618383
#> 80 1.38430527 1.407801734 1.46047966 1.5542138 1.65761077 1.77121476
#> 81 2.60070700 2.813319751 3.02036212 3.2439596 3.49038864 3.75573343
#> 82 4.98389879 5.338866686 5.51668919 5.6630373 5.86354940 6.11502507
#> 83 3.84295877 4.061297804 4.13627513 4.2053573 4.31369007 4.45811846
#> 84 3.04901416 3.264881172 3.30641121 3.2845716 3.30155803 3.35395853
#> 85 3.87142893 4.089206925 4.19984143 4.3130057 4.46447405 4.64637162
#> 86 2.06223070 2.232867108 2.36884900 2.4951450 2.64531165 2.81378915
#> 87 0.40952407 0.488828711 0.70547041 0.9927489 1.27470924 1.56236359
#> 88 -0.01940935 -0.001255543 0.09285568 0.2138879 0.33197067 0.45220787
#> 89 4.95804939 5.430169297 5.88676360 6.4255940 7.00172583 7.61882520
#> 90 2.27390763 2.515146326 2.71321856 2.8939640 3.09886887 3.32647842
#> 91 4.98725481 5.310025390 5.68549892 6.1319552 6.61317123 7.13332667
#> 92 -1.02122981 -0.976511937 -0.82037673 -0.6153200 -0.42827103 -0.25204270
#> 93 3.49489272 3.765640037 3.79847786 3.7848950 3.80795458 3.86114970
#> 94 5.15660355 5.652773270 5.89583151 6.1287605 6.40944183 6.73189774
#> 95 3.89597754 4.327648905 4.38072802 4.3504787 4.36615371 4.41893013
#> 96 1.94749240 2.052175769 2.26749875 2.5756107 2.88962542 3.21001825
#> 97 3.03386112 3.276469775 3.33921267 3.3656857 3.42582014 3.51695538
#> 98 -0.12633989 -0.103926435 -0.10101661 -0.1048907 -0.10604254 -0.10156018
#> 99 3.09329787 3.253548426 3.20167304 3.1386031 3.10155061 3.08093096
#> 100 3.41991654 3.645443127 3.63354389 3.6263455 3.64671085 3.68849109
#> 101 3.35185765 3.582755244 3.57399415 3.5463794 3.54836345 3.56849545
#> 102 3.05011100 3.306488410 3.32683334 3.3137407 3.33010577 3.36832521
#> 103 3.75621010 4.047791104 4.11542064 4.2003000 4.31419601 4.45521641
#> 104 2.46234049 2.598476883 2.67245157 2.7795706 2.90336804 3.04253154
#> 105 0.82040178 0.852774013 0.91070131 0.9981920 1.08852956 1.18269701
#> 106 1.29684840 1.357055979 1.65161177 2.0894578 2.52032387 2.95374158
#> 107 2.11977425 2.276518825 2.38185368 2.5399510 2.70870477 2.89178951
#> 108 -0.27807982 -0.274533092 -0.25036523 -0.1790575 -0.11841510 -0.06314437
#> 109 -0.52505846 -0.508468387 -0.48396385 -0.4543383 -0.43201624 -0.41808891
#> 110 -0.18842797 -0.174415396 -0.15964346 -0.1350518 -0.11549956 -0.10269283
#> 111 0.48534578 0.557487599 0.58182063 0.6105520 0.64041590 0.66773053
#> 112 1.93852119 2.060204945 2.36118621 2.7992723 3.23813719 3.68032577
#> 113 5.39327745 5.671238321 5.79583085 5.9376490 6.12592138 6.35355332
#> 114 6.45551959 6.864702263 7.07213567 7.2984497 7.58182929 7.91588900
#> 115 -1.57503244 -1.723538058 -1.75620672 -1.7782420 -1.81885515 -1.87624117
#> 116 0.08383593 0.062521991 0.15896824 0.2987684 0.43164631 0.55947387
#> 117 8.70572104 9.312871465 9.80792149 10.4236376 11.10482568 11.85002118
#> 118 8.05919820 8.610790353 8.90028388 9.2633389 9.69216432 10.18364578
#> 119 7.09387056 7.608335827 7.95169721 8.3661957 8.83789438 9.36771871
#> 120 9.58760062 10.240179334 10.80884792 11.5278139 12.31724923 13.17709160
#> 121 7.82904263 8.368298010 8.79171789 9.3067143 9.88321105 10.52202552
#> 122 6.99145856 7.400357126 7.60205188 7.8814478 8.21513894 8.60229402
#> 123 1.08287523 1.084009220 1.16966349 1.3102664 1.45100485 1.59440469
#> 124 0.66327387 0.651870441 0.73447300 0.8826154 1.02678205 1.16730268
#> 125 -0.43263661 -0.541272390 -0.51810064 -0.4355245 -0.36707450 -0.31206228
#> 126 0.10656398 0.054091431 0.06444149 0.1037578 0.13755121 0.16547695
#> 127 1.70163715 1.740401384 1.79067313 1.8742510 1.96733037 2.06822239
#> 128 3.60969876 3.823374303 4.00335008 4.2535426 4.52817864 4.82758504
#> 129 2.79895275 2.994467432 3.25745075 3.6195555 3.99547756 4.38916386
#> 130 2.89373531 3.074945451 3.26862043 3.5356249 3.82000240 4.12375137
#> 131 2.69127988 2.821024107 3.01267780 3.2972317 3.59442953 3.90645281
#> 132 2.48956347 2.658757182 2.90659704 3.2244655 3.55585759 3.90564968
#> 133 3.09965377 3.302293689 3.60520005 4.0155994 4.44105772 4.88719988
#> 134 2.45554850 2.496742601 2.55481209 2.6623999 2.78310195 2.91054325
#> 135 1.46738667 1.474578406 1.46911289 1.4761683 1.49153898 1.51203004
#> 136 1.42765761 1.411130380 1.43174542 1.5025741 1.57690499 1.65182766
#> 137 0.72276058 0.710936503 0.69409797 0.6770161 0.66240427 0.64628950
#> 138 1.82977607 1.879725873 1.97315320 2.1148477 2.26489221 2.42386446
#> 139 1.57801796 1.663037644 1.72935499 1.7983193 1.87911280 1.96763606
#> 0.0338 0.0315 0.0294 0.0274 0.0255
#> 1 -0.649701271 -0.864367797 -0.93851628 -0.98154051 -1.01417966
#> 2 0.667829871 0.693932135 0.72211278 0.73712694 0.68464773
#> 3 -0.975206201 -1.030813380 -1.13437155 -1.23373298 -1.30503149
#> 4 -2.140398316 -2.251708252 -2.42919705 -2.63498792 -2.86770262
#> 5 -1.672336583 -1.794378495 -1.81818490 -1.82662482 -1.83488845
#> 6 -1.370806307 -1.574146861 -1.67601544 -1.76040331 -1.83030062
#> 7 -5.905817301 -6.275404831 -6.45157795 -6.60543620 -6.79916803
#> 8 -1.250180082 -1.249256617 -1.23254341 -1.22264112 -1.23972867
#> 9 -0.147901531 -0.233961639 -0.27498638 -0.30436286 -0.36238225
#> 10 -2.125157200 -2.221838314 -2.19266590 -2.13374504 -2.09184511
#> 11 -1.058162727 -1.298468200 -1.52121867 -1.73299939 -1.93785670
#> 12 -2.029045199 -2.086951007 -2.11696466 -2.15722293 -2.24042513
#> 13 -2.755233127 -3.336897110 -3.66180449 -3.93037247 -4.19788227
#> 14 -2.363935772 -2.382683470 -2.37484720 -2.38651225 -2.40606744
#> 15 -6.477403203 -6.742121666 -6.81123487 -6.86549274 -7.00306592
#> 16 -1.326880166 -1.361456534 -1.37399015 -1.39401315 -1.46821097
#> 17 -2.045495203 -2.515179908 -2.86854711 -3.20053430 -3.53023604
#> 18 0.455039063 0.608188924 0.67313209 0.72627253 0.76086986
#> 19 -0.214033007 -0.369915888 -0.53951968 -0.70796233 -0.85116973
#> 20 -2.317775642 -2.353096627 -2.41451280 -2.49465075 -2.53310479
#> 21 0.504389332 0.063662630 -0.25029650 -0.52306420 -0.77681202
#> 22 -2.103201186 -1.848931972 -1.68275221 -1.55724082 -1.41946704
#> 23 1.882048127 2.205376110 2.33963193 2.43426409 2.55114095
#> 24 -2.558189917 -2.745618546 -2.82846610 -2.89220094 -3.00208969
#> 25 -4.536654722 -4.897632491 -5.07106679 -5.20938358 -5.36626531
#> 26 -3.341473545 -3.556635706 -3.71531528 -3.87636727 -4.04650628
#> 27 -7.859803595 -8.661219643 -9.19661643 -9.68946549 -10.18198580
#> 28 1.627509771 1.678017040 1.66925814 1.65225283 1.59835580
#> 29 -0.164823057 -0.156335653 -0.03858172 0.11228024 0.22529370
#> 30 -4.137317705 -4.054648086 -3.99185693 -3.96534746 -4.00688224
#> 31 -6.441478138 -6.828722077 -7.06926897 -7.30095665 -7.54461996
#> 32 -1.695873225 -1.777650901 -1.78669469 -1.78764033 -1.77523659
#> 33 -1.021841314 -1.298036276 -1.43998850 -1.54860397 -1.63870725
#> 34 -0.487223082 -0.415040630 -0.36581595 -0.32780762 -0.27069051
#> 35 -4.114490457 -4.369342617 -4.48297260 -4.57064233 -4.67767942
#> 36 -5.073171733 -5.305715345 -5.38455114 -5.43814672 -5.49543433
#> 37 -4.470758254 -4.734646147 -4.85169042 -4.93969659 -5.02073320
#> 38 -4.513155323 -4.755900855 -4.85561001 -4.93094701 -4.99451537
#> 39 -5.958913879 -6.278608326 -6.39743719 -6.48753996 -6.57440749
#> 40 -3.952385217 -4.152933425 -4.23738965 -4.31044033 -4.38585294
#> 41 -8.963155737 -9.566478748 -9.88023879 -10.15795482 -10.48088658
#> 42 -8.216270287 -8.669250448 -8.89529032 -9.10143188 -9.33086258
#> 43 -3.511069958 -3.806369900 -3.99084957 -4.16010069 -4.33115941
#> 44 -3.182208343 -3.505250195 -3.69754784 -3.87025191 -4.06543076
#> 45 -3.706458520 -3.949178797 -4.06579709 -4.16692567 -4.28005572
#> 46 -4.199031219 -4.630795193 -4.85895634 -5.04688638 -5.24495192
#> 47 -3.450410710 -3.663416768 -3.77872266 -3.89152342 -3.95385164
#> 48 -1.169691856 -1.072421460 -1.01154711 -0.98695244 -0.95659676
#> 49 -0.798161726 -1.040006407 -1.21168175 -1.38323233 -1.52375452
#> 50 -1.474837048 -1.623466020 -1.66383352 -1.68812663 -1.73720276
#> 51 -0.116178476 -0.352848699 -0.55446280 -0.74724212 -0.91711125
#> 52 3.603446061 3.803107229 3.90257628 3.99610105 4.06611342
#> 53 -1.818500032 -1.739888624 -1.69244058 -1.66516155 -1.62774027
#> 54 -4.722339467 -5.100493668 -5.40203999 -5.70832791 -5.98031164
#> 55 -2.559327509 -2.522893552 -2.49331671 -2.48446511 -2.48530739
#> 56 -1.055474981 -1.338078990 -1.64133693 -1.95039846 -2.23464287
#> 57 -1.876189012 -2.202682192 -2.41268891 -2.58950287 -2.72555980
#> 58 1.243207953 1.350130327 1.36744100 1.37161191 1.33162652
#> 59 -0.588562869 -0.604309203 -0.60689654 -0.61671614 -0.64815698
#> 60 -6.581613539 -6.922641074 -7.07678572 -7.20650420 -7.35873712
#> 61 0.437015113 0.488971117 0.46589526 0.41883576 0.33757166
#> 62 5.557952875 5.943289080 6.10577569 6.24927085 6.35208861
#> 63 2.511095182 2.761392825 2.87688634 2.96931861 3.04181682
#> 64 -1.315402480 -1.277934740 -1.29943620 -1.33772165 -1.42823100
#> 65 1.850557858 2.013026918 2.17244837 2.33897214 2.49509944
#> 66 -0.390924906 -0.461632811 -0.46917233 -0.47591181 -0.49483155
#> 67 0.402137268 0.282751159 0.24543841 0.22895240 0.19469766
#> 68 0.817266076 0.857215813 0.92320912 0.98814674 1.08489411
#> 69 0.735546320 0.638545962 0.66247698 0.71344025 0.80615076
#> 70 1.214278981 1.256758688 1.29290559 1.33891860 1.36015445
#> 71 1.397502513 1.464345360 1.49637186 1.52351983 1.53957476
#> 72 3.487855363 3.952402493 4.22319712 4.44544794 4.71103518
#> 73 0.591797736 0.770968997 0.83100322 0.85216298 0.84222632
#> 74 2.351691932 2.391543721 2.45075973 2.52469189 2.63980200
#> 75 3.266287260 3.237250928 3.23682581 3.26405668 3.32892039
#> 76 1.694954927 1.603414788 1.59485400 1.61788234 1.68721446
#> 77 4.449612490 4.694014401 4.83527541 4.97070279 5.13871324
#> 78 0.526941298 0.673050928 0.75514226 0.81089416 0.88984232
#> 79 2.993025032 3.222583424 3.33030617 3.41003294 3.53620918
#> 80 1.881017896 1.917558148 1.97866840 2.05621132 2.18128318
#> 81 4.041297829 4.267155166 4.35174782 4.42988045 4.53050631
#> 82 6.534145006 7.188341315 7.46714626 7.67518305 7.89715426
#> 83 4.640061146 4.762281419 4.78624590 4.80839986 4.85776493
#> 84 3.509567049 3.788578958 3.83037038 3.82283360 3.81574372
#> 85 4.797492302 4.753065775 4.69207483 4.66502377 4.64995269
#> 86 2.876429080 2.541206051 2.31055069 2.14213509 1.99444751
#> 87 1.875332903 2.044240969 2.10200453 2.14727079 2.17538689
#> 88 0.535143584 0.389819503 0.26155580 0.15272577 0.04256311
#> 89 8.297722320 8.788952037 9.00884750 9.20741456 9.41072051
#> 90 3.642692482 4.055010942 4.16939470 4.23810579 4.28655666
#> 91 7.836274137 8.775855493 9.20162944 9.55063451 9.85452816
#> 92 0.005060182 0.517768799 0.91223391 1.25760997 1.59318658
#> 93 4.009707191 4.337941657 4.46052144 4.53190405 4.60379003
#> 94 7.140573876 7.592244877 7.78298517 7.92790995 8.06542054
#> 95 4.557816482 4.832786424 4.92770456 4.96680057 4.97695400
#> 96 3.464130718 3.415843998 3.41831516 3.46467051 3.52105486
#> 97 3.694123243 3.953961564 4.02524168 4.05261784 4.09925203
#> 98 -0.053135254 0.051708471 0.13956977 0.20265222 0.23920444
#> 99 3.085796705 3.225023454 3.29479416 3.36038182 3.41075204
#> 100 3.748428836 3.837034365 3.89093664 3.94224610 3.98194918
#> 101 3.601286034 3.717498500 3.75863936 3.79783699 3.81934777
#> 102 3.490283037 3.844747334 4.00688810 4.12598843 4.23275428
#> 103 4.678029435 5.034652618 5.23939636 5.40703053 5.56952481
#> 104 3.219139555 3.425895421 3.54718934 3.65568864 3.73958700
#> 105 1.314816977 1.508948178 1.62109618 1.71599033 1.74921851
#> 106 3.323797875 3.298705363 3.30666617 3.35833841 3.35957899
#> 107 3.138317856 3.459649395 3.69289423 3.89748609 4.08444594
#> 108 0.024086737 0.172056235 0.30584721 0.41962676 0.58595490
#> 109 -0.388593421 -0.285731505 -0.23951277 -0.21055341 -0.15601321
#> 110 -0.080385490 -0.004600233 0.02814994 0.04889835 0.10135052
#> 111 0.724347826 0.896175661 0.97253621 1.02715681 1.07795271
#> 112 4.096203944 4.320833006 4.52895207 4.76439002 4.99353043
#> 113 6.620732207 6.833899315 6.86594088 6.89627733 6.91477931
#> 114 8.384482147 8.990191781 9.23422376 9.42614774 9.60279568
#> 115 -1.918701845 -1.842715950 -1.78414113 -1.74014259 -1.69672710
#> 116 0.732294567 1.034558431 1.22056338 1.38443186 1.52858844
#> 117 12.769460821 13.792764294 14.35236076 14.85072151 15.34774254
#> 118 10.790240943 11.405398111 11.76331502 12.08871586 12.41779274
#> 119 10.070758552 10.916268345 11.36730906 11.75044385 12.13798810
#> 120 14.170222362 15.082593082 15.56704444 16.01977836 16.51402123
#> 121 11.349551973 12.313232950 12.80303344 13.22067449 13.64733943
#> 122 9.051545215 9.389905642 9.58506557 9.77627921 9.97456877
#> 123 1.771591613 1.994409194 2.12536674 2.24475137 2.36759453
#> 124 1.305382107 1.448397141 1.59134049 1.74237020 1.90962932
#> 125 -0.296331831 -0.327170704 -0.28097403 -0.21051228 -0.11521215
#> 126 0.181007387 0.193757999 0.21775880 0.24884670 0.29553548
#> 127 2.196603637 2.371020753 2.47006366 2.56189356 2.66176181
#> 128 5.163869457 5.434248950 5.61253822 5.78533310 5.98379615
#> 129 4.836284459 5.251096577 5.53820099 5.80919964 6.11985314
#> 130 4.464224066 4.734662910 4.90781846 5.07135167 5.26228211
#> 131 4.239960294 4.493253375 4.68000830 4.86935645 5.08418254
#> 132 4.366403280 4.938891758 5.24347518 5.49646718 5.76920973
#> 133 5.401773407 5.885682370 6.18341799 6.45923822 6.77036265
#> 134 2.966063675 2.834805600 2.75920854 2.73520676 2.72166048
#> 135 1.514150423 1.471581261 1.41861083 1.38030343 1.36089618
#> 136 1.703985723 1.726610850 1.76626225 1.82834062 1.89090381
#> 137 0.610729880 0.565815114 0.50627047 0.45524763 0.40941188
#> 138 2.586545131 2.668885618 2.69268148 2.72081640 2.76108310
#> 139 2.071509324 2.176972393 2.17672527 2.16634417 2.16003622
#> 0.0238 0.0222 0.0207 0.0193 0.0180 0.0168
#> 1 -1.09194698 -1.1798690 -1.87293742 -1.7047381 -2.44598069 -55.5046586
#> 2 0.60789014 0.5387438 -0.20431834 -0.2447046 1.11292575 -1.9610172
#> 3 -1.11685619 -0.9688308 -0.57407885 -0.5668406 1.43747726 -1.5398083
#> 4 -3.08777248 -3.2531976 -7.02824899 -7.2220396 -14.76050763 -312.9464932
#> 5 -1.73767408 -1.6503075 -4.53858933 -4.9094913 -2.83598478 -12.1065912
#> 6 -1.79118193 -1.8201456 -1.10550169 -1.2329520 -0.37914555 -5.2955656
#> 7 -7.00690389 -7.2554402 -10.49597437 -10.4588065 -13.57742976 -209.5561264
#> 8 -1.23477571 -1.2942871 -2.25308031 -2.1720374 -1.79410641 -2.5072075
#> 9 -0.39661867 -0.4892612 0.19624835 0.2366514 -2.04891274 -30.9919317
#> 10 -2.10039943 -2.1149850 -2.36945840 -2.2874654 -6.13343315 -168.3732016
#> 11 -2.29253118 -2.6109783 -2.32711579 -2.2526658 -4.22879915 -3.0249584
#> 12 -2.41161714 -2.5351831 -2.92071631 -2.7185959 -3.03967738 -18.8243039
#> 13 -4.77885192 -5.2983486 -7.43133098 -7.1189315 -8.46295036 -27.2074041
#> 14 -2.58694903 -2.6898025 -1.25719779 -1.2732260 -1.53259865 -33.5871537
#> 15 -6.99513971 -7.0611390 -10.76660854 -10.8307892 -15.80366452 -227.6679355
#> 16 -1.60208457 -1.7323198 -1.57072816 -1.7562671 -4.33186997 -62.1333508
#> 17 -3.80226241 -4.0921615 -8.94879112 -9.3972194 -17.94460857 -284.9292971
#> 18 0.60474100 0.4524329 -0.32642718 -0.2459480 -0.92553561 -26.8049837
#> 19 -0.82843072 -0.8628762 -2.55966929 -2.6273669 -2.01714968 -1.7196320
#> 20 -2.71539638 -2.8339342 -2.58220413 -2.6556529 -9.06048813 -150.1785327
#> 21 -1.00116161 -1.2931103 -2.13512456 -2.3702931 -2.75014100 -35.5881703
#> 22 -1.37678648 -1.2699508 0.10160050 -0.1767164 -2.06301102 -82.0797206
#> 23 2.68063431 2.8081373 2.29314590 2.1854652 2.69765401 -1.1202449
#> 24 -3.20961694 -3.4462553 -4.97497250 -5.0236553 -3.06989300 -17.0209442
#> 25 -5.32417039 -5.3721684 -8.41353445 -8.4352234 -11.34710917 -143.4296655
#> 26 -4.10525699 -4.2087340 -6.41706579 -6.5900177 -12.03768848 -183.6067163
#> 27 -10.65038949 -11.1747108 -14.06717292 -14.2707049 -21.93838117 -319.5286552
#> 28 1.45865481 1.3502596 0.82063840 0.5616110 -1.12920404 -15.6819181
#> 29 0.26258322 0.2525095 -0.80066940 -0.9198490 -3.16015171 -19.7127406
#> 30 -3.93538771 -3.8529051 -6.77910346 -6.7287546 -8.04673614 -75.5655061
#> 31 -7.59346902 -7.7406032 -11.83787443 -11.9701168 -19.24436957 -238.7147846
#> 32 -1.67358943 -1.6265052 -1.90820640 -1.7023003 -2.45386080 -37.7414375
#> 33 -1.73289885 -1.8779866 -3.45287635 -3.5818754 -7.30087155 -109.9487161
#> 34 -0.22939885 -0.1872186 0.04479973 0.1330296 0.52905970 2.2289912
#> 35 -4.72732545 -4.8494545 -7.87318845 -7.8167428 -11.10344449 -180.4809329
#> 36 -5.53734686 -5.6378258 -6.61290020 -6.4538335 -8.02761476 -140.9986837
#> 37 -5.16042310 -5.3586833 -7.45387394 -7.4673292 -10.70837505 -168.5845662
#> 38 -5.11217454 -5.2687182 -5.36790512 -5.1635509 -5.21423845 -94.4915590
#> 39 -6.76481252 -6.9836812 -8.70974727 -8.7291668 -10.00262935 -164.6734486
#> 40 -4.54416409 -4.7280339 -5.72498074 -5.6885765 -5.50172238 -78.1913132
#> 41 -10.75143742 -11.1077957 -16.41612932 -16.2615747 -21.26770237 -257.3430639
#> 42 -9.47844508 -9.6807194 -9.82735562 -9.5204698 -9.72703060 -66.3961738
#> 43 -4.21450901 -4.2136882 -7.62012254 -7.7251000 -18.54740776 -269.9576105
#> 44 -3.98441328 -4.0436201 -8.41008617 -8.4308049 -17.32002850 -246.7208968
#> 45 -4.18995076 -4.2093325 -7.02922496 -6.9137023 -15.79818923 -214.8537354
#> 46 -5.07687923 -5.0795476 -8.85895624 -8.7038998 -17.30953525 -230.8554214
#> 47 -4.07707515 -4.1751958 -3.83765995 -3.8292581 -7.98764964 -182.5532916
#> 48 -1.00039156 -0.9488721 -0.35591164 -0.4967760 -1.99270805 -93.7328011
#> 49 -1.66010672 -1.7775109 -3.37287483 -3.6259873 -10.34708400 -208.6207320
#> 50 -1.78521599 -1.8683674 -2.68528960 -2.5934619 -3.25807472 -93.3706460
#> 51 -1.18351047 -1.3940300 -2.21137830 -2.7287936 -9.13667798 -171.0124741
#> 52 3.87945413 3.7879501 3.44792108 3.3465272 1.48258376 -48.9019163
#> 53 -1.53948377 -1.3906908 -0.94215380 -1.3138447 -1.90474829 -2.4516439
#> 54 -6.31062072 -6.5794786 -8.94156310 -9.4376138 -15.26644514 -203.1851364
#> 55 -2.41175117 -2.3036395 -2.99053352 -2.8627978 -2.60135403 -81.2339133
#> 56 -2.66457668 -3.0170932 -2.52379240 -2.6454753 -8.34033685 -178.6273931
#> 57 -2.79258661 -2.8871985 -5.73651825 -5.7873540 -14.66470876 -200.8255055
#> 58 1.30778870 1.2975364 1.04270898 1.0719626 0.05534394 -3.0120429
#> 59 -0.77886255 -0.8915182 -2.02126862 -2.0251227 -7.08220028 -107.2570945
#> 60 -7.34043957 -7.4115258 -9.05359189 -8.9533620 -11.29820228 -200.5360133
#> 61 0.23984278 0.1939073 0.87039264 0.9553222 -0.05344760 1.8931340
#> 62 6.55485084 6.7842056 4.47849271 3.8893978 1.14514507 6.3469353
#> 63 3.13803290 3.2923361 2.88425839 2.5860178 4.00909624 84.4856067
#> 64 -1.63238087 -1.8142831 -1.69520070 -1.5283217 -0.34389813 2.1906752
#> 65 2.49641634 2.5292435 0.51802194 0.6786235 3.07613614 63.7280432
#> 66 -0.41609123 -0.3526692 -0.38448320 -0.3834671 -0.07520237 7.5166886
#> 67 0.50151897 0.7039530 1.08474215 1.1684160 3.00171757 2.3021432
#> 68 1.17420883 1.2805750 3.45417808 3.6769522 6.00496124 108.4385737
#> 69 0.93517493 1.0392737 1.44893926 1.7358640 3.44450639 27.1464438
#> 70 1.52528540 1.6350303 2.68252248 2.8361293 6.34204302 146.9232396
#> 71 1.54051557 1.5387582 2.00130581 1.8745639 2.87404694 53.6496306
#> 72 4.72615331 4.8831032 11.49819679 12.0152382 21.12356747 325.4351155
#> 73 0.97669020 1.1218718 0.45290505 0.5022723 2.50760207 2.6450760
#> 74 2.59885010 2.5866097 6.73515653 7.2143962 12.39672414 144.7239223
#> 75 3.28759240 3.2457402 3.94191597 4.1222668 5.52968494 111.0630366
#> 76 1.80621423 1.9034354 2.66570358 2.7202110 2.25801722 23.0426339
#> 77 5.14746134 5.2273806 7.32183592 7.4988172 10.03019031 139.8715067
#> 78 0.99082712 1.1495242 2.78244503 2.9308979 5.19918555 33.2539264
#> 79 3.48105264 3.5207708 5.15953875 5.1563300 8.30448167 96.1729747
#> 80 2.16635092 2.2069365 4.24936526 4.4474768 6.59662383 74.8433241
#> 81 4.68183132 4.8263016 7.70524194 7.8086990 11.70486945 168.7003357
#> 82 8.14266598 8.5186746 11.53802809 11.4661124 15.52697864 107.0463429
#> 83 4.74962426 4.7064493 5.61034469 5.8733732 7.48314998 107.5013026
#> 84 3.83977165 3.9155484 6.03034491 5.9110015 8.16369851 96.1066087
#> 85 5.18329018 5.6533230 8.60611347 8.4868838 11.66789926 232.0157217
#> 86 1.77758170 1.5560313 1.58729454 1.9338645 1.63346519 69.7263320
#> 87 2.43896176 2.7033125 1.14346454 1.0104934 1.48625865 3.6232671
#> 88 0.12232564 0.1864347 0.89430314 1.1272868 1.52298470 38.9119993
#> 89 9.47850939 9.6541252 12.52735737 13.0118412 18.30638010 265.2069053
#> 90 4.37540987 4.5661681 8.55332614 9.0593160 13.00704941 83.9365555
#> 91 9.83688501 9.9738842 14.80070546 15.1464560 30.46942505 565.4296437
#> 92 2.08917856 2.6912629 6.36755526 6.4801561 17.08021210 409.7154497
#> 93 4.68625219 4.8281607 6.47622970 6.1754502 9.03327034 108.7811063
#> 94 8.13003783 8.3158489 10.88302348 10.6179135 17.67892642 346.3980431
#> 95 4.91562336 4.9898164 7.96860953 7.4661531 10.19276009 207.4540042
#> 96 3.98796619 4.2983329 2.38304820 1.9210404 1.38907572 145.0680730
#> 97 3.92936082 3.8703339 5.32358772 5.2780090 11.07074920 167.8488470
#> 98 0.22917510 0.2654018 0.27822169 0.2942461 1.36751518 2.1536696
#> 99 3.18162472 3.0504932 3.71538710 3.9353961 4.89046888 52.3764379
#> 100 3.82794029 3.7694111 5.04842151 5.1313708 6.46515552 78.3236124
#> 101 3.62137917 3.4983718 3.99428311 4.0940872 2.74732727 23.4911881
#> 102 4.17754803 4.2395557 6.26755911 6.5508333 8.10331113 88.3142100
#> 103 5.55111009 5.6741243 7.86320645 8.0358694 11.92776177 173.8722973
#> 104 3.76197392 3.8102117 3.41343002 3.2565359 4.25632860 99.9917655
#> 105 1.66568390 1.5879601 0.69984424 0.7324678 0.50892921 8.5420455
#> 106 2.86664245 2.4301052 3.51352601 3.6407423 8.94367297 187.0179324
#> 107 4.30181193 4.5826654 4.27320447 4.2285379 10.16287272 188.8448658
#> 108 0.73801664 0.9104125 1.80224315 2.1615105 6.96191385 72.5540714
#> 109 -0.23728248 -0.3064302 0.77345829 0.8861519 2.27060566 7.7163491
#> 110 0.16177290 0.1928188 -0.65784897 -0.7439556 -0.79285699 0.8087782
#> 111 1.09956721 1.1076676 1.32900939 1.4460676 3.28695093 56.5533951
#> 112 4.95951932 4.9483334 8.28052226 8.5168490 10.29199122 205.2067778
#> 113 6.75220696 6.6230109 7.95785008 8.1085935 15.96883820 241.3927449
#> 114 9.94307754 10.2911290 11.49603960 11.2168792 14.86359650 214.1104953
#> 115 -1.71914336 -1.7145754 -1.94227132 -1.9634513 -0.80426830 1.1867911
#> 116 1.64216622 1.7903728 3.23266178 3.3632596 8.79450481 193.0570465
#> 117 15.61393900 16.0012780 21.83190682 22.1023062 38.18077431 576.5411060
#> 118 12.55662978 12.8469225 17.28085556 17.2053902 25.98383511 452.3563631
#> 119 12.02282555 12.1340774 18.47618461 18.5560530 28.94924814 429.1206450
#> 120 16.61601222 16.8606000 24.37462057 24.8548933 39.77093829 609.6606044
#> 121 13.76674644 14.0497814 19.87917811 20.0424120 33.24319160 489.7600030
#> 122 9.88702889 9.9239862 14.32931544 14.3498016 18.67645288 298.5805623
#> 123 2.22343290 2.1537755 4.96380838 5.1153443 6.78825419 177.9556520
#> 124 1.99436871 2.0916645 2.90009466 3.1501778 3.56738675 44.0776744
#> 125 0.05389484 0.1873713 0.58716406 0.8453951 0.62297013 0.2805311
#> 126 0.29715703 0.3039279 0.38112438 0.3676504 -0.90291294 14.6962617
#> 127 2.83644283 3.0049218 3.36474302 3.3474224 3.87858935 76.9580138
#> 128 6.04318291 6.1456781 9.06825809 9.0740669 12.32827765 169.0345013
#> 129 6.23482253 6.4027953 8.60811906 8.6433844 12.30496518 164.0147340
#> 130 5.50822809 5.7518476 7.38984265 7.1663007 8.87731530 132.8266359
#> 131 5.24325932 5.4119027 8.24874530 8.2767048 12.63239649 176.1096945
#> 132 5.84835817 5.9985597 10.42353334 10.4647855 16.79306114 231.9043660
#> 133 6.85683001 7.0087294 9.45524281 9.5194215 13.92894499 157.6740588
#> 134 2.60688659 2.4732445 1.62289382 1.5354156 3.14071180 2.4556288
#> 135 1.21204251 1.0939357 4.39917819 4.7581840 11.34647169 162.3167008
#> 136 1.91916126 1.9498935 3.70614838 3.8735275 7.28734970 59.3058493
#> 137 0.48341926 0.5397029 -0.20421602 -0.2179514 0.95142559 0.9995768
#> 138 2.85026365 2.9054446 4.27729733 4.1113219 5.17498227 76.2838198
#> 139 2.31640230 2.3934734 1.42350348 1.2921814 0.91546787 4.1167682
#>
#> $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 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $X
#> V1 V10 V11 V12 V13
#> [1,] -0.35165591 0.039639310 -0.587801643 -0.69979694 -0.34279665
#> [2,] -0.80677854 -0.603001137 -1.149779155 -0.39342444 -1.79176398
#> [3,] 2.20613330 1.821126642 1.375259915 1.07118557 1.08077497
#> [4,] 0.03974956 0.743736518 0.476713452 1.29386607 2.55302172
#> [5,] 0.18083758 1.103372376 -0.451167001 -1.39025595 -1.55967525
#> [6,] -0.51550005 -1.371590007 -1.211534926 -1.09285045 -1.02848129
#> [7,] -1.08440335 -1.219086193 -1.450066590 -1.13768545 -0.91702226
#> [8,] -0.90235429 -0.621210547 -0.983038575 -0.97403770 -0.59957567
#> [9,] -0.69754911 0.046467839 -0.563871282 -0.46142419 0.21308761
#> [10,] 0.09436428 -0.915596018 0.081476521 0.84177982 0.03743383
#> [11,] 0.34013050 0.647378387 -0.032771655 -0.21034819 -0.17913529
#> [12,] -0.38806572 -0.662181721 -0.874965976 -0.68559919 0.56157343
#> [13,] -0.81132977 -0.134108815 -0.705909554 -0.46814944 0.31890314
#> [14,] -0.73851014 -1.005125620 -1.258623701 -1.41715695 -1.17732847
#> [15,] 0.07160814 -0.909526214 -1.510278466 -1.52924445 -1.33252458
#> [16,] -0.34710468 -0.729708285 -1.180657041 -1.17803695 -1.07221837
#> [17,] -0.45633411 -1.096931398 -0.532993397 0.71549457 1.29593321
#> [18,] -0.80677854 0.462249380 0.776228940 0.57052807 -0.20594189
#> [19,] -0.40171940 0.351475466 0.182601595 0.89035107 0.83387206
#> [20,] -0.16960685 -1.266885896 -0.336918825 -0.06313994 0.12843519
#> [21,] 0.74974087 -0.599966235 -0.973775209 -0.10722769 -0.50575256
#> [22,] 0.15353022 -0.980087680 -0.465833996 0.02727731 0.06212412
#> [23,] -0.32434855 -0.368554976 -0.033543602 -0.54810519 -0.85847100
#> [24,] -0.83408590 -0.554442709 -0.824017466 -1.67794720 -1.46726302
#> [25,] 0.25365720 -0.864002688 -0.691242559 -1.49188195 -1.13218051
#> [26,] -0.70210033 -1.201635508 -0.940581483 -1.49337645 -1.08068362
#> [27,] -0.30159242 -1.131074043 -1.159042521 -0.43601769 -0.87892867
#> [28,] 0.59499917 0.088956464 0.068353419 0.60789057 0.25611926
#> [29,] -0.72030524 -0.906491312 -0.175581874 0.89782357 -0.04157510
#> [30,] 0.34468172 -0.894351705 -0.997705570 -1.15038870 -0.33433140
#> [31,] -0.66569052 -0.878418471 -1.250904230 -1.25126745 -1.05669876
#> [32,] -0.86594448 -0.941392683 -0.814754100 -0.49056694 0.04589907
#> [33,] -0.66113930 -0.862485237 -0.714400973 -0.77975269 -0.44931761
#> [34,] -0.57011477 -0.420907031 -0.354673609 -0.30151269 -0.33503684
#> [35,] -0.27883628 -0.904973862 -0.622539264 -1.29909145 -1.21824381
#> [36,] -0.23787525 -0.460360754 -0.716716814 -1.17355345 -1.48560438
#> [37,] -0.67024175 -0.436840266 -0.647241572 -1.05997145 -1.29372555
#> [38,] -0.64748562 -0.114381954 -0.613275898 -1.05100445 -1.07715643
#> [39,] -0.87049571 -0.662940446 -1.231605551 -1.05922420 -1.18649915
#> [40,] -0.95696901 -0.666734074 -1.074900284 -1.20269620 -1.45879778
#> [41,] -0.93876410 -0.880694648 -1.606771858 -0.72071994 -0.90785158
#> [42,] -0.46088534 -1.202394234 -1.423820387 -0.49654494 -1.18791002
#> [43,] -0.27883628 -0.823790240 -0.901212179 -1.05847695 -1.08068362
#> [44,] -0.96607146 -0.720603580 -1.106550116 -1.26397070 -1.27256245
#> [45,] -1.09805702 -0.888281902 -1.106550116 -0.95162020 -0.79357081
#> [46,] -0.31524609 -0.732743187 -1.009284777 -1.00093870 -1.01084537
#> [47,] -0.76581750 -0.775990537 -1.079531966 -1.50757420 -0.83095896
#> [48,] -0.34255345 -0.522576240 -1.179113146 -1.68093620 -1.03694653
#> [49,] -0.21056789 -1.298752365 -1.385994978 -0.84924694 -0.31740092
#> [50,] -0.77036873 -1.263850994 -0.976091051 -0.82682944 -0.36819237
#> [51,] 0.59955040 0.151930675 0.001965966 0.60116532 0.77814255
#> [52,] -0.27428506 -0.213774986 1.318907774 1.19149282 0.88113633
#> [53,] 0.39929644 1.271809424 0.518398598 -1.59276070 -0.03169898
#> [54,] -0.40627062 -0.191771949 -0.178669663 -0.74388469 -0.52832654
#> [55,] -0.01486516 -0.190254498 -0.003437664 -1.20493795 -0.68775528
#> [56,] -0.68844665 1.688349690 0.497556025 -0.98001570 0.40567188
#> [57,] -0.11044091 0.104889698 0.218111163 0.52644032 2.01618426
#> [58,] 0.82711172 -0.493744673 0.248989048 0.55334132 1.28464622
#> [59,] -1.14812051 -0.477052714 -1.062549129 -0.20063394 -0.19747665
#> [60,] 0.06250569 -0.692530739 -1.102690380 -1.28862995 -1.74379428
#> [61,] -0.34710468 -1.350345694 -0.092211584 0.07211231 -0.67294110
#> [62,] 1.60082019 1.167105313 2.389598447 2.00748983 1.69521048
#> [63,] 1.40966869 0.222492141 0.646541822 1.29909682 1.74741281
#> [64,] -0.52460251 -0.549890356 0.462046457 1.67048008 2.08320077
#> [65,] -0.73395892 -0.798752300 0.100003252 1.09808657 0.76544468
#> [66,] 0.24455474 -1.415596082 -1.137428001 -0.58621494 -0.55583858
#> [67,] 1.46428340 -1.295717463 -0.608644216 -0.37025969 -0.32163354
#> [68,] -0.06037742 -0.845034552 -0.956020425 -1.25425645 -1.41576613
#> [69,] -0.30614364 -1.041544441 -0.961424055 -0.58098419 -0.00983044
#> [70,] 0.80435558 -0.291164981 0.330815444 0.60116532 0.90864837
#> [71,] 0.02609588 -0.221362241 -0.289830050 0.26191382 0.38874139
#> [72,] -0.74306137 -0.197083027 0.089195992 0.33962782 0.66879983
#> [73,] 0.62230653 -0.063547349 -0.047438650 0.37848482 0.85644604
#> [74,] -0.83408590 -0.253228709 -0.109966368 0.43901207 1.00176604
#> [75,] -0.22422157 0.127651461 0.193408855 0.44125382 0.09527965
#> [76,] 0.39019399 -0.466430558 -0.294461733 -0.27236994 0.09810140
#> [77,] -0.07403110 -0.034715783 0.401062634 0.84551607 0.55451906
#> [78,] 0.31282314 -0.417872130 -0.433412217 -0.09601894 0.15735810
#> [79,] -0.52460251 -0.212257535 -0.159370985 0.03699156 0.25753013
#> [80,] -0.12864581 0.358303995 0.374044484 0.33066082 0.43530023
#> [81,] 0.50397465 0.500185652 0.983882718 1.05773507 0.78942954
#> [82,] 1.99222566 1.613994597 1.927202114 2.04036883 2.28213396
#> [83,] -0.31069487 1.567712345 1.213922964 -0.88511494 1.33896486
#> [84,] 0.44025748 0.408379874 0.858827283 1.10630632 1.30510389
#> [85,] 4.97783014 0.006255391 1.456314363 2.21597258 3.10890598
#> [86,] 0.75429209 0.777120437 1.098902841 2.12630258 2.43309746
#> [87,] 3.97200912 2.518395321 1.115885678 -1.14142170 -1.48701526
#> [88,] 3.14368592 2.250565241 0.862687019 -0.61162144 -0.45707742
#> [89,] 2.33356763 3.452386336 2.031414977 0.04820031 -0.75759353
#> [90,] 3.66707695 2.964525879 2.264543011 -0.19988669 -0.22710500
#> [91,] 0.69512615 3.829472880 3.837771267 1.87896283 0.19474625
#> [92,] 2.06504528 -0.716809953 -0.487448516 0.47936357 0.37040003
#> [93,] -0.51550005 -0.970224249 -0.447307265 0.12143081 -0.66024324
#> [94,] 1.08653162 -0.580239374 0.212707533 0.19391406 1.20493186
#> [95,] 0.09891550 -0.804822104 -1.426136229 -1.20643245 -0.04862947
#> [96,] 1.97857198 0.051778917 0.401834581 1.09584482 1.30651477
#> [97,] -0.66569052 0.015360096 -0.058245910 -0.39491894 -1.08632711
#> [98,] -0.30159242 -0.541544376 -1.223886080 -1.60770570 -1.05599333
#> [99,] -1.04799354 1.069988457 0.690542808 0.55633032 -0.29835412
#> [100,] -0.34710468 0.501703103 -0.140844253 0.38745182 0.16582334
#> [101,] -0.77491995 0.665587798 0.566259320 0.68186832 -0.18901141
#> [102,] -0.19236298 0.865132588 0.444291673 -0.02577744 -0.15091782
#> [103,] 0.12622286 0.810504357 -0.137756465 0.07659581 -0.21511257
#> [104,] -0.27428506 0.038880585 -0.021192448 -0.32243569 -0.76112071
#> [105,] -0.93421288 0.196695476 0.078388732 0.27013357 -0.42180558
#> [106,] -0.52005128 0.579093098 1.019392287 0.92024107 0.84868624
#> [107,] 0.60865285 0.183038418 -0.772297008 -0.88436769 -0.41404577
#> [108,] -0.63838316 -0.898904058 -0.980722733 -1.07192745 -1.14981643
#> [109,] -1.19363278 -0.442151344 -0.194880553 0.04222231 -0.26096597
#> [110,] -0.67024175 -0.518782613 -0.265899689 -0.09676619 -0.43168169
#> [111,] -0.65203684 -0.613623293 0.026668274 -0.14459019 -0.14174714
#> [112,] -0.44268043 0.651930740 0.696718385 0.38595732 0.21802567
#> [113,] -0.39261694 0.815815435 1.864674397 2.03289633 1.17741982
#> [114,] 1.62812755 1.396999121 1.778216318 2.32656558 1.96257106
#> [115,] -0.36530958 -0.275990472 -0.491308252 -0.03623894 0.29421285
#> [116,] 0.53128200 0.378789582 0.546188694 0.66169257 0.47692100
#> [117,] 0.14897899 1.800641055 2.201243346 2.31087333 1.87298058
#> [118,] 0.66326757 0.483493692 0.804019037 1.32525057 0.67585420
#> [119,] -0.82953467 1.279396678 1.434699844 1.47993133 1.89061650
#> [120,] -0.03762129 2.925830882 3.322882530 2.36168633 1.72907145
#> [121,] 0.28551578 1.561642542 2.218998130 2.10911583 1.99643203
#> [122,] -0.31069487 1.407621277 0.875038173 0.85971382 0.85997323
#> [123,] -0.85684203 0.045709114 0.488292659 0.43004507 0.01344898
#> [124,] -0.54280741 -0.103001072 -0.007297400 0.14982631 0.22931266
#> [125,] 0.17173512 -0.398903994 -0.187161081 0.01307956 -0.02676093
#> [126,] -0.33800223 -0.236536750 -0.133124782 0.15132081 -0.43661975
#> [127,] 0.52217955 0.312780469 0.238953736 0.39641882 0.09810140
#> [128,] -0.67479298 0.141308519 0.046738900 0.45993507 0.34006625
#> [129,] -1.03433986 0.169381360 0.116214142 0.72147257 0.41272625
#> [130,] 0.40384767 -0.160664206 -0.114598051 0.09677156 -0.15232869
#> [131,] -0.17870930 -0.008160392 0.217339216 0.43452857 -0.24191917
#> [132,] -0.73395892 0.161035381 0.617979778 0.27162807 -0.04721859
#> [133,] -0.66569052 0.860580236 0.847248076 0.91127407 0.23354528
#> [134,] -0.02396761 1.470595489 1.212379070 0.59070382 0.14254392
#> [135,] -0.41082185 0.474388987 0.569347108 0.30973782 -0.31669548
#> [136,] 0.20814493 0.072264504 0.551592324 0.67738482 0.18769188
#> [137,] 1.11383898 0.356786544 0.266743832 -0.10797494 -0.59675392
#> [138,] 0.11712041 0.224009592 0.407238211 0.21932056 -0.80838498
#> [139,] -0.07858233 0.224009592 0.269831621 -0.05716194 -0.74701197
#> V14 V15 V16 V17 V18
#> [1,] -1.300256321 -1.13547546 -0.58163509 -0.36387127 -0.56121641
#> [2,] -0.373059745 -0.63787633 -0.64202188 -1.30082004 -0.84275554
#> [3,] 0.702166978 0.66500483 0.71668085 1.27335621 0.69120138
#> [4,] 3.033354904 3.21211654 2.69923862 2.13050669 1.80167326
#> [5,] 0.482416799 1.07974835 0.76516038 0.43411169 -0.06597418
#> [6,] -1.159685058 -1.35052765 -1.06643043 -0.47052850 -0.46906920
#> [7,] -0.985261940 -1.15037085 -1.16253897 -1.11241821 -1.17683818
#> [8,] 0.270699264 0.05941412 -0.39026851 -0.03572510 0.78491705
#> [9,] -0.511909727 -1.16712816 -0.53187978 -0.14705346 -0.24360263
#> [10,] -0.048885199 0.06406893 0.29524911 0.62407056 0.04891574
#> [11,] -0.775265686 0.18230109 -0.14149195 -0.67566851 -0.87334057
#> [12,] 0.899540506 0.31170479 0.90166854 0.93080743 0.92529450
#> [13,] -0.901492942 -0.43306472 -0.50296216 -0.56278312 -0.64473707
#> [14,] -0.991573303 -0.64160018 -0.44937952 -0.31248895 -0.24046571
#> [15,] -1.132144566 -0.76029782 -1.20421436 -1.11163969 -0.88275135
#> [16,] -1.429352379 -1.42826297 -1.47935698 -1.32767898 -0.90314137
#> [17,] 1.306336529 1.49356090 1.51404160 0.43527947 -0.24007359
#> [18,] -0.942803681 -0.84780823 0.34032657 1.07444436 1.02763672
#> [19,] -0.137244279 -0.17844664 0.23060973 1.14957154 0.51082812
#> [20,] -0.175112456 0.33125499 0.57677061 -0.39695837 -0.30398846
#> [21,] -0.442484736 -0.92647451 -0.68242149 -0.60988358 0.88294600
#> [22,] -0.108556266 0.05941412 -0.07557680 0.52948039 1.36485629
#> [23,] -0.571007034 -0.48333666 -0.56717628 -0.65192365 -1.22781323
#> [24,] -1.261814384 -0.88225382 -1.24333820 -1.09412299 -0.81609167
#> [25,] -1.113784238 -0.89621825 -0.83466423 -0.93141232 -1.26467211
#> [26,] -0.555515507 -0.58620795 -0.66498587 -0.80918469 -1.09802291
#> [27,] -0.596826245 -0.51452388 -0.15212343 1.10013552 0.54258950
#> [28,] -0.171096134 0.06174153 0.03839263 0.06548249 0.36613740
#> [29,] -0.457976263 -0.92926740 -1.06515465 -0.81774841 -0.11302808
#> [30,] -0.052901521 -0.46564838 -1.02092770 -0.90922450 -1.36897491
#> [31,] -0.741413830 -0.36417354 -0.30053884 -0.19804652 -0.30320423
#> [32,] -0.190603983 -0.40001557 -0.45618366 -0.42887769 -0.56435334
#> [33,] -0.202652949 -0.23104599 -0.70410970 -0.63868882 -0.50828078
#> [34,] -0.194046545 -0.65090980 -0.68794985 -0.58263538 -0.39731202
#> [35,] -1.145341052 -1.13454449 -1.06600517 -0.89326484 -0.72825773
#> [36,] -0.728791105 -1.11313237 -1.18933030 -0.56239386 -0.68669346
#> [37,] -0.961164009 -0.88551219 -1.06132732 -0.73872863 -0.62434705
#> [38,] -0.996737145 -0.78403735 -0.60630011 -0.53592418 -0.67336152
#> [39,] -1.180914188 -1.23043357 -0.99371112 -0.52346786 -0.58160643
#> [40,] -1.330091855 -1.05541273 -0.99668794 -0.77726537 -0.24281840
#> [41,] -1.076489821 -0.77984802 -1.02645607 -1.22335731 -0.93451063
#> [42,] -1.126406963 -1.01817426 -0.83041164 -0.96021756 -1.59012821
#> [43,] -0.659366114 -0.33019343 -0.63904506 -0.81969471 -1.04508728
#> [44,] -1.147636093 -0.75052272 -0.83976734 -1.07699555 -1.19840455
#> [45,] -0.785593370 -0.58341506 -0.81170024 -0.99564022 -1.05175325
#> [46,] -0.757479118 -0.66068490 -0.73260206 -0.94192234 -1.09135694
#> [47,] 0.282748229 0.79347757 1.24570313 1.44151652 1.33191856
#> [48,] 0.077342057 1.15655270 1.84234160 1.67624029 1.42210519
#> [49,] 0.646512233 0.98851408 1.36349989 1.35704711 1.30564680
#> [50,] 0.037178839 0.47322668 0.47343266 0.52753409 0.72492334
#> [51,] 1.106667959 1.72816330 1.66458331 2.13595633 2.11575800
#> [52,] 1.243222901 1.58712257 1.88486751 2.25156654 2.18398614
#> [53,] 1.426252423 1.44515089 1.53785611 1.67974363 0.96372185
#> [54,] 1.108963000 1.95438704 1.77174859 1.50691220 0.66336116
#> [55,] 0.631594466 0.97175677 1.56124536 1.95689674 1.89382047
#> [56,] 1.604118103 1.79798544 2.59845222 2.32202260 1.90676029
#> [57,] 2.297794254 2.25462224 1.49320391 -0.20349616 -0.94980315
#> [58,] 1.648871403 0.63847241 -0.59949597 -0.72821861 -0.48200902
#> [59,] 0.188077787 -0.02809630 -0.52337460 -1.42771880 -1.08155405
#> [60,] -0.986983221 -0.95626529 -0.67646786 -0.96488868 -0.68238019
#> [61,] 0.457745108 0.66733223 0.81321466 0.22624686 -0.24830802
#> [62,] 1.425104902 1.60993114 2.15363124 2.23872096 1.92322915
#> [63,] 1.149126218 1.32691873 1.52254678 1.94794376 1.83539522
#> [64,] 1.594364178 1.54616025 1.63566569 1.93237336 2.18398614
#> [65,] 1.056750817 1.42699713 1.20062567 1.55284488 1.87343045
#> [66,] -0.062081685 0.09944548 0.58655157 0.90511627 1.04528193
#> [67,] -0.047163919 0.33497884 0.43558460 1.03240428 1.65345350
#> [68,] -0.541171500 -0.21708156 0.23401180 0.39518569 0.89431735
#> [69,] 0.100866228 0.22140149 0.57719587 0.76926454 0.79981745
#> [70,] 0.794542379 1.04763016 0.75282787 1.10363886 1.41739980
#> [71,] 0.492170723 0.49789717 0.59335572 0.83504947 1.40955748
#> [72,] 0.850770884 1.00480591 1.32437606 1.31072517 1.51111547
#> [73,] 1.227157613 1.29061121 1.26271349 1.31656407 1.40210728
#> [74,] 1.288549961 1.05647430 0.62354911 0.93664633 1.13546856
#> [75,] 0.232257327 0.30518806 0.36499160 0.28424660 0.71512044
#> [76,] 0.377992432 0.40992127 0.30545533 0.50573553 0.73472623
#> [77,] 0.334960413 0.57051220 0.74729950 0.85723729 0.95901646
#> [78,] -0.025934789 0.42388570 0.71625559 0.56490305 0.54611854
#> [79,] 0.526596339 0.60216490 0.72050818 0.76342564 0.90098332
#> [80,] 0.789378537 0.98013542 1.04030300 1.24610801 1.23388962
#> [81,] 1.013145037 1.05414689 0.50277554 0.31149480 0.56141106
#> [82,] 2.262794878 2.54787524 2.58441867 1.81325981 1.67854891
#> [83,] 4.050058080 2.81040649 1.97799924 1.15190710 1.33113433
#> [84,] 1.743541845 2.24577811 1.96949406 1.57736826 1.78285170
#> [85,] 2.347711396 1.71187147 1.82788279 2.08145993 1.76246168
#> [86,] 2.829096252 2.46362319 2.28588681 2.32202260 1.75697206
#> [87,] -0.640432025 0.37594116 -0.01646579 -0.38683761 -0.78511452
#> [88,] 0.100866228 0.52349862 0.71072722 -0.62233990 -0.99842550
#> [89,] 0.823804152 0.65895357 0.39901232 -0.26032811 -0.16870852
#> [90,] -0.127490355 1.65089346 1.27206919 -0.91895600 -1.40897072
#> [91,] -0.550925425 -0.15470711 0.04094419 -0.59470244 -0.75413737
#> [92,] -0.428714490 -0.49730109 -0.45108055 -0.87146628 -0.78746721
#> [93,] -1.074194780 -0.52104061 -0.17296112 -0.11163080 -0.72316023
#> [94,] 0.436515978 -0.49543916 -0.37283289 -0.30470375 -1.13488179
#> [95,] 0.107751351 0.19580004 0.10685934 -0.02832917 -0.77688009
#> [96,] 1.669526772 0.89727982 -0.72749895 -0.56667572 -0.49141980
#> [97,] -0.585351040 -0.06998958 0.72391025 1.09585366 1.36956167
#> [98,] -0.170522374 0.54956555 1.05518706 1.32357075 1.45072964
#> [99,] -0.951410085 -0.46425194 -0.52720193 -0.82008397 -1.08116193
#> [100,] -0.488959317 -1.02096714 -0.86358185 -0.86990924 -0.88235923
#> [101,] -0.587646081 -0.89156344 -0.66371009 -0.50556190 -0.45338457
#> [102,] -0.634120662 -0.78496831 -0.26439182 -0.15561718 -0.21301760
#> [103,] -0.420108086 -0.90320047 -1.02220348 -1.22569287 -1.04900844
#> [104,] -0.701250612 -0.67464932 -0.71176436 -0.42848843 -0.28281421
#> [105,] -1.264109425 -0.88690863 -0.35412149 0.07248917 0.33280756
#> [106,] 0.227667245 -0.93764606 -1.06387887 -0.22918732 0.39633032
#> [107,] -0.794773534 -1.08194515 -1.03963910 -1.21907545 -1.46700386
#> [108,] -1.083374944 -1.16293883 -1.16296423 -1.05947886 -0.65571631
#> [109,] -0.904935504 -1.39986863 -0.71856851 -0.13615418 0.08459827
#> [110,] -0.841821875 -1.09730602 -0.89632680 -0.38255575 -0.12322309
#> [111,] -0.825756588 -1.13128613 -1.08046397 -0.65464847 -0.45024765
#> [112,] -0.186013901 -0.65975393 -0.99201009 -0.47948148 0.03479957
#> [113,] 0.303403599 -0.10722806 0.10558357 0.14995191 -0.21105702
#> [114,] 0.821509111 -0.02204504 -0.06324428 -0.02326879 -0.21772299
#> [115,] 0.221355882 -0.15843096 -0.67391631 -1.11825711 -0.99842550
#> [116,] 0.596595090 0.11759924 -0.59056553 -0.75858089 -0.85569536
#> [117,] 0.652249835 -0.39768816 -0.78958677 -0.67644703 -0.67061671
#> [118,] 0.590283727 -0.06254189 -0.19932719 -0.47091776 -0.54121851
#> [119,] 0.798558701 0.10875510 -0.06154325 -0.23697252 -0.61924955
#> [120,] 0.242585011 -0.51080003 -0.33370905 -0.42732065 -0.39456721
#> [121,] 0.575939721 -0.06952410 -0.24057732 -0.39462281 -0.67100883
#> [122,] 0.229388525 0.10782414 -0.27162123 -0.66593701 -1.19565974
#> [123,] -0.208964311 -0.57224352 -0.93077278 -1.00342542 -0.78472240
#> [124,] 0.042916442 -0.40653230 -0.80617188 -0.61338692 -0.52161272
#> [125,] -0.062081685 -0.56479582 -0.91673923 -0.72977565 -0.78942779
#> [126,] -0.679447723 -0.49311176 -0.78873625 -1.05753256 -0.85098997
#> [127,] -0.354125657 -0.90040758 -0.64372291 -0.76792313 -0.86589037
#> [128,] 0.003326984 -0.39582624 -0.55016592 -0.73639307 -0.58474336
#> [129,] -0.170522374 -0.61320584 -0.67434156 -0.67605777 -0.34712120
#> [130,] -0.355846937 -0.71887001 -0.75599131 -0.64141364 -0.42554435
#> [131,] -0.569859513 -0.77705513 -0.81042447 -0.87730518 -0.61885743
#> [132,] -0.346666773 -0.56339938 -0.78660996 -0.67605777 -0.28046151
#> [133,] -0.565269431 -0.79800177 -0.64584921 -0.49699818 0.05715017
#> [134,] -0.660513634 -0.63322152 -0.67944467 -0.75780237 -0.68708558
#> [135,] -1.100013991 -0.60436170 -0.61267900 -0.50711894 -0.61493627
#> [136,] -0.865919806 -0.86782392 -0.89590154 -0.83059399 -0.78472240
#> [137,] -1.106325354 -1.12476940 -0.90908457 -0.89988226 -0.82001282
#> [138,] -1.513695137 -1.12942420 -0.93417486 -0.76480905 -0.70002540
#> [139,] -1.477548241 -0.83663669 -0.82190646 -0.72315823 -0.49220403
#> V19 V2 V20 V21 V22
#> [1,] 0.0710318817 0.0025221097 -0.265520456 -0.09029450 -0.47317612
#> [2,] -0.3277126465 -0.6652364507 -0.587473144 -1.27774031 -1.02161267
#> [3,] -1.1220681506 0.9874659863 -0.328426260 -0.72851735 -0.78254040
#> [4,] 0.9155242223 0.2763031194 -0.138536689 -1.53810401 -0.90445932
#> [5,] -1.1252017029 1.9557158989 -0.485886131 0.66698521 1.37903825
#> [6,] -0.6496851437 -0.6585588651 -0.446814203 0.02095536 0.55181644
#> [7,] -1.4389486253 -1.0258260734 -1.708446764 -1.62671354 -1.01168442
#> [8,] 0.9300169016 -0.9490338389 1.248907481 1.42855878 1.42351682
#> [9,] 0.4043635059 0.2095272634 0.321339906 -0.08326819 -0.67054974
#> [10,] -0.2149047643 0.8171875534 0.373696289 -0.81283303 -1.69713082
#> [11,] -0.9414972002 -0.8488700549 -0.526911655 -1.11496421 -0.02839051
#> [12,] 0.8853637816 0.7904772110 -0.004129256 -0.24018904 0.03951872
#> [13,] -1.0178775371 0.3798056963 -1.883489002 -1.78519579 -2.01880613
#> [14,] -0.2560326380 -0.7353510996 -0.492137639 -0.61102189 -0.86871762
#> [15,] -0.6152160686 0.9140125446 -0.866837431 -1.52366104 -1.57282913
#> [16,] -0.5721297247 -1.1493614070 -0.649988229 -0.85460052 -0.59509504
#> [17,] -0.8823514008 -0.2345321793 -0.832844853 -0.44863613 0.14515531
#> [18,] 1.2022442563 -0.3180019993 1.533351118 1.49999289 0.76666378
#> [19,] -1.0460795077 -0.2078218369 -1.111818421 0.56939762 0.39733286
#> [20,] 0.7420037646 -0.5083131890 0.715184942 -0.37525027 -0.72336803
#> [21,] 1.3506962958 0.3564341467 1.084414663 0.78174822 1.07999936
#> [22,] 1.6323243073 0.4031772459 1.259847621 0.64707734 -1.31270897
#> [23,] -0.4248527673 -0.7954493700 0.149032702 -0.59228507 -0.55061648
#> [24,] -0.4749896039 -0.6819304147 -0.608962705 -0.42521511 1.00494178
#> [25,] -1.7244935772 -0.4982968106 -1.536530280 -0.98731964 -0.04626136
#> [26,] -1.4409070955 -1.1627165782 -1.742439342 -1.81915627 -1.23328297
#> [27,] -0.9387553419 -0.1710951160 -1.462293616 -1.03494239 -0.26785991
#> [28,] 0.8481528482 0.9440616798 1.062534383 1.10105482 0.80875956
#> [29,] -0.6336256883 0.7070073909 0.291254521 0.56744587 0.56134756
#> [30,] -1.4906522380 1.1443892480 -1.588886664 -1.85272640 -1.23566575
#> [31,] -0.6563439423 -1.0091321094 -0.931306112 -0.75349977 -0.78532031
#> [32,] -0.3809830353 -1.0825855510 -0.306936700 -0.13635584 0.08002598
#> [33,] -0.3210538479 -0.9690665957 -0.370233223 -0.43770632 -0.23688377
#> [34,] -0.3410302437 -0.8956131541 -0.360855961 -0.19100489 -0.10781651
#> [35,] -0.6277502777 -0.8221597124 -0.612088459 -0.22496538 -0.05857239
#> [36,] -0.7060890848 -1.1727329567 -0.312016050 -0.02198318 0.39018452
#> [37,] -0.4922241414 -1.2161372631 -0.018195150 0.25711733 0.68167795
#> [38,] -0.4052680655 -1.0859243438 0.093941283 0.30552077 0.98667380
#> [39,] -0.4808650144 -0.5183295674 -0.206521844 0.10175788 0.75435274
#> [40,] -0.1745602786 -0.9156459109 -0.098683323 -0.04032965 0.12053324
#> [41,] -1.5940594634 -0.8922743613 -1.544344666 -1.16453871 -1.84843736
#> [42,] -1.4025210800 -0.6618976579 -1.324760429 -1.57635834 -2.11133743
#> [43,] -1.6257866803 -0.5183295674 -1.645540960 -1.56503818 -1.86313117
#> [44,] -1.4890854619 -0.8288372980 -1.637335855 -1.50999878 -1.33971381
#> [45,] -1.3480756091 -0.9757441813 -1.522855105 -1.46666989 -1.70269064
#> [46,] -1.3707938631 -0.6151545587 -1.582635155 -1.39952963 -1.36870430
#> [47,] 1.2750993469 -0.9256622893 1.036356191 0.89104632 0.90248224
#> [48,] 1.4568453794 -0.8889355685 1.286416532 1.32667733 1.24719109
#> [49,] 1.1011871952 -0.0642537464 1.230934394 1.55581300 1.03671218
#> [50,] 0.8473694601 -0.9490338389 0.953914423 1.35790536 1.48427771
#> [51,] 1.5567273585 0.1694617498 1.090666172 0.60374845 0.77619490
#> [52,] 1.7666753615 -0.1009804672 1.162558519 0.81648940 0.87269749
#> [53,] -0.1749519726 4.2127398331 -0.607790547 -0.15977686 0.50932353
#> [54,] -0.2728754815 -0.0008166831 -1.043051827 -0.33816698 0.51885465
#> [55,] 0.9938630294 -0.4281821618 -0.396020696 -0.35573275 0.27382543
#> [56,] 0.5144295299 0.4966634444 -0.347962224 -0.39554849 -0.48866420
#> [57,] -0.8698171917 1.4615745642 -0.460098658 -0.28664073 -1.10143580
#> [58,] -0.7762023172 0.2228824346 -0.485104692 -0.60672803 -1.54185299
#> [59,] -0.7280239508 -0.2044830441 -0.549964093 -0.93735479 -1.69514517
#> [60,] -0.4358202003 0.0993471009 -0.567546461 -0.99317490 -1.93302605
#> [61,] -0.5666460082 0.1761393354 -1.098533965 -1.41280154 -2.03945689
#> [62,] 1.1830512486 2.3196443143 0.744879607 0.34884966 -0.95807187
#> [63,] 1.4987566412 2.8037692706 0.863267550 0.51201612 -0.41320949
#> [64,] 1.8775247736 -0.3914554410 1.389175703 0.65215190 0.29209341
#> [65,] 1.9331453266 -0.6385261083 1.624388711 1.02727860 0.81908494
#> [66,] 1.3459959674 0.1761393354 1.271178480 0.80360784 0.49423259
#> [67,] 1.7486574359 0.3464177683 1.520066662 1.22167308 1.15148276
#> [68,] 1.1850097188 -0.9991157309 1.134817450 1.07138819 1.25473656
#> [69,] 1.2418053539 -0.8321760908 1.379798440 1.12876970 1.22137764
#> [70,] 1.6832445320 0.3397401827 1.442704245 1.55581300 1.47315807
#> [71,] 1.7376900029 0.7637668685 1.532569679 1.27280898 1.26585620
#> [72,] 1.6201817922 -0.4949580178 1.604852747 1.55581300 1.47712937
#> [73,] 1.3941743337 0.2195436418 0.962119528 1.08895396 0.84251561
#> [74,] 1.2797996754 -0.1243520168 1.320409109 1.51326481 1.48427771
#> [75,] 0.9429428048 -0.8822579829 1.260238340 1.30169491 1.33098552
#> [76,] 0.8219093478 0.3597729395 0.765197010 0.92305505 0.94457802
#> [77,] 0.9527351557 -0.3480511345 1.027760367 0.92969101 0.94100385
#> [78,] 0.4482332379 0.4632755164 0.497163582 0.41755133 0.64633338
#> [79,] 0.9449012750 -1.0992795150 1.021899578 1.14243196 1.35243054
#> [80,] 1.1082376878 -0.8388536764 1.024243894 1.16351088 1.18523881
#> [81,] 1.0506586646 -0.1544011520 0.594061964 0.35275317 0.94140098
#> [82,] 1.5892379634 1.5984650691 1.736915864 1.15765562 0.75276422
#> [83,] 1.5246084476 -0.3647450986 1.181703764 1.13423460 1.27499019
#> [84,] 1.9315785505 0.7203625621 1.369639739 1.12252409 1.23289441
#> [85,] 1.6644432183 2.8571899554 0.920312565 0.75949825 0.68326647
#> [86,] 1.5105074623 0.2529315698 0.941411406 0.44565655 0.52362021
#> [87,] -0.3277126465 2.6468460089 1.140287520 1.46876486 -0.62845396
#> [88,] -1.1706382110 1.5049788706 1.111374294 1.55581300 -0.86832049
#> [89,] 0.1677803085 1.1243564912 1.380579879 1.53200162 -1.02200980
#> [90,] -0.2215635629 2.3363382783 1.266489848 0.77198946 -1.01287581
#> [91,] -0.6285336658 1.7754210876 -0.236607229 0.20012617 0.87031471
#> [92,] -0.5043666565 2.9339821899 -1.432598951 -1.33121831 0.12291602
#> [93,] -0.4765563800 0.8572530670 -0.769157610 -0.15938651 -0.40963532
#> [94,] -0.8275142358 1.9156503852 -0.769157610 -0.32294332 0.31353843
#> [95,] -0.9955509771 1.0609194279 -0.950060638 -1.13292033 -0.62130562
#> [96,] -0.8427903032 1.7720822948 0.277188627 1.14906791 0.46841914
#> [97,] 1.3017345414 -0.5650726667 0.708542714 0.52216523 0.65745302
#> [98,] 1.6096060533 -0.8088045412 1.612276413 1.22869939 1.14274590
#> [99,] -1.4369901551 -1.0391812446 -1.787372059 -1.73991515 -1.18006755
#> [100,] -1.1244183148 -0.6418649011 -1.551377613 -2.14431813 -1.63597280
#> [101,] -0.9998596115 0.2763031194 -1.647494556 -2.12284886 -1.99418407
#> [102,] -0.7507422049 -0.5016356034 -1.272794765 -1.71376167 -1.95367681
#> [103,] -1.2293923163 -0.0241882327 -1.538093157 -2.14783128 -1.77020275
#> [104,] -0.2301808316 -0.7286735140 -0.514017919 -0.35065819 0.09471979
#> [105,] 0.3761615354 -1.1460226142 0.264294890 0.28834536 0.63958217
#> [106,] 0.6162699792 -0.5750890451 0.703072644 0.73373512 0.79486001
#> [107,] -1.1067920832 -0.3113244137 -0.977410988 -1.24065703 -1.15544549
#> [108,] -0.4843902607 -0.2445485577 -0.081100955 -0.07975504 -0.03236181
#> [109,] 0.2042078538 -0.6151545587 0.306101854 0.54870905 0.79208010
#> [110,] 0.2230091675 -0.8355148836 0.178336648 0.25321382 0.42513196
#> [111,] -0.1882695698 -0.6618976579 -0.120954322 0.19270952 0.60781177
#> [112,] 0.6832496592 0.2462539842 0.862095392 0.36914788 -0.74243027
#> [113,] -0.3167452135 -0.6585588651 -0.183860126 0.49054685 1.24004275
#> [114,] 0.1501540769 1.1310340768 0.672596540 0.65878785 0.91320475
#> [115,] -0.5901476503 0.0793143441 -0.605836950 -0.67621040 -0.33537201
#> [116,] -0.5932812026 0.1661229570 -0.351087979 0.17943760 0.17692571
#> [117,] 0.1223438003 -0.4982968106 0.555380755 0.85396304 0.99977909
#> [118,] -0.9747911932 -0.1644175304 -0.022102343 0.30747252 0.02283926
#> [119,] -0.3269292584 -0.2078218369 0.529984002 0.63848964 0.16183477
#> [120,] 0.4121973866 0.0425876233 0.800752464 1.14945826 0.74839579
#> [121,] 0.2140002047 0.8505754814 0.959384493 1.06826539 0.95490340
#> [122,] -0.5666460082 -0.5984605947 -0.409695871 -0.43887738 -1.02677536
#> [123,] -0.6414595690 -0.3213407921 -0.702344613 -1.03806519 -1.25591938
#> [124,] -0.5188593358 -0.4381985402 -0.466350167 -0.68167530 -1.00374182
#> [125,] -0.7472169586 -0.3947942338 -0.834407730 -0.86982418 -0.91597609
#> [126,] -0.9943758950 -0.8321760908 -0.925836042 -0.82298214 -1.04504334
#> [127,] -0.6485100616 -0.8755803973 -0.447986361 -0.36822396 -0.12648162
#> [128,] 0.0005269553 -0.7654002348 0.254136189 0.59203794 0.57802702
#> [129,] 0.5175630822 -1.1794105423 0.698774732 0.91017349 0.79644853
#> [130,] 0.1317444572 0.1694617498 0.471766829 0.68377028 0.66142432
#> [131,] 0.0545807322 -0.1744339088 0.269374241 0.62521772 0.73965893
#> [132,] 0.5195215524 1.2478918248 0.696821135 0.74934914 0.70788853
#> [133,] 0.6229287778 0.0559427945 0.655404892 0.77901577 0.65983580
#> [134,] -0.9646071483 0.0258936593 -1.421268092 -1.25392894 -0.03593598
#> [135,] -1.1212847625 -0.0809477104 -1.459949301 -0.73554365 0.24483494
#> [136,] -1.0875990754 -0.8989519469 -1.204028171 -1.07046427 -0.12449597
#> [137,] -1.1494867331 0.2228824346 -1.594747453 -1.11262211 -0.14872090
#> [138,] -0.8102796983 -0.0575761608 -0.462442974 -0.12854883 0.28891637
#> [139,] -0.4632387828 -0.0241882327 -0.361246680 -0.12269358 0.45054828
#> V23 V24 V25 V26 V27
#> [1,] -0.87573687 -0.55799977 -0.086102795 -0.33843039 -0.015623908
#> [2,] -0.39393552 -0.85253836 -1.556962087 -0.79944496 -0.752152544
#> [3,] -0.32566725 -0.62117495 -1.548312397 -2.09975341 -0.059066344
#> [4,] -0.26289183 -1.67841786 -2.008805449 -0.60838620 -0.699144801
#> [5,] 1.11032049 -0.55423436 -0.680460107 -0.16315103 -0.570013157
#> [6,] 1.03695172 1.18622093 0.941974716 0.14348123 0.456663123
#> [7,] -0.85455017 -0.49231432 -0.109580527 0.11405477 0.203581043
#> [8,] 1.14563166 0.48208962 -0.035852212 -0.88388612 -1.615421496
#> [9,] -0.82826296 -1.33576573 -0.195253653 0.73840753 0.731267143
#> [10,] -1.18490582 0.95443915 1.009524681 -1.10394488 -1.742560368
#> [11,] -0.27701630 -1.45960582 -1.795446414 -0.68643029 0.399271281
#> [12,] 0.50571472 0.36494359 -0.469572412 -1.00073902 -1.180598584
#> [13,] -1.91937824 -2.13403224 -1.830457066 -1.97820933 -2.434052350
#> [14,] -1.27671487 -1.20146617 -1.010795910 -0.84891554 0.162928488
#> [15,] -1.25513582 -1.09812664 -0.951895635 -1.96285639 -2.498618171
#> [16,] -0.09692931 0.26746136 0.722849221 0.67358402 0.302023994
#> [17,] 0.32523539 0.97452132 1.268603509 0.23090768 -0.617839692
#> [18,] -0.30251882 -0.20488816 0.050644694 -0.14225398 -1.220454030
#> [19,] -1.24258074 -1.69850004 -0.357126434 -0.55934209 -0.867334781
#> [20,] 0.16751214 0.52267235 0.354619535 0.73968694 0.711737975
#> [21,] 1.21782340 0.68249301 -0.121113448 -1.69204765 -2.028323913
#> [22,] -0.94635922 -0.35173908 -1.541310266 -1.58926827 -0.392656424
#> [23,] 1.34965178 0.74943360 -0.906999622 -0.79645967 -0.377112800
#> [24,] 1.19506731 0.79587363 -0.006196130 -0.11581281 -0.585556781
#> [25,] 1.01458797 1.03769650 0.723673001 0.66676049 0.561881499
#> [26,] -0.75136307 -0.40905696 -0.059329944 0.38827528 0.578222232
#> [27,] 0.01253533 0.05366986 0.485600564 0.72177518 0.638403955
#> [28,] 0.41155159 0.30176841 0.595987092 0.72348106 0.202783934
#> [29,] 0.51277696 0.57287779 1.268603509 0.96912805 0.157747280
#> [30,] -2.01275668 -1.93279210 -0.479457773 0.28464296 0.005898032
#> [31,] -0.74430084 -0.38813802 0.011515141 0.50214289 0.690216034
#> [32,] 0.08394237 0.29005381 0.797401316 0.94268688 1.138589798
#> [33,] -0.12792468 -0.05971076 0.560976439 0.68851049 0.818152015
#> [34,] -0.27701630 0.09634448 1.062658494 1.12990742 1.138589798
#> [35,] 0.18124427 0.30386031 0.433702421 0.80877516 0.663114331
#> [36,] 0.86824278 0.97493970 0.972866468 1.16573094 1.138589798
#> [37,] 1.06441596 0.89670289 0.935796365 1.19046622 1.067248550
#> [38,] 1.34965178 0.86365098 0.617817263 0.83820162 0.862391559
#> [39,] 1.05029149 0.76407685 0.466241733 0.65993696 1.138589798
#> [40,] -0.09889105 -0.37056612 -0.808146015 -0.66595971 -0.094537691
#> [41,] -2.31211696 -2.28339343 -2.687600216 -2.36928274 -1.492268169
#> [42,] -1.80285136 -2.36037511 -2.596572519 -2.16116516 -0.996864980
#> [43,] -1.55174968 -0.62661387 0.626055064 1.19046622 0.614092133
#> [44,] -0.91104805 -0.29944175 0.513609086 1.02926039 0.453076133
#> [45,] -1.25238940 -0.44169050 0.652827916 1.19046622 0.523620271
#> [46,] -0.89064604 -0.18438761 0.881838772 1.19046622 0.376155122
#> [47,] 0.90630037 0.84105853 0.848475679 1.04845156 1.138589798
#> [48,] 1.11777507 1.30378534 1.155333751 0.89577513 0.879927955
#> [49,] 0.58732277 0.78499578 0.883898222 0.94737806 0.678657955
#> [50,] 1.21036882 1.06614625 0.715847090 0.29274589 -0.255952245
#> [51,] 0.15966522 -0.18396923 0.011515141 0.34349588 -0.434504642
#> [52,] -0.13655630 -0.44712942 0.339791494 0.42452527 -0.614651256
#> [53,] 0.68697875 1.30378534 0.758683653 -0.04970989 -0.053486582
#> [54,] 0.79879747 1.30378534 0.633057194 -0.17551868 -0.068631651
#> [55,] 0.46883416 0.61931783 0.149498301 -0.34525392 -0.551679652
#> [56,] 0.20478505 0.64274703 0.489719465 0.20531945 0.383329103
#> [57,] -2.01275668 -0.59858250 -0.239737776 0.21470180 -0.121639394
#> [58,] -0.05690998 0.87118179 0.822938498 0.13665770 -0.121639394
#> [59,] -0.76470285 -0.01452587 0.144967511 -0.02412166 -0.016421017
#> [60,] -2.09985757 -1.69724490 -2.232461734 -1.95432698 -1.066213455
#> [61,] -1.57097465 -0.71740204 -1.293764359 -1.33338599 -0.713492761
#> [62,] -2.31054758 -2.66997533 -1.731191569 -1.86348877 -1.956584111
#> [63,] -1.35871526 -1.55290426 -1.915306412 -2.37482686 -2.151078686
#> [64,] 0.03293734 -0.38479100 -1.321772881 -2.68145912 -2.655250073
#> [65,] 0.67324663 0.46995664 -0.336943823 -1.00457726 -1.111250109
#> [66,] 0.37898684 0.17332616 -0.306052071 -0.96491551 -1.041104524
#> [67,] 1.07932513 0.71972871 0.167621462 -0.61648914 -1.188171119
#> [68,] 1.34965178 1.27491721 1.093550246 0.61345168 0.028615637
#> [69,] 1.34965178 0.92808129 0.649120906 0.28080472 0.217131894
#> [70,] 0.99379362 0.43272094 -0.088574136 -0.80370967 -1.423318248
#> [71,] 0.69364864 0.37205603 0.035816653 -0.44973918 -0.531353375
#> [72,] 0.91767842 0.25491000 -0.227792965 -0.19812161 0.025427201
#> [73,] 0.50689176 0.66743138 0.211693695 -0.33075392 -0.649325494
#> [74,] 0.85921881 0.73102493 0.887193342 0.62496639 0.241842271
#> [75,] 1.00674105 1.07074842 1.268603509 0.95803982 0.666302767
#> [76,] 0.96279825 1.06614625 1.077486535 1.19046622 0.958044629
#> [77,] 0.85804177 1.13936252 1.151626740 0.81559868 0.571048252
#> [78,] 1.06873177 1.21216041 1.160688321 1.19046622 1.019820570
#> [79,] 1.34965178 1.25901882 1.011584131 0.76015752 0.813369361
#> [80,] 1.10051183 1.24228368 1.176340142 1.19046622 1.097140134
#> [81,] 0.99928647 1.03016569 0.397044208 0.58701052 0.844058054
#> [82,] 0.71130422 0.27499218 -0.423028839 -0.73376851 -0.597911969
#> [83,] 1.34965178 0.87494720 0.364916786 0.47442231 -0.255553691
#> [84,] 1.00517166 0.44025175 -0.083219565 -0.37979803 -0.907987336
#> [85,] 0.45353265 -0.11242648 -0.848511238 -0.69794499 -0.974944485
#> [86,] -0.07378088 -1.53700587 -1.995213078 -2.10231223 -1.528138070
#> [87,] -2.33448071 -1.98341592 -2.295069019 -1.85709172 -2.202492210
#> [88,] -2.19715947 -2.07336733 -1.853934798 -1.45791536 -1.693936724
#> [89,] -2.17675746 -2.77624351 -1.895535691 -1.37645950 -1.946620249
#> [90,] -1.90564611 -2.20599337 -1.991094177 -1.86007701 -1.965750863
#> [91,] 1.24724938 1.30378534 -0.105049737 -0.80413614 -1.243171634
#> [92,] 1.24528764 1.20211932 0.477362764 -0.29322452 -0.888059613
#> [93,] -0.42806966 0.02940389 -0.233971316 -0.19257749 0.540359559
#> [94,] 0.22871818 -0.02916912 -0.749657631 -0.81053320 -0.403417394
#> [95,] -0.40256714 -0.98390926 -1.011619690 -1.08262135 -1.005234623
#> [96,] -0.53831899 -1.70393896 -2.120015756 -0.25654806 0.172493795
#> [97,] 0.58732277 -0.83078266 -2.053701462 -1.82723878 -0.353996642
#> [98,] 0.50649942 -0.73204530 -1.433806969 -1.67115059 -1.822271259
#> [99,] -0.50693128 -0.06012914 0.406105789 0.73755459 0.897464351
#> [100,] -0.87377514 -0.39357695 0.002453561 0.15670182 0.655143242
#> [101,] -1.30300208 -1.05712553 -0.488519353 0.26289296 0.840471064
#> [102,] -1.77107131 -1.29392786 -0.473279422 0.14348123 0.503293994
#> [103,] -0.98912498 -0.49649810 -0.141296059 0.11320183 0.557895955
#> [104,] 0.45392500 0.67245192 0.899550043 0.72646636 0.416807677
#> [105,] 0.94710440 1.23182421 1.268603509 0.53370171 -0.433707533
#> [106,] 0.83842445 0.39841389 0.090598027 -0.64420972 -1.687958407
#> [107,] -1.15273342 -1.54035290 -1.428452398 -1.55515063 -1.295780822
#> [108,] -0.26877703 -0.93914274 -0.616205262 0.06756949 0.775506688
#> [109,] 0.80389797 0.63437946 0.835707089 1.16701035 1.138589798
#> [110,] 0.22597176 0.05450661 0.345146065 0.82242221 1.124241837
#> [111,] 0.55632741 0.37749495 0.686602898 0.90089278 0.920979064
#> [112,] -1.61962561 -1.67256056 -0.801555775 0.41087821 1.138589798
#> [113,] 1.34965178 1.23307935 1.240594987 0.83265750 0.435938291
#> [114,] 0.83489333 0.98414403 1.268603509 1.04631921 1.067647104
#> [115,] -0.04396255 0.14194776 0.384275617 0.33070177 0.679056509
#> [116,] 0.17535907 0.30762571 0.339791494 -0.18831279 0.091587241
#> [117,] 0.40802047 0.30637058 0.095540707 0.03387832 0.614889242
#> [118,] -0.28878669 -0.03293453 -0.385546846 0.51323112 1.103118451
#> [119,] -0.33626060 -0.37182126 -0.179601832 0.59937816 1.066451441
#> [120,] 0.21537840 0.20679645 0.115723319 0.44584879 0.706955321
#> [121,] 0.21459371 0.01141361 0.151145861 0.67528990 1.138589798
#> [122,] -0.85572721 -0.84500754 -0.293695370 0.02023127 -0.206930047
#> [123,] -1.03816827 -0.67096201 -0.210493584 0.21256945 0.641990945
#> [124,] -0.77490385 -0.33040177 0.123961119 0.16480476 0.622860331
#> [125,] -0.52105575 0.01225037 0.390453968 0.48124584 0.819347678
#> [126,] -0.68701827 -0.14757029 0.367388126 0.50598113 0.811775143
#> [127,] 0.20321567 0.31683004 0.806462896 1.06721626 1.090763263
#> [128,] 0.34210628 0.74859684 0.983575609 1.12052507 1.138589798
#> [129,] 0.70855780 1.05610517 1.066777395 1.10559860 1.128227382
#> [130,] 0.54141824 0.93937752 1.061834714 1.12009860 1.138589798
#> [131,] 0.48374333 0.79671039 0.779690045 0.96443688 1.138589798
#> [132,] 0.59124623 0.95778618 0.991401519 1.00367216 1.138589798
#> [133,] 0.87608970 1.30378534 1.212998355 0.96614276 0.928950154
#> [134,] 0.57084422 0.59798052 0.626055064 0.54820170 0.806992490
#> [135,] 0.61204059 0.65655353 0.823350388 0.89193690 1.133408590
#> [136,] 0.68344763 0.90423371 1.222471825 1.15293682 0.918587738
#> [137,] 0.42018321 0.66492110 1.031354852 1.18449564 1.018624906
#> [138,] 0.26912986 0.30888085 0.956390867 1.19046622 1.130220154
#> [139,] 0.58928450 0.81721094 1.034649972 1.19046622 0.889493262
#> V28 V29 V3 V30 V31 V32
#> [1,] 0.42288016 0.07767637 0.08690360 -0.92965875 -1.79668736 -0.829833320
#> [2,] -1.86480502 -1.87195757 0.70048057 -1.06886190 0.60171176 1.389465378
#> [3,] 1.21287217 0.27301302 0.25367067 -0.52466166 0.04145580 0.508025165
#> [4,] -1.35871639 -1.32410255 -0.38822524 -0.36443790 0.27243427 0.188907256
#> [5,] -0.66788484 -1.83587628 2.89677150 -1.72750768 0.38429177 0.912897224
#> [6,] 0.76315276 0.29250521 -0.16796684 0.48993312 0.39300794 0.262477758
#> [7,] 0.61832089 1.29241320 -0.78154382 1.57599798 1.20312741 1.328078526
#> [8,] -2.55933965 -1.07194824 -1.08675903 -1.63641837 -1.50711687 -1.471349350
#> [9,] -0.85262776 -1.35645130 0.64069615 -1.63361562 -1.67756639 -0.332178080
#> [10,] -0.18072310 0.59069428 0.78543739 -0.76943499 0.08455241 1.212333852
#> [11,] -0.04576614 0.15813350 -0.65882842 1.31394104 0.44191533 -0.333115284
#> [12,] -1.89072663 -2.44179314 -0.07042383 -2.44501118 -1.55021348 0.055355709
#> [13,] -0.69792099 0.21578063 -0.31900117 0.20732270 -0.12657257 0.768567833
#> [14,] 1.00837944 1.40853689 -0.83188859 1.51200190 1.58131229 1.497712422
#> [15,] -1.72408769 -0.41377571 -0.03266525 1.16632965 1.49076098 1.347291205
#> [16,] 0.53685297 1.25550245 -0.82559550 1.76191360 2.04278501 2.121890181
#> [17,] -0.36217439 0.84243387 -0.35361321 0.34792722 -0.11979332 0.284970650
#> [18,] -2.15652602 -1.88274049 -0.66197497 -0.90163127 -0.59385606 -1.093187600
#> [19,] 0.64341960 0.71967453 -0.63994913 -0.82362145 -1.33134079 -1.232362370
#> [20,] 0.76562148 0.83206568 -0.24033746 1.03506761 0.25306501 -0.903872423
#> [21,] -0.56913584 -0.36400841 -1.10563832 -0.45319158 1.21765436 1.511301878
#> [22,] 0.41012508 -0.13051683 0.91759243 -0.39620237 0.39349217 1.070816072
#> [23,] 0.03734761 -0.41419044 0.41729120 -0.98991783 -1.22819946 -1.149888432
#> [24,] -0.21075926 0.49696587 -0.00749286 0.80711077 0.39639756 0.909617011
#> [25,] 0.73270515 1.40853689 -0.41025108 1.14390766 0.76683474 0.526769242
#> [26,] 0.89522955 0.73958145 -0.64309568 0.64968976 0.61720717 0.377753831
#> [27,] 0.34346951 0.87975934 0.04599847 1.64840231 1.88976783 1.468190501
#> [28,] -0.47532429 -1.47921064 -0.01063941 -2.34691500 -1.08002459 1.343073788
#> [29,] -0.42965288 -0.48386465 0.70048057 -0.21495800 0.29131931 0.359009754
#> [30,] -0.43376742 -0.42331444 -0.23404436 0.20919120 1.27915177 2.139228452
#> [31,] -0.26671702 -1.36681948 -0.29068223 -1.13145660 -0.04715858 0.101747299
#> [32,] 0.62202398 0.07726164 -1.00494877 -0.12153307 -0.42146961 -0.669571463
#> [33,] 0.78701710 0.39203981 -0.66826807 0.41519318 0.70001078 0.296217096
#> [34,] 1.03923851 0.84533696 -0.90425921 0.59830605 0.42399876 -0.024306618
#> [35,] 0.36897967 0.57493463 -0.71231975 0.62259653 0.67289381 0.907742603
#> [36,] 0.83063124 0.80510839 -1.02382806 0.67538162 0.71744312 0.794809540
#> [37,] 0.83927178 0.65539177 -0.98292293 0.52076335 0.42738839 0.502401942
#> [38,] 0.82199071 0.67363978 -1.09934522 0.53197434 0.39397641 0.257323137
#> [39,] 1.15444567 1.17089804 -0.49835444 1.05889097 0.95374814 1.141106360
#> [40,] 0.60103982 1.40853689 -1.18430204 1.55030612 1.28738371 0.844481344
#> [41,] -0.90405953 -0.57966670 -0.83503514 -0.15843592 0.52520317 0.756384183
#> [42,] -0.23914960 -0.10936573 0.31660165 0.12137176 0.98231780 0.469131205
#> [43,] -0.12764552 -0.44239190 -0.40081144 -0.56483438 -0.68198621 -1.087095775
#> [44,] -0.50865208 -0.80320482 -1.04585390 -1.07820439 -1.10907849 -1.389344014
#> [45,] -0.17619711 -0.43119426 -0.97033673 -0.89789427 -0.86405730 -1.087564376
#> [46,] -0.38398146 -0.55727142 -0.84762134 -1.01374119 -1.09987809 -1.572098763
#> [47,] 0.85655286 0.06564927 -0.87908682 -0.55502476 -1.02772758 -0.663479638
#> [48,] 0.10894063 -0.90522779 -0.23719091 -1.21600617 -0.41469037 0.110650736
#> [49,] -0.22721742 -1.50699738 -1.16542275 -1.59951552 -0.98075711 -0.979317333
#> [50,] -1.05341740 -0.77334444 -1.07731938 0.14285949 -0.04280050 -0.552889585
#> [51,] -0.39838236 0.94279792 0.54315314 1.26582720 0.26420234 -0.692532957
#> [52,] -1.67183301 -0.66136802 -0.02637215 0.36474371 0.35620634 -0.149891932
#> [53,] -0.83863832 -1.10388225 3.88793431 -0.64985107 -0.45778698 -1.687843437
#> [54,] -0.49754281 -0.75965844 1.73884161 -0.30184319 -0.37595184 -1.304058464
#> [55,] -1.19578054 -1.28926544 0.69418748 -0.65872644 -1.13910085 -1.101622434
#> [56,] -0.34941931 -1.76164006 0.69418748 -1.51917008 0.62059680 1.118613468
#> [57,] 0.39613564 0.60935702 0.33548094 1.15044741 1.34355458 0.315898377
#> [58,] 0.55043095 1.40853689 -0.16796684 1.17473789 0.19834684 0.094718270
#> [59,] 0.60227418 1.40853689 -0.72175939 0.86083011 -0.08541288 -0.308279382
#> [60,] 0.19246583 1.00873959 1.16616977 0.91781932 -0.12173025 -0.886534152
#> [61,] -0.79666999 -0.85421630 0.48336872 -0.74234175 -0.55608600 -0.204249755
#> [62,] -2.11538060 -2.56952921 3.54181396 -1.54906606 -1.47128373 -1.163946490
#> [63,] -2.14665112 -1.88937613 2.73000442 -1.94939190 -1.08970922 -0.595532359
#> [64,] -2.54123567 -2.30742144 -0.43542347 -1.93070691 -0.84904612 0.111119338
#> [65,] -1.12953642 -0.91435179 0.15298112 -0.94086974 -0.96138785 -0.627865892
#> [66,] -1.21511888 -0.85587521 0.23164483 -0.80493646 -0.90957507 -0.553358186
#> [67,] -1.20935853 -1.01927785 0.30716200 -1.26038301 -1.00787408 -0.565073235
#> [68,] -0.51482389 -0.68003076 -0.18369958 -0.44898746 -0.45439736 -0.905278229
#> [69,] 0.27393375 -0.13922611 -0.62106984 -0.72225539 -1.42382903 -1.488687621
#> [70,] -1.87961737 -1.42778443 0.93332517 -0.96796297 -0.91005930 -1.247357632
#> [71,] -1.06905265 -1.20134322 0.80431668 -1.38090118 -1.37153202 -1.248294835
#> [72,] -0.09514064 -0.45276009 -0.41339763 -0.49429856 -0.52945326 -0.863104056
#> [73,] -1.45376230 -1.42488133 0.14668802 -1.16835945 -1.43399789 -1.566475540
#> [74,] -0.18607201 -0.41004316 -0.29697533 -0.85538593 -1.30083420 -1.504620086
#> [75,] 0.19246583 0.19255589 -0.85076789 0.06484967 -0.56189678 -0.873881900
#> [76,] 1.10795135 0.97804976 -0.32214772 0.63007052 0.21529494 -0.571165059
#> [77,] 0.71830426 0.46295821 -0.55813887 -0.06360961 -0.36481452 -0.709871228
#> [78,] 1.19476818 0.67654287 -1.01124186 0.08073191 0.15718715 0.230612827
#> [79,] 0.85408413 0.50069841 -0.50779409 0.07979766 -0.60644608 -0.503686383
#> [80,] 0.83268851 0.29126103 -0.38822524 -0.04165475 -0.26554704 -0.307342178
#> [81,] 0.01142599 -0.34202785 0.90500623 -0.29530345 -0.24811470 -0.583817311
#> [82,] -0.67734829 -0.75509643 0.58720483 -0.65779219 -0.63888960 -0.843891378
#> [83,] -1.03037596 -0.77624754 -0.88223337 -1.14733884 -1.09939386 -1.591780043
#> [84,] -1.50766280 -0.73477479 0.71621332 -0.94600811 -0.94056589 -1.456354088
#> [85,] -0.58106801 -0.86541395 3.09815061 -1.15761559 -1.12990045 -0.954012829
#> [86,] -1.73025950 -1.93043415 -0.52038028 -1.95079328 -1.93324068 -1.411836906
#> [87,] -1.81172743 -0.84550703 1.46509188 0.30588600 -1.05048646 -0.505560791
#> [88,] -1.48174119 -1.17231229 0.71935987 -0.29623770 -1.30809768 -0.487285316
#> [89,] -0.74276950 0.12205221 -0.15223410 1.15325016 -0.33479216 -0.297032936
#> [90,] -0.37780965 -0.33041548 -0.45115621 0.50347974 -0.57739219 -0.033678656
#> [91,] -1.48462136 -0.98070819 1.36125578 -0.77784323 -0.30234864 -1.505557290
#> [92,] -0.69504081 0.43351256 3.97918422 -0.27895408 0.04048734 -0.073041217
#> [93,] 0.40025018 -0.01688150 1.06233366 1.28170944 0.79298325 0.465850992
#> [94,] 0.54960805 1.00666595 0.69733403 1.28918343 2.24616228 2.246069690
#> [95,] -0.02642779 0.42397383 1.86155701 0.55019221 1.14501962 1.439137182
#> [96,] -0.79420127 -0.78910409 2.75517681 -0.17198253 -0.32462329 -1.452136671
#> [97,] 0.61461780 0.97970867 -1.11822452 0.92202344 0.07293085 0.217960576
#> [98,] -1.38546091 -0.34783404 -1.21262097 0.16014311 -0.19581769 -0.356076778
#> [99,] 1.00426490 1.01039850 -1.00809532 1.54329925 1.84521852 1.739042411
#> [100,] 0.82610525 0.79805802 -0.39766489 1.51340328 2.24664652 2.310736755
#> [101,] 0.94501550 1.13813457 -0.35046666 1.93988810 2.07764969 1.922734364
#> [102,] 0.61502926 1.00873959 -0.73434559 1.93988810 2.24131997 1.657505677
#> [103,] 0.83639160 0.85611987 -0.58645780 1.42231396 1.95998141 1.943352849
#> [104,] -0.11242171 -0.51248085 -0.17111339 -0.29904044 0.30681472 0.643919722
#> [105,] -1.65249467 -2.67901727 -0.97977638 -1.55140168 -0.33043407 0.254511525
#> [106,] -0.99416800 -0.08074953 -0.62421639 0.72769958 1.47768673 1.895555453
#> [107,] -0.17702002 1.09915018 0.64069615 1.93988810 1.69994904 0.900713574
#> [108,] 1.21287217 0.68151960 -0.89481957 -0.18973327 -0.80788643 -1.639108838
#> [109,] 1.06845175 0.88888335 -0.35046666 0.19144046 -1.37201625 -0.670040065
#> [110,] 1.21287217 0.94445683 0.11207599 0.34465735 -1.11876312 -1.231893768
#> [111,] 0.65535177 0.25559446 -0.69973355 -0.46580395 -1.77247578 -0.667228453
#> [112,] 0.89934409 0.79432548 0.23793793 0.87577810 0.36540674 0.381971248
#> [113,] -0.03918287 -0.85753412 -0.34417356 -1.19872256 -1.20834597 -0.192534707
#> [114,] 0.12663316 -1.01430112 0.16556731 -1.36828881 -0.84129841 -0.320931634
#> [115,] 1.04088432 0.98966213 -0.05154454 0.45957002 0.52810856 0.517865805
#> [116,] 0.32166244 1.25052572 0.14354147 1.93988810 1.48591867 0.554416755
#> [117,] 1.01084817 0.72340708 0.10263634 -0.05473424 -0.31687559 -0.040239083
#> [118,] 0.87835993 0.58115555 0.97108375 0.40444931 0.29761432 1.385716563
#> [119,] 0.95777058 0.75948837 0.43617049 0.10595665 0.18672528 1.178594514
#> [120,] 1.13881042 0.65331813 0.32918784 -0.46673820 -0.87858425 -0.749702391
#> [121,] 1.13716460 0.98717376 -0.06098419 0.09381140 -0.04037934 0.466788196
#> [122,] 0.26200158 0.57120209 0.03341227 1.27516969 2.06070158 1.234358142
#> [123,] 1.21287217 1.32807976 -0.47947515 0.52403322 -0.02149431 0.302308921
#> [124,] 1.21287217 1.33181231 -0.78783691 0.62586640 0.40220834 -0.085693469
#> [125,] 1.21287217 0.98966213 -0.73434559 0.28439827 0.45983190 -0.009311356
#> [126,] 1.11782625 0.96768157 -0.06413074 0.54879083 0.71792735 0.325270415
#> [127,] 1.13551878 1.18624296 -0.41969073 1.25882033 0.69710539 -0.458231997
#> [128,] 1.04623323 0.87851516 -0.28753569 0.47405089 -0.05635898 -0.513058421
#> [129,] 1.21287217 1.00873959 -0.41025108 0.26244341 -0.56189678 -0.687378336
#> [130,] 0.99521291 0.67737232 0.32604129 0.18910484 -0.40500574 -0.546329158
#> [131,] 1.10548263 0.76405037 0.06802431 0.14192525 -0.34641371 -0.566947642
#> [132,] 1.13798751 0.86275551 -0.10503587 0.24936392 -0.49410435 -0.530865294
#> [133,] 0.93102606 0.71428307 -0.22460471 0.17088697 -0.60305646 -0.727678101
#> [134,] 1.21287217 0.53595025 0.27569651 -0.22243200 0.70436886 0.998182774
#> [135,] 1.21287217 0.62221357 -0.73119904 0.16434723 0.49566504 0.549262134
#> [136,] 1.21287217 1.03196433 -0.32214772 0.73096945 1.29464719 1.284967150
#> [137,] 1.21287217 0.84036023 -0.69344046 0.52870447 1.30723721 1.373064311
#> [138,] 0.51216572 0.17762570 0.28198961 0.60437867 0.90823037 0.274661408
#> [139,] 0.22661652 0.21536590 -0.83188859 1.17286939 1.26123521 0.090032251
#> V33 V34 V35 V36 V37
#> [1,] 0.452452180 1.54202754 1.82474527 1.7832431555 1.264803682
#> [2,] 0.929400781 -0.17501343 0.06268652 -0.2887885451 0.743076877
#> [3,] -0.616982119 -1.24169863 -0.70686880 0.1520131033 0.416388130
#> [4,] -0.417418040 -0.72573842 -0.91597874 -0.3476123750 0.092543688
#> [5,] -0.576878333 -0.86352566 -0.31555645 0.5223015710 1.045792196
#> [6,] -0.511948393 -1.52787213 -1.36302811 -1.0067409305 -0.806663026
#> [7,] 1.710947186 0.90947812 0.47321853 0.2719232181 0.149429788
#> [8,] -1.172706014 -0.66087243 -0.50006522 -0.0485912397 -0.080146260
#> [9,] 0.079582453 -0.35095713 -0.29441482 0.1248636434 0.780865501
#> [10,] 0.772805044 2.11098284 1.56566420 1.2651409614 1.639845614
#> [11,] 1.230179177 2.02958238 1.55566998 1.4231357353 0.897888335
#> [12,] 0.860651433 -0.05291274 -0.49775886 0.7515636773 2.142474943
#> [13,] 1.448840298 0.98536710 0.74383139 1.4122005361 2.085588843
#> [14,] 1.474621303 0.95060232 0.72653370 0.7462846156 0.708945217
#> [15,] 1.849878160 2.34246540 2.38711262 1.9540585077 0.786960440
#> [16,] 2.642405364 2.43234508 1.57681161 0.5766004909 -0.349948906
#> [17,] -0.402617833 -0.35350090 -0.35130503 -0.5851701496 -1.131726455
#> [18,] -0.929218741 -0.24115130 0.07460271 0.4898730494 0.794274367
#> [19,] -1.750391506 -0.98435447 -0.28826453 -0.9083241382 -0.802193403
#> [20,] -0.341029876 -0.97290753 -0.50852187 0.6735089799 0.447675485
#> [21,] 0.483007446 0.08911411 0.68040651 0.6753943591 -0.911495982
#> [22,] -0.023541568 -1.12341359 -0.50083401 0.3386656405 0.732512315
#> [23,] -1.330734029 -0.24793468 -0.34861428 -0.2073401652 -0.395051457
#> [24,] 1.878523721 2.17457695 1.86702853 1.0999817467 0.181936131
#> [25,] 0.736520666 1.25034255 1.16666399 0.5143829785 -0.336946369
#> [26,] 0.217558575 0.57030954 0.52165209 0.0569899935 -0.934656751
#> [27,] 1.269328112 1.56873706 2.00925403 2.3462173736 2.252590180
#> [28,] 1.842239343 1.75527979 1.49378266 1.3914613653 1.086425125
#> [29,] 0.912213444 0.72547917 0.83262624 0.8673259579 0.587452760
#> [30,] 2.035119458 1.22829660 1.76439552 2.3462173736 2.404557333
#> [31,] -0.543935937 0.19340845 0.53241510 0.5068414619 0.474086889
#> [32,] -1.025658798 -1.36591913 -1.00669555 -0.6111883820 -0.553926209
#> [33,] -0.243634966 -0.68334235 -0.93327644 -0.6240089603 -0.481193266
#> [34,] -0.609343303 -0.91821660 -1.16083725 -0.5583977655 -0.455188192
#> [35,] 0.838212410 0.95738569 1.04096739 1.1259999791 1.086425125
#> [36,] 0.675410135 0.87216958 0.95524769 0.6339160175 0.490340060
#> [37,] 0.462478127 0.62712028 0.66925910 0.5807483251 0.506593232
#> [38,] 0.186048457 0.52960931 0.72268976 0.5679277467 0.635805945
#> [39,] 1.154268439 1.29061882 1.34540686 1.0943256092 0.949898484
#> [40,] 0.618119011 0.68096329 0.64312036 0.6550322641 0.398915970
#> [41,] 1.236863142 2.11437453 2.38711262 2.1640897465 1.982787533
#> [42,] 0.840599540 1.92189635 2.18761251 2.2349800030 1.701201337
#> [43,] -1.219016339 -0.77067826 -0.26520094 -0.5406752013 -1.024455524
#> [44,] -1.103001814 -0.73506556 -0.54965195 -0.7740851417 -1.215023959
#> [45,] -1.075788531 -0.71344356 -0.24713445 -0.5693329646 -1.131320126
#> [46,] -1.353173052 -0.98689823 -0.70648441 -0.7507064401 -1.280036645
#> [47,] -1.158860659 -0.76219905 -0.46931376 -0.5663163579 -0.581150271
#> [48,] -0.067942189 -0.38572191 -0.51159702 -0.9162427307 -0.421869190
#> [49,] -0.905347439 -1.00936815 -1.05820425 -1.2918102600 -1.018360584
#> [50,] -0.209260293 -0.24327111 -1.05243835 -1.1715230694 -1.300353110
#> [51,] -0.255570617 0.37147195 -0.33900444 -1.0855497795 -0.624221175
#> [52,] -0.204008606 -0.18179680 -0.84947870 -0.8883391190 -0.588870527
#> [53,] -1.313069266 -1.48759586 -0.07415748 1.1572972732 1.420834128
#> [54,] -1.196099889 -1.40831520 0.06806803 1.2704200230 1.519572145
#> [55,] -1.065285158 -1.33327415 -0.02495514 0.7787131372 0.506999561
#> [56,] -0.606478747 0.20485539 1.82167012 1.2828635255 0.496434999
#> [57,] -1.317843526 -0.48450477 0.49743531 0.3805210579 -0.903369396
#> [58,] 1.858949254 1.29867408 0.04807958 -0.8370568058 -0.805037708
#> [59,] 0.917942556 0.50883523 -0.46277908 -1.0791394904 -1.069558075
#> [60,] 0.572286113 1.00444533 -0.05493782 0.2994497539 1.129496029
#> [61,] 0.232836208 0.02721584 -0.61346124 -0.7397712410 -1.038677049
#> [62,] -0.830868979 -0.82833692 -0.43164322 -0.9192593373 -1.018360584
#> [63,] -0.369675437 0.22520550 0.48282836 -0.3634495600 -0.771312378
#> [64,] -0.111865383 0.48339759 0.40095260 -0.1006277046 -0.512074292
#> [65,] -0.466115495 -0.68588611 -0.63767801 -0.5395439738 -0.153691861
#> [66,] -0.229789612 -0.05672839 0.26103345 0.3767502996 0.461897010
#> [67,] -0.489031944 0.09420163 0.07844665 0.1572921650 0.387132421
#> [68,] -1.148357287 -0.60957318 -0.10452455 -0.0059816706 -0.272340012
#> [69,] -1.199919298 -0.54767491 0.02770673 0.0679251926 -0.134594384
#> [70,] -0.590246262 0.56140636 0.82109444 0.6256203491 0.380631152
#> [71,] -0.284216179 0.01576890 -0.35476457 -0.5191818789 0.016153782
#> [72,] -1.472529559 -1.06829870 -0.47623284 -0.1798136294 -0.309315978
#> [73,] -0.479960850 0.05519725 0.18915191 0.2866291756 0.050691771
#> [74,] -1.469665003 -1.47487704 -1.21888064 -0.6869806244 -0.592933820
#> [75,] -0.960251432 -1.24721012 -0.94826777 -0.9177510340 -0.540111013
#> [76,] -0.786945785 -0.82282543 -0.61538320 -0.8464837016 -1.165451786
#> [77,] -0.505741855 -0.78170124 -1.00900191 -1.3547819241 -0.925311177
#> [78,] -0.309042332 -0.99368161 -1.09318404 -0.8163176350 -0.306878002
#> [79,] -0.903915161 -1.56772444 -1.02745279 -0.7503293643 -0.490132511
#> [80,] -0.999877792 -1.25272161 -1.26923615 -0.8943723324 -0.416586910
#> [81,] -1.301133615 -1.21414119 -0.75722432 -0.8517627633 -1.041115024
#> [82,] -1.286810834 -0.91864056 -0.98440074 -0.8257445308 -0.721740204
#> [83,] -1.764714287 -1.06278721 -0.75184281 -0.6145820645 -0.937907385
#> [84,] -1.637718964 -1.01742341 -0.72416650 -0.7393941651 -0.759935157
#> [85,] -0.535342269 -0.37893854 -0.39858540 -1.0320050113 -0.740431352
#> [86,] -0.936380131 -1.18107225 -0.81219256 -1.0327591630 -0.413336275
#> [87,] 0.571331261 1.15198366 1.85895627 1.7983261888 1.734520338
#> [88,] 0.290127331 0.93533973 1.12053680 1.3563933129 1.534606329
#> [89,] 0.755617707 1.75231206 1.60410353 1.2806010705 1.412707543
#> [90,] 1.727179671 2.03212615 2.38711262 2.0490816175 2.359454782
#> [91,] 0.077672749 1.12061057 0.91565519 0.2244116632 0.218912096
#> [92,] -0.006354231 -0.84953496 -1.37110037 0.1663419849 0.778833854
#> [93,] -0.503832151 -0.06223988 -0.38013452 -1.0945995995 -0.105745005
#> [94,] 1.412555920 1.26687702 1.35309473 0.1342905392 -0.812351636
#> [95,] 1.792109611 0.55843864 0.06806803 -0.2774762701 -0.922466872
#> [96,] -1.588544083 -1.26459251 -1.33650498 -1.0482192721 -0.730679449
#> [97,] -0.064600207 -0.21147405 -0.36168365 -0.5372815188 -0.357669163
#> [98,] 0.124460500 -0.01941984 -0.26789169 -0.6183528228 -1.002513742
#> [99,] 1.435472369 1.19141201 1.02136333 1.1693636999 1.081549173
#> [100,] 1.719063429 1.15876704 1.08171308 1.1712490790 1.364760687
#> [101,] 1.638378430 1.32707945 1.44112078 1.5882949500 1.663412713
#> [102,] 1.068809180 0.88022483 1.17050792 1.5057153426 1.830414050
#> [103,] 1.446930593 0.97095243 0.94679104 1.1576743491 1.526886072
#> [104,] 0.514040138 0.14634880 -0.17679048 -0.5455771871 -0.864768114
#> [105,] 0.589950876 0.86962582 0.56047581 -0.0003255331 -0.491757828
#> [106,] 2.781813764 2.38528544 1.13975646 0.0479401735 -0.946846630
#> [107,] 0.514040138 0.04332635 -0.34169520 -0.6677497569 -0.090710821
#> [108,] -1.228564859 0.10988818 1.07095007 1.3620494504 1.781248206
#> [109,] -0.252228635 0.46728708 1.55797634 2.1052659166 1.875516601
#> [110,] -0.699099396 0.39987732 1.30466117 1.6708745573 1.607745601
#> [111,] 0.258617213 0.90142287 1.65023072 2.2971975154 2.121345820
#> [112,] 1.265508703 0.97943165 0.48590351 -0.0753636238 0.093356346
#> [113,] -0.009218787 -0.25514201 -0.90137180 -0.6994241269 -0.150847556
#> [114,] -0.345326710 -0.44380454 -1.12470428 -0.0203105522 0.434672948
#> [115,] 0.422374341 0.24004413 -0.53389183 -0.8947494082 -0.734336412
#> [116,] 0.589950876 0.45711202 -0.26212579 -0.3321522658 -0.542548989
#> [117,] 0.031839851 -0.31958404 -0.96210593 -0.8675999482 -0.616500919
#> [118,] 0.890251847 -0.56590523 -1.32266682 -0.7461815301 -0.219517205
#> [119,] 0.861128859 -0.28227550 -1.25847314 -0.2341125494 0.004370232
#> [120,] -0.855217706 -0.42345442 -0.81296134 -0.2344896252 -0.694922471
#> [121,] 0.197029256 -0.42472630 -1.15929968 -0.5764974054 -0.803412391
#> [122,] 0.323547153 -0.21232198 -0.91636313 -0.9920349730 -0.872082041
#> [123,] 0.566079575 -0.02874698 -0.74646131 -0.9912808214 -0.816414928
#> [124,] -0.199234346 -0.27422024 -0.70955955 -0.8988972424 -0.775782000
#> [125,] -0.561600700 -0.68503819 -0.73954223 -1.0768770354 -0.711175643
#> [126,] -0.129052720 -0.38190627 -0.85524460 -1.0531212579 -0.560427477
#> [127,] -0.164859672 -0.29923393 -0.94519263 -1.2586275867 -0.952941569
#> [128,] -0.505264429 -0.82282543 -1.06512333 -1.3050079141 -1.147166968
#> [129,] -1.018497408 -0.95679702 -0.77682838 -0.9946745039 -1.153668237
#> [130,] -0.723448123 -0.72658634 -0.84640356 -1.2130014110 -1.069151745
#> [131,] -0.622711232 -0.80247532 -0.99324179 -1.3223534025 -1.218680923
#> [132,] -0.638943716 -0.63458687 -0.56464329 -0.9494254039 -1.172765714
#> [133,] -1.017542555 -0.72913011 -0.60231383 -0.9241613231 -1.242654351
#> [134,] 0.375109164 -0.73548952 -1.07627073 -1.2608900417 -0.760341487
#> [135,] -0.006354231 -1.03353391 -1.13047018 -1.1952788468 -1.060618830
#> [136,] 0.539821143 -0.75414379 -1.10010312 -0.9354735981 -0.983416266
#> [137,] 0.488736558 -0.90041024 -1.03475626 -0.8792892991 -1.021204889
#> [138,] -0.758777649 -1.24678616 -1.15853089 -1.2872853500 -0.815602270
#> [139,] -1.173660866 -1.00088894 -0.82603071 -0.7197862218 -0.375547652
#> V38 V39 V4 V40 V41
#> [1,] 1.3211713348 0.884845977 -0.81497871 -0.156462286 -1.326300860
#> [2,] 2.6111305899 3.364335735 -0.82078268 3.458117733 2.064541371
#> [3,] -0.0461759801 -0.182333680 -0.27230677 -0.333167583 -0.438554070
#> [4,] 0.4005857641 0.436277317 -0.91074434 0.154178874 0.001391241
#> [5,] 0.4599324358 1.155299073 2.67031001 1.750716865 1.397371557
#> [6,] -0.9226076271 -1.258091142 -1.21255119 -1.446298407 -1.259825607
#> [7,] 0.4589828890 0.624484415 -0.44062213 0.409107217 -0.442784314
#> [8,] -0.8191070317 -1.110250177 -0.69019318 -1.087823010 -1.004198042
#> [9,] 0.3868173363 1.165390606 -0.11269738 1.123244232 0.258227447
#> [10,] 0.5159556938 -0.091005303 1.25704139 0.079332363 0.063031931
#> [11,] 0.6640849863 -0.977546513 -0.05465760 1.724830101 2.790330271
#> [12,] 2.4188473737 0.192062209 0.83044902 0.062449691 2.049433359
#> [13,] 2.8190813274 3.289658388 -0.55379970 3.531275977 3.801358439
#> [14,] 0.1698459047 -0.767138041 -1.19513926 -1.213317537 -1.244113274
#> [15,] -0.1316351873 -0.429576249 -0.91364633 -0.360179858 0.370631057
#> [16,] -0.6462895239 -0.915988159 -1.23576710 0.046692531 0.655870325
#> [17,] -1.2872335777 -1.079975577 -0.27230677 -1.359634025 -0.709893967
#> [18,] 0.0179184253 -0.235314231 -0.33905252 -0.418706454 -0.399273239
#> [19,] -0.5950139996 -1.238917228 0.38934670 -1.586987338 -0.644627355
#> [20,] -1.1087187894 -0.811036212 0.23554129 -1.278034445 0.372444018
#> [21,] 0.2453348711 0.717326523 0.27036516 0.736068293 -0.089861152
#> [22,] -0.0779857961 -0.529987006 0.99586239 -0.660691415 -0.619850215
#> [23,] -0.6049842404 -0.400310802 0.23554129 -0.958389193 -1.221753416
#> [24,] -0.4483090272 -0.254488144 -0.37387639 0.360147469 0.339810712
#> [25,] -0.9287796809 -0.826678088 -0.01983374 -0.211612347 -0.429489263
#> [26,] -1.3783900654 -1.175845144 -0.81788069 -1.064187270 -0.845261755
#> [27,] 1.9341037597 1.375294501 -0.58572158 0.582435981 0.189939232
#> [28,] -0.7521639861 -0.137930933 0.33711090 1.114802896 1.520048615
#> [29,] -0.2303880489 -1.368593432 0.32550295 -0.118757652 0.433480387
#> [30,] 2.1610454321 1.240067953 -0.62634942 0.257725927 -0.072335858
#> [31,] 0.7538171538 0.713289909 -0.51317186 0.809226538 0.901224441
#> [32,] -0.2555510377 -0.444208972 -0.74823296 -0.888044728 -0.720167415
#> [33,] -0.3044526951 -0.163664344 -1.00650998 -0.541387201 -0.631936625
#> [34,] -0.1012496914 0.061881428 -0.65246733 -0.451346286 -1.108141166
#> [35,] 0.8558934291 0.353526744 -0.97458810 0.141235492 -0.118264214
#> [36,] 0.3089545031 -0.556224993 -1.13419749 -0.771554293 -0.524971899
#> [37,] 0.2258691628 -0.685396621 -0.09238346 -0.715841476 -0.619850215
#> [38,] 0.2030800409 -0.457832542 -0.57701561 -1.029296415 -0.977003621
#> [39,] 0.7523928337 0.125962665 -0.12430534 -0.369183950 -0.597490357
#> [40,] 0.0720425898 0.098210948 -1.24737506 -0.095121912 -0.122494458
#> [41,] 1.7845501471 1.769873457 0.01789212 1.859328720 1.448738798
#> [42,] 1.4237223834 1.297085117 -0.58862357 1.759158201 1.659042326
#> [43,] -1.3916837198 -1.342860022 -1.01231395 -0.974146354 -0.280222104
#> [44,] -1.2786876570 -0.677323394 -1.10227561 -0.320786957 0.168788015
#> [45,] -1.2183914386 -1.020940106 -0.29262070 -0.592597972 -0.051788961
#> [46,] -1.0531703047 -0.720212411 -0.80337075 -0.304467041 0.269105215
#> [47,] -0.8134097512 -1.422078559 -0.31873860 -1.634821574 -1.339595911
#> [48,] -0.5029079651 -0.802962985 -0.72211506 -0.864971743 -1.123853498
#> [49,] -0.9216580803 -0.937684956 -0.53348578 -0.882417171 -0.960686968
#> [50,] -1.3546513967 -0.754523625 -0.08077550 -0.480046827 -0.621058856
#> [51,] -0.7630837737 -1.403913799 -1.03843185 -0.976960132 -0.679073623
#> [52,] -0.6875948073 -1.103186104 -0.73082103 -0.352301278 -0.280222104
#> [53,] 0.1342379017 -1.300475582 2.70803586 0.002797584 0.762230730
#> [54,] 0.0924578449 -1.312080845 0.97554847 -0.186851095 0.903641723
#> [55,] -0.4592288148 -1.105204410 0.20942339 0.124915576 0.776734421
#> [56,] 1.2067509519 0.910074811 0.08753985 -0.087806087 -1.271307696
#> [57,] -0.4820179367 -0.202012171 -0.70760511 0.456378698 0.137967671
#> [58,] -0.5475366622 1.003421495 -0.09238346 0.990433881 -0.217977094
#> [59,] -0.4877152172 0.146650309 -0.75403694 -0.521690751 -0.485691068
#> [60,] 1.5001608965 1.175986716 0.93201863 0.129980378 -0.249401759
#> [61,] -0.5726996510 0.032111405 0.85656692 0.379843920 0.125276940
#> [62,] -0.6130553877 -0.704065958 2.15085399 -1.572918445 -0.841031512
#> [63,] -0.3234436301 0.004359688 2.93148901 -0.612857178 -1.070068975
#> [64,] 0.3393399990 0.245547336 -0.29552269 -0.850902850 -1.184285546
#> [65,] 0.5415934560 0.234951226 1.76488946 -0.172782202 -0.578756422
#> [66,] 0.6408210910 0.355040474 0.95813653 0.693861614 0.821454137
#> [67,] 0.5245016145 0.780903183 -0.29262070 0.230150897 0.295695317
#> [68,] -0.4763206562 -0.010777612 0.88558681 0.299369851 0.626258621
#> [69,] -0.4805936166 0.030597674 1.59077012 0.562739530 0.990663872
#> [70,] 0.0307373064 0.012937491 1.54724029 -0.474982026 -0.622871818
#> [71,] -0.0001229629 0.289445506 -0.75113495 0.981992545 0.818432535
#> [72,] -0.5565573563 -0.465905769 -0.30132666 -0.495241232 -0.211933889
#> [73,] 0.2026052675 0.327793333 1.03358825 0.265604508 1.012419410
#> [74,] -0.0343066458 0.460496998 -0.32454258 -0.046724920 -0.479647863
#> [75,] -0.0333570990 0.378251000 1.02778427 0.441184294 0.334371828
#> [76,] -0.8623114087 -0.723744448 -0.80627274 -0.419831965 -0.835592628
#> [77,] -0.3960839562 -0.783284495 0.75789930 -1.079944430 -0.338841191
#> [78,] 0.0359598135 -0.085959536 -0.71050710 -0.043348385 0.165162092
#> [79,] -0.2237412217 -0.478520186 -0.13591329 -0.172782202 0.397825478
#> [80,] -0.5983374132 -0.794889758 0.78982118 -0.444593217 -0.563044090
#> [81,] -0.8907978111 -0.607187237 1.19029565 -0.553205072 0.044297996
#> [82,] -0.8917473578 -0.768147195 -0.78305683 -0.220616438 -0.284452347
#> [83,] -0.6657552322 0.101742985 0.81303709 0.237466721 -0.202869082
#> [84,] -1.1243863107 -0.181829104 0.13397168 -0.009020286 -0.666382892
#> [85,] -0.0751371559 0.208713239 2.89086116 -0.160964332 -0.848283358
#> [86,] -0.3277165904 -0.481043069 1.50951443 -1.036612239 -0.967938813
#> [87,] 2.7070348113 2.844621765 -0.37677838 1.724267346 0.063636251
#> [88,] 2.1259122025 1.815789934 0.34871886 1.258868362 0.034628868
#> [89,] 2.2949315233 2.226010767 3.40161122 1.695004048 1.117571174
#> [90,] 2.8432947694 2.081197263 1.01327432 0.995498682 -0.373287458
#> [91,] 0.1551279302 0.697648033 0.94362659 0.756890255 0.156701606
#> [92,] -0.3946596360 -0.582967557 2.92568503 -0.164903622 0.079952904
#> [93,] 0.4380928606 -0.700533921 0.34871886 0.405730683 1.161686569
#> [94,] -0.7099091559 -0.912456122 -0.21136501 -0.034907049 2.556458244
#> [95,] -0.4302676390 -0.711130031 1.54724029 -0.801380346 1.784136666
#> [96,] -0.8205313518 -0.095041916 2.92858702 -0.458099354 -0.755218003
#> [97,] 0.5354214021 0.572008442 -0.78595882 0.164308477 -0.912341329
#> [98,] -0.9154860265 -0.840806235 -0.10979539 -1.140159292 -0.641001432
#> [99,] 0.7699594485 0.481689218 0.19201145 0.685420278 1.112736610
#> [100,] 1.2428337282 1.304149190 -0.74242898 1.801364880 1.895331635
#> [101,] 1.2537535158 0.777875723 0.65342770 1.023073713 0.988246590
#> [102,] 1.9521451479 1.567033636 0.08173588 1.511545682 1.044448395
#> [103,] 1.4085296355 1.279424934 -0.75693893 1.742838285 1.747877437
#> [104,] -0.7910954027 -0.249946954 -0.41160224 0.398414859 1.064995292
#> [105,] -0.7569117198 -0.661681517 -1.23866909 0.128292111 -0.078379062
#> [106,] 0.1494306497 1.597812813 -0.29552269 2.866661467 2.997007876
#> [107,] 0.7049154964 1.492356288 0.10785378 1.814308262 1.370781456
#> [108,] 1.9839549639 1.819321971 -1.17772732 0.951603736 -0.211329569
#> [109,] 1.3733964059 0.667878009 -0.84980257 -0.010145797 -0.018551335
#> [110,] 1.5106059107 0.766270460 0.39515068 0.258851439 0.485451948
#> [111,] 1.4702501740 0.548293338 -0.36226843 -0.180098026 -0.037889590
#> [112,] 0.2367889504 0.085596532 0.60989786 -0.141267881 0.570056816
#> [113,] 0.0250400259 1.258232713 -0.54219175 1.397306270 0.318055175
#> [114,] 0.0824876041 -0.692460694 -0.44932810 -1.057996957 -0.897233317
#> [115,] -0.7464667056 0.068945501 -1.19513926 0.562176774 0.183896027
#> [116,] -1.1177394835 -0.455309659 0.18330549 0.115911485 0.452818642
#> [117,] -0.4340658260 1.000898612 -0.86141053 1.207657591 -0.733462466
#> [118,] 0.6863993348 1.295066810 -1.10227561 0.693298858 1.414896851
#> [119,] 0.2690735397 1.274883744 -0.22297296 0.727064202 0.209277488
#> [120,] 0.0364345869 1.414651481 0.63601576 0.620140614 -0.920801816
#> [121,] 0.3056310895 1.477218988 -0.66987926 1.223414751 -0.231876465
#> [122,] -0.7094343825 0.209722392 -0.48415197 1.410812407 1.984166746
#> [123,] -0.9510940295 -0.810531635 -0.72791904 -0.220053683 0.240702153
#> [124,] -0.9681858709 -0.768651771 0.01789212 -0.252130759 -0.269948655
#> [125,] -0.7459919322 -0.372054508 -0.02563772 -0.346110965 -0.112825330
#> [126,] -0.5086052456 -0.228754734 -1.04423583 -0.489613675 -0.161170969
#> [127,] -0.6097319741 -0.775715845 -0.66987926 -1.113709773 -0.990298671
#> [128,] -1.1429024723 -1.071397774 -0.32744456 -0.924061094 -1.232631185
#> [129,] -1.1267601776 -1.295934392 -0.10979539 -1.460930055 -1.288832990
#> [130,] -0.7664071873 -0.996215850 -0.69019318 -0.979211155 -1.401236600
#> [131,] -0.9743579248 -1.068370313 -0.25779683 -1.091762300 -1.416948932
#> [132,] -1.2407057871 -0.883190675 -0.76274290 -0.870599300 -1.369811935
#> [133,] -1.2801119771 -0.894795939 -1.18933528 -0.879040636 -1.123249178
#> [134,] -0.6339454162 -0.660672364 1.04519620 -1.077130651 -0.605950844
#> [135,] -0.9036166922 -0.763606005 -0.90203837 -1.025357125 -0.908715406
#> [136,] -0.9914497662 -0.717184951 0.22103134 -1.506513269 -0.690555712
#> [137,] -0.8898482643 -0.635948107 -0.56830965 -1.517768384 -0.734066786
#> [138,] -0.7080100624 -0.928602576 0.34871886 -1.222884384 -1.337178629
#> [139,] -0.7602351334 -1.125387477 -0.62634942 -1.268467598 -1.122644857
#> V42 V43 V44 V45 V46
#> [1,] 0.110198174 0.29834766 1.642757922 0.48340882 -0.10348623
#> [2,] 1.472817376 0.60955900 0.818636691 1.59456136 1.75544495
#> [3,] -0.134471019 -0.49220996 -1.027426145 -0.82592389 -0.80673269
#> [4,] -0.005235496 -1.40078539 -0.717012360 -0.49002530 -0.34691770
#> [5,] -0.176503932 -0.40329244 -0.317462123 -0.41478401 -0.75017790
#> [6,] -0.776257135 -0.69429525 -0.602855149 -1.04089898 -0.67559116
#> [7,] -1.347151920 -1.34420151 -0.692773500 -0.26094246 -0.67395189
#> [8,] -1.141378855 -0.86081352 -1.044627916 -0.83532905 -0.69608202
#> [9,] 0.090122753 -0.08480603 0.111800264 -0.51488179 -0.64608431
#> [10,] 0.150349016 -1.56002859 -0.225198076 -0.24750651 0.09896350
#> [11,] 2.081980933 0.78820239 -0.275239593 0.30672616 1.56692900
#> [12,] 2.333551052 0.20458009 -0.575488695 -0.44434309 -0.18381042
#> [13,] 3.295289191 2.54149429 0.534025563 1.66980264 3.27422779
#> [14,] -0.481399389 0.18356322 0.572338599 0.28186966 0.12765071
#> [15,] 0.729399442 -0.71207875 0.057067355 -0.22802440 -0.06496341
#> [16,] 0.907568803 0.72676846 0.659129355 0.55529112 0.41944062
#> [17,] -1.051039460 -0.65711155 -0.198613521 -0.54712806 0.33173972
#> [18,] -0.421800483 -1.31025119 -0.975038932 -0.36372743 0.35714839
#> [19,] -0.674625316 -0.50595176 -0.210342001 -0.61363598 -0.69608202
#> [20,] 0.681720317 0.16982142 -0.842116152 -0.33819913 0.14322377
#> [21,] -0.748026074 0.83508617 0.394065695 -0.65663100 -0.11660039
#> [22,] -0.207244421 -1.16474978 -1.127509178 -0.87765227 -0.60100441
#> [23,] -1.458194093 -1.40644378 -0.921869820 -0.76210315 -0.81165050
#> [24,] -0.287546105 0.43657399 0.039083685 -0.50950741 -0.71903179
#> [25,] -0.486418244 0.23448871 -0.394088196 -0.90452416 -0.66985372
#> [26,] -0.565465214 0.15527128 -0.156390991 -0.85010859 -0.76411169
#> [27,] -0.205362350 0.38403182 0.111800264 0.31545952 0.32600228
#> [28,] 1.358638419 1.25138185 1.346418314 -0.18167039 -0.87722126
#> [29,] 1.561274700 1.54885139 0.246286841 -0.14337795 -0.13873052
#> [30,] -0.222300986 0.39777362 0.944522382 0.73600456 0.55795886
#> [31,] 0.134665094 -0.12926480 -0.942981085 -1.22698680 -0.80755232
#> [32,] -0.572993497 -0.56576901 -0.571579201 -0.68081570 -1.12639017
#> [33,] -0.015900564 0.07767053 -0.358902755 -0.30528107 -0.18544969
#> [34,] -0.372866644 -0.52373527 -0.415199461 -0.53839469 -0.57149757
#> [35,] -0.707875232 -0.91578071 -0.389396804 -0.47457396 -0.43789714
#> [36,] -1.258694597 -1.37249345 -1.305000184 -1.05366313 -0.99606827
#> [37,] -1.244892745 -1.49293628 -1.391790940 -0.93273964 -1.01164133
#> [38,] -1.397340473 -1.12029102 -1.229156010 -1.25990487 -0.85181259
#> [39,] -1.032218753 -1.36602672 -1.024298550 -1.11614027 -0.96656143
#> [40,] -0.638238616 -0.68782852 -0.519191988 -0.40000447 -0.67641079
#> [41,] 0.942700790 0.29107259 -0.351865666 -0.33618374 -0.44363458
#> [42,] 1.351737493 0.76799386 -0.186885040 -0.52898953 -0.71493362
#> [43,] -0.466342823 -0.70237866 -0.948454376 -0.72649790 -0.69034458
#> [44,] 0.240061054 -0.14623996 -0.527792874 -0.55048704 -0.27397022
#> [45,] -0.094947534 -0.38227557 -0.943762984 -0.66536436 -0.44855238
#> [46,] 0.164150868 -0.44775120 -1.140801456 -0.78158527 -0.49363229
#> [47,] -1.487052511 -1.50263637 -1.348004612 -1.04291438 -1.21900887
#> [48,] -1.310765220 -1.29408436 -0.698246791 -0.51622539 -0.77230804
#> [49,] -1.391694261 -1.36926009 -0.605200846 -0.73254408 -0.70345873
#> [50,] -1.263713452 -1.85668979 -1.076685763 -0.85212398 -1.06737648
#> [51,] -0.293192317 -0.61022777 -0.925779313 0.19856681 0.99974189
#> [52,] -0.394824136 -1.41129383 -0.429273638 -0.16957804 0.15387902
#> [53,] 0.758885216 -0.06136414 -0.075073526 0.24626441 0.15715756
#> [54,] 0.762649358 -0.01286367 -0.121205549 0.25902856 0.30633105
#> [55,] 0.198655498 -0.62396957 -0.308079339 -0.16017288 -0.64198614
#> [56,] -0.935605789 0.22721364 0.513696197 0.10518701 -0.69854093
#> [57,] -0.943134072 -0.60699440 -0.673226033 -0.68014390 -0.58379209
#> [58,] 0.590126208 0.26601402 -0.272111999 -1.05433493 -0.85181259
#> [59,] 0.177325363 -0.19797379 -0.493389331 -0.78964684 -0.74280119
#> [60,] -1.258067240 -1.98521603 -1.685002953 -1.29080754 -1.23949974
#> [61,] 0.220612990 0.08656229 -0.178284154 0.09443825 0.19568038
#> [62,] -0.554172790 -0.73309562 -0.413635664 -0.81517513 -1.13376688
#> [63,] -1.389812190 -1.35470995 -1.120472090 -1.01872968 -0.78624182
#> [64,] -0.792568415 -0.73067060 -1.390227142 -0.86354453 -0.87640163
#> [65,] -0.550408649 -0.20767389 -0.859317924 -0.90586775 -0.98787193
#> [66,] 0.661017539 1.13740575 0.505877210 -0.42889175 -0.32396793
#> [67,] 0.446461476 0.02997841 0.387028607 -0.11650606 -0.47560033
#> [68,] 1.119615438 0.65078439 -0.150135801 -0.71037477 0.14404340
#> [69,] 0.846715183 0.73889358 0.283817978 0.12063834 -0.27151132
#> [70,] -0.015273207 0.42364054 -0.092275297 -0.51488179 -0.48625557
#> [71,] 0.629022336 -0.10986461 -0.551249835 -0.60758980 -0.32888574
#> [72,] 0.133410380 0.11323754 -0.179847952 -0.44703028 -0.41740627
#> [73,] 1.007945908 0.32178955 0.510568602 0.31814671 -0.93705458
#> [74,] -0.599969844 -1.16879149 -0.502772116 -0.33215296 -0.34036062
#> [75,] 0.624630838 0.42606556 -0.294005162 -0.25959886 -0.25675790
#> [76,] -1.005242406 -0.39035898 -0.362030349 -0.02715704 -0.27478986
#> [77,] -0.392314708 -0.45987632 -0.613801731 -0.36641461 -0.98787193
#> [78,] 0.011075783 -0.32407501 -0.067254539 -0.19913712 -0.24282411
#> [79,] -0.070480615 -0.47604314 0.003898243 -0.43225074 -0.61002039
#> [80,] -0.229201912 0.05261196 -0.540303253 -0.83868803 -0.44855238
#> [81,] 0.138429235 -0.90931399 -0.793638433 -0.41075323 -0.06496341
#> [82,] -0.890436092 -1.28276759 -0.049270869 -0.28378356 -0.68542677
#> [83,] -0.918039796 0.16901308 0.337768989 -0.35499406 -0.35183551
#> [84,] -0.737361007 0.33876472 -0.084456310 -0.57601534 -0.09610952
#> [85,] -0.125688023 0.76637718 -0.314334529 -0.83465725 -0.36904783
#> [86,] 0.108316104 -0.05732244 -1.485618784 0.03061752 -0.02398168
#> [87,] -1.099345942 -1.03379852 0.421432150 2.21194297 2.22919373
#> [88,] -0.698464879 -0.35317529 0.059413051 1.54484836 1.27431946
#> [89,] 1.299039513 1.63453555 1.225224016 1.86193663 1.90707735
#> [90,] -0.402979775 -0.63609468 0.560610119 1.64763333 1.29890850
#> [91,] 1.037431683 1.37344136 -0.258819721 -0.29184513 -1.12639017
#> [92,] 1.132162576 0.58369208 -1.054010700 -0.49002530 0.50960042
#> [93,] -0.655177252 0.03078675 0.818636691 0.23081308 -0.30019853
#> [94,] 3.505453755 2.34021735 1.757697032 3.04094069 3.85370943
#> [95,] 2.374329251 1.44295870 1.885928419 2.57874423 3.09882600
#> [96,] 0.148466946 0.60390061 -0.579398188 -0.86824711 -0.63788797
#> [97,] -0.620672622 1.00726283 0.716989859 -0.65595920 0.02683566
#> [98,] -0.474498463 -0.92386413 -0.296350858 0.05278683 -0.61247930
#> [99,] 1.087620235 1.50924267 2.162720559 1.87335719 1.38005232
#> [100,] 1.172313418 1.98454726 2.820297367 2.07691173 2.07346316
#> [101,] 0.812837910 1.92473001 2.520830165 1.72220282 0.95220308
#> [102,] 0.440815264 1.08243856 2.185395621 1.64696154 0.73090175
#> [103,] 1.447095743 2.07831483 2.828116354 2.67749841 2.69720506
#> [104,] 0.925134796 1.04040482 0.677113025 0.09914083 0.22764613
#> [105,] -0.147645514 0.20215507 0.131347732 -0.13262920 -0.04529218
#> [106,] 1.730661065 0.12778768 -0.337791490 0.59962973 1.02597019
#> [107,] 0.522999019 0.16658806 0.767813275 1.58582799 2.25378276
#> [108,] -0.598715130 0.21993857 1.455102234 1.48035584 1.60463219
#> [109,] -0.261824471 0.55378346 1.202548953 0.71517885 0.58500680
#> [110,] 0.327891021 0.86337811 1.175964397 0.62112724 0.16535390
#> [111,] 0.428895483 1.51894277 1.866380951 1.36950930 0.83007753
#> [112,] 0.737555081 0.80598589 -0.046143274 -0.59818464 -0.58543136
#> [113,] -1.386675406 0.54570005 0.963287950 1.48371482 1.74315043
#> [114,] -0.023428847 1.62079375 2.010250312 0.90126667 -0.07315976
#> [115,] -0.365965718 -1.01035663 -1.485618784 -1.09061198 -0.67313225
#> [116,] 0.767668213 0.63380923 -0.960964755 -0.50278944 -0.77558657
#> [117,] -0.157683225 0.77526893 1.828849813 1.81558263 0.40058902
#> [118,] 2.836063935 2.99659035 2.742889396 2.57135446 1.70544724
#> [119,] 1.088247592 1.49226751 2.092349676 2.12460933 0.36042693
#> [120,] 0.622748767 1.77761193 2.050127146 1.07190315 -0.48543594
#> [121,] 1.073818383 1.08405524 1.694363237 1.99562427 0.31862556
#> [122,] 1.517359717 2.47036028 2.245601821 3.43461384 3.59962271
#> [123,] 1.162903064 1.07435515 -0.692773500 -0.31065545 -0.34445880
#> [124,] 0.074438831 -0.68136179 -0.641168186 0.03666369 -0.22807069
#> [125,] 0.329773092 -0.62316123 -1.157221329 -0.49405608 0.26289041
#> [126,] 0.310952385 -0.27799956 -0.910141339 -0.89176001 0.35059131
#> [127,] -0.344008226 -0.03145552 -0.409726170 -0.77419550 -0.64690395
#> [128,] -0.742379862 0.01138656 0.494930628 0.52909103 0.63172597
#> [129,] -0.997714123 -0.44209281 0.057849254 0.18916165 0.61697255
#> [130,] -0.833973971 -0.10097286 0.244723043 0.02591494 0.38747487
#> [131,] -0.916785082 -0.31922496 -0.078983019 -0.02917243 0.43829221
#> [132,] -1.373500910 -0.79210452 -0.322935414 -0.24616292 0.11371692
#> [133,] -1.005869763 -0.66034492 -0.186885040 0.10988959 0.67434696
#> [134,] -1.300727509 -1.46949439 -0.597381859 -0.86220093 -0.76329206
#> [135,] -1.017789544 -0.38712562 -0.638040591 -0.68484648 -0.35019624
#> [136,] -1.150789209 -1.05643207 -0.360466552 -0.64991303 -1.17392897
#> [137,] -1.461958234 -1.55113684 -0.661497552 -0.67947210 -0.61903637
#> [138,] -0.810134408 -0.73067060 -0.474623762 -0.40470705 -0.43215969
#> [139,] -0.365338361 0.03967850 -0.229107570 -0.32409139 -0.03463693
#> V47 V48 V49 V5 V50
#> [1,] -0.148208725 0.72191224 -0.396613969 0.554872469 0.952862218
#> [2,] 1.816475530 1.10310685 0.448954194 -1.091699405 0.722758243
#> [3,] -0.998265379 -1.33621147 -0.830747959 -0.245330685 -1.179434622
#> [4,] -0.672451157 -0.66707586 -0.734273739 -0.698192909 -0.910979984
#> [5,] -0.058793544 0.23764784 -0.044766814 2.137691894 -0.312709647
#> [6,] -0.373583976 -0.63599132 -1.222319793 -1.131269891 -0.013574479
#> [7,] -0.943146432 -0.60163473 -0.836422913 -0.860871572 -0.972341044
#> [8,] 0.036745965 -0.34314224 -1.052071169 -0.786127322 0.507994532
#> [9,] -0.674900888 -0.95501686 -0.206503007 -0.229942162 -0.251348587
#> [10,] 0.097989240 -0.25152465 -0.200828052 2.007988636 -1.041372237
#> [11,] 1.385322876 -0.34805033 -0.870472638 0.077828281 2.065031434
#> [12,] -0.467898619 -0.11900635 -0.007879613 1.508960845 0.124487906
#> [13,] 3.869350101 3.27738858 4.137674367 -0.109032345 4.442772515
#> [14,] -0.192303883 0.47978004 0.514216166 -1.078509243 -0.251348587
#> [15,] 0.565887859 0.37834628 0.125481809 -0.495943760 -0.512133093
#> [16,] -0.158007649 -0.73415303 -0.527137914 -1.249981348 -0.596504551
#> [17,] 0.361335321 -0.83395076 -0.473225850 -0.157396272 0.538675062
#> [18,] 0.047769754 -0.09610196 0.187906304 -0.627845379 0.362262014
#> [19,] -1.211391975 -0.81431842 -1.176920160 -1.366494444 -0.435431768
#> [20,] -0.531591625 -0.43803189 -1.074770986 -0.816904366 0.201189231
#> [21,] 0.210676865 -0.79468608 0.556778322 -0.931219102 3.353613697
#> [22,] -0.503419719 -0.09282990 0.196418736 -1.368692804 -1.010691707
#> [23,] -0.823109613 -1.09735133 -0.856285252 -0.120024147 -0.427761635
#> [24,] -0.865979905 -0.78486991 -0.989646674 -0.045279896 -0.212997925
#> [25,] -0.703072795 -0.72924494 -1.423780664 -0.049676617 -1.010691707
#> [26,] -1.044810268 -0.98282934 -0.711573923 -1.146658413 -0.964670912
#> [27,] -0.093089778 -0.98446537 -0.998159105 -1.276361671 1.405400037
#> [28,] -0.623456537 -0.79141402 -0.135566080 -0.451976554 0.270220424
#> [29,] -0.409105076 -0.24007245 -0.620774657 1.528746088 -0.964670912
#> [30,] 0.176380631 0.28836472 0.102781993 -0.728969953 -1.263806080
#> [31,] -0.966418876 -1.30021885 -1.176920160 -1.355502643 -0.941660514
#> [32,] -0.861080444 -0.68998026 -1.032208830 -0.254124126 -1.187104755
#> [33,] -0.301316912 -0.30387756 -0.561187639 -0.583878173 0.446633472
#> [34,] -0.067367602 0.07895308 -0.314327135 -1.329122319 -0.611844816
#> [35,] -0.881903157 -1.02863814 -0.975459289 -0.205760199 -0.826608526
#> [36,] -1.140349777 -0.85521913 -1.145707912 -0.564092930 -0.972341044
#> [37,] -1.216291437 -1.28876665 -1.276231857 -0.388224105 -0.642525346
#> [38,] -0.935797239 -1.00082565 -0.938572087 -0.309083134 -0.811268261
#> [39,] -1.184444934 -0.96974111 -1.196782499 -0.076056941 -0.803598129
#> [40,] -0.698173333 -0.55746196 -0.615099703 -1.109286288 -0.351060310
#> [41,] -0.358885590 -0.06338139 -0.476063327 -0.986178110 0.254880159
#> [42,] -0.319689894 0.12803393 0.114131901 -0.966392867 -0.097945937
#> [43,] -1.016638361 -0.70797657 -0.470388373 -0.757548638 -0.489122695
#> [44,] -0.690824140 -0.93047643 -0.700224014 -1.065319081 -0.765247466
#> [45,] -0.968868607 -0.76360154 -0.529975391 -0.377232303 -1.110403429
#> [46,] -0.895376677 -1.07608296 -0.731436262 -0.201363478 -0.803598129
#> [47,] -1.035011344 -1.05481459 -0.966946858 -0.049676617 -0.703886406
#> [48,] -0.913749660 -0.77996182 -0.816560574 0.231713503 -1.486239923
#> [49,] -0.401755883 -0.50183700 -0.073141585 -0.797119123 0.868490761
#> [50,] -0.812085824 -0.84213090 -0.739948693 0.110803686 -0.757577334
#> [51,] 0.859855578 0.26218826 0.403554561 -1.140063332 1.574142952
#> [52,] 0.804736631 0.82007394 -0.047604291 0.834064229 0.185848966
#> [53,] 0.508319181 1.45648898 1.416533870 0.941783884 -0.374070708
#> [54,] 0.965194011 1.30761040 2.392625977 -0.994971551 1.520452025
#> [55,] 0.022047579 0.64665493 0.639065156 0.939585524 -1.018361839
#> [56,] -0.834133403 -0.91084409 -0.995321628 0.814278986 0.669067315
#> [57,] -0.741043625 -1.15134026 -1.159895298 2.247609910 -0.374070708
#> [58,] -1.041135671 -0.80777430 -1.020858922 -1.395073128 -0.857289056
#> [59,] -0.587935438 -0.74560522 -0.507275574 -0.588274893 -0.903309851
#> [60,] -1.435542361 -1.47527389 -1.483367682 -0.397017546 -1.532260718
#> [61,] -0.405430479 0.21801549 0.335455111 -0.179379875 -0.358730443
#> [62,] -0.461774292 -0.22862025 -1.151382866 1.616680500 -1.064382634
#> [63,] -0.111462760 0.38816245 0.692977220 1.614482140 0.500324400
#> [64,] -1.112177870 -1.11043955 -0.952759472 -0.124420867 -0.941660514
#> [65,] -1.145249239 -0.70634054 -1.193945022 2.663100009 -1.095063164
#> [66,] 0.160457380 -0.18771954 -0.246227685 0.293267592 0.185848966
#> [67,] -0.786363648 -1.34275559 -0.512950529 0.713154412 -0.481452563
#> [68,] 1.003164841 0.51577266 0.298567910 0.750526537 0.945192086
#> [69,] -0.026947041 -0.57545827 -0.651986904 2.139890255 -0.128626467
#> [70,] -0.355210994 -1.10225941 -0.405126400 1.528746088 -0.443101900
#> [71,] -0.633255461 -1.03191019 -0.791023280 0.302061033 -0.159306997
#> [72,] -0.270695275 0.50432046 0.582315615 1.133041231 -0.197657660
#> [73,] -0.449525637 -0.59018253 -0.981134243 -0.621250298 -1.033702104
#> [74,] 0.001224865 0.11494571 0.511378689 1.306711696 0.623046520
#> [75,] -0.260896351 -0.22371217 0.358154928 0.913205200 0.868490761
#> [76,] -0.481372140 -0.66543983 -0.087328970 1.555126411 -0.044255009
#> [77,] -0.978667531 -0.48384068 -0.351214336 1.456200197 -0.236008322
#> [78,] -0.194753614 -0.25806877 -0.388101538 -0.592671614 -1.148754092
#> [79,] -0.124936281 0.07240897 0.321267726 -0.157396272 0.208859364
#> [80,] 0.391956959 0.37016613 -0.169615805 1.135239592 -0.051925142
#> [81,] -0.671226292 -1.31167105 -1.205294930 1.242959247 -0.527473358
#> [82,] -0.334388280 0.04132443 0.383692221 0.352623320 -0.872629321
#> [83,] 0.258446620 0.68591961 1.549895292 0.796692104 0.960532351
#> [84,] -0.131060608 -0.61308693 -0.362564245 -0.981781389 -0.128626467
#> [85,] -0.647953847 -0.60490678 0.023332635 2.361924646 0.554015327
#> [86,] -0.903950736 -0.44948409 -0.027741952 3.408344155 2.095711964
#> [87,] 1.430642899 1.67898884 1.615157264 -1.032343677 2.356496469
#> [88,] 0.192303883 0.73172841 1.515845567 -0.185974956 2.295135409
#> [89,] -0.494845660 0.92477976 0.721351991 1.381455947 2.065031434
#> [90,] 0.497295391 -0.57055019 -0.535650345 0.102010245 0.070796979
#> [91,] -0.009798924 1.88185636 1.549895292 -1.179633818 -0.005904347
#> [92,] 2.534246711 3.34282971 2.699073499 1.629870662 0.086137244
#> [93,] -0.852506385 0.06750088 0.854713413 -1.030145316 -0.220668057
#> [94,] 2.258651974 0.78080926 -0.450526033 0.645005242 1.190636326
#> [95,] 2.590590523 0.62375053 0.497191304 0.216324981 1.029563544
#> [96,] -0.449525637 -0.48056863 0.119806855 1.280331372 0.661397183
#> [97,] 0.271920140 -0.21225997 0.261680708 -1.036740397 0.231869761
#> [98,] -0.545065146 -0.24988862 -0.209340484 0.020670913 -0.504462960
#> [99,] 1.309381215 1.47939338 1.325734604 0.398788887 0.392942544
#> [100,] 2.389712582 2.17634147 1.595294924 0.049249597 1.643174145
#> [101,] 0.451975368 0.74808869 1.186698228 0.820874067 0.469643870
#> [102,] -0.053894082 1.23071707 1.163998412 0.097613524 0.193519099
#> [103,] 3.313261166 3.07124900 2.565712078 -0.539910967 1.719875470
#> [104,] 0.633255461 0.71864018 0.698652175 -0.478356878 0.170508701
#> [105,] 0.003674596 -0.05520125 -0.371076676 -0.619051938 -0.527473358
#> [106,] 0.995815648 0.98204075 1.975516850 0.110803686 2.249114614
#> [107,] 2.864960395 2.54608389 2.089015932 -0.467365076 0.975872616
#> [108,] 1.919364232 1.45321693 1.132786164 -1.012558434 0.584695857
#> [109,] -0.395631555 -0.88793969 -0.663336813 -0.410207708 -0.596504551
#> [110,] -0.585485707 -0.97955728 -0.654824381 -0.601465055 -0.642525346
#> [111,] -0.107788164 -0.86667133 -0.671849244 -0.566291290 -0.772917599
#> [112,] -0.576911648 -0.61472295 -0.799535711 2.007988636 -0.634855213
#> [113,] 1.098704350 -0.06992550 0.219118552 -0.524522444 0.515664665
#> [114,] -0.957844818 -0.81104636 -0.600912317 -1.135666611 -0.872629321
#> [115,] -0.478922409 -0.20407983 -0.436338648 -0.990574831 -1.095063164
#> [116,] -0.497295391 0.11003762 0.185068827 -0.229942162 -1.148754092
#> [117,] -0.486271602 0.54031309 0.738376853 0.576856072 -0.849618924
#> [118,] 1.658467881 2.28595538 2.123065657 0.809882265 1.198306459
#> [119,] 0.449525637 1.85731594 1.507333136 -0.194768397 0.392942544
#> [120,] 0.067367602 1.44503678 1.595294924 1.344083821 0.768779038
#> [121,] -0.284168795 0.75626883 1.087386531 -0.572886371 -0.427761635
#> [122,] 3.548435341 3.04180049 3.011195976 -0.007907771 2.379506867
#> [123,] 0.383382900 0.79062543 0.548265891 -1.049930559 -0.182317395
#> [124,] 0.467898619 0.25400812 -0.093003924 0.629616720 -0.788257864
#> [125,] 0.864755040 0.34726174 -0.603749794 0.440557733 -0.435431768
#> [126,] 0.937022104 0.29490883 -0.529975391 -0.361843781 -0.174647262
#> [127,] -0.318465029 -0.14681884 -0.075979062 -0.641035541 -0.757577334
#> [128,] 0.791263110 0.46341975 0.065894791 0.143779091 0.147498304
#> [129,] 0.727570104 0.31944925 0.099944516 0.563665910 -0.443101900
#> [130,] 0.487496467 0.03150826 0.074407222 -0.232140523 -0.044255009
#> [131,] 0.666326830 0.27364046 -0.129891126 0.189944657 -0.228338190
#> [132,] 0.011023789 -0.29733345 -0.572537547 -1.375287885 -1.102733297
#> [133,] 0.970093473 0.65156302 0.312755295 0.042654516 -0.128626467
#> [134,] -0.650403578 0.23273975 0.593665523 0.935188803 0.577025725
#> [135,] 0.427478058 0.75463281 0.951187633 -0.678407666 0.692077713
#> [136,] -0.467898619 0.57794174 0.352479974 0.128390568 -0.159306997
#> [137,] -0.138409801 0.16893464 0.034682543 -0.770738799 0.270220424
#> [138,] 0.105338433 0.08549720 -0.095841401 -1.175237097 0.316241219
#> [139,] -0.221700655 -1.40819672 -1.046396215 -1.071914162 -0.642525346
#> V51 V52 V53 V54 V55
#> [1,] 0.78426899 -1.1717858823 -0.54758067 0.75816368 -0.25773783
#> [2,] 0.88009089 -0.0710198791 -0.97427653 0.62876903 -0.05445007
#> [3,] -0.02489378 -1.1249447757 -0.70943082 -0.01820420 0.33648793
#> [4,] -0.57853146 -0.9610009029 -1.29797683 -0.98147546 -1.18035149
#> [5,] 0.39033448 0.8658022512 2.14501734 0.35560255 -0.28901287
#> [6,] -0.42947516 -0.4340384546 1.77717608 1.04570734 -0.07008759
#> [7,] -1.02570036 -0.7619262002 0.26167010 -0.78019490 -0.50793814
#> [8,] 0.16675003 0.5730453355 0.36466565 -0.26261631 0.14883769
#> [9,] -0.85535030 -0.5160103910 -0.66528987 0.97382142 1.55621447
#> [10,] -0.04618754 -1.1249447757 0.74722056 -0.50702842 1.93151494
#> [11,] 2.84976341 2.5637923624 0.82078881 0.68627776 0.32085041
#> [12,] 2.14706943 2.3881382130 0.42352025 0.19745354 0.30521289
#> [13,] 2.53035706 0.5379145056 0.68836596 0.12556763 1.77513974
#> [14,] -0.54659083 -0.4223281780 -1.26854953 -0.32012505 -0.38283798
#> [15,] 0.12416252 -1.0781036692 -0.73885812 -0.33450223 -0.16391271
#> [16,] -0.91923157 -0.2232534753 -0.47401242 -0.62204589 -0.91451366
#> [17,] 0.10286876 -0.2935151351 0.29109740 -0.89521237 -0.21082527
#> [18,] -0.42947516 -0.4574590079 0.02625169 -1.01022983 -0.00753751
#> [19,] -0.71694088 -1.0429728393 -0.09145751 0.51375157 1.58748951
#> [20,] -1.03634724 0.4091014627 0.64422501 -0.19073040 0.36776296
#> [21,] 0.55003766 0.9009330811 1.67418053 0.41311129 -0.52357566
#> [22,] -0.73823464 -0.4691692845 -1.03313113 0.34122537 1.55621447
#> [23,] 1.58278487 3.0322034276 0.65893866 -1.26901912 0.18011273
#> [24,] -0.25912511 0.1631856535 1.30633927 0.55688312 -0.36720046
#> [25,] -1.30251920 -1.2303372654 -1.03313113 -0.66517744 -0.53921318
#> [26,] -0.09942193 -0.0241787726 0.46766120 -1.15400166 -0.78941350
#> [27,] -1.12152227 -0.4340384546 -0.88599463 0.67190058 0.27393785
#> [28,] -0.98311285 -0.7619262002 0.39409295 1.11759325 -0.30465038
#> [29,] -0.95117221 -1.1952064355 0.01153804 -0.46389688 0.53977568
#> [30,] -0.64241273 0.4208117393 2.05673543 -0.90958955 1.77513974
#> [31,] -0.52529707 -0.7619262002 -1.09198573 -0.95272110 -0.21082527
#> [32,] -1.52610365 -0.8790289665 -0.94484923 -0.39201096 0.39903800
#> [33,] -0.23783135 -0.9727111796 -1.09198573 -1.22588757 -1.03961381
#> [34,] -1.17475666 -0.9141597964 -0.90070828 -1.01022983 -1.18035149
#> [35,] -1.49416301 -0.8790289665 -0.78299907 -0.14759885 0.71178840
#> [36,] -1.14281602 -1.0898139459 0.39409295 -0.09009012 -0.69558838
#> [37,] -0.70629400 -0.5745617742 -0.90070828 -1.34090504 -1.21162653
#> [38,] -1.41963486 -1.0546831160 -0.26802131 -0.06133575 0.11756265
#> [39,] -1.18540354 -0.6448234340 -0.70943082 -1.21151039 -1.13343893
#> [40,] -1.37704735 -0.9258700731 -1.16555398 -1.24026476 -0.75813846
#> [41,] 0.99720656 -0.9844214562 -0.79771272 -0.43514251 0.55541320
#> [42,] -0.74888152 -0.9961317328 1.07092086 0.93068987 -0.14827519
#> [43,] -0.81276279 0.1514753768 -0.85656733 -0.78019490 -0.24210031
#> [44,] -1.44092862 -0.6799542638 -1.13612668 -1.13962448 -0.57048822
#> [45,] -0.84470342 -0.0944404324 -0.69471717 -1.02460701 -0.82068854
#> [46,] -0.19524384 -0.6214028807 -0.57700797 -0.36325659 -0.02317503
#> [47,] -0.36559389 -0.5862720508 -1.16555398 0.15432199 -0.55485070
#> [48,] 0.31580633 -0.0007582194 -0.31216226 -0.56453716 -0.71122590
#> [49,] -0.04618754 -0.2466740286 -0.07674386 -1.21151039 -0.57048822
#> [50,] 0.02834061 -1.1483653290 -0.35630322 0.11119044 -0.08572511
#> [51,] -0.48270956 -1.1600756056 -0.97427653 -0.01820420 0.49286312
#> [52,] -0.67435337 -1.1249447757 0.01153804 -0.40638814 -0.17955023
#> [53,] 0.68844708 -0.1998329220 -0.45929877 1.41951410 1.18091399
#> [54,] -0.16330320 -0.3989076247 -1.01841748 0.09681326 -0.91451366
#> [55,] 1.02914719 -0.1647020922 0.08510629 -0.30574786 -0.64867582
#> [56,] -1.39834111 0.9477741876 -0.79771272 1.33325100 0.58668824
#> [57,] -0.78082215 0.5964658887 -0.42987147 -0.39201096 -0.78941350
#> [58,] -0.39753453 -0.7033748171 -1.03313113 0.03930453 1.18091399
#> [59,] -0.53594395 0.2568678665 -0.37101687 -1.01022983 0.39903800
#> [60,] -1.68580683 -0.8321878600 1.98316718 1.40513691 -0.60176326
#> [61,] -0.82340967 0.7486994849 1.17391642 0.77254086 3.15124148
#> [62,] 1.05044095 -0.4457487313 2.35100844 0.02492735 0.77433848
#> [63,] 0.60327205 2.3881382130 0.12924724 -0.26261631 1.08708887
#> [64,] -0.22718447 -0.6565337106 -0.29744861 1.80769804 1.71258966
#> [65,] -1.35575359 0.4208117393 -0.04731656 -0.32012505 2.83849109
#> [66,] -0.26977199 -0.5745617742 1.05620721 1.00257579 -0.78941350
#> [67,] -1.38769423 -1.3357297551 -1.43039969 1.73581212 1.88460238
#> [68,] 1.00785343 1.0180358474 2.35100844 1.01695297 -0.80505102
#> [69,] -0.57853146 -0.1178609856 -0.01788926 -0.65080025 -0.89887614
#> [70,] -0.22718447 -0.0827301558 -0.88599463 1.89396113 0.63360080
#> [71,] -0.52529707 0.2334473132 0.99735261 0.74378650 -0.66431334
#> [72,] 0.58197829 1.6621010620 0.73250691 2.16712761 0.13320017
#> [73,] 0.67780020 -0.9610009029 0.49708850 0.09681326 -0.55485070
#> [74,] 0.61391893 0.3037089730 0.14396090 1.93709268 1.18091399
#> [75,] 0.28386570 -0.3403562416 1.11506181 -0.42076533 -0.22646279
#> [76,] 0.97591280 -0.1412815389 1.29162562 -0.73706335 0.11756265
#> [77,] -0.24847823 1.1117180604 1.07092086 0.29809382 -1.03961381
#> [78,] -0.13136257 -1.0195522861 0.29109740 0.01055016 0.36776296
#> [79,] -0.32300638 0.5379145056 0.48237485 0.11119044 -0.41411302
#> [80,] -0.19524384 -1.1717858823 -0.50343972 0.62876903 -1.19598901
#> [81,] -0.06748129 1.4981571892 -0.45929877 2.25339071 -0.14827519
#> [82,] 0.61391893 0.3037089730 0.27638375 -0.14759885 1.68131462
#> [83,] 1.67860678 -0.8204775834 0.83550246 -0.30574786 4.43351810
#> [84,] 2.07254128 -0.1061507090 -0.57700797 1.87958395 -0.88323862
#> [85,] 0.13480940 -0.1061507090 0.39409295 3.41794253 -0.36720046
#> [86,] 0.95461904 1.7206524451 1.51233037 0.49937438 1.50930191
#> [87,] 0.74168147 -0.3286459650 -0.54758067 -0.30574786 1.21218903
#> [88,] 0.50745014 -0.6331131573 -0.31216226 2.82847803 1.58748951
#> [89,] 0.36904072 2.0016990842 4.23435568 2.69908338 1.35292671
#> [90,] 0.14545628 0.6198864420 0.11453359 1.83645240 2.93231621
#> [91,] 0.52874390 0.5730453355 1.39462117 1.49140001 0.82125104
#> [92,] 2.15771631 3.7113994721 1.88017163 2.64157465 0.82125104
#> [93,] 0.91203153 1.5332880191 0.60008405 1.72143494 1.54057695
#> [94,] 3.16916977 3.5708761525 2.52757224 0.65752340 0.49286312
#> [95,] 1.95542562 3.8870536215 2.57171319 0.94506706 -0.02317503
#> [96,] -0.04618754 0.3154192496 0.79136151 -0.75144054 -0.91451366
#> [97,] -0.50400331 0.4793631224 -0.23859401 -0.88083518 -0.41411302
#> [98,] 0.16675003 -0.1178609856 -1.16555398 -0.85208082 -0.61740078
#> [99,] -0.31235950 -0.3754870715 0.34995200 -0.53578279 -0.77377598
#> [100,] 1.00785343 0.0460828872 -0.78299907 -0.03258139 0.21138777
#> [101,] -0.84470342 0.4325220159 0.26167010 0.09681326 -1.05525133
#> [102,] 0.59262517 1.1000077838 0.73250691 -0.33450223 -0.47666310
#> [103,] 1.19949725 0.8540919746 -0.47401242 -0.52140561 -0.03881255
#> [104,] 0.49680327 -0.0475993259 -0.51815337 -1.36965940 -0.97706373
#> [105,] -0.70629400 -0.5745617742 -0.45929877 -0.36325659 -0.85196358
#> [106,] -1.39834111 -0.5862720508 -1.12141303 -1.08211574 -0.08572511
#> [107,] 0.24127818 1.0531666773 -0.94484923 -1.25464194 -0.36720046
#> [108,] 0.11351564 -0.5394309443 -0.91542193 -1.16837884 -0.82068854
#> [109,] -1.20669729 -0.2232534753 -0.40044417 -0.24823913 -0.82068854
#> [110,] -1.43028174 -0.5043001144 -0.03260291 -1.26901912 -0.83632606
#> [111,] -1.19605042 -0.3871973481 -0.79771272 -0.85208082 -1.13343893
#> [112,] -0.38688765 -0.0593096025 0.17338820 -0.11884448 -0.96142621
#> [113,] -0.35494701 -1.0195522861 0.49708850 0.44186565 1.30601415
#> [114,] -0.04618754 -0.9258700731 -1.13612668 -0.27699350 -0.25773783
#> [115,] -0.71694088 0.0812137171 -0.07674386 -0.92396673 -0.47666310
#> [116,] -0.42947516 0.2217370366 -0.91542193 0.11119044 -0.88323862
#> [117,] 0.96526592 0.9009330811 -0.63586257 -0.76581772 -0.14827519
#> [118,] 2.22159758 0.5730453355 -0.98899018 -0.19073040 0.50850064
#> [119,] 2.11512880 0.6315967186 -1.22440858 -0.06133575 0.69615088
#> [120,] 1.99801313 0.4676528458 1.42404847 0.55688312 -0.11700015
#> [121,] 1.81701620 0.1631856535 -1.22440858 -0.56453716 0.16447521
#> [122,] -1.11087539 -0.5745617742 1.45347577 -0.03258139 -0.77377598
#> [123,] 0.43292199 -0.3637767949 0.01153804 -0.19073040 -0.99270125
#> [124,] 0.68844708 -0.0710198791 0.08510629 -0.70830899 -0.94578870
#> [125,] -0.21653759 -0.2232534753 -0.59172162 -0.89521237 -0.25773783
#> [126,] 0.53939078 0.0812137171 -0.12088481 -0.85208082 -0.67995086
#> [127,] -0.73823464 -0.5160103910 -0.32687591 -1.15400166 -0.14827519
#> [128,] 0.48615639 -0.0358890492 -0.13559846 -0.49265124 -1.08652637
#> [129,] 1.30596603 0.4442322926 -0.68000352 -1.38403659 -0.96142621
#> [130,] 0.08157500 0.0577931638 -1.10669938 -1.21151039 -0.46102558
#> [131,] 0.29451257 -0.3637767949 -0.45929877 -0.32012505 -0.78941350
#> [132,] 0.46486263 0.1631856535 0.01153804 -0.09009012 -0.85196358
#> [133,] -0.22718447 0.2685781431 -0.38573052 -1.06773856 -0.80505102
#> [134,] -0.13136257 -0.4223281780 -0.84185368 -0.90958955 -0.71122590
#> [135,] 0.47550951 -0.1295712623 -0.06203021 1.33325100 -0.86760110
#> [136,] -1.14281602 -0.7736364769 -0.13559846 0.41311129 -0.39847550
#> [137,] -0.03554066 0.3856809094 -1.07727208 -0.79457208 -0.41411302
#> [138,] -1.23863793 -0.4808795611 -0.82714002 0.28371664 -0.82068854
#> [139,] 0.24127818 0.2217370366 0.39409295 -0.85208082 -0.77377598
#> V56 V57 V58 V59 V6
#> [1,] 1.862867767 2.069825372 0.1925755704 0.33014121 -0.072678414
#> [2,] -0.068436704 -0.478845461 -0.5049620005 -0.60829699 -1.142455854
#> [3,] -1.260092654 -0.047531935 -0.4352082434 0.64921019 -0.656036015
#> [4,] 0.260295972 -0.341609339 -0.8014154681 -0.40184058 -0.065754288
#> [5,] 1.267039792 0.344571270 1.2214434873 -0.68337204 1.180588360
#> [6,] -0.171165665 -0.831738346 -0.6619079539 -0.30799676 -0.617953323
#> [7,] 0.342479141 -0.635686743 -1.2199380105 -0.36430306 -1.287862496
#> [8,] -1.177909485 -0.302399019 -0.2608238507 -0.25169047 -0.834332255
#> [9,] -0.458806756 0.775884795 2.1456807686 1.39996074 -1.164959263
#> [10,] -0.006799327 1.520880885 -0.4177698041 2.39470522 2.191510730
#> [11,] -0.582081510 0.403386751 -1.0106767393 0.01107222 0.271796846
#> [12,] -1.075180524 -0.576871262 -0.6270310753 0.74305401 -0.379070982
#> [13,] 1.287585584 -0.890553826 1.5178969549 0.63044143 0.084845448
#> [14,] -1.034088939 -0.890553826 -0.6270310753 -0.04523407 0.051955851
#> [15,] -0.027345119 0.599438353 1.5178969549 0.42398502 -0.366953762
#> [16,] -1.342275823 -1.321867352 -0.8537307859 -0.28922800 -1.518089680
#> [17,] 0.979398701 0.481807392 -0.2782622899 -0.75844710 -0.868952884
#> [18,] -0.602627302 0.834700276 -0.9234845429 0.34890997 -1.431538107
#> [19,] 1.308131377 0.481807392 0.3320830845 -0.38307182 -0.413691611
#> [20,] 0.363024933 -0.400424820 -0.9409229822 -0.12030913 -0.891456293
#> [21,] -0.068436704 0.109309347 0.5587827950 -0.25169047 -0.605836103
#> [22,] 0.506845479 3.030478225 1.9015426189 -0.49568440 -1.433269139
#> [23,] 0.404116518 0.050493866 1.8666657403 0.68674772 0.699361615
#> [24,] 1.082127662 2.795216302 0.2448908882 0.08614728 -0.557367222
#> [25,] -0.273894626 1.344434443 1.0296206553 -0.40184058 -0.081333572
#> [26,] -1.198455277 0.756279635 -0.2608238507 -0.47691564 -0.927807953
#> [27,] -1.157363693 0.599438353 -0.4177698041 -0.04523407 -1.021283652
#> [28,] 2.499787327 2.442323417 0.5064674772 -0.04523407 1.365808726
#> [29,] -0.150619873 0.030888706 0.0007527384 -0.79598462 1.480056802
#> [30,] 0.650666025 -0.733712544 0.4018368416 0.38644750 -0.408498517
#> [31,] -0.766993640 -0.420029980 -1.0455536178 -0.38307182 -0.451774303
#> [32,] -0.540989925 -0.870948666 -0.1561932150 -0.27045924 -0.598911977
#> [33,] -0.582081510 1.246408642 1.1691281695 -0.83352215 -0.623146417
#> [34,] -0.623173094 -0.733712544 -1.0804304964 -0.72090957 -1.102642131
#> [35,] 0.938307116 -0.537660942 -0.9583614215 -1.24643496 -0.003437156
#> [36,] -0.397169380 -0.870948666 -0.6619079539 -0.96490350 -0.211160931
#> [37,] -0.643718887 -0.694502224 -0.8886076644 -0.92736597 -0.432732957
#> [38,] -1.075180524 -0.733712544 -0.7839770288 -0.79598462 -0.171347207
#> [39,] -0.972451562 -0.322004179 -0.4003313648 -0.90859721 -0.444850177
#> [40,] -1.177909485 -0.792528025 -0.6793463932 -0.40184058 -0.709697990
#> [41,] 0.589028648 -0.400424820 -0.7142232717 0.01107222 -0.384264076
#> [42,] -0.540989925 0.736674475 1.8492273010 4.15896902 -1.171883389
#> [43,] -1.136817900 -0.537660942 -0.8537307859 -1.19012866 -0.420615737
#> [44,] -0.828631017 -0.949369307 -0.6444695146 -1.24643496 -1.287862496
#> [45,] -1.486096369 -1.106210589 -0.4177698041 -0.90859721 0.292569223
#> [46,] -0.664264679 -0.910158987 -0.9409229822 -0.43937811 -0.718353147
#> [47,] 0.013746465 0.030888706 -0.2957007292 -0.32676553 -0.285595283
#> [48,] -0.232803042 -0.498450621 -0.3305776078 0.01107222 0.867271666
#> [49,] -0.088982496 -0.361214499 -0.6095926361 -0.55199069 -0.290788378
#> [50,] -0.376623587 -1.400287993 -0.8711692251 -0.87105968 -0.244050528
#> [51,] 0.219204388 -0.263188698 -0.2085085329 -0.79598462 -0.015554376
#> [52,] 0.363024933 -0.851343506 -0.7491001502 -1.11505361 0.235445185
#> [53,] -0.273894626 0.070099026 0.3669599631 0.70551648 0.481251652
#> [54,] -0.397169380 0.305360949 -0.2782622899 -0.08277160 -0.934732079
#> [55,] -0.047890911 0.579833193 1.5353353942 2.77008050 -0.095181823
#> [56,] -1.116272108 -0.733712544 -0.6793463932 0.78059154 2.698702947
#> [57,] 0.815032363 -0.812133185 -0.5921541968 0.16122233 4.838257826
#> [58,] 1.534135091 -0.086742256 0.2100140096 0.83689783 -0.238857434
#> [59,] 0.178112803 0.521017712 -0.9932383000 -0.83352215 0.339307072
#> [60,] 1.246494000 1.756142808 0.1402602525 1.24981063 0.039838630
#> [61,] 0.280841764 3.285345308 2.6339570682 2.20701759 -0.271747032
#> [62,] 2.273783612 3.050083385 -0.2782622899 0.76182277 0.280452003
#> [63,] 0.938307116 -0.714107384 0.4890290380 2.92023061 -0.808366783
#> [64,] -0.047890911 -0.772922865 0.4715905987 -0.45814687 -0.962428583
#> [65,] 4.122904914 0.442597071 -0.3305776078 1.41872951 -0.180002364
#> [66,] 1.082127662 -0.165162897 -0.5049620005 1.15596681 -0.470815649
#> [67,] 0.095929634 0.834700276 0.7157287485 0.74305401 -0.441388114
#> [68,] -0.171165665 0.913120917 0.0705064955 0.10491604 -0.424077800
#> [69,] 0.465753895 0.109309347 0.5936596736 1.66272344 -1.055904281
#> [70,] 0.157567011 2.814821462 4.3254856774 1.53134209 0.804954534
#> [71,] -0.068436704 -0.400424820 -0.6967848324 -0.51445317 1.116540196
#> [72,] -0.725902055 -0.478845461 1.2563203659 0.57413513 1.789911432
#> [73,] 1.821776183 1.305224122 0.0705064955 3.25806836 0.323727789
#> [74,] -0.438260964 0.070099026 -0.3131391685 0.34890997 1.327726034
#> [75,] 0.383570726 -0.380819660 -0.4875235612 -0.17661542 0.827457943
#> [76,] -0.540989925 -0.165162897 0.7157287485 0.01107222 1.537180840
#> [77,] 0.979398701 -0.400424820 -0.9060461037 -0.83352215 0.839575163
#> [78,] 0.527391271 -0.439635140 -0.8537307859 0.12368480 -0.507167310
#> [79,] 1.657409845 0.266150629 -0.6444695146 -0.36430306 -0.185195459
#> [80,] 1.164310831 -0.518055781 2.9827258536 0.08614728 0.882850949
#> [81,] 0.712303402 0.638648674 -0.0864394580 0.46152255 0.843037226
#> [82,] -0.705356263 -0.165162897 0.4541521594 0.19875986 1.338112222
#> [83,] 0.506845479 1.030751879 3.7500171815 1.06212299 1.128657416
#> [84,] 0.219204388 0.971936398 0.6982903092 0.48029132 0.682051301
#> [85,] -0.191711457 -1.027789948 0.1053833740 1.38119198 0.692437489
#> [86,] -0.438260964 -0.576871262 0.7331671877 1.49380456 2.740247702
#> [87,] 0.691757609 2.265876975 1.1865666088 -0.08277160 0.413741425
#> [88,] 2.787428418 1.011146719 2.2328729650 2.58239286 0.309879538
#> [89,] 3.547622731 1.305224122 0.0007527384 -0.88982844 -1.388262321
#> [90,] -0.910814186 0.187729988 0.8552362626 0.17999109 0.167934958
#> [91,] -0.561535718 -0.929764147 1.5527738334 -0.25169047 -1.299979717
#> [92,] 1.739593014 2.011009892 2.1108038901 2.52608657 3.015481703
#> [93,] 2.232692028 0.697464154 0.3669599631 0.10491604 0.034645536
#> [94,] 1.082127662 -1.067000269 0.6285365521 0.02984098 2.428662040
#> [95,] -0.623173094 2.520744058 0.9947437768 0.79936030 -0.690656644
#> [96,] -0.582081510 0.246545469 0.4890290380 0.42398502 0.237176216
#> [97,] -0.232803042 -0.870948666 -0.1213163365 -0.81475339 -0.946849299
#> [98,] -0.931359978 -0.988579628 -0.5921541968 -0.40184058 0.926126736
#> [99,] -0.171165665 -0.282793858 -0.4875235612 -1.32151001 0.432782771
#> [100,] 0.321933349 0.168124828 -0.9234845429 -0.45814687 -0.337526227
#> [101,] 0.424662310 -0.047531935 -0.2259469721 -1.03997855 -0.015554376
#> [102,] -1.095726316 -0.341609339 -0.3654544863 -0.85229092 0.161010832
#> [103,] 0.260295972 -0.008321615 -0.5398388790 -0.32676553 -0.628339512
#> [104,] -0.561535718 -0.890553826 -0.8886076644 -0.94613473 -0.868952884
#> [105,] -0.253348834 -0.733712544 -0.6444695146 -1.13382237 -0.282133220
#> [106,] -1.157363693 0.187729988 0.6110981128 0.19875986 0.720133993
#> [107,] 1.143765039 0.658253834 -0.4003313648 0.23629739 -1.113028319
#> [108,] -0.376623587 -0.145557737 -0.6619079539 -0.55199069 -1.341524471
#> [109,] -0.972451562 -1.204236390 -1.0978689356 -0.75844710 -0.365222730
#> [110,] -0.376623587 -1.243446711 -1.1153073749 -0.73967833 -1.175345452
#> [111,] -1.403913200 -0.635686743 -0.8537307859 -0.85229092 -0.491588027
#> [112,] -1.054634731 -0.949369307 -0.4003313648 0.01107222 -0.244050528
#> [113,] 1.143765039 0.697464154 0.8552362626 0.78059154 -0.585063725
#> [114,] 0.383570726 0.226940308 0.2100140096 -0.60829699 0.401624205
#> [115,] -0.088982496 -0.655291903 -0.4875235612 -0.47691564 -0.690656644
#> [116,] -0.294440418 0.521017712 -0.0864394580 -0.36430306 0.671665112
#> [117,] -0.808085224 -1.165026070 -0.2957007292 -0.10154036 1.383119040
#> [118,] -0.027345119 -0.361214499 -0.9060461037 -0.55199069 -0.095181823
#> [119,] -0.746447848 -0.635686743 -0.7491001502 -0.77721586 0.019066253
#> [120,] -0.643718887 -0.616081583 -0.8014154681 -0.32676553 1.860883722
#> [121,] -0.705356263 -0.341609339 -0.3828929256 -0.73967833 -0.001706125
#> [122,] -0.931359978 -0.243583538 0.2448908882 -0.04523407 0.953823239
#> [123,] -0.664264679 -1.047395108 -0.0690010187 -0.23292171 -0.316753850
#> [124,] 0.054838050 -0.792528025 -0.4700851219 -0.94613473 0.687244395
#> [125,] -1.424458992 -0.400424820 -0.6619079539 -1.34027877 0.050224819
#> [126,] -0.705356263 -0.910158987 -0.6444695146 -1.11505361 -0.266553937
#> [127,] -0.705356263 -0.067137096 -0.5049620005 -0.94613473 -0.929538985
#> [128,] -1.013543147 -0.400424820 -0.9757998608 -0.90859721 -0.417153674
#> [129,] -0.294440418 -0.988579628 -0.1736316543 -1.03997855 -0.342719321
#> [130,] -1.239546862 -0.968974467 -0.9757998608 -0.85229092 -1.343255503
#> [131,] -1.034088939 -0.910158987 -1.0455536178 -0.70214080 -0.453505335
#> [132,] -1.034088939 -0.733712544 -0.5049620005 -0.28922800 -0.836063286
#> [133,] -0.109528288 -0.674897064 -1.1153073749 -1.07751608 0.541837753
#> [134,] 0.445208102 -0.400424820 -0.3828929256 -0.13907789 0.129852266
#> [135,] 0.506845479 -0.184768057 0.7331671877 2.26332388 1.042105843
#> [136,] -0.273894626 -0.792528025 -0.7142232717 -0.19538418 -0.121147295
#> [137,] 0.260295972 1.285618962 1.1342512910 0.08614728 0.247562405
#> [138,] -0.849176809 -0.792528025 0.1053833740 -0.68337204 0.564341162
#> [139,] -0.314986211 -0.674897064 -0.6444695146 -0.21415295 -1.194386798
#> V60 V7 V8 V9
#> [1,] -0.699019439 0.563542129 0.402211409 1.323349e+00
#> [2,] 1.598953481 -0.165077157 -0.024813277 -1.029988e+00
#> [3,] 0.977149043 0.018316813 1.540067958 1.749780e+00
#> [4,] 0.112029827 0.005099230 0.707041339 3.823889e-01
#> [5,] 1.220463823 -0.771433796 0.139426987 3.617702e-01
#> [6,] -0.482739635 -0.234469470 -0.785574180 -6.888434e-01
#> [7,] -0.590879537 -1.324920101 -1.343991078 -1.287721e+00
#> [8,] -0.699019439 -1.106829975 -0.442640509 -6.447945e-01
#> [9,] 0.112029827 -1.101873381 -1.250702608 -6.044944e-01
#> [10,] 0.409414557 1.615992208 0.969825761 -2.230495e-01
#> [11,] 0.247204704 0.801458630 0.323376082 -2.164890e-01
#> [12,] 0.463484508 -1.040742058 -1.413628949 -6.185526e-01
#> [13,] 2.058548064 1.924953220 1.432326345 -1.520150e+00
#> [14,] -0.455704659 -0.288992001 -1.123252163 -7.178970e-01
#> [15,] -1.266753925 -0.338557939 -1.287492427 -9.006532e-01
#> [16,] -0.374599733 -1.085351402 -1.425454248 -1.117149e+00
#> [17,] -1.050474121 -0.842478307 -0.869665195 -1.005621e+00
#> [18,] 0.003889925 -1.460400331 -0.846014597 1.865118e-01
#> [19,] 0.463484508 0.399974534 0.205123092 8.623017e-02
#> [20,] -0.942334219 -0.497168940 -0.764551426 -1.057167e+00
#> [21,] 1.274533774 0.770066869 0.256366055 -6.775969e-01
#> [22,] -0.536809586 -0.358384314 -0.366433026 3.074120e-01
#> [23,] 0.328309631 0.241363533 0.980337138 -1.180819e-01
#> [24,] 1.734128358 -0.293948595 -0.528045446 -1.233363e+00
#> [25,] -0.455704659 -0.586387628 -0.161461177 -8.790973e-01
#> [26,] 0.355344606 -1.924667948 -1.178436891 -8.491066e-01
#> [27,] 0.598659386 0.167014626 0.124973843 -9.390788e-01
#> [28,] -0.077215002 -0.032901323 -0.355921649 -1.044046e+00
#> [29,] 2.166687967 0.370234971 0.199867404 -1.134019e+00
#> [30,] -0.131284953 -0.189860126 -0.798713401 -1.311152e+00
#> [31,] -0.942334219 -0.705345879 -0.860467740 -9.100253e-01
#> [32,] -0.753089390 -0.338557939 -0.759295738 -1.050607e+00
#> [33,] 0.166099778 -0.973001943 -1.529254095 -7.478878e-01
#> [34,] -0.671984464 -0.563256857 -0.499139160 -7.010272e-01
#> [35,] -0.942334219 -0.097337042 -0.549068200 -5.032756e-01
#> [36,] -0.834194317 -0.510386523 -0.840758909 -6.840967e-02
#> [37,] -1.131579048 -0.440994210 -0.464977185 1.312770e-02
#> [38,] -0.753089390 -0.275774418 -0.541184667 -9.465158e-02
#> [39,] -0.753089390 -1.154743715 -0.510964459 -4.386081e-01
#> [40,] -0.726054415 -1.265440976 -0.451837964 -8.069321e-01
#> [41,] 0.139064802 -0.820999734 -0.731703373 -1.480787e+00
#> [42,] 0.139064802 -1.381094830 -0.998429562 -1.348640e+00
#> [43,] -1.104544072 -0.482299159 -0.508336614 -5.117105e-01
#> [44,] -0.617914513 -1.108482173 -0.945872678 -6.026200e-01
#> [45,] -1.131579048 0.074491542 -0.353293805 -4.292360e-01
#> [46,] -0.942334219 -0.968045349 -1.036533303 -6.635387e-01
#> [47,] -0.509774610 -0.320383762 -0.828933610 -7.085249e-01
#> [48,] -0.104249978 -0.072554073 -0.902513248 -3.561335e-01
#> [49,] -0.753089390 0.892329516 0.073730881 -5.941851e-01
#> [50,] -0.834194317 -0.302209585 -1.052300369 -1.148077e+00
#> [51,] 0.544589435 -0.237773866 -0.295481232 5.670195e-01
#> [52,] 0.301274655 0.330582221 -0.375630481 -5.154594e-01
#> [53,] 0.274239680 1.510251540 1.278597458 1.213695e+00
#> [54,] -0.915299243 0.373539367 0.889676513 1.649559e-01
#> [55,] 3.112912110 1.032766340 0.591416193 -2.408565e-01
#> [56,] 0.517554460 1.827473542 1.014499113 1.611073e+00
#> [57,] -0.131284953 4.181855587 3.006405035 1.623256e+00
#> [58,] -0.050180027 0.991461392 0.586160505 -9.277716e-02
#> [59,] -1.185648999 1.237638883 0.481046736 -3.083357e-01
#> [60,] 1.436743627 -1.739621780 -0.815794389 -3.776893e-01
#> [61,] 1.031218995 0.005099230 1.855409265 -4.601639e-01
#> [62,] 1.977443138 -0.518647513 -0.509650537 3.842633e-01
#> [63,] 1.788198309 -0.604561805 -0.818422233 -3.045869e-01
#> [64,] -1.050474121 -0.234469470 0.122345999 -1.029988e+00
#> [65,] 0.923079092 -0.721867858 -0.266574946 -8.809717e-01
#> [66,] 0.923079092 -1.361268455 -0.438698743 -1.076849e+00
#> [67,] 1.139358897 -0.569865649 -1.114054708 -5.651316e-01
#> [68,] 0.220169729 0.361973982 -0.156205488 -1.165884e+00
#> [69,] 2.031513089 -0.784651379 -0.613450383 -1.127458e+00
#> [70,] -0.131284953 0.477627836 -0.688343944 -4.929663e-01
#> [71,] 0.571624411 -0.072554073 -0.258691413 -3.064613e-01
#> [72,] -0.888264268 0.480932232 -0.480744250 -3.252055e-01
#> [73,] 3.788786498 1.328509768 0.290528030 -8.238019e-01
#> [74,] 0.247204704 1.174855361 0.521778321 1.621443e-01
#> [75,] -0.509774610 0.955113037 -0.391397546 -2.521031e-01
#> [76,] -0.671984464 0.249624523 0.417978474 5.630009e-03
#> [77,] -0.942334219 0.195101991 0.471849281 1.565210e-01
#> [78,] -0.726054415 -0.429428825 -0.211390217 -4.395453e-01
#> [79,] -0.753089390 0.281016283 -0.284969855 -1.358889e-01
#> [80,] 0.436449533 -0.009770552 -0.086567617 3.955098e-01
#> [81,] 0.247204704 1.546599895 1.731900586 1.063741e+00
#> [82,] 1.788198309 1.186420747 0.789818432 1.183704e+00
#> [83,] -0.942334219 3.003838466 2.844792615 1.515477e+00
#> [84,] 1.842268260 1.444163623 1.890885162 1.286798e+00
#> [85,] -0.185354904 0.950156443 1.138007792 -6.278640e-02
#> [86,] 1.139358897 1.425989446 0.490244191 9.747670e-02
#> [87,] 0.760869239 2.014171908 1.794968848 2.482679e+00
#> [88,] -0.455704659 -0.419515637 3.847315186 3.792900e+00
#> [89,] 1.166393872 -0.705345879 1.817305523 3.717923e+00
#> [90,] 2.301862844 3.509411031 4.329524601 3.588588e+00
#> [91,] -0.996404170 -1.039089860 1.001359892 2.052499e+00
#> [92,] -0.023145051 2.242175222 0.548056763 -1.153700e+00
#> [93,] 1.463778603 0.231450345 -0.855212052 -1.640052e-01
#> [94,] 0.544589435 0.956765235 0.950116930 8.566177e-01
#> [95,] -1.158614023 -1.764404749 -0.633159215 5.998826e-02
#> [96,] 0.274239680 0.143883855 0.511266944 1.246558e-01
#> [97,] -0.131284953 -0.753259619 -1.263841829 -3.073985e-01
#> [98,] -1.158614023 0.528845972 -0.116787825 -2.904680e-02
#> [99,] -0.780124366 0.786588849 0.102637168 1.148090e+00
#> [100,] -0.590879537 0.056317365 0.004093009 3.636447e-01
#> [101,] -0.590879537 0.674239390 1.082823063 1.278363e+00
#> [102,] -0.996404170 0.099274511 0.554626374 1.290546e+00
#> [103,] -0.996404170 -0.427776627 -0.424245599 7.853897e-01
#> [104,] -0.699019439 -0.702041483 -0.568777032 -2.305472e-01
#> [105,] -0.563844562 -0.026292531 -0.388769702 2.614887e-01
#> [106,] -0.671984464 0.477627836 0.248482522 6.982290e-01
#> [107,] -0.374599733 -0.969697547 -0.233726893 -4.311104e-01
#> [108,] -0.671984464 -1.518227258 -1.530568017 -1.132144e+00
#> [109,] -0.293494806 -0.318731564 -1.538451550 -4.957780e-01
#> [110,] -0.861229292 -1.344746476 -1.115368630 -3.551963e-01
#> [111,] -0.455704659 -0.657432139 -1.102229409 -1.245547e+00
#> [112,] -0.969369194 -0.994480516 -0.294167310 1.385205e+00
#> [113,] 0.274239680 -1.027524474 -0.252121803 6.804220e-01
#> [114,] -0.185354904 -0.302209585 0.818724718 1.560463e+00
#> [115,] -0.104249978 -0.744998629 -0.941930911 -3.186450e-01
#> [116,] 0.787904215 -0.399689262 -0.647612358 -7.403294e-02
#> [117,] -0.104249978 -0.151859573 0.534917542 1.037499e+00
#> [118,] -1.104544072 -0.391428273 0.036941062 7.169733e-01
#> [119,] -0.671984464 -0.300557387 0.130229532 8.388107e-01
#> [120,] -0.023145051 1.759733427 1.614961518 1.778833e+00
#> [121,] 0.003889925 0.147188251 0.729378015 8.903573e-01
#> [122,] -0.428669684 0.396670138 0.140740909 1.266179e+00
#> [123,] -1.077509096 0.479280034 -0.093137227 -1.199563e-01
#> [124,] -0.996404170 0.437975086 -0.099706838 6.742526e-06
#> [125,] -0.077215002 -0.287339803 -0.112846059 -4.273615e-01
#> [126,] -1.131579048 -0.292296397 -0.581916253 -5.257687e-01
#> [127,] -1.185648999 -0.239426064 0.519150477 3.823889e-01
#> [128,] -0.780124366 -0.885435453 -0.245552192 7.498363e-02
#> [129,] -0.807159341 -0.526908503 -0.098392916 2.624259e-01
#> [130,] -0.834194317 -0.396384866 -0.399281079 -2.605380e-01
#> [131,] 0.057959876 -0.523604107 -0.199564918 -9.652601e-02
#> [132,] -0.617914513 -0.145250782 -0.296795154 1.031607e-02
#> [133,] 0.733834264 0.707283348 0.797701965 8.556805e-01
#> [134,] 1.220463823 0.249624523 1.369258083 1.327098e+00
#> [135,] 2.680352502 1.371466915 0.524406165 5.913870e-01
#> [136,] 0.247204704 -0.343514533 -0.363805182 -6.251131e-01
#> [137,] -0.726054415 0.097622313 -0.153577644 -4.114289e-01
#> [138,] -0.266459831 0.441279482 -0.225843360 2.324351e-01
#> [139,] 1.544883530 -0.897000838 0.138113065 1.368396e-01
#> attr(,"center")
#> [1] 0.027726619 0.205875540 0.237045324 0.251849640 0.272393525 0.291120144
#> [7] 0.309935971 0.364071942 0.403477698 0.443025180 0.489665468 0.037024460
#> [13] 0.547656835 0.601431655 0.626248921 0.656005036 0.688371942 0.692004317
#> [19] 0.720856115 0.714320144 0.705223022 0.660370504 0.040038129 0.584717266
#> [25] 0.501738849 0.437487050 0.417330935 0.390980576 0.378992086 0.377786331
#> [31] 0.357924460 0.331425899 0.318935971 0.048783453 0.302202878 0.270469784
#> [37] 0.265834532 0.245591367 0.215501439 0.192142446 0.151225899 0.117200000
#> [43] 0.090174101 0.052277698 0.070159712 0.019976978 0.015833813 0.012706475
#> [49] 0.010221583 0.010626619 0.008848201 0.007633094 0.007442446 0.007295683
#> [55] 0.007241007 0.102798561 0.005785612 0.119791367 0.129488489 0.169699281
#> attr(,"scale")
#> [1] 0.021972100 0.131799983 0.129542550 0.133824020 0.141756128 0.174288823
#> [7] 0.214831567 0.235150776 0.256897716 0.255026719 0.255301309 0.029950945
#> [13] 0.255938226 0.256180111 0.251806705 0.254876827 0.239017918 0.242783251
#> [19] 0.234482827 0.250906742 0.243040435 0.241122187 0.031780853 0.214075613
#> [25] 0.206512750 0.213400747 0.209456532 0.235870901 0.260150237 0.265198645
#> [31] 0.246105814 0.210626808 0.198185937 0.034459125 0.177696993 0.165475113
#> [37] 0.159398899 0.123710147 0.127893805 0.148854450 0.122005592 0.081641617
#> [43] 0.061123634 0.035242576 0.045488449 0.013037584 0.009392424 0.008539508
#> [49] 0.006796410 0.006955465 0.006394876 0.004867177 0.005100698 0.005734458
#> [55] 0.005328001 0.057769025 0.003698912 0.060525436 0.076108012 0.106699542
#> 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] 27
#>
#> $lambda.min
#> [1] 0.0416119
#>
#> $null.dev
#> [1] 1.367551
#>
#> $Bias
#> [1] 0.06778977
#>
#> $pe
#> [1] 0.4316547 0.4388489 0.4316547 0.3309353 0.2517986 0.2517986 0.2230216
#> [8] 0.2158273 0.2374101 0.2302158 0.2302158 0.2446043 0.2589928 0.2517986
#> [15] 0.2302158 0.2158273 0.2158273 0.2230216 0.2086331 0.2086331 0.2158273
#> [22] 0.2086331 0.1942446 0.1942446 0.2086331 0.2086331 0.1942446 0.1870504
#> [29] 0.1870504 0.1726619 0.1942446 0.1942446 0.2086331 0.2086331 0.2302158
#> [36] 0.2230216 0.2158273
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.3333333