Cross-Validated MCP- or SCAD-penalized Classification Learner
Source:R/learner_ncvreg_classif_cv_ncvreg.R
mlr_learners_classif.cv_ncvreg.RdMCP- or SCAD-penalized binary classification model with k-fold cross validation
for choosing the regularization parameter lambda.
Calls ncvreg::cv.ncvreg() from package ncvreg with family set to
"binomial".
Covariates are internally standardized by ncvreg prior to model fitting.
Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “integer”, “numeric”
Required Packages: mlr3, mlr3extralearners, ncvreg
Parameters
| Id | Type | Default | Levels | Range |
| penalty | character | MCP | MCP, SCAD, lasso | - |
| gamma | numeric | - | \([0, \infty)\) | |
| alpha | numeric | 1 | \([0, 1]\) | |
| lambda.min | numeric | - | \([0, \infty)\) | |
| nlambda | integer | 100 | \([1, \infty)\) | |
| lambda | untyped | - | - | |
| eps | numeric | 1e-04 | \((-\infty, \infty)\) | |
| max.iter | integer | 10000 | \([1, \infty)\) | |
| convex | logical | TRUE | TRUE, FALSE | - |
| dfmax | integer | - | \([0, \infty)\) | |
| penalty.factor | untyped | - | - | |
| warn | logical | TRUE | TRUE, FALSE | - |
| returnX | logical | TRUE | TRUE, FALSE | - |
| cluster | untyped | - | - | |
| nfolds | integer | 10 | \((-\infty, \infty)\) | |
| fold | untyped | - | - | |
| returnY | logical | FALSE | TRUE, FALSE | - |
| trace | logical | FALSE | TRUE, FALSE | - |
| pred_lambda | numeric | - | \((-\infty, \infty)\) |
References
Breheny P, Huang J (2011). “Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection.” Annals of Applied Statistics, 5(1), 232–253. ISSN 1932-6157. doi:10.1214/10-AOAS388 .
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/chapters/chapter2/data_and_basic_modeling.html#sec-learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNCVreg
Methods
Inherited methods
LearnerClassifNCVreg$new()
Creates a new instance of this R6 class.
Usage
LearnerClassifNCVreg$new()LearnerClassifNCVreg$selected_features()
Returns the set of selected features which have non-zero coefficients.
Calls the internal coef.cv.ncvreg() function.
Returns
(character()) vector of feature names.
Examples
# Define the Learner
learner = lrn("classif.cv_ncvreg")
print(learner)
#>
#> ── <LearnerClassifNCVreg> (classif.cv_ncvreg): MCP- or SCAD-penalized Classifica
#> • Model: -
#> • Parameters: list()
#> • Packages: mlr3, mlr3extralearners, and ncvreg
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: selected_features and twoclass
#> • Other settings: use_weights = 'error', predict_raw = 'FALSE'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.375941 1.367215 1.349511 1.330398 1.309119 1.286301 1.262363 1.243384
#> [9] 1.222233 1.201084 1.184929 1.173623 1.157916 1.152975 1.144609 1.125043
#> [17] 1.087758 1.036357 1.070487 1.129654 1.152754 1.165634 1.172516 1.227170
#> [25] 1.244495 1.283441 1.294915 1.403613 1.453882 1.691837 2.176352
#>
#> $cvse
#> [1] 0.01679533 0.01847625 0.02155328 0.02593084 0.03121457 0.03702397
#> [7] 0.04265294 0.04833893 0.05389418 0.05906741 0.06441082 0.06846761
#> [13] 0.07112133 0.07662512 0.08249659 0.08871037 0.09485234 0.10049768
#> [19] 0.11814575 0.14388351 0.15583698 0.16596186 0.17554987 0.18747469
#> [25] 0.19642091 0.21023643 0.22935412 0.28085620 0.29475942 0.31285115
#> [31] 0.44250113
#>
#> $fold
#> [1] 3 7 1 8 10 9 5 8 5 6 10 3 7 6 2 3 9 6 2 3 1 2 4 10 1
#> [26] 6 1 4 3 4 8 5 3 2 4 9 4 5 7 1 9 7 5 1 2 4 6 2 8 8
#> [51] 10 1 7 9 7 9 10 3 8 6 5 2 10 5 1 4 7 8 7 8 1 6 9 4 3
#> [76] 7 2 7 1 3 6 10 4 9 5 5 6 8 10 5 4 8 7 8 2 5 3 8 2 8
#> [101] 6 9 2 10 4 2 8 3 5 10 10 9 6 7 1 7 10 3 6 4 4 6 1 9 3
#> [126] 9 6 3 9 7 1 1 10 5 2 9 5 4 2
#>
#> $lambda
#> [1] 0.19079194 0.17793320 0.16594110 0.15475722 0.14432710 0.13459994
#> [7] 0.12552835 0.11706816 0.10917816 0.10181992 0.09495760 0.08855777
#> [13] 0.08258927 0.07702303 0.07183194 0.06699071 0.06247576 0.05826510
#> [19] 0.05433823 0.05067601 0.04726062 0.04407541 0.04110488 0.03833455
#> [25] 0.03575093 0.03334143 0.03109433 0.02899868 0.02704426 0.02522157
#> [31] 0.02352172
#>
#> $fit
#> $beta
#> 0.1908 0.1779 0.1659 0.1548 0.1443 0.1346
#> (Intercept) 0.1875986 0.05100773 -0.0762172 -0.2866667 -0.46286218 -0.5690742
#> V1 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V10 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V11 0.0000000 0.56332386 1.0909621 1.5984500 2.04494762 2.4148219
#> V12 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V13 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V14 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V15 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V16 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V17 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V18 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V19 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V2 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V20 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V21 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V22 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V23 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V24 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V25 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V26 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V27 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V28 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V29 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V3 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V30 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V31 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V32 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V33 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V34 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V35 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V36 0.0000000 0.00000000 0.0000000 0.0000000 -0.06774969 -0.2418352
#> V37 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V38 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V39 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V4 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V40 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V41 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V42 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V43 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V44 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V45 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V46 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V47 0.0000000 0.00000000 0.0000000 0.7173733 1.50310259 2.2235201
#> V48 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V49 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V5 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V50 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V51 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V52 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V53 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V54 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V55 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V56 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V57 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V58 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V59 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V6 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V60 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V7 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V8 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V9 0.0000000 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000
#> 0.1255 0.1171 0.1092 0.1018 0.0950 0.0886
#> (Intercept) -0.6677991 -0.7599517 -0.495313 -0.5539662 -0.6145081 -0.6773073
#> V1 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V11 2.7646872 3.0969949 2.446216 2.6142618 2.7777298 2.9363450
#> V12 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V22 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V23 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V32 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V36 -0.4080382 -0.5672722 -1.311602 -1.5529869 -1.7901823 -2.0247674
#> V37 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V45 0.0000000 0.0000000 2.255397 2.7718761 3.2835229 3.7950018
#> V46 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V47 2.9019138 3.5430959 0.000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.0000000 1.668528 1.2604479 0.8682671 0.4864720
#> V49 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V5 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 1.779236 5.2968462 8.9584176 12.8049610
#> V52 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> 0.0826 0.0770 0.0718 0.0670 0.0625 0.0583
#> (Intercept) -0.74149701 -0.8917442 -1.0381521 -1.1787121 -1.369756 -1.703033
#> V1 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V10 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V11 3.08207638 2.8869074 2.7489966 2.8990623 3.282229 3.854451
#> V12 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V13 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V14 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V15 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V16 0.00000000 0.0000000 0.0000000 -0.4071253 -1.240398 -2.197976
#> V17 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V18 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V19 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V2 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V20 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V21 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V22 0.00000000 0.2313519 0.4131195 0.6677043 1.097583 1.684296
#> V23 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V24 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V25 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V26 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V27 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V28 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V29 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V3 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V30 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V31 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V32 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V33 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V34 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V35 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V36 -2.26641062 -2.6379264 -3.0321373 -3.5075046 -4.156529 -4.622443
#> V37 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V38 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V39 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V4 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V40 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V41 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V42 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V43 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V44 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V45 4.33377735 4.9060580 5.7088382 6.8305323 8.315786 9.307949
#> V46 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V47 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V48 0.07195616 1.5326106 2.0443481 1.1532578 0.000000 0.000000
#> V49 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V5 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V50 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V51 16.71662073 5.8004001 0.0000000 0.0000000 0.000000 0.000000
#> V52 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V53 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V54 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V55 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V56 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V57 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V58 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V59 0.67991822 17.3454712 32.6428707 54.7274462 87.675590 115.880623
#> V6 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V60 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V7 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V8 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V9 0.00000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> 0.0543 0.0507 0.0473 0.0441 0.0411
#> (Intercept) -2.180991 -2.752228 -3.098629 -3.7452769 -4.558609
#> V1 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V10 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V11 4.756167 5.794963 6.319177 6.8432741 7.321779
#> V12 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V13 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V16 -3.468866 -4.814765 -5.247370 -5.5435431 -5.449150
#> V17 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V20 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V21 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V22 2.480398 3.375988 3.776138 4.2117491 4.376522
#> V23 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V24 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V27 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V29 0.000000 0.000000 0.000000 0.2632986 0.876769
#> V3 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V30 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V31 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V32 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V33 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V34 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V36 -5.130038 -5.779832 -5.973819 -6.0815795 -5.972041
#> V37 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V4 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V40 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V41 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V43 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V44 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V45 10.486033 11.975855 12.417327 12.6935178 12.434461
#> V46 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V48 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V49 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V5 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V50 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V51 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V52 0.000000 0.000000 2.654775 10.0400695 20.260981
#> V53 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V54 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V55 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V56 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V57 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V58 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V59 149.762276 187.374758 201.704987 214.8245679 220.229594
#> V6 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V60 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V7 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V8 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V9 0.000000 0.000000 0.000000 0.0000000 0.000000
#> 0.0383 0.0358 0.0333 0.0311 0.0290
#> (Intercept) -5.31007315 -5.9247285 -6.5227403 -6.274523 -8.951302
#> V1 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V10 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V11 7.77104707 8.4930896 9.4680515 14.169269 18.025655
#> V12 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V13 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V14 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V15 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V16 -5.39596269 -5.3856520 -5.4587176 -8.551492 -9.734319
#> V17 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V18 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V19 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V2 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V20 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V21 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V22 4.54564335 4.7401531 4.9927801 6.509587 8.495935
#> V23 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V24 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V25 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V26 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V27 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V28 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V29 1.41842467 1.8050469 2.1498319 1.504700 4.618153
#> V3 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V30 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V31 0.00000000 0.0000000 0.0000000 -2.451334 -5.057507
#> V32 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V33 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V34 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V35 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V36 -5.91903627 -5.9074075 -5.9227362 -9.761169 -12.192600
#> V37 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V38 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V39 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V4 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V40 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V41 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V42 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V43 0.05896416 0.4485259 0.7829308 0.000000 0.000000
#> V44 0.00000000 0.0000000 0.0000000 17.047434 22.049567
#> V45 12.27122318 11.9845400 11.7074548 0.000000 0.000000
#> V46 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V47 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V48 0.00000000 0.6283884 1.8733141 21.649001 29.824388
#> V49 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V5 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V50 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V51 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V52 29.89062971 36.5292055 41.8631464 50.132840 101.824525
#> V53 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V54 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V55 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V56 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V57 0.00000000 -8.4985262 -18.6095273 -125.973468 -125.565991
#> V58 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V59 226.30449480 236.4338141 248.7108725 325.905669 410.024960
#> V6 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V60 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V7 0.00000000 -0.9904186 -2.5621409 -7.893951 -21.736493
#> V8 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> V9 0.00000000 0.0000000 0.0000000 0.000000 0.000000
#> 0.0270 0.0252 0.0235 0.0219 0.0205
#> (Intercept) -9.239352 -9.221232 -9.982015 -9.982562 -9.983099
#> V1 0.000000 0.000000 0.000000 0.000000 0.000000
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 18.509357 19.206017 29.836034 29.837892 29.839715
#> V12 0.000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -10.014395 -10.533322 -17.485746 -17.486955 -17.488141
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.000000
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 8.785636 9.070092 12.809875 12.810765 12.811639
#> V23 0.000000 0.000000 0.000000 0.000000 0.000000
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 4.693035 4.910470 6.931369 6.931738 6.932099
#> V3 0.000000 0.000000 0.000000 0.000000 0.000000
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 -5.212462 -5.872080 -11.286670 -11.287380 -11.288077
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -12.567427 -13.521922 -23.024628 -23.026137 -23.027617
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.000000 0.000000 0.000000 0.000000
#> V40 0.000000 0.000000 0.000000 0.000000 0.000000
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000
#> V44 22.837424 23.864957 34.928214 34.930445 34.932633
#> V45 0.000000 0.000000 0.000000 0.000000 0.000000
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 30.411743 32.694025 56.405808 56.409653 56.413424
#> V49 0.000000 0.000000 0.000000 0.000000 0.000000
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000
#> V50 0.000000 0.000000 0.000000 0.000000 0.000000
#> V51 0.000000 0.000000 0.000000 0.000000 0.000000
#> V52 115.375014 152.788927 315.956768 315.978632 316.000079
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.000000 0.000000 0.000000 0.000000
#> V55 0.000000 -42.896260 -278.149076 -278.166189 -278.182976
#> V56 0.000000 0.000000 0.000000 0.000000 0.000000
#> V57 -135.706614 -128.636909 -176.240507 -176.249565 -176.258450
#> V58 0.000000 0.000000 225.625417 225.639217 225.652756
#> V59 422.363563 441.380769 554.226629 554.258554 554.289871
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000
#> V7 -22.504508 -24.517816 -44.147295 -44.150509 -44.153662
#> V8 0.000000 0.000000 0.000000 0.000000 0.000000
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0191 0.0178 0.0166 0.0155 0.0144
#> (Intercept) -13.525347 -13.526005 -13.526656 -13.527299 -13.527935
#> V1 0.000000 0.000000 0.000000 0.000000 0.000000
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 39.777155 39.779144 39.781111 39.783056 39.784980
#> V12 0.000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -23.824859 -23.826160 -23.827447 -23.828720 -23.829980
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.000000
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 17.867084 17.868088 17.869080 17.870062 17.871032
#> V23 0.000000 0.000000 0.000000 0.000000 0.000000
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 7.047835 7.048128 7.048419 7.048706 7.048991
#> V3 0.000000 0.000000 0.000000 0.000000 0.000000
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 -15.648606 -15.649420 -15.650226 -15.651023 -15.651811
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 6.360046 6.360357 6.360665 6.360970 6.361271
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -31.819158 -31.820833 -31.822490 -31.824129 -31.825750
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.000000 0.000000 0.000000 0.000000
#> V40 -7.629874 -7.630247 -7.630616 -7.630981 -7.631342
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000
#> V44 48.460107 48.462647 48.465160 48.467645 48.470103
#> V45 0.000000 0.000000 0.000000 0.000000 0.000000
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 85.035714 85.040440 85.045114 85.049737 85.054309
#> V49 0.000000 0.000000 0.000000 0.000000 0.000000
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000
#> V50 0.000000 0.000000 0.000000 0.000000 0.000000
#> V51 0.000000 0.000000 0.000000 0.000000 0.000000
#> V52 452.753115 452.778542 452.803690 452.828563 452.853164
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.000000 0.000000 0.000000 0.000000
#> V55 -375.394648 -375.416014 -375.437147 -375.458049 -375.478723
#> V56 0.000000 0.000000 0.000000 0.000000 0.000000
#> V57 -262.987625 -262.998564 -263.009383 -263.020083 -263.030666
#> V58 386.322015 386.343876 386.365498 386.386883 386.408034
#> V59 677.506031 677.536954 677.567539 677.597789 677.627709
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000
#> V7 -55.772398 -55.775503 -55.778574 -55.781612 -55.784616
#> V8 0.000000 0.000000 0.000000 0.000000 0.000000
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0135 0.0126 0.0117 0.0109
#> (Intercept) -12.410340 -12.410669 -12.43144234 -118.76694
#> V1 0.000000 0.000000 0.00000000 0.00000
#> V10 0.000000 0.000000 0.00000000 0.00000
#> V11 47.389403 47.391125 47.46217908 367.82517
#> V12 0.000000 0.000000 0.00000000 0.00000
#> V13 0.000000 0.000000 0.00000000 0.00000
#> V14 0.000000 0.000000 0.00000000 0.00000
#> V15 0.000000 0.000000 0.00000000 0.00000
#> V16 -31.174407 -31.175755 -31.20060592 -196.10343
#> V17 0.000000 0.000000 0.00000000 0.00000
#> V18 0.000000 0.000000 0.00000000 0.00000
#> V19 0.000000 0.000000 0.00000000 0.00000
#> V2 0.000000 0.000000 0.00000000 0.00000
#> V20 0.000000 0.000000 0.00000000 0.00000
#> V21 0.000000 0.000000 0.00000000 0.00000
#> V22 22.437697 22.438674 22.41712131 125.74047
#> V23 0.000000 0.000000 0.00000000 0.00000
#> V24 0.000000 0.000000 0.08633971 54.85591
#> V25 0.000000 0.000000 0.00000000 0.00000
#> V26 0.000000 0.000000 0.00000000 0.00000
#> V27 0.000000 0.000000 0.00000000 0.00000
#> V28 0.000000 0.000000 0.00000000 -70.87452
#> V29 7.624299 7.624492 7.62314180 137.82238
#> V3 0.000000 0.000000 0.00000000 0.00000
#> V30 0.000000 0.000000 0.00000000 0.00000
#> V31 -22.572686 -22.573674 -22.62259029 -173.89379
#> V32 0.000000 0.000000 0.00000000 0.00000
#> V33 11.393707 11.394250 11.41421111 107.57360
#> V34 0.000000 0.000000 0.00000000 0.00000
#> V35 0.000000 0.000000 0.00000000 0.00000
#> V36 -43.301968 -43.303830 -43.36689063 -338.28079
#> V37 0.000000 0.000000 0.00000000 0.00000
#> V38 0.000000 0.000000 0.00000000 0.00000
#> V39 0.000000 0.000000 0.00000000 141.73618
#> V4 0.000000 0.000000 0.00000000 0.00000
#> V40 -8.555872 -8.556274 -8.56757991 -184.43388
#> V41 0.000000 0.000000 0.00000000 0.00000
#> V42 -15.989003 -15.990040 -16.04624523 -133.38709
#> V43 0.000000 0.000000 0.00000000 0.00000
#> V44 67.054154 67.057140 67.15936053 449.90144
#> V45 0.000000 0.000000 0.00000000 0.00000
#> V46 0.000000 0.000000 0.00000000 0.00000
#> V47 0.000000 0.000000 0.00000000 0.00000
#> V48 121.765791 121.771250 121.96949929 854.91505
#> V49 0.000000 0.000000 0.00000000 0.00000
#> V5 0.000000 0.000000 0.00000000 0.00000
#> V50 0.000000 0.000000 0.00000000 0.00000
#> V51 0.000000 0.000000 0.00000000 0.00000
#> V52 680.368825 680.401193 681.30780210 5578.26750
#> V53 0.000000 0.000000 0.00000000 0.00000
#> V54 0.000000 0.000000 0.00000000 0.00000
#> V55 -523.383274 -523.404507 -524.30320592 -4833.12513
#> V56 0.000000 0.000000 0.00000000 0.00000
#> V57 -422.002829 -422.022211 -422.10122665 -3550.85354
#> V58 468.665432 468.681458 468.79806096 3272.71597
#> V59 960.813581 960.854739 961.40515779 7749.28937
#> V6 0.000000 0.000000 0.00000000 0.00000
#> V60 0.000000 0.000000 0.00000000 0.00000
#> V7 -75.461449 -75.464722 -75.56981295 -477.58395
#> V8 0.000000 0.000000 0.00000000 0.00000
#> V9 0.000000 0.000000 0.00000000 0.00000
#>
#> $iter
#> [1] 0 3 3 8 8 5 5 7 43 20 19 18 27 64 20
#> [16] 32 16 15 20 16 20 26 13 11 29 15 118 100 45 106
#> [31] 388 1 1 355 1 1 1 1 733 1 25 7660
#>
#> $lambda
#> [1] 0.19079194 0.17793320 0.16594110 0.15475722 0.14432710 0.13459994
#> [7] 0.12552835 0.11706816 0.10917816 0.10181992 0.09495760 0.08855777
#> [13] 0.08258927 0.07702303 0.07183194 0.06699071 0.06247576 0.05826510
#> [19] 0.05433823 0.05067601 0.04726062 0.04407541 0.04110488 0.03833455
#> [25] 0.03575093 0.03334143 0.03109433 0.02899868 0.02704426 0.02522157
#> [31] 0.02352172 0.02193644 0.02045799 0.01907919 0.01779332 0.01659411
#> [37] 0.01547572 0.01443271 0.01345999 0.01255284 0.01170682 0.01091782
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 8
#>
#> $loss
#> [1] 191.477310 93.778722 92.123283 89.420506 86.666776 83.917891
#> [7] 81.583115 79.592454 75.723693 73.744267 72.010066 70.489294
#> [13] 69.124779 66.770793 64.905765 61.821059 57.879586 54.415461
#> [19] 51.390999 49.572094 48.978073 47.938612 46.534048 45.456823
#> [25] 43.777660 42.057885 31.838733 28.263094 27.998621 26.539443
#> [31] 22.478142 22.478140 22.478137 19.110579 19.110576 19.110573
#> [37] 19.110570 19.110567 17.192822 17.192819 17.160881 2.559898
#>
#> $linear.predictors
#> 0.1908 0.1779 0.1659 0.1548 0.1443 0.1346
#> 1 0.1875986 0.14164654 0.099318610 0.045919834 -0.0334886924 -0.15256654
#> 2 0.1875986 0.32805040 0.460317984 0.537471790 0.5941745730 0.63524637
#> 3 0.1875986 0.40776073 0.614689128 0.822333602 1.0142051430 1.18637265
#> 4 0.1875986 0.10063656 0.019896565 0.044619352 0.0959652314 0.16117550
#> 5 0.1875986 0.28489980 0.376750284 0.402619962 0.4115346853 0.41182829
#> 6 0.1875986 0.15161737 0.118628640 0.079449224 0.0363350265 -0.01272280
#> 7 0.1875986 0.20885107 0.229470394 0.241923482 0.2721174636 0.33231228
#> 8 0.1875986 0.07872326 -0.022541862 -0.179184558 -0.3323066230 -0.46968106
#> 9 0.1875986 0.15781393 0.130629223 0.050761596 -0.0557220365 -0.19240560
#> 10 0.1875986 0.19048672 0.193905028 0.198924653 0.1833294361 0.13471943
#> 11 0.1875986 0.12069089 0.058734818 -0.032265949 -0.1302554057 -0.23426568
#> 12 0.1875986 0.37953820 0.560031924 0.650786161 0.7302430413 0.81806980
#> 13 0.1875986 0.22118787 0.253362465 0.239554388 0.2060025698 0.15302875
#> 14 0.1875986 0.21262534 0.236779840 0.265617554 0.2647937635 0.21657482
#> 15 0.1875986 0.13302768 0.082626889 0.256761993 0.4349078269 0.56359788
#> 16 0.1875986 0.09269370 0.004513999 -0.095568015 -0.1979746447 -0.30391456
#> 17 0.1875986 0.07432934 -0.031051367 -0.103272077 -0.1932981135 -0.32246167
#> 18 0.1875986 0.09838327 0.015532717 -0.077415024 -0.1700632503 -0.26241642
#> 19 0.1875986 0.09872126 0.016187294 -0.115911486 -0.2281942549 -0.30004564
#> 20 0.1875986 0.24118586 0.292091621 0.339843922 0.3751413383 0.39265829
#> 21 0.1875986 0.19786626 0.208196632 0.143177142 0.0884875061 0.06805311
#> 22 0.1875986 0.15995456 0.134774879 0.075415675 0.0058637288 -0.07250891
#> 23 0.1875986 0.16198253 0.138702343 0.058788048 -0.0176213584 -0.07589862
#> 24 0.1875986 0.09201771 0.003204845 -0.129983165 -0.2598674933 -0.37665545
#> 25 0.1875986 0.11348035 0.044770502 -0.012983628 -0.0717903082 -0.13710732
#> 26 0.1875986 0.15054706 0.116555812 0.050371518 -0.0188135879 -0.08624737
#> 27 0.1875986 0.12440883 0.065935168 -0.045030811 -0.1718696569 -0.31293783
#> 28 0.1875986 0.13409800 0.084699717 -0.007996406 -0.1061837663 -0.20427307
#> 29 0.1875986 0.11590264 0.049461640 -0.079641057 -0.2059540989 -0.31497342
#> 30 0.1875986 0.13995657 0.096045723 0.022903202 -0.0656819210 -0.17302410
#> 31 0.1875986 0.10103089 0.020660239 -0.118540219 -0.2661631096 -0.41538838
#> 32 0.1875986 0.09996057 0.018587411 -0.069137286 -0.1881658839 -0.35736352
#> 33 0.1875986 0.18952907 0.192050392 0.153954000 0.0890506682 -0.00845258
#> 34 0.1875986 0.23893257 0.287727772 0.320752615 0.3271793169 0.29660575
#> 35 0.1875986 0.17172803 0.157575988 0.115997013 0.0601518258 -0.01223426
#> 36 0.1875986 0.11173404 0.041388520 -0.019947468 -0.1123582217 -0.25797630
#> 37 0.1875986 0.09325702 0.005604961 -0.139307557 -0.2866236751 -0.42666968
#> 38 0.1875986 0.12508482 0.067244323 -0.042825722 -0.1380696684 -0.19940582
#> 39 0.1875986 0.08075123 -0.018614398 -0.124003118 -0.2082511530 -0.26091950
#> 40 0.1875986 0.10103089 0.020660239 -0.127005224 -0.2785000696 -0.42235165
#> 41 0.1875986 0.13730894 0.090918201 -0.028943183 -0.1586999577 -0.28793038
#> 42 0.1875986 0.09466533 0.008332367 -0.148080677 -0.3188219341 -0.49788920
#> 43 0.1875986 0.10610080 0.030478898 -0.087152422 -0.2097434856 -0.33242077
#> 44 0.1875986 0.06728779 -0.044688394 -0.177414387 -0.3361178619 -0.53399294
#> 45 0.1875986 0.10204487 0.022623971 -0.084170321 -0.2218140603 -0.40380298
#> 46 0.1875986 0.13674562 0.089827239 0.033878490 -0.0208544405 -0.07314004
#> 47 0.1875986 0.11877559 0.055025547 -0.069839003 -0.1813294039 -0.25921285
#> 48 0.1875986 0.10379118 0.026005953 -0.093275643 -0.1915487759 -0.24933188
#> 49 0.1875986 0.11088906 0.039752076 -0.085115307 -0.1913042972 -0.25753729
#> 50 0.1875986 0.10576281 0.029824321 -0.107839258 -0.2303616499 -0.31668604
#> 51 0.1875986 0.09849593 0.015750909 -0.121357267 -0.2355735872 -0.30338209
#> 52 0.1875986 0.23363732 0.277472728 0.370003833 0.4768280706 0.59518806
#> 53 0.1875986 0.18468448 0.182668118 0.227081237 0.2979946146 0.39890979
#> 54 0.1875986 0.22760976 0.265799433 0.372126022 0.5015919764 0.65164813
#> 55 0.1875986 0.17150270 0.157139603 0.195846918 0.2207395148 0.21042659
#> 56 0.1875986 0.20349950 0.219106253 0.317629404 0.4000515295 0.43730847
#> 57 0.1875986 0.18429015 0.181904444 0.176893988 0.1602554866 0.12556731
#> 58 0.1875986 0.21854024 0.248234943 0.312315745 0.3592362697 0.37138601
#> 59 0.1875986 0.22084987 0.252707887 0.230488999 0.1788475826 0.09453183
#> 60 0.1875986 0.20045755 0.213215058 0.178077146 0.1324565597 0.08188519
#> 61 0.1875986 0.10903009 0.036151901 -0.048997753 -0.1045757358 -0.11312230
#> 62 0.1875986 0.10700212 0.032224438 -0.078138542 -0.1617855627 -0.19732536
#> 63 0.1875986 0.10193221 0.022405778 -0.071146868 -0.1511087878 -0.20887944
#> 64 0.1875986 0.10435450 0.027096916 -0.006955406 -0.0515396832 -0.12550272
#> 65 0.1875986 0.21476598 0.240925496 0.315810122 0.3893410630 0.44936484
#> 66 0.1875986 0.17781193 0.169358379 0.133475485 0.1115631097 0.11758304
#> 67 0.1875986 0.35892055 0.520102710 0.644077243 0.7653243837 0.89523146
#> 68 0.1875986 0.23172202 0.273763457 0.303664109 0.3365776399 0.37791083
#> 69 0.1875986 0.10153788 0.021642105 -0.049811999 -0.1159401427 -0.17826463
#> 70 0.1875986 0.11438166 0.046516042 -0.024343150 -0.0867641067 -0.13742024
#> 71 0.1875986 0.14170287 0.099427706 0.008202369 -0.0890440214 -0.18547154
#> 72 0.1875986 0.20868208 0.229143105 0.224011776 0.2052567965 0.17146319
#> 73 0.1875986 0.19105004 0.194995990 0.178930166 0.1660926780 0.16287755
#> 74 0.1875986 0.18107921 0.175685960 0.140163951 0.0995711704 0.05775679
#> 75 0.1875986 0.17651629 0.166849167 0.153615844 0.1558142403 0.18246413
#> 76 0.1875986 0.19865491 0.209723979 0.201083140 0.2081605677 0.24458361
#> 77 0.1875986 0.16305285 0.140775171 0.087148380 0.0505835623 0.04737282
#> 78 0.1875986 0.15291302 0.121137853 0.075162816 0.0484051080 0.05400171
#> 79 0.1875986 0.21183669 0.235252493 0.276722867 0.3357076618 0.41810469
#> 80 0.1875986 0.25633928 0.321438503 0.340732414 0.3660236480 0.41314134
#> 81 0.1875986 0.32517745 0.454754077 0.555790770 0.6567840957 0.76771072
#> 82 0.1875986 0.27312633 0.353949175 0.442814858 0.5367871178 0.63865678
#> 83 0.1875986 0.24721343 0.303764916 0.346473687 0.3971633797 0.46487177
#> 84 0.1875986 0.29081470 0.388205386 0.439920564 0.4972687727 0.57671285
#> 85 0.1875986 0.26473280 0.337693839 0.350919227 0.3711864036 0.41848339
#> 86 0.1875986 0.24749509 0.304310397 0.366211567 0.4002124829 0.39036811
#> 87 0.1875986 0.33278232 0.469482066 0.567972255 0.6268552666 0.63609356
#> 88 0.1875986 0.23972122 0.289255119 0.370695769 0.4140231881 0.39082585
#> 89 0.1875986 0.31762891 0.440135184 0.537671458 0.5901043293 0.58069706
#> 90 0.1875986 0.46460011 0.724767208 0.970417538 1.1838725614 1.35695133
#> 91 0.1875986 0.14896975 0.113501118 0.223804438 0.3513261610 0.46947599
#> 92 0.1875986 0.13809760 0.092445548 0.270000245 0.4828852461 0.69591986
#> 93 0.1875986 0.18282551 0.179067943 0.276039774 0.3993727930 0.53937780
#> 94 0.1875986 0.19431732 0.201323570 0.362809838 0.5338222390 0.68244181
#> 95 0.1875986 0.08046957 -0.019159879 0.032732835 0.1175489408 0.21452584
#> 96 0.1875986 0.17088305 0.155939545 0.282684226 0.4477743685 0.63818945
#> 97 0.1875986 0.15218069 0.119719602 0.186501550 0.2826216234 0.39966824
#> 98 0.1875986 0.14947674 0.114482984 0.028252334 -0.0478646595 -0.09709181
#> 99 0.1875986 0.18029056 0.174158613 0.180179409 0.2000442938 0.23818237
#> 100 0.1875986 0.12080356 0.058953010 -0.008918576 -0.0488940467 -0.04567387
#> 101 0.1875986 0.11747995 0.052516334 -0.018277694 -0.0608834521 -0.05996498
#> 102 0.1875986 0.23493297 0.279981941 0.395990578 0.4950534915 0.55129764
#> 103 0.1875986 0.17426299 0.162485318 0.287109838 0.4073524058 0.48721488
#> 104 0.1875986 0.22586346 0.262417451 0.320039401 0.3493856629 0.32990471
#> 105 0.1875986 0.21696294 0.245180249 0.265156374 0.2564810720 0.20521533
#> 106 0.1875986 0.19217669 0.197177914 0.264194572 0.3195904115 0.34159514
#> 107 0.1875986 0.25893057 0.326456929 0.445719791 0.5638375924 0.66916873
#> 108 0.1875986 0.19459898 0.201869051 0.196245872 0.1847196520 0.16686084
#> 109 0.1875986 0.12818310 0.073244614 0.184190712 0.3314375955 0.49389805
#> 110 0.1875986 0.11297335 0.043788636 0.085651343 0.1237148308 0.12686221
#> 111 0.1875986 0.17031972 0.154848583 0.112789999 0.0344506456 -0.09521994
#> 112 0.1875986 0.18648712 0.186159197 0.175523786 0.1250150938 0.01402876
#> 113 0.1875986 0.40331047 0.606070527 0.776347988 0.9136234775 1.01202822
#> 114 0.1875986 0.23538363 0.280854711 0.286793849 0.2875758247 0.29063720
#> 115 0.1875986 0.32061453 0.445917284 0.626776002 0.8138134078 1.00020104
#> 116 0.1875986 0.28935005 0.385368884 0.484259029 0.5810686004 0.67614987
#> 117 0.1875986 0.31430530 0.433698508 0.488426384 0.5263373507 0.55627148
#> 118 0.1875986 0.21611795 0.243543805 0.239013642 0.2272039730 0.21203231
#> 119 0.1875986 0.14868809 0.112955637 0.046531380 -0.0003947855 -0.01066495
#> 120 0.1875986 0.22439881 0.259580949 0.260287000 0.2620832669 0.27447003
#> 121 0.1875986 0.24321383 0.296019085 0.439932932 0.6023694889 0.77301813
#> 122 0.1875986 0.42702640 0.652000033 0.868320375 1.0651892389 1.23932223
#> 123 0.1875986 0.34647109 0.495992446 0.619153411 0.7357675817 0.85212212
#> 124 0.1875986 0.21639961 0.244089287 0.314634903 0.4038141360 0.51231051
#> 125 0.1875986 0.22017388 0.251398733 0.299877766 0.3666618819 0.45850276
#> 126 0.1875986 0.18400849 0.181358963 0.202207151 0.2440877849 0.31288851
#> 127 0.1875986 0.19048672 0.193905028 0.249284259 0.3287382564 0.43320312
#> 128 0.1875986 0.17088305 0.155939545 0.188206162 0.2483388146 0.34007984
#> 129 0.1875986 0.20197852 0.216160656 0.207142340 0.2192857487 0.27024242
#> 130 0.1875986 0.18795176 0.188995698 0.232334957 0.3053809684 0.41453885
#> 131 0.1875986 0.19302167 0.198814357 0.242990666 0.3103935639 0.40480691
#> 132 0.1875986 0.17617829 0.166194589 0.181136494 0.2237115265 0.30302499
#> 133 0.1875986 0.20040122 0.213105962 0.260343494 0.3355543131 0.44633895
#> 134 0.1875986 0.22963772 0.269726897 0.304923577 0.3545706618 0.42879238
#> 135 0.1875986 0.23059538 0.271581533 0.344011769 0.4422488375 0.57416660
#> 136 0.1875986 0.22608878 0.262853835 0.319244035 0.3972102596 0.50494634
#> 137 0.1875986 0.22479314 0.260344622 0.263127611 0.2779621272 0.32019048
#> 138 0.1875986 0.20400649 0.220088119 0.223442148 0.2419275491 0.28729290
#> 139 0.1875986 0.20423182 0.220524504 0.219203390 0.2296586186 0.26290926
#> 0.1255 0.1171 0.1092 0.1018 0.0950 0.0886
#> 1 -0.26508792 -0.371844277 -0.35648453 -0.43024004 -0.49885751 -0.562650743
#> 2 0.67503391 0.713701266 0.44532953 0.41413789 0.38323757 0.351857308
#> 3 1.35008925 1.506363592 1.26087945 1.32547179 1.38718922 1.445718061
#> 4 0.22332683 0.282723145 0.59967683 0.72541191 0.85401684 0.986745611
#> 5 0.41309656 0.415232625 0.16998721 0.16732985 0.16468144 0.161814440
#> 6 -0.05852100 -0.101467045 -0.23210507 -0.29215620 -0.34890860 -0.402764880
#> 7 0.39048754 0.446861001 0.58803938 0.66988986 0.74912441 0.826205598
#> 8 -0.59869596 -0.720362836 -0.51916580 -0.59895642 -0.67797511 -0.756639818
#> 9 -0.32129121 -0.443307102 -0.48953566 -0.55979985 -0.62695746 -0.691281441
#> 10 0.08900338 0.045824608 -0.32272618 -0.40809531 -0.49084214 -0.571586567
#> 11 -0.33203497 -0.424321618 -0.46308798 -0.48237684 -0.49581088 -0.503097321
#> 12 0.90262694 0.984323342 1.05823586 1.16139148 1.26273251 1.362489642
#> 13 0.10357809 0.057231968 -0.04179767 -0.06374046 -0.08554652 -0.107381964
#> 14 0.17105316 0.127899827 -0.30452655 -0.43649656 -0.56511871 -0.691541811
#> 15 0.68459105 0.798726736 0.42325667 0.45583922 0.49720869 0.547845906
#> 16 -0.40357561 -0.497728426 -0.32296679 -0.39836948 -0.47127835 -0.542119932
#> 17 -0.44477060 -0.561070109 -0.99313981 -1.16584617 -1.33339235 -1.496763299
#> 18 -0.34916519 -0.431000860 -0.27747537 -0.30132986 -0.32480558 -0.347805325
#> 19 -0.36670568 -0.428814575 -0.08720027 -0.08547152 -0.08399434 -0.082639433
#> 20 0.40982005 0.426658620 0.13752598 0.09143452 0.04640831 0.001846759
#> 21 0.05019944 0.034613984 0.27380081 0.29349640 0.31214879 0.329722008
#> 22 -0.14597983 -0.215142637 -0.31553675 -0.40717475 -0.49805457 -0.588914898
#> 23 -0.12990241 -0.180151264 -0.13221027 -0.18086645 -0.22999762 -0.280066127
#> 24 -0.48624345 -0.589506404 -0.45885513 -0.47886711 -0.49512101 -0.507369616
#> 25 -0.19841457 -0.256216742 -0.63477449 -0.70356953 -0.76919916 -0.831870002
#> 26 -0.14924191 -0.208339560 -0.38083891 -0.49408272 -0.60573736 -0.716772710
#> 27 -0.44580297 -0.571448019 -0.69813214 -0.80651485 -0.91253959 -1.016809002
#> 28 -0.29628656 -0.382959159 -0.59674634 -0.73098056 -0.86465886 -0.998838207
#> 29 -0.41705431 -0.513034352 -0.50414992 -0.56427429 -0.62286190 -0.680182603
#> 30 -0.27409255 -0.369644902 -0.64104751 -0.72117583 -0.79595911 -0.865699080
#> 31 -0.55581186 -0.688490856 -0.76044359 -0.88519804 -1.00978348 -1.134979863
#> 32 -0.51753627 -0.669771707 -0.99558738 -1.15113153 -1.30468774 -1.457060927
#> 33 -0.10028859 -0.187132249 -0.41943922 -0.52560726 -0.63084375 -0.735954277
#> 34 0.26803399 0.241223401 -0.16312119 -0.26770342 -0.37132172 -0.474997016
#> 35 -0.08015190 -0.144142275 -0.24480807 -0.33248691 -0.41912046 -0.505433001
#> 36 -0.39591220 -0.527096404 -0.66545556 -0.80107536 -0.93322059 -1.062654355
#> 37 -0.55830145 -0.682533307 -0.92497607 -1.05578128 -1.18497908 -1.313335430
#> 38 -0.25615683 -0.308886264 -0.16899987 -0.22503698 -0.28212064 -0.340775973
#> 39 -0.30972342 -0.355156996 -0.20297412 -0.24926464 -0.29476901 -0.339782941
#> 40 -0.55753380 -0.685087793 -0.76299530 -0.89926096 -1.03537598 -1.172287121
#> 41 -0.40929950 -0.523745996 -0.66245970 -0.76849870 -0.87365140 -0.978605516
#> 42 -0.66661615 -0.826238934 -1.06332103 -1.25284443 -1.44077022 -1.628399826
#> 43 -0.44775057 -0.556621820 -0.58159162 -0.70114098 -0.82004734 -0.939149257
#> 44 -0.72115141 -0.898883346 -1.16354614 -1.32025097 -1.47067604 -1.615480750
#> 45 -0.57592530 -0.739363974 -1.05441504 -1.26137114 -1.46531120 -1.667612782
#> 46 -0.12188956 -0.167545746 0.18087392 0.26564439 0.35009554 0.435231433
#> 47 -0.33160594 -0.399177915 -0.22617564 -0.26810395 -0.30996927 -0.352074081
#> 48 -0.30269815 -0.352197480 -0.18415491 -0.21728376 -0.25167939 -0.287583995
#> 49 -0.31885489 -0.375862133 -0.23308301 -0.23857000 -0.24364641 -0.248199226
#> 50 -0.39704843 -0.472175690 -0.40789355 -0.45296319 -0.49739743 -0.541412188
#> 51 -0.36611800 -0.424407416 -0.10149157 -0.07017956 -0.03775227 -0.003739997
#> 52 0.70799430 0.815875318 0.74926131 0.77970621 0.81080355 0.842365597
#> 53 0.49539718 0.587943611 0.66458562 0.73502341 0.80510690 0.875172099
#> 54 0.79449822 0.930959301 0.60885439 0.63028891 0.65128578 0.671589436
#> 55 0.20071767 0.191512888 -0.07988940 -0.17507650 -0.26648866 -0.354957604
#> 56 0.47242397 0.505621409 0.14397982 0.04937941 -0.04145036 -0.129494397
#> 57 0.09323689 0.062968583 -0.04154530 -0.07778575 -0.10962996 -0.137318920
#> 58 0.38307319 0.394334018 0.05821906 0.00391951 -0.04579982 -0.091456688
#> 59 0.01526661 -0.059543143 -0.16846930 -0.24702814 -0.32591448 -0.405824208
#> 60 0.03488302 -0.008978593 -0.22101973 -0.28187384 -0.34272620 -0.404111131
#> 61 -0.11989732 -0.125145273 -0.19650125 -0.20581449 -0.21492678 -0.223832807
#> 62 -0.22955306 -0.258890283 -0.11041716 -0.11615836 -0.12195603 -0.127805907
#> 63 -0.26258229 -0.312729402 -0.40455552 -0.51070084 -0.61543817 -0.719637420
#> 64 -0.19543017 -0.261834368 -0.47626668 -0.57454594 -0.66636577 -0.752232564
#> 65 0.50659401 0.561332977 0.52750925 0.54606989 0.56660117 0.589055375
#> 66 0.12448319 0.132139608 0.46931066 0.49740332 0.52515301 0.552565638
#> 67 1.01940395 1.138527386 0.99858432 1.09531291 1.19278127 1.291222862
#> 68 0.41798747 0.456942557 0.23999082 0.21738661 0.19731458 0.179316046
#> 69 -0.23660716 -0.291471769 -0.45809517 -0.53605181 -0.61176027 -0.685658461
#> 70 -0.18455324 -0.228610060 -0.15511367 -0.16775102 -0.17977727 -0.191113966
#> 71 -0.27587198 -0.360972408 -0.16480044 -0.15284344 -0.13667395 -0.115882979
#> 72 0.14013526 0.110972360 -0.20081871 -0.24513667 -0.28856996 -0.331448118
#> 73 0.16078072 0.159653122 0.20292402 0.19678291 0.19338143 0.192553379
#> 74 0.01900348 -0.017064458 0.14424739 0.19456587 0.24673883 0.301346539
#> 75 0.20875541 0.234705492 0.31561218 0.35720117 0.40066653 0.446284884
#> 76 0.28027861 0.315312199 0.47632263 0.54240922 0.60910829 0.676819679
#> 77 0.04560400 0.045084950 0.34148403 0.44414074 0.54811772 0.654379137
#> 78 0.06048011 0.067709308 0.25226345 0.28999806 0.32819125 0.367116299
#> 79 0.49711445 0.573111803 0.38357792 0.37693716 0.37117358 0.365884045
#> 80 0.45902780 0.503823501 0.53628709 0.61926577 0.70103782 0.782073676
#> 81 0.87385974 0.975797238 1.01816602 1.11854027 1.21932229 1.320832658
#> 82 0.73600513 0.829353507 0.77831111 0.86326343 0.95139841 1.043116992
#> 83 0.53005472 0.592998001 0.50909868 0.62273530 0.73905570 0.858961843
#> 84 0.65324452 0.727207083 0.68183547 0.74310135 0.80394544 0.864442273
#> 85 0.46467111 0.509878969 0.88888428 1.03214923 1.17584069 1.320910373
#> 86 0.38125994 0.372794344 0.60436064 0.66171876 0.72175225 0.784901429
#> 87 0.64523779 0.654313865 1.12491131 1.22755297 1.33186509 1.438379894
#> 88 0.36866640 0.347412287 0.20665324 0.17978037 0.16310777 0.156492256
#> 89 0.57196127 0.563829565 0.98397003 1.10884407 1.23374887 1.359613677
#> 90 1.52138189 1.678210212 1.44190292 1.46729987 1.49481773 1.523610443
#> 91 0.58133893 0.687600973 0.20117440 0.13827438 0.08376066 0.036963061
#> 92 0.89742421 1.088683213 1.20149579 1.52689911 1.86420118 2.216647751
#> 93 0.67248488 0.799462348 1.41991126 1.71417713 2.00947178 2.308347264
#> 94 0.82299688 0.956389310 1.20528151 1.46419859 1.72694565 1.995929750
#> 95 0.30652786 0.394072571 0.80766559 1.04980925 1.29527946 1.546594404
#> 96 0.81896189 0.991172011 1.61708774 1.84217322 2.06951083 2.300725515
#> 97 0.51106775 0.617436498 0.47053046 0.53891106 0.60836395 0.679405919
#> 98 -0.14244776 -0.184407772 -0.19830780 -0.23044894 -0.26197564 -0.293125184
#> 99 0.27521200 0.311237071 0.11916856 0.09863287 0.07851255 0.058474509
#> 100 -0.04137055 -0.036146552 0.21602755 0.23224770 0.24797014 0.263247334
#> 101 -0.05784085 -0.054688512 0.19634253 0.23611732 0.27408303 0.310568954
#> 102 0.60450065 0.654998404 0.78770600 0.83281036 0.87986618 0.929058561
#> 103 0.56248861 0.633669473 0.68507309 0.75384169 0.82737290 0.906295601
#> 104 0.31152217 0.294096133 0.46837715 0.47299044 0.47877258 0.485674101
#> 105 0.15692711 0.111257014 0.50643183 0.54334114 0.58386650 0.628336133
#> 106 0.36249390 0.382389095 0.42174288 0.42843934 0.43718531 0.447978049
#> 107 0.76933790 0.864933883 0.78549041 0.78814308 0.79027056 0.791380992
#> 108 0.15066785 0.135928442 -0.19611122 -0.28828623 -0.37769281 -0.465212136
#> 109 0.64793170 0.794466060 0.98466950 1.08511149 1.18832322 1.294965570
#> 110 0.12961042 0.131957572 0.06358395 0.04448097 0.02936772 0.018308136
#> 111 -0.21783046 -0.334222819 -0.46362659 -0.55724858 -0.65003099 -0.742499973
#> 112 -0.09105811 -0.190950466 -0.23815803 -0.28911730 -0.33959070 -0.389741445
#> 113 1.10578503 1.195463488 0.86689390 0.86511927 0.86259417 0.858578120
#> 114 0.29451110 0.299095784 0.17804505 0.16272442 0.14761037 0.132370301
#> 115 1.17732040 1.346250179 1.52027096 1.71784794 1.91332064 2.107850383
#> 116 0.76698345 0.854063185 1.23754578 1.39966197 1.55844487 1.714879872
#> 117 0.58563690 0.614512315 0.99068640 1.12681617 1.26176370 1.396373251
#> 118 0.19852002 0.186462135 -0.16201823 -0.19918057 -0.23621011 -0.273442852
#> 119 -0.01909225 -0.025918717 -0.04237272 -0.09010791 -0.13753544 -0.185209797
#> 120 0.28724954 0.300365743 0.32489466 0.31058447 0.29686295 0.283315987
#> 121 0.93512951 1.089676736 1.84889909 2.13636031 2.42728536 2.723846519
#> 122 1.40491757 1.562999182 1.87621163 2.08406048 2.29440692 2.508275461
#> 123 0.96329144 1.069893646 1.88221241 2.17014042 2.45926215 2.751588381
#> 124 0.61588419 0.715087022 0.75030656 0.80097993 0.85260793 0.905243643
#> 125 0.54648707 0.631046056 0.68414296 0.73705437 0.79154570 0.847717218
#> 126 0.37902042 0.442768175 0.56110813 0.64584631 0.73213516 0.820574288
#> 127 0.53297064 0.628559808 0.55645462 0.58979217 0.62502211 0.662139357
#> 128 0.42788462 0.512179748 0.38222963 0.40141815 0.42131492 0.441852049
#> 129 0.31983792 0.368213324 0.42732209 0.44097206 0.45389157 0.465844742
#> 130 0.51892947 0.619080087 0.90278838 1.04065108 1.17915696 1.319267205
#> 131 0.49514016 0.581842440 0.70175347 0.82580545 0.95201732 1.081346104
#> 132 0.37922391 0.452642673 0.59991990 0.68710277 0.77452185 0.862745919
#> 133 0.55230651 0.653993548 0.75290207 0.85107158 0.94972182 1.049417702
#> 134 0.50018641 0.569068734 0.62190908 0.70811509 0.79481012 0.882496014
#> 135 0.70016192 0.820906705 0.87933328 0.96942229 1.05884047 1.147926348
#> 136 0.60803804 0.707009073 0.65220120 0.69347296 0.73634168 0.780758902
#> 137 0.36143553 0.401800621 0.52286911 0.50074822 0.47813842 0.454343538
#> 138 0.33140028 0.374378433 0.37992798 0.39252220 0.40597984 0.420135159
#> 139 0.29551313 0.327528565 0.28851614 0.36677342 0.44465552 0.522814630
#> 0.0826 0.0770 0.0718 0.0670 0.0625 0.0583
#> 1 -0.625467255 -0.76180815 -0.889738928 -0.99866076 -1.11768384 -1.159502936
#> 2 0.313415292 0.09968720 -0.110886999 -0.53939652 -1.24818419 -1.953208584
#> 3 1.502551224 1.62329342 1.725769153 1.80522273 1.91214994 2.008448254
#> 4 1.125678938 1.21128066 1.347902564 1.51423622 1.73047314 1.858667275
#> 5 0.159158257 -0.06811184 -0.225487183 -0.30370616 -0.42079172 -0.599017987
#> 6 -0.460105781 -0.53711702 -0.634511899 -0.83486391 -1.13583529 -1.326305576
#> 7 0.906174022 0.96919323 1.068572761 1.20233121 1.36352740 1.384941304
#> 8 -0.834059844 -0.88873061 -0.956245872 -1.00421865 -1.04355465 -1.125595974
#> 9 -0.747321429 -0.81995245 -0.854103559 -0.85226387 -0.87902018 -0.989765239
#> 10 -0.645553322 -0.69977725 -0.745797424 -0.76489547 -0.79637843 -0.900538906
#> 11 -0.506755184 -0.76149455 -0.930730833 -1.08483086 -1.34903299 -1.617889710
#> 12 1.463325054 1.48710035 1.561066675 1.74377091 2.00912723 2.249697350
#> 13 -0.131525027 -0.30839306 -0.441223623 -0.45836693 -0.42981059 -0.369754584
#> 14 -0.820374710 -0.98887974 -1.190778170 -1.48847581 -1.90722742 -2.270133884
#> 15 0.602216862 0.59223489 0.585514209 0.50869450 0.39982278 0.369374713
#> 16 -0.611432640 -0.58735362 -0.602742913 -0.69662953 -0.83258443 -0.970395442
#> 17 -1.660204974 -1.86937911 -2.101168474 -2.34948091 -2.65733134 -2.901875883
#> 18 -0.366661665 -0.38044268 -0.371844578 -0.24361547 -0.01186812 0.153130826
#> 19 -0.080269740 -0.04802320 -0.015208934 -0.05122698 -0.14896526 -0.315692489
#> 20 -0.044074132 -0.03432925 -0.053829835 -0.07665012 -0.07813045 -0.005751729
#> 21 0.347137302 0.36719955 0.391245871 0.43124118 0.48935214 0.513721073
#> 22 -0.680903807 -0.75570606 -0.855543139 -1.07363487 -1.42221896 -1.795163092
#> 23 -0.329698602 -0.40169625 -0.475922652 -0.64719565 -0.94738899 -1.352433612
#> 24 -0.520410757 -0.81526310 -1.035706269 -1.29407536 -1.71406150 -2.159592440
#> 25 -0.894696298 -1.08181190 -1.234269579 -1.27802441 -1.28492833 -1.222120437
#> 26 -0.832154564 -0.98407038 -1.174074230 -1.48083000 -1.92364544 -2.341029086
#> 27 -1.120971419 -1.23170791 -1.345158333 -1.32685739 -1.20648233 -0.997322214
#> 28 -1.136158264 -1.21882948 -1.349937771 -1.48814970 -1.63117608 -1.718815816
#> 29 -0.738179600 -0.98665728 -1.192916483 -1.35658938 -1.57827677 -1.844705321
#> 30 -0.937203114 -1.32119418 -1.639412554 -1.86964060 -2.15354231 -2.366910475
#> 31 -1.260140421 -1.37704345 -1.506300391 -1.66431915 -1.89058097 -2.162559811
#> 32 -1.608352821 -1.77834165 -1.945736698 -2.14396414 -2.43291959 -2.734240466
#> 33 -0.842566342 -0.92610387 -1.027243092 -1.12398859 -1.23199531 -1.281625120
#> 34 -0.583554383 -0.66231224 -0.782704931 -1.06584944 -1.50915207 -1.872131088
#> 35 -0.595506113 -0.65309986 -0.747518218 -0.80511575 -0.80775478 -0.705930325
#> 36 -1.190256168 -1.28203303 -1.397457742 -1.51972968 -1.65616655 -1.765895897
#> 37 -1.443509240 -1.71081044 -1.962164985 -2.22935292 -2.61126888 -3.013725282
#> 38 -0.399089397 -0.30323100 -0.257830771 -0.23401197 -0.18017151 -0.151675796
#> 39 -0.383767050 -0.27581187 -0.219044780 -0.21486571 -0.19878743 -0.189148071
#> 40 -1.308359781 -1.30988349 -1.357692243 -1.33523134 -1.22746247 -1.096342425
#> 41 -1.087432716 -1.29550061 -1.497203162 -1.61063366 -1.69874016 -1.715876056
#> 42 -1.821496802 -1.99750806 -2.223441425 -2.46058136 -2.73121415 -2.883878887
#> 43 -1.059353992 -1.07050956 -1.132111199 -1.19442579 -1.23146827 -1.229288873
#> 44 -1.761106162 -2.17941855 -2.552015483 -2.90595362 -3.38466918 -3.821087463
#> 45 -1.871876507 -2.12796072 -2.415179067 -2.78513564 -3.29818565 -3.803093966
#> 46 0.528657668 0.46121069 0.503007170 0.74625366 1.10595131 1.275111733
#> 47 -0.396869609 -0.57927129 -0.748478831 -0.95715382 -1.26452734 -1.642007446
#> 48 -0.324827699 -0.39401398 -0.467488122 -0.56307720 -0.69976642 -0.923567883
#> 49 -0.251259522 -0.41564139 -0.528880177 -0.57333563 -0.63250919 -0.793252067
#> 50 -0.584962934 -0.62632329 -0.665734937 -0.81014066 -1.08583604 -1.406165303
#> 51 0.034788419 0.08004374 0.156719255 0.13219279 -0.01143485 -0.250775734
#> 52 0.871774503 1.07436864 1.208993892 1.10496217 0.87460830 0.684286836
#> 53 0.945507155 1.11428847 1.261743734 1.23596752 1.10684433 0.930699926
#> 54 0.689104726 0.84621684 0.945970899 0.85079053 0.64702747 0.466389760
#> 55 -0.446331240 -0.39103083 -0.417776028 -0.73375395 -1.26133126 -1.688010185
#> 56 -0.223782509 -0.15749071 -0.198012170 -0.53243039 -1.05131101 -1.401359001
#> 57 -0.156601988 -0.03522670 0.071875893 0.12742906 0.16262950 0.187700615
#> 58 -0.138234496 -0.19646665 -0.277003358 -0.49065733 -0.82970751 -1.074441333
#> 59 -0.483606437 -0.51320309 -0.549567195 -0.80096730 -1.29423830 -1.900307828
#> 60 -0.465789198 -0.64179626 -0.792371330 -1.05982510 -1.52682004 -2.092826611
#> 61 -0.232260199 -0.38286289 -0.497529854 -0.61308560 -0.80175811 -1.099789793
#> 62 -0.133789517 -0.25473010 -0.351812321 -0.46257983 -0.63846942 -0.918341333
#> 63 -0.823794073 -0.82752050 -0.891663956 -0.99750450 -1.11340269 -1.235902538
#> 64 -0.821901612 -0.55955302 -0.348636754 -0.06867804 0.36513517 0.773473467
#> 65 0.619026522 0.79396674 0.947130140 1.09653958 1.30598901 1.443695439
#> 66 0.590093645 0.85192613 1.085536443 1.25371701 1.42970378 1.415483283
#> 67 1.389081646 1.23103567 1.146023523 1.02847341 0.78963021 0.487972248
#> 68 0.168088419 0.30632023 0.414530194 0.47476371 0.52679474 0.544150405
#> 69 -0.754570564 -0.65961180 -0.599141701 -0.59686597 -0.61787052 -0.657402666
#> 70 -0.192524988 0.05962068 0.294177317 0.55881904 0.91803567 1.196554947
#> 71 -0.088804158 -0.10646458 -0.073458147 0.08227370 0.32611412 0.597366144
#> 72 -0.369390951 -0.33905628 -0.296636099 -0.17073215 0.02304225 0.212490184
#> 73 0.192661346 0.28995063 0.357333565 0.33680857 0.27937514 0.288495246
#> 74 0.371324763 0.58509979 0.847847276 1.23426817 1.75063807 2.128463730
#> 75 0.494570124 0.59902896 0.704769741 0.82574988 0.99712921 1.196136309
#> 76 0.745990064 0.81970716 0.910363106 1.04998260 1.25786874 1.475192944
#> 77 0.765711508 0.74830445 0.814093872 1.00112805 1.25784601 1.449052819
#> 78 0.409504952 0.52051222 0.633673291 0.71810296 0.80298402 0.835122985
#> 79 0.358826398 0.49332845 0.568536889 0.53660769 0.47757106 0.485763430
#> 80 0.866784298 0.87399551 0.944858680 1.16246729 1.48435986 1.737117374
#> 81 1.421669452 1.42989498 1.471505746 1.40938020 1.23188091 1.034010699
#> 82 1.137157463 1.19201745 1.272214825 1.31572674 1.33221049 1.388305447
#> 83 0.981849298 0.82867467 0.790410747 0.80625659 0.76427178 0.685084542
#> 84 0.928482134 1.01437933 1.119218878 1.22426625 1.33094789 1.380077606
#> 85 1.474235316 1.57347319 1.750244749 1.94361703 2.12577691 2.166502600
#> 86 0.859688379 1.02537685 1.223867572 1.48960602 1.84940108 2.113680176
#> 87 1.542962876 1.42774263 1.374711250 1.32657883 1.24882824 1.181628154
#> 88 0.156226324 0.07743128 0.014894140 0.01688480 0.07303386 0.272860510
#> 89 1.497802893 1.63641912 1.864192035 2.28130738 2.87560016 3.319529185
#> 90 1.541177434 1.53685205 1.464456159 1.40352275 1.44060929 1.775818082
#> 91 -0.006400900 0.25399399 0.390403243 0.46608760 0.65481875 1.065124985
#> 92 2.580313698 2.36437750 2.388167100 2.58276528 2.79687265 2.977886724
#> 93 2.625988812 2.99092154 3.480111055 4.15025521 5.04059238 5.692433858
#> 94 2.295978686 2.82891837 3.481888858 4.58192303 6.20198546 7.584009973
#> 95 1.815268694 1.98584296 2.303301450 2.77287548 3.36853159 3.722243370
#> 96 2.552131468 3.29537977 4.002156984 4.77127167 5.85099676 6.790794370
#> 97 0.754310680 0.96385570 1.162398095 1.38313775 1.70451779 2.032598703
#> 98 -0.327238137 -0.40114505 -0.474754539 -0.53976206 -0.61444501 -0.635370292
#> 99 0.035176332 0.02990776 -0.001638079 -0.13430551 -0.34809367 -0.531195494
#> 100 0.282431248 0.57645110 0.813413754 0.91238433 0.98606899 1.009891201
#> 101 0.349695147 0.54286253 0.720796523 0.78283046 0.78798028 0.697156439
#> 102 0.975721872 0.97817649 0.974146262 0.91341457 0.84028042 0.809454312
#> 103 0.987441547 1.00503530 1.039361372 1.06282313 1.11209507 1.187603175
#> 104 0.491012566 0.40931872 0.337460547 0.23009881 0.08486670 -0.076489341
#> 105 0.671888850 0.50975100 0.393656179 0.24193609 0.01329624 -0.213736645
#> 106 0.459222165 0.47068808 0.472147067 0.47692327 0.52049834 0.575007806
#> 107 0.792174998 1.10528364 1.318318839 1.57663942 2.05212038 2.637199236
#> 108 -0.556905448 -0.62014255 -0.731413801 -0.83358614 -0.90543111 -0.820635752
#> 109 1.407639271 1.78181607 2.092919098 2.36318032 2.77142361 3.169817866
#> 110 0.008651796 0.09008518 0.140035607 0.18331705 0.29291637 0.484713249
#> 111 -0.836250534 -0.95705584 -1.070677233 -1.12004576 -1.13757916 -1.101659946
#> 112 -0.439620083 -0.54745703 -0.622908509 -0.57228042 -0.43419673 -0.268769245
#> 113 0.854414326 0.97820919 1.064453082 1.43036620 2.14516941 3.006816416
#> 114 0.115848389 -0.00525985 -0.107413989 -0.08036406 0.03462454 0.162612425
#> 115 2.310493894 2.62787681 2.987638701 3.54656300 4.38342996 5.143952176
#> 116 1.878476507 2.14467228 2.453769867 2.95449142 3.70650925 4.347295700
#> 117 1.532242782 1.49509483 1.547639790 1.79416990 2.18721284 2.552406583
#> 118 -0.310853855 -0.43989901 -0.536309132 -0.45655740 -0.26157677 -0.034685936
#> 119 -0.235441231 -0.23684492 -0.281272540 -0.34038487 -0.38507997 -0.401461165
#> 120 0.266771274 0.27219579 0.247450679 0.25673420 0.33341049 0.485076251
#> 121 3.026835132 3.22522022 3.507786589 3.89963185 4.46034913 4.997231662
#> 122 2.719678083 2.68634488 2.728679341 2.98630291 3.45615176 4.066372751
#> 123 3.047455559 3.08684670 3.259153783 3.68591791 4.34423400 4.998795261
#> 124 0.960750091 1.12292264 1.254190806 1.40371708 1.64895355 1.874962001
#> 125 0.902644256 0.89137666 0.878964946 0.92140331 1.03778349 1.179638828
#> 126 0.908480219 0.80748060 0.758474500 0.78716747 0.85534113 0.902359943
#> 127 0.697364919 0.71517018 0.711227412 0.70414703 0.73451217 0.806306348
#> 128 0.458165056 0.40526707 0.338774241 0.26254894 0.19049444 0.146423570
#> 129 0.474161459 0.49490124 0.487548194 0.49350713 0.54793454 0.630926826
#> 130 1.461108500 1.57562091 1.719978240 1.95304204 2.31555233 2.671163939
#> 131 1.210641283 1.16801383 1.188188396 1.34499495 1.61744502 1.930145411
#> 132 0.951573936 1.03101499 1.125445662 1.31496054 1.63206922 1.957169326
#> 133 1.149334281 1.24413964 1.349281126 1.56454264 1.93319492 2.334655589
#> 134 0.970896170 0.96671529 1.004841805 1.22001572 1.60102142 2.006049529
#> 135 1.234202752 1.31287050 1.385731131 1.48728648 1.66703889 1.876211353
#> 136 0.831798731 1.10820466 1.339656233 1.70834917 2.32200588 2.965031085
#> 137 0.427313216 0.59186347 0.665984557 0.73116634 0.90329907 1.157790342
#> 138 0.433820288 0.47106068 0.489584424 0.59232360 0.81232643 1.076092184
#> 139 0.603879542 0.49465726 0.477458142 0.70012348 1.07763932 1.398187875
#> 0.0543 0.0507 0.0473 0.0441 0.0411 0.0383
#> 1 -1.193288162 -1.269958153 -1.33972013 -1.45036981 -1.56408175 -1.67825764
#> 2 -2.828282583 -3.780455803 -4.07235215 -4.34564389 -4.35271548 -4.39212792
#> 3 2.173135886 2.404371205 2.59159026 2.84546118 3.14900666 3.43515153
#> 4 1.971712079 2.130264339 2.10614094 1.88632854 1.39130556 0.97196832
#> 5 -0.805940173 -1.044438243 -1.12083932 -1.19212032 -1.12289093 -1.07694471
#> 6 -1.546050657 -1.797882616 -1.83408765 -1.89080871 -2.02569901 -2.15238679
#> 7 1.391728241 1.433942619 1.42393892 1.27654837 0.97344426 0.71113661
#> 8 -1.246900697 -1.420997330 -1.55937584 -1.68016392 -1.70230148 -1.74212049
#> 9 -1.145709451 -1.344205173 -1.42256964 -1.53908569 -1.62929729 -1.72289008
#> 10 -1.049295323 -1.248520645 -1.34804658 -1.44398700 -1.39496707 -1.37674718
#> 11 -1.975004509 -2.389360012 -2.47351675 -2.56596698 -2.68755334 -2.79364936
#> 12 2.592561097 3.018155912 3.25519665 3.36719287 3.24920030 3.15685488
#> 13 -0.240527856 -0.117225596 -0.03604965 0.03085613 0.01636914 0.00122331
#> 14 -2.712019980 -3.247112748 -3.43626418 -3.58012455 -3.50220348 -3.44245994
#> 15 0.300646522 0.221842361 0.13905868 0.04233463 -0.01930798 -0.05452670
#> 16 -1.164873617 -1.404099468 -1.54429227 -1.62621607 -1.56587074 -1.52149765
#> 17 -3.208610814 -3.628767562 -3.85489197 -4.15829530 -4.41805410 -4.68166144
#> 18 0.357164660 0.557093840 0.56712401 0.59411435 0.62002264 0.65112308
#> 19 -0.557191762 -0.812669948 -0.94291428 -1.13842946 -1.38959955 -1.62036185
#> 20 0.121747039 0.255218422 0.33771832 0.31549949 0.12624186 -0.05024021
#> 21 0.542882198 0.586738055 0.58921897 0.60063697 0.63861175 0.67081416
#> 22 -2.271998038 -2.819193144 -3.01042394 -3.09811711 -2.94489971 -2.82326597
#> 23 -1.896907433 -2.507816496 -2.72018433 -2.89066466 -2.88187156 -2.89021899
#> 24 -2.743173269 -3.407597760 -3.66344172 -3.92537390 -4.09816742 -4.27132022
#> 25 -1.115338710 -1.040297396 -0.98487726 -0.89754659 -0.86237856 -0.82416508
#> 26 -2.873398699 -3.501542225 -3.76134353 -4.03235032 -4.14483422 -4.27538412
#> 27 -0.690831201 -0.407877009 -0.29589474 -0.14190105 -0.03366021 0.06525951
#> 28 -1.808210191 -1.958273297 -2.04945042 -2.09383844 -2.01453147 -1.95897842
#> 29 -2.194327462 -2.623494338 -2.81975075 -2.97942945 -2.97228735 -2.97861701
#> 30 -2.616813926 -2.954633673 -3.09307848 -3.20188637 -3.18217484 -3.17200643
#> 31 -2.509843065 -2.938769475 -3.13417003 -3.29302308 -3.30021356 -3.33253665
#> 32 -3.094953456 -3.547612845 -3.73110646 -3.83971503 -3.77572651 -3.74313996
#> 33 -1.298733128 -1.349444913 -1.35147323 -1.43552080 -1.63267668 -1.81049609
#> 34 -2.288051415 -2.755744032 -2.84541714 -2.91618821 -2.93185522 -2.96179272
#> 35 -0.529589586 -0.371298290 -0.34022316 -0.39117307 -0.56711700 -0.71953193
#> 36 -1.890454262 -2.084919340 -2.18661675 -2.31127320 -2.41864873 -2.52479147
#> 37 -3.528417167 -4.155957781 -4.42269413 -4.78173368 -5.11282146 -5.43290733
#> 38 -0.128826520 -0.116912389 -0.15165236 -0.22874834 -0.34725826 -0.45660708
#> 39 -0.203402611 -0.230703409 -0.29520368 -0.39725567 -0.54262378 -0.67370724
#> 40 -0.915957817 -0.772233801 -0.75682405 -0.76427935 -0.81809371 -0.88319178
#> 41 -1.695216978 -1.726469443 -1.74877943 -1.74079532 -1.69987638 -1.68602801
#> 42 -3.035026162 -3.275338727 -3.37552048 -3.39655623 -3.29469020 -3.23615195
#> 43 -1.212100536 -1.237249938 -1.28837070 -1.29330226 -1.22324790 -1.17691963
#> 44 -4.369246337 -5.063727665 -5.38957352 -5.78607527 -6.07728605 -6.37045235
#> 45 -4.437996163 -5.224134768 -5.56967878 -5.92096253 -6.05193317 -6.19693424
#> 46 1.465190495 1.678853883 1.65825188 1.59942806 1.52924136 1.47175148
#> 47 -2.147664811 -2.734306789 -3.00559509 -3.32515004 -3.54330006 -3.75450958
#> 48 -1.236177268 -1.600914177 -1.81256144 -2.14003626 -2.49478238 -2.81898084
#> 49 -1.030319870 -1.315967337 -1.48827423 -1.75423759 -2.02745712 -2.27908735
#> 50 -1.837686130 -2.313872575 -2.48061640 -2.60638118 -2.63192359 -2.67704129
#> 51 -0.602679445 -0.958553477 -1.06633939 -1.17204993 -1.28947451 -1.40215976
#> 52 0.433613804 0.210735455 0.17914769 0.19968767 0.28550496 0.35832293
#> 53 0.677912450 0.456974794 0.36779916 0.32501437 0.37376517 0.41268309
#> 54 0.230540432 0.015168792 -0.03665260 -0.09725539 -0.14507131 -0.19253354
#> 55 -2.223303679 -2.810155376 -2.99394795 -3.15975634 -3.22924770 -3.31112791
#> 56 -1.816948580 -2.272540225 -2.38861556 -2.45577676 -2.43058404 -2.41848998
#> 57 0.194344683 0.205915733 0.25162457 0.26287925 0.21555041 0.17204588
#> 58 -1.370117850 -1.700562555 -1.78720703 -1.87312308 -1.89520254 -1.92869681
#> 59 -2.678440619 -3.526391672 -3.76418045 -3.97718094 -4.02772525 -4.08933013
#> 60 -2.824195780 -3.640927191 -3.90744278 -4.05107725 -3.86260761 -3.71935315
#> 61 -1.523644006 -2.009478922 -2.24073531 -2.40802414 -2.34651965 -2.30427232
#> 62 -1.317952041 -1.774779899 -1.99869653 -2.15695847 -2.09551856 -2.04792266
#> 63 -1.420806461 -1.670987746 -1.79141332 -1.86424036 -1.80151036 -1.75078251
#> 64 1.238290501 1.714131717 1.86509133 1.90817396 1.76811494 1.66278643
#> 65 1.584100489 1.749983263 1.85027331 1.99197313 2.15269636 2.31502655
#> 66 1.318990655 1.238976835 1.19423188 1.09754222 1.00605831 0.94087581
#> 67 0.101335637 -0.285471573 -0.37704080 -0.59748794 -0.83025337 -1.04360725
#> 68 0.530855071 0.523716639 0.61995187 0.73340931 0.83530489 0.93577168
#> 69 -0.732145084 -0.828779880 -0.86822831 -0.95262672 -1.10220108 -1.23012493
#> 70 1.520353599 1.890986053 2.03875415 2.18785869 2.20945729 2.24958093
#> 71 0.945134420 1.324775938 1.52247892 1.68944921 1.63816803 1.61846994
#> 72 0.474984165 0.757335360 0.92067120 1.04205491 1.00748523 0.98706145
#> 73 0.300278346 0.332141460 0.43369393 0.63014313 0.83638640 1.03382631
#> 74 2.571399255 3.088445627 3.29479107 3.39523792 3.25390150 3.14928067
#> 75 1.443289537 1.739506240 1.88519630 2.03823299 2.07897887 2.12367976
#> 76 1.753243706 2.088088472 2.22715074 2.37245833 2.42819674 2.49614853
#> 77 1.675496667 1.953270459 2.05677616 2.21378512 2.35400689 2.49079808
#> 78 0.848889967 0.889922468 0.88798514 0.89964329 0.91749090 0.93576283
#> 79 0.496616429 0.529378178 0.55927968 0.60155450 0.65004132 0.69544676
#> 80 2.068037322 2.460780274 2.67732582 2.94248786 3.14163400 3.33760363
#> 81 0.786533868 0.575875931 0.58557753 0.63367049 0.75260607 0.85535860
#> 82 1.458368952 1.582258515 1.68272224 1.76105199 1.77647482 1.80039586
#> 83 0.580781466 0.505979343 0.54261978 0.59430873 0.64240889 0.69394406
#> 84 1.434372597 1.534447809 1.63752921 1.73176621 1.79904809 1.87756715
#> 85 2.182337666 2.267947038 2.39099278 2.50261687 2.52304778 2.56742159
#> 86 2.434068650 2.814756525 2.94809752 2.97046117 2.83259707 2.71957082
#> 87 1.139881302 1.129387383 1.17767841 1.30507621 1.53337445 1.75698502
#> 88 0.535682642 0.795633905 0.93750445 1.08087545 1.20266297 1.31361748
#> 89 3.900854913 4.589092465 4.94429996 5.39736195 5.77791836 6.16848879
#> 90 2.311105509 2.916015948 3.24320431 3.55187934 3.74564636 3.94522299
#> 91 1.566908108 2.099673888 2.38108839 2.82378946 3.27658228 3.71737761
#> 92 3.141179535 3.391170616 3.49954263 3.73558637 4.00567928 4.30062280
#> 93 6.451853088 7.399549011 7.72838444 8.05634711 8.16357534 8.31804470
#> 94 9.268203759 11.199903660 11.93371792 12.68031410 13.02560067 13.41465088
#> 95 4.084628921 4.557657993 4.74022298 5.02732201 5.23639874 5.48061984
#> 96 7.889886872 9.205958240 9.66915521 9.98866548 9.84273044 9.79227430
#> 97 2.436493296 2.917301888 3.07360425 3.11533084 2.88283538 2.68442598
#> 98 -0.643202726 -0.661792778 -0.65295257 -0.72883539 -0.96665117 -1.18882608
#> 99 -0.760743570 -1.006595599 -1.06475955 -1.00551798 -0.78941484 -0.59152525
#> 100 1.000424214 1.031654174 1.05490483 1.11385296 1.14308285 1.17047465
#> 101 0.548272121 0.429711160 0.37551002 0.35893963 0.35667489 0.34960047
#> 102 0.795243298 0.796995934 0.75214794 0.71562978 0.74151257 0.77258336
#> 103 1.276709957 1.388065359 1.36379714 1.32602379 1.29644327 1.28893162
#> 104 -0.259701447 -0.464360344 -0.57746415 -0.64165248 -0.54475688 -0.45246411
#> 105 -0.490608806 -0.793768633 -0.92292881 -0.97249782 -0.82759194 -0.69709062
#> 106 0.653034895 0.733809659 0.70139446 0.66805499 0.68648534 0.71161388
#> 107 3.419724392 4.296398726 4.61275655 4.85595502 4.85277091 4.87484513
#> 108 -0.672442097 -0.544915789 -0.47712777 -0.47450957 -0.59206181 -0.70003193
#> 109 3.620905408 4.158538642 4.29590648 4.44376945 4.50902854 4.60046588
#> 110 0.739410858 1.010153925 1.05142974 1.07252167 1.00827127 0.95432540
#> 111 -0.994205348 -0.911573676 -0.87618277 -0.77627907 -0.64432570 -0.53399271
#> 112 0.007746266 0.286399890 0.37732711 0.46157542 0.46123820 0.46670085
#> 113 4.197673171 5.499618598 6.04253321 6.53180994 6.74890709 6.97031910
#> 114 0.350461068 0.532285778 0.58976742 0.66737738 0.79464266 0.91723649
#> 115 6.125637712 7.287781787 7.71857859 8.00828434 7.91015836 7.86782374
#> 116 5.179410256 6.162084346 6.51000828 6.71957021 6.57904227 6.49400963
#> 117 3.064646167 3.670353127 3.90238820 4.01764849 3.88403349 3.79445282
#> 118 0.296300000 0.631962279 0.76287349 0.90003450 0.99682538 1.08159279
#> 119 -0.429994461 -0.482711822 -0.52152962 -0.51175729 -0.41189138 -0.32865568
#> 120 0.703199614 0.935225458 1.03147221 1.20345638 1.43851017 1.65987566
#> 121 5.658605199 6.482232372 6.75761398 7.00771032 7.05670888 7.16351989
#> 122 4.916413437 5.909584026 6.33274087 6.78020448 7.09310784 7.41851640
#> 123 5.866940993 6.909698632 7.30909472 7.71865891 7.93913497 8.18314685
#> 124 2.136718613 2.441602345 2.51727535 2.61855460 2.76921497 2.92740713
#> 125 1.351574894 1.542874441 1.56871612 1.60721144 1.70926942 1.81750431
#> 126 0.949441771 1.009662166 0.98483700 0.98915345 1.06857598 1.14179465
#> 127 0.884457800 0.972338215 0.97468558 1.01084674 1.11775893 1.21509862
#> 128 0.082870745 0.007661286 -0.06855184 -0.13472622 -0.12521934 -0.11925787
#> 129 0.740314065 0.862263375 0.88116083 0.92674698 1.02188393 1.11260693
#> 130 3.112935355 3.642826871 3.81192300 3.98349411 4.04388653 4.12309313
#> 131 2.335824633 2.808431283 2.97943545 3.19484991 3.34536360 3.49791356
#> 132 2.367864783 2.843835541 2.99994015 3.15779833 3.20920265 3.27595291
#> 133 2.848240741 3.440467801 3.63644647 3.81948522 3.87280098 3.94124382
#> 134 2.539234404 3.141034803 3.36862454 3.62250534 3.79155255 3.95891226
#> 135 2.150473948 2.485615247 2.60120935 2.73373779 2.82746437 2.92562706
#> 136 3.764687013 4.657080897 4.98909102 5.31044677 5.48327683 5.66754809
#> 137 1.493279272 1.859883715 1.96888835 2.07579168 2.16570085 2.24856051
#> 138 1.415467057 1.782630724 1.91413674 2.07777031 2.23244912 2.37485506
#> 139 1.818640699 2.284918785 2.45665193 2.61919971 2.67639127 2.74596977
#> 0.0358 0.0333 0.0311 0.0290 0.0270
#> 1 -1.88088921 -2.09993316 -0.49084655 -0.102942395 -0.25708497
#> 2 -4.52793992 -4.71677115 -6.05763918 -8.463159905 -8.80049486
#> 3 3.46294738 3.44949043 0.76671247 0.337446513 0.29921776
#> 4 0.64975919 0.35778869 0.67746543 -0.557567675 -0.52691409
#> 5 -1.01171868 -0.95318816 -2.99247923 -4.051180641 -4.26522062
#> 6 -2.22898858 -2.27639167 -2.50223509 -3.227481494 -3.20010506
#> 7 0.47942023 0.24828215 -0.37551877 -0.770512044 -0.79605688
#> 8 -1.82659735 -1.91722991 -4.18686524 -4.774836427 -4.96121620
#> 9 -1.88110908 -2.08610180 -3.65145157 -5.112323772 -5.34749160
#> 10 -1.54934619 -1.78746325 -4.36282208 -6.408312293 -6.76954237
#> 11 -2.79471815 -2.79949350 -2.76947908 -2.784222437 -2.57062736
#> 12 2.95290743 2.72427707 2.74274361 0.994333233 0.96055981
#> 13 -0.22168929 -0.55715242 -2.20811321 -5.917963154 -5.97633767
#> 14 -3.20723031 -2.94988876 -1.07992581 -1.232445218 -1.21459512
#> 15 -0.01651097 0.02185029 0.23514406 -0.476657138 -0.48275625
#> 16 -1.48962789 -1.47747392 -1.85496659 -2.122200753 -2.19868288
#> 17 -4.97457459 -5.27748002 -7.35231814 -10.400480216 -10.81980647
#> 18 0.71883680 0.77383751 -0.14000885 -0.105048946 -0.05802722
#> 19 -1.89471887 -2.23415671 -2.48438004 -3.921021695 -4.02398956
#> 20 -0.10548677 -0.05079994 -0.47179783 -0.390498482 -0.42605194
#> 21 0.63289936 0.56864114 1.52384601 2.390944189 2.37522114
#> 22 -2.72468109 -2.66947804 -5.62502063 -6.170215145 -6.30646863
#> 23 -2.91415547 -2.95876728 -4.31559529 -4.192406122 -4.16798064
#> 24 -4.51988058 -4.83402003 -8.13395547 -10.133019810 -10.38798364
#> 25 -0.85668981 -0.96452722 -0.96034866 -2.279573253 -2.21914019
#> 26 -4.56520060 -4.89262042 -8.53349898 -10.513873779 -10.97340396
#> 27 0.02193455 -0.06288885 -1.75917665 -1.569926258 -1.65706352
#> 28 -1.97286784 -2.01723769 -3.64406616 -4.006540933 -4.27248908
#> 29 -2.98316348 -3.00835120 -3.78556694 -3.396107157 -3.49515689
#> 30 -3.12444753 -3.10955350 -2.80546432 -3.120138672 -3.22726875
#> 31 -3.43514377 -3.58225200 -7.73789484 -9.516717204 -9.84841057
#> 32 -3.85676730 -4.07465480 -9.89665903 -12.901374985 -13.32441429
#> 33 -1.99504088 -2.20481259 -1.42480269 -1.974878681 -2.10030849
#> 34 -2.88666175 -2.78946302 -1.27299883 -1.179408424 -1.07979565
#> 35 -0.80134980 -0.88397715 -0.83652974 -2.276939696 -2.42139248
#> 36 -2.61176679 -2.71428972 -3.96097554 -5.741299182 -5.82915196
#> 37 -5.70731420 -6.02957632 -8.06075374 -11.186894177 -11.52389042
#> 38 -0.54094476 -0.62955461 -0.04399052 -0.236566225 -0.26421069
#> 39 -0.78097679 -0.88776535 -0.58215508 -0.930342440 -0.97916641
#> 40 -0.96499554 -1.04731126 -2.83768779 -4.076513025 -4.23061598
#> 41 -1.74575688 -1.82330874 -4.49429411 -5.823131950 -6.00820557
#> 42 -3.24731015 -3.27063084 -5.66508316 -6.525066708 -6.74899800
#> 43 -1.12726462 -1.06448474 -2.59422121 -2.686029222 -2.81292670
#> 44 -6.60899340 -6.87225177 -9.73376273 -12.981654305 -13.43103924
#> 45 -6.40371777 -6.69555639 -10.46293938 -13.716259436 -14.20211656
#> 46 1.35934935 1.20906867 -0.59870041 -1.246838216 -1.34784544
#> 47 -3.99314788 -4.27850437 -5.40605072 -6.944518109 -7.10573590
#> 48 -3.07007595 -3.33560522 -3.09910839 -4.023566718 -4.13100296
#> 49 -2.47275032 -2.68327472 -3.35456872 -4.305092393 -4.42950510
#> 50 -2.81301595 -3.00330887 -5.15381598 -5.840401108 -6.03064508
#> 51 -1.56305909 -1.77323257 -2.88873596 -3.697609554 -3.72944531
#> 52 0.40241433 0.46834117 -0.37622001 -0.479650015 -0.49995700
#> 53 0.44342332 0.48593327 -1.45730596 -1.090486616 -1.21970137
#> 54 -0.14624698 -0.04331221 -0.50955889 -0.311543149 -0.38165935
#> 55 -3.37435723 -3.42836719 -4.77411878 -5.926972820 -6.14203954
#> 56 -2.58575621 -2.79035324 -5.48102961 -6.827662096 -7.11546746
#> 57 0.14068567 0.11693299 0.31686448 -0.101840789 -0.11895428
#> 58 -1.86740405 -1.73604756 -3.00089150 -2.998383620 -3.16570039
#> 59 -4.21627140 -4.46596409 -7.24968268 -11.036488803 -11.20526876
#> 60 -3.89388034 -4.29493736 -8.92083305 -14.158511836 -14.52232507
#> 61 -2.36181015 -2.50668028 -3.76935799 -4.544976692 -4.67307557
#> 62 -2.22047052 -2.53091909 -3.79130416 -4.902996721 -5.05640139
#> 63 -1.64457022 -1.52322385 -0.88028279 -0.045932416 0.08206761
#> 64 1.55589930 1.43450700 2.42968564 1.745762868 1.67742593
#> 65 2.38579006 2.44318948 2.54767260 3.477280726 3.78851267
#> 66 0.79460099 0.61695260 -0.45851166 0.007708842 -0.02011367
#> 67 -1.18394532 -1.26161740 -0.24393928 -0.159662864 -0.26166957
#> 68 1.17055519 1.47471072 4.02955438 5.776451563 6.21078651
#> 69 -1.19019480 -1.12636597 0.95308930 2.013907268 2.09478869
#> 70 2.35664879 2.46624322 3.43302409 5.572352713 5.78688221
#> 71 1.65230184 1.70880332 1.16761336 2.678728354 2.88237150
#> 72 0.90299998 0.78588884 -0.37848806 -0.719163162 -0.77200335
#> 73 1.25084164 1.47100516 3.41590506 4.922403602 5.26059799
#> 74 3.03645629 2.89456320 3.18975214 3.017349499 3.04128234
#> 75 2.08693690 2.04172203 3.31400960 4.011803156 4.18090597
#> 76 2.56371312 2.62020300 3.79495950 4.470695097 4.60816699
#> 77 2.55523142 2.59191874 1.96966134 2.849670541 2.94883484
#> 78 0.98064610 1.03551420 1.74370507 2.699627623 2.73055447
#> 79 0.84404111 1.04239093 3.25329000 4.356135449 4.40931241
#> 80 3.37004889 3.33935696 2.23512077 2.200633442 2.40895380
#> 81 0.93651022 1.02914038 2.58629166 3.040533006 3.18597248
#> 82 1.75745803 1.68377289 4.10926397 3.673089418 3.68770768
#> 83 0.69204929 0.63811297 1.10230847 0.938105395 0.96680651
#> 84 2.08809250 2.30545338 4.98369914 5.745498031 5.97641005
#> 85 2.62943789 2.65921271 1.27969334 1.076496077 1.31066208
#> 86 2.69914007 2.76375961 1.18147452 1.871389251 1.85008261
#> 87 2.01405804 2.31853562 1.71827313 4.187844880 4.44794557
#> 88 1.32582431 1.37829642 1.01961720 1.093739411 1.09473728
#> 89 6.48552587 6.76081529 5.46630791 7.270633139 7.84280729
#> 90 4.54343685 5.38974216 11.29619317 15.009159815 15.52068845
#> 91 4.03505523 4.36132198 6.52048050 8.858981814 9.31116498
#> 92 4.58412115 4.85247562 6.81127118 9.661160634 10.17085077
#> 93 8.50710396 8.73551949 5.92139475 8.380928454 8.64735154
#> 94 13.86086882 14.42633933 17.53687504 23.715041717 24.64807381
#> 95 5.61400464 5.71777281 4.51731482 8.727570342 9.30380363
#> 96 9.67623020 9.61164718 10.81390221 13.500014929 13.82682452
#> 97 2.56366120 2.52370335 3.24071245 4.283761708 4.36814715
#> 98 -1.46442821 -1.75656592 -2.17538256 -3.895763729 -3.99015403
#> 99 -0.32401400 -0.05977428 3.07999595 5.355865914 5.62082305
#> 100 1.11267407 1.02155585 1.19812913 1.590930136 1.66594497
#> 101 0.23278518 0.05227499 -0.84335654 -0.837807330 -0.86693816
#> 102 0.81284140 0.86813740 1.68534518 1.609759168 1.61635687
#> 103 1.34420383 1.43980635 3.89805515 4.850756149 4.98473076
#> 104 -0.39491486 -0.37429357 -0.20817972 -0.573292258 -0.55676604
#> 105 -0.58397522 -0.47593736 -0.10203050 0.135592954 0.23680952
#> 106 0.79629785 0.90278448 2.31694210 2.557972665 2.61298396
#> 107 4.97301040 5.17104560 5.58349158 5.910978629 6.01689271
#> 108 -0.62721872 -0.46867412 0.43754311 -0.517512902 -0.51287958
#> 109 4.72455585 4.94331253 6.85380957 9.974592314 10.31237387
#> 110 0.98094927 1.09689978 3.20400581 5.839244974 5.98594079
#> 111 -0.43119477 -0.34835390 -0.22350001 0.781536992 0.86878248
#> 112 0.52258023 0.57832021 1.12379435 2.470182798 2.59285368
#> 113 7.25635563 7.65347260 11.71948279 13.690833530 14.09088787
#> 114 1.17104809 1.46892009 3.38320413 4.863835900 5.04425041
#> 115 8.01195007 8.29942415 11.18676568 14.816626135 15.20222485
#> 116 6.54963660 6.67215042 10.24486375 12.120901152 12.51717079
#> 117 3.85702695 3.98068610 7.71729771 9.543956826 9.81837555
#> 118 1.21791126 1.38666833 1.74665222 2.486518777 2.53196591
#> 119 -0.24639610 -0.14657341 -0.35065373 0.158249965 0.17980807
#> 120 1.89909528 2.16843711 1.27365092 2.169721936 2.21721823
#> 121 7.47037254 7.88675487 13.48018377 18.242219546 18.86084828
#> 122 7.86570656 8.41846786 15.71894425 19.885058189 20.52717890
#> 123 8.51341724 8.94660535 12.48576769 16.658200886 17.19109513
#> 124 3.24644618 3.63199872 6.44072894 8.909839498 9.16254665
#> 125 2.01387026 2.24101023 4.05095705 5.163005602 5.27252238
#> 126 1.15457933 1.16263790 0.99708965 1.277799769 1.30543960
#> 127 1.27702532 1.37184133 2.49126119 3.353968300 3.44949729
#> 128 -0.12609618 -0.11353852 -0.31614355 -0.142633409 -0.18165214
#> 129 1.21156996 1.32969501 2.93075328 4.012432392 4.08389851
#> 130 4.26228367 4.47136742 7.50787778 10.677296578 11.02347164
#> 131 3.67834950 3.91560749 6.78352435 9.801062498 10.17484897
#> 132 3.38831819 3.54275929 6.78016779 9.225034985 9.55961820
#> 133 4.08651400 4.30779748 7.62988442 10.300718077 10.61598881
#> 134 4.13687839 4.36488124 6.77151496 9.192760378 9.51501527
#> 135 2.98753974 3.06430554 5.89177664 7.494306702 7.72889173
#> 136 5.88061376 6.14696588 9.55619126 11.187683249 11.49112683
#> 137 2.39960046 2.63983860 5.59557904 6.960919647 7.10758481
#> 138 2.40644233 2.46494285 3.07973727 3.983164591 4.08127958
#> 139 2.86966779 3.01233348 3.27510294 4.019074131 4.22556478
#> 0.0252 0.0235 0.0219 0.0205 0.0191
#> 1 -0.32656306 -0.80729190 -0.80734311 -0.80739334 -0.05447866
#> 2 -9.35595594 -15.55709642 -15.55816323 -15.55920969 -21.39882962
#> 3 0.27844729 -0.06088771 -0.06089500 -0.06090214 -2.23074592
#> 4 -0.44085806 0.10881654 0.10891083 0.10900332 -1.33691435
#> 5 -4.92899899 -10.01800160 -10.01871140 -10.01940766 -15.68334724
#> 6 -3.03496698 -1.84107197 -1.84108386 -1.84109553 -3.45076945
#> 7 -0.84597789 -0.93221331 -0.93223623 -0.93225871 -2.51523807
#> 8 -5.26836567 -9.06751555 -9.06806825 -9.06861041 -12.43418644
#> 9 -5.82786970 -12.30182410 -12.30266875 -12.30349730 -20.53436867
#> 10 -7.97721850 -18.61805427 -18.61936017 -18.62064118 -26.18083272
#> 11 -1.99879077 -2.22806124 -2.22812305 -2.22818368 -0.72909087
#> 12 0.80990058 0.08946797 0.08943561 0.08940388 0.22720731
#> 13 -6.27314058 -9.80444480 -9.80509163 -9.80572612 -11.44994877
#> 14 -1.21199378 -0.05847204 -0.05851496 -0.05855704 -1.20652550
#> 15 -0.85238466 -1.48939941 -1.48952341 -1.48964504 -2.22519450
#> 16 -2.44264112 -5.13874147 -5.13907757 -5.13940727 -4.15813900
#> 17 -11.67785545 -17.34471713 -17.34581588 -17.34689368 -20.21402629
#> 18 -0.06932176 -0.82798181 -0.82800808 -0.82803384 0.93096169
#> 19 -4.49419347 -8.29940763 -8.29992729 -8.30043705 -12.05278416
#> 20 -0.42991341 -1.41173102 -1.41173831 -1.41174548 -2.63351681
#> 21 1.95764515 1.49174460 1.49183639 1.49192643 1.60122929
#> 22 -6.63166490 -11.83680362 -11.83757008 -11.83832192 -15.95326163
#> 23 -3.95268582 -5.46788210 -5.46820286 -5.46851749 -7.62847895
#> 24 -11.13949161 -17.62389659 -17.62496597 -17.62601499 -25.12833920
#> 25 -2.14857167 -2.64953767 -2.64965905 -2.64977812 -3.12990728
#> 26 -11.78487177 -16.89936580 -16.90040083 -16.90141612 -21.64432984
#> 27 -1.52351656 -2.04635817 -2.04641212 -2.04646506 -1.51426897
#> 28 -4.61988983 -5.90577567 -5.90613745 -5.90649233 -7.76188825
#> 29 -3.28557781 -3.27216213 -3.27231936 -3.27247358 -4.07093086
#> 30 -3.13626043 -4.35053193 -4.35079544 -4.35105393 -5.52939521
#> 31 -10.70536112 -18.56173376 -18.56290208 -18.56404813 -24.37367299
#> 32 -14.47788221 -26.00259247 -26.00427737 -26.00593017 -35.87290733
#> 33 -2.23264253 -3.36131782 -3.36148519 -3.36164938 -3.05862222
#> 34 -1.10012658 -0.73276263 -0.73279244 -0.73282167 -1.23411840
#> 35 -3.11062890 -6.36229857 -6.36266175 -6.36301801 -6.74136703
#> 36 -6.72904076 -13.45137755 -13.45221848 -13.45304341 -15.46403376
#> 37 -12.21207072 -19.81045345 -19.81168725 -19.81289754 -29.18325810
#> 38 -0.54266492 -1.30990553 -1.30996568 -1.31002467 -2.11274117
#> 39 -0.99820494 -0.90565866 -0.90567181 -0.90568472 -1.16304302
#> 40 -4.64868584 -8.08774536 -8.08824907 -8.08874317 -11.00312040
#> 41 -6.24156730 -9.33827352 -9.33883606 -9.33938787 -12.25902500
#> 42 -7.06160675 -10.46933929 -10.46996079 -10.47057044 -13.49354409
#> 43 -3.09920324 -5.48788837 -5.48821063 -5.48852675 -8.07233664
#> 44 -14.57142176 -24.94254071 -24.94412071 -24.94567060 -35.36754135
#> 45 -15.02680284 -24.12250164 -24.12405928 -24.12558723 -34.87973898
#> 46 -1.56225692 -3.26403529 -3.26426822 -3.26449671 -2.82096605
#> 47 -7.12903992 -9.21038707 -9.21093618 -9.21147481 -12.78610021
#> 48 -4.10807033 -4.07206832 -4.07227217 -4.07247213 -6.40855332
#> 49 -4.57345131 -6.45027019 -6.45064984 -6.45102223 -10.71637428
#> 50 -6.18426764 -9.00411830 -9.00468569 -9.00524225 -11.98566747
#> 51 -3.64736218 -5.17098873 -5.17130121 -5.17160774 -5.44872538
#> 52 -0.43986266 -1.58816625 -1.58825853 -1.58834906 -1.65044892
#> 53 -1.63418340 -3.54272289 -3.54294838 -3.54316958 -3.97575270
#> 54 -0.59921015 -1.13048288 -1.13052739 -1.13057105 -1.30410494
#> 55 -6.30365407 -9.62385509 -9.62447043 -9.62507406 -13.35834968
#> 56 -6.95085284 -8.71684214 -8.71735538 -8.71785885 -11.19004340
#> 57 0.04780695 0.83266921 0.83265651 0.83264406 0.48455849
#> 58 -3.43830805 -6.37674324 -6.37712707 -6.37750359 -11.54687091
#> 59 -12.00508049 -22.50227752 -22.50380394 -22.50530128 -30.69452545
#> 60 -15.27890601 -25.79505793 -25.79687213 -25.79865173 -37.62352609
#> 61 -4.74121467 -7.34836254 -7.34885451 -7.34933709 -10.05756463
#> 62 -5.16719521 -8.40470872 -8.40526291 -8.40580652 -10.26975047
#> 63 -0.08565505 -1.69457600 -1.69462888 -1.69468075 -4.29820928
#> 64 1.82381545 1.19760534 1.19760086 1.19759647 0.55372337
#> 65 4.45755668 7.59288134 7.59335721 7.59382402 8.50179491
#> 66 -0.23556584 -0.37623170 -0.37625395 -0.37627578 0.08981188
#> 67 -0.17301112 -0.45562909 -0.45563724 -0.45564524 0.74450969
#> 68 7.00737008 11.05190457 11.05261703 11.05331593 16.15651981
#> 69 2.38668425 3.37650905 3.37675471 3.37699567 3.01722898
#> 70 6.41733368 10.95136080 10.95206829 10.95276229 12.20453295
#> 71 3.70236516 8.75774997 8.75841367 8.75906472 11.52716841
#> 72 -0.90868012 1.78752790 1.78765022 1.78777022 3.96570305
#> 73 5.92699499 11.07701414 11.07774868 11.07846922 15.51968031
#> 74 3.13331182 2.37061227 2.37068951 2.37076528 1.83897691
#> 75 4.24531049 4.82107384 4.82140642 4.82173265 5.53169040
#> 76 4.82762182 7.00180634 7.00226270 7.00271036 7.93968777
#> 77 3.03255448 5.08132729 5.08165445 5.08197538 6.30253710
#> 78 2.54530329 1.61014832 1.61025622 1.61036206 1.02839256
#> 79 4.70116246 12.18053723 12.18130186 12.18205195 17.34300114
#> 80 2.94541780 4.95100143 4.95131629 4.95162515 5.89986718
#> 81 2.95636845 2.61216488 2.61229528 2.61242320 3.33799503
#> 82 2.44908378 0.68713434 0.68711339 0.68709284 1.29681789
#> 83 1.28527132 3.24857934 3.24875137 3.24892013 3.07854850
#> 84 6.32846209 9.47119898 9.47173981 9.47227036 12.67901619
#> 85 1.52326613 2.15144419 2.15155005 2.15165390 4.69156230
#> 86 1.47050428 1.58996834 1.59003238 1.59009522 1.44459925
#> 87 4.93524383 8.00838730 8.00895972 8.00952123 10.31483846
#> 88 1.35003819 2.11467203 2.11476340 2.11485305 4.65047139
#> 89 8.86394577 15.45403013 15.45498520 15.45592207 21.53916313
#> 90 16.20797895 27.65150363 27.65334955 27.65516032 38.84092889
#> 91 10.74642334 19.93151202 19.93283236 19.93412755 29.91216864
#> 92 11.36424728 21.66270997 21.66413400 21.66553089 32.44760347
#> 93 9.02121179 13.12736513 13.12823002 13.12907841 19.64092266
#> 94 25.25243283 31.04700344 31.04901568 31.05098953 43.26647161
#> 95 11.12079057 21.16722667 21.16870908 21.17016321 32.94922704
#> 96 13.69933183 21.58020730 21.58167185 21.58310845 34.65380739
#> 97 4.45778321 7.82984849 7.83041013 7.83096106 11.26512962
#> 98 -3.99927908 -4.93828320 -4.93852919 -4.93877050 -4.81842184
#> 99 6.15768390 10.58955938 10.59026673 10.59096060 14.12325813
#> 100 2.00609211 4.73974676 4.74003949 4.74032664 8.76721237
#> 101 -0.77971586 -0.12686599 -0.12689227 -0.12691804 0.29991171
#> 102 1.60376957 2.21062758 2.21076644 2.21090266 4.62281326
#> 103 5.08002449 5.86456393 5.86497340 5.86537505 8.33690570
#> 104 -0.42212237 -0.20314087 -0.20317452 -0.20320752 0.70526060
#> 105 0.46270963 0.83245609 0.83251152 0.83256590 0.87402600
#> 106 2.62110446 3.81045619 3.81068940 3.81091817 6.07945563
#> 107 6.07223718 9.57512913 9.57578739 9.57643311 13.62605448
#> 108 -0.74059500 -1.32122415 -1.32124642 -1.32126826 0.53090868
#> 109 11.43773978 19.58542996 19.58677725 19.58809886 25.36058112
#> 110 6.50532333 10.99678482 10.99756793 10.99833610 12.16036096
#> 111 0.89946881 0.21559699 0.21561435 0.21563138 -0.91378565
#> 112 2.82314431 4.25395977 4.25425870 4.25455194 5.86008118
#> 113 14.52338910 22.46469167 22.46610554 22.46749250 31.97829106
#> 114 5.52371874 9.75166434 9.75229913 9.75292186 14.04881285
#> 115 15.50215111 23.13369904 23.13523058 23.13673293 29.99155690
#> 116 13.12502693 19.32923125 19.33047192 19.33168894 26.63700870
#> 117 10.12458142 15.87997685 15.88102923 15.88206155 23.21206826
#> 118 2.26089072 2.80940855 2.80960403 2.80979580 1.76548037
#> 119 0.44868486 2.13306490 2.13324290 2.13341752 2.02107937
#> 120 2.62798822 5.62134976 5.62174983 5.62214230 7.58906277
#> 121 19.93660145 30.36744492 30.36946548 30.37144751 42.79099079
#> 122 21.61416137 32.84947116 32.85156664 32.85362219 43.72205065
#> 123 18.01901104 27.65684801 27.65865402 27.66042561 36.64370368
#> 124 9.77061810 16.55376058 16.55479757 16.55581482 23.35997915
#> 125 5.81599214 11.47374723 11.47446488 11.47516888 16.58755018
#> 126 1.68068344 4.65703865 4.65734066 4.65763695 6.23625705
#> 127 3.81148065 7.11670471 7.11718635 7.11765882 10.10625020
#> 128 -0.01319982 1.63537239 1.63552633 1.63567736 1.82338623
#> 129 4.28989406 7.18201518 7.18251177 7.18299890 10.54339162
#> 130 12.03470419 20.48885739 20.49024484 20.49160585 28.39869929
#> 131 11.18363282 20.31824368 20.31960967 20.32094963 28.69582072
#> 132 10.29185936 16.79922805 16.80036721 16.80148466 23.26831010
#> 133 11.39414290 18.71000046 18.71125924 18.71249404 25.95189407
#> 134 10.33094445 17.51405570 17.51521097 17.51634423 23.79868043
#> 135 8.30418018 13.74176237 13.74267183 13.74356396 18.96345302
#> 136 12.27277479 19.95991831 19.96115651 19.96237114 28.53134057
#> 137 7.35792076 11.15498414 11.15572601 11.15645375 17.37511639
#> 138 4.60757949 9.91445117 9.91512995 9.91579580 16.34168157
#> 139 4.62072268 7.51300622 7.51353646 7.51405659 9.42819179
#> 0.0178 0.0166 0.0155 0.0144 0.0135 0.0126
#> 1 -0.05446073 -0.05444301 -0.05442548 -0.05440814 0.1875317 0.1875525
#> 2 -21.40000048 -21.40115854 -21.40230393 -21.40343678 -27.2360337 -27.2372124
#> 3 -2.23084108 -2.23093520 -2.23102828 -2.23112034 -7.2739915 -7.2744688
#> 4 -1.33690010 -1.33688600 -1.33687206 -1.33685826 -1.0985447 -1.0985361
#> 5 -15.68426626 -15.68517523 -15.68607426 -15.68696345 -23.1035998 -23.1047023
#> 6 -3.45081716 -3.45086434 -3.45091100 -3.45095714 -3.2954571 -3.2955302
#> 7 -2.51535952 -2.51547963 -2.51559843 -2.51571594 -3.2019839 -3.2020963
#> 8 -12.43485506 -12.43551636 -12.43617043 -12.43681736 -11.9909653 -11.9913780
#> 9 -20.53549115 -20.53660133 -20.53769937 -20.53878540 -26.1880245 -26.1891393
#> 10 -26.18234517 -26.18384108 -26.18532063 -26.18678401 -35.6364296 -35.6380097
#> 11 -0.72907385 -0.72905702 -0.72904038 -0.72902391 -2.0583227 -2.0583305
#> 12 0.22719797 0.22718873 0.22717959 0.22717056 0.6703464 0.6703537
#> 13 -11.45053334 -11.45111151 -11.45168335 -11.45224894 -13.3514763 -13.3519989
#> 14 -1.20660431 -1.20668226 -1.20675935 -1.20683559 -4.7805854 -4.7809404
#> 15 -2.22531105 -2.22542633 -2.22554034 -2.22565311 -6.5696161 -6.5700182
#> 16 -4.15838798 -4.15863425 -4.15887783 -4.15911875 -3.0400861 -3.0401413
#> 17 -20.21506617 -20.21609468 -20.21711194 -20.21811807 -27.8455946 -27.8468005
#> 18 0.93099518 0.93102829 0.93106104 0.93109341 0.7350312 0.7350642
#> 19 -12.05341656 -12.05404204 -12.05466068 -12.05527256 -15.5360096 -15.5366025
#> 20 -2.63360906 -2.63370031 -2.63379055 -2.63387981 -3.3194926 -3.3195882
#> 21 1.60128067 1.60133148 1.60138174 1.60143144 0.8550202 0.8550258
#> 22 -15.95413620 -15.95500121 -15.95585676 -15.95670295 -23.2892078 -23.2902318
#> 23 -7.62888928 -7.62929513 -7.62969653 -7.63009355 -5.8802179 -5.8803469
#> 24 -25.12960882 -25.13086455 -25.13210654 -25.13333494 -31.4938895 -31.4951549
#> 25 -3.13000567 -3.13010298 -3.13019922 -3.13029441 -1.6873559 -1.6873293
#> 26 -21.64541928 -21.64649680 -21.64756253 -21.64861661 -30.3824635 -30.3838097
#> 27 -1.51427733 -1.51428559 -1.51429377 -1.51430184 -1.6332801 -1.6333203
#> 28 -7.76227701 -7.76266152 -7.76304182 -7.76341795 -11.1808382 -11.1813791
#> 29 -4.07112174 -4.07131052 -4.07149724 -4.07168193 -4.1603721 -4.1605126
#> 30 -5.52967419 -5.52995012 -5.53022304 -5.53049296 -8.2140712 -8.2144336
#> 31 -24.37497072 -24.37625426 -24.37752376 -24.37877938 -31.4643910 -31.4656970
#> 32 -35.87480986 -35.87669157 -35.87855271 -35.88039348 -47.7609914 -47.7630212
#> 33 -3.05872076 -3.05881822 -3.05891462 -3.05900996 -7.0104873 -7.0108364
#> 34 -1.23414856 -1.23417839 -1.23420789 -1.23423706 -0.8830590 -0.8830896
#> 35 -6.74169535 -6.74202008 -6.74234125 -6.74265892 -13.7480289 -13.7486923
#> 36 -15.46485749 -15.46567222 -15.46647805 -15.46727507 -17.5853883 -17.5860204
#> 37 -29.18477130 -29.18626795 -29.18774822 -29.18921229 -38.5937245 -38.5953262
#> 38 -2.11285823 -2.11297402 -2.11308854 -2.11320181 -2.1455804 -2.1456344
#> 39 -1.16307295 -1.16310256 -1.16313185 -1.16316082 -1.1606724 -1.1606787
#> 40 -11.00371380 -11.00430071 -11.00488120 -11.00545534 -12.6419853 -12.6424671
#> 41 -12.25965145 -12.26027104 -12.26088385 -12.26148996 -14.4356726 -14.4362352
#> 42 -13.49421823 -13.49488499 -13.49554446 -13.49619671 -16.2073740 -16.2080185
#> 43 -8.07276040 -8.07317952 -8.07359406 -8.07400407 -9.7046820 -9.7050764
#> 44 -35.36939960 -35.37123751 -35.37305533 -35.37485326 -47.3100358 -47.3120421
#> 45 -34.88156908 -34.88337915 -34.88516942 -34.88694010 -49.0704514 -49.0726282
#> 46 -2.82116455 -2.82136088 -2.82155508 -2.82174716 -2.2544029 -2.2544841
#> 47 -12.78675255 -12.78739775 -12.78803590 -12.78866707 -15.3439957 -15.3445768
#> 48 -6.40885630 -6.40915596 -6.40945234 -6.40974548 -8.4443417 -8.4446681
#> 49 -10.71694028 -10.71750009 -10.71805378 -10.71860141 -14.3077142 -14.3083018
#> 50 -11.98628795 -11.98690163 -11.98750860 -11.98810894 -13.3313426 -13.3318282
#> 51 -5.44899011 -5.44925195 -5.44951092 -5.44976706 -2.8229329 -2.8229055
#> 52 -1.65052573 -1.65060170 -1.65067684 -1.65075116 -1.1968208 -1.1968486
#> 53 -3.97597954 -3.97620391 -3.97642582 -3.97664531 -6.1400659 -6.1403641
#> 54 -1.30416271 -1.30421985 -1.30427637 -1.30433227 -2.6416542 -2.6418030
#> 55 -13.35901110 -13.35966528 -13.36031229 -13.36095223 -19.5647282 -19.5655839
#> 56 -11.19051514 -11.19098170 -11.19144315 -11.19189954 -18.0639593 -18.0647863
#> 57 0.48456300 0.48456747 0.48457189 0.48457626 1.0015762 1.0015969
#> 58 -11.54745030 -11.54802334 -11.54859011 -11.54915067 -18.1178244 -18.1186728
#> 59 -30.69620300 -30.69786220 -30.69950325 -30.70112635 -37.5408507 -37.5423432
#> 60 -37.62559999 -37.62765119 -37.62967996 -37.63168653 -48.6961320 -48.6982274
#> 61 -10.05814426 -10.05871757 -10.05928460 -10.05984544 -12.9656518 -12.9662101
#> 62 -10.27032682 -10.27089686 -10.27146068 -10.27201833 -13.2513011 -13.2518553
#> 63 -4.29845042 -4.29868892 -4.29892482 -4.29915814 -2.5552285 -2.5552447
#> 64 0.55370661 0.55369003 0.55367363 0.55365741 0.5260660 0.5260562
#> 65 8.50223106 8.50266244 8.50308910 8.50351109 13.4793035 13.4799302
#> 66 0.08979773 0.08978373 0.08976988 0.08975618 0.4960772 0.4960797
#> 67 0.74453851 0.74456702 0.74459520 0.74462308 0.9410767 0.9411122
#> 68 16.15733293 16.15813714 16.15893256 16.15971927 28.3583383 28.3597298
#> 69 3.01740621 3.01758150 3.01775488 3.01792636 4.3754620 4.3756873
#> 70 12.20518954 12.20583895 12.20648125 12.20711654 14.8568716 14.8574750
#> 71 11.52788523 11.52859421 11.52929545 11.52998902 12.2632299 12.2637426
#> 72 3.96596729 3.96622865 3.96648716 3.96674285 2.6830484 2.6830708
#> 73 15.52053865 15.52138760 15.52222727 15.52305776 20.7908326 20.7917489
#> 74 1.83901629 1.83905524 1.83909376 1.83913187 0.5533307 0.5533051
#> 75 5.53199190 5.53229010 5.53258504 5.53287676 8.6503751 8.6508138
#> 76 7.94011006 7.94052774 7.94094084 7.94134943 8.2617629 8.2620622
#> 77 6.30286475 6.30318882 6.30350934 6.30382636 9.4860505 9.4864632
#> 78 1.02841787 1.02844291 1.02846766 1.02849215 0.9550953 0.9551298
#> 79 17.34394015 17.34486889 17.34578747 17.34669601 21.6526649 21.6534742
#> 80 5.90017554 5.90048053 5.90078218 5.90108054 6.1241173 6.1243471
#> 81 3.33812588 3.33825529 3.33838328 3.33850987 5.3768522 5.3770819
#> 82 1.29684205 1.29686593 1.29688956 1.29691292 1.0865697 1.0865596
#> 83 3.07871658 3.07888283 3.07904726 3.07920991 4.4438046 4.4439723
#> 84 12.67961290 12.68020307 12.68078680 12.68136413 17.2915167 17.2922230
#> 85 4.69176566 4.69196678 4.69216570 4.69236245 6.9762944 6.9766278
#> 86 1.44463398 1.44466833 1.44470230 1.44473590 4.4638645 4.4640464
#> 87 10.31541796 10.31599113 10.31655803 10.31711873 11.5515704 11.5519958
#> 88 4.65070156 4.65092922 4.65115438 4.65137708 7.0332935 7.0335762
#> 89 21.54028597 21.54139653 21.54249494 21.54358134 27.8200645 27.8212055
#> 90 38.84300891 38.84506617 38.84710092 38.84911342 48.0310465 48.0329501
#> 91 29.91381202 29.91543743 29.91704506 29.91863511 40.1821934 40.1839406
#> 92 32.44937974 32.45113658 32.45287420 32.45459281 39.5386653 39.5402985
#> 93 19.64194667 19.64295948 19.64396120 19.64495197 18.6122284 18.6128620
#> 94 43.26864217 43.27078897 43.27291227 43.27501233 56.0243529 56.0267804
#> 95 32.95106341 32.95287968 32.95467608 32.95645283 42.3338280 42.3356849
#> 96 34.65570165 34.65757518 34.65942822 34.66126098 43.2548722 43.2566587
#> 97 11.26576269 11.26638883 11.26700812 11.26762063 15.9314438 15.9321727
#> 98 -4.81860470 -4.81878557 -4.81896445 -4.81914139 -3.8238620 -3.8239069
#> 99 14.12401685 14.12476726 14.12550947 14.12624355 20.8523167 20.8532496
#> 100 8.76768035 8.76814321 8.76860100 8.76905378 13.3521028 13.3527169
#> 101 0.29992757 0.29994327 0.29995879 0.29997415 0.5505608 0.5505884
#> 102 4.62306277 4.62330955 4.62355362 4.62379502 4.2174213 4.2175350
#> 103 8.33736147 8.33781224 8.33825808 8.33869903 11.0760037 11.0764878
#> 104 0.70529504 0.70532910 0.70536278 0.70539609 0.2828490 0.2828130
#> 105 0.87408174 0.87413687 0.87419139 0.87424532 2.1313870 2.1314805
#> 106 6.07975963 6.08006030 6.08035767 6.08065178 7.1693539 7.1696123
#> 107 13.62680202 13.62754139 13.62827266 13.62899593 14.6322586 14.6327467
#> 108 0.53096780 0.53102627 0.53108409 0.53114128 0.6737237 0.6737582
#> 109 25.36198359 25.36337072 25.36474267 25.36609962 35.7149313 35.7165032
#> 110 12.16107434 12.16177993 12.16247779 12.16316803 18.8317969 18.8326867
#> 111 -0.91383541 -0.91388463 -0.91393330 -0.91398145 -0.7156869 -0.7156864
#> 112 5.86041052 5.86073624 5.86105841 5.86137705 6.9161268 6.9164301
#> 113 31.97992577 31.98154258 31.98314170 31.98472332 42.7715815 42.7733331
#> 114 14.04952131 14.05022202 14.05091506 14.05160051 17.2356235 17.2362871
#> 115 29.99313666 29.99469914 29.99624451 29.99777299 42.5220822 42.5239163
#> 116 26.63838260 26.63974146 26.64108544 26.64241472 36.8436349 36.8452464
#> 117 23.21330140 23.21452103 23.21572733 23.21692042 29.1374844 29.1386968
#> 118 1.76555851 1.76563579 1.76571223 1.76578783 2.0468339 2.0468839
#> 119 2.02119679 2.02131292 2.02142779 2.02154140 4.0521316 4.0523129
#> 120 7.58948483 7.58990228 7.59031515 7.59072351 7.0076696 7.0078607
#> 121 42.79327034 42.79552495 42.79775489 42.79996042 52.5215752 52.5237469
#> 122 43.72432500 43.72657447 43.72879932 43.73099984 55.8344544 55.8367408
#> 123 36.64563361 36.64754242 36.64943035 36.65129762 45.5169855 45.5188145
#> 124 23.36115247 23.36231294 23.36346071 23.36459592 29.1880425 29.1891856
#> 125 16.58838977 16.58922018 16.59004150 16.59085383 19.6466739 19.6473941
#> 126 6.23657941 6.23689824 6.23721359 6.23752548 7.9865352 7.9868355
#> 127 10.10678184 10.10730765 10.10782772 10.10834209 13.6327030 13.6332711
#> 128 1.82350367 1.82361983 1.82373471 1.82384834 0.9789878 0.9789875
#> 129 10.54394487 10.54449207 10.54503328 10.54556856 13.3966664 13.3972139
#> 130 28.40023298 28.40174989 28.40325020 28.40473410 39.7296345 39.7313937
#> 131 28.69737193 28.69890616 28.70042361 28.70192445 40.2376295 40.2394084
#> 132 23.26955716 23.27079057 23.27201049 23.27321706 33.0835159 33.0850084
#> 133 25.95327668 25.95464417 25.95599669 25.95733441 36.4383760 36.4399895
#> 134 23.79993501 23.80117585 23.80240312 23.80361697 34.3082637 34.3097779
#> 135 18.96446005 18.96545607 18.96644118 18.96741552 26.6891478 26.6903263
#> 136 28.53278972 28.53422301 28.53564062 28.53704272 40.4883344 40.4900719
#> 137 17.37600590 17.37688566 17.37775579 17.37861640 25.2057641 25.2068757
#> 138 16.34256953 16.34344778 16.34431642 16.34517555 24.1322719 24.1333352
#> 139 9.42869532 9.42919334 9.42968591 9.43017309 11.6568506 11.6573517
#> 0.0117 0.0109
#> 1 0.1942316 -1.012063
#> 2 -27.2583045 -171.571702
#> 3 -7.3068758 -65.616336
#> 4 -1.1025535 -4.860046
#> 5 -23.1385057 -169.657378
#> 6 -3.3199641 -72.688667
#> 7 -3.1649575 -3.017890
#> 8 -12.0050447 -61.032166
#> 9 -26.2325389 -244.155000
#> 10 -35.6517027 -221.361405
#> 11 -2.0526976 -3.066345
#> 12 0.6702673 -1.814843
#> 13 -13.3710610 -52.961874
#> 14 -4.8301600 -2.298903
#> 15 -6.6191853 -41.351364
#> 16 -3.0625007 -17.628601
#> 17 -27.9025695 -208.987302
#> 18 0.7317969 -1.524413
#> 19 -15.5431219 -106.251079
#> 20 -3.3229130 -31.594625
#> 21 0.8238194 -23.719088
#> 22 -23.3051651 -144.113349
#> 23 -5.8526338 -30.080621
#> 24 -31.5317827 -225.219190
#> 25 -1.6913120 -2.546642
#> 26 -30.4130612 -242.706633
#> 27 -1.6311858 -19.640264
#> 28 -11.1790557 -81.609863
#> 29 -4.1567831 -40.736618
#> 30 -8.2170803 -56.071845
#> 31 -31.5209767 -225.680655
#> 32 -47.8311897 -321.116540
#> 33 -7.0150811 -113.225871
#> 34 -0.8921128 -35.132735
#> 35 -13.7704743 -157.274132
#> 36 -17.6438476 -137.165940
#> 37 -38.6426255 -304.395381
#> 38 -2.1423541 -18.682696
#> 39 -1.1581535 -14.183774
#> 40 -12.6566006 -94.146907
#> 41 -14.4436246 -97.640210
#> 42 -16.2256482 -102.942398
#> 43 -9.7341850 -62.615058
#> 44 -47.4086792 -370.427556
#> 45 -49.1580573 -377.917697
#> 46 -2.2549013 -3.364268
#> 47 -15.3452299 -124.950430
#> 48 -8.4385708 -78.608432
#> 49 -14.3115775 -114.508996
#> 50 -13.3270734 -91.869323
#> 51 -2.7966040 -3.970626
#> 52 -1.1998203 -2.315459
#> 53 -6.1521737 -33.618212
#> 54 -2.6703557 -29.225133
#> 55 -19.5598459 -165.150477
#> 56 -18.0580815 -165.984045
#> 57 1.0135691 -1.901153
#> 58 -18.1137469 -171.131587
#> 59 -37.5592028 -232.535110
#> 60 -48.7604212 -320.200832
#> 61 -12.9767885 -43.706861
#> 62 -13.2461044 -34.694551
#> 63 -2.5864922 -2.829699
#> 64 0.5110288 1.580956
#> 65 13.5134365 116.111043
#> 66 0.5069224 2.048976
#> 67 0.9331891 2.396548
#> 68 28.3809434 247.575334
#> 69 4.3825841 29.884286
#> 70 14.8773513 97.338669
#> 71 12.2801128 83.939272
#> 72 2.6736405 27.923810
#> 73 20.8085454 152.207350
#> 74 0.5579787 27.313651
#> 75 8.6697776 79.898808
#> 76 8.2811981 77.371483
#> 77 9.5102939 75.099356
#> 78 0.9764932 13.081536
#> 79 21.6928991 158.895345
#> 80 6.1440952 69.420437
#> 81 5.3996141 43.467475
#> 82 1.0951176 4.704914
#> 83 4.4614686 66.402979
#> 84 17.3142287 165.103895
#> 85 6.9580667 76.110101
#> 86 4.4413632 38.353581
#> 87 11.5317604 89.326651
#> 88 7.0130703 71.743122
#> 89 27.8067120 236.911429
#> 90 48.1145747 371.740246
#> 91 40.2463541 337.101960
#> 92 39.5761056 300.210288
#> 93 18.6023523 158.407001
#> 94 56.0684460 417.358574
#> 95 42.3702289 309.993132
#> 96 43.2943104 290.326021
#> 97 15.9465924 89.378764
#> 98 -3.8237523 1.749078
#> 99 20.8650294 168.106327
#> 100 13.3603698 111.498484
#> 101 0.5403812 1.883938
#> 102 4.2359462 27.843721
#> 103 11.1003206 61.776395
#> 104 0.2832713 1.471443
#> 105 2.1306545 26.483324
#> 106 7.1847240 34.570730
#> 107 14.6370391 107.920843
#> 108 0.6803991 1.910930
#> 109 35.7436957 269.748346
#> 110 18.8483593 114.680483
#> 111 -0.7085048 1.328238
#> 112 6.9320731 43.003623
#> 113 42.8350628 315.993263
#> 114 17.2265795 125.850383
#> 115 42.6072073 301.678347
#> 116 36.9118721 261.786969
#> 117 29.2006056 191.085633
#> 118 2.0571824 22.290084
#> 119 4.0632560 39.935660
#> 120 7.0127947 66.435758
#> 121 52.5920016 385.503528
#> 122 55.9166373 429.776090
#> 123 45.5713859 337.449689
#> 124 29.2131382 213.145847
#> 125 19.6679118 148.988154
#> 126 8.0024820 63.851660
#> 127 13.6573369 108.397771
#> 128 0.9915334 11.458333
#> 129 13.4256145 112.556538
#> 130 39.8051866 289.095193
#> 131 40.3144689 302.253740
#> 132 33.1499808 242.101739
#> 133 36.5060692 267.011396
#> 134 34.3751311 264.199132
#> 135 26.7556721 201.311962
#> 136 40.5491142 325.819850
#> 137 25.2631981 216.872272
#> 138 24.1824897 209.196813
#> 139 11.6790263 91.415173
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $X
#> V1 V10 V11 V12 V13
#> [1,] -0.4229129307 -0.060383724 -0.5934278882 -0.664557759 -0.35326088
#> [2,] 0.6570013181 0.493591123 1.7970970822 2.831881317 3.02394114
#> [3,] -0.1582699132 2.911862403 2.8193372856 3.189263823 2.03191962
#> [4,] -0.8497565073 -0.676962826 -1.1193578303 -0.376119123 -1.83516068
#> [5,] 1.9759479697 1.648857987 1.2437147530 1.002758260 1.10266599
#> [6,] 0.0764940539 0.960211198 -0.4655575588 -1.314599953 -1.59779698
#> [7,] 0.9387180786 0.468840604 0.2684325801 0.393519579 -0.05096486
#> [8,] -1.1101310890 -1.268063451 -1.4003835823 -1.076813956 -0.94053762
#> [9,] -0.8924408650 -0.217622315 -0.3860901225 0.014328299 0.97063695
#> [10,] -0.0046062256 -0.976880877 0.0329199962 0.786781037 0.03561156
#> [11,] -0.4570604168 -0.733743428 -0.8621723091 -0.651191090 0.57166392
#> [12,] -0.7387771774 2.712402339 2.4573992348 2.034805770 1.97997376
#> [13,] 0.7423700334 1.139288482 0.4266450215 0.268998510 -0.30780826
#> [14,] 1.5576412647 -0.259115831 0.3168354732 1.127279329 0.66329064
#> [15,] -0.8540249431 -0.227085748 -0.7039598678 -0.446470010 0.32347817
#> [16,] -0.7857299708 -1.062779737 -1.2212206350 -1.339926272 -1.20676013
#> [17,] -0.0259484045 -0.971057226 -1.4567332190 -1.445452603 -1.36548357
#> [18,] -0.4186444949 -0.798531550 -1.1482550798 -1.114803435 -1.09926107
#> [19,] -0.6320662832 -0.719912255 -1.1439204924 -0.709582326 -0.30492237
#> [20,] -0.8497565073 0.345088010 0.6831081114 0.531407318 -0.21329566
#> [21,] -0.4698657241 0.238806371 0.1275584885 0.832509113 0.85015142
#> [22,] -0.2521755001 -1.313924707 -0.3586377354 -0.065168203 0.12868122
#> [23,] -0.9180514795 -0.320992128 -0.3326302108 -0.956513939 -0.75367684
#> [24,] -0.4442551095 -1.420934303 -1.2298898099 -1.327966622 0.19794236
#> [25,] 0.6100485246 -0.674051000 -0.9546435077 -0.106675226 -0.51992050
#> [26,] 0.0508834393 -1.038757174 -0.4792837524 0.019956370 0.06086302
#> [27,] -0.8753671219 -0.630373614 -0.8144918474 -1.585450868 -1.50328438
#> [28,] 0.1447890262 -0.927379839 -0.6902336742 -1.410277159 -1.16058604
#> [29,] -0.7515824847 -1.251320453 -0.9235789645 -1.411684177 -1.10791871
#> [30,] -0.8881724292 -0.987800224 -0.6151008253 -1.145757825 -1.74497690
#> [31,] -0.8796355577 -1.131207641 -1.1143008116 -0.652598108 -0.85612561
#> [32,] -0.3759601373 -1.183620505 -1.1280270051 -0.416219128 -0.90157823
#> [33,] 0.4649217086 -0.013066556 0.0206386651 0.566582761 0.25926732
#> [34,] 0.0380781320 0.437538478 0.6542108619 0.290807285 -0.80778711
#> [35,] -0.7686562277 -0.968145400 -0.2076496065 0.839544202 -0.04519310
#> [36,] 0.2301577415 -0.956498097 -0.9770388762 -1.088773606 -0.34460324
#> [37,] -0.7174349986 -0.941211012 -1.2139963226 -1.183747304 -1.08338872
#> [38,] -0.9052461723 -1.001631396 -0.8058226725 -0.467575276 0.04426920
#> [39,] -0.0259484045 -1.050404477 -1.3743760577 -0.926966567 -0.69595922
#> [40,] -0.7430456131 -0.649300481 -1.1143008116 -1.425754354 -1.51482791
#> [41,] -0.7217034343 -0.517540366 -0.6490550936 -1.003649033 -1.32580271
#> [42,] -0.9095146080 -0.734471384 -1.1959355416 -1.002945524 -1.21613924
#> [43,] -0.9906148876 -0.738111166 -1.0492820001 -1.138019227 -1.49462674
#> [44,] -0.9735411445 -0.943394881 -1.5470371239 -0.684256007 -0.93115851
#> [45,] 0.2941842780 -1.228753804 -1.1012970493 0.012921282 -0.91167882
#> [46,] -0.4442551095 -0.730103645 -0.6562794060 -0.847470065 -0.93332292
#> [47,] -0.3546179584 -0.888798148 -0.8867349713 -1.002242016 -1.10791871
#> [48,] -0.9991517591 -0.789796073 -1.0789016809 -1.195706954 -1.30415861
#> [49,] -0.3887654446 -0.801443376 -0.9878753447 -0.948071833 -1.03649316
#> [50,] -0.8113405854 -0.842936893 -1.0536165875 -1.425050846 -0.85251826
#> [51,] -0.4143760592 -0.599799443 -1.1468102174 -1.588264903 -1.06318756
#> [52,] -0.8497565073 0.579489983 0.5863023254 0.730500327 0.88261758
#> [53,] 0.4691901444 0.047353828 -0.0414904215 0.560251181 0.79315528
#> [54,] 0.3368686356 -0.102605198 0.5090021828 0.416031863 0.69142798
#> [55,] -0.4741341599 -0.282410437 -0.2105393314 -0.706064782 -0.54300754
#> [56,] 2.3771809317 0.405508394 0.1998016124 -1.111989399 -1.23201159
#> [57,] -0.1070486840 -0.280954525 -0.0465474401 -1.140129754 -0.70605981
#> [58,] -0.2735176789 1.077412185 0.3926907533 -1.188671866 -0.58846016
#> [59,] -0.7387771774 1.521465610 0.4223104341 -0.928373584 0.41221901
#> [60,] -0.1966858351 0.002220529 0.1607903255 0.489900294 2.05933548
#> [61,] -0.1668067848 -0.410530770 -1.0117155756 -0.238934893 -0.85540414
#> [62,] -1.1698891897 -0.556122057 -1.0377231002 -0.194613835 -0.20463802
#> [63,] -0.5040132103 -0.836385285 -1.1027419118 -1.305454338 -1.24860540
#> [64,] 0.8192018772 -0.120804109 -1.0716773685 -0.020847144 -0.37418351
#> [65,] 4.3278560767 0.026971048 0.3442878603 -0.188282255 0.29461936
#> [66,] -0.4186444949 -1.393999915 -0.1296270326 0.062166902 -0.69090893
#> [67,] 1.4082460129 1.021359539 2.1929894013 1.884254872 1.73106654
#> [68,] 1.2289717107 0.115053777 0.5617396632 1.217328464 1.78445534
#> [69,] 0.1362521546 -1.456604168 -1.1077989304 -0.557624411 -0.57114488
#> [70,] -0.3802285730 -1.097721645 -0.9430846079 -0.552699849 -0.01272694
#> [71,] 0.9856708720 -1.058411998 -0.5927054569 -0.211498047 -0.01777723
#> [72,] 0.6612697538 -0.377772730 0.2662652864 0.560251181 0.92662726
#> [73,] -0.7899984066 -0.287506132 0.0401443086 0.314023077 0.68132739
#> [74,] 0.4905323232 -0.159385800 -0.0877260208 0.350605538 0.87323847
#> [75,] -0.8753671219 -0.341374909 -0.1462429511 0.407589757 1.02186133
#> [76,] -0.3033967293 0.024059222 0.1376725259 0.409700283 0.09477212
#> [77,] 0.2728420991 -0.545930667 -0.3189040173 -0.262150686 0.09765800
#> [78,] 0.2002786911 -0.499341455 -0.4489416403 -0.096122593 0.15826150
#> [79,] -0.2137595782 0.245357979 0.3067214358 0.305580971 0.44252076
#> [80,] 0.3795529933 0.381485832 0.8774421148 0.990095100 0.80469880
#> [81,] 1.7753314887 1.450125880 1.7602530890 1.915209262 2.33132975
#> [82,] -0.3844970088 1.405720537 1.0927266240 -0.839027958 1.36672409
#> [83,] 0.3197948926 0.293403103 0.7604082540 1.035823176 1.33209352
#> [84,] 4.5754253512 -0.092413808 1.3195700331 2.080533846 3.17689283
#> [85,] 0.6143169604 0.647189931 0.9850843694 1.996112782 2.48572437
#> [86,] 2.8552457375 2.060881329 0.7640204102 -0.581543712 -0.47013905
#> [87,] 2.0954641712 3.213964324 1.8577813063 0.039654619 -0.77748536
#> [88,] -0.8753671219 2.100190977 0.6643248992 -1.190782392 0.19938530
#> [89,] 3.3674580294 2.596657266 1.6634473030 -0.115820841 -1.22984718
#> [90,] 0.5588272955 3.575758672 3.5482704059 1.763251346 0.19649942
#> [91,] 1.8436264610 -0.786156291 -0.4995118271 0.445579236 0.37614550
#> [92,] 0.4819954517 -0.098965416 -0.6389410562 0.101563399 0.29822672
#> [93,] 1.7411840026 -0.689338085 -0.0653306523 -0.536519145 -0.32007325
#> [94,] 0.9685971290 -0.409074857 0.0820453204 0.197240605 0.20443559
#> [95,] -0.0003377899 -0.870599237 -1.3779882139 -1.141536772 -0.05240780
#> [96,] 1.5149569070 0.893967163 -0.2184860750 -0.808777077 0.94105667
#> [97,] -0.3930338803 -0.698801519 -0.4583332464 -0.520338441 -1.06823785
#> [98,] -0.3844970088 -0.248196485 -0.4930099459 -0.682848989 -0.90302117
#> [99,] -0.7174349986 -0.083678330 -0.0978400581 -0.377526140 -1.11369047
#> [100,] -0.2820545504 -0.084406287 -0.8607274467 -1.611480696 -0.69018746
#> [101,] -0.7771930993 -0.018162251 -0.9033508898 -1.247063102 0.03921891
#> [102,] -1.0759836029 0.928181115 0.6029182439 0.518040649 -0.30780826
#> [103,] -0.4186444949 0.382941745 -0.1751402007 0.359047645 0.16691914
#> [104,] -0.8198774569 0.540180335 0.4866068144 0.636230139 -0.19598037
#> [105,] -0.2735176789 0.731632878 0.3724626786 -0.029992759 -0.15702098
#> [106,] -0.1753436563 0.553283551 0.0545929334 0.052317778 -0.34532471
#> [107,] -0.5808450540 0.457193301 0.9106739518 0.860649468 0.86530230
#> [108,] -0.3332757796 -0.279498612 0.0856574766 0.321761675 -0.07477338
#> [109,] 0.4777270159 0.077200042 -0.7660889543 -0.838324449 -0.42612937
#> [110,] -0.6918243840 -0.960865836 -0.9611453889 -1.014905175 -1.17862279
#> [111,] -1.2125735474 -0.522636061 -0.2257103874 0.034026548 -0.26957033
#> [112,] -0.7046296913 -0.687154216 -0.0183726218 -0.141850669 -0.14764187
#> [113,] -0.5125500818 2.745160379 2.7622652177 1.393205681 0.69647827
#> [114,] -0.5082816460 0.527077119 0.6086976938 0.357640627 0.22030793
#> [115,] -0.4613288526 0.684315709 1.7017361586 1.908174173 1.20150741
#> [116,] -0.0216799687 0.931092941 1.3007868209 1.770989944 1.81042826
#> [117,] 1.4338566275 1.241930339 1.6208238598 2.184653159 2.00450375
#> [118,] -0.4186444949 0.274476236 0.3616262100 0.408996775 0.63154595
#> [119,] -0.4357182380 -0.363213602 -0.5031239833 -0.039841884 0.29822672
#> [120,] 0.4051636079 0.265012802 0.4678236021 0.617235400 0.48508750
#> [121,] 0.5289482451 0.365470790 0.7091156360 1.241951275 0.68854210
#> [122,] -0.1283908629 2.708762557 3.0664087694 2.217718075 1.76569711
#> [123,] 0.1746680765 1.399896886 2.0333320974 1.979932078 2.03913432
#> [124,] 0.2941842780 0.254821412 0.3652383662 0.287289740 -0.05096486
#> [125,] -0.8967093007 -0.054560073 0.4136412592 0.399147650 0.01108157
#> [126,] -0.6021872329 -0.197239534 -0.0501595963 0.135331825 0.23185146
#> [127,] -0.6107241044 -0.456392026 0.0329199962 0.180356392 0.12146652
#> [128,] 0.0679571824 -0.481142544 -0.2184860750 0.006589702 -0.03004223
#> [129,] 0.3966267363 0.201680592 0.1802959690 0.367489751 0.09765800
#> [130,] -0.7259718701 0.037162438 0.0004105904 0.427288005 0.34512228
#> [131,] -1.0631782956 0.064096826 0.0654294019 0.673516109 0.41943371
#> [132,] 0.2856474064 -0.252564224 -0.1505775386 0.085382695 -0.15846392
#> [133,] -0.2607123716 -0.106244980 0.1600678943 0.403368704 -0.25009064
#> [134,] -0.7814615350 0.056089305 0.5350097074 0.250003770 -0.05096486
#> [135,] 0.1533258977 0.339264359 0.5472910385 0.722058221 0.28018996
#> [136,] -0.4784025957 0.356735313 0.4894965393 0.285882723 -0.32656648
#> [137,] 0.1021046685 -0.029081598 0.4728806208 0.632009086 0.18928472
#> [138,] 0.9515233859 0.243902066 0.2063034936 -0.107378735 -0.61299015
#> [139,] -0.1668067848 0.116509689 0.2091932185 -0.059540132 -0.76666330
#> V14 V15 V16 V17 V18
#> [1,] -1.4167099286 -1.241750587 -0.65155266 -0.39404020 -0.57642105
#> [2,] 2.9049528602 2.074095399 2.40534694 2.21833138 1.71732291
#> [3,] 1.4082024788 1.594067725 1.33408928 0.99127394 1.20079129
#> [4,] -0.4402268376 -0.720786542 -0.71208532 -1.30534142 -0.85674585
#> [5,] 0.6921551627 0.643271793 0.64989965 1.19837065 0.67059481
#> [6,] 0.4607238360 1.077489720 0.69849629 0.38209918 -0.08331490
#> [7,] 0.4903325436 1.178368632 0.24492759 -0.57690621 -1.27918516
#> [8,] -1.0849715518 -1.257345395 -1.23385985 -1.12209680 -1.18938752
#> [9,] -0.0009302985 -0.149626710 0.64989965 -0.04496678 -1.13394725
#> [10,] -0.0988203114 0.014118770 0.22744985 0.56685821 0.03107948
#> [11,] 0.9000203751 0.273382448 0.83533422 0.86519862 0.90367824
#> [12,] 1.4045769227 0.864035790 1.35710875 1.57167476 1.31323355
#> [13,] -0.9538472753 -0.792425190 -0.58462570 0.12616248 0.58118760
#> [14,] -0.6076066744 -0.179354313 0.10126908 0.64220052 0.90445909
#> [15,] -0.9967496884 -0.506357936 -0.57268968 -0.58750714 -0.65958147
#> [16,] -1.0916184045 -0.724685244 -0.51897759 -0.34406440 -0.25705381
#> [17,] -1.2396619424 -0.848956368 -1.27563591 -1.12133960 -0.89656915
#> [18,] -1.5526682798 -1.548286026 -1.55144320 -1.33146514 -0.91687122
#> [19,] -0.1187608696 0.095504173 0.30929683 1.06358742 1.69116447
#> [20,] -1.0402563607 -0.940575863 0.27263621 1.00490371 1.00557904
#> [21,] -0.1918762495 -0.239784192 0.16265432 1.07797439 0.49099954
#> [22,] -0.2317573658 0.293850633 0.50965143 -0.42622159 -0.32030258
#> [23,] -1.3145901004 -0.501484559 0.56251094 1.16997530 1.28863680
#> [24,] 0.5223582886 0.759745513 0.34126831 -0.36564486 -0.12313820
#> [25,] -0.5133422176 -1.022935941 -0.75258253 -0.63331830 0.86151240
#> [26,] -0.1616632826 0.009245393 -0.14427187 0.47485730 1.34134411
#> [27,] -1.3762245529 -0.976638856 -1.31485426 -1.10430239 -0.83019698
#> [28,] -1.2203256436 -0.991258988 -0.90519305 -0.94604568 -1.27684261
#> [29,] -0.6323813073 -0.666692053 -0.73510479 -0.82716384 -1.11091220
#> [30,] -0.6849518697 -0.116487744 -0.75428767 -1.08915821 -1.10115159
#> [31,] -0.1338673530 -0.502946572 -0.42732602 -0.24600581 -0.64474534
#> [32,] -0.6758879796 -0.591642041 -0.22100342 1.02989161 0.52262393
#> [33,] -0.2275275505 0.011682082 -0.03002712 0.02356064 0.34693290
#> [34,] 0.2087476919 0.865985141 1.48925752 1.21502925 1.47486929
#> [35,] -0.5296572197 -1.025859968 -1.13624027 -0.83549314 -0.13016584
#> [36,] -0.1030501268 -0.540471578 -1.09190648 -0.92446522 -1.38069553
#> [37,] -0.8281613329 -0.434231951 -0.36977736 -0.23275465 -0.31952173
#> [38,] -0.2480723680 -0.471756957 -0.52579818 -0.45726717 -0.57954445
#> [39,] -0.5743724108 -0.234423477 -0.63109091 -0.55456854 -0.60179865
#> [40,] -1.0366308047 -1.173035965 -1.30419710 -0.79233222 -0.59555185
#> [41,] -1.0595926596 -0.980050220 -1.13240369 -0.75863641 -0.63927940
#> [42,] -1.2910239862 -1.341167486 -1.06462416 -0.54926808 -0.59672313
#> [43,] -1.4481314142 -1.157928495 -1.06760816 -0.79611826 -0.25939636
#> [44,] -1.1810487866 -0.869424553 -1.09744821 -1.22999911 -0.94810518
#> [45,] -1.0378393234 -0.967379439 -0.90902963 -1.02858147 -1.24560865
#> [46,] -1.0547585849 -1.245161951 -1.24110672 -1.10354518 -1.02658051
#> [47,] -0.7417522475 -0.398656296 -0.70910132 -0.83738616 -1.05820489
#> [48,] -1.2559769446 -0.838722275 -0.91030849 -1.08764379 -1.21086087
#> [49,] -0.8450805944 -0.744666092 -0.80288432 -0.95626800 -1.10427498
#> [50,] 0.2504415863 0.777777010 1.18019990 1.36192782 1.30854845
#> [51,] 0.0341167431 1.157900447 1.77827969 1.59022638 1.39834609
#> [52,] 1.3362956175 1.825065814 1.98929144 2.21833138 1.87505441
#> [53,] 1.1181579963 1.756351193 1.60009198 2.03735839 2.08900704
#> [54,] 0.5410903281 1.287532286 1.73351962 2.11951558 2.15694090
#> [55,] 1.1205750337 1.993197334 1.70751615 1.42553339 0.64287467
#> [56,] 0.9241907487 1.719800862 1.23519084 1.10750555 0.45156667
#> [57,] 0.6178312641 0.964427364 1.49650439 1.86320028 1.86802677
#> [58,] 1.2390098640 1.532175832 1.27995091 1.27371296 0.82754546
#> [59,] 1.6420508428 1.829451854 2.53621686 2.21833138 1.88091078
#> [60,] 2.3726003830 2.307530177 1.42829857 -0.23805512 -0.96333174
#> [61,] -0.2172551417 -0.130620539 -0.35102076 -1.30306979 -1.20031941
#> [62,] 0.1507387954 -0.082374102 -0.59315142 -1.42876651 -1.09451437
#> [63,] -1.1683593405 -1.394774637 -1.09574306 -0.95210335 -0.32147385
#> [64,] 0.1241513845 0.064314558 -0.20395196 -0.51519367 -0.58579124
#> [65,] 0.1888071337 0.220262635 0.06588731 0.09284528 0.07597829
#> [66,] 0.4347406845 0.645708482 0.74666666 0.17992433 -0.26486230
#> [67,] 1.4535219292 1.632567406 2.09032131 2.13731000 1.89730861
#> [68,] 1.1628731874 1.336266060 1.45771233 1.85449238 1.80985352
#> [69,] -0.1127182762 0.051156439 0.51945602 0.84021072 1.02314814
#> [70,] 0.0588913760 0.178838927 0.51007772 0.70807772 0.77874240
#> [71,] 0.2268754721 0.515589305 0.14602915 0.57329449 0.95482385
#> [72,] 0.7894409162 1.043863416 0.68613399 1.03329905 1.39366100
#> [73,] 0.8486583313 0.999028344 1.25906288 1.23471669 1.48697245
#> [74,] 1.2450524574 1.298253716 1.19725135 1.24039575 1.37843444
#> [75,] 1.3097082066 1.053122833 0.55654293 0.87087769 1.11294578
#> [76,] 0.1972667645 0.266559720 0.29736082 0.23633642 0.69441071
#> [77,] 0.3507486364 0.376210712 0.23768072 0.45176242 0.71393193
#> [78,] -0.0746499378 0.390830844 0.64947336 0.50931032 0.52613775
#> [79,] 0.7840025821 0.973199444 0.97430358 1.17186833 1.21094233
#> [80,] 1.0196637241 1.050686144 0.43547760 0.26283874 0.54136430
#> [81,] 2.3357405633 2.614552953 2.52214941 1.72349519 1.65368372
#> [82,] 4.2180084027 2.889411439 1.91426504 1.08024602 1.30776761
#> [83,] 1.7888858620 2.298270760 1.90573931 1.49406082 1.75753663
#> [84,] 2.4251709454 1.739294372 1.76378595 1.98435375 1.73723456
#> [85,] 2.9321445304 2.526344822 2.22289638 2.21833138 1.73176862
#> [86,] 0.0588913760 0.495121120 0.64393164 -0.64543364 -1.01174438
#> [87,] 0.8202581424 0.636936403 0.33146373 -0.29333139 -0.18560612
#> [88,] 0.5845970004 0.273382448 0.01132266 -1.09559448 -1.21515554
#> [89,] -0.0516880830 0.733429275 0.36556664 -1.03198892 -1.41583374
#> [90,] -0.6275472326 -0.214929968 -0.02746940 -0.61855272 -0.76850991
#> [91,] -0.4988399935 -0.573610545 -0.52068274 -0.88774057 -0.80169599
#> [92,] -0.0516880830 0.157396066 0.54460691 0.18863224 -1.02150499
#> [93,] 0.0758106374 0.739277328 0.74240379 0.47144986 -0.28477395
#> [94,] 0.2244584347 -0.089684168 -0.64643722 -0.46597507 -1.23350549
#> [95,] 0.0661424880 0.152035351 0.03860498 -0.06768306 -0.79115453
#> [96,] 1.6281528780 -0.394757594 0.22574470 0.68649726 0.50622610
#> [97,] -0.2492808867 0.078934690 0.08038105 -0.94415265 -0.86260221
#> [98,] -0.9737878335 -0.304112774 0.01089637 0.24352990 0.34537120
#> [99,] -0.6638027929 -0.126234499 0.65714652 1.02572696 1.34602921
#> [100,] 0.0758106374 0.868421829 1.23860113 1.33050364 1.56544778
#> [101,] 0.4643493921 0.918617617 1.18957820 1.10939857 1.19337323
#> [102,] -1.0493202508 -0.539009565 -0.59698800 -0.83776477 -1.09412395
#> [103,] -0.5622872240 -1.121865503 -0.93418053 -0.88622615 -0.89617872
#> [104,] -0.6662198302 -0.986385611 -0.73382593 -0.53185227 -0.46905431
#> [105,] -0.7151648366 -0.874785268 -0.33354302 -0.19148676 -0.22972409
#> [106,] -0.5284487010 -0.944474565 -1.11194194 -0.88849778 -0.89422660
#> [107,] 0.1924326898 -1.034632047 -1.13496141 -0.26304302 0.37699559
#> [108,] -0.6625942742 -1.237851885 -0.48402211 0.05044157 0.70885642
#> [109,] -0.8843574514 -1.185706747 -1.11066308 -1.22583446 -1.47830166
#> [110,] -1.1882998987 -1.270503513 -1.23428613 -1.07060658 -0.67051336
#> [111,] -1.0003752444 -1.518558423 -0.78881687 -0.17255653 0.06660811
#> [112,] -0.9169874557 -1.237364547 -1.15158658 -0.67685782 -0.46593092
#> [113,] -0.0758584565 -0.766596290 -1.44060874 -0.89190522 -0.03177887
#> [114,] -0.2432382933 -0.743691416 -1.06291901 -0.50648576 0.01702419
#> [115,] 0.2721949224 -0.165221518 0.03732613 0.10571784 -0.22777197
#> [116,] 0.8510753687 0.013631433 -0.36039906 -0.32361975 -0.48584257
#> [117,] 0.8178411051 -0.076038712 -0.13190957 -0.06276120 -0.23440919
#> [118,] 0.0075293322 -0.238809517 -0.76494483 -0.88584755 -0.87509580
#> [119,] 0.1857858370 -0.218828670 -0.74405680 -1.12777587 -1.01174438
#> [120,] 0.5809714444 0.070162611 -0.66050467 -0.77794524 -0.86962986
#> [121,] 0.5743245917 -0.118437095 -0.26832121 -0.49815646 -0.55650940
#> [122,] 0.2081434326 -0.587743339 -0.40302770 -0.45575275 -0.41049064
#> [123,] 0.5592181082 -0.125747161 -0.30967098 -0.42394997 -0.68573991
#> [124,] 0.1193173098 -0.201771849 -0.54029191 -0.81807733 -0.99417527
#> [125,] -0.2674086668 -0.652071921 -1.00153377 -1.01608752 -0.79896302
#> [126,] -0.0021388172 -0.478579685 -0.87663186 -0.63672574 -0.53698818
#> [127,] -0.0202665974 -0.009273441 -0.81396777 -0.91272847 -0.87821919
#> [128,] -0.1127182762 -0.644274517 -0.98746632 -0.74992851 -0.80364811
#> [129,] -0.4202862795 -0.995645028 -0.71379047 -0.78703175 -0.87978089
#> [130,] -0.0438327116 -0.467370917 -0.62000747 -0.75636478 -0.59984652
#> [131,] -0.2269232911 -0.694957642 -0.74448309 -0.69768107 -0.36324927
#> [132,] -0.4220990575 -0.805583309 -0.82633007 -0.66398527 -0.44133417
#> [133,] -0.6474877907 -0.866500527 -0.88089473 -0.89341964 -0.63381346
#> [134,] -0.4124309081 -0.642812504 -0.85702269 -0.69768107 -0.29687711
#> [135,] -0.6190876018 -0.695932317 -0.42945746 -0.48111926 -0.19770928
#> [136,] -1.2058234195 -0.685698225 -0.68267156 -0.53336669 -0.62990921
#> [137,] -0.9592856094 -0.961531386 -0.96657829 -0.84798709 -0.79896302
#> [138,] -1.2124702722 -1.230541819 -0.97979317 -0.91537871 -0.83410123
#> [139,] -1.6034260642 -0.928879757 -0.89240446 -0.74349223 -0.50770634
#> V19 V2 V20 V21 V22
#> [1,] 0.03998331 -0.08729643 -0.263792834 -0.068582795 -0.40277894
#> [2,] 1.18103317 0.37658661 0.864928907 -0.285674118 -0.79486176
#> [3,] 1.53155935 0.55664648 1.164202696 0.764424366 0.23825147
#> [4,] -0.35431023 -0.69766885 -0.571660002 -1.225135868 -0.93414928
#> [5,] -1.13979873 0.81300289 -0.323946492 -0.690201557 -0.70251644
#> [6,] -1.14289730 1.69804290 -0.474517449 0.668995431 1.39179838
#> [7,] 0.65892346 0.45288316 1.456751231 0.710436681 -0.29465796
#> [8,] -1.45314202 -1.02726996 -1.643590712 -1.565030163 -0.92452998
#> [9,] -0.75557556 -1.03032182 -0.596319265 -0.920599704 -0.64633971
#> [10,] -0.24276157 0.65735793 0.347458000 -0.772323669 -1.58864671
#> [11,] 0.84522522 0.63294303 -0.013837572 -0.214577660 0.09396191
#> [12,] 1.25501162 -0.76480982 1.442179848 1.534699358 1.19517981
#> [13,] 0.68526133 0.33386054 0.921346313 0.895591628 0.65226631
#> [14,] 0.43040363 0.53528344 -0.241001696 -1.033137412 -1.57941218
#> [15,] -1.03677114 0.25756399 -1.810974803 -1.719389318 -1.90031215
#> [16,] -0.28343035 -0.76175796 -0.480495452 -0.575762873 -0.78601200
#> [17,] -0.63860439 0.74586193 -0.838802023 -1.464658694 -1.46821303
#> [18,] -0.59599900 -1.14018886 -0.631440034 -0.813004529 -0.52090399
#> [19,] 1.61870674 -0.24294140 0.761808351 0.293743004 0.39562328
#> [20,] 1.15856851 -0.38027519 1.456377605 1.480331479 0.79847973
#> [21,] -1.06465831 -0.27956374 -1.073065026 0.573946690 0.44064162
#> [22,] 0.70346546 -0.55423133 0.674006428 -0.346125117 -0.64518539
#> [23,] 0.48307938 -0.75260237 -0.748011098 -0.847982466 -1.34508594
#> [24,] 0.56286766 -0.56949064 1.680179103 1.014212456 -0.34852606
#> [25,] 1.30536345 0.23620095 1.027082246 0.780772749 1.10206495
#> [26,] 1.58384778 0.27892702 1.194839963 0.649605488 -1.21618727
#> [27,] -0.49994321 -0.71292816 -0.592209388 -0.394790072 1.02934302
#> [28,] -1.73549957 -0.54507575 -1.479195622 -0.942270816 0.01085113
#> [29,] -1.45507863 -1.15239631 -1.676096105 -1.752466279 -1.13923284
#> [30,] -1.28349510 -0.56949064 -1.274822636 -1.388999896 -0.63787472
#> [31,] -0.96666591 -0.65494278 -0.933329199 -0.632411923 -0.55168576
#> [32,] -0.95853215 -0.24599326 -1.408206834 -0.988654602 -0.20385173
#> [33,] 0.80842965 0.77332869 1.006159235 1.091772228 0.83926557
#> [34,] 1.47888359 -0.18495602 1.552025658 1.534699358 0.99625261
#> [35,] -0.65680851 0.55664648 0.268623082 0.572045715 0.59955252
#> [36,] -1.50426849 0.95644041 -1.529261400 -1.785163046 -1.14154147
#> [37,] -0.67927317 -1.01201065 -0.900450181 -0.714534034 -0.70520985
#> [38,] -0.40698599 -1.07915162 -0.303397105 -0.113445800 0.13320867
#> [39,] -0.65061136 -0.06593340 -0.221573186 -0.213437075 0.05356084
#> [40,] -0.69011818 -0.75565423 -0.349726631 -0.001668481 0.37830853
#> [41,] -0.51698536 -1.20122610 -0.027288080 0.269790721 0.71613848
#> [42,] -0.50575303 -0.56338692 -0.207375428 0.118473126 0.78655179
#> [43,] -0.20286743 -0.92655851 -0.104254872 -0.019917840 0.17245543
#> [44,] -1.60652143 -0.90519548 -1.486668126 -1.114879329 -1.73524490
#> [45,] -1.20758003 0.01036316 -1.631634706 -1.480626882 -2.26969342
#> [46,] -0.42402814 -0.78617285 -0.689351941 -1.393942431 -1.34970320
#> [47,] -1.63789449 -0.56338692 -1.583437054 -1.504959359 -1.74948147
#> [48,] -1.50271920 -0.84721010 -1.575590925 -1.451351870 -1.24235177
#> [49,] -1.38574804 -0.65189092 -1.523283396 -1.343756696 -1.27044014
#> [50,] 1.23061035 -0.93571410 0.981126346 0.887227339 0.93007180
#> [51,] 1.41032764 -0.90214361 1.220246476 1.311524916 1.26405403
#> [52,] 1.36927154 -0.62747602 0.936664947 0.828297120 1.04165573
#> [53,] 1.50909469 0.06529668 1.033060249 0.607403847 0.80771426
#> [54,] 1.88557142 -0.24904512 1.160840069 0.942735803 1.13246195
#> [55,] -0.30008518 -0.09034829 -1.007306990 -0.310006595 0.55838190
#> [56,] -0.46082371 0.16600813 -1.039438757 -0.253357546 0.60763274
#> [57,] 0.95251334 -0.48098664 -0.388583652 -0.327115369 0.32097748
#> [58,] -0.18040277 -0.33144540 -0.948647833 -0.739246707 0.26018348
#> [59,] 0.47843152 0.36437916 -0.342627752 -0.365895255 -0.41778505
#> [60,] -0.89036352 1.24636731 -0.449858185 -0.259820860 -1.01148848
#> [61,] -0.76874450 -0.63357975 -0.593330264 -0.899308786 -1.42935104
#> [62,] -0.75015305 -0.27651188 -0.535791982 -0.893605861 -1.58672285
#> [63,] -0.66339298 -0.77396540 -0.937065451 -1.465419083 -1.54439791
#> [64,] -0.78501201 -0.36806774 -1.410074960 -1.026293903 -0.87874209
#> [65,] 0.10853926 5.91876820 -0.660582800 -1.414472959 -1.59480307
#> [66,] -0.59057649 0.07140040 -1.060361769 -1.356683324 -1.92032031
#> [67,] 1.13958974 2.03069588 0.702401944 0.359136537 -0.87258573
#> [68,] 1.45177107 2.47321588 0.815610381 0.518058031 -0.34467834
#> [69,] 1.30071559 0.07140040 1.205675094 0.802063667 0.53452603
#> [70,] 1.19768800 -0.85026196 1.309542900 1.118766070 1.23904384
#> [71,] 1.38360244 1.48136070 1.393982196 1.219517735 1.49376301
#> [72,] 1.63419961 0.22094164 1.369696558 1.534699358 1.48298939
#> [73,] 1.57184081 -0.54202388 1.524751018 1.534699358 1.48683711
#> [74,] 1.34835616 0.11107461 0.910137557 1.079986184 0.87197121
#> [75,] 1.23525821 -0.20326719 1.252751869 1.493258107 1.49376301
#> [76,] 0.90216151 -0.89603989 1.195213588 1.287192438 1.34524095
#> [77,] 0.78247909 0.23925282 0.721830454 0.918403325 0.97085765
#> [78,] 0.41297415 0.33386054 0.465523564 0.426050850 0.68189376
#> [79,] 1.06561129 -0.85636568 0.969543965 1.152603422 1.20402957
#> [80,] 1.00867499 -0.23073395 0.558182615 0.362938487 0.96777947
#> [81,] 1.54124239 1.37149366 1.651036337 1.146900497 0.78501270
#> [82,] 1.47733430 -0.42300126 1.120114922 1.124088800 1.29098808
#> [83,] 1.87976160 0.56885392 1.299828645 1.112682951 1.25020223
#> [84,] 1.61560817 2.52204567 0.870159660 0.759101637 0.71767757
#> [85,] 1.46339072 0.14159323 0.890335421 0.453424887 0.56299917
#> [86,] -1.18782662 1.28604152 1.052862385 1.534699358 -0.78562723
#> [87,] 0.13565178 0.93812924 1.310290151 1.511507465 -0.93453405
#> [88,] -0.88958888 0.64515048 1.376795437 1.450676272 -1.10883584
#> [89,] -0.66532959 2.68074250 1.309169275 1.273125225 -0.48550495
#> [90,] -0.65177333 1.53324235 -0.236144569 0.214282257 0.89890526
#> [91,] -0.52899234 2.59223850 -1.379811318 -1.277222577 0.17476407
#> [92,] -0.19395903 2.24432622 -0.532055730 -0.214197465 -0.51243900
#> [93,] -0.15174096 2.60139409 0.171106904 0.570524936 0.58723981
#> [94,] -1.48102919 0.49866110 -0.784252743 -0.152605881 0.10050304
#> [95,] -1.01469380 0.88014386 -0.918384191 -1.084083537 -0.54629895
#> [96,] 1.23990607 0.76112124 1.244905740 -0.271987099 0.09819441
#> [97,] -0.68004782 0.41320896 -0.054936345 0.834760434 1.49376301
#> [98,] 0.47145973 -0.37111961 0.900049677 1.254875866 1.49376301
#> [99,] 1.25694823 -0.60611299 0.667654800 0.527943100 0.69266738
#> [100,] 1.87085320 -0.01710360 1.680179103 1.534699358 1.49068483
#> [101,] 1.31001131 -1.00895879 1.154488441 1.388324298 1.43142992
#> [102,] -1.45120541 -1.03947741 -1.719063003 -1.675286702 -1.08767337
#> [103,] -1.14212266 -0.67630582 -1.493393380 -2.069168682 -1.52939180
#> [104,] -1.01895434 0.16295626 -1.585305180 -2.048257959 -1.87645628
#> [105,] -0.77261771 -0.54812761 -1.226998610 -1.649813640 -1.83720952
#> [106,] -1.28930492 0.10191902 -1.779590286 -2.029628406 -1.43781603
#> [107,] 0.57913518 -0.61526858 0.662424047 0.734008769 0.82579855
#> [108,] 1.08730131 -1.02116624 0.815610381 0.811948736 0.91391137
#> [109,] -1.12469318 -0.37417147 -0.944537955 -1.189017346 -1.06381749
#> [110,] -0.50923893 -0.31313423 -0.087441737 -0.058317531 0.02431815
#> [111,] 0.17167270 -0.65189092 0.282820840 0.553796357 0.82310514
#> [112,] -0.21642369 -0.69461699 -0.125551508 0.207058552 0.64457086
#> [113,] 0.76504961 -0.80448403 0.969170339 0.983416664 1.00010033
#> [114,] 0.64536720 0.13548950 0.814489505 0.378906675 -0.66365446
#> [115,] -0.34346522 -0.69156513 -0.185705166 0.497147308 1.25712813
#> [116,] -0.17304365 -0.84415823 0.312337231 0.410843052 0.84503716
#> [117,] 0.11822230 0.94423296 0.633281281 0.661011336 0.94046065
#> [118,] -0.54487253 -0.71598002 -0.004123317 0.473575220 0.84657624
#> [119,] -0.61381580 -0.01710360 -0.589220386 -0.639255432 -0.26926300
#> [120,] -0.61691437 0.06224481 -0.345616753 0.194131924 0.22709308
#> [121,] -0.99416575 -0.23988954 -0.031024332 0.318835871 0.07780148
#> [122,] 0.37734055 -0.05067408 0.755830348 1.138916403 0.78078021
#> [123,] 0.18135574 0.68787655 0.907522181 1.059835851 0.98086173
#> [124,] -0.83226526 -0.36806774 -0.843659150 -0.935047112 -1.07497589
#> [125,] -0.66455495 -0.38332705 -0.681505812 -0.991696161 -1.16116485
#> [126,] -0.54332324 -0.49014223 -0.455836189 -0.644578161 -0.91683453
#> [127,] -0.98680664 -0.57864623 -0.879527170 -0.707690525 -0.88874617
#> [128,] -0.76913182 -0.45046802 -0.807791131 -0.827832133 -0.83179989
#> [129,] -0.67152674 -0.88993617 -0.438275804 -0.339281607 -0.06687285
#> [130,] -0.02973461 -0.78922472 0.233128688 0.595997998 0.61571295
#> [131,] 0.48153010 -1.16765562 0.658314170 0.905856892 0.82733764
#> [132,] 0.10001818 0.06529668 0.441237926 0.685343814 0.69651510
#> [133,] 0.02371579 -0.24904512 0.247700070 0.628314570 0.77231522
#> [134,] 0.48346671 1.05104814 0.656446044 0.749216568 0.74153345
#> [135,] 0.24177794 -0.43215685 0.535391478 0.762523391 0.51336356
#> [136,] -1.13902408 -0.16359298 -1.405965082 -0.697045066 0.29288912
#> [137,] -1.10571441 -0.91129920 -1.161240574 -1.023252343 -0.06494899
#> [138,] -1.16691125 0.11412647 -1.534865778 -1.064313399 -0.08842009
#> [139,] -0.48832355 -0.11171133 -0.355331009 -0.100138977 0.49220109
#> V23 V24 V25 V26 V27
#> [1,] -0.79609692 -0.492781342 -0.01402742 -0.222729739 0.063899993
#> [2,] -0.94225715 -1.199724881 -1.50306029 -1.578546545 -1.499450590
#> [3,] -0.80988562 -1.314668024 -0.60774755 -1.910437004 -0.765699559
#> [4,] -0.31231052 -0.796991765 -1.55038581 -0.678604690 -0.689836474
#> [5,] -0.24376098 -0.558031020 -1.54135093 -1.964416647 0.019442593
#> [6,] 1.19814312 -0.488892288 -0.63485216 -0.049404480 -0.503441687
#> [7,] 0.18132495 1.073210949 0.37404182 0.538467566 0.785007176
#> [8,] -0.77482293 -0.424938960 -0.03855064 0.224710893 0.288226322
#> [9,] 0.02570962 -0.902860449 -0.31605027 0.736674067 0.570061765
#> [10,] -1.10653966 1.069321895 1.13038964 -0.979709884 -1.703383616
#> [11,] 0.59104634 0.460468932 -0.41457339 -0.877654622 -1.128292481
#> [12,] 0.58710671 -0.527350708 -0.93859594 -0.430635706 -0.611526191
#> [13,] 0.89715548 0.293239623 -1.12789801 -1.833262984 -1.450098797
#> [14,] -1.68093753 -2.162481731 -1.83261798 -1.774222749 -1.616508147
#> [15,] -1.84403815 -2.120566374 -1.83605984 -1.844227598 -2.411031219
#> [16,] -1.19872697 -1.157377408 -0.97989821 -0.727523741 0.246623985
#> [17,] -1.17705902 -1.050644489 -0.91837503 -1.829045824 -2.477105519
#> [18,] -0.01408063 0.359785653 0.83094818 0.778002231 0.388969238
#> [19,] 0.78251229 0.436702493 0.10729800 -0.168750096 -0.777935541
#> [20,] -0.22051717 -0.128074528 0.12880960 -0.028740398 -1.169079086
#> [21,] -1.16445220 -1.670732496 -0.29712006 -0.441178605 -0.807709763
#> [22,] 0.25145034 0.623377071 0.44632079 0.843368204 0.808255541
#> [23,] -1.01356443 0.289782686 0.83008772 0.539732714 0.336354517
#> [24,] -1.25782140 -0.319070276 0.42523943 -0.380029791 -1.049166467
#> [25,] 1.30608894 0.788445794 -0.05059714 -1.561256190 -1.995823576
#> [26,] -0.86701024 -0.279747622 -1.53403699 -1.459622644 -0.321941293
#> [27,] 1.28323910 0.905549523 0.06943758 -0.002594008 -0.519348463
#> [28,] 1.10201618 1.155313194 0.83180865 0.771254775 0.654897904
#> [29,] -0.67121069 -0.338947662 0.01393766 0.495874255 0.671620413
#> [30,] 0.11238145 0.104836577 0.39555342 0.532563543 0.041467360
#> [31,] -0.72045605 -0.719210691 -0.22656202 -0.156942049 -0.128612784
#> [32,] 0.09583501 0.138973826 0.58313456 0.825656134 0.733208187
#> [33,] 0.49649525 0.395219253 0.69843673 0.827342998 0.287410590
#> [34,] 0.04816550 -0.309995818 0.63433217 0.342369646 -0.341110998
#> [35,] 0.59813767 0.675231120 1.40100555 1.070251390 0.241321726
#> [36,] -1.93780132 -1.912718060 -0.42489896 0.393397277 0.085924760
#> [37,] -0.66411936 -0.317341808 0.08793756 0.608472415 0.786230774
#> [38,] 0.16753625 0.383119975 0.90882017 1.044105000 1.245080084
#> [39,] 0.18802232 0.361514121 0.75737851 0.841259624 1.215713728
#> [40,] 0.73917637 0.749555257 0.99873865 1.205622213 1.245080084
#> [41,] 1.15204946 1.009689738 1.05337811 1.289121972 1.172072060
#> [42,] 1.13786680 0.872708625 0.56291366 0.764507320 1.245080084
#> [43,] -0.01605044 -0.299192891 -0.76822407 -0.546607595 -0.016857485
#> [44,] -2.23839498 -2.274832171 -2.73137258 -2.230941132 -1.447243735
#> [45,] -1.55565733 -1.790428927 -2.79805854 -2.117077824 -0.894993098
#> [46,] -0.84928191 -0.364010452 -0.47351517 -0.630529070 -0.887243643
#> [47,] -1.47489495 -0.563648542 0.72984367 1.289121972 0.708328357
#> [48,] -0.83155358 -0.225732988 0.61239034 1.129713340 0.543550472
#> [49,] -0.81106751 -0.106900791 0.99701772 1.289121972 0.464832324
#> [50,] 0.99328242 0.952218167 0.96216893 1.148690558 1.245080084
#> [51,] 1.20562841 1.430139655 1.28269176 0.997716245 0.980375015
#> [52,] 0.37554865 -0.252092129 0.17871651 0.638835964 -0.256274859
#> [53,] 0.24357109 -0.106468674 0.08793756 0.451594079 -0.364767229
#> [54,] -0.19766733 -1.148302949 -0.34315488 -0.063321106 -0.227724235
#> [55,] 0.88533660 1.430139655 0.73715761 -0.061634242 0.009653808
#> [56,] 0.90385285 1.129386169 1.13081987 -0.293578020 -0.376595345
#> [57,] 0.55401383 0.723196116 0.23206527 -0.229477194 -0.484679849
#> [58,] 0.76754170 1.430139655 0.64379727 0.072471432 0.317592678
#> [59,] 0.28887682 0.747394672 0.58743688 0.314958108 0.472173913
#> [60,] -1.93780132 -0.534696698 -0.17450395 0.324235860 -0.044592377
#> [61,] -0.84337247 -0.438766707 -0.27948055 -0.261527607 -0.162465667
#> [62,] -0.68460543 0.068538743 0.22733272 0.088074923 0.063084261
#> [63,] -1.67975564 -1.904939952 -2.57993093 -2.097678889 -1.167039756
#> [64,] -1.11323703 -0.553277733 -0.65206144 -1.040858698 -0.655575725
#> [65,] -0.79255126 -0.068442371 -0.72003809 -1.748919792 -1.135634070
#> [66,] -1.49419913 -0.657417948 -1.27546757 -1.206593069 -0.650273466
#> [67,] -2.23681913 -2.674108351 -1.73237393 -1.730786006 -1.922407687
#> [68,] -1.28106521 -1.520355753 -1.92468763 -2.236423440 -2.121446321
#> [69,] 0.46379633 0.262559311 -0.24377129 -0.842230481 -0.985539362
#> [70,] 1.43846047 1.042098519 0.75393666 0.389601833 0.302093768
#> [71,] 1.25408584 1.041666402 0.68552977 0.046325043 -0.168583657
#> [72,] 1.08113614 0.530471899 -0.01660881 -0.682821849 -1.376682907
#> [73,] 1.00470735 0.346822141 -0.16202722 -0.083985188 0.105910197
#> [74,] 0.59222822 0.772889580 0.29703030 -0.215138851 -0.584607032
#> [75,] 0.94600688 0.838571375 1.00261074 0.729926611 0.327381464
#> [76,] 1.09413692 1.189450443 1.40100555 1.059286775 0.761758810
#> [77,] 1.05001308 1.184697155 1.20137791 1.289121972 1.060316762
#> [78,] 1.15638305 1.335506015 1.28828477 1.289121972 1.123536000
#> [79,] 1.18829404 1.366618445 1.30463359 1.289121972 1.202662014
#> [80,] 1.08665162 1.147535086 0.49063469 0.692393891 0.943667070
#> [81,] 0.79748288 0.367563761 -0.36595718 -0.613660432 -0.531992311
#> [82,] 1.43846047 0.987219650 0.45707659 0.581060878 -0.181635371
#> [83,] 1.09256107 0.538250006 -0.01101580 -0.263636186 -0.849312100
#> [84,] 0.53864927 -0.032576654 -0.81038681 -0.578236291 -0.917833597
#> [85,] 0.00916318 -1.503935304 -2.00815263 -1.966946942 -1.483951679
#> [86,] -2.12296386 -2.057909398 -1.86058306 -1.329734129 -1.653623958
#> [87,] -2.10247779 -2.783866089 -1.90403649 -1.249186381 -1.912211036
#> [88,] -1.73530440 -2.081243720 -2.52055891 -1.476069567 -1.629151994
#> [89,] -1.97089420 -2.197915331 -1.72376929 -0.562632801 -1.343237891
#> [90,] 1.33563616 1.430139655 -0.03381809 -0.683243565 -1.192327451
#> [91,] 1.33366634 1.325135205 0.57452992 -0.178027847 -0.828918798
#> [92,] -0.79452107 -0.249499427 -0.71100322 -0.985613907 0.120593375
#> [93,] -0.25124628 -0.187274568 -0.02091113 0.079218888 0.252741976
#> [94,] 0.08047046 0.299721379 -0.09017848 -0.641071969 -0.028685601
#> [95,] -0.32097770 -0.932676527 -0.98075867 -0.958624086 -0.948831417
#> [96,] 0.79827080 0.003721181 0.43556500 0.761977024 0.551707793
#> [97,] 0.92670270 0.085823426 -0.19128299 -0.508231442 -0.505888883
#> [98,] 1.07601463 0.321759350 -0.51051512 -1.590354592 -2.305393911
#> [99,] 0.67299061 -0.774521676 -2.06924557 -1.694940149 -0.282378286
#> [100,] 1.07089311 0.048661357 -0.70584044 -0.939225152 -0.802407504
#> [101,] 0.92827855 -0.124185474 -0.72132879 -0.652880016 -0.005437236
#> [102,] -0.42577183 0.021437981 0.50009979 0.841259624 0.998321121
#> [103,] -0.79412711 -0.322959330 0.07847246 0.266882489 0.750338561
#> [104,] -1.22512249 -1.008297016 -0.43436406 0.371889763 0.939996276
#> [105,] -1.69512019 -1.252875282 -0.41844548 0.253809294 0.594941595
#> [106,] -0.60069134 -0.137581104 0.33876280 0.850115660 1.221015987
#> [107,] 0.92512685 0.495038298 0.17054210 -0.525100081 -1.647505967
#> [108,] 1.21784126 1.192475262 1.25257552 0.464667274 -0.806894031
#> [109,] -1.07423471 -1.507392241 -1.41615343 -1.425885368 -1.246165770
#> [110,] -0.18663637 -0.886440000 -0.56773597 0.178743854 0.873514109
#> [111,] 0.89045812 0.738752330 0.94883174 1.265927595 1.245080084
#> [112,] 0.64186755 0.473432445 0.79308777 1.002776837 1.022385219
#> [113,] 0.88730641 1.084878110 0.85418071 0.481114196 0.712407018
#> [114,] -1.54305052 -1.643941237 -0.76134036 0.518225200 1.245080084
#> [115,] 1.43846047 1.357111869 1.37174978 0.935302283 0.526012232
#> [116,] 0.82742406 0.787149443 1.03014559 1.282796233 1.245080084
#> [117,] 0.92158118 1.100002208 1.40100555 1.146581978 1.172479926
#> [118,] 0.99091865 1.222723458 1.24483134 1.289121972 1.111707884
#> [119,] 0.03910436 0.230150530 0.47729750 0.438942600 0.774810524
#> [120,] 0.25932960 0.401268893 0.43083244 -0.074285721 0.173615961
#> [121,] -0.20672847 0.049525591 -0.32680607 0.619437030 1.208780005
#> [122,] 0.29951381 0.297128677 0.19678625 0.552805909 0.803361148
#> [123,] 0.29872589 0.095330001 0.23378620 0.779689095 1.245080084
#> [124,] -0.83982680 -0.828104194 -0.83275887 -0.260684175 0.565575239
#> [125,] -0.95919755 -0.609452953 -0.14395748 0.322127280 0.736878981
#> [126,] -0.69484847 -0.257709651 0.20539089 0.274895092 0.717301411
#> [127,] -0.57232601 -0.172150470 0.33360002 0.439364316 0.767876801
#> [128,] -0.43995449 0.096194236 0.48375098 0.587808333 0.918379375
#> [129,] 0.28730096 0.410775468 0.91828527 1.167246060 1.196136157
#> [130,] 0.42676382 0.856720293 1.10328502 1.219960555 1.245080084
#> [131,] 0.79472514 1.174326345 1.19019188 1.205200497 1.234475566
#> [132,] 0.62689696 1.053765680 1.18502910 1.219538839 1.245080084
#> [133,] 0.56898442 0.906413757 0.89032019 1.065612514 1.245080084
#> [134,] 0.67693024 1.072778832 1.11145943 1.104410383 1.245080084
#> [135,] 0.73050919 1.110805135 0.88902950 0.788966846 0.959981712
#> [136,] 0.69781027 0.761654536 0.93592478 0.993920801 1.239777825
#> [137,] 0.76951152 1.017467846 1.35281957 1.252010968 1.019938022
#> [138,] 0.50516243 0.770296877 1.15319193 1.283217949 1.122312402
#> [139,] 0.67496043 0.927587494 1.15663379 1.289121972 0.990163800
#> V28 V29 V3 V30 V31
#> [1,] 0.460307055 0.10756582 -0.063680267 -0.88401262 -1.714238163
#> [2,] -1.853547774 -0.87570190 0.931550348 -1.68707207 -0.588520828
#> [3,] 0.657592249 -0.20593381 1.545475739 1.16073742 1.554924836
#> [4,] -1.961118289 -1.84443651 0.403958215 -1.01485555 0.533112890
#> [5,] 1.296482713 0.30313976 0.063421474 -0.50333874 0.008141122
#> [6,] -0.694225065 -1.80831139 2.077864164 -1.63394457 0.329385730
#> [7,] -0.405918666 -1.48027867 0.929152202 -2.09321202 -1.709247075
#> [8,] 0.667173429 1.32377829 -0.725568579 1.47116007 1.096652161
#> [9,] 0.281313203 -0.60247970 -0.483355827 -0.54900204 0.133825806
#> [10,] -0.178583409 0.62120693 0.468708158 -0.73341153 0.048523565
#> [11,] -1.988555302 -2.41496432 -0.183587570 -2.30835644 -1.483286884
#> [12,] -1.329195955 -2.34603592 0.447124844 -1.53032399 -1.397530908
#> [13,] -1.408893948 -0.84871186 0.873994842 0.18029361 1.072604188
#> [14,] -1.031308377 0.19019685 0.929152202 0.70410439 1.302647997
#> [15,] -0.726017160 0.24583784 -0.373041109 0.18468431 -0.149305035
#> [16,] 1.080035160 1.44004305 -0.763938916 1.41100745 1.451019448
#> [17,] -1.812174500 -0.38448327 -0.154809817 1.08609548 1.366170942
#> [18,] 0.580942814 1.28682270 -0.759142624 1.64591002 1.883429210
#> [19,] -0.913285667 -0.63943529 0.346402709 -0.75053527 -1.567227919
#> [20,] -2.269893571 -1.85523253 -0.634439029 -0.85766841 -0.587159622
#> [21,] 0.693739426 0.75034387 -0.617652007 -0.78434368 -1.278198518
#> [22,] 0.823085348 0.86287155 -0.313087457 0.96271675 0.206423458
#> [23,] 0.365366277 -0.36538263 -0.392226277 -0.98148621 -0.703769600
#> [24,] -0.668965592 -0.75237820 -0.950994309 0.16009638 -0.559935502
#> [25,] -0.589703108 -0.33465552 -0.972577624 -0.43616099 1.110264220
#> [26,] 0.446806302 -0.10088029 0.569430293 -0.38259442 0.338006701
#> [27,] -0.210375504 0.52736466 -0.135624649 0.74845048 0.340729113
#> [28,] 0.788244696 1.44004305 -0.442587344 1.06502011 0.687836635
#> [29,] 0.960270417 0.77027497 -0.620050153 0.60048381 0.547632420
#> [30,] 0.233842814 0.38784694 -0.596068692 0.22683505 -0.108468856
#> [31,] 0.129756365 0.83131397 -0.955790601 1.81319578 1.525885776
#> [32,] 0.376253981 0.91062315 -0.094856166 1.53921596 1.740048848
#> [33,] -0.490407248 -1.45121248 -0.138022795 -2.21615169 -1.042709886
#> [34,] -1.231642128 -1.47072835 -0.605661276 -1.98300540 -1.201063513
#> [35,] -0.442065843 -0.45465736 0.403958215 -0.21223518 0.242268548
#> [36,] -0.446420924 -0.39403359 -0.308291165 0.18644059 1.167888606
#> [37,] -0.269604613 -1.33868479 -0.351457794 -1.07369096 -0.074892442
#> [38,] 0.671093002 0.10715059 -0.895836950 -0.12442113 -0.425629847
#> [39,] 0.919332651 0.22756766 -0.473763243 0.19653920 0.472312357
#> [40,] 0.752968535 0.43642901 -0.567290939 0.32738213 0.318042347
#> [41,] 0.901041308 0.68598302 -0.879049927 0.47930043 0.369768174
#> [42,] 1.234640555 1.20211552 -0.509735434 0.98510933 0.862978469
#> [43,] 0.648882086 1.44004305 -1.032531275 1.44701121 1.175602107
#> [44,] -0.944206746 -0.55057579 -0.766337062 -0.15910768 0.461422709
#> [45,] -0.008735228 0.12168368 -0.329874480 0.25142298 0.897462354
#> [46,] -0.054899093 1.35575110 -0.656022344 1.81319578 2.024087160
#> [47,] -0.122402857 -0.41313423 -0.435392906 -0.54109878 -0.669739450
#> [48,] -0.525683409 -0.77438546 -0.927012848 -1.02363695 -1.069934005
#> [49,] -0.393724438 -0.52815330 -0.775929647 -0.96304526 -1.061313034
#> [50,] 0.919332651 0.09552411 -0.799911107 -0.53187830 -0.993706471
#> [51,] 0.128014332 -0.87653236 -0.310689311 -1.15316267 -0.419277552
#> [52,] -0.964675629 -0.10004983 -0.718374141 0.56272377 0.417410383
#> [53,] -0.408967223 0.97373830 0.284050912 1.17961744 0.216859370
#> [54,] -0.880187047 -0.39610975 -0.075670997 -0.45635822 -0.161555889
#> [55,] -0.513924689 -0.73078617 1.195346414 -0.29390224 -0.382978727
#> [56,] -0.092788302 -0.61659757 -0.173994986 -0.04187593 -0.150212506
#> [57,] -1.252982028 -1.26103654 0.399161923 -0.62935189 -1.098065595
#> [58,] -0.391546897 -0.66268824 0.706124618 -0.09763785 -0.081244737
#> [59,] -0.357141753 -1.73398499 0.399161923 -1.43811925 0.550808567
#> [60,] 0.431999025 0.63989234 0.125773272 1.07116710 1.228235404
#> [61,] 0.283055236 1.44004305 -0.480957681 1.13834484 0.192357663
#> [62,] 0.650188611 1.44004305 -0.680003804 0.79894356 -0.110737533
#> [63,] -0.277879268 0.59712352 -1.027734983 0.71903277 0.195987545
#> [64,] -0.740388929 -1.08996125 0.329615687 -1.06007978 -0.451039025
#> [65,] -0.467325316 -0.53562746 6.245842016 -0.74307108 -0.622097242
#> [66,] -0.830539117 -0.82545891 0.238486137 -0.70794546 -0.551768267
#> [67,] -2.226342755 -2.54285556 2.569484106 -1.46621974 -1.409328026
#> [68,] -2.259441375 -1.86187623 1.950762423 -1.84250293 -1.051784592
#> [69,] -1.273450911 -0.82711983 0.046634452 -0.76678087 -0.882995052
#> [70,] 0.302653103 -0.10960015 -0.603263130 -0.68906544 -1.364861965
#> [71,] -1.106215780 -1.69080093 3.699010900 -1.69058463 -1.651168953
#> [72,] -1.976796582 -1.39972379 0.581421023 -0.92001638 -0.883448787
#> [73,] -0.087997713 -0.42351501 -0.444985490 -0.47479917 -0.526812824
#> [74,] -1.526045641 -1.39681718 -0.018115492 -1.10837751 -1.374390407
#> [75,] -0.184245015 -0.38074619 -0.356254086 -0.81420046 -1.249613193
#> [76,] 0.216422488 0.22258489 -0.778327793 0.05076789 -0.557213090
#> [77,] 1.185428134 1.00903297 -0.375439255 0.58204286 0.171032102
#> [78,] 1.277320354 0.70715981 -0.900633242 0.06569628 0.116583864
#> [79,] 0.894073178 0.32140994 -0.425800322 -0.04934012 -0.279527073
#> [80,] 0.024798900 -0.31264826 0.559837709 -0.28775525 -0.263192601
#> [81,] -0.704241752 -0.72621863 0.317624957 -0.62847375 -0.629357007
#> [82,] -1.077907750 -0.74739543 -0.802309253 -1.08861935 -1.060859299
#> [83,] -1.583097210 -0.70587230 0.415948945 -0.89938008 -0.912034113
#> [84,] -0.602332844 -0.83667015 2.231345512 -1.09827889 -1.089444624
#> [85,] -1.818707122 -1.90298413 -0.526522456 -1.84382014 -1.842191524
#> [86,] -1.555660196 -1.14394132 0.418347091 -0.28863340 -1.256419223
#> [87,] -0.773487549 0.15199557 -0.245939367 1.07380152 -0.344411224
#> [88,] -0.485616658 -0.81715428 1.634207143 0.64263455 -1.413865380
#> [89,] -0.385014275 -0.44095473 1.130596471 1.14317461 0.250889519
#> [90,] -1.558708753 -0.95210446 0.907568887 -0.74131480 -0.314010958
#> [91,] -0.722968603 0.46383427 2.902826409 -0.27238780 0.007233651
#> [92,] 0.855312952 0.95256151 0.152152878 1.46237867 1.324881028
#> [93,] 0.459000530 0.80764579 2.380030568 1.50101685 2.009113894
#> [94,] 0.131498398 0.49580708 1.833253266 1.03560241 1.679702050
#> [95,] -0.015267851 0.45428395 1.288874111 0.50696185 1.042203922
#> [96,] -0.055334601 -1.31210999 0.677346865 0.23473831 0.931492503
#> [97,] -0.456002104 -0.92636011 -0.289105997 -1.67389996 -1.853534907
#> [98,] -2.798164963 -1.58201033 -0.814299984 -0.98982855 -0.813119812
#> [99,] 0.663253855 1.01069389 -0.982170208 0.85646175 0.037633918
#> [100,] -0.360190310 0.26535371 -0.092458020 0.19566106 -0.694694893
#> [101,] 0.637558874 0.69802472 -0.421004030 0.04023020 -0.968751028
#> [102,] 1.075680078 1.04142101 -0.898235096 1.44042516 1.698305198
#> [103,] 0.887105047 0.82882258 -0.432994760 1.41232466 2.074451781
#> [104,] 1.012966904 1.16931225 -0.397022569 1.81319578 1.916098153
#> [105,] 0.663689363 1.03976008 -0.689596388 1.81319578 2.069460692
#> [106,] 1.277755863 1.16100762 0.221699114 1.52516571 1.710102317
#> [107,] -1.039583032 -0.05105254 -0.605661276 0.67380854 1.353920089
#> [108,] -1.333986545 -1.11113804 -0.696790827 -0.13012904 1.009081243
#> [109,] -0.174663836 1.13028050 0.358393440 1.81319578 1.562184602
#> [110,] 1.296482713 0.71214259 -0.811901838 -0.18852538 -0.787710634
#> [111,] 1.143619351 0.91975824 -0.397022569 0.16975592 -1.316312285
#> [112,] 0.706369163 0.28570004 -0.663216782 -0.44801589 -1.691551397
#> [113,] 0.604460254 -0.30683502 -0.111643188 -0.92923686 -0.726002630
#> [114,] 0.964625499 0.82508550 0.051430744 0.81299380 0.311690052
#> [115,] -0.028768603 -0.82878076 -0.392226277 -1.13691707 -1.162949746
#> [116,] 0.226874684 -0.77687685 -0.809503691 -0.85459492 -0.560842973
#> [117,] 0.146741183 -0.98573819 -0.003726615 -1.29629956 -0.819018372
#> [118,] 0.714643818 0.56639640 -0.265124536 0.20839410 0.120667482
#> [119,] 1.114440304 1.02065944 -0.169198694 0.42178223 0.464145121
#> [120,] 0.353172049 1.28183993 -0.020513638 1.81319578 1.361633589
#> [121,] 0.942414583 0.61165661 0.610198776 0.36997194 0.248167107
#> [122,] 1.218091245 0.68390686 0.120976980 -0.44889403 -0.853955991
#> [123,] 1.216349213 1.01816805 -0.176393132 0.07799024 -0.068540148
#> [124,] 1.060437293 1.44004305 -0.843077736 1.12166017 0.199163692
#> [125,] 1.296482713 1.35948818 -0.495346558 0.48237392 -0.050844470
#> [126,] 1.296482713 1.36322526 -0.730364872 0.57809123 0.346173937
#> [127,] 1.259464520 1.11740833 -0.413809592 0.48764276 0.490915505
#> [128,] 1.296482713 1.02065944 -0.689596388 0.25713090 0.400168440
#> [129,] 1.214607180 1.21747908 -0.449781783 1.17303139 0.622498748
#> [130,] 1.120101910 0.90937745 -0.349059648 0.43539341 -0.083513414
#> [131,] 1.296482713 1.03976008 -0.442587344 0.23649460 -0.557213090
#> [132,] 1.066098899 0.70799027 0.118578834 0.16756057 -0.410202846
#> [133,] 1.182815085 0.79477362 -0.078069143 0.12321448 -0.355300872
#> [134,] 1.217220229 0.89359866 -0.209967177 0.22420063 -0.493690145
#> [135,] 1.276884846 0.84875368 -0.135624649 0.08721072 -0.522275471
#> [136,] 1.296482713 0.65276451 -0.687198242 0.14428985 0.433744854
#> [137,] 1.296482713 1.06301303 -0.375439255 0.67688203 1.182408137
#> [138,] 1.296482713 0.87117617 -0.658420490 0.48676462 1.194205255
#> [139,] 0.252569665 0.24542261 -0.763938916 1.09224247 1.151100399
#> V32 V33 V34 V35 V36
#> [1,] -0.820898700 0.4020468920 1.453287578 1.74206756 1.69351518
#> [2,] -0.669568256 -1.0395382943 -0.742032453 -1.07128346 0.06264934
#> [3,] 0.256062271 -1.0956024934 -0.586850400 0.06712963 -0.36684342
#> [4,] 1.268608533 0.8611299653 -0.254558393 -0.04142035 -0.37853287
#> [5,] 0.438717675 -0.6273285678 -1.315531348 -0.82033458 0.06227226
#> [6,] 0.819911562 -0.5887269880 -0.939383543 -0.42426331 0.43256365
#> [7,] -1.694468024 -1.4963236545 -0.039917999 -0.15308288 -1.11836148
#> [8,] 1.210811775 1.6134012276 0.824125556 0.37410432 0.18218332
#> [9,] 0.401657158 -0.1847890286 -0.210702596 1.30047533 1.41221439
#> [10,] 1.101836207 0.7103999873 2.019196045 1.47983570 1.17540890
#> [11,] 0.012521732 0.7949558286 -0.133111569 -0.60868156 0.66182756
#> [12,] -1.710792299 -0.7821944293 -0.882033654 -1.45140294 -0.93095332
#> [13,] 1.263314173 1.5890454689 1.589493565 0.77367720 0.69538758
#> [14,] 1.551415572 1.1345578218 1.198164908 1.31525992 1.56606254
#> [15,] 0.684023000 1.3611123314 0.899608131 0.64800822 1.32246963
#> [16,] 1.370524954 1.3859276327 0.865029521 0.63050016 0.65654846
#> [17,] 1.228900836 1.7471281288 2.249438984 2.31127411 1.86433188
#> [18,] 1.958198863 2.5099688713 2.338837341 1.49111867 0.48686300
#> [19,] -1.791531282 -1.6585421979 -0.480162738 -0.17525976 -0.81066518
#> [20,] -1.068851205 -0.9278694386 -0.320342090 -0.02935924 0.40013487
#> [21,] -1.199886603 -1.7182827380 -1.059565297 -0.39663948 -0.99807334
#> [22,] -0.890607767 -0.3617129357 -1.048179657 -0.61957547 0.58377225
#> [23,] -0.264549751 -0.4026122286 -1.015287809 -0.55732458 -0.30952744
#> [24,] -1.268272081 -0.1631905257 0.503219189 -0.21611190 0.17501882
#> [25,] 1.383319656 0.4314576194 0.008154703 0.58381200 0.58565764
#> [26,] 0.968594826 -0.0561170961 -1.197879736 -0.61179410 0.24892627
#> [27,] 0.816823185 1.7747006858 2.082449600 1.78486505 1.01024838
#> [28,] 0.456365540 0.6754747484 1.163164608 1.07598307 0.42464499
#> [29,] 0.316065012 0.1759519249 0.486773265 0.42312689 -0.03275160
#> [30,] -0.501472341 0.5100394067 1.956785872 1.75607401 1.01892119
#> [31,] 0.833588657 0.9475239771 0.889909253 1.13473235 0.69840421
#> [32,] 1.342729566 1.1883243078 1.479854071 1.92882022 2.25649383
#> [33,] 1.224930067 1.7397754470 1.665397831 1.40707998 1.30173030
#> [34,] 0.511515118 0.6014883873 1.207020406 1.26001226 1.13355315
#> [35,] 0.298417147 0.8445864311 0.641111938 0.73788294 0.77759075
#> [36,] 1.974523138 1.9254306638 1.141236709 1.68098388 2.25649383
#> [37,] 0.056200198 -0.5570185475 0.111890532 0.43402080 0.41710342
#> [38,] -0.670009453 -1.0206970470 -1.439086624 -1.12380765 -0.70093525
#> [39,] 0.076495243 -0.6659301475 -1.003480479 -0.93160804 -0.54859541
#> [40,] 0.292681591 0.2435046895 0.376712080 0.44258030 0.39787240
#> [41,] 0.433423315 0.4116972869 0.543279774 0.57252902 0.49101086
#> [42,] 1.034774320 1.0775745374 1.203225192 1.25689971 1.00459220
#> [43,] 0.755496854 0.5615081797 0.596834450 0.54607239 0.56529539
#> [44,] 0.672551888 1.1570754100 2.022569568 2.31127411 2.07436477
#> [45,] 0.400774765 1.0821699636 1.942870090 2.12374331 2.10754771
#> [46,] 1.928197492 1.5697446791 1.031597215 0.53984731 0.21762873
#> [47,] -1.063115649 -1.2068118065 -0.847033354 -0.37329539 -0.63042151
#> [48,] -1.347687474 -1.0951429508 -0.811611363 -0.66120575 -0.86383329
#> [49,] -1.519754159 -1.3359432815 -1.062095439 -0.81994551 -0.84045440
#> [50,] -0.664273896 -1.1489094369 -0.838599547 -0.57989053 -0.65606287
#> [51,] 0.064582934 -0.0988545594 -0.464138504 -0.62268801 -1.00599200
#> [52,] -0.101306998 -0.0643888632 -0.045821664 -0.90631861 -0.76956359
#> [53,] -0.691628087 -0.2794548075 0.289000485 -0.44799646 -1.17530038
#> [54,] -0.505884307 -0.1273462016 -0.087147319 -0.67910288 -1.12364059
#> [55,] -1.267389687 -1.1847537609 -1.481255660 -0.03597340 1.18068800
#> [56,] -0.910902812 -0.6742019146 -0.887093938 0.48459964 1.27948265
#> [57,] -1.076792744 -1.0588390841 -1.406616466 -0.13012787 0.68897724
#> [58,] -1.166796856 -1.1190391668 -1.262398362 0.21147388 0.99327983
#> [59,] 1.013596882 -0.6172186302 0.123276172 1.73895502 1.19313160
#> [60,] 0.257827057 -1.3019371280 -0.562392359 0.39861561 0.29078202
#> [61,] -0.009096903 0.4241049375 0.070564877 -0.87830571 -1.21602489
#> [62,] -0.329846852 0.8501009425 0.425628163 -0.57327637 -1.16889004
#> [63,] -0.992965385 0.1957122574 0.159541543 -0.68571703 -0.29444429
#> [64,] 0.076936439 0.6129769527 0.685811117 0.89312109 1.33755278
#> [65,] -0.921932727 -1.5546855667 -1.123240542 -0.45266527 0.21159547
#> [66,] -0.231901201 0.1906572886 -0.053412090 -0.72579104 -0.82951912
#> [67,] -1.135471896 -0.8332036597 -0.904383243 -0.54176186 -1.00900863
#> [68,] -0.600300385 -0.3892854927 0.143517309 0.38383102 -0.45319447
#> [69,] -0.560592689 -0.2546395062 -0.136906782 0.15933876 0.28701123
#> [70,] -1.441221159 -1.1884301018 -0.625224223 -0.07682554 -0.02181631
#> [71,] -1.531225271 -1.2573614942 -0.720526245 0.14572138 0.37977261
#> [72,] -1.214004895 -0.6015941813 0.477917768 0.72621090 0.53588324
#> [73,] -0.852223660 -1.4508289355 -1.143059989 -0.58689375 -0.26955709
#> [74,] -1.514459799 -0.4954398370 -0.025580526 0.08658303 0.19688939
#> [75,] -1.456221844 -1.4480716798 -1.547461047 -1.33857321 -0.77672809
#> [76,] -0.862371183 -0.9577397086 -1.321013322 -1.06466931 -1.00750031
#> [77,] -0.577358161 -0.7909257390 -0.898901269 -0.72773638 -0.93623242
#> [78,] 0.177529271 -0.3309235805 -1.068842485 -1.21134796 -0.90606612
#> [79,] -0.328964459 -0.9958817457 -1.326495297 -1.38954113 -0.98412143
#> [80,] -0.589270470 -1.2858531364 -1.288121474 -0.87130249 -0.94151152
#> [81,] -0.834134598 -1.2720668579 -0.994203291 -1.10124170 -0.91549309
#> [82,] -1.538284417 -1.7320690165 -1.137578014 -0.86585554 -0.70432895
#> [83,] -1.410778592 -1.6098306806 -1.092457145 -0.83784264 -0.82914204
#> [84,] -0.937815806 -0.5487467804 -0.457391458 -0.50830200 -1.12175519
#> [85,] -1.368864912 -0.9347625778 -1.255229626 -0.92693922 -1.12250935
#> [86,] -0.498383964 0.2458024025 0.849848668 1.02929491 1.26666197
#> [87,] -0.319258133 0.6938564531 1.662445998 1.51874251 1.19086913
#> [88,] -0.738836127 0.9034078860 1.931484450 1.77474928 2.02270497
#> [89,] 0.431658529 0.3859629004 0.907620248 1.72650484 1.65543022
#> [90,] -1.457104238 0.0413059384 1.034127357 0.82192164 0.13467139
#> [91,] -0.108366145 -0.0395735620 -0.925467762 -1.49264416 0.07660125
#> [92,] 0.691964539 -0.9770404985 -0.520645013 -0.01029491 -0.45734234
#> [93,] 1.557592324 0.0532540465 -0.022207003 0.34725862 -0.86873531
#> [94,] 2.048644172 1.1299623956 0.839728099 1.34054934 0.28625707
#> [95,] 1.315375375 1.6915234723 0.474965935 -0.03597340 -0.36722050
#> [96,] 1.648920027 1.1079043501 0.486351575 -0.42776492 -1.24883075
#> [97,] -0.978405896 -0.8906464867 -0.052147019 -0.28886763 -0.86345621
#> [98,] 0.172234911 -0.1425111079 -0.951190874 -1.44634506 -0.57574508
#> [99,] 0.165616962 -0.0956377611 -0.290823765 -0.47095147 -0.62702780
#> [100,] -0.691628087 0.0321150861 -0.130581427 -0.63747260 -1.15833184
#> [101,] -0.752954419 -0.6254903973 -0.930949736 -1.01681394 -1.15418397
#> [102,] 1.597741218 1.3482451382 1.104549647 0.92891535 1.07963088
#> [103,] 2.136001104 1.6212134521 1.072079489 0.98999903 1.08151627
#> [104,] 1.770690296 1.5435507500 1.239490564 1.35377765 1.49856543
#> [105,] 1.520973004 0.9953164091 0.795028921 1.07987375 1.41598517
#> [106,] 1.423027353 1.2034892142 0.965391828 0.90206966 0.98536118
#> [107,] 1.745100892 2.6441553152 2.292029711 1.04874831 -0.04180149
#> [108,] 1.802015257 2.3799183110 1.950460516 1.01684473 0.25571369
#> [109,] 0.808440449 0.4613278894 -0.037387856 -0.45071993 -0.75749707
#> [110,] -1.582845277 -1.2160026588 0.028817531 0.97910513 1.27231815
#> [111,] -0.670450649 -0.2762380092 0.384302507 1.47205434 2.01554048
#> [112,] -0.667803469 0.2154725899 0.816113439 1.56543067 2.20747359
#> [113,] 0.076936439 1.0334584463 1.180875603 0.62505321 0.44199062
#> [114,] 0.320035782 1.1846479669 0.893704466 0.38694356 -0.16510626
#> [115,] -0.220871285 -0.0423308177 -0.334257872 -1.01720301 -0.78917169
#> [116,] 0.092378321 -0.0005124396 -0.424077920 -1.28682716 -0.42642187
#> [117,] -0.341759161 -0.3658488193 -0.521910084 -1.24325154 -0.11005276
#> [118,] -0.180281195 -0.7734631196 -0.508837683 -0.18343019 0.10563632
#> [119,] 0.447982804 0.3730957072 0.158276472 -0.64525396 -0.98449851
#> [120,] 0.482396141 0.5343951654 0.374181938 -0.37018285 -0.42189693
#> [121,] 1.265078960 0.8234474708 -0.643356908 -1.44362158 -0.83592946
#> [122,] -0.745454076 -0.8566403331 -0.501668946 -0.92771736 -0.32423352
#> [123,] 0.399892371 0.1561915924 -0.502934017 -1.27826766 -0.66624400
#> [124,] 0.145763113 0.4383507586 -0.055942232 -0.82461432 -0.94151152
#> [125,] 0.245032355 0.5114180346 -0.109075218 -0.86040858 -1.08103068
#> [126,] -0.120278454 -0.2252287788 -0.353233939 -0.82305805 -0.98864637
#> [127,] 0.266650990 -0.1494042472 -0.243172754 -0.73007079 -1.04483112
#> [128,] -0.048363403 -0.5740216243 -0.761851901 -0.85340536 -1.16662757
#> [129,] -0.471029773 -0.1921417105 -0.378113670 -1.06155676 -1.34837956
#> [130,] -0.522649779 -0.5197955956 -0.898901269 -1.18294599 -1.39476025
#> [131,] -0.686774924 -1.0138039078 -1.032155423 -0.89114496 -1.08442439
#> [132,] -0.553974739 -0.7298065711 -0.803177556 -0.96156628 -1.30275302
#> [133,] -0.573387391 -0.6328430791 -0.878660131 -1.11019027 -1.41210587
#> [134,] -0.539415251 -0.6484675281 -0.711670747 -0.67637940 -1.03917493
#> [135,] -0.882666227 -1.1953232411 -1.248482580 -1.20745728 -1.48412793
#> [136,] 0.477542978 -0.0395735620 -1.108481379 -1.24908756 -1.28503032
#> [137,] 1.170221685 0.4861431907 -0.830587430 -1.21835119 -1.02522302
#> [138,] 1.253166651 0.4369721308 -0.976070605 -1.15220962 -0.96903828
#> [139,] 0.045170282 -1.1631552579 -1.076011221 -0.94094567 -0.80953394
#> V37 V38 V39 V4 V40
#> [1,] 1.200846171 1.21527566 0.81547275 -0.7198073118 -0.213214633
#> [2,] 0.047412638 -1.07273546 -0.72606832 0.2041442214 -0.644178420
#> [3,] 0.968302344 1.51444219 1.03008627 0.9594075079 0.886466865
#> [4,] 0.682467222 2.44871340 3.25670150 -0.7236411356 3.363116637
#> [5,] 0.357874797 -0.09215927 -0.23523926 -0.3613447875 -0.388050071
#> [6,] 0.983240055 0.39177324 1.08175248 1.5824038736 1.673783137
#> [7,] -0.727733454 0.23152167 0.49007494 -0.5051131796 -0.323461183
#> [8,] 0.092629493 0.39086530 0.55912883 -0.4725256774 0.346370129
#> [9,] 0.056698242 -1.24978394 0.19001345 -0.1792381575 1.663203922
#> [10,] 1.573481506 0.44534176 -0.14532017 0.6488677810 0.020084885
#> [11,] 2.072885525 2.26485536 0.13337933 0.3670817325 0.003380862
#> [12,] -1.011549966 -0.44217049 -0.06484010 2.2034833275 0.037902509
#> [13,] 1.076903541 1.75186874 1.48266245 1.2833656181 1.218876917
#> [14,] 2.097108840 2.98712236 2.70824473 -0.4035168492 2.190494240
#> [15,] 2.016364455 2.64755246 3.18317650 -0.5472852413 3.435500735
#> [16,] 0.648554581 0.11439729 -0.81101950 -0.9709227700 -1.258886456
#> [17,] 0.726069190 -0.17387395 -0.47866663 -0.7849823162 -0.414776507
#> [18,] -0.403544750 -0.66597793 -0.95757272 -0.9977595365 -0.012209559
#> [19,] -1.308689301 -0.87298846 -0.44538166 0.8961494154 -0.638610412
#> [20,] 0.733336185 -0.03087326 -0.28740227 -0.4054337611 -0.472683786
#> [21,] -0.852887250 -0.61694912 -1.27551867 0.0757111245 -1.628602160
#> [22,] 0.388961385 -1.10814516 -0.85424028 -0.0258852059 -1.322918544
#> [23,] -0.940494907 -1.07682120 -0.80505802 -0.2885021355 -0.677586465
#> [24,] 0.130579354 0.73134315 1.57655587 -0.7523948140 1.317430651
#> [25,] -0.961488447 0.18657859 0.65053829 -0.0028822632 0.669871370
#> [26,] 0.671970452 -0.12257529 -0.57752795 0.4763457104 -0.712108112
#> [27,] 0.124927247 -0.47667225 -0.30628031 -0.4284367038 0.297928463
#> [28,] -0.390625648 -0.93609036 -0.86964079 -0.1945734527 -0.267781107
#> [29,] -0.984500597 -1.36600038 -1.21341985 -0.7217242237 -1.111334256
#> [30,] -0.109635190 -0.12257529 -0.29783487 -0.1485675672 -0.294507543
#> [31,] 0.472935545 0.11939097 -0.62521984 -0.9939257127 -0.923135599
#> [32,] 2.182294166 1.80135152 1.29835316 -0.5683712721 0.517864763
#> [33,] 1.023612247 -0.76721334 -0.19152169 0.0412067104 1.044598280
#> [34,] 0.706690538 -0.90749022 0.71363069 0.5875266003 1.828016947
#> [35,] 0.527841726 -0.26829981 -1.40319384 0.0335390628 -0.175908982
#> [36,] 2.333286165 2.01834940 1.16521329 -0.5952080386 0.196590725
#> [37,] 0.415203310 0.67278096 0.64656396 -0.5204484748 0.742255468
#> [38,] -0.606213155 -0.29236024 -0.49307355 -0.6757183382 -0.937055618
#> [39,] -0.396681477 -0.09579103 -0.28690548 -0.9977595365 -0.694290488
#> [40,] 0.346974305 0.03858422 -0.72358437 -0.7811484924 -0.688722480
#> [41,] 0.447501063 0.16796580 -0.73053944 -0.2424962500 -0.766674586
#> [42,] 0.887961681 0.67141904 0.06829977 -0.2635822809 -0.423685319
#> [43,] 0.340514754 0.02087938 0.04097629 -1.0054271841 -0.152523350
#> [44,] 1.914222809 1.65835083 1.68684337 -0.1696535980 1.781245683
#> [45,] 1.612642533 1.52170572 1.55469708 -0.5549528889 2.000625182
#> [46,] 0.388153941 -0.65054294 -1.29290634 -0.3383418448 -0.909772381
#> [47,] -1.073723142 -1.37871155 -1.37785752 -0.8501573206 -1.022246134
#> [48,] -1.263068723 -1.27066658 -0.72259079 -0.9095815894 -0.375800454
#> [49,] -1.327664231 -1.05503062 -0.76481798 -0.7121396642 -0.359653232
#> [50,] -0.633262524 -0.82577553 -1.45585363 -0.3920153778 -1.675930224
#> [51,] -0.475003530 -0.52887885 -0.84629163 -0.6584661312 -0.914226787
#> [52,] -0.544039979 -0.94471579 -0.85374349 -0.1792381575 0.013403276
#> [53,] -0.676057048 -0.77765466 -1.43796917 -0.8674095277 -1.025030138
#> [54,] -0.971177773 -1.16035176 -0.36390801 -0.4456889109 0.028993697
#> [55,] 1.453979817 0.04040010 -1.34755330 0.4629273272 -0.243281874
#> [56,] 1.638077014 0.45578308 -0.93670751 -0.7274749594 0.212181146
#> [57,] 0.447904785 -0.48711357 -1.14386917 -0.0431374130 0.065185746
#> [58,] 1.092244974 -0.56928222 -0.67092457 -0.1217308007 1.013417437
#> [59,] 0.437408015 1.10586878 0.84031228 -0.1236477126 -0.145284940
#> [60,] -0.953414009 -0.50890415 -0.25461409 -0.6488815717 0.393141393
#> [61,] -1.284869707 -0.68731454 -0.36788234 -0.9996764484 -0.542283881
#> [62,] -1.118536275 -0.51435180 0.08866818 -0.6795521620 -0.574578325
#> [63,] 0.307813278 0.98102690 1.59891144 -0.8463234968 1.240035346
#> [64,] 1.286031497 1.25113932 1.03207343 1.3178700322 1.389257949
#> [65,] 0.003003226 -0.02179385 0.24913152 7.0571042447 0.586908057
#> [66,] -1.087853409 -0.59561251 -0.02410328 0.3843339395 0.317416490
#> [67,] -1.067667313 -0.63420000 -0.74892069 1.2392766445 -1.614682141
#> [68,] -0.822204384 -0.35727802 -0.05142676 1.7549259442 -0.664780048
#> [69,] 0.403091652 0.56473599 0.29384267 0.4514258558 0.628111313
#> [70,] -0.189572131 -0.50754224 -0.02559365 0.8693126488 0.498376736
#> [71,] 0.292068123 0.52251673 0.31073355 3.8750304996 -0.126353714
#> [72,] 0.322347267 -0.01861605 -0.04298132 0.8405589704 -0.528363862
#> [73,] -0.363172558 -0.58017751 -0.51443555 -0.3805139064 -0.548408689
#> [74,] -0.005474934 0.14572125 0.26701598 0.5012655651 0.204385936
#> [75,] -0.644970460 -0.08081001 0.39767190 -0.3958492016 -0.104638485
#> [76,] -0.592486610 -0.07990207 0.31669504 0.4974317413 0.378107772
#> [77,] -1.213814649 -0.87253449 -0.76829552 -0.7140565761 -0.473797388
#> [78,] -0.360750226 -0.01362238 -0.14035226 -0.6507984836 -0.101297680
#> [79,] -0.469755145 -0.62012691 -0.83834298 0.3402449659 -0.498296621
#> [80,] -1.090275741 -0.89977272 -0.65353690 0.6047788074 -0.605759167
#> [81,] -0.772950309 -0.90068066 -0.81201309 -0.6987212810 -0.276689919
#> [82,] -0.987730372 -0.68459072 0.04445382 0.3555802611 0.176545898
#> [83,] -0.810900170 -1.12312618 -0.23474247 -0.0929771223 -0.067332834
#> [84,] -0.791521518 -0.11985147 0.14977342 1.7280891776 -0.217669039
#> [85,] -0.466525370 -0.36136375 -0.52933926 0.8156391158 -1.084051018
#> [86,] 1.468917528 1.98475559 1.73205131 0.0488743579 1.187139274
#> [87,] 1.347800951 2.14636907 2.13594202 2.0654656711 1.618659861
#> [88,] 1.860931515 2.75105772 1.69876634 1.1894369352 0.728892250
#> [89,] 1.898477654 2.59489188 2.19158257 1.2488612040 0.977225388
#> [90,] 0.161665942 0.10032421 0.63116346 0.4418412963 0.690472998
#> [91,] 0.717994752 -0.42537359 -0.62969095 1.7510921204 -0.221566644
#> [92,] -0.254571360 0.05901289 -0.37583098 -0.6718845144 -0.943737227
#> [93,] -0.026468474 0.15570860 -0.22878098 2.0347950808 -1.503321989
#> [94,] -0.828260213 0.14935302 0.23571818 1.1951876709 -0.568453516
#> [95,] -0.972388939 -0.45942137 -0.75587575 0.8405589704 -0.851308302
#> [96,] -1.109250671 0.23651534 1.35449049 1.0533361907 0.219419556
#> [97,] -0.923942308 -0.56837428 -0.66297592 0.4514258558 -0.549522291
#> [98,] 0.048220082 0.04266996 -0.32168081 -0.2635822809 -0.761106579
#> [99,] -0.411215466 0.46395454 0.50746261 -0.7006381929 0.104161799
#> [100,] -1.359154541 -1.16943117 -1.42356225 -0.0680572676 -1.111891056
#> [101,] -1.142355869 -1.17306294 -1.19603218 0.0009515606 -0.879705140
#> [102,] 1.018767584 0.68821595 0.41853710 -0.0546388844 0.619759301
#> [103,] 1.300161764 1.14037053 1.22830569 -0.6718845144 1.723895205
#> [104,] 1.596897378 1.15081185 0.71015315 0.2501501069 0.953839756
#> [105,] 1.762827088 1.81860240 1.48713357 -0.1274815364 1.437142814
#> [106,] 0.914607328 0.51979291 -0.08570530 0.1888089263 0.574101639
#> [107,] -0.996612254 0.09487656 1.51743779 -0.3766800827 2.777919040
#> [108,] -0.876706843 -0.75904188 0.15176058 -0.1830719813 1.158742435
#> [109,] -0.145970163 0.62602200 1.41360857 -0.1102293293 1.736701622
#> [110,] 1.713976735 1.84901842 1.73552884 -0.9594212986 0.883126060
#> [111,] 1.807640221 1.26521241 0.60185281 -0.7428102545 -0.068446436
#> [112,] 2.051891985 1.35782238 0.48411345 -0.4207690562 -0.236600265
#> [113,] 0.541971993 0.21109300 0.22876311 0.0967971553 0.340245321
#> [114,] 0.036915868 0.17840712 0.02855652 0.2213964285 -0.198181012
#> [115,] -0.205721008 -0.02406370 1.18309775 -0.5396175937 1.324112260
#> [116,] 0.143094734 -0.11349588 -0.21785159 -0.8999970299 -0.274462716
#> [117,] 0.376042283 0.03086673 -0.73749450 -0.4782764131 -1.105209447
#> [118,] 0.426103801 0.49754836 0.23025348 -0.4840271488 -0.042276800
#> [119,] -0.785465689 -0.76176570 0.01216243 -0.9709227700 0.497819935
#> [120,] -0.594908941 -1.11677060 -0.50400295 -0.0603896200 0.056276934
#> [121,] -0.273950013 0.60831715 1.21936346 -0.9095815894 0.627554512
#> [122,] -0.746304662 -0.01316841 1.33710282 0.2386486355 0.555170413
#> [123,] -0.854098416 0.24423284 1.39870485 -0.6239617171 1.152060826
#> [124,] -0.689379871 -0.76448952 -1.12896545 -0.0316359416 -0.491615012
#> [125,] -0.867017517 -0.95742697 -0.85374349 -0.6622999550 -0.276133118
#> [126,] -0.826645325 -0.97376990 -0.81250988 -0.1696535980 -0.307870762
#> [127,] -0.858135635 -0.81442627 -0.46972440 0.0258714152 -0.358539631
#> [128,] -0.762453539 -0.76131173 -0.42203251 -0.1984072765 -0.400856488
#> [129,] -1.002668083 -0.63102221 -0.81946494 -0.6239617171 -1.160332722
#> [130,] -1.195647162 -1.14083103 -1.11058420 -0.3977661135 -0.972690867
#> [131,] -1.202106713 -1.12539604 -1.33165600 -0.2539977214 -1.503878790
#> [132,] -1.118132553 -0.78083246 -1.03656241 -0.6373801003 -1.027257341
#> [133,] -1.266702221 -0.97967152 -1.10760346 -0.3517602280 -1.138617493
#> [134,] -1.221081644 -1.23434895 -0.92528133 -0.6853028977 -0.919794795
#> [135,] -1.217448146 -1.12766589 -1.19603218 -0.0239682940 -1.113561459
#> [136,] -1.109654393 -0.91202992 -0.80754197 -0.7773146686 -1.072915003
#> [137,] -1.032947228 -0.99601446 -0.76183724 -0.0354697654 -1.548979651
#> [138,] -1.070493366 -0.89886478 -0.68185396 -0.5568698008 -1.560115667
#> [139,] -0.428979231 -0.77493084 -1.16374079 -0.5952080386 -1.313452931
#> V41 V42 V43 V44 V45
#> [1,] -1.457597035 0.01994550 0.2493087443 1.63324661 0.4488344582
#> [2,] -0.753570592 -1.41174259 -0.9141007146 -0.44504815 -0.9861397419
#> [3,] 1.044600040 -0.13715221 -0.3193239688 0.02470340 0.0723313265
#> [4,] 1.936124935 1.40138777 0.5638541387 0.79971439 1.6238083825
#> [5,] -0.569096309 -0.22810352 -0.5497182577 -1.06742942 -0.9357025299
#> [6,] 1.268388514 -0.27071707 -0.4598481450 -0.34935802 -0.5009479703
#> [7,] -1.069898624 -0.38583726 -0.5235742249 -0.59609621 0.0971947409
#> [8,] -0.573330145 -1.45753626 -1.4108373375 -0.72895524 -0.3382702021
#> [9,] 0.356904107 -0.31205858 -0.2654019012 0.68029943 -0.0512753620
#> [10,] -0.067084326 0.06065098 -1.6289766111 -0.25604037 -0.3240625367
#> [11,] 1.921004092 2.27401152 0.1545366254 -0.61033111 -0.5322048341
#> [12,] 0.079285432 -1.25082874 -1.0243958529 -0.64038255 -0.6202923592
#> [13,] 0.695006153 -0.64342664 -0.7310924851 0.26590580 -0.0754283931
#> [14,] 2.348621528 1.96872042 1.7141915812 1.14530602 -0.3673959160
#> [15,] 3.674417029 3.24903500 2.5164865873 0.51185316 1.7033713084
#> [16,] -1.375339650 -0.57982432 0.1332945988 0.55060371 0.2357194780
#> [17,] 0.240776034 0.64770035 -0.7719425364 0.02944837 -0.3034614220
#> [18,] 0.526257547 0.82833092 0.6823192873 0.63838557 0.5248454678
#> [19,] 0.154284813 -0.26944503 -0.6567453919 -0.49961525 -0.3219313869
#> [20,] -0.529782118 -0.51940212 -1.3765232945 -1.01444398 -0.4469588420
#> [21,] -0.775344606 -0.77571945 -0.5636072751 -0.24101465 -0.7112214174
#> [22,] 0.242590535 0.59936259 0.1194055814 -0.88000329 -0.4199642778
#> [23,] -1.055987449 -1.18913449 -1.3593662730 -0.98043839 -0.7268498493
#> [24,] 0.379887788 -0.49268915 -0.5211232218 -1.06426611 -0.4931337543
#> [25,] -0.220107256 -0.85013416 0.7917974246 0.37029504 -0.7566859466
#> [26,] -0.750546423 -0.30188221 -1.2294631101 -1.16865534 -0.9904020415
#> [27,] 0.209929515 -0.38329317 0.3890159195 0.01125934 -0.6011120110
#> [28,] -0.560023803 -0.58491251 0.1847656633 -0.42685912 -1.0188173722
#> [29,] -0.976149399 -0.66505142 0.1046995629 -0.18644755 -0.9612763276
#> [30,] -0.107608185 0.50332309 1.5213793394 0.21292036 -0.8888172343
#> [31,] -0.423331384 -0.86094655 -0.8413876234 -0.77482323 -0.6146092931
#> [32,] 0.059930754 -0.29997414 0.3359108529 0.08480630 0.2712386414
#> [33,] 1.391169758 1.28563156 1.2125529522 1.33352297 -0.2544449765
#> [34,] 0.880085270 0.23873746 -0.1167077147 0.48812834 -0.4512211416
#> [35,] 0.303678740 1.49106703 1.5132093292 0.22082863 -0.2139531303
#> [36,] -0.202567078 -0.31714676 0.3497998703 0.92703762 0.7159385668
#> [37,] 0.771820035 0.04475041 -0.1828847977 -0.98202005 -1.3598013406
#> [38,] -0.850948820 -0.67268370 -0.6240653509 -0.60637697 -0.7822597442
#> [39,] -0.827360305 -0.17849372 -0.3258599770 -0.30823499 -0.3808931981
#> [40,] -0.576354314 -1.12044399 -1.6093685865 -1.34342823 -0.9854293587
#> [41,] -0.750546423 -1.35386449 -1.5611655260 -1.43595505 -1.0486534695
#> [42,] -0.728167576 -1.13825264 -1.4328963652 -1.06426611 -1.2425881015
#> [43,] -0.252768277 -0.73883011 -0.7474325056 -0.55339152 -0.4853195384
#> [44,] 1.319799380 0.86394821 0.2419557351 -0.38415443 -0.4178331280
#> [45,] 1.884109235 1.49615522 1.0475187452 0.06898975 -0.3460844180
#> [46,] -0.729982077 -0.73056181 0.0654835138 1.30900732 1.2394910348
#> [47,] -0.410629876 -0.56455977 -0.7621385241 -0.98755584 -0.8305658064
#> [48,] 0.038761574 0.15160229 -0.2000418192 -0.56209063 -0.6444453903
#> [49,] 0.139163970 0.07464349 -0.5047832013 -1.18209941 -0.8888172343
#> [50,] -1.470903377 -1.59936942 -1.5709695383 -1.39166871 -1.1651563253
#> [51,] -1.254977741 -1.42064692 -1.3601832740 -0.73449103 -0.6082158437
#> [52,] -0.575749480 -0.47615255 -1.0194938468 -0.83967109 -0.0448819126
#> [53,] -0.809820127 -0.38901738 -0.6690004073 -0.96462184 0.1476319528
#> [54,] -0.163857721 -0.05637727 -0.6591963950 -1.27067210 -0.5535163321
#> [55,] 0.774239370 0.68140957 -0.0652366502 -0.15086031 0.2115664469
#> [56,] 0.944802477 0.89384130 0.4364019789 0.03498416 0.4275229602
#> [57,] 0.647224290 0.10962477 -0.6828894247 -0.33986809 -0.2317127119
#> [58,] 1.212743813 0.78762544 -0.0962826891 -0.63168345 -0.1635159183
#> [59,] -1.402557167 -1.04030508 0.1774126541 0.49129165 0.0488886787
#> [60,] 0.007915054 -1.04793736 -0.6657324032 -0.70918455 -0.7815493609
#> [61,] -0.091277675 0.02439766 -0.6428563745 -1.08799094 -1.1893093564
#> [62,] -0.616273339 0.08799998 -0.2523298848 -0.52729421 -0.8973418335
#> [63,] -0.267284286 -0.34004360 -0.5979213181 -1.02235225 -1.0465223196
#> [64,] 2.170195582 1.26845893 0.9935966776 0.48496503 -0.0193081150
#> [65,] 0.413153643 -0.05828534 -0.7082164564 -0.18961086 0.5695996137
#> [66,] -0.004786454 0.13188558 0.0352544759 -0.20859072 0.0375225464
#> [67,] -0.971915563 -0.65360301 -0.7931845630 -0.44662981 -0.9243363977
#> [68,] -1.201147540 -1.50078583 -1.4214583508 -1.16153790 -1.1395825277
#> [69,] 0.691981985 0.57837382 1.0973558077 0.48338337 -0.5158660189
#> [70,] 0.861335425 0.76663667 0.6945743026 0.25878835 0.0652274938
#> [71,] 0.295211068 1.39121140 0.9086285711 -0.63563759 -0.1485978697
#> [72,] -0.753570592 -0.10725913 0.3759439031 -0.12159969 -0.6067950771
#> [73,] -0.342283666 0.04347836 0.0622155097 -0.21017237 -0.5350463671
#> [74,] 0.883109438 0.93009462 0.2730017740 0.48812834 0.2740801744
#> [75,] -0.610225002 -0.70003270 -1.2335481152 -0.53678414 -0.4135708284
#> [76,] 0.204486011 0.54148448 0.3783949062 -0.32563319 -0.3368494355
#> [77,] -0.966472059 -1.11090365 -0.4467761286 -0.39443519 -0.0910568250
#> [78,] 0.035132571 -0.08054615 -0.3797820446 -0.09629321 -0.2729149415
#> [79,] -0.693692054 -0.32414302 0.0009404328 -0.57474387 -0.9491998120
#> [80,] -0.085834172 0.04856654 -0.9712907863 -0.83097199 -0.4966856707
#> [81,] -0.414863712 -0.99451141 -1.3487452597 -0.07810418 -0.3624232331
#> [82,] -0.333211161 -1.02249643 0.1185885804 0.31335545 -0.4377238595
#> [83,] -0.797118619 -0.83932176 0.2901587955 -0.11369141 -0.6714399545
#> [84,] -0.979173567 -0.21919920 0.7223523375 -0.34619471 -0.9449375124
#> [85,] -1.098930643 0.01803743 -0.1101717065 -1.53085435 -0.0299638640
#> [86,] -0.095511511 -0.79988833 -0.4091940815 0.03182085 1.5712400207
#> [87,] 0.988350505 1.22520936 1.5998114378 1.21094470 1.9065409229
#> [88,] 1.356694237 0.64006807 -0.7866485548 -0.58660628 0.4637525068
#> [89,] 0.486338522 1.05984334 1.6880475484 1.81909108 2.5622246787
#> [90,] 0.026664899 0.95998771 1.3359201069 -0.29004595 -0.3709478324
#> [91,] -0.050148982 1.05602720 0.5377101059 -1.09431756 -0.5805108962
#> [92,] 1.783706839 2.30772075 2.7011288188 1.65697143 2.0493279597
#> [93,] 1.458306301 2.63908881 1.4445812431 0.68978936 2.7177986143
#> [94,] 1.793989012 1.79699417 0.0466924902 2.41537504 2.9408589602
#> [95,] 1.655482091 2.31535303 1.4061821950 1.87919397 2.6645198692
#> [96,] 0.607305265 1.27545519 1.7011195648 1.56049047 2.4357764571
#> [97,] 0.456096836 -0.49586927 -1.4230923529 -1.00099991 0.2691074916
#> [98,] -0.798933120 -1.23174804 -1.5766885455 -1.08957259 -1.0777791834
#> [99,] -1.043285941 -0.72102146 0.9658186428 0.69690681 -0.7559755633
#> [100,] -0.529177284 -0.55056726 -1.3773402955 -0.54469242 -0.2373957781
#> [101,] -0.364057680 -0.36739259 -1.2131230896 -0.37150119 0.0055552994
#> [102,] 0.983511835 1.01086956 1.4731762790 2.15914692 1.9186174385
#> [103,] 1.766771495 1.09673269 1.9535728814 2.82423287 2.1338635685
#> [104,] 0.858916090 0.73229142 1.8931148056 2.52134593 1.7587812033
#> [105,] 0.915165625 0.35512970 1.0417997381 2.18208092 1.6792182774
#> [106,] 0.849843584 0.78126521 1.3735021540 1.87128570 1.3822780716
#> [107,] 2.869383355 1.66279328 0.0769215281 -0.36991954 0.5717307635
#> [108,] 1.365161909 0.57201359 -0.2286368551 -1.08720011 -1.1466863604
#> [109,] 1.241775831 0.43844873 0.1161375773 0.74831060 1.6145734000
#> [110,] -0.341678833 -0.69876065 0.1700596449 1.44344800 1.5030432270
#> [111,] -0.148736878 -0.35721622 0.5074810680 1.18801071 0.6939166855
#> [112,] -0.168091557 0.34304526 1.4829802913 1.85942328 1.3858299879
#> [113,] -0.190470404 -0.77063126 -0.5268422290 0.06029064 -0.3070133383
#> [114,] 0.440371160 0.65596865 0.7623853877 -0.07494087 -0.6948826023
#> [115,] 0.188155501 -1.49760572 0.4993110578 0.94601748 1.5065951434
#> [116,] -1.438847190 -0.59063672 0.7672873938 1.94166935 1.6742455945
#> [117,] -1.028165098 -0.11552743 1.5859224204 2.00493555 0.8906928505
#> [118,] -0.604176665 -1.02949268 -0.4377891173 -0.49091615 -0.9584347945
#> [119,] 0.053882416 -0.46279606 -1.0734159144 -1.53085435 -1.2155935373
#> [120,] 0.323033419 0.68649776 0.5883641695 -1.00020908 -0.5940081783
#> [121,] 1.285928692 2.78346606 2.9764581641 2.74594095 2.6567056533
#> [122,] -1.051753613 0.53957641 1.7444206191 2.04526775 1.0711302005
#> [123,] -0.362243179 0.99687705 1.0434337401 1.68544122 2.0479071931
#> [124,] 0.482104686 1.04712288 1.1594478856 -0.12713548 0.0005826165
#> [125,] 0.110736786 1.08719234 1.0336297278 -0.72895524 -0.3908385638
#> [126,] -0.400347703 -0.01630782 -0.7408964974 -0.67676062 -0.0235704146
#> [127,] -0.292082468 -0.05574125 -1.0913899369 -0.81752792 -0.3979423965
#> [128,] -0.243090937 0.24255360 -0.6820724237 -1.19870679 -0.5847731958
#> [129,] -1.121309490 -0.44053525 -0.0840276737 -0.44267567 -0.8810030183
#> [130,] -1.363847809 -0.84440995 -0.0407266194 0.47231179 0.4971405204
#> [131,] -1.420097345 -1.10327137 -0.4990641942 0.03023920 0.1376865871
#> [132,] -1.532596416 -0.93726933 -0.1542897618 0.21924698 -0.0349365469
#> [133,] -1.548322092 -1.02122438 -0.3748800384 -0.10815562 -0.0931879748
#> [134,] -1.501145062 -1.48424923 -0.8528256378 -0.35489381 -0.3226417702
#> [135,] -1.238042397 -1.13380048 -0.4541291378 0.05159154 -0.1386525039
#> [136,] -1.039656939 -1.12362411 -0.4435081245 -0.67359731 -0.7865220438
#> [137,] -0.821311968 -1.25846102 -1.1199849728 -0.39285353 -0.7495821139
#> [138,] -0.864859995 -1.57392850 -1.6199895998 -0.69732213 -0.7808389776
#> [139,] -1.253768073 -0.46216004 -0.0121315836 -0.25999451 -0.4050462292
#> V46 V47 V48 V49 V5
#> [1,] -0.199060606 -0.22867881 0.66219756 -0.43133155 0.2353426947
#> [2,] -1.143706618 -0.86604521 -0.31714816 -0.35955550 0.6026660894
#> [3,] -1.165266586 0.13465673 -0.31388910 -1.12976773 0.2674233405
#> [4,] 1.611976717 1.73357780 1.04187735 0.39133239 -0.9660774918
#> [5,] -0.884188483 -1.07768510 -1.38774739 -0.85370600 -0.3485250595
#> [6,] -0.829090786 -0.13937412 0.17985758 -0.08901501 1.3902459447
#> [7,] 0.578695281 -0.13815077 -1.11235732 -0.70187205 0.5625652822
#> [8,] -0.754828674 -1.02263426 -0.65608977 -0.85922723 -0.7976541012
#> [9,] -0.052133416 -0.92843616 -0.64957166 -1.08559785 0.6251225415
#> [10,] -0.001826824 0.01721494 -0.30737099 -0.24084896 1.2956080395
#> [11,] -0.277315306 -0.54797369 -0.17537931 -0.05312699 0.9314927092
#> [12,] -0.893770691 -1.42511707 -1.07324868 -0.46169834 2.8194387166
#> [13,] 0.006158350 -0.77551716 -1.18568604 -0.28501884 1.5650854645
#> [14,] -0.334808554 0.08327595 0.42591615 0.10698881 -0.5602573220
#> [15,] 3.091629345 3.78391576 3.20751872 3.98013486 -0.2490750574
#> [16,] 0.026121283 -0.27271949 0.42102757 0.45482659 -0.9564532981
#> [17,] -0.161530292 0.48453540 0.31999690 0.07662202 -0.5313847408
#> [18,] 0.310393455 -0.23846563 -0.78808145 -0.55831995 -1.0815678168
#> [19,] -0.968831321 -0.91130923 -0.75060233 -0.88407279 0.5705854436
#> [20,] 0.249706138 -0.03294249 -0.15256593 0.13735560 -0.6276266783
#> [21,] -0.776388642 -1.29054835 -0.86792828 -1.19050131 -1.1665815283
#> [22,] 0.041293112 -0.61158799 -0.49313707 -1.09111908 -0.7655734554
#> [23,] -0.542423062 -0.99327382 -0.86303970 -1.19602254 0.2305305978
#> [24,] -0.036163069 -0.82689794 -0.52083903 -0.54175625 -0.7832178106
#> [25,] -0.211836884 0.12976332 -0.84837395 0.49623585 -0.8489831345
#> [26,] -0.683760631 -0.58345089 -0.14930688 0.14563746 -1.1681855606
#> [27,] -0.798747128 -0.94556309 -0.83859679 -1.00830057 -0.2025581210
#> [28,] -0.750836087 -0.78285727 -0.78319287 -1.43067501 -0.2057661856
#> [29,] -0.842665581 -1.12417248 -1.03576956 -0.73776007 -1.0061782991
#> [30,] -1.156482895 -0.53941022 -0.30737099 -0.47550143 -0.2410548960
#> [31,] -0.674178423 -1.06789829 -1.27856908 -1.25399550 -0.8778557158
#> [32,] 0.219362479 -0.17362797 -1.03739908 -1.01658242 -1.1008162043
#> [33,] -0.952860974 -0.70333939 -0.84511490 -0.17735476 -0.4993040949
#> [34,] -0.398689941 -0.24947580 -0.40514261 -0.32366748 1.2234265863
#> [35,] -0.233396852 -0.48925279 -0.29596430 -0.64942032 0.9459289999
#> [36,] 0.445342886 0.09550947 0.23037291 0.05453709 -0.7014121637
#> [37,] -0.884987000 -1.04587795 -1.35189779 -1.19050131 -1.1585613668
#> [38,] -1.195610245 -0.94066968 -0.74408423 -1.04970982 -0.3549411887
#> [39,] -0.762015330 -0.17974473 -0.02872188 -0.39268291 -1.0863799137
#> [40,] -0.902554381 -1.21225382 -1.16939077 -1.20706501 -0.7142444220
#> [41,] -1.083817817 -1.29544176 -1.34049110 -1.28712291 -0.4527871585
#> [42,] -1.039899364 -1.26363461 -1.02273334 -1.20982563 -0.2250145731
#> [43,] -0.757224226 -0.77796386 -0.61209254 -0.64389908 -0.9789097502
#> [44,] -0.530445302 -0.43909536 -0.11997539 -0.50862884 -0.8890839418
#> [45,] -0.666193249 -0.53084676 -0.30085289 0.07386141 0.0204023676
#> [46,] 0.621815217 -0.19687166 -1.16124313 -1.06075229 -0.6677274856
#> [47,] -0.770799021 -1.09603538 -0.76200902 -0.50310760 -0.7222645835
#> [48,] -0.365152213 -0.77062375 -0.98362469 -0.72671760 -0.9468291043
#> [49,] -0.579154859 -0.97492354 -1.12865259 -0.75708439 -0.3164444137
#> [50,] -1.285842704 -1.11438566 -1.10746874 -0.98621563 -0.2057661856
#> [51,] -0.850650754 -0.99327382 -0.83370821 -0.83990291 -0.0004500522
#> [52,] 0.446939920 0.84664760 0.91477425 0.64530918 0.0508789811
#> [53,] 0.875743731 0.77813988 0.20430048 0.34716252 -1.0013662022
#> [54,] 0.450932507 1.17450593 0.22385480 -0.32090686 1.5715015936
#> [55,] 0.200198063 0.88334816 1.24556823 2.28235523 -0.8955000710
#> [56,] 0.928445875 1.41183622 1.76701686 2.17193054 -0.6773516793
#> [57,] -0.723686498 -0.05863289 0.58723932 0.57629375 0.5160483457
#> [58,] 0.248109103 0.59341373 0.95388289 1.07596548 -0.9307887814
#> [59,] -0.778784194 -0.91375594 -0.96407037 -1.01382180 0.4246185051
#> [60,] -0.666991767 -0.82078118 -1.20361084 -1.17393760 1.4704475593
#> [61,] -0.560788961 -0.26904943 -1.02273334 -0.91443958 -0.7302847449
#> [62,] -0.821904130 -0.66786218 -0.79948814 -0.53899563 -0.5987540970
#> [63,] -1.007160153 -0.30330329 0.03157062 -0.61353229 -0.6196065168
#> [64,] 0.640979634 0.67415496 1.25371586 0.61494239 1.5474411093
#> [65,] 0.487664305 0.83563743 0.91803330 0.34716252 5.1372653781
#> [66,] 0.092398222 -0.48558273 0.16030325 0.28090770 -0.3004040908
#> [67,] -1.202796901 -0.54185693 -0.28455762 -1.16565575 1.0100902915
#> [68,] -0.864225549 -0.19197825 0.32977406 0.62874548 1.0084862592
#> [69,] -0.413861770 0.07960589 -0.24381944 -0.28501884 0.0444628519
#> [70,] -0.362756661 -0.10756697 -0.63001734 -0.67978711 1.3918499770
#> [71,] -0.268531615 -0.87460867 -0.19493363 -0.19391847 3.8781000291
#> [72,] -0.571968203 -0.43542530 -1.15472503 -0.43961341 0.9459289999
#> [73,] -0.504892747 -0.35101401 0.44547047 0.52108141 0.6572031874
#> [74,] -1.011152740 -0.52962341 -0.64468308 -1.00001871 -0.6228145814
#> [75,] -0.429832117 -0.07942987 0.05764305 0.45206597 0.7839217384
#> [76,] -0.348383349 -0.34122720 -0.27966903 0.30299264 0.4967999582
#> [77,] -0.365950730 -0.56143056 -0.71964132 -0.13042427 0.9651773874
#> [78,] -0.334808554 -0.27516619 -0.31388910 -0.42304970 -0.6019621616
#> [79,] -0.535236406 0.31081942 0.31184926 -0.21048217 0.6588072197
#> [80,] -0.161530292 -0.75105012 -1.36330448 -1.21810748 0.7374048020
#> [81,] -0.766007917 -0.41462832 -0.01568566 0.32783820 0.0877717238
#> [82,] -0.441011360 0.17747405 0.62634797 1.46245190 0.4117862467
#> [83,] -0.191873950 -0.21155189 -0.66749646 -0.39820415 -0.8858758772
#> [84,] -0.457780224 -0.72780643 -0.65934882 -0.02276020 1.5538572384
#> [85,] -0.121604425 -0.98348700 -0.50454376 -0.07245131 2.3173766093
#> [86,] 1.143247039 0.11141304 0.67197473 1.42932449 -0.3052161876
#> [87,] 1.759702425 -0.57488743 0.86425891 0.65635165 0.8384588363
#> [88,] 0.136316676 0.56405328 2.64370238 1.62808893 -0.6484790981
#> [89,] 2.131811504 -0.35835413 -0.23241275 -0.73223884 0.7518410926
#> [90,] -1.195610245 -0.09044004 1.81753220 1.46245190 -1.0302387835
#> [91,] 0.398230363 2.45046207 3.27269980 2.58050190 1.0197144853
#> [92,] 3.307229026 3.76434212 2.77569407 3.46389942 -0.2586992512
#> [93,] 3.239355053 1.70299400 0.42265710 1.22503881 1.4207225582
#> [94,] 2.784998687 2.62662476 0.91640377 0.01864906 -0.9003121679
#> [95,] 2.920746635 2.50673626 0.56442594 0.43826289 -0.0116782783
#> [96,] 3.205018807 2.39418788 2.52148786 2.09739387 2.6863040364
#> [97,] 1.409153313 1.65895333 0.26948156 1.02627437 -0.1079202158
#> [98,] -0.972823907 -0.90886253 -0.92822078 -1.17117698 -0.6099823231
#> [99,] -0.072096350 0.19093092 -0.26826235 0.20913165 -0.9259766845
#> [100,] -0.460974293 -0.15527769 -0.14278877 0.15667993 0.2978999540
#> [101,] 0.121144846 -0.15405434 -0.87770544 -0.64665970 0.1727854353
#> [102,] 1.246255776 1.22711007 1.41666856 1.24436313 0.1214564019
#> [103,] 1.921801444 2.30610654 2.11084706 1.50662177 -0.1335847324
#> [104,] 0.829429725 0.37076367 0.68827000 1.10909289 0.4294306019
#> [105,] 0.613830044 -0.13448071 1.16898046 1.08700795 -0.0982960220
#> [106,] 1.062596788 1.04850068 1.01254587 0.95173770 -0.0373427949
#> [107,] 0.901296286 0.91393196 0.92129235 1.87654449 -0.0886718283
#> [108,] -0.678969527 -0.22745546 0.15867372 0.62046363 -0.4624113522
#> [109,] 2.097475259 2.78076711 2.47912015 1.98696918 -0.5105323210
#> [110,] 1.465049527 1.83633937 1.39059613 1.05664116 -0.9083323293
#> [111,] 0.471693958 -0.47579592 -0.94125699 -0.69082958 -0.4688274814
#> [112,] 0.710450642 -0.18830820 -0.92007314 -0.69911143 -0.5827137741
#> [113,] -0.338801141 -0.43420195 -0.14115924 -0.50862884 -0.3389008658
#> [114,] -0.668588801 -0.65685201 -0.66912598 -0.82333921 1.2956080395
#> [115,] 1.599998957 1.01669353 -0.12649350 0.16772240 -0.5522371606
#> [116,] 0.755167613 0.09917952 -0.70334605 -1.17945884 -0.4977000626
#> [117,] -0.169515465 -1.03731449 -0.86466922 -0.63009600 -0.9981581377
#> [118,] -0.272524202 -0.53941022 -1.44152178 -0.84542415 -0.6581032918
#> [119,] -0.754030157 -0.55898385 -0.26011471 -0.46998020 -0.8922920064
#> [120,] -0.853844824 -0.57733413 0.05275447 0.13459499 -0.3372968335
#> [121,] 1.563267159 1.57576539 2.22002536 2.02009659 0.4214104405
#> [122,] -0.571169686 -0.01336886 1.38244849 1.50662177 0.8111902874
#> [123,] 0.212175823 -0.36447089 0.69641763 1.01247128 -0.5875258710
#> [124,] 0.440551782 0.73654592 0.88055418 1.19191140 -0.0774436022
#> [125,] -0.433824704 0.30225596 0.73063770 0.48795400 -0.9356008783
#> [126,] -0.320435242 0.38666724 0.19615285 -0.13594551 0.2898797926
#> [127,] 0.197802511 0.87600804 0.90499708 -0.07797254 -0.5538411929
#> [128,] 0.157876644 0.78303329 0.28903588 -0.63285662 0.1519330155
#> [129,] -0.728477602 -0.39872474 -0.20308127 -0.11938180 -0.6372508720
#> [130,] 0.517209446 0.70963217 0.40473230 0.01864906 -0.0646113439
#> [131,] 0.502836134 0.64601787 0.26133393 0.05177647 0.2417588238
#> [132,] 0.279251279 0.40624088 -0.02546282 0.02693091 -0.3389008658
#> [133,] 0.328759354 0.58485027 0.21570717 -0.17183353 -0.0309266658
#> [134,] 0.012546488 -0.06964305 -0.35299775 -0.60248983 -1.1729976575
#> [135,] 0.300811247 0.55059641 0.16356231 -0.10557872 -0.4463710293
#> [136,] -0.439414325 0.34629663 0.69478810 0.87996165 -0.6645194210
#> [137,] -1.241924250 -0.54797369 0.51879919 0.29747141 -0.0758395699
#> [138,] -0.701328012 -0.21889200 0.11141744 -0.01171773 -0.7318887772
#> [139,] -0.131985150 -0.30207993 -1.45944657 -1.06351291 -0.9516412012
#> V50 V51 V52 V53 V54
#> [1,] 0.84899443 0.65546704 -1.1908444710 -0.552790999 0.63585869
#> [2,] -0.99447726 -0.34842147 -0.5385761859 -0.207839489 -0.83500544
#> [3,] -0.67905435 -1.21157794 1.1550326947 0.898879940 -0.21220711
#> [4,] 0.63871249 0.73990626 -0.1151739658 -0.969607408 0.51659944
#> [5,] -1.09961823 -0.05757526 -1.1450712580 -0.710893775 -0.07969683
#> [6,] -0.30755625 0.30832802 0.8002902940 2.077464267 0.26482990
#> [7,] -0.17437769 -1.03331736 -0.5729060957 0.237722878 -0.87475852
#> [8,] -0.91036448 -0.93949600 -0.7903288574 0.237722878 -0.78200133
#> [9,] -0.94541147 0.23327094 -0.8246587671 -0.121601612 1.09964468
#> [10,] -0.97344907 -0.07633953 -1.1450712580 0.712031205 -0.53023179
#> [11,] 0.09197944 1.85638039 2.2879197161 0.395825654 0.11906859
#> [12,] -0.57391338 -0.08572167 -0.4470297599 -0.983980387 -0.17245403
#> [13,] -0.19540588 -0.51729991 0.7087438680 0.208976919 -0.62298899
#> [14,] 0.22515800 -0.25460011 0.1136920992 1.243831450 -0.90126058
#> [15,] 4.03827055 2.19413727 0.4798778031 0.654539287 0.05281345
#> [16,] -0.25148107 -0.51729991 -0.4584730632 -1.257067000 -0.35796842
#> [17,] -0.48980060 0.07377463 -1.0992980450 -0.739639734 -0.37121945
#> [18,] -0.56690398 -0.84567465 -0.2639369080 -0.480926101 -0.63624002
#> [19,] -1.00849606 -0.71432475 -0.8017721606 -1.271439979 -0.35796842
#> [20,] 0.30927078 -0.41409641 -0.4928029729 0.007755205 -0.99401778
#> [21,] -0.41970662 -0.66741407 -1.0649681353 -0.107228632 0.41059121
#> [22,] 0.16207342 -0.94887814 0.3540014674 0.611420348 -0.23870917
#> [23,] -0.16736829 -0.99578882 1.2008059076 0.151485001 0.33108504
#> [24,] 1.17142674 0.92754897 0.2967849511 -0.423434183 2.11997385
#> [25,] 3.04293602 0.44906006 0.8346202037 1.617528920 0.31783401
#> [26,] -0.94541147 -0.68617834 -0.5042462762 -1.027099326 0.25157887
#> [27,] -0.21643408 -0.26398225 0.1136920992 1.258204430 0.45034430
#> [28,] -0.94541147 -1.18343153 -1.2480609872 -1.027099326 -0.67599310
#> [29,] -0.90335509 -0.12325021 -0.0694007528 0.438944593 -1.12652806
#> [30,] -0.33559384 1.29345225 -0.2181636950 0.122739042 -0.11944992
#> [31,] -0.58092277 -1.31478143 -0.7102257346 -0.567163979 0.23832785
#> [32,] 1.26254892 -1.02393522 -0.4699163664 -0.883369530 0.55635252
#> [33,] 0.22515800 -0.90196746 -0.7903288574 0.367079695 0.96713440
#> [34,] -0.60195097 -0.86443892 0.4112179836 0.338333736 0.35758710
#> [35,] -0.90335509 -0.87382106 -1.2137310775 -0.006617775 -0.49047871
#> [36,] -1.17672161 -0.60173912 0.3654447706 1.991226389 -0.90126058
#> [37,] -0.88232689 -0.49853563 -0.7903288574 -1.084591244 -0.94101366
#> [38,] -1.10662763 -1.38045638 -0.9047618898 -0.940861448 -0.42422356
#> [39,] -0.77017652 -0.80814611 -0.7559989476 -0.452180142 -0.03994375
#> [40,] -1.09260883 -1.34292783 -1.0306382255 -0.423434183 -1.07352395
#> [41,] -0.60896037 -0.65803194 -0.6072360054 -0.897742510 -1.29879142
#> [42,] -0.75615773 -1.08022804 -0.6758958249 -0.710893775 -1.17953217
#> [43,] -0.34260324 -1.24910648 -0.9505351028 -1.156456142 -1.20603423
#> [44,] 0.21113921 0.84310975 -1.0077516191 -0.797131653 -0.46397665
#> [45,] -0.19540588 -0.97702455 -0.4584730632 0.812642062 0.64910972
#> [46,] -0.11129310 -0.34842147 -1.1794011678 -0.524045040 0.11906859
#> [47,] -0.46877241 -0.75185329 0.1022487959 -0.854623571 -0.78200133
#> [48,] -0.72111074 -1.30539929 -0.7102257346 -1.127710183 -1.11327703
#> [49,] -0.75615773 -0.20768943 -0.6530092184 -0.581536959 -0.39772151
#> [50,] -0.66503555 -0.35780360 -0.6186793087 -1.156456142 0.07931551
#> [51,] -1.37999415 0.24265307 -0.0465141463 -0.322823326 -0.58323590
#> [52,] -0.04820852 -0.37656787 -0.0121842366 -0.437807163 -0.45072562
#> [53,] 1.41675567 -0.46100709 -1.1794011678 -0.969607408 -0.07969683
#> [54,] -0.28652806 -0.64864980 -0.9734217093 -0.854623571 -0.43747459
#> [55,] 1.36768989 -0.17954303 -0.4355864567 -1.012726346 0.02631139
#> [56,] 1.08731396 -0.32027506 0.4684344998 0.496436511 -0.42422356
#> [57,] -0.95242087 0.87125616 -0.2067203918 0.065247123 -0.34471740
#> [58,] -0.16736829 0.74928839 -0.5500194892 -0.955234428 -0.21220711
#> [59,] 0.58964670 -1.26787075 0.8803934167 -0.797131653 1.16589982
#> [60,] -0.36363143 -0.72370689 0.5370943193 -0.437807163 -0.42422356
#> [61,] 0.80693804 -0.28274652 -0.1495038755 0.237722878 -0.79525235
#> [62,] -0.84727990 -0.50791777 0.2052385251 -0.380315244 -0.99401778
#> [63,] -0.42671602 -0.80814611 1.0520429654 2.178075124 0.45034430
#> [64,] 0.24618620 0.99322392 -0.5729060957 0.367079695 0.66236075
#> [65,] -0.06923672 -0.05757526 2.6426621168 1.531291042 0.56960355
#> [66,] -0.34961264 -0.76123543 0.6858572615 1.128847613 0.64910972
#> [67,] -0.99447726 0.89002043 -0.4813596697 2.278685981 -0.03994375
#> [68,] 0.43543994 0.49597073 2.2879197161 0.108366062 -0.30496431
#> [69,] 0.14805462 -0.27336438 -0.6072360054 1.013863777 0.86112617
#> [70,] -0.13933070 -0.54544631 -0.1609471788 -0.035363734 -0.66274207
#> [71,] -0.62297916 1.28407012 1.2923523336 1.373188266 1.93445945
#> [72,] -0.42671602 -0.23583584 -0.1266172690 -0.883369530 1.68268992
#> [73,] -0.20241528 0.47720646 1.5784349148 0.697658225 1.93445945
#> [74,] -0.96643967 0.56164568 -0.9848650126 0.467690552 0.02631139
#> [75,] 0.54759031 0.50535287 0.2510117381 0.122739042 1.72244300
#> [76,] 0.77189105 0.21450667 -0.3783699405 1.071355695 -0.45072562
#> [77,] -0.06222732 0.82434548 -0.1838337853 1.243831450 -0.74224824
#> [78,] -1.07158064 -0.15139662 -1.0420815288 0.266468838 -0.05319478
#> [79,] -0.06923672 -0.20768943 -1.1908444710 -0.509672061 0.51659944
#> [80,] -0.50381940 -0.09510381 1.4182286693 -0.466553122 2.01396562
#> [81,] -0.81924231 0.50535287 0.2510117381 0.252095858 -0.19895609
#> [82,] 0.85600383 1.44356642 -0.8475453736 0.798269083 -0.34471740
#> [83,] -0.13933070 1.79070544 -0.1495038755 -0.581536959 1.66943889
#> [84,] 0.48450573 0.08315677 -0.1495038755 0.367079695 3.08729890
#> [85,] 1.89339474 0.80558121 1.6356514310 1.459426144 0.39734018
#> [86,] 2.07563909 0.41153151 -0.6644525216 -0.322823326 2.54400675
#> [87,] 1.86535715 0.28956375 1.9102907090 4.118427369 2.42474750
#> [88,] -0.01316153 2.98223665 1.1779193012 1.028236756 3.19330713
#> [89,] -0.34260324 -0.20768943 3.7068893188 1.574409981 -0.38447048
#> [90,] -0.02718033 0.43029578 0.5142077128 1.344442307 1.31166113
#> [91,] 0.05693245 1.86576252 3.5810129831 1.818750634 2.37174338
#> [92,] 3.98920476 5.96575576 2.8028683623 0.568301409 2.13322488
#> [93,] 1.19946433 1.20901303 0.2853416479 1.344442307 0.31783401
#> [94,] 0.47048693 2.04402310 2.3794661421 0.654539287 2.96803965
#> [95,] 0.91908841 1.68750195 3.7526625318 2.494280675 0.80812206
#> [96,] 4.36070286 0.75867053 0.9032800232 3.701610961 1.69594095
#> [97,] 1.81629136 0.08315677 -1.1221846515 -0.768385693 1.04664056
#> [98,] -0.59494157 -0.27336438 -0.4012565470 -1.285812959 -0.82175441
#> [99,] 0.19011101 -0.47977136 0.4226612868 -0.250958428 -0.87475852
#> [100,] -0.01316153 -0.85505678 -0.3097101210 -0.595909938 -1.12652806
#> [101,] -0.83326110 -1.15528512 -0.8933185866 -1.070218265 -1.20603423
#> [102,] 0.33730837 -0.31089292 -0.4126998502 0.323960756 -0.55673385
#> [103,] 1.47984025 0.85249188 -0.0007409333 -0.782758673 -0.09294786
#> [104,] 0.40740235 -0.77999970 0.3768880739 0.237722878 0.02631139
#> [105,] 0.15506402 0.48658860 1.0291563589 0.697658225 -0.37121945
#> [106,] 0.43543994 -0.38595001 -0.4584730632 -0.595909938 -1.21928526
#> [107,] 2.03358270 -1.26787075 -0.6186793087 -1.113337204 -1.06027292
#> [108,] 0.09197944 0.04562823 -0.4813596697 -0.754012714 -1.27228937
#> [109,] 0.87002262 0.17697813 0.9833831460 -0.940861448 -1.21928526
#> [110,] 0.51254332 0.06439250 -0.5729060957 -0.912115489 -1.13977909
#> [111,] -0.56690398 -1.09899231 -0.2639369080 -0.409061203 -0.29171328
#> [112,] -0.72812013 -1.08961017 -0.4241431534 -0.797131653 -0.84825647
#> [113,] 0.11300763 -0.71432475 -0.0922873593 -0.624655897 1.00688748
#> [114,] -0.60195097 -0.37656787 -0.1037306625 0.151485001 -0.17245403
#> [115,] 0.44945874 -0.34842147 -1.0420815288 0.467690552 0.34433607
#> [116,] -1.00849606 -1.13652085 -0.8589886768 0.007755205 -0.42422356
#> [117,] -0.81924231 -0.07633953 -0.9505351028 -1.127710183 -0.31821534
#> [118,] -0.35662204 -0.34842147 -0.8818752833 -0.667774836 0.34433607
#> [119,] -1.02251485 -0.66741407 0.0335889764 -0.092855652 -0.91451161
#> [120,] -1.07158064 -0.41409641 0.1709086154 -0.912115489 0.03956242
#> [121,] 1.07329517 1.92205534 0.5142077128 -0.983980387 -0.23870917
#> [122,] 0.68076888 1.72503049 0.4112179836 1.373188266 0.45034430
#> [123,] -0.41269722 1.56553419 0.1136920992 -1.213948061 -0.58323590
#> [124,] 0.14805462 -0.10448594 -0.2982668177 -1.142083163 -1.23253628
#> [125,] -0.18839648 0.34585656 -0.4012565470 -0.006617775 -0.23870917
#> [126,] -0.74213893 0.57102782 -0.1151739658 0.065247123 -0.71574618
#> [127,] -0.33559384 0.25203521 0.2166818284 -0.624655897 -0.38447048
#> [128,] -0.41970662 -0.22645370 -0.2639369080 -0.595909938 -0.88800955
#> [129,] -0.71410134 -0.68617834 -0.5500194892 -0.337196305 -1.12652806
#> [130,] 0.11300763 0.39276724 -0.0808440560 -0.150347571 -0.51698076
#> [131,] -0.42671602 1.11519168 0.3883313771 -0.682147816 -1.33854451
#> [132,] -0.06222732 0.03624609 0.0107023699 -1.098964224 -1.17953217
#> [133,] -0.23045287 0.22388880 -0.4012565470 -0.466553122 -0.35796842
#> [134,] -1.02952425 0.37400297 0.1136920992 -0.006617775 -0.14595197
#> [135,] -0.46877241 -0.30151079 -0.1266172690 -0.926488469 -0.76875030
#> [136,] 0.61067490 0.38338511 -0.1723904820 -0.078482673 1.16589982
#> [137,] -0.16736829 -1.04269950 -0.8017721606 -0.150347571 0.31783401
#> [138,] 0.22515800 -0.06695740 0.3311148609 -1.070218265 -0.79525235
#> [139,] -0.60896037 0.17697813 0.1709086154 0.367079695 -0.84825647
#> V55 V56 V57 V58 V59
#> [1,] -0.30056585 1.42394972 1.518056575 0.037322194 0.103965048
#> [2,] 0.01195723 1.82196365 0.887753046 -0.495148408 -0.496848281
#> [3,] 1.23363833 2.70091107 3.661088575 1.254397857 0.183019433
#> [4,] -0.11589312 -0.13493818 -0.530429894 -0.571215637 -0.686578805
#> [5,] 0.23924674 -1.09680517 -0.183762953 -0.510361854 0.372749958
#> [6,] -0.32897704 0.94301622 0.131388811 0.934915496 -0.749822314
#> [7,] 0.39550827 0.26307575 0.021085694 -0.525575300 -0.560091789
#> [8,] -0.52785536 0.19674010 -0.656490600 -1.194966914 -0.481037403
#> [9,] -0.18692109 1.17519101 1.171389634 -0.434294625 1.669241877
#> [10,] 1.68821735 -0.08518643 1.076844105 -0.495148408 1.843161524
#> [11,] 0.21083555 -0.94754995 -0.609217836 -0.677709757 0.451804343
#> [12,] 0.39550827 -1.24606040 1.533814164 0.189456652 0.515047851
#> [13,] -0.72673368 -0.45003254 -0.546187483 0.006895303 -0.876309330
#> [14,] -0.81196724 -0.91438212 -0.940127188 1.223970965 0.404371712
#> [15,] 1.54616141 0.95960013 -0.861339247 1.193544074 0.356939081
#> [16,] -0.41421060 -0.91438212 -0.861339247 -0.677709757 -0.212252493
#> [17,] -0.21533228 -0.10177035 0.336237458 1.193544074 0.183019433
#> [18,] -0.89720081 -1.16314083 -1.208006188 -0.875484553 -0.417793895
#> [19,] 0.49494743 -0.45003254 -1.144975835 -0.951551782 -0.955363715
#> [20,] -0.07327634 -0.56611993 0.525328517 -0.936338336 0.119775925
#> [21,] 1.37569428 0.97618405 0.241691929 0.159029761 -0.496848281
#> [22,] 0.26765792 0.21332401 -0.467399542 -0.951551782 -0.275496002
#> [23,] 0.33868590 -0.35052905 -0.404369189 -0.768990432 -0.180630739
#> [24,] 1.56036700 0.13040444 0.178661576 0.204670098 -0.986985469
#> [25,] -0.54206095 -0.13493818 -0.057702248 0.356804556 -0.386172141
#> [26,] 1.34728309 0.32941141 2.290178399 1.528239881 -0.591713543
#> [27,] -0.40000501 0.79376099 2.101087340 0.082962532 -0.101576354
#> [28,] -0.55626654 -0.30077731 0.935025811 0.767567592 -0.512659158
#> [29,] -0.78355605 -1.04705343 0.462298164 -0.358227396 -0.575902666
#> [30,] -0.95402318 0.26307575 0.225934341 -0.586429083 -0.196441616
#> [31,] 0.29606911 -0.45003254 0.084116047 -0.479934962 -0.401983018
#> [32,] 0.18242436 -1.01388560 0.336237458 -0.495148408 -0.212252493
#> [33,] -0.34318263 1.93805104 1.817450752 0.311164218 -0.212252493
#> [34,] -0.04486515 -0.49978428 -0.861339247 0.615433134 -0.433604772
#> [35,] 0.42391946 -0.20127383 -0.120732600 -0.130025709 -0.844687576
#> [36,] 1.54616141 0.44549881 -0.735278541 0.219883544 0.151397679
#> [37,] -0.25794906 -0.69879124 -0.483157130 -1.042832456 -0.496848281
#> [38,] 0.29606911 -0.51636819 -0.845581659 -0.266946721 -0.401983018
#> [39,] -0.59888333 0.34599532 -0.672248189 -0.403867733 -0.528470035
#> [40,] -0.61308892 -0.54953602 -1.050430306 -0.616855974 0.040721539
#> [41,] -1.16710710 -0.59928776 -0.703763365 -0.905911444 -0.955363715
#> [42,] -1.09607913 -0.86463038 -0.404369189 -0.479934962 -0.939552838
#> [43,] -0.75514486 -1.03046952 -0.782551306 -0.723350095 -0.512659158
#> [44,] 0.43812506 0.39574706 -0.467399542 -0.753776986 -0.164819862
#> [45,] -0.17271550 -0.18468992 0.808965105 -0.221306384 -0.085765477
#> [46,] -1.15290150 -0.98071778 -0.404369189 -0.601642529 -0.259685125
#> [47,] -0.28636025 -0.99730169 -0.577702659 -0.875484553 -1.176715994
#> [48,] -0.58467773 -0.74854298 -0.908612012 -0.692923203 -1.224148625
#> [49,] -0.08748193 -0.61587167 -0.877096835 -0.951551782 -0.544280912
#> [50,] -0.57047214 -0.06860252 -0.120732600 -0.388654288 -0.449415649
#> [51,] -0.71252808 -0.26760949 -0.546187483 -0.419081179 -0.164819862
#> [52,] -0.25794906 -0.35052905 -0.057702248 -0.951551782 -0.481037403
#> [53,] 0.38130268 0.09723662 -0.357096424 -0.312587059 -0.844687576
#> [54,] 0.12560198 -0.26760949 -0.357096424 -0.297373613 -0.639146174
#> [55,] -0.89720081 -0.40028080 0.099873635 -0.373440842 -0.243874248
#> [56,] -0.79776165 -0.49978428 2.747148457 0.311164218 -0.734011436
#> [57,] -0.65570570 -0.11835426 0.320479870 1.208757520 2.159379066
#> [58,] 0.16821876 -0.84804647 0.761692340 -0.206092938 0.388560835
#> [59,] 0.46653624 -0.98071778 -0.735278541 -0.723350095 0.483426097
#> [60,] -0.78355605 0.57817012 -0.798308894 -0.647282866 -0.038332846
#> [61,] -0.32897704 -1.09680517 -0.766793718 -1.118899685 -0.623335297
#> [62,] 0.29606911 0.06406879 0.273207105 -0.997192119 -0.876309330
#> [63,] 1.98653483 -0.66562342 -1.034672718 -0.510361854 0.088154171
#> [64,] -0.42841620 0.62792186 1.738662811 0.889275158 3.930197296
#> [65,] 1.23363833 -1.12997300 0.351995046 0.691500363 1.495322229
#> [66,] 2.79625370 0.14698836 2.495027046 2.167204604 1.685052754
#> [67,] 0.63700337 1.75562799 2.305935987 -0.373440842 0.467615220
#> [68,] 0.92111526 0.67767360 -0.719520953 0.295950773 2.285866082
#> [69,] -0.78355605 0.79376099 -0.278308483 -0.571215637 0.799643638
#> [70,] -0.88299521 0.29624358 -0.057702248 0.387231447 1.226537319
#> [71,] -0.15850990 1.15860710 1.376238281 0.980555833 0.799643638
#> [72,] 0.50915303 0.04748488 2.116844928 3.642908845 1.115861180
#> [73,] 0.05457401 -0.66562342 -0.530429894 0.965342387 0.309506449
#> [74,] -0.57047214 1.39078189 0.903510634 -0.069171926 2.570461869
#> [75,] 1.00634883 -0.43344862 -0.089217424 -0.403867733 0.119775925
#> [76,] -0.27215466 0.22990793 -0.451641953 -0.556002191 -0.322928633
#> [77,] 0.04036842 -0.51636819 -0.278308483 0.493725568 -0.164819862
#> [78,] 0.26765792 0.34599532 -0.498914718 -0.875484553 -0.069954600
#> [79,] -1.15290150 0.86009665 -0.561945071 2.471473520 -0.101576354
#> [80,] -0.20112669 0.49525055 0.367752635 -0.206092938 0.214641187
#> [81,] 1.46092784 -0.64903950 -0.278308483 0.265523881 -0.006711092
#> [82,] 3.96111243 0.32941141 0.682904399 3.140865134 0.720589253
#> [83,] -0.86878962 0.09723662 0.635631635 0.478512122 0.230452064
#> [84,] -0.40000501 -0.23444166 -0.971642365 -0.038745035 0.989374163
#> [85,] 1.30466631 -0.43344862 -0.609217836 0.508939014 1.084239425
#> [86,] 1.37569428 2.17022583 0.667146811 1.817295351 2.001270295
#> [87,] 1.16261036 2.78383064 0.903510634 -0.130025709 -0.923741961
#> [88,] 0.92111526 4.06079200 1.848965928 1.315251640 2.554650992
#> [89,] 0.43812506 1.42394972 0.304722282 1.878149134 1.495322229
#> [90,] 0.67962016 -0.53295211 -0.892854424 1.223970965 -0.386172141
#> [91,] 0.67962016 1.32444623 1.470783811 1.710801231 1.953837664
#> [92,] 0.48074184 1.40736580 0.178661576 2.182418050 0.230452064
#> [93,] 0.48074184 0.94301622 0.777449929 0.752354146 1.115861180
#> [94,] 4.01793481 1.54003711 0.761692340 0.326377664 4.436145362
#> [95,] -0.08748193 -0.58270385 1.880481105 0.737140700 0.499236974
#> [96,] 5.02653201 5.18849814 4.275634516 5.453308893 2.523029238
#> [97,] 0.13980758 0.66108968 -0.656490600 0.128602869 -0.212252493
#> [98,] -0.76935046 -0.86463038 -0.089217424 -0.525575300 -0.986985469
#> [99,] -0.44262179 -0.26760949 -0.845581659 -0.236519830 -0.860498453
#> [100,] -0.96822878 -0.33394514 -0.719520953 0.295950773 -0.085765477
#> [101,] -1.13869591 -0.86463038 -1.003157541 -0.297373613 -0.907931084
#> [102,] -0.76935046 -0.21785774 -0.372854012 -0.556002191 -1.287392134
#> [103,] 0.12560198 0.18015619 -0.010429483 -0.936338336 -0.560091789
#> [104,] -1.02505116 0.26307575 -0.183762953 -0.327800504 -1.050228978
#> [105,] -0.49944417 -0.96413386 -0.420126777 -0.449508071 -0.892120207
#> [106,] -0.68411689 -0.03543469 -0.829824071 -0.282160167 -0.560091789
#> [107,] -0.14430431 -1.01388560 0.005328105 0.402444893 -0.006711092
#> [108,] -0.25794906 -0.38369688 -1.066187894 -0.175666047 -0.149008985
#> [109,] -0.40000501 0.84351274 0.383510223 -0.479934962 0.024910662
#> [110,] -0.81196724 -0.38369688 -0.262550895 -0.708136649 -0.639146174
#> [111,] -0.81196724 -0.86463038 -1.113460659 -1.088472794 -0.813065822
#> [112,] -1.09607913 -1.21289257 -0.656490600 -0.875484553 -0.892120207
#> [113,] 0.25345233 0.74400925 -0.041944659 1.117476845 1.210726442
#> [114,] -0.93981759 -0.93096604 -0.908612012 -0.479934962 -0.164819862
#> [115,] 1.11999358 0.84351274 0.415025399 0.615433134 0.483426097
#> [116,] -1.12449031 -0.45003254 -1.081945482 -1.149326577 -0.038332846
#> [117,] -0.30056585 0.22990793 0.036843282 0.052535640 -0.686578805
#> [118,] 0.22504114 -0.76512690 -0.435884365 0.356804556 -0.022521969
#> [119,] -0.49944417 -0.15152209 -0.672248189 -0.556002191 -0.575902666
#> [120,] -0.86878962 -0.31736123 0.273207105 -0.206092938 -0.481037403
#> [121,] 0.39550827 -0.10177035 -0.435884365 -0.921124890 -0.639146174
#> [122,] -0.17271550 -0.59928776 -0.640733012 -0.829844215 -0.449415649
#> [123,] 0.08298520 -0.64903950 -0.420126777 -0.464721517 -0.797254945
#> [124,] -0.51364976 0.18015619 -1.176491012 0.067749086 0.420182589
#> [125,] -0.96822878 -0.61587167 -0.987399953 -0.190879492 -0.370361264
#> [126,] -0.92561200 -0.03543469 -0.782551306 -0.540788745 -0.971174592
#> [127,] -0.03065956 -0.71537516 -0.435884365 -0.388654288 -0.560091789
#> [128,] -0.30056585 -1.22947648 -0.467399542 -0.708136649 -1.303203011
#> [129,] -0.20112669 -0.64903950 -0.199520542 -0.571215637 -0.971174592
#> [130,] -1.05346234 -0.89779821 -0.467399542 -0.981978673 -0.939552838
#> [131,] -0.93981759 -0.31736123 -0.940127188 -0.282160167 -1.050228978
#> [132,] -0.48523857 -1.08022126 -0.924369600 -0.981978673 -0.892120207
#> [133,] -0.78355605 -0.91438212 -0.877096835 -1.042832456 -0.765633191
#> [134,] -0.84037843 -0.91438212 -0.735278541 -0.571215637 -0.417793895
#> [135,] -0.44262179 -0.58270385 -0.609217836 -0.905911444 -1.239959502
#> [136,] -0.85458402 0.32941141 -0.294066071 0.508939014 1.732485385
#> [137,] -0.42841620 -0.30077731 -0.782551306 -0.753776986 -0.338739510
#> [138,] -0.44262179 0.13040444 0.887753046 0.858848267 -0.101576354
#> [139,] -0.76935046 -0.33394514 -0.688005777 -0.692923203 -0.354550387
#> V6 V60 V7 V8 V9
#> [1,] -0.147039201 -0.62614661 0.45676156 0.224678350 0.9757097269
#> [2,] 2.332465731 -0.40696245 1.41578526 2.301101689 1.1544424599
#> [3,] 1.862027413 0.21405936 1.84322694 2.621401034 2.9268753952
#> [4,] -1.106547058 0.92640790 -0.22869947 -0.134277813 -0.9927020823
#> [5,] -0.670265977 0.50630491 -0.05616847 1.181158462 1.3323912774
#> [6,] 0.977044438 0.67069304 -0.79913983 0.003782250 0.1714124286
#> [7,] -0.246405710 -0.24257432 -0.33905714 -0.866548384 -0.3130473477
#> [8,] -1.236965602 -0.55308522 -1.31984152 -1.243176234 -1.2082788435
#> [9,] 0.789179631 0.65242769 0.22827455 -0.453472677 -0.7128442504
#> [10,] 1.883763837 0.12273262 1.44687193 0.701813926 -0.3177508406
#> [11,] -0.421849704 0.15926331 -1.05249617 -1.301713701 -0.6485631797
#> [12,] 2.295203290 -0.05992085 2.64526298 2.995819923 2.4447673655
#> [13,] 3.088582764 -0.71747335 2.74007731 1.065188010 1.5409127992
#> [14,] -0.480848569 0.23232470 -0.73696649 -0.295531966 0.3830696123
#> [15,] -0.005752445 1.23691880 1.73753227 1.090591061 -1.4026898864
#> [16,] -0.035251878 -0.46175849 -0.34527448 -1.057623510 -0.7316582223
#> [17,] -0.410981492 -1.00971890 -0.39190448 -1.195683573 -0.8845217439
#> [18,] -1.443461629 -0.40696245 -1.09446317 -1.311654025 -1.0656062233
#> [19,] 1.014306879 -0.07818620 0.67436823 -0.307681251 -0.7645826731
#> [20,] -1.365831544 -0.15124759 -1.44729685 -0.824578125 0.0248202309
#> [21,] -0.452901738 0.15926331 0.30288255 0.059006275 -0.0590587271
#> [22,] -0.881419810 -0.79053474 -0.54112048 -0.756100334 -1.0154356316
#> [23,] -0.510348001 -0.38869710 -1.29186351 -1.257534481 -0.9190140257
#> [24,] -0.791368911 -0.24257432 -0.37480681 -0.805801956 -0.9197979412
#> [25,] -0.625240528 0.70722373 0.65105323 0.102081014 -0.6979498559
#> [26,] -1.367384146 -0.51655453 -0.41055648 -0.421442743 0.1259453298
#> [27,] -0.581767680 1.01773463 -0.34993748 -0.557293844 -1.1628117448
#> [28,] -0.154802209 -0.46175849 -0.62505449 -0.249143785 -0.8664916875
#> [29,] -0.914024446 0.08620193 -1.88406454 -1.104011691 -0.8414063916
#> [30,] -0.443586128 0.76201977 -0.42765415 -0.580487935 -0.8790343354
#> [31,] -0.966812904 -0.75400404 -1.20482084 -1.480639542 -1.1283194630
#> [32,] -0.997864938 0.25059005 0.08372154 -0.008367036 -0.9166622792
#> [33,] 1.143172821 -0.20604363 -0.10435280 -0.412606899 -1.0044608147
#> [34,] 1.039148506 -0.84533078 -0.50537082 -0.049232814 -0.2127061642
#> [35,] 1.245644534 1.30998019 0.27490455 0.054588353 -1.0797167023
#> [36,] -0.448243933 -0.24257432 -0.25201447 -0.784816827 -1.2278767309
#> [37,] -0.487058976 -0.79053474 -0.73696649 -0.836727410 -0.8923608988
#> [38,] -0.619030121 -0.66267731 -0.39190448 -0.751682412 -1.0099482232
#> [39,] -0.727712241 0.37844748 -0.54422915 -0.320935017 -0.6987337714
#> [40,] -0.597293697 -0.15124759 -0.57842449 -0.863234942 -0.4800213482
#> [41,] -0.469980357 -0.91839217 -0.48827315 -0.504278780 -0.1202041358
#> [42,] -0.480848569 -0.66267731 -1.15974518 -0.542935598 -0.4980514046
#> [43,] -0.718396630 -0.64441196 -1.26388551 -0.493233975 -0.8061301943
#> [44,] -0.426507509 -0.05992085 -0.84576983 -0.728488321 -1.3697654356
#> [45,] 0.405687008 0.03140588 -0.13077647 -0.811324359 -1.3399766468
#> [46,] -1.291306662 -0.99145356 -0.54889215 -0.468935404 -0.8029945323
#> [47,] -0.459112145 -0.90012682 -0.52713148 -0.540726637 -0.5591968132
#> [48,] -1.236965602 -0.57135057 -1.11622384 -0.908518643 -0.6352366163
#> [49,] -0.726159639 -0.79053474 -0.98410550 -0.984727797 -0.6861911235
#> [50,] -0.338009211 -0.49828918 -0.37480681 -0.810219878 -0.7238190673
#> [51,] 0.696023528 -0.22430898 -0.14165680 -0.872070786 -0.4290668410
#> [52,] -0.111329362 -0.86359613 0.59354289 0.743784185 0.6519526273
#> [53,] -0.095803344 0.21405936 -0.29709014 -0.361800796 0.3430899221
#> [54,] 0.860599309 -0.24257432 -0.55666382 -0.641234362 -0.0668978821
#> [55,] -0.920234853 -0.77226939 0.27801321 0.634440615 0.0067901745
#> [56,] -0.848815174 -0.53481988 1.39091593 1.891339424 0.7624847122
#> [57,] -0.167223023 1.94926734 0.89819224 0.383723542 -0.3326452350
#> [58,] -0.383034661 0.43324352 -0.88307383 0.667575030 0.7930574165
#> [59,] 2.338676138 0.19579401 1.64582660 0.739366263 1.2163717841
#> [60,] 4.257691853 -0.24257432 3.86075169 2.413758700 1.2265626855
#> [61,] -0.589530688 0.19579401 0.02776554 -0.350755991 -0.2675802489
#> [62,] 0.222480006 -0.95492286 1.09092958 0.290947180 -0.3890871507
#> [63,] -0.943523879 0.34191679 -1.37424318 -0.725174880 -0.3655696859
#> [64,] 1.284459576 6.80784968 1.51059960 -0.695353907 -0.4847248412
#> [65,] 1.102805176 3.00865747 0.94482224 -1.482848503 0.0506894423
#> [66,] -0.325588398 0.54283561 -0.06860313 1.446233782 -0.5160814610
#> [67,] 0.169691548 1.18212276 -0.56132682 -0.541831117 0.1902264005
#> [68,] -0.806894928 1.05426533 -0.64215216 -0.801384034 -0.3859514887
#> [69,] -0.504137594 0.46977422 -1.35403685 -0.482189170 -1.0318978570
#> [70,] -1.028916973 1.21865345 -0.81157450 -0.629085077 -1.0742292938
#> [71,] 1.810791556 -0.18777828 -0.97633384 0.982351972 -0.7167638278
#> [72,] 0.640129867 -0.24257432 0.37593622 -0.692040465 -0.5435185033
#> [73,] 1.523560240 -0.75400404 0.37904489 -0.517532546 -0.4031976296
#> [74,] 0.208506591 2.40590102 1.17641792 0.130797507 -0.8202406732
#> [75,] 1.109015583 0.01314054 1.03186491 0.325186075 0.0044384280
#> [76,] 0.660313689 -0.49828918 0.82513857 -0.442427872 -0.3420522210
#> [77,] 1.296880390 -0.60788127 0.16143821 0.237932116 -0.1264754597
#> [78,] -0.536742230 -0.64441196 -0.47739282 -0.291114044 -0.4988353201
#> [79,] 0.709996943 0.14099797 -0.08259213 -0.186188396 0.1996333864
#> [80,] 0.674287104 0.01314054 1.38158993 1.342412615 0.7585651347
#> [81,] 1.118331193 1.05426533 1.04274525 0.550500097 0.8589063181
#> [82,] 0.930466386 -0.79053474 2.75251198 2.277907599 1.1364124035
#> [83,] 0.529895145 1.09079602 1.28522126 1.476054756 0.9451370226
#> [84,] 0.539210755 -0.27910502 0.82047557 0.843187430 -0.1837012909
#> [85,] 2.375938579 0.61589699 1.26812359 0.298678543 -0.0496517412
#> [86,] 0.196085777 -0.46175849 -0.46806681 3.120626220 3.0413270576
#> [87,] -1.327016501 0.63416234 -0.73696649 1.414203848 2.9786138179
#> [88,] 0.227137811 1.60222574 1.94270428 3.499463031 3.7021678203
#> [89,] 1.009649074 2.20498220 1.09248391 3.163700959 3.8910914547
#> [90,] -1.247833814 -0.82706543 -1.05094184 0.728321458 1.5855959824
#> [91,] 2.622802251 -0.16951293 2.03596429 0.347275685 -1.0961789277
#> [92,] 0.067219835 0.34191679 0.84223624 1.114889632 0.6409778104
#> [93,] -0.367508644 2.77120796 -0.82400916 -0.497651897 -0.2205453192
#> [94,] -0.091145539 2.58855449 -1.09757184 -1.058727991 0.3344668516
#> [95,] -0.701318012 -0.93665752 -1.73329420 -0.645652284 -0.0810083610
#> [96,] 0.273715863 0.57936630 0.85777957 -0.451263716 0.4669485704
#> [97,] -1.174861533 0.59763165 -0.50847948 -0.361800796 -0.2440627841
#> [98,] -0.488611577 -1.00971890 0.33086055 0.035812184 0.0232523999
#> [99,] -0.931103065 -0.24257432 -0.78204216 -1.175802924 -0.3883032352
#> [100,] 0.674287104 -1.10104564 0.66659656 0.127484066 -0.1107971498
#> [101,] 0.289241880 -0.26083967 0.51582622 0.584738993 0.3893409363
#> [102,] 0.306320499 -0.68094265 0.66659656 -0.027143204 0.8291175293
#> [103,] -0.384587263 -0.55308522 -0.02041880 -0.109979242 0.1729802596
#> [104,] -0.095803344 -0.55308522 0.56090189 0.796799249 0.9380817832
#> [105,] 0.062562030 -0.82706543 0.01999387 0.352798088 0.9482726846
#> [106,] 0.262847651 -0.29737036 0.07905854 0.366051854 0.7287763459
#> [107,] 0.564052383 -0.60788127 0.37593622 0.095454131 0.4528380914
#> [108,] -0.359745635 -0.51655453 -0.67323882 0.480917826 0.2850801754
#> [109,] -1.080152829 -0.40696245 -0.98565984 -0.309890212 -0.4917800806
#> [110,] -1.285096255 -0.60788127 -1.50169852 -1.400012465 -1.0781488713
#> [111,] -0.409428890 -0.35216641 -0.37325248 -1.406639348 -0.5458702498
#> [112,] -0.522768815 -0.46175849 -0.69189082 -1.039951822 -1.1730026462
#> [113,] -0.423402305 0.34191679 1.31319926 2.283430001 2.6744546057
#> [114,] -0.300746770 -0.80880009 -1.00897484 -0.360696315 1.0274481496
#> [115,] -0.606609307 0.03140588 -1.04006150 -0.325352939 0.4379436970
#> [116,] -0.128407980 -0.42522779 0.12568854 -0.309890212 0.8777202900
#> [117,] 0.278373668 -0.27910502 -0.35770914 0.574798668 1.1740403473
#> [118,] -0.990101930 -0.55308522 -0.87219350 -0.546249039 -0.0982545019
#> [119,] -0.701318012 -0.22430898 -0.77427049 -0.905205201 -0.3977102212
#> [120,] 0.520579535 0.37844748 -0.44941481 -0.657801570 -0.1931082768
#> [121,] -0.167223023 -0.90012682 -0.44164315 -0.082367229 0.4685164014
#> [122,] 1.587216910 -0.16951293 1.58209893 1.244113851 1.3566926578
#> [123,] -0.083382531 -0.15124759 0.06506954 0.499693994 0.6135407680
#> [124,] -0.623687926 -0.26083967 -0.42765415 0.083304846 0.2349095837
#> [125,] -0.365956042 -0.88186147 0.37749055 -0.191710799 -0.2315201361
#> [126,] 0.534552950 -0.82706543 0.33863222 -0.197233201 -0.1311789527
#> [127,] -0.468427755 -0.77226939 0.18630754 -0.682100141 -0.6477792642
#> [128,] -0.036804479 -0.20604363 -0.34372014 -0.208278006 -0.4886444186
#> [129,] -0.915577048 -0.95492286 -0.29864447 0.322977114 0.1886585695
#> [130,] -0.456006941 -0.68094265 -0.90638883 -0.319830537 -0.0684657131
#> [131,] -0.389245068 -0.69920800 -0.56909849 -0.196128721 0.0883173860
#> [132,] -1.286648857 -0.71747335 -0.44630615 -0.449054755 -0.3491074604
#> [133,] -0.488611577 -0.11471689 -0.56598982 -0.281173719 -0.2119222487
#> [134,] -0.831736555 -0.57135057 -0.21004747 -0.362905276 -0.1225558822
#> [135,] 0.015983979 -0.64441196 0.72099823 0.316350231 0.0005188505
#> [136,] 0.852836301 1.65702178 1.21683059 0.327395036 0.3634717250
#> [137,] -0.190512049 0.01314054 -0.39656748 -0.419233782 -0.6540505882
#> [138,] 0.140192116 -0.64441196 0.01843954 -0.242516902 -0.4753178552
#> [139,] -1.153125109 0.88987720 -0.91726917 0.002677769 -0.0167272904
#> attr(,"center")
#> [1] 0.029907914 0.219394964 0.243043165 0.252663309 0.272764029 0.298953957
#> [7] 0.320802878 0.380143885 0.414076978 0.447539568 0.497476978 0.039960432
#> [13] 0.550303597 0.596338849 0.611779856 0.634874101 0.669038849 0.674360432
#> [19] 0.694315108 0.694733094 0.702305755 0.653194964 0.045455396 0.587037410
#> [25] 0.508505755 0.446461871 0.424611511 0.410066187 0.405946043 0.401585612
#> [31] 0.371756115 0.342000719 0.330151799 0.058250360 0.312692806 0.291991367
#> [37] 0.280264029 0.251984892 0.219076259 0.200917986 0.163528777 0.123792806
#> [43] 0.093662590 0.053924460 0.080728058 0.020287770 0.016213669 0.013106475
#> [49] 0.010346043 0.011101439 0.009315827 0.008113669 0.008366187 0.008154676
#> [55] 0.008342446 0.108070504 0.006628058 0.124513669 0.139757554 0.186433813
#> attr(,"scale")
#> [1] 0.023427786 0.137370858 0.138421478 0.142144619 0.138605863 0.165491857
#> [7] 0.205196503 0.234584086 0.264127816 0.256131464 0.258183284 0.032766880
#> [13] 0.267647897 0.263022949 0.259894068 0.253831028 0.231418764 0.232432747
#> [19] 0.237126431 0.245178531 0.229616825 0.240829630 0.041698878 0.227753999
#> [25] 0.220392804 0.226656310 0.217607675 0.237140823 0.257024450 0.265196554
#> [31] 0.247695244 0.220278650 0.201292075 0.052167239 0.179597457 0.165334699
#> [37] 0.157226983 0.122398867 0.126449821 0.140769081 0.125232096 0.081742622
#> [43] 0.061367502 0.036223783 0.062342885 0.014266560 0.010658554 0.008738735
#> [49] 0.006957500 0.007546584 0.007039480 0.006029940 0.006346149 0.006573133
#> [55] 0.006324760 0.064408019 0.005474848 0.064336262 0.090540304 0.127564770
#> 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] 18
#>
#> $lambda.min
#> [1] 0.0582651
#>
#> $null.dev
#> [1] 1.377535
#>
#> $Bias
#> [1] 0.1883622
#>
#> $pe
#> [1] 0.4532374 0.4316547 0.4028777 0.3309353 0.3237410 0.3021583 0.3165468
#> [8] 0.2949640 0.2877698 0.2805755 0.2733813 0.2877698 0.2733813 0.2733813
#> [15] 0.2877698 0.2589928 0.2589928 0.2517986 0.2589928 0.2661871 0.2517986
#> [22] 0.2661871 0.2805755 0.2877698 0.2949640 0.2877698 0.2374101 0.2158273
#> [29] 0.2086331 0.2446043 0.2302158
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2898551