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] 1.381350 1.358098 1.329200 1.305377 1.284258 1.262922 1.245076 1.231349
#> [9] 1.215842 1.203187 1.192736 1.180825 1.161298 1.148703 1.138316 1.120558
#> [17] 1.104517 1.094618 1.080573 1.081910 1.088606 1.100193 1.139360 1.194564
#> [25] 1.230941 1.276533 1.400671 1.674385 1.761921 1.809390 2.248905 2.602931
#> [33] 2.832578 3.238029 3.859080 3.951480
#>
#> $cvse
#> [1] 0.007345768 0.010928199 0.015790965 0.020613404 0.025429552 0.030007218
#> [7] 0.034602446 0.039084769 0.043136842 0.047365299 0.051651969 0.055796705
#> [13] 0.060215245 0.064710475 0.069300036 0.070715947 0.073742989 0.077775751
#> [19] 0.082374887 0.087796548 0.094746550 0.102645038 0.114810133 0.132165534
#> [25] 0.143697762 0.155287812 0.175575002 0.238141632 0.258189060 0.276936669
#> [31] 0.370816410 0.426696587 0.463799767 0.531190421 0.613791859 0.630386818
#>
#> $fold
#> [1] 1 4 10 6 4 7 10 7 5 3 5 3 6 9 4 1 1 8 9 2 7 4 6 3 10
#> [26] 8 9 1 3 6 9 7 9 3 7 6 8 5 8 5 10 6 2 7 2 4 2 5 8 3
#> [51] 4 10 4 9 3 10 2 5 1 2 8 5 6 2 7 1 1 9 9 10 6 10 1 3 5
#> [76] 9 6 2 5 8 4 7 1 8 3 8 7 1 2 8 4 6 1 2 9 6 3 8 6 10
#> [101] 5 7 5 4 6 7 8 3 4 3 10 1 5 4 9 2 7 1 4 2 7 3 8 3 1
#> [126] 10 9 10 6 9 9 5 2 7 10 5 2 4 8
#>
#> $lambda
#> [1] 0.21468066 0.20021190 0.18671829 0.17413410 0.16239805 0.15145296
#> [7] 0.14124554 0.13172606 0.12284817 0.11456861 0.10684707 0.09964594
#> [13] 0.09293013 0.08666695 0.08082589 0.07537850 0.07029824 0.06556037
#> [19] 0.06114182 0.05702107 0.05317804 0.04959402 0.04625155 0.04313435
#> [25] 0.04022724 0.03751606 0.03498760 0.03262955 0.03043043 0.02837952
#> [31] 0.02646684 0.02468306 0.02301950 0.02146807 0.02002119 0.01867183
#>
#> $fit
#> $beta
#> 0.2147 0.2002 0.1867 0.1741 0.1624 0.1515
#> (Intercept) 0.0719735 -0.08321245 -0.2277228 -0.3623903 -0.5186328 -0.6851109
#> V1 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 0.0000000 0.64869918 1.2550009 1.8228308 2.2729728 2.6517183
#> V12 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V32 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V37 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.00000000 0.0000000 0.0000000 0.5531734 1.4134621
#> V49 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V5 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.1412 0.1317 0.1228 0.1146 0.1068 0.0996
#> (Intercept) -0.8437493 -0.995332 -1.12126534 -1.1630586 -1.205398 -1.0976750
#> V1 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V10 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V11 3.0165016 3.369566 3.68559412 3.8838331 4.086268 4.1196540
#> V12 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V13 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V14 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V15 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V16 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V17 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V18 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V19 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V2 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V20 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V21 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V22 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V23 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V24 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V25 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V26 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V27 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V28 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V29 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V3 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V30 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V31 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V32 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V33 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V34 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V35 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V36 0.0000000 0.000000 -0.04345291 -0.2639509 -0.473560 -0.9461709
#> V37 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V38 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V39 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V4 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V40 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V41 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V42 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V43 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V44 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V45 0.0000000 0.000000 0.00000000 0.0000000 0.000000 2.0408580
#> V46 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V47 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V48 2.2319198 3.010871 3.80092877 4.7509076 5.651674 1.9710784
#> V49 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V5 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V50 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V51 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V52 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V53 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V54 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V55 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V56 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V57 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V58 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V59 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V6 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V60 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V7 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V8 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> V9 0.0000000 0.000000 0.00000000 0.0000000 0.000000 0.0000000
#> 0.0929 0.0867 0.0808 0.0754 0.0703 0.0656
#> (Intercept) -1.0791102 -1.1218688 -1.170857 -1.224589 -1.2832759 -1.352462
#> V1 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V10 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V11 4.2964770 4.4371516 4.492095 4.559721 4.6331298 4.678975
#> V12 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V13 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V14 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V15 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V16 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V17 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V18 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V19 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V2 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V20 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V21 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V22 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V23 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V24 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V25 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V26 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V27 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V28 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V29 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V3 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V30 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V31 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V32 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V33 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V34 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V35 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V36 -1.3004323 -1.5518564 -1.815757 -2.070729 -2.3236175 -2.613324
#> V37 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V38 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V39 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V4 0.0000000 0.2380924 1.065873 1.867380 2.6273080 3.128382
#> V40 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V41 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V42 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V43 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V44 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V45 3.3048378 3.6891070 4.089036 4.471706 4.8529596 5.320651
#> V46 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V47 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V48 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V49 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V5 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V50 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V51 0.8397292 2.3470150 3.549031 4.970421 6.3665118 6.032131
#> V52 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V53 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V54 0.0000000 0.0000000 0.000000 0.000000 0.5950223 6.648493
#> V55 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V56 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V57 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V58 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V59 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V6 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V60 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V7 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V8 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> V9 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.000000
#> 0.0611 0.0570 0.0532 0.0496 0.0463 0.0431
#> (Intercept) -1.427087 -1.507464 -1.5229055 -1.4292136 -1.3941735 -1.5018982
#> V1 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 4.729174 4.782557 5.0632952 5.4444109 6.1240330 7.0544124
#> V12 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.000000 0.000000 -0.2783682 -0.6361135 -1.0983288 -1.6527430
#> V17 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.000000 0.000000 0.0000000 0.0000000 0.1813224 0.5389013
#> V24 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.000000 0.000000 0.0000000 -0.2169742 -0.6854866 -1.1596814
#> V32 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 -2.904539 -3.199984 -3.5172779 -3.8168083 -3.9240510 -4.0201328
#> V37 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 3.651816 4.206462 4.8667192 5.4112291 5.6370114 5.8521055
#> V40 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 5.791200 6.269751 6.5977655 7.0655156 7.6272953 8.1279370
#> V46 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V5 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 5.943943 6.083369 6.4167605 6.3309773 6.5280589 8.2276924
#> V52 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 12.706789 18.819745 27.5392895 35.1311082 38.9328481 42.3301951
#> V55 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.000000 0.000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.0402 0.0375 0.0350 0.0326 0.0304 0.0284
#> (Intercept) -1.740741 -2.051485 -2.204367 -3.744454 -4.231334 -5.3086864
#> V1 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V11 8.574595 10.345997 10.731990 14.510878 16.442052 19.3661104
#> V12 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V16 -2.443337 -3.307334 -3.479248 -4.816132 -5.167952 -6.0330860
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V23 1.071806 1.683908 1.922130 3.795168 4.209743 5.3314320
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000 -0.1447747
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V29 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V3 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V31 -1.572847 -2.019061 -2.225557 -3.274586 -4.225292 -5.3982492
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V33 0.000000 0.000000 0.000000 0.000000 1.034415 2.3685118
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V36 -4.209662 -4.482172 -4.586371 -4.271093 -4.690060 -5.0709444
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V4 4.422778 2.820073 2.954739 0.000000 0.000000 0.0000000
#> V40 0.000000 0.000000 0.000000 -4.504286 -5.158843 -6.3275605
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V44 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V45 8.464348 8.969470 9.217577 10.092938 11.002886 13.0070983
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V48 0.000000 0.000000 0.000000 16.404414 19.570690 27.8793164
#> V49 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V50 0.000000 0.000000 0.000000 0.000000 -8.497022 -45.9558777
#> V51 8.575066 9.086225 11.600609 0.000000 0.000000 0.0000000
#> V52 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V54 42.354380 42.080927 43.082450 101.759792 132.883059 178.5838489
#> V55 0.000000 0.000000 -3.854729 -28.238067 -46.206528 -40.4005886
#> V56 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V57 0.000000 0.000000 0.000000 -60.020287 -84.602253 -123.1166010
#> V58 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V59 20.954975 44.898765 52.415854 144.073698 163.110862 185.5324121
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V8 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> 0.0265 0.0247 0.0230 0.0215 0.0200
#> (Intercept) -5.5499269 -5.60885457 -5.741907 -5.835328 -8.317160
#> V1 0.0000000 0.00000000 0.000000 0.000000 43.184299
#> V10 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V11 21.2273156 22.27083935 23.104474 23.290029 27.993506
#> V12 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V13 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V14 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V15 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V16 -6.7128297 -6.97009344 -7.165931 -7.274933 -11.158426
#> V17 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V18 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V19 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V2 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V20 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V21 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V22 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V23 6.0331092 6.28606606 6.488468 6.584345 9.319425
#> V24 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V25 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V26 -0.6495806 -0.90704434 -1.047401 -1.114460 -3.730816
#> V27 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V28 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V29 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V3 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V30 0.0000000 0.00000000 0.000000 0.000000 9.335327
#> V31 -6.0038942 -6.32566071 -6.638223 -6.747039 -15.322560
#> V32 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V33 2.7855305 3.04935161 3.398226 3.573763 6.173230
#> V34 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V35 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V36 -5.3961009 -5.67858846 -5.960667 -6.060097 -8.450028
#> V37 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V38 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V39 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V4 0.0000000 0.01929058 1.456271 3.133626 34.537091
#> V40 -7.0586465 -7.42026223 -7.734685 -7.894761 -6.451303
#> V41 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V42 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V43 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V44 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V45 14.3488870 14.94198149 15.419208 15.601661 14.905125
#> V46 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V47 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V48 32.0274581 33.14997832 34.152606 34.778265 53.584510
#> V49 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V5 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V50 -63.5154895 -65.81549102 -66.897778 -68.012627 -121.180303
#> V51 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V52 2.9792184 7.45256936 9.924745 11.424252 0.000000
#> V53 0.0000000 0.00000000 0.000000 0.000000 14.033992
#> V54 212.0952339 226.99223619 234.709567 236.994144 291.406599
#> V55 -54.4275978 -73.39386458 -87.628384 -88.593607 0.000000
#> V56 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V57 -137.6871492 -143.39888329 -148.242231 -150.966649 -207.435770
#> V58 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V59 199.4688833 210.93681487 219.111522 218.004883 165.558189
#> V6 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V60 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V7 0.0000000 0.00000000 0.000000 0.000000 -19.404458
#> V8 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> V9 0.0000000 0.00000000 0.000000 0.000000 0.000000
#> 0.0187 0.0174 0.0162 0.0151 0.0141
#> (Intercept) -10.719924 -10.764743 -16.988912 -17.193744 -41.57730
#> V1 106.183820 125.527890 171.380620 173.715372 587.87813
#> V10 0.000000 0.000000 0.000000 0.000000 0.00000
#> V11 39.306735 42.151733 49.412386 49.868424 115.32135
#> V12 0.000000 0.000000 0.000000 0.000000 0.00000
#> V13 0.000000 0.000000 0.000000 0.000000 0.00000
#> V14 0.000000 0.000000 0.000000 0.000000 0.00000
#> V15 0.000000 0.000000 0.000000 0.000000 0.00000
#> V16 -16.162108 -17.434938 -19.387915 -19.596802 -64.19697
#> V17 0.000000 0.000000 0.000000 0.000000 0.00000
#> V18 0.000000 0.000000 0.000000 0.000000 0.00000
#> V19 0.000000 0.000000 0.000000 0.000000 0.00000
#> V2 0.000000 0.000000 0.000000 0.000000 0.00000
#> V20 0.000000 0.000000 0.000000 0.000000 0.00000
#> V21 0.000000 0.000000 0.000000 0.000000 0.00000
#> V22 0.000000 0.000000 0.000000 0.000000 0.00000
#> V23 12.556994 13.297445 17.076543 17.264979 47.70810
#> V24 0.000000 0.000000 0.000000 0.000000 0.00000
#> V25 0.000000 0.000000 0.000000 0.000000 0.00000
#> V26 -5.804330 -6.202346 -6.760617 -6.848601 -27.63151
#> V27 0.000000 0.000000 0.000000 0.000000 0.00000
#> V28 0.000000 0.000000 0.000000 0.000000 0.00000
#> V29 0.000000 0.000000 0.000000 0.000000 0.00000
#> V3 -12.928202 -42.171538 -49.599335 -50.048843 -96.86850
#> V30 14.606634 15.063671 21.781442 22.099278 71.98318
#> V31 -23.797137 -25.006688 -33.236928 -33.687613 -109.73894
#> V32 0.000000 0.000000 0.000000 0.000000 0.00000
#> V33 14.430260 14.664183 21.380185 21.687503 67.93002
#> V34 -9.002309 -8.964452 -11.302074 -11.456928 -49.49884
#> V35 0.000000 0.000000 0.000000 0.000000 0.00000
#> V36 -10.930569 -12.219623 -17.106104 -17.366754 -43.43709
#> V37 0.000000 0.000000 0.000000 0.000000 0.00000
#> V38 0.000000 0.000000 0.000000 0.000000 -21.36267
#> V39 0.000000 0.000000 11.258350 11.457801 55.31096
#> V4 50.241877 63.075678 74.585934 75.222784 167.34487
#> V40 -7.047152 -5.249337 -16.535631 -16.791676 -56.00952
#> V41 0.000000 0.000000 0.000000 0.000000 0.00000
#> V42 0.000000 0.000000 0.000000 0.000000 0.00000
#> V43 0.000000 0.000000 0.000000 0.000000 0.00000
#> V44 0.000000 0.000000 0.000000 0.000000 0.00000
#> V45 22.762448 24.525428 29.043172 29.411809 68.21324
#> V46 0.000000 0.000000 0.000000 0.000000 0.00000
#> V47 0.000000 0.000000 0.000000 0.000000 0.00000
#> V48 67.570228 66.773509 85.685655 86.651997 291.45390
#> V49 0.000000 0.000000 0.000000 0.000000 0.00000
#> V5 0.000000 0.000000 0.000000 0.000000 0.00000
#> V50 -173.479835 -174.994868 -221.079821 -224.049589 -589.44065
#> V51 0.000000 0.000000 0.000000 0.000000 0.00000
#> V52 0.000000 0.000000 0.000000 0.000000 0.00000
#> V53 86.735998 78.502707 180.647635 188.491444 531.83930
#> V54 417.809569 431.071318 525.057084 530.351617 2171.74816
#> V55 0.000000 0.000000 0.000000 0.000000 0.00000
#> V56 0.000000 0.000000 0.000000 0.000000 0.00000
#> V57 -300.837335 -280.764896 -312.381439 -316.285258 -1502.59872
#> V58 0.000000 0.000000 0.000000 0.000000 0.00000
#> V59 178.740992 173.222755 212.356097 213.943088 733.63756
#> V6 0.000000 0.000000 0.000000 0.000000 0.00000
#> V60 0.000000 0.000000 0.000000 0.000000 0.00000
#> V7 -27.287195 -31.988150 -41.797835 -42.220452 -152.60096
#> V8 0.000000 0.000000 0.000000 0.000000 0.00000
#> V9 0.000000 0.000000 0.000000 0.000000 74.49907
#> 0.0132 0.0123 0.0115
#> (Intercept) -41.57817 -41.57904 -54.74755
#> V1 587.89091 587.90369 837.38546
#> V10 0.00000 0.00000 0.00000
#> V11 115.32367 115.32598 214.36253
#> V12 0.00000 0.00000 0.00000
#> V13 0.00000 0.00000 0.00000
#> V14 0.00000 0.00000 0.00000
#> V15 0.00000 0.00000 0.00000
#> V16 -64.19835 -64.19974 -104.20765
#> V17 0.00000 0.00000 0.00000
#> V18 0.00000 0.00000 0.00000
#> V19 0.00000 0.00000 0.00000
#> V2 0.00000 0.00000 0.00000
#> V20 0.00000 0.00000 0.00000
#> V21 0.00000 0.00000 0.00000
#> V22 0.00000 0.00000 0.00000
#> V23 47.70912 47.71014 75.54356
#> V24 0.00000 0.00000 0.00000
#> V25 0.00000 0.00000 0.00000
#> V26 -27.63211 -27.63270 -60.41764
#> V27 0.00000 0.00000 0.00000
#> V28 0.00000 0.00000 0.00000
#> V29 0.00000 0.00000 0.00000
#> V3 -96.86991 -96.87133 0.00000
#> V30 71.98476 71.98633 131.33988
#> V31 -109.74128 -109.74363 -185.05457
#> V32 0.00000 0.00000 0.00000
#> V33 67.93146 67.93291 114.28726
#> V34 -49.50001 -49.50118 -93.16525
#> V35 0.00000 0.00000 0.00000
#> V36 -43.43799 -43.43889 -85.19262
#> V37 0.00000 0.00000 0.00000
#> V38 -21.36312 -21.36357 -23.03594
#> V39 55.31211 55.31325 93.48742
#> V4 167.34831 167.35175 292.07746
#> V40 -56.01067 -56.01182 -108.82674
#> V41 0.00000 0.00000 0.00000
#> V42 0.00000 0.00000 0.00000
#> V43 0.00000 0.00000 0.00000
#> V44 0.00000 0.00000 0.00000
#> V45 68.21454 68.21584 143.97004
#> V46 0.00000 0.00000 0.00000
#> V47 0.00000 0.00000 0.00000
#> V48 291.46039 291.46688 475.73506
#> V49 0.00000 0.00000 0.00000
#> V5 0.00000 0.00000 0.00000
#> V50 -589.45301 -589.46536 -976.52320
#> V51 0.00000 0.00000 0.00000
#> V52 0.00000 0.00000 -530.76692
#> V53 531.85003 531.86074 1938.35105
#> V54 2171.79690 2171.84561 3115.60795
#> V55 0.00000 0.00000 0.00000
#> V56 0.00000 0.00000 -1386.69388
#> V57 -1502.63377 -1502.66881 -2144.38843
#> V58 0.00000 0.00000 0.00000
#> V59 733.65243 733.66729 1513.37121
#> V6 0.00000 0.00000 0.00000
#> V60 0.00000 0.00000 0.00000
#> V7 -152.60408 -152.60720 -266.29351
#> V8 0.00000 0.00000 0.00000
#> V9 74.50069 74.50230 95.97260
#>
#> $iter
#> [1] 0 3 3 3 7 4 4 4 7 5 5 104 34 12 6
#> [16] 6 12 9 9 9 16 16 17 10 29 22 29 134 98 121
#> [31] 73 41 42 25 286 450 216 583 136 5703 1 1 1705
#>
#> $lambda
#> [1] 0.21468066 0.20021190 0.18671829 0.17413410 0.16239805 0.15145296
#> [7] 0.14124554 0.13172606 0.12284817 0.11456861 0.10684707 0.09964594
#> [13] 0.09293013 0.08666695 0.08082589 0.07537850 0.07029824 0.06556037
#> [19] 0.06114182 0.05702107 0.05317804 0.04959402 0.04625155 0.04313435
#> [25] 0.04022724 0.03751606 0.03498760 0.03262955 0.03043043 0.02837952
#> [31] 0.02646684 0.02468306 0.02301950 0.02146807 0.02002119 0.01867183
#> [37] 0.01741341 0.01623980 0.01514530 0.01412455 0.01317261 0.01228482
#> [43] 0.01145686
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 12
#>
#> $loss
#> [1] 192.515021 93.794421 91.723423 89.988291 87.974197 85.933019
#> [7] 84.167188 82.640243 81.131631 79.068582 77.302689 74.384747
#> [13] 72.697805 71.135196 69.534838 68.150689 66.933245 65.747044
#> [19] 64.719074 63.833786 62.390995 60.809528 58.859945 56.841226
#> [25] 54.798882 53.460235 52.760547 45.727705 43.392062 41.050242
#> [31] 40.005109 39.476159 39.040926 38.741088 31.797959 26.729295
#> [37] 25.866563 23.225455 23.221579 17.009190 17.009186 17.009182
#> [43] 9.346338
#>
#> $linear.predictors
#> 0.2147 0.2002 0.1867 0.1741 0.1624 0.1515
#> 1 0.0719735 0.235817805 0.3894866612 0.534077924 0.640260717 0.723882993
#> 2 0.0719735 0.327608738 0.5670692856 0.792008482 0.961997001 1.099383822
#> 3 0.0719735 -0.026062052 -0.1171571938 -0.201798872 -0.231203738 -0.228732937
#> 4 0.0719735 0.110618864 0.1472714915 0.182271579 0.187858269 0.177047506
#> 5 0.0719735 0.032645223 -0.0035796142 -0.036832684 -0.054762572 -0.063524577
#> 6 0.0719735 0.098553059 0.1239284751 0.148366926 0.132304814 0.093802455
#> 7 0.0719735 -0.008222825 -0.0826446697 -0.151671025 -0.191487730 -0.214045322
#> 8 0.0719735 -0.012050150 -0.0900491748 -0.162425726 -0.231008052 -0.296405871
#> 9 0.0719735 0.039780914 0.0102253954 -0.016781545 -0.057916396 -0.106300897
#> 10 0.0719735 0.023174215 -0.0219026271 -0.063446014 -0.128274314 -0.205281051
#> 11 0.0719735 0.077405466 0.0830154464 0.088942641 0.085532666 0.077181467
#> 12 0.0719735 0.067804719 0.0644414334 0.061964745 0.048628946 0.029596610
#> 13 0.0719735 -0.002968362 -0.0724791625 -0.136906095 -0.191607958 -0.239917384
#> 14 0.0719735 0.025444662 -0.0175101240 -0.057066106 -0.111800039 -0.174232721
#> 15 0.0719735 0.112759571 0.1514129944 0.188286920 0.179593638 0.145514506
#> 16 0.0719735 0.011238150 -0.0449946433 -0.096986101 -0.026991062 0.111589977
#> 17 0.0719735 -0.028267629 -0.1214241968 -0.207996497 -0.299780917 -0.393229609
#> 18 0.0719735 0.025769012 -0.0168826236 -0.056154691 -0.115088940 -0.184214558
#> 19 0.0719735 0.135788392 0.1959655256 0.252997414 0.295355364 0.329264002
#> 20 0.0719735 0.085903425 0.0994559580 0.112821725 0.096279446 0.063295880
#> 21 0.0719735 0.042245971 0.0149943988 -0.009854788 -0.043968635 -0.082655131
#> 22 0.0719735 0.044581288 0.0195124019 -0.003292597 -0.048342969 -0.105194535
#> 23 0.0719735 -0.011271711 -0.0885431738 -0.160238329 -0.243548070 -0.332235363
#> 24 0.0719735 0.031412695 -0.0059641159 -0.040296063 -0.070255323 -0.097114776
#> 25 0.0719735 0.067739849 0.0643159333 0.061782462 0.023066308 -0.035405126
#> 26 0.0719735 0.001313053 -0.0641961567 -0.124875412 -0.199120494 -0.279943951
#> 27 0.0719735 0.012470679 -0.0426101416 -0.093522722 -0.158144572 -0.229528626
#> 28 0.0719735 -0.008482304 -0.0831466700 -0.152400157 -0.240135781 -0.337087788
#> 29 0.0719735 0.019217150 -0.0295581325 -0.074565282 -0.118352993 -0.160677662
#> 30 0.0719735 0.020968638 -0.0261696301 -0.069643639 -0.130360053 -0.199879580
#> 31 0.0719735 -0.026840491 -0.1186631949 -0.203986269 -0.304516228 -0.412272762
#> 32 0.0719735 0.055090215 0.0398434162 0.026237262 0.004299949 -0.021811683
#> 33 0.0719735 -0.025413353 -0.1159021930 -0.199976041 -0.213275959 -0.186080241
#> 34 0.0719735 0.076302678 0.0808819449 0.085843829 0.063413891 0.026029297
#> 35 0.0719735 0.133193595 0.1909455221 0.245706091 0.277689286 0.296748466
#> 36 0.0719735 0.055803784 0.0412239171 0.028242376 0.010229894 -0.010131328
#> 37 0.0719735 -0.013282678 -0.0924336765 -0.165889105 -0.213974208 -0.246884499
#> 38 0.0719735 -0.034560011 -0.1335977054 -0.225677955 -0.342240850 -0.471108028
#> 39 0.0719735 0.002091492 -0.0626901557 -0.122688015 -0.193184521 -0.268563809
#> 40 0.0719735 -0.048961133 -0.1614587249 -0.266144799 -0.347783168 -0.415203052
#> 41 0.0719735 0.040753963 0.0121078967 -0.014047299 -0.031716194 -0.044088681
#> 42 0.0719735 0.018244102 -0.0314406338 -0.077299528 -0.148038187 -0.231794689
#> 43 0.0719735 0.010329972 -0.0467516445 -0.099538064 -0.169904817 -0.249162954
#> 44 0.0719735 -0.025607963 -0.1162786932 -0.200522890 -0.304678284 -0.418683540
#> 45 0.0719735 0.019022541 -0.0299346327 -0.075112131 -0.144370225 -0.226209742
#> 46 0.0719735 -0.032938263 -0.1304602032 -0.221120878 -0.325384316 -0.435926798
#> 47 0.0719735 -0.019769670 -0.1049836853 -0.184117413 -0.265302999 -0.346477672
#> 48 0.0719735 -0.064465043 -0.1914532459 -0.309710455 -0.405204989 -0.486494506
#> 49 0.0719735 -0.049090873 -0.1617097251 -0.266509365 -0.344863405 -0.407111276
#> 50 0.0719735 -0.024440304 -0.1140196916 -0.197241795 -0.271102792 -0.338572918
#> 51 0.0719735 0.015519565 -0.0367116375 -0.084955417 -0.160295222 -0.249857870
#> 52 0.0719735 -0.005173939 -0.0767461655 -0.143103720 -0.219250307 -0.299817862
#> 53 0.0719735 -0.022429337 -0.1101291889 -0.191591019 -0.287234541 -0.389576653
#> 54 0.0719735 -0.022429337 -0.1101291889 -0.191591019 -0.281592172 -0.375159339
#> 55 0.0719735 -0.028527109 -0.1219261972 -0.208725629 -0.303511290 -0.401498953
#> 56 0.0719735 -0.022364467 -0.1100036888 -0.191408736 -0.279484086 -0.370088396
#> 57 0.0719735 -0.060053889 -0.1829192399 -0.297315206 -0.400037798 -0.494753217
#> 58 0.0719735 -0.011466321 -0.0889196741 -0.160785179 -0.245834164 -0.337129919
#> 59 0.0719735 0.092520157 0.1122569669 0.131414599 0.132020804 0.122428996
#> 60 0.0719735 0.127095823 0.1791485138 0.228571481 0.301130384 0.386312744
#> 61 0.0719735 0.070723865 0.0700889374 0.070167484 0.079490690 0.094251479
#> 62 0.0719735 0.120154742 0.1657200044 0.209067191 0.253355025 0.298008566
#> 63 0.0719735 0.092390417 0.1120059667 0.131050033 0.208457307 0.318369884
#> 64 0.0719735 0.109710685 0.1455144902 0.179719615 0.241542330 0.318639003
#> 65 0.0719735 0.112370352 0.1506599938 0.187193222 0.185753012 0.163146560
#> 66 0.0719735 0.088887442 0.1052289620 0.121206747 0.095339749 0.046376465
#> 67 0.0719735 -0.016396434 -0.0984576807 -0.174638693 -0.267423510 -0.368307982
#> 68 0.0719735 -0.021780638 -0.1088741880 -0.189768189 -0.209010864 -0.192856589
#> 69 0.0719735 0.105364401 0.1371059843 0.167506649 0.225096431 0.297762874
#> 70 0.0719735 0.062809735 0.0547779266 0.047928948 0.050266854 0.058084168
#> 71 0.0719735 0.271366520 0.4582607094 0.633969052 0.765925972 0.872024079
#> 72 0.0719735 0.275712804 0.4666692153 0.646182018 0.771419038 0.864913659
#> 73 0.0719735 0.124890246 0.1748815108 0.222373856 0.273543353 0.326553613
#> 74 0.0719735 0.109386336 0.1448869898 0.178808200 0.168548623 0.133704418
#> 75 0.0719735 0.168288221 0.2588410696 0.344321237 0.377479149 0.380982363
#> 76 0.0719735 0.078962344 0.0860274485 0.093317435 0.075609581 0.044251345
#> 77 0.0719735 -0.025024133 -0.1151491924 -0.198882343 -0.271212361 -0.336012347
#> 78 0.0719735 -0.009779703 -0.0856566718 -0.156045819 -0.194011045 -0.212918097
#> 79 0.0719735 -0.010233792 -0.0865351724 -0.157321800 -0.232498790 -0.309052222
#> 80 0.0719735 0.098358450 0.1235519748 0.147820076 0.130184672 0.089331939
#> 81 0.0719735 0.046203036 0.0226499041 0.001264480 -0.050183695 -0.117788324
#> 82 0.0719735 0.078054165 0.0842704473 0.090765472 0.113362249 0.145135134
#> 83 0.0719735 0.066572190 0.0620569317 0.058501367 0.036123332 0.003639107
#> 84 0.0719735 0.104261612 0.1349724828 0.164407837 0.171778678 0.166891442
#> 85 0.0719735 0.034137231 -0.0006931122 -0.032640173 -0.066295888 -0.100253527
#> 86 0.0719735 0.057166052 0.0438594190 0.032070320 0.025568748 0.022434406
#> 87 0.0719735 0.153238400 0.2297250492 0.302031562 0.315397550 0.295574990
#> 88 0.0719735 0.232509439 0.3830861567 0.524781487 0.638902263 0.736508279
#> 89 0.0719735 0.172569635 0.2671240754 0.356351920 0.450674608 0.547179916
#> 90 0.0719735 0.192938789 0.3065311031 0.413588808 0.478400575 0.518921711
#> 91 0.0719735 0.164331156 0.2511855643 0.333201969 0.455385477 0.599300243
#> 92 0.0719735 0.241266878 0.4000286686 0.549389702 0.699458757 0.848633429
#> 93 0.0719735 0.134101774 0.1927025233 0.248258054 0.384370185 0.564919630
#> 94 0.0719735 0.223816870 0.3662691449 0.500355554 0.601087222 0.682176208
#> 95 0.0719735 0.393062485 0.6936988744 0.975932110 1.263695032 1.551823038
#> 96 0.0719735 0.032969573 -0.0029521138 -0.035921269 -0.059379089 -0.076898724
#> 97 0.0719735 0.017076443 -0.0336996354 -0.080580623 -0.021193402 0.097998696
#> 98 0.0719735 0.081816621 0.0915494524 0.101337891 0.142532201 0.201364155
#> 99 0.0719735 0.088433352 0.1043504614 0.119930765 0.159078443 0.211450136
#> 100 0.0719735 -0.049285483 -0.1620862253 -0.267056215 -0.328784144 -0.365078890
#> 101 0.0719735 0.081167922 0.0902944515 0.099515060 0.107124143 0.114046057
#> 102 0.0719735 0.033293922 -0.0023246134 -0.035009853 -0.049447146 -0.053098818
#> 103 0.0719735 0.030180166 -0.0083486176 -0.043759441 -0.101015658 -0.169716529
#> 104 0.0719735 0.062420515 0.0540249261 0.046835250 0.035073736 0.021156585
#> 105 0.0719735 -0.006665947 -0.0796326675 -0.147296231 -0.228405675 -0.315952395
#> 106 0.0719735 -0.032289564 -0.1292052023 -0.219298048 -0.298771715 -0.371082747
#> 107 0.0719735 0.128587831 0.1820350158 0.232763992 0.323395962 0.435946329
#> 108 0.0719735 0.118143774 0.1618295017 0.203416416 0.262074250 0.330071909
#> 109 0.0719735 0.107894328 0.1420004878 0.174615689 0.242479894 0.329871892
#> 110 0.0719735 0.079351564 0.0867804491 0.094411134 0.137158627 0.199627052
#> 111 0.0719735 0.058982410 0.0473734215 0.037174247 0.133329750 0.288946820
#> 112 0.0719735 0.068777767 0.0663239347 0.064698992 0.088105309 0.125731916
#> 113 0.0719735 0.156222416 0.2354980533 0.310416584 0.403408132 0.505940280
#> 114 0.0719735 0.005659338 -0.0557876508 -0.112662446 -0.071265478 0.025603444
#> 115 0.0719735 -0.011855540 -0.0896726746 -0.161878877 -0.169587724 -0.140412218
#> 116 0.0719735 0.054182036 0.0380864149 0.023685299 -0.017358204 -0.072733723
#> 117 0.0719735 0.115030018 0.1558054974 0.194666828 0.183787464 0.145183978
#> 118 0.0719735 0.191252172 0.3032681008 0.408849447 0.470997277 0.508210896
#> 119 0.0719735 0.106921279 0.1401179864 0.171881443 0.150452061 0.099457687
#> 120 0.0719735 0.116457157 0.1585664994 0.198677056 0.234590759 0.268052420
#> 121 0.0719735 0.255538260 0.4276386879 0.589491980 0.736464584 0.873754871
#> 122 0.0719735 0.138123709 0.2004835287 0.259559605 0.384080109 0.544610269
#> 123 0.0719735 0.191122432 0.3030171006 0.408484881 0.555288843 0.724222945
#> 124 0.0719735 0.177888969 0.2774150827 0.371299133 0.500677915 0.649067307
#> 125 0.0719735 0.349794250 0.6099903157 0.854349296 1.097318018 1.337213991
#> 126 0.0719735 0.257030268 0.4305251899 0.593684491 0.748994310 0.898511523
#> 127 0.0719735 0.111591913 0.1491539928 0.185005825 0.240555476 0.306964556
#> 128 0.0719735 0.069945426 0.0685829363 0.067980087 0.076486536 0.090362686
#> 129 0.0719735 0.077405466 0.0830154464 0.088942641 0.126688765 0.182343047
#> 130 0.0719735 0.054830735 0.0393414158 0.025508129 0.026679358 0.036634384
#> 131 0.0719735 0.059371629 0.0481264220 0.038267945 0.040820013 0.050673333
#> 132 0.0719735 0.074486320 0.0773679425 0.080739903 0.099477965 0.127017028
#> 133 0.0719735 0.088822572 0.1051034619 0.121024464 0.143293852 0.169223842
#> 134 0.0719735 0.141756424 0.2075115337 0.269767457 0.341546737 0.418255028
#> 135 0.0719735 0.123592848 0.1723715090 0.218728195 0.263355039 0.306832863
#> 136 0.0719735 0.172439895 0.2668730753 0.355987354 0.434897111 0.507496673
#> 137 0.0719735 0.092974246 0.1131354675 0.132690581 0.154300569 0.177148682
#> 138 0.0719735 0.104780571 0.1359764835 0.165866101 0.192847489 0.218201298
#> 139 0.0719735 0.093233726 0.1136374679 0.133419713 0.101883845 0.041951623
#> 0.1412 0.1317 0.1228 0.1146 0.1068
#> 1 0.8053746626 0.885227225 0.955166757 0.989143635 1.025539751
#> 2 1.2326560187 1.362622990 1.482387797 1.569720207 1.658815438
#> 3 -0.2262449138 -0.223959896 -0.210626140 -0.151651843 -0.097330329
#> 4 0.1678382498 0.160231372 0.155345913 0.156741226 0.159522640
#> 5 -0.0713200766 -0.078289272 -0.087495725 -0.108263795 -0.128359438
#> 6 0.0581652465 0.025296529 0.003419167 0.018149679 0.033402820
#> 7 -0.2352462144 -0.255344735 -0.262281357 -0.218781482 -0.178690891
#> 8 -0.3583901860 -0.417338307 -0.469787361 -0.504554949 -0.538840725
#> 9 -0.1517432747 -0.194477403 -0.251710529 -0.375937267 -0.494111605
#> 10 -0.2780679495 -0.346977464 -0.413813170 -0.483488496 -0.550112771
#> 11 0.0700841311 0.064185727 0.044602277 -0.034329772 -0.108683356
#> 12 0.0122715813 -0.003447992 -0.034190672 -0.130900399 -0.222347159
#> 13 -0.2855818634 -0.328915444 -0.375337026 -0.441104231 -0.504694477
#> 14 -0.2331386298 -0.288816563 -0.350474564 -0.445905154 -0.536999282
#> 15 0.1141829920 0.085541103 0.046128651 -0.045133838 -0.130322822
#> 16 0.2438260616 0.369934966 0.486837349 0.583995930 0.675114640
#> 17 -0.4820121919 -0.566612280 -0.636279622 -0.657207937 -0.678637827
#> 18 -0.2494857370 -0.311218752 -0.362761738 -0.383094495 -0.402773960
#> 19 0.3627725101 0.396049947 0.421348489 0.414617132 0.410135574
#> 20 0.0328222622 0.004753064 -0.012822134 0.005258514 0.023389150
#> 21 -0.1188541391 -0.152768686 -0.191669751 -0.257579978 -0.320286580
#> 22 -0.1586593119 -0.208985030 -0.254388702 -0.288913815 -0.321682653
#> 23 -0.4163713693 -0.496394880 -0.578613240 -0.681697970 -0.780846936
#> 24 -0.1221362086 -0.145511051 -0.169160958 -0.198757002 -0.227224793
#> 25 -0.0902519935 -0.141682861 -0.189852733 -0.234747984 -0.276835114
#> 26 -0.3565120870 -0.429218776 -0.509724954 -0.633221933 -0.751505197
#> 27 -0.2970397328 -0.361025278 -0.426661341 -0.509275345 -0.588461831
#> 28 -0.4290674897 -0.516530767 -0.599349589 -0.676344978 -0.750606396
#> 29 -0.2004960597 -0.238064345 -0.284192220 -0.371755640 -0.455568819
#> 30 -0.2655584733 -0.327723100 -0.389473608 -0.459768925 -0.527053576
#> 31 -0.5146576761 -0.612190573 -0.730412255 -0.946977131 -1.154311223
#> 32 -0.0459590815 -0.068287137 -0.115206284 -0.267679526 -0.412411058
#> 33 -0.1600650832 -0.135382668 -0.118063357 -0.126842604 -0.136979844
#> 34 -0.0086972734 -0.040901293 -0.088549555 -0.206554593 -0.317999521
#> 35 0.3161117476 0.335903175 0.339240126 0.274104284 0.214082129
#> 36 -0.0288030273 -0.045913211 -0.070883075 -0.132488960 -0.190839313
#> 37 -0.2779694365 -0.307520844 -0.357671080 -0.496184410 -0.629207974
#> 38 -0.5936300960 -0.710398227 -0.826432423 -0.956132017 -1.081012544
#> 39 -0.3399471505 -0.407712242 -0.463537925 -0.481225156 -0.498920430
#> 40 -0.4793645469 -0.540719831 -0.588488907 -0.588981594 -0.591533017
#> 41 -0.0552634286 -0.065375150 -0.065841204 -0.030151359 0.003619968
#> 42 -0.3110370003 -0.386135088 -0.470464611 -0.604463673 -0.732331123
#> 43 -0.3241799701 -0.395328556 -0.469468410 -0.567041226 -0.660476259
#> 44 -0.5270048731 -0.630176456 -0.732779212 -0.847978806 -0.958908143
#> 45 -0.3036229348 -0.376973127 -0.453149289 -0.552661799 -0.647732873
#> 46 -0.5410040631 -0.641154709 -0.747209639 -0.891577650 -1.030413706
#> 47 -0.4235247034 -0.496878558 -0.571546410 -0.662262689 -0.749870541
#> 48 -0.5639576851 -0.638113339 -0.728085649 -0.892014527 -1.050252536
#> 49 -0.4663531367 -0.523027428 -0.597083117 -0.749344341 -0.896186333
#> 50 -0.4026138474 -0.463631789 -0.543257187 -0.707439866 -0.865030737
#> 51 -0.3346427137 -0.415040535 -0.495135031 -0.586751481 -0.674376771
#> 52 -0.3761870798 -0.448763340 -0.509810170 -0.534885966 -0.559759041
#> 53 -0.4867801302 -0.579341648 -0.656849871 -0.686469710 -0.716003164
#> 54 -0.4640145487 -0.548630759 -0.620439890 -0.652342986 -0.684070396
#> 55 -0.4946015832 -0.583315551 -0.654887736 -0.669318443 -0.684565464
#> 56 -0.4561243714 -0.538056840 -0.600478152 -0.595285055 -0.591754614
#> 57 -0.5849591818 -0.671202499 -0.734752318 -0.717260185 -0.702898434
#> 58 -0.4237488870 -0.506137277 -0.569458378 -0.567357606 -0.566512975
#> 59 0.1142551566 0.107469419 0.106954400 0.127828645 0.148705375
#> 60 0.4685421328 0.548109842 0.634401454 0.755635781 0.872462568
#> 61 0.1090964452 0.124020560 0.153078363 0.239392229 0.321907974
#> 62 0.3416321685 0.384394536 0.437886445 0.537425274 0.633575802
#> 63 0.4238887019 0.525306638 0.612398434 0.652892262 0.692097300
#> 64 0.3930564981 0.465031565 0.524435527 0.539554191 0.555125306
#> 65 0.1427271997 0.124467215 0.089874142 -0.017693312 -0.118421735
#> 66 0.0007206225 -0.041770885 -0.089019737 -0.164962964 -0.236101322
#> 67 -0.4640832730 -0.555230776 -0.627637573 -0.637099227 -0.647334388
#> 68 -0.1773210466 -0.162579432 -0.156664563 -0.184380796 -0.212406362
#> 69 0.3679357142 0.435831555 0.500387790 0.557797532 0.613482621
#> 70 0.0662689427 0.074782502 0.093866975 0.154977719 0.213370535
#> 71 0.9751427882 1.075901185 1.177088489 1.286494347 1.395356321
#> 72 0.9560715610 1.045485940 1.137431963 1.244367578 1.351015465
#> 73 0.3781601084 0.428563033 0.481771392 0.549727687 0.615942467
#> 74 0.1016218715 0.072234580 0.042491950 0.003323565 -0.032419822
#> 75 0.3857870449 0.392041183 0.396101222 0.386777720 0.380664663
#> 76 0.0152763658 -0.011429541 -0.031421556 -0.030756907 -0.029347033
#> 77 -0.3975169797 -0.456126348 -0.512291908 -0.566871650 -0.620292741
#> 78 -0.2306566435 -0.247474074 -0.257830039 -0.244521531 -0.233177119
#> 79 -0.3816372421 -0.450657896 -0.514783581 -0.569299187 -0.622285954
#> 80 0.0514573047 0.016457394 -0.026631716 -0.111163086 -0.190268193
#> 81 -0.1814721666 -0.241508967 -0.293417187 -0.322858875 -0.350729088
#> 82 0.1762153253 0.206657554 0.240541934 0.290191972 0.337978460
#> 83 -0.0264921840 -0.054411065 -0.084350341 -0.129038316 -0.171024857
#> 84 0.1632740356 0.160931385 0.173403765 0.242391109 0.309263849
#> 85 -0.1320092915 -0.161768675 -0.178761218 -0.149580912 -0.122092945
#> 86 0.0201612932 0.018670522 0.028095709 0.079644356 0.128846074
#> 87 0.2780847647 0.262983524 0.253542507 0.260013537 0.268629431
#> 88 0.8312810200 0.923743560 1.017959093 1.125696737 1.232097228
#> 89 0.6404939132 0.731023995 0.824733427 0.939235067 1.050682705
#> 90 0.5591135941 0.599270610 0.645378039 0.715560182 0.785497504
#> 91 0.7376618723 0.870990404 0.980837243 1.009388302 1.038812677
#> 92 0.9925274579 1.131819759 1.248691974 1.287234526 1.327921624
#> 93 0.7379270355 0.903954616 1.045307536 1.106196838 1.165565701
#> 94 0.7611753663 0.838546785 0.888393588 0.830504586 0.779300755
#> 95 1.8289561307 2.096434187 2.345646491 2.547912209 2.747375348
#> 96 -0.0930237912 -0.107917552 -0.106549980 -0.042549175 0.017968820
#> 97 0.2118287023 0.320472966 0.439792856 0.617636197 0.785642009
#> 98 0.2582135152 0.313215222 0.365360263 0.411113072 0.455209451
#> 99 0.2621987942 0.311454338 0.360127509 0.410636530 0.459424487
#> 100 -0.3996309187 -0.432808893 -0.454067982 -0.430686513 -0.410633445
#> 101 0.1215050205 0.129494456 0.123857127 0.061043737 0.002058989
#> 102 -0.0560280164 -0.058359913 -0.047970258 0.012469951 0.069573616
#> 103 -0.2345533257 -0.295832881 -0.348344831 -0.375503607 -0.401571154
#> 104 0.0086610479 -0.002511024 -0.011814845 -0.017437324 -0.022433149
#> 105 -0.3989716637 -0.477890529 -0.539238023 -0.540887448 -0.543506857
#> 106 -0.4397830924 -0.505306799 -0.556546869 -0.558767390 -0.562562812
#> 107 0.5442232148 0.648594685 0.738637621 0.781455034 0.823698717
#> 108 0.3958907266 0.459758718 0.504570422 0.477234808 0.452667452
#> 109 0.4140716345 0.495340283 0.559417052 0.561802543 0.565199779
#> 110 0.2599191358 0.318175012 0.365724316 0.375448365 0.385228485
#> 111 0.4377183883 0.579998044 0.713138445 0.827801296 0.936618142
#> 112 0.1623175016 0.197915176 0.241845037 0.322493284 0.399517088
#> 113 0.6048758212 0.700607705 0.793018590 0.880977728 0.966799570
#> 114 0.1181173352 0.206370744 0.309208347 0.483824708 0.648558606
#> 115 -0.1124204467 -0.085733751 -0.067595436 -0.080484176 -0.094219816
#> 116 -0.1247283035 -0.173567636 -0.244879429 -0.416989560 -0.580331036
#> 117 0.1095636932 0.076860658 0.052440243 0.053136441 0.055429529
#> 118 0.5452445066 0.582380386 0.617520271 0.643962222 0.672289221
#> 119 0.0519933378 0.007944327 -0.039920243 -0.113395666 -0.181765729
#> 120 0.3010029522 0.333573860 0.368882220 0.416281635 0.462811978
#> 121 1.0064403782 1.135194732 1.265208339 1.411405348 1.554792308
#> 122 0.6985994317 0.846563268 1.002275719 1.206854176 1.402962880
#> 123 0.8865713124 1.042971979 1.197903521 1.363845031 1.524427628
#> 124 0.7917790761 0.929370848 1.065218849 1.208573690 1.347433978
#> 125 1.5681632186 1.791293866 2.003620783 2.194134132 2.381553850
#> 126 1.0428396726 1.182688237 1.320502901 1.462673135 1.602233990
#> 127 0.3712270521 0.433554367 0.506954469 0.630929257 0.750052910
#> 128 0.1043606834 0.118471645 0.144604267 0.219290607 0.290737395
#> 129 0.2361389607 0.288194563 0.352976449 0.474552035 0.590633346
#> 130 0.0467981394 0.057122725 0.082446195 0.168335951 0.250093935
#> 131 0.0607715072 0.071074898 0.095808628 0.178656988 0.257629023
#> 132 0.1540447672 0.180597762 0.223735192 0.335716566 0.442685112
#> 133 0.1948191828 0.220139062 0.261295932 0.367652924 0.469610581
#> 134 0.4925230572 0.564646780 0.645253240 0.766446456 0.883595755
#> 135 0.3493615237 0.391113012 0.447510755 0.565664936 0.679594164
#> 136 0.5780664358 0.646948943 0.726158410 0.852099343 0.974482262
#> 137 0.1998405064 0.222434707 0.255452073 0.331089418 0.403948677
#> 138 0.2433580443 0.268405364 0.307846754 0.406105038 0.500734402
#> 139 -0.0141099571 -0.066465474 -0.111321280 -0.136509661 -0.159269801
#> 0.0996 0.0929 0.0867 0.0808 0.0754 0.0703
#> 1 0.80567342 0.705783486 0.68617187 0.65073690 0.620388220 0.58838834
#> 2 1.80085537 1.946549541 2.02825051 2.11179368 2.195575694 2.27946785
#> 3 0.16747026 0.347384544 0.44754054 0.54161387 0.632084666 0.72559351
#> 4 0.20369271 0.235943545 0.22903527 0.19567040 0.163667256 0.13013890
#> 5 -0.37791308 -0.535847000 -0.57026719 -0.55355235 -0.536379711 -0.52078993
#> 6 0.44533758 0.701802071 0.76995819 0.82713730 0.880661602 0.93198697
#> 7 -0.39781795 -0.536063062 -0.55916663 -0.57344679 -0.590663706 -0.60535166
#> 8 -0.71623796 -0.843635097 -0.90447381 -0.97500686 -1.043645320 -1.11218270
#> 9 -0.54955367 -0.617913608 -0.71486865 -0.81782992 -0.916727685 -1.00910315
#> 10 -0.51243401 -0.520576918 -0.57674477 -0.63242372 -0.688560858 -0.73972187
#> 11 -0.28817051 -0.416727671 -0.49917854 -0.56594393 -0.629667214 -0.69564065
#> 12 -0.23204453 -0.239313892 -0.27244281 -0.32280554 -0.364208997 -0.40184789
#> 13 -0.71355856 -0.851475624 -0.90082107 -0.93757549 -0.968664094 -0.99995612
#> 14 -0.60352327 -0.685145099 -0.78909780 -0.90395219 -1.018173424 -1.13552605
#> 15 0.02198709 0.094697949 0.06616618 0.07173729 0.077400310 0.07913979
#> 16 0.26234660 0.057836962 0.08252152 0.09143469 0.104467357 0.11893737
#> 17 -0.51391500 -0.436404810 -0.41640935 -0.35050408 -0.290160981 -0.23369876
#> 18 -0.31300156 -0.266825272 -0.26467569 -0.26609675 -0.267404722 -0.27183327
#> 19 0.26054949 0.177127417 0.13386090 0.06952434 0.008489576 -0.05438338
#> 20 0.13213801 0.203721385 0.23047670 0.26242373 0.292776952 0.32545928
#> 21 -0.41302341 -0.497983695 -0.57619692 -0.65024996 -0.724231421 -0.79807641
#> 22 -0.30695331 -0.317632829 -0.35639319 -0.39694898 -0.438506764 -0.47719880
#> 23 -0.89307413 -0.997230611 -1.08264530 -1.16141636 -1.237102438 -1.31098882
#> 24 -0.52009280 -0.717283707 -0.79591813 -0.85451515 -0.912733469 -0.96994182
#> 25 -0.23830809 -0.213229094 -0.21434928 -0.22026185 -0.221204410 -0.22726560
#> 26 -0.87381425 -0.994313625 -1.11363511 -1.23980907 -1.363108601 -1.48258232
#> 27 -0.76931664 -0.921010896 -1.03332831 -1.14277016 -1.251961612 -1.36278507
#> 28 -0.80163170 -0.865786543 -0.93855263 -1.02369982 -1.107027540 -1.19360386
#> 29 -0.78068558 -0.998628278 -1.10171123 -1.21113377 -1.313354329 -1.41511293
#> 30 -0.74380996 -0.899448016 -0.98589055 -1.07759140 -1.165077253 -1.25474564
#> 31 -1.13874651 -1.211541321 -1.38682260 -1.56926803 -1.750143182 -1.92594436
#> 32 -0.69951245 -0.905939144 -1.05288478 -1.22368781 -1.384508558 -1.54606576
#> 33 0.17022638 0.355875243 0.40943215 0.45721208 0.501426878 0.54607299
#> 34 -0.37191582 -0.442598370 -0.55075690 -0.65935545 -0.765901080 -0.86638637
#> 35 0.02826441 -0.099006171 -0.18686972 -0.26588525 -0.342316844 -0.41616675
#> 36 -0.29252090 -0.378517465 -0.45362607 -0.52496960 -0.595924048 -0.66783479
#> 37 -0.77153814 -0.911083325 -1.05291979 -1.20493119 -1.355163689 -1.50689085
#> 38 -1.23285103 -1.382406806 -1.51590959 -1.65330117 -1.788503135 -1.92636055
#> 39 -0.48010793 -0.493287830 -0.52915119 -0.57068180 -0.615205907 -0.65989634
#> 40 -0.64071119 -0.692112353 -0.72229864 -0.76279332 -0.806114396 -0.84778307
#> 41 -0.11191607 -0.182590183 -0.19968302 -0.22645679 -0.255071865 -0.28628870
#> 42 -0.79157646 -0.883704260 -1.02150379 -1.17706346 -1.331446701 -1.48360763
#> 43 -0.87338947 -1.048520778 -1.18468516 -1.34153614 -1.496174399 -1.64842755
#> 44 -1.04154504 -1.149875831 -1.27670768 -1.41299487 -1.549489546 -1.68844696
#> 45 -0.88182505 -1.071832237 -1.21285629 -1.36386243 -1.513187160 -1.66065578
#> 46 -1.29647538 -1.524949459 -1.69708673 -1.86521803 -2.031733967 -2.20206098
#> 47 -0.83539086 -0.935446422 -1.04640128 -1.17423919 -1.302462267 -1.43323706
#> 48 -1.41897790 -1.701784763 -1.87540818 -2.04594907 -2.210593330 -2.37641233
#> 49 -1.37464112 -1.733026787 -1.94876713 -2.17145883 -2.390338750 -2.60323992
#> 50 -1.17438785 -1.431047820 -1.62835003 -1.83374146 -2.036277267 -2.23330220
#> 51 -0.09494976 0.228657796 0.26459306 0.30152449 0.334938695 0.36984038
#> 52 -0.55998747 -0.582573167 -0.61939457 -0.66867430 -0.719096333 -0.77109860
#> 53 -0.58433848 -0.534730351 -0.55929376 -0.59287944 -0.630162463 -0.67055502
#> 54 -0.65050923 -0.657154065 -0.68685723 -0.71178510 -0.739134953 -0.77028268
#> 55 -0.55885028 -0.495380733 -0.48183880 -0.47327507 -0.465677035 -0.45991070
#> 56 -0.41305458 -0.312914387 -0.27526859 -0.22948269 -0.186679671 -0.14578785
#> 57 -0.63950964 -0.622554327 -0.61305650 -0.58099501 -0.555369142 -0.53495633
#> 58 -0.49598061 -0.461853280 -0.44561148 -0.42268461 -0.401304374 -0.37972793
#> 59 0.19559776 0.233676298 0.24830569 0.25128370 0.254257201 0.25954575
#> 60 0.74346654 0.710338425 0.76834068 0.81801433 0.866851181 0.91498476
#> 61 0.45664483 0.565706431 0.63904692 0.69238058 0.743092804 0.79551808
#> 62 0.55853253 0.547415111 0.59232659 0.62256569 0.651958689 0.68120308
#> 63 0.24772024 -0.005902442 -0.07240133 -0.16542863 -0.255384283 -0.34402169
#> 64 0.16137318 -0.057873286 -0.10879749 -0.17374098 -0.232845334 -0.29116760
#> 65 -0.04285758 -0.028420169 -0.11303389 -0.20570708 -0.297245909 -0.38117450
#> 66 -0.23312150 -0.254224302 -0.32646719 -0.42043916 -0.511862526 -0.60236586
#> 67 -0.61891772 -0.617640749 -0.63157594 -0.66146548 -0.691929900 -0.72418836
#> 68 -0.68236883 -0.978227143 -1.05102076 -1.07778524 -1.102219300 -1.12614329
#> 69 0.53619289 0.516757515 0.63287055 0.96320473 1.283934657 1.59298725
#> 70 0.28266597 0.340127653 0.39346426 0.46593671 0.534301482 0.60516030
#> 71 1.32202985 1.350649793 1.44629819 1.55292074 1.664113930 1.77435941
#> 72 1.38589668 1.484537069 1.60439802 1.73124565 1.863210465 1.99333081
#> 73 0.26481805 0.085158116 0.10041299 0.16083143 0.223167671 0.28139800
#> 74 -0.03299676 -0.038375949 -0.07336355 -0.12483871 -0.173264942 -0.21243369
#> 75 0.37261795 0.374082085 0.35064529 0.31350566 0.278366876 0.24691997
#> 76 -0.08024600 -0.118232014 -0.13204504 -0.11186753 -0.094357265 -0.07958454
#> 77 -0.76316196 -0.879753602 -0.94117438 -0.97628888 -1.012191322 -1.04498069
#> 78 -0.57106932 -0.775188469 -0.80639253 -0.81783225 -0.827246771 -0.83370460
#> 79 -0.47151483 -0.407388008 -0.41275726 -0.37773167 -0.346556836 -0.32009929
#> 80 -0.17835732 -0.190358233 -0.24109915 -0.27101516 -0.298942438 -0.31966595
#> 81 -0.24200822 -0.188941752 -0.20304077 -0.23169901 -0.260393880 -0.28435937
#> 82 0.10897218 -0.007304828 -0.00857466 -0.02339634 -0.035366665 -0.03718681
#> 83 0.01960154 0.132960836 0.15417697 0.19044994 0.227477232 0.26414512
#> 84 0.47567021 0.604595705 0.68889766 0.78416445 0.877135674 0.97076901
#> 85 -0.02675934 0.037658973 0.07002948 0.09106666 0.110853339 0.13182513
#> 86 0.07192840 0.051236959 0.07286847 0.09158678 0.109344836 0.12821773
#> 87 0.54727866 0.735117666 0.80007437 0.87602291 0.951919765 1.03663247
#> 88 1.24575219 1.319009877 1.40014122 1.43994538 1.484173707 1.53064076
#> 89 0.86813799 0.822557205 0.90070515 0.97396299 1.051904728 1.12848815
#> 90 0.80100090 0.853282944 0.93143568 1.04891748 1.166663119 1.29590347
#> 91 1.10981991 1.191234233 1.23051266 1.24249892 1.257273345 1.27333553
#> 92 1.53112472 1.704224659 1.80041133 1.93788112 2.075127747 2.22124688
#> 93 0.44257610 0.060458972 0.03227524 0.01789473 0.014167588 0.02372977
#> 94 1.35945539 1.729022133 1.80778590 1.90654447 2.004202298 2.09999388
#> 95 2.22115525 2.015579965 2.07400620 2.10172405 2.137773262 2.18240423
#> 96 0.20549206 0.345636180 0.44436357 0.55236689 0.658524269 0.77092721
#> 97 0.79317236 0.905012002 1.12739402 1.32377961 1.528333876 1.74192024
#> 98 1.04895655 1.457011624 1.65226357 1.88266402 2.110364466 2.34866391
#> 99 1.18899529 1.689389990 1.90630501 2.10979762 2.313376809 2.51964572
#> 100 0.25838123 0.682309368 0.86762231 1.09721380 1.320318781 1.54371435
#> 101 0.32204763 0.515294223 0.55455478 0.62051379 0.686205376 0.74906119
#> 102 0.18347545 0.271637113 0.34776192 0.44686260 0.542517981 0.64175118
#> 103 -0.44031266 -0.477997172 -0.50919724 -0.54176625 -0.573741523 -0.60848215
#> 104 -0.23424863 -0.364782807 -0.41607050 -0.48773669 -0.556405152 -0.62204571
#> 105 -0.21182521 -0.026456451 0.02063987 0.08654593 0.145899128 0.19956142
#> 106 -0.42076817 -0.344290311 -0.31596565 -0.27891140 -0.244514409 -0.21396991
#> 107 0.91374189 0.996533308 1.04037542 1.07752102 1.113449815 1.14855504
#> 108 0.60826936 0.704324507 0.70557172 0.71066665 0.714206196 0.71917590
#> 109 0.59918918 0.639241798 0.65512666 0.66057363 0.667741783 0.67491139
#> 110 0.42174690 0.452754473 0.46501061 0.48394010 0.501260860 0.51389097
#> 111 0.91071277 0.947065900 1.03620790 1.10614782 1.175390894 1.24407369
#> 112 0.33358258 0.325409009 0.37564618 0.41404416 0.452767310 0.48678141
#> 113 0.92376292 0.931149306 0.96352599 0.97950236 0.993623003 1.00551078
#> 114 0.63520752 0.678841049 0.80921986 0.95125888 1.087283644 1.21744826
#> 115 -0.14905645 -0.190080150 -0.21723043 -0.26312441 -0.309397325 -0.35831354
#> 116 -0.43068100 -0.395847654 -0.51800112 -0.66141956 -0.803217527 -0.94284605
#> 117 0.29907727 0.453835671 0.49491878 0.53747090 0.578990259 0.61809102
#> 118 1.36295831 1.809889601 1.93075683 2.01777131 2.101050084 2.18593182
#> 119 -0.15173324 -0.149862560 -0.20734133 -0.28485962 -0.358833830 -0.42880191
#> 120 0.32663889 0.264176495 0.26785963 0.26603755 0.265077312 0.26557441
#> 121 2.10038841 2.521502521 2.73483394 2.90622725 3.077797335 3.24881607
#> 122 1.76417493 2.083669314 2.32248285 2.52773901 2.732029054 2.93705532
#> 123 1.78490134 2.037481344 2.23379762 2.40498947 2.577596006 2.75108940
#> 124 1.69552055 1.989409476 2.18543322 2.37593117 2.565641454 2.75759864
#> 125 2.42318970 2.569737887 2.74566285 2.89083151 3.042201425 3.19745028
#> 126 2.11753245 2.526278533 2.74445167 2.92139581 3.100354214 3.27925367
#> 127 0.60149756 0.560588645 0.62288867 0.66196626 0.702358279 0.74361064
#> 128 0.35469557 0.425769692 0.50248169 0.57640148 0.649999210 0.72079246
#> 129 0.39435823 0.317535589 0.37666435 0.43842837 0.499778810 0.55958434
#> 130 0.15337427 0.118822298 0.16059747 0.20264000 0.243181729 0.28030163
#> 131 0.04912473 -0.048979405 -0.02820754 -0.03163955 -0.032925819 -0.03603823
#> 132 0.66026045 0.836550710 0.96379560 1.08370241 1.201045148 1.31673111
#> 133 0.56319738 0.661341309 0.75877720 0.84770116 0.935276543 1.02209082
#> 134 0.88722317 0.938903656 1.01419411 1.05555046 1.096947132 1.13660985
#> 135 0.78271375 0.890617289 0.99356680 1.09534044 1.194707397 1.29117866
#> 136 0.82080411 0.780801351 0.84928382 0.92375654 0.998743803 1.06971978
#> 137 0.26821813 0.213526513 0.23790295 0.24487367 0.252897751 0.25913935
#> 138 0.51899012 0.558108091 0.61845690 0.68391378 0.745673712 0.80890779
#> 139 0.14779239 0.337246033 0.37481410 0.39326972 0.412871373 0.43048545
#> 0.0656 0.0611 0.0570 0.0532 0.0496 0.0463
#> 1 0.50903795 0.430578713 0.35191836 0.19084284 0.02859182 -0.11806347
#> 2 2.36055812 2.442391829 2.52554172 2.62308725 2.66390261 2.63520669
#> 3 0.86707577 1.010739984 1.15804047 1.30568772 1.45454709 1.53380487
#> 4 0.07590417 0.020409849 -0.03702215 -0.25004343 -0.51322058 -0.83464064
#> 5 -0.52704551 -0.530355540 -0.53044089 -0.55452966 -0.63267346 -0.72636618
#> 6 0.98708012 1.040424984 1.09260762 1.13312449 1.26847397 1.48802373
#> 7 -0.57696379 -0.550925294 -0.52674431 -0.41857717 -0.27069388 -0.12983115
#> 8 -1.19036497 -1.268979302 -1.34877625 -1.40372254 -1.40562687 -1.29776661
#> 9 -1.06815962 -1.126655147 -1.18518941 -1.27069765 -1.38157207 -1.48554546
#> 10 -0.74119110 -0.744666029 -0.75005745 -0.69451262 -0.57068976 -0.42810615
#> 11 -0.80351175 -0.910490129 -1.01743939 -1.13157568 -1.24953827 -1.36408754
#> 12 -0.46545152 -0.522328583 -0.57350662 -0.59784606 -0.63861539 -0.63980872
#> 13 -1.07234478 -1.139491990 -1.20216501 -1.31728752 -1.40571490 -1.41656392
#> 14 -1.28344592 -1.434850733 -1.59092801 -1.81794166 -2.12296822 -2.48772132
#> 15 0.04093580 0.003733498 -0.03252256 -0.01227356 -0.02267227 0.01154738
#> 16 0.11584702 0.118545485 0.12686864 0.12282154 0.16175887 0.21468720
#> 17 -0.17970207 -0.126106173 -0.07184351 -0.05225374 0.01347555 0.09629064
#> 18 -0.30527273 -0.338400154 -0.37150699 -0.50457507 -0.66944378 -0.87531853
#> 19 -0.15419824 -0.254600798 -0.35668392 -0.45697622 -0.51675165 -0.48271971
#> 20 0.38979059 0.453599991 0.51750302 0.61635393 0.75758334 0.84348794
#> 21 -0.87050160 -0.945138066 -1.02245755 -1.13204113 -1.26287892 -1.39083897
#> 22 -0.48169932 -0.488570247 -0.49776277 -0.52050885 -0.53490578 -0.61609705
#> 23 -1.38846608 -1.464934656 -1.54107185 -1.56471609 -1.65534902 -1.75481082
#> 24 -1.02037262 -1.071889836 -1.12475295 -1.14399243 -1.20145531 -1.34997950
#> 25 -0.31335177 -0.395285836 -0.47410537 -0.50154783 -0.47339552 -0.28642136
#> 26 -1.58407777 -1.686949971 -1.79209816 -1.81059509 -1.83717668 -1.78656058
#> 27 -1.48806529 -1.616762013 -1.74980810 -1.82956718 -1.93860484 -2.01276966
#> 28 -1.31957498 -1.446746509 -1.57626445 -1.67908976 -1.80964075 -1.99068488
#> 29 -1.55921587 -1.700302018 -1.83991111 -1.92359942 -2.01097706 -2.04266923
#> 30 -1.39030896 -1.525322862 -1.66112996 -1.75927948 -1.95731238 -2.24441986
#> 31 -2.06385155 -2.205625690 -2.35225696 -2.51949751 -2.76009350 -3.02337760
#> 32 -1.77856948 -2.008236389 -2.23751391 -2.52404725 -2.86420801 -3.15580660
#> 33 0.61334588 0.681834318 0.75252898 0.75360355 0.74998924 0.70686326
#> 34 -0.92399446 -0.983560570 -1.04554100 -1.07608908 -1.05707828 -0.92242693
#> 35 -0.48348750 -0.551682673 -0.62131688 -0.74254854 -0.82907771 -0.82559309
#> 36 -0.75084544 -0.835713943 -0.92300926 -0.94029762 -0.94139490 -0.86002078
#> 37 -1.68335676 -1.862396307 -2.04534615 -2.22465408 -2.41221410 -2.60746370
#> 38 -2.09990051 -2.275899334 -2.45583235 -2.63224777 -2.82429524 -3.04507082
#> 39 -0.68423167 -0.712576925 -0.74495091 -0.74904681 -0.73685291 -0.73920406
#> 40 -0.85390866 -0.863146300 -0.87535930 -0.87273143 -0.89796214 -0.99831650
#> 41 -0.32751233 -0.371581425 -0.41876000 -0.42265608 -0.43154240 -0.47122496
#> 42 -1.61962891 -1.760251187 -1.90660819 -1.99012991 -2.08118222 -2.12911522
#> 43 -1.78895443 -1.933493466 -2.08334260 -2.14812797 -2.23692397 -2.28580584
#> 44 -1.84508803 -2.006494316 -2.17387519 -2.28719315 -2.40240048 -2.46695920
#> 45 -1.79815591 -1.939880965 -2.08702673 -2.17717784 -2.29234205 -2.35272875
#> 46 -2.41501440 -2.631839106 -2.85420836 -3.03748489 -3.25990158 -3.43002026
#> 47 -1.58165341 -1.734681897 -1.89347293 -2.02682052 -2.19387870 -2.37274072
#> 48 -2.59119538 -2.804974998 -3.01961053 -3.20916611 -3.41691376 -3.66995921
#> 49 -2.78328630 -2.966795456 -3.15526022 -3.30280553 -3.49540190 -3.76431406
#> 50 -2.39581777 -2.562230728 -2.73384350 -2.86435546 -3.02867260 -3.24551292
#> 51 0.43894654 0.507699934 0.57701498 0.69253844 0.75542905 0.70044361
#> 52 -0.82768971 -0.886954150 -0.94932310 -0.98007472 -0.97990267 -1.03720208
#> 53 -0.71289339 -0.759386655 -0.81017391 -0.83283238 -0.79614073 -0.76877888
#> 54 -0.81939946 -0.870795468 -0.92466283 -0.94473283 -0.92485932 -0.94501522
#> 55 -0.46411219 -0.468063657 -0.47175562 -0.60995644 -0.78382862 -0.99947259
#> 56 -0.10357231 -0.061273647 -0.01832174 -0.11292952 -0.25773373 -0.47276118
#> 57 -0.52051989 -0.509094634 -0.50003198 -0.59466279 -0.72104815 -0.90980607
#> 58 -0.34606728 -0.312230686 -0.27783252 -0.25928972 -0.27980642 -0.35899457
#> 59 0.28684581 0.313647338 0.34010060 0.30519618 0.25411489 0.17745477
#> 60 0.96149208 1.008364999 1.05596324 1.00047499 0.90039679 0.74628675
#> 61 0.88115046 0.965998925 1.05079579 1.03976790 0.99551505 0.86830551
#> 62 0.71554670 0.749122138 0.78212453 0.73737013 0.67043888 0.53670651
#> 63 -0.43961280 -0.536191723 -0.63472709 -0.82353567 -0.99934040 -1.05161423
#> 64 -0.38075034 -0.467806897 -0.55341118 -0.70223898 -0.86272923 -0.93824166
#> 65 -0.40184456 -0.425210327 -0.45142400 -0.60469552 -0.82041983 -1.07026350
#> 66 -0.69835236 -0.796407873 -0.89754086 -1.07183547 -1.33029372 -1.74771539
#> 67 -0.76638521 -0.810184685 -0.85600185 -0.88663708 -0.94687364 -1.12757892
#> 68 -1.16526074 -1.200463183 -1.23178574 -1.25492830 -1.27753227 -1.33411350
#> 69 1.83766255 2.091727525 2.35898013 2.68302133 3.00753969 3.22865362
#> 70 0.72350226 0.841523463 0.96055271 1.05765448 1.15999701 1.13289702
#> 71 1.84288984 1.917489712 1.99835258 2.05863359 2.14597378 2.16886086
#> 72 2.06965950 2.153187947 2.24409875 2.34911031 2.45837362 2.47515104
#> 73 0.28547915 0.293895436 0.30676427 0.28717807 0.26595456 0.17585858
#> 74 -0.18477835 -0.157268393 -0.12995097 -0.12864931 -0.13991157 -0.18391233
#> 75 0.23809189 0.227985719 0.21629958 0.18003740 0.16486166 0.17054506
#> 76 -0.07377463 -0.069250245 -0.06563138 -0.09985764 -0.12823399 -0.14974352
#> 77 -1.04536094 -1.045954488 -1.04646663 -1.07404707 -1.09992269 -1.13770816
#> 78 -0.82785846 -0.819191002 -0.80761452 -0.78383731 -0.78232310 -0.77547353
#> 79 -0.31517191 -0.310283342 -0.30484796 -0.35944520 -0.36519502 -0.27648578
#> 80 -0.28886400 -0.257000918 -0.22376903 -0.16637956 -0.10140081 0.01442950
#> 81 -0.26291910 -0.242848225 -0.22403732 -0.20995867 -0.16066563 -0.07540716
#> 82 0.03582712 0.110572766 0.18741743 0.24673664 0.28244249 0.29745598
#> 83 0.28935945 0.317547890 0.34902082 0.31062926 0.31718035 0.40193940
#> 84 1.08372221 1.197920421 1.31441358 1.43379908 1.54686764 1.63081435
#> 85 0.17226882 0.212472262 0.25278353 0.25622989 0.23336542 0.18631331
#> 86 0.16375071 0.199075493 0.23451592 0.24929205 0.26859354 0.31747934
#> 87 1.20053808 1.366614754 1.53620501 1.77729085 2.00264654 2.19710748
#> 88 1.56968303 1.611446622 1.65565634 1.61041709 1.56715324 1.57520623
#> 89 1.15966966 1.196741834 1.23957697 1.21690397 1.20908113 1.29255210
#> 90 1.52471213 1.757667362 1.99673242 2.27268172 2.52744078 2.69363976
#> 91 1.27965511 1.288853153 1.30084235 1.29745185 1.41586784 1.66753285
#> 92 2.44134132 2.667039417 2.90047955 3.19670010 3.53991608 3.85868800
#> 93 0.07996745 0.146248376 0.22261008 0.38671133 0.60058452 0.84875575
#> 94 2.17842410 2.260059005 2.34587311 2.40875162 2.53296978 2.72172971
#> 95 2.25063958 2.323439020 2.40058298 2.64097971 2.92596299 3.39695542
#> 96 0.94964955 1.131704214 1.31870564 1.55539189 1.73957518 1.75654036
#> 97 1.97710102 2.228788166 2.49832028 2.73558421 2.89005310 2.86815567
#> 98 2.69090376 3.042063073 3.40542546 3.83238489 4.21196052 4.47772559
#> 99 2.74195264 2.973419587 3.21589321 3.45326826 3.65127286 3.80955233
#> 100 1.80203108 2.067109625 2.34183629 2.55394193 2.72970830 2.76103068
#> 101 0.78133100 0.817639525 0.85857155 0.88755613 0.94714578 1.12272149
#> 102 0.79276606 0.945677201 1.10207228 1.27492838 1.51994926 1.81325794
#> 103 -0.67123965 -0.734616080 -0.79916385 -0.85835898 -0.89765687 -0.87810520
#> 104 -0.67714646 -0.732797409 -0.78971479 -0.86753787 -0.91428360 -0.89468764
#> 105 0.24246685 0.283153374 0.32248973 0.24976596 0.20093051 0.15570811
#> 106 -0.20277678 -0.191118605 -0.17864508 -0.26820609 -0.37549615 -0.52295750
#> 107 1.18054583 1.213275961 1.24719496 1.29384978 1.33024273 1.39022802
#> 108 0.74399335 0.768394002 0.79288096 0.84851695 0.87853123 0.87791028
#> 109 0.66756522 0.662603106 0.65997394 0.65364556 0.60337273 0.49400840
#> 110 0.49069783 0.467798471 0.44528887 0.45195068 0.44326638 0.44220289
#> 111 1.30749814 1.374306534 1.44515027 1.51834656 1.58899888 1.65984745
#> 112 0.47471270 0.464291347 0.45533910 0.48409502 0.52649122 0.61228720
#> 113 1.00892840 1.010272669 1.00962824 1.08791720 1.16543468 1.31556957
#> 114 1.32842003 1.441109735 1.55692311 1.68068937 1.78040565 1.76107506
#> 115 -0.43003565 -0.502297233 -0.57554671 -0.65165476 -0.62752765 -0.44281560
#> 116 -1.07172175 -1.204085499 -1.34097825 -1.45836420 -1.46405626 -1.21499052
#> 117 0.64136999 0.664659988 0.68817387 0.77075548 0.96144756 1.24497432
#> 118 2.30887014 2.430324814 2.55136517 2.70180183 2.95106276 3.35761553
#> 119 -0.48285301 -0.537644076 -0.59391981 -0.55219275 -0.51160044 -0.40710243
#> 120 0.27410459 0.282627096 0.29111879 0.38567262 0.42429253 0.40557738
#> 121 3.41036900 3.576438568 3.74804703 4.00148109 4.35625185 4.87042056
#> 122 3.14970636 3.369097438 3.59686081 3.82086059 4.09727294 4.40802301
#> 123 2.91800734 3.092061990 3.27440968 3.47494512 3.72750786 4.04548598
#> 124 2.96851362 3.185988979 3.41180070 3.66189151 3.94940340 4.28202311
#> 125 3.34355310 3.497822089 3.66081762 3.95313997 4.34514381 4.92229963
#> 126 3.44018774 3.607732449 3.78281475 4.00448503 4.30450622 4.74004062
#> 127 0.78465921 0.827294682 0.87159257 1.01481191 1.17873742 1.30300329
#> 128 0.76626221 0.814298201 0.86525402 0.97785680 1.09114918 1.14841820
#> 129 0.60663210 0.655571192 0.70678910 0.83336966 0.94350231 0.97561538
#> 130 0.29565081 0.311177824 0.32706530 0.41426802 0.49262838 0.50596120
#> 131 -0.06802640 -0.099020282 -0.12959494 -0.08841542 -0.07674177 -0.14452407
#> 132 1.43175774 1.549026302 1.66955726 1.83017228 2.01676020 2.20232167
#> 133 1.10966671 1.198966635 1.29068450 1.46018951 1.66317007 1.88520704
#> 134 1.16109086 1.185601883 1.21010814 1.29686262 1.45011326 1.72500470
#> 135 1.37542715 1.460632323 1.54754527 1.68897249 1.87146458 2.09508093
#> 136 1.09950559 1.131197372 1.16492293 1.30875753 1.43354376 1.55365938
#> 137 0.24339419 0.227928823 0.21241010 0.28426337 0.31279972 0.30442140
#> 138 0.90948533 1.008662723 1.10745392 1.31629940 1.49841610 1.60475968
#> 139 0.42295201 0.416380872 0.41050960 0.47675750 0.50789884 0.52630475
#> 0.0431 0.0402 0.0375 0.0350 0.0326
#> 1 -0.286666169 -0.5135836047 -0.759365701 -0.848525795 -1.592652206
#> 2 2.619926921 2.7319393039 2.903833816 2.857839155 0.805496004
#> 3 1.574142475 1.4888478527 1.416806880 1.415247273 -0.366371177
#> 4 -1.205539247 -1.6247871145 -2.076771268 -2.195497538 -3.759163623
#> 5 -0.785704400 -1.0955256938 -1.452349764 -1.466372908 -2.944102865
#> 6 1.707693139 1.9664376050 2.276941406 2.345595407 1.651474758
#> 7 0.002587197 0.1330290146 0.260051790 0.289973881 1.432549745
#> 8 -1.142014031 -0.9550784794 -0.769000230 -0.698548803 0.395083681
#> 9 -1.607301842 -1.6082773871 -1.626023201 -1.604122280 -2.594017774
#> 10 -0.329936328 -0.1275270459 0.074378986 0.084587890 -0.990249387
#> 11 -1.522087585 -1.5430898965 -1.583506859 -1.647160467 -2.179808658
#> 12 -0.604908987 -0.6464541730 -0.705401065 -0.686269993 -2.375707974
#> 13 -1.407813421 -1.5009532443 -1.625295799 -1.553340640 -1.324593219
#> 14 -2.901373927 -3.3099340074 -3.780252929 -3.983136999 -5.295900134
#> 15 0.111214626 0.1279697756 0.144566376 0.159376274 -1.688395212
#> 16 0.201381682 0.0813157059 -0.053104637 -0.102661481 0.025779366
#> 17 0.162797107 -0.0101126595 -0.207908652 -0.209755904 -0.645299025
#> 18 -1.101938852 -1.4462803601 -1.826041173 -1.908977787 -2.893022045
#> 19 -0.434754466 -0.2675701088 -0.083975059 -0.069175631 0.279082622
#> 20 0.874579839 0.8199815912 0.755314223 0.687217420 0.636823954
#> 21 -1.536799504 -1.7316851386 -1.963694574 -2.059823541 -1.493720793
#> 22 -0.773332022 -0.9983313861 -1.264084718 -1.378272071 -1.895683913
#> 23 -1.796028313 -1.8490249281 -1.932666764 -1.940368361 -3.019939597
#> 24 -1.550403385 -1.9011520349 -2.322744319 -2.513293492 -3.925446272
#> 25 0.013299231 0.4992948058 1.039608881 1.239814616 1.713355216
#> 26 -1.672401706 -1.4717848950 -1.280074333 -1.241692842 -2.008407299
#> 27 -2.046037939 -2.0172484220 -2.012264310 -2.055741609 -2.827825482
#> 28 -2.204969465 -2.4234375298 -2.693512911 -2.818046427 -4.246114665
#> 29 -2.038815790 -2.0595202186 -2.119465100 -2.103759905 -2.149157426
#> 30 -2.519971533 -2.4853392501 -2.463442943 -2.486154401 -1.668784285
#> 31 -3.328771390 -3.7133914177 -4.179817019 -4.383369155 -6.040973917
#> 32 -3.447385770 -3.8387652557 -4.308308241 -4.453918121 -6.422963012
#> 33 0.574789225 0.6772102667 0.824594400 0.856062973 0.990537854
#> 34 -0.770676987 -0.6632477430 -0.570342178 -0.536410567 -1.597459549
#> 35 -0.832385455 -0.9905396978 -1.183869105 -1.217866456 -2.347602846
#> 36 -0.739604726 -0.6334613508 -0.534115298 -0.565405141 -0.554173050
#> 37 -2.903615415 -3.2453763879 -3.663721430 -3.925090592 -4.782858242
#> 38 -3.317899100 -3.6549565220 -4.076096102 -4.246214699 -7.209426125
#> 39 -0.762312924 -0.7355853305 -0.717968873 -0.774013088 -0.590467980
#> 40 -1.131924901 -1.2635141915 -1.421463767 -1.499206798 -1.028633566
#> 41 -0.523380847 -0.5336167138 -0.550557239 -0.603069384 -0.348542355
#> 42 -2.172142242 -2.2490103483 -2.371409141 -2.519729233 -3.740396639
#> 43 -2.290687944 -2.2374798624 -2.215030908 -2.277124913 -1.938513991
#> 44 -2.513861819 -2.3963713857 -2.297400300 -2.334197282 -2.315449932
#> 45 -2.358900853 -2.3172189916 -2.305919692 -2.366211159 -1.933596472
#> 46 -3.565092217 -3.7151351873 -3.928589873 -4.029474151 -5.003382221
#> 47 -2.573445775 -2.7074255161 -2.882944067 -3.020180719 -3.830217326
#> 48 -4.025349249 -4.5751041859 -5.253270933 -5.505412686 -8.574495230
#> 49 -4.137832261 -4.1835444656 -4.290177707 -4.389810249 -4.437274771
#> 50 -3.556152952 -3.9600087672 -4.469196111 -4.704831255 -7.282158497
#> 51 0.596803272 0.4742466115 0.349832789 0.283100244 -0.172586536
#> 52 -1.175398084 -1.4248827065 -1.728240911 -1.881169487 -3.016530567
#> 53 -0.805461733 -0.9180224387 -1.062851234 -1.159784283 -2.596140132
#> 54 -1.036002086 -1.2372882623 -1.486058577 -1.586863642 -2.709490184
#> 55 -1.227038904 -1.4998365952 -1.794090410 -1.803219823 -2.218491539
#> 56 -0.699879361 -1.0702218391 -1.467154123 -1.489736719 -1.821141970
#> 57 -1.126021385 -1.3852905081 -1.667019116 -1.700307882 -2.496167922
#> 58 -0.414000537 -0.5463698799 -0.693167007 -0.702248378 -1.070122805
#> 59 0.095266432 0.0854237618 0.089690252 0.080300837 0.410406633
#> 60 0.582925243 0.3820965610 0.190149801 0.150384715 0.700333946
#> 61 0.707859381 0.4798992945 0.256369383 0.178910676 0.695080248
#> 62 0.370731443 0.1678722583 -0.037066643 -0.113927936 -0.426184145
#> 63 -1.082772669 -1.1749804524 -1.277663485 -1.289533967 -0.429247641
#> 64 -0.972712548 -0.9633430718 -0.952360420 -0.918163986 -0.505790841
#> 65 -1.365161233 -1.6993363425 -2.070886137 -2.188824745 -2.045280994
#> 66 -2.277437990 -2.8462866828 -3.492680090 -3.741462511 -6.211345350
#> 67 -1.365098607 -1.6016983022 -1.879238675 -2.011792567 -3.608484697
#> 68 -1.451856139 -1.3435205580 -1.245819131 -1.123561390 0.142492712
#> 69 3.418333328 3.1634618123 2.889442678 3.005924326 3.445158109
#> 70 1.005416118 0.9704845275 0.946391824 0.876140088 -0.017027755
#> 71 2.146591934 2.0731977043 2.014380523 2.025288892 1.848273693
#> 72 2.464067266 2.4831007836 2.534022542 2.553708343 2.606383686
#> 73 0.037688106 -0.0020178634 -0.044098305 -0.006394799 1.412983232
#> 74 -0.239186421 -0.3938163558 -0.574297519 -0.648580613 -0.478129811
#> 75 0.170196461 0.2954709255 0.439426341 0.401428883 -0.019170349
#> 76 -0.167572944 -0.0920970169 -0.004210213 -0.009272230 -0.315413399
#> 77 -1.201702360 -1.3081449846 -1.446759109 -1.406629559 -1.184977441
#> 78 -0.718779172 -0.7354162606 -0.768763888 -0.677379869 0.094236576
#> 79 -0.169710905 0.0031390311 0.200644951 0.366769370 0.489221297
#> 80 0.175156101 0.4068558556 0.656751720 0.780777520 1.338946098
#> 81 0.022431820 0.0966896983 0.174729608 0.228174356 -0.729358175
#> 82 0.341589926 0.4073840189 0.485420528 0.564602226 3.105102100
#> 83 0.496425696 0.8169041709 1.192274097 1.414608797 2.220224502
#> 84 1.752586869 1.8156697803 1.910506189 1.998230261 2.889372102
#> 85 0.162579461 0.2120196985 0.284425279 0.311102263 0.533915421
#> 86 0.411126692 0.5186727076 0.649898060 0.727864937 1.464127842
#> 87 2.458623860 2.7878752462 3.176209537 3.340820567 4.330515087
#> 88 1.639365193 1.8363413181 2.100262767 2.165624273 2.998275244
#> 89 1.467479523 1.7697724461 2.142036651 2.244362885 2.894345669
#> 90 2.892306098 3.0769625412 3.303912408 3.495380570 5.828205226
#> 91 1.856145623 1.9403336378 2.049828544 2.036134177 1.625969369
#> 92 4.127935858 4.0071135704 3.892904263 3.882501553 3.648711106
#> 93 1.086813822 1.3475851579 1.618232455 1.798217276 5.705514178
#> 94 2.855420952 3.0378201369 3.281701902 3.344843285 3.156339780
#> 95 4.061675752 4.9633043703 6.002153346 6.275320908 10.826247053
#> 96 1.752449390 1.6918586038 1.642933542 1.622249294 1.201830990
#> 97 2.849102073 2.6559432246 2.489842771 2.595161563 5.754595803
#> 98 4.763955390 5.4381136128 6.258619959 6.516140786 10.932558852
#> 99 4.013465043 4.1905674901 4.458958741 4.593205103 6.138047726
#> 100 2.731684937 2.4980210709 2.285543851 2.346428412 2.665173457
#> 101 1.346707559 1.6468619365 2.005803293 2.105385903 2.256827346
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#> 107 1.449901578 1.3912950648 1.351164301 1.304690742 2.074701007
#> 108 0.833018348 0.6258064990 0.404309206 0.293923708 0.005967897
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#> 110 0.430113323 0.3840743848 0.344948974 0.289661585 0.664016963
#> 111 1.706705869 1.7053144058 1.737728336 1.718822677 3.062426271
#> 112 0.748681262 0.9174881615 1.120427077 1.182179725 1.580165051
#> 113 1.543242831 2.0459566556 2.636050255 2.721235363 2.474624684
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#> 117 1.542540516 1.8657659714 2.229702995 2.360533602 1.381400046
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#> 119 -0.223534705 0.1459153481 0.547123757 0.614367593 0.627815669
#> 120 0.428018555 0.5396014161 0.669425611 0.671516985 0.958101577
#> 121 5.496241897 6.3843785940 7.449446702 7.748151433 9.350407345
#> 122 4.749899797 5.1035851439 5.571599355 5.730949178 7.822440703
#> 123 4.413478854 4.7518715767 5.190778512 5.336112031 7.141825213
#> 124 4.666562677 4.9968557798 5.427609323 5.573074419 6.757169432
#> 125 5.648609096 6.5302682359 7.571146206 7.905563692 11.268661791
#> 126 5.277494453 5.9337144624 6.739878526 6.981485224 7.876679505
#> 127 1.430829554 1.6631129511 1.932236024 1.983090523 3.453753164
#> 128 1.203677021 1.2119392010 1.233525107 1.238920960 1.253631294
#> 129 1.009373940 1.0507681699 1.105751730 1.092946310 1.968648781
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#> 133 2.162840637 2.5085491741 2.917269753 3.049724986 4.946733769
#> 134 2.085309765 2.5887503551 3.177595815 3.327294010 5.577584467
#> 135 2.378240949 2.6709011802 3.025308259 3.131330392 4.517332442
#> 136 1.764465261 2.1563438589 2.615416557 2.732853190 4.513485617
#> 137 0.354608181 0.6259725240 0.939891459 0.977947674 2.258024938
#> 138 1.744400784 1.9610651185 2.219026297 2.256944065 4.111626637
#> 139 0.610464299 0.8731260060 1.182189776 1.240528476 1.326031315
#> 0.0304 0.0284 0.0265 0.0247 0.0230
#> 1 -1.782104887 -2.046274090 -2.11818251 -2.13018702 -2.136975564
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#> 7 1.559674305 1.127309208 1.07742654 1.20463078 1.311714604
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#> 59 0.343497761 0.194276142 0.18717742 0.18768899 0.134296131
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#> 72 3.085191543 3.417271686 3.59312641 3.84901172 4.147828272
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#> 79 0.457316229 0.183554250 0.12952484 0.19914679 0.318082789
#> 80 1.537183644 1.872404384 2.29955581 2.50967029 2.655183329
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#> 82 3.738978123 4.888136698 5.71916291 6.10892070 6.295512675
#> 83 2.697797152 3.353391293 3.81017109 4.09699216 4.342484579
#> 84 3.419886050 3.943216652 4.37168587 4.72198541 5.042701745
#> 85 0.685744259 1.298889652 1.42134336 1.35527903 1.288330725
#> 86 1.598229470 1.689475927 1.80412719 1.91632698 1.999300868
#> 87 4.917582216 5.662741121 6.37980247 6.82977258 7.141138056
#> 88 3.318366461 4.311640328 4.76643095 4.88672563 4.925318937
#> 89 2.562908827 2.743357850 2.42481818 2.02133553 1.770328994
#> 90 7.218654163 8.628697174 9.73345985 10.46917182 11.101055099
#> 91 1.585625826 1.338370580 1.29837246 1.31072016 1.319456504
#> 92 4.291851311 4.979723450 5.60450627 5.99050229 6.385308448
#> 93 7.249163586 10.092848411 11.83000978 12.55462344 13.110251591
#> 94 3.543373343 4.300706644 4.82227081 5.19076782 5.523306781
#> 95 12.653450735 16.128640119 18.17039832 19.03309981 19.726639782
#> 96 1.186799097 1.523129461 1.77808466 1.82134892 1.802514752
#> 97 6.010910089 5.888359461 6.30854992 6.73881357 6.962091602
#> 98 12.188750339 15.273456455 16.95857025 17.56837038 18.046091427
#> 99 6.884719193 8.343298923 9.35928282 9.92493061 10.337014488
#> 100 3.003382957 3.466286489 4.05231812 4.51874751 4.941449952
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#> 107 2.478090132 3.389760691 3.80312608 3.94875047 4.121325778
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#> 109 -1.437691155 -1.371773091 -1.39904534 -1.43268674 -1.465320223
#> 110 0.759049012 1.057212576 1.07905914 1.07173631 1.152614293
#> 111 3.362003172 4.198012140 4.61135934 4.75939469 4.881552992
#> 112 1.842839186 2.230127360 2.38055954 2.49083677 2.633898249
#> 113 2.805063060 2.909513553 2.94705464 3.11093656 3.329633229
#> 114 1.373071231 1.415988497 1.62152794 1.74981703 1.878276282
#> 115 0.543169735 0.503399118 0.55576923 0.50102595 0.400953174
#> 116 0.693824474 1.300218373 1.55927459 1.61732064 1.614995817
#> 117 1.716552555 1.668995861 1.64531734 1.77296459 1.926254583
#> 118 8.776764803 10.747758456 11.88391573 12.46128561 12.900186104
#> 119 0.576879475 0.490173583 0.39345386 0.31348377 0.201081476
#> 120 1.255996174 1.979708525 2.49286962 2.72961945 2.908483724
#> 121 10.596840449 13.030230322 14.46604433 15.13470785 15.649364966
#> 122 8.824439911 10.685908956 11.66193303 12.10409396 12.476206728
#> 123 8.203593769 10.336881484 11.39199575 11.81104639 12.189445908
#> 124 7.614212703 9.863144375 11.01833788 11.38456994 11.707547887
#> 125 12.739845413 15.116631276 16.62860098 17.39848718 18.036245049
#> 126 8.868137075 10.860959827 11.94113170 12.40567444 12.785625529
#> 127 4.248057047 5.308076040 5.92466803 6.28896642 6.587549486
#> 128 1.474511046 1.908152658 2.19716499 2.34485450 2.484975232
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#> 132 4.989603838 5.671705787 6.14705460 6.44922166 6.719304289
#> 133 5.595510369 6.626284707 7.26232956 7.59250661 7.880591006
#> 134 6.160956942 7.231837748 7.89770010 8.23339756 8.486139815
#> 135 4.937217038 5.797945031 6.33867674 6.58380540 6.823190477
#> 136 5.057557109 5.612720739 5.97801430 6.29241436 6.663198714
#> 137 2.332303098 2.365217782 2.39850767 2.50805717 2.621891746
#> 138 4.504875471 4.941854757 5.30937449 5.55775346 5.782149194
#> 139 1.102127144 0.713809985 0.59600458 0.61512981 0.589583259
#> 0.0215 0.0200 0.0187 0.0174 0.0162
#> 1 -2.167996257 -6.28996895 -8.63398521 -10.24557688 -13.93917636
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#> 125 41.589689644 131.7721255 131.7749120 131.7776973 234.7859213
#> 126 33.216412222 96.1679835 96.1699734 96.1719625 164.4104789
#> 127 13.332376769 42.9596762 42.9606088 42.9615411 77.6488043
#> 128 6.415210003 17.8921367 17.8925148 17.8928928 29.4823520
#> 129 8.388625929 21.7892676 21.7897459 21.7902239 37.5443139
#> 130 4.704419116 13.1781323 13.1784255 13.1787186 25.3699769
#> 131 -1.639419390 -2.7197618 -2.7197870 -2.7198122 -0.4354771
#> 132 16.359125373 49.8855931 49.8866505 49.8877075 93.8247188
#> 133 19.491574408 60.7852906 60.7866068 60.7879223 109.1213091
#> 134 14.277226189 47.3534082 47.3544233 47.3554379 75.5971793
#> 135 17.172341207 49.3260639 49.3271383 49.3282123 83.2268674
#> 136 14.885154461 49.1788525 49.1799074 49.1809618 77.5742214
#> 137 9.192482673 23.3122751 23.3127614 23.3132475 26.7105167
#> 138 11.822111526 40.5721085 40.5730327 40.5739564 69.9943497
#> 139 1.465037629 1.3442451 1.3442491 1.3442531 6.2754634
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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,] 0.752127630 0.55252702 1.88107307 2.7867116815 2.781550429
#> [2,] -0.097150885 3.03833877 2.93614485 3.1398859562 1.864537065
#> [3,] -0.817481353 -0.65071960 -1.12905045 -0.3835140916 -1.710147759
#> [4,] 0.009564740 0.67749107 0.44199990 1.1863038460 2.397405195
#> [5,] 0.147405755 1.03217944 -0.45425189 -1.3109441753 -1.490731471
#> [6,] 1.045595598 0.52708524 0.30331202 0.3770620040 -0.060857541
#> [7,] -0.270563776 -0.48385144 -0.92400117 -0.6185001248 0.723438980
#> [8,] -0.910857525 -0.66867850 -0.96799356 -0.9237038780 -0.583054970
#> [9,] -0.861946197 -0.17855006 -0.37223218 0.0023357558 0.883499495
#> [10,] -0.710765728 -0.01018533 -0.56311442 -0.4467795621 0.185235500
#> [11,] 0.062922552 -0.95901413 0.06023541 0.7656927511 0.019172716
#> [12,] 0.303032708 0.58245853 -0.05011839 -0.2131839788 -0.185571359
#> [13,] -0.408404791 -0.70908604 -0.86360483 -0.6553470472 0.514693393
#> [14,] -0.061579010 -0.45915795 -0.53701724 -0.8159440107 -0.925184319
#> [15,] 0.841057317 1.21625821 0.46660581 0.2540071878 -0.298280637
#> [16,] -0.821927838 -0.18827780 -0.70031104 -0.4530365866 0.285273322
#> [17,] -0.590710650 -0.69486857 -1.15440200 -0.7130507180 -0.295612962
#> [18,] -0.475102057 -1.13785489 -0.53328907 0.6481997346 1.208955874
#> [19,] -0.817481353 0.39987633 0.73130580 0.5133260942 -0.210914273
#> [20,] -0.421744244 0.29062633 0.15791343 0.8108823729 0.772124053
#> [21,] -0.194973541 -1.30547134 -0.34389810 -0.0762246636 0.105205243
#> [22,] -0.888625103 -0.28480691 -0.31705528 -0.9570746756 -0.710436462
#> [23,] 0.703216302 -0.64772645 -0.95904595 -0.1172429357 -0.494354768
#> [24,] 0.120726849 -1.02261858 -0.46841893 0.0078975554 0.042514875
#> [25,] -0.346154010 -0.41949870 -0.05086402 -0.5274256563 -0.827814173
#> [26,] -0.844160259 -0.60282918 -0.81439300 -1.5786057811 -1.403365107
#> [27,] 0.218549505 -0.90813057 -0.68614399 -1.4054947685 -1.086578672
#> [28,] -0.715212213 -1.24111859 -0.92698370 -1.4068852184 -1.037893598
#> [29,] -0.857499712 -0.97023845 -0.60859808 -1.1440901872 -1.626782908
#> [30,] -0.959768853 0.25545681 -0.58846597 -1.1274047884 -0.233589513
#> [31,] -0.323921588 -1.17152784 -1.13799806 -0.4231419138 -0.847154819
#> [32,] -0.848606744 -0.57888398 -0.19626261 0.8303486715 0.660081693
#> [33,] -0.119383307 -1.17676585 -1.12159412 -1.1698135104 -0.811808122
#> [34,] 0.552035833 0.03171879 0.04755963 0.5480873417 0.225917548
#> [35,] 0.107387396 0.49490887 0.70148045 0.2755591612 -0.760455373
#> [36,] -0.732998150 -0.95003468 -0.18806064 0.8178346224 -0.055522190
#> [37,] 0.307479193 -0.93806207 -0.98216060 -1.0877769662 -0.332293497
#> [38,] -0.679640338 -0.92234803 -1.22672848 -1.1816323345 -1.015218359
#> [39,] -0.875285650 -0.98445591 -0.80544540 -0.4738933352 0.027175742
#> [40,] 0.040690130 -1.03459119 -1.39225917 -0.9278752277 -0.657082958
#> [41,] -0.586264166 -0.47113055 -0.36104767 -0.2980014227 -0.332960416
#> [42,] -0.301689166 -0.94853810 -0.61978259 -1.2261267313 -1.167942766
#> [43,] -0.261670807 -0.51004151 -0.71074991 -1.1093289397 -1.420704996
#> [44,] -0.706319244 -0.62228467 -1.12383102 -1.4207897174 -1.414035807
#> [45,] -0.661854400 -0.16882232 -0.61083498 -0.9953120478 -1.034559004
#> [46,] -0.879732134 -0.70983433 -1.20808763 -1.0029595223 -1.137931420
#> [47,] -0.964215337 -0.71357576 -1.05672398 -1.1364427127 -1.395362081
#> [48,] -0.946429400 -0.92459290 -1.57046564 -0.6880226198 -0.874498490
#> [49,] -0.479548541 -1.24186688 -1.39375044 -0.4794551348 -1.139265258
#> [50,] 0.374176458 -1.21792167 -1.11040961 0.0009453059 -0.856491682
#> [51,] -0.395065338 -0.70534460 -0.65109921 -0.8493148083 -0.876499246
#> [52,] -0.301689166 -0.86847132 -0.88895638 -1.0022642973 -1.037893598
#> [53,] -0.973108306 -0.76670419 -1.08729496 -1.1934511587 -1.219295515
#> [54,] -1.102056353 -0.93207577 -1.08729496 -0.9028471295 -0.766457642
#> [55,] -0.363939947 -0.57140110 -1.15738454 -1.5813866809 -0.996544632
#> [56,] -0.199420026 -0.56691138 -1.08654933 -1.5883389304 -0.833149524
#> [57,] 0.231888958 -0.96649701 -1.51976255 -1.2893922018 -0.695764249
#> [58,] -0.781909478 -1.30247818 -0.96128286 -0.7867445628 -0.364305600
#> [59,] -0.243884869 -0.37609801 0.23396808 0.5661631904 0.895504033
#> [60,] -0.817481353 0.64082497 0.63139087 0.7100747551 0.802135400
#> [61,] 0.556482317 0.09382666 -0.01656487 0.5418303172 0.719437467
#> [62,] 0.418641302 -0.06032060 0.55160806 0.3993092024 0.625401915
#> [63,] 2.544060831 0.46198421 0.23247681 -1.1107193896 -1.152603634
#> [64,] -0.217205963 1.15265376 0.43156102 -1.1864989092 -0.557712055
#> [65,] -0.701872760 1.60910926 0.46213201 -0.9292656776 0.367304335
#> [66,] -0.137169244 0.04743283 0.19221258 0.4723078221 1.889879980
#> [67,] -0.106043854 -0.37684630 -1.01795102 -0.2479452263 -0.804472015
#> [68,] 0.921094036 -0.07902779 -1.07983862 -0.0324254917 -0.359637168
#> [69,] 4.576104188 0.07287461 0.38160356 -0.1978890299 0.258596569
#> [70,] -0.368386432 -1.38778298 -0.10753219 0.0496110524 -0.652414526
#> [71,] 1.534708879 1.09503561 2.28968037 1.8502436735 1.586431921
#> [72,] 0.227442474 1.67495858 2.33963784 2.2437409954 2.850243067
#> [73,] 1.347956535 0.16341742 0.60603933 1.1911704207 1.635783913
#> [74,] -0.541799322 -0.59833946 0.42783285 1.5366972210 1.953237267
#> [75,] 0.102940912 0.49266401 1.10486832 1.7021607591 1.489061775
#> [76,] -0.746337603 -0.84377782 0.07813062 1.0041549091 0.707432929
#> [77,] 0.209656536 -1.45213572 -1.11712031 -0.5628821288 -0.541706003
#> [78,] -0.088257916 -0.88942337 -0.94189638 -1.1844132343 -1.354680033
#> [79,] -0.328368072 -1.08322989 -0.94711581 -0.5580155541 -0.025510844
#> [80,] 0.756574114 -0.34317335 0.30107511 0.5418303172 0.842817447
#> [81,] -0.003774713 -0.27433088 -0.29841444 0.2261981897 0.351298284
#> [82,] -0.755230572 -0.25038568 0.06769174 0.2985015846 0.616065052
#> [83,] 0.578714739 -0.11868704 -0.06428543 0.3346532820 0.793465455
#> [84,] -0.101597370 -0.09025211 0.36892779 0.7691688759 0.508024204
#> [85,] 0.276353802 -0.46813740 -0.43710232 -0.1068145614 0.132548914
#> [86,] -0.541799322 -0.26535143 -0.17240233 0.0169354797 0.227251385
#> [87,] 0.463106146 0.43729072 0.93188128 0.9666127618 0.730108168
#> [88,] 1.917106535 1.53577706 1.84304575 1.8808335713 2.141308371
#> [89,] -0.332814557 1.49013151 1.15408015 -0.8409721089 1.249637922
#> [90,] 4.834000282 -0.04984457 1.38820915 2.0442114347 2.922937217
#> [91,] 3.851327236 2.42773600 1.05938466 -1.0794342668 -1.422038833
#> [92,] 2.250592863 3.34887816 1.94370631 0.0273638540 -0.732444783
#> [93,] -0.844160259 2.20399798 0.71191932 -1.1885845840 0.170563286
#> [94,] 3.575645205 2.71433019 1.74313082 -0.1262808600 -1.150602877
#> [95,] 0.649858489 3.72077715 3.68848932 1.7306649821 0.167895611
#> [96,] -0.532906353 -1.01289084 -0.45052372 0.0954958991 -0.640409987
#> [97,] 0.569821770 -0.05657916 -0.63320400 0.0885436496 0.261931163
#> [98,] 1.076720989 -0.37534972 0.11093850 0.1830942428 0.175231718
#> [99,] 1.032256145 -0.62827097 0.18699315 0.1629327193 1.122923348
#> [100,] 0.067369037 -0.84976413 -1.39598734 -1.1399188375 -0.062191379
#> [101,] 1.943785441 -1.00166653 0.10348217 0.9568796125 0.417990165
#> [102,] -0.341707526 -0.67316823 -0.44679556 -0.5260352064 -1.001213064
#> [103,] -0.332814557 -0.20997814 -0.48258598 -0.6866321699 -0.848488656
#> [104,] -0.234991901 0.24498078 -0.11200599 -0.7116602681 -0.677757441
#> [105,] -0.741891119 0.02648077 -0.90610596 -1.2442025800 0.022507310
#> [106,] -0.323921588 -0.59010829 -1.20063129 -1.5132546358 -1.014551440
#> [107,] -1.053145025 0.99925478 0.64854045 0.5001168201 -0.298280637
#> [108,] -0.786355963 0.60041744 0.52849341 0.6169146118 -0.194908222
#> [109,] -0.217205963 0.79721710 0.41068328 -0.0414634161 -0.158894606
#> [110,] -0.114936823 0.61388662 0.08260442 0.0398779031 -0.332960416
#> [111,] 0.094047943 0.74334039 -0.15152458 0.0537824021 -0.219584218
#> [112,] -0.297242682 -0.01766820 -0.03893388 -0.3174677213 -0.735779377
#> [113,] -0.537352838 0.51511264 0.96618044 0.8386913709 0.786129348
#> [114,] 0.565375286 0.12450646 -0.76443554 -0.8402768839 -0.407655322
#> [115,] -0.652961431 -0.94255180 -0.96575666 -1.0147783464 -1.103251642
#> [116,] -1.195432525 -0.49208261 -0.20670148 0.0218020544 -0.262933941
#> [117,] 0.200763568 0.40286948 0.49270299 0.4292038752 -0.289610693
#> [118,] 0.045136615 1.00224793 1.36882267 1.7383124565 1.659792990
#> [119,] -0.368386432 0.32729243 0.39949877 0.3923569529 0.570047654
#> [120,] 0.489785052 0.31756469 0.50910694 0.5981435381 0.434663135
#> [121,] 0.116280365 1.71985584 2.10774573 2.1325050033 1.754495461
#> [122,] 0.618733099 0.42082839 0.75814861 1.2155032940 0.622734240
#> [123,] -0.839713775 1.20578219 1.36733140 1.3594148587 1.771168432
#> [124,] -0.835267291 0.61239004 1.21522211 1.8106158514 1.435708270
#> [125,] -0.066025495 2.82956650 3.19115160 2.1797803000 1.618444024
#> [126,] 0.249674896 1.48414521 2.12489531 1.9447942668 1.871206253
#> [127,] -0.866392681 -0.01093361 0.45318440 0.3826238036 -0.003502523
#> [128,] -0.559585260 -0.15759800 -0.02551248 0.1219144472 0.200574633
#> [129,] -0.568478228 -0.42398842 0.06023541 0.1664088440 0.098536055
#> [130,] 0.138512787 -0.44943021 -0.19924514 -0.0053117187 -0.041516895
#> [131,] -0.359493463 -0.28929664 -0.14705078 0.1233048971 -0.428996724
#> [132,] -0.688533306 0.08335064 0.02668189 0.4104328016 0.305280886
#> [133,] -0.203866510 -0.06406204 0.19146695 0.3867951533 -0.244927133
#> [134,] -0.679640338 0.79272738 0.79990411 0.8303486715 0.204576146
#> [135,] 0.227442474 0.39389003 0.59112665 0.7017320557 0.245258193
#> [136,] -0.052686041 1.39435069 1.15258888 0.5320971679 0.118543619
#> [137,] 1.058935051 0.29586434 0.23918751 -0.1179381606 -0.580387294
#> [138,] 0.085154974 0.16491400 0.37489286 0.1865703676 -0.780462937
#> [139,] -0.106043854 0.16491400 0.24217005 -0.0706628640 -0.722441001
#> V14 V15 V16 V17 V18
#> [1,] 2.865496147 2.03188578 2.36190908 2.177530111 1.613713677
#> [2,] 1.391352088 1.55326221 1.28812345 0.955524055 1.122059416
#> [3,] -0.429159286 -0.75482099 -0.76287974 -1.331636924 -0.836381974
#> [4,] 3.104144418 3.26415925 2.59435611 1.992023483 1.669828412
#> [5,] 0.458183787 1.03819522 0.65103059 0.348857056 -0.100201254
#> [6,] 0.487345296 1.13877906 0.19639155 -0.606200438 -1.238475633
#> [7,] 0.366533328 -0.76259558 -1.18803560 -1.461340745 -0.273376527
#> [8,] 0.238579767 -0.02692443 -0.50992268 -0.106237455 0.706215789
#> [9,] 0.003502293 -0.18533183 0.60231926 -0.076450822 -1.100232712
#> [10,] -0.573181435 -1.30730322 -0.65221102 -0.214072608 -0.268545457
#> [11,] -0.092909228 -0.02206531 0.17887256 0.532855499 0.008683627
#> [12,] -0.846347411 0.10135640 -0.25995666 -0.726101063 -0.865368393
#> [13,] 0.890845365 0.23644001 0.78819143 0.829967740 0.839256020
#> [14,] -0.974300973 -0.55316740 0.61428345 0.982294320 0.397027319
#> [15,] -0.935022205 -0.82625009 -0.63511933 0.093973966 0.532297274
#> [16,] -0.977276637 -0.54101960 -0.62315514 -0.616757726 -0.648713492
#> [17,] -0.112548612 0.05908204 0.26091269 1.027539839 1.588815087
#> [18,] 1.312794553 1.47017122 1.40349238 0.349988194 -0.265200870
#> [19,] -1.020126202 -0.97396741 0.22416555 0.969097711 0.936249037
#> [20,] -0.184559687 -0.27522559 0.11392413 1.041867587 0.446452879
#> [21,] -0.223838454 0.25684832 0.46174009 -0.456136134 -0.325775054
#> [22,] -1.290316514 -0.53616047 0.51472433 1.133489762 1.205674086
#> [23,] -0.501170360 -1.05608658 -0.80347251 -0.662380291 0.799120978
#> [24,] -0.154803044 -0.02692443 -0.19372635 0.441233324 1.255842888
#> [25,] -0.634480118 -0.59349812 -0.68767628 -0.703101258 -1.201313558
#> [26,] -1.351020064 -1.00992492 -1.36707109 -1.131425503 -0.811111763
#> [27,] -1.197475790 -1.02450229 -0.95644316 -0.973820279 -1.236245909
#> [28,] -0.618411531 -0.70088473 -0.78595352 -0.855427838 -1.078307087
#> [29,] -0.670188089 -0.15228979 -0.80518168 -1.116343664 -1.069016568
#> [30,] 0.141573113 0.49202985 -0.54026043 -1.341817166 -1.148171789
#> [31,] -0.661261096 -0.62605424 -0.27063897 0.993982746 0.476554161
#> [32,] -0.183964554 -0.46132999 0.61983825 1.164030488 1.162194457
#> [33,] -0.867772193 -0.69651152 -0.44668341 -0.835444401 -0.662835081
#> [34,] -0.219672525 -0.02449487 -0.07921201 -0.008205497 0.309324820
#> [35,] 0.210013390 0.82730931 1.44365786 1.178358235 1.382937187
#> [36,] -0.517238947 -1.05900206 -1.18803560 -0.863722850 -0.144795745
#> [37,] -0.097075158 -0.57503345 -1.14359720 -0.952328658 -1.335097030
#> [38,] -0.811234573 -0.46910458 -0.41976399 -0.263465633 -0.325031812
#> [39,] -0.239907041 -0.50651983 -0.57615299 -0.487053905 -0.572531237
#> [40,] -0.561278778 -0.26988056 -0.68169419 -0.583954725 -0.593713620
#> [41,] -0.243477838 -0.76842653 -0.80902731 -0.635987072 -0.414220794
#> [42,] -1.230208096 -1.27328936 -1.18889019 -0.936869772 -0.727868713
#> [43,] -0.798141650 -1.25093740 -1.31280497 -0.616380680 -0.688476913
#> [44,] -1.016555405 -1.20574756 -1.35638878 -0.820739607 -0.587767688
#> [45,] -1.076068689 -0.90739743 -0.72698718 -0.590741553 -0.675841807
#> [46,] -1.267106333 -1.37338728 -1.11625049 -0.578676081 -0.588882550
#> [47,] -1.421840873 -1.19068428 -1.11924154 -0.824510067 -0.267802216
#> [48,] -1.158792155 -0.90302422 -1.14915200 -1.256604772 -0.923341231
#> [49,] -1.210568712 -1.15181130 -0.95217024 -1.001721683 -1.544691137
#> [50,] -1.017745670 -1.00069259 -0.96028879 -1.056016305 -1.206516248
#> [51,] -1.034409390 -1.27766257 -1.29314952 -1.130671411 -0.998037003
#> [52,] -0.726130576 -0.43363299 -0.75988869 -0.865608080 -1.028138285
#> [53,] -1.232588628 -0.87241175 -0.96157067 -1.114835480 -1.173442001
#> [54,] -0.857059802 -0.69796925 -0.93336938 -1.036032868 -1.034455838
#> [55,] 0.038019998 1.11837075 1.73336206 1.552010812 1.310099519
#> [56,] -0.078030907 1.19563079 1.86368622 1.675681897 1.337599455
#> [57,] 0.163593028 0.64120491 0.98645507 1.169686178 1.230572677
#> [58,] -0.003639302 0.40505156 0.35790805 0.439348094 0.649357813
#> [59,] 0.843829871 1.07026543 1.40861989 1.475093430 1.729287733
#> [60,] 1.320531280 1.78358462 1.94487177 2.177530111 1.763848463
#> [61,] 1.105688323 1.71507099 1.55475387 1.997302127 1.967496638
#> [62,] 0.537336455 1.24762340 1.68849637 2.079121107 2.032158650
#> [63,] 0.914650679 1.67862757 1.18899163 1.071277174 0.408919183
#> [64,] 1.224714892 1.49155136 1.23385733 1.236800364 0.766789972
#> [65,] 1.621668500 1.78795783 2.49308783 2.177530111 1.769422775
#> [66,] 2.341184110 2.26463775 1.38255506 -0.268744277 -0.937834441
#> [67,] -0.209555266 -0.16638125 -0.40096313 -1.329374649 -1.163408240
#> [68,] 0.126694792 0.02798365 -0.25354728 -0.544741942 -0.578477169
#> [69,] 0.190374006 0.18347557 0.01692877 0.060793919 0.051420015
#> [70,] 0.432593074 0.60767697 0.69931462 0.147514497 -0.273004906
#> [71,] 1.435987052 1.59164928 2.04614005 2.096842269 1.785030846
#> [72,] 2.431049170 1.98475229 1.48467793 1.657960735 1.830740199
#> [73,] 1.149728153 1.29621463 1.41203823 1.815188914 1.701787797
#> [74,] 1.611551241 1.52507930 1.52569799 1.800107074 2.032158650
#> [75,] 1.184245858 1.12954673 1.46245872 1.510158707 1.724828284
#> [76,] 1.053911765 1.40068576 1.08857793 1.432487233 1.737835010
#> [77,] -0.106597284 0.01486402 0.47156781 0.805082705 0.952971971
#> [78,] -0.603533210 -0.31555631 0.11734247 0.311152457 0.809897980
#> [79,] 0.062420444 0.14217303 0.46216738 0.673493654 0.720337377
#> [80,] 0.781936055 1.00466728 0.63863911 0.997376160 1.305640070
#> [81,] 0.468301045 0.43080491 0.47840449 0.737214426 1.298207655
#> [82,] 0.840259073 0.95996335 1.21292000 1.197964627 1.394457431
#> [83,] 1.230666220 1.25831347 1.15096262 1.203620317 1.291146860
#> [84,] 0.305234645 0.50660722 0.63308431 0.758706048 0.871215405
#> [85,] -0.069103915 0.35354486 0.60189197 0.475544509 0.479898747
#> [86,] 0.504009016 0.53964925 0.60616489 0.667837964 0.816215533
#> [87,] 1.008681669 1.01147005 0.38739122 0.230087569 0.494391957
#> [88,] 2.304881006 2.57076247 2.47898718 1.684731001 1.553139494
#> [89,] 4.158719820 2.84481698 1.86966832 1.044129863 1.223883503
#> [90,] 2.392960668 1.69806406 1.71883412 1.944515688 1.632666336
#> [91,] -0.706491192 0.30349590 -0.13433272 -0.446332938 -0.781753723
#> [92,] 0.812287830 0.59893055 0.28313189 -0.323792991 -0.197565893
#> [93,] 0.580186020 0.23644001 -0.03776465 -1.122753446 -1.177529829
#> [94,] -0.046488866 0.69514117 0.31731528 -1.059409719 -1.368542898
#> [95,] -0.613650468 -0.25044407 -0.07664825 -0.647675497 -0.752395683
#> [96,] -1.156411623 -0.63285701 -0.29157629 -0.179761423 -0.723037643
#> [97,] -0.046488866 0.12079289 0.49677806 0.156186555 -0.993205934
#> [98,] 0.225486844 -0.12556462 -0.69707672 -0.495725963 -1.194996005
#> [99,] 0.410573159 -0.60613184 -0.49240369 -0.366776234 -1.113239438
#> [100,] 0.069562038 0.11544786 -0.01041794 -0.099073581 -0.773949687
#> [101,] -0.816590769 -0.67707503 -0.25995666 -0.732510845 -0.875030533
#> [102,] -0.241097307 0.04256102 0.03145671 -0.971935049 -0.841956285
#> [103,] -0.954661589 -0.33936601 -0.03819194 0.210858223 0.307838337
#> [104,] 0.069562038 0.53333239 0.71726090 0.978523860 0.606621426
#> [105,] 0.461754584 0.87978783 1.14327135 1.073162404 1.114998621
#> [106,] -0.219077392 0.48474117 0.94244396 1.210407145 1.337227834
#> [107,] -1.029053194 -0.57357572 -0.64751081 -0.865985126 -1.062327394
#> [108,] -0.651738970 -1.01964316 -0.78467164 -0.561331966 -0.467362562
#> [109,] -0.699944731 -0.90836926 -0.38344415 -0.222367620 -0.239559038
#> [110,] -0.516048682 -0.97785471 -1.16367994 -0.916509289 -0.872057567
#> [111,] -0.477960179 -1.03179097 -1.14487908 -1.258867048 -1.031854492
#> [112,] -0.769575274 -0.79320805 -0.83295568 -0.486676859 -0.305707533
#> [113,] 0.193944803 -1.06774848 -1.18675373 -0.293629312 0.337939618
#> [114,] -0.866581928 -1.21838128 -1.16239806 -1.252457266 -1.428002219
#> [115,] -1.165933749 -1.30293001 -1.28631284 -1.097868410 -0.659118873
#> [116,] -0.980847434 -1.55025934 -0.83979235 -0.203515320 0.042501116
#> [117,] -0.544615058 -0.71837757 -0.47360283 0.074744621 0.525979721
#> [118,] 0.842639605 -0.02255122 -0.41036356 -0.353956671 -0.483342255
#> [119,] 0.011834152 -0.27425377 -0.81586398 -0.913869967 -0.853848150
#> [120,] 0.576615223 0.03381460 -0.71117736 -0.806411860 -0.848645459
#> [121,] 0.634343109 -0.50409026 -0.91115017 -0.726855155 -0.673240462
#> [122,] 0.570068762 -0.15423344 -0.31806842 -0.527774872 -0.550605612
#> [123,] 0.786101984 0.02458227 -0.17962570 -0.301170232 -0.624558143
#> [124,] 0.681358604 0.14217303 -0.20056303 -0.436152697 -0.589625791
#> [125,] 0.209418257 -0.62216694 -0.45309280 -0.485545721 -0.411619449
#> [126,] 0.555190440 -0.16152213 -0.35951577 -0.453873858 -0.673612083
#> [127,] -0.258951292 -0.68630736 -1.05301123 -1.043573788 -0.781382102
#> [128,] 0.002312027 -0.51332260 -0.92781457 -0.665773705 -0.532024574
#> [129,] -0.015541958 -0.04538910 -0.86500260 -0.940640232 -0.856821116
#> [130,] -0.106597284 -0.67853276 -1.03891058 -0.778510456 -0.785841551
#> [131,] -0.746960226 -0.60370228 -0.91029559 -1.095983180 -0.844186010
#> [132,] -0.038752139 -0.50214662 -0.67058459 -0.784920238 -0.591855516
#> [133,] -0.633289852 -0.90010875 -0.93208750 -0.921410887 -0.624186522
#> [134,] -0.628528789 -0.92197480 -0.76672537 -0.553036954 0.016487663
#> [135,] -0.605318608 -0.73003946 -0.47958492 -0.510807803 -0.209086136
#> [136,] -0.727320842 -0.74996186 -0.80048146 -0.805657768 -0.688848534
#> [137,] -1.189739063 -1.26308520 -1.03121932 -0.943279554 -0.814827970
#> [138,] -1.612283383 -1.26794432 -1.05642957 -0.812444595 -0.701112019
#> [139,] -1.574790014 -0.96230552 -0.94362439 -0.772100674 -0.504153017
#> V19 V2 V20 V21 V22
#> [1,] 1.128179068 0.420538492 0.82948633 -0.31708243 -0.8237896245
#> [2,] 1.469195938 0.599987796 1.12757035 0.73014282 0.2162477373
#> [3,] -0.365512506 -0.650074305 -0.60139138 -1.25397367 -0.9640106766
#> [4,] 0.830495833 0.207632538 -0.17380270 -1.50686985 -0.8497421397
#> [5,] -1.132706260 1.737513893 -0.50463502 0.63497500 1.3775259535
#> [6,] 0.620233497 0.496576333 1.41895585 0.67630286 -0.3202333599
#> [7,] 0.893423808 -0.029605525 1.61358499 1.42323760 1.0502143816
#> [8,] 0.844437959 -0.908602963 1.14766590 1.37470580 1.4209092625
#> [9,] -0.755892039 -0.981599290 -0.62595261 -0.95027076 -0.6742721490
#> [10,] 0.338753274 0.146802266 0.26420591 -0.09376032 -0.6215924167
#> [11,] -0.256990010 0.700357746 0.31407264 -0.80240043 -1.6228946812
#> [12,] -0.955980391 -0.817357554 -0.54370970 -1.09586616 0.0047541062
#> [13,] 0.801481138 0.676025637 -0.04578659 -0.24618050 0.0709911225
#> [14,] -0.729891858 -0.890353881 -0.87937985 -0.61358140 -0.2346287950
#> [15,] 0.645856865 0.377957301 0.88567945 0.86095119 0.6330373839
#> [16,] -1.029459164 0.301919461 -1.83577925 -1.74687477 -1.9366489691
#> [17,] 1.553979138 -0.196888774 0.72677574 0.26074932 0.3746742851
#> [18,] -0.899081443 -0.257719047 -0.83509520 -0.44864911 0.1740264813
#> [19,] 1.106323843 -0.333756887 1.41858371 1.44409111 0.7802307536
#> [20,] -1.056589788 -0.233386938 -1.10080305 0.54018632 0.4199943489
#> [21,] 0.663567133 -0.507123164 0.63932287 -0.37736803 -0.6731100961
#> [22,] 0.449159841 -0.704821550 -0.77704139 -0.87785222 -1.3777015155
#> [23,] 1.249136433 0.280628865 0.99099503 0.74644648 1.0858506711
#> [24,] 1.520065858 0.323210056 1.15808582 0.61563811 -1.2479389396
#> [25,] -0.458962433 -0.768693336 0.10009223 -0.58817803 -0.5046124230
#> [26,] -0.507194653 -0.665281873 -0.62185907 -0.42589983 1.0126413372
#> [27,] -1.709232019 -0.497998623 -1.50531907 -0.97188258 -0.0126766876
#> [28,] -1.436418523 -1.103259835 -1.70143677 -1.77986122 -1.1704687451
#> [29,] -1.269489823 -0.522330732 -1.30175857 -1.41738934 -0.6657504276
#> [30,] -1.001198097 -0.464541973 -1.11420009 -1.34800403 -0.8815049194
#> [31,] -0.953342691 -0.199930288 -1.43461250 -1.01813945 -0.2288185304
#> [32,] 0.467623738 -0.352005969 -0.44434836 -0.65149687 -0.7176554580
#> [33,] -0.004901296 0.189383456 -1.27161524 -0.40580463 -0.3539328946
#> [34,] 0.765683787 0.815935264 0.97015520 1.05659501 0.8212899567
#> [35,] 1.417949204 -0.139100015 1.51385151 1.49831023 0.9793291536
#> [36,] -0.659804413 0.599987796 0.23555114 0.53829055 0.5799703007
#> [37,] -1.484273929 0.998426081 -1.55518581 -1.81246853 -1.1727928509
#> [38,] -0.681659637 -0.963350208 -0.92887445 -0.74476892 -0.7335368478
#> [39,] -0.416759240 -1.030263508 -0.33419497 -0.14532536 0.1105009217
#> [40,] -0.653775385 -0.020480984 -0.25269634 -0.24504304 0.0303192704
#> [41,] -0.378324189 -0.859938745 -0.38555027 -0.19840701 -0.0727160884
#> [42,] -0.654152199 -0.793025445 -0.62483619 -0.23139347 -0.0246845677
#> [43,] -0.729515043 -1.112384376 -0.33903279 -0.03423303 0.4130220314
#> [44,] -0.692210436 -0.707863064 -0.38034031 -0.03385388 0.3572434914
#> [45,] -0.440121721 -1.033305022 0.04762051 0.28387775 0.9948231925
#> [46,] -0.512846866 -0.516247705 -0.23855503 0.08595901 0.7682228734
#> [47,] -0.218178145 -0.878187827 -0.13584443 -0.05205330 0.1500107210
#> [48,] -1.583752883 -0.856897231 -1.51276187 -1.14401881 -1.7704754018
#> [49,] -1.399490729 -0.647032791 -1.30361927 -1.54402701 -2.0269017458
#> [50,] -1.195634235 0.055556857 -1.65715213 -1.50876562 -2.3085059029
#> [51,] -0.433339065 -0.738278200 -0.71861543 -1.42231835 -1.3823497272
#> [52,] -1.614274835 -0.516247705 -1.60914609 -1.53303152 -1.7848073878
#> [53,] -1.482766672 -0.799108472 -1.60133115 -1.47957071 -1.2742788058
#> [54,] -1.347113552 -0.932935072 -1.49229417 -1.43748454 -1.6283175948
#> [55,] 1.351253087 -0.853855718 1.18339133 1.27574642 1.2489254306
#> [56,] 1.512906388 -0.595327059 1.28647407 1.49831023 1.4708775380
#> [57,] 1.114613756 -0.275968129 0.99434429 1.49831023 1.4081266804
#> [58,] 0.764930159 -0.908602963 0.86670032 1.30607880 1.4801739613
#> [59,] 1.872763969 -0.047854606 1.42491009 1.16313748 1.2280084781
#> [60,] 1.311310780 -0.580119491 0.90093718 0.79384081 1.0250365683
#> [61,] 1.447340713 0.110304102 0.99694926 0.57355194 0.7895271769
#> [62,] 1.813604137 -0.202971801 1.12422109 0.90796637 1.1164513979
#> [63,] -0.469136417 0.210674052 -1.06731047 -0.28485428 0.5881046711
#> [64,] -0.196322920 -0.285092669 -0.97688049 -0.76941398 0.2383267427
#> [65,] 0.444638070 0.408372438 -0.37326965 -0.39708407 -0.4441856712
#> [66,] -0.887023388 1.287369876 -0.48007379 -0.29129991 -1.0418682221
#> [67,] -0.768703723 -0.586202518 -0.62297549 -0.92903810 -1.4625313785
#> [68,] -0.784529920 -0.321590833 -1.43647320 -1.05567577 -0.9082321365
#> [69,] 0.084780489 5.943927239 -0.68996066 -1.44279271 -1.6290922968
#> [70,] -0.595369181 0.116387129 -1.08815030 -1.38516119 -1.9567912197
#> [71,] 1.087859946 2.069038878 0.66760550 0.32596392 -0.9020345210
#> [72,] 1.413804248 -0.762610309 0.86483962 -0.10930566 -1.2076544385
#> [73,] 1.391572209 2.510058354 0.78036387 0.48445058 -0.3705889864
#> [74,] 1.755951561 -0.400670187 1.28126411 0.62056712 0.3173463412
#> [75,] 1.863343614 0.420538492 1.60837503 0.83099797 0.1236708548
#> [76,] 1.809459180 -0.625742196 1.50529230 0.98493478 0.8313610820
#> [77,] 1.244614662 0.116387129 1.16887787 0.76767914 0.5145079863
#> [78,] 1.089744017 -0.954225667 1.03900107 1.02777926 1.2562850991
#> [79,] 1.144382079 -0.802149986 1.27233275 1.08351500 1.2237476174
#> [80,] 1.569051707 0.265421297 1.33224727 1.49831023 1.4693281341
#> [81,] 1.621428884 0.651693528 1.41783943 1.22342308 1.2671309263
#> [82,] 1.508384617 -0.494957110 1.48668530 1.49831023 1.4732016438
#> [83,] 1.290962812 0.155926807 0.87451526 1.04484122 0.8542147894
#> [84,] 0.866293184 -0.361130510 0.93703475 0.89014610 0.9502778306
#> [85,] 0.380956467 0.377957301 0.43166884 0.39269515 0.6628634088
#> [86,] 0.858756900 -1.045471076 0.93145265 1.09678541 1.3515734384
#> [87,] 0.960496739 -0.184722720 0.52395952 0.32975547 0.9506651816
#> [88,] 1.478616294 1.412071934 1.61246857 1.11157244 0.7666734695
#> [89,] 1.416441947 -0.376338078 1.08365785 1.08882316 1.2760399987
#> [90,] 1.550964624 2.558722572 0.83469629 0.72483466 0.6988870493
#> [91,] -0.365512506 2.367107213 1.04421103 1.41375873 -0.5805332136
#> [92,] 0.111157484 0.980176999 1.27307703 1.47518179 -0.9643980276
#> [93,] -0.886269760 0.688191691 1.33931792 1.41451704 -1.1398680182
#> [94,] -0.668094325 2.716881280 1.27196061 1.23745180 -0.5123594424
#> [95,] -0.654905828 1.573272157 -0.26720980 0.18150599 0.8813293575
#> [96,] -0.508701910 0.736855909 -0.77443641 -0.16769548 -0.3671028276
#> [97,] -0.209511418 2.281944832 -0.56194456 -0.24580135 -0.5394740105
#> [98,] -1.461665076 0.542199037 -0.81313895 -0.18437829 0.0775760891
#> [99,] -0.846327452 1.701015729 -0.77443641 -0.32656130 0.3382632937
#> [100,] -1.007980753 0.922388241 -0.94673716 -1.11330728 -0.5735608961
#> [101,] -1.197141492 3.617169314 -0.15705640 -0.26779232 0.0462006603
#> [102,] -0.682413266 0.457036656 -0.08672197 0.80028644 1.4801739613
#> [103,] 0.437855414 -0.324632347 0.86446748 1.21925237 1.4801739613
#> [104,] 0.668088904 -0.212096342 1.05909662 1.46835701 1.4801739613
#> [105,] 1.253658204 -0.960308695 1.11789472 1.35233567 1.4174231037
#> [106,] 1.498210633 -0.780859391 1.49375596 1.18057860 1.1470521248
#> [107,] -1.432650381 -0.990723831 -1.74423285 -1.70289282 -1.1185637147
#> [108,] -1.012125710 0.207632538 -1.61100679 -2.07484357 -1.9126332088
#> [109,] -0.772471865 -0.501040137 -1.25412467 -1.67748946 -1.8731234096
#> [110,] -1.275142036 0.146802266 -1.80451951 -2.05626499 -1.4710530999
#> [111,] -1.232938843 -0.066103688 -1.50680763 -2.09910947 -1.6941672602
#> [112,] -0.271685765 -0.707863064 -0.53142909 -0.35348128 0.1248329077
#> [113,] 0.542609768 -0.567953437 0.62778654 0.69981045 0.8077326726
#> [114,] -1.114995992 -0.327673860 -0.97278695 -1.21795397 -1.0945479544
#> [115,] -0.516238194 -0.266843588 -0.11909814 -0.09034793 0.0008805965
#> [116,] 0.146201207 -0.604451600 0.24969245 0.52009113 0.8050212158
#> [117,] 0.591972431 -0.513206191 0.09488227 -0.57225354 -0.5383119576
#> [118,] -0.189163450 -0.796066959 0.27909150 0.37752896 0.8271002213
#> [119,] -0.550905103 -0.668323386 -0.03611095 0.44008949 0.8286496252
#> [120,] -0.620992548 0.107262588 -0.37624677 0.16141079 0.2050145591
#> [121,] 0.067447035 -0.497998623 0.48711767 0.81659009 1.0076057746
#> [122,] -0.988009599 -0.193847261 -0.06290502 0.28577353 0.0547223817
#> [123,] -0.364758877 -0.233386938 0.46292858 0.60729670 0.1902952221
#> [124,] -0.255859567 0.058598370 0.62332086 0.79573659 0.7453691660
#> [125,] 0.346289559 -0.005273416 0.72082150 1.10361019 0.7624126088
#> [126,] 0.155621563 0.730772882 0.87191028 1.02474602 0.9638351147
#> [127,] -0.667340697 -0.336798401 -0.71080049 -1.02117269 -1.1925477505
#> [128,] -0.549397846 -0.443251378 -0.48602803 -0.67500446 -0.9465798828
#> [129,] -0.980850129 -0.531455273 -0.90803461 -0.73794414 -0.9183032618
#> [130,] -0.769080537 -0.403711701 -0.83658376 -0.85775702 -0.8609753179
#> [131,] -1.006850310 -0.802149986 -0.92366449 -0.81225846 -0.9868643840
#> [132,] -0.049742188 -0.741319713 0.20019785 0.56217730 0.5962390415
#> [133,] 0.002258174 -0.202971801 0.21471131 0.59440544 0.7538908874
#> [134,] 0.549015610 0.006892639 0.58238547 0.74379239 0.6760333419
#> [135,] 0.214404581 -0.385462619 0.50125899 0.72824705 0.4932036828
#> [136,] -0.978212430 -0.020480984 -1.39553781 -1.23084523 -0.0026055623
#> [137,] -1.156068742 0.158968320 -1.56076791 -1.09359124 -0.1126132386
#> [138,] -0.829747626 -0.096518825 -0.48230663 -0.13774226 0.3142475334
#> [139,] -0.495890226 -0.066103688 -0.38592241 -0.13205494 0.4718993793
#> V23 V24 V25 V26 V27
#> [1,] -0.967307638 -1.165497638 -1.431829744 -1.555921715 -1.436817808
#> [2,] -0.832754967 -1.280794769 -0.533758852 -1.887171899 -0.727696132
#> [3,] -0.326981085 -0.761524233 -1.479301055 -0.657716009 -0.654379494
#> [4,] -0.193229322 -1.617150308 -1.952719493 -0.469151736 -0.601954156
#> [5,] 1.208361008 -0.452475909 -0.560946966 -0.029729638 -0.474241303
#> [6,] 0.174788254 1.114438104 0.451055073 0.557008298 0.770959017
#> [7,] 0.135944179 -1.004255034 -1.378316630 0.197557654 1.062254691
#> [8,] 1.244401903 0.621174440 0.114440322 -0.741054682 -1.508163568
#> [9,] 0.016608773 -0.867718959 -0.241162953 0.754832423 0.563228542
#> [10,] -0.770284083 -1.262156511 -0.052572381 0.860058021 0.812741617
#> [11,] -1.134297115 1.110537073 1.209732934 -0.958240317 -1.633905544
#> [12,] -0.207645679 -1.390457077 -1.729172774 -0.546176874 0.484393448
#> [13,] 0.591260809 0.499809039 -0.339989591 -0.856381938 -1.078118127
#> [14,] -0.236478395 -0.186338923 0.675033349 1.230031224 1.145819892
#> [15,] 0.902413862 0.332064717 -1.055511715 -1.810146761 -1.389122576
#> [16,] -1.883947714 -2.089175027 -1.765855151 -1.821090223 -2.317799990
#> [17,] 0.785881637 0.475969407 0.183489502 -0.148845015 -0.739521396
#> [18,] 0.407051794 1.131342571 1.481182521 0.359184173 -0.521542359
#> [19,] -0.233675214 -0.090546946 0.205067370 -0.009105421 -1.117535675
#> [20,] -1.193163909 -1.637955805 -0.222174429 -0.420747961 -0.768296205
#> [21,] 0.246069133 0.663218882 0.523556711 0.861320728 0.793427019
#> [22,] -1.039789881 0.328597134 0.908505888 0.558271005 0.337365996
#> [23,] 1.318085509 0.828795964 0.025107946 -1.538664717 -1.916529359
#> [24,] -0.890820852 -0.242687145 -1.462901875 -1.437227241 -0.298833217
#> [25,] 1.452638180 0.898147622 -0.798303521 -0.654769692 -0.283460374
#> [26,] 1.294859154 0.946260334 0.145512453 0.016990528 -0.489614146
#> [27,] 1.110650140 1.196793197 0.910232117 0.789346419 0.645217041
#> [28,] -0.691795025 -0.302069502 0.089841552 0.514497156 0.661378235
#> [29,] 0.104708737 0.143081450 0.472632941 0.551115664 0.052377129
#> [30,] 0.004595142 0.621607887 0.197730895 -0.009526323 0.031880005
#> [31,] 0.087889653 0.177323831 0.660791956 0.843642828 0.720898732
#> [32,] -0.331786537 0.328163686 0.872255068 0.880682238 0.986967176
#> [33,] -1.091448496 -0.361885306 -0.607123605 -0.497352197 -1.147098835
#> [34,] 0.495151758 0.434358412 0.776449332 0.845326437 0.290064940
#> [35,] 0.039434673 -0.273028495 0.712147283 0.361288685 -0.317359464
#> [36,] 0.598468988 0.715232625 1.481182521 1.087766215 0.245523111
#> [37,] -1.979255857 -1.880686607 -0.350346968 0.412217875 0.095342256
#> [38,] -0.684586846 -0.280397109 0.164069420 0.626878095 0.772141543
#> [39,] 0.160772350 0.422221872 0.987480887 1.061670267 1.215588950
#> [40,] 0.181595978 0.400549479 0.835572692 0.859216216 1.187208316
#> [41,] -0.207645679 0.221535513 1.265403835 1.246446418 1.215588950
#> [42,] 0.260085036 0.436525651 0.606415727 0.929506916 0.745337611
#> [43,] 0.961280656 1.131776018 1.171324328 1.281802219 1.215588950
#> [44,] 0.741831656 0.789785657 1.077676378 1.222875884 1.215588950
#> [45,] 1.452638180 1.016478888 0.799321872 0.958549181 0.942425348
#> [46,] 1.147091488 0.913318297 0.640508759 0.782611981 1.215588950
#> [47,] -0.025839391 -0.262192299 -0.694729752 -0.525973560 -0.003989963
#> [48,] -2.284802549 -2.243915913 -2.663926043 -2.207057717 -1.386363347
#> [49,] -1.765012763 -2.323670319 -2.568551864 -2.001657350 -0.896403234
#> [50,] -1.590815108 -1.758020863 -2.730817436 -2.093414071 -0.852649757
#> [51,] -0.872800405 -0.327209477 -0.399112951 -0.609733136 -0.845160423
#> [52,] -1.508721960 -0.527462389 0.807953020 1.306214557 0.696854028
#> [53,] -0.854779958 -0.188506162 0.690137857 1.147113453 0.537607137
#> [54,] -1.203175268 -0.335878435 0.836004249 1.306214557 0.607376195
#> [55,] 1.215969642 1.472466036 1.362504244 1.015371004 0.959769068
#> [56,] 1.401380020 1.368871998 1.053509165 1.190045497 1.087481922
#> [57,] 1.300465516 1.299520340 1.100548919 0.921509770 0.400039897
#> [58,] 1.310476875 1.226267652 0.902032527 0.420215020 -0.163631030
#> [59,] 0.445094960 -0.631489875 -1.062416633 -1.453642434 0.025573197
#> [60,] 0.372212263 -0.214946482 0.255128025 0.657183067 -0.235370966
#> [61,] 0.238060046 -0.068874553 0.164069420 0.470302405 -0.340221642
#> [62,] -0.210448860 -1.113917343 -0.268351068 -0.043619417 -0.207778683
#> [63,] 0.909221587 1.170786326 1.210164491 -0.273432124 -0.351652730
#> [64,] 0.770664371 1.472466036 0.721641545 0.091911154 0.319233925
#> [65,] 0.284112299 0.787618418 0.665107530 0.333930030 0.468626429
#> [66,] -1.979255857 -0.498421382 -0.099180577 0.343189882 -0.030793895
#> [67,] -0.866793589 -0.402195957 -0.204480576 -0.241443542 -0.144710607
#> [68,] -1.141104839 -0.517059640 -0.578209261 -1.019271164 -0.621268754
#> [69,] -0.815134974 -0.030731141 -0.646395326 -1.725966282 -1.085213286
#> [70,] -1.528344225 -0.621520574 -1.203535894 -1.184685805 -0.616144473
#> [71,] -2.283200731 -2.644421736 -1.661849824 -1.707867479 -1.845577773
#> [72,] -2.326449804 -2.758418523 -1.732193676 -0.856381938 -0.744645677
#> [73,] -1.311698405 -1.487115950 -1.854755970 -2.212529449 -2.037935404
#> [74,] 0.108713281 -0.276929526 -1.232881796 -2.515158269 -2.536567378
#> [75,] -0.157188428 -0.754589067 -1.474985482 -2.253356981 -2.336326237
#> [76,] 0.762254829 0.608604452 -0.201028117 -0.860170060 -1.009531595
#> [77,] 0.461914044 0.301289919 -0.168661314 -0.821026137 -0.940156712
#> [78,] 1.452638180 1.442558134 1.297770638 0.736733620 0.117810258
#> [79,] 1.452638180 1.083229858 0.832120233 0.408429753 0.304255257
#> [80,] 1.089426058 0.570027592 0.059200978 -0.661925032 -1.318170990
#> [81,] 0.783078457 0.507177653 0.189531305 -0.312576046 -0.436006282
#> [82,] 1.011737908 0.385812252 -0.086665414 -0.064243634 0.114656854
#> [83,] 0.592462172 0.813191842 0.373806303 -0.195144279 -0.552682222
#> [84,] 0.950868842 1.302121027 1.358620227 0.936241354 0.654283077
#> [85,] 1.165912844 1.377540955 1.368114490 1.306214557 1.098124659
#> [86,] 1.452638180 1.426087115 1.211890721 0.881524043 0.893941764
#> [87,] 1.095032419 1.188991136 0.568007121 0.710637671 0.924293276
#> [88,] 0.801098904 0.406617749 -0.291223608 -0.592897040 -0.501833586
#> [89,] 1.452638180 1.028181980 0.534345646 0.599519440 -0.163236854
#> [90,] 0.538000376 0.005245031 -0.737022374 -0.557541239 -0.874723583
#> [91,] -2.307628448 -1.933133798 -2.252651867 -1.701553943 -2.088784040
#> [92,] -2.146645788 -2.754517492 -1.834041216 -1.227196946 -1.835723387
#> [93,] -1.773422305 -2.049731272 -2.452462931 -1.453642434 -1.562165608
#> [94,] -2.012894025 -2.166762194 -1.653218676 -0.541967850 -1.285848602
#> [95,] 1.348119587 1.472466036 0.041938683 -0.662345935 -1.140003677
#> [96,] -0.361820616 0.152183855 -0.093138774 -0.058771903 0.623931565
#> [97,] -0.817137246 -0.212345795 -0.637332621 -0.964132951 0.128847171
#> [98,] 0.072271932 0.338566435 -0.014595332 -0.620255696 -0.015421052
#> [99,] 0.308540016 0.091501155 -0.633448605 -0.668659471 -0.309475955
#> [100,] -0.335791081 -0.897626861 -0.907919094 -0.937195198 -0.904680919
#> [101,] 0.826727984 0.066361179 -0.320569510 -0.318047777 0.746125962
#> [102,] 0.932447941 0.124009745 -0.116011315 -0.487671442 -0.476606355
#> [103,] 1.084220151 0.360672276 -0.436226886 -1.567706982 -2.215708543
#> [104,] 0.644921696 -0.510124474 -1.128876469 -0.722955879 -0.499074357
#> [105,] 0.934049758 -0.086645915 -0.647689998 -0.632040963 0.007046950
#> [106,] 0.592061718 -0.636691249 -1.350265401 -1.518040500 -1.712740639
#> [107,] -0.442311946 0.059426013 0.577501383 0.859216216 0.977112789
#> [108,] -1.254833883 -0.973480236 -0.359841231 0.390751853 0.920745697
#> [109,] -1.732575959 -1.218811725 -0.343873608 0.272899183 0.587273246
#> [110,] -0.620113691 -0.100082799 0.415667368 0.868055166 1.192332597
#> [111,] -0.934470379 -0.392660104 0.003961635 0.243015113 0.641275286
#> [112,] 0.538400831 0.818393216 1.094507115 0.848272754 0.501737169
#> [113,] 0.930846123 0.534484868 0.246928435 -0.504507537 -1.579903505
#> [114,] -1.101459856 -1.474112514 -1.344655155 -1.403555049 -1.192034839
#> [115,] -0.199236137 -0.851247940 -0.493624016 0.197978557 0.856495094
#> [116,] 0.895606138 0.778949461 1.027615723 1.283064926 1.215588950
#> [117,] -0.290940190 -0.572974414 0.236139501 1.306214557 1.043728444
#> [118,] 0.831533437 0.827495621 1.109180066 1.299901022 1.215588950
#> [119,] 0.997722004 1.264411064 1.324527195 1.306214557 1.086693571
#> [120,] 0.254078221 0.440426682 0.508020646 -0.054562879 0.180089983
#> [121,] 0.491547668 0.439126339 0.252107124 0.164727268 0.697642379
#> [122,] -0.219659311 0.087600124 -0.251951887 0.637821557 1.180507333
#> [123,] -0.268114291 -0.263492642 -0.036173201 0.722843841 1.144243190
#> [124,] 0.117122823 0.153917647 0.509315318 0.753990618 1.215588950
#> [125,] 0.294924568 0.335965748 0.273253435 0.571318979 0.788696913
#> [126,] 0.294123659 0.133545597 0.310367369 0.797764467 1.215588950
#> [127,] -0.984527177 -0.573407862 -0.068540004 0.341085370 0.724446311
#> [128,] -0.715822288 -0.220581304 0.281884583 0.293944302 0.705525888
#> [129,] -0.591280976 -0.134758628 0.410488680 0.458096235 0.754403647
#> [130,] -0.456728304 0.134412493 0.561102203 0.606253878 0.899854396
#> [131,] -0.626120507 -0.031164589 0.536934990 0.630666217 0.892365062
#> [132,] 0.424271332 0.897280726 1.182544819 1.237186565 1.215588950
#> [133,] 0.568835363 0.947127230 0.968923920 1.083136289 1.215588950
#> [134,] 0.969289744 1.472466036 1.422922276 1.084819899 1.008252652
#> [135,] 0.733021659 1.152148068 0.967629248 0.807024319 0.940060295
#> [136,] 0.657736236 0.741239497 0.807953020 0.672335554 0.887634957
#> [137,] 0.503961754 0.810591154 1.232605475 1.300321924 1.096942133
#> [138,] 0.349786818 0.441727026 1.154062033 1.306214557 1.207311265
#> [139,] 0.676557592 0.968366175 1.236057934 1.306214557 0.969229280
#> V28 V29 V3 V30 V31
#> [1,] -1.6732752058 -0.791925350 1.07339783 -1.629530630 -0.61863110
#> [2,] 0.7071166235 -0.119696224 1.75826610 1.223658347 1.60784139
#> [3,] -1.7752448177 -1.764219556 0.48483916 -0.956044302 0.54644934
#> [4,] -1.2674609207 -1.213683488 -0.44080311 -0.292675665 0.22595795
#> [5,] -0.5743152597 -1.727961692 2.35217531 -1.576302775 0.33483076
#> [6,] -0.3010201866 -1.398723620 1.07072256 -2.036437784 -1.78276892
#> [7,] 0.2199743483 -0.611469546 0.11297709 -1.820447067 -0.98672488
#> [8,] -2.4721059706 -0.960295200 -1.03471232 -1.490522348 -1.50610945
#> [9,] 0.3504293983 -0.517699209 -0.50500952 -0.489310798 0.13169578
#> [10,] -0.7596770237 -1.246190538 0.43400909 -1.487882950 -1.67201087
#> [11,] -0.0855216548 0.710483826 0.55707136 -0.674068641 0.04308934
#> [12,] 0.0498873844 0.275806220 -0.67087605 1.287883692 0.39091675
#> [13,] -1.8012532612 -2.336843747 -0.17060118 -2.251988601 -1.54805611
#> [14,] 0.9684395558 0.458345809 -0.79393832 0.881416438 1.58946026
#> [15,] -1.2517732881 -0.764836142 1.00919143 0.241362481 1.10683795
#> [16,] -0.6044520275 0.333735450 -0.38194725 0.245761478 -0.16240219
#> [17,] -0.7819699753 -0.554790587 0.42063276 -0.691224727 -1.63524862
#> [18,] -0.2675807593 0.963455358 -0.41137518 0.378171265 -0.15580384
#> [19,] -2.0679430152 -1.775055239 -0.67355132 -0.798560235 -0.61721717
#> [20,] 0.7413817157 0.840095270 -0.65482445 -0.725096998 -1.33502361
#> [21,] 0.8639929494 0.953036431 -0.31506558 1.025263616 0.20710552
#> [22,] 0.4301060585 -0.279730932 -0.40334938 -0.922611930 -0.73834406
#> [23,] -0.4752354749 -0.248890910 -1.05076392 -0.376256594 1.14595675
#> [24,] 0.5073057242 -0.014256689 0.66943256 -0.322588840 0.34378567
#> [25,] 0.1332795366 -0.299318514 0.24406516 -0.881701265 -1.23463439
#> [26,] -0.1156584226 0.616296732 -0.11709585 0.810592598 0.34661353
#> [27,] 0.8309663544 1.532328735 -0.45952998 1.127760228 0.70716634
#> [28,] 0.9940351669 0.860099609 -0.65749972 0.662346424 0.56153128
#> [29,] 0.3054306627 0.476266363 -0.63074705 0.287991842 -0.11998422
#> [30,] 0.7174374344 1.532328735 0.19055982 1.710627233 1.83595584
#> [31,] 0.4404268694 1.000963493 -0.07161631 1.602851825 1.80013622
#> [32,] 1.0654551784 1.273522605 -0.60131912 1.250492224 1.02907165
#> [33,] -1.3087441643 0.150779104 -0.14384851 1.287443793 1.39103839
#> [34,] -0.3811096793 -1.369550626 -0.11977111 -2.159609679 -1.09041327
#> [35,] -1.0837504864 -1.389138208 -0.64144812 -1.926022978 -1.25490076
#> [36,] -0.3352852789 -0.369333698 0.48483916 -0.151907785 0.24433908
#> [37,] -0.3394136032 -0.308487169 -0.30971505 0.247521076 1.20581323
#> [38,] -0.1718036340 -1.256609465 -0.35786985 -1.014990852 -0.08510721
#> [39,] 0.7199144290 0.194538595 -0.96515539 -0.063927859 -0.44943050
#> [40,] 0.9552289178 0.315398140 -0.49430845 0.257638768 0.48329368
#> [41,] 1.1385265197 0.966372657 -0.87954685 0.613957465 0.37347825
#> [42,] 0.4660224805 0.694647058 -0.71635558 0.636832245 0.61573203
#> [43,] 0.9292204743 0.925947223 -0.98120699 0.686540903 0.65909263
#> [44,] 0.7975269271 0.525026938 -0.59864385 0.388728856 0.32304799
#> [45,] 0.9205509932 0.793835237 -1.04541339 0.551491718 0.34425698
#> [46,] 1.2541196019 1.293526944 -0.53443745 1.047698496 0.88909233
#> [47,] 0.6988599747 1.532328735 -1.11764559 1.510472903 1.21382551
#> [48,] -0.8112810783 -0.465604578 -0.82069098 -0.098679930 0.47198222
#> [49,] -0.1441438608 0.006997921 0.15845662 0.164819946 0.91689967
#> [50,] 0.0754829955 0.209125091 -0.33379245 0.312626221 0.92491195
#> [51,] 0.0317227572 1.447727054 -0.69762872 1.877349192 2.09517681
#> [52,] -0.0322662704 -0.327657993 -0.45150418 -0.481392605 -0.70299575
#> [53,] -0.4145491067 -0.690236629 -0.99993385 -0.964842294 -1.11869192
#> [54,] -0.0809804980 -0.316405553 -0.93572745 -0.795041038 -0.88020863
#> [55,] 0.2051123806 -0.792758865 -0.31239031 -1.094612684 -0.44283215
#> [56,] 0.3355674305 -0.787341023 0.06482229 -0.840350700 -0.17607021
#> [57,] -0.3893663281 -1.187427794 0.09157496 -0.658672154 -0.22037343
#> [58,] -0.9611392527 -0.660230122 -1.02668652 0.185055329 -0.08086541
#> [59,] 0.7814264621 1.120989524 -1.07484132 1.003708534 -0.33961508
#> [60,] -0.8306842028 -0.013423175 -0.76718565 0.624515056 0.42626507
#> [61,] -0.3039100137 1.064310565 0.35107582 1.242574031 0.21794567
#> [62,] -0.7505947101 -0.310570954 -0.05021418 -0.396491977 -0.17512759
#> [63,] -0.0041936648 -0.531868949 -0.15990011 0.018773270 -0.16334481
#> [64,] -0.2873967162 -0.578128982 0.82192276 -0.037093982 -0.09170556
#> [65,] -0.2547829538 -1.653362179 0.47948863 -1.380107541 0.56483046
#> [66,] 0.4932694213 0.729237894 0.17450822 1.133918823 1.26849757
#> [67,] 0.3520807280 1.532328735 -0.50233425 1.201223466 0.19249488
#> [68,] -0.6180754979 -1.006971990 0.40190589 -1.001353963 -0.47582391
#> [69,] -0.3592295602 -0.450601324 7.00178881 -0.683746433 -0.65350811
#> [70,] -0.7035318123 -0.741497747 0.30024576 -0.648554463 -0.58045492
#> [71,] -2.0266597715 -2.465204919 2.90060498 -1.408261118 -1.47123244
#> [72,] -0.9982941720 -1.448734466 0.68013363 -1.731147443 -0.72608998
#> [73,] -2.0580350367 -1.781723352 2.21038617 -1.785255097 -1.09983949
#> [74,] -2.4539413434 -2.201814461 -0.48093212 -1.767659112 -0.86559799
#> [75,] -2.6983381458 -2.215150687 0.56509716 -1.362071657 -1.13424518
#> [76,] -1.0375132535 -0.801927520 0.01934276 -0.835511804 -0.97494211
#> [77,] -1.1233824003 -0.743164775 0.08622442 -0.707501013 -0.92451185
#> [78,] -0.4207415933 -0.566459785 -0.26691078 -0.372297497 -0.48147964
#> [79,] 0.3706581877 -0.023008587 -0.63877285 -0.629638779 -1.42504398
#> [80,] -1.7901067854 -1.317872752 0.68280889 -0.861025982 -0.92498316
#> [81,] -0.9768268853 -1.090323401 0.57312296 -1.249897252 -1.37414241
#> [82,] 0.0003474921 -0.338076919 -0.46220525 -0.414967761 -0.55453283
#> [83,] -1.3628252135 -1.314955452 0.01399222 -1.049742922 -1.43494151
#> [84,] 0.8165172192 0.582122654 -0.58526752 -0.009380306 -0.39428713
#> [85,] 1.2945771807 0.796752536 -0.97050592 0.126548679 0.11378597
#> [86,] 0.9527519232 0.620047546 -0.54246325 0.125668880 -0.62947125
#> [87,] 0.1072710931 -0.226802786 0.65873149 -0.227570520 -0.28070122
#> [88,] -0.5838104057 -0.641892811 0.38852956 -0.568932630 -0.66104908
#> [89,] -0.9380206363 -0.663147421 -0.86081998 -1.029947439 -1.10926570
#> [90,] -0.4872076155 -0.752750187 2.52339238 -1.039625231 -1.13895829
#> [91,] -1.7219894333 -0.732745849 1.13492896 0.338580299 -1.06166331
#> [92,] -0.6494507631 0.239548356 -0.24015811 1.136558221 -0.36506586
#> [93,] -0.3765685225 -0.733162606 1.85725097 0.704576788 -1.47594555
#> [94,] -0.2812042297 -0.355580716 1.29544497 1.206062362 0.25329398
#> [95,] -1.3937876463 -0.868608648 1.04664516 -0.681986834 -0.33348803
#> [96,] 0.4973977457 0.099934743 0.79249483 1.257530618 0.73261712
#> [97,] 0.8945425497 1.043055955 0.20393616 1.525869390 1.36888678
#> [98,] 0.2084150401 0.584623196 2.07929811 1.098286954 1.73745187
#> [99,] 0.6472559202 1.128491151 0.48216389 1.264569012 2.14702101
#> [100,] 0.0692905090 0.542947491 1.47201257 0.568647803 1.07526012
#> [101,] 0.6418890985 -1.022808758 1.79304457 -0.299714059 0.16704410
#> [102,] -0.3484959169 -0.842769711 -0.28831291 -1.616333641 -1.93264577
#> [103,] -2.5687087608 -1.500829098 -0.87419632 -0.930970023 -0.85192998
#> [104,] -1.5597462858 -1.851321780 -0.72705665 -0.779644551 -1.32654001
#> [105,] 0.6881263314 0.787583881 -0.43545258 0.101034501 -1.01358960
#> [106,] -1.2942950290 -0.232637385 -1.14172299 0.201331615 -0.22979965
#> [107,] 1.1034357626 1.132241964 -0.96783065 1.503874409 1.75677562
#> [108,] 1.0439878917 1.260603137 -0.40869991 1.877349192 1.98300483
#> [109,] 0.7128962776 1.130574936 -0.73508245 1.877349192 2.14230790
#> [110,] 1.2949900131 1.252267996 0.28151889 1.588775037 1.76902970
#> [111,] 0.9350001285 0.977208340 -0.60934492 1.389940406 1.86847629
#> [112,] -0.0169914703 -0.398089935 -0.25620971 -0.231089717 0.25942102
#> [113,] -0.9016913819 0.035754157 -0.64144812 0.735809661 1.39905068
#> [114,] -0.0818061628 1.221427974 0.43400909 1.877349192 1.61538236
#> [115,] 1.3127418079 0.801753621 -0.87152105 -0.128153205 -0.82553657
#> [116,] 1.1678376227 1.010132148 -0.40869991 0.230804890 -1.37461372
#> [117,] -0.3014330191 -0.504779741 -0.14919905 -0.762048566 -2.17678480
#> [118,] 0.2988253437 -0.692737172 -0.86884578 -0.795480938 -0.58988114
#> [119,] 0.7611976727 0.655471895 -0.26156025 0.269516057 0.11802777
#> [120,] 0.4185467503 1.373544298 0.01131696 1.877349192 1.40706296
#> [121,] 1.1100410816 0.843846083 -0.02346151 -0.001022213 -0.34762736
#> [122,] 0.9771090370 0.700898414 0.71491209 0.431399120 0.25046612
#> [123,] 1.0567856972 0.880103947 0.26011676 0.150303259 0.14253593
#> [124,] 1.2883846942 1.029302972 0.64267989 0.329782306 0.36546597
#> [125,] 1.2384319693 0.773414141 0.16915769 -0.389013683 -0.89434795
#> [126,] 1.2367806396 1.108903569 -0.16257538 0.138865868 -0.07850886
#> [127,] 1.3127418079 1.451477867 -0.51838585 0.544013424 -0.06012774
#> [128,] 1.3127418079 1.455228681 -0.78056198 0.639911543 0.35226926
#> [129,] 1.2776510508 1.208508505 -0.42742678 0.549292220 0.50261743
#> [130,] 1.3127418079 1.111404112 -0.73508245 0.318344916 0.40835526
#> [131,] 1.2173775151 1.089315988 -0.16525065 0.567328104 0.65956394
#> [132,] 1.1455446711 0.999713221 -0.35519458 0.496944164 -0.09406212
#> [133,] 1.2049925420 0.884688275 -0.05288945 0.184175530 -0.37637732
#> [134,] 1.0299515889 0.834677428 -0.30168925 0.211449307 -0.62617208
#> [135,] 1.2941643483 0.938866692 -0.11709585 0.148103761 -0.54981972
#> [136,] 1.3127418079 0.655471895 0.12367816 -0.158946179 0.64636724
#> [137,] 1.3127418079 0.961371572 -0.70030398 0.548412421 1.23314926
#> [138,] 0.6096881684 0.295393801 0.12902869 0.619676160 0.84478911
#> [139,] 0.3231824575 0.333318693 -0.81801572 1.155034005 1.18837472
#> V32 V33 V34 V35 V36
#> [1,] -0.738029476 -1.066029856 -0.78760153 -1.08477338 0.07237601
#> [2,] 0.264979340 -1.126847683 -0.62144259 0.05746376 -0.35814104
#> [3,] 1.362169632 0.995794195 -0.26564575 -0.05145086 -0.36985836
#> [4,] 0.137332365 -0.410493437 -0.85216872 -1.04534550 -0.42882294
#> [5,] 0.875963738 -0.576994703 -0.99891234 -0.43557982 0.44317252
#> [6,] -1.848605967 -1.561545597 -0.03582266 -0.16348847 -1.11145138
#> [7,] -0.188717212 -0.474800812 -0.35233737 -0.26420521 -0.68206827
#> [8,] -1.556499968 -1.199131167 -0.78308634 -0.62295980 -0.12908632
#> [9,] 0.422745265 -0.138807241 -0.21868779 1.29495238 1.42515960
#> [10,] -0.394290992 0.108452123 -0.45302607 -0.41410920 0.04478361
#> [11,] 1.181455937 0.832283971 2.16894383 1.47491523 1.18778936
#> [12,] -0.395247149 1.309853468 2.08225221 1.46476548 1.34616218
#> [13,] 0.001079976 0.924009219 -0.13560832 -0.62061755 0.67298320
#> [14,] 1.367906575 1.270471432 0.90198197 0.84094630 0.74895679
#> [15,] 1.356432690 1.785428938 1.70884613 0.76638468 0.70662325
#> [16,] 0.728715542 1.538169574 0.97016131 0.64029357 1.33520081
#> [17,] -1.953783250 -1.737518492 -0.50720833 -0.18573984 -0.80302126
#> [18,] 0.235338470 -0.395039727 -0.45573518 -0.47188469 -0.66694914
#> [19,] -1.170690571 -0.944892708 -0.33608269 -0.03934923 0.41066640
#> [20,] -1.312679903 -1.802324373 -1.12759521 -0.40786320 -0.99087637
#> [21,] -0.977546833 -0.330732352 -1.11540420 -0.63154805 0.59474173
#> [22,] -0.299153359 -0.375099456 -1.08018573 -0.56908805 -0.30068837
#> [23,] 1.486470058 0.529690354 0.01565049 0.57588170 0.59663162
#> [24,] 1.037076213 0.000774658 -1.27569339 -0.62374055 0.25909718
#> [25,] -1.228538077 -1.364136912 -0.34330699 -0.46915206 -0.28821509
#> [26,] 0.872617188 1.986825678 2.23667165 1.78096920 1.02223495
#> [27,] 0.482027006 0.794397455 1.25236059 1.06970603 0.43523498
#> [28,] 0.329998024 0.252520583 0.52812437 0.41465684 -0.02325245
#> [29,] -0.555881545 0.614935014 2.10211904 1.75208145 1.03092845
#> [30,] 1.474518094 1.385626499 0.72272899 0.12148525 0.20996003
#> [31,] 1.442486830 1.350731024 1.59145123 1.92540794 2.27145255
#> [32,] 1.056199355 1.707163374 2.11656764 2.27752615 2.24197026
#> [33,] -0.195410312 -0.370612895 0.45452680 1.05057765 1.25582542
#> [34,] 1.314839855 1.948939163 1.79011952 1.40191512 1.31441202
#> [35,] 0.541786826 0.714137863 1.29931855 1.25435338 1.14583379
#> [36,] 0.310874882 0.977847951 0.69338026 0.73047019 0.78902247
#> [37,] 2.127095326 2.150335903 1.22888161 1.67673909 2.27145255
#> [38,] 0.048409753 -0.542597735 0.12672412 0.42558734 0.42767541
#> [39,] -0.738507554 -1.045591078 -1.53396217 -1.13747400 -0.69302963
#> [40,] 0.070401367 -0.660743842 -1.06754321 -0.94462877 -0.54032648
#> [41,] -0.080193379 -0.610893164 -1.05715827 -1.29401435 -0.64011270
#> [42,] 0.870704874 0.900579400 0.94036107 0.94205341 1.04831544
#> [43,] 0.755487942 0.730588587 0.84960578 0.85499980 0.55505403
#> [44,] 0.304659861 0.325801080 0.41027795 0.43417559 0.40839853
#> [45,] 0.207131835 0.219619135 0.48477856 0.61882295 0.48890786
#> [46,] 1.108787996 1.230590890 1.29525488 1.25123038 1.01656528
#> [47,] 0.806164269 0.670767773 0.64597079 0.53801533 0.57622080
#> [48,] 0.716285500 1.316832563 2.17255598 2.30914652 2.08888913
#> [49,] 0.423223343 0.903071934 1.96756643 2.10654192 2.15994901
#> [50,] 0.421789108 1.235575958 2.08721892 2.12098579 2.12215120
#> [51,] 2.076897078 1.764491654 1.11148671 0.53176933 0.22772500
#> [52,] -1.164475550 -1.247486325 -0.90002972 -0.38444070 -0.62234773
#> [53,] -1.472836220 -1.126349177 -0.86210213 -0.67331817 -0.85631617
#> [54,] -1.164953628 -1.097934290 -0.83907467 -0.36609308 -0.65107406
#> [55,] 0.057493246 -0.045586473 -0.49005061 -0.63467105 -0.99881391
#> [56,] -0.231266203 -0.369615881 -0.41238937 -0.72718991 -1.23127044
#> [57,] -0.516679103 -0.634821489 -0.55913299 -0.91456989 -1.30081840
#> [58,] -0.619465993 -0.193144480 -0.33834028 -1.18392862 -1.25470508
#> [59,] -1.516341369 -1.203119221 -0.72303433 -0.40630170 -0.63444303
#> [60,] -0.122264292 -0.008198464 -0.04214392 -0.91925439 -0.76182164
#> [61,] -0.761933404 -0.241499638 0.31636203 -0.45939269 -1.16852607
#> [62,] -0.560662330 -0.076493893 -0.08639277 -0.69127542 -1.11674307
#> [63,] -0.999538447 -0.669716964 -0.94292401 0.47633609 1.29211131
#> [64,] -1.276824011 -1.152271529 -1.34477577 0.20229287 1.00522594
#> [65,] 1.085840226 -0.607902123 0.13891513 1.73490496 1.20555433
#> [66,] 0.266891655 -1.350677229 -0.59525450 0.39006322 0.30105275
#> [67,] -0.022345873 0.521714245 0.08247528 -0.89114740 -1.20934771
#> [68,] 0.070879446 0.726600533 0.74124126 0.88622979 1.35031994
#> [69,] -1.011490411 -1.624855959 -1.19577456 -0.46407719 0.22167735
#> [70,] -0.263775545 0.268472800 -0.05027126 -0.73812041 -0.82192016
#> [71,] -1.242880433 -0.842200311 -0.96143628 -0.55347306 -1.00183773
#> [72,] -0.463134304 -0.399526288 -0.43948050 -0.17441897 -1.22333290
#> [73,] -0.662971142 -0.360642759 0.16058803 0.37522897 -0.44469802
#> [74,] 0.057971324 -0.091449097 0.43556301 0.29207911 -0.18124729
#> [75,] -0.746156811 -0.596934974 -0.03943481 -0.16583072 -0.30938187
#> [76,] -0.695958562 -0.461341129 -0.80972595 -0.76271403 -0.62121379
#> [77,] -0.619944072 -0.214580272 -0.13967199 0.14998262 0.29727297
#> [78,] -0.978981069 -1.173707321 -0.72845256 -0.22126397 -0.08637479
#> [79,] -1.574188875 -1.227546053 -0.66253081 -0.08697498 -0.01229109
#> [80,] -1.327978417 -0.590952892 0.51864247 0.71875894 0.54673851
#> [81,] -1.328934574 -0.271410045 -0.06246227 -0.47539806 -0.60080298
#> [82,] -0.935953999 -1.512193426 -1.21699594 -0.59875655 -0.26062269
#> [83,] -1.653549915 -0.475797826 -0.02047102 0.07698250 0.20693621
#> [84,] -0.779622310 -0.502717192 -0.91176921 -1.13981624 -1.43840243
#> [85,] 0.179881357 -0.297332398 -1.13752863 -1.22530836 -0.89864971
#> [86,] -0.569267744 -0.918471848 -1.74888513 -1.15855424 -0.83250355
#> [87,] -0.651019178 -1.333229491 -1.37231842 -0.88412065 -0.93417965
#> [88,] -0.916352778 -1.318274288 -1.05760979 -1.11483225 -0.90809917
#> [89,] -1.679366158 -1.817279577 -1.21112620 -0.87865540 -0.69643143
#> [90,] -1.028701239 -0.533624613 -0.48282631 -0.51990081 -1.11485318
#> [91,] -0.571180059 0.621914109 1.14760822 1.77277133 1.72225038
#> [92,] -0.358435100 0.814337727 1.78695889 1.51395273 1.20328646
#> [93,] -0.813087809 1.041656819 2.07502791 1.77081945 2.03710613
#> [94,] 0.455254607 0.480338183 0.97874017 1.72241296 1.66895547
#> [95,] -1.591399703 0.106458096 1.11419582 0.81479118 0.14456982
#> [96,] 0.419876793 -0.500723165 -0.14554174 -0.50116281 -1.17759755
#> [97,] 0.737320956 -0.998232934 -0.55055414 -0.02022086 -0.44885578
#> [98,] 2.207412524 1.287420663 0.90604564 1.33516100 0.29651702
#> [99,] 2.236097238 1.500283059 1.26996982 1.25903788 0.05423306
#> [100,] 1.412845960 1.896595951 0.51548184 -0.04598561 -0.35851902
#> [101,] -0.119395821 -1.290357908 0.39041112 1.13138527 1.17871788
#> [102,] -1.072684467 -0.904513658 -0.04891671 -0.29972933 -0.85593819
#> [103,] 0.174144414 -0.092944617 -1.01155487 -1.46109484 -0.56754090
#> [104,] -0.452616576 0.032180585 -0.76186495 -0.87358052 -0.08713075
#> [105,] -0.828386323 -0.616875245 -0.98988197 -1.03012088 -1.14735930
#> [106,] -0.418672998 0.155311761 -0.09993834 -0.38717332 -0.70021122
#> [107,] 1.718816237 1.524211384 1.18959947 0.92214429 1.09178292
#> [108,] 1.906223032 1.736076767 1.33408550 1.34843375 1.51171658
#> [109,] 1.635630568 1.141358176 0.85818464 1.07360978 1.42893938
#> [110,] 1.529497128 1.367181748 1.04059825 0.89520842 0.99728840
#> [111,] 1.927258489 1.536175547 0.95480967 0.84641155 1.08006560
#> [112,] 0.601546646 0.562093295 0.07660553 -0.29465446 -0.62726144
#> [113,] 1.878494476 2.930000510 2.46107652 1.04237978 -0.03232393
#> [114,] 0.863533696 0.562093295 -0.03311355 -0.46212532 -0.74972635
#> [115,] -1.727652092 -1.257456460 0.03777491 0.97250266 1.28492973
#> [116,] -0.738985633 -0.238010091 0.41840529 1.46710773 2.02992455
#> [117,] -1.261525497 -0.965331486 -1.19622608 -0.90871427 -0.96857566
#> [118,] 0.087612195 0.061093979 -0.44715632 -1.30104110 -0.41786158
#> [119,] -0.207840354 -0.777394429 -0.53791161 -0.19393772 0.11546551
#> [120,] 0.510233641 0.641355873 0.40756884 -0.38131770 -0.41332584
#> [121,] -0.096448050 0.058601445 -0.41961367 -1.09219050 -0.95005473
#> [122,] 1.358345004 0.954916639 -0.68194612 -1.45836221 -0.82834579
#> [123,] 1.147034281 0.924507725 -0.37988002 -1.39316959 -0.31505154
#> [124,] 0.916600416 0.423508409 -0.60067273 -1.47749058 -0.23983390
#> [125,] -0.820258988 -0.867624157 -0.53023579 -0.94072502 -0.31542952
#> [126,] 0.420832950 0.231084791 -0.53159034 -1.29245285 -0.65825565
#> [127,] 0.253027376 0.616430534 -0.10987175 -0.87319015 -1.07403155
#> [128,] -0.142821670 -0.182675838 -0.37130116 -0.83571415 -0.98142692
#> [129,] 0.276453226 -0.100422219 -0.25345474 -0.74241454 -1.03774565
#> [130,] -0.064894865 -0.561042486 -0.80882291 -0.86616340 -1.15983258
#> [131,] 0.276453226 -0.109395341 -0.48598694 -0.98366626 -1.13601996
#> [132,] -0.578829316 -0.502218685 -0.95556653 -1.19681099 -1.38850932
#> [133,] -0.633808350 -0.624851354 -0.93389363 -1.12381087 -1.40589631
#> [134,] -0.797789295 -1.037116463 -0.85578087 -0.72679954 -1.00675145
#> [135,] -0.968941419 -1.235023655 -1.32987565 -1.22140461 -1.47809013
#> [136,] 0.962974036 0.417027821 -0.86255365 -1.20813186 -1.34428589
#> [137,] 1.345436883 0.535672435 -1.03819448 -1.16597137 -0.96177206
#> [138,] 0.224820741 -0.766925787 -1.40708537 -1.29167210 -1.37074435
#> [139,] 0.036457789 -1.200128180 -1.14520445 -0.95399776 -0.80188732
#> V37 V38 V39 V4 V40
#> [1,] 0.050156563 -1.081222123 -0.730045493 0.2898432813 -0.669662675
#> [2,] 0.985327961 1.493252608 1.003808583 1.1368395537 0.809880279
#> [3,] 0.695059942 2.422936586 3.202149167 -0.7506292971 3.203844287
#> [4,] 0.038677037 0.319628226 0.355881784 -0.8172711358 0.044005552
#> [5,] 1.000497334 0.376095912 1.054818717 1.8355039917 1.570911103
#> [6,] -0.737010944 0.216631167 0.470654586 -0.5055593096 -0.359652947
#> [7,] -0.512340218 -0.327265582 -0.808522622 -0.1702003794 -0.227252959
#> [8,] -0.135565771 -0.840895652 -1.147445724 -0.6538911441 -1.143826859
#> [9,] 0.059586173 -1.257401303 0.174403422 -0.1401040652 1.560685088
#> [10,] 0.733188368 0.306527723 1.064628358 -0.2260935344 0.970805467
#> [11,] 1.599892592 0.429401407 -0.156671967 0.7885822031 -0.027576555
#> [12,] 0.851263494 0.570344751 -1.018448943 -0.1830987998 1.546153382
#> [13,] 2.107041658 2.239981284 0.118488468 0.4725709035 -0.043722895
#> [14,] 0.820924747 0.809315997 -0.198362942 -0.5936985156 -0.903246393
#> [15,] 1.095613408 1.729513405 1.450637738 1.5001450615 1.131192444
#> [16,] 2.049644027 2.620799357 3.129557823 -0.5528535177 3.273811760
#> [17,] -1.326976592 -0.882455869 -0.452923130 1.0658982416 -0.664280561
#> [18,] -1.196601973 -1.286312758 -1.118016801 -0.3443290547 -1.403782932
#> [19,] 0.746717810 -0.044475412 -0.296949835 -0.3937729995 -0.503893584
#> [20,] -0.864105698 -0.627673671 -1.272518649 0.1458109202 -1.621220311
#> [21,] 0.397002246 -1.116457959 -0.856589864 0.0318748734 -1.325742289
#> [22,] -0.953072026 -1.085287796 -0.808032140 -0.2626390589 -0.701955355
#> [23,] -0.974391146 0.171908760 0.629080290 0.0576717142 0.600516070
#> [24,] 0.684400382 -0.135727192 -0.583391357 0.5951058972 -0.735324457
#> [25,] -0.453302655 -0.637160242 -0.457337468 0.0318748734 -1.020038252
#> [26,] 0.128873313 -0.488085551 -0.315588154 -0.4195698403 0.240990900
#> [27,] -0.394675075 -0.945247935 -0.871794807 -0.1573019590 -0.305831814
#> [28,] -0.997760181 -1.373047123 -1.211208392 -0.7484795604 -1.121221983
#> [29,] -0.109326854 -0.135727192 -0.307249959 -0.1057082774 -0.331665958
#> [30,] -0.308988612 -0.841799135 -0.808032140 -0.2368422181 -1.276765058
#> [31,] 2.218147072 1.778753227 1.268668894 -0.5765006218 0.453584377
#> [32,] 2.339502063 2.230494713 1.607101514 -0.4625645750 0.862086778
#> [33,] 0.963188874 1.621547190 2.707743253 -0.6775382482 3.102660556
#> [34,] 1.041495642 -0.777200103 -0.202286798 0.1071156590 0.962732297
#> [35,] 0.719658927 -0.916788222 0.691371512 0.7197906277 1.719995642
#> [36,] 0.538036424 -0.280736209 -1.398572538 0.0985167121 -0.217026944
#> [37,] 2.371480743 1.994685657 1.137219703 -0.6065969360 0.143036438
#> [38,] 0.423651146 0.655723892 0.625156434 -0.5227572035 0.670483544
#> [39,] -0.613606038 -0.304678508 -0.500009407 -0.6968858788 -0.952761836
#> [40,] -0.400824822 -0.109074444 -0.296459353 -1.0580416498 -0.718101695
#> [41,] -0.513980151 -0.157862525 -0.008055903 -0.6259445666 -0.535109841
#> [42,] 1.041495642 0.752848312 0.275442726 -0.8645653439 0.031626692
#> [43,] 0.440050469 0.232442119 -0.608896424 -0.9828008642 -0.841352090
#> [44,] 0.354364006 0.024641036 -0.727593082 -0.8151213990 -0.712719581
#> [45,] 0.586824410 0.131703768 -0.513252423 -0.5700514116 -1.087852880
#> [46,] 0.903741328 0.654368668 0.054235318 -0.2346924814 -0.456530987
#> [47,] 0.347804276 0.007023118 0.027258805 -1.0666405967 -0.194422068
#> [48,] 1.945918309 1.636454659 1.652225864 -0.1293553815 1.674785890
#> [49,] 1.661800037 1.293131129 1.192644175 -0.5786503585 1.578984273
#> [50,] 1.639660951 1.500480471 1.521757636 -0.5614524647 1.886841156
#> [51,] 0.396182279 -0.661102541 -1.289685521 -0.3185322139 -0.926389480
#> [52,] -1.088366441 -1.385695885 -1.373557953 -0.8925119214 -1.035108170
#> [53,] -1.280648504 -1.278181411 -0.726612118 -0.9591537601 -0.410244812
#> [54,] -1.196191990 -1.220810242 -1.060630400 -0.3593772118 -0.670200886
#> [55,] -0.480361538 -0.540035822 -0.848742151 -0.6775382482 -0.930695171
#> [56,] -0.418454094 -0.705824948 -1.283309254 -0.2454411650 -1.158358565
#> [57,] -1.033428709 -1.037403199 -1.213170320 -0.0326172285 -0.755238277
#> [58,] -1.366744950 -1.350460049 -0.801655873 -0.2024464304 -0.562558619
#> [59,] -0.973571180 -0.629932378 -0.419079868 -0.3851740526 -0.228329382
#> [60,] -0.550468645 -0.953831024 -0.856099382 -0.1401040652 -0.034035091
#> [61,] -0.684533111 -0.787590157 -1.432906282 -0.9118595520 -1.037799226
#> [62,] -0.984230740 -1.168408230 -0.372484072 -0.4389174709 -0.018965173
#> [63,] 1.665489885 0.439791462 -0.938009885 -0.7549287705 0.158106355
#> [64,] 1.111192765 -0.580240815 -0.675601984 -0.0756119632 0.932592463
#> [65,] 0.446200215 1.086685270 0.816444437 -0.0777616999 -0.187425321
#> [66,] -0.966191484 -0.520159197 -0.264578020 -0.6667895645 0.333025038
#> [67,] -1.302787590 -0.697693601 -0.376407929 -1.0601913865 -0.571170001
#> [68,] 1.307984642 1.231242546 1.005770511 1.5388403226 1.295885112
#> [69,] 0.005058424 -0.035440582 0.232770787 7.9751520987 0.520322582
#> [70,] -1.102715849 -0.606441821 -0.036994345 0.4919185341 0.259828297
#> [71,] -1.082216695 -0.644839847 -0.752607667 1.4507011166 -1.607765027
#> [72,] -0.770219574 -0.736543369 -0.742307544 1.3453640168 -0.872568347
#> [73,] -0.832946984 -0.369277540 -0.063970858 2.0289802976 -0.689576494
#> [74,] -0.571377781 0.261353574 0.170479566 -0.3615269486 -0.917239888
#> [75,] 0.367483464 0.417204387 -0.739855134 -0.0713124897 0.087062459
#> [76,] -0.209772708 0.453795448 0.160179443 1.1647861313 -0.268695232
#> [77,] 0.411351653 0.548209418 0.276914173 0.5671593197 0.560150221
#> [78,] -0.329487766 -0.514738299 -0.078685320 0.5134159014 0.182864076
#> [79,] -0.190503503 -0.518803972 -0.038465791 1.0358019273 0.434746980
#> [80,] 0.329355038 -0.032278392 -0.055632663 1.0035558763 -0.557714717
#> [81,] -0.038399782 -0.061641588 0.213151505 -0.6990356155 0.835714423
#> [82,] -0.366796226 -0.591082610 -0.521100136 -0.3658264220 -0.577090325
#> [83,] -0.003551220 0.131252026 0.250428141 0.6230524748 0.150571396
#> [84,] -0.988330570 -0.438393988 -0.829613350 0.4188274852 -1.136291900
#> [85,] -0.364336328 -0.027309235 -0.151767146 -0.6689393013 -0.144906625
#> [86,] -0.549238695 -0.274411828 -0.533362187 -0.2432914283 -0.268695232
#> [87,] -1.105175747 -0.909108617 -0.658435112 0.7391382583 -0.632526093
#> [88,] -0.782929049 -0.910012100 -0.814898889 -0.7226827196 -0.314443195
#> [89,] -1.001040046 -0.694983152 0.030692179 0.4596724831 0.123660830
#> [90,] -0.801788271 -0.133016743 0.134674376 1.9988839833 -0.257392794
#> [91,] 1.695418649 2.514188367 2.696952647 -0.4217195771 1.545615171
#> [92,] 1.370712053 2.122076757 2.095621644 2.3772376482 1.517628181
#> [93,] 1.891800543 2.723796416 1.663997433 1.3948079616 0.657566472
#> [94,] 1.929928969 2.568397345 2.150555635 1.4614498003 0.897608726
#> [95,] 0.166181773 0.086077878 0.609951490 0.5564106361 0.620429890
#> [96,] -0.161394705 0.355315804 -0.749174293 0.1157146060 0.284586018
#> [97,] -0.256510779 0.044969402 -0.384255642 -0.6925864053 -0.959220372
#> [98,] -0.839096730 0.134865958 0.219527772 1.4012571718 -0.596465933
#> [99,] -0.874355275 -0.736995110 -0.955176757 -0.2991845833 -0.136833455
#> [100,] -0.985460689 -0.470919375 -0.759474416 1.0035558763 -0.869877290
#> [101,] 0.793045898 0.641268164 1.072476071 1.1411390272 0.655951838
#> [102,] -0.936262720 -0.579337332 -0.667754271 0.5671593197 -0.578166748
#> [103,] 0.050976529 0.028706709 -0.330793097 -0.2346924814 -0.782687054
#> [104,] 0.253508169 0.079301755 -0.397008175 -0.7054848257 -0.723483808
#> [105,] -1.158063564 -1.181056991 -1.194041520 0.0619711877 -0.897326068
#> [106,] -1.066227355 -0.932599174 -0.885528305 -0.2239437977 -1.193880513
#> [107,] 1.036575845 0.671083103 0.400025169 -0.0003711776 0.552077051
#> [108,] 1.623671611 1.131407677 0.687938137 0.3414369628 0.875003850
#> [109,] 1.792174655 1.795919403 1.455052076 -0.0820611734 1.342171287
#> [110,] 0.930800211 0.503487011 -0.097814120 0.2726453874 0.507943721
#> [111,] 1.485917297 1.278675402 1.175477303 -0.7033350890 1.563376145
#> [112,] -0.927243092 -0.814242904 -0.311173815 -0.4475164179 0.277589271
#> [113,] -1.010059673 0.080656980 1.484971482 -0.3615269486 2.638184176
#> [114,] -0.146225331 0.609194519 1.382460732 -0.0627135428 1.631728984
#> [115,] 1.742566703 1.826186083 1.700293105 -1.0150469151 0.806651011
#> [116,] 1.837682777 1.245246532 0.581013049 -0.7721266644 -0.113152157
#> [117,] -0.848116358 -0.163283423 0.156746068 0.1565596039 0.660257528
#> [118,] 0.147322552 -0.126692362 -0.228282347 -0.9484050764 -0.312290350
#> [119,] 0.434720689 0.481351678 0.214132469 -0.4819122056 -0.087856224
#> [120,] -0.602126512 -1.125041047 -0.510800013 -0.0068203878 0.007407182
#> [121,] -0.676743432 -0.474533307 0.904731207 -0.7807256113 1.051537167
#> [122,] -0.276189966 0.591576601 1.190682247 -0.9591537601 0.559612009
#> [123,] -0.050289291 0.194495834 1.171062965 -0.3077835303 0.591904689
#> [124,] -0.223712132 0.308334689 1.448185327 0.2876935445 0.948738803
#> [125,] -0.755870166 -0.026857494 1.306926495 0.3285385425 0.489644536
#> [126,] -0.865335647 0.229279929 1.367746270 -0.6388429870 1.066607085
#> [127,] -0.878455106 -0.966479785 -0.856099382 -0.6818377217 -0.313904984
#> [128,] -0.837456798 -0.982742479 -0.815389371 -0.1293553815 -0.344583030
#> [129,] -0.869435478 -0.824181217 -0.476956751 0.0899177652 -0.393560261
#> [130,] -0.772269489 -0.771327463 -0.429870473 -0.1616014325 -0.434464322
#> [131,] -0.620165768 -0.545456720 -0.290573569 -0.9161590255 -0.571708212
#> [132,] -1.212181330 -1.148983346 -1.109678606 -0.3851740526 -0.987207361
#> [133,] -1.284338352 -0.988615118 -1.106735713 -0.3335803710 -1.147594338
#> [134,] -1.308527353 -1.279536635 -0.938009885 -1.0236458621 -0.944150454
#> [135,] -1.234320416 -1.135882843 -1.194041520 0.0340246101 -1.123374828
#> [136,] -0.821877441 -0.664716472 -0.710426210 0.6316514217 -1.133600843
#> [137,] -1.085086576 -0.908205134 -0.686392590 -0.5636022014 -1.555020317
#> [138,] -0.877635140 -0.735188144 -0.970872183 0.1157146060 -1.272997579
#> [139,] -0.433623468 -0.784879708 -1.162160186 -0.6065969360 -1.316592696
#> V41 V42 V43 V44 V45
#> [1,] -0.741649432 -1.302106790 -0.76572438 -0.40255843 -0.904441652
#> [2,] 0.937211201 -0.123709008 -0.23331191 0.03505532 0.065062727
#> [3,] 1.769582737 1.298718255 0.55726210 0.75704432 1.486134917
#> [4,] -0.158311715 -0.086663568 -1.26157006 -0.68988058 -0.532906752
#> [5,] 1.146151139 -0.247193805 -0.35910167 -0.31341489 -0.460031255
#> [6,] -1.036988858 -0.353625940 -0.41614586 -0.54327261 0.087836320
#> [7,] -0.242452392 -0.621764358 -0.23916259 -0.79228515 -0.667596287
#> [8,] -1.097976732 -1.151572941 -0.77303774 -0.99856772 -0.867353229
#> [9,] 0.295144420 -0.285415290 -0.18504374 0.64579908 -0.048154563
#> [10,] 0.081686862 0.002715904 -0.07095536 0.09104630 -0.556981693
#> [11,] -0.100712056 0.059166097 -1.40564321 -0.22648152 -0.298013410
#> [12,] 2.447790480 1.869688438 0.71888732 -0.27363182 0.238792706
#> [13,] 1.755465173 2.105485599 0.19086286 -0.55653363 -0.488660915
#> [14,] -0.555862299 -0.450649710 -0.17626771 -0.29204991 -0.428148226
#> [15,] 0.610813137 -0.591775193 -0.60190516 0.25975598 -0.070277482
#> [16,] 3.392537820 3.006924621 2.30515469 0.48887698 1.559010414
#> [17,] 0.105969071 -0.246017760 -0.53535360 -0.45339235 -0.296061387
#> [18,] -0.822966597 -1.066897652 -0.58874111 -0.20143292 -0.588214049
#> [19,] -0.532709495 -0.477110738 -1.17966045 -0.93299933 -0.410580025
#> [20,] -0.761978724 -0.714083944 -0.45198131 -0.21248377 -0.652630783
#> [21,] 0.188415641 0.557221447 0.15941542 -0.80775634 -0.385854410
#> [22,] -1.024000700 -1.096298794 -1.16430239 -0.90132022 -0.666945613
#> [23,] -0.243581797 -0.782882617 0.76130479 0.35700348 -0.694273924
#> [24,] -0.738825920 -0.276006925 -1.04802000 -1.07666041 -0.908345696
#> [25,] -1.301269644 -1.448524478 -1.26668941 -0.88290213 -0.796429755
#> [26,] 0.157921704 -0.351273849 0.40075624 0.02253102 -0.551776301
#> [27,] -0.560944622 -0.537677091 0.21792229 -0.38561379 -0.934372660
#> [28,] -0.949459965 -0.611767969 0.14625138 -0.16164985 -0.881668059
#> [29,] -0.138547126 0.468429998 1.41438767 0.21039550 -0.815299303
#> [30,] -1.024565402 -0.613532038 0.20475824 -0.34583072 -1.182279484
#> [31,] 0.017875476 -0.274242856 0.35321941 0.09104630 0.247251469
#> [32,] -0.039724183 -0.604711695 -0.95952837 -1.08550109 -0.281746558
#> [33,] 2.690047867 2.616477452 3.86509397 4.11650337 2.601390290
#> [34,] 1.260785753 1.191698097 1.13794274 1.25433267 -0.234247350
#> [35,] 0.783612112 0.223812494 -0.05194063 0.46677527 -0.414484070
#> [36,] 0.245450597 1.381629476 1.40707431 0.21776274 -0.197158927
#> [37,] -0.227205424 -0.290119473 0.36565212 0.87565680 0.654573443
#> [38,] 0.682530359 0.044465526 -0.11117883 -0.90279367 -1.246696218
#> [39,] -0.832566540 -0.618824243 -0.50610016 -0.55285002 -0.717698191
#> [40,] -0.810543142 -0.161930493 -0.23916259 -0.27510527 -0.350067336
#> [41,] -1.195105567 -0.431244956 -0.46807070 -0.40550532 -0.579755286
#> [42,] -0.270122816 -0.745249155 -0.82276857 -0.38119345 -0.517941249
#> [43,] -0.650167622 -1.261533213 -1.23597330 -1.24389664 -1.078822305
#> [44,] -0.576191590 -1.032792327 -1.38809115 -1.23947630 -0.903790978
#> [45,] -1.072565117 -1.391486262 -1.00779653 -1.17243446 -1.278579248
#> [46,] -0.717931926 -1.049256966 -1.23012262 -0.97941291 -1.139334995
#> [47,] -0.274075734 -0.679978619 -0.61653187 -0.50348954 -0.445716426
#> [48,] 1.194150854 0.801838951 0.26911579 -0.34583072 -0.383902388
#> [49,] 1.390667336 1.185229846 0.70060392 -0.19038207 -0.570645849
#> [50,] 1.721018319 1.386333659 0.99021290 0.07631183 -0.318184306
#> [51,] -0.719626034 -0.672334322 0.11114726 1.23149424 1.134120240
#> [52,] -0.421463096 -0.518860360 -0.62969592 -0.90795073 -0.761944028
#> [53,] -0.001889113 0.143253364 -0.12653688 -0.51159350 -0.591467420
#> [54,] -0.208005538 -0.170750835 -0.34008694 -0.90353039 -0.702732687
#> [55,] -1.209787833 -1.310339110 -1.16503373 -0.67219922 -0.558283042
#> [56,] -1.295057916 -1.468517255 -1.13724297 -0.52706469 -0.431401596
#> [57,] -0.973177471 -1.175093855 -1.51388091 -0.66777888 -0.576501916
#> [58,] -0.739955325 -1.266237396 -1.67404345 -1.02877338 -0.883620081
#> [59,] -0.777790395 -1.611994829 -1.53362698 -0.75618570 -0.442463055
#> [60,] -0.575626887 -0.437125184 -0.86006670 -0.77018344 -0.042298496
#> [61,] -0.794166768 -0.356566054 -0.54632363 -0.88658575 0.134034179
#> [62,] -0.191064462 -0.049030106 -0.53754760 -1.17169774 -0.508181137
#> [63,] 0.844035283 0.829476025 0.44317372 0.04463272 0.390399767
#> [64,] 1.094198506 0.731276209 -0.03365723 -0.57642517 -0.150961068
#> [65,] -1.347575252 -0.958701448 0.21134026 0.46972217 0.043590482
#> [66,] -0.030688942 -0.965757722 -0.54339829 -0.64862407 -0.717047517
#> [67,] -0.123300158 0.025648795 -0.52292089 -1.00151461 -1.090534439
#> [68,] 1.988122617 1.175821481 0.94194474 0.46382838 -0.018874229
#> [69,] 0.347661756 -0.050794175 -0.58142775 -0.16459674 0.520534583
#> [70,] -0.042547695 0.125024656 0.08408783 -0.18227811 0.033179697
#> [71,] -0.945507047 -0.601183558 -0.65748668 -0.40403187 -0.847833007
#> [72,] -1.361692815 -1.083950314 -0.99609516 -1.00372478 -0.798381777
#> [73,] -1.159529308 -1.384429988 -1.21988392 -1.07002990 -1.044987253
#> [74,] -1.266258087 -0.824632239 -0.65529267 -1.32419950 -0.894681541
#> [75,] 1.815323642 0.970601508 -0.42784723 -0.55579691 -0.925263223
#> [76,] -0.700426147 -0.597655421 -0.18211840 -0.82396426 -0.935674008
#> [77,] 0.607989624 0.537816693 1.03482439 0.46235493 -0.473695411
#> [78,] 0.425590706 0.967661393 0.59456023 -0.15575606 -0.746327851
#> [79,] 0.766106334 0.711871456 0.67427583 0.25312547 0.058555986
#> [80,] -0.741649432 -0.096071934 0.38905487 -0.10123853 -0.556981693
#> [81,] 0.605166111 0.507827528 -0.09362677 -0.53369521 -0.646774716
#> [82,] -0.357651709 0.043289480 0.10822192 -0.18375156 -0.491263611
#> [83,] 0.786435625 0.862993327 0.29690655 0.46677527 0.249854166
#> [84,] -0.476239241 -0.449473664 -0.41029517 -0.59263308 -0.413182722
#> [85,] -0.005277328 -0.071374974 -0.28743076 -0.07766337 -0.251164876
#> [86,] 0.212133148 -0.147817944 -0.42492189 -0.01062154 -0.476948782
#> [87,] -0.118217835 0.047993663 -0.81691788 -0.76207948 -0.456127211
#> [88,] -0.425416013 -0.916363803 -1.15479503 -0.06071873 -0.333149810
#> [89,] -0.349181171 -0.942236808 0.15868409 0.30395939 -0.402121262
#> [90,] -0.952283478 -0.199563955 0.69914125 -0.31046799 -0.866702555
#> [91,] -0.100147354 -1.112175411 -0.92954360 0.38278880 2.084104396
#> [92,] 0.884693866 1.135835927 1.48459591 1.14014053 1.745103201
#> [93,] 1.228597709 0.594854909 -0.65163599 -0.53443193 0.423584145
#> [94,] 0.415990762 0.982949987 1.56358018 1.70668088 2.345675376
#> [95,] -0.013183163 0.890630401 1.24837444 -0.25816063 -0.340957899
#> [96,] 0.925917151 -0.695855236 0.03362566 0.75704432 0.165266535
#> [97,] 1.627277698 2.136650810 2.47043658 1.55565257 1.875888691
#> [98,] 1.636877641 1.664468465 0.09432654 2.26217038 2.692484661
#> [99,] 2.229250600 3.203912274 2.12305207 1.64184922 2.887036211
#> [100,] 1.507560761 2.143707084 1.31126932 1.76267187 2.439372444
#> [101,] 1.277726830 1.927314677 2.04991849 -0.60073704 1.468566717
#> [102,] 0.387755636 -0.455353892 -1.22134659 -0.92047503 0.245299447
#> [103,] -0.784002123 -1.135696324 -1.35883772 -1.00298806 -0.988378608
#> [104,] -1.096282624 -0.269538673 -0.33423625 -0.79154842 -0.863449185
#> [105,] -0.377981001 -0.336573278 -1.03339328 -0.33404314 0.003899363
#> [106,] -0.758590509 -0.526504657 -0.83008193 -0.29352335 -0.007162096
#> [107,] 0.880176245 0.937672228 1.37123886 2.02347198 1.756164660
#> [108,] 0.763847523 0.680118222 1.74714547 2.36089133 1.609762992
#> [109,] 0.816364859 0.331420675 0.98509355 2.04483696 1.536887495
#> [110,] 0.755376985 0.725395981 1.28201589 1.75530463 1.264905730
#> [111,] 1.473678609 1.274609319 1.88609927 2.65042365 2.535021534
#> [112,] 0.835564745 0.785374311 0.94706409 0.62369737 0.037734416
#> [113,] 2.640918747 1.540395645 0.12138596 -0.33256970 0.522486605
#> [114,] 1.121304228 0.408451667 0.15649008 0.70915730 1.477676154
#> [115,] -0.357087007 -0.642933180 0.20475824 1.35673723 1.375520323
#> [116,] -0.176946898 -0.327164912 0.50679993 1.11877555 0.634402547
#> [117,] 0.492225605 0.009184155 -0.88493211 -0.89984677 -0.527050686
#> [118,] -1.381457404 -0.542969296 0.73936472 1.82087302 1.532332777
#> [119,] -0.602167907 -0.948705060 -0.33935560 -0.44528839 -0.879065363
#> [120,] 0.263521078 0.637780577 0.57920218 -0.91973831 -0.545269560
#> [121,] -0.844989996 -0.229553120 0.70718594 1.70889105 1.700206689
#> [122,] 1.162527513 2.576491898 2.71689675 2.57012080 2.432215029
#> [123,] 0.035945957 0.938260251 1.35588081 1.95716686 1.999516766
#> [124,] -0.211393753 1.117019196 1.72447406 2.02347198 2.136158323
#> [125,] -1.020047782 0.501947300 1.61404235 1.91738380 0.979910483
#> [126,] -0.376286893 0.924735726 0.98655622 1.58217462 1.874587343
#> [127,] 0.065310489 1.008234970 0.97778019 -0.66704215 -0.359176773
#> [128,] -0.411863153 -0.011984667 -0.61068119 -0.61841841 -0.022778274
#> [129,] -0.310781399 -0.048442083 -0.92442425 -0.74955518 -0.365683514
#> [130,] -0.265040494 0.227340631 -0.55802501 -1.10465590 -0.536810797
#> [131,] -0.310216696 0.209699946 -0.24574462 -0.87185128 -0.922009852
#> [132,] -1.311434289 -0.777590412 0.01607360 0.45204080 0.454165827
#> [133,] -1.483668562 -0.941060763 -0.28304274 -0.08871423 -0.086544334
#> [134,] -1.209223131 -1.024560007 -0.59166645 -0.19038207 0.048145201
#> [135,] -1.193976162 -1.045140806 -0.35398232 0.06010392 -0.128187475
#> [136,] -0.725837762 -1.300930744 -1.32373360 -0.57716189 -0.893380193
#> [137,] -0.845554699 -1.452052615 -1.39759852 -0.63757322 -0.716396843
#> [138,] -1.409127828 -0.841096879 -0.65529267 -0.46149631 -0.450271144
#> [139,] -1.208658428 -0.424188682 0.04167036 -0.23016513 -0.372190255
#> V46 V47 V48 V49 V5
#> [1,] -1.06638008 -0.823158663 -0.27660728 -0.2807682940 0.829109749
#> [2,] -1.08690348 0.147640904 -0.27331941 -1.0500543765 0.429963717
#> [3,] 1.55681440 1.698783979 1.09443667 0.4692167039 -1.038664507
#> [4,] -0.39290853 -0.712786585 -0.68430381 -0.6805764731 -0.696812164
#> [5,] -0.76689047 -0.118201520 0.22479368 -0.0105531110 1.766816456
#> [6,] 0.57321149 -0.117014723 -1.07884883 -0.6226732196 0.781365008
#> [7,] -0.25456562 0.279375320 0.41713438 0.7339172914 -0.194537492
#> [8,] -0.71672216 -0.025631390 -0.35880417 -0.9893938252 -0.773203749
#> [9,] -0.02728797 -0.883685286 -0.61197056 -1.0059376119 0.855846804
#> [10,] -0.67035448 -0.715160178 -0.97363683 -0.1677190848 -0.290026973
#> [11,] 0.02059996 0.033708437 -0.26674366 -0.1622044892 1.654138868
#> [12,] 1.38198544 1.281031597 -0.36373598 -0.8129267669 -0.022656425
#> [13,] -0.24164348 -0.514591563 -0.13358471 0.0252917603 1.220616623
#> [14,] -0.17703277 -0.563250221 -0.72047044 -0.5123813081 -0.643338054
#> [15,] 0.02820122 -0.735335719 -1.15282603 -0.2063212538 1.974983526
#> [16,] 2.96532769 3.687854975 3.27922975 4.0537038266 -0.184988544
#> [17,] -0.89991250 -0.867070135 -0.71389469 -0.8046548735 0.790913956
#> [18,] 0.23647571 0.288869692 -0.85198545 -0.4269050767 -0.227003915
#> [19,] 0.26003962 -0.014950221 -0.11056959 0.2155453076 -0.635698896
#> [20,] -0.71672216 -1.234977061 -0.83225819 -1.1107149278 -1.277388211
#> [21,] 0.06164676 -0.576304983 -0.45415255 -1.0114522075 -0.799940804
#> [22,] -0.49400527 -0.946585503 -0.82732638 -1.1162295234 0.386038555
#> [23,] -0.17931315 0.142893718 -0.81253094 0.5739940198 -0.899249864
#> [24,] -0.62854756 -0.549008663 -0.10728171 0.2238172009 -1.279298000
#> [25,] -0.82389991 -0.858762559 -1.11665940 -0.7991402779 -0.194537492
#> [26,] -0.73800569 -0.900300438 -0.80266732 -0.9287332739 -0.129604644
#> [27,] -0.69239813 -0.742456498 -0.74677344 -1.3505998353 -0.133424224
#> [28,] -0.77981261 -1.073572732 -1.00158377 -0.6585180908 -1.086409248
#> [29,] -1.07854209 -0.506283988 -0.26674366 -0.3965748011 -0.175439595
#> [30,] -1.05877882 -1.032034854 -0.80595519 -1.1520743946 -0.954633764
#> [31,] 0.23115483 -0.151431823 -1.00322770 -0.9370051673 -1.199086836
#> [32,] 0.25243836 -0.139563858 -0.35716023 -0.9232186783 -0.847685544
#> [33,] 2.21052267 2.222161252 1.55967102 1.2274735953 1.081201980
#> [34,] -0.88470999 -0.665314724 -0.80924307 -0.0987866401 -0.482915725
#> [35,] -0.35718261 -0.225013208 -0.36537992 -0.2449234228 1.568198335
#> [36,] -0.19983655 -0.457625330 -0.25523610 -0.5702845616 1.237804729
#> [37,] 0.44627046 0.109663415 0.27575575 0.1328263740 -0.723549219
#> [38,] -0.82009929 -0.997617754 -1.32050766 -1.1107149278 -1.267839263
#> [39,] -1.11578826 -0.895553252 -0.70731894 -0.9700927407 -0.311034659
#> [40,] -0.70303990 -0.157365806 0.01436967 -0.3138558675 -1.181898729
#> [41,] -0.60118303 -0.126509096 0.06533174 -0.2724964007 -1.244921787
#> [42,] -0.47728251 -0.915728793 -1.04761402 -0.9149467850 -0.269019287
#> [43,] -0.99492824 -1.166142862 -0.87335663 -1.0803846522 -0.580314996
#> [44,] -0.83682206 -1.159022083 -1.13638665 -1.1272587145 -0.738827536
#> [45,] -0.86114608 -0.967947841 -1.01966708 -0.8791019137 -0.358779400
#> [46,] -0.96756371 -1.208867538 -0.98843227 -1.1300160123 -0.156341699
#> [47,] -0.69847914 -0.737709312 -0.57415999 -0.5647699661 -1.053942824
#> [48,] -0.48260339 -0.408966671 -0.07769084 -0.4296623745 -0.946994605
#> [49,] -0.73420506 -0.370989182 0.11464986 0.1438555651 -0.929806498
#> [50,] -0.61182479 -0.497976412 -0.26016791 0.1521274585 0.135856114
#> [51,] 0.61425829 -0.173980957 -1.12816696 -0.9811219319 -0.683443636
#> [52,] -0.71140128 -1.046276412 -0.72540225 -0.4241477790 -0.748376484
#> [53,] -0.32525733 -0.730588533 -0.94897776 -0.6474888997 -1.015747032
#> [54,] -0.48716414 -0.999991347 -0.78129613 -0.4820510325 -0.417982878
#> [55,] -0.78741387 -0.946585503 -0.79773550 -0.7605381089 0.111028849
#> [56,] -0.92347641 -0.804169918 -0.72540225 -0.8542862337 -0.175439595
#> [57,] -0.83682206 -0.325890914 -0.38346323 -0.6943629620 0.086201584
#> [58,] -1.06105920 -0.848081390 -0.86020513 -0.6860910687 0.005990419
#> [59,] -1.01089089 -0.546635070 -0.45908436 -0.5564980727 -0.561217100
#> [60,] 0.44779071 0.838356489 0.96620954 0.7228881003 0.172142117
#> [61,] 0.85597832 0.771895883 0.24945275 0.4250999393 -1.080679879
#> [62,] 0.45159134 1.156417961 0.26918000 -0.2421661250 1.982622684
#> [63,] 0.90614663 1.386656489 1.82598891 2.2476737763 -0.694902374
#> [64,] 0.25851937 0.592689606 1.00566404 1.1530265550 -0.996649135
#> [65,] -0.71900254 -0.869443728 -0.92925051 -0.9342478695 0.617123100
#> [66,] -0.61258492 -0.779247191 -1.17090934 -1.0941711411 1.862305938
#> [67,] -0.51148817 -0.244001953 -0.98843227 -0.8349851492 -0.757925432
#> [68,] 0.63250131 0.671018177 1.30814856 0.6925578246 1.953975840
#> [69,] 0.48655713 0.827675320 0.96949742 0.4250999393 6.228085027
#> [70,] 0.11029481 -0.454064940 0.20506643 0.3589247925 -0.246101812
#> [71,] -1.12262939 -0.508657581 -0.24372853 -1.0858992477 1.314196314
#> [72,] -0.85050432 -0.931157148 -0.53306155 -0.3883029077 -0.765564590
#> [73,] -0.80033601 -0.169233771 0.37603594 0.7063443136 1.312286525
#> [74,] -0.88394986 -1.138846542 -1.12981090 -0.8928884027 -0.198357071
#> [75,] -0.78285312 -0.654633555 -1.05418977 -0.7329651311 -0.263289918
#> [76,] -0.98732698 -1.170890048 -0.72375831 -1.1272587145 2.223256177
#> [77,] -0.37162501 0.094235060 -0.20263009 -0.2063212538 0.164502958
#> [78,] 0.06240688 0.910751078 0.50426308 0.3230799212 0.561739201
#> [79,] -0.32297695 -0.087344810 -0.59224330 -0.6006148373 1.768726246
#> [80,] -0.52212993 -0.405406282 -1.12159121 -0.3607299299 1.237804729
#> [81,] -0.37618576 -0.674809096 -1.05090190 -0.7357224288 0.172142117
#> [82,] -0.45827936 -0.323517321 0.49275551 0.5988096999 0.894042596
#> [83,] -0.94019918 -0.496789615 -0.60703874 -0.9204613805 -0.629969527
#> [84,] -0.98732698 -1.009485719 -0.50018280 -0.3083412719 1.174781672
#> [85,] -0.29637254 -0.249935935 -0.27331941 -0.3441861431 -0.605142262
#> [86,] -0.63690894 -0.182288533 0.05875599 0.3451383035 -0.227003915
#> [87,] -0.13142522 -0.711599788 -1.33201522 -1.1382879057 0.989532078
#> [88,] -0.70684053 -0.385230741 0.02752117 0.4057988548 0.216067278
#> [89,] -0.39746929 0.189178783 0.67523259 1.5390482451 0.601844783
#> [90,] -0.41343193 -0.689050654 -0.62183418 0.0556220359 1.961614998
#> [91,] 1.99616717 1.324943069 1.67310271 1.6024660942 -0.987100187
#> [92,] 1.69743769 -0.540701087 0.91524748 0.7339172914 1.109848824
#> [93,] 0.15210174 0.564206489 2.71042734 1.7044861123 -0.660526161
#> [94,] 2.05165636 -0.330638100 -0.19112253 -0.6530034952 1.006720184
#> [95,] -1.11578826 -0.070729658 1.87695097 1.5390482451 -1.115056092
#> [96,] -0.34958135 -0.887245676 0.05382417 0.8635102874 -0.985190398
#> [97,] 3.17056168 3.668866230 2.84358628 3.5380891405 -0.196447281
#> [98,] 2.67343935 2.565145451 0.96785348 0.0969815027 -0.960363132
#> [99,] 3.50273670 2.127217529 0.77058097 -0.4048466944 0.470069299
#> [100,] 2.80266075 2.448839390 0.61276296 0.5160907663 0.097660321
#> [101,] 2.15579361 1.150483978 -0.01686514 1.9002542552 -0.158251489
#> [102,] 1.36374242 1.626389390 0.31521025 1.1033951949 -0.016927056
#> [103,] -0.90371313 -0.864696542 -0.89308389 -1.0914138433 -0.614691210
#> [104,] -0.99036749 -0.652259962 -0.20591797 -0.1539325959 -0.647157633
#> [105,] 0.13765935 -0.132443078 -0.84212182 -0.5675272639 0.317286129
#> [106,] -0.63918932 -0.589359745 -0.26509972 -0.1704763826 -0.072310955
#> [107,] 1.20867674 1.207450212 1.47254232 1.3212217200 0.256172861
#> [108,] 0.81189102 0.376692636 0.73770221 1.1861141285 0.622852469
#> [109,] 0.60665703 -0.113454334 1.22266381 1.1640557462 -0.005468319
#> [110,] 1.03384778 1.034177918 1.06484580 1.0289481546 0.067103687
#> [111,] 2.43019906 3.149049347 3.07209361 2.5261608528 -0.559307311
#> [112,] 0.13993972 0.552338524 0.70811134 0.7118589091 -0.505833201
#> [113,] 0.88030235 0.903630299 0.97278529 1.9526429131 0.005990419
#> [114,] 2.01897095 2.714681814 2.54438964 2.0629348246 -0.496284253
#> [115,] 1.41695123 1.798474888 1.44623932 1.1337254705 -0.969912081
#> [116,] 0.47135462 -0.444570568 -0.90623539 -0.6116440284 -0.446629723
#> [117,] -0.59358177 -0.718720568 -1.26461378 -1.1107149278 0.781365008
#> [118,] 0.74119931 0.113223805 -0.66622050 -1.0996857367 -0.481005936
#> [119,] -0.23708272 -0.506283988 -1.41092423 -0.7660527045 -0.671984899
#> [120,] -0.79045438 -0.543074680 0.09656655 0.2127880098 -0.290026973
#> [121,] 0.30032629 -0.532393511 0.52892214 0.7504610782 0.410865820
#> [122,] 1.51044672 1.545687225 2.28300356 2.0960223980 0.613303521
#> [123,] 0.26308012 0.374319043 1.85229191 1.4976887783 -0.259470339
#> [124,] 0.46375336 0.210541121 1.60734521 1.2026579152 0.263812019
#> [125,] -0.52136981 0.004038523 1.43801963 1.5831650097 1.077382400
#> [126,] 0.22431370 -0.336572083 0.74592190 1.0896087059 -0.587954155
#> [127,] -0.39062815 0.310232030 0.78044459 0.5657221265 -1.002378504
#> [128,] -0.28269027 0.392120991 0.24123306 -0.0574271733 0.456700771
#> [129,] 0.21063143 0.866839606 0.95634592 0.0004760802 -0.547848573
#> [130,] 0.17262514 0.776643069 0.33493750 -0.5537407749 0.292458863
#> [131,] 0.25395861 0.846664065 0.28233150 -0.4820510325 -0.404614351
#> [132,] 0.51468179 0.705435277 0.45165707 0.0969815027 0.034637264
#> [133,] 0.33529208 0.584382030 0.26096031 -0.0932720446 0.074742846
#> [134,] 0.55420834 0.878707571 0.64070990 0.3368664102 -0.053213059
#> [135,] 0.30868767 0.551151727 0.20835431 -0.0270968977 -0.419892668
#> [136,] -0.77905249 -0.691424247 0.21986187 0.6098388910 0.722161530
#> [137,] -0.64527033 -0.195343295 0.15574830 0.0666512271 -0.759835222
#> [138,] -0.47196162 0.040829216 0.07190749 -0.0601844711 -1.111236513
#> [139,] -0.10330056 -0.276045459 -1.42900754 -0.9838792296 -1.021476401
#> V50 V51 V52 V53 V54 V55
#> [1,] -1.04404241 -0.33106049 -0.61697844 -0.25390788 -0.84075545 -0.005144588
#> [2,] -0.71212448 -1.14240614 0.95679471 0.89809553 -0.15046321 1.249924888
#> [3,] 0.67455487 0.69194054 -0.22353515 -1.04684529 0.65732558 -0.136489068
#> [4,] -0.89652333 -0.51625896 -1.03168893 -1.37598912 -0.98762614 -1.187244908
#> [5,] -0.32119892 0.28626772 0.62715303 2.12490435 0.37827127 -0.355396535
#> [6,] -0.18105579 -0.97484563 -0.64887924 0.20988570 -0.88481666 0.388888852
#> [7,] 1.74406820 -0.89547486 0.03167130 0.32957437 0.58389024 -0.530522508
#> [8,] 0.46802816 0.10106925 0.36131298 0.31461328 -0.25327269 0.053230737
#> [9,] -0.99241073 0.21571592 -0.88281849 -0.16414138 1.30355661 -0.209458224
#> [10,] -0.26219129 -0.74555229 -0.62761204 -0.73266254 1.00981523 1.366675537
#> [11,] -1.02191455 -0.07531024 -1.18055936 0.70360145 -0.50295286 1.716927484
#> [12,] 1.96534682 2.32345082 2.16902537 0.77840686 0.71607386 0.213762879
#> [13,] 0.09923046 1.74139850 2.00952133 0.37445762 0.21671351 0.199169048
#> [14,] -0.17367984 -1.03657845 -0.61697844 -1.43583346 -1.28136752 -0.384584197
#> [15,] -0.20318365 -0.48980203 0.54208422 0.17996353 -0.60576235 -0.764023806
#> [16,] 4.25189256 2.05888158 0.32941217 0.64375711 0.14327817 1.570989173
#> [17,] -1.05879432 -0.67500050 -0.86155129 -1.36102804 -0.31202097 0.491045670
#> [18,] 0.49753198 0.04815541 -0.42557359 0.23980787 -0.89950372 -0.282427379
#> [19,] 0.32788503 -0.39279332 -0.57444403 -0.02949163 -1.01700028 -0.092707575
#> [20,] -0.43921418 -0.63090563 -1.10612414 -0.14918030 0.53982903 1.395863199
#> [21,] 0.17299000 -0.89547486 0.21244254 0.59887386 -0.17983735 0.257544372
#> [22,] -0.17367984 -0.93956973 0.99932911 0.12011920 0.45170662 0.330513528
#> [23,] 3.20450709 0.41855233 0.65905384 1.64614969 0.43701955 -0.574304002
#> [24,] -0.99241073 -0.64854357 -0.58507763 -1.10668962 0.36358420 1.366675537
#> [25,] -0.43183823 1.27399286 2.59436946 0.61383495 -1.28136752 0.082418399
#> [26,] -0.22531152 -0.25168972 -0.01086310 1.27212261 0.58389024 -0.428365690
#> [27,] -0.99241073 -1.11594922 -1.27626178 -1.10668962 -0.66451062 -0.588897833
#> [28,] -0.94815501 -0.11940511 -0.18100074 0.41934087 -1.16387096 -0.822399131
#> [29,] -0.35070273 1.21226004 -0.31923757 0.09019703 -0.04765373 -0.997525104
#> [30,] 0.01071901 0.32154362 0.32941217 0.85321228 -0.73794597 -0.720242313
#> [31,] 1.33101478 -0.96602665 -0.55317682 -0.95707879 0.70138679 0.169981385
#> [32,] 0.01809497 1.29163081 0.74412266 -0.22398571 -0.72325890 -0.121895237
#> [33,] 0.02547092 0.38327644 -0.48937521 0.70360145 -0.13577614 0.534827163
#> [34,] 0.23937359 -0.85137999 -0.85091769 0.34453545 1.15668592 -0.369990366
#> [35,] -0.63098899 -0.81610409 0.26561056 0.31461328 0.48108075 -0.063519912
#> [36,] -0.94815501 -0.82492306 -1.24436097 -0.04445271 -0.45889166 0.418076514
#> [37,] -1.23581721 -0.56917280 0.22307615 2.03513785 -0.91419079 1.570989173
#> [38,] -0.92602715 -0.47216409 -0.85091769 -1.16653396 -0.95825200 -0.282427379
#> [39,] -1.16205767 -1.30114768 -0.95725371 -1.01692312 -0.38545631 0.286732034
#> [40,] -0.80801188 -0.76319024 -0.81901688 -0.50824630 0.04046869 -0.632679326
#> [41,] -0.60886112 -1.01012153 -0.98915452 -0.97203988 -1.01700028 -1.187244908
#> [42,] -0.81538784 -1.27469076 -0.95725371 -0.85235121 -0.13577614 0.578608657
#> [43,] -0.95553096 -0.98366460 -1.14865855 0.34453545 -0.07702787 -0.734836144
#> [44,] -1.14730576 -1.26587179 -1.07422334 -0.47832413 -1.10512269 -0.647273157
#> [45,] -0.80063593 -1.21295794 -1.11675774 -0.32871330 -0.04765373 0.024043074
#> [46,] -0.79325997 -1.01894050 -0.74458166 -0.77754579 -1.22261924 -1.143463415
#> [47,] -0.35807869 -1.17768204 -0.99978812 -1.24133937 -1.25199338 -0.793211468
#> [48,] 0.22462168 0.78894926 -1.05295613 -0.86731229 -0.42951752 0.432670346
#> [49,] -0.11467221 -0.65736255 -1.06358973 1.03274528 0.96575403 -0.224052055
#> [50,] -0.20318365 -0.92193178 -0.54254322 0.80832903 0.80419627 -0.194864392
#> [51,] -0.11467221 -0.33106049 -1.21246017 -0.58305171 0.21671351 -1.201838740
#> [52,] -0.49084586 -0.71027640 -0.02149671 -0.92715663 -0.78200717 -0.311615041
#> [53,] -0.75638020 -1.23059589 -0.77648247 -1.21141721 -1.14918390 -0.618085495
#> [54,] -1.08829813 -0.73673332 -0.24480236 -0.76258471 -1.03168734 -0.851586793
#> [55,] -1.44971988 0.22453490 -0.15973354 -0.37359655 -0.56170114 -0.749429975
#> [56,] -0.79325997 -0.06649126 -0.54254322 0.67367928 -0.37076924 -1.114275753
#> [57,] -0.24006342 -1.14240614 0.08483932 0.07523595 -1.07574855 -0.866180624
#> [58,] -0.74900425 -0.01357741 -1.20182656 -0.41847980 0.12859110 -0.165676730
#> [59,] 0.27625336 -0.41925024 -0.82965048 -1.25630046 0.24608765 0.826703786
#> [60,] -0.04828862 -0.35751742 -0.12783273 -0.49328521 -0.41483045 -0.282427379
#> [61,] 1.49328577 -0.43688819 -1.21246017 -1.04684529 -0.00359252 0.374295021
#> [62,] -0.29907106 -0.61326768 -1.02105532 -0.92715663 -0.40014338 0.111606061
#> [63,] 1.14661593 -0.30460357 0.31877857 0.47918520 -0.38545631 -0.836992962
#> [64,] -0.17367984 0.70075952 -0.62761204 -1.03188421 -0.15046321 0.155387554
#> [65,] 0.62292319 -1.19531999 0.70158825 -0.86731229 1.37699196 0.461858008
#> [66,] -0.38020655 -0.68381947 0.38258018 -0.49328521 -0.38545631 -0.822399131
#> [67,] 0.85157777 -0.26932767 -0.25543596 0.20988570 -0.79669424 -0.355396535
#> [68,] 0.26150145 0.93005285 -0.64887924 0.34453545 0.81888334 -0.457553353
#> [69,] -0.07041648 -0.05767229 2.33916301 1.55638319 0.71607386 1.249924888
#> [70,] -0.36545464 -0.71909537 0.52081701 1.13747286 0.80419627 2.855246311
#> [71,] -1.04404241 0.83304413 -0.56381042 2.33435952 0.04046869 0.636983981
#> [72,] -0.12942411 1.22989798 1.08439793 1.88552702 -0.17983735 0.943454435
#> [73,] 0.46065221 0.46264721 2.00952133 0.07523595 -0.25327269 0.928860604
#> [74,] -0.92602715 -0.22523280 -0.75521527 -0.35863546 1.86166523 1.512613848
#> [75,] -0.09254434 -0.87783691 1.90318531 1.24220044 0.46639368 2.665526507
#> [76,] -1.07354622 -1.16004409 0.22307615 -0.10429705 -0.31202097 2.563369689
#> [77,] 0.15823809 -0.26050870 -0.68078005 1.01778419 1.03918937 -0.822399131
#> [78,] 0.88845754 0.79776824 0.76538986 2.33435952 1.05387644 -0.836992962
#> [79,] -0.14417602 -0.51625896 -0.26606956 -0.07437488 -0.64982355 -0.924555948
#> [80,] -0.44659014 -0.22523280 -0.23416875 -0.95707879 1.94978764 0.505639501
#> [81,] -0.17367984 -0.47216409 0.05293851 0.95793986 0.77482213 -0.705648482
#> [82,] -0.21055961 0.44500926 1.35023799 0.68864036 2.22884195 0.038636905
#> [83,] -1.01453859 0.52438003 -1.03168893 0.44926303 0.11390403 -0.603491664
#> [84,] -0.24743938 -0.24287075 0.85045868 1.03274528 0.31952300 -1.055900428
#> [85,] -1.12517790 -0.14586203 -1.08485694 0.23980787 0.02578162 0.257544372
#> [86,] 0.18036595 -0.30460357 0.32941217 0.43430195 0.12859110 -0.472147184
#> [87,] -0.52772563 -0.09294818 1.20136756 -0.52320738 2.31696437 -0.224052055
#> [88,] -0.85964356 0.47146618 0.11674012 0.22484678 -0.13577614 1.483426186
#> [89,] 0.90320945 1.35336363 -0.90408570 0.79336795 -0.29733390 4.051940463
#> [90,] 0.51228388 0.07461233 -0.25543596 0.34453545 3.50661695 -0.428365690
#> [91,] 2.24563307 0.57729387 -0.45747440 -0.61297388 -0.29733390 1.045611253
#> [92,] 1.96534682 0.26862977 1.65861246 4.24937817 2.77226350 1.176955733
#> [93,] -0.01140885 2.79967544 0.97806191 1.03274528 3.62411350 0.928860604
#> [94,] -0.35807869 -0.19877588 3.32808802 1.60126644 -0.34139511 0.432670346
#> [95,] -0.02616076 0.40091439 0.36131298 1.36188911 1.53854972 0.680765475
#> [96,] -0.23268747 0.71839747 1.23326837 0.55399061 1.77354282 1.352081706
#> [97,] 4.20026088 5.60410931 2.48803344 0.55399061 2.44914799 0.476451839
#> [98,] 0.49753198 1.91777799 2.09459015 0.64375711 3.37443333 4.110315787
#> [99,] 1.12448807 2.58802005 3.08351517 2.51389252 0.68669972 0.374295021
#> [100,] 0.96959303 1.58265696 3.37062243 2.55877577 0.98044110 -0.107301406
#> [101,] 3.13812351 0.63020772 1.77558208 0.31461328 -0.34139511 2.723901831
#> [102,] 1.91371514 0.07461233 -1.15929215 -0.83739013 1.24480834 0.126199892
#> [103,] -0.62361303 -0.26050870 -0.48937521 -1.37598912 -0.82606838 -0.807805299
#> [104,] 0.32050908 -0.10176716 -0.18100074 -1.04684529 0.26077472 -0.749429975
#> [105,] -0.87439547 -1.08949230 -0.94662011 -1.15157287 -1.25199338 -1.187244908
#> [106,] -0.50559777 0.10106925 -0.26606956 -1.24133937 -0.85544252 -0.661866988
#> [107,] 0.35738885 -0.29578460 -0.50000881 0.29965220 -0.53232700 -0.807805299
#> [108,] 0.43114839 -0.73673332 0.23370975 0.20988570 0.11390403 -1.070494260
#> [109,] 0.16561405 0.45382823 0.83982508 0.68864036 -0.32670804 -0.530522508
#> [110,] 0.46065221 -0.36633639 -0.54254322 -0.65785713 -1.26668045 -0.720242313
#> [111,] 1.63342889 0.95650978 0.61651943 -0.53816846 -0.51763993 -0.121895237
#> [112,] 0.14348618 0.37445746 -0.20226795 -0.58305171 -1.38417700 -0.997525104
#> [113,] 2.14236972 -1.19531999 -0.69141365 -1.19645612 -1.09043562 -0.165676730
#> [114,] 0.91796135 0.16280208 0.79729067 -1.01692312 -1.26668045 -0.428365690
#> [115,] 0.54178770 0.05697438 -0.64887924 -0.98700096 -1.17855803 -0.851586793
#> [116,] -0.59410922 -1.03657845 -0.36177198 -0.46336305 -0.23858562 -0.851586793
#> [117,] -0.57935731 -0.51625896 -0.50000881 0.67367928 -0.67919769 -1.158057246
#> [118,] -1.05879432 -1.07185435 -0.91471930 -0.02949163 -0.38545631 -1.172651077
#> [119,] -0.37283060 -0.33106049 -0.93598651 -0.73266254 0.46639368 0.213762879
#> [120,] -1.12517790 -0.39279332 0.04230491 -0.98700096 0.12859110 -0.909962117
#> [121,] -0.83751570 0.76249234 0.65905384 -0.70274038 -0.76732010 -0.224052055
#> [122,] 1.13186402 1.80313132 0.36131298 -1.06180637 -0.17983735 0.388888852
#> [123,] 0.35738885 1.71494158 0.41448099 -1.30118371 -0.04765373 0.564014826
#> [124,] -0.50559777 1.30044978 1.00996272 -0.41847980 0.56920317 1.103986577
#> [125,] 0.71881060 1.61793286 0.26561056 1.39181128 0.58389024 -0.194864392
#> [126,] -0.43183823 1.46801029 -0.01086310 -1.30118371 -0.56170114 0.067824568
#> [127,] -0.19580770 0.32154362 -0.48937521 -0.04445271 -0.17983735 -1.012118935
#> [128,] -0.77850807 0.53319900 -0.22353515 0.03035270 -0.70857183 -0.968337442
#> [129,] -0.35070273 0.23335387 0.08483932 -0.68777929 -0.34139511 -0.048926081
#> [130,] -0.43921418 -0.21641383 -0.36177198 -0.65785713 -0.89950372 -0.326208873
#> [131,] -0.18843175 0.40973336 -0.08529832 -0.17910246 -0.85544252 -0.720242313
#> [132,] 0.12135832 0.36563849 -0.19163434 -0.19406355 -0.48826579 -1.099681922
#> [133,] -0.24006342 0.20689695 -0.48937521 -0.52320738 -0.31202097 -0.822399131
#> [134,] -0.14417602 -0.22523280 0.08483932 -0.44840196 -1.07574855 -0.836992962
#> [135,] -0.49084586 -0.28696562 -0.23416875 -1.00196204 -0.76732010 -0.472147184
#> [136,] 0.53441175 -0.14586203 -0.54254322 -0.91219554 -0.91419079 -0.749429975
#> [137,] 0.23937359 -0.06649126 0.19117534 -1.15157287 -0.79669424 -0.472147184
#> [138,] 0.28362931 -1.06303537 -0.59571123 -0.89723446 0.30483593 -0.851586793
#> [139,] -0.63836494 0.16280208 0.04230491 0.34453545 -0.85544252 -0.807805299
#> V56 V57 V58 V59 V6
#> [1,] 1.89213906 1.05704610 -0.440032607 -0.4053470674 2.522744323
#> [2,] 2.81815968 4.08829398 1.395541825 0.2641084235 2.017074068
#> [3,] -0.16956723 -0.49302384 -0.519840191 -0.5921718555 -1.173822063
#> [4,] 0.10998616 -0.37246285 -0.791185976 -0.4209157997 -0.135779493
#> [5,] 0.96611843 0.23034213 1.060349972 -0.6544467849 1.065813192
#> [6,] 0.24976286 0.10978113 -0.471955640 -0.4676219967 -0.249263247
#> [7,] -0.58889733 -0.23467885 0.262274132 -0.2963659409 -0.801662106
#> [8,] -1.11305994 -0.33801685 -0.296378956 -0.2963659409 -0.876761649
#> [9,] 1.21072766 1.36706008 -0.376186540 1.7275692641 0.863878866
#> [10,] -0.50153689 0.60924811 1.906310362 1.0736825056 -1.195517487
#> [11,] -0.11715097 1.26372209 -0.440032607 1.8988253199 2.040438370
#> [12,] -0.60636942 0.28201113 -0.982724178 -0.0784036881 0.189651859
#> [13,] -1.02569951 -0.57913884 -0.631570808 0.5287768734 -0.437846543
#> [14,] -0.76361820 0.71258611 0.884773287 -0.1251098851 -0.524628237
#> [15,] -0.50153689 -0.51024684 0.086697447 -0.7789966437 3.335488265
#> [16,] 0.98359052 -0.85470683 1.331695757 0.4353644794 0.009412956
#> [17,] -0.50153689 -1.16472082 -0.918878111 -0.8568403054 1.105866282
#> [18,] 0.72150921 0.35090312 -0.312340473 -0.7167217143 -0.910139224
#> [19,] -0.62384150 0.66091711 -0.902916594 0.2018334942 -1.452524811
#> [20,] 1.00106261 0.35090312 0.246312615 -0.4053470674 -0.471224118
#> [21,] 0.19734660 -0.42413185 -0.918878111 -0.1873848145 -0.931834647
#> [22,] -0.39670437 -0.35523985 -0.727339909 -0.0939724204 -0.532972631
#> [23,] -0.16956723 0.02366614 0.453812334 -0.2963659409 -0.656469657
#> [24,] 0.31965121 2.58989304 1.682849127 -0.4987594614 -1.454193690
#> [25,] 0.23229077 -0.02800286 1.650926093 0.4820706764 0.601864905
#> [26,] 0.80886965 2.38321705 0.166505031 -0.0161287587 -0.609741052
#> [27,] -0.34428811 1.10871509 0.884773287 -0.4209157997 -0.150799402
#> [28,] -1.13053203 0.59202511 -0.296378956 -0.4831907291 -0.966881101
#> [29,] 0.24976286 0.33368012 -0.535801708 -0.1095411528 -0.461210845
#> [30,] -0.25692767 -0.64803084 -0.392148057 1.8054129258 -0.724893685
#> [31,] -1.09558786 0.45424112 -0.440032607 -0.1251098851 -1.057000552
#> [32,] 0.16240242 -0.14856386 0.629389018 -0.2807972086 0.167956436
#> [33,] 2.01444367 -0.92359883 1.954194912 2.7551055990 0.419957124
#> [34,] 2.01444367 2.07320306 0.405927783 -0.1251098851 1.244383216
#> [35,] -0.55395315 -0.85470683 0.725158119 -0.3430721380 1.132568341
#> [36,] -0.23945558 -0.04522586 -0.056956204 -0.7478591790 1.354529212
#> [37,] 0.44195582 -0.71692284 0.310158682 0.2329709589 -0.466217482
#> [38,] -0.76361820 -0.44135485 -1.014647212 -0.4053470674 -0.507939450
#> [39,] -0.57142524 -0.83748383 -0.200609855 -0.3119346733 -0.649794142
#> [40,] 0.33712329 -0.64803084 -0.344263506 -0.4364845320 -0.766615653
#> [41,] -0.64131359 -0.71692284 -1.046570245 -0.6855842496 -1.135437852
#> [42,] 0.68656504 -0.54469284 -0.934839628 -1.1215087553 -0.075699859
#> [43,] -0.44912063 -0.83748383 -0.663493842 -0.8879777701 -0.275965306
#> [44,] -0.60636942 -1.06138282 -0.567724741 0.1239898324 -0.626429840
#> [45,] -1.02569951 -0.71692284 -0.775224460 -0.7478591790 -0.237581096
#> [46,] -0.93833907 -0.35523985 -0.424071090 -0.8412715731 -0.501263935
#> [47,] -1.11305994 -0.76859183 -0.679455359 -0.4209157997 -0.756602381
#> [48,] 0.38953956 -0.42413185 -0.711378392 -0.0784036881 -0.442853179
#> [49,] -0.57142524 0.57480211 1.634964576 3.3622861605 -1.202193002
#> [50,] -0.22198350 0.97093110 -0.152725305 -0.0005600263 0.451665820
#> [51,] -1.06064368 -0.35523985 -0.551763224 -0.1718160822 -1.372418632
#> [52,] -1.07811577 -0.54469284 -0.839070527 -1.0748025583 -0.477899633
#> [53,] -0.81603446 -0.90637583 -0.647532325 -1.1215087553 -1.314007876
#> [54,] -1.37514125 -1.04415982 -0.440032607 -0.8412715731 0.209678404
#> [55,] -0.30934393 -0.51024684 -0.360225023 -0.0784036881 0.763746142
#> [56,] -0.08220680 -0.57913884 -0.807147493 -0.6544467849 -0.549661418
#> [57,] 1.50775314 1.00537710 -0.982724178 -0.1406786175 -0.446190937
#> [58,] -0.43164854 -1.30250481 -0.855032044 -0.8101341084 -0.307674002
#> [59,] -0.46659272 -0.90637583 -0.759262943 0.4042270147 0.635242480
#> [60,] -0.39670437 0.02366614 -0.918878111 -0.3897783350 -0.104070797
#> [61,] 0.07504199 -0.30357085 -0.248494405 -0.7478591790 -0.087382010
#> [62,] -0.30934393 -0.30357085 -0.232532889 -0.5454656585 0.940647287
#> [63,] -0.55395315 3.08936002 0.405927783 -0.6388780525 -0.896788194
#> [64,] -0.92086699 0.91926210 -0.136763788 0.4665019441 -0.396124575
#> [65,] -1.06064368 -0.71692284 -0.679455359 0.5599143381 2.529419838
#> [66,] 0.58173252 -0.78581483 -0.599647775 0.0461461707 4.592153948
#> [67,] -1.18294829 -0.75136883 -1.094454795 -0.5298969261 -0.618085446
#> [68,] 0.63414878 1.98708806 1.012465421 3.9538979897 1.396251181
#> [69,] -1.21789247 0.47146412 0.804965703 1.5563132083 1.200992369
#> [70,] 0.12745825 2.81379203 2.353232832 1.7431379965 -0.334376062
#> [71,] 1.82225071 2.60711604 -0.312340473 0.5443456058 0.197996253
#> [72,] 1.92708323 -0.80303783 4.795344902 0.7467391263 0.181307465
#> [73,] 0.68656504 -0.69969984 0.389966266 2.3347498256 -0.851728468
#> [74,] -0.15209515 -0.75136883 0.374004750 -0.4676219967 -1.000258675
#> [75,] 1.21072766 -0.45857785 0.709196602 0.7156016616 -0.825026409
#> [76,] 3.39473856 0.31645712 -0.360225023 1.0892512379 -0.245925489
#> [77,] 0.80886965 -0.21745586 -0.519840191 0.8712889851 -0.526297116
#> [78,] -0.25692767 0.72980911 0.006889863 -0.0005600263 -0.481237390
#> [79,] 0.28470703 0.02366614 0.485735367 1.2916447584 -1.090378127
#> [80,] 0.02262572 2.40044005 3.901499961 1.1826636320 0.703666508
#> [81,] -0.16956723 -0.42413185 -0.695416876 -0.5143281938 1.004064679
#> [82,] -0.72867403 -0.49302384 1.092273005 0.3886582823 1.653258505
#> [83,] 1.43786479 1.07426910 0.006889863 2.6149870079 0.239718221
#> [84,] 0.72150921 -0.42413185 -0.886955077 -0.7789966437 0.737044082
#> [85,] 0.33712329 -0.45857785 -0.839070527 0.0150087060 -0.561343569
#> [86,] 1.29808809 0.16145013 -0.647532325 -0.3897783350 -0.250932126
#> [87,] 0.49437208 0.48868712 -0.136763788 0.2952458882 0.740381840
#> [88,] -0.71120194 -0.21745586 0.358043233 0.0772836354 1.217681157
#> [89,] 0.31965121 0.83314710 3.374769907 0.7934453233 1.015746830
#> [90,] -0.27439976 -0.97526783 0.038812897 1.0581137732 0.595189390
#> [91,] 0.47689999 1.91819606 1.028426938 -0.1562473498 0.326499915
#> [92,] 2.90552012 1.07426910 -0.056956204 -0.8257028407 -1.410802843
#> [93,] 4.25087083 2.10764906 1.459387892 2.5994182755 0.259744766
#> [94,] 1.47280896 0.41979512 2.049964013 1.5563132083 1.100859646
#> [95,] -0.58889733 -0.88915283 1.363618791 -0.2963659409 -1.325690028
#> [96,] 1.78730653 0.54035612 0.278235649 -0.0005600263 -0.038984527
#> [97,] 1.45533688 0.28201113 2.369194349 0.3108146206 0.087850257
#> [98,] 1.59511357 0.91926210 0.421889300 4.4520974248 -0.082375374
#> [99,] 0.80886965 -1.00971382 0.517658401 -0.0628349557 2.269074756
#> [100,] -0.64131359 2.14209505 0.852850254 0.5754830705 -0.738244715
#> [101,] 0.59920460 0.23034213 1.124196039 1.2293698290 1.216012278
#> [102,] 0.66909295 -0.63080784 0.214389582 -0.1251098851 -1.247252727
#> [103,] -0.93833907 -0.01077986 -0.471955640 -0.8879777701 -0.509608329
#> [104,] 0.54678834 -0.45857785 0.230351098 -1.0903712906 -1.594379503
#> [105,] -0.93833907 -1.00971382 -0.232532889 -0.8101341084 0.326499915
#> [106,] -0.90339490 -0.94082183 -0.599647775 -0.4209157997 0.820488019
#> [107,] -0.25692767 -0.32079385 -0.503878674 -1.1837836847 0.344857581
#> [108,] 0.24976286 -0.11411786 -0.264455922 -0.9502526995 -0.087382010
#> [109,] -1.04317160 -0.37246285 -0.392148057 -0.7945653760 0.082843620
#> [110,] -0.06473471 -0.82026083 -0.216571372 -0.4676219967 0.298128977
#> [111,] 0.10998616 -0.07967186 -0.551763224 -0.3586408703 -0.678165080
#> [112,] -0.58889733 -0.85470683 -0.870993560 -0.8724090377 -0.910139224
#> [113,] -1.09558786 0.09255813 0.501696884 0.0772836354 0.621891450
#> [114,] 0.86128591 0.50591012 -0.424071090 0.1084211001 -1.145451125
#> [115,] -0.43164854 -0.20023286 -0.663493842 -0.5454656585 -1.365743117
#> [116,] -0.93833907 -1.13027482 -1.062531762 -0.7167217143 -0.424495513
#> [117,] -0.51900898 -1.07860582 -0.551763224 -0.3897783350 0.685308842
#> [118,] -0.50153689 -1.09582882 -1.126377829 0.0461461707 -0.122428463
#> [119,] -0.83350655 -0.38968585 0.453812334 0.0617149030 -1.048656158
#> [120,] -0.36176019 0.38534912 -0.136763788 -0.3897783350 0.575162846
#> [121,] -0.79856237 -1.09582882 -0.328301989 -0.1718160822 1.261072004
#> [122,] -0.13462306 -0.38968585 -0.886955077 -0.5454656585 -0.164150432
#> [123,] -0.74614611 -0.63080784 -0.743301426 -0.7322904466 -0.054004435
#> [124,] -1.23536456 0.52313312 -0.647532325 -0.5454656585 -0.232574460
#> [125,] -0.65878568 -0.61358484 -0.791185976 -0.3586408703 1.721682533
#> [126,] -0.71120194 -0.37246285 -0.408109573 -0.7011529819 -0.074030980
#> [127,] -0.67625776 -0.99249083 -0.120802271 -0.2807972086 -0.377766909
#> [128,] -0.06473471 -0.76859183 -0.487917157 -0.8724090377 0.590182754
#> [129,] -0.78109029 -0.38968585 -0.328301989 -0.4676219967 -0.487912905
#> [130,] -1.32272499 -0.42413185 -0.663493842 -1.1993524170 -0.023964618
#> [131,] -0.71120194 -0.87192983 -0.647532325 -1.0125276289 -0.329369426
#> [132,] -0.97328325 -0.42413185 -0.950801144 -0.8412715731 -0.474561875
#> [133,] -0.99075533 -0.87192983 -1.014647212 -0.6700155172 -0.509608329
#> [134,] -0.20451141 -0.66525384 -1.078493279 -0.9813901642 0.449996941
#> [135,] -0.64131359 -0.57913884 -0.870993560 -1.1370774876 0.032777259
#> [136,] 0.26723495 -0.42413185 -0.408109573 -0.2029535468 0.052803803
#> [137,] 0.10998616 1.05704610 0.980542388 -0.0161287587 0.166287557
#> [138,] -0.83350655 -0.76859183 0.038812897 -0.6544467849 0.471692364
#> [139,] -0.37923228 -0.66525384 -0.647532325 -0.2652284762 -1.223888425
#> V60 V7 V8 V9
#> [1,] -0.436287142 1.51028507 2.6015352507 1.33767337
#> [2,] 0.190047315 1.96131631 2.9561325157 3.25217114
#> [3,] 0.908489782 -0.22495515 -0.0946267125 -0.98157005
#> [4,] -0.104698312 -0.05602345 0.5864445862 0.29447954
#> [5,] 0.650587358 -0.82687686 0.0582169362 0.27585108
#> [6,] -0.270492727 -0.34140322 -0.9053094252 -0.24743933
#> [7,] -0.841562380 -0.79079436 -1.5350252579 -0.90874970
#> [8,] -0.657346363 -1.15981992 -0.4834609548 -0.63355652
#> [9,] 0.632165756 0.25723825 -0.4480012283 -0.67928093
#> [10,] -0.104698312 -1.15489958 -1.2354517064 -0.59714635
#> [11,] 0.097939307 1.54308734 0.8309944241 -0.25251982
#> [12,] -0.012590303 0.73451132 0.2294018228 -0.24659258
#> [13,] 0.134782510 -1.09421538 -1.3870726059 -0.60984757
#> [14,] 0.374263332 -0.34304333 -0.2633661006 -0.81560740
#> [15,] -0.749454371 2.90766188 1.2332789075 1.75512025
#> [16,] 1.221657010 1.84978859 1.2614021388 -1.42441938
#> [17,] -0.104698312 0.72795087 -0.2865983352 -0.73516631
#> [18,] -0.896827185 -0.89740174 -0.8808544414 -0.95955460
#> [19,] -0.178384719 -1.51080424 -0.8588449560 0.11750916
#> [20,] 0.134782510 0.33596371 0.1193543957 0.02690710
#> [21,] -0.823140778 -0.55461799 -0.7830345062 -1.00612575
#> [22,] -0.417865541 -1.34679288 -1.3381626383 -0.90197572
#> [23,] 0.687430561 0.70334916 0.1670416141 -0.66319271
#> [24,] -0.546816753 -0.41684845 -0.4125415018 0.22673968
#> [25,] 0.042674502 0.17851280 0.8407764176 -0.15768402
#> [26,] 1.000597790 -0.35288402 -0.5629396521 -1.16531442
#> [27,] -0.491551947 -0.64318413 -0.2217926282 -0.84524358
#> [28,] 0.061096103 -1.97167617 -1.1682005010 -0.81814764
#> [29,] 0.742695366 -0.43488970 -0.5886173851 -0.85879156
#> [30,] 0.687430561 -1.33367197 -0.2731480942 0.13021039
#> [31,] 0.226890519 0.10470769 0.0447666952 -0.89943547
#> [32,] 0.779538570 0.35236484 -0.8747406955 -0.86133180
#> [33,] 2.069050689 0.61150280 0.9679423333 -0.77072974
#> [34,] -0.233649524 -0.09374606 -0.4027595083 -0.99427127
#> [35,] -0.878405583 -0.51689538 -0.0004750249 -0.13905555
#> [36,] 1.295343417 0.30644166 0.1144633990 -1.07555910
#> [37,] -0.270492727 -0.24955686 -0.8148259852 -1.23559452
#> [38,] -0.823140778 -0.76127231 -0.8722951971 -0.87318628
#> [39,] -0.694189566 -0.39716708 -0.7781435095 -1.00019851
#> [40,] 0.355841731 -0.55789822 -0.3012713255 -0.66403946
#> [41,] -0.638924761 -0.62022254 -0.5360391699 -0.68436142
#> [42,] -0.823140778 -0.15771049 -0.5825036391 -0.50569754
#> [43,] -0.749454371 -0.56773890 -0.8539539592 -0.11280636
#> [44,] -0.178384719 -0.59398072 -0.9016411776 -0.42779670
#> [45,] -0.694189566 -0.33484277 -0.5751671440 -0.13651531
#> [46,] -0.694189566 -1.20738322 -0.5470439126 -0.44727191
#> [47,] -0.675767964 -1.31727083 -0.4920201991 -0.78004397
#> [48,] -0.086276710 -0.87608026 -0.7524657765 -1.38885595
#> [49,] -0.086276710 -1.43207879 -1.0006838620 -1.26946445
#> [50,] 0.005831298 -0.12162799 -0.8441719657 -1.35667952
#> [51,] -1.025778397 -0.56281856 -0.4651197169 -0.77665698
#> [52,] -0.933670388 -0.53985697 -0.5445984143 -0.51331828
#> [53,] -0.602081558 -1.16146004 -0.9517738944 -0.59545285
#> [54,] -0.952091990 0.01286132 -0.4003140099 -0.43880443
#> [55,] -0.252071125 -0.13310879 -0.9114231711 -0.37275807
#> [56,] -0.804719176 0.23755689 -0.3110533190 -0.31602594
#> [57,] -0.307335930 -0.16263084 -0.1533186736 -0.44219142
#> [58,] -0.749454371 -0.36108458 -1.0508165788 -1.08826033
#> [59,] 1.755883460 1.60049132 -0.2022286412 -0.85286432
#> [60,] -0.896827185 0.64266496 0.8774588933 0.79490775
#> [61,] 0.190047315 -0.29712015 -0.3465130455 0.46128895
#> [62,] -0.270492727 -0.57101913 -0.6558685905 0.01843962
#> [63,] -0.565238354 1.48404325 2.1478953013 0.91429925
#> [64,] 0.411106536 -0.91544299 0.7930891992 0.94732243
#> [65,] 0.171625714 1.75302188 0.8725678965 1.40456648
#> [66,] -0.270492727 4.09018381 2.7262556680 1.41557421
#> [67,] 0.171625714 0.04566360 -0.3342855536 -0.19832793
#> [68,] 6.840245529 1.61033200 -0.7157833008 -0.43287719
#> [69,] 3.008552375 1.01333064 -1.5876034730 0.14545185
#> [70,] 0.521636146 -0.05602345 1.6551273779 -0.46674712
#> [71,] 1.166392205 -0.57593947 -0.5458211634 0.29617304
#> [72,] 1.626932248 1.16914143 0.3101032693 1.08280215
#> [73,] 1.037440994 -0.66122538 -0.8331672230 -0.32618691
#> [74,] -0.896827185 -0.29383993 0.0423211968 -0.98157005
#> [75,] -0.233649524 -0.93512436 -0.8429492165 -0.25167307
#> [76,] 0.447949739 -0.77767345 -0.3196125634 -0.84693708
#> [77,] 0.447949739 -1.41239742 -0.4797927072 -1.02390746
#> [78,] -0.031011905 0.29824109 -0.2169016314 -1.10434855
#> [79,] 1.203235409 -0.83999776 -0.6424183494 -1.06963187
#> [80,] -0.270492727 0.41304905 -0.7121150532 -0.49638331
#> [81,] 0.208468917 -0.13310879 -0.3122760682 -0.32788041
#> [82,] -0.786297575 0.41632928 -0.5189206813 -0.34481538
#> [83,] 2.400639519 1.25770757 0.1988330930 -0.79528544
#> [84,] -0.823140778 0.13258962 0.3675724812 0.09041322
#> [85,] -0.675767964 -0.48737333 -0.2682570974 -0.44811866
#> [86,] -0.694189566 0.21787553 -0.3367310520 -0.17377223
#> [87,] -0.012590303 1.47420257 1.5401889541 0.91006551
#> [88,] 1.037440994 1.11665780 0.6634777851 1.01844929
#> [89,] -0.823140778 2.92078279 2.5758575177 1.31819816
#> [90,] -0.307335930 0.88212155 0.9875063204 -0.10772587
#> [91,] 0.337420129 1.93835472 1.5988809152 2.19204234
#> [92,] 0.613744154 -0.76127231 1.6196676514 3.30805652
#> [93,] 1.590089044 2.06628359 3.9282181214 4.08960514
#> [94,] 2.198001901 1.16914143 3.5565023678 4.29367147
#> [95,] -0.859983981 -1.09257526 0.8603404046 1.80338490
#> [96,] 0.816381773 0.16867212 -0.8674042003 -0.19917468
#> [97,] 0.318998527 0.90508314 1.2883026210 0.78305328
#> [98,] 2.584855536 -1.14177867 -1.1180677842 0.45197472
#> [99,] 0.190047315 0.88868200 0.8126531862 0.72293415
#> [100,] -0.970513592 -1.81258515 -0.6607595873 0.00319815
#> [101,] 1.129549002 -0.20855402 1.7615065574 -0.29570398
#> [102,] 0.576900951 -0.52017561 -0.3465130455 -0.17292548
#> [103,] -1.044199998 0.36548575 0.0936766627 0.11581567
#> [104,] 0.447949739 -1.66005458 -0.6705415808 0.51463409
#> [105,] -0.288914329 0.56065928 0.7013830100 0.51124709
#> [106,] -0.970513592 0.46389257 -0.1802191557 -0.07724293
#> [107,] -0.712611168 0.71975030 0.0239799589 0.98627285
#> [108,] -0.583659956 0.60822257 0.9361508544 1.10397086
#> [109,] -0.859983981 0.03746303 0.4446056802 1.11497859
#> [110,] -0.325757532 0.09978735 0.4592786704 0.87788908
#> [111,] -0.859983981 -0.48573322 -0.4663424661 0.65858129
#> [112,] -0.657346363 -0.75799208 -0.6008448770 -0.25929380
#> [113,] -0.638924761 0.41304905 0.1597051190 0.57983370
#> [114,] -0.436287142 -1.02369049 -0.2890438336 -0.44049793
#> [115,] -0.638924761 -1.56820822 -1.4958972838 -1.07386561
#> [116,] -0.381022337 -0.37748572 -1.5032337789 -0.49892356
#> [117,] 0.116360909 1.34299348 0.3076577709 0.65604104
#> [118,] -0.454708744 0.14899075 -0.2890438336 1.03877124
#> [119,] -0.583659956 -0.90396220 -0.5507121602 -0.01543031
#> [120,] 0.355841731 -0.45785129 -0.6742098284 -0.11788685
#> [121,] -0.252071125 -0.21183424 0.4262644423 0.88635656
#> [122,] -0.933670388 -0.44965072 -0.0371575006 0.59676866
#> [123,] -0.638924761 -0.35944447 0.0496576919 0.70684594
#> [124,] -0.915248787 -0.45949140 0.9618285874 0.66789552
#> [125,] -0.196806320 1.68577723 1.4313642762 1.55613442
#> [126,] -0.178384719 0.08502632 0.6072313224 0.75341709
#> [127,] -0.915248787 0.41468916 -0.1582096703 -0.15937751
#> [128,] -0.859983981 0.37368632 -0.1643234163 -0.05099374
#> [129,] -0.804719176 0.21295519 -0.7011103105 -0.60900083
#> [130,] -0.233649524 -0.34632356 -0.1765509082 -0.43711093
#> [131,] -0.952091990 -0.35124390 -0.6130723689 -0.52601950
#> [132,] -0.712611168 -0.94004470 -0.3000485763 0.01674612
#> [133,] -0.141541515 -0.58085981 -0.2572523547 -0.13820881
#> [134,] 0.318998527 0.64102484 0.6708142802 0.72208740
#> [135,] -0.675767964 0.77715427 0.4042549569 0.09125997
#> [136,] 0.650587358 0.18671337 1.2027101777 1.14800177
#> [137,] -0.675767964 0.03582291 -0.2144561331 -0.42271621
#> [138,] -0.362600736 0.37696655 -0.2817073385 0.15899983
#> [139,] 0.871646578 -0.95152549 0.0569941870 0.07263151
#> attr(,"center")
#> [1] 0.028384892 0.213361151 0.239521583 0.254364029 0.274825180 0.298211511
#> [7] 0.328241007 0.391638129 0.422476259 0.453163309 0.503000719 0.038473381
#> [13] 0.558903597 0.604828777 0.617872662 0.637252518 0.660289928 0.656782014
#> [19] 0.689663309 0.691612230 0.682015827 0.632320863 0.044176978 0.573232374
#> [25] 0.510057554 0.449074101 0.412244604 0.408533813 0.408479856 0.399051799
#> [31] 0.371266187 0.345045324 0.332842446 0.055417266 0.321423741 0.298734532
#> [37] 0.279738129 0.244802158 0.217441727 0.201100719 0.160589928 0.122359712
#> [43] 0.091025899 0.051082734 0.074886331 0.020254676 0.016253957 0.014202158
#> [49] 0.010597122 0.010524460 0.009435252 0.008270504 0.007862590 0.007656835
#> [55] 0.007803597 0.107135971 0.006768345 0.123515827 0.135338849 0.175722302
#> attr(,"scale")
#> [1] 0.022489678 0.133638439 0.134114098 0.143838336 0.149943289 0.168029711
#> [7] 0.205798474 0.234031816 0.265219635 0.269091535 0.265382765 0.032878367
#> [13] 0.268716185 0.263744594 0.258163802 0.249716335 0.230708256 0.231718901
#> [19] 0.237584774 0.253694121 0.242229028 0.239947949 0.037379451 0.227324585
#> [25] 0.212174191 0.209170644 0.200599076 0.221474701 0.256163972 0.264565598
#> [31] 0.243912507 0.221365544 0.203881056 0.046517324 0.185800621 0.177084383
#> [37] 0.170061420 0.136736091 0.135736139 0.153686774 0.131557154 0.084260441
#> [43] 0.060829559 0.036267392 0.052361788 0.013557568 0.011339187 0.009404151
#> [49] 0.006684008 0.006808710 0.006852210 0.005723415 0.005806190 0.006265069
#> [55] 0.006423131 0.059920471 0.005428410 0.060971385 0.081782921 0.118098858
#> 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] 19
#>
#> $lambda.min
#> [1] 0.06114182
#>
#> $null.dev
#> [1] 1.385
#>
#> $Bias
#> [1] 0.1242861
#>
#> $pe
#> [1] 0.4748201 0.4100719 0.2877698 0.3021583 0.3093525 0.2877698 0.2949640
#> [8] 0.2949640 0.2877698 0.3021583 0.3165468 0.3237410 0.2877698 0.2949640
#> [15] 0.2805755 0.2733813 0.2661871 0.2661871 0.2733813 0.2733813 0.2733813
#> [22] 0.2877698 0.2805755 0.2805755 0.2805755 0.2877698 0.2949640 0.2949640
#> [29] 0.3237410 0.3165468 0.3021583 0.2805755 0.2877698 0.2877698 0.3165468
#> [36] 0.3021583
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.1884058