Cross-Validated MCP- or SCAD-penalized Classification Learner
Source:R/learner_ncvreg_classif_cv_ncvreg.R
mlr_learners_classif.cv_ncvreg.RdMCP- or SCAD-penalized binary classification model with k-fold cross validation
for choosing the regularization parameter lambda.
Calls ncvreg::cv.ncvreg() from package ncvreg with family set to
"binomial".
Covariates are internally standardized by ncvreg prior to model fitting.
Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “integer”, “numeric”
Required Packages: mlr3, mlr3extralearners, ncvreg
Parameters
| Id | Type | Default | Levels | Range |
| penalty | character | MCP | MCP, SCAD, lasso | - |
| gamma | numeric | - | \([0, \infty)\) | |
| alpha | numeric | 1 | \([0, 1]\) | |
| lambda.min | numeric | - | \([0, \infty)\) | |
| nlambda | integer | 100 | \([1, \infty)\) | |
| lambda | untyped | - | - | |
| eps | numeric | 1e-04 | \((-\infty, \infty)\) | |
| max.iter | integer | 10000 | \([1, \infty)\) | |
| convex | logical | TRUE | TRUE, FALSE | - |
| dfmax | integer | - | \([0, \infty)\) | |
| penalty.factor | untyped | - | - | |
| warn | logical | TRUE | TRUE, FALSE | - |
| returnX | logical | TRUE | TRUE, FALSE | - |
| cluster | untyped | - | - | |
| nfolds | integer | 10 | \((-\infty, \infty)\) | |
| fold | untyped | - | - | |
| returnY | logical | FALSE | TRUE, FALSE | - |
| trace | logical | FALSE | TRUE, FALSE | - |
| pred_lambda | numeric | - | \((-\infty, \infty)\) |
References
Breheny P, Huang J (2011). “Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection.” Annals of Applied Statistics, 5(1), 232–253. ISSN 1932-6157, doi:10.1214/10-AOAS388 .
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/chapters/chapter2/data_and_basic_modeling.html#sec-learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNCVreg
Methods
Inherited methods
Method selected_features()
Returns the set of selected features which have non-zero coefficients.
Calls the internal coef.cv.ncvreg() function.
Returns
(character()) vector of feature names.
Examples
# Define the Learner
learner = lrn("classif.cv_ncvreg")
print(learner)
#>
#> ── <LearnerClassifNCVreg> (classif.cv_ncvreg): MCP- or SCAD-penalized Classifica
#> • Model: -
#> • Parameters: list()
#> • Packages: mlr3, mlr3extralearners, and ncvreg
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: selected_features and twoclass
#> • Other settings: use_weights = 'error', predict_raw = 'FALSE'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.381180 1.366346 1.344680 1.318403 1.291172 1.267376 1.247575 1.232301
#> [9] 1.221724 1.212892 1.206226 1.201140 1.197512 1.193748 1.189275 1.185388
#> [17] 1.185198 1.184152 1.179900 1.171553 1.175358 1.188020 1.215227 1.316268
#> [25] 1.381152 1.519394 1.548910 1.615486 1.837300 1.953816 2.002680 2.175563
#> [33] 2.583232 3.175676
#>
#> $cvse
#> [1] 0.01620540 0.02003636 0.02493854 0.03035613 0.03523353 0.04022734
#> [7] 0.04519402 0.05000456 0.05471374 0.05912837 0.06331659 0.06751379
#> [13] 0.07176169 0.07552598 0.07850715 0.08231317 0.08570817 0.08989995
#> [19] 0.09425816 0.09849010 0.10332527 0.10962652 0.11992009 0.15500796
#> [25] 0.17328613 0.23612536 0.24005056 0.25328805 0.28519000 0.30078714
#> [31] 0.30905835 0.35317560 0.42691452 0.53483804
#>
#> $fold
#> [1] 10 10 9 7 1 8 2 2 8 3 5 8 1 1 6 7 2 1 3 3 4 4 1 3 10
#> [26] 9 3 5 8 10 1 6 9 5 7 7 10 6 7 2 8 6 5 3 7 10 4 8 6 4
#> [51] 2 9 3 9 6 4 4 9 4 5 1 2 5 2 9 1 9 4 4 10 9 2 8 6 1
#> [76] 10 2 7 7 5 5 4 3 6 8 1 10 6 8 7 4 6 3 10 9 5 1 7 2 8
#> [101] 9 7 5 2 1 8 5 9 3 3 6 7 6 4 6 3 1 4 9 2 8 6 1 3 7
#> [126] 5 9 5 2 8 2 3 7 8 4 10 10 10 5
#>
#> $lambda
#> [1] 0.19852245 0.18514270 0.17266470 0.16102768 0.15017495 0.14005366
#> [7] 0.13061451 0.12181153 0.11360184 0.10594546 0.09880509 0.09214596
#> [13] 0.08593563 0.08014385 0.07474243 0.06970504 0.06500715 0.06062589
#> [19] 0.05653991 0.05272930 0.04917553 0.04586126 0.04277036 0.03988779
#> [25] 0.03719948 0.03469236 0.03235421 0.03017365 0.02814004 0.02624350
#> [31] 0.02447478 0.02282526 0.02128691 0.01985224
#>
#> $fit
#> $beta
#> 0.1985 0.1851 0.1727 0.1610 0.1502 0.1401
#> (Intercept) 0.158605 0.01048822 -0.1573407 -0.3533125 -0.5373954 -0.7107856
#> V1 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 0.000000 0.60403594 1.1311053 1.5761605 1.9961825 2.3940251
#> V12 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V32 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V37 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.000000 0.00000000 0.7461010 2.4245642 4.0096155 5.5098278
#> V5 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.1306 0.1218 0.1136 0.1059 0.0988 0.0921
#> (Intercept) -0.8745557 -1.029616 -1.176776 -1.30614270 -1.359370 -1.4110116
#> V1 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V10 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V11 2.7721168 3.132328 3.476294 3.79316657 4.018459 4.2376088
#> V12 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V13 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V14 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V15 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V16 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V17 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V18 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V19 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V2 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V20 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V21 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V22 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V23 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V24 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V25 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V26 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V27 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V28 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V29 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V3 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V30 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V31 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V32 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V33 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V34 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V35 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V36 0.0000000 0.000000 0.000000 -0.02203952 -0.190276 -0.3508705
#> V37 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V38 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V39 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V4 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V40 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V41 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V42 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V43 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V44 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V45 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V46 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V47 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V48 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V49 6.9330400 8.286389 9.575817 10.82542748 12.141545 13.4036081
#> V5 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V50 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V51 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V52 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V53 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V54 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V55 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V56 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V57 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V58 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V59 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V6 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V60 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V7 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V8 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> V9 0.0000000 0.000000 0.000000 0.00000000 0.000000 0.0000000
#> 0.0859 0.0801 0.0747 0.0697 0.0650 0.0606
#> (Intercept) -1.4808404 -1.6505421 -1.8215498 -1.9882015 -2.2139918 -2.4549193
#> V1 0.0000000 0.0000000 0.0000000 0.0000000 2.0533800 5.0444059
#> V10 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 4.4388074 4.5347013 4.6122808 4.6904294 4.7886889 4.8425298
#> V12 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.0261510 0.1770490 0.3247283 0.4657544 0.2794940 0.0000000
#> V23 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.0000000 0.0000000 0.0000000 0.3385639 0.7748994
#> V25 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V32 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 -0.4950685 -0.5968771 -0.6977990 -0.7965059 -0.9760611 -1.2393024
#> V37 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.0000000 0.0000000 0.2544561 0.7585113
#> V45 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 14.6599377 15.7729178 16.7656373 17.7615952 18.0408864 17.8558192
#> V5 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 2.5478869 6.0525226 9.4769933 12.0013765 14.1519194
#> V53 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.0565 0.0527 0.0492 0.0459 0.0428 0.0399
#> (Intercept) -2.68479901 -2.9101871 -3.138437 -3.3646522 -3.6110892 -3.8245097
#> V1 6.57055480 8.1699213 9.145007 9.6476502 10.2397362 10.3260074
#> V10 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V11 5.19815975 5.6738101 6.117786 6.5334474 7.0246627 7.4359229
#> V12 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V13 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V14 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V15 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V16 -0.02740743 -0.1754388 -0.401339 -0.6958750 -0.9774860 -1.3559212
#> V17 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V18 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V19 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V2 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V20 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V21 0.00000000 0.0000000 0.114179 0.3272271 0.5297768 0.7862231
#> V22 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V23 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V24 1.01423265 1.2700508 1.464341 1.6026987 1.7602849 1.8415468
#> V25 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V26 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V27 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V28 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V29 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V3 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V30 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V31 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V32 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V33 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V34 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V35 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V36 -1.40556123 -1.5682951 -1.752734 -1.9755436 -2.2299073 -2.6491201
#> V37 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V38 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V39 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V4 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V40 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V41 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V42 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V43 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V44 1.09464553 1.3414814 1.630012 1.9857916 2.3968522 3.0274619
#> V45 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V46 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V47 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V48 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V49 18.53630576 19.4092470 20.360205 21.3608388 22.5643235 23.6378409
#> V5 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V50 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V51 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V52 17.89408702 21.9668050 26.588943 31.6555916 36.7295722 41.2081029
#> V53 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V54 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 6.9201830
#> V55 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V56 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V57 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V58 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V59 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V6 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V60 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V7 -1.13313133 -2.2091493 -3.138512 -3.9539113 -4.9306023 -5.7790065
#> V8 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> V9 0.00000000 0.0000000 0.000000 0.0000000 0.0000000 0.0000000
#> 0.0372 0.0347 0.0324 0.0302 0.0281 0.0262
#> (Intercept) -3.988433 -4.281204 -4.6836839 -4.519975 -4.660367 -5.417210
#> V1 11.037120 10.983554 10.3111598 7.821404 10.236073 22.126584
#> V10 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V11 7.567650 7.840308 8.0331775 7.808692 8.036490 8.795731
#> V12 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V16 -1.764177 -2.160941 -2.6009001 -3.232103 -3.309017 -3.441192
#> V17 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V21 1.106720 1.454788 1.9711888 2.701619 2.708641 2.567617
#> V22 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V23 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V24 1.844564 1.934131 1.9192045 1.454014 1.594317 2.271219
#> V25 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V29 0.000000 0.000000 0.1256607 0.000000 0.000000 0.000000
#> V3 0.000000 0.000000 0.0000000 0.000000 0.000000 -8.768202
#> V30 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V31 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V32 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V36 -3.248826 -3.500983 -3.7408123 -3.831502 -3.857305 -3.928116
#> V37 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V40 0.000000 0.000000 0.0000000 -1.502791 -1.906065 -2.023874
#> V41 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V44 3.952303 4.359577 4.8369904 6.188406 6.507134 6.700721
#> V45 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V46 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V49 24.547901 26.150160 27.0693964 30.135755 31.431567 32.927291
#> V5 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V50 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V51 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V52 46.386019 52.422399 60.4734329 69.857540 74.626994 90.975239
#> V53 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V54 14.981010 20.810864 27.9954638 43.829811 51.379893 70.564441
#> V55 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V56 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V57 0.000000 0.000000 0.0000000 -7.356109 -14.334651 -8.157416
#> V58 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V59 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V6 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.0000000 0.000000 0.000000 2.609184
#> V7 -6.474045 -7.258854 -7.8375745 -7.741624 -8.655506 -10.100742
#> V8 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V9 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> 0.0245 0.0228 0.0213 0.0199 0.0185
#> (Intercept) -9.087413 -9.9247989 -9.712066 -12.196474 -12.342057
#> V1 63.156104 65.4568211 65.998776 114.994826 119.444827
#> V10 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V11 11.246848 11.3879158 14.754145 9.286103 10.751148
#> V12 0.000000 0.0000000 0.000000 12.694581 13.639098
#> V13 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V16 -4.238247 -4.2022499 -5.240473 -8.286390 -9.124859
#> V17 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V19 2.478010 2.7322573 2.794283 3.021585 2.962515
#> V2 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V21 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V22 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V23 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V24 4.159988 4.3194595 5.644638 7.120076 8.005604
#> V25 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.0000000 -2.877157 -2.038430 -3.231684
#> V28 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V29 1.784553 2.7550385 5.274780 0.000000 0.000000
#> V3 -33.332465 -34.3246447 -34.917541 -63.995884 -67.120109
#> V30 0.000000 0.0000000 0.000000 11.767767 13.083191
#> V31 0.000000 -0.6396598 -3.008025 -11.692786 -12.850267
#> V32 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V36 -4.608427 -4.6076482 -5.248312 -7.312514 -7.845012
#> V37 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V4 23.143748 25.1937598 30.657299 33.904302 36.254078
#> V40 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V41 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V44 6.024721 6.2394360 7.400359 7.513690 7.981264
#> V45 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V46 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V49 34.635422 35.9405735 40.563356 94.703087 99.359738
#> V5 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V50 0.000000 0.0000000 0.000000 -124.783992 -130.380251
#> V51 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V52 87.779159 97.8370493 103.200818 165.537136 168.271697
#> V53 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V54 105.396878 107.4038744 111.260138 203.296512 213.208791
#> V55 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V56 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V57 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V58 0.000000 0.0000000 0.000000 7.532458 25.756810
#> V59 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V6 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V7 -5.691797 -7.5622095 -11.544330 -9.860936 -11.072874
#> V8 -9.134653 -8.4312099 -9.499794 -15.302365 -17.525907
#> V9 0.000000 0.0000000 0.000000 0.000000 0.000000
#> 0.0173 0.0161 0.0150 0.0140 0.0131
#> (Intercept) -12.487401 -16.674774 -16.780796 -17.1025146 -19.122459
#> V1 119.935149 166.511182 166.898738 168.5123943 178.400477
#> V10 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V11 10.590063 0.000000 0.000000 0.0000000 0.000000
#> V12 13.960466 28.361170 28.556975 28.9665039 30.705665
#> V13 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V16 -9.229601 -12.841007 -12.977585 -13.1974524 -13.881476
#> V17 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V19 2.989815 0.000000 0.000000 0.0000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V20 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V21 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V22 0.000000 7.022178 7.068758 7.1909848 8.406998
#> V23 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V24 8.138928 7.258222 7.238385 7.2604538 7.391440
#> V25 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V27 -3.261496 -4.369692 -4.396578 -4.4096641 -4.620245
#> V28 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V29 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V3 -68.017689 -70.819221 -70.930809 -71.3805297 -66.290711
#> V30 13.302765 19.114275 19.256416 19.6139862 21.721832
#> V31 -12.989956 -17.067438 -17.151227 -17.5039914 -20.662782
#> V32 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V33 0.000000 0.000000 0.000000 0.1850316 3.648743
#> V34 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V36 -7.806051 -10.644482 -10.579066 -10.6243201 -11.722349
#> V37 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V4 36.393333 45.033117 45.581955 46.4690620 47.383497
#> V40 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V41 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.0000000 -4.229861
#> V43 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V44 7.899591 11.102836 10.824226 10.6009967 12.934634
#> V45 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V46 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V48 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V49 99.064066 141.595775 142.523679 144.5498188 162.815385
#> V5 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V50 -130.155559 -243.454071 -245.029675 -249.0111814 -278.677544
#> V51 0.000000 125.335733 130.254933 138.1918734 174.753543
#> V52 167.100267 175.447689 162.485567 147.1796970 138.956914
#> V53 0.000000 0.000000 29.639815 65.0089548 119.875171
#> V54 212.325630 324.557803 321.032931 318.1514553 332.999508
#> V55 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V56 0.000000 -177.869515 -186.792521 -197.8350531 -220.131405
#> V57 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V58 38.012416 200.503418 197.584433 196.2978081 195.804605
#> V59 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V6 0.000000 0.000000 0.000000 0.0000000 0.000000
#> V60 0.000000 -120.549827 -124.501268 -130.1381347 -106.715622
#> V7 -11.253953 -13.677103 -13.613528 -13.6898221 -20.914799
#> V8 -17.715787 -25.431186 -25.494364 -25.6790754 -25.036356
#> V9 0.000000 0.000000 0.000000 0.0000000 0.000000
#> 0.0122 0.0114 0.0106 0.0099 0.0092
#> (Intercept) -19.323327 -22.578037 -22.579245 -22.580439 -48.549726
#> V1 179.480566 217.165058 217.177688 217.190180 379.801179
#> V10 0.000000 -7.393542 -7.394233 -7.394916 -8.267847
#> V11 0.000000 0.000000 0.000000 0.000000 0.000000
#> V12 31.046343 37.704072 37.706133 37.708172 65.548128
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -14.014195 -16.262331 -16.263288 -16.264235 -28.412957
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 5.326392
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.000000
#> V21 0.000000 0.000000 0.000000 0.000000 0.000000
#> V22 8.495458 10.908675 10.909376 10.910069 25.805879
#> V23 0.000000 0.000000 0.000000 0.000000 0.000000
#> V24 7.423732 6.454217 6.454375 6.454532 8.076729
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000
#> V27 -4.649533 -3.998445 -3.998625 -3.998803 -3.069642
#> V28 0.000000 0.000000 0.000000 0.000000 0.000000
#> V29 0.000000 0.000000 0.000000 0.000000 0.000000
#> V3 -66.494544 -74.361637 -74.365528 -74.369377 -168.198163
#> V30 21.866957 25.319176 25.320746 25.322298 38.041162
#> V31 -20.766249 -25.042698 -25.044314 -25.045912 -35.376524
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 3.652875 5.933598 5.934073 5.934543 15.124358
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -11.754618 -14.078208 -14.079054 -14.079891 -26.557314
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.000000 24.313832
#> V4 47.874715 53.774447 53.777556 53.780631 38.349484
#> V40 0.000000 0.000000 0.000000 0.000000 -34.101857
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000
#> V42 -4.285695 -6.276352 -6.276676 -6.276996 0.000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000
#> V44 12.932641 15.940633 15.941432 15.942224 33.551429
#> V45 0.000000 0.000000 0.000000 0.000000 0.000000
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.000000
#> V49 164.333186 190.081515 190.092551 190.103466 309.042782
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000
#> V50 -281.104985 -341.957702 -341.979413 -342.000887 -582.728553
#> V51 178.655968 249.729766 249.746371 249.762795 258.668748
#> V52 133.506936 145.738175 145.745881 145.753504 368.979102
#> V53 135.167714 165.737222 165.743919 165.750543 404.840351
#> V54 332.660703 392.351032 392.375739 392.400177 492.493609
#> V55 0.000000 0.000000 0.000000 0.000000 0.000000
#> V56 -226.361281 -276.197046 -276.209643 -276.222101 -561.815596
#> V57 0.000000 0.000000 0.000000 0.000000 333.167373
#> V58 196.101181 205.731988 205.742505 205.752907 361.077059
#> V59 0.000000 0.000000 0.000000 0.000000 0.000000
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000
#> V60 -108.919937 -145.034907 -145.045544 -145.056066 0.000000
#> V7 -21.121134 -20.807936 -20.808880 -20.809813 -42.349770
#> V8 -25.228112 -25.191070 -25.192359 -25.193634 -29.636803
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0086 0.0080 0.0075
#> (Intercept) -48.551862 -48.553992 -244.02751
#> V1 379.818773 379.836324 1718.48413
#> V10 -8.268289 -8.268729 -41.48549
#> V11 0.000000 0.000000 0.00000
#> V12 65.551201 65.554266 324.66480
#> V13 0.000000 0.000000 0.00000
#> V14 0.000000 0.000000 0.00000
#> V15 0.000000 0.000000 0.00000
#> V16 -28.414351 -28.415742 -162.70047
#> V17 0.000000 0.000000 0.00000
#> V18 0.000000 0.000000 0.00000
#> V19 5.326629 5.326866 70.90317
#> V2 0.000000 0.000000 0.00000
#> V20 0.000000 0.000000 0.00000
#> V21 0.000000 0.000000 0.00000
#> V22 25.807168 25.808452 131.02258
#> V23 0.000000 0.000000 0.00000
#> V24 8.076976 8.077222 0.00000
#> V25 0.000000 0.000000 0.00000
#> V26 0.000000 0.000000 0.00000
#> V27 -3.069811 -3.069979 -18.70642
#> V28 0.000000 0.000000 0.00000
#> V29 0.000000 0.000000 0.00000
#> V3 -168.206020 -168.213858 -756.78900
#> V30 38.042923 38.044680 280.50626
#> V31 -35.378116 -35.379704 -380.57260
#> V32 0.000000 0.000000 201.21843
#> V33 15.125010 15.125659 0.00000
#> V34 0.000000 0.000000 0.00000
#> V35 0.000000 0.000000 0.00000
#> V36 -26.558453 -26.559589 -163.14100
#> V37 0.000000 0.000000 0.00000
#> V38 0.000000 0.000000 0.00000
#> V39 24.314814 24.315795 165.02613
#> V4 38.350267 38.351048 46.18064
#> V40 -34.103410 -34.104960 -183.99498
#> V41 0.000000 0.000000 0.00000
#> V42 0.000000 0.000000 0.00000
#> V43 0.000000 0.000000 0.00000
#> V44 33.552990 33.554547 179.79565
#> V45 0.000000 0.000000 0.00000
#> V46 0.000000 0.000000 0.00000
#> V47 0.000000 0.000000 0.00000
#> V48 0.000000 0.000000 0.00000
#> V49 309.056762 309.070709 1579.69503
#> V5 0.000000 0.000000 0.00000
#> V50 -582.756502 -582.784381 -2803.27620
#> V51 258.681636 258.694493 1465.65400
#> V52 368.996671 369.014196 1568.93620
#> V53 404.860319 404.880238 3600.22587
#> V54 492.513917 492.534175 902.84394
#> V55 0.000000 0.000000 0.00000
#> V56 -561.844006 -561.872345 -3397.13351
#> V57 333.188604 333.209783 2081.90136
#> V58 361.091689 361.106284 933.09999
#> V59 0.000000 0.000000 0.00000
#> V6 0.000000 0.000000 0.00000
#> V60 0.000000 0.000000 1025.55332
#> V7 -42.351472 -42.353170 -204.78496
#> V8 -29.638068 -29.639330 -63.58196
#> V9 0.000000 0.000000 0.00000
#>
#> $iter
#> [1] 0 3 6 3 4 4 4 4 5 8 4 5 9 10 6
#> [16] 6 55 24 31 13 34 19 18 37 27 27 64 80 33 204
#> [31] 181 40 391 228 92 28 454 38 120 337 57 305 1 1 1166
#> [46] 1 1 5812
#>
#> $lambda
#> [1] 0.198522447 0.185142699 0.172664700 0.161027677 0.150174951 0.140053662
#> [7] 0.130614514 0.121811533 0.113601843 0.105945459 0.098805090 0.092145957
#> [13] 0.085935628 0.080143855 0.074742427 0.069705038 0.065007151 0.060625887
#> [19] 0.056539905 0.052729305 0.049175526 0.045861260 0.042770365 0.039887785
#> [25] 0.037199482 0.034692361 0.032354212 0.030173647 0.028140044 0.026243499
#> [31] 0.024474775 0.022825257 0.021286911 0.019852245 0.018514270 0.017266470
#> [37] 0.016102768 0.015017495 0.014005366 0.013061451 0.012181153 0.011360184
#> [43] 0.010594546 0.009880509 0.009214596 0.008593563 0.008014385 0.007474243
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 26
#>
#> $loss
#> [1] 191.823502 93.795035 91.483550 88.876911 86.657969 84.768533
#> [7] 83.157909 81.784363 80.615519 79.545040 78.158090 76.969939
#> [13] 75.901716 74.543336 73.273523 72.162999 70.413399 68.483031
#> [19] 66.182462 63.974738 61.887246 59.917620 58.179521 56.357310
#> [25] 54.743206 53.725389 52.820667 51.535951 50.730840 48.545508
#> [31] 43.360378 42.666830 40.900638 34.197371 33.792711 33.674858
#> [37] 29.552577 29.159338 28.761138 27.257340 27.244567 26.397341
#> [43] 26.397338 26.397334 21.713646 21.713641 21.713635 6.270101
#>
#> $linear.predictors
#> 0.1985 0.1851 0.1727 0.1610 0.1502 0.1401
#> 1 0.158605 0.30755309 0.429452444 0.521007863 0.608320457 0.69194785
#> 2 0.158605 0.39302418 0.568687624 0.676389227 0.778912006 0.87697821
#> 3 0.158605 0.06370378 -0.006880812 -0.049339970 -0.088476869 -0.12465276
#> 4 0.158605 0.26128394 0.329454572 0.356874272 0.383640761 0.40993961
#> 5 0.158605 0.11836903 0.082502059 0.051115135 0.022410336 -0.00386449
#> 6 0.158605 0.17973909 0.180858914 0.157427713 0.136209011 0.11705028
#> 7 0.158605 0.08031477 0.031387153 0.017280259 0.004910458 -0.00592272
#> 8 0.158605 0.04020678 -0.084679182 -0.220485370 -0.347763951 -0.46737553
#> 9 0.158605 0.12501343 0.068009971 -0.019073867 -0.100378777 -0.17643500
#> 10 0.158605 0.10955011 0.061735146 0.014283176 -0.029588737 -0.07022327
#> 11 0.158605 0.15110778 0.122096427 0.065988214 0.013923615 -0.03444432
#> 12 0.158605 0.08520746 0.021374310 -0.032264141 -0.081967582 -0.12813369
#> 13 0.158605 0.11166424 0.056367752 -0.010507315 -0.072722292 -0.13071703
#> 14 0.158605 0.36276197 0.530074894 0.656098042 0.775935959 0.89037538
#> 15 0.158605 0.19296747 0.216896245 0.228556546 0.240470602 0.25267783
#> 16 0.158605 0.09843585 0.155150870 0.356482602 0.547553642 0.72928130
#> 17 0.158605 0.05518688 -0.021113364 -0.065987335 -0.107400926 -0.14573591
#> 18 0.158605 0.06165006 -0.045196436 -0.166713781 -0.280508126 -0.38734649
#> 19 0.158605 0.11196625 0.059246218 -0.002203085 -0.059294393 -0.11243956
#> 20 0.158605 0.21441075 0.268465827 0.321606075 0.372682198 0.42196609
#> 21 0.158605 0.16796039 0.145596373 0.083777798 0.026313258 -0.02715716
#> 22 0.158605 0.05446203 -0.049404936 -0.155405495 -0.254543466 -0.34751352
#> 23 0.158605 0.11722137 0.086694817 0.068729226 0.052699321 0.03842040
#> 24 0.158605 0.15104738 0.122356367 0.067042880 0.015728804 -0.03192881
#> 25 0.158605 0.08919410 0.003024511 -0.105751403 -0.207525475 -0.30297317
#> 26 0.158605 0.09958352 0.011064177 -0.115737275 -0.234538254 -0.34609630
#> 27 0.158605 0.08007316 -0.006743389 -0.105790697 -0.198373598 -0.28512663
#> 28 0.158605 0.10586549 0.048642766 -0.015455285 -0.075045259 -0.13055840
#> 29 0.158605 0.10749639 0.031253583 -0.077632711 -0.179519032 -0.27506381
#> 30 0.158605 0.06297894 -0.046289289 -0.174884136 -0.295362679 -0.40852680
#> 31 0.158605 0.13926868 0.096942359 0.025397212 -0.041240024 -0.10340652
#> 32 0.158605 0.06430782 0.014768070 0.018911706 0.023783740 0.02926153
#> 33 0.158605 0.15902065 0.156237921 0.149432129 0.143922647 0.13962195
#> 34 0.158605 0.21199460 0.251481520 0.274811211 0.297736889 0.32037586
#> 35 0.158605 0.10495944 0.043215603 -0.029942347 -0.098087610 -0.16169858
#> 36 0.158605 0.09861706 0.031935878 -0.044552381 -0.115839834 -0.18242798
#> 37 0.158605 0.13993312 0.107736668 0.058165410 0.012278855 -0.03024730
#> 38 0.158605 0.07560329 0.006299530 -0.047869292 -0.098069383 -0.14471036
#> 39 0.158605 0.12591948 0.089552916 0.047783781 0.009271269 -0.02628254
#> 40 0.158605 0.09759020 0.014643319 -0.097177876 -0.201831424 -0.30000027
#> 41 0.158605 0.06412661 -0.049288286 -0.188618924 -0.319236280 -0.44199597
#> 42 0.158605 0.10568428 0.035246667 -0.058358007 -0.145812385 -0.22769859
#> 43 0.158605 0.05730100 -0.062144385 -0.206671994 -0.342194103 -0.46959943
#> 44 0.158605 0.04226051 -0.055839041 -0.133903524 -0.206654810 -0.27465661
#> 45 0.158605 0.06521387 -0.012633210 -0.073282057 -0.129596991 -0.18203071
#> 46 0.158605 0.10242249 0.026378125 -0.075840161 -0.171427348 -0.26101269
#> 47 0.158605 0.06708638 -0.030763713 -0.138708321 -0.239687676 -0.33439424
#> 48 0.158605 0.07469724 -0.017332497 -0.121515720 -0.218946353 -0.31029034
#> 49 0.158605 0.08665715 0.018493205 -0.046665587 -0.107248861 -0.16371174
#> 50 0.158605 0.06140845 -0.044455116 -0.163464943 -0.274891215 -0.37948837
#> 51 0.158605 0.06714679 -0.036246359 -0.156734937 -0.269560174 -0.37547855
#> 52 0.158605 0.04522028 -0.055220892 -0.142182461 -0.223336978 -0.29929076
#> 53 0.158605 0.17412155 0.172130277 0.148588375 0.127267592 0.10800943
#> 54 0.158605 0.20631667 0.267037275 0.345097506 0.419710278 0.49126698
#> 55 0.158605 0.15382594 0.160686335 0.181943868 0.202938173 0.22372006
#> 56 0.158605 0.19985348 0.228820913 0.243372842 0.258014582 0.27280694
#> 57 0.158605 0.19423595 0.262993083 0.373945945 0.479626055 0.58058119
#> 58 0.158605 0.15340312 0.166087199 0.200964439 0.234820654 0.26777581
#> 59 0.158605 0.19260505 0.196520515 0.163602355 0.133419043 0.10578196
#> 60 0.158605 0.17073895 0.151247118 0.092482874 0.037901467 -0.01283875
#> 61 0.158605 0.07270392 -0.025317920 -0.140537065 -0.248388564 -0.34959664
#> 62 0.158605 0.07052939 -0.019242926 -0.113237170 -0.201044050 -0.28328147
#> 63 0.158605 0.06738840 -0.050790547 -0.204838213 -0.349354973 -0.48526848
#> 64 0.158605 0.06509306 -0.031437346 -0.133968938 -0.229835654 -0.31970423
#> 65 0.158605 0.06769042 0.006627901 -0.019298341 -0.042824179 -0.06422259
#> 66 0.158605 0.14645671 0.145096208 0.156895757 0.168961669 0.18128937
#> 67 0.158605 0.34470130 0.496105625 0.608485931 0.715448180 0.81769207
#> 68 0.158605 0.20426294 0.262743856 0.338283822 0.410517488 0.47982140
#> 69 0.158605 0.18982649 0.192436582 0.159988863 0.130251027 0.10303419
#> 70 0.158605 0.24467295 0.299468328 0.317166706 0.334760166 0.35236867
#> 71 0.158605 0.06467024 -0.023350518 -0.106219936 -0.183518557 -0.25581310
#> 72 0.158605 0.08629473 0.018411423 -0.045671632 -0.105238878 -0.16074029
#> 73 0.158605 0.07886508 0.017555595 -0.022628533 -0.059623651 -0.09376481
#> 74 0.158605 0.07844226 -0.008230562 -0.104954745 -0.195343099 -0.28001986
#> 75 0.158605 0.10773800 0.059759422 0.014161367 -0.027959015 -0.06693668
#> 76 0.158605 0.17955788 0.187607542 0.179988225 0.173701504 0.16867544
#> 77 0.158605 0.13099339 0.086519703 0.020290850 -0.041322339 -0.09873784
#> 78 0.158605 0.16880604 0.187543984 0.217153345 0.246028113 0.27427616
#> 79 0.158605 0.13063096 0.104344345 0.079474346 0.056918417 0.03646948
#> 80 0.158605 0.18505460 0.199318192 0.198937957 0.199485034 0.20092974
#> 81 0.158605 0.14120159 0.134882541 0.141970879 0.149590074 0.15770644
#> 82 0.158605 0.18294048 0.200134369 0.208938606 0.218159935 0.22781355
#> 83 0.158605 0.14398016 0.137250442 0.140007873 0.143535974 0.14778161
#> 84 0.158605 0.23065932 0.262259001 0.244958689 0.229507385 0.21583282
#> 85 0.158605 0.21163218 0.237373039 0.230223359 0.224366100 0.21976255
#> 86 0.158605 0.30447251 0.442261722 0.573341093 0.697979353 0.81693304
#> 87 0.158605 0.24865959 0.368412344 0.527353454 0.678327290 0.82217904
#> 88 0.158605 0.22087393 0.266094295 0.291434446 0.316254809 0.34069149
#> 89 0.158605 0.26762631 0.363788817 0.446403339 0.525290105 0.60092269
#> 90 0.158605 0.23965945 0.310075661 0.369062894 0.425649548 0.48016164
#> 91 0.158605 0.24098833 0.355763339 0.512912714 0.662197888 0.80444753
#> 92 0.158605 0.22117595 0.316051733 0.452728676 0.582689448 0.70663911
#> 93 0.158605 0.31262699 0.466410245 0.623471573 0.772642241 0.91481933
#> 94 0.158605 0.29637843 0.398454633 0.459117278 0.517261272 0.57327571
#> 95 0.158605 0.11553007 0.149333829 0.278162538 0.400758099 0.51768394
#> 96 0.158605 0.11867105 0.106719013 0.128761900 0.150513239 0.17199406
#> 97 0.158605 0.10387217 0.151378729 0.325328696 0.490539474 0.64779375
#> 98 0.158605 0.15183263 0.180679699 0.253843680 0.323856544 0.39103230
#> 99 0.158605 0.16415496 0.171149633 0.180043898 0.189358468 0.19909094
#> 100 0.158605 0.17031613 0.169107869 0.151993667 0.136744527 0.12323113
#> 101 0.158605 0.16355092 0.218813533 0.337034236 0.449591141 0.55703965
#> 102 0.158605 0.16204083 0.246426690 0.432016054 0.608192998 0.77585556
#> 103 0.158605 0.18511501 0.211816579 0.239343338 0.266244270 0.29263228
#> 104 0.158605 0.11607370 0.048956700 -0.049917191 -0.142352086 -0.22894704
#> 105 0.158605 0.14911446 0.148133209 0.157526996 0.167319872 0.17749753
#> 106 0.158605 0.05790504 -0.035048966 -0.120721000 -0.200663301 -0.27546340
#> 107 0.158605 0.20770595 0.285829208 0.401335718 0.511310155 0.61633650
#> 108 0.158605 0.14265128 0.171097128 0.254616596 0.334412649 0.41084337
#> 109 0.158605 0.19798097 0.263962518 0.364079170 0.459524501 0.55079454
#> 110 0.158605 0.18843720 0.245494174 0.337236183 0.424777125 0.50856108
#> 111 0.158605 0.15201384 0.165052469 0.202430855 0.238649627 0.27384020
#> 112 0.158605 0.23343788 0.351100006 0.524002674 0.688167724 0.84449703
#> 113 0.158605 0.16445698 0.187980187 0.233687478 0.277766178 0.32040220
#> 114 0.158605 0.09324114 0.091554873 0.167874087 0.240892232 0.31088312
#> 115 0.158605 0.07693217 0.035871427 0.043609941 0.051871261 0.06056324
#> 116 0.158605 0.13842303 0.103789753 0.050588163 0.001273976 -0.04449710
#> 117 0.158605 0.13286590 0.093607415 0.036814856 -0.015888018 -0.06486919
#> 118 0.158605 0.38825229 0.576539165 0.718490254 0.853358513 0.98203653
#> 119 0.158605 0.20818918 0.230851128 0.220996788 0.212586898 0.20556562
#> 120 0.158605 0.29957982 0.428772383 0.546511721 0.658554505 0.76558443
#> 121 0.158605 0.26605582 0.329586312 0.340716082 0.352097140 0.36383644
#> 122 0.158605 0.29281461 0.394541686 0.458788818 0.520319373 0.57953733
#> 123 0.158605 0.18753115 0.191570447 0.165152449 0.141109765 0.11928210
#> 124 0.158605 0.11522805 0.066324118 0.009460115 -0.043302507 -0.09234904
#> 125 0.158605 0.19641048 0.234684280 0.274394037 0.312794998 0.35007316
#> 126 0.158605 0.32591578 0.491742222 0.659601842 0.818964025 0.97079378
#> 127 0.158605 0.21658528 0.323421894 0.492635531 0.653324233 0.80635483
#> 128 0.158605 0.25361268 0.368584975 0.510698287 0.645778677 0.77459015
#> 129 0.158605 0.41368220 0.678624069 0.961839796 1.230099729 1.48504242
#> 130 0.158605 0.32730507 0.503520806 0.693049150 0.872873516 1.04407091
#> 131 0.158605 0.16004751 0.160846764 0.160840033 0.161750773 0.16352717
#> 132 0.158605 0.13902706 0.106487670 0.057255908 0.011690351 -0.03053244
#> 133 0.158605 0.16034953 0.161785367 0.162840395 0.164753672 0.16747910
#> 134 0.158605 0.16276568 0.169443412 0.179328206 0.189578787 0.20019648
#> 135 0.158605 0.14470500 0.134951873 0.130018901 0.126284277 0.12365628
#> 136 0.158605 0.20305487 0.240635359 0.270638093 0.299869351 0.32847193
#> 137 0.158605 0.24853878 0.343042520 0.445330409 0.542804010 0.63601904
#> 138 0.158605 0.19683330 0.239878049 0.289802278 0.337849058 0.38425696
#> 139 0.158605 0.18553783 0.206937985 0.222019963 0.237168520 0.25243341
#> 0.1306 0.1218 0.1136 0.1059 0.0988
#> 1 0.77233268 0.849775939 0.924516175 0.992879675 1.033923365
#> 2 0.97115539 1.061810036 1.149246532 1.230093620 1.285458603
#> 3 -0.15819219 -0.189354912 -0.218401650 -0.241391419 -0.235816056
#> 4 0.43588711 0.461513287 0.486824893 0.508550167 0.508794816
#> 5 -0.02795052 -0.050062437 -0.070416227 -0.091212984 -0.124336808
#> 6 0.09978306 0.084224207 0.070192142 0.062913106 0.092656834
#> 7 -0.01540179 -0.023666571 -0.030875708 -0.031334770 0.006967185
#> 8 -0.58009425 -0.686575873 -0.787414027 -0.882614741 -0.970440114
#> 9 -0.24773998 -0.314745474 -0.377863993 -0.446011952 -0.567877241
#> 10 -0.10794175 -0.143026836 -0.175752284 -0.205975187 -0.232158012
#> 11 -0.07945325 -0.121424202 -0.160657353 -0.205908538 -0.305312249
#> 12 -0.17112678 -0.211254914 -0.248816228 -0.286724776 -0.340734960
#> 13 -0.18490234 -0.235643551 -0.283282970 -0.332122911 -0.405311142
#> 14 1.00005191 1.105411038 1.206818960 1.305328432 1.406424504
#> 15 0.26518133 0.277946654 0.290917831 0.298846398 0.272475620
#> 16 0.90249973 1.067984483 1.226341528 1.374079201 1.487812584
#> 17 -0.18133305 -0.214462036 -0.245393022 -0.276026434 -0.316781545
#> 18 -0.48792384 -0.582835995 -0.672623811 -0.751897206 -0.788612540
#> 19 -0.16202386 -0.208389582 -0.251859789 -0.288411497 -0.294385717
#> 20 0.46966699 0.515926032 0.560836287 0.600858546 0.615795147
#> 21 -0.07698802 -0.123525264 -0.167087566 -0.203366769 -0.206678254
#> 22 -0.43494233 -0.517359470 -0.595251580 -0.668561719 -0.735615204
#> 23 0.02571330 0.014420447 0.004373261 -0.005330542 -0.019502307
#> 24 -0.07626394 -0.117594240 -0.156217074 -0.191345251 -0.217367958
#> 25 -0.39271399 -0.477290609 -0.557195963 -0.638286120 -0.751892083
#> 26 -0.45110909 -0.550196326 -0.643913704 -0.735249957 -0.838990358
#> 27 -0.36662916 -0.443382143 -0.515845000 -0.583377613 -0.640953316
#> 28 -0.18239589 -0.230911062 -0.276436964 -0.324714663 -0.407088451
#> 29 -0.36487648 -0.449500835 -0.529428363 -0.606302841 -0.687588976
#> 30 -0.51510377 -0.615719541 -0.710939886 -0.813441240 -0.992821884
#> 31 -0.16151890 -0.215963378 -0.267095993 -0.328779680 -0.477735639
#> 32 0.03523853 0.041653111 0.048409620 0.050621804 0.020257150
#> 33 0.13642722 0.134226762 0.132895772 0.124345648 0.063393883
#> 34 0.34279675 0.365014027 0.387014960 0.400614554 0.359948826
#> 35 -0.22121927 -0.277041498 -0.329530492 -0.381611313 -0.448612285
#> 36 -0.24478006 -0.303301826 -0.358370929 -0.412510338 -0.478771497
#> 37 -0.06972666 -0.106452039 -0.140701608 -0.177569732 -0.244761450
#> 38 -0.18816458 -0.228742005 -0.266743622 -0.314137472 -0.437744169
#> 39 -0.05916294 -0.089629037 -0.117932811 -0.140323435 -0.134917633
#> 40 -0.39231329 -0.479326395 -0.561542466 -0.642376870 -0.739295885
#> 41 -0.55767473 -0.666944202 -0.770408066 -0.870066392 -0.975176405
#> 42 -0.30455573 -0.376862567 -0.445056655 -0.512137126 -0.593485433
#> 43 -0.58969295 -0.703168143 -0.810647775 -0.917557876 -1.052414558
#> 44 -0.33841221 -0.398331930 -0.454804746 -0.518539930 -0.649093322
#> 45 -0.23099186 -0.276817566 -0.319832813 -0.370931577 -0.490846672
#> 46 -0.34517741 -0.424436775 -0.499259169 -0.571151376 -0.646960750
#> 47 -0.42345646 -0.507412630 -0.586755003 -0.655743013 -0.680556716
#> 48 -0.39615413 -0.477060331 -0.553487092 -0.619993729 -0.644459549
#> 49 -0.21647150 -0.265885244 -0.312291751 -0.351135517 -0.355879096
#> 50 -0.47793982 -0.570830704 -0.658693021 -0.734952141 -0.760937153
#> 51 -0.47517705 -0.569247314 -0.658226003 -0.734368081 -0.752341071
#> 52 -0.37058690 -0.437673692 -0.500971298 -0.550787669 -0.531571880
#> 53 0.09064167 0.074980895 0.060844565 0.050836295 0.060412038
#> 54 0.56008856 0.626422400 0.690448980 0.756054640 0.844375853
#> 55 0.24431477 0.264730135 0.284940169 0.311885301 0.384516823
#> 56 0.28777051 0.302882882 0.318099024 0.338647307 0.394291206
#> 57 0.67727892 0.770106933 0.859360943 0.939006797 0.973628650
#> 58 0.29991852 0.331314534 0.361986046 0.388184792 0.388406243
#> 59 0.08048580 0.057306589 0.036030477 0.007869995 -0.075588671
#> 60 -0.06007646 -0.104144724 -0.145351121 -0.186956056 -0.245944772
#> 61 -0.44482044 -0.534629429 -0.619541022 -0.692020979 -0.707975772
#> 62 -0.36051072 -0.433210918 -0.501824567 -0.558726059 -0.559695667
#> 63 -0.61342231 -0.734550801 -0.849309413 -0.958902880 -1.067825709
#> 64 -0.40417898 -0.483775116 -0.558965923 -0.627204178 -0.672768980
#> 65 -0.08373860 -0.101561800 -0.117893987 -0.138700745 -0.197542348
#> 66 0.19385565 0.206628406 0.219547415 0.237606618 0.288903608
#> 67 0.91577901 1.010097166 1.100962594 1.191495401 1.298933174
#> 68 0.54650354 0.610800653 0.672884089 0.734813501 0.807464007
#> 69 0.07813362 0.055327466 0.034403249 0.014745872 -0.006048981
#> 70 0.37005346 0.387803863 0.405590522 0.422700016 0.435698376
#> 71 -0.32361629 -0.387359717 -0.447447103 -0.504435302 -0.560438087
#> 72 -0.21258834 -0.261135530 -0.306716874 -0.349888488 -0.392930283
#> 73 -0.12535717 -0.154651352 -0.181898492 -0.205210668 -0.213573635
#> 74 -0.35955449 -0.434438011 -0.505121778 -0.570949680 -0.626857711
#> 75 -0.10308532 -0.136679680 -0.167987114 -0.198800787 -0.238535684
#> 76 0.16481531 0.162005204 0.160119518 0.154947978 0.123321867
#> 77 -0.15235223 -0.202528820 -0.249605669 -0.290557229 -0.307119401
#> 78 0.30197041 0.329153636 0.355830963 0.387654389 0.456280841
#> 79 0.01792390 0.001094229 -0.014211176 -0.022449497 0.008095790
#> 80 0.20321435 0.206253524 0.209947850 0.221609264 0.282891756
#> 81 0.16627172 0.175233962 0.184515745 0.199255066 0.248405019
#> 82 0.23788340 0.248323267 0.259066050 0.274924891 0.323300331
#> 83 0.15267790 0.158154390 0.164118594 0.176146647 0.225756319
#> 84 0.20382466 0.193323947 0.184175977 0.179207901 0.195442062
#> 85 0.21633876 0.213979629 0.212564472 0.213819700 0.228248443
#> 86 0.93082758 1.040132153 1.145224924 1.248804722 1.365111294
#> 87 0.95963193 1.091275673 1.217581411 1.342006986 1.482167744
#> 88 0.36482766 0.388685992 0.412261782 0.438617020 0.485276681
#> 89 0.67367885 0.743823033 0.811558085 0.881144194 0.976195803
#> 90 0.53285036 0.583880768 0.633369182 0.686039220 0.768324446
#> 91 0.94037204 1.070553808 1.195456852 1.304629163 1.337301229
#> 92 0.82518097 0.938811103 1.047919034 1.144907335 1.185300734
#> 93 1.05075433 1.181026603 1.306107125 1.416523780 1.457556664
#> 94 0.62745248 0.679961629 0.730931194 0.767253327 0.715298426
#> 95 0.62944551 0.736509434 0.839226723 0.939858501 1.048825858
#> 96 0.19321291 0.214182256 0.234875329 0.263300198 0.344149755
#> 97 0.79780093 0.941219958 1.078560394 1.216184862 1.386742123
#> 98 0.45563746 0.517900623 0.577979387 0.641824632 0.741887585
#> 99 0.20921479 0.219684908 0.230432577 0.239383343 0.234997088
#> 100 0.11130906 0.100822370 0.091610905 0.082463595 0.067205948
#> 101 0.65986350 0.758482417 0.853214735 0.938429108 0.980625215
#> 102 0.93580124 1.088736267 1.235217345 1.377444866 1.524844526
#> 103 0.31858002 0.344120813 0.369254046 0.399898863 0.469373799
#> 104 -0.31025973 -0.386791728 -0.458998184 -0.524090406 -0.564675683
#> 105 0.18802706 0.198866036 0.209945986 0.224966917 0.264798986
#> 106 -0.34565104 -0.411669480 -0.473933038 -0.527029482 -0.539446966
#> 107 0.71691139 0.813441393 0.906239693 0.988882517 1.023778451
#> 108 0.48421829 0.554810411 0.622813049 0.683189018 0.706239997
#> 109 0.63830842 0.722407614 0.803349848 0.872319349 0.878448030
#> 110 0.58896254 0.666287727 0.740763743 0.804209641 0.809410194
#> 111 0.30810204 0.341511598 0.374099785 0.409934187 0.471485981
#> 112 0.99377019 1.136636853 1.273616051 1.404928257 1.529594255
#> 113 0.36174113 0.401894351 0.440923542 0.477452765 0.503233225
#> 114 0.37809403 0.442769185 0.505071387 0.572019106 0.681590590
#> 115 0.06960343 0.078945034 0.088506394 0.092922827 0.061496557
#> 116 -0.08705651 -0.126712441 -0.163756070 -0.210526365 -0.335487541
#> 117 -0.11048007 -0.153043938 -0.192865233 -0.239636916 -0.346895095
#> 118 1.10524907 1.223508399 1.337239695 1.438972244 1.486083320
#> 119 0.19984439 0.195296724 0.191792012 0.188367779 0.180401651
#> 120 0.86816180 0.966699244 1.061527199 1.154554269 1.255766573
#> 121 0.37597696 0.388479285 0.401292974 0.413632461 0.421930189
#> 122 0.63674924 0.692140535 0.745851581 0.795246631 0.825600481
#> 123 0.09949156 0.081542010 0.065242090 0.048398702 0.019595312
#> 124 -0.13804148 -0.180702707 -0.220639237 -0.252045896 -0.241280369
#> 125 0.38636460 0.421754032 0.456285132 0.491544256 0.536311105
#> 126 1.11590073 1.254909643 1.388331092 1.519024617 1.661647945
#> 127 0.95247994 1.092334137 1.226421687 1.360032656 1.520687428
#> 128 0.89778020 1.015866814 1.129262054 1.238378363 1.344006914
#> 129 1.72806711 1.960285781 2.182626353 2.393399194 2.580257276
#> 130 1.20755299 1.364036580 1.514109122 1.659200207 1.805542087
#> 131 0.16609876 0.169382719 0.173278415 0.183480766 0.232343609
#> 132 -0.06972501 -0.106178697 -0.140170559 -0.165400647 -0.145397880
#> 133 0.17095134 0.175092078 0.179804471 0.191768618 0.248871867
#> 134 0.21115857 0.222424221 0.233928081 0.251660940 0.309489830
#> 135 0.12203255 0.121309878 0.121368642 0.129778463 0.189427512
#> 136 0.35654044 0.384118052 0.411214760 0.445296403 0.528483475
#> 137 0.72543406 0.811397900 0.894181109 0.980209022 1.104807315
#> 138 0.42921002 0.472836357 0.515215860 0.561595818 0.641203308
#> 139 0.26782940 0.283336886 0.298911241 0.321678137 0.391974483
#> 0.0921 0.0859 0.0801 0.0747 0.0697
#> 1 1.074517932 1.105315316 1.068264893 1.02308604 0.9802326027
#> 2 1.340143053 1.387804144 1.423091414 1.46420868 1.5044164507
#> 3 -0.230574749 -0.230904576 -0.260518032 -0.29058472 -0.3187826268
#> 4 0.510027602 0.503566916 0.429376607 0.34546531 0.2640428465
#> 5 -0.155766170 -0.174956374 -0.125555375 -0.07027353 -0.0173144181
#> 6 0.121527801 0.142735524 0.122331834 0.09818310 0.0746645664
#> 7 0.043616030 0.086389205 0.163088734 0.23822609 0.3114439771
#> 8 -1.054775614 -1.141220666 -1.254776629 -1.36814659 -1.4790308889
#> 9 -0.684178871 -0.797824219 -0.930107530 -1.06402053 -1.1951289371
#> 10 -0.257054078 -0.284640920 -0.340196862 -0.39864099 -0.4552884541
#> 11 -0.399955722 -0.488516974 -0.507162228 -0.50219427 -0.4978877851
#> 12 -0.392319125 -0.438509877 -0.416891916 -0.37496666 -0.3340545400
#> 13 -0.475134715 -0.541973088 -0.614743102 -0.68902282 -0.7618043634
#> 14 1.504696390 1.600756384 1.675261980 1.73927718 1.8015690404
#> 15 0.247957226 0.229618286 0.244823055 0.26441573 0.2832302351
#> 16 1.597279146 1.700226836 1.750247347 1.78931099 1.8329500700
#> 17 -0.355810674 -0.394663389 -0.452849653 -0.51425827 -0.5732063046
#> 18 -0.824019558 -0.857513008 -0.890341883 -0.92496019 -0.9599334352
#> 19 -0.300028653 -0.306096293 -0.316724669 -0.32819432 -0.3398314273
#> 20 0.630940698 0.651250594 0.673841123 0.68809180 0.7020495350
#> 21 -0.209542201 -0.214097345 -0.241437714 -0.27473822 -0.3083329753
#> 22 -0.799959900 -0.863020093 -0.914525893 -0.95905533 -1.0028101715
#> 23 -0.032799567 -0.052395951 -0.120083326 -0.19164573 -0.2601889277
#> 24 -0.241961294 -0.271002131 -0.254729971 -0.21103607 -0.1684056345
#> 25 -0.860536178 -0.955834610 -0.993226526 -1.02514977 -1.0580840057
#> 26 -0.938234329 -1.033822204 -1.141045020 -1.25194520 -1.3615250878
#> 27 -0.696117943 -0.756995975 -0.845891156 -0.93018166 -1.0121947334
#> 28 -0.485695541 -0.562856616 -0.649128485 -0.73413604 -0.8169560122
#> 29 -0.765303796 -0.846481864 -0.933740550 -1.01066638 -1.0860913521
#> 30 -1.164432167 -1.324878361 -1.461770761 -1.59591830 -1.7278292742
#> 31 -0.619783585 -0.756365741 -0.867755250 -0.96670152 -1.0634933854
#> 32 -0.008647300 -0.032127655 -0.057429437 -0.08902737 -0.1185616570
#> 33 0.005657715 -0.041005006 -0.069263357 -0.10512079 -0.1406927661
#> 34 0.321905704 0.293727748 0.305430616 0.31844059 0.3305568139
#> 35 -0.512579659 -0.570606968 -0.637448940 -0.71327920 -0.7880806116
#> 36 -0.542071046 -0.598800731 -0.639132919 -0.68031526 -0.7213448957
#> 37 -0.308681428 -0.364770942 -0.419768230 -0.48319211 -0.5460006771
#> 38 -0.555806149 -0.669674704 -0.779553562 -0.88396778 -0.9849717141
#> 39 -0.129570865 -0.126644997 -0.152664379 -0.18548100 -0.2175693883
#> 40 -0.831985672 -0.917622555 -0.997840792 -1.08203204 -1.1656303022
#> 41 -1.075921558 -1.169622296 -1.253484358 -1.33941870 -1.4248433469
#> 42 -0.671215142 -0.738533413 -0.784131016 -0.83503690 -0.8863806343
#> 43 -1.181601955 -1.298128711 -1.375657953 -1.45227341 -1.5289839256
#> 44 -0.774010032 -0.899994673 -1.075820773 -1.25611246 -1.4306523329
#> 45 -0.605451112 -0.723872503 -0.893188294 -1.06278850 -1.2265455582
#> 46 -0.719446431 -0.798584379 -0.936682071 -1.07849119 -1.2167510993
#> 47 -0.704533240 -0.738154112 -0.824539430 -0.91144138 -0.9959378189
#> 48 -0.668058735 -0.701611397 -0.788471556 -0.87543945 -0.9599760097
#> 49 -0.360467745 -0.367214949 -0.397415626 -0.43226980 -0.4663067148
#> 50 -0.786093739 -0.804285802 -0.779224843 -0.75059627 -0.7244631169
#> 51 -0.769830190 -0.780015756 -0.752092643 -0.72405028 -0.6987377964
#> 52 -0.513540425 -0.491232656 -0.442789591 -0.39536581 -0.3500675207
#> 53 0.070006847 0.084613378 0.109123307 0.12696879 0.1432035260
#> 54 0.929623145 1.016736415 1.110339719 1.19717564 1.2823263015
#> 55 0.454369636 0.524356114 0.573397613 0.60890352 0.6436235832
#> 56 0.448101183 0.503247452 0.548589159 0.58337266 0.6166598368
#> 57 1.007676725 1.048448022 1.093834766 1.12875645 1.1641532228
#> 58 0.389182903 0.394856472 0.405302830 0.41020620 0.4156055317
#> 59 -0.154755494 -0.232688986 -0.298506078 -0.35430209 -0.4089397305
#> 60 -0.301934558 -0.363966663 -0.446274819 -0.51978719 -0.5914435678
#> 61 -0.723496713 -0.751592322 -0.829994163 -0.90350351 -0.9749004243
#> 62 -0.560848915 -0.575454808 -0.638611224 -0.69533611 -0.7498552770
#> 63 -1.172246838 -1.285401944 -1.457298904 -1.62691290 -1.7924816544
#> 64 -0.716543994 -0.769504626 -0.839624316 -0.89557277 -0.9494821083
#> 65 -0.253718450 -0.307792044 -0.382109188 -0.46144434 -0.5376477963
#> 66 0.338327328 0.371079974 0.341488425 0.31683175 0.2949880151
#> 67 1.403135193 1.488246125 1.513464755 1.54522061 1.5779416268
#> 68 0.877735079 0.941890056 1.022801760 1.11754527 1.2115712798
#> 69 -0.025408711 -0.044335681 -0.076810326 -0.11342564 -0.1499027973
#> 70 0.449001601 0.459210940 0.501502334 0.56134219 0.6196441062
#> 71 -0.614111609 -0.660368708 -0.688424112 -0.71920177 -0.7499929037
#> 72 -0.434075327 -0.467494175 -0.465262521 -0.46065435 -0.4568925356
#> 73 -0.221565175 -0.219328563 -0.149879432 -0.07358656 0.0001792453
#> 74 -0.680429434 -0.723466651 -0.719346977 -0.71357805 -0.7095681805
#> 75 -0.276369609 -0.301163187 -0.241299213 -0.17075876 -0.1031153922
#> 76 0.093663926 0.075568509 0.100697556 0.12357785 0.1447043006
#> 77 -0.322804620 -0.331749049 -0.299554882 -0.26401942 -0.2308692433
#> 78 0.522402825 0.592605384 0.676629462 0.75314321 0.8274880197
#> 79 0.037517852 0.070010449 0.118225089 0.16393138 0.2079348545
#> 80 0.341970185 0.400321270 0.487675624 0.58211050 0.6737133510
#> 81 0.295740765 0.348854142 0.442452691 0.53673183 0.6282729837
#> 82 0.370080363 0.419769470 0.461076866 0.49001294 0.5175602218
#> 83 0.273527948 0.323188179 0.400151049 0.48009284 0.5579646880
#> 84 0.211654925 0.228147584 0.284083070 0.35261142 0.4182835313
#> 85 0.242691524 0.258977643 0.297056441 0.33873515 0.3784954118
#> 86 1.477671765 1.586868211 1.682990242 1.77313269 1.8618187816
#> 87 1.617356261 1.754960867 1.877647877 1.98154645 2.0840879089
#> 88 0.530636884 0.578805495 0.639378977 0.69595299 0.7504336452
#> 89 1.068144421 1.156542355 1.226690622 1.29016300 1.3523790177
#> 90 0.847886814 0.923685429 1.021091740 1.12794109 1.2325183303
#> 91 1.369844923 1.402977374 1.400234742 1.38478818 1.3722542905
#> 92 1.225060745 1.262517216 1.248927058 1.22125754 1.1968213570
#> 93 1.498386183 1.533013233 1.556312027 1.58775954 1.6208451293
#> 94 0.666965779 0.618273834 0.628078979 0.66732918 0.7062771564
#> 95 1.153568143 1.260260106 1.440630932 1.63952285 1.8363497743
#> 96 0.421700263 0.492490008 0.567434458 0.65096128 0.7338581336
#> 97 1.550381009 1.709140257 1.893415782 2.08666094 2.2793534624
#> 98 0.838094496 0.934146547 1.033953820 1.12896456 1.2228257503
#> 99 0.231332421 0.229111364 0.278591386 0.34634394 0.4128700967
#> 100 0.053101159 0.041070186 0.111648806 0.21112619 0.3079887820
#> 101 1.021797617 1.067671673 1.157216633 1.25455018 1.3516799338
#> 102 1.666665212 1.799003700 2.015672454 2.27436236 2.5313563945
#> 103 0.536368072 0.600759079 0.663038956 0.72435043 0.7844006142
#> 104 -0.603467761 -0.633419085 -0.623541691 -0.61336791 -0.6055728510
#> 105 0.303281682 0.343668856 0.402753072 0.46266551 0.5211701536
#> 106 -0.551553423 -0.556106401 -0.522343238 -0.48828186 -0.4562197689
#> 107 1.058161069 1.087812772 1.063436778 1.02850911 0.9970164442
#> 108 0.728929445 0.745772955 0.713440893 0.67520140 0.6408426591
#> 109 0.885276180 0.884151215 0.828113113 0.76976741 0.7158885047
#> 110 0.815283138 0.813398848 0.773246962 0.73657427 0.7037834785
#> 111 0.530809684 0.588121725 0.632182365 0.67128008 0.7103212186
#> 112 1.649974702 1.772856798 1.878786408 1.96704364 2.0550112091
#> 113 0.528491932 0.560455785 0.603274039 0.63712764 0.6704054424
#> 114 0.786635350 0.882370595 0.951382826 1.02129932 1.0925316233
#> 115 0.031644753 0.009383036 -0.008482194 -0.03434059 -0.0586065827
#> 116 -0.454571633 -0.558869476 -0.619285108 -0.67985603 -0.7401426390
#> 117 -0.449116275 -0.540692986 -0.609986499 -0.68140383 -0.7519891314
#> 118 1.532985413 1.581571872 1.621411520 1.65364432 1.6850675972
#> 119 0.173443247 0.159638433 0.109092227 0.05892303 0.0102659146
#> 120 1.353852047 1.452510166 1.527713647 1.58660691 1.6441841517
#> 121 0.430814946 0.440325038 0.434014424 0.42023959 0.4057564972
#> 122 0.855834785 0.887809264 0.901057273 0.90286572 0.9041405400
#> 123 -0.007398358 -0.029178379 -0.049302561 -0.07603275 -0.1031801026
#> 124 -0.230914410 -0.225587963 -0.235998570 -0.24412742 -0.2520498134
#> 125 0.579809355 0.621549646 0.655734909 0.68797193 0.7199388803
#> 126 1.799546640 1.934816946 2.071765620 2.20525066 2.3364927739
#> 127 1.675337498 1.824423415 1.950795488 2.06929159 2.1875322247
#> 128 1.446195483 1.549120889 1.671906323 1.79498988 1.9164175810
#> 129 2.761149011 2.937728421 3.086149787 3.22162721 3.3561318818
#> 130 1.947070321 2.086828643 2.212071068 2.32640584 2.4392900473
#> 131 0.279461324 0.315653444 0.309573462 0.30474342 0.3011155199
#> 132 -0.126086869 -0.117104053 -0.154071461 -0.19082897 -0.2263025545
#> 133 0.303860580 0.347693802 0.329807553 0.30553718 0.2828680566
#> 134 0.365211661 0.421391350 0.493165234 0.56553168 0.6360072348
#> 135 0.246759311 0.303252396 0.363513531 0.42192388 0.4787859189
#> 136 0.608651869 0.684241495 0.743080464 0.79783919 0.8513953747
#> 137 1.224946343 1.336255499 1.397717278 1.44861053 1.4995814035
#> 138 0.717996242 0.788376540 0.812374695 0.82567231 0.8395513244
#> 139 0.459712164 0.522656035 0.558852834 0.58856576 0.6176986076
#> 0.0650 0.0606 0.0565 0.0527 0.0492 0.0459
#> 1 0.951788929 0.91283253 0.79493388 0.64630257 0.449976524 0.210414960
#> 2 1.456774872 1.37857318 1.32650860 1.28455753 1.270031527 1.280022624
#> 3 -0.343084897 -0.34551521 -0.39390546 -0.44836926 -0.494965298 -0.530126165
#> 4 0.298942148 0.35864421 0.35634587 0.36492662 0.298253529 0.166027911
#> 5 -0.136880105 -0.31681386 -0.31682661 -0.33826844 -0.354597054 -0.369263524
#> 6 0.240008306 0.47704763 0.59777155 0.72432093 0.831084479 0.925871610
#> 7 0.169344250 -0.04546189 -0.07832545 -0.08282374 -0.006156340 0.141768581
#> 8 -1.594428340 -1.72121109 -1.83184004 -1.93436651 -2.058317041 -2.203680854
#> 9 -1.353444658 -1.52105434 -1.72644811 -1.97239402 -2.241494535 -2.535501857
#> 10 -0.581518595 -0.72612912 -0.78653320 -0.84923459 -0.886297644 -0.899859062
#> 11 -0.625240987 -0.81075646 -0.94341992 -1.06361179 -1.190100729 -1.329467296
#> 12 -0.333607716 -0.36867136 -0.30878144 -0.27129766 -0.259552965 -0.276721327
#> 13 -0.842208658 -0.93530907 -1.03358259 -1.15857107 -1.321024709 -1.520335167
#> 14 1.713321241 1.56413800 1.41917051 1.28961937 1.210576096 1.174307497
#> 15 0.308190867 0.33472305 0.20273128 0.10923883 0.060446948 0.046677325
#> 16 1.716335354 1.50326145 1.27831011 1.08398867 0.917475025 0.766278849
#> 17 -0.695455273 -0.83632388 -0.96603040 -1.10742892 -1.230183778 -1.338095784
#> 18 -0.991088833 -1.00746926 -1.14342249 -1.30296763 -1.451073725 -1.587965636
#> 19 -0.280209194 -0.18983248 -0.12086598 -0.09966079 -0.133333709 -0.212560191
#> 20 0.564449287 0.34175710 0.37160041 0.41387685 0.481780346 0.565687514
#> 21 -0.473350337 -0.65828609 -0.81145297 -0.97805696 -1.103260360 -1.187294017
#> 22 -1.086698641 -1.19927066 -1.32141660 -1.46304654 -1.576101148 -1.669321052
#> 23 -0.282560794 -0.31932134 -0.39585486 -0.46106913 -0.514097508 -0.561662848
#> 24 -0.055659678 0.06293894 0.13488363 0.24434053 0.350416332 0.450061837
#> 25 -1.141737043 -1.24792156 -1.29697084 -1.32286201 -1.346293652 -1.373295840
#> 26 -1.346065396 -1.29043929 -1.31338583 -1.32348844 -1.383344644 -1.488449095
#> 27 -1.041905081 -1.05341380 -1.02595744 -1.00111791 -1.018422510 -1.071312848
#> 28 -0.876397068 -0.93930154 -1.01081001 -1.07458527 -1.165091848 -1.283598046
#> 29 -1.074703601 -1.04329380 -1.01561832 -0.98612301 -0.996796424 -1.044718127
#> 30 -1.862021677 -2.01660180 -2.21544598 -2.42917640 -2.678796898 -2.970578301
#> 31 -1.182516387 -1.36743414 -1.56025315 -1.75900332 -1.995138439 -2.281396858
#> 32 -0.068473206 0.07848262 0.10778448 0.09305096 0.108387992 0.159824452
#> 33 -0.162164530 -0.16456140 -0.14473874 -0.13446180 -0.110929850 -0.076437635
#> 34 0.240148136 0.11136816 0.13469425 0.12295355 0.121606211 0.125631168
#> 35 -0.744462008 -0.62762108 -0.56755345 -0.50967275 -0.457698324 -0.405897916
#> 36 -0.730769367 -0.72654807 -0.71679721 -0.68190591 -0.630960811 -0.567475648
#> 37 -0.621337048 -0.70531129 -0.79552608 -0.85987122 -0.893945134 -0.905680953
#> 38 -1.146946898 -1.33478837 -1.49857000 -1.65773701 -1.832808537 -2.027603104
#> 39 -0.240149061 -0.25805485 -0.26639718 -0.25812288 -0.244432179 -0.224249876
#> 40 -1.227789576 -1.30820584 -1.38859566 -1.43445517 -1.491014893 -1.564119849
#> 41 -1.528598849 -1.65997412 -1.78400294 -1.88133057 -1.974816104 -2.071857299
#> 42 -0.994279194 -1.14568951 -1.24900328 -1.33242625 -1.417213783 -1.510862950
#> 43 -1.664081581 -1.84282620 -1.93251864 -2.00717656 -2.083531465 -2.170295969
#> 44 -1.689883300 -2.00786979 -2.25102599 -2.49980041 -2.763381198 -3.049292966
#> 45 -1.361433913 -1.51132440 -1.73854532 -1.96006451 -2.200239802 -2.465025297
#> 46 -1.211375778 -1.12745679 -1.16306202 -1.19929801 -1.250179098 -1.308234910
#> 47 -1.012345720 -1.00147883 -1.03910677 -1.07245501 -1.126011795 -1.194196265
#> 48 -0.955219925 -0.92673462 -0.96805949 -0.99766989 -1.059206216 -1.147326547
#> 49 -0.427550638 -0.36110853 -0.31826763 -0.25797764 -0.215582278 -0.186581960
#> 50 -0.690537316 -0.64189036 -0.64071889 -0.69863035 -0.762749614 -0.831075674
#> 51 -0.669027368 -0.61623904 -0.63714579 -0.72232692 -0.807301302 -0.888961422
#> 52 -0.322002442 -0.28256467 -0.34873479 -0.45918409 -0.541590031 -0.596700873
#> 53 0.003628772 -0.18593040 -0.38653847 -0.61573398 -0.816290751 -0.993036689
#> 54 1.198983801 1.04380743 0.98943943 0.90620945 0.830510469 0.759337530
#> 55 0.624460698 0.58914988 0.59359106 0.56488033 0.512391583 0.442393794
#> 56 0.486748388 0.30271454 0.26486784 0.19352571 0.115135877 0.033167663
#> 57 1.226995082 1.26536141 1.24557732 1.21780986 1.139432830 1.008517630
#> 58 0.412324769 0.38214721 0.30702933 0.20727057 0.063355828 -0.125746927
#> 59 -0.387944236 -0.35391752 -0.47893658 -0.66533066 -0.899938354 -1.183860747
#> 60 -0.624490973 -0.65966226 -1.02994399 -1.41981379 -1.805337581 -2.194367102
#> 61 -0.947673119 -0.88304525 -0.97951442 -1.07567485 -1.182906192 -1.296793041
#> 62 -0.696450235 -0.60305144 -0.74190808 -0.87256045 -0.986648009 -1.084569323
#> 63 -1.947489927 -2.12025508 -2.28167028 -2.44093413 -2.622667281 -2.827757441
#> 64 -1.061241131 -1.20020161 -1.27855119 -1.34266584 -1.406609027 -1.470762462
#> 65 -0.564279741 -0.57878474 -0.78022063 -0.98573783 -1.211478613 -1.459371062
#> 66 0.369145778 0.47303966 0.47596587 0.46235204 0.415700874 0.343221146
#> 67 1.505436005 1.38607994 1.30007065 1.21798054 1.147943475 1.090782434
#> 68 1.220786931 1.18446361 1.27364678 1.35324732 1.424355336 1.487873204
#> 69 -0.271983601 -0.44544360 -0.54886013 -0.68159636 -0.829163277 -0.994337520
#> 70 0.605618715 0.56049488 0.66803125 0.75588955 0.844797255 0.934602675
#> 71 -0.774351852 -0.77863419 -0.73394948 -0.73033854 -0.730424650 -0.731702541
#> 72 -0.385688039 -0.28023960 -0.27469103 -0.29484893 -0.317307084 -0.341999415
#> 73 0.054416738 0.10284669 0.14539885 0.18482926 0.245059522 0.321481560
#> 74 -0.716229825 -0.70965854 -0.66270827 -0.64896429 -0.626764194 -0.596154875
#> 75 -0.062594010 -0.03723389 0.09390780 0.22776162 0.358009205 0.482280913
#> 76 0.117090480 0.07213033 0.06609603 0.05275333 0.050724535 0.055804041
#> 77 -0.254088441 -0.28760580 -0.28144485 -0.28866470 -0.276133727 -0.245490722
#> 78 0.878904182 0.92696610 0.95581078 0.99403239 1.061462225 1.156097451
#> 79 0.292911592 0.40186534 0.46695375 0.53243802 0.603461040 0.682332293
#> 80 0.793115343 0.92828540 1.06023022 1.19435240 1.334806427 1.484359691
#> 81 0.696168271 0.76404097 0.85387772 0.93443384 1.034489438 1.153351787
#> 82 0.564058089 0.61847178 0.67963287 0.72822670 0.769681809 0.806903345
#> 83 0.669130908 0.79550418 0.90175183 1.00082293 1.097307600 1.193562175
#> 84 0.532445542 0.66420796 0.70698061 0.77092153 0.827689000 0.878839873
#> 85 0.451621548 0.52810112 0.57549120 0.61543825 0.641223897 0.653311811
#> 86 2.015747098 2.20028320 2.33529552 2.44419976 2.517566082 2.565192912
#> 87 2.138878105 2.17486821 2.11275275 2.03609565 1.974924340 1.927199477
#> 88 0.790159407 0.83773828 0.83091534 0.79212522 0.748899077 0.704522349
#> 89 1.595737045 1.92982191 2.11813311 2.29616714 2.402309544 2.456755189
#> 90 1.173775979 1.04889099 0.96886427 0.86743575 0.763311928 0.656409531
#> 91 1.376057517 1.37422826 1.28291298 1.22744163 1.197714962 1.187533914
#> 92 1.165722802 1.11776157 1.13589481 1.15739720 1.184908067 1.216429336
#> 93 1.608929369 1.58740631 1.73222520 1.89102866 2.091798700 2.331963223
#> 94 0.800112552 0.94222681 1.05171245 1.17120500 1.321282672 1.501442908
#> 95 2.083705744 2.31065518 2.41454970 2.58604045 2.720706988 2.816827904
#> 96 0.851254504 1.00484644 1.11534728 1.22923331 1.372063215 1.547428341
#> 97 2.474925429 2.68842891 2.86655015 3.03942302 3.235959912 3.459085554
#> 98 1.348698853 1.51588710 1.73042759 1.92758358 2.109672652 2.288518636
#> 99 0.599815365 0.87529179 1.18647296 1.50077831 1.813902309 2.135888358
#> 100 0.470527395 0.69768150 0.86049947 1.03481013 1.223462281 1.431488825
#> 101 1.428717426 1.46145563 1.58358275 1.74713539 1.881281079 1.982731619
#> 102 2.864941381 3.26886324 3.71806307 4.18808481 4.660001629 5.146665834
#> 103 0.762489026 0.73240640 0.75739435 0.81916659 0.929872125 1.090362483
#> 104 -0.702368006 -0.83247438 -0.93635224 -1.03980389 -1.108931380 -1.149736308
#> 105 0.458682892 0.37936064 0.43845195 0.46918762 0.526428286 0.612246427
#> 106 -0.578515753 -0.73345794 -0.87064489 -1.05168364 -1.190934205 -1.292021157
#> 107 1.033185822 1.09507416 1.10748545 1.13630321 1.149675281 1.149748910
#> 108 0.725501727 0.87320641 0.95211870 1.03685199 1.098903898 1.145746624
#> 109 0.728055025 0.76992538 0.75673005 0.75564299 0.743745051 0.722868253
#> 110 0.726799834 0.77510437 0.80914482 0.84557111 0.868485047 0.880385956
#> 111 0.806042451 0.93456208 1.09250898 1.27205273 1.450250415 1.632654115
#> 112 2.037541460 1.95423146 2.00117207 2.11776437 2.276934844 2.469417333
#> 113 0.657078355 0.59350548 0.64953771 0.74234366 0.839959688 0.935353482
#> 114 1.144279874 1.20831639 1.33296047 1.47998719 1.636950357 1.810830773
#> 115 -0.187828382 -0.34394614 -0.33169040 -0.31526098 -0.266550068 -0.190102902
#> 116 -0.850219206 -0.98190827 -1.02378230 -1.06012742 -1.071127155 -1.067205368
#> 117 -0.855225429 -0.96426910 -0.94428961 -0.92067090 -0.883499102 -0.837379004
#> 118 1.712130418 1.71383323 1.77604455 1.93361564 2.133436144 2.365688064
#> 119 -0.103900328 -0.23698384 -0.25202259 -0.23837011 -0.179360159 -0.078614976
#> 120 1.741187972 1.86741396 2.13392456 2.41965435 2.692961373 2.962657923
#> 121 0.498921060 0.67595647 0.82355808 0.97806877 1.139505798 1.317184061
#> 122 1.082080379 1.36469738 1.63048206 1.90708804 2.161878319 2.408729762
#> 123 -0.108564350 -0.11733413 -0.05005337 0.04752325 0.140552300 0.227499993
#> 124 -0.251327803 -0.26240452 -0.25749526 -0.22471822 -0.204944063 -0.196901211
#> 125 0.763128183 0.79250923 0.87768031 1.00691994 1.132658954 1.254456572
#> 126 2.481180145 2.66502951 2.97635741 3.33667600 3.740206439 4.192706185
#> 127 2.386525744 2.66319209 2.97728302 3.29870141 3.644524592 4.026424070
#> 128 1.985770981 2.06550030 2.30502604 2.55669867 2.857785287 3.209285405
#> 129 3.486558128 3.62979505 3.83510369 4.10248036 4.427613308 4.809498020
#> 130 2.537892903 2.65841908 2.90040005 3.17825920 3.495697766 3.856887822
#> 131 0.333006931 0.36852825 0.35033791 0.36774439 0.392465760 0.424984478
#> 132 -0.169594979 -0.08653528 -0.07844431 -0.03484986 -0.007209288 0.009144404
#> 133 0.286284529 0.28228598 0.30128188 0.35982570 0.414187779 0.466110850
#> 134 0.703261593 0.77778291 0.92080625 1.09137577 1.302512073 1.552712723
#> 135 0.612771970 0.79788726 0.96809906 1.16328701 1.378379346 1.618815017
#> 136 1.000715135 1.20110643 1.30956449 1.44804555 1.609702673 1.798518077
#> 137 1.605873500 1.72245502 1.83814530 2.00921104 2.148239633 2.263222339
#> 138 0.959108416 1.11218445 1.24363590 1.42082951 1.562153451 1.676371100
#> 139 0.678679724 0.75908265 0.80240545 0.88929276 0.987682263 1.101211695
#> 0.0428 0.0399 0.0372 0.0347 0.0324 0.0302
#> 1 -0.024510965 -0.36451810 -0.779453102 -1.162922811 -1.605255142 -2.03381643
#> 2 1.293863791 1.30490328 1.279317948 1.232279346 1.270974874 0.88908656
#> 3 -0.564373290 -0.49807310 -0.356241940 -0.333378023 -0.373896387 -0.87941968
#> 4 0.041321170 -0.15965195 -0.432928239 -0.684433843 -1.003544567 -1.56329652
#> 5 -0.386191305 -0.41913174 -0.452749064 -0.433145999 -0.424036590 -0.68583493
#> 6 1.035229598 1.10879920 1.196521861 1.230764366 1.190668007 0.97811632
#> 7 0.282519546 0.52424478 0.841353922 1.140498570 1.504944565 2.24349302
#> 8 -2.363891084 -2.55127164 -2.767252506 -2.955967673 -3.144480274 -3.56085850
#> 9 -2.849658231 -3.13236167 -3.447234531 -3.744190207 -4.031313722 -4.56034071
#> 10 -0.915683504 -0.83877471 -0.729426301 -0.666047907 -0.600813020 -0.51369501
#> 11 -1.497202466 -1.68941806 -1.910632568 -2.048568777 -2.112945725 -2.47151476
#> 12 -0.295092421 -0.38604709 -0.518734470 -0.529215738 -0.601010280 -0.55092096
#> 13 -1.729567518 -2.05093054 -2.425765414 -2.722678733 -3.041015063 -3.29308740
#> 14 1.134888443 1.12012695 1.069572472 1.013286467 0.963778150 0.93235739
#> 15 0.004266041 -0.06354568 -0.119987094 -0.131019615 -0.091488623 -0.15985736
#> 16 0.605988805 0.44456526 0.262867148 0.207183961 0.101580741 -0.14301609
#> 17 -1.457585101 -1.56228836 -1.640433840 -1.716549101 -1.737870295 -1.13927498
#> 18 -1.743605586 -1.87028674 -1.944115654 -2.085227163 -2.219508702 -2.16547666
#> 19 -0.276132930 -0.40927920 -0.558590302 -0.728797975 -0.937594781 -1.13795657
#> 20 0.659408128 0.66770580 0.577768250 0.653466691 0.693670978 0.84445258
#> 21 -1.282072006 -1.26410362 -1.174451892 -1.225408491 -1.171456372 -0.62094697
#> 22 -1.785772380 -1.79704985 -1.776324471 -1.728781431 -1.609240239 -1.63721281
#> 23 -0.619839927 -0.68491967 -0.776072864 -0.781267915 -0.773761063 -0.65928452
#> 24 0.542148948 0.54597193 0.517665647 0.561714832 0.613891091 0.70209733
#> 25 -1.418938724 -1.45337996 -1.524975972 -1.522593563 -1.479189392 -1.60803597
#> 26 -1.603390025 -1.78065083 -2.008053806 -2.200748981 -2.409882573 -2.97098617
#> 27 -1.118514777 -1.22043232 -1.346727994 -1.478974424 -1.650872586 -1.73831010
#> 28 -1.411767151 -1.56943352 -1.782095694 -1.929883690 -2.097288901 -2.17008641
#> 29 -1.093567253 -1.20480602 -1.370579226 -1.493302875 -1.608356912 -1.66797007
#> 30 -3.296200330 -3.67304216 -4.126615487 -4.436808978 -4.715509495 -5.09668807
#> 31 -2.601488256 -3.10084588 -3.768235480 -4.146301003 -4.480879797 -5.28590285
#> 32 0.223006328 0.37286987 0.664659572 0.778444950 0.918279369 0.99363411
#> 33 -0.041220364 0.03475135 0.117840483 0.215473837 0.315481818 0.40477231
#> 34 0.135019160 0.11061109 0.047763180 0.070399350 0.120457280 -0.06824047
#> 35 -0.348634282 -0.31374846 -0.248500268 -0.240366827 -0.284474510 -0.67076413
#> 36 -0.511501282 -0.43444671 -0.359985074 -0.261638994 -0.166628730 -0.08444370
#> 37 -0.933160517 -0.96647139 -1.032884252 -1.036400240 -1.022780951 -0.86743724
#> 38 -2.245664354 -2.54397095 -2.871914717 -3.109126711 -3.365289025 -3.25834250
#> 39 -0.201697694 -0.18778021 -0.174329233 -0.182506942 -0.188031144 -0.19338425
#> 40 -1.658424970 -1.79129521 -1.996127246 -2.084105580 -2.158750149 -2.25625746
#> 41 -2.195652962 -2.38382563 -2.628521043 -2.762077589 -2.882756263 -3.01928819
#> 42 -1.624844033 -1.77353893 -1.992763028 -2.092289204 -2.167703784 -2.14660535
#> 43 -2.281165705 -2.49039100 -2.780418165 -2.908548023 -2.995417860 -3.22457668
#> 44 -3.361801284 -3.67433388 -4.043173747 -4.289460313 -4.541846564 -4.88252279
#> 45 -2.759905636 -3.06755792 -3.412868145 -3.655938067 -3.898856453 -4.37057591
#> 46 -1.367739533 -1.35760500 -1.304980080 -1.377766013 -1.425317518 -1.14443276
#> 47 -1.263293570 -1.33998927 -1.404915622 -1.531612467 -1.734320243 -1.90786631
#> 48 -1.239691453 -1.33083900 -1.422088860 -1.551228929 -1.752577440 -2.00473755
#> 49 -0.151263045 -0.08119349 -0.005153536 0.028973321 0.001150162 -0.02905210
#> 50 -0.902826324 -1.00526901 -1.067704964 -1.157493132 -1.248236607 -1.28267984
#> 51 -0.975010725 -1.06340404 -1.087530405 -1.182542467 -1.268221153 -1.20217431
#> 52 -0.661777251 -0.74011134 -0.732764343 -0.788817199 -0.852592866 -0.67876869
#> 53 -1.188136885 -1.35139247 -1.490655949 -1.659383919 -1.727041552 -1.75826018
#> 54 0.697014490 0.60060876 0.476200900 0.389115576 0.303691296 0.16563659
#> 55 0.387020144 0.32579053 0.280332001 0.190032634 0.088720953 0.05291527
#> 56 -0.038627695 -0.13018713 -0.219918029 -0.342348186 -0.472208645 -0.75881191
#> 57 0.882877072 0.71254616 0.449259604 0.329321532 0.107397546 0.01392250
#> 58 -0.317417994 -0.60788196 -0.972747618 -1.221126782 -1.563898177 -1.93484980
#> 59 -1.481185958 -1.81167535 -2.209089227 -2.535941991 -2.887498578 -3.05221046
#> 60 -2.632779225 -3.11467158 -3.607136430 -4.068963237 -4.444266986 -4.92995879
#> 61 -1.423866136 -1.54544603 -1.620571168 -1.780328233 -1.910843916 -2.12875479
#> 62 -1.201269143 -1.29539478 -1.336810058 -1.458914821 -1.532362487 -1.60016903
#> 63 -3.055630930 -3.23113428 -3.424409459 -3.602223720 -3.734165229 -4.05904729
#> 64 -1.547395949 -1.57140350 -1.567369495 -1.594851364 -1.583321524 -1.80121777
#> 65 -1.733272982 -2.00042426 -2.253634222 -2.478644589 -2.757386573 -3.10064015
#> 66 0.282620807 0.26535857 0.269036593 0.195613044 0.058377694 -0.20060345
#> 67 1.040539743 0.99519514 0.940380001 0.828022007 0.722645195 0.93439213
#> 68 1.565892463 1.57830126 1.591644393 1.647252562 1.667847747 1.96615893
#> 69 -1.164957424 -1.29325049 -1.472398197 -1.609214165 -1.779984490 -1.65711734
#> 70 1.038728605 1.12551189 1.194248768 1.283264890 1.375577909 1.49281753
#> 71 -0.728133002 -0.67720659 -0.581179040 -0.520220144 -0.458582243 -0.38463597
#> 72 -0.373753946 -0.44267734 -0.479333123 -0.508023083 -0.559258100 -0.74835859
#> 73 0.392934701 0.50667342 0.657139368 0.828225926 1.023985952 1.24275706
#> 74 -0.564978933 -0.55951771 -0.527877353 -0.498747389 -0.440053332 -0.57673382
#> 75 0.608022055 0.77972794 0.962538587 1.200805247 1.436585970 1.75215626
#> 76 0.055507413 0.11074150 0.165493602 0.252142524 0.362696581 0.68992434
#> 77 -0.218863436 -0.14311047 -0.031035021 0.049603821 0.158104719 0.05009157
#> 78 1.256695207 1.37127526 1.509262328 1.625432378 1.761538286 1.72619083
#> 79 0.767052359 0.83549114 0.936455402 1.003846948 1.098044992 1.09521248
#> 80 1.648516034 1.84243389 2.064525598 2.233094830 2.439019046 2.72387952
#> 81 1.283584894 1.43818372 1.622830183 1.784655206 1.984123518 2.17083568
#> 82 0.858913091 0.94329166 1.022694869 1.074815066 1.123714016 1.11461190
#> 83 1.302469028 1.39699187 1.510474657 1.607110070 1.700468557 1.69466107
#> 84 0.926984661 1.07153893 1.229829084 1.331110979 1.474326824 1.61452442
#> 85 0.670468289 0.76140774 0.832969628 0.897452092 0.990542855 1.07942675
#> 86 2.642508527 2.66761292 2.693545704 2.672721863 2.604604278 2.45292529
#> 87 1.890127671 1.84487570 1.793951905 1.739180107 1.643252838 1.58155110
#> 88 0.666464631 0.71532570 0.797909667 0.798038075 0.817432416 0.85137312
#> 89 2.538695788 2.73401138 3.019835397 3.119966473 3.163145429 3.24115603
#> 90 0.547721777 0.43558213 0.335615993 0.216255699 0.086771937 0.30687550
#> 91 1.165923618 1.07810381 1.000917062 1.011412274 1.030694417 0.96987153
#> 92 1.258145854 1.37488872 1.506632353 1.679235585 1.854854272 2.19030720
#> 93 2.594208239 2.96581102 3.378042395 3.769870352 4.292441650 4.90416194
#> 94 1.678976971 1.80059701 1.987582124 2.156092913 2.464473175 2.87457780
#> 95 2.911930343 3.03978958 3.173669287 3.399278194 3.574496506 3.87734495
#> 96 1.739499433 2.09116156 2.553648526 2.860788737 3.201410548 3.73031371
#> 97 3.712698055 4.11273685 4.647330128 5.072316581 5.526164984 6.85065692
#> 98 2.502558374 2.75350256 3.095458340 3.314454389 3.525066324 4.16279100
#> 99 2.489449166 3.02847200 3.679180793 4.160354487 4.712823833 5.78300696
#> 100 1.645464404 1.92043484 2.298632401 2.550480034 2.912595134 3.53511828
#> 101 2.092991172 2.07434449 1.990916358 2.094308842 2.109341602 2.03887476
#> 102 5.681818209 6.36371169 7.243062066 7.934229808 8.679956604 10.38488719
#> 103 1.252852791 1.44930241 1.739544193 1.928730974 2.150617268 2.61664000
#> 104 -1.210642553 -1.28473132 -1.343597257 -1.391758807 -1.423641500 -1.31381679
#> 105 0.715147947 0.82791772 0.993176667 1.083792024 1.238120762 1.47526739
#> 106 -1.409564442 -1.51717729 -1.540645186 -1.621903138 -1.639965158 -1.18513756
#> 107 1.167767718 1.16936331 1.126836150 1.093915470 1.019694891 1.07281143
#> 108 1.216023522 1.31241067 1.429195626 1.480441755 1.479624182 1.44911922
#> 109 0.714469452 0.72175403 0.709510695 0.684552176 0.655899005 0.82485043
#> 110 0.907553018 0.91174538 0.903853875 0.899051138 0.896987271 0.90994266
#> 111 1.840544124 2.02357185 2.220582219 2.374081023 2.455837833 2.48131571
#> 112 2.677277926 2.84566437 2.948423645 3.170049543 3.353042008 2.87833739
#> 113 1.037040456 1.03199912 0.936179619 1.008515797 1.007677205 0.61699119
#> 114 2.010093759 2.21738609 2.513314990 2.708628652 2.880636219 2.79096492
#> 115 -0.107204941 -0.04945941 0.016311579 0.127149824 0.259827565 0.53164157
#> 116 -1.075875745 -1.12117456 -1.231168836 -1.211303198 -1.108128300 -0.78382777
#> 117 -0.792421600 -0.81609377 -0.887019045 -0.871454091 -0.802848477 -0.67572650
#> 118 2.605575362 2.89972037 3.090483836 3.368171130 3.685159987 3.93939730
#> 119 0.023842330 0.17896390 0.343437818 0.472911080 0.696613399 1.09108520
#> 120 3.281863527 3.64733369 3.980899829 4.248831728 4.440550436 4.19661492
#> 121 1.519535726 1.77191388 2.059649458 2.195012670 2.321949843 2.61041364
#> 122 2.694887684 2.99047454 3.306834715 3.498800613 3.633644754 4.05252116
#> 123 0.320356890 0.42037695 0.460961186 0.555322488 0.660504203 0.58530374
#> 124 -0.189655201 -0.21686892 -0.264237520 -0.297793434 -0.339994739 -0.83038701
#> 125 1.386169087 1.50868729 1.597638351 1.729351070 1.877388458 1.77580088
#> 126 4.693927180 5.24239486 5.831425124 6.300776116 6.806180985 7.13510299
#> 127 4.463748266 4.98378305 5.616263593 6.060072535 6.494040595 7.13519039
#> 128 3.601708848 4.08573758 4.616594682 5.061774909 5.580135230 6.12936039
#> 129 5.234552507 5.74814871 6.261379741 6.710325943 7.207027100 7.88833605
#> 130 4.263120591 4.70839889 5.179615483 5.560168796 5.978038495 6.21954319
#> 131 0.458548186 0.51676844 0.580417468 0.607214492 0.650126802 0.66213888
#> 132 0.026082324 0.02909894 0.033969590 -0.003297706 -0.055178020 -0.31209905
#> 133 0.528435634 0.60689511 0.657230887 0.692387111 0.702608300 0.65729932
#> 134 1.820157532 2.08247608 2.362709107 2.619522455 2.921908899 3.50470983
#> 135 1.878553676 2.14662707 2.477660844 2.713327530 2.959521813 3.35733901
#> 136 2.002151990 2.23473738 2.516277566 2.697451673 2.904098633 3.24821725
#> 137 2.405352641 2.52261845 2.596109861 2.637386041 2.583628335 2.54962121
#> 138 1.814977353 1.98923529 2.143252096 2.244686729 2.280267473 2.52066755
#> 139 1.223440969 1.42117168 1.652630503 1.788717838 1.913895914 2.31579818
#> 0.0281 0.0262 0.0245 0.0228 0.0213 0.0199
#> 1 -2.17063222 -2.632338985 -4.20078673 -4.29521561 -4.26860052 -6.257721115
#> 2 0.58889731 0.114723575 -1.00105511 -1.09650578 -1.43258273 -2.036515677
#> 3 -1.07349766 -1.506768789 -2.82309717 -3.46019523 -4.84977061 -7.248914591
#> 4 -1.50625850 -1.088152592 -0.69485675 -0.68196762 -0.81158035 -1.197228447
#> 5 -0.74286232 -1.391125995 -3.44464497 -3.73266093 -4.67342404 -11.516410666
#> 6 1.02421478 0.981323974 0.82873274 0.67722104 0.48894294 -0.014089804
#> 7 2.32349730 2.173486116 1.73802843 1.72330932 0.98029440 -1.565346749
#> 8 -3.69570734 -3.991957014 -3.89010982 -3.99375886 -4.46773186 -5.469074761
#> 9 -4.82302009 -5.014047839 -5.14945818 -5.55333724 -7.39354873 -9.678602114
#> 10 -0.58784361 -0.962943176 -1.85101451 -2.01068286 -2.78792053 -2.708774668
#> 11 -2.56778262 -2.119203192 -1.27388815 -1.25224217 -2.62233739 -3.875626281
#> 12 -0.41194109 -0.041194155 0.37723295 0.36730231 0.43839017 0.181297161
#> 13 -3.38400849 -3.391851292 -4.20009843 -4.47706666 -6.72788469 -10.779420986
#> 14 0.66690596 0.152075650 -0.53614637 -0.76379549 -0.73463330 -0.431832955
#> 15 -0.28785703 -0.570756067 0.80388388 0.47225257 0.31730176 -0.458533626
#> 16 -0.33324357 -0.652852414 -1.28193994 -1.31898379 -0.39571051 -1.639108671
#> 17 -1.06894308 -1.276528606 -2.17195495 -2.24623048 -3.15122102 -4.444754624
#> 18 -2.24735163 -2.851514334 -2.02269363 -2.00050287 -1.48791045 -1.051462596
#> 19 -1.09360168 -1.020121148 -1.40964838 -1.24273607 -0.35742455 -1.482557731
#> 20 0.82669096 0.811425181 -0.68772471 -0.93941329 -0.59076781 -0.715477875
#> 21 -0.65654119 -0.885228240 -2.17258051 -2.08669461 -1.04142577 -2.086522024
#> 22 -1.70002268 -1.325031176 -1.14469228 -1.27234135 -1.64710902 -1.726812513
#> 23 -0.71775895 -0.873630679 -0.13228036 -0.10027419 -0.27878888 0.207840944
#> 24 0.79093774 1.032387476 -0.23862616 0.03088204 0.76219309 -0.131261003
#> 25 -1.71488610 -1.588896196 -1.65234391 -1.68186190 -1.25149537 -3.942890052
#> 26 -3.06211966 -2.889445246 -2.04810664 -2.00255168 -2.01721302 -4.815733683
#> 27 -1.71573625 -1.682311062 -2.51818470 -2.51358828 -2.95801682 -5.099146295
#> 28 -2.19201932 -2.139888465 -2.12106290 -2.14318715 -2.06199026 -3.836196156
#> 29 -1.58367556 -1.728840887 -2.86191015 -2.79308179 -2.86855058 -8.744079561
#> 30 -5.21839913 -5.348316727 -6.03493873 -6.28221447 -8.31354785 -13.860884370
#> 31 -5.50288678 -5.582050886 -4.52372360 -4.48432181 -5.97484283 -7.590771524
#> 32 0.94211255 0.807404322 0.01375903 -0.11988867 -0.26995993 -0.001337571
#> 33 0.38918093 0.752607922 1.62090471 1.52403601 1.17783512 0.255977420
#> 34 -0.07645943 0.196130923 1.17750641 1.33422205 1.36985328 0.454279167
#> 35 -0.77978809 -0.675066650 -1.18415350 -1.57985249 -1.72830784 -3.534649892
#> 36 -0.07378016 -0.235499252 -1.78433029 -1.96538776 -1.98238995 -0.263740991
#> 37 -0.94409994 -1.427275483 -3.27082122 -3.63311643 -4.17655160 -4.186680885
#> 38 -3.26692676 -3.423011069 -4.42593355 -4.85898909 -6.81604255 -7.553031694
#> 39 -0.20930378 -0.255083643 -0.27149049 -0.27001152 -0.77341304 -0.505159305
#> 40 -2.24272204 -2.046161401 -1.86588229 -2.01605798 -2.97333604 -4.144559130
#> 41 -3.10243048 -3.367268033 -4.35684553 -4.60310634 -5.88004789 -8.214230116
#> 42 -2.14888580 -2.063323848 -2.16695468 -2.25752663 -2.98567107 -4.348397939
#> 43 -3.31772587 -3.554064855 -4.25448600 -4.21003871 -5.14954768 -8.240756345
#> 44 -5.06366016 -5.566513289 -7.02782904 -7.42279692 -8.55868908 -11.213685524
#> 45 -4.56306153 -4.599688146 -3.96742403 -4.29769238 -5.27546329 -5.067139530
#> 46 -1.07368136 -1.056552864 -0.19108785 -0.30457442 0.00955513 -3.180768863
#> 47 -1.96939518 -2.129741832 -3.51810478 -3.81660547 -4.46593047 -5.432630648
#> 48 -2.02049926 -1.965204457 -2.16794816 -2.37075150 -2.80781330 -2.507212037
#> 49 0.04047470 0.290182483 0.05422599 0.05417795 0.74797547 1.636367651
#> 50 -1.29069065 -1.343258063 -2.12711134 -2.29328193 -3.94737113 -6.306233750
#> 51 -1.20907232 -1.431359351 -2.38324106 -2.58067985 -4.49420400 -8.528824740
#> 52 -0.75489044 -0.770084052 -1.86577225 -2.14985841 -3.97792033 -5.940228038
#> 53 -1.89793837 -1.990514518 -0.48931625 -0.38205545 -0.62026585 0.492357638
#> 54 0.06911821 -0.006092463 -0.42935346 -0.42962222 -0.94226273 0.402060497
#> 55 0.11962977 0.006231934 0.06564282 0.22186248 0.47892015 0.325542348
#> 56 -0.83476478 -1.047141202 -0.68235233 -0.75571647 -1.26391900 -2.386923504
#> 57 0.13750078 -0.444534091 -1.15771091 -1.22397184 -1.34895834 -3.989354572
#> 58 -2.00444014 -2.142703892 -2.40842034 -2.53039803 -2.89249786 -2.149981342
#> 59 -3.05596620 -3.180704568 -4.73782908 -5.25914233 -7.87072584 -17.816210964
#> 60 -5.25380332 -5.851925414 -8.32191452 -8.80567107 -11.21050784 -15.021372677
#> 61 -2.20465834 -2.336967381 -2.65346822 -2.62049992 -2.63182365 -4.099842911
#> 62 -1.77565701 -2.049340080 -2.73938893 -2.68381210 -2.59633078 -1.253666405
#> 63 -4.17133145 -4.549809523 -4.19385146 -4.02299740 -3.34725298 -4.374092926
#> 64 -1.83755981 -1.622207430 -1.27819786 -1.19162618 -0.87231972 -0.245487305
#> 65 -3.28418736 -3.224396997 -0.39778547 -0.70317773 -1.28304147 0.381238115
#> 66 -0.28572484 -0.178767391 -1.10735830 -1.06237679 -1.06738251 -0.311031829
#> 67 0.94535715 0.637131450 1.28195108 1.15336090 1.03319733 0.381057945
#> 68 2.19363850 2.014015199 2.79465793 2.99703853 4.21430203 5.127524215
#> 69 -1.60488199 -1.549307064 -2.35413847 -2.74779332 -2.44374775 -1.508977683
#> 70 1.62457894 1.810343101 1.32378454 1.27219736 2.29234431 4.218445851
#> 71 -0.30348561 -0.189069710 0.55430307 0.74137646 1.36620283 1.206461066
#> 72 -0.78885149 -0.861360631 -0.06699742 -0.27292393 -0.14474019 0.520776102
#> 73 1.31782843 1.794300759 3.23964968 3.39616414 3.32646029 3.601001175
#> 74 -0.61950433 -0.489677552 1.22079093 1.62906529 2.28276847 2.295264565
#> 75 1.98843738 1.615239513 2.58282188 3.18322186 4.29314283 4.904722401
#> 76 0.76061808 1.086868387 2.85943713 2.83001057 3.64158643 6.622031759
#> 77 0.02597110 -0.067274238 -0.73151720 -0.79030363 -0.80418210 -0.761815982
#> 78 1.69304381 1.912771469 4.35894469 4.53738600 4.94685685 7.307615177
#> 79 1.14144832 1.385239669 1.70867044 1.94917302 1.70568774 2.414839748
#> 80 2.90573819 3.471311321 4.85336660 5.28413824 5.90479995 8.810610233
#> 81 2.24221259 2.564093752 3.28990705 3.61339053 3.93369212 6.256512119
#> 82 1.19383760 1.436534875 3.12362548 3.32349588 3.32675092 4.392484282
#> 83 1.74089357 2.132830655 1.92441396 2.11467120 1.93318869 1.748512863
#> 84 1.76312603 2.310998022 3.73576787 3.91798231 3.52755031 5.770798463
#> 85 1.20331684 1.221837056 0.24279127 0.41170705 0.21725657 0.639084073
#> 86 2.59949438 3.130220779 3.88060520 3.95243222 4.27707560 9.299849641
#> 87 1.45351003 1.570467991 2.07645130 2.11715852 2.28450422 0.086888426
#> 88 0.88443811 1.096616537 1.04862701 1.13870201 1.48328408 2.179133740
#> 89 3.71640437 4.626413720 9.73044652 10.18377041 11.53395106 17.557346986
#> 90 0.38231734 0.766305187 2.20411557 2.24350509 2.53665836 3.988526260
#> 91 0.92112030 1.220331413 1.01975468 0.95223929 1.71085092 2.067700725
#> 92 2.42267620 3.189252040 1.00285378 1.25756264 1.88240912 2.945812324
#> 93 5.19642700 6.385778775 9.36602956 10.21967767 12.71089338 15.609341224
#> 94 3.08702408 3.829883341 2.98948229 3.46803761 3.84704102 5.677937322
#> 95 4.24144101 4.826783338 8.20528382 8.73211869 10.29550584 18.463957479
#> 96 3.89722128 4.067281548 4.19185314 4.17247525 3.84677039 10.140653409
#> 97 7.35464278 8.295077778 7.59330264 8.03693343 7.92817206 11.330966749
#> 98 4.51835675 4.494988024 5.87446183 6.18770367 6.47692752 5.134823797
#> 99 6.33142033 7.094890701 8.24021165 8.55150028 9.47606324 11.332265753
#> 100 3.85949990 4.572552192 4.54679410 4.75395721 4.71483725 2.923827399
#> 101 2.24892542 2.601074726 1.77135149 1.94389288 1.00199952 1.260581765
#> 102 11.23896042 13.517004063 15.92743653 16.86616503 18.13754264 26.822776640
#> 103 2.70765094 2.256457718 1.74283207 1.73807552 1.64241212 3.689807002
#> 104 -1.42401555 -1.492552699 -2.69972980 -3.07432178 -2.54073805 -3.885289879
#> 105 1.51482148 1.587635662 2.20229905 2.52239689 3.27816700 3.890622273
#> 106 -1.22040108 -1.387048771 -1.88233088 -1.94712285 -1.86845047 -2.545111143
#> 107 1.09427873 1.208665836 2.17846624 2.09184144 1.69207932 2.764338961
#> 108 1.50448413 1.734234237 2.49636921 2.39782504 1.64553766 1.656613227
#> 109 0.87063896 0.920544766 1.54480243 1.61692417 0.93090563 2.009487199
#> 110 0.96626975 1.252416256 2.15891514 2.26644952 1.51104284 2.530906731
#> 111 2.56987838 2.671969024 2.66753186 2.56863910 2.58336560 2.923966670
#> 112 2.70922814 2.776724701 4.09850272 3.91550301 5.22183932 5.239224400
#> 113 0.57706924 0.735155836 0.95073146 0.73574720 0.59103231 0.918452840
#> 114 2.81144179 2.821000317 3.30323820 3.50623633 4.53733564 6.765137474
#> 115 0.53518465 0.441007712 -0.35315474 -0.13118416 0.05747878 -0.092921333
#> 116 -0.73664443 -0.894681716 -1.43886259 -1.17873005 -0.76760740 0.363578731
#> 117 -0.64353624 -0.968423339 -1.05563263 -0.63982934 -0.00361781 0.232360148
#> 118 4.02299370 4.438946238 4.48702654 4.64204596 5.67334542 4.928101834
#> 119 1.14065601 0.850651945 0.80625872 1.01241636 0.75699085 0.966837832
#> 120 4.27634120 4.773854340 5.18432814 5.23359983 6.58949580 9.271117950
#> 121 2.74266475 3.119008353 3.04802831 2.83450619 2.59653395 5.435236243
#> 122 4.35114009 5.040727768 5.06989383 5.10884483 5.32751607 9.091274796
#> 123 0.65711920 0.871521847 0.97538538 1.01472832 1.12709922 1.180859146
#> 124 -0.90627231 -0.998646332 -0.96943282 -0.97112506 -1.26826969 -0.396081664
#> 125 1.86069578 2.261284178 3.88673241 4.02817559 4.60675986 10.056009016
#> 126 7.34565938 7.781980791 7.83883063 8.26149414 10.05158315 16.008934434
#> 127 7.44677234 7.756233297 6.57444898 6.82870911 7.38486942 11.733725152
#> 128 6.30927571 6.436950976 5.24354412 5.73857940 6.55259196 10.480752295
#> 129 8.12349935 8.535235214 9.44634077 9.92367171 12.03769652 15.748127131
#> 130 6.36043883 6.741209902 7.03424296 7.43579655 8.56650007 13.144525746
#> 131 0.66180080 0.681104374 1.76951830 1.82512489 1.93992754 3.012077185
#> 132 -0.32402312 -0.111016880 1.21868916 1.31378176 1.19806242 1.349539206
#> 133 0.67906722 0.618159733 1.08214212 1.15166113 1.42613877 2.712432984
#> 134 3.66826845 3.715056149 3.09051862 3.52154311 4.43673469 7.415707084
#> 135 3.54637345 3.688163523 3.46642728 3.71551294 4.15596335 6.433373563
#> 136 3.37621257 3.579858048 4.35113674 4.63787428 5.46749808 8.631085542
#> 137 2.67585775 2.826776339 3.52608768 3.62408307 4.08671872 2.130361100
#> 138 2.78333852 3.299771750 5.12329967 5.17967130 5.53690384 7.811043966
#> 139 2.47047604 2.575626724 3.05560577 2.85886811 2.28639103 3.270737849
#> 0.0185 0.0173 0.0161 0.0150 0.0140
#> 1 -6.88419585 -7.05191691 -12.36183407 -12.42376372 -1.260687e+01
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#> 13 -11.74555720 -11.69955868 -15.43836416 -15.72104802 -1.614594e+01
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#> 23 0.28059772 0.39335923 0.39282682 0.22344342 1.946634e-04
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#> 25 -3.77990777 -3.72733795 -5.09657046 -4.93938524 -4.737248e+00
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#> 27 -5.40435251 -5.41555907 -6.56274594 -6.42228133 -6.293534e+00
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#> 30 -14.93737589 -14.92650591 -19.08697386 -19.26096478 -1.963022e+01
#> 31 -8.21322094 -8.05914552 -10.31884990 -10.36174889 -1.044836e+01
#> 32 0.19931379 0.27040123 1.01100335 0.93446484 8.278083e-01
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#> 38 -8.30797562 -8.35945887 -9.23507370 -8.88330679 -8.512222e+00
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#> 49 1.92850479 1.94030329 1.94617975 1.90976056 1.866039e+00
#> 50 -7.24518312 -7.35176124 -9.08000511 -9.21502536 -9.389519e+00
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#> 52 -6.92212348 -7.01077844 -9.90965164 -9.95322664 -1.006570e+01
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#> 54 0.13807473 0.03564398 -0.15173394 -0.17756077 -2.057471e-01
#> 55 0.45700303 0.48160490 0.61526938 0.51134736 4.111010e-01
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#> 58 -2.25056696 -2.24296757 -2.91108494 -2.88745728 -2.870438e+00
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#> 65 0.41657408 0.45555903 0.22818487 0.26113991 3.016464e-01
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#> 67 0.69325300 0.88809122 1.06280598 1.16776921 1.324466e+00
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#> 69 -1.18656244 -1.16392479 -0.05485527 -0.07948888 -1.382538e-01
#> 70 4.96166870 4.98220447 3.36594507 3.23164317 3.045460e+00
#> 71 1.33337666 1.30714132 0.76642011 0.92721318 1.123067e+00
#> 72 0.70088880 0.69663309 0.25673585 0.33661337 4.328911e-01
#> 73 3.63264915 3.62127749 5.40394328 5.77801431 6.219273e+00
#> 74 2.45640377 2.56245299 2.34876938 2.27850697 2.206889e+00
#> 75 5.11194993 5.07114226 12.22684340 12.41635422 1.272986e+01
#> 76 7.73013333 8.03606871 16.32475654 16.08338725 1.589048e+01
#> 77 -0.89796292 -0.97121569 -1.10649418 -0.99772262 -8.649134e-01
#> 78 7.69019198 7.72810065 10.07425110 10.40260789 1.086039e+01
#> 79 2.37506404 2.46160988 6.36883667 6.72322997 7.210713e+00
#> 80 9.08786025 9.06310513 10.31111249 10.39318271 1.056636e+01
#> 81 6.41240314 6.39966476 7.05078196 7.01757758 7.029130e+00
#> 82 4.80767087 5.05449859 8.17443374 8.07703061 8.039642e+00
#> 83 1.65804803 1.68018987 1.29345719 1.46094265 1.666047e+00
#> 84 5.69690099 5.64642583 6.77939192 6.45462151 6.075091e+00
#> 85 0.50786192 0.48695301 0.76610111 0.85629952 9.709460e-01
#> 86 9.76684065 9.74518451 14.03673729 14.09104817 1.424763e+01
#> 87 0.09311692 0.19220115 0.97420447 1.19086017 1.470870e+00
#> 88 2.22925451 2.19527816 5.57443941 5.43596411 5.302605e+00
#> 89 18.46104333 18.39905147 27.57067642 27.67083472 2.797938e+01
#> 90 4.18328122 4.17345608 5.34303241 5.50190506 5.700579e+00
#> 91 2.47584884 2.43442207 1.96758847 1.94217611 1.951168e+00
#> 92 3.19319117 3.19874562 3.61233604 3.45380795 3.325197e+00
#> 93 16.71079752 16.63235848 14.42512808 14.92452052 1.561101e+01
#> 94 5.89124285 5.87680097 4.66002533 4.43425822 4.197120e+00
#> 95 19.62178497 19.65185829 33.32662720 33.44184382 3.377720e+01
#> 96 10.71615318 10.70290639 15.91210913 15.76346627 1.568717e+01
#> 97 11.73391913 11.80541768 22.95038527 22.83028944 2.283317e+01
#> 98 5.44610220 5.39423986 9.57597610 9.77189688 1.007914e+01
#> 99 12.20506106 12.16174025 19.56539824 19.29345102 1.910987e+01
#> 100 2.95917703 2.91747944 7.51646552 7.63312452 7.838979e+00
#> 101 0.94718335 0.96540617 2.38293777 2.27616738 2.089793e+00
#> 102 27.99262462 27.96794554 47.75309449 47.91532597 4.843816e+01
#> 103 3.86409279 3.83101109 10.95969368 11.24336471 1.162019e+01
#> 104 -3.66646958 -3.68757809 -2.74859009 -2.88580198 -3.077891e+00
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#> 106 -2.68362572 -2.75871686 -1.62481627 -1.77209081 -1.946192e+00
#> 107 2.83306493 2.80502125 2.86288067 3.01846184 3.229225e+00
#> 108 1.49897012 1.42081601 1.73152724 1.58391513 1.428808e+00
#> 109 1.81776872 1.76685730 -0.01962684 -0.04115329 -7.042028e-02
#> 110 2.31545263 2.23547235 2.72391705 2.85559021 3.008958e+00
#> 111 3.05401768 2.98562656 4.27295160 4.26280942 4.305810e+00
#> 112 6.24478443 6.34882385 7.43648668 7.39661287 7.422374e+00
#> 113 1.13518313 1.19078011 1.65960678 1.69838204 1.812962e+00
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#> 115 -0.25708110 -0.28130687 1.32445743 1.27258293 1.185988e+00
#> 116 0.38609042 0.42200428 0.99545297 0.98406451 9.775858e-01
#> 117 0.21822495 0.24264884 0.04181191 0.14894526 2.723470e-01
#> 118 5.36694257 5.44324046 2.90178580 2.70265379 2.531901e+00
#> 119 0.80938447 0.78622285 1.42797409 1.57832917 1.821009e+00
#> 120 10.30342825 10.41999196 13.86805237 13.97244610 1.424098e+01
#> 121 5.64155350 5.61301216 7.27297026 7.31307358 7.434476e+00
#> 122 9.53191604 9.58205145 14.40558466 14.23869690 1.417791e+01
#> 123 1.45877458 1.58221819 5.02509242 5.03050688 5.050278e+00
#> 124 -0.46739756 -0.45772729 0.36542062 0.39374231 4.482104e-01
#> 125 10.93144913 11.01583166 16.96135987 16.88093663 1.689898e+01
#> 126 17.05642998 17.05793809 26.03756487 25.96495517 2.610010e+01
#> 127 12.18600679 12.07105517 20.81056320 20.65436746 2.069026e+01
#> 128 10.78205497 10.68296949 20.39621784 20.35930254 2.049260e+01
#> 129 16.62238179 16.50930062 22.34677430 22.75925212 2.341072e+01
#> 130 13.77191878 13.74018283 22.12741253 22.04006784 2.214832e+01
#> 131 3.17300312 3.16742351 5.66407366 5.64177793 5.643140e+00
#> 132 1.27749285 1.27923271 1.92985744 1.96188179 1.988650e+00
#> 133 2.85816487 2.83216416 4.54862797 4.60456295 4.691295e+00
#> 134 7.85863767 7.93797149 13.42267275 13.40691574 1.350384e+01
#> 135 6.67910771 6.66222344 10.93611976 10.83258963 1.080068e+01
#> 136 9.03498573 9.01660988 12.20390384 12.12230932 1.210298e+01
#> 137 2.16263110 2.09187028 0.38420550 0.28798051 1.941888e-01
#> 138 8.31501994 8.32345479 10.69693182 10.77748419 1.093870e+01
#> 139 3.43882218 3.44897994 5.76034402 5.66039542 5.539298e+00
#> 0.0131 0.0122 0.0114 0.0106 0.0099
#> 1 -13.271507433 -13.34975075 -14.04403877 -14.04481352 -14.04557981
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#> 37 -3.186306791 -3.13155033 -2.90994633 -2.91010209 -2.91025617
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#> 48 -5.351569559 -5.41142528 -6.51762587 -6.51797630 -6.51832292
#> 49 1.774141670 1.74147135 1.42421176 1.42426660 1.42432083
#> 50 -9.049628017 -9.16052163 -9.99444270 -9.99499760 -9.99554643
#> 51 -12.787142845 -12.81218081 -13.92181369 -13.92260329 -13.92338426
#> 52 -10.823923475 -10.90989372 -11.16798264 -11.16863247 -11.16927519
#> 53 -1.491927772 -1.59943450 -0.84112940 -0.84111994 -0.84111060
#> 54 -0.179825881 -0.19414765 -0.17225847 -0.17225190 -0.17224539
#> 55 0.673750069 0.62437639 0.38705739 0.38708752 0.38711733
#> 56 -3.583604826 -3.63816351 -3.65275451 -3.65288996 -3.65302392
#> 57 -5.159224533 -5.20116114 -7.49859041 -7.49901004 -7.49942509
#> 58 -2.731034841 -2.73325564 -3.30301985 -3.30319492 -3.30336808
#> 59 -38.517103239 -38.98503216 -47.56658785 -47.56951251 -47.57240524
#> 60 -29.013647460 -29.32647737 -33.01541937 -33.01727470 -33.01910978
#> 61 -7.029871902 -7.04956408 -8.15775354 -8.15822442 -8.15869017
#> 62 -3.672468219 -3.77275551 -3.72455742 -3.72467769 -3.72479665
#> 63 -5.165357338 -5.05299453 -6.06274264 -6.06297794 -6.06321066
#> 64 -0.418362091 -0.29991958 -0.53575656 -0.53576259 -0.53576855
#> 65 0.729519646 0.75001627 0.54250450 0.54250979 0.54251501
#> 66 -0.993848270 -1.00553247 -0.12576789 -0.12574163 -0.12571565
#> 67 2.027093875 2.13382855 2.45656124 2.45669333 2.45682400
#> 68 7.891371401 7.87949362 9.13607493 9.13660252 9.13712436
#> 69 -0.237873627 -0.24547038 0.28962763 0.28966940 0.28971070
#> 70 2.164509561 2.12367743 0.71392808 0.71388673 0.71384585
#> 71 1.820700376 1.90328968 2.67035302 2.67052611 2.67069732
#> 72 0.423760564 0.46460061 0.88453594 0.88455969 0.88458318
#> 73 5.898927487 6.10519779 7.03515392 7.03550370 7.03584966
#> 74 1.466971760 1.43460162 1.18871442 1.18874208 1.18876943
#> 75 14.316277143 14.51420073 18.15507937 18.15626525 18.15743820
#> 76 15.957565538 15.94474087 18.07232661 18.07337539 18.07441271
#> 77 -0.665335323 -0.61898238 -0.40319652 -0.40321025 -0.40322383
#> 78 10.665276629 10.87513903 12.36335688 12.36401765 12.36467121
#> 79 8.572159171 8.80434298 11.35531942 11.35594316 11.35656007
#> 80 11.240955214 11.33730136 13.48312809 13.48388262 13.48462892
#> 81 7.147930614 7.16494135 8.13620278 8.13665921 8.13711066
#> 82 7.800738158 7.80587979 8.07594569 8.07636494 8.07677960
#> 83 2.147628565 2.25165952 2.31017574 2.31020051 2.31022500
#> 84 4.710488160 4.56656003 5.67007965 5.67044243 5.67080126
#> 85 0.950827692 1.00212371 0.55538571 0.55539602 0.55540621
#> 86 15.889308877 16.04379337 18.61344962 18.61442709 18.61539389
#> 87 1.414224799 1.53506690 1.26801588 1.26802698 1.26803795
#> 88 5.877719977 5.86426324 8.06179883 8.06230390 8.06280346
#> 89 30.433220568 30.66368217 37.93885713 37.94112877 37.94337562
#> 90 5.356829765 5.46650778 6.75920615 6.75955847 6.75990695
#> 91 3.768353961 3.74511897 3.68687172 3.68714980 3.68742486
#> 92 5.351613099 5.27226880 5.61508844 5.61553345 5.61597362
#> 93 18.061777649 18.36361488 18.77914652 18.78020682 18.78125558
#> 94 4.859222809 4.76016986 4.53457188 4.53483776 4.53510078
#> 95 36.177097024 36.45047745 43.45645800 43.45906505 43.46164365
#> 96 17.528794921 17.56943390 21.32844051 21.32973942 21.33102415
#> 97 23.714414639 23.83145934 28.86283968 28.86454040 28.86622258
#> 98 11.118683101 11.31145095 13.16196996 13.16273611 13.16349390
#> 99 21.355456482 21.38127273 25.07396778 25.07543248 25.07688121
#> 100 7.503836578 7.61424783 10.49702315 10.49765104 10.49827207
#> 101 0.574010409 0.55402332 1.13148407 1.13149314 1.13150212
#> 102 52.743471205 53.18371790 65.28766381 65.29152775 65.29534955
#> 103 12.287700026 12.51787666 15.78696233 15.78792505 15.78887727
#> 104 -3.447351982 -3.55669323 -4.14987559 -4.15007980 -4.15028179
#> 105 5.635350591 5.61431893 6.11411656 6.11445628 6.11479230
#> 106 -2.077119120 -2.18875250 -1.85919893 -1.85919483 -1.85919077
#> 107 3.247403150 3.34654120 2.89109133 2.89116147 2.89123083
#> 108 1.636987542 1.59264521 1.66903289 1.66907427 1.66911521
#> 109 -0.031835908 -0.04150918 -0.25322358 -0.25327249 -0.25332086
#> 110 3.568425573 3.66548228 4.07681006 4.07698146 4.07715100
#> 111 4.737581952 4.77257424 5.25211476 5.25237440 5.25263119
#> 112 7.516545286 7.53253421 7.08444585 7.08476574 7.08508212
#> 113 2.849434586 2.88690733 3.36262916 3.36280688 3.36298265
#> 114 10.945530704 10.89027419 11.76321043 11.76393397 11.76464962
#> 115 1.589952565 1.58875389 2.17652769 2.17665785 2.17678660
#> 116 1.244951593 1.24174525 1.43350811 1.43356963 1.43363048
#> 117 0.288192026 0.34019362 0.23341694 0.23341546 0.23341399
#> 118 3.375524770 3.29156331 2.41903658 2.41912138 2.41920526
#> 119 2.568895173 2.64731209 3.62355402 3.62385253 3.62414778
#> 120 17.241971860 17.43188352 19.80167513 19.80268749 19.80368879
#> 121 8.333550906 8.42293459 9.94547264 9.94593775 9.94639779
#> 122 15.498333915 15.54766282 18.33295220 18.33392394 18.33488508
#> 123 5.167228353 5.21178606 5.23777581 5.23799808 5.23821792
#> 124 0.754670103 0.76469170 0.82047052 0.82053656 0.82060187
#> 125 17.476166557 17.52675106 19.52541723 19.52656006 19.52769041
#> 126 29.292266967 29.47331252 34.47730735 34.47923687 34.48114534
#> 127 22.507399939 22.59979692 27.46136855 27.46299504 27.46460379
#> 128 22.902230070 23.06971527 28.23404150 28.23568788 28.23731630
#> 129 25.815132548 26.20016304 30.18132527 30.18296303 30.18458292
#> 130 24.299407844 24.43848191 29.24441345 29.24610928 29.24778661
#> 131 5.080892903 5.08845526 6.28511028 6.28550768 6.28590074
#> 132 0.762498276 0.76604468 0.99945032 0.99949599 0.99954116
#> 133 4.244251684 4.28727646 4.86853915 4.86886298 4.86918327
#> 134 15.057610820 15.15912742 17.95528985 17.95630142 17.95730195
#> 135 12.002861414 12.03362371 14.55192186 14.55274243 14.55355404
#> 136 12.643401164 12.67661189 14.93762733 14.93846046 14.93928449
#> 137 1.192856195 1.16556538 0.53398848 0.53394796 0.53390789
#> 138 12.312280057 12.42551148 14.14013417 14.14087727 14.14161225
#> 139 4.964622621 4.94399157 5.29207324 5.29233449 5.29259287
#> 0.0092 0.0086 0.0080 0.0075
#> 1 -25.18738133 -25.18846430 -25.18954459 -126.1458302
#> 2 -6.57093472 -6.57112623 -6.57131727 -2.9145589
#> 3 -24.22452410 -24.22572043 -24.22691380 -92.1780241
#> 4 -2.32719365 -2.32724931 -2.32730484 -6.2728329
#> 5 -33.19270507 -33.19432098 -33.19593291 -173.3269556
#> 6 -6.71187671 -6.71225617 -6.71263469 -40.6889270
#> 7 -2.98070716 -2.98084541 -2.98098332 -4.6534554
#> 8 -13.79951883 -13.80015038 -13.80078038 -63.2913139
#> 9 -40.42736462 -40.42915579 -40.43094255 -229.4860245
#> 10 -5.39959509 -5.39990675 -5.40021764 -11.9204978
#> 11 -19.31055773 -19.31128488 -19.31201025 -139.0657172
#> 12 0.73927451 0.73925483 0.73923520 -1.7125007
#> 13 -23.61373265 -23.61477107 -23.61580695 -151.6820363
#> 14 -0.56545996 -0.56547164 -0.56548328 -13.1561575
#> 15 0.34092607 0.34092147 0.34091687 -0.1794350
#> 16 -13.96878246 -13.96951605 -13.97024782 -3.1774538
#> 17 -6.47186667 -6.47209648 -6.47232572 -39.4134791
#> 18 -14.24813766 -14.24886642 -14.24959338 -71.4086981
#> 19 -0.83340149 -0.83344766 -0.83349371 -0.9318847
#> 20 -2.45293259 -2.45296974 -2.45300679 -15.6397087
#> 21 -1.20293550 -1.20292049 -1.20290552 -2.4034614
#> 22 -12.92171362 -12.92236425 -12.92301328 -111.7650609
#> 23 -1.06085101 -1.06088229 -1.06091350 -1.9011524
#> 24 -1.02495808 -1.02497500 -1.02499187 -2.6154973
#> 25 -2.48937063 -2.48935519 -2.48933978 -10.8036111
#> 26 -14.53412680 -14.53474269 -14.53535706 -126.2084984
#> 27 -8.91579722 -8.91610445 -8.91641092 -48.3244308
#> 28 -11.55906541 -11.55954410 -11.56002161 -96.1516245
#> 29 -24.56250036 -24.56363347 -24.56476380 -126.3553623
#> 30 -37.24212389 -37.24379772 -37.24546744 -217.5973811
#> 31 -18.70764858 -18.70850406 -18.70935744 -103.3414621
#> 32 0.45435314 0.45434410 0.45433508 -1.8010993
#> 33 0.04989242 0.04991305 0.04993363 -1.2586151
#> 34 -4.41102016 -4.41129692 -4.41157301 -14.3668710
#> 35 -9.39418898 -9.39457775 -9.39496556 -69.8506919
#> 36 -2.69236731 -2.69243190 -2.69249633 -35.3414122
#> 37 -5.73850703 -5.73867791 -5.73884837 -57.3096415
#> 38 -5.16406831 -5.16421457 -5.16436048 -3.4196015
#> 39 -1.10873523 -1.10877167 -1.10880802 -1.9034148
#> 40 -8.28130290 -8.28163513 -8.28196654 -61.1066151
#> 41 -24.07959327 -24.08065223 -24.08170858 -135.4292804
#> 42 -7.69822228 -7.69853741 -7.69885176 -62.0980738
#> 43 -14.59012580 -14.59075919 -14.59139103 -80.5631377
#> 44 -28.43874900 -28.44000551 -28.44125892 -184.0666232
#> 45 -18.13385459 -18.13461130 -18.13536614 -131.3746539
#> 46 -9.91169639 -9.91209388 -9.91249040 -57.7571973
#> 47 -29.02227164 -29.02360346 -29.02493201 -177.6552708
#> 48 -19.62477238 -19.62567300 -19.62657139 -140.4434768
#> 49 0.31938741 0.31937927 0.31937115 -0.3060145
#> 50 -13.91519479 -13.91585486 -13.91651330 -78.1800869
#> 51 -22.06894132 -22.06997862 -22.07101337 -120.7948398
#> 52 -16.52813253 -16.52888831 -16.52964223 -87.9122934
#> 53 -1.98251192 -1.98256497 -1.98261789 -3.3238758
#> 54 -0.40884626 -0.40882621 -0.40880621 -0.8950955
#> 55 0.66555622 0.66557672 0.66559717 -5.8573651
#> 56 -3.59524639 -3.59540374 -3.59556070 -24.7812339
#> 57 -33.20148417 -33.20311913 -33.20475007 -270.9174944
#> 58 -12.97455763 -12.97511822 -12.97567743 -66.5896459
#> 59 -76.19197537 -76.19558693 -76.19918961 -407.6639325
#> 60 -63.37140079 -63.37421599 -63.37702426 -321.0397169
#> 61 -12.68021297 -12.68077197 -12.68132960 -33.0256597
#> 62 -2.38938401 -2.38945644 -2.38952868 -5.5453105
#> 63 -11.44746626 -11.44802386 -11.44858009 -68.0273859
#> 64 -0.16796369 -0.16796041 -0.16795713 -3.9140194
#> 65 0.71848615 0.71849941 0.71851263 2.4886959
#> 66 0.95367042 0.95370863 0.95374674 5.8738797
#> 67 2.66415814 2.66417551 2.66419283 20.2140885
#> 68 9.01233121 9.01260337 9.01287487 39.6898374
#> 69 2.24664424 2.24670887 2.24677335 3.9196865
#> 70 0.71456365 0.71457210 0.71458054 2.6193485
#> 71 0.84070144 0.84066451 0.84062768 8.4716143
#> 72 1.38306978 1.38309993 1.38313001 0.4291742
#> 73 12.78686525 12.78745469 12.78804268 61.3628638
#> 74 1.60440953 1.60441479 1.60442004 2.0776690
#> 75 20.10614960 20.10688801 20.10762460 60.7734324
#> 76 32.73739834 32.73888986 32.74037769 82.4842880
#> 77 -0.24262779 -0.24263215 -0.24263650 2.5608371
#> 78 20.78325775 20.78415375 20.78504755 118.6056180
#> 79 20.28728620 20.28827580 20.28926296 109.0180547
#> 80 27.00979939 27.01099379 27.01218526 123.2690148
#> 81 14.82646099 14.82712206 14.82778150 85.0746119
#> 82 10.87838678 10.87874860 10.87910953 25.3136644
#> 83 9.33602735 9.33649336 9.33695823 71.5210187
#> 84 10.23757053 10.23801736 10.23846309 18.8220211
#> 85 1.19344157 1.19346670 1.19349178 2.0748748
#> 86 32.87144230 32.87300152 32.87455690 174.4487027
#> 87 0.77464038 0.77463599 0.77463161 1.7672860
#> 88 11.17720585 11.17774006 11.17827296 42.5250079
#> 89 54.86397975 54.86631266 54.86863983 230.7320556
#> 90 15.51895035 15.51962213 15.52029226 100.1078568
#> 91 6.74252525 6.74289006 6.74325397 79.2118985
#> 92 2.24769420 2.24768187 2.24766957 3.4597075
#> 93 33.67680771 33.67822535 33.67963950 207.1544584
#> 94 21.81888288 21.81990050 21.82091561 161.2896290
#> 95 60.55512384 60.55785597 60.56058138 236.2120303
#> 96 25.03372868 25.03485224 25.03597305 120.1023966
#> 97 47.64574872 47.64791220 47.65007036 247.0669381
#> 98 31.47626699 31.47758934 31.47890843 176.9333802
#> 99 45.07598650 45.07796740 45.07994342 194.2176244
#> 100 21.91736723 21.91846619 21.91956244 112.7440551
#> 101 2.08130163 2.08132749 2.08135329 2.6988018
#> 102 118.00883416 118.01438207 118.01991633 591.7341039
#> 103 23.71755509 23.71864580 23.71973382 110.6300017
#> 104 -4.81263107 -4.81277344 -4.81291546 -0.4062908
#> 105 16.30946402 16.31021052 16.31095517 131.5371909
#> 106 -0.30625969 -0.30621937 -0.30617915 4.0174181
#> 107 5.67298413 5.67324343 5.67350210 22.3253765
#> 108 0.33525201 0.33526487 0.33527770 2.7939687
#> 109 -0.46590061 -0.46593139 -0.46596210 0.1342707
#> 110 7.28641436 7.28677286 7.28713048 47.9976610
#> 111 7.59755837 7.59790058 7.59824195 42.0030406
#> 112 12.82063075 12.82119376 12.82175539 70.4197981
#> 113 4.85595647 4.85615261 4.85634826 23.0181547
#> 114 15.27127567 15.27196380 15.27265024 92.2259169
#> 115 4.54220685 4.54246331 4.54271914 14.5247536
#> 116 4.71000331 4.71026062 4.71051729 43.0186963
#> 117 1.07898586 1.07903634 1.07908670 16.9537756
#> 118 8.89509250 8.89547068 8.89584792 33.6491157
#> 119 9.67956588 9.68000840 9.68044983 67.3382869
#> 120 33.50705693 33.50852425 33.50998795 179.8274394
#> 121 24.18978444 24.19094211 24.19209694 130.6549097
#> 122 39.81787546 39.81974604 39.82161202 175.7077597
#> 123 7.62690767 7.62724672 7.62758493 7.2572524
#> 124 -0.41082996 -0.41083141 -0.41083287 1.5236077
#> 125 32.25227842 32.25379591 32.25530965 120.4807792
#> 126 61.21480410 61.21764970 61.22048831 336.9256461
#> 127 52.33606066 52.33844149 52.34081646 309.2591493
#> 128 53.18086493 53.18332748 53.18578396 300.4925783
#> 129 55.55987830 55.56242414 55.56496373 328.8001848
#> 130 55.59401559 55.59660098 55.59918001 318.9732196
#> 131 5.79705275 5.79731755 5.79758170 15.6864207
#> 132 1.92013923 1.92024756 1.92035561 3.6811092
#> 133 3.72089404 3.72103807 3.72118175 1.8287484
#> 134 30.49875357 30.50018000 30.50160292 168.9762460
#> 135 24.86067981 24.86185028 24.86301787 131.9546298
#> 136 24.01770575 24.01882367 24.01993884 119.2211850
#> 137 3.03874617 3.03881542 3.03888449 17.1890249
#> 138 27.52386222 27.52507199 27.52627877 118.2158067
#> 139 9.25100986 9.25140550 9.25180017 18.7280219
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $X
#> V1 V10 V11 V12 V13
#> [1,] 0.661420509 0.526897077 1.83751487 2.654142770 2.6768618106
#> [2,] -0.175011476 2.951159137 2.89403302 3.000353639 1.7701525860
#> [3,] -0.884445935 -0.646556684 -1.17673512 -0.453576834 -1.7643648279
#> [4,] 2.014601050 1.685025881 1.26557643 0.882197382 0.9208133268
#> [5,] 0.065845902 0.994673109 -0.50101150 -1.362721122 -1.5474140389
#> [6,] 0.950449363 0.502085243 0.25759092 0.292003264 -0.1336070733
#> [7,] -0.345801253 -0.483820248 -0.97140474 -0.683929735 0.6418765981
#> [8,] -1.151578663 -1.239121642 -1.46718428 -1.132368222 -0.9466779635
#> [9,] -0.928238185 -0.186078249 -0.41887935 -0.075334646 0.8001385718
#> [10,] -0.779344533 -0.021882294 -0.61002327 -0.515594923 0.1097207113
#> [11,] 0.219118779 0.556087469 -0.09632399 -0.286605057 -0.2569195279
#> [12,] -0.481557230 -0.703477948 -0.91092561 -0.720050160 0.4354766073
#> [13,] -0.139977676 -0.459738175 -0.58389031 -0.877480693 -0.9882217316
#> [14,] -0.770586083 2.751204951 2.51995840 1.881983491 1.7226739938
#> [15,] 0.749005010 1.174194020 0.42110857 0.171374674 -0.3683623344
#> [16,] -0.888825160 -0.195565127 -0.74740796 -0.521728580 0.2086344449
#> [17,] -0.818757559 -1.033329379 -1.28201361 -1.387255751 -1.1900057482
#> [18,] -0.661105457 -0.689612512 -1.20212142 -0.776616109 -0.3657246349
#> [19,] -0.547245606 -1.121630314 -0.58015703 0.557795072 1.1219379185
#> [20,] -0.884445935 0.378026077 0.68617143 0.425580685 -0.2819776737
#> [21,] -0.494694905 0.271481146 0.11199302 0.717270157 0.6900146151
#> [22,] -0.468419555 -1.392371201 -1.29097348 -1.375669954 0.0938945139
#> [23,] 0.039570552 -1.009247305 -0.51519796 -0.069882506 -0.0313962153
#> [24,] -0.420248079 -0.421060905 -0.09707064 -0.594650948 -0.8919456976
#> [25,] -0.910721285 -0.599852057 -0.86164632 -1.625105343 -1.4610293782
#> [26,] 0.135913503 -0.897594055 -0.73322150 -1.455407496 -1.1478025552
#> [27,] -0.783723758 -1.222337167 -0.97439136 -1.456770531 -1.0996645382
#> [28,] -0.923858960 -0.958164119 -0.65556928 -1.199156932 -1.6819367166
#> [29,] -1.024581136 0.237182436 -0.63540957 -1.182800513 -0.3043981200
#> [30,] -0.398351954 -1.154469506 -1.18569499 -0.492423329 -0.9110690194
#> [31,] -0.915100510 -0.576499743 -0.24266855 0.736352646 0.5792312334
#> [32,] -0.196907601 -1.159577824 -1.16926856 -1.224373078 -0.8761195002
#> [33,] 0.464355382 0.018984255 0.00148794 0.459656558 0.1499456296
#> [34,] 0.026432876 0.470705572 0.65630519 0.192501715 -0.8253437836
#> [35,] 0.311082505 -0.983705712 -0.66676912 -0.063067331 -0.1553680947
#> [36,] -0.490315680 -1.314286902 -0.74516799 0.555750520 0.2224823676
#> [37,] -0.801240659 -0.938460604 -0.23445533 0.724085332 -0.1283316742
#> [38,] 0.223498004 -0.926784448 -1.02964390 -1.143954018 -0.4019930038
#> [39,] -0.656726232 -0.471414331 -0.40767951 -0.369750187 -0.4026524287
#> [40,] -0.337042803 -0.509361841 -0.75786114 -1.165081060 -1.4781744254
#> [41,] -0.774965308 -0.618825811 -1.17150853 -1.470400880 -1.4715801765
#> [42,] -0.731173058 -0.176591372 -0.65780925 -1.053312197 -1.0963674137
#> [43,] -0.945755085 -0.704207708 -1.25588065 -1.060808889 -1.1985782718
#> [44,] -0.551624831 -1.223066927 -1.44179797 -0.547626243 -1.1998971215
#> [45,] 0.289186380 -1.199714613 -1.15806872 -0.076697680 -0.9203009679
#> [46,] -0.468419555 -0.699829149 -0.69812867 -0.910193531 -0.9400837146
#> [47,] -1.037718811 -0.759669453 -1.13492239 -1.247544672 -1.2790281084
#> [48,] -0.411489629 -0.771345610 -1.04084374 -1.007650527 -1.0343814740
#> [49,] -0.713656158 -0.828266874 -0.89300586 -1.246863154 -1.5606025367
#> [50,] -0.437764979 -0.569202145 -1.20510804 -1.627831413 -1.0587801949
#> [51,] -0.275733652 -0.564823586 -1.13417573 -1.634646588 -0.8972210967
#> [52,] -0.310767453 -1.315746422 -1.40521183 -0.869302483 -0.3861668065
#> [53,] -0.319525903 -0.378734837 0.18815192 0.477376012 0.8120082198
#> [54,] -0.884445935 0.613008733 0.58611953 0.618450126 0.7196887352
#> [55,] 0.468734607 0.079554318 -0.06272447 0.453522901 0.6379200487
#> [56,] 0.332978630 -0.070776201 0.50622735 0.313811823 0.5449411391
#> [57,] 0.276048704 1.156679785 0.43678835 -1.547412353 -0.1190997258
#> [58,] -0.122460775 -0.249567352 -0.06795106 -1.193704793 -0.7323648741
#> [59,] -0.770586083 1.557317916 0.41662864 -0.988568038 0.2897437065
#> [60,] -0.214424502 0.034309211 0.14633919 0.385371156 1.7952107318
#> [61,] -0.183769926 -0.379464597 -1.06548339 -0.320680930 -0.8688658264
#> [62,] -1.212887814 -0.525416557 -1.09236300 -0.277745330 -0.2740645751
#> [63,] -0.048013949 -0.732668340 -1.13118911 -1.270034748 -1.7195239354
#> [64,] -0.529728705 -0.806374080 -1.15956203 -1.353861395 -1.2282523918
#> [65,] 0.827831061 -0.089020196 -1.12745583 -0.109410518 -0.4290294244
#> [66,] -0.442144204 -1.365370088 -0.15381649 -0.028991458 -0.7185169514
#> [67,] 0.144671953 1.621536779 2.29670827 2.121877636 2.7447825744
#> [68,] 1.248236666 0.147421980 0.56073323 1.090060206 1.5439698485
#> [69,] -0.612933981 -0.595473498 0.38228247 1.428774382 1.8578560964
#> [70,] 0.022053651 0.468516293 1.06024605 1.590975537 1.3988963725
#> [71,] 0.127155053 -1.428129431 -1.16478862 -0.629408338 -0.6090524195
#> [72,] 0.551939883 -1.486510215 -0.89748580 -0.125766937 0.0998293379
#> [73,] -0.166253026 -0.879350060 -0.98932448 -1.238684945 -1.4128913612
#> [74,] -0.402731179 -1.068357849 -0.99455107 -0.624637716 -0.0986575541
#> [75,] 0.998620838 -1.028950820 -0.63242295 -0.294101749 -0.1032735284
#> [76,] 0.665799734 -0.346625405 0.25535096 0.453522901 0.7599136535
#> [77,] -0.083047750 -0.279487504 -0.34496041 0.144113976 0.2739175091
#> [78,] -0.323905128 0.056202005 0.12244620 0.307678165 -0.0004032454
#> [79,] 0.267290254 -0.515199920 -0.34944035 -0.343171006 0.0022344541
#> [80,] -0.179390701 -0.099966593 0.32329665 0.676379110 0.4288823584
#> [81,] -0.612933981 -0.270730386 -0.21877556 -0.061022779 0.1512644794
#> [82,] -0.231941402 0.278048984 0.29716369 0.206813582 0.3174395519
#> [83,] -0.139977676 -0.020422774 -0.18442939 -0.176199229 0.0688363681
#> [84,] 0.376770881 0.414514067 0.88702187 0.869930068 0.6484708470
#> [85,] -0.323905128 0.997592149 0.65182526 0.671608488 0.7651890526
#> [86,] 1.808777473 1.485801456 1.79943542 1.766125524 2.0438139156
#> [87,] -0.407110404 1.441286108 1.10952534 -0.902015321 1.1621628368
#> [88,] 0.315461730 0.326213131 0.76606361 0.914228702 1.1305104420
#> [89,] 4.681549108 -0.060559563 1.34397530 1.926282126 2.8166598874
#> [90,] 0.617628259 0.680876395 0.99827361 1.844500031 2.1849308422
#> [91,] 3.713740371 2.355675139 1.01470004 -1.135775809 -1.4794932752
#> [92,] 2.916721411 2.098069929 0.76979689 -0.652579932 -0.5167329348
#> [93,] 2.137219352 3.254009454 1.90023397 -0.050800017 -0.7976479382
#> [94,] 3.442228418 2.635173143 1.69938353 -0.201415375 -1.2111073447
#> [95,] 1.878845074 -0.756020654 -0.53610433 0.342435556 0.2567724619
#> [96,] -0.604175531 -0.999760428 -0.49727822 0.015988694 -0.7066473033
#> [97,] 0.481872282 -0.067127402 -0.68020892 0.009173519 0.1855545737
#> [98,] 1.773743672 -0.658962600 -0.08736412 -0.608962815 -0.3795725576
#> [99,] 0.981103938 -0.378005077 0.06495369 0.101859893 0.0998293379
#> [100,] 0.937311687 -0.624663890 0.14111260 0.082095887 1.0368721076
#> [101,] 1.835052823 -0.988814031 0.05748714 0.860388823 0.3398599981
#> [102,] 3.148820339 -0.569931905 0.03882074 -0.018087179 -0.0419470135
#> [103,] 1.795639798 -0.016773975 0.32404330 0.904687458 1.1318292918
#> [104,] -0.407110404 -0.216728161 -0.52938443 -0.750718446 -0.9123878692
#> [105,] -0.748689958 -0.051802446 -0.12096363 -0.454939869 -1.1049399373
#> [106,] -0.398351954 -0.587446140 -1.24841409 -1.561042702 -1.0765846670
#> [107,] -1.116544862 0.962563678 0.60329262 0.412631854 -0.3683623344
#> [108,] -0.442144204 0.415973587 -0.20085582 0.258608908 0.0655392436
#> [109,] -0.853791359 0.573601704 0.48308102 0.527126787 -0.2661514764
#> [110,] -0.293250552 0.765528532 0.36510938 -0.118270245 -0.2305425323
#> [111,] -0.372076603 -0.029179892 -0.08512415 -0.388832676 -0.8009450627
#> [112,] -0.608554756 0.490409087 0.92136805 0.744530855 0.7038625378
#> [113,] -0.354559703 -0.248107832 0.06868697 0.222488483 -0.1553680947
#> [114,] 0.477493057 0.109474470 -0.81162037 -0.901333804 -0.4765080165
#> [115,] -0.722414608 -0.931163006 -1.01321747 -1.072394685 -1.1642881774
#> [116,] -1.256680064 -0.491847606 -0.25312173 -0.056252157 -0.3334128152
#> [117,] -0.753069183 -0.565553346 -0.32181408 -0.183014404 -0.4929936388
#> [118,] -0.538487155 2.784044142 2.83504720 1.260439571 0.5495571134
#> [119,] -0.534107930 0.560466028 0.60926587 0.257245874 0.1143366855
#> [120,] -0.485936455 0.718094145 1.73895629 1.759310349 1.0111545368
#> [121,] -0.034876274 0.965482717 1.32456225 1.626414445 1.5677091445
#> [122,] 1.458439469 1.277090152 1.65533083 2.027146710 1.7450944401
#> [123,] -0.442144204 0.307239376 0.35390954 0.306996648 0.4902088732
#> [124,] -0.459661104 -0.332030209 -0.53983761 -0.127811490 0.1855545737
#> [125,] 0.403046231 0.297752499 0.46366796 0.508725815 0.3563456204
#> [126,] 0.035191327 1.665322367 2.06449828 2.012834843 1.6613474790
#> [127,] 0.530043757 0.398459352 0.71305104 1.113913317 0.5423034396
#> [128,] -0.901962835 0.585277861 1.17075113 1.697292261 1.3461423813
#> [129,] -0.144356901 2.747556152 3.14938934 2.059178030 1.5268248013
#> [130,] 0.166568078 1.435448029 2.08167136 1.828825130 1.7767468349
#> [131,] -0.639209332 -0.425439464 0.01418109 0.085503474 0.0239954755
#> [132,] 0.057087452 -0.450251297 -0.24565517 -0.082831338 -0.1144837515
#> [133,] -1.077131837 -0.212349602 0.01791437 0.037115735 0.0490536214
#> [134,] -1.103407187 0.096338794 0.04778061 0.563247212 0.2963379554
#> [135,] 0.280427929 -0.221106720 -0.17546952 -0.006501382 -0.2318613821
#> [136,] 0.144671953 0.372187999 0.54580011 0.610271916 0.1690689515
#> [137,] -0.131219226 1.347876853 1.10803203 0.443981657 0.0437782222
#> [138,] 0.092121252 0.002929539 0.46889455 0.523037682 0.0859814152
#> [139,] 0.004536751 0.148881500 0.32926989 0.105267481 -0.8451265304
#> V14 V15 V16 V17 V18
#> [1,] 2.807131544 2.02381278 2.35180503 2.133601190 1.59395765
#> [2,] 1.332606759 1.54830001 1.28695089 0.924286350 1.10119628
#> [3,] -0.488374799 -0.74478189 -0.74699256 -1.339121185 -0.86165514
#> [4,] 0.627192196 0.60644679 0.60685105 1.128388546 0.59539889
#> [5,] 0.399197448 1.03658068 0.65515721 0.323919927 -0.12381669
#> [6,] 0.428366489 1.13651078 0.20429974 -0.621218762 -1.26465424
#> [7,] 0.307523319 -0.75250595 -1.16861208 -1.467477959 -0.29738192
#> [8,] -1.123545548 -1.27629413 -1.26564814 -1.158526188 -1.17898900
#> [9,] -0.055601477 -0.17899410 0.60685105 -0.096970891 -1.12610002
#> [10,] -0.632434144 -1.29367328 -0.63724436 -0.233163398 -0.29253997
#> [11,] -0.905670671 0.10583081 -0.24825267 -0.739874152 -0.89070684
#> [12,] 0.831970770 0.24003644 0.79117717 0.800034008 0.81775606
#> [13,] -1.033657279 -0.54443894 0.61871572 0.950778591 0.37453155
#> [14,] 1.329035039 0.82513439 1.30983275 1.496294881 1.20846406
#> [15,] -0.994368367 -0.81574674 -0.62029483 0.071683940 0.51010611
#> [16,] -1.036633712 -0.53237009 -0.60843016 -0.631666406 -0.67356407
#> [17,] -1.130093700 -0.74864392 -0.55503914 -0.391743715 -0.28956031
#> [18,] -0.171682354 0.06383120 0.26828421 0.995554210 1.56900299
#> [19,] 1.254028934 1.46574906 1.40136021 0.325039317 -0.28918785
#> [20,] -1.079494344 -0.96250398 0.23184273 0.937719036 0.91496749
#> [21,] -0.243712027 -0.26830361 0.12251827 1.009733156 0.42406841
#> [22,] 0.459916676 0.72182502 0.30006458 -0.413012134 -0.16180736
#> [23,] -0.213947699 -0.02161627 -0.18257325 0.415336815 1.23528100
#> [24,] -0.693748659 -0.58450753 -0.67241463 -0.717113212 -1.22740848
#> [25,] -1.410473666 -0.99822778 -1.34615840 -1.140989071 -0.83632803
#> [26,] -1.256889736 -1.01271040 -0.93894597 -0.985020665 -1.26241950
#> [27,] -0.677675922 -0.69119618 -0.76987442 -0.867857796 -1.10412503
#> [28,] -0.729465852 -0.14616682 -0.78894264 -1.126063865 -1.09481359
#> [29,] 0.082505003 0.49396509 -0.52622495 -1.349195699 -1.17414705
#> [30,] -0.720536554 -0.61685205 -0.25884613 0.962345626 0.45423747
#> [31,] -0.243116740 -0.45319842 0.62422432 1.130627327 1.14142170
#> [32,] -0.927100987 -0.68685140 -0.43342628 -0.848081897 -0.68771746
#> [33,] -0.278833933 -0.01920250 -0.06901141 -0.029434332 0.28663156
#> [34,] 0.150962956 0.82706541 1.44119160 1.144806273 1.36266150
#> [35,] -1.132474847 -1.29125951 -0.98767587 -0.761515701 -0.37559801
#> [36,] -0.153823758 -1.49932652 -1.40760044 -0.790246723 -0.01170696
#> [37,] -0.576477208 -1.04698594 -1.16861208 -0.876066659 -0.16851160
#> [38,] -0.156204904 -0.56616287 -1.12454331 -0.963752246 -1.36149321
#> [39,] -0.302645395 -0.75829900 -0.79275628 -0.650696044 -0.43854334
#> [40,] -0.857452460 -1.23767380 -1.29234364 -0.631293276 -0.71341703
#> [41,] -1.075922624 -1.19277767 -1.33556494 -0.833529821 -0.61248103
#> [42,] -1.135451279 -0.89636667 -0.71139855 -0.605920425 -0.70075347
#> [43,] -1.326538262 -1.35932783 -1.09742406 -0.593980260 -0.61359840
#> [44,] -1.269986040 -1.13919197 -0.93470859 -1.012632297 -1.57155928
#> [45,] -1.077113197 -0.98905545 -0.94275961 -1.066363039 -1.23262289
#> [46,] -1.093781221 -1.26422528 -1.27285169 -1.140242811 -1.02367419
#> [47,] -1.292011642 -0.86160837 -0.94403083 -1.124571344 -1.19947417
#> [48,] -0.887216788 -0.76843684 -0.83724880 -0.995095179 -1.09779325
#> [49,] -1.329514695 -0.84857401 -1.05844015 -1.199943636 -0.99499496
#> [50,] -0.021074857 1.11623510 1.72848611 1.514578259 1.28965981
#> [51,] -0.137155734 1.19299300 1.85772627 1.636964951 1.31722167
#> [52,] 0.569449401 0.94196088 1.25135688 1.208611530 1.17903991
#> [53,] 0.784943132 1.06844245 1.40644507 1.438459707 1.70979196
#> [54,] 1.261767659 1.77712544 1.93823653 2.133601190 1.74443051
#> [55,] 1.046869215 1.70905712 1.55136354 1.955244975 1.94853726
#> [56,] 0.478370559 1.24464769 1.68399360 2.036214219 2.01334488
#> [57,] 1.378443823 1.41554264 1.42508955 1.517936430 0.85425690
#> [58,] 0.553971951 0.92458173 1.44839515 1.783605102 1.73772627
#> [59,] 1.562982654 1.78147023 2.48189266 2.133601190 1.75001737
#> [60,] 2.282684093 2.25505199 1.38059704 -0.287267271 -0.96333606
#> [61,] -0.268714062 -0.16016669 -0.38808629 -1.336882404 -1.18941781
#> [62,] 0.093815447 -0.11237404 -0.62876959 -1.460761616 -1.08848181
#> [63,] -1.125331408 -1.07498568 -0.78131535 -1.017109859 -0.70932000
#> [64,] -1.205695092 -1.41243078 -1.12835695 -0.990990748 -0.35101581
#> [65,] 0.067622839 0.03293494 -0.24189660 -0.560398546 -0.60316959
#> [66,] 0.373600126 0.60886056 0.70303962 0.124668423 -0.29700946
#> [67,] 2.372572362 1.97698563 1.48187047 1.619427833 1.81147287
#> [68,] 1.090920419 1.29292310 1.40983497 1.775023109 1.68223009
#> [69,] 1.552862782 1.52030027 1.52254934 1.760097902 2.01334488
#> [70,] 1.125447039 1.12733845 1.45983608 1.473160811 1.70532246
#> [71,] -0.165729489 0.01990058 0.47718715 0.775407417 0.93172808
#> [72,] 0.396221015 0.60258476 0.63481777 0.860481093 0.93805986
#> [73,] -0.662793758 -0.30837219 0.12590817 0.286606911 0.78833191
#> [74,] 0.003331892 0.14638215 0.46786491 0.645184992 0.69856964
#> [75,] 0.168821553 0.47996522 0.10599248 0.512350656 0.86654800
#> [76,] 0.723033331 1.00327065 0.64286880 0.965703797 1.28519032
#> [77,] 0.409317319 0.43313808 0.48396697 0.708243989 1.27774117
#> [78,] 0.139652512 0.23327789 0.25641954 0.180264816 0.61811880
#> [79,] 0.290855295 0.34189756 0.19709619 0.392575876 0.63674168
#> [80,] 0.246208804 0.50844771 0.63736020 0.729512408 0.84978741
#> [81,] 0.445034512 0.54127499 0.61066469 0.639588040 0.79466369
#> [82,] 0.717675752 0.93327131 0.92931583 1.102269435 1.11088017
#> [83,] 0.583140992 0.88016836 0.68566636 0.869809347 0.82297047
#> [84,] 0.949837507 1.01002921 0.39371073 0.206383927 0.47211543
#> [85,] 0.981982981 0.92892652 1.13525261 1.546294322 1.44571953
#> [86,] 2.246371614 2.55918706 2.46790930 1.645920074 1.53324706
#> [87,] 4.100689218 2.83146036 1.86365860 1.011971937 1.20324965
#> [88,] 1.707637286 2.24587966 1.85518384 1.419803199 1.63232078
#> [89,] 2.334474023 1.69216072 1.71407901 1.903006753 1.61295299
#> [90,] 2.833919439 2.47180857 2.17044507 2.133601190 1.60773858
#> [91,] -0.765778332 0.30665651 -0.12367364 -0.463011575 -0.80690388
#> [92,] 0.003331892 0.45968955 0.60091871 -0.688755320 -1.00952080
#> [93,] 0.753392945 0.60017099 0.29031860 -0.341744274 -0.22140057
#> [94,] -0.105605547 0.69575630 0.32421766 -1.069721211 -1.39501439
#> [95,] -0.546117594 -0.59899015 -0.55673410 -0.927558621 -0.80913863
#> [96,] -1.215814964 -0.62361061 -0.27960930 -0.199208554 -0.74805558
#> [97,] -0.105605547 0.12514097 0.50218771 0.133250416 -1.01883224
#> [98,] 0.019999915 0.70154935 0.69880224 0.411978644 -0.31600480
#> [99,] 0.166440406 -0.11961535 -0.68173687 -0.511891626 -1.22107671
#> [100,] 0.351574524 -0.59705914 -0.47876627 -0.384281112 -1.13913604
#> [101,] -0.875906343 -0.66754123 -0.24825267 -0.746217364 -0.90039073
#> [102,] -0.062149629 0.26610516 -0.32410182 -0.121597481 -0.93167717
#> [103,] 1.630845321 0.84734108 -0.83216394 -0.635397708 -0.52793316
#> [104,] -1.014012823 -0.33202714 -0.02833254 0.187354289 0.28514173
#> [105,] -0.708630823 -0.15582190 0.61405460 0.958241194 1.23975050
#> [106,] -0.278238647 0.48672378 0.94414667 1.176522336 1.31684921
#> [107,] -1.088423642 -0.56471461 -0.63258324 -0.878305440 -1.08810935
#> [108,] -0.608622682 -1.14208850 -0.96776017 -0.926066100 -0.89927336
#> [109,] -0.711011969 -1.00788286 -0.76860321 -0.576816273 -0.49180477
#> [110,] -0.759230179 -0.89733218 -0.37071302 -0.241372262 -0.26348828
#> [111,] -0.828878706 -0.78291946 -0.81648563 -0.502936502 -0.32978573
#> [112,] 0.134890219 -1.05567551 -1.16734087 -0.311893861 0.31531079
#> [113,] -0.707440250 -1.25698397 -0.52029261 -0.002942091 0.63189973
#> [114,] -0.925910414 -1.20532928 -1.14318779 -1.260763851 -1.45460760
#> [115,] -1.225339548 -1.28932849 -1.26607187 -1.107780487 -0.68399288
#> [116,] -1.040205431 -1.53505032 -0.82326544 -0.222715754 0.01920702
#> [117,] -0.974723911 -1.22126017 -1.00038801 -0.458907143 -0.17819549
#> [118,] -0.129417009 -0.79016077 -1.47116117 -0.931663053 -0.07465229
#> [119,] -0.294311384 -0.76747133 -1.09572911 -0.551816552 -0.02809509
#> [120,] 0.213468044 -0.19444223 -0.00206077 0.051534912 -0.26162599
#> [121,] 0.783752559 -0.01727148 -0.39740853 -0.371594686 -0.50782045
#> [122,] 0.751011799 -0.10609823 -0.17028484 -0.114508008 -0.26795777
#> [123,] -0.047267465 -0.26733810 -0.79953610 -0.925692970 -0.87916065
#> [124,] 0.128342067 -0.24754518 -0.77877292 -1.164123141 -1.00952080
#> [125,] 0.517659471 0.03872799 -0.69572023 -0.819350875 -0.87394624
#> [126,] 0.575402267 -0.49568078 -0.89402972 -0.740620412 -0.69814627
#> [127,] 0.511111319 -0.14809784 -0.30588107 -0.543607689 -0.57523527
#> [128,] 0.622429904 0.14638215 -0.18935306 -0.452937061 -0.61434331
#> [129,] 0.150367670 -0.61299002 -0.43978235 -0.501817111 -0.43593614
#> [130,] 0.496229155 -0.15533915 -0.34698368 -0.470474178 -0.69851873
#> [131,] -0.074650646 -0.03996092 -0.84826599 -0.952185211 -0.88214031
#> [132,] -0.165729489 -0.66898949 -1.02072745 -0.791739244 -0.81100091
#> [133,] -0.264547056 -0.67188602 -1.05462650 -0.840992424 -0.73799923
#> [134,] -0.278238647 -0.71919592 -0.77919666 -0.740247282 -0.39086877
#> [135,] -0.470516203 -0.82878110 -0.86055440 -0.707038698 -0.46536028
#> [136,] -0.664579618 -0.72016143 -0.46605412 -0.526816832 -0.23294676
#> [137,] -0.786613361 -0.73995434 -0.78428152 -0.818604615 -0.71378949
#> [138,] -0.999725946 -0.98326240 -0.99996427 -0.888379954 -0.80653142
#> [139,] -1.671804461 -1.25457020 -1.03810071 -0.825320958 -0.72608059
#> V19 V2 V20 V21 V22
#> [1,] 1.09520233 0.384676137 0.77563504 -0.39038884 -0.930538873
#> [2,] 1.43636147 0.565919904 1.07523790 0.67833884 0.156958083
#> [3,] -0.39911239 -0.696642605 -0.66253354 -1.34651704 -1.077158574
#> [4,] -1.16361044 0.823961876 -0.41454764 -0.80209276 -0.833332441
#> [5,] -1.16662621 1.714821067 -0.56528416 0.58121696 1.371228427
#> [6,] 0.58704485 0.461474343 1.36810812 0.62339339 -0.404004034
#> [7,] 0.86034913 -0.069969243 1.56372897 1.38566476 1.028980782
#> [8,] -1.46858032 -1.028410856 -1.73564293 -1.69244120 -1.067032904
#> [9,] -0.78965479 -1.031482784 -0.68721991 -1.03657827 -0.774198528
#> [10,] 0.30544720 0.108202595 0.20747429 -0.16248130 -0.719114883
#> [11,] -0.98982661 -0.865598659 -0.60455795 -1.18516315 -0.064186549
#> [12,] 0.76836811 0.642718110 -0.10409773 -0.31803110 0.005073034
#> [13,] -0.76364376 -0.939324937 -0.94193846 -0.69297574 -0.314493111
#> [14,] 1.16720387 -0.764225027 1.35352072 1.46227884 1.164259733
#> [15,] 0.61267891 0.341669142 0.83211448 0.81183307 0.592766919
#> [16,] -1.06333604 0.264870935 -1.90321108 -1.84953875 -2.094180867
#> [17,] -0.33012662 -0.761153099 -0.57126874 -0.68562389 -0.921223256
#> [18,] 1.52118004 -0.238925297 0.67240109 0.19930739 0.322614044
#> [19,] -0.93290393 -0.300363862 -0.89742817 -0.52465694 0.112810162
#> [20,] 1.07333799 -0.377162068 1.36773409 1.40694645 0.746677103
#> [21,] -1.09047798 -0.275788436 -1.16448990 0.48448201 0.370002180
#> [22,] 0.49355594 -0.567621619 1.59178168 0.93255828 -0.460707786
#> [23,] 1.48725261 0.286374433 1.10590886 0.56148303 -1.374043218
#> [24,] -0.49260131 -0.816447807 0.04252440 -0.66705078 -0.596796790
#> [25,] -0.54085365 -0.712002247 -0.68310552 -0.50144055 0.989693182
#> [26,] -1.74339249 -0.543046193 -1.57106708 -1.05863384 -0.082412755
#> [27,] -1.47046518 -1.154359914 -1.76818407 -1.88320251 -1.293037858
#> [28,] -1.30346684 -0.567621619 -1.36646936 -1.51328808 -0.765287938
#> [29,] -1.03506319 -0.509254982 -1.17795520 -1.44247810 -0.990887866
#> [30,] -0.98718781 -0.241997225 -1.50000023 -1.10584049 -0.308417709
#> [31,] 0.43437143 -0.395593637 -0.50469033 -0.73166972 -0.819561530
#> [32,] -0.03835074 0.151209590 -1.33617244 -0.48093274 -0.439241365
#> [33,] 0.73255582 0.784026809 0.91702066 1.01149400 0.789609943
#> [34,] 1.38509336 -0.180558660 1.46348731 1.46227884 0.954860878
#> [35,] -1.25408358 -0.358730498 -0.93071738 -0.05491204 0.258619810
#> [36,] -0.48996251 -1.105209062 -0.04387793 0.10179857 0.358661429
#> [37,] -0.69352708 0.565919904 0.17867352 0.48254731 0.537278248
#> [38,] -1.51834055 0.968342504 -1.62118790 -1.91647934 -1.295468019
#> [39,] -0.41192942 -0.908605654 -0.44559263 -0.26927668 -0.145191909
#> [40,] -0.76326679 -1.163575699 -0.39883813 -0.10173176 0.362711697
#> [41,] -0.72594662 -0.755009242 -0.44035613 -0.10134482 0.304387838
#> [42,] -0.47375273 -1.083705564 -0.01021468 0.22291072 0.971061949
#> [43,] -0.54650822 -0.561477763 -0.29784840 0.02092815 0.734121272
#> [44,] -1.43352198 -0.693570677 -1.36833954 -1.64252597 -2.188552111
#> [45,] -1.22958044 0.016044748 -1.72367378 -1.60654057 -2.483006594
#> [46,] -0.46696725 -0.785728525 -0.78035489 -1.51831830 -1.514587517
#> [47,] -1.51683266 -0.847167090 -1.66756837 -1.57674621 -1.401585040
#> [48,] -1.40298729 -0.650563682 -1.61520333 -1.46724225 -1.431151996
#> [49,] -0.80209485 -0.539974265 -0.93408370 -0.93790863 -0.280065833
#> [50,] 1.31836941 -0.902461798 1.13134331 1.23514519 1.236759530
#> [51,] 1.48009016 -0.641347897 1.23495129 1.46227884 1.468839886
#> [52,] 0.97607936 -0.143695521 1.07823019 1.46227884 1.022095326
#> [53,] 1.84009787 -0.088400813 1.37409270 1.12022407 1.214888083
#> [54,] 1.27841044 -0.625988256 0.84744996 0.74334473 1.002654040
#> [55,] 1.41449713 0.071339456 0.94395125 0.51853271 0.756397746
#> [56,] 1.78091335 -0.245069153 1.07187158 0.85981360 1.098240364
#> [57,] -0.25209354 3.791444561 -0.68198341 -0.23832150 0.484219737
#> [58,] 0.87278919 -0.478535700 -0.47925588 -0.43256527 0.244038845
#> [59,] 0.41137617 0.372388424 -0.43324944 -0.47203313 -0.533612609
#> [60,] -0.92084084 1.260175687 -0.54059779 -0.36407693 -1.158568960
#> [61,] -0.80247182 -0.632132112 -0.68422763 -1.01490964 -1.598428064
#> [62,] -0.78437719 -0.272716508 -0.62662608 -1.00910555 -1.764084025
#> [63,] -0.50315651 0.006828963 -0.64345770 -1.06443794 -2.006695078
#> [64,] -0.69993559 -0.773440812 -1.02834078 -1.59106298 -1.719531077
#> [65,] -0.81830462 -0.364874355 -1.50187041 -1.14414753 -1.018834715
#> [66,] -0.62906496 0.077483312 -1.15177267 -1.48039820 -2.115242260
#> [67,] 1.38094667 -0.810303951 0.81116846 -0.17834583 -1.331920431
#> [68,] 1.35870536 2.495090842 0.72626228 0.42760186 -0.456657518
#> [69,] 1.72323672 -0.444744489 1.22971479 0.56651325 0.262670078
#> [70,] 1.83067358 0.384676137 1.55849247 0.78126482 0.060156678
#> [71,] 1.21168650 0.077483312 1.11675591 0.71664588 0.468828719
#> [72,] 0.93612039 0.482977841 1.09506181 0.84936623 0.657976234
#> [73,] 1.05675125 -1.003835430 0.98621733 0.98208657 1.244455039
#> [74,] 1.11141210 -0.850239018 1.22073792 1.03896672 1.210432788
#> [75,] 1.29235839 1.496714162 1.30527007 1.14150576 1.478560529
#> [76,] 1.53625890 0.228007796 1.28095773 1.46227884 1.467219778
#> [77,] 1.58865793 0.618142684 1.36698602 1.18174750 1.255795789
#> [78,] 0.82378291 -0.896317941 1.10628290 1.21038104 1.322220184
#> [79,] 0.70729874 0.246439366 0.63237923 0.83504945 0.928129109
#> [80,] 0.83320719 -0.404809422 0.88373145 0.84162743 0.924483868
#> [81,] 0.82566776 -1.095993277 0.87812091 1.05250961 1.344091632
#> [82,] 0.98286485 -0.856382874 0.88036513 1.07340436 1.173575349
#> [83,] 0.52823731 -0.721218031 0.39037792 0.61526766 0.817961819
#> [84,] 0.92745005 -0.226637584 0.46855145 0.26973043 0.924888894
#> [85,] 1.21583319 1.398412458 1.01314792 0.68801234 0.886006322
#> [86,] 1.44578576 1.386124745 1.56260686 1.06760026 0.732501165
#> [87,] 1.38358547 -0.420169063 1.03110165 1.04438388 1.265111406
#> [88,] 1.77525878 0.578207616 1.21101299 1.03277568 1.222178565
#> [89,] 1.51816427 2.544241694 0.78087154 0.67292169 0.661621475
#> [90,] 1.37001450 0.148137662 0.80106949 0.36182210 0.498800702
#> [91,] -0.39911239 2.350710214 0.99145383 1.37599127 -0.676182043
#> [92,] -1.21035490 1.300110754 0.96377517 1.46227884 -0.920818229
#> [93,] 0.07775646 0.949910934 1.22148600 1.43867551 -1.077563601
#> [94,] -0.70182045 2.703981963 1.22036389 1.19606427 -0.604897326
#> [95,] -0.56912651 2.614896043 -1.47157349 -1.39952779 0.090128661
#> [96,] -0.54236153 0.704156675 -0.83646029 -0.23793456 -0.453012276
#> [97,] -0.24304622 2.264696223 -0.62288571 -0.31764416 -0.633249202
#> [98,] -0.20195634 2.624111828 0.08105011 0.48099955 0.524317390
#> [99,] -1.49572227 0.507553267 -0.87536004 -0.25495991 0.011958489
#> [100,] -0.88012793 1.677957928 -0.83646029 -0.40006233 0.284541525
#> [101,] -1.23108833 3.613272723 -0.21593450 -0.34008666 -0.020848682
#> [102,] -0.71652233 1.327758108 -0.89742817 -1.17510271 -1.402395094
#> [103,] -0.89482982 1.545865014 0.16520822 1.05908759 0.442501977
#> [104,] 0.40459068 -0.367946283 0.81079442 1.17749116 1.478560529
#> [105,] 1.16908873 -0.604484758 0.57814401 0.43766230 0.635294733
#> [106,] 1.46538827 -0.828735520 1.44328937 1.13802330 1.130237482
#> [107,] -1.46669547 -1.040698569 -1.81119821 -1.80465374 -1.238764267
#> [108,] -1.16587227 -0.675139108 -1.58528044 -2.20552335 -1.703735032
#> [109,] -1.04599536 0.169641160 -1.67729331 -2.18424166 -2.069069205
#> [110,] -0.80624153 -0.546118121 -1.31859275 -1.77872877 -2.027756471
#> [111,] -0.30524651 -0.755009242 -0.59221476 -0.42753505 0.061371759
#> [112,] 0.50938874 -0.613700543 0.57290750 0.64738366 0.775434005
#> [113,] 1.00397525 -1.022267000 0.72626228 0.72670632 0.868185143
#> [114,] -1.14890856 -0.371018211 -1.03582150 -1.30975776 -1.213652605
#> [115,] -0.54990096 -0.309579647 -0.17778283 -0.15899885 -0.068236817
#> [116,] 0.11281480 -0.650563682 0.19288689 0.46397420 0.772598818
#> [117,] 0.13090943 -0.853310946 0.07057710 0.17106079 0.398354055
#> [118,] 0.69033502 -0.804160094 0.87999109 0.90121616 0.958911146
#> [119,] 0.57385085 0.141993806 0.72514017 0.28598190 -0.792424734
#> [120,] -0.38855719 -0.690498749 -0.27615431 0.40632018 1.229469047
#> [121,] -0.22268977 -0.844095161 0.22243573 0.31848485 0.795685345
#> [122,] 0.06079274 0.956054791 0.54373269 0.57309122 0.896131992
#> [123,] -0.58458233 -0.715074175 -0.09437279 0.38232991 0.797305453
#> [124,] -0.65168325 -0.011602607 -0.68011323 -0.75024283 -0.377272265
#> [125,] -0.65469902 0.068267528 -0.43624173 0.09792917 0.145212306
#> [126,] 0.03402777 -0.543046193 0.43152188 0.76656111 0.984427834
#> [127,] -1.02186919 -0.235853369 -0.12130339 0.22484542 -0.011938092
#> [128,] -0.28941371 0.019116676 0.56841907 0.74527943 0.710224691
#> [129,] 0.31298663 -0.045393817 0.66641651 1.05947453 0.728045870
#> [130,] 0.12223909 0.698012818 0.81827515 0.97899105 0.938659806
#> [131,] -1.01470673 -0.576837404 -0.97073923 -0.81989199 -1.029365412
#> [132,] -0.80284879 -0.447816418 -0.89892431 -0.94216496 -0.969421445
#> [133,] -0.88238976 -0.401737494 -0.89705413 -0.92513961 -0.950385186
#> [134,] 0.41439194 -1.169719555 0.56879311 0.82228044 0.777054113
#> [135,] 0.04307509 0.071339456 0.35147817 0.59785537 0.639345001
#> [136,] 0.18104663 -0.429384848 0.44573525 0.67640414 0.446552245
#> [137,] -1.01206793 -0.060753459 -1.46072644 -1.32291371 -0.071882058
#> [138,] -1.13043696 -0.911677583 -1.25276241 -1.14105201 -0.162203035
#> [139,] -0.86354119 -0.137551665 -0.54284200 -0.20736632 0.259429863
#> V23 V24 V25 V26 V27 V28
#> [1,] -1.004541288 -1.14565086 -1.35876245 -1.56188590 -1.51926880 -1.71251096
#> [2,] -0.870976134 -1.25659047 -0.51846085 -1.89414266 -0.77526799 0.71039998
#> [3,] -0.368914256 -0.75694516 -1.40318012 -0.66095079 -0.69834517 -1.81630198
#> [4,] -0.299746587 -0.52630755 -1.39470039 -1.94818187 0.02084182 1.32684298
#> [5,] 1.155159566 -0.45957695 -0.54390006 -0.03105615 -0.50934664 -0.59392114
#> [6,] 0.129172467 1.04811738 0.40300395 0.55746472 0.79710058 -0.31574441
#> [7,] 0.090613479 -0.99050223 -1.30869162 0.19692180 1.10272403 0.21455625
#> [8,] -0.835597268 -0.39785115 0.01576261 0.24336176 0.29338019 0.71964452
#> [9,] -0.027846093 -0.85912638 -0.24468647 0.75588998 0.57915259 0.34734152
#> [10,] -0.808963740 -1.23865662 -0.06822717 0.86143532 0.84093831 -0.78259388
#> [11,] -0.250454684 -1.36210822 -1.63697860 -0.54907272 0.49643988 0.04143116
#> [12,] 0.542588423 0.45671750 -0.33715599 -0.86022041 -1.14292598 -1.84277499
#> [13,] -0.279075789 -0.20349830 0.61257461 1.23253277 1.19039950 0.97639072
#> [14,] 0.538613270 -0.49669584 -0.82898076 -0.41270813 -0.61894097 -1.20658228
#> [15,] 0.851457844 0.29531288 -1.00665145 -1.81688346 -1.46922761 -1.28348008
#> [16,] -1.914453907 -2.03441894 -1.67130135 -1.82786018 -2.44358330 -0.62459622
#> [17,] -1.263323776 -1.10477837 -0.86774527 -0.70992384 0.25119671 1.11800032
#> [18,] 0.735780880 0.43377886 0.15264980 -0.15053348 -0.78767490 -0.80528503
#> [19,] 0.359731366 1.06438296 1.36686744 0.35903946 -0.55897426 -0.28170768
#> [20,] -0.276293182 -0.11132667 0.17283965 -0.01036926 -1.18428233 -2.11422842
#> [21,] -1.228739941 -1.60025302 -0.22691940 -0.42326267 -0.81786504 0.74527712
#> [22,] -1.322951078 -0.29566993 0.45105580 -0.36204637 -1.06269465 -0.56954916
#> [23,] -0.928615858 -0.25771691 -1.38783584 -1.44283074 -0.32531086 0.50702001
#> [24,] 1.397643924 0.84000134 -0.76598842 -0.65799552 -0.30918189 0.12631288
#> [25,] 1.241022880 0.88629569 0.11711566 0.01580599 -0.52547562 -0.12707167
#> [26,] 1.058165822 1.12735996 0.83264398 0.79050885 0.66517381 0.83646194
#> [27,] -0.731050733 -0.31485498 0.06502585 0.51482440 0.68212991 1.00244352
#> [28,] 0.059607283 0.11347201 0.42319380 0.55155418 0.04317425 0.30153901
#> [29,] -0.039771553 0.57391310 0.16597510 -0.01079144 0.02166894 0.72090514
#> [30,] 0.042911638 0.14642024 0.59924930 0.84497025 0.74457801 0.43894655
#> [31,] -0.373684440 0.29155928 0.79710985 0.88212221 1.02373339 1.07513926
#> [32,] -1.127771045 -0.37241012 -0.58710634 -0.50009968 -1.21529960 -1.34146858
#> [33,] 0.447184741 0.39374050 0.70746691 0.84665898 0.29255306 -0.39726448
#> [34,] -0.005187718 -0.28691154 0.64730115 0.36115037 -0.34474835 -1.11245602
#> [35,] 0.758041739 0.78911926 0.44217226 -0.28900898 -0.49983468 -1.02547326
#> [36,] 0.698811953 0.87795437 1.36686744 0.71029438 -0.15781763 -0.73763178
#> [37,] 0.549743699 0.66399940 1.36686744 1.08983546 0.24582038 -0.35062155
#> [38,] -2.009062558 -1.83381010 -0.34684712 0.41223432 0.08825267 -0.35482362
#> [39,] -0.250454684 0.18896100 1.16496893 1.24899785 1.26360025 1.14951581
#> [40,] 0.909892600 1.06480002 1.07694118 1.28446108 1.26360025 0.93647110
#> [41,] 0.692054192 0.73573479 0.98931723 1.22535569 1.26360025 0.80242521
#> [42,] 1.397643924 0.95386041 0.72886815 0.96022577 0.97700071 0.92764676
#> [43,] 1.094339718 0.85459866 0.58027084 0.78375395 1.26360025 1.26717365
#> [44,] -1.796391850 -2.26005176 -2.42236381 -2.00897600 -0.95227319 -0.15606592
#> [45,] -1.623472676 -1.71578036 -2.57419149 -2.10101154 -0.90636763 0.06748396
#> [46,] -0.910727668 -0.33904482 -0.39247618 -0.61282212 -0.89850993 0.02294207
#> [47,] -0.892839477 -0.20558363 0.62670750 1.14936304 0.55227096 -0.43130121
#> [48,] -0.872168680 -0.09089043 0.98770204 1.30894761 0.47245320 -0.30397862
#> [49,] 0.397097808 0.87420077 0.98245268 0.25813811 -0.03581639 0.08429222
#> [50,] 1.162712357 1.39261406 1.25582326 1.01722026 0.99519751 0.19942882
#> [51,] 1.346761961 1.29293524 0.96670459 1.19242554 1.12919210 0.33221409
#> [52,] 0.625271615 0.87545197 0.98972102 1.06830421 0.78634792 -0.14387993
#> [53,] 0.397495323 -0.63182529 -1.01311220 -1.45929582 0.01505193 0.78603715
#> [54,] 0.325147531 -0.23102467 0.21968010 0.65794389 -0.25872713 -0.85486940
#> [55,] 0.191979892 -0.09047336 0.13447893 0.47049535 -0.36873503 -0.31868585
#> [56,] -0.253237292 -1.09601998 -0.27012568 -0.04498814 -0.22977769 -0.77334933
#> [57,] 0.726240511 1.39261406 0.86696673 0.08124410 0.02663171 -0.76830686
#> [58,] 0.505221981 0.71029375 0.26975094 -0.21132761 -0.49032271 -1.13304614
#> [59,] 0.237694156 0.73364946 0.60328727 0.33370858 0.47989734 -0.26868127
#> [60,] -2.009062558 -0.50378597 -0.11183725 0.34299657 -0.04408766 0.49273299
#> [61,] -0.904764938 -0.41119727 -0.21036372 -0.24341339 -0.16360752 0.34902235
#> [62,] -0.744566255 0.07843845 0.26530917 0.10657499 0.06509312 0.70325646
#> [63,] -2.097310964 -1.59900182 -2.06540724 -1.80421802 -1.02423324 0.28473075
#> [64,] -1.748690009 -1.82630290 -2.36946640 -2.08159120 -1.18221451 -0.19220368
#> [65,] -1.177062947 -0.52171982 -0.56005194 -1.02360461 -0.66360584 -0.63846303
#> [66,] -1.561460283 -0.62223277 -1.14515383 -1.18952190 -0.65822951 -0.72544579
#> [67,] -2.353708360 -2.67836916 -1.63980518 -0.86022041 -0.79305122 -1.02547326
#> [68,] -1.346404483 -1.45511398 -1.75448353 -2.22048888 -2.14995319 -2.10414346
#> [69,] 0.063582436 -0.29066514 -1.17261202 -2.52403730 -2.67311106 -2.50712154
#> [70,] -0.200367751 -0.75027210 -1.39914215 -2.26144047 -2.46302079 -2.75588381
#> [71,] 0.414190968 0.26570118 -0.17684857 -0.82475718 -0.99817874 -1.15279584
#> [72,] 0.755656647 1.10775784 0.78338075 -0.31138460 -1.16029564 -1.50156728
#> [73,] 1.397643924 1.36383649 1.19525371 0.73773617 0.11182580 -0.43760431
#> [74,] 1.397643924 1.01808861 0.75955672 0.40843469 0.30744135 0.36793164
#> [75,] 1.211606744 1.01767154 0.69535300 0.06477903 -0.16981097 -0.99143653
#> [76,] 1.037097509 0.52428222 0.03635626 -0.66517261 -1.39478617 -1.83142941
#> [77,] 0.732998272 0.46380762 0.15830296 -0.31476205 -0.46923097 -1.00362252
#> [78,] 1.050215515 1.16030819 1.36686744 1.07885874 0.77352745 0.28473075
#> [79,] 1.005693797 1.15572046 1.17950562 1.30894761 1.07625596 1.21969031
#> [80,] 0.899557201 1.22870704 1.25218909 0.93785016 0.67468577 0.82175471
#> [81,] 1.397643924 1.34798798 1.11489810 0.88296658 0.92613240 0.96042287
#> [82,] 1.145221682 1.33130533 1.27641691 1.30894761 1.22058964 0.93857213
#> [83,] 0.987805607 1.33255653 1.36686744 1.05352786 0.81571094 0.53055157
#> [84,] 1.042662724 1.11985276 0.51243295 0.71156093 0.95797679 0.09983987
#> [85,] 1.255333432 1.39261406 1.10722596 1.05943840 0.87898616 0.10992482
#> [86,] 0.750886463 0.36704826 -0.29152692 -0.59593486 -0.53829609 -0.60358589
#> [87,] 1.397643924 0.96512120 0.48093678 0.60010504 -0.18304501 -0.96412311
#> [88,] 1.048625454 0.53178942 0.04160562 -0.24552430 -0.86004852 -1.45156270
#> [89,] 0.489718883 -0.01915504 -0.70864925 -0.56047162 -0.92952719 -0.50525756
#> [90,] -0.044541737 -1.43926547 -1.83282015 -1.95071496 -1.50355338 -1.67889444
#> [91,] -2.335025139 -1.88427511 -2.12678439 -1.70796066 -2.20330289 -1.76209533
#> [92,] -2.195894769 -1.97394434 -1.69431778 -1.31279887 -1.67559581 -1.42508969
#> [93,] -2.175223971 -2.67461556 -1.73510128 -1.23216222 -1.93779509 -0.67039873
#> [94,] -2.042453847 -2.10907379 -1.56591032 -0.54485091 -1.36087396 -0.29557449
#> [95,] 1.291904843 1.29126697 0.59117336 -0.15982148 -0.83937034 -0.62165477
#> [96,] -0.403498091 0.12223040 -0.10618409 -0.06018667 0.64284138 0.49693505
#> [97,] -0.855473035 -0.22852228 -0.61537214 -0.96829885 0.12340557 0.90117375
#> [98,] -0.307299378 -0.16846474 0.03231829 0.09770918 0.25740016 0.51878579
#> [99,] 0.027408540 0.30156887 -0.03269303 -0.62337665 -0.02795868 0.20279047
#> [100,] 0.261942592 0.06384113 -0.61173796 -0.67192751 -0.33647708 0.64947003
#> [101,] 0.776327445 0.03965129 -0.31898512 -0.32025041 0.77104607 0.64400734
#> [102,] -1.142479112 -1.70785610 -1.01311220 -0.97463157 -0.91918810 0.18304076
#> [103,] -0.515199902 -1.60567488 -1.95517065 -0.12351388 0.26112223 -0.72292455
#> [104,] 1.031929810 0.32283925 -0.42720272 -1.57370698 -2.33647034 -2.62393896
#> [105,] 0.625271615 -0.73525771 -1.89015933 -1.67840796 -0.28519520 0.71586266
#> [106,] 0.543383454 -0.63683009 -1.28244481 -1.52388957 -1.80876327 -1.32676135
#> [107,] -0.483398675 0.03297823 0.52131648 0.86059096 1.01339431 1.11379826
#> [108,] -0.855075520 -0.29942353 0.12559540 0.28557990 0.76194768 0.93184882
#> [109,] -1.289957304 -0.96089053 -0.35573065 0.39070307 0.95425472 1.05328852
#> [110,] -1.764193107 -1.19695000 -0.34079016 0.27249228 0.60437997 0.71628287
#> [111,] 0.490116398 0.76326116 1.00506531 0.84961425 0.51463668 -0.02664230
#> [112,] 0.879681434 0.49008279 0.21200796 -0.50727677 -1.66939236 -0.92714493
#> [113,] 1.175035333 1.16322765 1.22755747 0.48358297 -0.81703791 -1.21120455
#> [114,] -1.137708928 -1.44260200 -1.27719545 -1.40905623 -1.26244584 -0.09261473
#> [115,] -0.242106862 -0.84327786 -0.48090773 0.19734399 0.88684386 1.32684298
#> [116,] 0.844700083 0.72530813 0.94247677 1.28572763 1.26360025 1.17935048
#> [117,] 0.259159984 0.14725437 0.46155452 0.94460506 1.24871196 1.32684298
#> [118,] 0.841519961 1.05937816 0.85364143 0.50004805 0.72348627 0.65913478
#> [119,] -1.610752185 -1.57439492 -0.66261639 0.53720001 1.26360025 1.00664559
#> [120,] 1.397643924 1.32212987 1.33940924 0.95473741 0.53448773 0.04815446
#> [121,] 0.781097629 0.77201955 1.01879441 1.30261488 1.26360025 0.29481570
#> [122,] 0.876103795 1.07397548 1.36686744 1.16625029 1.18998594 0.21749770
#> [123,] 0.946066496 1.19242228 1.22028912 1.30894761 1.12836497 0.76544703
#> [124,] -0.014330571 0.23442121 0.49991524 0.45782991 0.78676149 1.15119664
#> [125,] 0.207880505 0.39957943 0.45630516 -0.05596485 0.17716883 0.41667560
#> [126,] 0.443607103 0.39832823 0.21685353 0.16399166 0.72017776 1.12052156
#> [127,] -0.262380145 0.06008754 -0.25478140 0.63852355 1.22679309 0.98521506
#> [128,] 0.071930258 0.12389867 0.45751655 0.75504561 1.26360025 1.30205079
#> [129,] 0.248427070 0.29906647 0.23663958 0.57181889 0.81571094 1.25120580
#> [130,] 0.247632039 0.10429656 0.27136612 0.79895248 1.26360025 1.24952497
#> [131,] -0.631274382 -0.15386742 0.36504703 0.45825209 0.77973091 1.29112542
#> [132,] -0.497709227 0.10513069 0.50597219 0.60685994 0.93233585 1.32684298
#> [133,] -0.544616038 0.08302618 0.35333692 0.39830233 0.85872154 1.32684298
#> [134,] 0.748103855 1.14571087 1.16900690 1.22493351 1.25284759 1.32684298
#> [135,] 0.578762319 1.02934940 1.16416134 1.23928767 1.26360025 1.10455371
#> [136,] 0.683308854 1.08440214 0.88634899 0.80824047 0.97451933 1.30793368
#> [137,] 0.608575970 0.68902337 0.73694409 0.67314242 0.91951538 1.32684298
#> [138,] 0.722662873 0.99431584 1.32164218 1.27179564 1.03531317 1.32684298
#> [139,] 0.302886672 0.40083063 1.06078930 1.30894761 1.25491541 0.61123123
#> V29 V3 V30 V31 V32
#> [1,] -0.79022401 1.059537251 -1.5875422856 -0.59211033 -0.6905440535
#> [2,] -0.13005904 1.776452512 1.1944730774 1.62238386 0.2778048500
#> [3,] -1.74506895 0.443438199 -0.9308562664 0.56670204 1.3370807001
#> [4,] 0.37171545 0.045774266 -0.4311572380 0.02432910 0.4688899053
#> [5,] -1.70946178 2.398152464 -1.5356422148 0.35622196 0.8676761077
#> [6,] -1.38613238 1.056736801 -1.9842990248 -1.74998516 -1.7627435305
#> [7,] -0.61300676 0.054175616 -1.7736962584 -0.95822379 -0.1602137913
#> [8,] 1.37772010 -0.875573862 1.4977239040 1.14892088 1.2766165884
#> [9,] -0.52091927 -0.592728388 -0.4757655633 0.15417984 0.4301190245
#> [10,] -1.23633673 0.390229645 -1.4494280477 -1.63982298 -0.3586837763
#> [11,] 0.25834552 -0.766356303 1.2570963032 0.41200621 -0.3596068925
#> [12,] -2.30741654 -0.242672109 -2.1944728651 -1.51653509 0.0230247762
#> [13,] 0.43760917 -0.895177014 0.8607684902 1.60410163 1.3426193973
#> [14,] -2.23947644 0.493846304 -1.4344156305 -1.42793657 -1.7798211804
#> [15,] -0.76362096 0.992326446 0.2366808625 1.12407579 1.3315420028
#> [16,] 0.31523513 -0.463907677 0.2409701246 -0.13833591 0.7255162115
#> [17,] 1.49231787 -0.920381066 1.4389610140 1.51503434 1.4437006222
#> [18,] -0.55734499 0.376227394 -0.6726426912 -1.60325851 -1.8642863135
#> [19,] 0.93365377 -0.494712630 0.3700769122 -0.13177306 0.2491882475
#> [20,] -1.75571017 -0.769156753 -0.7773006851 -0.59070401 -1.1082541382
#> [21,] 0.81250756 -0.749553601 -0.7056700089 -1.30464869 -1.2453368952
#> [22,] -0.66866853 -1.138816184 0.2169502571 -0.56257749 -1.3168784015
#> [23,] -0.02651177 0.636669266 -0.3132025318 0.36512869 1.0232211889
#> [24,] -0.30645774 0.191397678 -0.8583677378 -1.20479956 -1.1641026688
#> [25,] 0.59272543 -0.186663104 0.7917113713 0.36794134 0.8644452010
#> [26,] 1.49231787 -0.545120734 1.1009671648 0.72655440 0.4873522295
#> [27,] 0.83215289 -0.752354052 0.6471632403 0.58170285 0.3405767522
#> [28,] 0.45520811 -0.724349549 0.2821470402 -0.09614614 -0.5146904156
#> [29,] 1.49231787 0.135388673 1.6692943859 1.84927108 1.4455468547
#> [30,] 0.97048877 -0.139055450 1.5642074657 1.81364416 1.4146224617
#> [31,] 1.23815640 -0.693544597 1.2206375759 1.04672788 1.0416835131
#> [32,] 0.13556221 -0.214667606 1.2566673770 1.40674726 -0.1666756048
#> [33,] -1.35748294 -0.189463554 -2.1043983621 -1.06135434 1.2913864477
#> [34,] -1.37671899 -0.735551350 -1.8766385475 -1.22495690 0.5450469926
#> [35,] -0.94042894 -0.651537843 -0.5654111400 0.03698603 0.7024383062
#> [36,] -0.62896859 0.496646754 -0.5143689217 -0.24849809 0.0410255423
#> [37,] -0.37521640 0.443438199 -0.1467791644 0.26621712 0.3221144280
#> [38,] -0.31546185 -0.388295521 0.2426858294 1.22251859 2.0755736675
#> [39,] 0.93651872 -0.984791421 0.5999813578 0.39466153 -0.0554401015
#> [40,] 0.89681878 -1.091208530 0.6707541816 0.67873932 0.7513634653
#> [41,] 0.50309360 -0.690744146 0.3803711411 0.34450258 0.3161141727
#> [42,] 0.76707774 -1.158419336 0.5390738368 0.36559747 0.2219563193
#> [43,] 1.25780173 -0.623533341 1.0229025955 0.90750164 1.0924549046
#> [44,] -0.00563861 0.101783270 0.1620477029 0.93515937 0.4305805826
#> [45,] 0.19286109 -0.413499573 0.3061669077 0.94312855 0.4291959083
#> [46,] 1.40923449 -0.794360805 1.8318574174 2.10709746 2.0271100665
#> [47,] -0.69036025 -1.110811682 -0.9394347905 -1.08948086 -1.3999588603
#> [48,] -0.44765855 -0.934383317 -0.8802429742 -1.08057413 -1.5799665211
#> [49,] -0.20045481 -1.052002227 -0.8390660586 -1.33371275 -0.8377810889
#> [50,] -0.79104257 -0.391095971 -1.0659680208 -0.41725717 0.0774886326
#> [51,] -0.78572196 0.003767512 -0.8180486746 -0.15193039 -0.2012924626
#> [52,] -1.38490455 -1.217228791 -1.4181164348 -0.96525542 -0.9960955188
#> [53,] 1.08836075 -1.189224288 0.9800099751 -0.31459540 -1.4419606478
#> [54,] -0.02569322 -0.867172511 0.6102755867 0.44716436 -0.0960572148
#> [55,] 1.03269898 0.303415687 1.2129169042 0.23996570 -0.7136219587
#> [56,] -0.31750824 -0.116651848 -0.3852621341 -0.15099284 -0.5193059967
#> [57,] -0.98708660 3.280294288 -0.5461094608 -0.45897817 -1.6939713729
#> [58,] -1.17003374 0.437837299 -0.5542590587 -1.11854492 -1.1165621841
#> [59,] -1.63620107 0.437837299 -1.3443411276 0.58498428 1.0703001156
#> [60,] 0.70363969 0.118585972 1.1069721316 1.28486570 0.2796510824
#> [61,] 1.49231787 -0.589927938 1.1725978409 0.21465184 0.0004084291
#> [62,] 1.49231787 -0.822365307 0.8410378848 -0.09849001 -0.3351443129
#> [63,] 1.09777414 0.857904834 0.8933668818 -0.13364816 -0.9047070140
#> [64,] 0.66148408 -1.228430592 0.7629733156 0.21840204 -1.0288661442
#> [65,] -1.00141132 0.356624242 -0.9750356654 -0.45007144 0.0904122595
#> [66,] -0.74070141 0.250207133 -0.6310368494 -0.55413954 -0.2326784137
#> [67,] -1.43524571 0.647871066 -1.6866242388 -0.69899109 -0.4251481433
#> [68,] -1.76225861 2.249728602 -1.7393821620 -1.07072985 -0.6180794311
#> [69,] -2.17481056 -0.567524336 -1.7222251138 -0.83774856 0.0779501907
#> [70,] -2.18790745 0.527451706 -1.3267551532 -1.10495044 -0.6983905413
#> [71,] -0.74233852 0.026171114 -0.6885129608 -0.89634546 -0.5765392017
#> [72,] -1.32842422 0.681476469 -1.3619271020 -0.78946471 0.0101011493
#> [73,] -0.56880476 -0.343488317 -0.3616711929 -0.45569674 -0.9231693382
#> [74,] -0.03510661 -0.732750900 -0.6125930226 -1.39418476 -1.4978091785
#> [75,] -1.59363619 4.291256824 -1.5909736952 -1.68998193 -1.5919670318
#> [76,] -1.30673250 0.650671517 -0.8382082062 -0.89681423 -1.2601067546
#> [77,] -1.08326686 0.535853057 -1.2173789710 -1.34355703 -1.2610298708
#> [78,] 0.29231557 -0.937183767 0.1101476322 -0.55976484 -0.8922449452
#> [79,] 1.06748759 -0.466708127 0.6291483397 0.19261941 -0.5940784096
#> [80,] 0.55916465 -0.676741895 -0.0078070741 -0.36897332 -0.7306996086
#> [81,] 0.59640892 -0.631934691 0.1238732707 -0.60289216 -0.5276140426
#> [82,] 0.38972367 -0.525517582 0.0123524575 -0.27287440 -0.3342211967
#> [83,] 0.19408892 -0.346288767 -0.0674278165 -0.35162864 -0.5096132765
#> [84,] -0.23524341 0.625467465 -0.2205544716 -0.25599849 -0.6065404785
#> [85,] -0.01382416 1.499207938 -0.0266798271 -0.72664883 -0.9213231058
#> [86,] -0.64288403 0.342621991 -0.5534012063 -0.63430010 -0.8627052265
#> [87,] -0.66375719 -0.965188269 -1.0029158687 -1.08010535 -1.5993519615
#> [88,] -0.62282942 0.457440450 -0.8180486746 -0.92634707 -1.4659616692
#> [89,] -0.75175191 2.577381279 -1.0123522452 -1.10963819 -0.9711713811
#> [90,] -1.80277711 -0.643136492 -1.7406689406 -1.88733630 -1.4221136493
#> [91,] -0.73210657 1.123947607 0.3314735537 -1.03275905 -0.5294602750
#> [92,] -1.05461742 0.460240901 -0.2214123240 -1.28214748 -0.5114595089
#> [93,] 0.22273836 -0.315483815 1.1095456889 -0.33990926 -0.3240669184
#> [94,] -0.36171023 1.291974621 1.1773160292 0.27512385 0.4615049756
#> [95,] 0.53010593 3.361507345 -0.2055420544 0.02339155 -0.1034421444
#> [96,] 0.08563032 0.765489976 1.2275003951 0.75186826 0.4273496759
#> [97,] 1.01182582 0.149390924 1.4891453799 1.38471482 0.7338242573
#> [98,] 0.86898789 2.751009194 1.5268908859 2.09162787 1.6394012586
#> [99,] 0.56162032 2.112506540 1.0722291091 1.75129705 2.1531154290
#> [100,] 1.09572775 0.440637749 1.2343632144 2.15866273 2.1808089153
#> [101,] -1.01696387 1.812858365 -0.2908983691 0.18933798 -0.0932878661
#> [102,] 0.50636782 0.314617488 0.3645008715 1.15454618 1.0259905376
#> [103,] -0.67644480 2.272132203 -0.1073179535 -0.33006498 -1.4618076463
#> [104,] -1.48640542 -0.979190521 -0.9064074727 -0.82415407 0.1901088101
#> [105,] 1.06912470 -1.175222037 0.8972272176 0.05479949 0.1831854385
#> [106,] -0.24097330 -1.259235544 0.1976485779 -0.20537077 -0.3822232396
#> [107,] 1.09941125 -1.077206279 1.4676990697 1.77051684 1.6814030461
#> [108,] 0.88986105 -0.533918933 1.4402477926 2.15913151 2.2445039338
#> [109,] 1.22546879 -0.491912180 1.8318574174 1.99552895 1.8623338231
#> [110,] 1.09777414 -0.833567108 1.8318574174 2.15397498 1.6010919359
#> [111,] -0.40345656 -0.332286516 -0.2239858812 0.28121792 0.6027417556
#> [112,] 0.02260155 -0.735551350 0.7187939165 1.41471644 1.8355634531
#> [113,] -1.02228448 -0.841968459 -0.0665699641 1.05844726 1.8951044486
#> [114,] 1.18699668 0.390229645 1.8318574174 1.62988427 0.8556755970
#> [115,] 0.77485401 -0.976390070 -0.1236171493 -0.79790266 -1.6459693300
#> [116,] 0.97949288 -0.491912180 0.2263866336 -1.34402581 -0.6914671697
#> [117,] 1.03433609 -0.080245995 0.3670744287 -1.09885636 -1.2448753371
#> [118,] -0.22951353 -0.158658602 -0.8472156565 -0.73414923 0.0904122595
#> [119,] 0.88617755 0.031772015 0.8547635233 0.33793973 0.3447307752
#> [120,] -0.74397563 -0.486311279 -1.0500977512 -1.18557978 -0.2211394611
#> [121,] -0.69281591 -0.973589620 -0.7742982017 -0.56351504 0.1065667932
#> [122,] -0.89868261 -0.032638341 -1.2057979635 -0.83024815 -0.3476063818
#> [123,] 0.63119753 -0.337887417 0.2641321396 0.14058535 -0.1786761155
#> [124,] 1.07894736 -0.225869407 0.4725902751 0.49544821 0.4785826255
#> [125,] 1.33638305 -0.052241493 1.8318574174 1.42268562 0.5145841577
#> [126,] 0.81619106 -0.088647346 0.0003425238 -0.32256457 -0.0711330771
#> [127,] 0.67580880 0.684276920 0.4219769829 0.27231120 1.3333882352
#> [128,] 0.99831965 0.608664763 0.3228950297 0.38669235 0.9069085466
#> [129,] 0.74702313 0.112985071 -0.3779703886 -0.86634384 -0.7699320475
#> [130,] 1.07649170 -0.234270758 0.1367410569 -0.05489392 0.4282727921
#> [131,] 1.17430907 -0.511515331 0.5369292057 0.52310594 0.2888822445
#> [132,] 1.07894736 -0.833567108 0.3117429483 0.42935090 -0.0406702422
#> [133,] 1.03720104 -0.682342796 0.3353338896 0.48372883 0.0091780331
#> [134,] 1.09777414 -0.545120734 0.2915834167 -0.55976484 -0.7085448196
#> [135,] 0.77076124 0.110184621 0.2242420026 -0.40788167 -0.5696158301
#> [136,] 0.90950639 -0.186663104 0.1457485072 -0.52366915 -0.9134766180
#> [137,] 0.63119753 0.065377417 -0.1536419836 0.66608239 0.9516796827
#> [138,] 1.12069369 -0.466708127 0.7217963999 1.23751940 1.2341532428
#> [139,] 0.27758158 0.070978318 0.6055573985 0.86343676 0.2390339692
#> V33 V34 V35 V36 V37
#> [1,] -1.04960990 -0.81397677 -1.083973924 0.101630708 0.03590746
#> [2,] -1.10776799 -0.64736797 0.075757786 -0.342839758 1.01263900
#> [3,] 0.92204483 -0.29060781 -0.034824971 -0.354936847 0.70947112
#> [4,] -0.62200490 -1.42970496 -0.828325615 0.101240480 0.36519573
#> [5,] -0.58196162 -1.02585971 -0.424837275 0.484445043 1.02848252
#> [6,] -1.52345535 -0.06016248 -0.148578560 -1.120565517 -0.78624272
#> [7,] -0.48423695 -0.37753414 -0.250837884 -0.677265737 -0.55158736
#> [8,] 1.70241204 0.86750447 0.388481066 0.225333200 0.08386622
#> [9,] -0.16293732 -0.24352271 1.332199863 1.498259153 0.04575613
#> [10,] 0.07350870 -0.47849546 -0.403037807 0.073144015 0.74929402
#> [11,] 1.22236941 2.06364703 1.504613839 1.416701359 0.87261655
#> [12,] 0.85339921 -0.16021831 -0.612709056 0.721704080 2.18420300
#> [13,] 1.18470966 0.88018123 0.871240199 0.800140045 0.84092951
#> [14,] -0.78265471 -0.96428689 -1.471211750 -0.926621863 -1.08726958
#> [15,] 1.67714664 1.68922996 0.795536591 0.756434433 1.12782566
#> [16,] 1.44070062 0.94854517 0.667514259 1.405384728 2.12425455
#> [17,] 1.46644273 0.91142038 0.649678331 0.716240879 0.67350205
#> [18,] -1.69173246 -0.53282441 -0.171170736 -0.802138914 -1.40242715
#> [19,] -0.40796404 -0.48121190 -0.461698194 -0.661656590 -1.26625853
#> [20,] -0.93377042 -0.36123546 -0.022537998 0.450885377 0.76342472
#> [21,] -1.75370420 -1.15489098 -0.396696144 -0.996082568 -0.91898572
#> [22,] -0.14053215 0.52296833 -0.212787903 0.217918855 0.12411732
#> [23,] -0.02945973 -1.30339013 -0.615879888 0.294403676 0.69833784
#> [24,] -1.33467990 -0.36847932 -0.458923717 -0.270647452 -0.48992609
#> [25,] 1.86973574 2.21848456 1.825660553 1.082275381 0.11812248
#> [26,] 0.72945573 1.23150849 1.103503624 0.476250241 -0.42869303
#> [27,] 0.21127665 0.50531142 0.438421666 0.002902852 -1.05857997
#> [28,] 0.55784168 2.08356765 1.796330359 1.091250640 -0.13066359
#> [29,] 1.29482868 0.70044293 0.140759836 0.243673948 -0.33919856
#> [30,] 1.26145928 1.57151722 1.972311521 2.371981168 2.30024607
#> [31,] 1.60230385 2.09805537 2.329822800 2.341543331 2.42699422
#> [32,] -0.38460546 0.43151459 1.084082279 1.323436705 0.98951602
#> [33,] 1.83350611 1.77072340 1.440800850 1.383922150 1.07130284
#> [34,] 0.65270612 1.27859359 1.290979051 1.209880159 0.73516331
#> [35,] 1.47120978 1.08663127 0.737668912 0.574197640 0.49065928
#> [36,] 0.57166615 0.52930671 0.521259645 0.526589741 0.21789383
#> [37,] 0.90488342 0.67101474 0.759072026 0.841504285 0.54546929
#> [38,] 2.02609521 1.20796594 1.719834044 2.371981168 2.46039408
#> [39,] -0.61437761 -1.08426334 -1.296419650 -0.633950353 -0.55330017
#> [40,] 0.66843740 0.82766324 0.885508942 0.599952732 0.44312872
#> [41,] 0.28135238 0.38714594 0.458239365 0.448544005 0.35363425
#> [42,] 0.17981407 0.46184826 0.645714791 0.531662713 0.59642547
#> [43,] 1.14657321 1.27451892 1.287808219 1.076421950 0.92742656
#> [44,] 0.83337757 1.94865074 2.156219762 2.256863707 1.71917431
#> [45,] 1.15134027 2.06862718 2.170884859 2.217840839 1.69605133
#> [46,] 1.65712500 1.09025320 0.557327856 0.262014696 0.39731097
#> [47,] -1.10729129 -0.88867909 -0.666216842 -0.857161158 -1.35404019
#> [48,] -1.35708507 -1.15760743 -0.827929261 -0.832966980 -1.42255270
#> [49,] -0.72163639 -0.55772519 -0.816038642 -0.637462411 -0.24199643
#> [50,] -0.07379335 -0.51562024 -0.626977799 -1.004277371 -0.51818750
#> [51,] -0.38365205 -0.43774874 -0.720913689 -1.244268009 -0.45352882
#> [52,] -0.90993513 -1.18160272 -1.190593141 -1.392945136 -1.14678983
#> [53,] -1.18070396 -0.74923476 -0.395110728 -0.628096923 -1.03331598
#> [54,] -0.03804043 -0.06650086 -0.915919841 -0.759603988 -0.59141026
#> [55,] -0.26113869 0.29297575 -0.449014868 -1.179490048 -0.73143271
#> [56,] -0.10334911 -0.11086951 -0.684449124 -1.126028719 -1.04444926
#> [57,] -1.31704179 -1.69229492 -0.175926984 1.141590140 1.42371409
#> [58,] -1.06963154 -1.52749708 -0.125193676 0.749800545 0.46068505
#> [59,] -0.61151737 0.11504841 1.778890785 1.271536290 0.44955177
#> [60,] -1.32180885 -0.62110897 0.413451366 0.337719060 -1.02560832
#> [61,] 0.46869772 0.05845574 -0.887382356 -1.221634745 -1.37716316
#> [62,] 0.91060389 0.43966393 -0.576640845 -1.172856160 -1.20074343
#> [63,] 0.56546897 0.96891853 -0.156109285 0.253819893 1.11669238
#> [64,] 0.23177499 0.15398416 -0.691187142 -0.267915852 0.31209853
#> [65,] 0.66462376 0.71900532 0.917217259 1.420993875 1.34963493
#> [66,] 0.22653123 -0.07465020 -0.732011600 -0.821650348 -1.16819999
#> [67,] -0.41225439 -0.46491322 -0.159676471 -1.236073206 -0.82092718
#> [68,] -0.37507135 0.13677999 0.398389915 -0.432202126 -0.88644227
#> [69,] -0.11765028 0.41249945 0.313966520 -0.160212736 -0.61324862
#> [70,] -0.60102985 -0.06378441 -0.150956684 -0.292500258 0.36733675
#> [71,] -0.23539658 -0.16429298 0.169693676 0.333816773 0.41315449
#> [72,] 0.38813446 0.44011667 0.457050303 0.272160641 0.20676054
#> [73,] -1.15257833 -0.75466766 -0.207238947 -0.062265337 -0.36060872
#> [74,] -1.20406254 -0.68856743 -0.070893182 0.014219484 -0.21544783
#> [75,] -1.27556840 -0.79088696 0.155821287 0.429813028 0.29539861
#> [76,] -0.59530938 0.49580385 0.747181407 0.591367701 0.32751385
#> [77,] -0.28974103 -0.08687422 -0.465265380 -0.593366571 -0.05658444
#> [78,] -0.96475629 -1.43559060 -1.077235906 -1.005838285 -0.64279464
#> [79,] -0.79171212 -0.98239654 -0.733993370 -0.932085065 -1.30179939
#> [80,] -0.51093247 -0.93848063 -1.139859833 -1.458113325 -1.04873129
#> [81,] -0.90850502 -1.77786303 -1.158884824 -0.832576751 -0.59012565
#> [82,] -1.00432286 -1.44147623 -1.408191469 -0.981644107 -0.51262086
#> [83,] -1.02529791 -1.51255662 -1.280961846 -0.935206894 -0.48179023
#> [84,] -1.30512415 -1.40027677 -0.880247984 -0.937548266 -1.17076921
#> [85,] -1.18594773 -0.38432526 -0.145407728 -0.620682578 -0.57299752
#> [86,] -1.29082298 -1.08471608 -1.114493179 -0.910622487 -0.83420148
#> [87,] -1.76800537 -1.23864813 -0.874699029 -0.692094427 -1.06200559
#> [88,] -1.64120166 -1.19020480 -0.846161543 -0.821260120 -0.87445258
#> [89,] -0.54048822 -0.50837638 -0.510449732 -1.124077575 -0.85389883
#> [90,] -0.94092100 -1.36496295 -0.936926602 -1.124858033 -0.50919524
#> [91,] 0.56451556 1.12647251 1.817337120 1.804978896 1.75428697
#> [92,] 0.28373591 0.89512169 1.055941148 1.347630883 1.54361099
#> [93,] 0.74852396 1.76755421 1.554554439 1.269194918 1.41515002
#> [94,] 0.42913115 0.95714726 1.766207458 1.749956652 1.99921921
#> [95,] -0.01229832 -1.01091924 -1.513225271 0.116069169 0.74715300
#> [96,] -0.50902565 -0.17017862 -0.491424742 -1.188855536 -0.18504540
#> [97,] -0.98477793 -0.57628758 -0.003116654 -0.436494641 -0.28438855
#> [98,] 0.08399623 -0.04114735 0.361132642 -0.862234131 -0.04245373
#> [99,] 1.20091766 0.88425590 1.373024322 0.333036315 -0.89286532
#> [100,] 1.40447099 1.24916540 1.295735298 0.082899732 -0.92969080
#> [101,] -1.26412746 0.36722532 1.166127551 1.243830054 0.81181169
#> [102,] 0.34189401 0.82539953 0.995298991 0.036072290 -1.09754646
#> [103,] -1.59210097 -1.45415299 -1.477553414 -1.140857408 -0.84362195
#> [104,] -0.11908040 -1.03853646 -1.466059149 -0.559026447 0.03676386
#> [105,] -0.07045641 -0.32954356 -0.472399752 -0.612097547 -0.45053140
#> [106,] 0.11831904 -0.12445175 -0.375689383 -0.695996713 -1.13008990
#> [107,] 1.42735286 1.16857745 0.953681824 1.154077458 1.06616440
#> [108,] 1.71051604 1.13371637 1.015909397 1.156028601 1.36462204
#> [109,] 1.62995278 1.31345467 1.386500357 1.587621521 1.67935141
#> [110,] 1.06124289 0.83626532 1.107467164 1.502161440 1.85534293
#> [111,] 0.50731088 0.05257011 -0.281753493 -0.620682578 -0.98492901
#> [112,] 2.77166290 2.44349699 1.075758846 -0.006462636 -1.07142606
#> [113,] 2.49755713 2.07677653 1.043257821 0.301427792 -0.94424971
#> [114,] 0.50731088 -0.05744603 -0.451789345 -0.747116671 -0.16920188
#> [115,] -1.23266488 0.01363435 1.004811486 1.353484313 1.80353034
#> [116,] -0.25780175 0.39529528 1.506991963 2.122625041 1.90287349
#> [117,] -0.70399828 0.32330941 1.245794698 1.673081602 1.62068757
#> [118,] 1.10080946 1.25052363 0.644129375 0.494200760 0.56045640
#> [119,] 1.25764563 0.94220679 0.401560747 -0.134067414 0.02477417
#> [120,] -0.01515856 -0.37617592 -1.028880722 -0.779895880 -0.23257596
#> [121,] 0.02822166 -0.47260982 -1.303554022 -0.404495890 0.13739162
#> [122,] -0.35075936 -0.57764580 -1.259162377 -0.077094027 0.38446488
#> [123,] -0.77359731 -0.56361082 -0.179494169 0.146116778 0.43756208
#> [124,] 0.41578339 0.15262594 -0.649966329 -0.982034336 -0.84747578
#> [125,] 0.58310708 0.38442949 -0.369744074 -0.399813145 -0.64536386
#> [126,] 0.02583813 -0.44499260 -1.091504649 -0.953937871 -0.72329685
#> [127,] 0.88295496 -0.70803530 -1.463284671 -0.828284236 -0.30494230
#> [128,] 0.37478670 -0.62654187 -1.482706015 -0.220698181 -0.25013229
#> [129,] -0.85988104 -0.55591422 -0.937719310 -0.298743917 -0.80594007
#> [130,] 0.19077830 -0.55727245 -1.294834235 -0.652681330 -0.92027033
#> [131,] -0.12623098 -0.27838379 -0.736371494 -1.044470925 -0.92455236
#> [132,] -0.56670704 -0.83525561 -0.862015702 -1.170514788 -0.82306820
#> [133,] -0.59006562 -1.09105446 -1.011837502 -1.217732458 -0.84833219
#> [134,] -1.02291438 -1.12546280 -0.900462037 -1.085444936 -1.28938150
#> [135,] -0.72831027 -0.87962426 -0.972202105 -1.311387342 -1.20031523
#> [136,] -1.21121313 -1.35771909 -1.222697812 -1.499087337 -1.30565322
#> [137,] 0.36858952 -0.88913183 -1.209221778 -1.360946384 -0.87488079
#> [138,] 0.53305299 -0.90905245 -1.233795724 -1.024179033 -1.10996435
#> [139,] -0.76358649 -1.43513786 -1.294041527 -1.388262392 -0.93311642
#> V38 V39 V4 V40 V41
#> [1,] -1.16892461 -0.79863315 0.285201384 -0.71596271 -0.7480492125
#> [2,] 1.51444298 0.95382247 1.235803235 0.76786208 0.9187114130
#> [3,] 2.48344991 3.17574780 -0.882543021 3.16875428 1.7450838186
#> [4,] -0.15189110 -0.30883791 -0.426543656 -0.46766901 -0.5770562792
#> [5,] 0.35003378 1.00537986 2.019929128 1.53109535 1.1261454632
#> [6,] 0.18382413 0.41494856 -0.607495785 -0.40505581 -1.0412600457
#> [7,] -0.38307788 -0.87795221 -0.231115357 -0.27227265 -0.2524500222
#> [8,] 0.34909208 0.48385700 -0.566479969 0.24428622 -0.5809807072
#> [9,] -1.35255566 0.11551909 -0.197337626 1.52083974 0.2812721828
#> [10,] 0.27752305 1.01529474 -0.293845428 0.92925299 0.0693530720
#> [11,] 0.55249878 -1.09013071 -0.245591527 1.50626598 2.4184035331
#> [12,] 2.29275613 0.05900425 0.490280464 -0.08821145 1.7310680044
#> [13,] 0.80157782 -0.26124647 -0.706416283 -0.95022243 -0.5636010976
#> [14,] -0.51491556 -0.13879767 2.801642325 -0.05474577 0.0239418340
#> [15,] 1.76069693 1.40544540 1.643548699 1.09010413 0.5946657885
#> [16,] 2.68968171 3.10237767 -0.660575077 3.23892425 3.3563418199
#> [17,] 0.06234513 -0.88340540 -1.193780683 -1.31186761 -1.3243794927
#> [18,] -0.96175112 -0.51853769 1.156184299 -0.71056502 0.0934602725
#> [19,] -1.38268999 -1.19076678 -0.426543656 -1.45220754 -0.8287803024
#> [20,] -0.08832650 -0.36089105 -0.482035643 -0.54971388 -0.5406151623
#> [21,] -0.69619237 -1.34692619 0.123550816 -1.67027418 -0.7682319850
#> [22,] 0.70222872 1.49914105 -0.918733447 1.18564323 0.3025762204
#> [23,] -0.18343797 -0.65040564 0.627804082 -0.78181452 -0.7452460497
#> [24,] -0.70608019 -0.52299939 -0.004322022 -1.06735229 -1.3036360877
#> [25,] -0.55070007 -0.37972933 -0.510987983 0.19732632 0.1450384687
#> [26,] -1.02719911 -0.94190321 -0.216639187 -0.35107892 -0.5686467907
#> [27,] -1.47309297 -1.28495817 -0.880130326 -1.16882885 -0.9543619977
#> [28,] -0.18343797 -0.37130168 -0.158734505 -0.37698782 -0.1492936296
#> [29,] -0.91937472 -0.87745647 -0.305908904 -1.32482207 -1.0289261292
#> [30,] 1.81201945 1.22152432 -0.687114722 0.41053505 0.0060015918
#> [31,] 2.28286830 1.56358779 -0.559241884 0.82021966 -0.0511829302
#> [32,] 1.64816405 2.67603769 -0.800511390 3.06727773 2.6589149049
#> [33,] -0.85204333 -0.26521243 0.080122305 0.92115646 1.2399538746
#> [34,] -0.99753563 0.63803344 0.767740395 1.68061134 0.7662193544
#> [35,] 0.25492231 0.34405715 -0.834289120 1.46092539 2.3477638295
#> [36,] -0.51962405 -1.11343069 -0.286607343 0.29610403 0.6159698261
#> [37,] -0.33458045 -1.47433244 0.070471525 -0.26201704 0.2319365168
#> [38,] 2.03708520 1.08866488 -0.720892453 0.09908837 -0.2373129428
#> [39,] -0.20650956 -0.06889774 -0.742606708 -0.58102048 -1.1982371649
#> [40,] 0.20030384 -0.67618434 -1.143114087 -0.88814900 -0.6572267365
#> [41,] -0.01628663 -0.79615443 -0.954923873 -0.75914423 -0.5837838700
#> [42,] 0.09530455 -0.57951423 -0.679876637 -1.13536317 -1.0765798975
#> [43,] 0.64007667 -0.00593823 -0.303496209 -0.50221422 -0.7245026447
#> [44,] 1.30585694 1.14468397 -0.689527417 1.53919188 1.3688993653
#> [45,] 1.52197656 1.47732830 -0.670225857 1.84793971 1.6968694178
#> [46,] -0.73103518 -1.36427724 -0.397591316 -0.97343249 -0.7261845424
#> [47,] -1.37421471 -0.79516294 -1.116574442 -0.45579409 -0.0136205481
#> [48,] -1.15056150 -0.83730119 -0.868066851 -0.44014079 0.0794444583
#> [49,] -0.31480480 -0.26273371 -1.116574442 -0.26471589 -0.1829315837
#> [50,] -0.60484769 -0.91860323 -0.800511390 -0.97775065 -1.2128136116
#> [51,] -0.77764922 -1.35783256 -0.315559684 -1.20607290 -1.2974691295
#> [52,] -1.02013637 -1.05096693 -0.643686211 -0.99448348 -1.0614428182
#> [53,] -0.69854661 -0.48433135 -0.472384862 -0.27335219 -0.7839296969
#> [54,] -1.03614523 -0.92603940 -0.197337626 -0.07849561 -0.5832232375
#> [55,] -0.86287286 -1.50903453 -1.063495150 -1.08516466 -0.8001880414
#> [56,] -1.25979844 -0.43723565 -0.532702239 -0.06338208 -0.2014324585
#> [57,] 0.02703147 -1.40740698 2.051294163 -0.14542695 0.5369206340
#> [58,] -0.56152959 -1.21555399 -0.026036278 -0.02829709 0.5503758156
#> [59,] 1.09067902 0.76444820 -0.127369470 -0.23232975 -1.3496079583
#> [60,] -0.58413034 -0.32817194 -0.788447914 0.28962681 -0.0422128091
#> [61,] -0.76917394 -0.44120161 -1.229971109 -0.61718500 -0.1341565503
#> [62,] -0.58978053 0.01438728 -0.827051035 -0.64849160 -0.6207856195
#> [63,] 1.38166360 1.02570537 0.574724791 -0.02343917 -0.4015782853
#> [64,] 0.96119558 1.52144953 -1.036955505 1.11061535 -0.2973006276
#> [65,] 1.24135065 0.95580544 1.686977210 1.25527342 1.9620486226
#> [66,] -0.67406247 -0.09814664 0.511994719 0.21621823 -0.0539860930
#> [67,] -0.80966694 -0.81102675 1.469834655 -0.91945560 -1.3636237725
#> [68,] -0.42686682 -0.12541257 2.237071682 -0.73593416 -1.1629173131
#> [69,] 0.23043817 0.11155314 -0.445845217 -0.96425642 -1.2688768685
#> [70,] 0.39288102 -0.80854803 -0.120131385 0.04295240 1.7904950567
#> [71,] 0.52942719 0.21912962 0.596439046 0.51740929 0.5918626257
#> [72,] 0.39193932 0.40949538 0.113900036 0.61348816 0.3877923708
#> [73,] -0.57848015 -0.14028490 0.536121670 0.13903127 0.4107783061
#> [74,] -0.58271779 -0.09963388 1.122406568 0.39164313 0.7488397448
#> [75,] 0.48563825 0.23598492 4.905512411 -0.21397761 0.2240876609
#> [76,] -0.07561358 -0.11698492 1.086216142 -0.60369078 -0.7480492125
#> [77,] -0.10621876 0.15468288 -0.824638340 0.79377099 0.5890594628
#> [78,] -0.13917818 0.24193385 0.654343727 0.27505304 0.1399927756
#> [79,] -0.96128027 -0.84077140 -0.870479546 -0.55079342 -0.9453918766
#> [80,] -0.49890670 -0.89926921 0.429963088 -1.18394238 -0.4845519054
#> [81,] -0.32798857 -0.59983974 -0.313146989 -0.31383486 0.1988591953
#> [82,] -0.69948831 -0.91067133 0.456502733 -0.57454325 -0.6925465883
#> [83,] -0.51020707 -0.72922896 -0.781209829 -0.47738485 -0.3359842748
#> [84,] -0.98953120 -0.72625450 0.789454650 -0.67871866 -0.1291108571
#> [85,] -0.46312219 -0.77285445 -0.344512025 -0.73215578 0.0368363831
#> [86,] -0.99047290 -0.88439689 -0.851177986 -0.35971522 -0.4340949743
#> [87,] -0.76634884 -0.02973395 0.475804294 0.07965669 -0.3584095776
#> [88,] -1.22118883 -0.30834217 -0.088766349 -0.15676210 -0.7884147575
#> [89,] -0.18061288 0.07536381 2.203293952 -0.30249971 -0.9571651605
#> [90,] -0.43110446 -0.60231846 1.054851106 -1.14238017 -1.0681704090
#> [91,] 2.57856138 2.66513132 -0.513400678 1.50572621 -0.1111706150
#> [92,] 2.00224239 1.65430897 0.089773085 1.05933730 -0.1380809782
#> [93,] 2.16986458 2.05734897 2.627928281 1.47765822 0.8665725841
#> [94,] 2.63506324 2.11287232 1.600120188 0.85584441 0.4012475525
#> [95,] -0.49749415 -0.70245878 2.232246292 -0.30627809 -0.0960335356
#> [96,] 0.32837473 -0.81796717 0.089773085 0.24104760 0.9074987616
#> [97,] 0.00490157 -0.44913351 -0.817400255 -1.00635840 1.6038044114
#> [98,] 0.10519238 -0.30239324 2.589325160 -1.54882617 1.3021840897
#> [99,] 0.09860049 0.16112755 1.532564727 -0.64255414 1.6133351651
#> [100,] -0.81013779 -1.02617972 -0.375877060 -0.18159147 2.2014387292
#> [101,] 0.62642205 1.02322665 1.240628625 0.61348816 1.2567728517
#> [102,] -0.13870733 -0.17052529 0.135614291 -1.04846038 1.1777236595
#> [103,] -0.91984557 -0.22307417 2.234658987 -0.58749771 -0.8708277450
#> [104,] -0.01204899 -0.39509740 -0.303496209 -0.82931419 -0.7900966552
#> [105,] 0.42489874 0.43229961 -0.853590681 0.00948673 -1.0165922127
#> [106,] -1.01401534 -0.95578405 -0.291432733 -1.24169765 -0.7648681896
#> [107,] 0.65749808 0.34356140 -0.040512448 0.50931276 0.8620875236
#> [108,] 1.12646353 1.15162439 -0.817400255 1.57967455 1.5881066995
#> [109,] 1.13729305 0.63456323 0.343106066 0.83317412 0.7465972145
#> [110,] 1.82991171 1.40990710 -0.132194860 1.30169355 0.7987360434
#> [111,] -0.89065294 -0.37526763 -0.542353019 0.23403061 0.8177975507
#> [112,] 0.04209863 1.44014749 -0.445845217 2.60145714 2.6101398715
#> [113,] -0.84356806 0.07734679 -0.202163016 1.03180909 1.2158466742
#> [114,] 0.59299178 1.33653696 -0.110480604 1.59208924 1.1014776302
#> [115,] 1.86145858 1.65777918 -1.179304513 0.76462347 -0.3662584335
#> [116,] 1.25594696 0.52649100 -0.906669972 -0.15784164 -0.1874166442
#> [117,] 1.39202228 0.62316111 0.128376206 0.10016791 0.2801509177
#> [118,] 0.16263593 0.15418713 0.150090461 0.23834876 -0.2261002915
#> [119,] 0.12873482 -0.04559776 0.306915640 -0.28360780 0.3586394773
#> [120,] -0.08126377 1.10651167 -0.650924296 1.19212046 0.1248556963
#> [121,] -0.17402099 -0.29148687 -1.104510966 -0.35755614 -1.3832459124
#> [122,] -0.02429106 -0.81003526 -0.573718055 -1.16289139 -1.0025763985
#> [123,] 0.45974156 0.15567437 -0.580956140 -0.13247250 -0.6095729682
#> [124,] -0.84639315 -0.06195732 -1.193780683 0.39110336 0.0003952661
#> [125,] -1.21459695 -0.57703551 -0.047750533 -0.03693340 0.2498767590
#> [126,] -0.53657461 0.85368215 -0.916320752 1.01021833 -0.8506449725
#> [127,] 0.57462868 1.14270099 -1.116574442 0.51686953 1.1424038077
#> [128,] 0.27940645 1.40296668 0.282788689 0.90712246 -0.2216152309
#> [129,] -0.06996340 1.26019236 0.328629895 0.44669956 -1.0244410687
#> [130,] 0.19700790 1.32166464 -0.757082879 1.02533186 -0.3853199409
#> [131,] -0.90101162 -0.54282916 0.060820744 -0.43906125 -0.3202865629
#> [132,] -0.84592230 -0.49523772 -0.221464577 -0.48008369 -0.2748753249
#> [133,] -1.01589873 -0.51903344 -0.023623582 -0.67494027 -0.5821019723
#> [134,] -1.22354308 -1.40294528 -0.291432733 -1.54936594 -1.3658663028
#> [135,] -0.86616880 -1.10847325 -0.773971744 -1.08732374 -1.4701439605
#> [136,] -1.22589732 -1.26760712 -0.001909327 -1.17098792 -1.1971158997
#> [137,] -0.73480197 -0.77880338 0.668819898 -1.18124353 -0.7323515006
#> [138,] -1.08935115 -0.83432673 -0.016385497 -1.59308723 -0.8108400602
#> [139,] -0.80825439 -1.04204353 0.089773085 -1.32104369 -1.4107169082
#> V42 V43 V44 V45 V46
#> [1,] -1.246821073 -0.821960827 -0.425066384 -0.90353999 -1.056178120
#> [2,] -0.133899322 -0.315587561 0.001456768 0.05096760 -1.075727810
#> [3,] 1.209492751 0.436321095 0.705148164 1.45005791 1.442561880
#> [4,] -0.213314397 -0.511737645 -0.990173657 -0.85805674 -0.820857778
#> [5,] -0.250522859 -0.435225201 -0.338182038 -0.46600396 -0.770897459
#> [6,] -0.351041240 -0.489479479 -0.562214401 0.07338892 0.505624888
#> [7,] -0.604280920 -0.321152102 -0.804916127 -0.67035827 -0.282879273
#> [8,] -1.286806285 -1.244865973 -0.682847211 -0.31930447 -0.703559639
#> [9,] -0.286620620 -0.269680094 0.596722245 -0.06049839 -0.066384559
#> [10,] -0.014499034 -0.161171537 0.056028754 -0.56145472 -0.678941510
#> [11,] 1.748737771 0.590041551 -0.299407206 0.22201023 1.276027485
#> [12,] 1.971433191 0.087841690 -0.575139344 -0.49419076 -0.270570209
#> [13,] -0.442674019 -0.261333282 -0.317358517 -0.43461411 -0.209024889
#> [14,] -1.106317479 -0.915862463 -0.602425337 -0.57362629 -0.829546529
#> [15,] -0.575958061 -0.666153668 0.220462764 -0.08227910 -0.013527990
#> [16,] 2.822785010 2.098727836 0.443777074 1.52180613 2.784249861
#> [17,] -0.520423044 0.069756931 0.478961644 0.19830770 0.004573575
#> [18,] -0.249412158 -0.602857010 -0.474612002 -0.30457046 -0.897608413
#> [19,] -1.024681003 -0.653633450 -0.229038066 -0.59220395 0.184865160
#> [20,] -0.467664777 -1.215652131 -0.942064144 -0.41731767 0.207311101
#> [21,] -0.691470898 -0.523562295 -0.239808853 -0.65562426 -0.723109328
#> [22,] -0.444340070 -0.487392776 -0.987301448 -0.45895726 -0.051903307
#> [23,] -0.277735017 -1.090449949 -1.082084370 -0.90738364 -0.639118068
#> [24,] -1.385103266 -1.298424684 -0.893236577 -0.79719887 -0.825202154
#> [25,] -0.348819840 0.287469613 -0.010750123 -0.55632984 -0.743383081
#> [26,] -0.524865845 0.113577694 -0.408551177 -0.93300800 -0.699939326
#> [27,] -0.594839967 0.045412062 -0.190263234 -0.88111867 -0.783206524
#> [28,] 0.425338304 1.251526409 0.172353250 -0.81577654 -1.067763122
#> [29,] -0.596506018 0.101057476 -0.369776345 -1.17708008 -1.048937494
#> [30,] -0.276068967 0.242257714 0.056028754 0.23033815 0.179796722
#> [31,] -0.588175765 -1.006286261 -1.090701000 -0.29047706 0.200070475
#> [32,] 2.454032494 3.582373684 3.979467310 2.54806194 2.065255708
#> [33,] 1.108419019 0.988601828 1.189833564 -0.24371259 -0.883127161
#> [34,] 0.194312631 -0.143086777 0.422235501 -0.42116132 -0.380627723
#> [35,] 2.113047486 2.576582828 1.340624577 0.75627824 0.620026777
#> [36,] 1.243369112 1.136062175 0.185996246 -0.28535219 -0.389316474
#> [37,] 1.287797126 1.244570732 0.179533774 -0.20719788 -0.230746767
#> [38,] -0.291063422 0.254082364 0.820754607 0.63135946 0.384706435
#> [39,] -0.424347464 -0.538864784 -0.427938593 -0.58387604 -0.613051815
#> [40,] -1.208501911 -1.269210842 -1.245082275 -1.07522323 -0.988116237
#> [41,] -0.992470693 -1.413888918 -1.240773960 -0.90289938 -0.837511218
#> [42,] -1.331234299 -1.052193727 -1.175431188 -1.27189023 -0.860681221
#> [43,] -1.008020498 -1.263646300 -0.987301448 -1.13479988 -0.962049983
#> [44,] 1.102310168 0.572652359 -0.218267280 -0.57490751 -0.739762768
#> [45,] 1.292239927 0.848097158 0.041667705 -0.32635117 -0.623188691
#> [46,] -0.652041035 0.012024814 1.167573938 1.10348838 0.544724268
#> [47,] 0.118229657 -0.214034680 -0.531338145 -0.59540700 -0.350217094
#> [48,] 0.051032286 -0.473481423 -1.094291262 -0.81577654 -0.544265869
#> [49,] -0.397690655 -0.744057248 -0.309459940 -0.11623138 0.040052642
#> [50,] -1.254595975 -1.201740777 -0.687873578 -0.56273593 -0.790447149
#> [51,] -1.403985172 -1.175309206 -0.546417247 -0.43781716 -0.920054353
#> [52,] -1.326236148 -1.266428571 -0.602425337 -0.76901207 -0.729625892
#> [53,] -1.539490615 -1.552306885 -0.769731557 -0.44870751 -1.003321551
#> [54,] -0.429900965 -0.911689057 -0.783374553 -0.05473291 0.386154561
#> [55,] -0.353817991 -0.613290525 -0.896826840 0.11887217 0.774976172
#> [56,] -0.063369850 -0.604943713 -1.174713135 -0.51340903 0.389774873
#> [57,] 0.577504252 -0.141000074 -0.115585780 0.16435541 0.030639828
#> [58,] 0.081576546 -0.625115176 -0.329565409 -0.22321310 -0.675321197
#> [59,] -0.922496571 0.107317585 0.425107710 0.02982750 -0.725281516
#> [60,] -0.929160773 -0.610508254 -0.664895900 -0.71904456 -0.623912754
#> [61,] 0.007159622 -0.591032359 -1.008843021 -1.08675419 -0.527612429
#> [62,] 0.062694640 -0.258551011 -0.499743838 -0.82346385 -0.764380896
#> [63,] -1.207946561 -1.796451138 -1.594055763 -1.30135825 -1.203162826
#> [64,] -0.311056028 -0.552776137 -0.949244668 -0.95799176 -0.932363417
#> [65,] 1.093424565 0.802189691 0.419363291 -0.03167098 0.562101770
#> [66,] 0.101013802 -0.013711190 -0.210368703 0.01957775 0.064670770
#> [67,] -1.040786158 -1.041064645 -1.010997178 -0.79912070 -0.850544344
#> [68,] -1.324570097 -1.253908353 -1.075621898 -1.04191155 -0.802756213
#> [69,] -0.795876731 -0.716930108 -1.323349991 -0.89393085 -0.882403098
#> [70,] 0.899607354 -0.500608562 -0.574421292 -0.92403948 -0.786102774
#> [71,] 0.490869625 0.890526786 0.417927186 -0.47945675 -0.394384912
#> [72,] 0.275393757 -0.013015622 0.220462764 0.06762344 0.092185149
#> [73,] 0.896830603 0.471795046 -0.184518815 -0.74787197 0.019054827
#> [74,] 0.655253277 0.547611923 0.214000292 0.04456151 -0.348044906
#> [75,] 1.200607149 0.729850653 -0.598117023 -0.14826184 -0.262605521
#> [76,] -0.107797864 0.276340530 -0.131382934 -0.56145472 -0.537749305
#> [77,] 0.462546766 -0.182734135 -0.552879719 -0.64985877 -0.398729288
#> [78,] 0.458659315 0.278427233 -0.316640465 -0.31802325 -0.335011780
#> [79,] -0.984140440 -0.424096118 -0.379111027 -0.09637250 -0.350941157
#> [80,] -0.441563319 -0.483914938 -0.610323914 -0.41988010 -0.980875611
#> [81,] -0.156668679 -0.497826291 -0.043062483 -0.48265980 -0.647082756
#> [82,] -0.297172274 -0.042925032 -0.542826985 -0.87022831 -0.504442426
#> [83,] -0.514869542 -0.351757080 -0.325257094 -0.58451664 -0.639118068
#> [84,] 0.028262929 -0.870650564 -0.775475976 -0.46216030 -0.165581134
#> [85,] -0.023939987 -1.582216295 -0.705106837 -0.11366894 0.066118895
#> [86,] -0.882511358 -1.192002830 -0.091890049 -0.34108518 -0.713696515
#> [87,] -0.906946766 0.057236713 0.263545910 -0.40898975 -0.419003040
#> [88,] -0.747005915 0.203305924 -0.124202409 -0.61975015 -0.193095512
#> [89,] -0.205539495 0.571261224 -0.335309828 -0.86638466 -0.434208355
#> [90,] 0.001606121 -0.137522236 -1.410952390 -0.04128011 -0.129378004
#> [91,] -1.067442966 -0.977767986 0.340377522 2.03877769 1.861070058
#> [92,] -0.712574204 -0.392100005 0.007919240 1.40265283 1.017537140
#> [93,] 1.055660753 1.318300905 1.078535435 1.70502034 1.576513460
#> [94,] 0.911269707 1.393422214 1.630717764 2.29630255 1.913926627
#> [95,] 0.907937606 0.414062929 -1.014587440 -0.53775218 0.341986743
#> [96,] -0.674255042 -0.061705360 0.705148164 0.14962140 -0.373387097
#> [97,] 2.000866751 2.255926130 1.483517013 1.83378277 2.979746761
#> [98,] 2.290204192 1.186143047 0.605338874 2.43659595 2.918201440
#> [99,] 1.554920560 -0.003973243 2.172129307 2.63774721 2.506209826
#> [100,] 3.008827318 1.925531485 1.567529149 2.82928934 3.296162113
#> [101,] 1.803162088 1.855974717 -0.618222491 1.43276146 2.013123202
#> [102,] 2.865546973 3.432131067 2.360977100 2.45132996 4.076701586
#> [103,] 0.037148532 0.431452121 -0.578729607 -0.89841511 -0.671700885
#> [104,] -1.089656973 -1.386066211 -1.010279126 -0.98617856 -0.901228726
#> [105,] -0.643710783 0.778540391 0.611801346 -0.69598263 -0.084486123
#> [106,] -0.514314192 -0.883170783 -0.318794622 -0.02014001 -0.649254944
#> [107,] 0.868507744 1.210487916 1.939480315 1.71591069 1.110941214
#> [108,] 0.943480017 1.619481708 2.543362421 1.91001526 1.723498166
#> [109,] 0.625264367 1.568009700 2.268348335 1.57177364 0.732980542
#> [110,] 0.295941713 0.843228184 1.960303836 1.50002542 0.537483642
#> [111,] 0.724672049 0.807058665 0.575180671 0.02406202 0.092909211
#> [112,] 1.437741673 0.021762761 -0.356851401 0.50131581 0.798146175
#> [113,] 0.485316123 -0.238379549 -1.008124968 -1.04831765 -0.634773692
#> [114,] 0.368692586 0.055150010 0.658474755 1.44172999 1.882791936
#> [115,] -0.624273527 0.101057476 1.289642853 1.34115436 1.309334364
#> [116,] -0.326050483 0.388326925 1.057711914 0.61150058 0.408600501
#> [117,] 0.195978682 0.654729345 1.033298131 0.52181530 0.037880454
#> [118,] -0.687028096 -0.492261750 0.033769128 -0.29111767 -0.326323029
#> [119,] 0.558622346 0.605344040 -0.089017840 -0.64089025 -0.625360879
#> [120,] -1.321793346 0.381371249 0.837987866 1.34435741 1.431700942
#> [121,] -0.529863997 0.609517446 1.742015893 1.49554116 0.665642721
#> [122,] -0.115017416 1.306476255 1.799460089 0.78894930 -0.172821760
#> [123,] -0.913055618 -0.416444873 -0.466713425 -0.87855623 -0.266225834
#> [124,] -0.418238612 -0.957596524 -1.410952390 -1.11045673 -0.702835576
#> [125,] 0.585279155 0.457188125 -0.929139200 -0.54992375 -0.793343400
#> [126,] -0.233862354 0.578912468 1.632871922 1.66081831 0.245686418
#> [127,] 2.416268682 2.490332436 2.472275229 2.38150356 1.398394062
#> [128,] 1.037889547 1.546447103 1.939480315 2.09002642 0.401359875
#> [129,] 0.456993264 1.441416384 1.836080763 0.95166402 -0.537025243
#> [130,] 0.856290040 0.844619320 1.509366901 1.83250155 0.173280159
#> [131,] -0.062814500 -0.972899012 -0.763269085 -0.37311564 0.160247032
#> [132,] 0.197644732 -0.624419608 -1.109370363 -0.54159583 0.124043903
#> [133,] -0.027827439 -0.838654451 -1.102189839 -0.87599379 0.002401387
#> [134,] -0.977476238 -0.468612449 0.006483135 0.10990364 0.436838942
#> [135,] -0.832529842 -0.175082890 0.178097670 -0.04576438 0.234101416
#> [136,] -1.004133046 -0.430356227 0.025870551 -0.13929331 0.253651106
#> [137,] -1.245710372 -1.352678962 -0.595244813 -0.89264963 -0.782482461
#> [138,] -1.112981681 -0.997243881 -0.377674922 -0.69021715 -1.145237819
#> [139,] -0.811426536 -0.716930108 -0.482510579 -0.45639482 -0.489961174
#> V47 V48 V49 V5 V50
#> [1,] -0.754230288 -0.2577257165 -0.32922145 0.73353371 -1.070391943
#> [2,] 0.156494535 -0.2544688526 -1.11433626 0.33702642 -0.740200021
#> [3,] 1.611650212 1.1003865347 0.43619514 -1.12189274 0.639268454
#> [4,] -0.946840795 -1.3276055116 -0.83293310 -0.39148458 -1.180455917
#> [5,] -0.092897104 0.2389460300 -0.05344635 1.66504126 -0.351307313
#> [6,] -0.091783748 -1.0524005110 -0.67816136 0.68610460 -0.211892946
#> [7,] 0.280076999 0.4294725689 0.70634217 -0.28334623 1.703220203
#> [8,] -0.896739796 -0.5964395634 -0.83856116 -0.92269052 -0.982340764
#> [9,] -0.811011420 -0.5899258355 -1.06931175 0.76009400 -1.019028755
#> [10,] -0.652914935 -0.9481808658 -0.21384615 -0.37820443 -0.292606527
#> [11,] 1.219749065 -0.3440326102 -0.87232954 -0.11260146 1.923348151
#> [12,] -0.464757851 -0.1160521364 -0.01686394 1.12245234 0.066935789
#> [13,] -0.510405427 -0.6974023446 -0.56560010 -0.72917978 -0.204555347
#> [14,] -1.263033765 -1.0133181441 -0.43334062 3.35541443 -0.630136047
#> [15,] -0.671841979 -1.1256799490 -0.25324260 1.87183214 -0.233905741
#> [16,] 3.477634079 3.2645726041 4.09443618 -0.27386041 4.198003614
#> [17,] -0.214252856 0.4799539595 0.50091786 -1.11050976 -0.292606527
#> [18,] -0.795424443 -0.6908886168 -0.86388745 0.69559042 -1.085067140
#> [19,] 0.288983843 -0.8276769011 -0.47836512 -0.31559802 0.463166095
#> [20,] 0.003964827 -0.0932540890 0.17730423 -0.72159113 0.294401335
#> [21,] -1.140564657 -0.8081357176 -1.17624495 -1.35903825 -0.468708885
#> [22,] -0.718602911 -0.4612797110 -0.51494753 -0.90561604 1.196925922
#> [23,] -0.497045161 -0.0899972251 0.18574633 -1.36093541 -1.019028755
#> [24,] -0.787630954 -1.0898544460 -0.85825938 -0.28334623 -0.461371287
#> [25,] -0.826598398 -0.7788239424 -0.99051887 -0.21884265 -0.255918535
#> [26,] -0.678522112 -0.7234572559 -1.42106570 -0.22263698 -1.019028755
#> [27,] -0.989148305 -0.9758642091 -0.71474377 -1.16932184 -0.975003166
#> [28,] -0.456964362 -0.2479551248 -0.44741077 -0.26437459 -0.380657706
#> [29,] -0.950180861 -0.7820808063 -1.21845542 -1.03841752 -0.021115391
#> [30,] -0.124071059 -0.9774926410 -0.99896096 -1.28125452 1.292314700
#> [31,] -0.112937503 -0.3375188824 -0.98489080 -0.93217634 -0.013777792
#> [32,] 2.102640000 1.5612327782 1.21005382 0.98395936 -0.006440194
#> [33,] -0.606154003 -0.7853376702 -0.14349537 -0.56981800 0.206350156
#> [34,] -0.193099101 -0.3456610421 -0.29263904 1.46773620 -0.659486440
#> [35,] 0.305684176 0.1428685446 -0.58811235 -1.17121901 0.455828497
#> [36,] -0.619514269 -0.1811894146 -0.56560010 -0.87905574 -1.004353559
#> [37,] -0.411316785 -0.2365561011 -0.62469476 1.13952681 -0.975003166
#> [38,] 0.120867158 0.2894274206 0.09288329 -0.80886067 -1.261169498
#> [39,] -0.100690593 0.0809881303 -0.32077935 -1.32678646 -0.637473645
#> [40,] -1.075990036 -0.8488465165 -1.14529060 -0.66657337 -0.982340764
#> [41,] -1.069309903 -1.1093956295 -1.19312914 -0.82403798 -1.173118319
#> [42,] -0.890059663 -0.9937769606 -0.93986630 -0.44650234 -0.828251200
#> [43,] -1.116070835 -0.9628367534 -1.19594317 -0.24540295 -0.820913602
#> [44,] -0.330041832 0.1298410890 0.10413941 -1.01375439 -0.145854561
#> [45,] -0.449170873 -0.2414413970 0.11258151 0.04486315 -0.233905741
#> [46,] -0.145224814 -1.1012534697 -1.04398547 -0.76902023 -0.145854561
#> [47,] -0.667388557 -0.9237543865 -0.70348765 -1.09912677 -0.784225611
#> [48,] -0.853318930 -1.0686848306 -0.73444199 -0.35354130 -0.820913602
#> [49,] -0.344515453 -0.3977708647 -0.22791631 -1.10292110 -0.710849628
#> [50,] -0.870019263 -0.7739386465 -0.81886294 0.02020002 -1.473959848
#> [51,] -0.736416600 -0.7022876405 -0.91454001 -0.26437459 -0.820913602
#> [52,] -0.404636652 -0.4971052140 -0.08158667 -0.86767276 0.778682821
#> [53,] -0.494818450 -0.4384816636 -0.61062461 -0.64760173 0.243038147
#> [54,] 0.804467453 0.9733688421 0.69508604 0.08090927 -0.079816177
#> [55,] 0.742119543 0.2633725094 0.39117063 -1.16363035 1.453741861
#> [56,] 1.102846735 0.2829136928 -0.28982501 1.87942080 -0.329294518
#> [57,] 0.422586506 1.4521278372 1.39577990 0.63298401 -0.410008099
#> [58,] -0.019415639 0.6460540190 0.62473525 0.63108685 -1.026366354
#> [59,] -0.797651154 -0.9042132030 -0.99614693 0.52294850 0.587905266
#> [60,] -0.713036134 -1.1435927005 -1.15936076 1.75989946 -0.410008099
#> [61,] -0.210912790 -0.9628367534 -0.89484179 -0.84300963 0.815370812
#> [62,] -0.573866692 -0.7397415755 -0.51213350 -0.68744217 -0.916302380
#> [63,] -1.344308719 -1.4660222278 -1.48016036 -0.52238890 -1.517985438
#> [64,] -0.242086745 0.0907587220 -0.58811235 -0.71210531 -0.476046483
#> [65,] 0.647484323 1.3120826890 0.66413169 1.85096333 0.228362950
#> [66,] -0.407976719 0.2194048465 0.32363388 -0.33456966 -0.395332902
#> [67,] -0.855545641 -0.5117611016 -0.43896868 -0.85059828 -0.160529758
#> [68,] -0.140771392 0.3887617700 0.67820185 1.21351621 0.426478104
#> [69,] -1.050382859 -1.1028819016 -0.95393646 -0.28714056 -0.952990371
#> [70,] -0.596133803 -1.0279740317 -0.79072263 -0.35164413 -0.123841766
#> [71,] 0.106393536 -0.1844462785 -0.25324260 0.07332061 0.125636575
#> [72,] -0.219819634 -0.6062101551 -0.20540406 0.79424296 -0.652148842
#> [73,] 0.872382140 0.5157794625 0.28705146 0.46793074 0.852058803
#> [74,] -0.063949860 -0.5703846521 -0.65564911 1.66693842 -0.175204954
#> [75,] -0.762023777 -0.1355933198 -0.16037955 4.60754271 -0.681499235
#> [76,] -0.362329142 -1.0947397419 -0.41082836 1.13952681 -0.476046483
#> [77,] -0.615060847 -1.0247171678 -0.79353666 0.08090927 -0.204555347
#> [78,] -0.276600766 -0.2202717815 0.34614613 0.60832088 0.778682821
#> [79,] -0.477004761 -0.6599484096 -0.09565683 1.16229278 -0.094491373
#> [80,] -0.929027106 -0.4791924625 -0.35736176 1.07692040 -0.277931330
#> [81,] -0.153018302 0.0744744025 0.30956372 -0.31559802 0.147649369
#> [82,] 0.316817731 0.3708490184 -0.17726374 0.79993445 -0.101828972
#> [83,] 0.152041113 0.0972724499 0.20263052 0.04865748 0.903421991
#> [84,] -0.649574868 -1.3031790322 -1.20438527 0.89289549 -0.556760064
#> [85,] -0.142998103 -0.2805237639 -0.79916472 0.60832088 -0.116504168
#> [86,] -0.343402098 0.0435341953 0.37147241 0.12454404 -0.886951987
#> [87,] 0.195461978 0.6851363859 1.52803939 0.50777118 0.866734000
#> [88,] -0.158585080 -0.6078385870 -0.36861789 -1.02703454 -0.175204954
#> [89,] -0.628421113 -0.5996964273 0.01409040 1.85855199 0.477841292
#> [90,] -0.861112419 -0.4449953915 -0.03656217 2.76160208 1.952698544
#> [91,] 1.260943220 1.6735945832 1.59276211 -1.07066931 2.202176885
#> [92,] 0.135340780 0.7307324807 1.49427101 -0.34026115 2.143476099
#> [93,] -0.489251672 0.9228874515 0.70634217 1.01241682 1.923348151
#> [94,] -0.292187744 -0.1730472548 -0.70911571 0.90996996 -0.387995304
#> [95,] 2.264076552 3.3297098823 2.66772217 1.22679636 0.030247797
#> [96,] -0.814351487 0.0695891066 0.83860165 -1.06877215 -0.263256134
#> [97,] 3.459820390 2.8330381358 3.56821227 -0.28524339 4.146640426
#> [98,] 1.583816323 0.4815823914 1.28603267 1.70108737 1.226276315
#> [99,] 2.424399748 0.9749972741 0.05630088 -1.04410902 0.463166095
#> [100,] 2.013571558 0.7795854394 -0.45585287 0.37686686 1.086861948
#> [101,] 1.097279957 -0.0004334675 1.89667752 -0.24730011 3.090026276
#> [102,] 4.803640514 3.9713120729 3.04480240 -0.30611220 1.967373740
#> [103,] -0.448057518 -0.4759355986 0.10976748 0.92514728 0.580567667
#> [104,] -0.793197732 -0.8683877000 -1.15654673 -0.70072232 -0.652148842
#> [105,] 0.207708889 -0.2088727579 0.25046905 -1.07446364 0.169662164
#> [106,] -0.534899249 -0.2463266928 -0.21666019 -0.16192773 -0.534747270
#> [107,] 1.150721022 1.4749258845 1.30573089 0.16438449 0.323751728
#> [108,] 2.132700599 2.1686378978 1.57306389 -0.13726460 1.519780246
#> [109,] 0.371372152 0.7470168003 1.16784335 0.52863999 0.397127711
#> [110,] -0.088443682 1.2274042272 1.14533109 -0.09552699 0.132974173
#> [111,] 0.536148770 0.7177050250 0.68382992 -0.59258397 0.110961378
#> [112,] 0.865702007 0.9798825699 1.95014412 -0.08414400 2.099450509
#> [113,] -0.173058702 0.2177764146 0.66975976 -0.52618323 0.066935789
#> [114,] 2.564682545 2.5366635198 2.06270538 -0.58309815 0.881409196
#> [115,] 1.705172076 1.4488709732 1.11437675 -1.05359484 0.507191685
#> [116,] -0.399069874 -0.8814151556 -0.66690524 -0.53377188 -0.622798449
#> [117,] -0.571639981 -0.9726073452 -0.65846314 -0.69882516 -0.666824038
#> [118,] -0.361215786 -0.0818550653 -0.48117915 -0.38010160 0.088948583
#> [119,] -0.563846493 -0.6094670190 -0.80197875 1.55310858 -0.659486440
#> [120,] 0.959223871 -0.0671991777 0.20825858 -0.63242442 0.441153300
#> [121,] 0.124207224 -0.6436640901 -1.16498882 -0.56792084 -1.085067140
#> [122,] -0.910100062 -0.8048788537 -0.60499654 -1.15983602 -0.886951987
#> [123,] -0.456964362 -1.3813437661 -0.82449100 -0.75763724 -0.402670501
#> [124,] -0.474778050 -0.2007305981 -0.44178271 -1.03462320 -1.099742336
#> [125,] -0.491478383 0.1119283375 0.17449020 -0.37820443 -1.151105524
#> [126,] -0.481458184 0.5402059419 0.72322636 0.31805478 -0.864939192
#> [127,] 1.468027348 2.2777428388 2.09647376 0.51915417 1.094199546
#> [128,] 0.215502378 1.6084573049 1.18472754 0.17197314 -0.534747270
#> [129,] 0.021778516 1.4407288135 1.57306389 0.98016503 0.683294043
#> [130,] -0.297754521 0.7551589600 1.06935224 -0.67416202 -0.461371287
#> [131,] 0.831187985 0.9635982504 -0.04219023 -0.63432158 -0.380657706
#> [132,] 0.746572965 0.3480509711 -0.60781057 0.20043061 -0.468708885
#> [133,] 0.667524723 0.5613755573 -0.02812007 0.26493418 -1.195131114
#> [134,] 0.621877146 0.3203676278 0.09006926 0.30667179 -0.476046483
#> [135,] 0.403659462 0.0337636036 0.06474297 -0.38010160 -0.094491373
#> [136,] 0.535035415 0.2226617105 -0.07033054 -0.50721159 -0.520072073
#> [137,] -0.630647824 0.2340607341 0.57971075 0.62729252 0.499854086
#> [138,] -0.464757851 0.5776598768 0.34051806 -0.06896669 -0.204555347
#> [139,] 0.056292537 0.0875018581 -0.10409892 -1.19398498 0.250375745
#> V51 V52 V53 V54 V55
#> [1,] -0.323132594 -0.57778993 -0.309894217 -0.871374199 -0.03907116
#> [2,] -1.017040171 0.86035822 0.808001909 -0.238149767 1.20310082
#> [3,] 0.551794350 -0.21825289 -1.079355188 0.502857547 -0.16906590
#> [4,] -0.089315911 -1.09280244 -0.818028820 -0.103421165 0.19203060
#> [5,] 0.204840562 0.55912448 1.998488694 0.246873202 -0.38572381
#> [6,] -0.873733171 -0.60694158 0.140167860 -0.911792780 0.35091307
#> [7,] -0.805850908 0.01496032 0.256312912 0.435493245 -0.55905013
#> [8,] -0.798308435 -0.79156871 0.140167860 -0.817482758 -0.58793785
#> [9,] 0.144500772 -0.82072036 -0.222785428 1.095663398 -0.24128521
#> [10,] -0.677628856 -0.58750715 -0.774474426 0.826206193 1.31865171
#> [11,] 1.947151976 1.96812098 0.691856857 0.556748988 0.17758674
#> [12,] 1.449348715 1.82236272 0.299867306 0.098671739 0.16314288
#> [13,] -0.926530487 -0.57778993 -1.456826607 -1.275560006 -0.41461153
#> [14,] -0.111943332 -0.50005219 -1.093873319 -0.197731186 0.35091307
#> [15,] -0.458897120 0.48138675 0.111131597 -0.655808435 -0.79015190
#> [16,] 1.720877766 0.28704240 0.561193674 0.031307438 1.52086575
#> [17,] -0.458897120 -0.50976941 -1.369717818 -0.386351230 -0.47238697
#> [18,] -0.617289067 -0.80128593 -1.384235950 -0.386351230 0.45202009
#> [19,] 0.001193773 -0.40288002 0.169204123 -0.925265640 -0.31350451
#> [20,] -0.375929910 -0.53892106 -0.092122245 -1.033048522 -0.12573432
#> [21,] -0.579576699 -1.02478192 -0.208267297 0.395074665 1.34753943
#> [22,] 0.702643823 0.13156693 -0.527666190 2.133073637 1.53530961
#> [23,] -0.594661646 -0.54863828 -1.137427714 0.233400342 1.31865171
#> [24,] 1.049597611 2.35680967 0.532157411 -1.275560006 0.04759200
#> [25,] -0.255250331 -0.02390855 1.170955197 0.435493245 -0.45794311
#> [26,] -0.994412750 -1.18025740 -1.137427714 -0.709699876 -0.61682557
#> [27,] -0.142113227 -0.17938402 0.343421701 -1.167777124 -0.84792734
#> [28,] 0.996800295 -0.30570785 0.024022808 -0.143839745 -1.02125366
#> [29,] 0.235010456 0.28704240 0.764447515 -0.777064177 -0.74682032
#> [30,] -0.866190698 -0.51948663 -0.992246399 0.543276127 0.13425516
#> [31,] 1.064682558 0.66601387 -0.280857954 -0.763591317 -0.15462204
#> [32,] 0.287807772 -0.46118332 0.619266200 -0.224676907 0.49535167
#> [33,] -0.768138540 -0.79156871 0.270831043 0.960934795 -0.40016767
#> [34,] -0.737968645 0.22873910 0.241794780 0.341183224 -0.09684660
#> [35,] -0.768138540 -1.31629844 -0.948692004 -1.194722845 -1.31013087
#> [36,] -1.069837486 -0.49033497 0.111131597 -0.009111143 -0.03907116
#> [37,] -0.745511119 -1.15110574 -0.106640376 -0.521079832 0.37980079
#> [38,] -0.526779383 0.18987023 1.911379905 -0.938738500 1.52086575
#> [39,] -0.903903066 -0.91789253 -1.006764530 -1.033048522 -1.20902384
#> [40,] -0.881275645 -1.06365079 0.270831043 -0.170785466 -0.76126418
#> [41,] -1.122634802 -0.99563027 -0.527666190 -1.113885683 -0.67460101
#> [42,] -1.077379960 -1.03449914 -0.382484875 -0.143839745 -0.01018344
#> [43,] -0.911445539 -0.69439654 -0.818028820 -1.221668565 -1.16569226
#> [44,] -0.602204120 -0.98591305 0.938665093 0.785787612 -0.25572907
#> [45,] -0.828478329 -0.50976941 0.720893120 0.637586149 -0.22684135
#> [46,] -0.323132594 -1.12195409 -0.629293111 0.098671739 -1.22346771
#> [47,] -1.092464907 -0.72354819 -1.239054634 -1.154304264 -0.64571329
#> [48,] -0.209995490 -0.67496210 -0.687365637 -0.426769811 -0.14017818
#> [49,] -1.084922434 -0.79156871 -0.556702453 0.004361717 -1.22346771
#> [50,] 0.152043246 -0.15994959 -0.426039269 -0.615389854 -0.77570804
#> [51,] -0.096858385 -0.50976941 0.590229937 -0.440242671 -1.13680454
#> [52,] -0.104400858 -0.36401115 -0.193749165 -1.221668565 -0.64571329
#> [53,] -0.398557331 -0.77213427 -1.282609029 0.125617460 0.78422887
#> [54,] -0.345760015 -0.13079794 -0.542184322 -0.480661252 -0.31350451
#> [55,] -0.413642278 -1.12195409 -1.079355188 -0.103421165 0.33646921
#> [56,] -0.564491751 -0.94704418 -0.963210136 -0.467188391 0.07647972
#> [57,] 0.416029824 -0.32514228 -0.571220585 1.243864860 0.97199906
#> [58,] 0.657388981 -0.29599063 -0.034049719 -0.372878370 -0.71793260
#> [59,] -1.062295013 0.62714500 -0.905137610 1.163027699 0.42313237
#> [60,] -0.624831541 0.33562849 -0.542184322 -0.453715531 -0.84792734
#> [61,] -0.270335279 -0.24740454 0.140167860 -0.830955618 -0.38572381
#> [62,] -0.451354647 0.05382919 -0.484111796 -1.033048522 0.24980604
#> [63,] -1.265941801 -0.84987201 1.838789247 1.230392000 -0.67460101
#> [64,] -0.692713803 0.77290326 2.100115615 0.435493245 1.96862542
#> [65,] 0.755441138 -0.60694158 0.270831043 0.651059009 -0.48683083
#> [66,] -0.655001435 0.46195231 1.040292014 0.637586149 2.79192545
#> [67,] 1.011885243 0.97696482 1.766198590 -0.265095488 0.89977976
#> [68,] 0.355690035 1.82236272 0.009504676 -0.332459789 0.88533590
#> [69,] -0.232622911 -0.70411375 -0.411521138 1.607632087 1.46309031
#> [70,] -0.790765961 1.72519055 1.141918934 0.327710363 2.60415527
#> [71,] -0.262792805 -0.63609323 0.924146962 0.853151913 -0.84792734
#> [72,] -1.198059538 -0.01419133 0.996737619 -0.453715531 -0.53016241
#> [73,] 0.642304034 0.68544831 2.201742535 0.866624773 -0.86237120
#> [74,] -0.481524541 -0.25712176 -0.135676639 -0.696227016 -0.94903436
#> [75,] 0.989257822 0.97696482 1.287100250 1.944453593 -0.21239749
#> [76,] -0.232622911 -0.22797011 -0.992246399 1.688469249 0.46646395
#> [77,] -0.443812173 0.03439475 0.866074436 0.610640429 -0.73237646
#> [78,] 0.129415825 -0.44174889 0.982219488 -0.480661252 -0.32794837
#> [79,] 0.619676613 -0.27655620 1.156437066 -0.777064177 -0.01018344
#> [80,] -0.247707858 0.76318604 0.938665093 0.192981761 -1.07902910
#> [81,] -0.300505173 0.28704240 0.357939832 0.017834578 -0.50127469
#> [82,] -0.209995490 -1.13167131 -0.614774979 0.502857547 -1.22346771
#> [83,] 0.219925509 0.44251788 1.359690907 -0.372878370 -0.77570804
#> [84,] -0.119485806 1.08385421 -0.571220585 2.025290755 -0.25572907
#> [85,] -0.066688490 0.27732518 1.170955197 1.984872174 0.62534641
#> [86,] 0.363232508 0.09269806 0.154685991 -0.224676907 1.43420259
#> [87,] 1.117479874 -0.84015479 0.706374989 -0.372878370 3.97632200
#> [88,] 1.396551399 -0.24740454 -0.687365637 1.674996388 -0.93459050
#> [89,] 0.023821194 -0.24740454 0.270831043 3.116592435 -0.45794311
#> [90,] 0.604591665 1.26848134 1.374209039 0.381601804 1.27532012
#> [91,] 0.453742192 -0.43203167 -0.658329374 -0.372878370 1.00088678
#> [92,] 0.287807772 -0.68467932 -0.426039269 2.564205165 1.34753943
#> [93,] 0.189755614 1.50169455 4.060063369 2.442949422 1.13088152
#> [94,] -0.209995490 3.02729765 1.490354091 -0.413296950 0.39424465
#> [95,] 1.456891188 2.92040826 1.737162327 2.389057981 0.63979027
#> [96,] 0.574421771 1.11300586 0.474084885 1.526794926 1.30420785
#> [97,] 4.752952176 2.25963749 0.474084885 2.146546497 0.43757623
#> [98,] 0.928918032 0.12184971 1.258063987 0.300764643 0.43757623
#> [99,] 1.600198188 1.90010046 0.561193674 2.995336693 4.03409744
#> [100,] 2.173426186 2.80380166 2.375960113 0.529803267 0.33646921
#> [101,] 0.498997034 1.60858394 0.241794780 -0.413296950 2.66193071
#> [102,] 6.306701749 5.49547082 3.000239769 2.645042326 2.24305876
#> [103,] -0.104400858 0.10241527 0.662820594 -0.790537037 -0.96347822
#> [104,] -0.262792805 -0.46118332 -1.398754081 -0.857901339 -0.83348348
#> [105,] -0.428727226 0.23845632 -0.353448612 -0.911792780 -0.50127469
#> [106,] 0.046448615 -0.25712176 -1.268090897 -0.884847059 -0.68904487
#> [107,] -0.292962700 -0.47090054 0.227276649 -0.588444134 -0.83348348
#> [108,] 0.642304034 -0.12108072 -0.890619478 -0.116894025 0.07647972
#> [109,] -0.670086383 0.19958745 0.140167860 0.004361717 -1.09347296
#> [110,] 0.348147561 0.75346883 0.604748068 -0.399824090 -0.55905013
#> [111,] 0.280265298 -0.19881846 -0.629293111 -1.369870028 -1.02125366
#> [112,] -1.062295013 -0.64581045 -1.224536503 -1.100412823 -0.19795362
#> [113,] -0.006348701 -0.52920384 -0.861583215 -1.315978587 -0.31350451
#> [114,] 0.099245930 0.71459996 -1.050318925 -1.262087146 -0.45794311
#> [115,] 0.008736246 -0.60694158 -1.021282662 -1.181249985 -0.87681506
#> [116,] -0.926530487 -0.34457672 -0.513148059 -0.318986929 -0.87681506
#> [117,] -1.084922434 -0.57778993 -0.150194771 -1.275560006 -0.89125892
#> [118,] -0.617289067 -0.19881846 -0.730920031 1.001353376 0.20647446
#> [119,] -0.345760015 -0.20853568 0.053059071 -0.197731186 -1.00680980
#> [120,] -0.323132594 -1.00534749 0.372457964 0.327710363 1.08754994
#> [121,] -0.956700381 -0.84987201 -0.092122245 -0.453715531 -1.19457998
#> [122,] -0.104400858 -0.92760975 -1.239054634 -0.345932649 -0.35683609
#> [123,] -0.323132594 -0.86930645 -0.774474426 0.327710363 0.17758674
#> [124,] -0.579576699 -0.09192907 -0.193749165 -0.952211360 -0.55905013
#> [125,] -0.375929910 0.02467754 -1.021282662 0.017834578 -0.93459050
#> [126,] 0.612134139 0.58827614 -0.745438163 -0.804009898 -0.25572907
#> [127,] 1.502146030 0.31619405 -1.093873319 -0.265095488 0.35091307
#> [128,] 1.072225032 0.90894430 -0.469593664 0.422020385 1.05866222
#> [129,] 1.343754083 0.22873910 1.287100250 0.435493245 -0.22684135
#> [130,] 1.215532031 -0.02390855 -1.326163424 -0.615389854 0.03314814
#> [131,] 0.159585720 0.06354641 -0.730920031 -0.413296950 -0.08240274
#> [132,] -0.225080437 -0.34457672 -0.701883768 -0.925265640 -0.35683609
#> [133,] 0.129415825 -0.69439654 -0.803510689 -0.521079832 -0.41461153
#> [134,] 0.853493296 0.20930466 -0.788992557 -1.383342888 -1.00680980
#> [135,] -0.013891175 -0.11136350 -1.210018371 -1.221668565 -0.54460627
#> [136,] -0.285420226 -0.22797011 -1.035800793 -0.804009898 -0.50127469
#> [137,] -0.164740648 -0.50976941 -0.948692004 -0.938738500 -0.77570804
#> [138,] -0.881275645 -0.80128593 -0.251821691 0.300764643 -0.48683083
#> [139,] -0.949157908 -0.55835550 -0.934173873 0.179508901 -0.87681506
#> V56 V57 V58 V59 V6
#> [1,] 2.108700483 1.095816088 -0.530820148 -0.49107517 2.292870395
#> [2,] 3.150535133 4.326868849 1.224488100 0.18104672 1.817269682
#> [3,] -0.210855906 -0.556426802 -0.607137898 -0.67864407 -1.183880694
#> [4,] -1.350976844 -0.152545207 -0.546083698 0.36861562 -0.742812045
#> [5,] 1.066865834 0.214619880 0.903953550 -0.74116704 0.922575271
#> [6,] 0.260918275 0.086112099 -0.561347248 -0.55359814 -0.314300512
#> [7,] -0.682630087 -0.281052987 0.140776051 -0.38165998 -0.833851126
#> [8,] 0.182289244 -0.703292837 -1.232943447 -0.47544443 -1.315730396
#> [9,] 1.342067439 1.426264665 -0.469765948 1.65033644 0.732648913
#> [10,] -0.584343800 0.618501475 1.712921699 0.99384529 -1.204286005
#> [11,] -0.702287345 0.269694643 -1.049780848 -0.16282960 0.098514629
#> [12,] -1.174061526 -0.648218074 -0.713982748 0.44676933 -0.491669755
#> [13,] -0.879202663 0.728651001 0.736054500 -0.20972182 -0.573290999
#> [14,] -1.527892162 1.848504515 0.156039601 0.50929230 2.255199051
#> [15,] -0.584343800 -0.574785056 -0.027122999 -0.86621297 3.057284742
#> [16,] 1.086523091 -0.941950143 1.163433900 0.35298488 -0.071006417
#> [17,] -1.134747011 -0.941950143 -0.713982748 -0.20972182 -0.100829565
#> [18,] -0.584343800 -1.272398721 -0.988726648 -0.94436668 0.960246614
#> [19,] 0.791664228 0.343127660 -0.408711748 -0.80369001 -0.935877681
#> [20,] -0.721944603 0.673576238 -0.973463098 0.11852375 -1.446010460
#> [21,] 1.106180349 0.343127660 0.125512501 -0.49107517 -0.523062541
#> [22,] 0.103660214 0.269694643 0.171303151 -0.97562817 -0.865243912
#> [23,] 0.339547305 2.729700723 1.499231999 -0.58485962 -1.447580099
#> [24,] 0.241261017 -0.060753935 1.468704899 0.39987710 0.486215540
#> [25,] 0.889950516 2.509401671 0.049194751 -0.10030663 -0.653342604
#> [26,] -0.407428482 1.150890850 0.736054500 -0.50670591 -0.221691792
#> [27,] -1.292005071 0.600143221 -0.393448198 -0.56922888 -0.989245418
#> [28,] 0.260918275 0.324769406 -0.622401448 -0.19409108 -0.513644705
#> [29,] -0.309142194 -0.721651091 -0.485029498 1.72849015 -0.761647717
#> [30,] -1.252690556 0.453277186 -0.530820148 -0.20972182 -1.074005941
#> [31,] 0.162631987 -0.189261715 0.491837700 -0.36602924 0.078109318
#> [32,] 2.246301286 -1.015383160 1.758712349 2.68196539 0.315124855
#> [33,] 2.246301286 2.178953093 0.278148001 -0.20972182 1.090526678
#> [34,] -0.643315572 -0.941950143 0.583419000 -0.42855221 0.985360843
#> [35,] -0.210855906 0.288052897 -0.454502398 0.02473930 -0.610962343
#> [36,] 1.106180349 -0.152545207 -0.942935998 -0.44418295 -0.678456833
#> [37,] -0.289484937 -0.079112190 -0.164494949 -0.83495149 1.194122872
#> [38,] 0.477148108 -0.795084108 0.186566701 0.14978524 -0.518353623
#> [39,] -0.741601860 -0.795084108 -1.110835048 -0.77242852 -1.147778989
#> [40,] -0.525372027 -0.923591889 -0.744509848 -0.97562817 -0.339414741
#> [41,] -0.702287345 -1.162249195 -0.652928548 0.04037005 -0.669038997
#> [42,] -1.174061526 -0.795084108 -0.851354698 -0.83495149 -0.303313036
#> [43,] -1.075775238 -0.409560767 -0.515556598 -0.92873594 -0.551316049
#> [44,] -0.662972830 0.581784966 1.453441349 3.29156432 -1.210564562
#> [45,] -0.269827679 1.004024816 -0.256076249 -0.08467589 0.344948002
#> [46,] -1.213376041 -0.409560767 -0.637664998 -0.25661405 -1.370667772
#> [47,] -0.938174435 -0.997024906 -0.729246298 -1.21008929 -1.315730396
#> [48,] -0.780916375 -0.960308397 -0.988726648 -0.53796740 -0.799319061
#> [49,] -1.213376041 -1.015383160 -0.378184648 -0.69427481 -1.548037015
#> [50,] -0.368113967 -0.574785056 -0.454502398 -0.16282960 0.638470554
#> [51,] -0.112569619 -0.648218074 -0.881881798 -0.74116704 -0.596835589
#> [52,] -0.230513164 -0.446277276 -0.698719198 -0.63175185 -0.411618149
#> [53,] -0.545029285 -0.997024906 -0.836091148 0.32172340 0.517608327
#> [54,] -0.466400254 -0.005679172 -0.988726648 -0.47544443 -0.177741891
#> [55,] 0.064345699 -0.354486004 -0.347657548 -0.83495149 -0.162045498
#> [56,] -0.368113967 -0.354486004 -0.332393999 -0.63175185 0.804852322
#> [57,] -0.407428482 -0.042395681 0.156039601 0.41550785 0.288440986
#> [58,] -0.191198649 0.434918932 1.178697450 2.13488943 -0.234248907
#> [59,] -1.213376041 -0.795084108 -0.759773398 0.47803081 2.299148952
#> [60,] 0.634406168 -0.868517126 -0.683455648 -0.03778366 4.239223149
#> [61,] -1.350976844 -0.831800617 -1.156625697 -0.61612111 -0.661190801
#> [62,] 0.025031184 0.379844169 -1.034517298 -0.86621297 0.159730562
#> [63,] 1.047208576 1.536414191 -0.042386549 0.86879935 -0.111817040
#> [64,] -0.839888148 -1.143890941 -0.546083698 0.08726227 -1.019068565
#> [65,] 0.693377940 2.087161821 0.858162900 3.88553250 1.233363855
#> [66,] 0.123317472 2.968358029 2.140301098 1.66596718 -0.394352117
#> [67,] 2.148014999 -0.886875380 4.475624246 0.66559971 0.090666432
#> [68,] 0.752349713 -0.776725854 0.262884451 2.25993537 -0.880940305
#> [69,] -0.191198649 -0.831800617 0.247620901 -0.55359814 -1.020638205
#> [70,] 1.342067439 -0.519710293 0.568155450 0.63433823 -0.855826076
#> [71,] 0.889950516 -0.262694733 -0.607137898 0.79064565 -0.574860638
#> [72,] 0.929265031 0.159545117 0.003404101 0.46240007 0.630622357
#> [73,] -0.309142194 0.747009255 -0.103440749 -0.08467589 -0.532480377
#> [74,] 0.300232790 -0.005679172 0.354465751 1.21267567 -1.105398728
#> [75,] 1.322410182 1.664921972 0.949744200 0.79064565 1.765471584
#> [76,] 0.005373927 2.527759925 3.620865447 1.10326048 0.581963539
#> [77,] -0.210855906 -0.482993785 -0.775036948 -0.60049036 0.864498616
#> [78,] 0.221603759 -0.464635530 -0.591874348 -0.31913701 0.602368850
#> [79,] -0.662972830 -0.262694733 0.461310601 -0.16282960 1.245920970
#> [80,] 0.791664228 -0.482993785 -0.958199548 -0.86621297 0.613356325
#> [81,] 1.440353727 0.141186862 -0.729246298 -0.47544443 -0.315870151
#> [82,] 0.968579546 -0.593143311 2.445572098 -0.10030663 0.652597308
#> [83,] 0.162631987 1.059099579 0.156039601 0.33735414 0.209959020
#> [84,] 0.536119880 0.489993695 -0.240812699 0.21230820 0.616495604
#> [85,] 0.811321486 0.655217984 0.140776051 -1.11630484 0.829966551
#> [86,] -0.820230890 -0.262694733 0.232357351 -0.00652218 1.065412448
#> [87,] 0.339547305 0.857158781 3.117168297 0.71249194 0.875486091
#> [88,] 0.064345699 0.802084018 0.446047051 0.22793895 0.470519147
#> [89,] -0.328799452 -1.070457923 -0.072913649 0.97821455 0.479936983
#> [90,] -0.564686542 -0.648218074 0.476574150 1.07199900 2.336820296
#> [91,] 0.516462623 2.013728804 0.873426450 -0.24098331 0.227225053
#> [92,] 2.521502892 0.838800527 1.789239449 1.97858202 0.133046694
#> [93,] 3.248821421 1.114174342 -0.164494949 -0.91310520 -1.406769477
#> [94,] 1.636926302 0.416560677 1.850293649 1.47839828 0.955537696
#> [95,] 1.518982757 1.775071498 1.682394599 1.93168979 2.586392947
#> [96,] 1.990756938 0.545068458 0.156039601 -0.08467589 -0.116525958
#> [97,] 1.617269045 0.269694643 2.155564648 0.22793895 0.002766630
#> [98,] 1.066865834 0.967308307 0.720790950 1.10326048 -0.436732378
#> [99,] 1.774527105 0.948950053 0.293411551 4.38571624 -0.157336580
#> [100,] 0.889950516 -1.107174432 0.384992851 -0.14719886 2.054285219
#> [101,] 0.654063425 0.214619880 0.965007750 1.15015271 1.063842809
#> [102,] 0.064345699 1.775071498 1.987665599 2.24430462 0.322973051
#> [103,] -0.702287345 0.122828608 0.262884451 0.18104672 0.067121842
#> [104,] -1.075775238 -0.042395681 -0.561347248 -0.97562817 -0.559164245
#> [105,] -0.368113967 -0.923591889 -0.271339799 -0.85058223 -1.006511451
#> [106,] -1.036460723 -1.033741415 -0.683455648 -0.50670591 0.691838291
#> [107,] -0.309142194 -0.372844259 -0.591874348 -1.27261226 0.244491085
#> [108,] 0.162631987 0.049395591 -0.973463098 -0.55359814 -0.453998411
#> [109,] 0.260918275 -0.152545207 -0.362921098 -1.03815113 -0.162045498
#> [110,] -1.193718784 -0.427919022 -0.485029498 -0.88184371 -0.001942288
#> [111,] -0.682630087 -0.941950143 -0.942935998 -0.95999742 -0.935877681
#> [112,] -1.252690556 0.067753845 0.369729301 -0.00652218 0.505051212
#> [113,] -0.505714770 -1.180607449 -0.210285599 -0.14719886 -0.428884182
#> [114,] 0.948922289 0.508351949 -0.515556598 0.02473930 -1.157196825
#> [115,] -0.505714770 -0.244336478 -0.744509848 -0.63175185 -1.364389215
#> [116,] -1.075775238 -1.235682212 -1.126098598 -0.80369001 -0.479112640
#> [117,] -0.505714770 -1.272398721 -1.141362148 -0.78805926 -1.213703841
#> [118,] 0.830978743 0.012679082 1.087116150 1.19704493 -0.493239394
#> [119,] -1.154404268 -0.997024906 -0.515556598 -0.16282960 -0.369237888
#> [120,] 0.948922289 0.545068458 0.583419000 0.47803081 -0.678456833
#> [121,] -0.584343800 -1.198965704 -1.187152797 -0.03778366 -0.195007924
#> [122,] 0.221603759 0.104470354 0.018667651 -0.67864407 0.216237578
#> [123,] -0.957831693 -0.446277276 0.323938651 -0.02215292 -1.066157745
#> [124,] -0.230513164 -0.721651091 -0.591874348 -0.56922888 -0.774204832
#> [125,] -0.427085739 0.379844169 -0.240812699 -0.47544443 0.461101311
#> [126,] -0.918517178 -1.198965704 -0.423975298 -0.25661405 1.106223071
#> [127,] -0.171541391 -0.446277276 -0.958199548 -0.63175185 -0.234248907
#> [128,] -1.409948616 0.526710203 -0.729246298 -0.63175185 -0.298604119
#> [129,] -0.761259118 -0.684934582 -0.866618248 -0.44418295 1.539443522
#> [130,] -0.820230890 -0.427919022 -0.500293048 -0.78805926 -0.149488383
#> [131,] -0.898859920 -0.446277276 -0.423975298 -0.55359814 -0.538758934
#> [132,] -1.508234904 -0.482993785 -0.744509848 -1.28824300 -0.102399204
#> [133,] 0.005373927 -0.795084108 -0.912408898 -0.77242852 0.037298695
#> [134,] -0.427085739 -1.033741415 -0.317130449 -1.03815113 -0.458707329
#> [135,] -1.331319586 -1.015383160 -1.019253748 -0.88184371 -1.365958854
#> [136,] -0.741601860 -0.648218074 -0.942935998 -1.22572003 -0.049031467
#> [137,] 0.280575532 -0.482993785 -0.500293048 -0.28787553 -0.030195795
#> [138,] -0.407428482 -0.850158871 -0.790300498 -0.33476776 -0.257793496
#> [139,] -0.957831693 -0.850158871 -0.072913649 -0.74116704 0.363783673
#> V60 V7 V8 V9
#> [1,] -0.47420111 1.432837848 2.39005238 1.240537870
#> [2,] 0.17689548 1.868698319 2.72476849 3.086772953
#> [3,] 0.92374156 -0.244036254 -0.15494425 -0.996011397
#> [4,] 0.48329387 -0.068107118 1.21970019 1.425896279
#> [5,] 0.65564297 -0.825711864 -0.01067006 0.216575555
#> [6,] -0.30185202 -0.356567502 -0.92017453 -0.288056591
#> [7,] -0.89549890 -0.790843026 -1.51458417 -0.925787506
#> [8,] -0.62740031 -1.356669164 -1.31375450 -1.220564536
#> [9,] 0.63649307 0.221938213 -0.48850616 -0.704500595
#> [10,] -0.12950292 -1.142701297 -1.23180677 -0.625294578
#> [11,] -0.03375342 0.683157839 0.15091703 -0.287240034
#> [12,] 0.11944578 -1.084058252 -1.37492676 -0.637542931
#> [13,] 0.36839447 -0.358152450 -0.31422295 -0.835966251
#> [14,] -0.11035302 2.686531057 3.11604008 2.584590478
#> [15,] -0.79974941 2.783212834 1.09850987 1.643100407
#> [16,] 1.24928986 1.760921912 1.12505632 -1.423070640
#> [17,] -0.53165081 -0.362907291 -1.11985000 -0.724097959
#> [18,] -0.12950292 0.676818050 -0.33615262 -0.758393348
#> [19,] -0.95294860 -0.893864592 -0.89709066 -0.974780919
#> [20,] -0.20610252 -1.486634832 -0.87631517 0.063879420
#> [21,] 0.11944578 0.298015677 0.04703961 -0.023492165
#> [22,] -0.30185202 -0.393021287 -0.85669388 -0.920071608
#> [23,] -0.58910051 -0.429475072 -0.45503455 0.169215256
#> [24,] 0.02369628 0.145860749 0.72801377 -0.201501563
#> [25,] 1.01949106 -0.367662133 -0.59700035 -1.173204238
#> [26,] -0.53165081 -0.648197781 -0.27498037 -0.864545741
#> [27,] 0.04284618 -1.932004986 -1.16832612 -0.838415921
#> [28,] 0.75139247 -0.446909491 -0.62123841 -0.877610651
#> [29,] 0.69394277 -1.315460538 -0.32345650 0.076127773
#> [30,] 0.21519528 0.074538127 -0.02336619 -0.916805381
#> [31,] 0.78969226 0.313865149 -0.89131969 -0.880060322
#> [32,] 2.13018524 0.564286801 0.84804989 -0.792688737
#> [33,] -0.26355222 -0.117240480 -0.44580100 -1.008259750
#> [34,] -0.93379870 -0.526156849 -0.06607135 -0.183537311
#> [35,] -0.16780272 -0.651367675 -0.43772165 -0.673471433
#> [36,] 1.01949106 -0.556270845 0.05050219 -0.880060322
#> [37,] 1.32588945 0.269486628 0.04242284 -1.086649210
#> [38,] -0.30185202 -0.267810461 -0.83476421 -1.240978458
#> [39,] -0.68485001 -0.626008521 -0.57160809 -0.709399936
#> [40,] -0.79974941 -0.575290211 -0.87169840 -0.158224048
#> [41,] -0.20610252 -0.600649366 -0.91671195 -0.461983204
#> [42,] -0.74229971 -0.350227714 -0.60854229 -0.181087641
#> [43,] -0.74229971 -1.193419606 -0.58199584 -0.480764012
#> [44,] -0.11035302 -1.410557368 -1.01020162 -1.273640733
#> [45,] -0.01460352 -0.144184582 -0.86246485 -1.357746091
#> [46,] -1.08699790 -0.570535370 -0.50466487 -0.798404635
#> [47,] -0.64655021 -1.149041086 -0.96403388 -0.623661464
#> [48,] -0.87634900 -1.014320576 -1.04367323 -0.676737661
#> [49,] -0.39760151 -0.939828060 -0.52659455 -0.842498706
#> [50,] -0.28270212 -0.155279212 -0.92594549 -0.408907008
#> [51,] -0.85719910 0.202918847 -0.35923649 -0.354197697
#> [52,] -0.74229971 0.770329933 -0.06837974 -0.616312453
#> [53,] 1.80463695 1.520009942 -0.25651327 -0.871894753
#> [54,] -0.95294860 0.594400797 0.76263957 0.717124916
#> [55,] 0.17689548 -0.313773929 -0.39270810 0.395401509
#> [56,] -0.30185202 -0.578460106 -0.68471906 -0.031657734
#> [57,] -0.01460352 1.363100173 0.99001569 0.958825750
#> [58,] 1.99613594 0.905050442 0.38637250 -0.308470513
#> [59,] 0.15774558 1.667410029 0.75802280 1.305045863
#> [60,] -0.30185202 3.925959741 2.50778012 1.315661102
#> [61,] 0.15774558 0.017480029 -0.38116617 -0.240696292
#> [62,] -1.04869810 1.101583891 0.28942024 -0.367262607
#> [63,] 0.80884216 -1.754490903 -0.84976872 -0.427687816
#> [64,] 0.31094477 -1.412142315 -0.77243776 -0.342765901
#> [65,] 7.09000925 1.529519625 -0.74127454 -0.466882545
#> [66,] 0.52159367 -0.080786695 1.49670663 -0.499544820
#> [67,] 1.67058765 1.103168838 0.22709380 0.994754252
#> [68,] 1.05779086 -0.665632200 -0.85207711 -0.363996380
#> [69,] -0.95294860 -0.310604035 -0.02567458 -0.996011397
#> [70,] -0.26355222 -0.930318377 -0.86131066 -0.292139375
#> [71,] 0.44499407 -1.391538002 -0.51851519 -1.036839241
#> [72,] -0.37845161 0.461265235 -1.17640548 -0.986212715
#> [73,] -0.05290332 0.261561892 -0.27036360 -1.114412143
#> [74,] 1.23013996 -0.838391441 -0.67202293 -1.080933312
#> [75,] -0.24440232 -1.006395841 1.01194536 -0.708583379
#> [76,] -0.30185202 0.372508194 -0.73781196 -0.528124311
#> [77,] 0.19604538 -0.155279212 -0.36039069 -0.365629493
#> [78,] -0.56995061 0.830557925 -0.47696423 -0.318269195
#> [79,] -0.68485001 0.153785485 0.23401896 -0.093716056
#> [80,] -0.87634900 0.101482229 0.28134089 0.037749600
#> [81,] -0.74229971 0.183899481 -0.38347456 -0.217016143
#> [82,] 0.10029588 -0.095051220 -0.20919134 0.245971602
#> [83,] 0.46414397 0.112576859 0.20054735 0.162682801
#> [84,] -0.03375342 1.397969011 1.38821244 0.828176651
#> [85,] -0.62740031 0.546852382 0.81457828 1.206242481
#> [86,] 1.05779086 1.052450528 0.56065571 0.932695930
#> [87,] -0.87634900 2.795892411 2.36581432 1.221757062
#> [88,] 1.09609066 1.299702286 1.52786985 1.022517186
#> [89,] -0.34015181 0.825803084 0.86651698 -0.153324707
#> [90,] 0.59819327 1.282267867 0.29749960 -0.013693482
#> [91,] 0.33009467 1.846509059 1.44361372 2.064443752
#> [92,] -0.53165081 -0.488118117 3.24646394 3.205990256
#> [93,] 0.61734317 -0.762313977 1.46323501 3.140665707
#> [94,] 2.26423454 1.103168838 3.29147749 4.091137903
#> [95,] -0.22525242 2.065231768 0.34828411 -1.103796904
#> [96,] 0.82799206 0.136351066 -0.88439453 -0.241512849
#> [97,] 0.31094477 0.847992344 1.15044858 0.705693120
#> [98,] 2.85788143 -0.851071018 -0.53467390 -0.191702880
#> [99,] 2.66638243 -1.130021720 -1.12100419 0.386419384
#> [100,] 0.17689548 0.832142872 0.70146732 0.647717582
#> [101,] 1.15354036 -0.228186782 1.59712146 -0.334600332
#> [102,] 0.71309267 -0.418380442 0.43484862 -0.505260718
#> [103,] -0.01460352 0.052348866 0.31596669 0.009986667
#> [104,] -1.10614780 0.326544726 0.02280155 0.062246306
#> [105,] -0.30185202 -0.808277445 -1.24334870 -0.366446050
#> [106,] -1.02954820 0.421641556 -0.23573779 -0.123928660
#> [107,] -0.76144961 0.668893314 -0.04298748 0.901666769
#> [108,] -0.62740031 -0.031653333 -0.12955199 0.218208669
#> [109,] -0.62740031 0.561116907 0.81804086 1.015168174
#> [110,] -0.91464880 0.009555293 0.35405508 1.025783413
#> [111,] -0.70399991 -0.759144083 -0.63278035 -0.299488387
#> [112,] -0.68485001 0.372508194 0.08512800 0.509719471
#> [113,] -0.58910051 -0.697331143 0.48794152 0.334976301
#> [114,] -0.47420111 -1.015905524 -0.33846101 -0.474231557
#> [115,] -0.68485001 -1.542107983 -1.47764998 -1.085016096
#> [116,] -0.41675141 -0.391436340 -1.48457514 -0.530573981
#> [117,] -0.81889931 -1.375688530 -1.11292484 -0.408090451
#> [118,] 0.31094477 1.328231335 2.37158528 2.823841641
#> [119,] -0.89549890 -1.039679731 -0.39155391 1.108255657
#> [120,] -0.01460352 -1.071378674 -0.35461972 0.494204891
#> [121,] -0.49335101 0.117331700 -0.33846101 0.952293295
#> [122,] -0.34015181 -0.375586868 0.58604797 1.260951792
#> [123,] -0.62740031 -0.900204380 -0.58545842 -0.064320008
#> [124,] -0.28270212 -0.800352709 -0.96057130 -0.376244733
#> [125,] 0.34924457 -0.469098751 -0.70203196 -0.163123390
#> [126,] -0.28270212 -0.231356676 0.33674218 0.805313058
#> [127,] -0.99124840 -0.461174015 -0.10069715 0.526050609
#> [128,] -0.97209850 -0.470683698 0.84227892 0.594641386
#> [129,] -0.22525242 1.602427195 1.28548922 1.451209542
#> [130,] -0.20610252 0.055518761 0.50756281 0.677113630
#> [131,] -0.85719910 0.179144640 -0.72742421 -0.636726374
#> [132,] -0.26355222 -0.361322344 -0.23227521 -0.470965330
#> [133,] -1.18274740 -0.865335543 -0.47811842 -0.118212762
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#> [136,] -0.72314981 0.724366465 0.31596669 0.038566157
#> [137,] 0.65564297 0.153785485 1.06965504 1.057629131
#> [138,] -0.03375342 -0.415210548 -0.45272617 -0.643258829
#> [139,] -0.39760151 0.337639356 -0.33153585 0.103890707
#> attr(,"center")
#> [1] 0.030196403 0.214998561 0.245700719 0.265753957 0.285961151 0.308140288
#> [7] 0.327177698 0.389386331 0.428188489 0.459443165 0.511873381 0.039777698
#> [13] 0.574430935 0.622091367 0.634947482 0.648405036 0.666092806 0.661496403
#> [19] 0.689956115 0.694460432 0.684240288 0.635377698 0.046465468 0.572920144
#> [25] 0.505110072 0.444311511 0.418579856 0.413888489 0.404086331 0.392156115
#> [31] 0.375114388 0.353958993 0.345097842 0.057079137 0.329642446 0.300829496
#> [37] 0.282810791 0.258271223 0.221997122 0.203143885 0.166168345 0.120743885
#> [43] 0.090026619 0.052599281 0.079635252 0.020687770 0.016784173 0.014346043
#> [49] 0.011034532 0.011267626 0.009670504 0.008372662 0.008030935 0.008377698
#> [55] 0.008341727 0.112223741 0.006876259 0.125197122 0.141024460 0.181776978
#> attr(,"scale")
#> [1] 0.022835090 0.137031390 0.133930497 0.146731384 0.151647294 0.167986325
#> [7] 0.207144804 0.235994762 0.268002996 0.268486954 0.265272097 0.032552844
#> [13] 0.267353916 0.258438146 0.246897243 0.251562618 0.239770087 0.247649177
#> [19] 0.236865008 0.241800814 0.237978207 0.244332866 0.035708544 0.233140337
#> [25] 0.213321850 0.216657446 0.209773037 0.220876683 0.252299732 0.256259996
#> [31] 0.233533976 0.212382382 0.201716949 0.041447426 0.185264461 0.178369944
#> [37] 0.180066568 0.143767463 0.139265594 0.156101431 0.138109607 0.089818569
#> [43] 0.061408768 0.035536204 0.052710254 0.013628438 0.013258250 0.010291012
#> [49] 0.006887939 0.007422329 0.006923357 0.005087180 0.005447141 0.006551556
#> [55] 0.006397649 0.063708904 0.005221959 0.063093586 0.086640586 0.122465444
#> attr(,"nonsingular")
#> [1] 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
#> [26] 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50
#> [51] 51 52 53 54 55 56 57 58 59 60
#>
#> attr(,"class")
#> [1] "ncvreg"
#>
#> $min
#> [1] 20
#>
#> $lambda.min
#> [1] 0.0527293
#>
#> $null.dev
#> [1] 1.380025
#>
#> $Bias
#> [1] 0.1137044
#>
#> $pe
#> [1] 0.4532374 0.4316547 0.4028777 0.3093525 0.2805755 0.2805755 0.2733813
#> [8] 0.2661871 0.2589928 0.2517986 0.2517986 0.2589928 0.2805755 0.2805755
#> [15] 0.2733813 0.2877698 0.2949640 0.2877698 0.2877698 0.2589928 0.2733813
#> [22] 0.2661871 0.2877698 0.2877698 0.3021583 0.3021583 0.3165468 0.3237410
#> [29] 0.3093525 0.3237410 0.3165468 0.3021583 0.3237410 0.3021583
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2028986