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: Model saturated; exiting...
print(learner$model)
#> $cve
#> [1] 1.3811534 1.3574933 1.3208823 1.2885128 1.2614011 1.2391385 1.2215606
#> [8] 1.2067446 1.1890569 1.1736389 1.1596673 1.1420734 1.1257178 1.1082263
#> [15] 1.0940023 1.0805242 1.0614580 1.0412280 1.0200669 0.9999062 0.9888071
#> [22] 0.9862455 0.9818450 0.9806489 0.9813795 0.9676098 0.9602590 0.9535623
#> [29] 1.0122178 1.1188119 1.1591224 1.2812151 1.3994997 1.8163675
#>
#> $cvse
#> [1] 0.009934864 0.013349171 0.017841375 0.022764566 0.027613734 0.032242908
#> [7] 0.036611675 0.040827288 0.044712245 0.048693877 0.052605385 0.056042112
#> [13] 0.059464674 0.062284381 0.064754959 0.067085356 0.069288479 0.071845205
#> [19] 0.074876455 0.078724986 0.086571433 0.095140198 0.102710539 0.109381110
#> [25] 0.118850402 0.127198375 0.131969277 0.135036256 0.150082295 0.168310372
#> [31] 0.174750195 0.224625645 0.253275341 0.337455567
#>
#> $fold
#> [1] 9 6 8 5 6 5 2 2 10 2 2 3 7 4 1 8 5 3 1 4 4 3 6 9 10
#> [26] 8 8 9 6 4 1 10 6 5 2 9 2 4 3 5 1 10 3 7 7 1 2 3 9 8
#> [51] 3 7 4 10 4 5 8 7 9 1 1 5 6 6 7 10 8 3 2 1 7 1 4 6 1
#> [76] 4 10 5 8 8 6 3 3 7 6 3 10 10 2 6 5 8 7 7 1 4 1 10 10 8
#> [101] 1 5 8 2 8 9 6 7 10 9 7 5 7 7 9 4 3 6 5 9 4 9 2 5 8
#> [126] 3 5 10 1 3 9 4 6 2 9 9 2 4 2
#>
#> $lambda
#> [1] 0.24332674 0.22692733 0.21163319 0.19736982 0.18406776 0.17166221
#> [7] 0.16009275 0.14930303 0.13924051 0.12985616 0.12110429 0.11294227
#> [13] 0.10533034 0.09823143 0.09161096 0.08543668 0.07967854 0.07430847
#> [19] 0.06930033 0.06462972 0.06027389 0.05621163 0.05242316 0.04889001
#> [25] 0.04559499 0.04252204 0.03965620 0.03698350 0.03449094 0.03216636
#> [31] 0.02999846 0.02797666 0.02609113 0.02433267
#>
#> $fit
#> $beta
#> 0.2433 0.2269 0.2116 0.1974 0.1841 0.1717
#> (Intercept) 0.1008047 -0.07910797 -0.2465826 -0.4026742 -0.5485389 -0.6854307
#> V1 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 0.0000000 0.77382501 1.4973740 2.1754878 2.8131081 3.4152838
#> V12 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V32 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V37 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V5 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.1601 0.1493 0.1392 0.1299 0.1211 0.1129
#> (Intercept) -0.8144807 -0.9550763 -1.106760 -1.252079 -1.3139805 -1.3610331
#> V1 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V10 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V11 3.9864449 4.4563174 4.840084 5.212811 5.5005564 5.7728559
#> V12 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V13 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V14 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V15 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V16 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V17 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V18 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V19 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V2 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V20 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V21 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V22 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V23 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V24 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V25 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V26 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V27 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V28 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V29 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V3 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V30 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V31 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V32 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V33 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V34 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V35 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V36 0.0000000 0.0000000 0.000000 0.000000 -0.1665238 -0.3571536
#> V37 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V38 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V39 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V4 0.0000000 0.7350898 2.121416 3.438777 4.7857732 6.0984970
#> V40 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V41 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V42 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V43 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V44 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V45 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V46 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V47 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V48 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V49 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V5 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V50 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V51 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V52 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V53 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V54 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V55 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V56 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V57 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V58 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V59 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V6 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V60 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V7 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V8 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> V9 0.0000000 0.0000000 0.000000 0.000000 0.0000000 0.0000000
#> 0.1053 0.0982 0.0916 0.0854 0.0797 0.0743
#> (Intercept) -1.4080860 -1.4524319 -1.496412 -1.543585 -1.59262598 -1.7148440
#> V1 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V10 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V11 6.0444775 6.1955448 6.253154 6.322887 6.59544999 6.9969558
#> V12 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V13 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V14 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V15 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V16 0.0000000 0.0000000 0.000000 0.000000 -0.25297047 -0.7489742
#> V17 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V18 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V19 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V2 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V20 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V21 0.0000000 0.0000000 0.000000 0.000000 0.09097639 0.3937705
#> V22 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V23 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V24 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V25 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V26 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V27 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V28 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V29 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V3 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V30 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V31 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V32 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V33 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V34 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V35 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V36 -0.5419009 -0.7652738 -1.021636 -1.274641 -1.49349994 -1.6380558
#> V37 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V38 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V39 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V4 7.3723459 8.4777387 9.459132 10.456668 11.71616582 12.9204007
#> V40 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V41 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V42 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V43 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V44 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V45 0.0000000 0.2472479 0.701512 1.151426 1.47631495 1.7426054
#> V46 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V47 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V48 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V49 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V5 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V50 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V51 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V52 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V53 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V54 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V55 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V56 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V57 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V58 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V59 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V6 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V60 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V7 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V8 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> V9 0.0000000 0.0000000 0.000000 0.000000 0.00000000 0.0000000
#> 0.0693 0.0646 0.0603 0.0562 0.0524 0.0489
#> (Intercept) -1.8707542 -2.232665 -2.478604 -2.746218 -3.061934 -3.4245232
#> V1 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V10 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V11 7.4830646 7.709633 8.224437 8.847809 9.648535 10.4540146
#> V12 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V13 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V14 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V15 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V16 -1.2800966 -1.681950 -2.318032 -2.982831 -3.800111 -4.5146452
#> V17 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V18 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V19 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V2 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V20 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V21 0.7184421 1.165537 1.595542 2.035688 2.553391 3.0619235
#> V22 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V23 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V24 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V25 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V26 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V27 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V28 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V29 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V3 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V30 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V31 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V32 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V33 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V34 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V35 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V36 -1.7546957 -2.144104 -2.276903 -2.462690 -2.655318 -3.0671973
#> V37 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V38 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V39 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V4 14.0034107 14.813190 15.794286 17.081477 18.816712 19.5748394
#> V40 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V41 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V42 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V43 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V44 0.0000000 2.426263 2.494261 2.707822 2.828467 3.5748899
#> V45 1.8544551 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V46 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V47 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V48 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V49 0.0000000 2.747177 4.503809 5.504946 6.947147 7.3384684
#> V5 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V50 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V51 2.7376396 4.705445 0.000000 0.000000 0.000000 0.6234118
#> V52 0.0000000 0.000000 8.570927 13.048141 17.928133 22.7188940
#> V53 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V54 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V55 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V56 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V57 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V58 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V59 0.0000000 0.000000 0.000000 0.000000 0.000000 7.6345622
#> V6 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V60 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V7 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V8 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V9 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> 0.0456 0.0425 0.0397 0.0370 0.0345 0.0322
#> (Intercept) -4.281745 -4.818755 -5.041624 -5.103404 -5.1661786 -5.2398578
#> V1 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V10 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V11 11.801773 12.578312 13.042329 13.067692 13.0984419 13.1491906
#> V12 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V16 -4.979874 -5.362815 -5.585678 -5.733434 -5.8923987 -6.0644377
#> V17 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V21 3.834908 4.278136 4.390515 4.470433 4.5554259 4.6473384
#> V22 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V23 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V24 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V26 0.000000 0.000000 0.000000 -0.103408 -0.2109121 -0.3141429
#> V27 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V28 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V29 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V3 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V30 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V31 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V32 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V33 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V34 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V36 -5.021250 -5.595914 -5.761485 -5.877031 -5.9996352 -6.1329848
#> V37 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V4 14.448978 12.911922 13.185601 14.304945 15.9185604 17.9513729
#> V40 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V41 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V43 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V44 8.730268 10.133821 10.300592 10.415843 10.5291021 10.6446192
#> V45 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V46 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V49 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V5 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V50 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V51 13.020964 15.206300 19.193663 24.617388 30.7859685 37.4741016
#> V52 28.332012 36.250013 41.576514 45.274333 48.1381933 50.3727784
#> V53 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V54 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V55 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V56 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V57 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V58 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V59 51.927039 70.137508 76.313995 75.402293 72.3488133 67.8302810
#> V6 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V7 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V8 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> V9 0.000000 0.000000 0.000000 0.000000 0.0000000 0.0000000
#> 0.0300 0.0280 0.0261 0.0243 0.0227
#> (Intercept) -5.4393744797 -6.1066052 -6.8445069 -7.65288958 -8.3422261
#> V1 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V10 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V11 13.1859900569 13.2894742 13.5863203 14.06965219 14.4311509
#> V12 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V13 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V14 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V15 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V16 -6.2029858071 -6.3196123 -6.5355068 -6.83713288 -7.0255944
#> V17 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V18 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V19 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V2 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V20 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V21 4.7234611550 4.9564967 5.2722839 5.67677700 6.1153874
#> V22 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V23 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V24 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V25 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V26 -0.2903441359 -0.1839820 -0.1086576 -0.07612391 -0.1742903
#> V27 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V28 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V29 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V3 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V30 0.0001573456 0.4562119 0.9212022 1.42281741 2.0310361
#> V31 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V32 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V33 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V34 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V35 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V36 -6.3660063725 -6.7650648 -7.2389623 -7.78538366 -8.1230162
#> V37 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V38 0.3327072496 1.1210094 1.9205325 2.73470678 3.2307613
#> V39 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V4 21.5795826375 27.9146360 34.8453095 41.63356079 41.7719300
#> V40 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V41 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V42 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V43 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V44 10.5321568644 10.0203674 9.6428690 9.40542697 9.3809358
#> V45 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V46 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V47 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V48 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V49 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V5 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V50 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V51 44.0009459611 46.5317715 50.0369365 52.68513077 44.6042578
#> V52 51.0702122254 50.0093595 49.0630969 49.37915800 58.0309557
#> V53 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V54 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V55 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V56 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V57 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V58 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V59 58.0184691948 47.3374611 35.7691655 26.94444459 45.6422470
#> V6 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V60 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V7 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V8 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> V9 0.0000000000 0.0000000 0.0000000 0.00000000 0.0000000
#> 0.0212 0.0197 0.0184 0.0172 0.0160
#> (Intercept) -11.266427 -11.307812 -12.285177 -28.151642 -47.394022
#> V1 0.000000 0.000000 0.000000 0.000000 0.000000
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 19.825156 22.382277 24.298081 45.359320 85.161742
#> V12 0.000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000
#> V15 0.000000 0.000000 0.000000 0.000000 0.000000
#> V16 -7.917355 -11.842564 -12.624075 -21.840901 -40.864155
#> V17 0.000000 0.000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.000000
#> V21 4.870145 7.964950 8.417334 13.509617 16.964807
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000
#> V23 4.973035 6.422203 6.966561 14.082959 32.139374
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 -2.191850 -6.605028 -6.850849 -7.888135 -16.014902
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 0.000000 3.626124 3.700204 4.175693 6.660212
#> V29 0.000000 0.000000 0.000000 0.000000 0.000000
#> V3 -11.848230 -18.388949 -26.446456 -57.120325 0.000000
#> V30 2.920724 0.000000 0.000000 0.000000 0.000000
#> V31 0.000000 0.000000 0.000000 0.000000 -13.802747
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.000000 0.000000 9.645253 38.972820
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -10.172878 -12.148227 -13.071144 -24.642852 -47.298021
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 5.741400 6.671391 7.395905 20.622163 32.633284
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000
#> V4 46.661896 50.137623 52.526054 108.901871 193.503355
#> V40 0.000000 0.000000 0.000000 -9.944267 -21.893948
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.000000 -21.413292
#> V43 0.000000 0.000000 0.000000 0.000000 0.000000
#> V44 10.425292 12.882293 13.972420 20.183005 38.063092
#> 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 1.588235 58.672855 60.413109 87.727798 223.833502
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000
#> V50 0.000000 -116.853455 -125.089533 -190.483823 -330.653022
#> V51 0.000000 0.000000 0.000000 0.000000 0.000000
#> V52 103.677261 140.323761 169.317090 470.765942 938.641459
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.000000 0.000000 31.206693 0.000000
#> V55 0.000000 0.000000 0.000000 0.000000 0.000000
#> V56 0.000000 0.000000 0.000000 0.000000 0.000000
#> V57 0.000000 0.000000 0.000000 -17.957674 -737.466049
#> V58 0.000000 0.000000 0.000000 0.000000 0.000000
#> V59 118.986828 82.388498 110.948986 233.810542 789.250930
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.000000 0.000000 0.000000
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000
#> V8 0.000000 0.000000 0.000000 0.000000 0.000000
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0149 0.0139
#> (Intercept) -47.396421 -47.398814
#> V1 0.000000 0.000000
#> V10 0.000000 0.000000
#> V11 85.165475 85.169198
#> V12 0.000000 0.000000
#> V13 0.000000 0.000000
#> V14 0.000000 0.000000
#> V15 0.000000 0.000000
#> V16 -40.865997 -40.867835
#> V17 0.000000 0.000000
#> V18 0.000000 0.000000
#> V19 0.000000 0.000000
#> V2 0.000000 0.000000
#> V20 0.000000 0.000000
#> V21 16.965595 16.966381
#> V22 0.000000 0.000000
#> V23 32.140981 32.142585
#> V24 0.000000 0.000000
#> V25 0.000000 0.000000
#> V26 -16.015695 -16.016486
#> V27 0.000000 0.000000
#> V28 6.660554 6.660895
#> V29 0.000000 0.000000
#> V3 0.000000 0.000000
#> V30 0.000000 0.000000
#> V31 -13.803191 -13.803633
#> V32 0.000000 0.000000
#> V33 38.974661 38.976497
#> V34 0.000000 0.000000
#> V35 0.000000 0.000000
#> V36 -47.300117 -47.302208
#> V37 0.000000 0.000000
#> V38 32.634842 32.636396
#> V39 0.000000 0.000000
#> V4 193.513239 193.523098
#> V40 -21.894907 -21.895863
#> V41 0.000000 0.000000
#> V42 -21.414180 -21.415066
#> V43 0.000000 0.000000
#> V44 38.064431 38.065768
#> V45 0.000000 0.000000
#> V46 0.000000 0.000000
#> V47 0.000000 0.000000
#> V48 0.000000 0.000000
#> V49 223.843490 223.853453
#> V5 0.000000 0.000000
#> V50 -330.667880 -330.682702
#> V51 0.000000 0.000000
#> V52 938.688884 938.736192
#> V53 0.000000 0.000000
#> V54 0.000000 0.000000
#> V55 0.000000 0.000000
#> V56 0.000000 0.000000
#> V57 -737.499393 -737.532653
#> V58 0.000000 0.000000
#> V59 789.281687 789.312367
#> V6 0.000000 0.000000
#> V60 0.000000 0.000000
#> V7 0.000000 0.000000
#> V8 0.000000 0.000000
#> V9 0.000000 0.000000
#>
#> $iter
#> [1] 0 3 3 3 4 4 5 9 4 5 9 5 5 10 6
#> [16] 6 20 8 17 198 29 20 27 35 59 22 19 29 17 17
#> [31] 39 28 25 26 26 74 158 62 734 1442 1 1
#>
#> $lambda
#> [1] 0.24332674 0.22692733 0.21163319 0.19736982 0.18406776 0.17166221
#> [7] 0.16009275 0.14930303 0.13924051 0.12985616 0.12110429 0.11294227
#> [13] 0.10533034 0.09823143 0.09161096 0.08543668 0.07967854 0.07430847
#> [19] 0.06930033 0.06462972 0.06027389 0.05621163 0.05242316 0.04889001
#> [25] 0.04559499 0.04252204 0.03965620 0.03698350 0.03449094 0.03216636
#> [31] 0.02999846 0.02797666 0.02609113 0.02433267 0.02269273 0.02116332
#> [37] 0.01973698 0.01840678 0.01716622 0.01600927 0.01493030 0.01392405
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 19
#>
#> $loss
#> [1] 192.34225 93.00289 90.33676 88.10160 86.21273 84.61915 83.27221
#> [8] 81.71675 80.00937 78.53481 76.52877 74.65239 73.00776 71.12165
#> [15] 69.09967 67.30885 64.78328 61.54122 58.55356 54.74020 52.00985
#> [22] 49.58553 47.40010 45.30521 42.42123 41.51356 40.86134 40.15657
#> [29] 39.48638 38.87814 38.17351 37.02602 36.22893 35.74115 35.13994
#> [36] 30.83990 25.81207 25.03880 20.16399 15.18932 15.18932 15.18931
#>
#> $linear.predictors
#> 0.2433 0.2269 0.2116 0.1974 0.1841 0.1717
#> 1 0.1008047 0.301459171 0.489825954 0.667230720 0.834947712 0.99420585
#> 2 0.1008047 -0.010933987 -0.114663935 -0.211013688 -0.300704029 -0.38454420
#> 3 0.1008047 0.242184175 0.375127105 0.500588358 0.619463632 0.73259512
#> 4 0.1008047 0.152110944 0.200832769 0.247361583 0.292017849 0.33505609
#> 5 0.1008047 0.137717798 0.172981613 0.206897511 0.239694038 0.27153181
#> 6 0.1008047 -0.017124587 -0.126642927 -0.228417590 -0.323208893 -0.41186647
#> 7 0.1008047 -0.041035780 -0.172911784 -0.295640161 -0.410133934 -0.51739874
#> 8 0.1008047 -0.036702359 -0.164526490 -0.283457430 -0.394380528 -0.49827315
#> 9 0.1008047 0.005780634 -0.082320657 -0.164023152 -0.239940894 -0.31077407
#> 10 0.1008047 0.067609252 0.037319527 0.009798320 -0.015173556 -0.03789290
#> 11 0.1008047 0.047799332 -0.001013248 -0.045894167 -0.087189124 -0.12532416
#> 12 0.1008047 0.101038493 0.102006085 0.103779391 0.106352714 0.10964736
#> 13 0.1008047 0.050507719 0.004227561 -0.038279960 -0.077343245 -0.11337067
#> 14 0.1008047 0.142902426 0.183014019 0.221473279 0.258541862 0.29441421
#> 15 0.1008047 0.033560952 -0.028564929 -0.085923141 -0.138950313 -0.18816538
#> 16 0.1008047 -0.021844919 -0.135776909 -0.241688065 -0.340368853 -0.43269970
#> 17 0.1008047 -0.047071615 -0.184591302 -0.312608966 -0.432076177 -0.54403795
#> 18 0.1008047 -0.014029287 -0.120653431 -0.219715639 -0.311956461 -0.39820534
#> 19 0.1008047 -0.013564992 -0.119755007 -0.218410346 -0.310268596 -0.39615616
#> 20 0.1008047 0.050894632 0.004976248 -0.037192216 -0.075936691 -0.11166303
#> 21 0.1008047 0.182135354 0.258930881 0.331770508 0.401166443 0.46756910
#> 22 0.1008047 0.073335557 0.048400095 0.025896929 0.005643444 -0.01261980
#> 23 0.1008047 0.021721429 -0.051474752 -0.119208104 -0.181990867 -0.24041923
#> 24 0.1008047 0.035031219 -0.025719919 -0.081789715 -0.133605407 -0.18167634
#> 25 0.1008047 0.010036671 -0.074085100 -0.152057969 -0.224468799 -0.29199001
#> 26 0.1008047 0.043078999 -0.010147229 -0.059164642 -0.104349083 -0.14615739
#> 27 0.1008047 -0.011862577 -0.116460784 -0.213624273 -0.304079758 -0.38864254
#> 28 0.1008047 0.085871523 0.072657554 0.061139831 0.051215795 0.04270780
#> 29 0.1008047 0.111175600 0.121621684 0.132278281 0.143204430 0.15438758
#> 30 0.1008047 0.179040054 0.252941385 0.323068557 0.389914011 0.45390796
#> 31 0.1008047 0.041918262 -0.012393290 -0.062427874 -0.108568745 -0.15128032
#> 32 0.1008047 0.033793099 -0.028115717 -0.085270495 -0.138106380 -0.18714080
#> 33 0.1008047 0.004310366 -0.085165667 -0.168156579 -0.245285799 -0.31726311
#> 34 0.1008047 0.022650019 -0.049677903 -0.116597519 -0.178615137 -0.23632089
#> 35 0.1008047 0.032709744 -0.030212041 -0.088316178 -0.142044732 -0.19192220
#> 36 0.1008047 0.068769990 0.039565588 0.013061551 -0.010953894 -0.03276997
#> 37 0.1008047 0.032477597 -0.030661253 -0.088968824 -0.142888664 -0.19294678
#> 38 0.1008047 -0.010392309 -0.113615773 -0.209490846 -0.298734853 -0.38215350
#> 39 0.1008047 0.042846852 -0.010596441 -0.059817288 -0.105193015 -0.14718198
#> 40 0.1008047 -0.019136532 -0.130536100 -0.234073858 -0.330522974 -0.42074621
#> 41 0.1008047 -0.003427884 -0.100139407 -0.189911456 -0.273416880 -0.35141595
#> 42 0.1008047 -0.056744427 -0.203308477 -0.339802563 -0.467240028 -0.58672900
#> 43 0.1008047 -0.038404775 -0.167820713 -0.288243503 -0.400569366 -0.50578677
#> 44 0.1008047 -0.053803892 -0.197618456 -0.331535709 -0.456550217 -0.57375092
#> 45 0.1008047 -0.008999424 -0.110920500 -0.205574968 -0.293671258 -0.37600599
#> 46 0.1008047 0.038668197 -0.018682261 -0.071564922 -0.120383799 -0.16562451
#> 47 0.1008047 0.013983179 -0.066448492 -0.140962982 -0.210121948 -0.27457206
#> 48 0.1008047 -0.006600567 -0.106278641 -0.198830956 -0.284950623 -0.36541861
#> 49 0.1008047 -0.006600567 -0.106278641 -0.198830956 -0.284950623 -0.36541861
#> 50 0.1008047 0.003149629 -0.087411728 -0.171419810 -0.249505461 -0.32238604
#> 51 0.1008047 -0.003892179 -0.101037832 -0.191216749 -0.275104745 -0.35346512
#> 52 0.1008047 -0.013874522 -0.120353957 -0.219280541 -0.311393839 -0.39752228
#> 53 0.1008047 -0.006523184 -0.106128903 -0.198613407 -0.284669312 -0.36507708
#> 54 0.1008047 -0.051482417 -0.193126334 -0.325009246 -0.448110893 -0.56350507
#> 55 0.1008047 0.171766099 0.238866069 0.302618972 0.363470794 0.42180429
#> 56 0.1008047 0.104520705 0.108744268 0.113569086 0.119011700 0.12501614
#> 57 0.1008047 0.236535252 0.364196274 0.484707297 0.598927943 0.70766355
#> 58 0.1008047 0.163486171 0.222844167 0.279341253 0.333370538 0.38526076
#> 59 0.1008047 0.086413200 0.073705716 0.062662672 0.053184971 0.04509850
#> 60 0.1008047 0.130366461 0.158756560 0.186230377 0.212969511 0.23908661
#> 61 0.1008047 0.103979028 0.107696106 0.112046244 0.117042525 0.12262544
#> 62 0.1008047 0.151027589 0.198736446 0.244315900 0.288079497 0.33027469
#> 63 0.1008047 0.154200271 0.204875679 0.253235400 0.299613241 0.34427735
#> 64 0.1008047 0.126187806 0.150670740 0.174482743 0.197778727 0.22064408
#> 65 0.1008047 -0.002189764 -0.097743609 -0.186430676 -0.268915907 -0.34595149
#> 66 0.1008047 -0.009154189 -0.111219975 -0.206010066 -0.294233880 -0.37668905
#> 67 0.1008047 -0.005826741 -0.104781267 -0.196655468 -0.282137515 -0.36200333
#> 68 0.1008047 0.095080040 0.090476305 0.087028135 0.084691781 0.08334967
#> 69 0.1008047 0.343864782 0.571882050 0.786447449 0.989106036 1.18136340
#> 70 0.1008047 0.169135094 0.233774998 0.295222314 0.353906227 0.41019233
#> 71 0.1008047 0.150640676 0.197987759 0.243228156 0.286672943 0.32856705
#> 72 0.1008047 0.220903987 0.333949319 0.440762445 0.542103159 0.63867481
#> 73 0.1008047 -0.009695867 -0.112268137 -0.207532907 -0.296203056 -0.37907975
#> 74 0.1008047 0.007947344 -0.078128009 -0.157931786 -0.232064191 -0.30121128
#> 75 0.1008047 0.045477857 -0.005505370 -0.052420630 -0.095628448 -0.13557001
#> 76 0.1008047 0.075270120 0.052143530 0.031335649 0.012676214 -0.00408159
#> 77 0.1008047 0.113264928 0.125664594 0.138152098 0.150799822 0.16360884
#> 78 0.1008047 0.099568225 0.099161074 0.099645964 0.101007808 0.10315832
#> 79 0.1008047 0.123711566 0.145879143 0.167521182 0.188776781 0.20971517
#> 80 0.1008047 0.074805825 0.051245105 0.030030356 0.010988349 -0.00613076
#> 81 0.1008047 0.144527458 0.186158504 0.226041803 0.264449389 0.30158631
#> 82 0.1008047 0.060876975 0.024292373 -0.009128424 -0.039647597 -0.06760587
#> 83 0.1008047 0.088347763 0.077449151 0.068101392 0.060217741 0.05363671
#> 84 0.1008047 0.091907358 0.084337071 0.078108635 0.073158038 0.06934701
#> 85 0.1008047 0.202951247 0.299210242 0.390291129 0.476839051 0.55944023
#> 86 0.1008047 0.297512663 0.482189347 0.656135733 0.820600861 0.97678791
#> 87 0.1008047 0.226011232 0.343831988 0.455120664 0.560669672 0.66121569
#> 88 0.1008047 0.214481240 0.321521115 0.422705896 0.518754362 0.61032796
#> 89 0.1008047 0.216183655 0.324815338 0.427491969 0.524943200 0.61784158
#> 90 0.1008047 0.190802194 0.275701470 0.356135971 0.432673254 0.50582028
#> 91 0.1008047 0.331328817 0.547624591 0.751204548 0.943533685 1.12603581
#> 92 0.1008047 0.180123409 0.255037709 0.326114240 0.393852362 0.45868936
#> 93 0.1008047 0.287143408 0.462124535 0.626984197 0.782905213 0.93102310
#> 94 0.1008047 0.059484090 0.021597100 -0.013044302 -0.044711191 -0.07375338
#> 95 0.1008047 0.101967083 0.103802933 0.106389976 0.109728444 0.11374570
#> 96 0.1008047 0.115044725 0.129108554 0.143155719 0.157269971 0.17146400
#> 97 0.1008047 0.085561993 0.072058604 0.060269636 0.050090552 0.04134168
#> 98 0.1008047 0.144604841 0.186308242 0.226259352 0.264730700 0.30192784
#> 99 0.1008047 0.059871002 0.022345787 -0.011956558 -0.043304637 -0.07204574
#> 100 0.1008047 0.056156642 0.015158392 -0.022398899 -0.056807556 -0.08843910
#> 101 0.1008047 0.094615745 0.089577880 0.085722843 0.083003917 0.08130050
#> 102 0.1008047 0.016768949 -0.061057946 -0.133131226 -0.199994758 -0.26227704
#> 103 0.1008047 -0.018362707 -0.129038726 -0.231898370 -0.327709866 -0.41733092
#> 104 0.1008047 0.090204943 0.081042848 0.073322562 0.066969200 0.06183339
#> 105 0.1008047 0.161087314 0.218202308 0.272597241 0.324649903 0.37467338
#> 106 0.1008047 0.148860879 0.194543799 0.238224534 0.280202795 0.32071190
#> 107 0.1008047 0.114812578 0.128659342 0.142503073 0.156426038 0.17043941
#> 108 0.1008047 0.112181573 0.123568270 0.135106415 0.146861471 0.15882745
#> 109 0.1008047 0.206510842 0.306098163 0.400298372 0.489779348 0.57515054
#> 110 0.1008047 0.118140026 0.135098050 0.151857670 0.168522403 0.18512513
#> 111 0.1008047 0.026906057 -0.041442346 -0.104632336 -0.163143042 -0.21753682
#> 112 0.1008047 0.084788167 0.070561230 0.058094148 0.047277444 0.03792640
#> 113 0.1008047 0.077668977 0.056785389 0.038079661 0.021396849 0.00650579
#> 114 0.1008047 0.404842193 0.689875122 0.957875885 1.210778955 1.45048776
#> 115 0.1008047 0.174164956 0.243507929 0.309362984 0.372191430 0.43239167
#> 116 0.1008047 0.157372954 0.211014913 0.262154900 0.311146984 0.35828002
#> 117 0.1008047 0.248297393 0.386956359 0.517774711 0.641687186 0.75957586
#> 118 0.1008047 0.282577841 0.453290028 0.614148819 0.766307875 0.91087293
#> 119 0.1008047 0.147700141 0.192297738 0.234961303 0.275983132 0.31558897
#> 120 0.1008047 0.055073287 0.013062068 -0.025444582 -0.060745907 -0.09322050
#> 121 0.1008047 0.159075369 0.214309136 0.266940973 0.317335822 0.36579364
#> 122 0.1008047 0.248142628 0.386656885 0.517339614 0.641124564 0.75889280
#> 123 0.1008047 0.232356597 0.356110455 0.472959663 0.583737159 0.68922101
#> 124 0.1008047 0.437420226 0.752914568 1.049463919 1.329210806 1.59427121
#> 125 0.1008047 0.326763249 0.538790084 0.738369170 0.926936347 1.10588563
#> 126 0.1008047 0.192040314 0.278097269 0.359616751 0.437174227 0.51128473
#> 127 0.1008047 0.153271681 0.203078830 0.250624815 0.296237511 0.34017901
#> 128 0.1008047 0.112491103 0.124167220 0.135976610 0.147986714 0.16019356
#> 129 0.1008047 0.090978768 0.082540222 0.075498050 0.069782309 0.06524867
#> 130 0.1008047 0.109008890 0.117429037 0.126186915 0.135327727 0.14482478
#> 131 0.1008047 0.115973316 0.130905403 0.145766305 0.160645700 0.17556234
#> 132 0.1008047 0.092835948 0.086133920 0.080719221 0.076533768 0.07344535
#> 133 0.1008047 0.126110423 0.150521003 0.174265194 0.197497416 0.22030255
#> 134 0.1008047 0.166271941 0.228234714 0.287173009 0.343497727 0.39755578
#> 135 0.1008047 0.225856467 0.343532513 0.454685566 0.560107051 0.66053263
#> 136 0.1008047 0.161396844 0.218801258 0.273467436 0.325775146 0.37603949
#> 137 0.1008047 0.131062903 0.160104196 0.188188316 0.215501308 0.24216037
#> 138 0.1008047 0.145146518 0.187356403 0.227782193 0.266699876 0.30431853
#> 139 0.1008047 0.131372433 0.160703146 0.189058511 0.216626551 0.24352648
#> 0.1601 0.1493 0.1392 0.1299 0.1211
#> 1 1.146052925 1.287188258 1.419758494 1.548513489 1.651292666
#> 2 -0.463274893 -0.547405414 -0.636859889 -0.722335290 -0.781430095
#> 3 0.840691243 0.924149197 0.986426290 1.047768216 1.088786387
#> 4 0.376669054 0.389261879 0.376369374 0.365343873 0.365299019
#> 5 0.302521178 0.317033178 0.317104354 0.318247844 0.362456588
#> 6 -0.495166452 -0.592979665 -0.704219682 -0.810461269 -0.858336344
#> 7 -0.618347601 -0.711126483 -0.797348593 -0.880065678 -0.957470207
#> 8 -0.596023509 -0.687861812 -0.775123382 -0.858783121 -0.907683425
#> 9 -0.377167682 -0.447841054 -0.522767705 -0.594264067 -0.651689666
#> 10 -0.058650733 -0.074212649 -0.085343157 -0.095573666 -0.166289834
#> 11 -0.160703723 -0.191234733 -0.217734968 -0.242776746 -0.265432662
#> 12 0.113563688 0.116830082 0.119505630 0.122742235 0.065243005
#> 13 -0.146751165 -0.188207658 -0.237070896 -0.283334990 -0.359040829
#> 14 0.329230359 0.350786481 0.360776423 0.371399198 0.306126586
#> 15 -0.234054309 -0.284404338 -0.339038040 -0.390961885 -0.496237895
#> 16 -0.519483766 -0.619722147 -0.732471343 -0.840196152 -0.966435211
#> 17 -0.649441871 -0.757867722 -0.869680335 -0.976777670 -1.152668939
#> 18 -0.479220673 -0.575742467 -0.686556480 -0.792361044 -0.910086100
#> 19 -0.476828806 -0.500441804 -0.474056482 -0.449482205 -0.376650519
#> 20 -0.144757943 -0.177452458 -0.210042423 -0.240838773 -0.238395749
#> 21 0.531343117 0.576648263 0.605956530 0.635344861 0.636015394
#> 22 -0.029151040 -0.045425913 -0.061618611 -0.076599889 -0.076829835
#> 23 -0.295046917 -0.348028437 -0.399938540 -0.449397483 -0.536936440
#> 24 -0.226480064 -0.262411683 -0.290807818 -0.317784049 -0.358079283
#> 25 -0.355242235 -0.426565704 -0.505481477 -0.580724222 -0.647156675
#> 26 -0.185021037 -0.214301766 -0.235379547 -0.255317746 -0.315631799
#> 27 -0.468058627 -0.546798767 -0.625484517 -0.700736571 -0.865632865
#> 28 0.035429368 0.019930094 -0.002938427 -0.024132969 -0.144249104
#> 29 0.165786117 0.185131552 0.211549850 0.237453552 0.203307033
#> 30 0.515397337 0.596900645 0.696485568 0.792622256 0.829527331
#> 31 -0.191000704 -0.241568757 -0.302039334 -0.359422715 -0.435819873
#> 32 -0.232858376 -0.271673551 -0.304704059 -0.336097000 -0.382907073
#> 33 -0.384741928 -0.454690860 -0.527296748 -0.596603099 -0.757371318
#> 34 -0.290263183 -0.352163515 -0.421496712 -0.487502331 -0.516503724
#> 35 -0.238439399 -0.300773688 -0.377456229 -0.450340896 -0.487023691
#> 36 -0.052671065 -0.084141203 -0.126027044 -0.165470805 -0.175208843
#> 37 -0.239635332 -0.305344979 -0.388242487 -0.467035358 -0.565283616
#> 38 -0.460484381 -0.546491261 -0.639836080 -0.729002652 -0.826224285
#> 39 -0.186216970 -0.231516602 -0.282654168 -0.331159169 -0.396775147
#> 40 -0.505531209 -0.577000222 -0.637250782 -0.695060447 -0.785958384
#> 41 -0.424606377 -0.514984955 -0.621095899 -0.722321038 -0.840106483
#> 42 -0.699272433 -0.789975307 -0.862083914 -0.931553076 -1.077077953
#> 43 -0.604793688 -0.699723962 -0.791711532 -0.879879881 -1.049868074
#> 44 -0.684123942 -0.803179983 -0.930669671 -1.052734244 -1.249578287
#> 45 -0.453308780 -0.529795830 -0.606091215 -0.679042025 -0.835353073
#> 46 -0.207743773 -0.246980165 -0.283970047 -0.319074662 -0.358977807
#> 47 -0.334911366 -0.408763587 -0.495010540 -0.577178688 -0.624774488
#> 48 -0.440950801 -0.529580407 -0.630333160 -0.726499681 -0.775617360
#> 49 -0.440950801 -0.509071402 -0.571145640 -0.630557807 -0.651136533
#> 50 -0.390721595 -0.465859383 -0.547497515 -0.625398855 -0.658049333
#> 51 -0.426998244 -0.494135872 -0.556114622 -0.615407866 -0.636325000
#> 52 -0.478423384 -0.561840114 -0.648039392 -0.730452132 -0.758351012
#> 53 -0.440552157 -0.504729794 -0.559418125 -0.611811009 -0.599660468
#> 54 -0.672164607 -0.756364444 -0.819624970 -0.880631463 -0.868799603
#> 55 0.477924755 0.525607669 0.566132121 0.606070754 0.670435759
#> 56 0.131502691 0.111963965 0.069369988 0.029625351 0.038546114
#> 57 0.811590195 0.880003662 0.917575298 0.955382018 1.018961039
#> 58 0.435269794 0.467707325 0.484855536 0.502494674 0.560694147
#> 59 0.038219879 0.058701372 0.103338331 0.146296677 0.137921653
#> 60 0.264649951 0.266171121 0.246515127 0.228836324 0.148793818
#> 61 0.128712179 0.140453405 0.157202838 0.173843788 0.158154581
#> 62 0.371088031 0.408383633 0.442782125 0.476683738 0.459528267
#> 63 0.387432455 0.426581026 0.462414327 0.497712387 0.472776207
#> 64 0.243123149 0.245120876 0.229076482 0.214786128 0.182375036
#> 65 -0.418228065 -0.495358321 -0.577287685 -0.655521334 -0.673363131
#> 66 -0.454106069 -0.541860458 -0.639304762 -0.732353995 -0.803121245
#> 67 -0.436964356 -0.439706654 -0.378984482 -0.321701000 -0.311226581
#> 68 0.082868062 0.105598258 0.148849462 0.190581180 0.268680078
#> 69 1.364510107 1.571089300 1.799551575 2.019869506 2.258480989
#> 70 0.464370842 0.584626752 0.763726759 0.935319779 1.120647031
#> 71 0.369094808 0.396378780 0.412147244 0.428341600 0.445399042
#> 72 0.731064008 0.810936110 0.880265975 0.948088367 1.015102662
#> 73 -0.456896581 -0.495214300 -0.499072925 -0.503197771 -0.508652767
#> 74 -0.366005637 -0.377585306 -0.342472136 -0.309380335 -0.265271922
#> 75 -0.172663058 -0.046191831 0.224910031 0.482641230 0.734179512
#> 76 -0.019184928 -0.049207442 -0.092583156 -0.133375031 -0.147007646
#> 77 0.176549518 0.180991633 0.177946914 0.175875052 0.182262012
#> 78 0.105989443 0.135928947 0.189862589 0.241792025 0.284448731
#> 79 0.230366525 0.274819031 0.340448920 0.403743986 0.508296653
#> 80 -0.021576795 -0.053277903 -0.099517897 -0.143036393 -0.144946679
#> 81 0.337601893 0.387857633 0.450918000 0.511987990 0.631054044
#> 82 -0.093332803 -0.131065820 -0.179638731 -0.225519036 -0.229495834
#> 83 0.048185992 0.041688225 0.034188290 0.027623552 0.057618061
#> 84 0.066523638 0.047926543 0.015297195 -0.015109786 -0.005543802
#> 85 0.638578486 0.735262433 0.847953432 0.956793028 1.095439794
#> 86 1.125722056 1.229838309 1.295155351 1.359961761 1.441026197
#> 87 0.757374544 0.858504523 0.964609515 1.067430710 1.186666974
#> 88 0.697976515 0.809747550 0.943406262 1.072290464 1.238034735
#> 89 0.706746694 0.771770610 0.816162375 0.860238154 0.814034596
#> 90 0.575991300 0.643980646 0.710443039 0.775227360 0.772777270
#> 91 1.299929699 1.470081438 1.637982692 1.800621908 1.850682092
#> 92 0.520978360 0.626221310 0.769874163 0.907897785 0.948235065
#> 93 1.072303694 1.244808781 1.445834142 1.639489815 1.740017338
#> 94 -0.100508404 -0.112256413 -0.110919181 -0.109386742 -0.052426654
#> 95 0.118347422 0.208550716 0.374580166 0.533053888 0.731421950
#> 96 0.185718342 0.209103845 0.240629527 0.271426796 0.299334430
#> 97 0.033834790 0.076440189 0.163353866 0.246476911 0.386564170
#> 98 0.338000538 0.443287983 0.610083961 0.769729779 0.976041546
#> 99 -0.098515182 -0.094591368 -0.063949393 -0.034566022 0.036653682
#> 100 -0.117650117 -0.143400542 -0.166310629 -0.187853893 -0.180964099
#> 101 0.080476195 0.061979965 0.027782514 -0.004086378 -0.033560059
#> 102 -0.320560164 -0.362729180 -0.391032446 -0.418110472 -0.386399600
#> 103 -0.501544764 -0.572176360 -0.631349990 -0.688128247 -0.702429809
#> 104 0.057753459 0.037020010 0.001466886 -0.031736137 -0.114063816
#> 105 0.422911815 0.480576501 0.546858694 0.611162558 0.601565305
#> 106 0.359925985 0.395685418 0.428593466 0.461056233 0.424023654
#> 107 0.184522408 0.211736435 0.250633151 0.288432348 0.279981452
#> 108 0.170968495 0.151009388 0.102649044 0.057504624 0.012054224
#> 109 0.656916132 0.718124895 0.761601294 0.804706587 0.835978176
#> 110 0.201664121 0.216637857 0.230290031 0.244135166 0.243012210
#> 111 -0.268337736 -0.305968620 -0.332294465 -0.357387951 -0.342572497
#> 112 0.029848345 0.003105956 -0.040262941 -0.080949291 -0.211523029
#> 113 -0.006826948 -0.006356811 0.006217055 0.018616370 -0.037634931
#> 114 1.678641967 1.878435756 2.054513756 2.225687947 2.342614376
#> 115 0.490282734 0.554785630 0.625473985 0.694100906 0.760816371
#> 116 0.403776879 0.452864406 0.505382110 0.556567582 0.643277934
#> 117 0.872184158 0.938698081 0.965051149 0.992319797 1.019342047
#> 118 1.048783669 1.152284917 1.226138023 1.298900434 1.354332356
#> 119 0.353946318 0.375328271 0.381874993 0.389275767 0.384624475
#> 120 -0.123231140 -0.176764200 -0.251367015 -0.322042695 -0.347208724
#> 121 0.412547058 0.457081621 0.499907529 0.541901063 0.594544929
#> 122 0.871386869 0.959712494 1.027301343 1.093752784 1.156328528
#> 123 0.790063393 0.889165607 0.987326870 1.082665550 1.173369270
#> 124 1.846471299 2.071486382 2.273979766 2.470594258 2.643440169
#> 125 1.276409674 1.401153956 1.486384042 1.570417263 1.656604519
#> 126 0.582369612 0.630013676 0.657302520 0.684874963 0.747937522
#> 127 0.382648721 0.400577421 0.396994424 0.394827384 0.432125846
#> 128 0.172563073 0.192119219 0.218080859 0.243564310 0.312457151
#> 129 0.061739904 0.033831393 -0.015755761 -0.062286604 -0.060102883
#> 130 0.154624071 0.155820306 0.149417178 0.144109690 0.197392472
#> 131 0.190502076 0.201440336 0.208888556 0.216815820 0.269085866
#> 132 0.071307372 0.053494651 0.021741721 -0.007822779 0.018545496
#> 133 0.242724504 0.256069136 0.261474429 0.267565888 0.331206635
#> 134 0.449620996 0.474561445 0.475762131 0.478276084 0.516943851
#> 135 0.756577255 0.863493978 0.980612830 1.093898363 1.252395236
#> 136 0.424506393 0.442958215 0.435086804 0.428929243 0.470175989
#> 137 0.268237752 0.276724106 0.269751809 0.264132969 0.295635871
#> 138 0.340791049 0.381057921 0.424878095 0.467671485 0.564994311
#> 139 0.269832330 0.277036454 0.267445010 0.259340539 0.281220588
#> 0.1129 0.1053 0.0982 0.0916 0.0854 0.0797
#> 1 1.7488822235 1.84591974 1.87396987 1.84693869 1.82492416 1.73386922
#> 2 -0.8350000076 -0.88765496 -0.85711824 -0.75801476 -0.66156121 -0.61612172
#> 3 1.1268115129 1.16548275 1.15112983 1.09398557 1.04042189 0.98815540
#> 4 0.3680069955 0.37151583 0.35721933 0.32845992 0.30085233 0.09759052
#> 5 0.4135620156 0.46385486 0.52670529 0.60074044 0.67491448 0.74971732
#> 6 -0.8955105245 -0.93235953 -0.97241928 -1.01642184 -1.06232222 -1.06633523
#> 7 -1.0327825296 -1.10678806 -1.16915263 -1.22302278 -1.27810218 -1.32621429
#> 8 -0.9501577214 -0.99229904 -1.03192971 -1.07059101 -1.11075768 -1.11541199
#> 9 -0.7056137653 -0.75843778 -0.82332214 -0.89919565 -0.97559731 -1.00195824
#> 10 -0.2454700457 -0.32211459 -0.40923222 -0.50527190 -0.59965198 -0.74485948
#> 11 -0.2872166620 -0.30844040 -0.34160592 -0.38494580 -0.42788729 -0.43576562
#> 12 -0.0008151531 -0.06441213 -0.13164230 -0.20176502 -0.26999870 -0.33949279
#> 13 -0.4378336743 -0.51430798 -0.60256584 -0.70125184 -0.79923354 -0.94948929
#> 14 0.2303045578 0.15764707 0.05217906 -0.08041187 -0.21002186 -0.33696775
#> 15 -0.6080665941 -0.71672340 -0.76532503 -0.76443763 -0.76388832 -0.80637678
#> 16 -1.0931065423 -1.21673714 -1.31221813 -1.38572168 -1.46048250 -1.55461458
#> 17 -1.3365425141 -1.51584620 -1.69584213 -1.87829583 -2.06083964 -2.22276779
#> 18 -1.0272666823 -1.14162366 -1.21701165 -1.26128243 -1.30703879 -1.32151713
#> 19 -0.2983749253 -0.22314112 -0.14183499 -0.05504343 0.03122758 0.09399553
#> 20 -0.2304149542 -0.22277047 -0.22053705 -0.22295152 -0.22561940 -0.32990249
#> 21 0.6328103885 0.63092059 0.59929888 0.54371019 0.49072581 0.49148048
#> 22 -0.0744360243 -0.07197590 -0.08579757 -0.11315021 -0.13996528 -0.21437723
#> 23 -0.6290082933 -0.71862597 -0.82439743 -0.94444326 -1.06377956 -1.11416338
#> 24 -0.3998475586 -0.44056114 -0.51009681 -0.60407636 -0.69720670 -0.75006226
#> 25 -0.7106967441 -0.77280470 -0.84852030 -0.93657263 -1.02505385 -1.12165075
#> 26 -0.3814608667 -0.44540851 -0.54139908 -0.66451387 -0.78616496 -0.88135469
#> 27 -1.0421085241 -1.21387265 -1.37773251 -1.53638699 -1.69440018 -1.87736691
#> 28 -0.2778889863 -0.40715489 -0.56443530 -0.74554435 -0.92406792 -1.13456263
#> 29 0.1601390588 0.11884916 0.05242219 -0.03456859 -0.11900556 -0.14876021
#> 30 0.8561547380 0.88323048 0.86466946 0.80955141 0.75848115 0.70972773
#> 31 -0.5135552176 -0.58909905 -0.62599568 -0.63123143 -0.63698609 -0.61297076
#> 32 -0.4313770504 -0.47860262 -0.52947039 -0.58376914 -0.63768134 -0.60934021
#> 33 -0.9299937306 -1.09786436 -1.24463674 -1.37502420 -1.50481189 -1.63088501
#> 34 -0.5386751869 -0.56056125 -0.58534919 -0.61323222 -0.64201250 -0.65737572
#> 35 -0.5166903604 -0.54575446 -0.56383590 -0.57343940 -0.58418080 -0.58058004
#> 36 -0.1794880824 -0.18356826 -0.19359036 -0.20875994 -0.22409615 -0.20272145
#> 37 -0.6644020348 -0.76078425 -0.88583535 -1.03590187 -1.18557604 -1.25824995
#> 38 -0.9227924194 -1.01711825 -1.12659858 -1.25003523 -1.37387257 -1.43200172
#> 39 -0.4637044359 -0.52875595 -0.63424068 -0.77415205 -0.91312390 -0.99115649
#> 40 -0.8808322831 -0.97355936 -1.09979222 -1.25507535 -1.40976249 -1.49528266
#> 41 -0.9580467489 -1.07303480 -1.18660013 -1.30040290 -1.41484324 -1.48657719
#> 42 -1.2328349148 -1.38493374 -1.54775746 -1.72102162 -1.89375215 -2.03828295
#> 43 -1.2301913025 -1.40594939 -1.59959095 -1.80985788 -2.01945325 -2.21854664
#> 44 -1.4549005424 -1.65507278 -1.85661860 -2.06143463 -2.26642914 -2.48767375
#> 45 -1.0023724432 -1.16494236 -1.34013210 -1.52723568 -1.71339645 -1.88500386
#> 46 -0.3988461319 -0.43769433 -0.42394716 -0.36653153 -0.30989798 -0.24649514
#> 47 -0.6655062676 -0.70548129 -0.74787862 -0.79322053 -0.83964999 -0.89824889
#> 48 -0.8158617704 -0.85557500 -0.88511276 -0.90725884 -0.93118683 -0.96565790
#> 49 -0.6651071440 -0.67931177 -0.69436616 -0.71081977 -0.72834819 -0.74577867
#> 50 -0.6825236189 -0.70683921 -0.73297821 -0.76150619 -0.79132661 -0.82572388
#> 51 -0.6506765183 -0.66522473 -0.69481927 -0.73768923 -0.78135895 -0.88484022
#> 52 -0.7767716165 -0.79538570 -0.80218072 -0.80003046 -0.79971340 -0.90377514
#> 53 -0.5773847515 -0.55645211 -0.52103483 -0.47398682 -0.42862373 -0.48736033
#> 54 -0.8458409364 -0.82467905 -0.78849896 -0.74049529 -0.69468589 -0.70807252
#> 55 0.7382054204 0.80501592 0.86769804 0.92815287 0.98995208 0.97072165
#> 56 0.0560379218 0.07339214 0.11399825 0.17410997 0.23345380 0.19548590
#> 57 1.0868520825 1.15438545 1.20724923 1.24929047 1.29321719 1.27770326
#> 58 0.6252034742 0.68874889 0.73772140 0.77546559 0.81419616 0.78974774
#> 59 0.1210392313 0.10501251 0.08145975 0.05224509 0.02515826 -0.09392511
#> 60 0.0608633641 -0.02368165 -0.10563471 -0.18542875 -0.26345303 -0.41174250
#> 61 0.1376555670 0.11825609 0.08264975 0.03391765 -0.01300406 -0.13877219
#> 62 0.4348190779 0.41180230 0.36519613 0.29961545 0.23674533 0.11083113
#> 63 0.4389487984 0.40712668 0.35658329 0.29113595 0.22849518 0.03607066
#> 64 0.1483394457 0.11599120 0.05424127 -0.03193761 -0.11648622 -0.27060899
#> 65 -0.6808808041 -0.68881355 -0.69495667 -0.70042971 -0.70753870 -0.72467728
#> 66 -0.8687173441 -0.93302007 -1.00713209 -1.09065179 -1.17518684 -1.24716985
#> 67 -0.3099498215 -0.30922565 -0.31881300 -0.33655285 -0.35260894 -0.37137958
#> 68 0.3510899486 0.43137139 0.51800099 0.61094531 0.70440331 0.72389650
#> 69 2.4960566100 2.72927201 2.89092547 2.99685690 3.10834875 3.19939357
#> 70 1.3039508693 1.48286891 1.59972965 1.66750027 1.73915489 1.80177522
#> 71 0.4629331460 0.48083055 0.46130344 0.41119128 0.36301193 0.26784929
#> 72 1.0815456810 1.14756621 1.16308910 1.13801234 1.11609373 1.07736851
#> 73 -0.5149631794 -0.52170450 -0.53706186 -0.55977916 -0.58223453 -0.62021140
#> 74 -0.2211439526 -0.17879159 -0.12808794 -0.06994246 -0.01153760 0.03679235
#> 75 0.9770470294 1.21263697 1.41276159 1.58660762 1.76432074 2.01428621
#> 76 -0.1554453793 -0.16349640 -0.18087759 -0.20624508 -0.23165252 -0.25999694
#> 77 0.1903847293 0.19878773 0.19176319 0.17222020 0.15368102 0.10941932
#> 78 0.3245561428 0.36389526 0.40557519 0.45018522 0.49624700 0.50781711
#> 79 0.6175243992 0.72409162 0.82034577 0.90937246 0.99952736 1.11967299
#> 80 -0.1394953072 -0.13409355 -0.11291465 -0.07868065 -0.04519188 -0.02005090
#> 81 0.7574923012 0.88093156 0.99292694 1.09686601 1.20178921 1.30634139
#> 82 -0.2261389028 -0.22290061 -0.20890965 -0.18615409 -0.16417048 -0.18606571
#> 83 0.0932975357 0.12816753 0.15691962 0.18090260 0.20507334 0.21932982
#> 84 0.0109349708 0.02720061 0.03714646 0.04187495 0.04651464 0.02342300
#> 85 1.2365662437 1.37484798 1.48328953 1.56900395 1.65733506 1.77099166
#> 86 1.5248470873 1.60842450 1.66329147 1.69612773 1.73190542 1.69278386
#> 87 1.3068519308 1.42504735 1.51162260 1.57394085 1.63920235 1.66399620
#> 88 1.4068086353 1.57201775 1.72183560 1.86135428 2.00340088 2.06291830
#> 89 0.7549557153 0.69925395 0.69012663 0.72100396 0.75449564 0.83472035
#> 90 0.7599268627 0.74881451 0.76399459 0.80245444 0.84357290 0.89850467
#> 91 1.8823239724 1.91577116 1.94644785 1.97769992 2.01473224 2.06111011
#> 92 0.9715127292 0.99540418 0.99093819 0.96477544 0.94341596 1.01052533
#> 93 1.8235908050 1.90699084 2.02163772 2.16564402 2.31456826 2.51529606
#> 94 0.0124230291 0.07530224 0.16167690 0.26814208 0.37387645 0.47385680
#> 95 0.9312633522 1.12556199 1.40432011 1.75633512 2.10868545 2.41027281
#> 96 0.3263907247 0.35320050 0.47124144 0.66645249 0.86132513 1.01192287
#> 97 0.5326368414 0.67457856 0.90623819 1.21459162 1.52203103 1.77301632
#> 98 1.1852005744 1.38893094 1.54699518 1.66957240 1.79494040 2.04451090
#> 99 0.1129841245 0.18702798 0.28072353 0.39159776 0.50231853 0.61835754
#> 100 -0.1694503382 -0.15832105 -0.17050332 -0.20220052 -0.23363053 -0.23000065
#> 101 -0.0614906999 -0.08824049 -0.14076635 -0.21495470 -0.28828351 -0.35901744
#> 102 -0.3459038103 -0.30706334 -0.25189940 -0.18317124 -0.11566177 -0.10697000
#> 103 -0.7097910271 -0.71769734 -0.69874933 -0.65800228 -0.61892128 -0.64321894
#> 104 -0.2023116559 -0.28756043 -0.30303224 -0.26039689 -0.21779534 -0.20176352
#> 105 0.5803184679 0.56078931 0.57456493 0.61734347 0.66257628 0.71140751
#> 106 0.3767886170 0.33191898 0.32365419 0.34671564 0.37169697 0.37834425
#> 107 0.2641950929 0.24949075 0.26799221 0.31500020 0.36345930 0.42741278
#> 108 -0.0316792308 -0.07359579 -0.11559736 -0.15786331 -0.19970754 -0.20993811
#> 109 0.8656614947 0.89589093 0.93232058 0.97520585 1.02008417 1.16922534
#> 110 0.2398167482 0.23731631 0.19022516 0.10633000 0.02452363 0.02263692
#> 111 -0.3216615152 -0.30170391 -0.20627987 -0.04778080 0.10884589 0.25400764
#> 112 -0.3537530256 -0.49137830 -0.61744414 -0.73442358 -0.84986782 -0.90633214
#> 113 -0.1040936893 -0.16828687 -0.22605009 -0.27828449 -0.32872870 -0.30931673
#> 114 2.4500545459 2.55766157 2.60086968 2.59367690 2.59295205 2.79889830
#> 115 0.8263081431 0.89096912 0.91879240 0.91727684 0.91841697 1.03191800
#> 116 0.7345258582 0.82396898 0.89289421 0.94600109 1.00058999 1.09184085
#> 117 1.0473364129 1.07630155 1.15186852 1.26772346 1.38476776 1.53329166
#> 118 1.4072756800 1.46079804 1.52136350 1.58974704 1.66097369 1.78751059
#> 119 0.3788081552 0.37403718 0.33080444 0.25594332 0.18313174 0.19777681
#> 120 -0.3638514275 -0.38008083 -0.41384657 -0.46286085 -0.51250021 -0.53882928
#> 121 0.6484117049 0.70163177 0.72898258 0.73582601 0.74456094 0.82544824
#> 122 1.2182024741 1.28004886 1.40020298 1.57093501 1.74311405 1.93834329
#> 123 1.2622572226 1.35017168 1.49861048 1.69978980 1.90259144 2.13537695
#> 124 2.8107942642 2.97680369 3.12790710 3.27062211 3.41890863 3.69529858
#> 125 1.7432373293 1.82983825 1.96385286 2.13988042 2.31811672 2.55594316
#> 126 0.8165718129 0.88439521 1.07675969 1.37459288 1.67132562 1.93018983
#> 127 0.4760529247 0.51953080 0.55715615 0.59055589 0.62453792 0.70324326
#> 128 0.3873307830 0.46045180 0.52740788 0.59008827 0.65332815 0.75612472
#> 129 -0.0492782774 -0.03852104 -0.04282902 -0.05985352 -0.07712644 -0.06204093
#> 130 0.2597199997 0.32061121 0.41434054 0.53610063 0.65714916 0.81181606
#> 131 0.3280206916 0.38570566 0.45819071 0.54374533 0.62931506 0.77623108
#> 132 0.0541215512 0.08890493 0.14169037 0.20969938 0.27694942 0.39488341
#> 133 0.4035794152 0.47438054 0.55458261 0.64340114 0.73216081 0.88613772
#> 134 0.5617543036 0.60621611 0.64494705 0.67965228 0.71511961 0.83066459
#> 135 1.4157014573 1.57569903 1.69070611 1.77050761 1.85313187 2.00335244
#> 136 0.5193989385 0.56808057 0.59897254 0.61565554 0.63301186 0.68889457
#> 137 0.3333062313 0.37050774 0.38966903 0.39425998 0.39951260 0.44995832
#> 138 0.6697287299 0.77211703 0.86323955 0.94620886 1.03002931 1.18663200
#> 139 0.3083107837 0.33525843 0.35590011 0.37173774 0.38812156 0.46197190
#> 0.0743 0.0693 0.0646 0.0603 0.0562 0.0524
#> 1 1.537557318 1.3553491549 1.268114810 1.00691383 0.77175691 0.50644527
#> 2 -0.630151244 -0.6663386753 -0.857156157 -0.96360615 -1.03616290 -1.14014965
#> 3 0.899505388 0.8415761140 0.583861549 0.37367564 0.22129060 0.06377147
#> 4 -0.325856209 -0.7723293611 -1.299998933 -1.91468083 -2.52639287 -3.26163118
#> 5 0.840481039 0.9031816082 0.803228583 0.88211189 0.96001389 1.04958025
#> 6 -1.026535496 -0.9755515571 -0.815721364 -0.79222677 -0.75066199 -0.71600627
#> 7 -1.401490718 -1.5036576098 -1.857836039 -2.01085298 -2.18944944 -2.39418843
#> 8 -1.056163739 -0.9745314006 -1.144556038 -1.10765587 -1.06027036 -1.00104010
#> 9 -0.926857905 -0.8202476483 -0.807083226 -0.67645479 -0.55501914 -0.41383342
#> 10 -0.949596142 -1.1459231555 -1.325212306 -1.70613422 -2.02878477 -2.42258452
#> 11 -0.409601990 -0.3894146155 -0.192162214 -0.13765696 -0.09385246 -0.04137106
#> 12 -0.426061976 -0.4360420743 -0.853417193 -0.96210136 -1.03040732 -1.10891817
#> 13 -1.152699600 -1.3798170627 -1.652289204 -1.89409611 -2.18529503 -2.53260219
#> 14 -0.479602266 -0.6065288929 -0.417017714 -0.52097599 -0.64056172 -0.78533940
#> 15 -0.904050009 -0.9708276277 -1.109544429 -1.11645151 -1.15843319 -1.17286418
#> 16 -1.652305430 -1.7684812111 -1.755788994 -1.83473825 -1.95648269 -2.11074279
#> 17 -2.371131942 -2.5028856944 -2.692030918 -2.91460040 -3.14145472 -3.39769372
#> 18 -1.298257909 -1.3024425349 -1.357895670 -1.33249029 -1.33459103 -1.35217794
#> 19 0.126111634 0.1225330427 0.078207915 0.01669092 -0.01957786 -0.06231401
#> 20 -0.549783387 -0.7734552043 -0.837139024 -1.15250800 -1.44872051 -1.81703308
#> 21 0.591033939 0.7120923608 0.670668842 0.83841526 0.99105514 1.19843465
#> 22 -0.366375458 -0.5414314071 -0.899001913 -1.00777723 -1.19589185 -1.42378920
#> 23 -1.093081061 -1.0533499138 -1.032507555 -0.99552917 -0.96334726 -0.92452359
#> 24 -0.791859038 -0.8436391306 -0.938234551 -1.06938084 -1.18961610 -1.32584621
#> 25 -1.274157023 -1.4158107810 -1.454140349 -1.64853247 -1.84434885 -2.08359692
#> 26 -0.987131371 -1.0322692677 -0.941344395 -1.13955890 -1.26254158 -1.40281931
#> 27 -2.072147108 -2.2954079744 -2.813887639 -3.08618109 -3.41233897 -3.79937546
#> 28 -1.366859064 -1.5403746214 -2.248379303 -2.56627034 -2.88039020 -3.23486500
#> 29 -0.081042286 -0.0138908475 0.461059573 0.57626796 0.69988487 0.84001944
#> 30 0.704549130 0.6969292764 0.919290029 1.00846024 1.06493567 1.13307239
#> 31 -0.531181280 -0.4812523001 -0.294500106 -0.28821104 -0.24330553 -0.21272898
#> 32 -0.484548524 -0.3770702508 -0.205915440 -0.01854394 0.13952602 0.32862835
#> 33 -1.764391680 -1.9191983192 -2.187890444 -2.29414017 -2.47119174 -2.68098086
#> 34 -0.661940711 -0.6923810152 -0.716037644 -0.74498408 -0.79286006 -0.85603172
#> 35 -0.569724706 -0.5578101851 -0.563748268 -0.62317828 -0.65015027 -0.68670232
#> 36 -0.152968059 -0.1166891158 -0.028771883 0.03069229 0.07994232 0.14225394
#> 37 -1.241860693 -1.2143197195 -1.420638085 -1.42345747 -1.44647130 -1.45595945
#> 38 -1.410601357 -1.3973194762 -1.650017040 -1.64390880 -1.67582360 -1.69923850
#> 39 -0.994508821 -0.9937475796 -1.096845694 -1.09444671 -1.12463468 -1.14215709
#> 40 -1.497110836 -1.4948210948 -1.641313074 -1.64244019 -1.67867325 -1.70560802
#> 41 -1.492305869 -1.5129228913 -1.644954120 -1.64503184 -1.68876240 -1.73678043
#> 42 -2.158224920 -2.2394705141 -2.541949665 -2.80641048 -3.02619323 -3.26698362
#> 43 -2.419312163 -2.6207096930 -2.878472156 -3.11413756 -3.40174204 -3.72368197
#> 44 -2.724881252 -2.9668849167 -3.301101936 -3.60130477 -3.94976920 -4.35386536
#> 45 -2.054012757 -2.2347499179 -2.463640761 -2.61332079 -2.83902341 -3.09214186
#> 46 -0.199733602 -0.1877445503 -0.290059618 -0.41808682 -0.47177131 -0.55504350
#> 47 -1.012277733 -1.1386089562 -1.362568470 -1.46332058 -1.61694470 -1.79712918
#> 48 -1.050494338 -1.1694681406 -1.304504720 -1.42134758 -1.57486671 -1.76376993
#> 49 -0.809332518 -0.8909072889 -1.092048620 -1.16472850 -1.27489388 -1.39885638
#> 50 -0.907084584 -0.9855149057 -1.215668602 -1.37863467 -1.53209578 -1.70878064
#> 51 -1.020232750 -1.1559960845 -1.336424713 -1.54404565 -1.75438086 -2.00890721
#> 52 -1.062591506 -1.2208485050 -1.302415695 -1.53154438 -1.74928393 -2.03520311
#> 53 -0.601428521 -0.7301197819 -0.759520067 -0.96999060 -1.15426411 -1.40048419
#> 54 -0.734995154 -0.8059153881 -0.763857719 -0.74462984 -0.78433327 -0.85371229
#> 55 0.887348272 0.7887156331 0.636096200 0.58775989 0.50361215 0.41228464
#> 56 0.084453115 -0.0525566775 -0.321353890 -0.50550239 -0.69477109 -0.91996865
#> 57 1.216588563 1.1470139101 1.117107216 1.00215317 0.91169695 0.80349594
#> 58 0.718721114 0.6364781199 0.443002478 0.31556039 0.19314489 0.05379316
#> 59 -0.304264630 -0.5328730499 -0.680633453 -0.83977062 -1.07207827 -1.31622592
#> 60 -0.610282754 -0.8186113447 -0.976104078 -1.02418092 -1.18928121 -1.36686587
#> 61 -0.346366153 -0.5288098539 -0.714152512 -0.98638072 -1.24138601 -1.53217452
#> 62 -0.094023803 -0.2714638327 -0.565993607 -0.82627037 -1.08077667 -1.35312968
#> 63 -0.283395821 -0.6452869740 -0.995316838 -1.32086390 -1.72497885 -2.22548893
#> 64 -0.496783821 -0.7281345422 -1.054494383 -1.28998077 -1.57406748 -1.91947700
#> 65 -0.783042470 -0.8494112582 -0.794143599 -0.82896296 -0.88977889 -0.97319240
#> 66 -1.345801433 -1.4503367501 -1.640976600 -1.63995657 -1.73142432 -1.83865085
#> 67 -0.425176011 -0.4607060492 -0.405588844 -0.55338874 -0.64382103 -0.72836900
#> 68 0.612095120 0.4572906989 0.300185462 0.22389572 0.09074449 -0.06478483
#> 69 3.221520932 3.2890073071 3.403249645 3.27178190 3.28983499 3.32535370
#> 70 1.822524094 1.8696900671 1.982638754 2.18932740 2.34503411 2.56189045
#> 71 0.138843635 0.0245890933 -0.280934220 -0.49675804 -0.69575875 -0.92226789
#> 72 1.028871562 0.9824260811 1.015516431 1.16383676 1.21939205 1.27932066
#> 73 -0.647345366 -0.6805354447 -0.394832525 -0.45003582 -0.48517879 -0.53672978
#> 74 0.105000678 0.1454800724 0.258430026 0.30446852 0.36202165 0.42223643
#> 75 2.317763816 2.6431922489 2.766929772 3.08366627 3.47226270 3.98011134
#> 76 -0.251109606 -0.2383704024 -0.166035846 -0.11276660 -0.07649646 -0.04597395
#> 77 0.086730076 0.0930097004 0.341663989 0.48917763 0.59013878 0.70164868
#> 78 0.516842814 0.5339825309 0.573479057 0.41136864 0.35792841 0.28306727
#> 79 1.285463666 1.4648743444 1.777059363 1.96969465 2.20812110 2.50168508
#> 80 0.028311526 0.1039566299 0.189929757 0.20852354 0.27933945 0.35481854
#> 81 1.410806183 1.5125840393 1.641463611 1.83916095 2.02396108 2.24196432
#> 82 -0.236055690 -0.2912059311 -0.217112990 -0.35414362 -0.44914531 -0.57722487
#> 83 0.251400000 0.2838604797 0.609405308 0.75396535 0.87091753 0.99962745
#> 84 -0.009449245 -0.0216728868 0.179083558 0.22252032 0.25571756 0.28413331
#> 85 1.886439219 2.0119642242 1.952184787 2.12451912 2.30368003 2.52269249
#> 86 1.599085227 1.5361609641 1.704166984 1.63639089 1.59898311 1.54568361
#> 87 1.657426904 1.7026007197 2.199368896 2.16490177 2.23118198 2.32038262
#> 88 2.021260966 1.9901982564 1.599874367 1.57856566 1.55297072 1.54032974
#> 89 1.041501790 1.2570280651 1.001696301 1.25283584 1.51244212 1.84984201
#> 90 1.034657570 1.1742736874 0.976514035 1.13044959 1.29466536 1.52022661
#> 91 2.148999226 2.2373679857 1.806780204 1.86703007 1.95287637 2.07204286
#> 92 1.209206501 1.5123843831 1.504431150 1.78429600 2.13076647 2.59926282
#> 93 2.810622161 3.0764091721 2.974429868 3.48842386 3.94570780 4.47823263
#> 94 0.553770907 0.6429420333 1.088690697 1.29117136 1.49534664 1.72097582
#> 95 2.661686555 2.8704672238 2.727399797 2.89913923 3.15089929 3.46309315
#> 96 1.105126512 1.3698342426 1.865209312 2.14969843 2.57279461 3.04291761
#> 97 1.951277301 2.0809033480 2.298571440 2.53622037 2.78995141 3.08528251
#> 98 2.396479454 2.7691183717 3.289968085 3.75730232 4.26574407 4.90177751
#> 99 0.754540454 0.8808985868 0.828656058 0.94369191 1.08085444 1.27259115
#> 100 -0.160637598 -0.0729849153 -0.031999810 0.02300931 0.10058826 0.19418109
#> 101 -0.377132457 -0.3693592622 -0.295040922 -0.25895579 -0.23766539 -0.21059383
#> 102 -0.112487794 -0.1533194362 -0.070544528 -0.03754808 -0.04248178 -0.05787298
#> 103 -0.683609639 -0.7352466358 -0.744971593 -0.82082683 -0.88976864 -0.98846767
#> 104 -0.238295665 -0.2862771638 -0.073072418 -0.13202964 -0.15505462 -0.20260668
#> 105 0.717882177 0.6769029972 0.821505305 0.89693548 0.93573152 0.97883693
#> 106 0.340093091 0.2925111214 0.376281419 0.39350318 0.40042110 0.39990868
#> 107 0.457063733 0.4536958019 0.564444828 0.58461875 0.61248326 0.64963716
#> 108 -0.169049283 -0.1276612364 -0.016914995 0.04022099 0.09871718 0.16150697
#> 109 1.442702540 1.6971383990 1.841609050 2.31783282 2.72248187 3.24382709
#> 110 0.117071317 0.2545529541 0.429489718 0.61635436 0.79611543 1.04345288
#> 111 0.361581849 0.4317168440 0.492467840 0.73109662 0.91468341 1.13549563
#> 112 -0.847930127 -0.8059483883 -0.784735915 -0.68458776 -0.61594548 -0.54492718
#> 113 -0.192210682 -0.1044947670 -0.008410131 0.12803309 0.25086204 0.39442862
#> 114 3.208966172 3.6614733450 4.027834977 4.58060352 5.17523439 5.91691698
#> 115 1.246768344 1.4852533624 1.780871395 2.04422203 2.34690718 2.71846749
#> 116 1.177327875 1.2613548752 1.112582792 1.14102476 1.20489520 1.29409958
#> 117 1.735786155 1.8958927325 2.079218612 2.21870684 2.42481773 2.63453835
#> 118 1.986122940 2.1932978020 2.680545511 2.82295484 3.08078948 3.36401560
#> 119 0.307190230 0.4484513536 0.601175887 0.70285009 0.84551863 1.02708609
#> 120 -0.566970543 -0.5886753194 -0.725146613 -0.70108682 -0.72275781 -0.73817088
#> 121 0.966853998 1.1224590426 1.152943997 1.39538494 1.61599471 1.90488017
#> 122 2.183396537 2.4580416994 2.892958448 3.17485527 3.55914318 4.00150109
#> 123 2.425791507 2.7264189122 3.139834391 3.51217969 3.95712388 4.47009644
#> 124 4.103872248 4.5854414579 5.467871556 5.99999494 6.67072358 7.47738193
#> 125 2.885476470 3.2517165195 3.664624142 4.01932910 4.49685053 5.05573144
#> 126 2.157209567 2.2857976701 2.443636449 2.76754252 3.05488605 3.38831730
#> 127 0.781947836 0.8868876956 0.932300646 1.02390395 1.14555234 1.30972636
#> 128 0.856042496 0.9711588381 0.962076251 1.07884553 1.21695831 1.39752751
#> 129 -0.049329713 -0.0002009655 0.026281304 0.02959673 0.06516114 0.11073644
#> 130 1.011540772 1.2167226421 1.534515173 1.74601210 2.01748661 2.32635077
#> 131 1.002390898 1.2678605978 1.586545691 1.84993948 2.18429183 2.57857551
#> 132 0.578813641 0.7720077301 1.150002374 1.39921589 1.67660665 1.99454350
#> 133 1.109091279 1.3491938532 1.657641943 1.89342421 2.19192661 2.54548501
#> 134 1.037456089 1.2805253978 1.504588974 1.74851230 2.04673659 2.40019240
#> 135 2.135711979 2.2877244747 2.559053140 2.73130696 2.94169786 3.22518486
#> 136 0.743943108 0.8340983898 1.062763908 1.18749674 1.32706834 1.50973292
#> 137 0.496537329 0.5629221016 0.637264316 0.74812242 0.85303227 0.98960262
#> 138 1.384365275 1.5650634428 1.773603156 2.03465037 2.29393364 2.61622525
#> 139 0.580895601 0.7248583585 0.822865576 0.93495860 1.09507576 1.27977488
#> 0.0489 0.0456 0.0425 0.0397 0.0370 0.0345
#> 1 0.23547574 -0.19416404 -0.409118925 -0.452216647 -0.49081998 -0.51507159
#> 2 -1.18398731 -0.80850507 -0.771082498 -0.775368277 -0.70279684 -0.62726619
#> 3 -0.09830046 -0.39251290 -0.556506998 -0.558411552 -0.58703164 -0.61673667
#> 4 -3.92647603 -4.50802210 -4.969436182 -5.177885811 -5.35373999 -5.54208110
#> 5 1.17633174 1.58409814 1.699463892 1.705939336 1.65811403 1.60808405
#> 6 -0.62665386 -0.12113584 -0.051534315 -0.058065193 -0.06092306 -0.07393331
#> 7 -2.67018815 -3.57856623 -4.003158560 -4.156305586 -4.24081348 -4.32791719
#> 8 -1.04007237 -1.57567406 -1.792992127 -1.826599733 -1.78176097 -1.72482051
#> 9 -0.31472824 -0.35766281 -0.333329557 -0.297614470 -0.22330878 -0.15438846
#> 10 -2.69781795 -2.47284496 -2.570761606 -2.626054400 -2.71704192 -2.82912098
#> 11 0.06315395 0.37997628 0.503764339 0.517605639 0.46744534 0.40001579
#> 12 -1.24417833 -1.59684547 -1.692802103 -1.528769659 -1.32782665 -1.12628978
#> 13 -2.90053279 -3.65700235 -4.005168448 -4.175549165 -4.34663052 -4.53505316
#> 14 -0.89520565 -0.90851909 -0.909767141 -0.921175209 -0.93309661 -0.96161983
#> 15 -1.33002046 -2.54935005 -2.666644291 -2.614120844 -2.47547097 -2.33893717
#> 16 -2.25672416 -2.48892027 -2.584626137 -2.691469468 -2.74739344 -2.82218268
#> 17 -3.74493474 -4.87661741 -5.309808637 -5.469129708 -5.51389284 -5.56915062
#> 18 -1.34126173 -1.16517569 -1.162217910 -1.221421294 -1.28980574 -1.37770244
#> 19 -0.15777343 -0.60786524 -0.894733179 -0.998662226 -0.95796875 -0.87548583
#> 20 -2.13365580 -2.23428227 -2.446873679 -2.550886212 -2.58985598 -2.62301397
#> 21 1.32053943 0.92602282 0.957839333 0.994787198 0.96520706 0.93019340
#> 22 -1.65596697 -2.10983481 -2.310824164 -2.347170573 -2.40134293 -2.47468520
#> 23 -0.92539091 -1.15652226 -1.250802903 -1.262001640 -1.25740928 -1.25994511
#> 24 -1.51184907 -2.11167021 -2.463471257 -2.602996064 -2.71222110 -2.81561150
#> 25 -2.31753349 -2.61346663 -2.846471825 -2.918747664 -2.95848757 -3.00594123
#> 26 -1.57981561 -1.96361808 -2.188311319 -2.190491762 -2.13977755 -2.07614620
#> 27 -4.26764584 -5.51568845 -6.047649355 -6.272680966 -6.44733642 -6.64006721
#> 28 -3.74614247 -5.34351281 -5.907819542 -5.972831297 -5.99495719 -6.02233036
#> 29 0.99162723 1.28312151 1.398927202 1.366411939 1.31260594 1.26434814
#> 30 1.15787851 0.92255150 0.911917799 0.899993450 0.88396099 0.88017139
#> 31 -0.06664638 0.85212520 1.050829168 1.002116565 0.94650280 0.88206859
#> 32 0.47550612 0.39540694 0.392216108 0.357480482 0.31576109 0.27349510
#> 33 -2.94402155 -3.76066123 -4.029863945 -4.134799814 -4.22487087 -4.33982463
#> 34 -0.89687491 -0.87569987 -0.967214746 -1.058802489 -1.16800781 -1.28744040
#> 35 -0.71241694 -0.62295851 -0.696983012 -0.750101543 -0.79140002 -0.83067396
#> 36 0.18510149 0.10723438 0.052750924 -0.001951375 -0.08389255 -0.16603905
#> 37 -1.60077979 -2.62026377 -2.997639389 -3.133660586 -3.26774585 -3.40673341
#> 38 -1.80868312 -2.59444804 -2.882825942 -3.002494178 -3.14243201 -3.30015931
#> 39 -1.29293245 -2.35175663 -2.726798546 -2.871168302 -2.99970575 -3.12838973
#> 40 -1.89847154 -3.19377182 -3.665098669 -3.822965427 -3.91015041 -3.99030804
#> 41 -1.84842429 -2.45175667 -2.679851741 -2.816046911 -2.91688437 -3.03304533
#> 42 -3.66116689 -5.13675317 -5.725444140 -5.875332166 -5.83647543 -5.78206212
#> 43 -4.02704397 -4.77217000 -4.990115383 -5.085875003 -5.19930861 -5.36828050
#> 44 -4.85549696 -6.29906544 -6.858847338 -7.097233532 -7.21209207 -7.34705871
#> 45 -3.47024750 -4.92262893 -5.411994517 -5.600015530 -5.68144314 -5.77771123
#> 46 -0.53472103 0.18018722 0.214050235 0.173126419 0.17281959 0.17895959
#> 47 -2.03629600 -2.76138370 -3.076672261 -3.175305961 -3.25825447 -3.34949157
#> 48 -1.96331607 -2.34403578 -2.614382561 -2.758079311 -2.87779082 -3.00421238
#> 49 -1.59486171 -2.36026696 -2.692371783 -2.786439639 -2.84410302 -2.89898979
#> 50 -1.91296958 -2.38926108 -2.668530989 -2.744225097 -2.80582432 -2.87006773
#> 51 -2.27990842 -2.77974153 -3.065295127 -3.191964609 -3.27031868 -3.34823034
#> 52 -2.22661988 -1.89360563 -1.915754827 -1.978447443 -2.00893701 -2.04955203
#> 53 -1.56980023 -1.27414271 -1.345575141 -1.440278007 -1.47059524 -1.49240221
#> 54 -0.87418184 -0.68910758 -0.678340219 -0.748515242 -0.77972891 -0.81619725
#> 55 0.30040610 -0.04729404 -0.100035379 -0.119554433 -0.16628874 -0.21164929
#> 56 -1.13205672 -1.37752147 -1.518309430 -1.631102937 -1.73667787 -1.84462824
#> 57 0.73453188 0.92861177 0.934882791 0.884583200 0.78410914 0.68859061
#> 58 -0.08444874 -0.29217165 -0.409131024 -0.476689183 -0.55207562 -0.62375077
#> 59 -1.72634568 -3.52016852 -3.989802115 -4.143426459 -4.20582669 -4.25337419
#> 60 -1.67313736 -3.02127707 -3.281568950 -3.382932637 -3.46656934 -3.56549660
#> 61 -1.76664837 -1.96656725 -2.002531843 -1.975523470 -1.98923247 -2.02523285
#> 62 -1.71495385 -2.88185454 -3.221614852 -3.278231961 -3.32505988 -3.37112677
#> 63 -2.63912053 -2.84696552 -3.020952323 -3.130871250 -3.28004159 -3.45989932
#> 64 -2.23610854 -2.57333191 -2.768137265 -2.840224953 -2.94705153 -3.07937673
#> 65 -1.03792199 -1.01509351 -1.088279614 -1.121920917 -1.11824983 -1.11889453
#> 66 -1.97273514 -2.46285645 -2.609614811 -2.624942212 -2.60180386 -2.60778037
#> 67 -0.75326118 -0.77936977 -0.734401440 -0.639341089 -0.53588328 -0.43783512
#> 68 -0.12595518 0.06301487 0.154997454 0.214622767 0.23954066 0.24444269
#> 69 3.44119010 4.17932176 4.334319256 4.506952276 4.65908560 4.85274985
#> 70 2.74190044 2.50123043 2.695164983 2.951858034 3.19481376 3.44494558
#> 71 -1.19056366 -1.80640767 -2.093564861 -2.178349765 -2.18816500 -2.19171535
#> 72 1.40045859 1.83417201 2.113090832 2.257273109 2.32638095 2.36650127
#> 73 -0.53579423 -0.30761373 -0.281513884 -0.316547622 -0.27943311 -0.23518197
#> 74 0.54642485 0.98309577 1.112071339 1.138145361 1.17943779 1.22745501
#> 75 4.26772470 3.29935377 3.143490564 3.349221407 3.72025664 4.18639465
#> 76 0.01177725 0.30497093 0.393626717 0.395578413 0.39891039 0.39442140
#> 77 0.85127715 1.27540834 1.584570975 1.718681101 1.80620942 1.87646214
#> 78 0.39867295 1.61411566 1.929232623 2.024353342 2.06361934 2.09560843
#> 79 2.77741306 3.09685487 3.281252430 3.380136807 3.46552819 3.57959446
#> 80 0.49181128 1.14941233 1.367046329 1.448096806 1.48726584 1.52413872
#> 81 2.45660185 2.79615213 2.971785232 3.086724187 3.17554562 3.28156602
#> 82 -0.60424428 -0.02080508 0.060519131 0.025290051 -0.03819303 -0.10708652
#> 83 1.16204615 1.60135141 1.818477869 1.872012676 1.89753526 1.92196441
#> 84 0.39711559 1.04799688 1.324047525 1.423717271 1.44892643 1.45547255
#> 85 2.76102101 3.22531612 3.439740551 3.631046401 3.73775551 3.85238912
#> 86 1.62055111 2.55619682 2.911358745 3.032114511 3.05043042 3.05658108
#> 87 2.48668997 3.19557227 3.513295449 3.653468581 3.73607868 3.83872652
#> 88 1.53852700 1.49613322 1.594752184 1.780768631 1.95475100 2.13448092
#> 89 2.06692378 1.68546505 1.824161004 1.906815359 1.97654864 2.05238695
#> 90 1.72592328 1.71288511 1.967645353 2.083086925 2.12052193 2.14509104
#> 91 2.14025394 1.99099768 2.040630645 2.139273458 2.20010493 2.27279003
#> 92 2.91654984 2.36919353 2.594932490 2.921233483 3.22144290 3.53804125
#> 93 5.09339066 6.43358363 7.171041340 7.546217364 7.76473280 7.97053443
#> 94 2.03631712 3.05958980 3.491618194 3.681224546 3.86661254 4.05717172
#> 95 3.80415594 4.39232254 4.701972637 4.910003000 5.15918336 5.45840568
#> 96 3.75258215 6.53599349 7.855323644 8.675667279 9.42529405 10.16560361
#> 97 3.57125353 5.17606973 5.902945837 6.188879831 6.37382509 6.55631348
#> 98 5.44563682 5.63083672 5.881064618 6.100136758 6.32458242 6.60055467
#> 99 1.36000774 0.78223747 0.689412303 0.690880991 0.76141726 0.86326608
#> 100 0.23676093 0.08524047 -0.005980069 -0.027257016 0.03622624 0.11624861
#> 101 -0.25003594 -0.62267897 -0.709763678 -0.747654398 -0.73875757 -0.72559632
#> 102 -0.03954611 0.09517373 0.153159189 0.106958719 0.11785741 0.13003548
#> 103 -1.05732124 -0.94040788 -0.964031724 -1.014215030 -0.94613804 -0.86953283
#> 104 -0.15572776 0.55732025 0.775549456 0.812949351 0.85287202 0.89143501
#> 105 1.00669559 0.93663403 0.950839408 0.938401549 0.92887076 0.93187004
#> 106 0.40634861 0.52444875 0.612374708 0.664902943 0.72128915 0.78337758
#> 107 0.67655637 0.61975936 0.599254234 0.584347173 0.57070038 0.57193547
#> 108 0.23085894 0.44976742 0.499836542 0.468498505 0.40558992 0.33749699
#> 109 3.64526450 3.31982368 3.551812821 3.641228250 3.62963937 3.61323215
#> 110 1.15147966 0.41773046 0.347189118 0.383117066 0.39636334 0.41757810
#> 111 1.36271292 1.60844081 1.868144632 1.987772540 2.14001889 2.29173568
#> 112 -0.50382845 -0.57200316 -0.586340496 -0.663857684 -0.77498080 -0.89866525
#> 113 0.48499678 0.31575482 0.250446084 0.179176640 0.11688517 0.06464525
#> 114 6.66656930 7.74782415 8.389568384 8.711438418 8.75859639 8.79773727
#> 115 3.07320192 3.52407747 3.737107187 3.868710329 3.93259481 4.01080172
#> 116 1.36438359 1.36788992 1.311628538 1.353207041 1.34192508 1.34462031
#> 117 3.09187580 5.34422361 6.004516577 6.120267737 6.04700287 5.95485295
#> 118 3.81998921 5.73046509 6.306693291 6.447385648 6.45384435 6.46965335
#> 119 1.19442363 1.37437559 1.449794908 1.492552153 1.44843913 1.40243412
#> 120 -0.80312712 -1.24792629 -1.384281357 -1.404630377 -1.45089785 -1.51237683
#> 121 2.09087224 1.70450648 1.723924834 1.806555596 1.85310072 1.90856615
#> 122 4.55438153 6.26683441 6.974662709 7.253533550 7.44582174 7.65780996
#> 123 5.08371446 6.77973395 7.510167702 7.810536453 8.03010389 8.27233012
#> 124 8.37017412 10.42593491 11.383428931 11.814969211 12.05629214 12.33001177
#> 125 5.73907729 7.74741383 8.569320220 8.888185862 9.05345710 9.23388582
#> 126 3.85061864 5.16528127 5.793497262 5.901213161 5.90037478 5.89315389
#> 127 1.45347142 1.54189876 1.635600861 1.733586553 1.77092337 1.81041783
#> 128 1.52833756 1.43769326 1.449033874 1.544886393 1.63090335 1.73358693
#> 129 0.13961140 0.19561037 0.172276866 0.221952306 0.25985191 0.30152470
#> 130 2.71013588 3.86479043 4.262399169 4.398383740 4.49131868 4.59920051
#> 131 2.98155074 3.81613393 4.167298642 4.350447314 4.50480523 4.68196673
#> 132 2.36848748 3.35554435 3.729644620 3.847523290 3.91054337 3.97863292
#> 133 2.93521159 3.83430062 4.166135545 4.300849471 4.38149066 4.47808016
#> 134 2.79992593 3.78304432 4.172441980 4.351161106 4.42269367 4.49400597
#> 135 3.45775434 3.43367177 3.510932496 3.642943900 3.70837874 3.80128976
#> 136 1.78778583 2.58909784 3.005705654 3.203480718 3.21753365 3.20024986
#> 137 1.12560958 1.28211171 1.395218882 1.500904352 1.51310403 1.51646429
#> 138 2.91007247 3.13191117 3.262350741 3.326878955 3.32612840 3.34084704
#> 139 1.52054751 2.30987101 2.549683410 2.674184267 2.71311802 2.74939983
#> 0.0322 0.0300 0.0280 0.0261 0.0243 0.0227
#> 1 -0.52941933 -0.58854531 -0.83025661 -1.06496495 -1.321071951 -1.70439498
#> 2 -0.55436134 -0.35862653 -0.21263573 -0.06824993 0.056930515 -0.04114196
#> 3 -0.64946781 -0.72831463 -0.86307139 -0.99648909 -1.123841278 -1.19399703
#> 4 -5.74489956 -5.90020029 -6.08433452 -6.36036341 -6.713565980 -6.98127164
#> 5 1.55910481 1.58682779 1.56754771 1.56520614 1.578124388 1.51572354
#> 6 -0.09598511 -0.18602014 -0.32414746 -0.47218549 -0.609710250 -0.56453561
#> 7 -4.42056235 -4.46081804 -4.33209751 -4.26298130 -4.241095896 -4.19664013
#> 8 -1.66099837 -1.48481361 -1.23174486 -0.98837203 -0.781077888 -0.82711886
#> 9 -0.09278517 -0.12280612 -0.36502367 -0.60342508 -0.835506207 -0.94098867
#> 10 -2.95795035 -3.25138974 -3.83974402 -4.49362048 -5.193391564 -5.53985033
#> 11 0.32188998 0.25192077 0.09350826 -0.07823944 -0.242401077 -0.25757635
#> 12 -0.92913133 -0.76715040 -0.65264948 -0.54023769 -0.449575896 -0.43434629
#> 13 -4.73833462 -4.86599429 -4.83011862 -4.87181870 -4.961786884 -4.89795633
#> 14 -1.00736551 -0.99355189 -0.81807901 -0.64663968 -0.445136244 -0.10359903
#> 15 -2.21234897 -2.04849516 -1.94082599 -1.84946214 -1.786176085 -1.81861897
#> 16 -2.91723750 -3.11277643 -3.32624996 -3.58340934 -3.844493350 -3.75444924
#> 17 -5.64212915 -5.87877569 -6.27845133 -6.74687523 -7.262738525 -7.46224366
#> 18 -1.48246414 -1.70225771 -1.96748781 -2.26614043 -2.560844414 -2.50323868
#> 19 -0.76105264 -0.54568823 -0.22095613 0.12192429 0.420483518 0.20900001
#> 20 -2.65427803 -2.71666840 -2.84553081 -3.01425540 -3.236719973 -3.49491942
#> 21 0.89254178 0.84685696 0.81776031 0.80740466 0.825303651 0.92610410
#> 22 -2.56318956 -2.68953815 -2.96352607 -3.29477188 -3.662147572 -3.83136640
#> 23 -1.27018341 -1.37067914 -1.52782514 -1.70018308 -1.874994891 -1.87333077
#> 24 -2.91496535 -3.02846484 -3.07276579 -3.15375131 -3.273680109 -3.38832982
#> 25 -3.06245997 -3.22204347 -3.57327109 -3.97967922 -4.436653956 -4.74215752
#> 26 -2.00517021 -1.95204464 -2.03178392 -2.13189423 -2.290627417 -2.63431894
#> 27 -6.85152906 -6.98351032 -6.90338607 -6.91980831 -7.000132318 -6.89642991
#> 28 -6.05889346 -5.94985671 -5.63424765 -5.39379301 -5.236658483 -5.19687536
#> 29 1.22258669 1.10668554 0.71745890 0.34930110 -0.016739755 -0.37361949
#> 30 0.88812335 0.87141940 0.72236171 0.59808163 0.471739958 0.24180617
#> 31 0.80970895 0.66144336 0.36603132 0.08111603 -0.175450837 -0.23782200
#> 32 0.23193298 0.16354220 0.03283890 -0.09271702 -0.210839278 -0.27719642
#> 33 -4.47827969 -4.58888047 -4.72961571 -4.94229918 -5.195469329 -5.22421936
#> 34 -1.41390506 -1.51249489 -1.56715919 -1.65321698 -1.750555751 -1.73904283
#> 35 -0.86919434 -0.89663777 -0.92863698 -0.97439023 -1.038528735 -1.13610717
#> 36 -0.24652491 -0.27321509 -0.17866350 -0.09043625 -0.003178887 0.06065152
#> 37 -3.55073035 -3.63801130 -3.60481145 -3.61842139 -3.668511439 -3.67433210
#> 38 -3.47186757 -3.62231545 -3.67593958 -3.78792639 -3.925149455 -3.84403606
#> 39 -3.25795491 -3.31954552 -3.21400453 -3.14673919 -3.110961936 -3.07441081
#> 40 -4.06737935 -4.04194137 -3.77005285 -3.53816143 -3.349690822 -3.26205034
#> 41 -3.16549105 -3.35748319 -3.45253555 -3.58770181 -3.721685975 -3.54245816
#> 42 -5.72621711 -5.64511159 -5.59953459 -5.59874588 -5.671535377 -5.91957319
#> 43 -5.58622192 -5.94931160 -6.38679998 -6.92625429 -7.470056179 -7.23541992
#> 44 -7.50854965 -7.75084721 -8.05514009 -8.45689959 -8.916873581 -9.01630816
#> 45 -5.89466529 -6.04369399 -6.21722237 -6.46002873 -6.741095989 -6.77757621
#> 46 0.18786195 0.09315731 -0.01035475 -0.10266666 -0.182129700 -0.18955348
#> 47 -3.44870914 -3.58187192 -3.92419710 -4.33284478 -4.807997500 -5.21110786
#> 48 -3.13726407 -3.30018188 -3.69851520 -4.15828897 -4.678553594 -5.12773354
#> 49 -2.95223665 -2.99315965 -3.18609152 -3.43104437 -3.744998581 -4.14599523
#> 50 -2.93712295 -3.00494398 -3.26450601 -3.58096453 -3.966125423 -4.38340950
#> 51 -3.42678386 -3.46264306 -3.47053655 -3.53155769 -3.651286847 -3.80091637
#> 52 -2.09938233 -2.13633008 -2.25458609 -2.41753861 -2.620311677 -2.74963219
#> 53 -1.50794695 -1.45821934 -1.38674539 -1.33860933 -1.333637525 -1.47724783
#> 54 -0.85573498 -0.87117079 -0.82012562 -0.79117750 -0.771254589 -0.68281969
#> 55 -0.25422938 -0.27697582 -0.16432910 -0.05652698 0.047863777 0.14194688
#> 56 -1.95554208 -2.05587414 -2.01004303 -1.99401474 -1.995056100 -1.92482757
#> 57 0.59869293 0.53159426 0.55538706 0.59031338 0.633581179 0.63592826
#> 58 -0.69227484 -0.76201014 -0.80790300 -0.86117319 -0.923813393 -0.99429714
#> 59 -4.29236042 -4.27694620 -4.21888425 -4.20612757 -4.267538430 -4.51996159
#> 60 -3.68087948 -3.82567066 -4.04783415 -4.32243996 -4.631015449 -4.74529568
#> 61 -2.07919992 -2.23340946 -2.53805476 -2.89134580 -3.269025533 -3.35412591
#> 62 -3.41877258 -3.50647268 -3.69536003 -3.93151714 -4.228716673 -4.52393765
#> 63 -3.66438797 -3.82738163 -4.03810429 -4.32180923 -4.638673365 -4.68145105
#> 64 -3.23297770 -3.43580944 -3.58028268 -3.78614308 -4.009345837 -3.88686230
#> 65 -1.12500001 -1.13586601 -1.11815267 -1.12173915 -1.136281011 -1.10318721
#> 66 -2.64264808 -2.70584325 -2.71084219 -2.75862906 -2.791472728 -2.47619834
#> 67 -0.34303984 -0.23624990 -0.10044606 0.02743116 0.150188923 0.27789048
#> 68 0.23474340 0.16458684 0.03772097 -0.10594749 -0.231300767 -0.11553985
#> 69 5.08269616 5.36884577 5.69952673 6.13274340 6.599910604 6.52191637
#> 70 3.70379060 3.97284891 4.30218495 4.69355410 5.134597681 5.42569078
#> 71 -2.19619914 -2.19248610 -2.27065156 -2.35793149 -2.463391364 -2.62801586
#> 72 2.38389539 2.34991620 2.29091359 2.25919185 2.307530359 2.69890374
#> 73 -0.18674514 -0.10931782 0.03709838 0.19329067 0.353239213 0.44317580
#> 74 1.28400521 1.35595996 1.52235405 1.70901176 1.909617088 2.04869440
#> 75 4.73341310 5.61394880 6.94111606 8.40471484 9.845448300 9.90191206
#> 76 0.38264814 0.36432660 0.27266854 0.18633237 0.116124654 0.13241781
#> 77 1.93378540 1.91081661 1.81092853 1.72860168 1.686281876 1.87179039
#> 78 2.12530953 2.12511628 2.12430989 2.14627530 2.200999520 2.35373334
#> 79 3.72109418 3.99052032 4.50295658 5.08529036 5.693577601 5.87144488
#> 80 1.56105215 1.56700348 1.57577056 1.59842274 1.633110778 1.69582493
#> 81 3.40556169 3.63826957 4.06431817 4.54588572 5.055901849 5.25449617
#> 82 -0.17863882 -0.20678974 -0.17216890 -0.15147226 -0.138079524 -0.10734725
#> 83 1.94792260 2.00425061 2.15465898 2.32957417 2.532085049 2.71716963
#> 84 1.44982025 1.41863272 1.36250214 1.30600113 1.272022578 1.41805283
#> 85 3.97946631 4.14697416 4.42266848 4.75372373 5.124697806 5.32141350
#> 86 3.05475271 2.95654742 2.72707483 2.53205546 2.386792748 2.42876508
#> 87 3.96164424 4.09627566 4.17944180 4.32343565 4.483355076 4.35786271
#> 88 2.31960149 2.52683807 2.72318254 2.95880235 3.217805971 3.31810392
#> 89 2.13031265 2.26564749 2.58376506 2.96806930 3.415974017 3.77855591
#> 90 2.16073424 2.20207404 2.43109470 2.70180289 3.042810087 3.52773982
#> 91 2.35468601 2.56112314 3.08962829 3.68913817 4.349899670 4.79615865
#> 92 3.86866465 4.31741848 5.13509990 6.04493832 7.017467850 7.65760004
#> 93 8.17392008 8.46539505 9.18961501 10.03986697 11.049616810 12.10115311
#> 94 4.25323098 4.48026907 4.85961298 5.30113796 5.799241595 6.16886781
#> 95 5.80287668 6.30615307 7.27755636 8.36338436 9.494152536 9.93916282
#> 96 10.89760554 11.36122537 11.25389182 11.28203875 11.401957273 11.48624652
#> 97 6.74530773 6.96791132 7.34592568 7.80043522 8.334805661 8.79149475
#> 98 6.92429569 7.36747306 8.11890683 9.00573417 9.956580555 10.24532259
#> 99 0.98988010 1.18101263 1.36875652 1.59398340 1.804054761 1.61072804
#> 100 0.20558014 0.32172359 0.46151127 0.63141894 0.811109485 0.81725101
#> 101 -0.71259782 -0.69138759 -0.69468377 -0.69162225 -0.689530556 -0.72355808
#> 102 0.14192454 0.10620495 0.16695688 0.23599627 0.327898028 0.52574813
#> 103 -0.79134732 -0.78384741 -0.78828045 -0.78786389 -0.787068840 -0.76293649
#> 104 0.92646053 0.91832064 0.80594630 0.70637046 0.612984409 0.52314414
#> 105 0.94500694 1.00772005 1.21248009 1.44501294 1.689924303 1.76242527
#> 106 0.84850775 0.97461033 1.22752019 1.50408213 1.791430937 1.92684855
#> 107 0.58596008 0.63683018 0.78083014 0.94233087 1.098310178 1.05646404
#> 108 0.26519655 0.12638483 -0.27865221 -0.68526877 -1.095338580 -1.41292206
#> 109 3.59648144 3.56050600 3.69706588 3.89439917 4.178889808 4.59149259
#> 110 0.44633223 0.45903628 0.48661568 0.53090096 0.577453556 0.55867587
#> 111 2.44106406 2.57821155 2.87349524 3.21041671 3.602827754 4.00840501
#> 112 -1.03238212 -1.14778307 -1.23578431 -1.33584473 -1.428728023 -1.36747779
#> 113 0.02135285 0.07985488 0.32293085 0.58448617 0.854266757 0.97207335
#> 114 8.84205945 8.86434931 8.93537791 9.13076283 9.466533430 9.87615109
#> 115 4.10510283 4.26173286 4.64706941 5.10520003 5.621750767 5.93712445
#> 116 1.36289035 1.50290017 1.72369270 1.96457040 2.196213857 2.11724610
#> 117 5.85496158 5.68568586 5.36356470 5.10258349 4.931771122 5.00607648
#> 118 6.49894325 6.51147023 6.35380441 6.28888438 6.291759857 6.15822167
#> 119 1.35867850 1.37803033 1.53303794 1.70759159 1.904863521 2.06632377
#> 120 -1.58646218 -1.68383010 -1.78589422 -1.92312937 -2.070433992 -2.04124301
#> 121 1.97308223 2.00836580 2.24512570 2.52300021 2.841960579 3.13242329
#> 122 7.88929893 8.10130096 8.21508156 8.45144815 8.764830146 8.78875075
#> 123 8.53778307 8.81837074 9.11373366 9.54397040 10.064055100 10.24567404
#> 124 12.63890297 12.93788032 13.17996147 13.62213328 14.201160933 14.33355238
#> 125 9.43240995 9.61333085 9.73471572 9.99855646 10.370539820 10.50943637
#> 126 5.88559638 5.77776755 5.66847753 5.63210902 5.693215014 5.93730892
#> 127 1.85322464 1.85490172 1.79857673 1.76449891 1.745310955 1.69337731
#> 128 1.85135050 2.00010935 2.21282987 2.45879191 2.708989436 2.71046695
#> 129 0.34569680 0.39931802 0.42723260 0.45861238 0.480403058 0.40156967
#> 130 4.72267401 4.82617109 4.91635292 5.07508459 5.275888075 5.30127775
#> 131 4.88041010 5.06983376 5.23088751 5.47101060 5.744947565 5.72409927
#> 132 4.05419950 4.11716663 4.16477104 4.26653547 4.412258463 4.48582127
#> 133 4.59151084 4.70941647 4.84394097 5.04783231 5.294137416 5.33530770
#> 134 4.56973270 4.58207831 4.53802339 4.55290417 4.623125814 4.71331104
#> 135 3.92180725 4.13573673 4.44862798 4.82605660 5.221128402 5.17607544
#> 136 3.16427347 3.03253764 2.81317557 2.60179193 2.442657930 2.63692149
#> 137 1.51652949 1.49635566 1.45174078 1.41134521 1.382966002 1.40930293
#> 138 3.37371783 3.48549087 3.79410287 4.15434044 4.549739345 4.71400429
#> 139 2.78729518 2.80109837 2.86509405 2.96069421 3.091091399 3.24326704
#> 0.0212 0.0197 0.0184 0.0172 0.0160
#> 1 -2.77590040 -2.981626020 -3.59543878 -9.928067114 -16.8833090
#> 2 0.15286150 0.098265881 0.03520844 -0.376276053 -1.5150089
#> 3 -0.13304574 2.148456757 2.11081442 0.330650130 -0.4944093
#> 4 -6.72715329 -10.556594674 -11.19564388 -19.958692902 -39.3958254
#> 5 1.17825311 1.544553114 1.34718360 0.767379586 1.5292958
#> 6 -0.05081486 -0.852192319 -0.94977334 -0.772226867 0.4019401
#> 7 -4.97438859 -6.609371073 -7.05992733 -9.857615613 -11.7766302
#> 8 -2.79443734 -3.483986184 -3.69619072 -4.634599366 -14.3817262
#> 9 -0.55648133 -1.800441369 -1.57766087 -1.387639193 -2.7750973
#> 10 -6.83071450 -10.009297560 -10.42923787 -23.598876204 -49.6127474
#> 11 -1.49591353 -2.160498585 -2.29645621 -4.690595400 -5.2592982
#> 12 -0.16352582 -5.384778203 -5.13723112 -3.336236319 -13.1037333
#> 13 -5.37565567 -8.588760536 -8.99735267 -10.376584133 -25.0155837
#> 14 0.23683145 -0.592222248 -0.70334716 -0.452213854 -1.1693930
#> 15 -2.50187048 -1.046581860 -1.18172859 -3.438819086 -1.3410429
#> 16 -5.18174344 -3.706596578 -4.01403384 -5.388264435 -5.2052051
#> 17 -9.64081115 -10.974718589 -11.97540393 -21.206210050 -37.5716131
#> 18 -3.01652560 -3.978698705 -4.12880479 -3.678402984 -1.6125717
#> 19 -0.24747721 -0.046387892 -0.47477363 -3.719976489 -4.8678188
#> 20 -4.31090054 -8.114468677 -8.72099124 -14.477345189 -25.7117471
#> 21 0.52808211 -0.023080615 0.12762332 -0.029169757 -7.6699588
#> 22 -5.12593676 -8.036366854 -8.29166942 -12.008506290 -18.6327701
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#> 31 0.69361636 -0.269603390 -0.24802019 -2.038150071 -9.9874641
#> 32 -0.48857329 0.262227199 0.06493780 0.003756177 -0.7733561
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#> 38 -3.92760646 -4.849658012 -5.12445395 -7.072196806 -9.1050565
#> 39 -2.14274813 -2.367321614 -2.49861034 -1.501014764 -2.4861215
#> 40 -2.92612072 -3.677474663 -4.00532151 -2.982440878 -4.8395668
#> 41 -3.56995133 -3.668985060 -3.91488923 -7.876512480 -16.6786762
#> 42 -8.93785360 -10.455622266 -11.27252576 -21.799183456 -46.7222194
#> 43 -7.79752395 -8.833981594 -9.31046635 -19.619979038 -36.8176169
#> 44 -10.94021992 -11.233053965 -12.13066633 -26.095656157 -58.5813853
#> 45 -7.68521591 -6.932289145 -7.52961983 -16.150484069 -40.8303718
#> 46 -0.75308635 -3.457938936 -3.72798876 -4.813797773 -6.7728474
#> 47 -8.38162067 -10.677030171 -11.44531573 -21.491904273 -40.9139974
#> 48 -7.25184584 -8.888711597 -9.48143711 -19.728310049 -39.3857004
#> 49 -6.67138174 -7.571630555 -8.02288725 -15.424313832 -29.8510460
#> 50 -6.72041695 -8.735636058 -9.25875534 -18.546832474 -37.0710742
#> 51 -4.69209265 -5.810250847 -6.15787053 -9.968308475 -20.9620978
#> 52 -3.54535300 -3.032930621 -3.12408917 -3.274944502 -1.5832964
#> 53 -2.43225268 -3.121077103 -3.47719943 -4.432674507 -5.1609724
#> 54 -0.79320800 -1.837932264 -1.98375940 -2.537388131 -7.4893010
#> 55 0.42405998 -0.127210057 -0.02063927 0.621274287 -0.9389474
#> 56 -2.89534709 -6.829137029 -7.70800440 -13.649087102 -23.1082922
#> 57 0.09550600 -2.685499819 -3.03687514 -5.535849702 -10.3972449
#> 58 -2.10022872 -3.166098711 -3.61767287 -8.345604041 -16.8710930
#> 59 -4.86043961 -4.672361477 -5.65769765 -12.675867859 -19.1727486
#> 60 -3.74651660 -1.608886213 -1.82284486 -5.104398978 -23.1323503
#> 61 -3.10503834 -2.943773703 -3.02580729 -7.869043260 -8.2229837
#> 62 -4.82656152 -4.860234799 -5.51691915 -15.141451184 -30.4883664
#> 63 -3.76830172 -8.630288121 -8.90970132 -11.362810682 -18.6279382
#> 64 -6.48553439 -11.157289461 -11.84034379 -23.874809593 -50.8656381
#> 65 -1.70890028 -1.147388495 -1.15267793 0.275964261 -0.3396925
#> 66 -1.72556302 -1.036287051 -0.67350200 -0.847218340 -1.2460219
#> 67 0.26145373 0.098517577 0.31284450 0.829579628 2.1661041
#> 68 0.29801923 0.670630954 0.89336025 1.832787538 1.6590754
#> 69 4.19894227 2.694009920 2.19192904 4.025459182 7.7847797
#> 70 5.76964439 7.100985543 7.51910136 17.539418504 57.3274220
#> 71 -2.00031070 -1.480720917 -1.57910119 -0.936728929 0.3049674
#> 72 5.29244128 5.214547094 6.01707148 14.212532325 27.3555814
#> 73 0.79923171 0.524585471 0.52660751 0.094074215 -0.2820399
#> 74 3.53830503 3.750683692 4.26846131 5.370489962 4.4864392
#> 75 9.83910144 11.846850128 11.75719943 24.651335015 48.5445851
#> 76 0.21705431 0.357107161 0.27548312 -0.436811473 -0.4007225
#> 77 3.01194925 6.146576799 6.93195633 12.531414097 19.8398409
#> 78 3.12680159 2.061450435 2.51357367 3.934382621 3.0157070
#> 79 7.12874047 7.870083190 8.50675056 14.730257430 20.1302656
#> 80 1.52928821 2.029825704 2.21825704 2.822886992 4.8780479
#> 81 6.88984520 8.490710988 9.30711854 21.206840289 37.5845273
#> 82 0.65609106 1.978041106 2.26914389 3.601448830 2.0664974
#> 83 4.27936741 6.354717221 6.93629356 12.482847605 18.7527353
#> 84 2.33669218 1.669293282 2.04942648 4.500442324 4.6056248
#> 85 7.33828966 6.636040009 7.30410107 16.210758627 25.4930410
#> 86 3.70940602 6.366247662 6.81795998 9.111825519 20.8290849
#> 87 5.81611759 7.343451585 8.01158144 10.600591793 17.3791667
#> 88 5.63071972 3.844314055 4.62651972 13.661466044 31.8632485
#> 89 1.72906894 1.958967306 1.65566311 1.357049468 2.3620198
#> 90 2.29462482 1.667935304 1.73058777 3.021992160 9.5924790
#> 91 5.59589945 5.670877042 6.39286949 17.530085260 31.1638984
#> 92 6.66023126 10.878683523 11.51149332 25.492194973 50.8418119
#> 93 13.79393697 14.383102751 16.02322459 36.268621080 62.1147491
#> 94 6.77907103 9.974673902 10.63156432 19.388989045 36.2606554
#> 95 9.78412051 10.010155962 10.01141779 22.000808068 37.1859202
#> 96 11.56265724 17.233494552 19.51637420 44.419888525 80.7538661
#> 97 11.76841688 8.994392116 9.81602130 24.094175109 39.3096340
#> 98 9.69143310 10.580591447 10.65639107 17.373306960 33.8362594
#> 99 1.97331700 3.464937839 3.36429233 4.607852874 15.6911600
#> 100 2.09384958 2.607883910 2.89440914 7.242570625 12.1461880
#> 101 -0.70217620 -0.493869875 -0.48535145 1.410678739 2.3295781
#> 102 1.32064152 3.021207104 3.02866815 5.163603861 18.1239814
#> 103 -0.65848002 0.676323252 0.80393216 1.881369382 5.6302503
#> 104 0.46807927 0.600511638 0.67878243 1.136682058 0.8009898
#> 105 2.27263488 3.088703240 3.31341596 8.164349487 13.1215786
#> 106 1.74852429 2.773089547 3.23090952 7.729559749 8.6985053
#> 107 1.03876938 1.211198884 1.03923075 2.509755105 9.8538985
#> 108 -1.19382679 -0.788836247 -0.71066483 -0.564722797 1.5013681
#> 109 7.68132216 10.011368935 10.66311392 19.233574796 39.1253978
#> 110 1.26162893 2.348003296 2.55345775 7.619790376 23.5713921
#> 111 5.00437239 8.612971394 9.05641360 13.624461744 26.8291555
#> 112 -1.06471743 -0.486891854 -0.42325073 0.011958127 1.1912048
#> 113 1.14911177 2.102477833 2.13550005 2.830912323 2.9990646
#> 114 13.58589384 16.435692537 17.90930086 35.918403380 75.7789832
#> 115 4.84927170 5.408372163 5.73611660 13.656704557 26.0006388
#> 116 1.97915962 -0.006689193 0.07205039 -0.142188625 2.4754585
#> 117 7.05057260 8.205970797 9.16438773 16.723031269 33.8173652
#> 118 7.22249347 9.570115287 10.22910937 18.702151985 33.0025873
#> 119 3.09978569 2.709492345 2.97341911 5.608701227 7.6065137
#> 120 -2.17588525 -0.883563233 -0.99687710 -2.433099988 -0.2914326
#> 121 3.97762411 6.549667866 6.86317015 12.101191124 17.6032141
#> 122 8.54261572 13.578255842 14.42246379 25.683708704 50.7841464
#> 123 10.86593382 17.140133509 18.26129270 32.067119849 55.0848279
#> 124 16.18630821 22.915720466 24.47620354 40.787811060 76.3777153
#> 125 11.56943055 18.024317295 19.29769009 31.861089162 56.0378179
#> 126 6.80036103 9.838313015 10.23702055 12.550611233 21.9049557
#> 127 1.00583540 3.247127157 3.39446781 5.693110094 14.0992839
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#> 129 -0.75493534 -0.896328213 -1.04534036 -1.244979902 -3.9388547
#> 130 5.05325963 6.813531583 7.21670866 12.449470502 24.0737606
#> 131 5.53901708 9.018074742 9.63218025 17.172558605 34.8201772
#> 132 4.38951303 6.669840313 6.97414170 11.955530300 27.7790675
#> 133 5.36255112 7.751599777 8.12172197 14.150852911 30.8387584
#> 134 4.98861418 7.724692284 8.31436339 14.400023836 31.8532561
#> 135 7.34336686 9.321702116 9.78270546 20.782839110 51.1951898
#> 136 4.82480930 6.400433060 7.21788681 15.377391193 39.1766106
#> 137 2.64323454 2.738383105 3.17267144 10.551831755 21.8120338
#> 138 5.54593637 5.525479508 5.71413356 11.679665568 22.8667008
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#> 0.0149 0.0139
#> 1 -16.8841709 -16.8850307
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#> 24 -21.7398735 -21.7408039
#> 25 -27.6496275 -27.6509135
#> 26 -14.6977852 -14.6984379
#> 27 -46.5959814 -46.5979618
#> 28 -22.8089079 -22.8097252
#> 29 -10.1187756 -10.1192892
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#> 78 3.0157188 3.0157306
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#> 80 4.8782481 4.8784478
#> 81 37.5863337 37.5881357
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#> 83 18.7536204 18.7545034
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#> 85 25.4943004 25.4955567
#> 86 20.8299386 20.8307902
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#> 89 2.3620232 2.3620267
#> 90 9.5927536 9.5930275
#> 91 31.1653508 31.1667995
#> 92 50.8441792 50.8465405
#> 93 62.1176847 62.1206131
#> 94 36.2623378 36.2640160
#> 95 37.1877721 37.1896193
#> 96 80.7576660 80.7614564
#> 97 39.3114520 39.3132655
#> 98 33.8378483 33.8394332
#> 99 15.6918467 15.6925318
#> 100 12.1468016 12.1474137
#> 101 2.3297077 2.3298370
#> 102 18.1248279 18.1256722
#> 103 5.6305445 5.6308379
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#> 105 13.1222130 13.1228458
#> 106 8.6989476 8.6993889
#> 107 9.8543550 9.8548104
#> 108 1.5013871 1.5014061
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#> 110 23.5726069 23.5738187
#> 111 26.8304449 26.8317310
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#> 125 56.0402696 56.0427151
#> 126 21.9058261 21.9066943
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#> 128 13.3956468 13.3962963
#> 129 -3.9390119 -3.9391687
#> 130 24.0747869 24.0758107
#> 131 34.8217293 34.8232775
#> 132 27.7802611 27.7814517
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#> 134 31.8546312 31.8560028
#> 135 51.1975469 51.1998982
#> 136 39.1782927 39.1799706
#> 137 21.8130516 21.8140669
#> 138 22.8677402 22.8687770
#> 139 7.7377321 7.7380865
#>
#> $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
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#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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,] 0.767160367 0.61318847 2.028926901 3.010865906 3.007280228
#> [2,] -0.807170780 -0.66447519 -1.134651618 -0.325615392 -1.754867821
#> [3,] 2.145257602 1.87416623 1.428654138 1.108486219 1.124340324
#> [4,] 0.022363479 0.74588115 0.516490304 1.326528198 2.600005205
#> [5,] 1.061511233 0.58617319 0.370732166 0.474847446 -0.006272109
#> [6,] -0.521739637 -1.46937152 -1.197343290 -1.010472080 -0.989813005
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#> [8,] -0.704593963 -1.00534442 -1.395605704 -1.163394139 -0.452436239
#> [9,] -0.900827873 -0.68354480 -0.965384102 -0.894134245 -0.559911592
#> [10,] -0.851769396 -0.16310345 -0.339251024 0.080469503 0.994945655
#> [11,] -0.700134101 0.01567412 -0.539864376 -0.392198681 0.254638453
#> [12,] 0.316714345 0.64497115 -0.000715993 -0.146352691 -0.138495076
#> [13,] -0.048994307 -0.46106605 -0.512436769 -0.780723148 -0.922640909
#> [14,] 1.708191165 -0.20839376 0.423236442 1.237994374 0.693731836
#> [15,] -0.811630641 -0.17343282 -0.684055222 -0.398783842 0.360699656
#> [16,] -0.740272856 -1.08559568 -1.245145690 -1.328023151 -1.139005765
#> [17,] 0.053582510 -0.98548024 -1.500614255 -1.437775825 -1.294562197
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#> [20,] -0.463761436 -1.18173828 -0.508518540 0.760204399 1.339998105
#> [21,] -0.807170780 0.45109681 0.820544916 0.618257607 -0.165363914
#> [22,] -0.878528565 -0.27593195 -0.281261227 -0.929255101 -0.694962858
#> [23,] -0.833929949 -0.61362291 -0.803953046 -1.583381039 -1.429613463
#> [24,] 0.231976974 -0.93780623 -0.669165950 -1.401191600 -1.093752985
#> [25,] -0.704593963 -1.29138852 -0.922283577 -1.402654969 -1.042136532
#> [26,] -0.847309534 -1.00375528 -0.587666776 -1.126078230 -1.666483485
#> [27,] -0.312126142 -1.21749379 -1.144055369 -0.367321408 -0.839913170
#> [28,] -0.838389811 -0.58819677 -0.154310590 0.951905737 0.758075633
#> [29,] 0.566466594 0.06016987 0.101941621 0.654841832 0.297770009
#> [30,] 0.120480434 0.55200681 0.789199079 0.368021509 -0.747993460
#> [31,] 0.410371438 -1.03156513 -0.599421465 0.093639824 -0.029605573
#> [32,] -0.405783235 -1.39150396 -0.681704285 0.758009345 0.375548225
#> [33,] 0.321174206 -0.96958890 -0.980273374 -1.066811786 -0.294051508
#> [34,] -0.865148981 -1.01885206 -0.794549295 -0.420734377 0.087061751
#> [35,] -0.664455208 -0.93621709 -0.692675327 -0.703896276 -0.409304683
#> [36,] -0.575257976 -0.47377912 -0.327496335 -0.235618199 -0.294758583
#> [37,] -0.249688079 -0.51509661 -0.695026265 -1.089494005 -1.447997405
#> [38,] -0.695674240 -0.63428165 -1.129166096 -1.417288659 -1.440926658
#> [39,] -0.651075624 -0.15277408 -0.590017714 -0.969497748 -1.038601159
#> [40,] -0.869608842 -0.72724598 -1.217718084 -0.977546277 -1.148197736
#> [41,] -0.954346213 -0.73121882 -1.058637965 -1.118029701 -1.421128567
#> [42,] -0.936506766 -0.95528670 -1.598569994 -0.646093201 -0.868903233
#> [43,] -0.468221298 -1.29218309 -1.412845914 -0.426587852 -1.149611885
#> [44,] -0.071293615 -1.04984017 -1.568791449 -0.275860846 -0.535871053
#> [45,] 0.388072130 -1.26675695 -1.115060470 0.079006134 -0.849812216
#> [46,] -0.383483927 -0.72247858 -0.632334593 -0.815844004 -0.871024457
#> [47,] -0.289826834 -0.89569418 -0.882317636 -0.976814593 -1.042136532
#> [48,] -0.963265936 -0.78763307 -1.090767447 -1.178027829 -1.234460848
#> [49,] -1.092601922 -0.96323237 -1.090767447 -0.872183710 -0.754357133
#> [50,] -0.325505726 -0.80034614 -0.992028063 -0.920474887 -0.972136138
#> [51,] -0.767032025 -0.84563646 -1.063339840 -1.416556975 -0.791832091
#> [52,] -0.352264896 -0.58025110 -1.164430162 -1.586307777 -0.998297901
#> [53,] -0.187250017 -0.57548369 -1.089983801 -1.593624622 -0.825064602
#> [54,] 0.245356559 -0.99978245 -1.545282072 -1.279000289 -0.679407215
#> [55,] -0.807170780 0.70694737 0.715536364 0.825324319 0.908682543
#> [56,] 0.570926456 0.12611893 0.034548073 0.648256671 0.821005281
#> [57,] -0.285366972 -0.25686235 1.371447987 1.226287422 0.924238186
#> [58,] 0.432670746 -0.03756187 0.631686252 0.498261350 0.721307749
#> [59,] -0.414702959 -0.23381990 -0.148825069 -0.668775420 -0.488497048
#> [60,] 2.564484593 0.51704587 0.296285805 -1.090957374 -1.163753379
#> [61,] -0.031154861 -0.23223077 0.029062551 -1.120224754 -0.648295929
#> [62,] -0.205089463 1.25043117 0.505519262 -1.170710984 -0.533042754
#> [63,] -0.691214378 1.73511701 0.537648744 -0.899987721 0.447669844
#> [64,] -0.124811954 0.07685577 0.253968926 0.575088222 2.061921365
#> [65,] -1.141660400 -0.53257708 -1.046099630 -0.136840792 -0.156879018
#> [66,] -0.445921990 -0.83848536 -1.116627762 -1.292170610 -1.180016097
#> [67,] 0.936635108 -0.05742604 -1.082930988 0.043885278 -0.323041571
#> [68,] -0.356724758 -1.44712364 -0.061056728 0.130224048 -0.633447360
#> [69,] 1.552096009 1.18924951 2.458364857 2.025286891 1.740202380
#> [70,] 1.364781822 0.20001365 0.688892404 1.331649990 1.792525907
#> [71,] -0.530659360 -0.60885551 0.501601032 1.695297184 2.129093461
#> [72,] 0.116020572 0.54962311 1.213151514 1.869438094 1.636969475
#> [73,] 0.223057251 -1.51545640 -1.122113283 -0.514389992 -0.516072961
#> [74,] -0.316586003 -1.12373489 -0.943442017 -0.509268200 0.031202850
#> [75,] 1.110569710 -1.08082828 -0.563373753 -0.154401220 0.026253327
#> [76,] 0.008983894 -0.26480802 -0.261670079 0.316071910 0.430700051
#> [77,] -0.744732717 -0.23938187 0.123100060 0.392167098 0.711408704
#> [78,] 0.593225764 -0.09953809 -0.015605265 0.430214691 0.899490572
#> [79,] -0.236308494 0.10069278 0.228892257 0.491676189 0.136556979
#> [80,] 0.365772822 -0.52145314 -0.266371955 -0.207082504 0.139385278
#> [81,] -0.089133061 -0.06934454 0.439693006 0.887517501 0.596862604
#> [82,] 0.289955175 -0.47060086 -0.407428218 -0.034404963 0.198779552
#> [83,] -0.530659360 -0.25527321 -0.129233921 0.095834877 0.299184158
#> [84,] -0.048994307 0.01726325 -0.093186210 -0.027819803 0.210799822
#> [85,] 0.477269362 0.49082516 1.031345664 1.095315898 0.832318476
#> [86,] 1.935644107 1.65724945 1.988960960 2.057481009 2.328488524
#> [87,] -0.321045865 1.60878086 1.264872144 -0.807063790 1.383129661
#> [88,] 0.722561751 0.78084210 1.148108904 2.141624726 2.479802508
#> [89,] 3.875683905 2.60437326 1.165349114 -1.058031572 -1.449411555
#> [90,] 3.063989093 2.32389112 0.908313257 -0.539267265 -0.417082505
#> [91,] 3.576873178 3.07157863 2.331414221 -0.136109108 -0.186576155
#> [92,] -0.833929949 2.36679774 0.800170122 -1.172906038 0.239082809
#> [93,] 3.599172486 2.90869240 1.883952409 -0.054892129 -1.161632155
#> [94,] -0.521739637 -1.04904560 -0.421533844 0.178515225 -0.620720016
#> [95,] 1.899965214 -0.67798283 0.008687758 -0.492439457 -0.270010969
#> [96,] 3.300361758 -0.58104566 0.141123916 0.141931000 0.092011274
#> [97,] 1.663592549 1.05020029 -0.157445174 -0.775601357 0.965955593
#> [98,] 1.922264522 0.02123609 0.440476652 1.132631807 1.350604225
#> [99,] -0.329965588 -0.68831220 -0.417615615 -0.475610714 -1.003247424
#> [100,] -0.321045865 -0.19647526 -0.455230618 -0.644629832 -0.841327320
#> [101,] -0.222928910 0.28662145 -0.065758603 -0.670970474 -0.660316199
#> [102,] -0.214009186 -0.01769769 -0.854106384 -1.610453366 -0.632740286
#> [103,] -0.312126142 -0.60011527 -1.209881625 -1.514602697 -1.017388918
#> [104,] -0.356724758 0.49241429 -0.110426420 0.438994905 0.207264448
#> [105,] -0.775951749 0.66404075 0.607393229 0.727278597 -0.148394122
#> [106,] -0.205089463 0.87301186 0.483577176 0.034373380 -0.110212088
#> [107,] -0.102512646 0.67834296 0.138772978 0.119980465 -0.294758583
#> [108,] -0.932046905 0.17299838 0.112129017 0.324120440 -0.381728770
#> [109,] -0.526199499 0.57346012 1.067393376 0.960685951 0.891712750
#> [110,] -0.267527526 -0.23064164 0.172469752 0.400215627 -0.029605573
#> [111,] 0.579846179 0.15869617 -0.751448770 -0.806332106 -0.373950948
#> [112,] -1.186259016 -0.49602700 -0.165281633 0.100956669 -0.220515740
#> [113,] -0.673374932 -0.57627826 -0.237377056 -0.035136648 -0.391627816
#> [114,] -0.454841713 3.07078406 3.075877831 1.514571113 0.726257272
#> [115,] -0.450381851 0.64973855 0.739829387 0.437531536 0.259587976
#> [116,] 0.214137528 0.45427508 0.569778226 0.529723783 -0.248798728
#> [117,] 0.058042372 1.09072321 1.490562164 1.907485687 1.817980596
#> [118,] 1.578855179 1.43000330 1.837717300 2.337716171 2.008183688
#> [119,] -0.356724758 0.37402382 0.471822488 0.490944505 0.662620550
#> [120,] -0.374564204 -0.32201684 -0.466201661 0.024129797 0.335952042
#> [121,] 0.504028532 0.36369445 0.587018436 0.707523115 0.519084387
#> [122,] -0.829470088 1.30684542 1.488994873 1.508717637 1.936062070
#> [123,] -0.825010226 0.67675383 1.329131108 1.983580875 1.580403500
#> [124,] -0.053454169 3.03105571 3.405792757 2.372105342 1.774141965
#> [125,] 0.263196005 1.60242433 2.285179112 2.124795982 2.042123274
#> [126,] -0.321045865 1.44112724 0.920851591 0.901419506 0.903025945
#> [127,] -0.856229257 0.01487955 0.528244993 0.480700922 0.054536315
#> [128,] -0.557418530 -0.42372141 0.115263601 0.253147044 0.162718743
#> [129,] -0.347805034 -0.28069935 -0.102589961 0.207782605 -0.396577338
#> [130,] -0.677834793 0.11499499 0.079999535 0.509968301 0.381911897
#> [131,] -1.030163860 0.14439397 0.150527667 0.766057875 0.454740590
#> [132,] 0.379152407 -0.20124266 -0.083782459 0.154369637 -0.111626238
#> [133,] -0.191709878 -0.04153470 0.253185280 0.485091029 -0.201424724
#> [134,] -0.735812994 0.13565373 0.659897505 0.325583809 -0.006272109
#> [135,] -0.040074584 1.50707629 1.263304852 0.638013088 0.183930984
#> [136,] -0.419162820 0.46380988 0.610527813 0.362899718 -0.276374641
#> [137,] 1.074890817 0.34065200 0.303338618 -0.046111915 -0.557083294
#> [138,] 0.098181126 0.20160279 0.445962173 0.274365894 -0.769205701
#> [139,] -0.093592923 0.20160279 0.306473202 0.003642631 -0.707690203
#> V14 V15 V16 V17 V18
#> [1,] 2.831375957 1.959358906 2.279244071 2.1266169573 1.63634917
#> [2,] -0.384280433 -0.683960825 -0.691224619 -1.2886404445 -0.83616480
#> [3,] 0.704256430 0.606126695 0.606552964 1.1380380983 0.63091766
#> [4,] 3.064301934 3.128227056 2.500211521 1.9460747158 1.69297735
#> [5,] 0.510248259 1.112206044 0.220672305 -0.5826175326 -1.24193761
#> [6,] -1.180643314 -1.389614270 -1.096602406 -0.5059237755 -0.47876972
#> [7,] -1.004061027 -1.191422904 -1.188401383 -1.1110338492 -1.15568276
#> [8,] -0.212345048 -0.618972493 -0.731437446 -1.0060844974 -0.62315283
#> [9,] 0.267447614 0.006482585 -0.450760040 -0.0960341744 0.72054769
#> [10,] 0.038006813 -0.143774125 0.606552964 -0.0670446681 -1.10242977
#> [11,] -0.524849227 -1.208015670 -0.586021366 -0.2009835262 -0.26313260
#> [12,] -0.791465247 0.128162866 -0.213138793 -0.6993094692 -0.86541645
#> [13,] -0.916350746 -0.492683111 0.617926288 0.9633671492 0.40853016
#> [14,] -0.545179425 -0.171889644 0.083786219 0.5989800642 0.85555528
#> [15,] -0.919255060 -0.481160357 -0.558400435 -0.5928922943 -0.64677916
#> [16,] -1.010450517 -0.687648106 -0.507220474 -0.3569397307 -0.26013243
#> [17,] -1.152761900 -0.805180195 -1.228208020 -1.1102999377 -0.87441695
#> [18,] -1.453648824 -1.466586266 -1.491013057 -1.3139603930 -0.89391805
#> [19,] -0.075261430 0.088063682 0.282007021 1.0074018423 1.61122276
#> [20,] 1.315904945 1.426546769 1.368159527 0.3479823138 -0.25975741
#> [21,] -0.961077181 -0.891831304 0.247074666 0.9505236971 0.95268574
#> [22,] -1.224788886 -0.476551256 0.523283980 1.1105164152 1.22457602
#> [23,] -1.284036890 -0.925938656 -1.265577515 -1.0937869278 -0.81066337
#> [24,] -1.134174291 -0.939765960 -0.875228765 -0.9403994136 -1.23968749
#> [25,] -0.568994799 -0.632799798 -0.713158888 -0.8251753002 -1.08030353
#> [26,] -0.619529862 -0.112432234 -0.731437446 -1.0791086967 -1.07092800
#> [27,] -0.610816920 -0.561819634 -0.223293547 0.9747427783 0.48878467
#> [28,] -0.144964965 -0.405571092 0.623206761 1.1402398330 1.18069856
#> [29,] -0.179816732 0.008787136 -0.041320352 -0.0006256728 0.32002518
#> [30,] 0.239566200 0.816762635 1.406341402 1.1541841524 1.40346108
#> [31,] -1.012773969 -1.205711119 -0.921940634 -0.7205929042 -0.34676230
#> [32,] -0.057835547 -1.404363395 -1.324475089 -0.7488484989 0.01963330
#> [33,] -0.060158998 -0.513424068 -1.053140058 -0.9194829344 -1.33944309
#> [34,] -0.199566067 -0.448435736 -0.513719516 -0.4666595076 -0.56989984
#> [35,] -0.211764185 -0.281125351 -0.750528383 -0.6644486705 -0.51627182
#> [36,] -0.203051243 -0.696866309 -0.735093157 -0.6116070389 -0.41014086
#> [37,] -0.744415361 -1.154550092 -1.213991364 -0.5925253385 -0.68690641
#> [38,] -0.957592004 -1.111685447 -1.255422761 -0.7914153688 -0.58527570
#> [39,] -1.015678283 -0.828686613 -0.657104645 -0.5675723458 -0.67415570
#> [40,] -1.202135237 -1.270699451 -1.027143887 -0.5558297610 -0.58640077
#> [41,] -1.353159562 -1.097397233 -1.029987218 -0.7950849266 -0.26238255
#> [42,] -1.096418210 -0.824538422 -1.058420530 -1.2156162452 -0.92391974
#> [43,] -1.146953272 -1.060524420 -0.871166863 -0.9675541410 -1.55095498
#> [44,] -1.078992326 -0.809328387 -0.650199412 -0.7833423418 -1.27718959
#> [45,] -0.958753729 -0.917181363 -0.878884476 -1.0203957727 -1.20968580
#> [46,] -0.975017887 -1.179900150 -1.195306616 -1.0930530162 -0.99929897
#> [47,] -0.674130964 -0.379299213 -0.688381288 -0.8350831061 -1.02967568
#> [48,] -1.168445196 -0.795501082 -0.880103047 -1.0776408736 -1.17630892
#> [49,] -0.801920777 -0.630034337 -0.853294496 -1.0009471166 -1.03605104
#> [50,] -0.773458500 -0.706545422 -0.777743125 -0.9503072196 -1.07392817
#> [51,] 0.279645733 0.733337898 1.111853531 1.2965629933 1.24370210
#> [52,] 0.071696855 1.092847817 1.681738335 1.5178373259 1.32995695
#> [53,] -0.041571389 1.166132532 1.805626336 1.6381988202 1.35770851
#> [54,] 0.194258903 0.640234047 0.971717924 1.1457441696 1.24970244
#> [55,] 1.323456161 1.723833818 1.882802468 2.1266169573 1.78785769
#> [56,] 1.113764695 1.658845486 1.511950846 1.9512120966 1.99336924
#> [57,] 1.252010038 1.519189710 1.722357352 2.0601979619 2.05862290
#> [58,] 0.559040733 1.215449918 1.639088368 2.0308414999 2.05862290
#> [59,] 1.116088146 1.882847821 1.614310768 1.3582115636 0.60429116
#> [60,] 0.927307740 1.624277225 1.164252063 1.0499687122 0.42053083
#> [61,] 0.632810307 0.909866486 1.413246635 1.7824124399 1.78110731
#> [62,] 1.229937252 1.446826815 1.206902030 1.2110622976 0.78167613
#> [63,] 1.617372731 1.727982009 2.403944452 2.1266169573 1.79348300
#> [64,] 2.319635841 2.180134870 1.348256208 -0.2541921136 -0.93854556
#> [65,] 0.183803373 -0.080168524 -0.577897563 -1.4082680273 -1.06455264
#> [66,] -1.084220091 -1.321399567 -1.056795769 -0.9462707060 -0.32201091
#> [67,] 0.158245410 0.058565433 -0.207045940 -0.5228037412 -0.57590018
#> [68,] 0.456808883 0.608431246 0.698758132 0.1509270624 -0.26763285
#> [69,] 1.436143542 1.541774307 1.979069537 2.0480884213 1.80923389
#> [70,] 1.156748541 1.261540934 1.376283330 1.7739724571 1.72522916
#> [71,] 1.607498064 1.478629616 1.484329914 1.7592942261 2.05862290
#> [72,] 1.190438583 1.103448751 1.424213770 1.4771052348 1.74848047
#> [73,] -0.069452802 0.046120858 0.482258773 0.7908979348 0.96956169
#> [74,] 0.095512229 0.166879319 0.473322589 0.6628303692 0.73479850
#> [75,] 0.256992084 0.485368235 0.126436187 0.5321941131 0.90393300
#> [76,] 0.491660650 0.440659950 0.488757815 0.7248458952 1.31795627
#> [77,] 0.854699892 0.942591107 1.186998712 1.1732658528 1.41508673
#> [78,] 1.235745880 1.225589942 1.128101138 1.1787701894 1.31083087
#> [79,] 0.228529807 0.249843146 0.270633696 0.2056034730 0.65379394
#> [80,] 0.376068955 0.353547931 0.213767073 0.4144013092 0.67254500
#> [81,] 0.332504246 0.512561934 0.635798656 0.7457623744 0.88705705
#> [82,] -0.032858447 0.367375236 0.606146774 0.4701785871 0.49215986
#> [83,] 0.526512417 0.543903824 0.610208675 0.6573260325 0.83155393
#> [84,] 0.661272584 0.867462752 0.682104335 0.8837377460 0.86005554
#> [85,] 1.019084061 0.991447584 0.402239310 0.2312903773 0.50678568
#> [86,] 2.284203211 2.470508267 2.390540176 1.6470057588 1.57522073
#> [87,] 4.093590793 2.730461593 1.811312998 1.0235478964 1.24295206
#> [88,] 2.857514782 2.387083529 2.105394679 2.1266169573 1.65022495
#> [89,] -0.654962492 0.319901490 -0.093718884 -0.4270282838 -0.78103671
#> [90,] 0.095512229 0.466010008 0.600866301 -0.6490365280 -0.98504817
#> [91,] -0.135671160 1.582334401 1.137037322 -0.9286568288 -1.37769524
#> [92,] 0.600862854 0.256295889 -0.001919906 -1.0853469449 -1.18043415
#> [93,] -0.010785661 0.691395074 0.335624123 -1.0236983747 -1.37319499
#> [94,] -1.094094759 -0.568272376 -0.243196865 -0.1675905506 -0.72178338
#> [95,] 0.111776387 0.696925995 0.694696230 0.4334830095 -0.28675892
#> [96,] 0.031617323 0.281185037 -0.285846833 -0.0912637493 -0.90666877
#> [97,] 1.604012887 -0.375611932 0.202393748 0.6419138900 0.47303378
#> [98,] 1.683591089 0.836120862 -0.772868843 -0.5965618521 -0.50014592
#> [99,] -0.200727792 0.072392737 0.063882901 -0.9385646348 -0.84179012
#> [100,] -0.897182274 -0.289882644 -0.002326096 0.2125756327 0.31852510
#> [101,] 0.102482583 0.537911992 0.715818119 0.9596975915 0.62004205
#> [102,] 0.111776387 0.819067186 1.167501584 1.2661056639 1.49046597
#> [103,] -0.179235869 0.491820977 0.929880337 1.1853753933 1.35733349
#> [104,] -0.501614716 -1.063289881 -0.902849696 -0.8824204011 -0.87404193
#> [105,] -0.601523115 -0.935156859 -0.711940318 -0.5389497953 -0.46376887
#> [106,] -0.648573001 -0.829608433 -0.330527751 -0.2090565532 -0.23388095
#> [107,] -0.469086400 -0.895518585 -1.072230996 -0.8846221358 -0.87216683
#> [108,] -1.286360341 -0.930547757 -0.416233876 0.0059795312 0.28814839
#> [109,] 0.223882905 -0.980786964 -1.094165265 -0.2784111948 0.34890181
#> [110,] -0.598037939 -1.172986498 -0.473912880 0.0254281873 0.66766972
#> [111,] -0.811214581 -1.123669111 -1.071012425 -1.2115797317 -1.43319836
#> [112,] -0.922740237 -1.438470746 -0.764338849 -0.1907087645 0.05076005
#> [113,] -0.858845330 -1.138879147 -0.934126339 -0.4229917703 -0.14800112
#> [114,] -0.034020172 -0.727286379 -1.385403614 -0.8879247377 -0.04374526
#> [115,] -0.194919164 -0.705623602 -1.025519126 -0.5143637584 0.00313237
#> [116,] -0.496967814 -0.649392563 -0.416233876 0.0801045978 0.53866247
#> [117,] 0.857023343 0.010630777 -0.356117731 -0.3371241189 -0.47989478
#> [118,] 0.825075890 -0.074176692 -0.138399802 -0.0842915896 -0.23838120
#> [119,] 0.046138892 -0.228120683 -0.741592200 -0.8820534453 -0.85379080
#> [120,] 0.217493415 -0.209223367 -0.721688882 -1.1165381858 -0.98504817
#> [121,] 0.597377677 0.064096354 -0.642075609 -0.7774710493 -0.84854050
#> [122,] 0.801841378 0.055339062 -0.136775041 -0.2857503103 -0.62240279
#> [123,] 0.699609528 0.166879319 -0.156678360 -0.4171204779 -0.58715081
#> [124,] 0.238985338 -0.558132353 -0.396736748 -0.4651916845 -0.40751571
#> [125,] 0.576466617 -0.121189527 -0.307781102 -0.4343673993 -0.67190557
#> [126,] 0.225625494 0.054417241 -0.337432984 -0.6901355748 -1.17368378
#> [127,] -0.218153676 -0.618972493 -0.967027742 -1.0082862321 -0.78066168
#> [128,] 0.019419204 -0.011032001 -0.788304069 -0.9081073054 -0.85679096
#> [129,] -0.694461161 -0.540617767 -0.831360227 -1.0592930849 -0.84404025
#> [130,] -0.003234445 -0.444287545 -0.603487543 -0.7565545702 -0.58940093
#> [131,] -0.179235869 -0.659532587 -0.722095072 -0.6996764250 -0.36213816
#> [132,] -0.366854549 -0.764159192 -0.800083584 -0.6670173609 -0.43714238
#> [133,] -0.583516369 -0.821772961 -0.852075925 -0.8893925609 -0.62202777
#> [134,] -0.357560745 -0.610215200 -0.829329276 -0.6996764250 -0.29838458
#> [135,] -0.675292689 -0.679351723 -0.726969354 -0.7767371378 -0.68728144
#> [136,] -1.120233584 -0.650775294 -0.663197498 -0.5404176184 -0.61827756
#> [137,] -1.126623075 -1.166072846 -0.946312044 -0.9106759958 -0.81441358
#> [138,] -1.539035654 -1.170681947 -0.970277264 -0.7833423418 -0.69965713
#> [139,] -1.502441298 -0.880769461 -0.863043060 -0.7440780738 -0.50089596
#> V19 V2 V20 V21 V22
#> [1,] 1.18408510 0.6280078316 0.84590915 -0.29087114 -0.803197091
#> [2,] -0.35473930 -0.6739356109 -0.58577138 -1.21963452 -0.941209478
#> [3,] -1.14200870 1.1569223551 -0.33890423 -0.69079192 -0.711697167
#> [4,] 0.87740718 0.3690986243 -0.15794279 -1.47033674 -0.828740820
#> [5,] 0.66079163 0.7204754057 1.43570939 0.69389619 -0.307572499
#> [6,] -0.67383962 -0.6665382049 -0.45172587 0.03086964 0.569301780
#> [7,] -1.45606241 -1.0733955307 -1.65403964 -1.55565818 -0.931678236
#> [8,] 0.33004532 -0.1635146022 0.81239777 0.70141349 0.898320259
#> [9,] 0.89177057 -0.9883253626 1.16426723 1.38624024 1.406144842
#> [10,] -0.75691440 -1.0770942337 -0.61034639 -0.91856634 -0.656034712
#> [11,] 0.37080631 0.2951245651 0.28031156 -0.06948642 -0.604184755
#> [12,] -0.96304854 -0.8773642737 -0.52805734 -1.06289865 0.012295988
#> [13,] -0.73012860 -0.9661331448 -0.86391582 -0.58479788 -0.223316318
#> [14,] 0.43175369 0.8203403856 -0.25624283 -1.02982250 -1.580565202
#> [15,] -1.03874752 0.4837584161 -1.82085183 -1.70825953 -1.898527441
#> [16,] -0.28369872 -0.7516083731 -0.49491831 -0.57765643 -0.794428348
#> [17,] -0.63967803 1.0755508900 -0.85200066 -1.45642972 -1.470384043
#> [18,] -0.59697604 -1.2102475403 -0.64534717 -0.81219644 -0.531747315
#> [19,] 1.62275098 -0.1228288696 0.74314092 0.28194772 0.376389439
#> [20,] -0.90443036 -0.1968029288 -0.81960633 -0.42129643 0.178902101
#> [21,] 1.16156950 -0.2892705028 1.43533705 1.45502360 0.775557860
#> [22,] 0.48454888 -0.7405122642 -0.76151994 -0.84677605 -1.348384143
#> [23,] -0.50070246 -0.6924291257 -0.60625056 -0.39874451 1.004307672
#> [24,] -1.73906014 -0.4890004628 -1.49020623 -0.93999067 -0.004860248
#> [25,] -1.45800341 -1.2250423521 -1.68643397 -1.74095982 -1.144415561
#> [26,] -1.28603086 -0.5185900865 -1.28653153 -1.38163251 -0.647647219
#> [27,] -0.96033114 -0.1265275725 -1.41945999 -0.98584625 -0.217597573
#> [28,] 0.50357067 -0.3114627206 -0.42864026 -0.62238441 -0.698734677
#> [29,] 0.81063679 1.1088392166 0.98665693 1.07088917 0.815970327
#> [30,] 1.48261082 -0.0525535133 1.53065830 1.50877235 0.971520199
#> [31,] -1.23517667 -0.2670782851 -0.85274536 0.03500415 0.316151988
#> [32,] -0.44829548 -1.1658631048 0.03009327 0.18722964 0.410320661
#> [33,] -1.50730480 1.3307613943 -1.54010095 -1.77328424 -1.146703059
#> [34,] -0.40753449 -1.1362734811 -0.31842506 -0.12060412 0.116377152
#> [35,] -0.34813990 -1.0105175804 -0.37874554 -0.41077220 -0.187860097
#> [36,] -0.36793810 -0.9291461152 -0.36980917 -0.17322527 -0.063953949
#> [37,] -0.72974040 -1.2361384610 -0.32326559 -0.01047556 0.414133158
#> [38,] -0.69130861 -0.7442109671 -0.36459629 -0.01009969 0.359233203
#> [39,] -0.43160288 -1.1399721840 0.06360465 0.30487551 0.986770187
#> [40,] -0.50652546 -0.5111926805 -0.22273146 0.10867377 0.763739120
#> [41,] -0.20295314 -0.9513383330 -0.11996323 -0.02814123 0.155264621
#> [42,] -1.60978957 -0.9254474122 -1.49765321 -1.11063356 -1.734971325
#> [43,] -1.41995982 -0.6702369079 -1.28839327 -1.50717155 -1.987358617
#> [44,] -1.51235140 0.3210154858 -1.63132637 -1.41395693 -2.085339787
#> [45,] -1.20994368 0.1841634762 -1.64212448 -1.47221606 -2.264527140
#> [46,] -0.42461528 -0.7811979967 -0.70306121 -1.38651876 -1.352959139
#> [47,] -1.64123377 -0.5111926805 -1.59409151 -1.49627145 -1.749077563
#> [48,] -1.50575200 -0.8551720560 -1.58627218 -1.44327443 -1.246590477
#> [49,] -1.36600004 -1.0179149863 -1.47717403 -1.40155337 -1.595052690
#> [50,] -1.38851563 -0.6184550664 -1.53414337 -1.33690452 -1.274421704
#> [51,] 1.23377468 -0.9624344419 0.96170957 0.86867359 0.905945253
#> [52,] 1.41389944 -0.9217487093 1.20001270 1.28813937 1.236869981
#> [53,] 1.58043719 -0.6073589575 1.30315328 1.50877235 1.455326051
#> [54,] 1.17010990 -0.2189951466 1.01085959 1.50877235 1.393563602
#> [55,] 1.37275025 -0.5888654427 0.91740008 0.81041446 1.016507662
#> [56,] 1.51289041 0.2507401295 1.01346603 0.59203666 0.784707853
#> [57,] 1.72096556 -0.0488548103 1.08197818 0.79688330 0.877351527
#> [58,] 1.89022071 -0.1302262755 1.14080927 0.92354994 1.106482588
#> [59,] -0.30039132 0.0621062785 -1.01992990 -0.31492652 0.537658056
#> [60,] -0.46149427 0.3727973273 -1.05195188 -0.25892258 0.586458016
#> [61,] 0.95504716 -0.4113277006 -0.40332055 -0.33184047 0.302426999
#> [62,] -0.18043755 -0.2300912555 -0.96147116 -0.73927855 0.242189549
#> [63,] 0.47989048 0.6132130198 -0.35752167 -0.37017874 -0.429572399
#> [64,] -0.89200796 1.6821381757 -0.46438573 -0.26531229 -1.017840665
#> [65,] -0.75147960 -0.1635146022 -0.55002591 -0.89187990 -1.587808946
#> [66,] -0.66452282 -0.7664031849 -0.94992835 -1.45718145 -1.545871481
#> [67,] -0.78641759 -0.2744756910 -1.42132174 -1.02305692 -0.886309523
#> [68,] -0.59154124 0.2581375355 -1.07280341 -1.34968395 -1.918352424
#> [69,] 1.14254771 2.6327048368 0.68393749 0.34659656 -0.880209528
#> [70,] 1.45543683 3.1690167663 0.79675912 0.50370830 -0.357134958
#> [71,] 1.83082613 -0.3706419680 1.29794040 0.63864397 0.319964485
#> [72,] 1.94146310 0.6280078316 1.62523485 0.84724927 0.129339642
#> [73,] 1.30403887 0.2581375355 1.18549111 0.78447974 0.514020575
#> [74,] 1.20077769 -0.8588707589 1.28900403 1.09757562 1.212088751
#> [75,] 1.38711364 1.9669383037 1.37315482 1.19717994 1.464476044
#> [76,] 1.69223876 0.9091092567 1.43459235 1.23626995 1.254788716
#> [77,] 1.57577879 -0.4853017598 1.50347685 1.50877235 1.457613550
#> [78,] 1.35178745 0.3062206740 0.89096333 1.05923735 0.848376551
#> [79,] 0.90458117 -0.9143513034 1.17506534 1.26408398 1.317313665
#> [80,] 0.78462740 0.4615661984 0.70329962 0.89949455 0.946357720
#> [81,] 0.91428617 -0.3225588295 0.95351790 0.90588427 0.942926473
#> [82,] 0.41428470 0.5762259902 0.44786845 0.41274887 0.660039205
#> [83,] 0.90652217 -1.1547669959 0.94793267 1.11073090 1.337901148
#> [84,] 0.60023245 -0.7035252346 0.46239004 0.68600301 0.842657805
#> [85,] 1.01133614 -0.1080340577 0.54021091 0.35035522 0.943307722
#> [86,] 1.54511100 1.8337849971 1.62933069 1.12538965 0.762214121
#> [87,] 1.48105802 -0.3410523443 1.10022327 1.10283773 1.263557459
#> [88,] 1.46708282 0.3432077036 0.87122885 0.43981118 0.542233052
#> [89,] -0.35473930 2.9951777271 1.06075431 1.42495437 -0.563772288
#> [90,] -1.19014548 1.7302213142 1.03320051 1.50877235 -0.794047099
#> [91,] -0.24953713 2.6511983516 1.18102292 0.75403465 -0.932821985
#> [92,] -0.89123156 0.9534936923 1.35602678 1.42570610 -1.114296835
#> [93,] -0.66646382 3.4205285677 1.28863168 1.25017696 -0.496672343
#> [94,] -0.50225526 1.0126729396 -0.75891350 -0.14278018 -0.353703711
#> [95,] -0.15171075 3.3243622907 0.15445772 0.55557772 0.566251783
#> [96,] -0.68160362 1.7635096409 -0.81960633 -1.05312615 -1.247352976
#> [97,] 1.24309148 1.0940444048 1.22458771 -0.27733999 0.081683431
#> [98,] -0.86522217 2.0261175511 0.23823616 1.11712062 0.489239346
#> [99,] -0.68121542 0.6723922672 -0.07081321 0.81680417 1.464476044
#> [100,] 0.47290288 -0.2781743940 0.88090992 1.23213543 1.464476044
#> [101,] 0.71009302 -0.1413223844 1.07564826 1.47907899 1.464476044
#> [102,] 1.87546912 0.1508751496 1.65837388 1.50877235 1.461426046
#> [103,] 1.56529740 -0.8329798382 1.51055147 1.19379716 1.136601314
#> [104,] -1.14433790 -0.6480446901 -1.50435548 -2.05405569 -1.531002743
#> [105,] -1.02089033 0.3690986243 -1.59595325 -2.03338309 -1.874889960
#> [106,] -0.77399519 -0.4926991657 -1.23887090 -1.63947616 -1.836002492
#> [107,] -1.29185386 0.2951245651 -1.78957454 -2.01496569 -1.440265317
#> [108,] 0.34285592 -1.2065488373 0.22594866 0.28833743 0.653557961
#> [109,] 0.58082245 -0.5740706309 0.64409618 0.71719984 0.802626588
#> [110,] 1.09014072 -1.0659981248 0.79675912 0.79425224 0.889932766
#> [111,] -1.12686890 -0.2818730969 -0.95737533 -1.18392731 -1.069690622
#> [112,] 0.17243616 -0.6184550664 0.26578996 0.53903964 0.799957840
#> [113,] 0.19106976 -0.8625694619 0.14403196 0.25450954 0.447683130
#> [114,] 0.76715841 -0.8033902145 0.94979442 0.96376754 0.975332696
#> [115,] 0.64720464 0.3358102977 0.79564208 0.36614156 -0.673190948
#> [116,] 0.63167664 -0.5074939776 0.11089293 -0.54382855 -0.522216072
#> [117,] -0.17306175 -0.8514733530 0.29520550 0.39771426 0.821689072
#> [118,] 0.11886457 1.3159665825 0.61505299 0.64503368 0.916238995
#> [119,] -0.54573365 -0.6961278286 -0.02017380 0.45973205 0.823214071
#> [120,] -0.61483323 0.1508751496 -0.60327177 -0.64042595 -0.282410020
#> [121,] -0.61793883 0.2470414266 -0.36050045 0.18347098 0.209402076
#> [122,] -0.35396290 -0.1672133051 0.47914573 0.62548868 0.194914588
#> [123,] -0.24177313 0.1878621792 0.63962800 0.81229378 0.741245389
#> [124,] 0.37857031 0.1101894170 0.73718334 1.11749648 0.758020375
#> [125,] 0.18214116 1.0052755337 0.88835689 1.03931648 0.956270212
#> [126,] -0.59154124 -0.5999615516 -0.41635275 -0.41189980 -0.946165724
#> [127,] -0.66568742 -0.2929692058 -0.69524188 -0.98885317 -1.166146793
#> [128,] -0.98866974 -0.5296861954 -0.89258666 -0.70808172 -0.896222015
#> [129,] -1.01545553 -0.8588707589 -0.90822531 -0.78175134 -0.963703209
#> [130,] -0.02942779 -0.7848966997 0.21626759 0.58076070 0.594464259
#> [131,] 0.48299608 -1.2435358669 0.64000035 0.88709100 0.804151587
#> [132,] 0.10061918 0.2507401295 0.42366579 0.66908907 0.674526693
#> [133,] 0.02414380 -0.1302262755 0.23078919 0.61270926 0.749632882
#> [134,] 0.48493708 1.4454211862 0.63813860 0.73223446 0.719132907
#> [135,] -0.98595234 0.0916959022 -1.38036338 -1.19670673 0.005052244
#> [136,] -1.14123230 -0.0266625926 -1.41722590 -0.69755749 0.274595772
#> [137,] -1.16918269 0.3099193769 -1.54568618 -1.06064346 -0.103222667
#> [138,] -0.83300158 -0.0007716718 -0.46661982 -0.11308681 0.316914488
#> [139,] -0.48905647 0.0362153578 -0.37018152 -0.10744883 0.472083110
#> V23 V24 V25 V26 V27
#> [1,] -0.918979130 -1.06750237 -1.34883410 -1.590931984 -1.490815905
#> [2,] -0.293241674 -0.69089415 -1.39142942 -0.728324612 -0.716665790
#> [3,] -0.225150168 -0.46743456 -1.38329759 -1.960794095 -0.038455689
#> [4,] -0.162537290 -1.48856006 -1.81622091 -0.547233655 -0.664795782
#> [5,] 0.197095432 1.05799036 0.34065111 0.438256867 0.693574419
#> [6,] 1.133940629 1.27821727 0.95789600 0.165407768 0.466204386
#> [7,] -0.752663671 -0.34297605 -0.03070262 0.137516527 0.218554349
#> [8,] -0.388726314 -1.17296884 -0.29440636 0.460489016 1.133494485
#> [9,] 1.242339175 0.59814041 0.03861158 -0.808360347 -1.561405915
#> [10,] 0.042519888 -0.78989524 -0.28046607 0.628240683 0.488044389
#> [11,] -0.726444528 -1.15761357 -0.11124649 0.729295905 0.734914426
#> [12,] -0.176625187 -1.27722304 -1.61563568 -0.621206077 0.410044377
#> [13,] -0.204800983 -0.15467194 0.54162357 1.084606064 1.064464474
#> [14,] -1.652723802 -1.96780614 -1.64545241 -1.778490475 -1.602745921
#> [15,] -1.814734625 -1.92860979 -1.64855025 -1.845591142 -2.362466034
#> [16,] -1.173735280 -1.02790194 -0.87796222 -0.775214235 0.178774343
#> [17,] -1.152212103 -0.92809268 -0.82258831 -1.831039190 -2.425646043
#> [18,] 0.002995508 0.39084426 0.75188955 0.667854330 0.314884363
#> [19,] 0.794265762 0.46277158 0.10056841 -0.239621560 -0.800905802
#> [20,] 0.424067117 1.07374972 1.26496952 0.248273050 -0.585235770
#> [21,] -0.202061669 -0.06536892 0.11992992 -0.105420226 -1.174915858
#> [22,] -0.989809949 0.32538231 0.75111509 0.439469529 0.264574356
#> [23,] 1.291646817 0.90120496 0.06649216 -0.080358531 -0.553645766
#> [24,] 1.111634791 1.13476671 0.75266401 0.661386796 0.569164401
#> [25,] -0.649743752 -0.26256292 0.01653946 0.397430557 0.585154403
#> [26,] 0.128612596 0.15243348 0.36001262 0.432597774 -0.017395686
#> [27,] 0.112176715 0.18435628 0.52884497 0.713531290 0.644044412
#> [28,] -0.297937640 0.32497823 0.71858775 0.749102728 0.907294451
#> [29,] 0.510159825 0.42397932 0.63262266 0.715148174 0.217774349
#> [30,] 0.064825726 -0.23548915 0.57492536 0.250294155 -0.383215740
#> [31,] 0.816180270 0.80705291 0.37821244 -0.372206011 -0.529465762
#> [32,] 0.757872026 0.89312324 1.26496952 0.584584828 -0.206935714
#> [33,] -1.907871282 -1.73424439 -0.37843531 0.299204882 0.025114320
#> [34,] 0.183398865 0.41266491 0.82197821 0.922917710 1.133494485
#> [35,] -0.027919601 0.07484895 0.59970809 0.682002061 0.819934438
#> [36,] -0.176625187 0.22557305 1.07135444 1.100370679 1.133494485
#> [37,] 0.965668517 1.07415380 0.98693826 1.134325233 1.133494485
#> [38,] 0.751219408 0.75532989 0.90290931 1.077734309 1.133494485
#> [39,] 1.445831031 0.96666691 0.65314586 0.823883593 0.863224445
#> [40,] 1.147245866 0.87049442 0.51064516 0.654919262 1.133494485
#> [41,] 0.001038856 -0.22538700 -0.68744498 -0.601803474 -0.073165694
#> [42,] -2.206456447 -2.07286852 -2.45437622 -2.216261695 -1.440895897
#> [43,] -1.698509469 -2.14722035 -2.36879836 -2.019001902 -0.956125825
#> [44,] -1.661333072 -1.68575406 -2.25727607 -1.963623641 -0.476425754
#> [45,] -1.528280705 -1.61988803 -2.51439690 -2.107122056 -0.912835819
#> [46,] -0.826625134 -0.28599991 -0.42219231 -0.682243431 -0.905425818
#> [47,] -1.448057955 -0.47268768 0.66089046 1.157770045 0.620254409
#> [48,] -0.809015262 -0.15669237 0.55517662 1.004974550 0.462694385
#> [49,] -1.149472789 -0.29408163 0.68606042 1.157770045 0.531724395
#> [50,] -0.788666076 -0.04556870 0.90136039 1.157770045 0.387424374
#> [51,] 1.003627575 0.94484626 0.86999475 1.023164490 1.133494485
#> [52,] 1.214554710 1.39176545 1.15848122 0.878453412 0.880384447
#> [53,] 1.395740728 1.29518888 0.88122442 1.046205080 1.006744466
#> [54,] 1.297125444 1.23053511 0.92343251 0.788312154 0.326584365
#> [55,] 0.390021364 -0.18134162 0.16484862 0.534461438 -0.302095728
#> [56,] 0.258925650 -0.04516461 0.08314305 0.354987364 -0.405835744
#> [57,] -0.036528871 -0.29933475 0.39176549 0.431789333 -0.582115770
#> [58,] -0.179364501 -1.01941613 -0.30486157 -0.138566338 -0.274795724
#> [59,] 0.896403020 1.39176545 0.66747337 -0.136949455 -0.047815691
#> [60,] 0.914795554 1.11052155 1.02178897 -0.359270942 -0.417145745
#> [61,] 0.567294077 0.73068064 0.21286516 -0.297829368 -0.520495761
#> [62,] 0.779395204 1.39176545 0.58344443 -0.008407213 0.246634353
#> [63,] 0.303928656 0.75330946 0.53271727 0.224019797 0.394444375
#> [64,] -1.907871282 -0.44561391 -0.15306735 0.232912656 -0.099685698
#> [65,] -0.663048988 0.11849025 0.20860563 0.006548960 0.003274317
#> [66,] -1.651549810 -1.72697084 -2.31807121 -2.088527895 -1.172965857
#> [67,] -1.088816563 -0.46298961 -0.58289283 -1.075550353 -0.683905785
#> [68,] -1.467233149 -0.56037435 -1.14398934 -1.234409162 -0.678835784
#> [69,] -2.204891125 -2.44624405 -1.55522778 -1.736855724 -1.895245965
#> [70,] -1.255523353 -1.36733424 -1.72831966 -2.221516566 -2.085565993
#> [71,] 0.132525901 -0.23912593 -1.17032099 -2.512151384 -2.578916066
#> [72,] -0.127317545 -0.68442878 -1.38755712 -2.260725992 -2.380796037
#> [73,] 0.477679395 0.29992489 -0.21541141 -0.885162316 -0.999415832
#> [74,] 1.445831031 1.02889616 0.68257535 0.295566894 0.231814351
#> [75,] 1.262688361 1.02849208 0.62100575 -0.033468908 -0.218245716
#> [76,] 0.791526449 0.49186578 0.10598963 -0.396863485 -0.500605758
#> [77,] 1.014976159 0.37872168 -0.14183767 -0.158373162 0.044224323
#> [78,] 0.605253135 0.77715054 0.27133691 -0.284085857 -0.616045775
#> [79,] 1.103808181 1.16668951 1.26496952 0.937469662 0.671344416
#> [80,] 1.059979166 1.16224457 1.08529472 1.157770045 0.956824458
#> [81,] 0.955493925 1.23295963 1.15499615 0.802459886 0.578134402
#> [82,] 1.165638399 1.30327061 1.16351521 1.157770045 1.017274467
#> [83,] 1.445831031 1.34852824 1.02333789 0.749911170 0.815254437
#> [84,] 1.042369294 1.33357706 1.26496952 0.913216408 0.711124422
#> [85,] 1.096372902 1.12749316 0.44559049 0.585797490 0.845284442
#> [86,] 0.809136321 0.39811781 -0.32538477 -0.666074595 -0.565735767
#> [87,] 1.445831031 0.97757723 0.41538653 0.479083176 -0.230725718
#> [88,] 0.026084007 -1.35197897 -1.80344231 -1.963219420 -1.475995902
#> [89,] -2.228762285 -1.78313880 -2.08534588 -1.730792410 -2.135876000
#> [90,] -2.091796613 -1.87001731 -1.67062237 -1.352441660 -1.638235926
#> [91,] -1.801038058 -1.99811259 -1.79957001 -1.733621956 -1.904215966
#> [92,] -1.706727409 -1.89183796 -2.26463344 -1.492706308 -1.614835923
#> [93,] -1.940743043 -2.00094120 -1.54748318 -0.617163868 -1.341445882
#> [94,] -0.327287427 0.16091928 -0.14764613 -0.153118290 0.548104398
#> [95,] -0.232585448 -0.12072871 -0.01482618 -0.001939679 0.184624344
#> [96,] -1.054770811 -1.61221040 -1.01736508 -1.028660730 -0.924925821
#> [97,] 0.809918982 0.05787734 0.39602503 0.652493937 0.470494386
#> [98,] -0.437251295 -1.51320931 -1.92077306 -0.213751423 0.188134344
#> [99,] 0.937492722 0.13465369 -0.16816933 -0.565019374 -0.540775764
#> [100,] 1.085806978 0.35528468 -0.45549411 -1.602250168 -2.261456019
#> [101,] 0.656517429 -0.45652423 -1.07699852 -0.790978849 -0.563005767
#> [102,] 1.080719682 0.09990229 -0.63129660 -0.978133120 -0.824305806
#> [103,] 0.604861804 -0.57451737 -1.27564760 -1.554552104 -1.763815945
#> [104,] -0.771838865 -0.24761173 0.07462399 0.177938616 0.660424415
#> [105,] -1.199954423 -0.88849224 -0.38695437 0.278589617 0.841774441
#> [106,] -1.666811699 -1.11720496 -0.37262685 0.165407768 0.511834392
#> [107,] -0.579695594 -0.07425881 0.30889824 0.736976102 1.110484481
#> [108,] 1.044325946 1.32226265 1.26496952 0.535269880 -0.405055744
#> [109,] 0.935927400 0.51732320 0.15749124 -0.581188209 -1.632385926
#> [110,] 1.226685955 1.16951812 1.13137511 0.367518212 -0.828595806
#> [111,] -1.050074845 -1.35521165 -1.27061361 -1.444604023 -1.248625869
#> [112,] 0.901490317 0.74522774 0.85799061 1.135537896 1.133494485
#> [113,] 0.325060503 0.18516445 0.39679949 0.808927420 1.119454483
#> [114,] 0.898359673 1.06890068 0.77279998 0.383282826 0.624154409
#> [115,] -1.515758130 -1.48290285 -0.68124929 0.418854264 1.133494485
#> [116,] -0.258021930 -0.51511671 0.14781049 1.157770045 0.963454459
#> [117,] 0.838877438 0.79048538 0.93117712 1.151706731 1.133494485
#> [118,] 0.932405426 1.08304370 1.26496952 1.021143385 1.064074474
#> [119,] 1.001279592 1.19780414 1.12440497 1.157770045 1.005964466
#> [120,] 0.055825125 0.26961844 0.43358635 0.342860738 0.683824418
#> [121,] 0.274578869 0.42963652 0.39176549 -0.149076081 0.108964333
#> [122,] -0.235716092 -0.22659926 -0.09653174 0.597519896 1.062904474
#> [123,] 0.140743841 0.16253563 0.39292719 0.627432242 1.133494485
#> [124,] 0.314494580 0.33225178 0.18111228 0.452000377 0.711124422
#> [125,] 0.313711919 0.14354358 0.21441408 0.669471214 1.133494485
#> [126,] -0.753837662 -0.68362060 -0.20379450 0.048587932 -0.183145711
#> [127,] -0.935806341 -0.51552080 -0.12557401 0.230891552 0.647554413
#> [128,] -0.551519798 -0.10658570 0.30425148 0.343264958 0.677194417
#> [129,] -0.585565551 -0.01000912 0.41770992 0.508995522 0.813694437
#> [130,] 0.440894328 0.85554324 0.99700624 1.091477819 1.133494485
#> [131,] 0.806397007 1.15254650 1.07522674 1.077330088 1.123354483
#> [132,] 0.639690218 1.03980649 1.07057998 1.091073598 1.133494485
#> [133,] 0.582164636 0.90201314 0.80532731 0.943532975 1.133494485
#> [134,] 0.689389190 1.05758627 1.00436362 0.980721296 1.133494485
#> [135,] 0.669040005 0.71007225 0.66089046 0.549013390 0.809014437
#> [136,] 0.710129706 0.76664430 0.84637371 0.874815424 1.128424484
#> [137,] 0.518769096 0.77472602 1.04192494 1.152110952 1.016104467
#> [138,] 0.368106857 0.43084878 0.97144905 1.157770045 1.125304483
#> [139,] 0.687432538 0.92181335 1.04502278 1.157770045 0.889744449
#> V28 V29 V3 V30 V31
#> [1,] -1.643537068 -0.786923549 1.42816805 -1.72961656 -0.59160643
#> [2,] -1.743562697 -1.753124298 0.71706054 -1.03208173 0.55315971
#> [3,] 1.285553520 0.388834670 0.25807296 -0.50129918 0.01736099
#> [4,] -1.245459362 -1.206038490 -0.40131764 -0.34502586 0.23825640
#> [5,] -0.297443177 -1.389918959 1.42493574 -2.15105335 -1.73544637
#> [6,] 0.842929987 0.408299495 -0.17505616 0.48827995 0.35356658
#> [7,] 0.700383341 1.406803569 -0.80535600 1.54756701 1.12832133
#> [8,] 0.748168865 -0.009158866 -0.75040678 -0.56189496 -0.52121628
#> [9,] -2.427138657 -0.954238209 -1.11888976 -1.58564464 -1.46361073
#> [10,] 0.341586955 -0.514416008 -0.47889300 -0.54868234 0.14563778
#> [11,] -0.747356027 -1.238341816 0.65564671 -1.58291100 -1.62661949
#> [12,] 0.046774575 0.274116450 -0.67929603 1.29197130 0.40033898
#> [13,] 0.947815161 0.455512047 -0.82798215 0.87099012 1.57798473
#> [14,] -0.878968697 0.276187176 1.42493574 0.75162100 1.33856559
#> [15,] -0.595090292 0.331682633 -0.33020689 0.21263752 -0.14333231
#> [16,] 1.084287375 1.522764225 -0.85707291 1.48514881 1.48999704
#> [17,] -1.605065673 -0.296989779 -0.03606696 1.14799938 1.40339863
#> [18,] 0.620200853 1.369944646 -0.85060829 1.72889873 1.93132476
#> [19,] -0.769223978 -0.551274931 0.63948517 -0.75780611 -1.59049823
#> [20,] -0.264641250 0.957456028 -0.36576226 0.34977532 -0.13684901
#> [21,] -2.030680799 -1.763892073 -0.68252834 -0.86897430 -0.59021715
#> [22,] 0.419744633 -0.277939100 -0.35606534 -0.99745557 -0.70923207
#> [23,] -0.115615212 0.612473078 -0.01020851 0.79763734 0.35680823
#> [24,] 0.812962794 1.522764225 -0.42394379 1.12613023 0.71107445
#> [25,] 0.972922809 0.854748019 -0.66313450 0.64409766 0.56797868
#> [26,] 0.297446091 0.473320291 -0.63081143 0.25637582 -0.10165393
#> [27,] 0.429868685 0.994729096 0.04474071 1.61818615 1.78498734
#> [28,] 1.042981245 1.265580056 -0.59525605 1.25324467 1.02736703
#> [29,] -0.376005817 -1.360928795 -0.01344082 -2.27862340 -1.05516262
#> [30,] -1.065251245 -1.380393619 -0.64374065 -2.03669591 -1.21678211
#> [31,] -0.981424098 -0.938914837 -0.54677145 -0.64390428 0.02986451
#> [32,] -0.704025087 -0.623750341 0.77847437 -0.58968700 -0.25215919
#> [33,] -0.335104649 -0.306515119 -0.24293460 0.21445995 1.20102695
#> [34,] 0.704028000 0.193358136 -1.03484979 -0.10811005 -0.42535601
#> [35,] 0.866417786 0.507694342 -0.68899295 0.41538278 0.64716760
#> [36,] 1.114659530 0.960355045 -0.93141597 0.59398086 0.38320454
#> [37,] 0.909343765 0.920182960 -1.05424363 0.66915607 0.66383895
#> [38,] 0.780160867 0.521775279 -0.59202374 0.36070990 0.33365358
#> [39,] 0.900839562 0.788898932 -1.13181899 0.52928462 0.35449277
#> [40,] 1.228048907 1.285459026 -0.51444838 1.04320969 0.88982839
#> [41,] 0.683374935 1.522764225 -1.21909128 1.52250861 1.20889953
#> [42,] -0.797976285 -0.462647858 -0.86030521 -0.14410303 0.47999100
#> [43,] -0.143557594 0.006992797 0.32271910 0.12880577 0.91715088
#> [44,] 0.660697059 0.887879635 -0.85384060 0.84502050 1.38441181
#> [45,] 0.071882223 0.207853218 -0.27202536 0.28188983 0.92502346
#> [46,] 0.028956244 1.438692749 -0.71161910 1.90248513 2.07488362
#> [47,] -0.033812875 -0.325565798 -0.41424687 -0.54048141 -0.67450009
#> [48,] -0.408807744 -0.685872121 -1.07686977 -1.04119387 -1.08294820
#> [49,] -0.081598399 -0.314383877 -0.99929441 -0.86532944 -0.84862309
#> [50,] -0.286104239 -0.440284018 -0.87323444 -0.97832006 -1.07414943
#> [51,] 0.934856375 0.181762071 -0.90555751 -0.53091366 -1.00514856
#> [52,] 0.199040310 -0.787751840 -0.24616691 -1.17559804 -0.41887270
#> [53,] 0.327008321 -0.782367952 0.20958836 -0.91225700 -0.15676201
#> [54,] -0.384105058 -1.179947343 0.24191143 -0.72409117 -0.20029276
#> [55,] -0.817009502 -0.013300318 -0.79565908 0.60491543 0.43507097
#> [56,] -0.300277912 1.057679166 0.55544519 1.24504374 0.23038382
#> [57,] -1.553635491 -0.544234463 -0.02960235 0.36617719 0.31837151
#> [58,] -0.738446862 -0.308585845 0.07059916 -0.45254920 -0.15583582
#> [59,] -0.397873768 -0.642386875 1.78372180 -0.28397448 -0.38182525
#> [60,] -0.006275455 -0.528496945 -0.06192542 -0.02245587 -0.14425850
#> [61,] -1.085094386 -1.171250294 0.71059592 -0.63205849 -1.11165997
#> [62,] -0.284079429 -0.574467062 1.12433120 -0.08031800 -0.07386835
#> [63,] -0.252087426 -1.642961675 0.71059592 -1.47128720 0.57122034
#> [64,] 0.481703828 0.724706427 0.34211294 1.13250873 1.26261833
#> [65,] 0.684589821 1.522764225 -0.74394217 0.85003218 -0.10396940
#> [66,] -0.178384331 0.682049471 -1.21262666 0.76711165 0.20908154
#> [67,] -0.608454040 -1.000622472 0.61685902 -1.07900928 -0.45128922
#> [68,] -0.692281187 -0.736811980 0.49403136 -0.71361220 -0.55409589
#> [69,] -1.990184593 -2.449716522 3.63583364 -1.50044607 -1.42934184
#> [70,] -2.020961709 -1.770518396 2.80189847 -1.89090156 -1.06442448
#> [71,] -2.409320326 -2.187976757 -0.44980224 -1.87267726 -0.83426721
#> [72,] -2.649057866 -2.201229403 0.81402974 -1.45260730 -1.09823027
#> [73,] -1.104127603 -0.738468561 0.23544681 -0.77466358 -0.89215385
#> [74,] 0.361430096 -0.022825657 -0.64050835 -0.69402108 -1.38395871
#> [75,] -0.948622171 -1.599890574 5.15825017 -1.73326142 -1.67617046
#> [76,] -0.960366071 -1.083451512 0.82372666 -1.33642743 -1.33394466
#> [77,] -0.001820873 -0.335919428 -0.42717609 -0.47168470 -0.52862577
#> [78,] -1.339005598 -1.306675774 0.14817453 -1.12912609 -1.39368367
#> [79,] 0.281247608 0.308490502 -0.87646675 0.07367728 -0.55965300
#> [80,] 1.182288194 1.092881508 -0.33343920 0.62496216 0.18361141
#> [81,] 0.798789122 0.578513171 -0.57586221 -0.05161474 -0.37117411
#> [82,] 1.267735189 0.791797949 -1.04131440 0.08916793 0.12804024
#> [83,] 0.932426602 0.616200384 -0.52414530 0.08825671 -0.60225757
#> [84,] 0.518150414 0.209095654 -0.19445000 -0.11494416 -0.35403967
#> [85,] 0.103064301 -0.225342660 0.92716048 -0.27759598 -0.25956868
#> [86,] -0.574842189 -0.637831278 0.60069749 -0.63114727 -0.63328481
#> [87,] -0.922299637 -0.658952683 -0.90878982 -1.10862376 -1.07368634
#> [88,] -1.611140103 -1.811518771 -0.53707453 -1.89226838 -1.87113265
#> [89,] -1.691322592 -0.728114931 1.50251110 0.30877066 -1.02691394
#> [90,] -1.366543019 -1.054461348 0.73645438 -0.27850719 -1.27327946
#> [91,] -0.280029809 -0.213746594 -0.46596378 0.50149257 -0.57447198
#> [92,] -0.371551234 -0.728529076 2.37523396 0.68783597 -1.43397277
#> [93,] -0.278004998 -0.353313526 1.69644952 1.20722833 0.26511580
#> [94,] 0.485753449 0.099347176 1.08877583 1.26053439 0.73608148
#> [95,] 0.506811476 0.892021087 3.38048139 1.57854831 2.05960154
#> [96,] 0.183246789 0.525088441 0.56837442 0.34385243 1.13387845
#> [97,] 0.028551282 -1.222190153 1.08554352 0.26457675 0.95975544
#> [98,] -0.689851414 -0.671791184 2.82775692 -0.15731564 -0.33273739
#> [99,] -0.344013814 -0.837449263 -0.21707615 -1.71594834 -1.88270998
#> [100,] -2.521899779 -1.491384532 -0.92495135 -1.00611211 -0.82083751
#> [101,] -1.532172502 -1.839680645 -0.74717447 -0.84938319 -1.28717226
#> [102,] -0.254922161 0.351147457 0.04797301 0.22402770 -0.69997021
#> [103,] -1.271781896 -0.231140692 -1.24818204 0.16662118 -0.20955462
#> [104,] 0.904889182 0.913142492 -0.41101456 1.48651563 2.12628695
#> [105,] 1.021923218 1.252741555 -0.36252996 1.90248513 1.96466746
#> [106,] 0.697143645 1.123528253 -0.75687139 1.90248513 2.12119293
#> [107,] 1.268140151 1.244458651 0.47140521 1.60360672 1.75442319
#> [108,] -1.534602274 -2.559050855 -1.00899133 -1.50272411 -0.33829450
#> [109,] -0.886662976 0.035568816 -0.64374065 0.72018409 1.39089511
#> [110,] -1.160417329 -1.021743877 -0.76656832 -0.11403294 1.03894436
#> [111,] -0.082408323 1.213811906 0.65564671 1.90248513 1.60345485
#> [112,] 1.143411836 1.003840291 -0.36252996 0.19714687 -1.33440775
#> [113,] 1.285553520 1.059335747 0.11261915 0.34658607 -1.09221006
#> [114,] 0.642068805 -0.219544627 0.02211456 -0.94323830 -0.73192363
#> [115,] 0.976972429 0.909415185 0.24191143 0.86461162 0.32717027
#> [116,] -0.297848139 -0.501577507 -0.04899619 -0.83115889 -2.12259220
#> [117,] 0.290966698 -0.688356992 -0.91848674 -0.86578505 -0.56335775
#> [118,] 0.216453678 -0.896672027 0.16756837 -1.32412603 -0.82685772
#> [119,] 0.744524206 0.651402726 -0.18475308 0.23724031 0.13220808
#> [120,] 1.116279378 1.104477574 -0.05546080 0.45866548 0.48276955
#> [121,] 0.408405695 1.364974904 0.14494222 1.90248513 1.39876770
#> [122,] 1.034477042 0.874626989 0.44554676 0.11377072 0.15628892
#> [123,] 1.261660758 1.022890970 0.90776664 0.29965852 0.37533196
#> [124,] 1.212660349 0.768605818 0.33564833 -0.44480387 -0.86251589
#> [125,] 1.211040500 1.101992703 -0.06515773 0.10192493 -0.06090174
#> [126,] 0.349686196 0.686605068 0.03181148 1.25415589 1.94845920
#> [127,] 1.285553520 1.442420056 -0.49505454 0.52153929 -0.04284111
#> [128,] 1.251131744 1.200973405 -0.38515611 0.52700658 0.51009205
#> [129,] 1.192007284 1.082527878 -0.06839003 0.54568648 0.66430205
#> [130,] 1.121543885 0.993486661 -0.29788382 0.47278931 -0.07618381
#> [131,] 1.285553520 1.123528253 -0.42394379 0.26639918 -0.55965300
#> [132,] 1.071328589 0.792626239 0.33241602 0.19486883 -0.40961084
#> [133,] 1.179858422 0.879182586 0.06736686 0.14885249 -0.35357658
#> [134,] 1.211850425 0.977749143 -0.11041002 0.25364218 -0.49481997
#> [135,] 1.285553520 0.651402726 0.28069911 -0.20652123 0.65133544
#> [136,] 1.285553520 0.737544928 -0.75363909 0.17072164 0.45174232
#> [137,] 1.285553520 0.955385302 -0.71485141 0.52609536 1.22788635
#> [138,] 0.595903130 0.293581275 0.28716372 0.59990375 0.84629763
#> [139,] 0.314859459 0.331268488 -0.85707291 1.15437788 1.18389250
#> V32 V33 V34 V35 V36
#> [1,] -0.72852397 -1.09208261 -0.74165943 -1.01298649 0.083257531
#> [2,] 1.35425412 0.86355765 -0.26561754 -0.04008655 -0.339502939
#> [3,] 0.46244770 -0.66795076 -1.30170872 -0.77591793 0.082896198
#> [4,] 0.13957680 -0.47030627 -0.80054697 -0.97586412 -0.395871001
#> [5,] -1.82988830 -1.56207933 -0.05601085 -0.14557286 -1.048439727
#> [6,] 0.21401253 -0.56392735 -1.57967436 -1.40332262 -1.027482370
#> [7,] 1.29214532 1.63758645 0.78776929 0.35245487 0.197800325
#> [8,] -0.90441987 -0.69821212 -0.61811915 -0.47967413 -0.452961731
#> [9,] -1.54020530 -1.21832921 -0.73754142 -0.57817703 -0.109333349
#> [10,] 0.42262222 -0.21261189 -0.22279024 1.22758701 1.376470969
#> [11,] -0.38763678 0.02191363 -0.43651493 -0.38153877 0.056880169
#> [12,] -0.38858500 1.16144289 1.87574739 1.38747045 1.300952219
#> [13,] 1.35994347 1.12408903 0.79929971 0.80012851 0.730044917
#> [14,] 1.65816050 1.14489371 1.15303673 1.24155384 1.523895133
#> [15,] 0.72605449 1.37800074 0.86148166 0.61120877 1.290473540
#> [16,] 1.46377420 1.40353376 0.82771398 0.59466910 0.652358164
#> [17,] 1.31158395 1.77518106 2.17965649 2.18247709 1.809710118
#> [18,] 2.09529262 2.56008503 2.26695829 1.40768560 0.489757983
#> [19,] -1.93419314 -1.72898963 -0.48593104 -0.16652311 -0.753591399
#> [20,] 0.23676995 -0.45564842 -0.43898574 -0.43593590 -0.623511254
#> [21,] -1.15759617 -0.97718402 -0.32985848 -0.02869255 0.406651224
#> [22,] -0.29328830 -0.43673508 -1.00850645 -0.52745539 -0.273378865
#> [23,] 0.86876248 1.80355108 2.01658332 1.68518445 0.991289208
#> [24,] 0.48141222 0.67253283 1.11885725 1.01551173 0.430137917
#> [25,] 0.33064431 0.15856258 0.45832853 0.39876594 -0.008159904
#> [26,] -0.54788695 0.50231269 1.89386663 1.65798589 0.999599884
#> [27,] 1.43390509 1.20021526 1.42811976 1.82117726 2.185497202
#> [28,] 1.05082185 1.53829137 1.90704426 2.15270569 2.157313171
#> [29,] 1.30731694 1.76761572 1.60931218 1.32829520 1.270600185
#> [30,] 0.54067634 0.59640660 1.16168455 1.18936200 1.109445339
#> [31,] 0.70234884 1.40826210 0.98708095 0.67626479 0.520832685
#> [32,] 0.02294502 0.51602487 0.48015398 0.47558350 0.476749969
#> [33,] 2.11283480 1.95864054 1.09744360 1.58704909 2.185497202
#> [34,] -0.72899808 -1.07269643 -1.42236640 -1.06260549 -0.648443282
#> [35,] 0.24814866 -0.29819480 -0.75936687 -0.99240379 -0.660728629
#> [36,] -0.07614458 -0.66038542 -0.98750460 -1.20999229 -0.597856559
#> [37,] 0.75260481 0.61201011 0.75153080 0.81336025 0.544680711
#> [38,] 0.30551632 0.22806913 0.35084848 0.41714335 0.404483222
#> [39,] 0.20879729 0.12735555 0.41879564 0.59099362 0.481447307
#> [40,] 1.10297427 1.08626233 1.15797834 1.18642162 0.985869202
#> [41,] 0.80286078 0.55527007 0.56580858 0.51491115 0.564915400
#> [42,] 0.71372755 1.16806257 1.95810758 2.18247709 2.010973008
#> [43,] 0.42309633 0.77561058 1.77114995 1.99171960 2.078903750
#> [44,] 0.84221216 1.06451198 1.89633744 2.14020905 1.949907607
#> [45,] 0.42167399 1.09099067 1.88027720 2.00531888 2.042770377
#> [46,] 2.06305294 1.59266725 0.99037535 0.50903038 0.231765697
#> [47,] -1.15143270 -1.26419408 -0.84419787 -0.35360511 -0.580873874
#> [48,] -1.45723554 -1.14929549 -0.80960659 -0.62559074 -0.804539456
#> [49,] -1.15190681 -1.12234397 -0.78860474 -0.33633035 -0.608335238
#> [50,] -1.64213958 -1.39706036 -1.05421635 -0.77555038 -0.782136764
#> [51,] -0.72283462 -1.20461703 -0.83596185 -0.54877318 -0.605444568
#> [52,] 0.06039994 -0.12419199 -0.47028261 -0.58920348 -0.940762274
#> [53,] -0.22596427 -0.43153390 -0.39945284 -0.67631239 -1.162982521
#> [54,] -0.50900969 -0.68308144 -0.53328815 -0.85273550 -1.229467928
#> [55,] -0.11786652 -0.08872946 -0.06177607 -0.85714607 -0.714206022
#> [56,] -0.75222962 -0.31001564 0.26519389 -0.42417436 -1.103001121
#> [57,] -0.20320685 -0.25894960 -0.27220635 -0.91227829 -0.914023577
#> [58,] -0.55262807 -0.15350768 -0.10213256 -0.64249796 -1.053498399
#> [59,] -1.37094699 -1.24149806 -1.46354649 -0.03494087 1.154612056
#> [60,] -0.98786374 -0.71617980 -0.88331896 0.45683855 1.249281495
#> [61,] -1.16613020 -1.11194163 -1.39065773 -0.12388752 0.683432865
#> [62,] -1.26284924 -1.17388284 -1.24982180 0.19881975 0.975029190
#> [63,] 1.08021685 -0.65754842 0.10335611 1.64181377 1.166536069
#> [64,] 0.26806140 -1.36207066 -0.56623223 0.37561041 0.301864441
#> [65,] -0.36345702 0.85220964 0.39861739 -0.54252486 -1.096858447
#> [66,] -1.07604875 0.17889443 0.13877099 -0.64874627 -0.258925516
#> [67,] 0.07367510 0.60822744 0.65269858 0.84276410 1.304926890
#> [68,] -0.25820395 0.17369326 -0.06918848 -0.68660373 -0.771658086
#> [69,] -1.22918722 -0.87978027 -0.90020280 -0.51275346 -0.943652944
#> [70,] -0.65408824 -0.42302290 0.12312256 0.36164358 -0.411047018
#> [71,] 0.06087405 -0.16769269 0.37390934 0.28335582 -0.159197405
#> [72,] -0.73658389 -0.64714608 -0.05930526 -0.14777815 -0.281689541
#> [73,] -0.61141808 -0.28448262 -0.15072507 0.14956830 0.298251104
#> [74,] -1.55774748 -1.24528073 -0.62759057 -0.07353343 0.002318775
#> [75,] -1.65446652 -1.31620579 -0.72065758 0.13670411 0.387139203
#> [76,] -1.31452755 -0.33838566 -0.08030711 -0.43924383 -0.560277851
#> [77,] -0.92480672 -1.51526879 -1.13328213 -0.55538905 -0.235077489
#> [78,] -1.63645023 -0.53224749 -0.04200962 0.08083679 0.211892341
#> [79,] -0.93571132 -1.00791821 -1.30706213 -1.00673817 -0.942207609
#> [80,] -0.62943437 -0.83627957 -0.89484938 -0.68844147 -0.873915533
#> [81,] -0.76977179 -0.55778051 -0.85490469 -1.06481078 -1.360993408
#> [82,] 0.18177285 -0.36297302 -1.06080517 -1.14530382 -0.845008834
#> [83,] -0.56116211 -0.95212383 -1.61838365 -1.08245309 -0.781775430
#> [84,] -0.54267170 -1.06796809 -1.37706829 -1.19565791 -0.876806203
#> [85,] -0.64223542 -1.34552148 -1.27494166 -0.82406674 -0.878974205
#> [86,] -0.90536809 -1.33133647 -0.98791640 -1.04128769 -0.854042177
#> [87,] -1.66205232 -1.80464302 -1.12792872 -0.81892107 -0.651695286
#> [88,] -1.47999296 -0.98427652 -1.24282119 -0.87662612 -1.052414398
#> [89,] -0.56305856 0.50893236 1.02331943 1.67746594 1.660479285
#> [90,] -0.54456815 0.23043330 0.81288915 0.97140595 1.236996148
#> [91,] -0.08562684 1.65366280 1.87821820 2.18247709 1.900766219
#> [92,] -0.80295970 0.90705835 1.86915858 1.67562820 1.961470286
#> [93,] 0.45486190 0.37464759 0.86930588 1.63005223 1.609531228
#> [94,] 0.41977754 -0.55588917 -0.15607848 -0.46350201 -1.111673131
#> [95,] 1.66479809 0.03231597 -0.03871521 0.32709405 -0.809236794
#> [96,] 1.03470201 0.28811902 0.74947180 0.91517108 0.022553464
#> [97,] 1.76293946 1.11746936 0.45791673 -0.40506185 -1.173461199
#> [98,] -1.52076667 -1.63016738 -1.32394597 -1.37796179 -1.067229081
#> [99,] -1.06040302 -0.93888448 -0.06795308 -0.27384717 -0.804178122
#> [100,] 0.17608349 -0.16911119 -0.94591270 -1.36730290 -0.528480482
#> [101,] -0.44547855 -0.05042993 -0.71818678 -0.81414294 -0.069225305
#> [102,] -0.75222962 0.01056562 -0.14454806 -0.60317030 -1.086741103
#> [103,] -0.41181654 0.06636000 -0.11448659 -0.35617795 -0.655308623
#> [104,] 2.28636013 1.64562462 1.02990824 0.93428359 1.059581284
#> [105,] 1.89379463 1.56571572 1.19339322 1.27794110 1.459216395
#> [106,] 1.62544671 1.00162510 0.75935502 1.01918721 1.380084307
#> [107,] 1.52019364 1.21581877 0.92572261 0.85121771 0.967441181
#> [108,] 0.20595261 0.52737288 0.74906000 0.43588830 -0.063082631
#> [109,] 1.86629608 2.69815248 2.22124839 0.98978336 -0.016831913
#> [110,] 1.92745665 2.42627309 1.88768962 0.95964441 0.268260404
#> [111,] 0.85975434 0.45219232 -0.05354005 -0.42674719 -0.702643342
#> [112,] -0.72947220 -0.30670580 0.35826090 1.38967574 1.954604945
#> [113,] -1.29793360 -0.74927816 0.29278455 1.14746151 1.538348483
#> [114,] 0.07367510 1.04087030 1.13615289 0.58952343 0.446759269
#> [115,] 0.33491133 1.19643259 0.85571644 0.36458396 -0.134988045
#> [116,] -1.24767763 -0.99657020 -1.11433929 -0.84722227 -0.911855575
#> [117,] 0.09026905 -0.02300557 -0.43116152 -1.21660816 -0.385392323
#> [118,] -0.37625807 -0.39890838 -0.52669934 -1.17544277 -0.082233319
#> [119,] -0.20273273 -0.81831189 -0.51393351 -0.17424162 0.124449577
#> [120,] 0.47240407 0.36140824 0.13753559 -0.61052127 -0.920166251
#> [121,] 0.50938488 0.52737288 0.34837768 -0.35066473 -0.381056318
#> [122,] 1.14090330 0.79594243 -0.36980318 -1.30334952 -0.287109547
#> [123,] 0.91238087 0.32074454 -0.57117384 -1.38273992 -0.215204134
#> [124,] -0.81007139 -0.90389479 -0.50693289 -0.87736122 -0.287470881
#> [125,] 0.42072576 0.13823073 -0.50816829 -1.20852210 -0.615200579
#> [126,] 1.19732274 0.26353166 -0.30185602 -0.97623167 -1.013390355
#> [127,] 0.25431213 0.50373119 -0.12354621 -0.81377539 -1.012667687
#> [128,] 0.27754366 -0.17620370 -0.25449891 -0.69064676 -0.977979649
#> [129,] 0.27754366 -0.18471470 -0.46657640 -0.91779152 -1.071926420
#> [130,] -0.57064437 -0.55730767 -0.89484938 -1.11847280 -1.313297355
#> [131,] -0.74701437 -1.06560392 -1.02497848 -0.84281170 -1.015919691
#> [132,] -0.60430638 -0.77339268 -0.80137057 -0.90933791 -1.225131923
#> [133,] -0.62516735 -0.67362477 -0.87508294 -1.04974130 -1.329918707
#> [134,] -0.58866066 -0.68970112 -0.71200976 -0.63992512 -0.972559643
#> [135,] 0.95836982 0.31459770 -0.81001839 -1.12913170 -1.271021308
#> [136,] 0.50416964 -0.06319644 -1.09951446 -1.18095599 -1.208149238
#> [137,] 1.33766017 0.42713213 -0.97020896 -1.08943650 -0.905351568
#> [138,] 0.22633946 -0.80838238 -1.30665033 -1.20778700 -1.296314669
#> [139,] 0.03953897 -1.21927488 -1.06780578 -0.88985786 -0.752507398
#> V37 V38 V39 V4 V40
#> [1,] 0.067777431 -1.048920708 -0.66986427 0.5732380641 -0.627733753
#> [2,] 0.706486674 2.445557601 3.21772703 -0.7627684488 3.220477338
#> [3,] 0.380026259 -0.075854684 -0.19076483 -0.2410634262 -0.381773339
#> [4,] 0.056408162 0.348059727 0.40374520 -0.8483391139 0.081273876
#> [5,] -0.711829528 0.245347203 0.51721612 -0.4480892288 -0.319748539
#> [6,] -0.842170067 -0.907465740 -1.22461099 -1.1354148935 -1.439403120
#> [7,] 0.113254503 0.403470432 0.58461979 -0.4011633802 0.323491414
#> [8,] 0.132338632 0.536366023 0.34846450 -0.4646512930 -0.332581256
#> [9,] -0.116161086 -0.809258150 -1.08252988 -0.6385529672 -1.098801416
#> [10,] 0.077116472 -1.224613184 0.22432537 0.0211692571 1.588048762
#> [11,] 0.744248886 0.334995415 1.10445238 -0.0892445043 1.002021340
#> [12,] 0.861189929 0.598083636 -0.95499632 -0.0340376236 1.573611955
#> [13,] 0.831142578 0.836394714 -0.14421266 -0.5612633343 -0.859792057
#> [14,] 2.129269374 2.979842927 2.68237705 -0.3017909950 2.094406398
#> [15,] 2.048060315 2.642873767 3.14595910 -0.5088167976 3.289987890
#> [16,] 0.672378869 0.129119872 -0.75278532 -1.1188528293 -1.218038747
#> [17,] 0.750339565 -0.156943519 -0.42837487 -0.8510994579 -0.407438773
#> [18,] -0.385775160 -0.645278505 -0.89583627 -1.1574976458 -0.020853166
#> [19,] -1.296128702 -0.850703555 -0.39588534 1.5697222608 -0.622386788
#> [20,] -1.167006300 -1.253444770 -1.05343477 -0.2410634262 -1.357059851
#> [21,] 0.757648380 -0.015038057 -0.24168127 -0.3045513390 -0.463047215
#> [22,] -0.925815397 -1.052975150 -0.74696630 -0.1361703529 -0.659815546
#> [23,] 0.145738126 -0.457422703 -0.26010817 -0.3376754674 0.276972814
#> [24,] -0.372781710 -0.913322155 -0.81000570 -0.0009134951 -0.266278883
#> [25,] -0.970074334 -1.339939528 -1.14556928 -0.7600081048 -1.076344161
#> [26,] -0.090174188 -0.106037750 -0.25186456 0.0653347617 -0.291944318
#> [27,] 2.214944930 1.803153828 1.30617846 -0.5391805820 0.488177953
#> [28,] 2.335134336 2.253647358 1.64077220 -0.3928823481 0.894012636
#> [29,] 1.049594945 -0.745738562 -0.14809200 0.3386088212 0.994000892
#> [30,] 0.730849391 -0.884941063 0.73542943 1.1253068711 1.746318942
#> [31,] 0.498997530 0.313371726 0.44787278 -0.7075615681 1.528697445
#> [32,] 0.240346679 -0.427690130 -0.97778749 -0.0809634722 0.374822284
#> [33,] 2.366805869 2.018489735 1.17622031 -0.5778253985 0.179658042
#> [34,] -0.589609896 -0.274522330 -0.44243751 -0.6937598479 -0.908984140
#> [35,] -0.516927789 -0.320923164 -0.17282285 -0.9394304671 -0.579611063
#> [36,] -0.490940890 -0.128111933 0.04393571 -0.6026684948 -0.494059615
#> [37,] 0.453926502 0.261114476 -0.55008941 -1.0608856046 -0.798301953
#> [38,] 0.369063037 0.053887453 -0.66743968 -0.8455787699 -0.670509477
#> [39,] 0.599290717 0.160654419 -0.45553031 -0.5308995499 -1.043192975
#> [40,] 0.913163727 0.681875433 0.10552035 -0.1002858804 -0.415993918
#> [41,] 0.362566312 0.036318205 0.07884983 -1.1685390220 -0.155596697
#> [42,] 1.945330857 1.661248366 1.68538469 0.0349709773 1.701404431
#> [43,] 1.663941470 1.318873284 1.23101610 -0.5419409260 1.606228445
#> [44,] 1.336668965 1.057587037 1.28532696 -1.0967700771 1.881597170
#> [45,] 1.642015024 1.525649814 1.55639638 -0.5198581737 1.912074873
#> [46,] 0.410479656 -0.629961725 -1.22315623 -0.2079392978 -0.882784009
#> [47,] -1.059810343 -1.352553347 -1.30607729 -0.9449511551 -0.990792712
#> [48,] -1.250245585 -1.245335887 -0.66646984 -1.0305218202 -0.370010015
#> [49,] -1.166600255 -1.188123208 -0.99669931 -0.2603858344 -0.628268450
#> [50,] -1.315212831 -1.031351460 -0.70768791 -0.7462063846 -0.354503815
#> [51,] -0.616814930 -0.803852228 -1.38220949 -0.2852289308 -1.618526466
#> [52,] -0.457645176 -0.509229459 -0.78721454 -0.6689167516 -0.887061581
#> [53,] -0.396332337 -0.674560585 -1.21685229 -0.1140876006 -1.113238223
#> [54,] -1.005400274 -1.005222835 -1.14750895 0.1591864589 -0.712750505
#> [55,] -0.527078921 -0.921881532 -0.79448831 0.0211692571 0.003742876
#> [56,] -0.659855731 -0.756099914 -1.36475242 -0.9697942514 -0.993466195
#> [57,] -0.624529791 -0.684471442 -1.07574102 -0.6771977837 -0.399953022
#> [58,] -0.956674839 -1.135865959 -0.31635871 -0.3625185637 0.018714379
#> [59,] 1.482439225 0.055689427 -1.27649726 0.9458845089 -0.242752235
#> [60,] 1.667595878 0.467891006 -0.87546970 -0.7682891369 0.194629545
#> [61,] 0.470574359 -0.467784055 -1.07768069 0.2171536836 0.053469655
#> [62,] 1.118622644 -0.549323383 -0.61603832 0.1039795782 0.964057885
#> [63,] 0.460017182 1.112997741 0.85908364 0.1012192341 -0.148645642
#> [64,] -0.938808846 -0.489407744 -0.20967665 -0.6551150314 0.368405925
#> [65,] -1.104881370 -0.494813666 0.12540201 -0.6992805360 -0.560896684
#> [66,] 0.329676643 0.989112020 1.59955413 -0.9394304671 1.181679382
#> [67,] 1.313524384 1.257155670 1.04626216 2.1769979485 1.324978058
#> [68,] -1.074021928 -0.575452008 0.01532552 0.8327104034 0.295687194
#> [69,] -1.053719664 -0.613743958 -0.69217052 2.0638238430 -1.559709845
#> [70,] -0.806844127 -0.338942905 -0.01134500 2.8063563885 -0.647517526
#> [71,] -0.547787231 0.289946062 0.22044603 -0.2631461785 -0.873694167
#> [72,] 0.382056486 0.445366330 -0.67956264 0.1095002663 0.124049600
#> [73,] 0.425503332 0.576009453 0.32567333 0.9293224447 0.594047870
#> [74,] -0.170571155 -0.488056263 0.01387076 1.5310774443 0.469463573
#> [75,] 0.313840877 0.534113555 0.34216056 5.8592968912 -0.130465959
#> [76,] -0.019928352 -0.032156812 0.26263393 -0.6965201920 0.867812505
#> [77,] -0.345170631 -0.560135228 -0.46328900 -0.2686668665 -0.535765946
#> [78,] 0.014585497 0.160203926 0.29948773 1.0010913896 0.187143794
#> [79,] -0.575804356 -0.063691359 0.34797958 0.9955707015 0.353969118
#> [80,] -1.200708059 -0.850253061 -0.71108234 -0.7489667286 -0.464116608
#> [81,] -0.960735292 -0.407868415 -0.76830272 0.7388587062 -1.091315664
#> [82,] -0.342734359 0.002080697 -0.09814540 -0.6578753755 -0.106404614
#> [83,] -0.525860785 -0.244339264 -0.47541197 -0.1113272565 -0.229384821
#> [84,] -0.423131326 -0.418680260 -0.60197568 -0.6468339993 -0.391397877
#> [85,] -1.076458200 -0.877282673 -0.59906617 1.1501499675 -0.590839691
#> [86,] -0.757306601 -0.878183660 -0.75375516 -0.7268839764 -0.274834028
#> [87,] -0.973322696 -0.663748740 0.08224426 0.7913052429 0.160408966
#> [88,] -0.449118225 -0.342997347 -0.47783656 1.4537878113 -1.050144030
#> [89,] 1.697237184 2.536557294 2.71826102 -0.3404358115 1.573077259
#> [90,] 1.497462901 1.985153214 1.72951227 0.3496501973 1.130883209
#> [91,] 2.321734842 2.665848937 1.98457938 0.9817689813 0.880645223
#> [92,] 1.891732878 2.745586292 1.69702274 1.9920548981 0.690827946
#> [93,] 1.929495090 2.590616518 2.17806185 2.0776255632 0.929302609
#> [94,] -0.141741940 0.383648716 -0.68877609 0.3496501973 0.320283235
#> [95,] -0.006528858 0.170114783 -0.18446089 3.2093666176 -1.452770534
#> [96,] -1.007024455 -0.063240865 -0.05547258 0.4020967340 -0.957106830
#> [97,] -1.095542329 0.250302632 1.36097424 1.7960704716 0.201580600
#> [98,] -0.766239597 -0.810609631 -0.10687394 2.8035960444 -0.500475973
#> [99,] -0.909167540 -0.548422396 -0.60827962 0.9293224447 -0.536835339
#> [100,] 0.068589521 0.057941894 -0.27514064 -0.1002858804 -0.740020029
#> [101,] 0.269175895 0.108397170 -0.34060463 -0.7048012241 -0.681203408
#> [102,] -1.346884364 -1.144875830 -1.35068979 0.1812692112 -1.076878857
#> [103,] -1.037883897 -0.900708337 -0.82358342 -0.0864841602 -1.148528196
#> [104,] 1.327735969 1.147235249 1.23780496 -0.6882391599 1.646330686
#> [105,] 1.626179258 1.157596600 0.73203500 0.6394863210 0.906845354
#> [106,] 1.793063873 1.820272582 1.49044747 0.0956985461 1.370961962
#> [107,] 0.939962716 0.531410594 -0.04480437 0.5511553119 0.542182305
#> [108,] -0.527484966 -0.750243498 -0.65143737 -1.1602579899 0.056677835
#> [109,] -0.982255692 0.109748650 1.52002750 -0.2631461785 2.658511261
#> [110,] -0.861660241 -0.737629679 0.18698665 0.0156485691 1.103613685
#> [111,] -0.126718264 0.636826080 1.41867954 0.1205416424 1.658628707
#> [112,] 1.838134900 1.271120970 0.62632278 -0.7903718892 -0.074857517
#> [113,] 1.570551053 1.401313600 0.72088188 0.3938157019 0.180727435
#> [114,] 0.565182912 0.225074994 0.26214901 0.4186587982 0.317609752
#> [115,] 0.057220253 0.192639460 0.06672687 0.5980811605 -0.199441814
#> [116,] -0.821867802 -0.133517856 0.20686831 0.4020967340 0.693501429
#> [117,] 0.164010165 -0.097027880 -0.17379268 -1.0167201000 -0.272695242
#> [118,] 0.398298298 0.046229063 -0.68101739 -0.4094444123 -1.070462499
#> [119,] 0.448647914 0.509336411 0.26360377 -0.4177254444 -0.049726779
#> [120,] -0.769894005 -0.740332640 0.05072456 -1.1188528293 0.468928877
#> [121,] -0.578240628 -1.092618580 -0.45310572 0.1923105873 0.044914510
#> [122,] -0.031703666 0.223273020 1.20967968 -0.1941375776 0.625594967
#> [123,] -0.203460824 0.336797389 1.48365861 0.5704777201 0.980098781
#> [124,] -0.730507612 0.002531190 1.34400210 0.6229242568 0.524002622
#> [125,] -0.838921705 0.257961022 1.40413199 -0.6192305590 1.097197326
#> [126,] -0.907543359 -0.705194145 0.18601681 -0.4425685408 1.275251279
#> [127,] -0.851915154 -0.934495351 -0.79448831 -0.6744374397 -0.274299332
#> [128,] -0.842982157 -0.792589889 -0.41964634 0.3165260689 -0.353434421
#> [129,] -0.596106620 -0.514635382 -0.23537733 -0.9753149395 -0.530418980
#> [130,] -1.182436021 -1.116494737 -1.04519116 -0.2935099629 -0.943204719
#> [131,] -1.188932746 -1.101177957 -1.26097987 -0.0864841602 -1.453305231
#> [132,] -1.104475325 -0.759253368 -0.97293831 -0.6385529672 -0.995604981
#> [133,] -1.253899992 -0.956569534 -1.04228165 -0.2272617060 -1.102544292
#> [134,] -1.208016874 -1.209296404 -0.86431657 -0.7075615681 -0.892408547
#> [135,] -0.795880904 -0.633565674 -0.65046753 1.0121327657 -1.088642182
#> [136,] -1.095948374 -0.889445998 -0.74939090 -0.8400580818 -1.039450099
#> [137,] -1.056561981 -0.876381686 -0.62670653 -0.5226185178 -1.507309583
#> [138,] -0.851103063 -0.703842664 -0.90795923 0.3496501973 -1.227128589
#> [139,] -0.411356013 -0.753396952 -1.09707743 -0.5778253985 -1.270439010
#> V41 V42 V43 V44 V45
#> [1,] -0.68846423 -1.342296937 -0.78067035 -0.3774015922 -0.9298546222
#> [2,] 1.85824324 1.427913437 0.60213541 0.8928112338 1.6633995491
#> [3,] -0.51379686 -0.176716673 -0.43974643 -1.0125080052 -0.8797400206
#> [4,] -0.09688590 -0.047694892 -1.29893585 -0.6921303102 -0.5268202912
#> [5,] -0.98797581 -0.332043866 -0.41528552 -0.5315379644 0.1465505524
#> [6,] -1.29206883 -0.817441343 -0.63084728 -0.5743087901 -1.1056086474
#> [7,] -0.51780562 -1.387391929 -1.24542761 -0.6671134121 -0.2861290358
#> [8,] -0.62661480 -0.859404738 -1.45716736 -1.4192343485 -0.7371604499
#> [9,] -1.04982524 -1.181959190 -0.78831438 -1.0302619329 -0.8896217730
#> [10,] 0.36297605 -0.259390824 -0.17373405 0.7709547301 -0.0009698945
#> [11,] 0.14650305 0.047505645 -0.05448711 0.1632862054 -0.5529363512
#> [12,] 2.54603179 2.036069502 0.77106856 -0.2361771675 0.3103053068
#> [13,] -0.50005254 -0.435386555 -0.16456120 -0.2563520853 -0.4131801384
#> [14,] 2.24881093 1.986590275 1.67841540 1.2454687973 -0.3150684536
#> [15,] 3.50412525 3.247371077 2.42905954 0.5990644303 1.7424535685
#> [16,] -1.27717915 -0.523071260 0.19929482 0.6386072692 0.2841892468
#> [17,] 0.25302151 0.685725037 -0.64766415 0.1067964355 -0.2515429023
#> [18,] 0.52332642 0.863599726 0.71297390 0.7281839044 0.5714659065
#> [19,] 0.17112829 -0.217427430 -0.53988327 -0.4330843654 -0.2698947283
#> [20,] -0.77093013 -1.091769207 -0.59568472 -0.1570914896 -0.5868166452
#> [21,] -0.47657267 -0.463570924 -1.21332267 -0.9584392254 -0.3941224730
#> [22,] -0.97480417 -1.123085174 -1.19727020 -0.9237383668 -0.6722232197
#> [23,] 0.22381484 -0.329538589 0.43855308 0.0882355111 -0.5472896355
#> [24,] -0.50520666 -0.528081815 0.24745223 -0.3588406678 -0.9623232373
#> [25,] -0.89921043 -0.606998050 0.17254070 -0.1135136671 -0.9051502411
#> [26,] -0.07684211 0.543550550 1.49801620 0.2940196729 -0.8331546163
#> [27,] 0.08179022 -0.247490757 0.38886686 0.1632862054 0.3194812197
#> [28,] 0.02337688 -0.599482218 -0.98323725 -1.1254875450 -0.2543662602
#> [29,] 1.34225866 1.313923320 1.20907171 1.4375340149 -0.2028399797
#> [30,] 0.85834416 0.283001711 -0.03461263 0.5748545289 -0.3983575098
#> [31,] 2.47387413 2.446934979 2.95420468 1.6070033246 0.8989754153
#> [32,] 0.70486594 1.466118916 1.37112523 0.3093526104 -0.2487195445
#> [33,] -0.16675285 -0.264401379 0.40186172 1.0227377045 0.7613367209
#> [34,] -0.78066569 -0.614513882 -0.50930714 -0.5420289216 -0.7272786975
#> [35,] -0.69705443 -0.058342321 0.09915797 -0.3225258157 -0.3327144401
#> [36,] -1.14832618 -0.414718017 -0.46955816 -0.3806295791 -0.5776407323
#> [37,] -0.59569009 -1.299080904 -1.27218173 -1.2989918383 -1.1190195971
#> [38,] -0.52066902 -1.055442687 -1.43117764 -1.2941498580 -0.9291487827
#> [39,] -1.02405464 -1.437497475 -1.03368787 -1.2207131571 -1.3357123109
#> [40,] -0.66441167 -1.072979628 -1.26606651 -1.0092800184 -1.1846626667
#> [41,] -0.21428528 -0.679651092 -0.62473205 -0.4879601419 -0.4322378038
#> [42,] 1.27468244 0.898673608 0.30096047 -0.3152628453 -0.3651830552
#> [43,] 1.47397504 1.307033808 0.75195847 -0.1449865389 -0.5677589798
#> [44,] 1.58908370 1.578856395 0.96446262 -0.0796198052 -0.3009516645
#> [45,] 1.80899277 1.521235017 1.05466222 0.1471462711 -0.2938932699
#> [46,] -0.66612971 -0.671508940 0.13584933 1.4125171168 1.2815404019
#> [47,] -0.36375473 -0.508039596 -0.63849131 -0.9310013372 -0.7752757807
#> [48,] 0.06174643 0.197195964 -0.11258177 -0.4968371057 -0.5903458425
#> [49,] -0.14728173 -0.137258556 -0.33578757 -0.9261593569 -0.7110443900
#> [50,] 0.15681129 0.121411325 -0.39770424 -1.1295225286 -0.8331546163
#> [51,] -1.36766258 -1.527061138 -1.39525068 -1.3433766575 -1.1077261657
#> [52,] -1.16321586 -1.351065408 -1.19803460 -0.6727623891 -0.5543480301
#> [53,] -1.24969052 -1.519545307 -1.16898727 -0.5137840367 -0.4167093357
#> [54,] -0.92326298 -1.207011963 -1.56265503 -0.6679204088 -0.5741115350
#> [55,] -0.52009634 -0.420981210 -0.87927839 -0.7800929519 0.0053826606
#> [56,] -0.74172346 -0.335175463 -0.55134933 -0.9075984325 0.1966651539
#> [57,] -0.36375473 -0.436639193 -1.30887310 -0.3951555199 -0.1901348694
#> [58,] -0.13010134 -0.007610456 -0.54217649 -1.2199061604 -0.4999983918
#> [59,] 0.75812517 0.718919961 0.01354479 -0.0771988150 0.2601907052
#> [60,] 0.91962090 0.928110616 0.48288848 0.1124454125 0.4747659007
#> [61,] 0.63786240 0.155858888 -0.56434418 -0.2700710294 -0.1802531170
#> [62,] 1.17331809 0.823515289 -0.01550254 -0.5678528164 -0.1124925290
#> [63,] -1.30294975 -0.976526452 0.24057260 0.5780825158 0.0985534692
#> [64,] 0.03253975 -0.984042284 -0.54829171 -0.6469384943 -0.7265728581
#> [65,] -0.55846589 0.134564031 -0.16150359 -0.4613292503 -0.8416246898
#> [66,] -0.22802960 -0.286948875 -0.48484623 -0.9665091926 -0.9898509761
#> [67,] 2.07987036 1.297012699 1.00421160 0.5716265421 0.0307928811
#> [68,] 0.02051348 0.177780065 0.10756641 -0.1361095751 0.0872600378
#> [69,] -0.89520167 -0.595724302 -0.66753864 -0.3790155856 -0.8684465892
#> [70,] -1.11224735 -1.429981643 -1.25536486 -1.1085406140 -1.0823159452
#> [71,] -1.22048385 -0.833725646 -0.66524543 -1.3869544800 -0.9192670303
#> [72,] 1.90463031 1.078427254 -0.42751597 -0.5452569085 -0.9524414848
#> [73,] 0.68024071 0.617456231 1.10129083 0.5700125486 -0.4625889005
#> [74,] 0.84059108 0.802846751 0.72443995 0.3408254822 0.1147877767
#> [75,] 0.30456270 1.417892328 0.92471364 -0.5718878000 -0.0976699003
#> [76,] 0.67737731 0.585513945 -0.07818362 -0.5210470071 -0.6503421965
#> [77,] -0.29904190 0.090721678 0.13279172 -0.1377235685 -0.4816465659
#> [78,] 0.86120755 0.963810818 0.33000780 0.5748545289 0.3223045776
#> [79,] 0.21866072 0.581129710 0.42861584 -0.2555450886 -0.2847173569
#> [80,] -0.89004755 -1.046047897 -0.34343160 -0.3257538026 -0.0404969042
#> [81,] -0.41930468 -0.434133916 -0.40917029 -0.5856067441 -0.3969458308
#> [82,] 0.05831035 -0.031410590 -0.28075052 -0.0215160419 -0.2211918056
#> [83,] 0.27879211 -0.112832102 -0.42445836 0.0519206590 -0.4661180978
#> [84,] -0.26754451 -0.516808067 -0.26393365 -0.2652290491 -0.5783465717
#> [85,] -0.05622563 0.095732233 -0.83417858 -0.7712159881 -0.4435312351
#> [86,] -0.36776349 -0.931431460 -1.18733296 -0.0029551175 -0.3101275774
#> [87,] -0.29045170 -0.958989511 0.18553555 0.3965082554 -0.3849465600
#> [88,] -1.01546445 0.065668905 -0.02849740 -1.4854080789 0.0202052893
#> [89,] -0.03789987 -1.139995795 -0.95189671 0.4828569037 2.3120660116
#> [90,] -0.06538851 -0.739777747 -0.30826904 0.1092174256 1.6111674292
#> [91,] -0.45194743 -0.444781345 -0.57581023 0.6265023185 1.7191608663
#> [92,] 1.30961591 0.678209205 -0.66142342 -0.5218540038 0.5107637130
#> [93,] 0.48552955 1.091579960 1.65395449 1.9330299966 2.5958134740
#> [94,] 1.00265949 -0.696561713 0.05482257 0.8928112338 0.2305454479
#> [95,] 1.40582613 2.646730844 1.42616228 0.7806386907 2.7503923155
#> [96,] 1.27869119 3.295597665 3.89442086 2.7537456536 2.7666266231
#> [97,] 0.60006552 1.303902211 1.66618494 1.6691420715 2.4701740504
#> [98,] -0.81388112 0.105753342 0.59678458 -0.5500988888 -0.9242079065
#> [99,] 0.45689555 -0.440397109 -1.25689367 -0.9447202813 0.3173637014
#> [100,] -0.73141522 -1.165048568 -1.40060151 -1.0351039132 -1.0209079123
#> [101,] -1.04810720 -0.242480203 -0.32967234 -0.8034958566 -0.8853867363
#> [102,] -0.47599999 -0.494260571 -1.21408708 -0.4790831780 -0.1858998327
#> [103,] -0.70564462 -0.516181748 -0.84793785 -0.2579660787 0.0434979914
#> [104,] 1.69789287 1.127906481 1.90238559 2.9587228186 2.1701922805
#> [105,] 0.83830036 0.769025507 1.84581974 2.6496430776 1.7975090463
#> [106,] 0.89155959 0.397618148 1.04931140 2.3034414878 1.7184550269
#> [107,] 0.82971016 0.817252095 1.35965918 1.9862917797 1.4234141331
#> [108,] -0.17247965 -0.189869379 0.21687609 0.1834611232 -0.1513136992
#> [109,] 2.74188831 1.685330680 0.14655098 -0.3007369045 0.6180513108
#> [110,] 1.31763343 0.611193038 -0.13933589 -1.0326829230 -1.0893743398
#> [111,] 1.20080673 0.479665979 0.18324234 0.8403564474 1.6542236361
#> [112,] -0.11578434 -0.303859496 0.54939157 1.2890466198 0.7394556977
#> [113,] 0.36183069 0.284880669 0.84215808 1.2616087315 0.6406381734
#> [114,] -0.15529925 -0.710967058 -0.41834313 0.1382693073 -0.2550720996
#> [115,] 0.44200588 0.693867188 0.78788543 0.0002728694 -0.6404604441
#> [116,] 0.56284133 0.054395158 -0.90526810 -0.9221243734 -0.5204677361
#> [117,] -1.33731054 -0.533718689 0.79247186 2.0581144871 1.7135141507
#> [118,] -0.94846090 -0.065858153 1.55840406 2.1226742241 0.9349732277
#> [119,] -0.54701230 -0.965879023 -0.33502316 -0.4242074016 -0.9023268833
#> [120,] 0.07606343 -0.407828504 -0.92972901 -1.4854080789 -1.1578407673
#> [121,] 0.33090598 0.723930516 0.62506751 -0.9439132846 -0.5402312410
#> [122,] 0.10011598 1.043979691 1.43686392 2.2074088790 2.2203068820
#> [123,] -0.15071781 1.234380766 1.82212324 2.2800385831 2.3685331683
#> [124,] -0.97079541 0.579250752 1.70669832 2.1638310565 1.1142564502
#> [125,] -0.31794034 1.029574347 1.05084021 1.7966475521 2.0847857059
#> [126,] 1.78207682 1.472382110 2.36179204 2.3655802347 3.5966938265
#> [127,] 0.12989534 1.118511691 1.04166736 -0.6671134121 -0.3383611558
#> [128,] -0.25150947 -0.006984136 -0.94654588 -0.7574970440 -0.3454195504
#> [129,] -0.25093679 0.267970047 -0.23717953 -0.8914584983 -0.9489122875
#> [130,] -1.26629824 -0.783620099 0.03647689 0.5587145947 0.5439381676
#> [131,] -1.31955747 -1.038532065 -0.39235342 0.1076034322 0.1867834015
#> [132,] -1.42607593 -0.875062721 -0.06977518 0.3004756466 0.0152644130
#> [133,] -1.44096560 -0.957736872 -0.27616410 -0.0336209925 -0.0426144226
#> [134,] -1.39629657 -1.413697341 -0.72334009 -0.2854039669 -0.2706005677
#> [135,] -0.67242919 -1.341044299 -1.36391014 -0.5686598132 -0.9178553514
#> [136,] -0.95934182 -1.058574283 -0.34037399 -0.6106236422 -0.7315137343
#> [137,] -0.79383733 -1.502008365 -1.44111489 -0.6348335436 -0.7258670186
#> [138,] -1.36537186 -0.851262587 -0.66524543 -0.4419613292 -0.4371786800
#> [139,] -1.16207050 -0.407202185 0.06323101 -0.1885643614 -0.3524779449
#> V46 V47 V48 V49 V5
#> [1,] -1.05699059 -0.7818133558 -0.25731493 -0.2834775850 0.944134173
#> [2,] 1.66280363 1.7969772502 1.11188963 0.4746013890 -1.019686865
#> [3,] -0.80085233 -0.9917572499 -1.33593291 -0.7823604393 -0.246608031
#> [4,] -0.35871830 -0.6689533434 -0.66446449 -0.6876005675 -0.660255407
#> [5,] 0.64297931 -0.0597519861 -1.05848019 -0.6290724114 0.893934249
#> [6,] -0.67475350 -0.3728475044 -0.63327158 -1.1669740364 -1.055830810
#> [7,] -0.67317726 -0.9371475665 -0.59879520 -0.7879345494 -0.808847183
#> [8,] -0.53840913 -0.3667797618 -0.74490936 -1.0499177242 -0.712463328
#> [9,] -0.69445644 0.0336912499 -0.33940153 -0.9997507333 -0.740575286
#> [10,] 0.02036632 -0.8437043304 -0.59222828 -1.0164730636 0.972246131
#> [11,] -0.64638126 -0.6713804405 -0.95340933 -0.1692083279 -0.232552052
#> [12,] 1.48153656 1.3698081710 -0.34432673 -0.8213792100 0.048567524
#> [13,] -0.13489287 -0.5160462299 -0.70058259 -0.5175902094 -0.604031492
#> [14,] -0.25862735 0.1599002961 0.49131490 0.1875347187 -0.511663631
#> [15,] 3.12318574 3.8308845706 3.29375157 4.0977729562 -0.122112219
#> [16,] 0.09760186 -0.1932423234 0.48638971 0.5387036552 -1.007638883
#> [17,] -0.08760580 0.5579442108 0.38460232 0.1568771131 -0.475519686
#> [18,] 0.37817176 -0.1592629648 -0.73177550 -0.4841455488 -1.164262647
#> [19,] -0.88439281 -0.8267146511 -0.69401566 -0.8130180449 0.903974234
#> [20,] 0.29384317 0.3552816079 -0.83192116 -0.4311915028 -0.166288152
#> [21,] 0.31827482 0.0446131866 -0.09149999 0.2181923243 -0.595999504
#> [22,] -0.46353795 -0.9080224020 -0.80729518 -1.1279552657 0.478278876
#> [23,] -0.71652374 -0.8606940097 -0.78266920 -0.9384355222 -0.063880307
#> [24,] -0.66923667 -0.6992920565 -0.72685031 -1.3648549451 -0.067896300
#> [25,] -0.75987021 -1.0378720937 -0.98131878 -0.6653041271 -1.069886789
#> [26,] -1.06960047 -0.4577959009 -0.24746454 -0.4005338972 -0.112072234
#> [27,] 0.28832634 -0.0949448932 -0.98296051 -0.9467966873 -1.188358611
#> [28,] 0.31039364 -0.0828094080 -0.33775980 -0.9328614121 -0.818887168
#> [29,] -0.86863045 -0.6204114026 -0.78923613 -0.0995319516 -0.435359746
#> [30,] -0.32167676 -0.1701849015 -0.34596846 -0.2472458694 1.721229001
#> [31,] 0.76750191 0.3734848357 0.14655116 -0.5398866498 -1.071894786
#> [32,] -0.33113418 -0.6349739849 -0.18015352 -0.5175902094 -0.762663253
#> [33,] 0.51136366 0.1720357813 0.29430705 0.1345806727 -0.688367365
#> [34,] -1.10821824 -0.8558398156 -0.68744874 -0.9802413480 -0.254640019
#> [35,] -0.20345911 -0.3012481417 -0.29999996 -0.5175902094 -0.555839565
#> [36,] -0.57466255 -0.0694603743 0.08416534 -0.2751164199 -1.236550538
#> [37,] -0.98290752 -1.1325288783 -0.85326368 -1.0917235500 -0.537767592
#> [38,] -0.81897904 -1.1252475871 -1.11594081 -1.1391034859 -0.704431340
#> [39,] -0.84419880 -0.9298662753 -0.99937783 -0.8882685313 -0.304839943
#> [40,] -0.95453528 -1.1762166250 -0.96818492 -1.1418905410 -0.091992264
#> [41,] -0.67554161 -0.6944378624 -0.55446844 -0.5705442554 -1.035750841
#> [42,] -0.45171619 -0.3582849222 -0.05866535 -0.4339785578 -0.923303010
#> [43,] -0.71258315 -0.3194513695 0.13341731 0.1457288929 -0.905231038
#> [44,] -0.81661468 -0.2951803991 0.13670077 0.0370337459 -0.818887168
#> [45,] -0.58569620 -0.4493010612 -0.24089761 0.1540900581 0.215231273
#> [46,] 0.68553767 -0.1180023151 -1.10773215 -0.9913895682 -0.646199428
#> [47,] -0.68893962 -1.0099604777 -0.70550779 -0.4284044477 -0.714471325
#> [48,] -0.28857582 -0.6871565712 -0.92878335 -0.6541559069 -0.995590901
#> [49,] -0.45644489 -0.9626320854 -0.76132668 -0.4869326038 -0.367087849
#> [50,] -0.49979137 -0.8898191742 -1.07489751 -0.6848135125 -0.206448092
#> [51,] -1.19727554 -1.0281637055 -1.05355499 -0.9161390818 -0.067896300
#> [52,] -0.76775139 -0.9080224020 -0.77774400 -0.7684251640 0.189127312
#> [53,] -0.90882446 -0.7623965795 -0.70550779 -0.8631850358 -0.112072234
#> [54,] -0.81897904 -0.2733365258 -0.36402752 -0.7015358428 0.163023351
#> [55,] 0.51293989 0.9171545729 0.98383453 0.7310104538 0.253383215
#> [56,] 0.93615910 0.8491958557 0.26803934 0.4300085082 -1.063862798
#> [57,] 0.12282162 0.7945861723 0.82786998 -0.0131332450 0.739318482
#> [58,] 0.51688048 1.2423855764 0.28774012 -0.2444588143 2.156964344
#> [59,] 0.26941152 0.9535610285 1.31710614 2.3837340994 -0.931334998
#> [60,] 0.98817487 1.4778139893 1.84246041 2.2722518973 -0.658247410
#> [61,] -0.64244067 0.0191286677 0.65384638 0.6613340775 0.835702337
#> [62,] 0.31669858 0.6659500291 1.02323610 1.1657910418 -0.975510932
#> [63,] -0.69682079 -0.8291417481 -0.90908257 -0.9440096323 0.721246509
#> [64,] -0.58648431 -0.7369120606 -1.15041718 -1.1056588253 2.030460535
#> [65,] -0.73937915 -0.5852184955 -0.74326763 -0.4646361634 -0.559855558
#> [66,] -0.92222246 -0.2235810364 0.09401574 -0.5398866498 -0.585959519
#> [67,] 0.70445249 0.7460442315 1.32531480 0.7003528482 2.126844389
#> [68,] 0.16301563 -0.4043997660 0.22371257 0.3631191869 -0.186368122
#> [69,] -1.11531130 -0.4602229979 -0.22448029 -1.0972976601 1.454165404
#> [70,] -0.78114939 -0.1131481210 0.39445271 0.7142881235 1.452157407
#> [71,] -0.86784234 -1.1046172623 -1.10937388 -0.9022038065 -0.136168198
#> [72,] -0.76302268 -0.6094894659 -1.03385421 -0.7405546135 -0.204440095
#> [73,] -0.33665100 0.1562596505 -0.18343699 -0.2082270986 0.245351227
#> [74,] -0.28621147 -0.0294132731 -0.57252749 -0.6067759710 1.932068683
#> [75,] -0.19321358 -0.7903081955 -0.13418502 -0.1162542819 5.044463989
#> [76,] -0.34137971 -0.6301197908 -1.03057074 -0.7433416686 0.253383215
#> [77,] -0.42649642 -0.2709094287 0.51101569 0.6055929764 1.012406070
#> [78,] -0.92616305 -0.4480875127 -0.58730308 -0.9300743570 -0.589975513
#> [79,] -0.27202535 -0.2612010405 -0.21955509 0.3854156274 0.811606373
#> [80,] -0.28936394 -0.4796397742 -0.66282276 -0.0521520158 1.397941489
#> [81,] -0.97502634 -0.9723404736 -0.48059049 -0.3113481356 1.307581625
#> [82,] -0.25862735 -0.1956694204 -0.25403147 -0.3475798512 -0.563871552
#> [83,] -0.61170408 -0.1264971548 0.07759842 0.3491839117 -0.166288152
#> [84,] -0.60303479 0.2060151398 0.10058267 0.2432758197 0.219247266
#> [85,] -0.08760580 -0.6677397949 -1.31130693 -1.1502517061 1.112805919
#> [86,] -0.68421091 -0.3340139518 0.04640551 0.4104991228 0.299567145
#> [87,] -0.36344700 0.2533435321 0.69324795 1.5559787491 0.705182534
#> [88,] -0.04819992 -0.8983140138 -0.44611412 0.0063761403 3.090682936
#> [89,] 2.11833566 1.4147094663 1.68977932 1.6200810152 -0.965470947
#> [90,] 1.20017853 0.1878119120 0.73921645 1.5225340884 -0.192392113
#> [91,] 1.22382206 0.4899854936 -0.56760229 -0.4925067139 0.070655491
#> [92,] 0.20636210 0.6368248646 2.72571227 1.7232020522 -0.622103465
#> [93,] 2.17586826 -0.2781907198 -0.17194486 -0.6597300170 1.130877891
#> [94,] -0.31379559 -0.8473449760 0.07267322 0.8731502614 -0.963462950
#> [95,] 3.26898752 1.7666385372 0.48803144 1.3162920146 1.968212629
#> [96,] 4.52997586 5.2762208585 4.00626330 3.0582014219 -0.156248167
#> [97,] 3.23509846 2.4522934513 2.60258236 2.1970014109 3.552522239
#> [98,] -0.63850008 -0.4480875127 -0.47730703 0.1513030030 1.146941867
#> [99,] 1.46262173 1.7229507905 0.33370862 1.1156240509 0.054591515
#> [100,] -0.88833340 -0.8242875541 -0.87296446 -1.1028717702 -0.573911537
#> [101,] -0.97817882 -0.6070623689 -0.18672045 -0.1552730527 -0.608047486
#> [102,] -0.38314994 -0.0767416654 -0.08164960 0.2377017096 0.562614749
#> [103,] -0.61406843 -0.5427442973 -0.24582281 -0.1719953830 -0.003640397
#> [104,] 1.96859330 2.3649179578 2.18886588 1.6005716299 0.022463563
#> [105,] 0.89044827 0.4450841984 0.75563377 1.1992357024 0.727270500
#> [106,] 0.67765649 -0.0561113406 1.23994473 1.1769392620 0.066639497
#> [107,] 1.12057864 1.1173900787 1.08233845 1.0403735645 0.142943382
#> [108,] -0.06869098 0.0009254399 -0.05045669 -0.3308575209 -0.587967516
#> [109,] 0.96137887 0.9838997415 0.99040146 1.9740370068 0.078687478
#> [110,] -0.59830608 -0.1483410281 0.22207084 0.7059269583 -0.389175816
#> [111,] 2.14197920 2.8357747838 2.55989733 2.0855192089 -0.449415725
#> [112,] 0.53737154 -0.3946913778 -0.88609832 -0.6179241912 -0.397207804
#> [113,] 0.13385527 -0.5827913985 -0.97803532 -0.6095630261 -0.571903540
#> [114,] -0.26256794 -0.3534307281 -0.08000786 -0.4339785578 -0.234560049
#> [115,] -0.58806055 -0.5742965588 -0.61192906 -0.7517028337 1.811588865
#> [116,] -0.56678137 -0.6750210860 -1.24399591 -1.1223811556 0.893934249
#> [117,] 0.81715333 0.1756764268 -0.64640543 -1.1112329354 -0.433351749
#> [118,] -0.09548698 -0.9517101487 -0.80893691 -0.5566089801 -1.059846804
#> [119,] -0.19715417 -0.4577959009 -1.39011007 -0.7739992741 -0.634151446
#> [120,] -0.67238914 -0.4772126772 -0.19985431 -0.3949597871 -0.927319004
#> [121,] -0.77090386 -0.4954159050 0.11535825 0.2154052692 -0.232552052
#> [122,] 0.32142729 0.4426571013 1.86872812 1.5141729233 -0.200424101
#> [123,] 0.52949036 0.2751874055 1.62411004 1.2159580328 0.349767070
#> [124,] -0.49191019 0.0640299629 1.45501164 1.6005716299 1.205173779
#> [125,] 0.28123328 -0.2842584624 0.76384243 1.1016887756 -0.545799580
#> [126,] 3.43606847 3.5129348582 3.05734215 2.9913121007 -0.029744358
#> [127,] -0.35635394 0.3771254812 0.79831880 0.5721483158 -0.981534922
#> [128,] 0.26704717 0.9462797374 0.97398414 0.0008020302 -0.503631643
#> [129,] 0.31196987 0.9256494125 0.30087398 -0.4869326038 -0.353031870
#> [130,] 0.58229425 0.7812371386 0.46997238 0.0983489570 0.108807433
#> [131,] 0.56810813 0.7181326155 0.32549996 0.1317936177 0.492334855
#> [132,] 0.34743517 0.4802771055 0.03655511 0.1067101222 -0.234560049
#> [133,] 0.39629847 0.6574551895 0.27953146 -0.0939578415 0.150975369
#> [134,] 0.08420386 0.0082067310 -0.29343304 -0.5287384296 -1.278718474
#> [135,] -0.75908209 -0.6471094701 0.23848816 0.6167411966 0.831686343
#> [136,] -0.36187077 0.4208132280 0.76220070 0.9679101332 -0.642183434
#> [137,] -0.62037338 -0.1398461885 0.17446061 0.0676913515 -0.726519307
#> [138,] -0.44068254 0.1016499671 0.09073227 -0.0605131809 -1.095990750
#> [139,] -0.05844545 -0.2223674879 -1.40816912 -0.9941766232 -1.001614892
#> V50 V51 V52 V53 V54
#> [1,] -1.043723031 -0.264672480 -0.482762677 -0.2239274675 -0.832723562
#> [2,] 0.701761726 0.742069458 -0.062724029 -1.0132450049 0.699375408
#> [3,] -1.156093294 0.004370624 -1.084439660 -0.7451748978 0.023449392
#> [4,] -0.893896013 -0.446927487 -0.925506117 -1.3408862468 -0.982929344
#> [5,] -0.167234977 -0.898225597 -0.516819865 0.2377488279 -0.877785297
#> [6,] -0.017407959 -0.325424149 -0.414648302 1.7717055515 1.134972174
#> [7,] -0.953826820 -0.811437499 -0.732515387 0.2377488279 -0.772641250
#> [8,] 0.124927708 0.282092538 0.073504722 2.3972024679 1.810898191
#> [9,] 0.492003901 0.160589200 0.561657745 0.3419983140 -0.231900437
#> [10,] -0.991283574 0.273413728 -0.766572575 -0.1345707652 1.360280846
#> [11,] -0.249639837 -0.672576542 -0.494115073 -0.7004965467 1.059869284
#> [12,] 2.012748131 2.347649273 2.491565047 0.8036746094 0.759457721
#> [13,] -0.159743626 -0.958977265 -0.482762677 -1.4004573817 -1.283340907
#> [14,] 0.259772024 -0.177884382 0.164323889 1.2802436886 -0.907826453
#> [15,] 4.335066905 2.087284978 0.527600557 0.6696395559 0.173655173
#> [16,] -0.249639837 -0.420891057 -0.403295906 -1.3111006793 -0.291982749
#> [17,] -0.504345767 0.125873961 -1.039030076 -0.7749604653 -0.307003327
#> [18,] -0.586750627 -0.724649400 -0.210305176 -0.5068903583 -0.607414890
#> [19,] -1.058705732 -0.603146063 -0.743867783 -1.3259934631 -0.291982749
#> [20,] 0.521969304 0.108516341 -0.278419551 0.2675343954 -0.892805875
#> [21,] 0.349668234 -0.325424149 -0.437353094 -0.0005357116 -1.012970500
#> [22,] -0.159743626 -0.863510357 1.242801499 0.1483921256 0.489087314
#> [23,] -0.212183082 -0.186563192 0.164323889 1.2951364723 0.624272517
#> [24,] -0.991283574 -1.037086554 -1.186611223 -1.0728161398 -0.652476625
#> [25,] -0.946335469 -0.056381045 -0.017314446 0.4462478001 -1.163176282
#> [26,] -0.339536047 1.254119236 -0.164895592 0.1186065581 -0.021612343
#> [27,] 1.368491955 -0.889546787 -0.414648302 -0.9238883025 0.744437143
#> [28,] 0.035031497 1.332228525 0.970343997 -0.1941419001 -0.712558937
#> [29,] 0.259772024 -0.776722259 -0.732515387 0.3717838815 1.210075065
#> [30,] -0.624207381 -0.742007020 0.459486182 0.3419983140 0.519128470
#> [31,] 0.514477954 -0.776722259 -1.345544765 -0.8792099514 -1.193217438
#> [32,] -0.976300873 -1.123874652 -0.380591114 0.2079632605 0.128593439
#> [33,] -1.238498154 -0.499000345 0.414076598 2.0546684423 -0.907826453
#> [34,] -1.163584645 -1.219341560 -0.846039346 -0.9834594374 -0.367085640
#> [35,] 0.432073094 -0.169205573 -0.936858513 -1.1323872747 -1.238279172
#> [36,] -0.601733328 -0.932940836 -0.880096534 -0.9387810863 -1.012970500
#> [37,] -0.953826820 -0.906904406 -1.050382472 0.3717838815 -0.051653499
#> [38,] -1.148601943 -1.184626320 -0.970915701 -0.4473192234 -1.103093969
#> [39,] -0.796508451 -1.132553462 -1.016325284 -0.2983913861 -0.021612343
#> [40,] -0.789017100 -0.941619646 -0.618991428 -0.7451748978 -1.223258594
#> [41,] -0.347027398 -1.097838222 -0.891448929 -1.2068511933 -1.253299750
#> [42,] 0.244789322 0.837536365 -0.948210909 -0.8345316002 -0.412147374
#> [43,] -0.099812819 -0.585788443 -0.959563305 1.0568519328 1.014807549
#> [44,] -0.092321468 -0.481642726 -1.004972888 1.2355653374 0.789498877
#> [45,] -0.189709030 -0.846152738 -0.403295906 0.8334601769 0.849581190
#> [46,] -0.099812819 -0.264672480 -1.118496847 -0.5515687094 0.248758064
#> [47,] -0.481871714 -0.637861302 0.152971493 -0.8941027351 -0.772641250
#> [48,] -0.751560346 -1.149911081 -0.653048616 -1.1770656258 -1.148155703
#> [49,] -1.088671136 -0.663897732 -0.085428821 -0.7302821141 -1.027991078
#> [50,] -0.789017100 -0.134490333 -0.596286636 -0.6111398443 -0.337044484
#> [51,] -0.691629539 -0.273351290 -0.562229448 -1.2068511933 0.203696329
#> [52,] -1.455747329 0.282092538 0.005390346 -0.3430697373 -0.547332578
#> [53,] -0.789017100 -0.004308186 -0.403295906 0.6994251234 -0.352065062
#> [54,] -0.227165784 -1.063122983 0.266495452 0.1037137744 -1.073052813
#> [55,] -0.032390661 -0.290708910 0.039447534 -0.4622120071 -0.397126796
#> [56,] 1.533301674 -0.368818198 -1.118496847 -1.0132450049 0.023449392
#> [57,] 0.177367164 -0.525036775 -1.084439660 -0.0154284954 -0.382106218
#> [58,] -0.287096591 -0.542394394 -0.914153721 -0.8941027351 -0.382106218
#> [59,] 1.480862218 -0.108453904 -0.380591114 -1.0579233560 0.143614017
#> [60,] 1.181208182 -0.238636051 0.516248162 0.5058189350 -0.367085640
#> [61,] -0.998774925 0.863572795 -0.153543196 0.0590354233 -0.276962171
#> [62,] -0.159743626 0.750748267 -0.494115073 -0.9983522211 -0.126756390
#> [63,] 0.649322270 -1.115195842 0.924934414 -0.8345316002 1.435383737
#> [64,] -0.369501451 -0.611824873 0.584362537 -0.4622120071 -0.367085640
#> [65,] -0.886404662 -0.412212247 0.255143056 -0.4026408722 -1.012970500
#> [66,] -0.436923609 -0.689934161 1.095220352 2.2482746307 0.624272517
#> [67,] 0.282246076 0.976397322 -0.516819865 0.3717838815 0.864601768
#> [68,] -0.354518749 -0.646540112 0.731943683 1.1611014188 0.849581190
#> [69,] -1.043723031 0.880930415 -0.426000698 2.3525241167 0.068511126
#> [70,] 0.484512550 0.516420402 2.321279109 0.1037137744 -0.231900437
#> [71,] -0.923861416 -0.160526763 -0.630343824 -0.3281769536 1.931062816
#> [72,] -0.077338766 -0.802758689 2.207755150 1.2653509049 0.504107892
#> [73,] 0.177367164 -0.195242002 -0.550877053 1.0419591490 1.089910440
#> [74,] -0.129778223 -0.446927487 -0.108133613 -0.0452140628 -0.637456047
#> [75,] -0.646681434 1.245440427 1.333620666 1.4142787421 2.306577269
#> [76,] -0.159743626 -0.403533437 0.232438264 0.9823880141 0.819540033
#> [77,] -0.197200380 0.499062783 1.617430563 0.7143179071 2.306577269
#> [78,] -1.013757627 0.577172071 -0.925506117 0.4760333675 0.143614017
#> [79,] 0.844097393 0.256056108 -0.323829135 1.1015302839 -0.397126796
#> [80,] -0.047373363 0.820178746 -0.130838404 1.2802436886 -0.727579515
#> [81,] -0.234657135 -0.177884382 1.083867956 1.0568519328 0.353902111
#> [82,] -1.126127890 -0.082417474 -0.982268097 0.2675343954 0.053490548
#> [83,] 0.199841216 -0.238636051 0.527600557 0.4611405838 0.158634595
#> [84,] 0.971450358 0.360201826 0.709238892 1.4887426607 -0.276962171
#> [85,] -0.519328469 -0.030344616 1.458497021 -0.4919975745 2.396700738
#> [86,] -0.856439258 0.525099212 0.300552640 0.2526416117 -0.111735812
#> [87,] 0.933993603 1.392980193 -0.789277366 0.8185673932 -0.276962171
#> [88,] 2.042713534 0.802821126 1.674192543 1.5036354445 0.564190205
#> [89,] 2.297419464 0.629244930 -0.312476739 -0.5813542769 -0.276962171
#> [90,] 2.237488657 0.438311114 -0.607639032 -0.3430697373 2.997523864
#> [91,] 0.064996900 0.143231581 0.607067329 0.0888209907 1.961103972
#> [92,] 0.005066093 2.816305002 1.220096707 1.0568519328 3.733532193
#> [93,] -0.347027398 -0.134490333 3.728976200 1.6227777143 -0.322023906
#> [94,] -0.219674433 0.768105887 1.492554208 0.5802828536 1.840939347
#> [95,] 1.301069797 1.176009948 0.334609827 1.3844931747 0.474066736
#> [96,] 2.057696236 7.364001343 6.612484757 3.1716272215 3.087647333
#> [97,] 4.679669046 0.759427077 0.947639205 3.8269097054 2.036206863
#> [98,] 0.641830919 -0.012986996 0.311905035 0.7738890420 -0.742600094
#> [99,] 1.960308674 0.134552771 -1.061734868 -0.8047460327 1.300198534
#> [100,] -0.616716030 -0.195242002 -0.346533926 -1.3408862468 -0.817702984
#> [101,] 0.342176883 -0.039023425 -0.017314446 -1.0132450049 0.293819798
#> [102,] 0.005066093 -0.733328210 -0.255714759 -0.6260326280 -1.163176282
#> [103,] -0.496854416 0.160589200 -0.108133613 -1.2068511933 -0.847744141
#> [104,] 1.600723832 0.846215175 0.050799930 -0.8196388165 0.008428814
#> [105,] 0.454547147 -0.663897732 0.425428994 0.2377488279 0.143614017
#> [106,] 0.184858515 0.507741593 1.072515560 0.7143179071 -0.307003327
#> [107,] 0.484512550 -0.299387720 -0.403295906 -0.6260326280 -1.268320329
#> [108,] -0.519328469 -0.551073204 -0.550877053 -0.4919975745 -0.337044484
#> [109,] 2.192540552 -1.115195842 -0.562229448 -1.1621728421 -1.088073391
#> [110,] 0.117436357 0.099837532 -0.426000698 -0.7898532490 -1.328402641
#> [111,] 0.948976305 0.221340869 1.027105977 -0.9834594374 -1.268320329
#> [112,] -0.586750627 -0.958977265 -0.210305176 -0.4324264396 -0.216879859
#> [113,] -0.631698732 -1.141232271 -0.482762677 -0.0601068465 -1.283340907
#> [114,] 0.139910409 -0.603146063 -0.040019237 -0.6558181955 1.255136799
#> [115,] -0.624207381 -0.290708910 -0.051371633 0.1483921256 -0.081694655
#> [116,] -0.571767925 -0.446927487 -0.357886322 0.6994251234 -0.667497203
#> [117,] -1.058705732 -0.993692505 -0.800629762 -0.0005357116 -0.367085640
#> [118,] -0.856439258 -0.012986996 -0.891448929 -1.1770656258 -0.246921015
#> [119,] -0.362010100 -0.264672480 -0.823334554 -0.7004965467 0.504107892
#> [120,] -1.073688434 -0.559752014 0.084857118 -0.1047851977 -0.922847031
#> [121,] -1.126127890 -0.325424149 0.221085868 -0.9536738700 0.158634595
#> [122,] 0.379633638 1.748811396 0.618419725 -1.2664223282 -0.021612343
#> [123,] -0.496854416 1.340907334 1.254153895 -0.3877480885 0.609251939
#> [124,] 0.746709831 1.653344488 0.459486182 1.4142787421 0.624272517
#> [125,] -0.421940907 1.505804721 0.164323889 -1.2664223282 -0.547332578
#> [126,] 2.319893517 -0.880867977 -0.550877053 1.4440643096 0.008428814
#> [127,] -0.182217679 0.377559446 -0.346533926 -0.0154284954 -0.156797546
#> [128,] -0.339536047 0.290771347 0.266495452 -0.6558181955 -0.322023906
#> [129,] -0.174726328 0.464347544 0.084857118 -0.1494635489 -0.847744141
#> [130,] 0.139910409 0.420953495 -0.028666841 -0.1643563326 -0.472229687
#> [131,] -0.436923609 1.089221850 0.436781390 -0.7153893304 -1.403505532
#> [132,] -0.047373363 0.091158722 0.062152326 -1.1472800584 -1.223258594
#> [133,] -0.227165784 0.264734918 -0.346533926 -0.4919975745 -0.291982749
#> [134,] -1.081179785 0.403595875 0.164323889 -0.0154284954 -0.051653499
#> [135,] 0.559426059 -0.082417474 -0.403295906 -0.8792099514 -0.907826453
#> [136,] 0.671796322 0.412274685 -0.119486009 -0.0898924140 1.435383737
#> [137,] 0.259772024 -0.004308186 0.380019411 -1.1174944909 -0.787661828
#> [138,] 0.304720129 -0.985013695 -0.460057885 -0.8643171676 0.338881533
#> [139,] -0.631698732 0.221340869 0.221085868 0.3717838815 -0.847744141
#> V55 V56 V57 V58 V59
#> [1,] 0.1005091484 1.983070332 1.09918769 -0.43708866 -0.454125846
#> [2,] -0.0279249115 -0.101148532 -0.48082357 -0.51914609 -0.654942895
#> [3,] 0.3288363661 -1.125595092 -0.09459860 -0.45350014 0.466285631
#> [4,] -1.0553973912 0.181457416 -0.35793381 -0.79814136 -0.470860600
#> [5,] 0.4858113283 0.322760390 0.13362525 -0.46991163 -0.521064862
#> [6,] -0.0421953626 -0.189462890 -0.79682583 -0.66684947 -0.387186829
#> [7,] -0.4417679936 0.252108903 -0.62126902 -1.19201704 -0.437391091
#> [8,] -0.1848998737 0.693680696 -0.90215991 0.26860527 -1.173720273
#> [9,] 0.1575909529 -1.054943605 -0.32282245 -0.28938528 -0.336982567
#> [10,] -0.0992771670 1.294218335 1.41518995 -0.37144271 1.838535469
#> [11,] 1.4419315524 -0.436743094 0.64273999 1.97539988 1.135675796
#> [12,] 0.3145659150 -0.542720325 0.30918206 -0.99507920 -0.102696009
#> [13,] -0.2705225803 -0.701686170 0.74807408 0.92506473 -0.152900271
#> [14,] -0.7271770157 -0.931303503 -0.93727127 1.41740933 0.499755139
#> [15,] 1.6417178679 1.064601002 -0.84949287 1.38458636 0.449550877
#> [16,] -0.3276043848 -0.931303503 -0.84949287 -0.63402650 -0.152900271
#> [17,] -0.1278180693 -0.065822788 0.48473887 1.38458636 0.265468582
#> [18,] -0.8127997224 -1.196246579 -1.23571784 -0.84737582 -0.370452075
#> [19,] 0.5857044861 -0.436743094 -1.16549512 -0.92943326 -0.939433715
#> [20,] -0.1706294226 0.799657926 0.37940478 -0.30579677 -0.788820928
#> [21,] 0.0148864418 -0.560383196 0.69540704 -0.91302177 0.198529565
#> [22,] 0.4287295239 -0.330765864 -0.34037813 -0.73249542 -0.119430763
#> [23,] -0.3133339336 0.887972285 2.45097511 0.18654783 -0.035756993
#> [24,] -0.4703088958 -0.277777249 1.15185474 0.92506473 -0.470860600
#> [25,] -0.6986361135 -1.072606477 0.62518431 -0.28938528 -0.537799616
#> [26,] -0.8698815268 0.322760390 0.36184910 -0.53555758 -0.136165517
#> [27,] 0.2717545617 -1.037280733 0.48473887 -0.43708866 -0.152900271
#> [28,] -0.0136544604 0.234446031 -0.12970996 0.66248095 -0.320247813
#> [29,] -0.2562521292 2.106710434 2.13497286 0.43272013 -0.152900271
#> [30,] 0.0434273440 -0.489731710 -0.84949287 0.76094987 -0.387186829
#> [31,] -1.1552905489 -0.101148532 0.32673774 -0.35503122 0.098121040
#> [32,] 0.1005091484 1.082263874 -0.09459860 -0.88019880 -0.403921583
#> [33,] 1.6417178679 0.517051979 -0.70904742 0.33425121 0.231999073
#> [34,] 0.3859181706 -0.507394581 -0.83193719 -0.19091636 -0.353717321
#> [35,] -0.9269633312 -0.542720325 1.06407633 1.05635662 -0.855759944
#> [36,] -1.0553973912 -0.578046068 -0.70904742 -1.06072515 -0.755351420
#> [37,] -0.6130134069 -0.383754479 -0.83193719 -0.66684947 -0.972903223
#> [38,] -0.5273907002 -0.542720325 -1.06016104 -0.56838055 0.114855794
#> [39,] 0.1290500507 -0.966629246 -0.70904742 -0.78172988 -0.822290436
#> [40,] -1.0125860379 -0.878314888 -0.34037813 -0.42067717 -0.922698961
#> [41,] -0.6700952113 -1.054943605 -0.76171446 -0.68326096 -0.470860600
#> [42,] 0.5286226816 0.464063364 -0.41060085 -0.71608393 -0.102696009
#> [43,] -0.1135476182 -0.507394581 0.60762863 1.69640460 3.595684651
#> [44,] -0.2705225803 0.322760390 -0.07704292 0.08807891 0.114855794
#> [45,] -0.0850067159 -0.154137147 1.01140929 -0.14168190 -0.019022238
#> [46,] -1.0696678423 -1.001954990 -0.34037813 -0.55196906 -0.203104534
#> [47,] -0.1991703248 -1.019617861 -0.53349061 -0.84737582 -1.173720273
#> [48,] -0.4988497980 -0.754674785 -0.90215991 -0.65043798 -1.223924535
#> [49,] -0.7271770157 -1.319886681 -1.04260536 -0.43708866 -0.922698961
#> [50,] 0.0006159907 -0.613371812 -0.86704855 -0.92943326 -0.504330108
#> [51,] -0.4845793469 -0.030497045 -0.02437587 -0.32220825 -0.403921583
#> [52,] -0.6272838580 -0.242451505 -0.49837925 -0.35503122 -0.102696009
#> [53,] -0.9840451356 -0.012834173 -0.56860198 -0.81455285 -0.721881911
#> [54,] -0.7414474668 1.594487154 1.04652065 -0.99507920 -0.169635026
#> [55,] -0.1706294226 -0.330765864 0.04584685 -0.92943326 -0.437391091
#> [56,] 0.4715408772 0.146131673 -0.28771108 -0.24015082 -0.822290436
#> [57,] -0.1420885204 0.269771775 -0.81438151 -0.74890690 -1.106781256
#> [58,] 0.2146727573 -0.242451505 -0.28771108 -0.22373933 -0.604738633
#> [59,] -0.8127997224 -0.383754479 0.22140366 -0.30579677 -0.186369780
#> [60,] -0.7129065646 -0.489731710 3.17075802 0.43272013 -0.705147157
#> [61,] -0.5702020536 -0.083485660 0.46718319 1.40099784 2.357312846
#> [62,] 0.2574841106 -0.860652016 0.95874225 -0.12527041 0.483020385
#> [63,] 0.5571635838 -1.001954990 -0.70904742 -0.68326096 0.583428910
#> [64,] -0.6986361135 0.658354953 -0.77927015 -0.60120352 0.031182024
#> [65,] 0.3859181706 0.110805929 0.41451615 -0.97866772 -0.855759944
#> [66,] 2.0841018522 -0.666360427 -1.04260536 -0.45350014 0.165060057
#> [67,] -0.3418748359 0.711343568 2.04719445 1.05635662 4.231605307
#> [68,] 2.8975175653 0.199120288 2.88986713 2.43492150 1.855270223
#> [69,] 0.7284089971 1.912418845 2.67919896 -0.30579677 0.566694156
#> [70,] 1.0138180193 0.764332183 -0.69149174 0.41630865 2.491190879
#> [71,] 1.5846360635 -0.083485660 -0.74415878 0.39989716 -0.521064862
#> [72,] 2.7120017009 1.294218335 -0.44571221 0.74453838 0.750776451
#> [73,] -0.6986361135 0.887972285 -0.19993268 -0.51914609 0.918123992
#> [74,] -0.7985292713 0.358086133 0.04584685 0.51477757 1.369962353
#> [75,] -0.0707362648 1.276555463 1.64341380 1.15482554 0.918123992
#> [76,] -0.5844725047 -0.101148532 -0.41060085 -0.69967244 -0.571269124
#> [77,] 0.1433205018 -0.666360427 -0.48082357 1.13841406 0.399346614
#> [78,] -0.4845793469 1.523835667 1.11674337 0.02243297 2.792416453
#> [79,] -0.1848998737 0.287434646 -0.39304517 -0.50273460 -0.270043550
#> [80,] 0.1290500507 -0.507394581 -0.19993268 0.62965797 -0.102696009
#> [81,] -0.9269633312 0.799657926 -0.41060085 -0.89661028 -0.855759944
#> [82,] 0.3573772684 0.411074748 -0.44571221 -0.84737582 -0.002287484
#> [83,] -0.3561452870 1.382532693 0.18629230 -0.65043798 -0.437391091
#> [84,] -0.6272838580 0.234446031 1.06407633 0.30142824 0.432816123
#> [85,] -0.1135476182 0.570040594 0.51985023 -0.12527041 0.298938090
#> [86,] 1.5560951613 -0.648697555 -0.19993268 0.38348567 0.064651532
#> [87,] 4.0676945560 0.393411877 0.87096384 3.48525664 0.834450221
#> [88,] 1.3991201991 -0.419080223 -0.56860198 0.64606946 1.219349566
#> [89,] 1.1279816281 0.552377722 1.97697173 1.07276811 -0.186369780
#> [90,] 1.4704724547 2.353990638 0.85340816 2.05745731 2.189965305
#> [91,] 2.6977312498 -0.825326272 0.11606957 0.76094987 0.047916778
#> [92,] 1.0138180193 4.367558015 2.17008422 1.51587825 2.775681699
#> [93,] 0.5286226816 1.559161411 0.44962751 2.12310325 1.654453173
#> [94,] 1.4276611013 1.877093102 0.57251727 0.30142824 -0.019022238
#> [95,] 0.5714340350 1.046938131 0.97629793 0.90865324 1.252819074
#> [96,] 2.3552404233 0.146131673 1.74874788 2.27080663 2.474456125
#> [97,] 5.1379783890 5.568633292 4.87365905 5.97980261 2.742212191
#> [98,] -0.8127997224 -0.542720325 0.16873661 0.41630865 0.265468582
#> [99,] 0.2289432084 0.746669311 -0.62126902 0.23578229 -0.152900271
#> [100,] -0.6843656624 -0.878314888 0.01073549 -0.46991163 -0.972903223
#> [101,] -0.6272838580 0.623029209 -0.44571221 0.25219378 -1.190455027
#> [102,] -0.8841519779 -0.313102992 -0.69149174 0.41630865 -0.019022238
#> [103,] -0.5416611513 -0.842989144 -0.93727127 -0.60120352 -0.470860600
#> [104,] 0.2146727573 0.234446031 0.09851389 -0.91302177 -0.521064862
#> [105,] -0.9412337823 0.322760390 -0.09459860 -0.25656231 -1.039842240
#> [106,] -0.4132270914 -0.984292118 -0.35793381 -0.38785420 -0.872494698
#> [107,] -0.5987429558 0.004828699 -0.81438151 -0.20732785 -0.521064862
#> [108,] -0.7557179179 -0.260114377 -0.70904742 -0.65043798 -1.123516010
#> [109,] -0.0564658137 -1.037280733 0.11606957 0.53118905 0.064651532
#> [110,] -0.1706294226 -0.366091608 -1.07771672 -0.09244744 -0.085961255
#> [111,] -0.3133339336 0.940960900 0.53740591 -0.42067717 0.098121040
#> [112,] -0.7271770157 -0.878314888 -1.13038376 -1.07713664 -0.788820928
#> [113,] -0.7414474668 -0.366091608 -1.16549512 -1.09354812 -0.772086174
#> [114,] 0.3431068172 0.834983670 0.06340253 1.30252892 1.353227599
#> [115,] -0.8556110757 -0.948966374 -0.90215991 -0.42067717 -0.102696009
#> [116,] -1.0268564890 -0.454405966 -1.07771672 -0.55196906 -0.437391091
#> [117,] -1.0411269401 -0.436743094 -1.09527240 -1.14278258 0.031182024
#> [118,] -0.2134407759 0.287434646 0.15118093 0.15372486 -0.654942895
#> [119,] 0.3145659150 -0.772337657 -0.37548949 0.48195459 0.047916778
#> [120,] -0.4132270914 -0.118811403 -0.63882470 -0.50273460 -0.537799616
#> [121,] -0.7842588202 -0.295440121 0.41451615 -0.12527041 -0.437391091
#> [122,] 0.6570567416 -0.684023299 -0.62126902 -0.74890690 -0.805555682
#> [123,] 1.1850634325 -1.178583707 0.55496159 -0.65043798 -0.604738633
#> [124,] -0.0850067159 -0.595708940 -0.60371334 -0.79814136 -0.403921583
#> [125,] 0.1718614040 -0.648697555 -0.35793381 -0.40426568 -0.772086174
#> [126,] -0.6843656624 -0.842989144 -0.27015540 0.18654783 -0.152900271
#> [127,] -0.8841519779 -0.613371812 -0.98993831 -0.10885893 -0.320247813
#> [128,] 0.0576977951 -0.719349042 -0.37548949 -0.32220825 -0.521064862
#> [129,] -0.5987429558 -0.648697555 -0.86704855 -0.65043798 -1.106781256
#> [130,] -0.9697746845 -0.913640631 -0.41060085 -0.96225623 -0.922698961
#> [131,] -0.8556110757 -0.295440121 -0.93727127 -0.20732785 -1.039842240
#> [132,] -0.3989566403 -1.107932220 -0.91971559 -0.96225623 -0.872494698
#> [133,] -0.6986361135 -0.931303503 -0.86704855 -1.02790218 -0.738616666
#> [134,] -0.7557179179 -0.931303503 -0.70904742 -0.51914609 -0.370452075
#> [135,] -0.6272838580 0.340423262 -0.41060085 -0.40426568 -0.236574042
#> [136,] -0.7699883691 0.393411877 -0.21748836 0.64606946 1.905474485
#> [137,] -0.3561452870 0.181457416 1.09918769 1.02353365 -0.035756993
#> [138,] -0.7271770157 -0.772337657 -0.76171446 0.05525594 -0.721881911
#> [139,] -0.6843656624 -0.313102992 -0.65638038 -0.65043798 -0.303513058
#> V6 V60 V7 V8 V9
#> [1,] 2.784258620 -0.39573086 1.57707815 2.45619024 1.32499968
#> [2,] -1.139697899 1.00828348 -0.15330367 -0.07731235 -0.97398723
#> [3,] -0.641895741 0.56592280 0.02823922 1.29112374 1.51553274
#> [4,] -0.037801306 -0.04953554 0.01515505 0.56266993 0.29091721
#> [5,] -0.158265885 -0.22263320 -0.26942570 -0.83908660 -0.24626848
#> [6,] -0.602921906 -0.47266315 -0.22199558 -0.74257222 -0.66846287
#> [7,] -1.288507086 -0.54959544 -1.30143981 -1.23088905 -1.20480921
#> [8,] -1.610926989 -0.39573086 -1.65144143 -0.87815195 -0.53416644
#> [9,] -0.824364148 -0.62652774 -1.08555097 -0.44268824 -0.62901329
#> [10,] 1.023349915 0.71978739 0.32753967 -0.40936780 -0.67433834
#> [11,] -1.162727893 -0.04953554 -1.08064440 -1.14931141 -0.59292113
#> [12,] 0.307648591 0.04662982 0.80347644 0.22716755 -0.24542913
#> [13,] -0.450569644 0.45052436 -0.27106123 -0.23587170 -0.80947411
#> [14,] -0.425768113 0.27742670 -0.68811923 -0.24506355 0.49907667
#> [15,] 0.116322494 1.33524573 1.91563111 1.19690732 -1.41296867
#> [16,] 0.082663274 -0.45343008 -0.27596779 -1.03786028 -0.69448280
#> [17,] -0.346048906 -1.03042227 -0.32503344 -1.18148287 -0.85815657
#> [18,] -1.524121631 -0.39573086 -1.06428919 -1.30212585 -1.05204703
#> [19,] 1.280222916 -0.04953554 0.79693436 -0.25770233 -0.72973561
#> [20,] -0.859794906 -0.87655769 -0.82386752 -0.81610699 -0.95216407
#> [21,] -1.435544734 -0.12646783 -1.43555258 -0.79542533 0.11549251
#> [22,] -0.459427334 -0.37649779 -1.27200042 -1.24582580 -0.89508809
#> [23,] -0.540918078 1.10444885 -0.28087435 -0.51737199 -1.15612676
#> [24,] -0.053745147 -0.45343008 -0.57036167 -0.19680635 -0.83885146
#> [25,] -0.920027196 0.12356212 -1.89513414 -1.08611747 -0.81199217
#> [26,] -0.383251203 0.83518583 -0.36265043 -0.54150058 -0.85228110
#> [27,] -1.015690244 0.29665978 0.17543616 0.05367145 -0.89257003
#> [28,] 0.284618598 0.87365197 0.42239992 -0.81036208 -0.85479916
#> [29,] 1.427260564 -0.18416705 -0.02246195 -0.36685551 -0.98657752
#> [30,] 1.308567522 -0.85732461 -0.44442651 0.01115917 -0.13883134
#> [31,] -0.493086554 -0.08800169 -0.57363272 -0.35881264 -0.64244294
#> [32,] -0.569262685 1.10444885 -0.47550142 0.12720622 -0.85479916
#> [33,] -0.388565816 -0.22263320 -0.17783650 -0.75406203 -1.22579303
#> [34,] -0.583434989 -0.66499388 -0.32503344 -0.71959260 -0.99245299
#> [35,] -0.608236520 -0.01106939 -0.95307372 -1.39289533 -0.72134209
#> [36,] -1.098952527 -0.60729466 -0.54746437 -0.49209441 -0.67937445
#> [37,] -0.186610492 -0.72269310 -0.49512768 -0.79082941 -0.11281141
#> [38,] -0.558633458 -0.12646783 -0.52129603 -0.83563966 -0.42505060
#> [39,] -0.145865120 -0.66499388 -0.26288362 -0.52886180 -0.13631329
#> [40,] -0.425768113 -0.66499388 -1.13298109 -0.50243524 -0.44435571
#> [41,] -0.696813416 -0.64576081 -1.24256104 -0.45073110 -0.77422130
#> [42,] -0.363764285 -0.03030247 -0.80260573 -0.69546401 -1.37771586
#> [43,] -1.169814044 -0.03030247 -1.35704755 -0.92870710 -1.25936714
#> [44,] -1.015690244 0.58515587 -1.39139350 -0.64720681 -0.76750648
#> [45,] 0.585780046 0.06586290 -0.05026581 -0.78163756 -1.34582046
#> [46,] -1.350510913 -1.01118920 -0.49022112 -0.42545353 -0.77086389
#> [47,] -0.400966582 -0.91502383 -0.46732381 -0.50013728 -0.50982522
#> [48,] -1.288507086 -0.56882852 -1.08718649 -0.88274787 -0.59124242
#> [49,] 0.328907046 -0.93425691 0.08384695 -0.36455755 -0.43596218
#> [50,] -0.705671106 -0.79962540 -0.94816715 -0.96202755 -0.64580035
#> [51,] -0.262786623 -0.49189622 -0.30704270 -0.78048858 -0.68608927
#> [52,] 0.917057639 -0.20340013 -0.06171446 -0.84483151 -0.37049268
#> [53,] -0.477142713 -0.78039232 0.30791341 -0.28068195 -0.31425605
#> [54,] -0.367307361 -0.26109935 -0.09115385 -0.13246343 -0.43931959
#> [55,] -0.004142085 -0.87655769 0.71188724 0.83612736 0.78697463
#> [56,] 0.013573294 0.25819363 -0.22526662 -0.31400239 0.45626969
#> [57,] 0.270446294 0.08509597 0.33735280 -0.38409022 -0.51318263
#> [58,] 1.104840660 -0.22263320 -0.49839872 -0.60469453 0.01728825
#> [59,] -0.927113348 -0.78039232 0.37987636 0.72237826 0.09618740
#> [60,] -0.845622603 -0.53036237 1.55090980 2.02991838 0.90532336
#> [61,] -0.067917451 2.08533558 1.03244946 0.46155963 -0.26725230
#> [62,] -0.314161223 0.48899051 -0.84185825 0.75684768 0.93805811
#> [63,] 2.791344771 0.23896056 1.81913534 0.83153143 1.39130854
#> [64,] 4.980965655 -0.22263320 4.14975357 2.57338628 1.40222013
#> [65,] 0.376738570 -0.97272305 1.23525414 0.36504524 -0.32768569
#> [66,] -0.953686417 0.39282514 -1.35868307 -0.69201706 -0.30250511
#> [67,] 1.588470516 7.20133305 1.67684496 -0.66099458 -0.43008672
#> [68,] -0.248614320 0.60438895 0.01515505 1.56687913 -0.46366082
#> [69,] 0.316506281 1.27754651 -0.50330529 -0.50128626 0.29259592
#> [70,] -0.797791079 1.14291500 -0.58835241 -0.77129674 -0.32432828
#> [71,] -0.955457955 -0.87655769 -0.22199558 0.05137349 -0.97398723
#> [72,] -0.769446472 -0.18416705 -0.86148451 -0.78048858 -0.25046525
#> [73,] -0.452341182 0.52745665 -1.33742129 -0.43924130 -1.01595487
#> [74,] -1.051121003 1.31601266 -0.76662426 -0.59205574 -1.06127991
#> [75,] 2.189021875 -0.16493398 -0.93998955 1.08430720 -0.67853510
#> [76,] 1.172159102 0.27742670 -0.06171446 -0.28183093 -0.32600699
#> [77,] 1.861287357 -0.76115925 0.48618526 -0.47600868 -0.34279404
#> [78,] 0.360794729 2.56616241 1.32520782 0.19844303 -0.78932965
#> [79,] 0.876312267 -0.49189622 0.95557995 -0.39787799 -0.27732453
#> [80,] 1.602642819 -0.60729466 0.25721224 0.30989417 -0.04650255
#> [81,] 0.888713033 -0.79962540 0.20324003 0.35700238 0.08863322
#> [82,] -0.489543478 -0.64576081 -0.41498712 -0.24046762 -0.44519506
#> [83,] -0.160037423 -0.66499388 0.28828715 -0.30481055 -0.17324480
#> [84,] 0.433427784 0.54668973 0.21468868 0.27657372 0.21705418
#> [85,] 0.892256108 0.04662982 1.54109667 1.45887493 0.90112659
#> [86,] 1.398915957 1.14291500 1.18455297 0.63505572 1.00856373
#> [87,] 1.184559867 -0.79962540 2.98362669 2.43206165 1.30569457
#> [88,] 2.833861682 0.68132124 1.42170360 0.37308811 0.03575401
#> [89,] 0.452914701 0.41205822 2.00394927 1.51402601 2.17190651
#> [90,] 0.346622425 -0.45343008 -0.40517399 3.30873397 3.34532152
#> [91,] 0.201356315 1.50834339 3.48409629 3.73040991 3.16234264
#> [92,] 0.382053184 1.71990719 2.13151996 3.70283438 4.05289581
#> [93,] 1.274908302 2.35459861 1.23688966 3.35354422 4.25517980
#> [94,] 0.064947894 0.91211812 0.23922150 -0.80346820 -0.19842538
#> [95,] -0.296445844 2.95082388 -0.77970843 -0.45532703 -0.14722487
#> [96,] 0.560978515 0.79671968 -0.33321105 0.50981682 -0.46953629
#> [97,] 0.435199322 0.64285509 0.98992590 -0.40706983 0.58888741
#> [98,] 0.272217832 0.06586290 0.15253886 0.39147180 0.06009523
#> [99,] -1.217645568 0.66208817 -0.44769755 -0.31400239 -0.17240545
#> [100,] -0.434625803 -1.03042227 0.43548409 0.09963068 0.11381380
#> [101,] -1.586125458 0.52745665 -1.58438504 -0.61848230 0.50914890
#> [102,] 0.892256108 -1.12658764 0.78875675 0.19499609 -0.02971550
#> [103,] 0.977289929 -0.95348998 0.53361539 -0.15774101 -0.07755860
#> [104,] -0.315932761 -0.54959544 0.06585622 -0.05203478 0.27413016
#> [105,] 0.013573294 -0.54959544 0.67754128 0.89127843 1.09333835
#> [106,] 0.194270163 -0.83809154 0.10837978 0.42938817 1.10424994
#> [107,] 0.422798556 -0.28033242 0.17052960 0.44317593 0.86923119
#> [108,] -0.259243547 -0.53036237 -0.01591986 -0.39558003 0.18264072
#> [109,] 0.766476915 -0.60729466 0.48291422 0.16167565 0.57377906
#> [110,] -0.287588154 -0.51112930 -0.62106284 0.56266993 0.39415759
#> [111,] -1.109581755 -0.39573086 -0.94980268 -0.26000030 -0.43764089
#> [112,] -0.344277368 -0.33803164 -0.30540718 -1.40093820 -0.49555622
#> [113,] -1.173357120 -0.74192618 -1.32106607 -1.03096639 -0.36965332
#> [114,] -0.360221209 0.39282514 1.46913372 2.43780655 2.95250448
#> [115,] -0.220269713 -0.81885847 -0.97433550 -0.31285341 1.18902455
#> [116,] 0.833795357 0.18126134 1.41025495 0.30070232 0.64932080
#> [117,] -0.023629002 -0.41496393 0.21959524 -0.26000030 1.02870820
#> [118,] 0.440513936 -0.26109935 -0.28905196 0.66033330 1.34598350
#> [119,] -1.006832555 -0.54959544 -0.83040960 -0.50588218 -0.01628586
#> [120,] -0.677326499 -0.20340013 -0.72737174 -0.87930093 -0.33691857
#> [121,] 0.716873853 0.43129129 -0.38554774 -0.62192924 -0.11784753
#> [122,] 0.049004053 -0.60729466 -0.28741644 0.05826738 0.69968196
#> [123,] -0.140550506 -0.89579076 -0.38718326 0.91540703 0.66107173
#> [124,] 1.933920412 -0.14570091 1.75207895 1.35661565 1.54155267
#> [125,] 0.027745598 -0.12646783 0.15580990 0.58220261 0.74584635
#> [126,] 1.005634536 -0.43419700 0.40277366 0.06745922 1.08242677
#> [127,] -0.294674306 -0.89579076 0.48454974 -0.13705935 -0.15897581
#> [128,] -0.411595809 -0.78039232 0.28338059 -0.64720681 -0.60467207
#> [129,] -0.243299706 -0.93425691 -0.27923883 -0.56448020 -0.52241551
#> [130,] -0.397423506 -0.68422696 -0.86639108 -0.27034112 0.01560954
#> [131,] -0.321247375 -0.70346003 -0.51148290 -0.14165528 0.18348007
#> [132,] -1.345196300 -0.72269310 -0.38227669 -0.40477187 -0.28487871
#> [133,] -0.434625803 -0.08800169 -0.50821185 -0.23012680 -0.13799199
#> [134,] -0.826135685 -0.56882852 -0.13367741 -0.31515137 -0.04230579
#> [135,] 0.162382481 0.73902046 0.25721224 1.14175624 1.13698469
#> [136,] 1.095982971 1.77760641 1.36773138 0.40296161 0.47809286
#> [137,] 0.282847060 -0.64576081 0.10674426 -0.18991247 -0.42001448
#> [138,] 0.607038501 -0.31879857 0.44693274 -0.25310641 0.15662079
#> [139,] -1.192844037 0.96981734 -0.87783973 0.06516126 0.07100682
#> attr(,"center")
#> [1] 0.028098561 0.210027338 0.232891367 0.243702158 0.266587050 0.292256835
#> [7] 0.321293525 0.383272662 0.420470504 0.451064748 0.497380576 0.035320863
#> [13] 0.554617986 0.598587050 0.615874820 0.630534532 0.655576978 0.673328777
#> [19] 0.713579856 0.709360432 0.682549640 0.632311511 0.040115827 0.582428777
#> [25] 0.506551079 0.448360432 0.429365468 0.414201439 0.406206475 0.395158273
#> [31] 0.366807914 0.338538129 0.322139568 0.048133094 0.314400000 0.287617986
#> [37] 0.272615108 0.242228058 0.209566187 0.193837410 0.154415827 0.117423741
#> [43] 0.089873381 0.051071223 0.071281295 0.020032374 0.015549640 0.012652518
#> [49] 0.010403597 0.010343885 0.008695683 0.007872662 0.007738849 0.007563309
#> [55] 0.007913669 0.101133813 0.006457554 0.119173381 0.134328777 0.175840288
#> attr(,"scale")
#> [1] 0.022422220 0.125854718 0.127608655 0.136670929 0.141427774 0.172157698
#> [7] 0.216962024 0.246190105 0.272512403 0.266651678 0.257599243 0.027036505
#> [13] 0.268565502 0.266052694 0.262295298 0.255538483 0.247472029 0.258244344
#> [19] 0.247389493 0.256410218 0.246936712 0.241461208 0.030937657 0.219487247
#> [25] 0.215939302 0.210920214 0.211490839 0.242835769 0.272073200 0.276752460
#> [31] 0.246277945 0.221978771 0.206220237 0.036227368 0.187021965 0.174617621
#> [37] 0.159662964 0.130820977 0.123916242 0.141675276 0.126884600 0.082402968
#> [43] 0.060911278 0.035880167 0.049800872 0.013348727 0.011522317 0.008808713
#> [49] 0.006714661 0.006657533 0.007007487 0.005661594 0.005696162 0.006093293
#> [55] 0.005975588 0.056448128 0.005199377 0.061142575 0.087033659 0.119139434
#> 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] 28
#>
#> $lambda.min
#> [1] 0.0369835
#>
#> $null.dev
#> [1] 1.383757
#>
#> $Bias
#> [1] 0.1204733
#>
#> $pe
#> [1] 0.4532374 0.3884892 0.3021583 0.2589928 0.2589928 0.2661871 0.2446043
#> [8] 0.2517986 0.2733813 0.2661871 0.2661871 0.2661871 0.2733813 0.2733813
#> [15] 0.2589928 0.2302158 0.2302158 0.2158273 0.2374101 0.2230216 0.2374101
#> [22] 0.2230216 0.2302158 0.2302158 0.2302158 0.2158273 0.2158273 0.2230216
#> [29] 0.2230216 0.2230216 0.2230216 0.2446043 0.2230216 0.2589928
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2028986