Cross-Validated MCP- or SCAD-penalized Classification Learner
Source:R/learner_ncvreg_classif_cv_ncvreg.R
mlr_learners_classif.cv_ncvreg.RdMCP- or SCAD-penalized binary classification model with k-fold cross validation
for choosing the regularization parameter lambda.
Calls ncvreg::cv.ncvreg() from package ncvreg with family set to
"binomial".
Covariates are internally standardized by ncvreg prior to model fitting.
Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “integer”, “numeric”
Required Packages: mlr3, mlr3extralearners, ncvreg
Parameters
| Id | Type | Default | Levels | Range |
| penalty | character | MCP | MCP, SCAD, lasso | - |
| gamma | numeric | - | \([0, \infty)\) | |
| alpha | numeric | 1 | \([0, 1]\) | |
| lambda.min | numeric | - | \([0, \infty)\) | |
| nlambda | integer | 100 | \([1, \infty)\) | |
| lambda | untyped | - | - | |
| eps | numeric | 1e-04 | \((-\infty, \infty)\) | |
| max.iter | integer | 10000 | \([1, \infty)\) | |
| convex | logical | TRUE | TRUE, FALSE | - |
| dfmax | integer | - | \([0, \infty)\) | |
| penalty.factor | untyped | - | - | |
| warn | logical | TRUE | TRUE, FALSE | - |
| returnX | logical | TRUE | TRUE, FALSE | - |
| cluster | untyped | - | - | |
| nfolds | integer | 10 | \((-\infty, \infty)\) | |
| fold | untyped | - | - | |
| returnY | logical | FALSE | TRUE, FALSE | - |
| trace | logical | FALSE | TRUE, FALSE | - |
| pred_lambda | numeric | - | \((-\infty, \infty)\) |
References
Breheny P, Huang J (2011). “Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection.” Annals of Applied Statistics, 5(1), 232–253. ISSN 1932-6157, doi:10.1214/10-AOAS388 .
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/chapters/chapter2/data_and_basic_modeling.html#sec-learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNCVreg
Methods
Inherited methods
Method selected_features()
Returns the set of selected features which have non-zero coefficients.
Calls the internal coef.cv.ncvreg() function.
Returns
(character()) vector of feature names.
Examples
# Define the Learner
learner = lrn("classif.cv_ncvreg")
print(learner)
#>
#> ── <LearnerClassifNCVreg> (classif.cv_ncvreg): MCP- or SCAD-penalized Classifica
#> • Model: -
#> • Parameters: list()
#> • Packages: mlr3, mlr3extralearners, and ncvreg
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: selected_features and twoclass
#> • Other settings: use_weights = 'error', predict_raw = 'FALSE'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.3870539 1.3670600 1.3312576 1.2962908 1.2613608 1.2312553 1.2036444
#> [8] 1.1769458 1.1486434 1.1196776 1.0930302 1.0701567 1.0511648 1.0362119
#> [15] 1.0237864 1.0131502 1.0023801 0.9920909 0.9834589 0.9857545 0.9838105
#> [22] 0.9914086 1.0060096 1.0545863 1.0754227 1.1216291 1.1651599 1.2196655
#> [29] 1.2556663 1.3180833 1.4379901 1.4982680 1.6125679 1.7610312 2.0801101
#> [36] 2.1899396 2.7482093 3.3477756
#>
#> $cvse
#> [1] 0.01661194 0.02009022 0.02519441 0.03048790 0.03487638 0.03918985
#> [7] 0.04326260 0.04743220 0.05143217 0.05515199 0.05899415 0.06296495
#> [13] 0.06697097 0.07116075 0.07529598 0.07967083 0.08438747 0.08931014
#> [19] 0.09464269 0.10157147 0.10954957 0.12309970 0.13356878 0.14716237
#> [25] 0.16338516 0.18140275 0.20816346 0.23424721 0.24552946 0.26029394
#> [31] 0.28113400 0.29844234 0.31901097 0.36120091 0.43376275 0.43682595
#> [37] 0.51764135 0.60199249
#>
#> $fold
#> [1] 4 4 6 3 9 3 1 6 1 7 10 3 8 1 10 1 3 4 2 4 6 1 9 2 10
#> [26] 10 10 7 10 1 8 4 4 5 5 5 7 1 7 3 9 2 3 2 4 5 8 6 2 7
#> [51] 6 3 8 5 6 2 9 9 5 2 8 8 7 9 5 8 2 9 6 7 3 7 1 1 4
#> [76] 10 1 10 2 4 8 3 5 7 7 9 9 7 5 3 8 9 6 4 7 9 6 6 2 8
#> [101] 5 1 10 2 8 4 2 2 3 5 6 1 8 10 4 10 4 1 9 7 3 6 9 3 6
#> [126] 8 6 7 4 9 3 5 5 1 5 8 10 10 2
#>
#> $lambda
#> [1] 0.21426681 0.19982595 0.18635835 0.17379842 0.16208499 0.15116100
#> [7] 0.14097326 0.13147213 0.12261135 0.11434775 0.10664110 0.09945385
#> [13] 0.09275099 0.08649988 0.08067008 0.07523319 0.07016272 0.06543399
#> [19] 0.06102396 0.05691115 0.05307553 0.04949841 0.04616239 0.04305120
#> [25] 0.04014969 0.03744373 0.03492015 0.03256665 0.03037177 0.02832481
#> [31] 0.02641581 0.02463548 0.02297513 0.02142668 0.01998259 0.01863583
#> [37] 0.01737984 0.01620850
#>
#> $fit
#> $beta
#> 0.2143 0.1998 0.1864 0.1738 0.1621 0.1512
#> (Intercept) 0.158605 -0.03445661 -0.2328966 -0.4205288 -0.5990315 -0.7697742
#> V1 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 0.000000 0.38413589 0.8474093 1.2888485 1.7125918 2.1218387
#> V12 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V32 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V37 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.000000 2.05552331 3.8699139 5.5959393 7.2481892 8.8382685
#> V5 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.000000 0.00000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.1410 0.1315 0.1226 0.1143 0.1066 0.0995
#> (Intercept) -0.92446728 -0.9801903 -1.0362453 -1.15999041 -1.3519207 -1.5395150
#> V1 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V10 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V11 2.50828335 2.7796427 3.0498659 3.30996943 3.5656978 3.8090725
#> V12 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V13 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V14 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V15 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V16 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V17 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V18 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V19 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V2 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V20 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V21 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V22 0.00000000 0.0000000 0.0000000 0.08069109 0.2413962 0.3946491
#> V23 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V24 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V25 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V26 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V27 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V28 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V29 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V3 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V30 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V31 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V32 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V33 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V34 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V35 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V36 -0.02094784 -0.2520256 -0.4746608 -0.64629214 -0.7687663 -0.8963558
#> V37 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V38 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V39 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V4 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.1599594
#> V40 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V41 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V42 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V43 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V44 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V45 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V46 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V47 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V48 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V49 10.39618321 12.1246615 13.8208016 15.56448385 17.3599104 19.0993566
#> V5 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V50 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V51 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V52 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V53 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V54 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V55 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V56 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V57 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V58 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V59 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V6 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V60 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V7 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V8 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> V9 0.00000000 0.0000000 0.0000000 0.00000000 0.0000000 0.0000000
#> 0.0928 0.0865 0.0807 0.0752 0.0702 0.0654
#> (Intercept) -1.7146952 -1.8878103 -2.0591174 -2.21806942 -2.2420869 -2.295129
#> V1 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V10 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V11 3.9843539 4.1680947 4.3601985 4.54326222 4.5101489 4.505096
#> V12 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V13 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V14 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V15 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V16 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V17 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V18 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V19 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V2 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V20 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V21 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V22 0.5322309 0.6650071 0.7931108 0.91119497 0.9289725 0.943446
#> V23 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V24 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V25 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V26 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V27 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V28 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V29 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V3 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V30 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V31 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V32 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V33 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V34 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V35 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V36 -1.0490521 -1.2019088 -1.3559395 -1.52602114 -1.8976759 -2.266987
#> V37 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V38 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V39 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V4 0.8964647 1.6076582 2.2985922 2.99347858 3.6426251 4.075479
#> V40 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V41 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V42 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V43 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V44 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V45 0.0000000 0.0000000 0.0000000 0.07388439 0.9320853 1.614396
#> V46 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V47 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V48 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V49 20.6846815 22.2870140 23.9132264 25.28133364 23.7693975 23.169444
#> V5 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V50 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V51 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V52 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V53 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V54 0.0000000 0.0000000 0.0000000 0.00000000 3.6890695 10.044483
#> V55 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V56 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V57 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V58 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V59 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V6 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V60 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V7 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V8 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> V9 0.0000000 0.0000000 0.0000000 0.00000000 0.0000000 0.000000
#> 0.0610 0.0569 0.0531 0.0495 0.0462 0.0431
#> (Intercept) -2.3718551 -2.4638584 -2.56672811 -2.6276953 -2.753922 -3.017473
#> V1 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V10 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V11 4.5314860 4.5785424 4.67468778 5.2721355 5.942527 6.698361
#> V12 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V13 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V14 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V15 0.0000000 0.0000000 -0.03916665 -0.7237138 -1.426287 -2.093691
#> V16 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V17 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V18 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V19 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V2 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V20 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V21 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V22 0.9680169 0.9964345 1.03354427 1.1730522 1.357985 1.651915
#> V23 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V24 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V25 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V26 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V27 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V28 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V29 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V3 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V30 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V31 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V32 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V33 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V34 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V35 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V36 -2.6265666 -2.9894092 -3.36452291 -3.8744149 -4.402075 -4.649510
#> V37 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V38 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V39 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V4 4.5022971 4.9339980 5.40257732 6.2671972 7.221122 8.157157
#> V40 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V41 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V42 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V43 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V44 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V45 2.2140611 2.7707186 3.28880783 3.8207042 4.326196 4.545115
#> V46 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V47 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V48 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V49 23.0649529 23.3049693 23.80297702 23.5486794 23.958777 24.891236
#> V5 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V50 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V51 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V52 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V53 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V54 16.5261712 23.2976108 30.77305574 44.6164504 59.160855 69.902706
#> V55 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V56 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V57 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V58 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V59 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V6 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V60 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V7 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V8 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> V9 0.0000000 0.0000000 0.00000000 0.0000000 0.000000 0.000000
#> 0.0401 0.0374 0.0349 0.0326 0.0304
#> (Intercept) -3.432487 -4.201206 -4.523268 -4.836871e+00 -5.07214187
#> V1 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V10 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V11 7.931128 10.063844 10.756241 1.123105e+01 11.54865723
#> V12 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V13 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V14 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V15 -3.010059 -3.947835 -4.604046 -4.925362e+00 -5.08157655
#> V16 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V17 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V18 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V19 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V2 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V20 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V21 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V22 2.063503 2.476049 2.827252 3.087878e+00 3.24607729
#> V23 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V24 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V25 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V26 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V27 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V28 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V29 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V3 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V30 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V31 0.000000 0.000000 0.000000 -6.324321e-05 -0.09195481
#> V32 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V33 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V34 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V35 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V36 -5.012020 -5.577032 -5.910228 -6.184850e+00 -6.45974127
#> V37 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V38 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V39 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V4 7.614815 5.882650 7.152700 9.440937e+00 13.53386887
#> V40 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V41 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V42 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V43 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V44 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V45 4.301590 1.703352 1.923307 2.206394e+00 2.56751287
#> V46 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V47 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V48 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V49 28.119470 44.645454 46.425345 4.829914e+01 50.41085555
#> V5 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V50 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V51 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V52 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V53 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V54 82.908763 109.225668 120.355003 1.294978e+02 137.57886326
#> V55 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V56 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V57 0.000000 -31.807331 -44.936773 -6.465460e+01 -89.32647799
#> V58 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V59 17.090061 67.932906 82.962877 9.396561e+01 98.07150694
#> V6 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V60 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V7 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V8 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> V9 0.000000 0.000000 0.000000 0.000000e+00 0.00000000
#> 0.0283 0.0264 0.0246 0.0230 0.0214
#> (Intercept) -5.392084 -5.3003708 -4.895905 -4.761872 -8.141530
#> V1 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V10 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V11 11.668447 11.6524395 11.563802 12.081325 23.171161
#> V12 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V15 -5.252144 -5.6753250 -6.557632 -7.165418 -12.414314
#> V16 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V17 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V21 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V22 3.346326 3.3163333 3.199142 3.386273 0.000000
#> V23 0.000000 0.0000000 0.000000 0.000000 10.901843
#> V24 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.0000000 0.000000 0.000000 -6.355645
#> V26 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V29 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V3 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V30 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V31 0.000000 -0.4286095 -1.449010 -2.161401 0.000000
#> V32 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V36 -6.886134 -7.4065251 -8.528579 -9.072208 -13.991000
#> V37 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V4 25.620676 34.5553402 50.922825 52.004059 63.692927
#> V40 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V41 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V43 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V44 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V45 2.464288 3.4885404 6.154315 7.668454 15.817613
#> V46 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V49 54.313470 55.4136055 57.810250 59.449533 94.927478
#> V5 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V50 0.000000 0.0000000 -4.659801 -9.910857 -110.206958
#> V51 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V52 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V53 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V54 149.129621 159.7737517 175.795128 182.524038 385.137950
#> V55 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V56 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V57 -129.102974 -140.9736624 -151.328366 -150.053873 -183.057053
#> V58 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V59 82.377241 57.0216665 0.000000 0.000000 0.000000
#> V6 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V7 0.000000 0.0000000 0.000000 0.000000 18.788396
#> V8 0.000000 0.0000000 0.000000 0.000000 -21.430579
#> V9 0.000000 0.0000000 0.000000 0.000000 0.000000
#> 0.0200 0.0186 0.0174 0.0162 0.0151
#> (Intercept) -8.1550548 -13.55644 -13.789600 -14.422830 -17.05868
#> V1 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V10 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V11 23.3338434 40.79873 41.530596 43.116819 48.78054
#> V12 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V13 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V14 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V15 -12.2287565 -20.62164 -20.774082 -21.273190 -23.44172
#> V16 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V17 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V18 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V19 -0.3327497 -13.74203 -13.959539 -14.502036 -16.69746
#> V2 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V20 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V21 0.0000000 13.35390 13.669638 14.405228 17.14443
#> V22 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V23 11.1126678 17.10925 17.355919 17.791878 19.17324
#> V24 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V25 -6.4258665 -12.62130 -12.756231 -13.007624 -13.82810
#> V26 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V27 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V28 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V29 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V3 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V30 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V31 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V32 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V33 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V34 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V35 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V36 -14.0623087 -29.27079 -29.840769 -31.034865 -35.15308
#> V37 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V38 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V39 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V4 64.4553665 138.31140 143.092458 151.179466 173.74066
#> V40 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V41 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V42 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V43 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V44 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V45 15.8456368 24.52522 25.267805 26.504320 29.85889
#> V46 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V47 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V48 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V49 95.6825099 209.62101 213.774499 222.547461 253.71240
#> V5 0.0000000 0.00000 -2.671293 -6.097740 -11.70343
#> V50 -109.8945157 -189.15179 -193.792191 -203.257604 -234.74191
#> V51 0.0000000 0.00000 0.000000 6.605786 45.25968
#> V52 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V53 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V54 386.6850330 691.75908 700.378368 723.090896 816.59856
#> V55 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V56 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V57 -182.9105831 -310.36530 -323.909546 -343.494789 -386.81858
#> V58 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V59 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V6 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V60 0.0000000 0.00000 0.000000 0.000000 0.00000
#> V7 18.7875214 41.11937 41.725540 43.113425 48.39231
#> V8 -21.7998249 -49.58735 -50.514851 -52.524078 -59.78097
#> V9 0.0000000 0.00000 0.000000 0.000000 0.00000
#> 0.0141 0.0131
#> (Intercept) -30.33942 -72.39324
#> V1 0.00000 0.00000
#> V10 0.00000 0.00000
#> V11 78.66726 157.11428
#> V12 0.00000 64.85444
#> V13 0.00000 0.00000
#> V14 0.00000 0.00000
#> V15 -35.34611 -98.10427
#> V16 0.00000 0.00000
#> V17 0.00000 0.00000
#> V18 0.00000 0.00000
#> V19 -29.41027 -87.38235
#> V2 0.00000 0.00000
#> V20 0.00000 0.00000
#> V21 31.34295 93.91321
#> V22 0.00000 0.00000
#> V23 27.88659 73.86023
#> V24 0.00000 0.00000
#> V25 -19.97897 -66.79358
#> V26 0.00000 0.00000
#> V27 0.00000 0.00000
#> V28 0.00000 0.00000
#> V29 0.00000 0.00000
#> V3 0.00000 0.00000
#> V30 0.00000 0.00000
#> V31 0.00000 0.00000
#> V32 0.00000 0.00000
#> V33 0.00000 0.00000
#> V34 0.00000 0.00000
#> V35 0.00000 0.00000
#> V36 -56.34978 -163.59617
#> V37 0.00000 0.00000
#> V38 0.00000 0.00000
#> V39 0.00000 0.00000
#> V4 282.36728 788.99981
#> V40 0.00000 0.00000
#> V41 0.00000 0.00000
#> V42 0.00000 0.00000
#> V43 0.00000 0.00000
#> V44 0.00000 0.00000
#> V45 46.01839 132.75541
#> V46 0.00000 0.00000
#> V47 0.00000 0.00000
#> V48 0.00000 0.00000
#> V49 419.23598 1158.26243
#> V5 -26.27977 -78.44965
#> V50 -380.66823 -1076.55074
#> V51 186.95859 637.74848
#> V52 0.00000 0.00000
#> V53 0.00000 0.00000
#> V54 1333.82976 3443.32523
#> V55 0.00000 0.00000
#> V56 0.00000 0.00000
#> V57 -603.29539 -1933.60932
#> V58 0.00000 0.00000
#> V59 0.00000 0.00000
#> V6 0.00000 0.00000
#> V60 0.00000 0.00000
#> V7 78.84388 204.42159
#> V8 -97.92749 -263.76819
#> V9 0.00000 0.00000
#>
#> $iter
#> [1] 0 5 4 4 4 4 7 4 4 10 6 11 7 6 6
#> [16] 19 28 16 11 10 18 14 15 16 42 142 24 22 30 49
#> [31] 29 66 31 245 38 413 142 250 560 2225 5463
#>
#> $lambda
#> [1] 0.21426681 0.19982595 0.18635835 0.17379842 0.16208499 0.15116100
#> [7] 0.14097326 0.13147213 0.12261135 0.11434775 0.10664110 0.09945385
#> [13] 0.09275099 0.08649988 0.08067008 0.07523319 0.07016272 0.06543399
#> [19] 0.06102396 0.05691115 0.05307553 0.04949841 0.04616239 0.04305120
#> [25] 0.04014969 0.03744373 0.03492015 0.03256665 0.03037177 0.02832481
#> [31] 0.02641581 0.02463548 0.02297513 0.02142668 0.01998259 0.01863583
#> [37] 0.01737984 0.01620850 0.01511610 0.01409733 0.01314721
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 24
#>
#> $loss
#> [1] 191.82350 92.43226 89.21065 86.43393 84.02704 81.93102 80.01004
#> [8] 77.45395 75.20664 73.04646 70.94703 68.99857 66.98277 65.18819
#> [15] 63.59110 62.09671 59.90389 58.02185 56.39791 54.97004 53.62097
#> [22] 50.92868 48.60653 46.86905 45.01749 43.17052 41.89228 40.68326
#> [29] 39.35586 37.93326 36.81058 35.86529 35.20787 27.87762 27.65003
#> [36] 22.08731 21.71242 21.14410 19.83517 18.31977 13.15307
#>
#> $linear.predictors
#> 0.2143 0.1998 0.1864 0.1738 0.1621 0.1512
#> 1 0.158605 0.238532326 0.342138797 0.4422008580 0.539672077 0.6352312130
#> 2 0.158605 0.235538455 0.354076611 0.4684462161 0.579779341 0.6888837007
#> 3 0.158605 0.172313650 0.207955788 0.2433077486 0.278744957 0.3144933622
#> 4 0.158605 0.134589011 0.122475056 0.1123119754 0.104043112 0.0975614490
#> 5 0.158605 0.131760682 0.114840062 0.1000908656 0.087410101 0.0766556127
#> 6 0.158605 0.014138050 -0.134601687 -0.2749142723 -0.408055752 -0.5350646867
#> 7 0.158605 0.068386196 -0.015727021 -0.0944623657 -0.168500548 -0.2384349062
#> 8 0.158605 0.153565092 0.151842082 0.1515265903 0.152624367 0.1550827540
#> 9 0.158605 0.099369530 0.047970457 0.0003874651 -0.043779257 -0.0849035946
#> 10 0.158605 0.119948213 0.073163488 0.0298906469 -0.010278073 -0.0477128368
#> 11 0.158605 0.096690660 0.034816693 -0.0227786045 -0.076606240 -0.1271225363
#> 12 0.158605 0.194561226 0.233906181 0.2726871719 0.311256410 0.3498331980
#> 13 0.158605 0.138678288 0.102253662 0.0688001589 0.037972795 0.0094559189
#> 14 0.158605 0.097994788 0.021610300 -0.0498806709 -0.117157891 -0.1808003010
#> 15 0.158605 0.067120355 -0.031213344 -0.1235534432 -0.210738571 -0.2934779627
#> 16 0.158605 0.103254851 0.047237131 -0.0047867684 -0.053280558 -0.0986629847
#> 17 0.158605 0.216297991 0.281126737 0.3441873247 0.406057823 0.4671325160
#> 18 0.158605 0.069434808 -0.013280848 -0.0906839292 -0.163442337 -0.2321395728
#> 19 0.158605 0.063006709 -0.024935847 -0.1073086439 -0.184820125 -0.2580863736
#> 20 0.158605 0.064012933 -0.038467120 -0.1347598678 -0.225741945 -0.3121517790
#> 21 0.158605 0.155936187 0.139327935 0.1247525779 0.112039717 0.1010091700
#> 22 0.158605 0.155107183 0.145939559 0.1384903809 0.132676256 0.1283801478
#> 23 0.158605 0.100358878 0.049820673 0.0030565498 -0.040326421 -0.0806966443
#> 24 0.158605 0.065706080 -0.030013355 -0.1198438599 -0.204590195 -0.2849375237
#> 25 0.158605 0.101636154 0.042935202 -0.0116486052 -0.062604727 -0.1103714604
#> 26 0.158605 0.046351982 -0.060812433 -0.1614974508 -0.256581113 -0.3468110517
#> 27 0.158605 0.017126606 -0.124752350 -0.2585135254 -0.385343758 -0.5062296859
#> 28 0.158605 0.034074249 -0.093081168 -0.2128372596 -0.326263255 -0.4342520707
#> 29 0.158605 0.083618373 0.015881580 -0.0472577230 -0.106338813 -0.1618447072
#> 30 0.158605 0.196277927 0.212571372 0.2292794416 0.246487299 0.2642200486
#> 31 0.158605 0.157639764 0.159302288 0.1622062082 0.166383796 0.1718036457
#> 32 0.158605 0.180434208 0.213109538 0.2455797445 0.278162696 0.3110460778
#> 33 0.158605 0.090782333 0.022314519 -0.0415615744 -0.101414561 -0.1577455607
#> 34 0.158605 0.088393325 0.016512653 -0.0506177323 -0.113598224 -0.1729542524
#> 35 0.158605 0.110351621 0.066348628 0.0257880334 -0.011678140 -0.0463808483
#> 36 0.158605 0.016553235 -0.127545796 -0.2634289745 -0.392306690 -0.5151830427
#> 37 0.158605 0.067430041 -0.034517770 -0.1303187659 -0.220853560 -0.3068619036
#> 38 0.158605 0.087855535 0.015326280 -0.0524221203 -0.115995852 -0.1759248266
#> 39 0.158605 0.133180506 0.104347914 0.0781896789 0.054463247 0.0329252127
#> 40 0.158605 0.123639320 0.088483803 0.0563228922 0.026870173 -0.0001542071
#> 41 0.158605 0.062416112 -0.031090293 -0.1187855366 -0.201439572 -0.2797136655
#> 42 0.158605 0.045396514 -0.064648169 -0.1680851242 -0.265822327 -0.3586297085
#> 43 0.158605 0.020620996 -0.118173496 -0.2490004286 -0.373021836 -0.4912046296
#> 44 0.158605 0.066010894 -0.031600570 -0.1232436304 -0.209745450 -0.2918074045
#> 45 0.158605 0.049615996 -0.071024490 -0.1846251903 -0.292226899 -0.3946945763
#> 46 0.158605 0.085814056 -0.002402790 -0.0851561920 -0.163224653 -0.2372648522
#> 47 0.158605 0.085137121 0.007202700 -0.0657052485 -0.134246369 -0.1989908644
#> 48 0.158605 0.058269367 -0.046684689 -0.1453157272 -0.238511644 -0.3270217486
#> 49 0.158605 0.060848404 -0.040264238 -0.1352317692 -0.224905995 -0.3100086762
#> 50 0.158605 0.105453714 0.046172916 -0.0089856614 -0.060529271 -0.1089074374
#> 51 0.158605 0.040291924 -0.080095947 -0.1934065867 -0.300650551 -0.4026750367
#> 52 0.158605 0.046230844 -0.070516983 -0.1803742543 -0.284327583 -0.3832039332
#> 53 0.158605 0.042891356 -0.075624302 -0.1871563870 -0.292701804 -0.3930965782
#> 54 0.158605 0.032495096 -0.102413281 -0.2295820377 -0.350163891 -0.4651134503
#> 55 0.158605 0.089790713 0.008164192 -0.0683017849 -0.140322487 -0.2085065770
#> 56 0.158605 0.193391138 0.225542932 0.2574449576 0.289371102 0.3214829335
#> 57 0.158605 0.172918629 0.196463603 0.2202334833 0.244464420 0.2692809466
#> 58 0.158605 0.342091368 0.509647710 0.6703840851 0.825676975 0.9765618917
#> 59 0.158605 0.116715364 0.089159853 0.0643092249 0.041983769 0.0219783436
#> 60 0.158605 0.090887609 0.036038137 -0.0148035391 -0.062051552 -0.1060941748
#> 61 0.158605 0.102496217 0.058390352 0.0177719575 -0.019685058 -0.0542993045
#> 62 0.158605 0.074436500 -0.015539042 -0.0999169035 -0.179462184 -0.2548270425
#> 63 0.158605 0.001728992 -0.153070608 -0.2991192274 -0.437705370 -0.5698970388
#> 64 0.158605 0.065429364 -0.033614493 -0.1266255762 -0.214445621 -0.2977869157
#> 65 0.158605 0.158551936 0.142240535 0.1279357709 0.115462943 0.1046399373
#> 66 0.158605 0.213903995 0.270794587 0.3262694681 0.380823505 0.4347891207
#> 67 0.158605 0.183771424 0.205916746 0.2282907514 0.251081827 0.2743846569
#> 68 0.158605 0.199561693 0.275575339 0.3494283291 0.421874984 0.4934305353
#> 69 0.158605 0.118031623 0.091066641 0.0667744307 0.044978130 0.0254752883
#> 70 0.158605 0.164833198 0.190456904 0.2162583235 0.242520965 0.2694002004
#> 71 0.158605 0.089621197 0.011844296 -0.0609360926 -0.129390984 -0.1940968081
#> 72 0.158605 0.106867651 0.048760401 -0.0052822190 -0.055758275 -0.1031099259
#> 73 0.158605 0.096612586 0.033514640 -0.0252517988 -0.080211423 -0.1318305799
#> 74 0.158605 0.068985512 -0.024174541 -0.1115722784 -0.193992996 -0.2721061245
#> 75 0.158605 0.123793313 0.085035293 0.0494254060 0.016635837 -0.0136434220
#> 76 0.158605 0.151172913 0.151350022 0.1528656344 0.155754121 0.1599826115
#> 77 0.158605 0.092333270 0.030587487 -0.0268625604 -0.080513635 -0.1308136720
#> 78 0.158605 0.090623131 0.031267715 -0.0238855104 -0.075301119 -0.1234043352
#> 79 0.158605 0.143079767 0.126052906 0.1111434250 0.098213902 0.0871022826
#> 80 0.158605 0.158574044 0.166414282 0.1752264405 0.185110266 0.1960840538
#> 81 0.158605 0.114376774 0.069778452 0.0286271953 -0.009443556 -0.0447764599
#> 82 0.158605 0.170384918 0.188215799 0.2065294822 0.225504606 0.2452225365
#> 83 0.158605 0.125705052 0.113909274 0.1040967304 0.096240454 0.0902509959
#> 84 0.158605 0.143204307 0.142942642 0.1440795281 0.146667736 0.1506841423
#> 85 0.158605 0.287755764 0.434177865 0.5749666189 0.711417770 0.8444827203
#> 86 0.158605 0.180531093 0.215117687 0.2494167815 0.283767685 0.3183737820
#> 87 0.158605 0.238218328 0.333337993 0.4252784307 0.514897666 0.6028045494
#> 88 0.158605 0.216732894 0.287137099 0.3555320539 0.422557924 0.4886545338
#> 89 0.158605 0.316798804 0.471729690 0.6205123869 0.764454106 0.9045280735
#> 90 0.158605 0.317402326 0.491669865 0.6589577514 0.820791211 0.9783029376
#> 91 0.158605 0.237943547 0.345824440 0.4499808658 0.551416702 0.6508471738
#> 92 0.158605 0.467311405 0.802965120 1.1239497305 1.433184822 1.7328906352
#> 93 0.158605 0.335328758 0.484893218 0.6284434507 0.767171286 0.9019742777
#> 94 0.158605 0.257489131 0.345809743 0.4311426270 0.514211965 0.5955378028
#> 95 0.158605 0.142006797 0.132192798 0.1241927493 0.117954363 0.1133772496
#> 96 0.158605 0.129109225 0.081542933 0.0374745826 -0.003539361 -0.0418909423
#> 97 0.158605 0.309546223 0.446226614 0.5775781708 0.704721952 0.8284918994
#> 98 0.158605 0.392451234 0.602000578 0.8026703726 0.996166592 1.1837886559
#> 99 0.158605 0.314299987 0.450133945 0.5806507202 0.706947797 0.8298441055
#> 100 0.158605 0.221792371 0.271847299 0.3207385051 0.368860008 0.4164742440
#> 101 0.158605 0.056328863 -0.040265411 -0.1308847355 -0.216316293 -0.2972367513
#> 102 0.158605 0.145308209 0.133427902 0.1234329715 0.115237953 0.1087197603
#> 103 0.158605 0.180117262 0.199583571 0.2194122427 0.239771939 0.2607412492
#> 104 0.158605 0.135647017 0.102744315 0.0726775552 0.045150683 0.0198823712
#> 105 0.158605 0.073564887 -0.014869894 -0.0977684844 -0.175875914 -0.2498300894
#> 106 0.158605 0.272616603 0.372402244 0.4686307104 0.562112099 0.6534361927
#> 107 0.158605 0.278203915 0.394298173 0.5061077083 0.614611586 0.7205255528
#> 108 0.158605 0.270490150 0.377813176 0.4812671504 0.581754084 0.6799298864
#> 109 0.158605 0.243516106 0.321564590 0.3971377133 0.470883916 0.5432614677
#> 110 0.158605 0.343069155 0.505092263 0.6605273736 0.810685207 0.9565537095
#> 111 0.158605 0.213616173 0.263247809 0.3117761807 0.359614494 0.4070354094
#> 112 0.158605 0.141078297 0.128283635 0.1174354152 0.108450195 0.1012044077
#> 113 0.158605 0.220501611 0.278769483 0.3355284904 0.391269791 0.4463261526
#> 114 0.158605 0.276960393 0.370420667 0.4605722458 0.548140580 0.6336556573
#> 115 0.158605 0.197317588 0.217124519 0.2371901819 0.257636625 0.2785163649
#> 116 0.158605 0.105134971 0.067866782 0.0337794924 0.002616985 -0.0258870358
#> 117 0.158605 0.272722228 0.404868349 0.5320704981 0.655506278 0.7760338696
#> 118 0.158605 0.151093148 0.168985337 0.1874575682 0.206745799 0.2269643202
#> 119 0.158605 0.126027314 0.105648090 0.0876181271 0.071811952 0.0580683361
#> 120 0.158605 0.204645189 0.255486949 0.3052200451 0.354297768 0.4030178955
#> 121 0.158605 0.327086629 0.512634818 0.6906699823 0.862817144 1.0302863503
#> 122 0.158605 0.357867570 0.548105537 0.7304702391 0.906549658 1.0775410444
#> 123 0.158605 0.344646617 0.533361743 0.7143372799 0.889182704 1.0591048415
#> 124 0.158605 0.444978378 0.752634784 1.0469370377 1.330552050 1.6055052226
#> 125 0.158605 0.353253079 0.562183800 0.7624643871 0.955908833 1.1438772814
#> 126 0.158605 0.425739500 0.677030007 0.9174805453 1.149173824 1.3736997634
#> 127 0.158605 0.228074868 0.298666277 0.3671817042 0.434230151 0.5002339415
#> 128 0.158605 0.156958517 0.156802548 0.1579694018 0.160472680 0.1642670290
#> 129 0.158605 0.119042043 0.083393103 0.0507837059 0.020935320 -0.0064282763
#> 130 0.158605 0.170445766 0.186156852 0.2024412329 0.219453273 0.2372566449
#> 131 0.158605 0.177082250 0.196676511 0.2166433651 0.237161836 0.2583166739
#> 132 0.158605 0.163746616 0.167856051 0.1730704493 0.179431970 0.1869192548
#> 133 0.158605 0.165464692 0.176431270 0.1882001724 0.200886456 0.2145227865
#> 134 0.158605 0.153335181 0.160041155 0.1677947572 0.176698220 0.1867692276
#> 135 0.158605 0.228876344 0.305950523 0.3806668639 0.453705701 0.5255418133
#> 136 0.158605 0.261296726 0.362516852 0.4601769516 0.555136652 0.6480166601
#> 137 0.158605 0.217041672 0.278912627 0.3391382809 0.398260899 0.4566489665
#> 138 0.158605 0.179845196 0.204300190 0.2289052507 0.253886541 0.2793645113
#> 139 0.158605 0.101683413 0.057195435 0.0162155031 -0.021584430 -0.0565247816
#> 0.1410 0.1315 0.1226 0.1143 0.1066 0.0995
#> 1 0.725549978 0.777339527 0.830446359 0.866856604 0.88802551 0.91102764
#> 2 0.792804519 0.861086640 0.930465893 0.996246410 1.06060761 1.13149996
#> 3 0.347325889 0.347412655 0.349481746 0.336709900 0.31002104 0.28221661
#> 4 0.093484319 0.098479485 0.104360637 0.087505195 0.04844819 0.00691069
#> 5 0.072445413 0.117755749 0.162380561 0.186376012 0.19042008 0.19432039
#> 6 -0.653356223 -0.733391938 -0.811977431 -0.875701159 -0.92576192 -0.97563272
#> 7 -0.313370099 -0.471747081 -0.624591321 -0.770955365 -0.91191759 -1.05115861
#> 8 0.151549066 0.076314049 0.005026133 -0.081878033 -0.18473326 -0.27924027
#> 9 -0.131801166 -0.261526548 -0.386171090 -0.491360646 -0.57797610 -0.66531527
#> 10 -0.085680100 -0.151310097 -0.214222000 -0.262833554 -0.29820729 -0.32899641
#> 11 -0.178963913 -0.271058359 -0.359684186 -0.440721327 -0.51504635 -0.59168505
#> 12 0.378946314 0.312214888 0.249853102 0.177554055 0.09506870 0.01041110
#> 13 -0.019022684 -0.066011735 -0.110833062 -0.158501774 -0.21013116 -0.26704568
#> 14 -0.249930024 -0.403459761 -0.551637538 -0.700954109 -0.85323908 -1.00840507
#> 15 -0.374286293 -0.471571266 -0.565893098 -0.661644878 -0.75999964 -0.86221705
#> 16 -0.137634543 -0.137673285 -0.137506820 -0.140202497 -0.14600061 -0.15130662
#> 17 0.524029153 0.544406229 0.566449317 0.612191059 0.68183088 0.74557074
#> 18 -0.301315619 -0.408239339 -0.511483006 -0.619475787 -0.73286954 -0.84217657
#> 19 -0.326828752 -0.384601466 -0.440575383 -0.528276037 -0.64778992 -0.76267291
#> 20 -0.394659799 -0.474863912 -0.552809651 -0.632645522 -0.71548456 -0.79994357
#> 21 0.089521066 0.059482156 0.031361817 0.038728232 0.08038888 0.12074190
#> 22 0.124405225 0.110905337 0.098906028 0.067952784 0.01775055 -0.02491551
#> 23 -0.117796057 -0.146766298 -0.174322331 -0.215063557 -0.26898176 -0.31885903
#> 24 -0.360967260 -0.429205544 -0.495469215 -0.583781974 -0.69480223 -0.80549959
#> 25 -0.160942173 -0.265620464 -0.366325230 -0.464320512 -0.56058279 -0.65519635
#> 26 -0.434475357 -0.535591185 -0.633684224 -0.745970293 -0.87308667 -0.99650347
#> 27 -0.625656352 -0.778187052 -0.926471401 -1.075215532 -1.22576957 -1.37902895
#> 28 -0.549670562 -0.783333276 -1.009537109 -1.207403351 -1.37908119 -1.55315854
#> 29 -0.227512890 -0.424236267 -0.613726286 -0.786714107 -0.94452142 -1.10448837
#> 30 0.277576728 0.242287151 0.209646889 0.192742939 0.19028673 0.18187273
#> 31 0.170494453 0.091032519 0.015728067 -0.022441379 -0.02429982 -0.02786220
#> 32 0.336305405 0.281786825 0.231120934 0.217468001 0.24054030 0.26560486
#> 33 -0.213909925 -0.297019839 -0.377111477 -0.441075471 -0.48984439 -0.54235117
#> 34 -0.231674390 -0.313431646 -0.392287566 -0.453500729 -0.49805485 -0.54275249
#> 35 -0.083630284 -0.169104340 -0.251005549 -0.308381534 -0.34201080 -0.37488506
#> 36 -0.634796732 -0.769858288 -0.901362009 -1.040100978 -1.18733014 -1.33259299
#> 37 -0.384666186 -0.416619876 -0.448087227 -0.482341017 -0.52030284 -0.56178447
#> 38 -0.228591607 -0.237985476 -0.247134148 -0.267342352 -0.29891426 -0.33280759
#> 39 0.016274637 0.030589000 0.045051489 0.054934273 0.06004380 0.06262859
#> 40 -0.021623301 -0.007354815 0.006971480 0.013690210 0.01274733 0.01004060
#> 41 -0.360249202 -0.498892881 -0.632914540 -0.751516332 -0.85588290 -0.96443324
#> 42 -0.450493665 -0.572663146 -0.691104475 -0.791825645 -0.87594210 -0.96481006
#> 43 -0.606313298 -0.737488684 -0.865145570 -0.977743391 -1.07664158 -1.17795824
#> 44 -0.372586694 -0.476318744 -0.576827365 -0.663450540 -0.73745605 -0.81683317
#> 45 -0.502849444 -0.709285946 -0.909200465 -1.113894218 -1.32541359 -1.53310580
#> 46 -0.317268453 -0.489557292 -0.656017659 -0.834769730 -1.02767361 -1.22353038
#> 47 -0.256487225 -0.272023680 -0.287204343 -0.344963320 -0.44549391 -0.54531948
#> 48 -0.406119975 -0.428571548 -0.450897764 -0.508440257 -0.60155409 -0.69434229
#> 49 -0.386081283 -0.408447736 -0.430615232 -0.488451631 -0.58225075 -0.67414803
#> 50 -0.150335461 -0.147793388 -0.145233965 -0.152200356 -0.16908193 -0.18933570
#> 51 -0.496219331 -0.546701229 -0.596292580 -0.633214022 -0.65832403 -0.68279588
#> 52 -0.471532456 -0.494909936 -0.518337077 -0.526440966 -0.52001930 -0.51549240
#> 53 -0.481762495 -0.494227602 -0.507162435 -0.503544936 -0.48405774 -0.46328957
#> 54 -0.566810454 -0.580764538 -0.595465237 -0.594995574 -0.58030262 -0.56213718
#> 55 -0.264288045 -0.226636478 -0.190692263 -0.147264601 -0.09697523 -0.04777204
#> 56 0.360211332 0.463051798 0.563899152 0.668705717 0.77789663 0.88026545
#> 57 0.299467904 0.377991016 0.455332684 0.542221004 0.63933471 0.73285976
#> 58 1.117538663 1.193263302 1.270315459 1.383138958 1.53146154 1.66707429
#> 59 -0.004446047 -0.114538249 -0.219799444 -0.317759504 -0.40877598 -0.49928076
#> 60 -0.150530949 -0.225174618 -0.296778903 -0.385647329 -0.49182337 -0.59872477
#> 61 -0.082792460 -0.073266129 -0.063589528 -0.096402390 -0.17103322 -0.24084380
#> 62 -0.319434034 -0.309891013 -0.301132016 -0.338671759 -0.42259399 -0.50364136
#> 63 -0.697764339 -0.833574081 -0.965962895 -1.132419647 -1.33383714 -1.52251991
#> 64 -0.374936082 -0.426089128 -0.475970821 -0.559473136 -0.67717858 -0.79440668
#> 65 0.089413464 0.016334077 -0.053263934 -0.118376417 -0.18029058 -0.22971535
#> 66 0.486449048 0.518789693 0.552181738 0.557368321 0.53482484 0.57369858
#> 67 0.302738519 0.376930219 0.449994465 0.474494359 0.45108554 0.43639960
#> 68 0.565388732 0.647249520 0.728910214 0.775806267 0.79012354 0.81747380
#> 69 0.007295887 -0.016669408 -0.038944565 -0.056650184 -0.06961946 -0.08380397
#> 70 0.296056009 0.314588859 0.334234913 0.352043796 0.36882474 0.38564954
#> 71 -0.256207457 -0.322613759 -0.386830888 -0.432633611 -0.46120903 -0.48395056
#> 72 -0.148406426 -0.198508619 -0.246650684 -0.273697393 -0.28062549 -0.28572351
#> 73 -0.180895006 -0.231512157 -0.280205346 -0.301238276 -0.29544861 -0.29197496
#> 74 -0.345968389 -0.411979664 -0.476056686 -0.512032563 -0.52099623 -0.52106560
#> 75 -0.043574767 -0.090613679 -0.135443458 -0.141052492 -0.10841865 -0.04443138
#> 76 0.161266852 0.121542495 0.084529508 0.086996537 0.12853678 0.17494734
#> 77 -0.175427457 -0.190321196 -0.204535586 -0.198799766 -0.17344353 -0.15218920
#> 78 -0.170798340 -0.238133523 -0.302804186 -0.345863068 -0.36781022 -0.38433333
#> 79 0.082711189 0.130578448 0.177590935 0.234783700 0.30214279 0.36476204
#> 80 0.214846784 0.302237963 0.387834681 0.475309805 0.56537744 0.65943084
#> 81 -0.072805036 -0.049992738 -0.027604435 -0.001009516 0.02966620 0.05746443
#> 82 0.270045633 0.339334717 0.407657193 0.489387840 0.58498043 0.68333681
#> 83 0.088502620 0.113528460 0.138773676 0.170514231 0.20952503 0.25497418
#> 84 0.157495768 0.180100358 0.203179982 0.237125205 0.28244704 0.32592832
#> 85 0.977056565 1.130442869 1.282157024 1.438311348 1.60063748 1.75419888
#> 86 0.356010825 0.421090330 0.485698763 0.565821116 0.66215932 0.75695142
#> 87 0.693165600 0.820687263 0.946554969 1.072674354 1.20048614 1.34165880
#> 88 0.558323141 0.670215819 0.780563665 0.888292175 0.99459612 1.10762020
#> 89 1.033849487 1.085056894 1.138344271 1.195942106 1.25816518 1.31741367
#> 90 1.122931507 1.171469999 1.222652211 1.271133658 1.31804451 1.37889683
#> 91 0.733861579 0.666929883 0.605760773 0.550059351 0.50056518 0.45289504
#> 92 2.019305850 2.246538896 2.472840747 2.719625164 2.98968392 3.25349200
#> 93 1.035282707 1.184035051 1.331053106 1.490177723 1.66130805 1.84324877
#> 94 0.680829564 0.818953528 0.954746160 1.095566253 1.24184227 1.40378579
#> 95 0.108985727 0.092453442 0.077601584 0.072100899 0.07588831 0.07797363
#> 96 -0.074002804 -0.065179820 -0.056437217 -0.059171431 -0.07416371 -0.07809877
#> 97 0.943781888 0.999965517 1.057650503 1.137864072 1.24033175 1.34631313
#> 98 1.368158811 1.565704531 1.760822072 1.937123777 2.09529478 2.25152534
#> 99 0.958284889 1.168568588 1.374672146 1.572123002 1.76163283 1.95857595
#> 100 0.469497104 0.580090564 0.688659157 0.821545644 0.97867363 1.13756867
#> 101 -0.371677160 -0.417604330 -0.462332630 -0.482587214 -0.47894746 -0.47538210
#> 102 0.103792281 0.100749946 0.098823570 0.128966986 0.19079448 0.24587700
#> 103 0.285619990 0.344102750 0.401990505 0.468681995 0.54428826 0.61431941
#> 104 0.003944071 0.063046032 0.120544850 0.197374598 0.29315149 0.38921800
#> 105 -0.313406774 -0.306458738 -0.300156813 -0.277034266 -0.23762266 -0.19553454
#> 106 0.737910504 0.770026848 0.803865791 0.825361992 0.83431676 0.83742336
#> 107 0.815647389 0.822172963 0.831716479 0.825668378 0.80415247 0.78426342
#> 108 0.768158323 0.774074240 0.782867029 0.775896121 0.75322474 0.72930500
#> 109 0.609244802 0.621140445 0.635157267 0.636173792 0.62412052 0.61408670
#> 110 1.094538695 1.186709419 1.279465932 1.358590620 1.42406034 1.48195275
#> 111 0.457807057 0.544719279 0.630514460 0.714250815 0.79623167 0.87484673
#> 112 0.095198748 0.087034026 0.080177553 0.087785354 0.10971650 0.12391199
#> 113 0.499329628 0.536363931 0.574268942 0.638008775 0.72743174 0.81282461
#> 114 0.723842775 0.876534082 1.026360795 1.150388809 1.24884139 1.34776210
#> 115 0.294491529 0.257217238 0.222743473 0.211416909 0.22197851 0.22328109
#> 116 -0.048648461 -0.035774402 -0.022723213 -0.034014880 -0.06893159 -0.09816202
#> 117 0.895739854 1.029161868 1.161391322 1.309476599 1.47493349 1.63229232
#> 118 0.247181206 0.258963350 0.272006272 0.295411165 0.33006478 0.35733661
#> 119 0.043942447 0.008757380 -0.024219244 -0.037714151 -0.03179738 -0.02958742
#> 120 0.452809319 0.515301997 0.577657294 0.640906581 0.70558081 0.76982987
#> 121 1.196285435 1.383475940 1.568456020 1.762564140 1.96776679 2.16222775
#> 122 1.248945369 1.463928857 1.675601326 1.882345870 2.08540137 2.27756022
#> 123 1.225430226 1.393695435 1.560405036 1.730078788 1.90405923 2.07123978
#> 124 1.871186596 2.111207703 2.349294195 2.599929914 2.86577573 3.12526103
#> 125 1.328310367 1.519546075 1.708822755 1.910814658 2.12741825 2.33330823
#> 126 1.598787910 1.885435546 2.167199069 2.420777527 2.64789353 2.86795731
#> 127 0.570730022 0.693704424 0.814660273 0.899165726 0.94832953 0.99500444
#> 128 0.174231268 0.235059382 0.294879573 0.324198080 0.32357164 0.32602699
#> 129 -0.025898205 0.013339267 0.051740042 0.056146688 0.02704017 -0.00348890
#> 130 0.262481641 0.355048028 0.445745421 0.518605726 0.57439808 0.62789531
#> 131 0.285589923 0.368382815 0.449715265 0.535989171 0.62762176 0.71780585
#> 132 0.202448565 0.288951586 0.373568414 0.457689867 0.54168758 0.62200690
#> 133 0.236059718 0.328487405 0.418968042 0.508286356 0.59707096 0.68443395
#> 134 0.201987424 0.258680809 0.314707622 0.372704000 0.43335391 0.48958477
#> 135 0.600704005 0.717837065 0.833317423 0.951315469 1.07281271 1.18548191
#> 136 0.745826076 0.908695452 1.068618400 1.220393642 1.36509397 1.50288157
#> 137 0.519254253 0.629107351 0.737280663 0.832336304 0.91518091 0.99885342
#> 138 0.309949223 0.386987143 0.462875185 0.525754244 0.57624853 0.62427190
#> 139 -0.086028138 -0.084511286 -0.082555564 -0.081090475 -0.07982991 -0.08057317
#> 0.0928 0.0865 0.0807 0.0752 0.0702
#> 1 0.9295263402 0.951187828 0.97596685 0.99218654 0.857551182
#> 2 1.2139215413 1.297959107 1.38371223 1.47713043 1.597884235
#> 3 0.2405017672 0.201628667 0.16529068 0.12587503 0.029274733
#> 4 -0.0500114216 -0.104292991 -0.15618701 -0.20494235 -0.250218294
#> 5 0.1945309355 0.196265430 0.19956159 0.21425755 0.329840838
#> 6 -1.0209581645 -1.068454447 -1.11829391 -1.16586562 -1.117415909
#> 7 -1.1913934656 -1.331205926 -1.47125153 -1.60682360 -1.670200475
#> 8 -0.3530852784 -0.425403344 -0.49639594 -0.57054199 -0.713405829
#> 9 -0.7610442724 -0.856654807 -0.95272408 -1.04468767 -1.087402516
#> 10 -0.3436434655 -0.359403559 -0.37629757 -0.40139842 -0.508658475
#> 11 -0.6800236687 -0.767805058 -0.85546979 -0.94574526 -1.095690748
#> 12 -0.0924935391 -0.191963017 -0.28849807 -0.39414857 -0.647027494
#> 13 -0.3438934839 -0.419095811 -0.49292394 -0.56923377 -0.672032689
#> 14 -1.1788437722 -1.347590669 -1.51530726 -1.69060892 -1.953017426
#> 15 -0.9801563202 -1.097277299 -1.21405676 -1.32090326 -1.324326300
#> 16 -0.1543847153 -0.157589132 -0.16088688 -0.16441611 -0.181957817
#> 17 0.7854623014 0.826318956 0.86803769 0.89784167 0.755263831
#> 18 -0.9425817247 -1.042704431 -1.14293883 -1.23896204 -1.297111534
#> 19 -0.8674137639 -0.970647457 -1.07264788 -1.16710978 -1.164926445
#> 20 -0.8906934101 -0.981236356 -1.07188952 -1.16232095 -1.172683160
#> 21 0.1603155412 0.198239031 0.23458728 0.25299619 0.094123528
#> 22 -0.0447865633 -0.063690299 -0.08150871 -0.10944520 -0.242668031
#> 23 -0.3585139552 -0.397594588 -0.43620339 -0.47429215 -0.539613536
#> 24 -0.9187543755 -1.030608475 -1.14139528 -1.25243031 -1.382535911
#> 25 -0.7485446379 -0.841397161 -0.93414043 -1.03488031 -1.225901274
#> 26 -1.1118067366 -1.226600502 -1.34127792 -1.45705111 -1.596702184
#> 27 -1.5456142082 -1.711745616 -1.87813051 -2.04079124 -2.140438922
#> 28 -1.7407493557 -1.928818747 -2.11830939 -2.30451527 -2.438780860
#> 29 -1.2814167831 -1.457273299 -1.63299142 -1.81129179 -2.051955422
#> 30 0.1522395795 0.123798835 0.09639141 0.08333690 0.216019317
#> 31 -0.0400074025 -0.052836180 -0.06664426 -0.09044535 -0.208444240
#> 32 0.2938436125 0.321140237 0.34734875 0.36251252 0.244682764
#> 33 -0.6094982193 -0.676732078 -0.74444703 -0.80124015 -0.767261677
#> 34 -0.5884919023 -0.635084657 -0.68278820 -0.73165700 -0.785911129
#> 35 -0.4073193694 -0.440663593 -0.47519736 -0.51175000 -0.588243609
#> 36 -1.4738575717 -1.615167420 -1.75701764 -1.90166825 -2.084144374
#> 37 -0.6132267326 -0.664686850 -0.71629917 -0.76575281 -0.765320244
#> 38 -0.3752154774 -0.416896879 -0.45796802 -0.49456901 -0.498540746
#> 39 0.0561183385 0.050406367 0.04548827 0.03924624 0.008743432
#> 40 0.0003930116 -0.008453695 -0.01651212 -0.02588767 -0.066771735
#> 41 -1.0917798153 -1.218865599 -1.34636717 -1.47549448 -1.622717336
#> 42 -1.0723841903 -1.180285649 -1.28911157 -1.40333246 -1.566641505
#> 43 -1.2882498345 -1.399488328 -1.51220038 -1.62658242 -1.768997021
#> 44 -0.9159640486 -1.015072625 -1.11465745 -1.21628036 -1.358155787
#> 45 -1.7337559516 -1.933668539 -2.13355305 -2.33669915 -2.584137410
#> 46 -1.4369823808 -1.647895125 -1.85706456 -2.07218955 -2.329950977
#> 47 -0.6467577523 -0.745650466 -0.84216737 -0.93570635 -1.001711324
#> 48 -0.7879821726 -0.879984242 -0.97050676 -1.05412373 -1.070402863
#> 49 -0.7616882846 -0.847729471 -0.93239384 -1.01250994 -1.032892136
#> 50 -0.2210048890 -0.251814428 -0.28182980 -0.30774604 -0.270731900
#> 51 -0.7015736060 -0.722249218 -0.74489029 -0.77008173 -0.794883083
#> 52 -0.5122541442 -0.510983156 -0.51167397 -0.50980908 -0.466349404
#> 53 -0.4316982246 -0.402825872 -0.37651982 -0.34493318 -0.238193528
#> 54 -0.5236626152 -0.488469672 -0.45629369 -0.42095974 -0.344933837
#> 55 0.0050081996 0.056146190 0.10595679 0.15157934 0.152372900
#> 56 0.9610017020 1.042649324 1.12546923 1.20809040 1.294304701
#> 57 0.8143106745 0.895941336 0.97794749 1.05704121 1.093346187
#> 58 1.7572718457 1.849748196 1.94458545 2.01487304 1.786131018
#> 59 -0.5965999012 -0.692855353 -0.78861413 -0.88019142 -0.912727896
#> 60 -0.7164528590 -0.832048716 -0.94603213 -1.05736817 -1.156121950
#> 61 -0.3004409350 -0.357740545 -0.41280949 -0.46426950 -0.475501107
#> 62 -0.5766242936 -0.647666223 -0.71674849 -0.78111945 -0.798834746
#> 63 -1.6722254532 -1.821860451 -1.97172714 -2.11850687 -2.185311234
#> 64 -0.9135520032 -1.030748219 -1.14627190 -1.26172440 -1.344509575
#> 65 -0.2366938876 -0.244688589 -0.25351586 -0.27134683 -0.376045192
#> 66 0.8261984003 1.072538951 1.31460887 1.56237266 1.836434557
#> 67 0.4477387225 0.461584715 0.47832589 0.50034296 0.593281911
#> 68 0.8796748714 0.943781499 1.01010067 1.08052208 1.158140492
#> 69 -0.1062004364 -0.128098404 -0.14972282 -0.17429839 -0.189242630
#> 70 0.3966036481 0.408827017 0.42222173 0.43109863 0.385772455
#> 71 -0.4837021645 -0.485642946 -0.48971004 -0.49887297 -0.527840001
#> 72 -0.2823974250 -0.280644402 -0.28047217 -0.28014182 -0.281638789
#> 73 -0.2947085146 -0.298906681 -0.30471457 -0.31127015 -0.272978372
#> 74 -0.4857380685 -0.454068598 -0.42587730 -0.39368715 -0.326166956
#> 75 0.1356287990 0.308436427 0.47498075 0.63656591 0.785725775
#> 76 0.2384434429 0.299555131 0.35835689 0.40739410 0.385513632
#> 77 -0.1435005246 -0.135803455 -0.12920860 -0.12407779 -0.103595352
#> 78 -0.3827648412 -0.383114973 -0.38546345 -0.37976819 -0.289931457
#> 79 0.4133859255 0.461885693 0.51038886 0.55961229 0.608357778
#> 80 0.7692613392 0.878233379 0.98681071 1.09634873 1.224465913
#> 81 0.0770053082 0.096365605 0.11560030 0.13719956 0.197614680
#> 82 0.7933271122 0.902195231 1.01033921 1.11005791 1.133196268
#> 83 0.3209381441 0.385771381 0.44966358 0.51903197 0.694760915
#> 84 0.3608641205 0.395870398 0.43091780 0.47063585 0.610356472
#> 85 1.8726893304 1.993983572 2.11828751 2.23400187 2.228077650
#> 86 0.8458993302 0.934648443 1.02338977 1.10691284 1.174171017
#> 87 1.5285098308 1.714321030 1.89990964 2.07623325 2.214847343
#> 88 1.2429442250 1.378204184 1.51396379 1.65107570 1.798052900
#> 89 1.3591847495 1.404153282 1.45236891 1.49800999 1.549275211
#> 90 1.4780415521 1.578714665 1.68130552 1.79179362 1.992639096
#> 91 0.3956859146 0.341546637 0.28993713 0.25140949 0.339595582
#> 92 3.4858900142 3.722191556 3.96288341 4.17751987 4.077929666
#> 93 2.0684042075 2.292590249 2.51696169 2.71011289 2.618752780
#> 94 1.6255662035 1.845201007 2.06384489 2.30071108 2.727566010
#> 95 0.0713416443 0.065126611 0.05918056 0.08790588 0.495368202
#> 96 -0.0400732274 -0.003243785 0.03287716 0.09623562 0.484301304
#> 97 1.4637961877 1.581641999 1.70030517 1.81230171 1.812410855
#> 98 2.3998498935 2.552058036 2.70892197 2.86856321 3.106496278
#> 99 2.1869327482 2.415424944 2.64525303 2.88509480 3.271137265
#> 100 1.3097645790 1.480190596 1.64956975 1.81134384 1.925402657
#> 101 -0.4693417797 -0.465533863 -0.46404770 -0.46495862 -0.497691951
#> 102 0.2789926834 0.311408593 0.34302478 0.36231096 0.258849019
#> 103 0.6658536990 0.718048484 0.77102368 0.81376325 0.727575365
#> 104 0.4935844920 0.595876508 0.69654819 0.79413679 0.847432854
#> 105 -0.1379704687 -0.083042997 -0.03048238 0.02923708 0.155517215
#> 106 0.8140570023 0.794724502 0.77934137 0.77026413 0.806561641
#> 107 0.7602519737 0.740002577 0.72344187 0.71149325 0.713052002
#> 108 0.6914940771 0.657751079 0.62792269 0.60239965 0.580544474
#> 109 0.6046665482 0.597960631 0.59399912 0.59377526 0.576301915
#> 110 1.5084058037 1.539653419 1.57584273 1.61650686 1.665675740
#> 111 0.9419778871 1.010426833 1.08046742 1.14606484 1.127025702
#> 112 0.1093434580 0.095599533 0.08242142 0.06805679 0.032003157
#> 113 0.8844827719 0.956272423 1.02832021 1.07776642 0.841486139
#> 114 1.4503393707 1.555309580 1.66337414 1.77532356 1.896357578
#> 115 0.1917848106 0.161555890 0.13233491 0.10313221 0.040960768
#> 116 -0.1123929921 -0.125701295 -0.13806349 -0.14159000 -0.071077533
#> 117 1.7580470523 1.885633317 2.01524223 2.15553648 2.394686354
#> 118 0.3527286746 0.349627911 0.34768867 0.37073040 0.634496373
#> 119 -0.0433077615 -0.056988686 -0.07091347 -0.09136973 -0.176593008
#> 120 0.8304535221 0.892081444 0.95490497 1.00963768 0.969273207
#> 121 2.3150211981 2.470902564 2.63016611 2.79992599 3.029730281
#> 122 2.4311166658 2.588446916 2.75009079 2.92149888 3.173089624
#> 123 2.2111104796 2.354120126 2.50067163 2.65452571 2.852290540
#> 124 3.3550567238 3.588654268 3.82662359 4.05594516 4.144184020
#> 125 2.4975224316 2.664928056 2.83585728 3.01496762 3.229655155
#> 126 3.0620275269 3.261223113 3.46643668 3.68652562 4.038185025
#> 127 1.0285312020 1.065773134 1.10698082 1.14527150 1.140768003
#> 128 0.3363959062 0.348592938 0.36283300 0.38346151 0.455048387
#> 129 -0.0425327383 -0.079165313 -0.11342083 -0.14676050 -0.182385476
#> 130 0.6723107628 0.718388049 0.76634945 0.81056248 0.789163053
#> 131 0.8047631412 0.891736672 0.97905032 1.06837827 1.145939046
#> 132 0.6917297171 0.761879442 0.83272976 0.90549256 0.976908213
#> 133 0.7683920123 0.852551119 0.93723862 1.02502937 1.142542556
#> 134 0.5288913630 0.569035725 0.61004378 0.65374983 0.723119231
#> 135 1.2659420640 1.348451023 1.43316360 1.51612426 1.545489120
#> 136 1.6165943767 1.732697242 1.85161208 1.95679279 1.944704227
#> 137 1.0838996062 1.170413819 1.25878652 1.33925497 1.337858675
#> 138 0.6619471879 0.701303280 0.74250388 0.77841395 0.737106063
#> 139 -0.0903996299 -0.099871197 -0.10911897 -0.11211740 -0.066247222
#> 0.0654 0.0610 0.0569 0.0531 0.0495 0.0462
#> 1 0.731605781 0.620923675 0.51846899 0.41252298 0.12637702 -0.15658210
#> 2 1.682502360 1.762653847 1.84089584 1.92199922 2.06883203 2.22951153
#> 3 -0.056859123 -0.138454500 -0.21827740 -0.29560963 -0.36140841 -0.43394237
#> 4 -0.307303074 -0.368269505 -0.43258268 -0.52677146 -1.05946173 -1.62200459
#> 5 0.416083770 0.490640152 0.55947463 0.61594620 0.55515780 0.48112490
#> 6 -1.049182371 -0.989795348 -0.93474341 -0.87416829 -0.66788488 -0.46730941
#> 7 -1.736533946 -1.815175777 -1.90344269 -1.99853999 -2.06847436 -2.16614580
#> 8 -0.864415758 -1.012473616 -1.16085458 -1.31358342 -1.53513938 -1.77423604
#> 9 -1.144095604 -1.210841485 -1.28623100 -1.36964558 -1.45447228 -1.55611042
#> 10 -0.601705799 -0.686108387 -0.76631737 -0.84777571 -1.01151032 -1.17308443
#> 11 -1.265774675 -1.437856524 -1.61552417 -1.80125850 -2.02302433 -2.26522775
#> 12 -0.889742196 -1.120512029 -1.34759778 -1.57730761 -1.89337520 -2.22346612
#> 13 -0.757996056 -0.839050939 -0.91750868 -0.99813560 -1.13992749 -1.28924276
#> 14 -2.199677349 -2.441713488 -2.68499038 -2.93682936 -3.29857983 -3.68981883
#> 15 -1.356888537 -1.405770730 -1.46644435 -1.53358916 -1.52040182 -1.53408056
#> 16 -0.209272973 -0.237323010 -0.26638447 -0.31027655 -0.57891601 -0.85844668
#> 17 0.622634615 0.508158583 0.40245788 0.31212497 0.36113492 0.43672863
#> 18 -1.378341018 -1.471027761 -1.57326727 -1.68788156 -1.86623019 -2.07489007
#> 19 -1.167114907 -1.182476266 -1.20551488 -1.22982589 -1.17321899 -1.14736561
#> 20 -1.134399785 -1.098454524 -1.06163298 -1.02818546 -1.07489636 -1.13442376
#> 21 -0.019928021 -0.110511166 -0.18753637 -0.24679867 -0.20703069 -0.13559709
#> 22 -0.339977818 -0.422490375 -0.49509444 -0.56057991 -0.66458314 -0.76740761
#> 23 -0.629479983 -0.723319073 -0.82177581 -0.92143921 -0.97067925 -1.03655839
#> 24 -1.522811672 -1.667878493 -1.81850634 -1.97655207 -2.16916430 -2.39458884
#> 25 -1.405004196 -1.578882792 -1.75266647 -1.92997303 -2.16431916 -2.41539433
#> 26 -1.750965032 -1.912065836 -2.08092697 -2.26461832 -2.57851369 -2.93055707
#> 27 -2.246150474 -2.365966289 -2.49755999 -2.64021458 -2.78814414 -2.97568669
#> 28 -2.590986819 -2.758298871 -2.94002507 -3.13655963 -3.35468220 -3.60937742
#> 29 -2.318870621 -2.592561088 -2.87763138 -3.17700789 -3.52957647 -3.91955760
#> 30 0.324071820 0.422448023 0.51701705 0.60258227 0.61770855 0.63817761
#> 31 -0.299283265 -0.378578322 -0.45242339 -0.51860489 -0.53623652 -0.53709631
#> 32 0.137843616 0.044194296 -0.04371835 -0.12811272 -0.23733989 -0.32738157
#> 33 -0.785017865 -0.819907894 -0.86800273 -0.92385890 -0.89428731 -0.88121082
#> 34 -0.844421363 -0.905456285 -0.96984884 -1.02695569 -0.90972784 -0.79462437
#> 35 -0.684424784 -0.782367329 -0.88462451 -0.98365692 -0.95748706 -0.93263139
#> 36 -2.281639026 -2.486264606 -2.70001763 -2.92620816 -3.21779395 -3.55047573
#> 37 -0.756145596 -0.751361429 -0.74869084 -0.75028645 -0.78655556 -0.83466523
#> 38 -0.522471250 -0.553595990 -0.58996049 -0.63324822 -0.70424987 -0.79224707
#> 39 -0.018700126 -0.042888158 -0.06497129 -0.08579828 -0.10980342 -0.13352193
#> 40 -0.110975125 -0.153115999 -0.19448152 -0.23179215 -0.20690044 -0.18397453
#> 41 -1.777748437 -1.938840736 -2.10803593 -2.27874680 -2.34505969 -2.43388678
#> 42 -1.726834346 -1.889365960 -2.05766285 -2.22381547 -2.26180256 -2.31774611
#> 43 -1.936526679 -2.112656402 -2.29935789 -2.49276439 -2.62786089 -2.79113752
#> 44 -1.518526862 -1.683089598 -1.85473545 -2.03236346 -2.18600952 -2.36050527
#> 45 -2.841129618 -3.103505166 -3.37448572 -3.65992168 -4.04945648 -4.48474215
#> 46 -2.552885038 -2.773296453 -2.99498409 -3.22353216 -3.54141890 -3.89577847
#> 47 -1.064693720 -1.132391122 -1.20277946 -1.27885652 -1.40955471 -1.57168692
#> 48 -1.102977143 -1.146849811 -1.19791103 -1.25549934 -1.31161889 -1.40050099
#> 49 -1.051959358 -1.079024489 -1.11035062 -1.14325632 -1.14359712 -1.17168828
#> 50 -0.224700220 -0.182326925 -0.14049409 -0.09445802 0.03139570 0.15366125
#> 51 -0.815140338 -0.837974733 -0.86327959 -0.89596614 -1.01505009 -1.14354231
#> 52 -0.438493500 -0.418047798 -0.40276505 -0.40234803 -0.56398877 -0.73508821
#> 53 -0.154536381 -0.081263921 -0.01407216 0.03937741 -0.04150785 -0.12781739
#> 54 -0.299338269 -0.262246021 -0.23082274 -0.21209753 -0.31369047 -0.42133633
#> 55 0.152905502 0.158715672 0.16806894 0.16848928 -0.02152450 -0.20725563
#> 56 1.402485357 1.519489073 1.64546777 1.76806495 1.70895935 1.67220230
#> 57 1.136841869 1.188235156 1.24569109 1.30431323 1.29667584 1.30886951
#> 58 1.626830800 1.512335102 1.42554026 1.34282923 0.94408495 0.59803724
#> 59 -0.944816374 -0.985491886 -1.03261345 -1.09516276 -1.32205817 -1.57015338
#> 60 -1.266292194 -1.384636773 -1.51056961 -1.66240044 -2.12810153 -2.63379440
#> 61 -0.480747902 -0.491023282 -0.50312087 -0.51801684 -0.56549325 -0.63698887
#> 62 -0.820311763 -0.848246397 -0.87913899 -0.91793923 -1.04596098 -1.20459475
#> 63 -2.240991188 -2.309447281 -2.38588326 -2.45970705 -2.39723804 -2.37530278
#> 64 -1.398625566 -1.455287748 -1.51271942 -1.56323683 -1.49610884 -1.45339105
#> 65 -0.456514723 -0.523818586 -0.58242324 -0.63824257 -0.78468435 -0.92349942
#> 66 2.050088189 2.264732541 2.48673725 2.72679066 3.09757216 3.50416610
#> 67 0.711480900 0.832244881 0.96045751 1.09258664 1.16149653 1.23063963
#> 68 1.221545324 1.284212160 1.34865695 1.41750739 1.51001761 1.60487565
#> 69 -0.166992093 -0.141901448 -0.11378830 -0.08521371 -0.10612744 -0.12621319
#> 70 0.358140706 0.337350263 0.32089071 0.30800686 0.28355874 0.26488391
#> 71 -0.538245032 -0.544556851 -0.54796166 -0.54843500 -0.54992376 -0.54526594
#> 72 -0.298768888 -0.317682076 -0.33871266 -0.36960355 -0.52433889 -0.67980126
#> 73 -0.208716652 -0.144699331 -0.07950377 -0.01006082 0.10796155 0.23701990
#> 74 -0.303049254 -0.289498787 -0.28326877 -0.28555394 -0.31725673 -0.34962513
#> 75 0.931565853 1.083804737 1.24343531 1.41877623 1.71009661 2.04438928
#> 76 0.396157486 0.418949739 0.44982953 0.49049438 0.56193038 0.66251598
#> 77 -0.067559873 -0.031515308 0.00494845 0.04361860 0.11227893 0.18802381
#> 78 -0.238456038 -0.200628599 -0.17207864 -0.15794312 -0.24505880 -0.34026083
#> 79 0.653071149 0.699970991 0.74908383 0.79722035 0.80685211 0.82853834
#> 80 1.358706836 1.496795936 1.64071386 1.79497841 2.02521086 2.28081770
#> 81 0.261746478 0.324318844 0.38738926 0.44976647 0.49595225 0.54684523
#> 82 1.186539618 1.254694924 1.33434501 1.42578178 1.53377602 1.67374612
#> 83 0.885794243 1.071608215 1.25830403 1.45596014 1.79746666 2.15665656
#> 84 0.777649556 0.942310668 1.10920560 1.28476515 1.55669308 1.84615394
#> 85 2.258986642 2.312591545 2.38270725 2.45616974 2.34670164 2.27469341
#> 86 1.288459686 1.414690443 1.55201214 1.69518289 1.75870951 1.85223666
#> 87 2.430096077 2.668265742 2.92875210 3.21915851 3.63403162 4.10774779
#> 88 1.952370328 2.113932509 2.28442661 2.45441686 2.47235670 2.51795045
#> 89 1.671477726 1.813201412 1.97335490 2.15227673 2.36102269 2.61350032
#> 90 2.209759786 2.432053221 2.66439885 2.91591722 3.31077111 3.74738961
#> 91 0.412387296 0.473734226 0.52907126 0.57677846 0.58028247 0.58024978
#> 92 4.077893180 4.132886555 4.22651552 4.37609037 4.87223284 5.47139425
#> 93 2.660491642 2.760695353 2.90515412 3.09922731 3.43641015 3.86818750
#> 94 3.117290688 3.501267032 3.89066805 4.28514948 4.67427634 5.11242420
#> 95 0.831203528 1.129233009 1.40823264 1.67919457 2.10461006 2.52660654
#> 96 0.830091347 1.150081990 1.46144692 1.76274343 2.01750031 2.27274399
#> 97 1.822955085 1.855623790 1.90424593 1.96806515 2.05838494 2.19839688
#> 98 3.434870342 3.789051520 4.17240358 4.58277373 4.99827554 5.48453761
#> 99 3.694243945 4.129231343 4.58440253 5.06797683 5.70794825 6.42036764
#> 100 2.086623477 2.268891480 2.46989629 2.69291166 2.99765506 3.36136783
#> 101 -0.551991818 -0.609977613 -0.67311088 -0.73685259 -0.72812394 -0.72180987
#> 102 0.187611136 0.131812361 0.08440328 0.04266470 -0.02159320 -0.06482194
#> 103 0.663508127 0.616356618 0.57948151 0.55164070 0.53208208 0.53393231
#> 104 0.892094317 0.943660773 1.00039520 1.05309168 0.97304584 0.91337678
#> 105 0.238118029 0.309951646 0.37511615 0.42628609 0.35335268 0.27912489
#> 106 0.854367483 0.907733307 0.96786763 1.03457798 1.12427818 1.22876133
#> 107 0.717397238 0.727400327 0.74316271 0.76749642 0.85353979 0.95123750
#> 108 0.558449702 0.541675217 0.52968482 0.52233767 0.53153785 0.54758140
#> 109 0.538993751 0.505678280 0.47534526 0.44681012 0.41690350 0.39246790
#> 110 1.732975176 1.814600889 1.90983475 2.01338699 2.07448207 2.16639554
#> 111 1.113123602 1.112669588 1.12160243 1.14140838 1.21494870 1.31222443
#> 112 -0.002150616 -0.034429948 -0.06661493 -0.09060805 0.03076349 0.15952153
#> 113 0.637821573 0.466116049 0.31143040 0.17843601 0.16762498 0.19429963
#> 114 2.024786458 2.166091491 2.32134970 2.48912278 2.66883220 2.88190439
#> 115 -0.031036894 -0.097969958 -0.16315354 -0.22991361 -0.31922373 -0.39905649
#> 116 -0.031367407 -0.003714724 0.01692360 0.04166189 0.23080227 0.40667875
#> 117 2.627685688 2.860541319 3.09801799 3.35298878 3.83453440 4.36102431
#> 118 0.831079491 0.998880687 1.14983073 1.29372491 1.58141233 1.86396944
#> 119 -0.245326319 -0.308327293 -0.36943114 -0.42137294 -0.34892798 -0.26882284
#> 120 0.958454776 0.963769221 0.98058696 1.01149838 1.10372566 1.22130774
#> 121 3.242685061 3.459812102 3.68406633 3.92691703 4.38735476 4.89906944
#> 122 3.440817758 3.720292722 4.01519489 4.32521601 4.67311669 5.07756190
#> 123 3.056440745 3.271256593 3.49867261 3.74113202 4.05709649 4.42475394
#> 124 4.280635943 4.451785335 4.65035627 4.89343815 5.46829072 6.13364347
#> 125 3.436584869 3.652412547 3.87864230 4.12314330 4.53196870 4.99811826
#> 126 4.411229468 4.797905247 5.20507372 5.62956102 6.04831012 6.53284376
#> 127 1.174217653 1.222122856 1.28297669 1.36193222 1.54566021 1.74705680
#> 128 0.517772598 0.577733492 0.63855352 0.70376950 0.82676855 0.94795171
#> 129 -0.211878481 -0.241264294 -0.26986458 -0.29442576 -0.26410920 -0.24676016
#> 130 0.777480307 0.775363517 0.78030995 0.80021817 0.96660876 1.14644823
#> 131 1.204157514 1.265371896 1.32958570 1.40237949 1.58299833 1.78504185
#> 132 1.039097986 1.104271415 1.17286954 1.25069619 1.44039350 1.64832677
#> 133 1.260088021 1.379689203 1.50351558 1.64307102 1.98073187 2.34251049
#> 134 0.793719493 0.864136220 0.93589077 1.02054700 1.30014214 1.59474877
#> 135 1.581153949 1.627820390 1.68279718 1.75459607 1.99474368 2.26555912
#> 136 2.021796322 2.129977077 2.26328325 2.43247837 2.81582274 3.25365323
#> 137 1.380454665 1.441872658 1.51862779 1.62299934 1.94860377 2.30891168
#> 138 0.712855683 0.700268420 0.69594764 0.70972148 0.90332431 1.11374958
#> 139 -0.048392865 -0.040214934 -0.03884635 -0.03322041 0.14829070 0.32447136
#> 0.0431 0.0401 0.0374 0.0349 0.0326 0.0304
#> 1 -0.36315505 -0.60985584 -0.75816793 -1.104812757 -1.35707069 -1.53287695
#> 2 2.39670132 2.55339506 1.84040151 1.707629691 1.47874194 1.17120327
#> 3 -0.47690440 -0.41446069 -0.05808193 -0.089021232 -0.12936096 -0.21145469
#> 4 -2.17283464 -2.89203825 -3.68380805 -4.270986404 -4.63714665 -4.91944385
#> 5 0.33696086 0.09704067 -0.48995338 -0.685142593 -0.82232926 -0.89819387
#> 6 -0.32873985 -0.28366882 -0.42452877 -0.310251321 -0.22464178 -0.13813058
#> 7 -2.23141021 -2.22845095 -2.49805360 -2.558706423 -2.70513415 -2.97259460
#> 8 -1.94609274 -2.03692451 -1.99793711 -2.117160208 -2.23662826 -2.36317993
#> 9 -1.60006026 -1.75550938 -2.39427402 -2.511732357 -2.62413832 -2.76066975
#> 10 -1.27305676 -1.38562100 -1.16756370 -1.158778751 -1.07300685 -0.89850983
#> 11 -2.42394711 -2.61612238 -3.17720235 -3.436636033 -3.73873325 -4.12966010
#> 12 -2.43510342 -2.59767654 -2.30523969 -2.453395157 -2.54636741 -2.65222110
#> 13 -1.42015461 -1.54760803 -1.45032372 -1.535719479 -1.60921831 -1.72839067
#> 14 -3.98110468 -4.30404487 -4.66975352 -5.022060514 -5.38523810 -5.81984654
#> 15 -1.56236035 -1.65498350 -2.08503658 -2.085521401 -2.12018731 -2.23180137
#> 16 -1.13470429 -1.55003934 -2.20829530 -2.564528167 -2.82103466 -3.02079851
#> 17 0.61677743 0.99275810 1.61116431 1.763100614 1.77947846 1.69053728
#> 18 -2.25611917 -2.58601232 -3.25127681 -3.458045093 -3.59086827 -3.67432129
#> 19 -1.19143615 -1.28446622 -1.52607725 -1.590251966 -1.66393449 -1.71832583
#> 20 -1.24909599 -1.50232860 -1.89087938 -2.119032311 -2.30992705 -2.48170795
#> 21 0.02397872 0.26588383 0.92867598 1.096935607 1.20646254 1.26854996
#> 22 -0.85546578 -1.01740617 -1.33189110 -1.657725060 -2.00607845 -2.32467150
#> 23 -1.08789834 -1.09022734 -1.11834315 -1.139164157 -1.19163340 -1.24228563
#> 24 -2.61135834 -2.89066201 -3.48665249 -3.829511971 -4.20384934 -4.62019661
#> 25 -2.58523345 -2.81099956 -3.07717981 -3.314250734 -3.53263816 -3.74142511
#> 26 -3.24357508 -3.45404262 -3.35179766 -3.482727637 -3.57384700 -3.73977470
#> 27 -3.14733394 -3.40920309 -4.14747101 -4.419545540 -4.73080103 -5.14276023
#> 28 -3.76410426 -4.08714145 -5.15561355 -5.428318701 -5.71873252 -6.09317114
#> 29 -4.15317847 -4.52540741 -5.38843617 -5.724952659 -6.03765475 -6.38281402
#> 30 0.63855779 0.82552189 1.32426620 1.673769919 2.00237603 2.21208893
#> 31 -0.43672272 -0.33459579 -0.50299035 -0.577962945 -0.74065594 -0.95432322
#> 32 -0.28843095 -0.31544357 -0.13565610 -0.064115701 0.10657403 0.38725215
#> 33 -0.84771970 -0.84412828 -1.51137881 -1.514527286 -1.61107518 -1.79837027
#> 34 -0.64909955 -0.51131622 -0.59168702 -0.482234936 -0.45794478 -0.47509529
#> 35 -0.83120209 -0.81598980 -1.19762910 -1.181080648 -1.20184789 -1.22750352
#> 36 -3.82853535 -4.21614969 -4.85382168 -5.182272769 -5.48035608 -5.76978210
#> 37 -0.92868435 -1.04896749 -1.17673121 -1.254316123 -1.33457908 -1.45433309
#> 38 -0.90811849 -1.09057336 -1.79122723 -2.063504975 -2.39021528 -2.78105642
#> 39 -0.16745106 -0.25954309 -0.37173970 -0.455626030 -0.52575920 -0.59186149
#> 40 -0.17112856 -0.14672868 -0.05579641 -0.049335142 -0.06737971 -0.10418777
#> 41 -2.45039503 -2.57171825 -3.11140910 -3.247194332 -3.42981331 -3.66585294
#> 42 -2.30635817 -2.31767662 -2.49214597 -2.543536886 -2.66268695 -2.86539203
#> 43 -2.88604988 -2.96227342 -3.17152272 -3.209849402 -3.29595622 -3.46252648
#> 44 -2.46465491 -2.58850371 -2.91248232 -3.029314283 -3.18808289 -3.43409462
#> 45 -4.81761901 -5.32950543 -6.11021665 -6.485757702 -6.78776693 -7.04171908
#> 46 -4.18550804 -4.52658982 -4.78779469 -5.125877354 -5.45605800 -5.84288428
#> 47 -1.79509634 -2.13086681 -2.55401518 -2.863180702 -3.13265641 -3.34742690
#> 48 -1.56126632 -1.83888367 -2.35554762 -2.574313542 -2.77565392 -2.92875053
#> 49 -1.28040014 -1.42246264 -1.52913454 -1.630812134 -1.73146790 -1.80284084
#> 50 0.20755519 0.26555550 0.38011169 0.453653844 0.49329013 0.53139219
#> 51 -1.27358318 -1.46477920 -1.76796428 -1.912440249 -2.02565466 -2.12314903
#> 52 -0.92307661 -1.16099757 -1.52282384 -1.650130180 -1.71878534 -1.78874200
#> 53 -0.25330035 -0.52115308 -1.10209621 -1.204768477 -1.21799681 -1.17933826
#> 54 -0.55655904 -0.77872221 -1.48738707 -1.661593519 -1.82668644 -1.99280364
#> 55 -0.40721370 -0.65170154 -0.79025534 -0.954412754 -1.04374862 -1.08249074
#> 56 1.58815389 1.48852903 1.61054698 1.529904642 1.52537068 1.53358192
#> 57 1.31545477 1.34877479 1.56404772 1.577018301 1.62448827 1.67599568
#> 58 0.41703955 0.28604493 0.41496745 -0.014277581 -0.44566420 -0.92590135
#> 59 -1.77644083 -2.08044722 -2.41688262 -2.563204933 -2.57942093 -2.56362890
#> 60 -3.10460697 -3.70776002 -4.35736063 -4.816313451 -5.10053981 -5.35118041
#> 61 -0.78131056 -0.87153289 -0.71704046 -0.814434615 -0.88940740 -0.96684781
#> 62 -1.45147490 -1.79837886 -2.35857011 -2.715585441 -3.05053664 -3.35552747
#> 63 -2.41466282 -2.45863415 -2.74341349 -2.848791350 -3.03927708 -3.25993619
#> 64 -1.47966103 -1.42328909 -0.99061074 -0.949052261 -0.96304916 -1.02803628
#> 65 -1.00656488 -0.82163163 0.04819904 0.219172465 0.35487758 0.45274405
#> 66 3.84890407 3.79161434 3.72558285 4.302910284 5.24296342 6.83728932
#> 67 1.17295730 1.24766107 1.48308830 1.403293092 1.26621165 1.10452741
#> 68 1.65424677 1.70945191 1.49829467 1.395463374 1.28695661 1.24824300
#> 69 -0.15837716 -0.22731255 -0.05445127 -0.082818711 -0.03853713 0.04566418
#> 70 0.26433614 0.39251164 1.00088590 1.095153158 1.20865750 1.31935750
#> 71 -0.52530912 -0.47447229 -0.14274823 0.004712367 0.17510110 0.38278069
#> 72 -0.79834107 -0.95553801 -1.22681217 -1.285408987 -1.29584145 -1.27719388
#> 73 0.35388182 0.54244927 0.73261145 0.867304421 0.93186531 0.92433276
#> 74 -0.35439003 -0.37573726 -0.59466308 -0.442575107 -0.25635499 -0.01210734
#> 75 2.39040339 2.54204749 2.51544453 2.925459344 3.45382755 4.28053708
#> 76 0.82398227 1.08900521 1.38667655 1.509235104 1.56191468 1.56898456
#> 77 0.25154842 0.32633307 0.41849600 0.480341513 0.52225176 0.54354439
#> 78 -0.41772450 -0.38519001 -0.49898178 -0.401503183 -0.31022362 -0.26113707
#> 79 0.83154186 0.89501449 1.04106462 1.087834869 1.11782154 1.09727542
#> 80 2.47005251 2.63126020 2.89592047 3.096081892 3.32614672 3.62879587
#> 81 0.55364604 0.60648019 0.77333302 0.841595772 0.90249367 0.92368842
#> 82 1.80578242 2.01392441 2.76023975 2.985594500 3.24959838 3.55780934
#> 83 2.43115928 2.73307292 3.02004057 3.309261457 3.57676143 3.85080062
#> 84 2.06326718 2.21791816 2.11297640 2.195977551 2.24994737 2.30014921
#> 85 2.22503595 2.33341011 3.17044208 3.179110974 3.25469037 3.32263074
#> 86 1.91814840 2.07441263 2.60058011 2.677911927 2.77562283 2.86339595
#> 87 4.49534758 5.04625665 6.84210907 7.487090413 8.22737920 9.12215619
#> 88 2.51490631 2.57914129 3.24949358 3.459953854 3.81577527 4.30911873
#> 89 2.84235081 3.32909691 4.66870452 5.053998576 5.39028464 5.68497844
#> 90 4.13787759 4.28914541 4.14017106 4.390693199 4.74519873 5.33261805
#> 91 0.61181060 0.46086657 -0.13119605 -0.163357928 -0.07846169 0.10783454
#> 92 6.15230268 7.21700999 9.86252806 10.631626624 11.31005027 11.97741287
#> 93 4.30438847 5.13180972 7.69599047 8.331348822 8.88659822 9.46521542
#> 94 5.41100837 5.62888017 5.67362273 6.134127372 6.68814012 7.37518877
#> 95 2.80944445 2.93666380 2.16573214 2.516715089 2.86022134 3.16983502
#> 96 2.34812755 2.20804109 1.11443292 1.139577664 1.18755339 1.29543515
#> 97 2.40448981 2.72983767 3.59021181 3.955667468 4.33082513 4.75597380
#> 98 5.80980864 6.45935197 8.19058496 8.706396629 9.14792666 9.51285665
#> 99 6.93038093 7.74639761 8.70279824 9.230796510 9.53017394 9.69197233
#> 100 3.67776012 4.08267382 5.16168250 5.616612092 6.08662107 6.64938537
#> 101 -0.67757182 -0.69190092 -1.08546772 -1.116298379 -1.18627041 -1.26690529
#> 102 -0.03943643 -0.01216233 0.22130933 0.198566023 0.18323695 0.17235164
#> 103 0.56822468 0.67833311 1.21990423 1.275001770 1.32286679 1.35457803
#> 104 0.85214968 0.79870980 0.98428789 1.048706755 1.18699405 1.38210038
#> 105 0.17904251 -0.09874105 -0.74130124 -0.794402166 -0.73035364 -0.55207469
#> 106 1.30712201 1.35036291 1.36690136 1.394534425 1.40499630 1.38507264
#> 107 1.05610452 1.00858415 0.81166335 0.817658541 0.87274544 1.00518401
#> 108 0.57977631 0.49283149 0.32692670 0.290262781 0.30256320 0.36143996
#> 109 0.39269395 0.28679561 0.16789732 0.182169701 0.26919254 0.43456157
#> 110 2.23360026 2.29819164 2.58845877 2.653494397 2.73081012 2.80820532
#> 111 1.41025396 1.54695411 1.98159118 2.097690636 2.20662213 2.33192623
#> 112 0.30809259 0.48263899 0.58635719 0.682801801 0.70016569 0.65474391
#> 113 0.35390194 0.72788728 1.96573240 2.231633809 2.43935585 2.59072328
#> 114 2.99976254 3.19152981 3.68300886 3.847887470 3.98185232 4.11666809
#> 115 -0.40994614 -0.45917783 -0.70318101 -0.747934661 -0.82413267 -0.92021151
#> 116 0.51756960 0.59824488 0.56066476 0.702015676 0.83956176 1.05801554
#> 117 4.81770809 5.49615819 6.21424991 6.716085503 7.06132424 7.29084341
#> 118 2.07868982 2.29121479 1.90451502 2.179208260 2.40216566 2.55522966
#> 119 -0.13981875 0.10361608 0.56127781 0.712881615 0.79280409 0.78680925
#> 120 1.34671553 1.54527243 2.05145121 2.135970902 2.18888855 2.20794165
#> 121 5.35095708 5.99504220 6.90015071 7.456804746 7.92117538 8.31872738
#> 122 5.36964691 5.75735007 6.47061538 6.813250222 7.12919757 7.42960828
#> 123 4.73395302 5.07473377 5.63433070 5.972023471 6.31924550 6.70123046
#> 124 6.80247188 7.75664053 9.66281452 10.400374720 11.03796853 11.67528649
#> 125 5.42082158 5.96020506 6.60841661 7.036214214 7.39318711 7.70859731
#> 126 6.83497308 7.23398033 8.15398135 8.563842607 8.99309641 9.43821690
#> 127 1.86915401 2.14517310 3.15064866 3.340132968 3.49757302 3.64909259
#> 128 0.98599717 0.95625371 0.92215191 0.947500006 1.00357225 1.12377632
#> 129 -0.29117301 -0.33801706 -0.25563837 -0.340466174 -0.43658256 -0.54424509
#> 130 1.28660310 1.52277987 1.96654908 2.054315699 2.05481936 2.00164408
#> 131 1.96104172 2.13662663 2.32335854 2.521399046 2.70480958 2.92320671
#> 132 1.80922074 2.02229921 2.34738761 2.541696990 2.69091389 2.82972249
#> 133 2.62925149 2.99039693 3.51423290 3.844491335 4.10909346 4.36229312
#> 134 1.84254342 2.21181324 2.72570529 3.008102971 3.19625455 3.31705199
#> 135 2.51811592 2.89834190 3.51539196 3.750721123 3.88970788 3.97138421
#> 136 3.62204878 4.52030709 6.94611567 7.563646376 7.99523196 8.23303116
#> 137 2.61790031 3.10444576 4.33602051 4.718801049 5.03327635 5.31706593
#> 138 1.29911041 1.67888938 2.26409764 2.384883106 2.34011629 2.15569748
#> 139 0.47259509 0.67557842 0.70452006 0.867941854 0.94611224 0.93264585
#> 0.0283 0.0264 0.0246 0.0230 0.0214 0.0200
#> 1 -1.62113158 -1.76803823 -1.97068765 -2.20348134 -5.15711396 -5.22053678
#> 2 0.87431585 0.82159175 0.90971478 0.83854635 0.18713836 0.11260981
#> 3 -0.42141539 -0.77393615 -1.49934319 -1.69539134 -0.76297516 -0.64687402
#> 4 -5.36651655 -5.95243865 -7.05417606 -7.61862034 -9.14991795 -9.10252636
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#> 7 -3.62924407 -4.12002585 -5.07059782 -5.25182470 -3.14024012 -3.08040773
#> 8 -2.50805321 -2.73727972 -3.17795253 -3.39058171 -6.90774560 -6.95898872
#> 9 -3.00563017 -3.17869162 -3.66101886 -4.02019005 -5.21079515 -5.11148926
#> 10 -0.52422661 -0.32309073 -0.03580720 -0.05810656 0.72923489 0.77100058
#> 11 -4.70447086 -5.27488123 -6.35880874 -6.87076676 -11.13370213 -11.14335243
#> 12 -2.79828073 -3.31381054 -4.47924746 -5.07307320 -7.88762038 -7.98734665
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#> 15 -2.50223697 -2.81135039 -3.38420612 -3.60859903 -2.82678619 -2.86232103
#> 16 -3.20227643 -3.36760863 -3.66376782 -3.99395477 -9.01162503 -8.84578305
#> 17 1.38717199 1.17445341 0.80252702 0.89590165 -1.31942184 -1.41543206
#> 18 -3.65953376 -3.73550098 -3.97082438 -4.33174533 -6.01018807 -6.04045258
#> 19 -1.76255831 -1.69982948 -1.59572064 -1.65026448 -4.40411979 -4.49469138
#> 20 -2.72547501 -2.78586284 -2.97777361 -3.24009994 -8.49257903 -8.56520808
#> 21 1.58304715 1.58050525 1.25370758 0.79665355 0.25108925 0.20403274
#> 22 -2.39843186 -2.32770175 -2.03470413 -2.25857823 -0.47667010 -0.57361377
#> 23 -1.32614229 -1.34963337 -1.36559718 -1.33416113 0.89354233 0.97915506
#> 24 -5.18058380 -5.59665836 -6.28523908 -6.64694326 -10.23810526 -10.18557366
#> 25 -3.92790767 -4.15361803 -4.62421212 -4.98661957 -6.92654178 -6.81829818
#> 26 -4.01880255 -4.80049428 -6.61788749 -7.44900943 -12.10986725 -12.02855379
#> 27 -5.81206115 -6.42705221 -7.63983137 -8.19607000 -10.21733469 -10.21136403
#> 28 -6.68811412 -7.22167926 -8.39332544 -9.07382111 -14.11709697 -14.12472311
#> 29 -6.87550599 -7.41918700 -8.54944044 -9.18081710 -13.09534053 -13.21777504
#> 30 1.89746388 1.52815895 0.85774341 1.10487387 1.58761354 1.49400517
#> 31 -1.30004483 -1.33886267 -1.33831277 -1.30375223 -2.08686614 -2.09964145
#> 32 1.01372204 1.34503288 1.88109192 1.90076589 -0.42796081 -0.47977233
#> 33 -2.34751004 -2.54408841 -2.78713909 -2.68655401 -3.46057101 -3.38742527
#> 34 -0.47759327 -0.38867592 -0.15019298 -0.03389923 -0.43828753 -0.45587221
#> 35 -1.10882022 -0.99041783 -0.70303226 -0.71825670 -1.20516464 -1.18536918
#> 36 -6.07961520 -6.43013337 -7.12666522 -7.58444796 -12.82353483 -12.85824567
#> 37 -1.70674533 -1.95643247 -2.39160734 -2.53066073 -3.66313529 -3.64308808
#> 38 -3.38886610 -3.71457110 -4.20606672 -4.43837378 -6.85617664 -6.82758187
#> 39 -0.58211246 -0.64007397 -0.73548827 -0.92574251 -2.20355258 -2.17967297
#> 40 -0.10578676 -0.17598629 -0.27045942 -0.34200098 -2.30117485 -2.31538727
#> 41 -3.99098972 -4.26361440 -4.77217801 -5.05512579 -5.54221979 -5.56936223
#> 42 -3.15725270 -3.52867763 -4.30327882 -4.64560021 -4.58188945 -4.56962271
#> 43 -3.80035839 -4.25216488 -5.17399566 -5.47017787 -7.25469120 -7.26524184
#> 44 -3.87160308 -4.37943866 -5.38005335 -5.77561480 -8.30262403 -8.36956781
#> 45 -7.23666725 -7.50962329 -8.12925418 -8.72635702 -14.20856505 -14.21409173
#> 46 -6.45610429 -7.11144586 -8.45484379 -9.12209120 -11.13026915 -11.12443387
#> 47 -3.58708583 -3.65357450 -3.66338082 -3.79717633 -9.12199677 -9.09820479
#> 48 -3.13712025 -3.10275574 -2.87125888 -2.82034451 -6.52957529 -6.49843683
#> 49 -1.90550828 -1.88167688 -1.76053800 -1.72445957 -4.66216385 -4.62424070
#> 50 0.43516142 0.55685169 0.92652667 1.24434516 1.82117884 1.86766439
#> 51 -2.22762741 -2.31847797 -2.49180931 -2.61142488 -3.96796387 -3.99849957
#> 52 -1.98218013 -2.21927491 -2.60857827 -2.67693157 -2.87031246 -2.90482582
#> 53 -1.02051994 -0.95024871 -0.78258809 -0.84466597 -0.79595355 -0.82118353
#> 54 -2.14470813 -2.18311434 -2.15629068 -2.23893009 -5.07811734 -5.10074044
#> 55 -1.09517835 -1.13926564 -1.22508228 -1.34723152 -6.05261853 -6.08566848
#> 56 1.44640297 1.31585445 1.04187264 0.91779230 -0.37942986 -0.37492459
#> 57 1.73936889 1.68154010 1.58034151 1.56602853 1.21400718 1.15648486
#> 58 -1.78051912 -2.31194776 -3.10481075 -3.30484915 -7.39215604 -7.26393055
#> 59 -2.58844149 -2.88146727 -3.68560715 -4.17682156 -5.33482988 -5.31351824
#> 60 -5.70942005 -6.38844779 -7.85225734 -8.65295271 -16.84555226 -16.89151202
#> 61 -1.04847746 -1.27342858 -1.77054225 -2.03027764 -1.70383823 -1.62181941
#> 62 -3.69192551 -3.82615313 -3.90904091 -4.07758803 -5.85748515 -5.86636674
#> 63 -3.38058104 -3.38814782 -3.41135921 -3.60841451 -4.45374514 -4.50539037
#> 64 -1.16435153 -1.37678766 -1.87180839 -2.06787233 -1.66880426 -1.71817443
#> 65 0.54594849 0.43520117 0.06828821 -0.01209237 0.84652621 0.96247193
#> 66 11.20972879 14.49619607 20.55617977 21.15319054 32.29784297 32.66026525
#> 67 0.80297397 0.81812670 1.02685903 1.20873704 0.12572480 0.17942853
#> 68 1.43794158 1.81615296 2.68658689 2.89234617 2.56486525 2.57696247
#> 69 0.18862037 0.17454226 0.04915609 -0.05702922 2.43420922 2.38747229
#> 70 1.38093915 1.25160916 0.85856048 0.79441186 2.59333257 2.55952784
#> 71 0.79358529 1.01747372 1.30793466 1.30759587 0.54254683 0.50759617
#> 72 -1.28366055 -1.28102974 -1.21694793 -1.16724170 0.18739359 0.19891675
#> 73 0.70240301 0.63953494 0.53678149 0.71310846 4.61990759 4.59119110
#> 74 0.40881704 0.75924088 1.41037331 1.63026972 1.14684654 1.16516136
#> 75 6.52471611 8.37330927 11.83057093 12.36554270 14.01272440 14.12706655
#> 76 1.62484110 1.71473720 1.85659723 1.93874290 6.43656226 6.49338957
#> 77 0.44744009 0.43818391 0.41564214 0.52814195 0.89452386 0.81842405
#> 78 -0.49604237 -0.65791795 -0.94493630 -0.74179293 -0.18338185 -0.20092834
#> 79 0.91761001 0.72743057 0.40867282 0.42471329 -0.01917995 -0.03282067
#> 80 4.32232911 4.86223588 5.89997828 6.12675165 7.99049961 8.03085345
#> 81 0.83680757 0.69723657 0.48055710 0.53185592 2.47985748 2.51415156
#> 82 4.21096091 4.49173858 4.88543103 4.89478138 6.71883797 6.78926713
#> 83 4.38229185 4.79741327 5.50391744 5.69194144 10.29596594 10.34410065
#> 84 2.36255435 2.63963158 3.22907072 3.45936742 6.63412234 6.64020830
#> 85 3.18575096 2.87535973 2.31537401 2.36937553 6.73782384 6.80726184
#> 86 2.91004933 2.89254292 2.79912485 2.85202686 4.93339838 4.94531501
#> 87 10.87254080 11.90121400 13.49206793 13.77786264 21.29092827 21.42643107
#> 88 5.07617542 5.55572382 6.26542982 6.44126946 8.49799171 8.61958389
#> 89 5.70550289 5.84992931 6.03787693 6.44209703 1.05785211 1.11291441
#> 90 6.76715907 8.22147749 11.01182535 11.48812825 12.09132419 12.18129876
#> 91 0.32199711 0.64353969 1.28614028 1.45286536 0.53658001 0.51959513
#> 92 13.06397999 13.62381179 14.54366855 15.02555787 25.43807362 25.72309458
#> 93 10.74154166 11.48120942 12.74241905 13.06400977 25.08218796 25.35225683
#> 94 8.78947576 9.92772922 12.15022605 12.62425364 17.97936019 18.21566639
#> 95 3.38707486 3.75997832 4.55045492 4.91635685 11.11263035 11.21000062
#> 96 1.56472216 2.24734790 3.81483450 4.22183190 7.60961679 7.81186148
#> 97 5.46239072 5.96603343 6.80272589 6.99326606 6.63449449 6.83754274
#> 98 9.70617361 9.97282016 10.53606950 11.06754241 18.61238585 18.80698787
#> 99 9.75779709 10.31107814 11.46209550 12.06457243 20.04195362 20.18347263
#> 100 7.59144792 8.42556230 9.94413761 10.47831788 13.42795577 13.66866638
#> 101 -1.29453341 -1.24867257 -1.11009908 -1.10301195 -0.87649679 -0.88154600
#> 102 0.13189175 0.08196666 -0.04800216 -0.08131519 -0.83788638 -0.79501102
#> 103 1.41807219 1.31070118 1.07345625 0.97980856 5.82221171 5.83457984
#> 104 1.71740552 1.87519517 2.19127396 2.29587589 3.63974259 3.60754113
#> 105 -0.15410655 0.20720629 1.01733100 1.21524677 1.31424408 1.28532464
#> 106 1.25939439 1.26126375 1.37363526 1.36889808 3.65723798 3.71819375
#> 107 1.45975611 1.86957795 2.75726856 2.76434825 5.49101809 5.52929632
#> 108 0.59292412 0.76206513 1.19284760 1.12480275 2.03866309 2.02655816
#> 109 0.89619155 1.17106185 1.74804247 1.68297986 2.24489654 2.31995102
#> 110 2.77470050 2.87558796 3.25638319 3.43589212 6.82606987 6.93214195
#> 111 2.58943493 2.75172249 3.13634067 3.25497678 4.43216283 4.49353888
#> 112 0.43825942 0.35559709 0.28975765 0.43465383 2.16248849 2.12773782
#> 113 2.96238066 2.80769768 2.32894954 2.07377795 1.00394960 0.92056249
#> 114 4.36702875 4.66639462 5.43971629 5.71000208 8.99099828 9.10356463
#> 115 -1.34833033 -1.39521205 -1.24519940 -0.95040073 -0.98101119 -0.95812665
#> 116 1.44438488 1.95004997 2.99297182 3.39713635 4.28610189 4.20812393
#> 117 7.11170375 7.32218115 7.91654421 8.73755026 14.46960259 14.64871028
#> 118 2.26618635 2.29551858 2.56041114 3.15701194 7.91590730 7.97620782
#> 119 0.69481824 0.44847233 -0.14337257 -0.28862229 0.08735984 0.17975998
#> 120 2.41587763 2.38756029 2.34824194 2.22673740 6.50727810 6.64684551
#> 121 8.47331193 8.77059622 9.59567059 10.47668171 18.02454526 18.09867170
#> 122 7.52280794 7.87826904 8.83414309 9.55708187 15.56296685 15.74548237
#> 123 7.11476277 7.62679923 8.82277656 9.47057545 15.17888585 15.31087289
#> 124 12.52950853 13.27497658 14.75635108 15.59920420 24.29739214 24.39317982
#> 125 7.85011161 8.20442020 9.17965672 9.98801975 16.69826850 16.77530676
#> 126 9.87386340 10.39197389 11.59922964 12.22749589 20.22093167 20.39679792
#> 127 3.84159110 3.92901212 4.12072795 4.27453929 7.12582563 7.16781693
#> 128 1.48991857 1.81145660 2.53989326 2.66300918 4.58816961 4.61892400
#> 129 -0.61626231 -0.75914575 -1.03240851 -1.25615724 -2.29774221 -2.25815724
#> 130 2.00349082 1.97469821 2.01486113 2.04314417 2.58715091 2.61966321
#> 131 3.30115156 3.69212093 4.58424219 4.96732635 6.03456445 6.03350601
#> 132 2.98366536 3.18364061 3.67698350 3.98142571 4.74314980 4.75635812
#> 133 4.73893936 5.11178497 5.89678200 6.28850251 8.83839404 8.87558688
#> 134 3.32660735 3.38590010 3.58259016 3.91822106 7.25611543 7.24169363
#> 135 3.90100750 3.97549532 4.27459947 4.66979361 6.90039595 6.86024222
#> 136 8.22607076 7.91561763 7.12002830 7.25703605 13.31450245 13.48037821
#> 137 5.93580974 6.17427879 6.51903995 6.54325355 11.95099146 12.12019757
#> 138 1.85849582 1.59910542 1.13744961 1.03817176 2.63697367 2.73829834
#> 139 0.86108326 0.70244145 0.39147927 0.32932663 0.22454859 0.24238522
#> 0.0186 0.0174 0.0162 0.0151 0.0141 0.0131
#> 1 -13.4713526 -13.79227228 -14.431483136 -16.557019492 -27.0879346 0
#> 2 -2.0543816 -2.13408492 -2.278972174 -2.736059248 -4.9011634 0
#> 3 -0.7668046 -0.82417532 -0.925917968 -1.208528625 -1.9506407 0
#> 4 -23.9791584 -24.28347009 -25.164106622 -28.867293853 -48.2375800 0
#> 5 0.4664917 0.42747398 0.349473296 0.112854694 -0.4548925 0
#> 6 -1.2505728 -1.26368755 -1.238321411 -1.040185723 -0.5219015 0
#> 7 -7.9222038 -8.34698170 -8.987806164 -10.481878825 -17.0638622 0
#> 8 -13.6318306 -14.06829142 -14.771724448 -16.627392974 -25.9624948 0
#> 9 -10.8289980 -11.18093763 -11.697589576 -12.881296224 -18.7416036 0
#> 10 -0.9013903 -1.03479981 -1.128341232 -0.948953890 -0.2971127 0
#> 11 -20.6433760 -21.03665123 -21.902628205 -25.010659238 -40.9750143 0
#> 12 -18.9488491 -19.24918649 -19.974769049 -22.777528371 -37.4450861 0
#> 13 -5.4810671 -5.52192593 -5.685754438 -6.468280382 -10.5458412 0
#> 14 -22.2890713 -22.80283836 -23.794316699 -26.992938388 -43.4738235 0
#> 15 -7.8073142 -7.85751209 -8.106131373 -9.380652017 -16.5145377 0
#> 16 -13.1609791 -13.33910368 -13.719609732 -15.033973114 -22.3909877 0
#> 17 -0.9350814 -0.91433733 -0.859445072 -0.674312749 -0.2949019 0
#> 18 -15.2605034 -15.40877522 -15.915730125 -18.214850518 -30.6086848 0
#> 19 -12.1606028 -12.47984177 -13.100521752 -15.135791349 -25.6620034 0
#> 20 -12.5381608 -12.76198038 -13.058599533 -13.634678468 -17.6635765 0
#> 21 -0.5266735 -0.54506849 -0.591599011 -0.746554447 -1.0714939 0
#> 22 -0.8071781 -0.71888772 -0.604117337 -0.425030159 -0.2965033 0
#> 23 0.1299128 0.07974297 0.031329486 -0.003517412 -0.2875479 0
#> 24 -19.4083041 -19.75754270 -20.487963548 -23.042517089 -37.0953479 0
#> 25 -13.1363243 -13.44921067 -13.956385181 -15.303485477 -22.8057812 0
#> 26 -23.6730551 -24.00671611 -24.792238202 -27.771329802 -44.1497155 0
#> 27 -18.3603928 -18.74718180 -19.574169926 -22.465679575 -36.9609310 0
#> 28 -29.3484010 -29.89846869 -31.141095471 -35.652737656 -58.4672617 0
#> 29 -30.0316253 -30.53074186 -31.530532832 -34.936934565 -54.4800925 0
#> 30 0.3657160 0.27922334 0.171834861 -0.003029937 -0.3648186 0
#> 31 -3.2633689 -3.35873190 -3.520368173 -3.934386928 -5.7285526 0
#> 32 -0.7914683 -0.84488855 -0.933100657 -1.151518891 -1.6682307 0
#> 33 -4.3390434 -4.36719522 -4.543237839 -5.460274112 -9.8648519 0
#> 34 -0.8462039 -0.81931692 -0.851253598 -1.197834251 -2.9611064 0
#> 35 0.3190763 0.14838102 -0.076891253 -0.461305700 -1.2310745 0
#> 36 -23.5701513 -23.90329380 -24.697060628 -27.745994781 -44.4626580 0
#> 37 -5.4683361 -5.48270236 -5.606694114 -6.287297733 -10.1101101 0
#> 38 -11.5938047 -11.84295976 -12.315679729 -13.828051097 -22.0248424 0
#> 39 -3.3251873 -3.36160888 -3.519030287 -4.262354404 -7.7542064 0
#> 40 -3.0403876 -2.94101493 -2.884001281 -3.122461967 -5.1473687 0
#> 41 -11.0420292 -11.35174651 -11.996072190 -14.186655686 -24.4960170 0
#> 42 -8.3977957 -8.62742174 -9.100817864 -10.693528963 -18.2835701 0
#> 43 -12.9497782 -13.16759970 -13.725489435 -15.932154514 -27.1262594 0
#> 44 -16.1685048 -16.44022088 -17.141761922 -19.945031430 -34.1016938 0
#> 45 -23.4608932 -23.86836909 -24.704265418 -27.588687710 -42.8614668 0
#> 46 -20.3589185 -20.85250876 -21.850487308 -25.174020836 -41.1906837 0
#> 47 -14.7261443 -14.97334299 -15.504582008 -17.391296518 -27.5125713 0
#> 48 -11.0781835 -11.21507585 -11.622038934 -13.370620797 -22.6355451 0
#> 49 -7.4100406 -7.58074349 -7.877667952 -8.755611434 -13.6811406 0
#> 50 2.4108347 2.51416273 2.600018955 2.563444790 2.5640333 0
#> 51 -7.9642639 -8.09755773 -8.378301236 -9.355842684 -14.8155240 0
#> 52 -5.2339012 -5.27256997 -5.342821559 -5.582640131 -7.8715191 0
#> 53 -1.1037300 -0.99252118 -0.851850196 -0.638632466 -0.4351437 0
#> 54 -6.8980769 -6.99547628 -7.268570677 -8.397945524 -14.1826322 0
#> 55 -6.9359906 -6.90141114 -6.921398727 -7.259606417 -9.8855104 0
#> 56 -1.5839280 -1.43591549 -1.294513626 -1.251883868 -1.5356311 0
#> 57 1.1441224 0.95309180 0.712621682 0.337359974 -0.3833848 0
#> 58 -12.1899861 -12.44572567 -12.934662470 -14.392617349 -21.2768580 0
#> 59 -14.3226441 -14.63919576 -15.373561596 -18.030548768 -30.3316165 0
#> 60 -28.1589135 -28.91556242 -30.305124441 -34.534395946 -54.4926580 0
#> 61 -1.6294236 -1.50735390 -1.358020425 -1.133997269 -0.7507869 0
#> 62 -9.3202401 -9.50408065 -9.877653943 -11.149564364 -17.8606024 0
#> 63 -8.1780117 -8.43434667 -8.948767100 -10.679383167 -18.9333983 0
#> 64 -4.5870768 -4.79247254 -5.210329708 -6.625931060 -12.8503075 0
#> 65 5.3406568 5.17634978 5.150189213 5.992549291 11.5777267 0
#> 66 65.0232118 66.14045264 68.494599026 76.772482642 121.8064405 0
#> 67 0.5267975 0.48736863 0.432545805 0.339374270 0.2847991 0
#> 68 6.8658926 6.90984729 7.234940734 8.937420607 16.9295619 0
#> 69 0.4527195 0.47379789 0.485300576 0.444202727 0.4068022 0
#> 70 2.4629668 2.56507605 2.664426453 2.701318743 3.2494295 0
#> 71 -0.0397832 -0.01783144 -0.008270453 -0.071768349 -0.3921028 0
#> 72 1.2241988 1.21029505 1.136223058 0.810525028 0.1041295 0
#> 73 6.3530081 6.32088703 6.314995564 6.522742605 8.9129107 0
#> 74 2.0354151 1.99418352 1.920260143 1.715865143 1.3560175 0
#> 75 27.5730741 27.80695623 28.632687495 32.441157968 53.1564175 0
#> 76 12.9534211 13.00441995 13.307953809 14.965892910 24.7240632 0
#> 77 -0.1322435 -0.20874678 -0.324697376 -0.594836627 -1.5064905 0
#> 78 -1.1566452 -0.98159068 -0.709930868 -0.070129053 1.6205233 0
#> 79 0.2934593 0.13211235 0.014369370 0.206616818 1.3691422 0
#> 80 15.8373643 16.07549188 16.640566178 18.797410844 30.3828795 0
#> 81 4.0989826 4.26708399 4.562056041 5.423156497 9.1378826 0
#> 82 14.2323415 14.47696559 15.035626210 17.134424836 28.3663712 0
#> 83 16.1605376 16.33447961 16.802268094 18.745993027 29.7336878 0
#> 84 8.7802444 8.78471844 8.951899897 10.003727609 16.1613592 0
#> 85 12.4752588 12.74520535 13.336753265 15.485068591 26.5864062 0
#> 86 6.8114587 7.06383353 7.636406681 9.719736196 18.9809670 0
#> 87 39.7829584 40.42944763 41.859472012 47.104768415 76.0253292 0
#> 88 16.5184341 16.59133174 16.930077100 18.684537585 30.0392438 0
#> 89 11.1680083 11.37347776 11.932378528 14.255615074 27.2289123 0
#> 90 29.0402881 29.63989539 30.938948198 35.572325640 60.1734295 0
#> 91 2.2468986 2.37801558 2.605163610 3.271860275 7.3246408 0
#> 92 49.6991923 50.79156185 52.982642865 60.371639933 98.8341106 0
#> 93 49.0821293 49.77854198 51.550306167 58.666371139 96.7693984 0
#> 94 40.2614202 41.10994665 42.915333789 49.257691514 81.7709880 0
#> 95 19.4903128 19.81711356 20.645851395 23.871903415 40.1521455 0
#> 96 15.8308798 16.17512731 16.949815621 19.768170990 33.4677644 0
#> 97 16.0166744 16.41171690 17.139425783 19.444354802 32.1092688 0
#> 98 36.7154176 37.37635450 39.356149082 47.754410164 87.5680672 0
#> 99 37.0508038 37.16760276 37.935694900 42.162953412 67.2278466 0
#> 100 33.0148258 33.67861156 35.042294266 39.775453175 65.4497273 0
#> 101 0.7577071 0.79860605 0.843169485 0.871318522 1.1417534 0
#> 102 1.6427579 1.70027792 1.804614490 2.139579602 4.2355641 0
#> 103 10.1457415 10.40089829 10.789266120 11.748301489 17.2605692 0
#> 104 7.7623761 7.95430157 8.228205083 8.846208095 12.8099119 0
#> 105 3.3204819 3.48858764 3.639458179 3.610248187 3.9518255 0
#> 106 3.5995676 3.58599168 3.646169161 4.122703098 6.8415325 0
#> 107 6.4593115 6.50678012 6.571292615 6.747917168 8.9371934 0
#> 108 0.8877099 0.93134969 1.024683020 1.337082732 2.5742339 0
#> 109 1.7105868 1.81157100 1.889231629 1.810452787 1.6103689 0
#> 110 10.9356579 11.19192764 11.720274119 13.549182854 22.6801299 0
#> 111 8.9458050 9.20469559 9.704555451 11.305488925 18.8296480 0
#> 112 1.8854607 1.91770136 1.958925942 2.033323098 2.4180419 0
#> 113 0.2369272 0.31271167 0.420471657 0.628357160 1.0559727 0
#> 114 20.2464070 20.68763391 21.553820255 24.400826639 39.2507789 0
#> 115 -0.4943067 -0.43009873 -0.361462969 -0.305720737 -0.2693855 0
#> 116 4.2896597 4.28603030 4.290165611 4.314577114 4.9420542 0
#> 117 27.8714343 28.44244971 29.600644184 33.547566771 54.1365105 0
#> 118 13.1093354 13.47025451 14.053373072 15.602598447 23.6562048 0
#> 119 2.2140218 2.27461970 2.409102715 2.918160314 5.5456386 0
#> 120 16.4034963 16.73568257 17.446185763 19.981243477 33.2505142 0
#> 121 34.5876191 35.25050704 36.695071116 41.831348931 68.2245678 0
#> 122 34.7588580 35.34826240 36.787825416 42.354119251 71.3429611 0
#> 123 32.3080631 33.05493965 34.661408993 40.317475696 68.4666319 0
#> 124 48.1322552 48.93858211 50.857826213 58.153529565 96.4375579 0
#> 125 33.1490483 33.92628864 35.569266259 41.256072581 69.2926148 0
#> 126 41.4390768 42.32322547 44.015430663 49.524791160 79.3204200 0
#> 127 14.4519008 14.79555841 15.506653890 17.932216454 29.9799632 0
#> 128 9.9012325 10.05640718 10.470316566 12.121241512 20.3558466 0
#> 129 -2.0569698 -2.12652034 -2.177185855 -2.116959897 -2.2198939 0
#> 130 6.3819411 6.50942679 6.760549223 7.580301456 11.7776815 0
#> 131 12.7778196 13.04827381 13.693497903 16.089509741 27.4088265 0
#> 132 11.3112119 11.57919452 12.131399672 13.994912227 23.1213073 0
#> 133 18.7855193 19.13427497 19.917068072 22.754019536 37.2353662 0
#> 134 13.4986178 13.89950711 14.691931709 17.256201491 29.0572532 0
#> 135 12.4540305 12.64660301 13.092831231 14.750882060 23.4925742 0
#> 136 27.8338999 28.24992289 29.268546589 33.274296743 54.9704296 0
#> 137 23.4904821 23.87795498 24.675012674 27.466124024 43.0468226 0
#> 138 6.1245432 6.16348024 6.333495071 7.182069897 11.6858534 0
#> 139 -0.1316842 -0.03530929 0.114379250 0.439547076 0.9794780 0
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $X
#> V1 V10 V11 V12 V13
#> [1,] 0.57904098 0.639145085 1.903995358 2.781513672 2.901450935
#> [2,] -0.22984926 3.140822217 2.953047053 3.135476380 1.939211047
#> [3,] 1.88766444 1.834256948 1.336098822 0.969893512 1.037854700
#> [4,] -0.12820860 0.764906699 0.473133329 1.177533053 2.498359898
#> [5,] 0.85855278 0.613540924 0.335236781 0.366484643 -0.081142814
#> [6,] -0.81851806 -0.894845378 -1.335832139 -1.193599026 -0.522723446
#> [7,] -0.95827397 -0.096598009 -0.336452856 -0.009078152 0.909789319
#> [8,] -0.07738827 -0.882043297 0.093547132 0.755982977 0.002834486
#> [9,] 0.15130321 0.669267627 -0.016177003 -0.225079017 -0.212007439
#> [10,] -0.52630117 -0.630520070 -0.825021808 -0.668229180 0.522793931
#> [11,] -0.19596904 -0.378996842 -0.500297679 -0.829184663 -0.988097647
#> [12,] 1.47263175 -0.139522631 0.384909193 1.093223038 0.611669906
#> [13,] -0.85239828 -0.970904797 -1.193487315 -1.350373848 -1.202239760
#> [14,] -0.09856341 -0.876018789 -1.435176964 -1.454890395 -1.356198142
#> [15,] -0.48818593 -0.697542726 -1.118608007 -1.127405212 -1.097967947
#> [16,] -0.58982658 -1.062025487 -0.496590783 0.638227667 1.251297003
#> [17,] -0.91592369 0.485520120 0.760788493 0.503052932 -0.238600250
#> [18,] -0.32301986 -1.230711723 -0.308280443 -0.087813951 0.093110082
#> [19,] -0.98368413 -0.203533034 -0.281590789 -0.970630391 -0.762758560
#> [20,] -0.51359609 -1.341412066 -1.202383867 -1.338528639 0.160291922
#> [21,] 0.53245567 -0.568768858 -0.919918357 -0.128923793 -0.536019852
#> [22,] -0.02233291 -0.946053699 -0.432090784 -0.003503936 0.027327865
#> [23,] -0.46701079 -0.339084474 -0.016918382 -0.540022214 -0.885925266
#> [24,] -0.81851806 -1.165948258 -0.888039048 -1.421445100 -1.106365677
#> [25,] -0.95403894 -0.893339250 -0.571470091 -1.158063400 -1.724298638
#> [26,] -1.05144457 0.340178854 -0.551452850 -1.141340752 -0.262393818
#> [27,] -0.94556889 -1.041692771 -1.083763180 -0.669622733 -0.862131698
#> [28,] -0.44583565 -1.095913347 -1.097849387 -0.435505667 -0.906219780
#> [29,] -0.94556889 -0.499487011 -0.161487344 0.820783237 0.675352691
#> [30,] -0.25102439 -1.101184792 -1.081539042 -1.183844148 -0.869129806
#> [31,] 0.38846474 0.115012851 0.080943684 0.537891781 0.219775842
#> [32,] -0.03503800 0.581159191 0.731133321 0.264755203 -0.815244372
#> [33,] 0.24023878 -0.919696475 -0.582590780 0.003463834 -0.104236571
#> [34,] -0.53477123 -1.260834266 -0.660435606 0.636137336 0.296755033
#> [35,] -0.83545817 -0.873006534 -0.153332171 0.808241251 -0.075544327
#> [36,] -0.78463784 -0.845143183 -1.186073522 -1.195689357 -1.082572109
#> [37,] -0.09856341 -0.958102716 -1.350659725 -0.941365758 -0.706773694
#> [38,] -0.78040282 -0.829328848 -0.670814916 -0.756023080 -0.480034986
#> [39,] -0.48818593 -0.620730243 -0.450625267 -0.817339454 -0.511526473
#> [40,] -0.69570227 -0.391045859 -0.325332167 -0.310085809 -0.366665632
#> [41,] -0.42466052 -0.871500407 -0.582590780 -1.240283084 -1.242828788
#> [42,] -0.38654527 -0.430205164 -0.673039054 -1.123224551 -1.508057092
#> [43,] -0.81004801 -0.543164697 -1.083763180 -1.435380640 -1.501058984
#> [44,] -1.05567960 -0.635038451 -1.017039044 -1.150398853 -1.481464281
#> [45,] -1.03873949 -0.847402374 -1.527849375 -0.700977698 -0.934912024
#> [46,] -0.21714417 -0.937016937 -1.499676962 -0.348408544 -0.605301124
#> [47,] -0.42466052 -0.790922607 -0.850228704 -1.015920895 -1.106365677
#> [48,] -1.06414965 -0.688505963 -1.047435595 -1.207534566 -1.296714222
#> [49,] -0.45854074 -0.700554980 -0.954021805 -0.962269067 -1.037084405
#> [50,] -0.75075763 -0.759293938 -0.807228705 -1.206837789 -1.595533446
#> [51,] -0.87780845 -0.743479603 -1.021487320 -1.434683863 -0.858632644
#> [52,] -0.48395090 -0.491956375 -1.117125248 -1.596336123 -1.062977405
#> [53,] -0.32725489 -0.487437994 -1.046694216 -1.603303893 -0.891523753
#> [54,] 0.08354277 -0.889573933 -1.477435583 -1.303689790 -0.747362722
#> [55,] -0.36113511 -1.262340393 -1.315814898 -0.820823339 -0.349170361
#> [56,] 0.39269977 0.177517126 0.017185065 0.531620788 0.737635855
#> [57,] 0.26141392 0.022386033 0.582116084 0.388781506 0.638962528
#> [58,] 2.28575701 0.548024395 0.264805748 -1.124618105 -1.226733139
#> [59,] -0.80581298 1.702470826 0.493150569 -0.942759312 0.368135738
#> [60,] -0.26796450 0.130827185 0.224771266 0.461943090 1.965803858
#> [61,] 0.60445114 -0.463339960 0.254426438 0.487027061 1.240100029
#> [62,] -1.23355075 -0.446772562 -1.005176976 -0.216020916 -0.230202520
#> [63,] -0.10703346 -0.660642612 -1.043728699 -1.230528206 -1.764187855
#> [64,] -0.57288648 -0.736702031 -1.071901112 -1.316231775 -1.242828788
#> [65,] 0.73997202 0.003559444 -1.040021802 -0.043917001 -0.394658065
#> [66,] 4.22116453 0.156431346 0.413081606 -0.209749924 0.254066573
#> [67,] -0.48818593 -1.313548715 -0.073263208 0.038302683 -0.701875018
#> [68,] 1.32440580 1.185116163 2.310271209 1.842955074 1.647389931
#> [69,] -0.65335200 -0.519066663 0.459047122 1.528708653 2.032285887
#> [70,] -0.03927302 0.578900001 1.132219517 1.694541576 1.545217550
#> [71,] 0.06236763 -1.378312180 -1.077090767 -0.575557841 -0.585706421
#> [72,] 0.47316529 -1.438557265 -0.811676981 -0.060639649 0.166590219
#> [73,] 1.19735497 -1.259328139 -0.569245953 -0.374189292 -0.353369226
#> [74,] -0.45007068 -1.007051847 -0.908056289 -0.570680402 -0.044052840
#> [75,] 0.90513808 -0.966386415 -0.548487333 -0.232743564 -0.048951516
#> [76,] 0.58327600 -0.262271991 0.333012643 0.531620788 0.867100858
#> [77,] -0.14091368 -0.192990144 -0.263056306 0.215284037 0.351340278
#> [78,] 0.41387491 -0.036352924 -0.030263209 0.323981247 0.815314857
#> [79,] 0.19788851 -0.436229672 -0.267504582 -0.282911507 0.063018217
#> [80,] -0.23408428 -0.007736509 0.400478158 0.759466862 0.515795823
#> [81,] 0.12589304 -0.388033605 -0.400952854 -0.118472139 0.121802326
#> [82,] -0.28490461 0.382350413 0.374529883 0.279387520 0.397527793
#> [83,] 0.30376419 0.523173298 0.960219522 0.957351526 0.748832828
#> [84,] -0.37384019 1.124871079 0.726685046 0.754589423 0.872699345
#> [85,] 1.68861815 1.628670597 1.866185014 1.873613261 2.229632540
#> [86,] 0.24447381 0.432052607 0.840116077 1.002642030 1.260394543
#> [87,] 4.46679612 0.032928923 1.413943648 2.037355852 3.049810831
#> [88,] 0.53669070 0.798041495 1.070685036 1.953742614 2.379392057
#> [89,] 2.76008008 2.260490921 0.843822974 -0.599248258 -0.487732905
#> [90,] 2.00624521 3.453343593 1.966271219 0.016005820 -0.785852318
#> [91,] 3.24710823 2.969123726 2.190167764 -0.215324139 -0.259594575
#> [92,] 0.48163535 3.827616180 3.701098757 1.723109432 0.158892300
#> [93,] 1.75637859 -0.684740646 -0.452849405 0.418046140 0.333145196
#> [94,] 1.65473793 -0.584583193 -0.007280451 -0.554654531 -0.342172253
#> [95,] 0.84584770 -0.549189206 0.219581611 0.151877332 1.161021406
#> [96,] -0.07315324 -0.772096018 -1.354366621 -1.153882738 -0.082542435
#> [97,] 1.71402832 -0.924967920 0.136547131 0.947596648 0.421321361
#> [98,] 2.98453653 -0.492709439 0.118012649 0.049451115 0.016130891
#> [99,] 1.43028148 1.053330041 -0.164452861 -0.824307224 0.881097075
#> [100,] -0.46277576 -0.594373019 -0.410590785 -0.538628660 -1.067876081
#> [101,] -0.45430571 -0.128226678 -0.446176991 -0.699584144 -0.907619402
#> [102,] -0.36113511 0.329635964 -0.077711484 -0.724668115 -0.728467830
#> [103,] -0.78463784 0.041965686 -0.040642519 -0.397182932 -1.111964163
#> [104,] -0.35266505 0.041212622 -0.823539050 -1.619329764 -0.701175207
#> [105,] -0.84392823 0.109741406 -0.867280428 -1.258399286 0.006333540
#> [106,] -0.48818593 0.524679425 -0.119970103 0.332342571 0.130200056
#> [107,] -0.88627850 0.687341153 0.559133326 0.606872703 -0.221804790
#> [108,] -0.34419500 0.885396868 0.441995398 -0.052975102 -0.184015005
#> [109,] -0.24678937 0.700896297 0.115788511 0.028547805 -0.366665632
#> [110,] -0.04774308 0.831176292 -0.117004586 0.042483345 -0.247697791
#> [111,] -0.42042549 0.065310656 -0.005056313 -0.329595565 -0.789351372
#> [112,] -1.03450446 0.221947875 0.090581615 0.222948584 -0.452742363
#> [113,] -0.40348538 -0.160608411 0.147667820 0.295413390 -0.104236571
#> [114,] 0.40116982 0.208392731 -0.726418363 -0.853571857 -0.445044444
#> [115,] -0.75922768 -0.865475899 -0.926590771 -1.028462881 -1.174947138
#> [116,] 0.05389758 0.488532374 0.523547120 0.418742917 -0.321177928
#> [117,] -0.53053620 0.836447737 1.806133292 1.866645491 1.133728784
#> [118,] -0.09432838 1.091736282 1.394667786 1.730773979 1.724369122
#> [119,] -0.48818593 0.412472955 0.430874709 0.381813737 0.580878230
#> [120,] 0.32917436 0.402683129 0.539857465 0.588059724 0.438816631
#> [121,] -0.02656794 1.813924232 2.129374662 2.125846529 1.823742260
#> [122,] 0.45199015 0.506605899 0.787478148 1.206797686 0.636163285
#> [123,] -0.93709883 1.296569569 1.393185027 1.351030522 1.841237531
#> [124,] -0.20020406 2.930717485 3.206598771 2.173227364 1.680980851
#> [125,] 0.10048288 1.576709212 2.146426386 1.937716743 1.946209155
#> [126,] -0.45430571 1.423837310 0.855685042 0.772705625 0.818813911
#> [127,] -0.96250899 0.072088228 0.484254018 0.372058859 -0.020959083
#> [128,] -0.67029210 -0.075512229 0.008288514 0.110767489 0.193183031
#> [129,] -0.47971587 -0.208051415 -0.112556310 0.112161043 -0.467438391
#> [130,] 0.32070430 0.337166599 0.244788507 0.340703894 0.063018217
#> [131,] -1.12767506 0.194837587 0.126909200 0.643801883 0.375133846
#> [132,] 0.21059359 -0.132745059 -0.094763208 0.061296324 -0.185414627
#> [133,] -0.33148991 0.018620715 0.224029887 0.376239521 -0.274290602
#> [134,] -0.84816326 0.186553888 0.608805739 0.224342138 -0.081142814
#> [135,] -0.78463784 0.880878487 0.828995388 0.820783237 0.197381896
#> [136,] -0.54747631 0.497569137 0.562098843 0.259877764 -0.348470550
#> [137,] 0.02848741 0.098445452 0.545047120 0.602692041 0.151894192
#> [138,] 0.87125787 0.380844286 0.271478162 -0.129620570 -0.626295449
#> [139,] -0.23831931 0.249058163 0.274443679 -0.082239735 -0.775355155
#> V14 V15 V16 V17 V18
#> [1,] 3.02436217 2.071129672 2.37515273 2.205244735 1.666759374
#> [2,] 1.47359234 1.586308971 1.29485690 0.967711743 1.152379888
#> [3,] 0.73170205 0.626019441 0.60489478 1.176576459 0.624392480
#> [4,] 3.27541534 3.319358401 2.60900905 2.017381041 1.725467841
#> [5,] 0.52259542 1.166459166 0.19650599 -0.613856185 -1.317263719
#> [6,] -0.25623287 -0.682258146 -0.81113962 -1.054495825 -0.675747354
#> [7,] 0.01360234 -0.174796072 0.60489478 -0.077375514 -1.172630939
#> [8,] -0.08782064 -0.009415610 0.17888079 0.539672716 -0.012458312
#> [9,] -0.88042242 0.115604144 -0.26260899 -0.735280280 -0.926910731
#> [10,] 0.94706936 0.252436789 0.79189386 0.840560096 0.856504764
#> [11,] -1.01502698 -0.547394317 0.61693150 0.994822154 0.393835386
#> [12,] -0.61496969 -0.204820502 0.05163544 0.615658235 0.857282360
#> [13,] -1.11644996 -0.755596506 -0.57384424 -0.379026568 -0.299391086
#> [14,] -1.26983656 -0.881108464 -1.33688646 -1.162937469 -0.936241878
#> [15,] -1.59413966 -1.587420856 -1.61502072 -1.374856880 -0.956459364
#> [16,] 1.39095139 1.502142129 1.41092529 0.354481880 -0.299002289
#> [17,] -1.06323420 -0.973642771 0.22444838 0.981457867 0.957980989
#> [18,] -0.22555555 0.273109347 0.46346329 -0.461885148 -0.362376330
#> [19,] -1.34746896 -0.530167185 0.51676878 1.147938701 1.239859392
#> [20,] 0.55577701 0.743656139 0.29365953 -0.400791264 -0.166033442
#> [21,] -0.51730312 -1.056825206 -0.80942009 -0.670749865 0.814514602
#> [22,] -0.15293169 -0.014337648 -0.19597714 0.446886380 1.292347095
#> [23,] -0.65754230 -0.588247229 -0.69292182 -0.711988237 -1.278383940
#> [24,] -0.64063847 -0.697024259 -0.79179489 -0.866250294 -1.149691869
#> [25,] -0.69510636 -0.141326217 -0.81113962 -1.130481343 -1.139971924
#> [26,] 0.15885005 0.511335965 -0.54461220 -1.358819736 -1.222785855
#> [27,] -0.12413257 -0.531643797 -0.48141941 -0.280130842 -0.685467299
#> [28,] -0.68571535 -0.621224880 -0.27335607 1.006659094 0.477038114
#> [29,] -0.18360901 -0.454367807 0.62251998 1.178867480 1.194370050
#> [30,] -0.90296086 -0.692594425 -0.45046784 -0.846012945 -0.715015932
#> [31,] -0.22117307 -0.011876629 -0.08076851 -0.008263058 0.302079106
#> [32,] 0.23084785 0.850956558 1.45133429 1.193377277 1.425315942
#> [33,] -1.11895423 -1.308833529 -1.01275472 -0.757426813 -0.389203378
#> [34,] -0.08969884 -1.520973349 -1.43876872 -0.786828245 -0.009347930
#> [35,] -0.53420695 -1.059778428 -1.19631474 -0.874650703 -0.173031802
#> [36,] -0.84348442 -0.462243067 -0.42338521 -0.266766555 -0.361598734
#> [37,] -0.58053596 -0.260439526 -0.68690346 -0.591327815 -0.642699541
#> [38,] -0.25560680 -0.321472792 -0.83134412 -0.699005786 -0.564939982
#> [39,] -0.24183331 -0.315074143 -0.78319723 -0.646312311 -0.534224956
#> [40,] -0.24621578 -0.765440581 -0.81500857 -0.644021290 -0.454910205
#> [41,] -1.28423612 -1.276840285 -1.19717450 -0.948727038 -0.783055546
#> [42,] -0.82971093 -1.254198912 -1.32184056 -0.624165778 -0.741842980
#> [43,] -1.05947780 -1.208423963 -1.36568862 -0.831121311 -0.636478777
#> [44,] -1.48582994 -1.193165646 -1.12710359 -0.834939678 -0.301723873
#> [45,] -1.20910799 -0.901781022 -1.15719539 -1.272524624 -0.987563187
#> [46,] -1.19032596 -0.885538298 -0.72516304 -0.822720902 -1.353810712
#> [47,] -0.75395673 -0.426312192 -0.76557203 -0.876559887 -1.097204166
#> [48,] -1.28674039 -0.870772185 -0.96847678 -1.128953996 -1.249224105
#> [49,] -0.86101432 -0.775776860 -0.86014628 -0.996456635 -1.143082306
#> [50,] -1.32618266 -0.857482684 -1.08454517 -1.206085025 -1.035774114
#> [51,] 0.27404652 0.761867678 1.13966916 1.341529947 1.259688080
#> [52,] 0.04991427 1.145786608 1.74279492 1.571777523 1.349111573
#> [53,] -0.07216895 1.224047006 1.87390922 1.697019985 1.377882610
#> [54,] 0.18201456 0.662442519 0.99135954 1.184595032 1.265908845
#> [55,] 0.67097348 0.968101052 1.25874673 1.258671366 1.233638628
#> [56,] 1.17307982 1.750212822 1.56310385 2.022726756 2.036894876
#> [57,] 0.57518511 1.276712808 1.69765721 2.105585336 2.104545693
#> [58,] 0.97211207 1.713297541 1.19512406 1.084935633 0.406276915
#> [59,] 1.71588056 1.824043386 2.50712679 2.205244735 1.829665651
#> [60,] 2.47279647 2.306895272 1.38986103 -0.272112270 -1.002726301
#> [61,] 1.76471384 0.597963827 -0.72559292 -0.786828245 -0.538890529
#> [62,] 0.17074534 -0.106871954 -0.64864387 -1.472988932 -1.133362361
#> [63,] -1.11144142 -1.088326246 -0.80340173 -1.018985005 -0.737566204
#> [64,] -1.19596057 -1.432376672 -1.15547586 -0.992256430 -0.363542723
#> [65,] 0.14319836 0.041281377 -0.25616075 -0.551616790 -0.626758832
#> [66,] 0.21018761 0.198786579 0.01595515 0.061613072 0.032253435
#> [67,] 0.46499719 0.628480460 0.70247821 0.149435531 -0.307167042
#> [68,] 1.52054742 1.625193068 2.05746923 2.123531665 1.845995158
#> [69,] 1.70523741 1.557761153 1.53387181 1.823026122 2.104545693
#> [70,] 1.25572076 1.157107295 1.47024914 1.529393641 1.783009915
#> [71,] -0.10222020 0.027991876 0.47335060 0.815358869 0.975476890
#> [72,] 0.48878776 0.622081811 0.63326705 0.902417654 0.982086453
#> [73,] -0.08594244 0.277046977 0.32074216 0.940219495 1.578502274
#> [74,] 0.07558304 0.156949260 0.46389318 0.682097834 0.732089469
#> [75,] 0.24962988 0.497062056 0.09677314 0.546163942 0.907437276
#> [76,] 0.83249896 1.030610929 0.64143483 1.010095625 1.344446000
#> [77,] 0.50256125 0.449318292 0.48022873 0.746628249 1.336670044
#> [78,] 1.30455404 1.287541291 1.15686447 1.218960341 1.329282886
#> [79,] 0.37797377 0.356291782 0.18919798 0.423594336 0.667549035
#> [80,] 0.33101869 0.526102078 0.63584635 0.768392945 0.889941375
#> [81,] -0.06277793 0.371057894 0.60446490 0.481633526 0.480537295
#> [82,] 0.82686435 0.959241384 0.93203570 1.149847885 1.162488631
#> [83,] 1.07103077 1.037501782 0.38866366 0.233057785 0.495700409
#> [84,] 1.10483843 0.954811551 1.14095881 1.604233649 1.512017850
#> [85,] 2.43460634 2.616983639 2.49294065 1.706184068 1.603385333
#> [86,] 1.86801502 2.297543401 1.87132992 1.474790982 1.706805547
#> [87,] 2.52726437 1.732985691 1.72817890 1.969269607 1.686588061
#> [88,] 3.05253521 2.527894759 2.19116283 2.205244735 1.681144892
#> [89,] 0.07558304 0.476389498 0.59887642 -0.682968641 -1.050937228
#> [90,] 0.86442841 0.619620792 0.28377222 -0.327860440 -0.228241090
#> [91,] -0.17359192 1.668506999 1.16632190 -0.973928265 -1.458008522
#> [92,] -0.63562993 -0.240751376 -0.07818921 -0.655858230 -0.808716201
#> [93,] -0.50227749 -0.603013341 -0.57556377 -0.927344178 -0.841764013
#> [94,] 0.09311294 0.722983581 0.69817938 0.443449849 -0.326995730
#> [95,] 0.44183268 -0.601044526 -0.49646531 -0.371389832 -1.186238862
#> [96,] 0.08309586 0.129878053 -0.01155736 -0.100285721 -0.831266473
#> [97,] -0.84911903 -0.672906275 -0.26260899 -0.741771505 -0.937019474
#> [98,] 0.00671559 0.279015792 -0.33955804 -0.102576741 -0.969678489
#> [99,] 1.70148100 -0.422374562 0.17716125 0.660333138 0.460708607
#> [100,] -0.24371151 0.056047490 0.03057117 -0.984237858 -0.902416470
#> [101,] -0.99436675 -0.330824664 -0.03949975 0.213584109 0.300523915
#> [102,] 0.08309586 0.553173285 0.72053329 0.991003786 0.613117343
#> [103,] -0.67319399 -0.151170292 0.61220279 1.002458889 1.297012669
#> [104,] 0.09311294 0.853417577 1.19856312 1.309837494 1.515517030
#> [105,] 0.49567451 0.904114564 1.14912658 1.086844817 1.144992730
#> [106,] -0.56801461 -1.156742568 -0.99255023 -0.925816831 -0.935853080
#> [107,] -0.67569826 -1.019909924 -0.79050524 -0.568417609 -0.510508290
#> [108,] -0.72640975 -0.907195263 -0.38684516 -0.225146347 -0.272175241
#> [109,] -0.53295481 -0.977580401 -1.17181141 -0.928107852 -0.933909091
#> [110,] -0.49288648 -1.032215018 -1.15289656 -1.274815645 -1.101092144
#> [111,] -0.79965968 -0.790542973 -0.83908202 -0.492813927 -0.341381248
#> [112,] -1.41383214 -1.014987886 -0.47755046 -0.001389996 0.269031293
#> [113,] -0.67194186 -1.273887063 -0.53859384 0.018847353 0.662494664
#> [114,] -0.90170872 -1.221221261 -1.17052176 -1.268324420 -1.515550596
#> [115,] -1.21662080 -1.306864714 -1.29518782 -1.111771341 -0.711127954
#> [116,] -0.56300607 -0.714743594 -0.47755046 0.075741033 0.528748221
#> [117,] 0.29658496 -0.190546593 -0.01284701 0.074595523 -0.270231252
#> [118,] 0.89635787 -0.009907814 -0.41392779 -0.358407382 -0.527226596
#> [119,] 0.02236728 -0.264869360 -0.82188670 -0.925434994 -0.914857999
#> [120,] 0.61650558 0.047187822 -0.71656538 -0.816611513 -0.909414830
#> [121,] 0.67723415 -0.497681737 -0.91775059 -0.736043953 -0.725902270
#> [122,] 0.60961884 -0.143295032 -0.32107307 -0.534434136 -0.597598997
#> [123,] 0.83688143 0.037835951 -0.18179100 -0.304950233 -0.674969758
#> [124,] 0.23022178 -0.617287250 -0.45691608 -0.491668417 -0.452188621
#> [125,] 0.59396714 -0.150678088 -0.36277172 -0.459594127 -0.726291068
#> [126,] 0.21582222 0.036851543 -0.39415317 -0.725734360 -1.246502520
#> [127,] -0.26249354 -0.682258146 -1.06047173 -1.056786846 -0.839042429
#> [128,] 0.01235020 -0.507033609 -0.93451603 -0.674186396 -0.578159107
#> [129,] -0.77586910 -0.598583508 -0.91689083 -1.109862157 -0.904749257
#> [130,] -0.42088869 -1.029261795 -0.77030075 -0.825775596 -0.919523573
#> [131,] -0.22054700 -0.725572077 -0.80125232 -0.735662117 -0.405144087
#> [132,] -0.42276689 -0.837302330 -0.88378984 -0.701678644 -0.482903647
#> [133,] -0.65629016 -0.898827800 -0.93881486 -0.933071730 -0.674580961
#> [134,] -0.41274981 -0.672906275 -0.91474141 -0.735662117 -0.339048462
#> [135,] -0.65128162 -0.920976969 -0.77245016 -0.560017200 -0.004293558
#> [136,] -1.23477677 -0.716220206 -0.73891929 -0.569944956 -0.670692983
#> [137,] -0.97934112 -0.994807532 -1.02522133 -0.887251317 -0.839042429
#> [138,] -1.24166351 -1.266504006 -1.03854770 -0.955218263 -0.874034231
#> [139,] -1.64672935 -0.961829880 -0.95042170 -0.781864367 -0.548999272
#> V19 V2 V20 V21 V22
#> [1,] 1.13930694 0.375856184 8.425994e-01 -0.287899875 -0.804360011
#> [2,] 1.49106295 0.555524904 1.150655e+00 0.784155141 0.252917761
#> [3,] -1.18966766 0.811324438 -3.811601e-01 -0.700885587 -0.709854735
#> [4,] 0.83224921 0.162689906 -1.942502e-01 -1.505897210 -0.830742734
#> [5,] 0.61536540 0.451986997 1.451787e+00 0.729038627 -0.292456434
#> [6,] 0.28420946 -0.275823581 8.079865e-01 0.736801516 0.953044345
#> [7,] -0.80409643 -1.027996019 -6.615248e-01 -0.936101133 -0.652364026
#> [8,] -0.28948321 0.656017578 3.099448e-01 -0.784724792 -1.616711610
#> [9,] -1.01048586 -0.863553462 -5.765308e-01 -1.085148608 0.037918259
#> [10,] 0.80232080 0.631655717 -6.195189e-02 -0.215316860 0.105253268
#> [11,] -0.77727746 -0.936639043 -9.234294e-01 -0.591428847 -0.205432826
#> [12,] 0.38604380 0.534208276 -2.957815e-01 -1.050991895 -1.607261083
#> [13,] -0.33029469 -0.760015555 -5.423025e-01 -0.584054103 -0.795303255
#> [14,] -0.68671486 0.744329322 -9.111225e-01 -1.491535865 -1.493460980
#> [15,] -0.64395999 -1.137624391 -6.976761e-01 -0.826256250 -0.523994360
#> [16,] -0.95179508 -0.303230674 -8.776634e-01 -0.422586005 0.209996615
#> [17,] 1.11676346 -0.379361487 1.451402e+00 1.515031171 0.826249767
#> [18,] 0.66006367 -0.552939742 6.460749e-01 -0.349614845 -0.651182710
#> [19,] 0.43890437 -0.750879858 -8.176676e-01 -0.861965540 -1.367453945
#> [20,] 0.51897259 -0.568165905 1.681771e+00 1.039166055 -0.347584512
#> [21,] 1.26407344 0.235775487 1.009511e+00 0.800845353 1.136935861
#> [22,] 1.54353484 0.278408742 1.182191e+00 0.666935512 -1.235540331
#> [23,] -0.49781606 -0.814829741 8.880666e-02 -0.565423168 -0.479891898
#> [24,] -1.50605372 -1.149805321 -1.772985e+00 -1.785361226 -1.156785935
#> [25,] -1.33386819 -0.568165905 -1.359937e+00 -1.414295116 -0.643701042
#> [26,] -1.05712755 -0.510306487 -1.166104e+00 -1.343264679 -0.863032036
#> [27,] -1.01592739 -0.653432416 -1.008423e+00 -0.641887628 -0.555496118
#> [28,] -1.00776510 -0.245371255 -1.497235e+00 -1.005578993 -0.199526246
#> [29,] 0.45794972 -0.397632883 -4.738458e-01 -0.630243294 -0.696466488
#> [30,] -0.02945584 0.144418510 -1.328785e+00 -0.378725680 -0.326714597
#> [31,] 0.76539614 0.771736415 9.879738e-01 1.118347526 0.867989597
#> [32,] 1.43820238 -0.184466605 1.549857e+00 1.570535829 1.028648566
#> [33,] -1.28295102 -0.361090092 -9.118917e-01 0.048621377 0.351754529
#> [34,] -0.49509529 -1.101081600 -3.320185e-05 0.205819886 0.449016208
#> [35,] -0.70498285 0.555524904 2.287967e-01 0.587754041 0.622669652
#> [36,] -0.72752633 -1.009724624 -9.745796e-01 -0.725726833 -0.712611139
#> [37,] -0.69876396 -0.065702535 -2.757829e-01 -0.214152426 0.063907210
#> [38,] -0.39481568 -0.973181834 -4.223110e-01 -0.411717960 -0.168812032
#> [39,] -0.29764551 -0.863553462 -3.334711e-01 -0.242875117 -0.014847187
#> [40,] -0.41463839 -0.906186718 -4.130809e-01 -0.166410657 -0.040836138
#> [41,] -0.69915264 -0.839191602 -6.603711e-01 -0.200179226 0.007991588
#> [42,] -0.77688878 -1.158941019 -3.650074e-01 0.001655897 0.452953928
#> [43,] -0.73840939 -0.753925090 -4.076966e-01 0.002044041 0.396250763
#> [44,] -0.24944910 -0.924458113 -1.550222e-01 -0.016586893 0.185582752
#> [45,] -1.65802787 -0.903141485 -1.577998e+00 -1.134442956 -1.766738735
#> [46,] -1.56046902 0.123101883 -1.716066e+00 -1.447675540 -2.128615187
#> [47,] -1.68951100 -0.562075440 -1.677607e+00 -1.532679178 -1.781308299
#> [48,] -1.55386145 -0.845282067 -1.669530e+00 -1.477950808 -1.262316826
#> [49,] -1.43647988 -0.650387184 -1.615688e+00 -1.368105924 -1.291062181
#> [50,] -0.81692289 -0.540758812 -9.153530e-01 -0.837124295 -0.171962208
#> [51,] 1.18905807 -0.933593811 9.622064e-01 0.909525803 0.960919785
#> [52,] 1.36940590 -0.900096253 1.208343e+00 1.342695028 1.302713866
#> [53,] 1.53614991 -0.641251486 1.314874e+00 1.570535829 1.528345211
#> [54,] 1.12531444 -0.321502069 1.012972e+00 1.570535829 1.464554150
#> [55,] 1.01648385 -0.147923814 1.153731e+00 1.570535829 1.094014715
#> [56,] 1.46851947 0.065242464 1.015664e+00 0.623851476 0.835700295
#> [57,] 1.84631709 -0.248416488 1.147193e+00 0.966194895 1.168043848
#> [58,] -0.50831043 0.165735138 -1.117646e+00 -0.254907595 0.630938864
#> [59,] 0.43424020 0.363675254 -4.003895e-01 -0.369798357 -0.418463468
#> [60,] -0.93935730 1.243747459 -5.107663e-01 -0.261506051 -1.026053637
#> [61,] -0.84646262 0.113966185 -5.353799e-01 -0.579784513 -1.462746765
#> [62,] -0.79865490 -0.275823581 -5.992215e-01 -0.908542876 -1.614742750
#> [63,] -0.50869911 0.001292581 -6.165280e-01 -0.964047535 -1.850612168
#> [64,] -0.71159043 -0.772196486 -1.012269e+00 -1.492312154 -1.571427832
#> [65,] -0.83363616 -0.367180557 -1.499158e+00 -1.044005295 -0.890202303
#> [66,] 0.06305016 5.905998485 -7.276740e-01 -1.440300795 -1.623011962
#> [67,] -0.63851846 0.071332929 -1.139183e+00 -1.381302836 -1.956143059
#> [68,] 1.09771811 2.026372223 6.753036e-01 0.370393140 -0.883901951
#> [69,] 1.78684895 -0.446356603 1.309489e+00 0.671981390 0.355692248
#> [70,] 1.89762294 0.375856184 1.647542e+00 0.887401569 0.158806257
#> [71,] 1.25940927 0.071332929 1.193344e+00 0.822581443 0.556122187
#> [72,] 0.97528370 0.473303625 1.171038e+00 0.955714995 0.740013703
#> [73,] 1.65897301 0.226639789 1.438326e+00 1.238284166 1.207814818
#> [74,] 1.15602021 -0.848327299 1.300259e+00 1.145905783 1.277118687
#> [75,] 1.34258694 1.478230365 1.387176e+00 1.248764067 1.537795739
#> [76,] 1.59406333 0.220549324 1.362178e+00 1.570535829 1.526770123
#> [77,] 1.64808995 0.607293857 1.450633e+00 1.289131091 1.321221149
#> [78,] 1.30721700 0.110920952 8.891346e-01 1.106315048 0.901460216
#> [79,] 0.73935453 0.238820719 6.953022e-01 0.941353650 1.002659615
#> [80,] 0.86917388 -0.406768580 9.537454e-01 0.947952106 0.999115667
#> [81,] 0.36855317 0.333222928 4.314747e-01 0.438706566 0.706936857
#> [82,] 1.02348010 -0.854417764 9.502841e-01 1.180450641 1.241285436
#> [83,] 0.96634404 -0.230145093 5.268526e-01 0.374274584 0.999509439
#> [84,] 1.26368476 1.380782923 1.086813e+00 0.793858752 0.961707329
#> [85,] 1.50077997 1.368601993 1.651773e+00 1.174628474 0.812467748
#> [86,] 1.84048688 0.567705834 1.290260e+00 1.139695472 1.288538074
#> [87,] 1.57540666 2.516654663 8.479837e-01 0.778721118 0.743557651
#> [88,] 1.42265516 0.141373278 8.687514e-01 0.466652967 0.585261314
#> [89,] -1.23786406 1.283335482 1.036047e+00 1.570535829 -0.794909483
#> [90,] 0.09025780 0.936178972 1.301029e+00 1.546859017 -0.947299240
#> [91,] -0.29609079 2.041598386 1.188729e+00 0.791141741 -0.938242485
#> [92,] -0.69993001 1.529999318 -2.907818e-01 0.222510098 0.929024254
#> [93,] -0.57671823 2.586695011 -1.468006e+00 -1.300180643 0.187945384
#> [94,] -0.19814326 2.595830709 1.284192e-01 0.586201463 0.610068949
#> [95,] -0.89737979 1.657899085 -8.149755e-01 -0.297603487 0.376955935
#> [96,] -1.06412380 0.878319554 -9.930398e-01 -1.103003254 -0.549983310
#> [97,] -1.25924150 3.576395588 -1.769438e-01 -0.237441094 0.080051861
#> [98,] -0.72869238 1.310742575 -8.776634e-01 -1.075056852 -1.263104370
#> [99,] 1.19838641 0.759555484 1.233726e+00 -0.273926674 0.109584760
#> [100,] -0.72830370 0.412398974 -1.042566e-01 0.855961867 1.537795739
#> [101,] 0.42724395 -0.370225790 8.787507e-01 1.284861502 1.537795739
#> [102,] 0.66472784 -0.257552186 1.079890e+00 1.539872416 1.537795739
#> [103,] 1.21548836 -0.604708696 6.395369e-01 0.542729283 0.717962472
#> [104,] 1.83154722 -0.016978815 1.681771e+00 1.570535829 1.534645563
#> [105,] 1.26873761 -1.006679392 1.140655e+00 1.421100210 1.474004678
#> [106,] -1.19199974 -0.674749044 -1.584921e+00 -2.108685566 -1.556070725
#> [107,] -1.06839929 0.162689906 -1.679530e+00 -2.087337620 -1.911253053
#> [108,] -0.82119838 -0.546849277 -1.310710e+00 -1.680562220 -1.871088311
#> [109,] -1.33969840 0.101785255 -1.879515e+00 -2.068318541 -1.462352993
#> [110,] -1.29616616 -0.111381023 -1.571845e+00 -2.112178866 -1.689165655
#> [111,] -0.30464176 -0.753925090 -5.638394e-01 -0.325161744 0.159987573
#> [112,] 0.29703592 -1.134579158 2.022602e-01 0.310230748 0.700242733
#> [113,] 1.04524622 -1.018860322 7.918338e-01 0.832673199 0.944381362
#> [114,] -1.17450911 -0.373271022 -1.019961e+00 -1.210131127 -1.079606626
#> [115,] -0.55689552 -0.312366371 -1.377158e-01 -0.055789484 0.033980539
#> [116,] 0.58621434 -0.559030208 8.342243e-02 -0.549121101 -0.514150060
#> [117,] -0.39054019 -0.689975207 -2.388624e-01 0.511289581 1.295625970
#> [118,] -0.21952069 -0.842236834 2.737936e-01 0.423180787 0.873896177
#> [119,] -0.59265414 -0.714337067 -5.195260e-02 0.487224624 0.875471265
#> [120,] -0.66494875 0.062197232 -4.034662e-01 0.201938441 0.241498374
#> [121,] 0.04517085 -0.543804045 4.887783e-01 0.872652079 1.057393921
#> [122,] -1.04352372 -0.239280790 -7.964295e-02 0.329249826 0.088714845
#> [123,] -0.40064589 -0.278868813 4.637801e-01 0.658396334 0.226535038
#> [124,] 0.33279454 -0.050476373 7.302997e-01 1.166477440 0.808136256
#> [125,] 0.13612212 0.686469903 8.864425e-01 1.085743391 1.012897687
#> [126,] -0.63851846 -0.635161021 -4.611544e-01 -0.412882393 -0.952024504
#> [127,] -0.71275647 -0.382406720 -7.492109e-01 -1.008684149 -1.179230938
#> [128,] -0.59109942 -0.488989859 -5.169197e-01 -0.654308251 -0.929185729
#> [129,] -1.06295776 -0.848327299 -9.691953e-01 -0.794816548 -0.970138015
#> [130,] -0.71975272 -0.887915322 -4.988440e-01 -0.342628245 -0.059343421
#> [131,] 0.43734965 -1.165031484 6.299222e-01 0.928544882 0.855782666
#> [132,] 0.05449918 0.065242464 4.064765e-01 0.703421092 0.721900192
#> [133,] -0.02207091 -0.248416488 2.072598e-01 0.645199422 0.799473272
#> [134,] 0.43929305 1.048852576 6.279993e-01 0.768629362 0.767971514
#> [135,] 0.54190475 -0.038295442 5.872329e-01 0.798128342 0.720325104
#> [136,] -1.18889029 -0.163149977 -1.494927e+00 -0.707872187 0.308833383
#> [137,] -1.15546376 -0.909231950 -1.243022e+00 -1.040900139 -0.057374561
#> [138,] -1.21687530 0.113966185 -1.627610e+00 -1.082819742 -0.081394652
#> [139,] -0.53590676 -0.111381023 -4.134655e-01 -0.098485375 0.512807269
#> V23 V24 V25 V26 V27
#> [1,] -1.03342802 -1.263174768 -1.50173551 -1.55264783 -1.505167169
#> [2,] -0.89363903 -1.379875352 -0.63210921 -1.87509453 -0.777234118
#> [3,] -0.29579150 -0.611669630 -1.53892760 -1.92753822 0.001682571
#> [4,] -0.22922532 -1.720325174 -2.00612712 -0.49476040 -0.648156495
#> [5,] 0.15311419 1.044513465 0.32151271 0.50412787 0.761176921
#> [6,] -0.46969566 -1.377681732 -0.36382469 0.52666227 1.217601869
#> [7,] -0.01122107 -0.961771381 -0.34878070 0.69669452 0.547935833
#> [8,] -1.20691613 1.040564949 1.05616097 -0.97085072 -1.707483192
#> [9,] -0.24420271 -1.490872523 -1.78966080 -0.56973848 0.467009424
#> [10,] 0.58579438 0.422402835 -0.44447720 -0.87169938 -1.136952007
#> [11,] -0.27415749 -0.272097255 0.53839693 1.15926420 1.145981997
#> [12,] -1.81350047 -2.240651837 -1.82183822 -1.74275618 -1.621296566
#> [13,] -1.30426917 -1.220179816 -0.99358290 -0.72584038 0.227062620
#> [14,] -1.28138705 -1.111814988 -0.93382482 -1.79601929 -2.475070183
#> [15,] -0.05324097 0.320180143 0.76531047 0.73684672 0.368279204
#> [16,] 0.39441661 1.061623700 1.31901294 0.31156122 -0.565611558
#> [17,] -0.27124522 -0.175139251 0.08331618 -0.04694052 -1.177415211
#> [18,] 0.22716907 0.587801782 0.39171801 0.80035274 0.784240948
#> [19,] -1.10873101 0.249106855 0.76447469 0.50535702 0.316081670
#> [20,] -1.36667497 -0.369055259 0.37124146 -0.38823417 -1.058453390
#> [21,] 1.34090452 0.755394349 -0.09094340 -1.53584946 -1.997604369
#> [22,] -0.95396464 -0.329131375 -1.53182349 -1.43710784 -0.336994452
#> [23,] 1.48069350 0.825590189 -0.88827496 -0.67544528 -0.321213802
#> [24,] -0.74719343 -0.389236563 -0.02826010 0.46274653 0.648689212
#> [25,] 0.08030743 0.061332984 0.34240714 0.49839185 0.023532701
#> [26,] -0.02370223 0.545684278 0.07621207 -0.04735023 0.002491835
#> [27,] -0.79919826 -0.775313682 -0.26185986 -0.17149426 -0.145198862
#> [28,] 0.06283381 0.095992180 0.52460660 0.78314466 0.709788651
#> [29,] -0.37317469 0.248668131 0.72937204 0.81919969 0.982915282
#> [30,] -1.16240000 -0.449780475 -0.70315028 -0.52221139 -1.207762615
#> [31,] 0.48594511 0.356155511 0.63660076 0.78478352 0.267525825
#> [32,] 0.01249313 -0.359842055 0.57433535 0.31360981 -0.356012158
#> [33,] 0.81128733 0.772065861 0.36204791 -0.31735326 -0.507749175
#> [34,] 0.74929757 0.865514073 1.31901294 0.65244517 -0.173118473
#> [35,] 0.59328308 0.640448662 1.31901294 1.02078010 0.221802404
#> [36,] -0.73970473 -0.367300363 0.04361675 0.57214078 0.762390817
#> [37,] 0.16018685 0.321935039 0.69385151 0.79830416 1.188468362
#> [38,] -0.08610803 -0.022902024 0.60108022 0.75118679 0.892277704
#> [39,] 0.10610183 0.299560115 0.87187208 0.98964166 1.217601869
#> [40,] -0.24420271 0.140742027 1.11006861 1.17524313 1.217601869
#> [41,] 0.24173042 0.358349131 0.47195263 0.86672678 0.734875838
#> [42,] 0.97021409 1.062062424 1.01896888 1.20965930 1.217601869
#> [43,] 0.74222491 0.715909190 0.92828705 1.15229902 1.217601869
#> [44,] -0.05532117 -0.348873955 -0.78798168 -0.55007210 -0.034329681
#> [45,] -2.40219515 -2.354720076 -2.69480763 -2.18647890 -1.453374267
#> [46,] -1.82265332 -1.934422486 -2.48210230 -1.93040623 -0.452719217
#> [47,] -1.59591226 -0.617373042 0.66710663 1.23342284 0.685106096
#> [48,] -0.91652116 -0.274290875 0.55302303 1.07855009 0.521634750
#> [49,] -0.89488715 -0.153641776 0.92661549 1.23342284 0.443540765
#> [50,] 0.43352424 0.861565557 0.92118294 0.21363904 -0.053752020
#> [51,] 1.01056984 0.921670745 0.89276651 1.09698732 1.217601869
#> [52,] 1.23481466 1.406899487 1.20409356 0.95030890 0.954995671
#> [53,] 1.42744056 1.302044452 0.90488528 1.12034115 1.086096454
#> [54,] 1.32259882 1.231848612 0.95043514 0.85894217 0.380418166
#> [55,] 0.67233042 0.862881729 0.92870493 0.99988457 0.750656488
#> [56,] 0.21884830 -0.153203052 0.04361675 0.41972632 -0.379480817
#> [57,] -0.24711498 -1.210966612 -0.37510768 -0.08053725 -0.243524449
#> [58,] 0.91612906 1.101547584 1.05657886 -0.30424234 -0.391215146
#> [59,] 0.26669274 0.713715570 0.52878549 0.28697825 0.450824142
#> [60,] -2.08475767 -0.587978534 -0.21129533 0.29599201 -0.061844661
#> [61,] -0.01080503 0.953258873 0.86685741 0.22101393 -0.061844661
#> [62,] -0.76133874 0.024480168 0.17901268 0.06655089 0.044978200
#> [63,] -2.17711825 -1.740067754 -2.23304066 -1.78782497 -1.020822610
#> [64,] -1.81225236 -1.979172334 -2.54771082 -2.05700856 -1.175392051
#> [65,] -1.21398879 -0.606843666 -0.67515174 -1.03025958 -0.667983466
#> [66,] -0.87533333 -0.114595340 -0.74117815 -1.71817320 -1.144235384
#> [67,] -1.61629816 -0.712576150 -1.28067241 -1.19127807 -0.662723249
#> [68,] -2.40053100 -2.760101051 -1.72447017 -1.70055540 -1.924770600
#> [69,] 0.08446782 -0.363790571 -1.30908884 -2.48639122 -2.634090577
#> [70,] -0.19178184 -0.847264417 -1.54352438 -2.23154769 -2.428537498
#> [71,] 0.45141390 0.221467243 -0.27857540 -0.83728321 -0.995330791
#> [72,] 0.80879109 1.107250996 0.71516383 -0.33906822 -1.153946553
#> [73,] 1.19404288 0.794440785 0.20199655 -0.50254501 -1.144640016
#> [74,] 1.48069350 1.012925337 0.69050840 0.35949803 0.282092579
#> [75,] 1.28598742 1.012486613 0.62406410 0.02598898 -0.184852803
#> [76,] 1.10334645 0.493476122 -0.05793019 -0.68241046 -1.383372923
#> [77,] 0.78507689 0.429861143 0.06827218 -0.34234595 -0.477806404
#> [78,] 0.58704250 0.739600286 0.24671064 -0.22803511 -0.597577490
#> [79,] 1.07047940 1.157704256 1.12511260 1.23342284 1.034303552
#> [80,] 0.95939708 1.234480956 1.20033256 0.87328224 0.641405835
#> [81,] 1.18280983 1.310818932 1.20952611 1.23342284 1.097021519
#> [82,] 1.21650896 1.342407060 1.22540588 1.23342284 1.175520136
#> [83,] 1.10917099 1.119973992 0.43476054 0.65367431 0.918578787
#> [84,] 1.33175167 1.406899487 1.05031053 0.99128053 0.841294066
#> [85,] 0.80379863 0.328077175 -0.39725578 -0.61521699 -0.545379956
#> [86,] 1.11541157 0.501373154 -0.05249764 -0.27515248 -0.860183687
#> [87,] 0.53046124 -0.078181248 -0.82893477 -0.58080082 -0.928161871
#> [88,] -0.02869469 -1.572036463 -1.99233680 -1.92999652 -1.489791151
#> [89,] -2.28029583 -2.134480629 -1.84900099 -1.31091522 -1.658118082
#> [90,] -2.25866182 -2.871536947 -1.89120774 -1.23265942 -1.914654799
#> [91,] -1.97117912 -2.273556137 -1.98815791 -1.69727767 -1.934077138
#> [92,] 1.37210742 1.406899487 -0.07464574 -0.68282017 -1.200479238
#> [93,] 1.37002722 1.300289556 0.51624883 -0.19198008 -0.839952085
#> [94,] -0.30369624 -0.235244439 -0.06210908 0.05794685 0.233132101
#> [95,] 0.29207110 0.009124828 -0.72864149 -0.68896592 -0.347919517
#> [96,] -0.37733508 -0.992043337 -0.99441868 -0.95036490 -0.958913907
#> [97,] 0.83042510 -0.016321164 -0.42567221 -0.34767226 0.735685102
#> [98,] -1.17779343 -1.854574718 -1.14402282 -0.98273249 -0.918046070
#> [99,] 0.80463071 -0.041328432 0.38127079 0.72127750 0.529727391
#> [100,] 0.94025931 0.042029128 -0.22759299 -0.51278792 -0.519483505
#> [101,] 1.09793795 0.281572431 -0.53766637 -1.56411988 -2.304720092
#> [102,] 0.64154356 -0.599824082 -1.20837767 -0.74181932 -0.542547531
#> [103,] 0.67233042 -0.831470353 -2.05167699 -1.66572952 -0.297745143
#> [104,] 1.09252945 0.004298864 -0.72738782 -0.93151795 -0.813651002
#> [105,] 0.94192346 -0.171190735 -0.74243182 -0.65332060 -0.022999984
#> [106,] -0.87699749 -0.373003775 0.03442320 0.24027059 0.726783197
#> [107,] -1.33214376 -1.068820037 -0.46370008 0.34228995 0.914937099
#> [108,] -1.82847786 -1.317137820 -0.44823820 0.22756939 0.572618388
#> [109,] -0.67272251 -0.184791179 0.28724584 0.80690820 1.193728578
#> [110,] -0.99931285 -0.480929878 -0.11141994 0.19847953 0.628052978
#> [111,] 0.53087728 0.744864973 0.94458470 0.78765154 0.484813234
#> [112,] 1.05383786 1.331438960 1.31901294 0.60245978 -0.378671553
#> [113,] 1.24771186 1.165601288 1.17484135 0.43242753 -0.818101955
#> [114,] -1.17280096 -1.575546255 -1.41732200 -1.40433053 -1.253890668
#> [115,] -0.23546590 -0.945099869 -0.59324556 0.15463989 0.848982075
#> [116,] -0.33073875 -0.663439062 0.11340416 1.23342284 1.041182297
#> [117,] 1.48069350 1.332755132 1.29059651 0.88967089 0.504235572
#> [118,] 0.83541757 0.754078177 0.95879292 1.22727710 1.217601869
#> [119,] 1.00807360 1.196311968 1.16731936 1.23342284 1.085287190
#> [120,] 0.23548984 0.362297647 0.37667401 -0.09118987 0.154633484
#> [121,] 0.48220076 0.360981475 0.12886604 0.12227231 0.685915361
#> [122,] -0.25668387 0.005176312 -0.35922791 0.58279340 1.181589617
#> [123,] -0.30702455 -0.350190127 -0.15028358 0.66555609 1.144363469
#> [124,] 0.27792579 0.256565163 0.14934258 0.51805823 0.779385363
#> [125,] 0.27709371 0.051681056 0.18528101 0.73848558 1.217601869
#> [126,] -0.85785971 -0.846386969 -0.26603874 0.10916139 -0.148435918
#> [127,] -1.05131768 -0.663877786 -0.18162523 0.29394343 0.713430340
#> [128,] -0.77215575 -0.306756451 0.15770036 0.24805520 0.694008001
#> [129,] -0.67896309 -0.115034064 0.40467255 0.57582822 0.885803591
#> [130,] 0.26502859 0.371949575 0.85014187 1.11501484 1.169046023
#> [131,] 0.80088636 1.147174880 1.11424750 1.15188930 1.207081436
#> [132,] 0.62365390 1.024770885 1.10923283 1.16581966 1.217601869
#> [133,] 0.56249622 0.875166001 0.82297910 1.01627322 1.217601869
#> [134,] 0.67649081 1.044074741 1.03777387 1.05396712 1.217601869
#> [135,] 0.97853486 1.406899487 1.26259797 1.01791208 1.004765413
#> [136,] 0.69854085 0.728193462 0.86727530 0.94662145 1.212341652
#> [137,] 0.77425989 0.987918069 1.27220941 1.19736781 0.994244980
#> [138,] 0.49509796 0.736967942 1.07830907 1.22768682 1.095807623
#> [139,] 0.67441061 0.896663477 1.08165218 1.23342284 0.964706840
#> V28 V29 V3 V30 V31
#> [1,] -1.751760241 -0.79137356 1.02648765 -1.639057477 -0.618530288
#> [2,] 0.669622384 -0.13900153 1.66865602 1.196721349 1.537789251
#> [3,] 1.285676548 0.35684974 0.11842145 -0.460324866 -0.018284692
#> [4,] -1.338957757 -1.20067330 -0.39330647 -0.310359997 0.199446980
#> [5,] -0.355874732 -1.38024750 1.02397918 -2.043481685 -1.745987795
#> [6,] 0.728414192 -0.03182324 -0.66422125 -0.518474508 -0.549148288
#> [7,] 0.306792938 -0.52524783 -0.45350975 -0.505795263 0.108154874
#> [8,] -0.136665275 0.66665567 0.54235291 -0.689425714 0.022340295
#> [9,] 0.001075534 0.24481809 -0.60903490 1.260554792 0.359208165
#> [10,] -1.881942103 -2.29065632 -0.13995098 -2.257717211 -1.518670451
#> [11,] 0.935445346 0.42196561 -0.72442453 0.856567799 1.519987291
#> [12,] -0.958910710 0.24684032 1.02397918 0.742017375 1.283997197
#> [13,] 1.076965628 1.46422395 -0.74700076 1.445934105 1.433259790
#> [14,] -1.711865800 -0.31291348 -0.10984934 1.122394738 1.347901671
#> [15,] 0.595712682 1.31498323 -0.74198382 1.679844322 1.868266674
#> [16,] -0.321859471 0.91215463 -0.36571330 0.356393427 -0.170286048
#> [17,] -2.153224304 -1.74546259 -0.61154337 -0.813157661 -0.617160906
#> [18,] 0.829200150 0.90204347 -0.27540837 0.999537222 0.181188559
#> [19,] 0.387841645 -0.29430894 -0.35818789 -0.936452393 -0.734471262
#> [20,] -0.609519391 -0.67125298 -0.94266144 0.200307544 -0.589773275
#> [21,] -0.533090040 -0.26437991 -0.96523767 -0.393430915 1.090457933
#> [22,] 0.466370703 -0.03667660 0.64770866 -0.340090642 0.313562112
#> [23,] 0.085903714 -0.31331792 0.24886190 -0.895791364 -1.215124199
#> [24,] 0.961481719 0.81185193 -0.59649255 0.638834550 0.524446877
#> [25,] 0.261019315 0.43935680 -0.57140785 0.266764278 -0.135595048
#> [26,] 0.680120921 1.46422395 0.19869249 1.680718753 1.758716147
#> [27,] 0.160653299 0.87130555 -0.94767838 1.846423375 1.508575777
#> [28,] 0.398340182 0.94855481 -0.04713758 1.573600990 1.724025147
#> [29,] 1.034131596 1.21306274 -0.54381468 1.223391486 0.977255722
#> [30,] -1.380951906 0.12348417 -0.11486628 1.260117577 1.327817408
#> [31,] -0.437343381 -1.35193625 -0.09229005 -2.165901986 -1.075447278
#> [32,] -1.152083795 -1.37094523 -0.58144173 -1.933740629 -1.234752002
#> [33,] -1.065155907 -0.93980538 -0.50618763 -0.597173273 -0.005960258
#> [34,] -0.777495987 -0.63202168 0.52228515 -0.545144645 -0.283944720
#> [35,] -0.390729876 -0.38126492 0.47462421 -0.170451082 0.217248941
#> [36,] -0.224433046 -1.24233128 -0.31554389 -1.028267618 -0.101816969
#> [37,] 0.922007219 0.28324050 -0.44347587 0.236596419 0.448674429
#> [38,] 0.851037107 0.47292585 -0.61656031 0.419352439 0.602501627
#> [39,] 1.195389128 0.84663432 -0.77961088 0.814157909 0.711139233
#> [40,] 1.108461240 0.91498576 -0.80469558 0.590740860 0.342319126
#> [41,] 0.424376554 0.65128671 -0.65167890 0.613476059 0.576939838
#> [42,] 0.895550905 0.87575446 -0.90001745 0.662881395 0.618934206
#> [43,] 0.761589570 0.48667703 -0.54130621 0.366886596 0.293477849
#> [44,] 0.661223554 1.46422395 -1.02794942 1.481785764 1.156188249
#> [45,] -0.874922412 -0.47469203 -0.74950923 -0.117548023 0.437719376
#> [46,] 0.637706831 0.84420764 -0.74449229 0.831646524 1.329186789
#> [47,] -0.082492823 -0.34082028 -0.40334035 -0.497925387 -0.700236723
#> [48,] -0.471358641 -0.69268864 -0.91757674 -0.978425067 -1.102834909
#> [49,] -0.344116370 -0.45285193 -0.75954312 -0.918089348 -1.094162159
#> [50,] 0.043909565 -0.20856631 -0.86489886 -0.876116673 -1.340650845
#> [51,] 0.922007219 0.15462655 -0.78462782 -0.488743864 -1.026149540
#> [52,] 0.158973533 -0.79218245 -0.27289990 -1.107403599 -0.448270511
#> [53,] 0.291675044 -0.78692465 0.08079440 -0.854693120 -0.189913851
#> [54,] -0.445742211 -1.17519318 0.10587910 -0.674123177 -0.232821141
#> [55,] -0.184118663 -1.37903416 -1.01289860 -1.466357409 -0.981872869
#> [56,] -0.358814322 1.01003066 0.34920071 1.215521610 0.191687151
#> [57,] -0.813191013 -0.32423798 -0.02706982 -0.413542822 -0.189000930
#> [58,] -0.053936801 -0.53899901 -0.12991710 -0.000811522 -0.177589417
#> [59,] -0.308841285 -1.62736424 0.46960727 -1.391156367 0.527642100
#> [60,] 0.452092693 0.68485576 0.18364167 1.107529416 1.209137670
#> [61,] 0.609570751 1.46422395 -0.21771356 1.130264615 0.129608519
#> [62,] 0.662483379 1.46422395 -0.65920431 0.836455893 -0.137877351
#> [63,] 0.244221656 1.07433763 0.84587780 0.889796167 -0.172111891
#> [64,] -0.232411934 0.64319778 -1.02293248 0.756882697 0.170689967
#> [65,] -0.678389795 -1.00006789 0.39686164 -1.014713942 -0.480222748
#> [66,] -0.415086482 -0.46013196 6.58525758 -0.699044452 -0.652308367
#> [67,] -0.765317684 -0.74243554 0.30153977 -0.664067223 -0.581556985
#> [68,] -2.111230156 -2.41522580 2.73977279 -1.419138150 -1.444267385
#> [69,] -2.545869597 -2.15961569 -0.43093352 -1.776343100 -0.857715605
#> [70,] -2.794474958 -2.17255797 0.54987832 -1.373230538 -1.117898107
#> [71,] -1.192398178 -0.74405333 0.10086216 -0.722654082 -0.914773171
#> [72,] -1.540949614 -1.32322056 0.68784418 -1.409082197 -0.810700171
#> [73,] -1.186518997 -0.90340521 0.16106544 -1.148939058 -1.007434659
#> [74,] 0.327370070 -0.04516997 -0.57893326 -0.645266963 -1.399534253
#> [75,] -1.031140646 -1.58530182 3.92126225 -1.642555199 -1.687560847
#> [76,] -1.870603682 -1.30178490 0.66025101 -0.875242242 -0.915229632
#> [77,] -1.043318949 -1.08095717 0.55740373 -1.261740621 -1.350236516
#> [78,] -1.435964241 -1.29895377 0.03313346 -1.062807632 -1.409119924
#> [79,] 1.178591468 1.04440860 -0.34062859 0.620471505 0.145584638
#> [80,] 0.780906878 0.54208619 -0.52876386 -0.028793305 -0.401255076
#> [81,] 1.267199123 0.75037608 -0.88998356 0.106306241 0.090809374
#> [82,] 0.897650612 0.37464538 -0.39330647 -0.008244183 -0.307680668
#> [83,] 0.059447401 -0.24294425 0.63767478 -0.245652124 -0.291248089
#> [84,] 0.069525996 -0.02413876 1.42031747 -0.048030781 -0.749534460
#> [85,] -0.643534652 -0.64577286 0.38431929 -0.584931243 -0.659611736
#> [86,] -1.490976576 -0.62595498 0.48716657 -0.854693120 -0.943986645
#> [87,] -0.545268343 -0.75335560 2.38607849 -1.052751679 -1.122462712
#> [88,] -1.718164922 -1.79197392 -0.49866222 -1.795143360 -1.879730730
#> [89,] -1.464520263 -1.05264592 0.48967504 -0.246526554 -1.290440187
#> [90,] -0.710305349 0.20963126 -0.20517121 1.110152708 -0.372954523
#> [91,] -0.337817248 -0.23161975 -0.44347587 0.501986142 -0.601641248
#> [92,] -1.467459853 -0.86579169 1.00140295 -0.697295591 -0.342371668
#> [93,] -0.661592136 0.51337049 3.08845014 -0.230349586 -0.019197613
#> [94,] 0.478129065 0.84825210 2.54160364 1.535563254 1.994706241
#> [95,] 0.608730868 1.07231540 0.47211574 1.237382378 2.059980096
#> [96,] 0.020812784 0.50406823 1.40024971 0.545707678 1.021988853
#> [97,] 0.603271629 -1.01543685 1.70126613 -0.317355443 0.142389414
#> [98,] 0.142595815 0.48991260 0.35923459 0.350709628 1.082241643
#> [99,] -0.017821833 -1.21644671 0.76058982 0.274634155 0.910612484
#> [100,] -0.404168003 -0.84071602 -0.25032367 -1.625941016 -1.891142243
#> [101,] -2.662613330 -1.47933686 -0.79967864 -0.944759485 -0.844478250
#> [102,] -1.636276332 -1.81947627 -0.66171278 -0.794357401 -1.304134003
#> [103,] 0.675081623 1.04602639 -0.97527155 0.893731105 0.011385242
#> [104,] -0.311780876 0.32004512 -0.04462911 0.235721988 -0.725342052
#> [105,] 0.650305075 0.74147826 -0.38828953 0.080947750 -1.001044211
#> [106,] 0.890931549 0.86887887 -0.40083188 1.447245751 2.060436557
#> [107,] 1.012294639 1.20052491 -0.36320483 1.846423375 1.901131832
#> [108,] 0.675501565 1.07433763 -0.66923819 1.846423375 2.055415491
#> [109,] 1.267619064 1.19243598 0.28398048 1.559610098 1.693898752
#> [110,] 0.901430086 0.92550136 -0.55134009 1.361988756 1.790211924
#> [111,] -0.066954988 -0.40917172 -0.22022203 -0.249149847 0.231855678
#> [112,] -1.638795981 -2.52199965 -0.86489886 -1.421324227 -0.368846379
#> [113,] -1.250770045 -1.02069466 -0.67676360 -0.088691809 0.988667235
#> [114,] -0.132885801 1.16250695 0.42696328 1.846423375 1.545092620
#> [115,] 1.285676548 0.75522943 -0.79717017 -0.146841452 -0.818916460
#> [116,] -0.356294673 -0.51270999 -0.11988322 -0.776868786 -2.127588797
#> [117,] 0.007794597 -0.74567111 -0.35818789 -1.091226630 -1.196409318
#> [118,] 0.254300251 -0.69511532 -0.79466170 -0.810097154 -0.590686196
#> [119,] 0.724634719 0.61326875 -0.22523897 0.248401233 0.094917519
#> [120,] 0.376083283 1.31012988 0.03062499 1.846423375 1.343337066
#> [121,] 1.079485277 0.79607852 -0.00198512 -0.020486213 -0.356065484
#> [122,] 0.944264118 0.65735341 0.69035265 0.409296486 0.223182928
#> [123,] 1.025312825 0.83126535 0.26391272 0.129915871 0.118653466
#> [124,] 1.210087080 0.72772708 0.17862473 -0.406110161 -0.885559697
#> [125,] 1.208407314 1.05330642 -0.13242557 0.118548271 -0.095426522
#> [126,] 0.315191767 0.64764669 -0.05717146 1.224265917 1.885155714
#> [127,] 1.285676548 1.38576135 -0.46605210 0.521223618 -0.077624561
#> [128,] 1.285676548 1.38940137 -0.71188218 0.616536567 0.321778402
#> [129,] 1.188670064 1.03429744 -0.13493404 0.544396032 0.619390667
#> [130,] 1.206727548 1.24744069 -0.41839117 1.208963380 0.599762864
#> [131,] 1.285676548 1.07433763 -0.41086576 0.276383016 -0.587034511
#> [132,] 1.063527500 0.75118497 0.17611626 0.207740205 -0.439141300
#> [133,] 1.176071820 0.83571426 -0.02957829 0.163581453 -0.383909576
#> [134,] 1.209247197 0.93197250 -0.16754415 0.264140986 -0.523130037
#> [135,] 0.998016628 0.78718070 -0.26286602 0.190688806 -0.625833656
#> [136,] 1.285676548 0.69739360 -0.66672972 0.184567791 0.409875284
#> [137,] 1.285676548 1.09698663 -0.34062859 0.714910023 1.163035157
#> [138,] 1.285676548 0.91013240 -0.63662808 0.525595772 1.174903131
#> [139,] 0.279076799 0.30063169 -0.74700076 1.128515753 1.131539380
#> V32 V33 V34 V35 V36
#> [1,] -0.739936525 -1.1440023544 -0.815501311 -1.0336962203 0.153207064
#> [2,] 0.259969728 -1.2057834071 -0.647075511 0.1260123884 -0.303279980
#> [3,] 0.457282021 -0.6897596963 -1.437944483 -0.7780530034 0.152806285
#> [4,] 0.132717598 -0.4780836304 -0.880949380 -0.9936652669 -0.378225614
#> [5,] -1.847077720 -1.6473660134 -0.053466104 -0.0983194887 -1.102032113
#> [6,] -0.916755028 -0.7221694289 -0.678197670 -0.4585980688 -0.441548664
#> [7,] 0.417247642 -0.2020945015 -0.238826019 1.3824294389 1.587594361
#> [8,] 1.173611429 0.7843767337 2.181379492 1.5651449784 1.335905280
#> [9,] -0.398214512 1.2695099182 2.093505162 1.5548399805 1.503831594
#> [10,] -0.003113328 0.8775547148 -0.154613119 -0.5624407399 0.790044565
#> [11,] 1.359485328 1.2295041545 0.897132771 0.9214789563 0.870601102
#> [12,] 1.659266564 1.2517858457 1.290278863 1.3974905896 1.751112108
#> [13,] 1.463860670 1.5287877787 0.928712608 0.6999215017 0.784433662
#> [14,] 1.310872154 1.9268198069 2.431272119 2.4121365357 2.068128133
#> [15,] 2.098691524 2.7674472455 2.528300025 1.5766390145 0.604083205
#> [16,] 0.230420545 -0.4623851662 -0.479107391 -0.4114328862 -0.630716253
#> [17,] -1.171259289 -1.0209466510 -0.357822508 0.0277185624 0.511904083
#> [18,] -0.978712995 -0.3970592990 -1.147776122 -0.5735384299 0.707083355
#> [19,] -0.302417964 -0.4421290834 -1.112077175 -0.5101230583 -0.242361604
#> [20,] -1.386682372 -0.1782936041 0.536024195 -0.1625275525 0.272639144
#> [21,] 1.477682063 0.4769906763 -0.001290720 0.6523599730 0.709087249
#> [22,] 1.029678308 -0.0603019215 -1.310252097 -0.5656115084 0.351191787
#> [23,] -1.228927858 -1.4468307931 -0.365145369 -0.4086584636 -0.229135904
#> [24,] 0.324787293 0.1954311246 0.518174722 0.4886690449 0.051810030
#> [25,] -0.558352024 0.5635854305 2.113643029 1.8465506900 1.169582081
#> [26,] 1.465767069 1.3464830330 0.715434286 0.1910131443 0.299090544
#> [27,] 0.883838787 1.0456802026 0.955715657 1.2135860119 0.828920108
#> [28,] 1.433834887 1.3110348880 1.596008303 2.0225283463 2.484938077
#> [29,] 1.048742297 1.6731123691 2.128288751 2.3800325039 2.453677331
#> [30,] -0.198995821 -0.4375714647 0.443573077 1.1343167974 1.408045462
#> [31,] 1.306582756 1.9187173738 1.797386976 1.4910282628 1.470166175
#> [32,] 0.535920978 0.6643594428 1.299890117 1.3412094473 1.291418834
#> [33,] 0.698441489 1.5338517995 1.105834305 0.7879103298 0.638550181
#> [34,] 0.015474062 0.5782710906 0.542431698 0.5715053741 0.589655169
#> [35,] 0.305723303 0.9322461386 0.685685164 0.8093130178 0.913083654
#> [36,] 0.044070046 -0.6122801794 0.111298266 0.4997667350 0.529939129
#> [37,] 0.065993634 -0.7322974703 -1.099262169 -0.8914079802 -0.496455358
#> [38,] 0.241858938 -0.2937532764 -0.835181499 -1.0115008402 -0.671996469
#> [39,] 0.233280143 -0.2659011625 -0.881864737 -0.9900981523 -0.448762682
#> [40,] -0.084135284 -0.6816572632 -1.088735556 -1.2461377153 -0.602260959
#> [41,] 0.863821598 0.8537538175 0.936035469 1.0241325892 1.188017905
#> [42,] 0.748961061 0.6810707111 0.844042029 0.9357474149 0.665001582
#> [43,] 0.299527507 0.2698722291 0.398720554 0.5084863486 0.509499410
#> [44,] 0.799480634 0.6203024626 0.637628889 0.6139144039 0.687445194
#> [45,] 0.709879883 1.2765995472 2.185040923 2.4121365357 2.291361920
#> [46,] 0.839038412 1.1656974935 2.116389102 2.3665567374 2.223630304
#> [47,] -1.165063493 -1.3283327084 -0.929463333 -0.3226513659 -0.583424356
#> [48,] -1.472470325 -1.2052770051 -0.891018313 -0.6159474597 -0.831506428
#> [49,] -1.658344223 -1.4706316905 -1.162879523 -0.7776566573 -0.806658143
#> [50,] -0.891971842 -0.7955977292 -0.556455108 -0.7657662751 -0.605867968
#> [51,] -0.734217328 -1.2645260474 -0.920309757 -0.5331111305 -0.610677314
#> [52,] 0.053125441 -0.1073973141 -0.513890980 -0.5767091985 -0.982600033
#> [53,] -0.234740801 -0.4365586606 -0.435170226 -0.6706432177 -1.229078990
#> [54,] -0.519270846 -0.7059645626 -0.583915837 -0.8608893326 -1.302822288
#> [55,] -1.055445553 -0.9956265475 -1.187136499 -1.1403133138 -1.381775710
#> [56,] -0.763766512 -0.3064133282 0.303523363 -0.3987498118 -1.162549711
#> [57,] -0.563118022 -0.1387942426 -0.104726130 -0.6341793790 -1.107643016
#> [58,] -1.000636583 -0.7414127076 -0.972942819 0.5512917244 1.446520226
#> [59,] 1.078291481 -0.6786188507 0.123655593 1.8291114628 1.354741883
#> [60,] 0.261876127 -1.4331579372 -0.620530141 0.4636992424 0.395678233
#> [61,] 0.036921050 1.9364414463 1.304466905 0.0003706834 -0.898436487
#> [62,] -0.372954726 0.9383229634 0.451811295 -0.5263732472 -1.155736471
#> [63,] -0.961078804 0.5716878637 0.986837816 -0.1058500641 0.309510793
#> [64,] -1.089284134 0.2172064137 0.163015970 -0.6409172622 -0.226330452
#> [65,] 0.066470234 0.6770194946 0.734199117 0.9674551008 1.508240160
#> [66,] -1.012551576 -1.7116790765 -1.229242949 -0.4035059647 0.311514687
#> [67,] -0.267149583 0.2116359909 -0.068111825 -0.6817409077 -0.795035558
#> [68,] -1.243225850 -0.9166278243 -0.991707650 -0.4942692153 -0.985806263
#> [69,] 0.053602041 -0.1539863047 0.424350567 0.3642163781 -0.115715506
#> [70,] -0.748038721 -0.6674780052 -0.057127534 -0.1006975652 -0.251579516
#> [71,] -0.622216389 -0.2790676164 -0.158732228 0.2199464077 0.391670445
#> [72,] -0.016458121 0.3833062931 0.452268974 0.5072973104 0.328347396
#> [73,] -0.634131383 -0.5540439412 0.004201426 0.0316820231 0.158417188
#> [74,] -1.573509470 -1.3080766256 -0.688724282 -0.0206356585 0.063432615
#> [75,] -1.670735816 -1.3840369363 -0.792159692 0.2060742951 0.490262028
#> [76,] -1.328060604 -0.6614011803 0.508563467 0.7974226356 0.656184448
#> [77,] -1.329013803 -0.3367974525 -0.080469153 -0.4150000008 -0.560579965
#> [78,] -1.652625026 -0.5444223018 -0.037905024 0.1458296921 0.295884314
#> [79,] -0.640327180 -0.8700388337 -0.985757826 -0.6837226381 -0.908455956
#> [80,] -0.781400702 -0.5717680137 -0.941362982 -1.0895810165 -1.448705768
#> [81,] 0.175134975 -0.3631303602 -1.170202383 -1.1763808065 -0.876393653
#> [82,] -0.372001526 -1.0958941576 -1.449844132 -1.3579073078 -0.959354863
#> [83,] -0.653195373 -1.4154338647 -1.408195361 -0.8299743389 -0.914066859
#> [84,] -0.978236395 -1.2888333468 -0.381164127 -0.0951487201 -0.588634480
#> [85,] -0.917708228 -1.4002418026 -1.089193235 -1.0642148679 -0.886413123
#> [86,] -1.540624088 -1.7724473251 -1.195832396 -0.7958885767 -0.794634779
#> [87,] -1.029709167 -0.6031649421 -0.506568119 -0.4601834531 -1.105639122
#> [88,] -1.495347112 -1.0285426821 -1.372496414 -0.8866518273 -1.106440680
#> [89,] -0.555015826 0.2724042395 0.912236171 1.1061762262 1.432893747
#> [90,] -0.361516332 0.7661462591 1.794183225 1.6047795857 1.352337210
#> [91,] -0.093667278 1.7966744745 2.096251235 2.4121365357 2.169124389
#> [92,] -1.590667060 0.0470553177 1.112241808 0.8949237695 0.229755813
#> [93,] -0.133701656 -0.0420714469 -1.014591590 -1.4629390170 0.168035879
#> [94,] 1.665938960 0.0602217715 -0.034243594 0.4113815608 -0.836716553
#> [95,] 2.224990455 1.4629555095 1.270140995 1.3459656002 0.133969682
#> [96,] 1.404285703 1.8655451563 0.505359715 0.0209806792 -0.303680759
#> [97,] -0.123216462 -1.3718832866 0.378582687 1.2163604344 1.326286589
#> [98,] 1.032537906 0.3341852922 0.841753635 1.0455352771 0.085876227
#> [99,] 1.764595106 1.2224145255 0.517717043 -0.3781398160 -1.240701575
#> [100,] -1.073556343 -0.9799280833 -0.066738789 -0.2366442681 -0.831105649
#> [101,] 0.169415778 -0.1555055109 -1.042509997 -1.4157738344 -0.525311431
#> [102,] -0.455406481 -0.0283985910 -0.789413619 -0.8192729950 -0.015921586
#> [103,] 0.162266782 -0.1038524996 -0.325784992 -0.4221342301 -0.579817347
#> [104,] -0.763766512 0.0369272762 -0.151867046 -0.5917703492 -1.144514665
#> [105,] -0.830013876 -0.6877340880 -1.020541415 -0.9782077701 -1.140106098
#> [106,] 2.290761219 1.7880656393 1.153432900 1.0661452729 1.236111360
#> [107,] 1.896136634 1.7024836893 1.335131385 1.4367288508 1.679372705
#> [108,] 1.626381182 1.0983460180 0.852737927 1.1577012157 1.591602149
#> [109,] 1.520576039 1.3277461564 1.037640163 0.9765710604 1.133912768
#> [110,] 1.917107023 1.4994164586 0.950681191 0.9270278013 1.221683324
#> [111,] 0.595495945 0.5099068110 0.060495918 -0.2314917692 -0.588634480
#> [112,] 0.199441562 0.5904247403 0.841295957 0.5286999983 -0.009108347
#> [113,] 1.929975216 2.6241354593 2.106777847 1.0934931519 0.358405806
#> [114,] 0.856672602 0.5099068110 -0.050720031 -0.4015242343 -0.718486809
#> [115,] -1.726497986 -1.3384607498 0.021135541 1.0550475828 1.438905429
#> [116,] -1.261813240 -1.0417091360 -1.229700628 -0.8549441415 -0.950537730
#> [117,] -0.255234590 -0.0451098593 -0.372925908 -0.9786041162 -0.752152227
#> [118,] 0.083151225 0.0009727292 -0.470411493 -1.2532719446 -0.366603029
#> [119,] -0.211387414 -0.8507955550 -0.562404933 -0.1292344824 0.198895846
#> [120,] 0.504465395 0.5904247403 0.395974481 -0.3194805973 -0.361793684
#> [121,] -0.100339675 -0.0015592812 -0.442493086 -1.0412267957 -0.930899569
#> [122,] 1.349953333 0.9089516433 -0.708404471 -1.4129994119 -0.801848798
#> [123,] 1.139296248 0.8780611169 -0.402217352 -1.3468096177 -0.257591198
#> [124,] -0.821911680 -0.9424543300 -0.554624393 -0.8874445195 -0.257991977
#> [125,] 0.415341244 0.1736558355 -0.555997430 -1.2445523310 -0.621498341
#> [126,] 1.196011617 0.3078523845 -0.326700349 -0.9940616130 -1.063156570
#> [127,] 0.248054735 0.5651046368 -0.128525427 -0.8188766489 -1.062355013
#> [128,] -0.146569849 -0.2466578838 -0.393521454 -0.7808274259 -0.964164208
#> [129,] 0.271408122 -0.1722167793 -0.509771870 -0.9310425875 -1.128082734
#> [130,] -0.525466642 -0.2101969346 -0.420524504 -1.0237875685 -1.346507176
#> [131,] -0.758523915 -1.1156438384 -1.130384328 -0.8501879886 -1.065962022
#> [132,] -0.615067393 -0.8026873582 -0.881864737 -0.9219266278 -1.298012942
#> [133,] -0.636037782 -0.6958365212 -0.963789243 -1.0733308276 -1.414238792
#> [134,] -0.599339602 -0.7130541916 -0.782548437 -0.6314049565 -1.017868567
#> [135,] -0.799511493 -1.1146310343 -0.884610810 -0.6702468716 -0.991016388
#> [136,] 0.499222798 -0.0420714469 -1.213224191 -1.2148263755 -1.279176339
#> [137,] 1.247484389 0.5372525228 -0.911613860 -1.1835150358 -1.003039751
#> [138,] 1.337085140 0.4830675012 -1.069513047 -1.1161362034 -0.943323711
#> [139,] 0.032155053 -1.2802245116 -1.177982923 -0.9009202859 -0.773794282
#> V37 V38 V39 V4 V40
#> [1,] 0.12069021 -1.11710873 -0.753456553 0.353394473 -0.6526607060
#> [2,] 1.11041981 1.68506722 1.124623574 1.145228271 0.9264592468
#> [3,] 0.45436055 -0.05504520 -0.228550424 -0.239476011 -0.3884209176
#> [4,] 0.10854096 0.40764081 0.422800703 -0.681616710 0.1090392058
#> [5,] -0.71240091 0.29553411 0.547120576 -0.390205795 -0.3217865362
#> [6,] 0.18968056 0.61316977 0.362234611 -0.402264177 -0.3355729599
#> [7,] 0.13066994 -1.30887020 0.226226546 -0.048551618 1.7277951268
#> [8,] 1.76083835 0.52712296 -0.132388472 0.819651938 0.0326394409
#> [9,] 0.96853398 0.68053213 -1.065850079 -0.088746227 1.7122854001
#> [10,] 2.29757465 2.49784084 0.165660454 0.524221561 0.0154064112
#> [11,] 0.93642526 0.94063936 -0.177547400 -0.472604743 -0.9019652020
#> [12,] 2.32360875 3.28012930 2.919292504 -0.283690081 2.2717844303
#> [13,] 0.76676972 0.16867652 -0.844305691 -0.878570294 -1.2868361981
#> [14,] 0.85007884 -0.14355049 -0.488878363 -0.683626441 -0.4159937651
#> [15,] -0.36397791 -0.67654904 -1.001033735 -0.906706521 -0.0006777498
#> [16,] -1.19880463 -1.34033875 -1.173700225 -0.239476011 -1.4361891220
#> [17,] 0.85788906 0.01133377 -0.284334983 -0.285699811 -0.4757349346
#> [18,] 0.48777098 -1.15546102 -0.890527182 0.112226818 -1.3528961452
#> [19,] -0.94106707 -1.12153399 -0.837930313 -0.163106253 -0.6871267653
#> [20,] 0.21007394 0.83689149 1.709033231 -0.649461023 1.3710714125
#> [21,] -0.96362995 0.24685619 0.718724502 0.136343584 0.7030042953
#> [22,] 0.79193602 -0.08798884 -0.594603383 0.638776197 -0.7227416933
#> [23,] -0.41214099 -0.63377148 -0.458064035 0.112226818 -1.0266174500
#> [24,] -0.98836235 -1.43474440 -1.274643711 -0.617305336 -1.1346111026
#> [25,] -0.04809753 -0.08798884 -0.295491894 -0.016395930 -0.2919159514
#> [26,] -0.25940762 -0.85650981 -0.837930313 -0.138989488 -1.3006226218
#> [27,] 0.57802252 0.17408517 -0.645606407 -0.902687060 -0.9404523016
#> [28,] 2.41516199 1.99581915 1.411515587 -0.456526899 0.5461837252
#> [29,] 2.54359688 2.48751522 1.778099827 -0.350011186 0.9821793761
#> [30,] 1.08698912 1.82470891 2.970295528 -0.550984231 3.3735494610
#> [31,] 1.16986433 -0.78619727 -0.181797652 0.182567384 1.0895985944
#> [32,] 0.82925156 -0.93813136 0.786197254 0.755340563 1.8978276863
#> [33,] 0.58149373 0.36978021 0.471147320 -0.579120457 1.6640329170
#> [34,] 0.30509840 -0.43905984 -1.090820310 -0.122911644 0.4244036489
#> [35,] 0.63703314 -0.24582328 -1.477593247 0.174528463 -0.1695614407
#> [36,] 0.51597458 0.77346269 0.714474250 -0.406283638 0.7776807572
#> [37,] -0.35660158 -0.05897877 -0.283803701 -0.906706521 -0.7043597950
#> [38,] -0.50412813 -0.32252787 -0.208893009 -0.747937815 -0.6009616169
#> [39,] -0.40216125 -0.11060686 0.071092346 -0.538925848 -0.5647722546
#> [40,] -0.47635843 -0.11208194 0.028589825 -0.502750700 -0.5090521253
#> [41,] 1.16986433 0.87917735 0.335670536 -0.725830780 0.0958272163
#> [42,] 0.53333065 0.31274347 -0.622230021 -0.836365955 -0.8359052549
#> [43,] 0.44264521 0.08656327 -0.750800146 -0.679606980 -0.6986154518
#> [44,] 0.43570278 0.06738712 0.066842093 -0.914745443 -0.1454351991
#> [45,] 2.12705132 1.84093488 1.826977726 -0.038502965 1.8495752032
#> [46,] 1.47663278 1.18206214 1.388670482 -0.862492451 2.0431595699
#> [47,] -1.08425461 -1.44851189 -1.450497890 -0.751957276 -1.0427016110
#> [48,] -1.28775447 -1.33148822 -0.749737583 -0.814258920 -0.3757833625
#> [49,] -1.35717873 -1.09793258 -0.794896511 -0.607256683 -0.3591247671
#> [50,] -0.16091195 -0.22517204 -0.179141244 -0.814258920 -0.1724336123
#> [51,] -0.61086793 -0.84962606 -1.533909087 -0.271631698 -1.7170875057
#> [52,] -0.44077850 -0.52805683 -0.882026678 -0.550984231 -0.9312613524
#> [53,] -0.37525935 -0.70850929 -1.352742093 -0.147028410 -1.1742470709
#> [54,] -1.02611179 -1.06941421 -1.276768837 0.051934905 -0.7439957633
#> [55,] -1.07774608 -0.96173277 -1.023878840 -0.420351751 -0.9490688164
#> [56,] -0.65686151 -0.79750628 -1.514782952 -0.770044850 -1.0455737826
#> [57,] -0.97404359 -1.21200607 -0.366152335 -0.327904151 0.0418303900
#> [58,] 1.83026261 0.53843197 -0.978719912 -0.623334527 0.2308192822
#> [59,] 0.53983917 1.24254075 0.921674038 0.009730565 -0.1379675529
#> [60,] -0.95495192 -0.50642220 -0.249270403 -0.540935578 0.4175104370
#> [61,] -0.84994773 -0.57427626 1.019961117 -0.114872723 0.9626486091
#> [62,] -1.13241769 -0.51232255 0.117845118 -0.573091266 -0.5808564157
#> [63,] 1.21585790 1.54640893 1.201659392 0.594562127 0.0843385299
#> [64,] 0.40055675 1.10732433 1.732940899 -0.747937815 1.2912250416
#> [65,] 1.45190039 1.39988350 1.126748700 1.521047865 1.4451734401
#> [66,] 0.07296103 0.02116769 0.289449045 7.538180839 0.6174135812
#> [67,] -1.09944116 -0.60033615 -0.002755784 0.542309135 0.3393873691
#> [68,] -1.07774608 -0.64213032 -0.777895502 1.438648917 -1.6538997302
#> [69,] -0.53710466 0.34421202 0.221976293 -0.255553854 -0.9169004944
#> [70,] 0.45653006 0.51384716 -0.764082183 0.015759757 0.1549939516
#> [71,] 0.50295754 0.65643903 0.337264380 0.612649701 0.6599217211
#> [72,] 0.29381695 0.51286377 0.541276479 0.210703611 0.7621710305
#> [73,] 0.42311964 0.53597349 0.785665972 -0.253544124 0.1865878393
#> [74,] -0.13401005 -0.50494711 -0.004349628 1.050770940 0.5260785240
#> [75,] 0.38363459 0.61071129 0.355327952 4.202028289 -0.1184367860
#> [76,] 0.41617721 0.02460957 -0.022944481 1.020624983 -0.5331783669
#> [77,] 0.02696745 -0.00735068 0.268197785 -0.571081535 0.9540320943
#> [78,] 0.06384909 0.20260355 0.308575179 0.664902693 0.2227772016
#> [79,] -1.23481847 -0.90027076 -0.798615481 -0.609266414 -0.4768838033
#> [80,] -0.97838261 -0.41742521 -0.861306699 0.473978300 -1.1506952636
#> [81,] -0.31798434 0.03001822 -0.127075657 -0.542945309 -0.0925872415
#> [82,] -0.43513778 -0.62688774 -0.873526174 0.496085335 -0.5021589135
#> [83,] -1.10204457 -0.92977252 -0.675889453 0.773428137 -0.6130247377
#> [84,] -0.49631790 -0.38005631 -0.725829915 -0.171145175 -0.6698937357
#> [85,] -0.76099790 -0.93075592 -0.845368254 -0.593188570 -0.2735340531
#> [86,] -0.80178465 -1.17168699 -0.228019143 0.041886253 -0.0575467478
#> [87,] -0.78095737 -0.08503866 0.183192743 1.951130182 -0.2126440149
#> [88,] -0.43166656 -0.34662097 -0.543069076 0.994498487 -1.1064638208
#> [89,] 1.64845782 2.19446436 1.875324343 0.190606306 1.2366537810
#> [90,] 1.51828734 2.36950817 2.307256208 2.304842742 1.6818403810
#> [91,] 2.52927812 2.93741714 2.154778415 0.650834580 0.9678185180
#> [92,] 0.24348436 0.15343394 0.698004524 0.602601049 0.7242583652
#> [93,] 0.84140080 -0.41595012 -0.650387941 1.975246948 -0.2166650551
#> [94,] 0.04128621 0.21342086 -0.221643765 2.272687055 -1.5390128657
#> [95,] -0.85775796 -0.74243632 -0.997314765 -0.197271671 -0.0839707266
#> [96,] -0.97534530 -0.45282733 -0.785333443 1.020624983 -0.8663502740
#> [97,] 0.90691995 0.75772842 1.199002984 1.149247732 0.7621710305
#> [98,] -1.02784739 -0.04127771 -0.080322884 0.228791185 -1.0065122487
#> [99,] -1.12243795 0.30094276 1.471550397 1.243705063 0.2382869283
#> [100,] -0.92327710 -0.57083439 -0.685983802 0.612649701 -0.5550068711
#> [101,] 0.12155801 0.09098854 -0.320993407 -0.136979758 -0.7732919137
#> [102,] 0.33590541 0.14605850 -0.392716410 -0.577110727 -0.7101041382
#> [103,] -0.37222204 0.54728250 0.565715428 -0.595198301 0.1193790236
#> [104,] -1.39102305 -1.22183999 -1.499375789 0.068012749 -1.1351855369
#> [105,] -1.15801788 -1.22577356 -1.256048859 0.140363045 -0.8956464244
#> [106,] 1.46708695 1.27990965 1.336604895 -0.565052344 1.7904084680
#> [107,] 1.78600464 1.29121866 0.782478283 0.401628004 0.9959657998
#> [108,] 1.96433821 2.01450360 1.613402560 0.005711105 1.4945747918
#> [109,] 1.05271089 0.60776112 -0.068634691 0.337316629 0.6042015918
#> [110,] 1.64021369 1.45151159 1.310572101 -0.575100996 1.7306672984
#> [111,] -0.91373127 -0.82651635 -0.299742146 -0.335943072 0.3583437018
#> [112,] -0.51540958 -0.79111423 -0.733267856 -0.908716251 0.0826152269
#> [113,] -0.87251061 -0.77734674 0.185317869 -0.052571079 1.2073576305
#> [114,] -0.08714867 0.72281800 1.534772897 0.023798679 1.8036204574
#> [115,] 1.91183611 2.04744723 1.879043313 -0.866511912 0.9230126409
#> [116,] -0.82998825 -0.11798230 0.207100411 0.228791185 0.7667665051
#> [117,] -0.15136611 0.01870921 1.288258278 -0.426380943 1.3779646243
#> [118,] 0.22352489 -0.07815491 -0.209955572 -0.804210268 -0.2712363158
#> [119,] 0.52768993 0.58366801 0.269260348 -0.368098760 -0.0316972033
#> [120,] -0.56964728 -1.16480325 -0.515973720 0.076051670 0.0699776718
#> [121,] -0.64861737 -0.45676090 1.017304709 -0.647451292 1.1843802576
#> [122,] -0.22469549 0.70364185 1.327041828 -0.814258920 0.6593472868
#> [123,] 0.01438431 0.27144100 1.305790567 -0.205310593 0.6938133461
#> [124,] -0.73236039 0.03050992 1.452955545 0.389569621 0.5846708249
#> [125,] -0.84821212 0.30930160 1.518834452 -0.514809083 1.2004644187
#> [126,] -0.92154150 -0.74194462 0.184255306 -0.386186334 1.3917510481
#> [127,] -0.86209697 -0.99221793 -0.889995900 -0.555003692 -0.2729596188
#> [128,] -0.81870681 -1.00991898 -0.845899535 -0.038502965 -0.3057023751
#> [129,] -0.58873895 -0.53395718 -0.277428323 -0.774064311 -0.5481136593
#> [130,] -1.00788792 -0.63868844 -0.853337476 -0.514809083 -1.1851613230
#> [131,] -1.22223532 -1.17414547 -1.401088710 -0.126931105 -1.5395873000
#> [132,] -1.13198378 -0.80094815 -1.085507495 -0.528877196 -1.0478715199
#> [133,] -1.29165958 -1.01631103 -1.161480750 -0.229427358 -1.1627583844
#> [134,] -1.24262870 -1.29215253 -0.966500437 -0.579120457 -0.9370056957
#> [135,] -1.31725978 -1.33296331 -0.978719912 -0.874550834 -0.9456222105
#> [136,] -1.12287185 -0.94304832 -0.840586720 -0.675587519 -1.0949751344
#> [137,] -1.04043054 -1.03401209 -0.791708822 0.102178166 -1.5861164802
#> [138,] -1.08078339 -0.92878913 -0.706172499 -0.444468517 -1.5976051666
#> [139,] -0.39131371 -0.79455610 -1.221515561 -0.484663126 -1.3431307617
#> V41 V42 V43 V44 V45
#> [1,] -0.70710751 -1.3291311605 -0.7938622776 -0.38819166 -0.893220387
#> [2,] 1.03525609 -0.1681991865 -0.2923138407 0.04247982 0.067861844
#> [3,] -0.52835847 -0.2510401408 -0.4865949659 -0.95879512 -0.847423851
#> [4,] -0.10170502 -0.1317028221 -1.2609637065 -0.67095577 -0.524913035
#> [5,] -1.01361816 -0.3947083691 -0.4645488808 -0.52667357 0.090437601
#> [6,] -0.64381277 -0.8824851765 -1.4035743197 -1.32421335 -0.717129481
#> [7,] 0.36890311 -0.3275087139 -0.2468437901 0.64353480 -0.044371920
#> [8,] -0.04192665 0.0119654062 -1.3966849181 -0.21490802 -0.292060226
#> [9,] 2.60297310 1.7956528054 0.6046862484 -0.26131034 0.240082620
#> [10,] 1.88446056 2.0279550617 0.1072714525 -0.53972422 -0.481051564
#> [11,] -0.51429297 -0.4902940855 -0.2385765081 -0.27943624 -0.421064553
#> [12,] 2.29880669 1.7498875230 1.4224582191 1.06985606 -0.331406546
#> [13,] -1.30957969 -0.5713971176 0.0893590083 0.52462886 0.216216819
#> [14,] 0.25637912 0.5466661108 -0.6739866896 0.04683003 -0.273354599
#> [15,] 0.53300059 0.7111894045 0.5523267962 0.60510788 0.478740623
#> [16,] -0.79150050 -1.0974082116 -0.6271387587 -0.19025679 -0.579739874
#> [17,] -0.49026441 -0.5163629173 -1.1838024085 -0.91021770 -0.403648968
#> [18,] 0.25813731 0.5026387505 0.0776470256 -0.78696155 -0.379138146
#> [19,] -1.00013873 -1.1263735802 -1.1693346651 -0.87904115 -0.657787491
#> [20,] 0.39117348 -0.4920320076 -0.4624820603 -0.95589498 -0.445575375
#> [21,] -0.19020045 -0.8176027508 0.6446447778 0.35932062 -0.684878400
#> [22,] -0.70417720 -0.3182397960 -1.0597931796 -1.05159975 -0.897090517
#> [23,] -1.28789538 -1.4733786962 -1.2657862876 -0.86091524 -0.786146796
#> [24,] -0.92277849 -0.6490243055 0.0652461027 -0.15110484 -0.870644630
#> [25,] -0.08119284 0.4151633373 1.2598683412 0.21503842 -0.804852423
#> [26,] -1.00072479 -0.6507622276 0.1203613155 -0.33236388 -1.168644623
#> [27,] -0.38711742 -0.8274509762 -0.7325466033 -0.69053174 -0.555874074
#> [28,] 0.08114646 -0.3165018738 0.2602161681 0.09758257 0.248467901
#> [29,] 0.02136809 -0.6420726170 -0.9764314201 -1.06030019 -0.275934685
#> [30,] 2.85439388 2.5313731681 3.5685068193 4.05918016 2.582156164
#> [31,] 1.37106987 1.1277114052 0.9994489605 1.24241467 -0.228848106
#> [32,] 0.87584711 0.1741714705 -0.1214566808 0.46735101 -0.407519098
#> [33,] 2.52912923 2.1756784416 2.5722993471 1.39467226 0.778030660
#> [34,] 0.71878238 1.2684830966 1.1455042745 0.22881411 -0.270774512
#> [35,] 0.31732962 1.3148276864 1.2529789396 0.22228879 -0.192081873
#> [36,] 0.77094194 -0.0025172781 -0.1772608338 -0.88049122 -1.232501765
#> [37,] -0.77860713 -0.2058541657 -0.2978253619 -0.26276041 -0.343661957
#> [38,] -0.71589845 -0.1415510474 -0.0008921527 -0.33888921 -0.347532087
#> [39,] -1.00248298 -0.1288062852 -0.2413322688 -0.45126981 -0.349467151
#> [40,] -1.17771564 -0.4711769422 -0.5134636322 -0.39109181 -0.571354593
#> [41,] -0.21774538 -0.7805270790 -0.8475996101 -0.36716562 -0.510077538
#> [42,] -0.61216540 -1.2891589518 -1.2368508008 -1.21618296 -1.066086184
#> [43,] -0.53539122 -1.0638083840 -1.3801503542 -1.21183275 -0.892575365
#> [44,] -0.22184782 -0.7162239607 -0.6533184848 -0.48752162 -0.438480137
#> [45,] 1.30191450 0.7436306174 0.1809880497 -0.33236388 -0.377203082
#> [46,] 1.62366277 1.3727584236 0.7789881091 -0.12065332 -0.318506113
#> [47,] -0.37481011 -0.5574937407 -0.6657194077 -0.88556647 -0.751960649
#> [48,] 0.06063427 0.0948063605 -0.1917285772 -0.49549702 -0.582964982
#> [49,] 0.15792064 0.0247101684 -0.4487032571 -1.06392537 -0.804852423
#> [50,] -0.11635658 -0.4433701884 -0.7167009796 -0.27146084 -0.100488802
#> [51,] -1.40217755 -1.5000268353 -1.3477701667 -1.25605995 -1.055765838
#> [52,] -1.19295327 -1.3372414637 -1.1700236053 -0.65355490 -0.550068879
#> [53,] -1.28144869 -1.4930751469 -1.1438438792 -0.51072278 -0.424289661
#> [54,] -0.94739311 -1.2040007681 -1.4986480619 -0.64920468 -0.568129485
#> [55,] -1.03471641 -1.4119721148 -1.2340950402 -0.56727560 -0.757765844
#> [56,] -0.76161132 -0.3976049060 -0.5871802294 -0.86454042 0.136234137
#> [57,] -0.13569664 -0.0946271503 -0.5789129475 -1.14512942 -0.500402213
#> [58,] 0.93855579 0.7708580639 0.3449558079 0.05190529 0.390372660
#> [59,] -1.33595250 -0.9908156551 0.1265617770 0.47025115 0.046576130
#> [60,] 0.03074509 -0.9977673436 -0.5844244688 -0.63035374 -0.707454157
#> [61,] -0.31444568 0.4180598742 0.1596309047 -0.25841019 -1.066731206
#> [62,] -0.57407134 0.0368756232 -0.2358207475 -0.46359543 -0.812592683
#> [63,] -0.34492093 -1.2885796445 -1.7590674426 -1.56855054 -1.293778820
#> [64,] -0.23591332 -0.3529982383 -0.5272424354 -0.91746806 -0.948047225
#> [65,] 2.12591828 1.1120701061 0.8148129974 0.46445086 -0.015345946
#> [66,] 0.42340692 -0.0963650724 -0.6202493571 -0.15400498 0.519376986
#> [67,] 0.01843778 0.0768478319 0.0066861890 -0.17140585 0.036255784
#> [68,] -0.91867605 -0.6385967728 -0.6918991338 -0.38964174 -0.837103505
#> [69,] -1.25155951 -0.8587335743 -0.6898323133 -1.29521190 -0.883545062
#> [70,] 1.94658317 0.9098918332 -0.4755719234 -0.53899919 -0.913861079
#> [71,] 0.69358170 0.4835216072 0.9023083978 0.46300079 -0.466216067
#> [72,] 0.48025497 0.2587503468 0.0073751292 0.26361585 0.084632407
#> [73,] 0.18370738 0.2853984859 -0.0415396222 0.35279529 -0.166281008
#> [74,] 0.85767918 0.6549965894 0.5626608986 0.25709052 0.061411628
#> [75,] 0.30912474 1.2238764290 0.7431632207 -0.56292538 -0.132739883
#> [76,] -0.70710751 -0.1409717400 0.2939742360 -0.09165187 -0.548778836
#> [77,] 0.69065138 0.4539769313 -0.1607262700 -0.51724810 -0.637791821
#> [78,] 0.87877742 0.8038785841 0.2071677758 0.46735101 0.251047988
#> [79,] -0.91340149 -1.0551187735 -0.3997885057 -0.34178935 -0.080493131
#> [80,] -0.43165817 -0.4891354708 -0.4590373595 -0.57525099 -0.406229055
#> [81,] 0.05711790 -0.1166408304 -0.3432954125 -0.06845072 -0.245618669
#> [82,] -0.64908733 -0.3385155540 -0.0222492977 -0.50709759 -0.859679262
#> [83,] -0.06009459 0.0009585662 -0.8420880888 -0.74200931 -0.448800483
#> [84,] 0.11337989 -0.0534963268 -1.5468738731 -0.67095577 -0.097908715
#> [85,] -0.37891255 -0.9491055243 -1.1603784430 -0.05177488 -0.326891394
#> [86,] -0.74930401 -0.8077545255 0.2216355191 -0.08440151 -0.607475804
#> [87,] -0.92570880 -0.2429298376 0.5860848641 -0.29756214 -0.855809132
#> [88,] -1.04174916 -0.0268481877 -0.1159451595 -1.38366632 -0.025021271
#> [89,] -0.06947159 -0.7718374684 -0.3680972583 0.04900514 1.428857487
#> [90,] 0.98075229 1.0726772048 1.3260065966 1.13003406 1.733307697
#> [91,] -0.46506373 -0.4989836961 -0.6092263145 0.51375332 1.527545796
#> [92,] 0.04891302 0.8311060306 1.1034789247 -0.24608458 -0.334631654
#> [93,] -0.02551691 0.9185814438 0.4303843878 -0.98344635 -0.524913035
#> [94,] 1.43612280 2.3604774933 1.1951079661 0.65223523 2.469922400
#> [95,] 2.37616693 3.1101012330 1.9274513568 1.62378369 2.865320660
#> [96,] 1.62717915 2.0656100409 1.1627277785 1.74268962 2.421545778
#> [97,] 1.38865174 1.8524249279 1.8585573407 -0.58322639 1.459173503
#> [98,] 1.30601694 2.9606399310 3.4196957447 2.42494865 2.484757897
#> [99,] 0.61153296 1.1184424872 1.4114351765 1.45050004 2.213848812
#> [100,] 0.46501735 -0.4949285445 -1.2230719976 -0.89789209 0.246532836
#> [101,] -0.75106219 -1.1651871742 -1.3525927478 -0.97909614 -0.976428177
#> [102,] -1.07515472 -0.3118674149 -0.3873875828 -0.77101076 -0.852584024
#> [103,] -0.98783142 -0.7000033543 0.7913890320 0.65876056 -0.684233378
#> [104,] -0.48967835 -0.5447489785 -1.1844913486 -0.47954622 -0.213367587
#> [105,] -0.32968331 -0.3779084553 -1.0460143764 -0.32076330 0.007229811
#> [106,] 1.73501464 0.9556571156 1.6243176861 2.60910783 1.939714619
#> [107,] 0.85533493 0.6237139913 1.5733361142 2.33141898 1.599143197
#> [108,] 0.90983873 0.2801847196 0.8554604669 2.02037847 1.526900775
#> [109,] 0.84654399 0.6683206590 1.1351701721 1.73543926 1.257281733
#> [110,] 1.59201540 1.2093937447 1.7042347448 2.61635819 2.516363957
#> [111,] 0.92976486 0.7274100110 0.8196355785 0.62178371 0.040770936
#> [112,] -0.17906526 -0.2632055956 0.1052046320 0.11570847 -0.181761527
#> [113,] 1.34586918 0.4777285335 -0.2158414828 -0.97692103 -1.038995276
#> [114,] 1.22631245 0.3560739853 0.0748912649 0.70588791 1.468203806
#> [115,] -0.30799900 -0.6797275962 0.1203613155 1.34319469 1.366935410
#> [116,] 0.57343890 -0.0372757204 -0.9061595238 -0.87759107 -0.519107841
#> [117,] 0.20539169 -1.4073376558 0.3980042003 0.88714695 1.370160518
#> [118,] -1.37111625 -0.5812453430 0.6239765729 1.79996748 1.522385623
#> [119,] -0.56235009 -0.9809674298 -0.3922101639 -0.43024376 -0.868064543
#> [120,] 0.33608361 0.5820038605 0.4730986778 -0.89716705 -0.537168446
#> [121,] -0.81435694 -0.2724745135 0.5936632059 1.68976198 1.688801204
#> [122,] 1.26909500 2.4919802668 2.4868707672 2.53732925 2.414450540
#> [123,] 0.09990045 0.8780299277 1.2047531283 1.93409917 1.985511155
#> [124,] -0.99603629 0.4481838575 1.4479490050 1.89494721 0.974762258
#> [125,] -0.32792512 0.8647058582 0.8568383472 1.56505576 1.861667001
#> [126,] 1.82116581 1.2742761704 2.0383707226 2.07620625 3.243303336
#> [127,] 0.13037570 0.9469675050 0.8485710653 -0.64847965 -0.352692260
#> [128,] -0.36484705 -0.0581307858 -0.6478069635 -0.60062726 -0.019216076
#> [129,] -0.25935582 0.1602680935 -0.3040258234 -0.85003970 -0.910635971
#> [130,] -1.06343347 -0.4445288031 -0.0938990744 -0.38601656 -0.797757185
#> [131,] -1.35294831 -1.0481670850 -0.4438806760 0.04755507 0.127203834
#> [132,] -1.46195592 -0.8969678608 -0.1531479282 0.22083871 -0.029536422
#> [133,] -1.47719355 -0.9734364340 -0.3391617716 -0.07932626 -0.082428196
#> [134,] -1.43148068 -1.3951722010 -0.7421917655 -0.30553754 -0.290770183
#> [135,] -1.19236720 -1.0556980808 -0.6298945194 -0.17938125 0.051091282
#> [136,] -0.98431504 -1.0667049209 -0.3970327451 -0.59772712 -0.711969308
#> [137,] -0.77274650 -1.1895180838 -0.9674751980 -0.34033928 -0.678428184
#> [138,] -0.81494300 -1.4768545405 -1.3891065763 -0.61947820 -0.706809135
#> [139,] -1.19178114 -0.4642252538 -0.0332723403 -0.21853320 -0.365592692
#> V46 V47 V48 V49 V5
#> [1,] -1.049359e+00 -0.798227309 -0.22598735 -0.27073485 0.725762266
#> [2,] -1.068925e+00 0.133294588 -0.22282111 -1.08118396 0.371912814
#> [3,] -8.138458e-01 -0.995236219 -1.26609634 -0.79070041 -0.278222064
#> [4,] -4.073139e-01 -0.692320785 -0.61860079 -0.69193600 -0.626992337
#> [5,] 5.137236e-01 -0.120653313 -0.99854928 -0.63093446 0.683435776
#> [6,] -5.725355e-01 -0.408764609 -0.69617360 -1.06956462 -0.671011886
#> [7,] -5.875447e-02 -0.856305080 -0.54894356 -1.03470659 0.749465100
#> [8,] -1.310115e-02 0.023971725 -0.21648864 -0.14582692 1.457164003
#> [9,] 1.284757e+00 1.220829322 -0.30989264 -0.83136811 -0.029342306
#> [10,] -2.631074e-01 -0.502144554 -0.08825602 0.05170189 1.072839479
#> [11,] -2.015117e-01 -0.548834527 -0.65342940 -0.51474103 -0.579586669
#> [12,] -3.152826e-01 0.085465836 0.49591478 0.22018235 -0.501705928
#> [13,] 1.226180e-02 -0.245919094 0.49116543 0.58619163 -0.919891644
#> [14,] -1.580323e-01 0.458985618 0.39301207 0.18822916 -0.471230856
#> [15,] 2.702393e-01 -0.214033259 -0.68350865 -0.47988301 -1.051950291
#> [16,] 1.927011e-01 0.268809387 -0.78007890 -0.42469113 -0.210499681
#> [17,] 2.151654e-01 -0.022718248 -0.06609236 0.25213554 -0.572814430
#> [18,] 2.603026e-02 -0.561361105 -0.39696417 -1.04051626 -0.718417554
#> [19,] -5.036932e-01 -0.916660411 -0.75633212 -1.15090001 0.332972444
#> [20,] -4.426135e-02 -0.761786355 -0.42387719 -0.46245400 -0.737041209
#> [21,] -2.036856e-01 0.128739469 -0.74208405 0.62976416 -0.806456652
#> [22,] -6.319572e-01 -0.535169169 -0.06292612 0.26085005 -1.143375508
#> [23,] -8.181938e-01 -0.832390704 -1.03496101 -0.81684393 -0.181717668
#> [24,] -7.761637e-01 -1.038509852 -0.92414270 -0.66869732 -0.972376491
#> [25,] -1.060953e+00 -0.494173096 -0.21648864 -0.39273794 -0.164787072
#> [26,] -1.042112e+00 -0.998652558 -0.73575157 -1.18866288 -0.855555380
#> [27,] -6.232614e-01 -0.986125980 -1.16002739 -1.21190156 -0.836931724
#> [28,] 1.876285e-01 -0.153677928 -0.92572582 -0.96208571 -1.072267006
#> [29,] 2.079189e-01 -0.142290130 -0.30356016 -0.94756153 -0.760744043
#> [30,] 2.074632e+00 2.123881723 1.54235625 1.31821018 0.949246130
#> [31,] -8.761662e-01 -0.646769592 -0.73891781 -0.07901571 -0.437369664
#> [32,] -3.732551e-01 -0.224282277 -0.31147576 -0.23297199 1.380976322
#> [33,] 6.282193e-01 0.285891085 0.16345985 -0.53797972 -0.974069550
#> [34,] -3.819510e-01 -0.660434950 -0.15158077 -0.51474103 -0.713338375
#> [35,] -2.232513e-01 -0.447483123 -0.20540680 -0.57574258 1.088077015
#> [36,] -8.145705e-01 -0.965627943 -1.23126773 -1.14509034 -1.133217151
#> [37,] -7.029735e-01 -0.159371827 0.05422466 -0.30559288 -1.057029470
#> [38,] -2.645567e-01 -0.347270498 -0.26714843 -0.51474103 -0.538953239
#> [39,] -4.399234e-01 -0.006775330 -0.22123799 -0.03544317 -0.351023626
#> [40,] -6.058696e-01 -0.129763551 0.10330134 -0.26202034 -1.112900436
#> [41,] -4.877507e-01 -0.887052135 -0.96847002 -0.93884702 -0.247746991
#> [42,] -9.812413e-01 -1.127334679 -0.80065944 -1.11313715 -0.523715703
#> [43,] -8.305129e-01 -1.120502000 -1.05395843 -1.16251936 -0.664239648
#> [44,] -6.986256e-01 -0.716235162 -0.51253183 -0.56993291 -0.943594478
#> [45,] -4.928233e-01 -0.400793150 -0.03442998 -0.42759597 -0.848783142
#> [46,] -8.283390e-01 -0.341576599 0.15396114 0.06332123 -0.760744043
#> [47,] -7.109447e-01 -1.012317916 -0.65817876 -0.42178630 -0.672704945
#> [48,] -3.428196e-01 -0.709402483 -0.87348290 -0.65707798 -0.909733286
#> [49,] -5.370273e-01 -0.899578714 -1.01438046 -0.68903117 -0.244360872
#> [50,] 4.776994e-02 -0.379156333 -0.36213556 -0.16616077 -0.913119405
#> [51,] -1.178348e+00 -1.029399614 -0.99379992 -0.93013251 -0.127539761
#> [52,] -7.834103e-01 -0.916660411 -0.72783598 -0.77617623 0.089171865
#> [53,] -9.131237e-01 -0.780006832 -0.65817876 -0.87494064 -0.164787072
#> [54,] -8.305129e-01 -0.321078562 -0.32889006 -0.70646018 0.067162090
#> [55,] -7.225392e-01 -0.440650444 -0.45870580 -0.01510932 -0.703180018
#> [56,] 7.832956e-01 0.732292776 0.28061064 0.47290304 -0.967297312
#> [57,] 3.977787e-01 1.101257440 0.29960806 -0.23006715 1.748370251
#> [58,] 8.311229e-01 1.322180726 1.79882148 2.39299933 -0.625299277
#> [59,] -7.181913e-01 -0.842639722 -0.85448548 -0.95918087 0.537832653
#> [60,] -6.167395e-01 -0.756092456 -1.08720393 -1.12766133 1.641707497
#> [61,] -8.537019e-01 -1.035093513 -0.75474900 -0.98532439 -1.163692223
#> [62,] -7.573227e-01 -0.613744977 -0.69459049 -0.45954916 -0.542339358
#> [63,] -1.196464e+00 -1.401780617 -1.40066143 -1.45881258 -0.395043175
#> [64,] -9.254428e-01 -0.274388589 0.11280006 -0.53797972 -0.564349132
#> [65,] 5.702468e-01 0.635496491 1.30013909 0.75467209 1.722974357
#> [66,] 4.311129e-01 0.785815428 0.97401663 0.47290304 5.512041692
#> [67,] 7.240824e-02 -0.444066783 0.23786643 0.40318699 -0.227430277
#> [68,] -1.102984e+00 -0.496450655 -0.19432497 -1.11894682 1.155799398
#> [69,] -8.754416e-01 -1.101142743 -1.04762596 -0.91560834 -0.185103787
#> [70,] -7.790624e-01 -0.636520574 -0.97480250 -0.74712788 -0.242667813
#> [71,] -3.870236e-01 0.082049496 -0.15474701 -0.19230429 0.136577533
#> [72,] 9.994516e-02 -0.251612993 -0.56477475 -0.14292209 0.779940172
#> [73,] -5.210849e-01 -0.798227309 -1.27242881 -0.46535883 0.459951912
#> [74,] -3.406456e-01 -0.092183817 -0.52994614 -0.60769577 1.558747578
#> [75,] -2.551362e-01 -0.806198768 -0.10725345 -0.09644472 4.182989923
#> [76,] -5.305054e-01 -0.397376810 -1.03971036 -0.35497508 1.088077015
#> [77,] -3.913715e-01 -0.655879831 -0.97163626 -0.75003271 0.143349771
#> [78,] -9.290661e-01 -0.485062857 -0.54419421 -0.94465669 -0.567735252
#> [79,] -3.435442e-01 -0.514671133 -0.61701767 -0.02963350 1.108393730
#> [80,] -9.739948e-01 -0.977015742 -0.44129149 -0.29978321 1.032206049
#> [81,] -3.152826e-01 -0.248196653 -0.22282111 -0.33754607 -0.545725477
#> [82,] -4.971712e-01 0.297278883 0.38509647 -0.11387373 0.785019351
#> [83,] -1.580323e-01 -0.691182005 -1.24234956 -1.17413870 0.867979270
#> [84,] 7.385755e-02 -0.173037185 -0.24815101 -0.75584238 0.614020334
#> [85,] -7.065968e-01 -0.378017553 0.06688961 0.45256920 0.182290141
#> [86,] -1.855692e-01 -0.188980102 -0.56635787 -0.31140255 -0.845397022
#> [87,] -4.268796e-01 -0.669545189 -0.55844228 0.08365508 1.729746595
#> [88,] -1.217995e-01 -0.907550172 -0.40804600 0.03136804 2.535642954
#> [89,] 1.026055e+00 0.111657772 0.73496571 1.61159857 -0.232509455
#> [90,] 1.585490e+00 -0.527197711 0.92177371 0.79824462 0.974642024
#> [91,] 1.047795e+00 0.395213948 -0.52519678 -0.48859751 -0.010718651
#> [92,] -1.096462e+00 -0.076240900 1.84789816 1.64645660 -0.997772384
#> [93,] 3.499514e-01 2.289004798 3.26162316 2.82291498 1.165957756
#> [94,] 2.928277e+00 1.593210325 0.49274855 1.39664074 1.589222650
#> [95,] 3.306547e+00 2.032779337 0.78245927 -0.40145245 0.407467065
#> [96,] 2.639139e+00 2.341388670 0.63047987 0.56876262 0.077320447
#> [97,] 2.022457e+00 1.095563541 0.02414541 2.02699005 -0.149549536
#> [98,] 4.087726e+00 4.886561580 3.88537194 3.21216294 -0.202034383
#> [99,] 2.897117e+00 2.236620926 2.53180544 2.31456877 2.925046657
#> [100,] 1.267366e+00 1.552214251 0.34393539 1.18749258 -0.024263127
#> [101,] -8.942826e-01 -0.838084603 -0.81965686 -1.12475649 -0.554190775
#> [102,] -9.768934e-01 -0.634243014 -0.15791324 -0.13711242 -0.582972788
#> [103,] -7.687087e-02 0.185678460 -0.17849379 0.32766127 -0.887723512
#> [104,] -4.297783e-01 -0.136596230 -0.05659365 0.27246939 0.404080946
#> [105,] 9.849585e-02 -0.135457451 -0.77058018 -0.57283775 0.272022299
#> [106,] 1.732595e+00 2.154628779 2.13285953 1.69293396 -0.051352080
#> [107,] 7.412656e-01 0.353079095 0.75079689 1.27463765 0.542911831
#> [108,] 5.456085e-01 -0.117236973 1.21781691 1.25139896 -0.014104770
#> [109,] 9.528651e-01 0.983963118 1.06583752 1.10906202 0.050231494
#> [110,] 2.284058e+00 3.013268767 2.99882546 2.68638771 -0.505092047
#> [111,] 1.006698e-01 0.521618509 0.72230076 0.77500594 -0.457686379
#> [112,] -1.406406e-01 -0.063714322 -0.02651439 -0.32011705 -0.566042192
#> [113,] -6.276093e-01 -0.203784240 0.23628331 0.76048176 -0.398429294
#> [114,] 1.892019e+00 2.596475351 2.49064435 2.19837535 -0.449221081
#> [115,] 1.318092e+00 1.717337326 1.43312106 1.21944577 -0.869099856
#> [116,] -5.986231e-01 -0.698014684 -1.17744169 -1.14509034 0.683435776
#> [117,] 1.440558e+00 0.954354842 -0.04076246 0.28408873 -0.493240630
#> [118,] 6.738726e-01 0.100269973 -0.60118648 -1.13347100 -0.435676605
#> [119,] -2.587595e-01 -0.494173096 -1.31833926 -0.78198590 -0.604982562
#> [120,] -7.863089e-01 -0.529475270 0.13338060 0.24923071 -0.266370647
#> [121,] 2.535722e-01 -0.519226252 0.54974082 0.81567364 0.354982218
#> [122,] 1.407224e+00 1.474777223 2.23892848 2.23323337 0.534446533
#> [123,] 2.180641e-01 0.350801535 1.82415138 1.60288406 -0.239281694
#> [124,] -5.297808e-01 -0.004497771 1.42520546 1.69293396 0.945860011
#> [125,] 1.811066e-01 -0.331327581 0.75871249 1.17296841 -0.530487941
#> [126,] 3.081904e+00 3.231914493 2.97032932 3.14244689 -0.095371629
#> [127,] -4.051400e-01 0.289307424 0.79195798 0.62104966 -0.897881869
#> [128,] -3.022388e-01 0.367883232 0.27269504 -0.03544317 0.395615648
#> [129,] 2.093682e-01 0.804035905 0.31227301 -0.48278784 -0.367954221
#> [130,] -6.725380e-01 -0.363213416 -0.11516904 -0.01801416 -0.582972788
#> [131,] 4.448813e-01 0.609304555 0.33601979 0.16208564 0.344823861
#> [132,] 2.419777e-01 0.386103709 0.05739090 0.13594212 -0.268063706
#> [133,] 2.869064e-01 0.552365564 0.29169247 -0.07320603 0.057003733
#> [134,] -5.734686e-05 -0.056881643 -0.26081596 -0.52636038 -1.148454687
#> [135,] 4.956072e-01 0.834782961 0.65739289 0.37994831 -0.056431259
#> [136,] -4.102125e-01 0.330303498 0.75712937 1.03353630 -0.611754801
#> [137,] -1.138492e+00 -0.502144554 0.58615255 0.42061600 0.009598064
#> [138,] -6.478997e-01 -0.195812781 0.19037287 0.09527443 -0.682863303
#> [139,] -1.312201e-01 -0.273249810 -1.33575356 -1.01146791 -0.914812465
#> V50 V51 V52 V53 V54
#> [1,] -1.059951888 -0.29524418 -0.51599319 -0.274834517 -0.827752497
#> [2,] -0.721634847 -1.06640073 0.94633109 0.768639706 -0.194234800
#> [3,] -1.172724236 -0.03539794 -1.03966338 -0.749140982 -0.059443800
#> [4,] -0.909588759 -0.47126904 -0.90133541 -1.291205513 -0.962543497
#> [5,] -0.180327581 -0.90714014 -0.54563490 0.145265495 -0.868189797
#> [6,] 0.112880522 0.23283042 -0.03184529 2.110249421 1.544569093
#> [7,] -1.007324793 0.22444829 -0.76300743 -0.193524837 1.140196095
#> [8,] -1.037397419 -0.05216222 -1.03966338 0.592468733 -0.517733199
#> [9,] 2.007455955 2.22777891 2.07271602 0.660226800 0.601032097
#> [10,] 0.105362366 1.67455790 1.92450747 0.294333241 0.142742699
#> [11,] -0.172809424 -0.96581510 -0.51599319 -1.345411966 -1.232125496
#> [12,] 0.248207339 -0.21142281 0.04719927 1.093878425 -0.895147997
#> [13,] -0.263027302 -0.44612263 -0.44682921 -1.264102287 -0.342504899
#> [14,] -0.518644622 0.08195197 -1.00014110 -0.776244208 -0.355983999
#> [15,] -0.601344343 -0.73949741 -0.27885953 -0.532315169 -0.625565998
#> [16,] 0.511342815 0.06518769 -0.33814294 0.172368721 -0.881668897
#> [17,] 0.338425216 -0.35391913 -0.47647092 -0.071560318 -0.989501697
#> [18,] 0.180543930 -0.83170091 0.25469123 0.497607440 -0.221193000
#> [19,] -0.172809424 -0.87361159 0.98585337 0.063955815 0.358408298
#> [20,] 1.263158463 0.84472639 0.20528838 -0.478108716 2.178086791
#> [21,] 3.270506243 0.41723743 0.66967515 1.446220370 0.344929198
#> [22,] -1.007324793 -0.59700109 -0.48635149 -1.047276474 0.277533698
#> [23,] -0.435944901 1.23030467 2.46793880 0.511159054 -1.232125496
#> [24,] -0.962215854 -0.09407290 -0.11088984 0.334988081 -1.124292696
#> [25,] -0.353245180 1.17162971 -0.23933725 0.036852589 -0.099881100
#> [26,] 0.015144488 0.32503393 0.36337749 0.727984866 -0.733398798
#> [27,] -0.616380656 -1.15860424 -0.66420174 -0.613624849 0.264054598
#> [28,] 1.360894497 -0.89875800 -0.45670978 -0.911760341 0.587552997
#> [29,] 0.022662644 1.24706894 0.74871970 -0.247731290 -0.719919698
#> [30,] 0.030180801 0.38370888 -0.39742636 0.592468733 -0.180755700
#> [31,] 0.248207339 -0.78979023 -0.73336572 0.267230014 1.005405095
#> [32,] -0.638935126 -0.75626168 0.30409407 0.240126788 0.385366498
#> [33,] 0.503824659 -0.78979023 -1.26691648 -0.871105501 -1.151250896
#> [34,] -0.992288480 -1.12507569 -0.42706807 0.118162268 0.034909899
#> [35,] -0.962215854 -0.76464382 -1.09894680 -0.085111931 -0.477295899
#> [36,] -0.939661385 -0.42935836 -0.73336572 -1.101482927 -0.935585297
#> [37,] -0.819370881 -0.70596886 -0.70372402 -0.505211943 -0.019006501
#> [38,] 0.421124938 -0.20304067 -0.91121597 -1.101482927 -1.191688196
#> [39,] 0.165507617 -1.07478287 -0.59503775 -0.871105501 -0.719919698
#> [40,] -0.616380656 -0.94066869 -0.86181313 -0.925311955 -0.989501697
#> [41,] -0.826889038 -1.19213278 -0.83217142 -0.816899048 -0.180755700
#> [42,] -0.969734011 -0.91552228 -1.01002167 0.267230014 -0.126839300
#> [43,] -1.165206079 -1.18375065 -0.94085768 -0.478108716 -1.070376296
#> [44,] -0.360763336 -1.09992928 -0.87169370 -1.169240994 -1.205167296
#> [45,] 0.233171026 0.76928716 -0.92109654 -0.830450662 -0.450337699
#> [46,] -0.105146016 -0.50479759 -0.97049939 1.053223585 0.627990297
#> [47,] -0.496090153 -0.65567605 0.03731870 -0.884657115 -0.773836098
#> [48,] -0.766743786 -1.15022210 -0.66420174 -1.142137767 -1.110813596
#> [49,] -0.804334568 -0.16951213 -0.61479889 -0.627176462 -0.382942199
#> [50,] -0.691562221 -1.14183996 -0.73336572 -0.505211943 0.048388999
#> [51,] -0.706598534 -0.30362631 -0.58515718 -1.169240994 0.102305399
#> [52,] -1.473450495 0.23283042 -0.09112871 -0.383247423 -0.571649598
#> [53,] -0.804334568 -0.04378008 -0.44682921 0.565365507 -0.396421299
#> [54,] -0.240472832 -1.06640073 0.13612439 0.023300975 -1.043418097
#> [55,] 0.834623544 -0.05216222 -0.29862067 -0.166421611 -1.178209096
#> [56,] 1.526293940 -0.39582981 -1.06930509 -0.993070021 -0.059443800
#> [57,] -0.300618084 -0.56347254 -0.89145484 -0.884657115 -0.423379499
#> [58,] 1.172940585 -0.27009777 0.35349692 0.389194534 -0.409900399
#> [59,] 0.639151476 -1.11669355 0.70919742 -0.830450662 1.207591594
#> [60,] -0.383317805 -0.63052964 0.41278034 -0.491660329 -0.409900399
#> [61,] -0.856961664 -0.32877272 -0.68396288 -1.047276474 -0.005527401
#> [62,] -0.902070602 -0.43774050 0.12624382 -0.437453876 -0.989501697
#> [63,] -1.518559434 -1.34301124 -0.79264914 1.730804249 1.274987094
#> [64,] -0.450981214 -0.70596886 0.85740597 1.974733288 0.479720197
#> [65,] 0.270761808 0.90340135 -0.54563490 0.267230014 0.695385796
#> [66,] -0.067555233 -0.03539794 2.23080513 1.364910691 0.601032097
#> [67,] -0.368281493 -0.66405818 0.54122774 0.985465519 0.681906697
#> [68,] -1.059951888 0.81119784 -0.46659035 2.069594581 -0.019006501
#> [69,] -0.939661385 -0.19465854 -0.64444060 -0.369695810 1.652401893
#> [70,] -0.090109703 -0.81493664 1.82570178 1.080326812 0.371887398
#> [71,] 0.165507617 -0.22818708 -0.57527661 0.877052612 0.897572296
#> [72,] -0.631416969 -1.26757201 0.05707984 0.944810679 -0.409900399
#> [73,] -0.488571996 -1.10831142 -1.21751363 -1.413170033 1.585006393
#> [74,] -0.142736798 -0.47126904 -0.18993440 -0.112215157 -0.652524198
#> [75,] -0.661489595 1.16324758 1.06489793 1.215842944 1.989379391
#> [76,] -0.450981214 -0.19465854 -0.16029269 -0.911760341 1.733276492
#> [77,] -0.172809424 -0.42935836 0.10648268 0.822846159 0.654948497
#> [78,] -1.029879263 0.51782307 -0.90133541 0.362091307 0.048388999
#> [79,] -0.060037077 0.75252289 -0.20969554 1.093878425 -0.733398798
#> [80,] -0.247990989 -0.21142281 0.84752540 0.890604226 0.237096398
#> [81,] -1.142651610 -0.11921931 -0.95073825 0.172368721 -0.032485601
#> [82,] -0.067555233 -0.16951213 -1.07918566 -0.559418396 0.547115697
#> [83,] -0.533680935 -0.06892649 1.17358419 -0.518763556 2.070253991
#> [84,] -0.082591546 -0.01025153 0.35349692 1.107430038 2.029816691
#> [85,] -0.871997977 0.46753025 0.16576610 0.158817108 -0.180755700
#> [86,] -0.142736798 1.61588295 -0.18005383 -0.627176462 1.719797392
#> [87,] 0.526379128 0.09033410 -0.18005383 0.267230014 3.162061087
#> [88,] 2.037528580 0.73575862 1.36131501 1.297152624 0.425803798
#> [89,] 2.233000649 0.38370888 -0.62467946 -0.383247423 2.609417989
#> [90,] 2.007455955 0.27474111 1.59844868 3.804201082 2.488106089
#> [91,] 0.052735270 0.09871624 0.43254148 0.009749362 1.679360093
#> [92,] -0.022446295 0.40047316 0.39301920 1.188739718 1.355861694
#> [93,] 0.067771583 1.68294004 3.04101183 1.635942956 2.434189690
#> [94,] 1.293231089 1.09619049 0.19540781 1.188739718 0.344929198
#> [95,] 1.150386116 2.47924301 2.92244499 2.232213941 0.574073897
#> [96,] 0.992504830 1.52367945 3.18922037 2.272868781 0.843655896
#> [97,] 3.202842835 0.61840870 1.70713494 0.240126788 -0.369463099
#> [98,] 2.052564893 7.07265382 5.65936275 2.814933312 2.690292588
#> [99,] 4.683919661 0.69384793 0.72895856 3.411204296 1.746755592
#> [100,] 1.954828859 0.09033410 -1.01990224 -0.803347435 1.086279695
#> [101,] -0.631416969 -0.22818708 -0.39742636 -1.291205513 -0.814273397
#> [102,] 0.330907060 -0.07730863 -0.11088984 -0.993070021 0.183179999
#> [103,] 0.210616556 -0.41259409 0.31397464 -0.315489357 -0.868189797
#> [104,] -0.007409982 -0.74787955 -0.31838180 -0.640728076 -1.124292696
#> [105,] -0.887034289 -1.01610792 -0.82229085 -1.087931314 -1.205167296
#> [106,] 1.593957348 0.77766930 -0.05160643 -0.816899048 -0.072922900
#> [107,] 0.443679407 -0.68082245 0.27445237 0.145265495 0.048388999
#> [108,] 0.173025774 0.45076597 0.83764483 0.578917120 -0.355983999
#> [109,] 0.473752033 -0.32877272 -0.44682921 -0.640728076 -1.218646396
#> [110,] 1.669138913 0.92854776 0.63015287 -0.532315169 -0.531212299
#> [111,] 0.150471304 0.37532675 -0.13065098 -0.572970009 -1.326479195
#> [112,] -0.533680935 -0.57185468 -0.57527661 -0.518763556 -0.382942199
#> [113,] 0.105362366 0.05680556 -0.46659035 -0.789795822 -1.272562796
#> [114,] 0.939877735 0.17415547 0.79812255 -0.965966794 -1.218646396
#> [115,] 0.556451754 0.07356983 -0.54563490 -0.938863568 -1.137771796
#> [116,] -0.586308030 -0.47126904 -0.40730693 0.565365507 -0.679482398
#> [117,] 0.488788346 -0.29524418 -0.95073825 0.362091307 0.371887398
#> [118,] -1.074988201 -0.99934364 -0.79264914 -0.071560318 -0.409900399
#> [119,] -0.375799649 -0.29524418 -0.81241028 -0.708486142 0.371887398
#> [120,] -1.142651610 -0.35391913 0.09660211 -0.938863568 0.061868099
#> [121,] -0.849443507 0.74414075 0.66967515 -0.681382915 -0.760356998
#> [122,] 1.157904273 1.73323286 0.39301920 -1.006621634 -0.221193000
#> [123,] 0.368497842 1.64941150 0.44242205 -1.223447447 -0.099881100
#> [124,] 0.736887510 1.55720799 0.30409407 1.215842944 0.479720197
#> [125,] -0.435944901 1.41471167 0.04719927 -1.223447447 -0.571649598
#> [126,] 2.315700370 -0.89037587 -0.57527661 1.242946171 -0.072922900
#> [127,] -0.195363894 0.32503393 -0.39742636 -0.085111931 -0.221193000
#> [128,] -0.789298255 0.52620520 -0.15041212 -0.017353864 -0.706440598
#> [129,] -0.187845737 0.40885529 -0.02196472 -0.207076450 -0.841231597
#> [130,] -0.759225629 -0.59700109 -0.52587376 -0.396799036 -1.124292696
#> [131,] -0.450981214 1.01236912 0.28433294 -0.722037755 -1.339958295
#> [132,] -0.060037077 0.04842342 -0.04172586 -1.115034541 -1.178209096
#> [133,] -0.240472832 0.21606615 -0.39742636 -0.518763556 -0.342504899
#> [134,] -1.097542671 0.35018034 0.04719927 -0.085111931 -0.126839300
#> [135,] -0.142736798 -0.19465854 0.13612439 -0.451005490 -1.043418097
#> [136,] 0.661705945 0.35856247 -0.19981497 -0.152869997 1.207591594
#> [137,] -0.172809424 -0.91552228 -0.74324629 -0.220628064 0.344929198
#> [138,] 0.248207339 -0.04378008 0.23493009 -1.087931314 -0.787315198
#> [139,] -0.646453282 0.17415547 0.09660211 0.267230014 -0.841231597
#> V55 V56 V57 V58 V59
#> [1,] 0.04688797 1.95322183 0.974035147 -0.46076067 -0.450940279
#> [2,] 1.28692954 2.91565814 3.837384804 1.36684710 0.278299452
#> [3,] 0.27759338 -1.24279307 -0.132259038 -0.47665291 0.481808214
#> [4,] -1.12105816 0.10098592 -0.376294520 -0.81038998 -0.467899342
#> [5,] 0.43620335 0.24625932 0.079238380 -0.49254515 -0.518776533
#> [6,] -0.24149379 0.62760201 -0.880634517 0.22260571 -1.180180009
#> [7,] -0.15497926 1.24501398 1.266877726 -0.39719170 1.872451422
#> [8,] 1.74834036 -0.13508336 1.169263533 -0.46076067 2.059001120
#> [9,] 0.26317429 -0.64354028 0.241928701 -1.00109688 -0.094799945
#> [10,] 0.24875520 -1.07936049 -0.571522906 -0.65146757 0.566603532
#> [11,] -0.32800832 -0.80697286 0.648654504 0.85829537 -0.145677135
#> [12,] -0.78941914 -1.04304214 -0.913172581 1.33506262 0.515726341
#> [13,] -0.38568467 -1.04304214 -0.831827420 -0.65146757 -0.145677135
#> [14,] -0.18381744 -0.15324254 0.404619022 1.30327813 0.278299452
#> [15,] -0.87593367 -1.31542978 -1.189746127 -0.85806671 -0.366144961
#> [16,] -0.22707470 0.73655706 0.307004830 -0.33362274 -0.790121549
#> [17,] -0.03962656 -0.66169946 0.599847408 -0.92163567 0.210463198
#> [18,] 0.30643156 0.19178180 -0.425101617 -0.93752792 -0.213513389
#> [19,] 0.37852700 -0.42563017 -0.360025488 -0.74682102 -0.111759008
#> [20,] 1.61856857 0.10098592 0.241928701 0.27028244 -0.976671247
#> [21,] -0.51545646 -0.18956089 -0.002106781 0.42920485 -0.332226834
#> [22,] 1.40228225 0.31889603 2.421979008 1.65290745 -0.552694660
#> [23,] 0.13340250 0.22810015 -0.050913878 1.62112296 0.515726341
#> [24,] -0.76058096 -1.18831555 0.534771280 -0.31773050 -0.535735596
#> [25,] -0.93361002 0.24625932 0.290735797 -0.55611412 -0.128718072
#> [26,] -0.65964735 -0.28035677 -0.636599035 -0.41308395 1.957246739
#> [27,] 0.33526973 -0.53458523 0.144314508 -0.44486843 -0.349185898
#> [28,] 0.21991703 -1.15199720 0.404619022 -0.46076067 -0.145677135
#> [29,] -0.06846473 0.15546345 -0.164797103 0.60401951 -0.315267770
#> [30,] 0.58039423 2.08033606 -0.896903549 1.92307555 2.991749613
#> [31,] -0.31358923 2.08033606 1.933908044 0.38152813 -0.145677135
#> [32,] -0.01078838 -0.58906275 -0.831827420 0.69937296 -0.383104025
#> [33,] -1.22199178 -0.18956089 0.258197733 -0.38129946 0.108708817
#> [34,] 0.04688797 1.02710387 -0.132259038 -0.88985119 -0.400063088
#> [35,] 0.46504152 -0.26219759 -0.067182910 -0.07934687 -0.824039676
#> [36,] -0.22707470 -0.80697286 -0.441370649 -1.03288136 -0.450940279
#> [37,] -0.57313282 0.33705520 -0.636599035 -0.36540722 -0.484858406
#> [38,] -0.99128637 -0.64354028 0.941497083 0.98543330 -0.857957803
#> [39,] -0.22707470 -0.84329121 -0.571522906 -0.77860550 -1.197139073
#> [40,] -1.12105816 -0.67985863 -0.701675163 -1.06466585 -0.756203422
#> [41,] 0.62365149 0.70023871 -0.538984842 -0.95342016 -1.231057200
#> [42,] -0.67406643 -0.48010770 -0.815558388 -0.68325205 -0.976671247
#> [43,] -0.58755191 -0.64354028 -1.027055806 -0.58789860 0.125667881
#> [44,] -0.73174279 -1.17015637 -0.750482260 -0.69914429 -0.467899342
#> [45,] 0.47946061 0.39153273 -0.425101617 -0.73092878 -0.094799945
#> [46,] -0.32800832 0.24625932 -0.115990006 0.04779106 0.125667881
#> [47,] -0.25591288 -1.13383802 -0.538984842 -0.85806671 -1.180180009
#> [48,] -0.55871373 -0.86145039 -0.880634517 -0.66735981 -1.231057200
#> [49,] -0.05404565 -0.71617698 -0.848096452 -0.93752792 -0.501817469
#> [50,] -1.13547725 -1.11567885 -0.896903549 -0.30183826 -0.671408104
#> [51,] -0.54429464 -0.11692419 -0.067182910 -0.34951498 -0.400063088
#> [52,] -0.68848552 -0.33483430 -0.506446778 -0.38129946 -0.094799945
#> [53,] -1.04896272 -0.09876501 -0.571522906 -0.82628222 -0.722285295
#> [54,] -0.80383823 1.55371997 0.925228051 -1.00109688 -0.162636199
#> [55,] -0.55871373 -0.20772007 -0.392563553 -0.63557533 -0.603571850
#> [56,] 0.42178426 0.06466757 -0.311218392 -0.27005377 -0.824039676
#> [57,] 0.16224067 -0.33483430 -0.311218392 -0.25416153 -0.603571850
#> [58,] -0.77500005 -0.58906275 2.893780940 0.38152813 -0.705326231
#> [59,] 0.50829879 -1.11567885 -0.701675163 -0.69914429 0.600521659
#> [60,] -0.76058096 0.59128366 -0.766751292 -0.61968309 0.040872563
#> [61,] 1.05622413 1.22685481 -0.164797103 0.11136002 0.651398849
#> [62,] 0.33526973 0.02834922 0.339542894 -0.98520464 -0.857957803
#> [63,] -0.58755191 0.97262635 1.364491919 0.04779106 1.024498246
#> [64,] 2.05114121 -0.77065451 -1.010786774 -0.47665291 0.176545071
#> [65,] -0.40010376 0.64576119 1.852562883 0.98543330 4.297597503
#> [66,] 1.28692954 -1.27911143 0.420888055 0.77883417 1.685901723
#> [67,] 2.87302923 0.11914509 2.633476426 2.32038159 1.889410485
#> [68,] 0.68132784 1.88058513 2.438248040 -0.33362274 0.583562595
#> [69,] 1.54647313 -0.17140171 -0.734213227 0.34974365 -0.518776533
#> [70,] 2.68558109 1.24501398 -0.457639681 0.68348072 0.770112294
#> [71,] -0.76058096 0.82735294 -0.229873231 -0.54022188 0.939702929
#> [72,] -0.44336102 0.86367129 0.144314508 0.09546778 0.583562595
#> [73,] 1.70508310 -0.04428749 0.599847408 0.57223503 0.566603532
#> [74,] -0.86151458 0.28257767 -0.002106781 0.46098934 1.397597644
#> [75,] -0.12614109 1.22685481 1.478375144 1.08078675 0.939702929
#> [76,] 0.55155605 0.01019004 2.243019654 3.86192901 1.278884199
#> [77,] -0.64522826 -0.18956089 -0.425101617 -0.71503653 -0.569653723
#> [78,] -0.54429464 1.48108326 0.990304179 -0.01577791 2.839118042
#> [79,] 0.07572615 -0.60722193 -0.229873231 0.57223503 -0.094799945
#> [80,] -0.99128637 0.73655706 -0.425101617 -0.90574343 -0.857957803
#> [81,] 0.30643156 0.33705520 -0.457639681 -0.85806671 0.006954436
#> [82,] -1.13547725 0.89998965 -0.522715810 2.63822642 -0.026963691
#> [83,] -0.16939835 0.50048778 0.437157087 -0.15880808 0.312217579
#> [84,] 0.71016602 0.75471624 0.583578376 0.23849795 -1.129302819
#> [85,] 1.51763495 -0.75249533 -0.229873231 0.33385140 0.074790690
#> [86,] -0.84709549 0.06466757 0.713730633 0.55634278 0.329176643
#> [87,] -0.37126558 -0.29851594 -0.945710645 0.01600657 1.143211691
#> [88,] 1.35902498 -0.51642605 -0.571522906 0.58812727 1.244966072
#> [89,] 1.43112042 2.33456452 0.746268697 1.95486004 2.228591755
#> [90,] 1.21483410 3.00645401 0.990304179 -0.07934687 -0.908834993
#> [91,] 2.67116200 -0.93408709 0.062969347 0.69937296 0.057831627
#> [92,] 0.72458511 -0.62538110 -0.864365485 1.33506262 -0.332226834
#> [93,] 0.72458511 1.40844656 1.575989337 1.84361435 2.177714565
#> [94,] 0.52271788 0.99078552 0.860151922 0.84240313 1.278884199
#> [95,] 0.42178426 0.82735294 -0.978248710 0.49277382 -0.077840881
#> [96,] -0.05404565 -0.67985863 1.998984172 0.82651089 0.617480722
#> [97,] 2.74325744 0.60944284 0.193121605 1.09667900 1.329761390
#> [98,] 2.32510388 0.06466757 1.575989337 2.16145917 2.516895835
#> [99,] 5.13682606 5.63953448 4.471877058 5.75310575 2.788240851
#> [100,] 0.17665976 0.68207954 -0.620330002 0.19082123 -0.145677135
#> [101,] -0.74616187 -0.98856462 -0.034644845 -0.49254515 -0.976671247
#> [102,] -0.68848552 0.55496531 -0.457639681 0.20671347 -1.197139073
#> [103,] -0.41452285 -0.33483430 -0.815558388 -0.19059257 -0.840998739
#> [104,] -0.94802911 -0.40747100 -0.685406131 0.36563589 -0.010004627
#> [105,] -1.12105816 -0.98856462 -0.978248710 -0.25416153 -0.891875930
#> [106,] 0.16224067 0.15546345 0.046700315 -0.92163567 -0.518776533
#> [107,] -1.00570546 0.24625932 -0.132259038 -0.28594601 -1.044507501
#> [108,] -0.47219920 -1.09751967 -0.376294520 -0.41308395 -0.874916866
#> [109,] -0.65964735 -0.08060584 -0.799289356 -0.23826929 -0.518776533
#> [110,] -0.06846473 0.10098592 -0.099720974 -0.57200636 -0.400063088
#> [111,] -0.93361002 -0.62538110 -0.831827420 -0.88985119 -0.959712184
#> [112,] -0.81825731 -0.35299347 -0.701675163 -0.66735981 -1.129302819
#> [113,] -0.22707470 -0.46194852 -1.043324838 -0.12702360 -0.077840881
#> [114,] -0.37126558 0.88183047 0.453426119 -0.44486843 0.108708817
#> [115,] -0.78941914 -0.46194852 -0.213604199 -0.68325205 -0.603571850
#> [116,] -1.09221999 -0.55274440 -1.043324838 -0.57200636 -0.433981215
#> [117,] 1.17157684 0.88183047 0.485964183 0.69937296 0.600521659
#> [118,] -1.10663908 -0.53458523 -1.059593870 -1.14412705 0.040872563
#> [119,] 0.26317429 -0.87960956 -0.392563553 0.42920485 0.057831627
#> [120,] -0.84709549 -0.38931182 0.339542894 -0.15880808 -0.433981215
#> [121,] -0.16939835 -0.84329121 -1.059593870 -0.34951498 -0.196554326
#> [122,] 0.43620335 -0.15324254 -0.392563553 -0.90574343 -0.603571850
#> [123,] 0.60923240 -0.78881369 -0.620330002 -0.76271326 -0.807080612
#> [124,] -0.14056018 -0.69801781 -0.604060970 -0.81038998 -0.400063088
#> [125,] 0.11898341 -0.75249533 -0.376294520 -0.42897619 -0.773162485
#> [126,] -0.74616187 -0.95224627 -0.294949360 0.14314451 -0.145677135
#> [127,] -0.94802911 -0.71617698 -0.961979677 -0.14291584 -0.315267770
#> [128,] -0.90477184 -0.08060584 -0.750482260 -0.50843739 -0.959712184
#> [129,] -0.65964735 -0.75249533 -0.848096452 -0.66735981 -1.112343755
#> [130,] -0.16939835 -0.75249533 -0.148528070 -0.54022188 -0.959712184
#> [131,] -0.91919093 -0.38931182 -0.913172581 -0.23826929 -1.044507501
#> [132,] -0.45778011 -1.22463390 -0.896903549 -0.96931240 -0.874916866
#> [133,] -0.76058096 -1.04304214 -0.848096452 -1.03288136 -0.739244358
#> [134,] -0.81825731 -1.04304214 -0.701675163 -0.54022188 -0.366144961
#> [135,] -0.77500005 -0.22587924 -0.652868067 -1.09645033 -1.078425628
#> [136,] -0.83267640 0.31889603 -0.246142263 0.58812727 1.940287676
#> [137,] -0.40010376 -0.37115265 -0.750482260 -0.73092878 -0.281349643
#> [138,] -0.41452285 0.10098592 0.974035147 0.95364882 -0.026963691
#> [139,] -0.74616187 -0.40747100 -0.652868067 -0.66735981 -0.298308707
#> V6 V60 V7 V8 V9
#> [1,] 2.436949851 -0.41859987 1.63067396 2.691442015 1.522261801
#> [2,] 1.956938361 0.23258610 2.08467159 3.052245043 3.663347600
#> [3,] -0.626885866 0.53902656 0.06727122 1.429875561 1.737222648
#> [4,] -0.086674915 -0.07385435 0.05406402 0.641085491 0.355602046
#> [5,] -0.194400266 -0.24622711 -0.23319266 -0.876775527 -0.250454969
#> [6,] -1.493441263 -0.41859987 -1.62820355 -0.919076572 -0.575263651
#> [7,] 0.862258692 0.69224678 0.36938601 -0.411464035 -0.733406653
#> [8,] 1.979117110 0.13682346 1.66369197 0.889915166 -0.256136754
#> [9,] 0.222243371 0.02190829 0.84979804 0.277794165 -0.249508005
#> [10,] -0.373414452 0.17512852 -0.99095597 -1.366969987 -0.655755598
#> [11,] -0.455792661 0.42411139 -0.23484356 -0.223597630 -0.885867871
#> [12,] -0.433613913 0.25173863 -0.65582318 -0.233550817 0.590449140
#> [13,] 0.021050436 -0.47605745 -0.23979626 -1.092013196 -0.756133791
#> [14,] -0.362325078 -1.05063330 -0.28932328 -1.247531743 -0.940791788
#> [15,] -1.415815642 -0.41859987 -1.03553028 -1.378167323 -1.159540492
#> [16,] -0.821742015 -0.89741308 -0.79284792 -0.851892560 -1.046851766
#> [17,] -1.336605825 -0.15046447 -1.41028469 -0.829497889 0.157686552
#> [18,] -0.842336568 -0.82080296 -0.44780972 -0.752360690 -1.098934791
#> [19,] -0.463713643 -0.39944734 -1.24519464 -1.317204052 -0.982458208
#> [20,] -0.750453180 -0.24622711 -0.27116337 -0.808347367 -0.983405172
#> [21,] -0.580944172 0.74970437 0.81843094 0.214342598 -0.715414336
#> [22,] -1.338190022 -0.53351504 -0.30913408 -0.375383732 0.279844919
#> [23,] 0.613539867 0.07936587 0.29014279 0.899868353 -0.150076776
#> [24,] -0.875604691 0.09851840 -1.87418772 -1.144267428 -0.888708763
#> [25,] -0.395593201 0.80716195 -0.32729399 -0.554541098 -0.934163040
#> [26,] -0.645896222 0.74970437 -1.23198744 -0.233550817 0.171891013
#> [27,] -0.929467366 -0.78249791 -1.15274422 -1.568522024 -1.235297619
#> [28,] -0.961151293 0.27089116 0.21585227 0.089927761 -0.979617316
#> [29,] 0.201648819 0.84546701 0.46513824 -0.845671818 -0.937003932
#> [30,] 0.440862466 2.18614400 0.72598051 1.029259784 -0.835678775
#> [31,] 1.223455457 -0.20792205 0.01609331 -0.365430545 -1.085677293
#> [32,] 1.117314302 -0.87826055 -0.40983901 0.043894271 -0.129243566
#> [33,] -0.493813374 -0.11215941 -0.54026015 -0.356721506 -0.697422018
#> [34,] -0.561933816 1.07529735 -0.44120612 0.169553257 -0.937003932
#> [35,] 1.328012415 1.38173781 0.41891302 0.160844218 -1.176585846
#> [36,] -0.439950698 -0.82080296 -0.65582318 -0.843183521 -0.950261429
#> [37,] -0.685501130 0.40495886 -0.45111152 -0.262166230 -0.716361300
#> [38,] -0.596786136 -0.03554930 -0.92326905 -1.476455044 -0.786436642
#> [39,] -1.325516451 -0.91656561 -0.45771512 -0.599330440 -0.373560300
#> [40,] -1.035608521 -0.62927768 -0.51384574 -0.501042718 -0.739088438
#> [41,] -0.029643847 -0.82080296 -0.04829181 -0.548320356 -0.539279016
#> [42,] -0.219747407 -0.74419285 -0.46101692 -0.824521296 -0.099887679
#> [43,] -0.552428638 -0.15046447 -0.48743133 -0.873043082 -0.452158320
#> [44,] -0.675995952 -0.66758274 -1.21547843 -0.456253376 -0.846095380
#> [45,] -0.378167041 -0.05470183 -0.77138621 -0.721256980 -1.526962558
#> [46,] -0.961151293 0.55817908 -1.36571038 -0.669002749 -0.838519667
#> [47,] -0.411435164 -0.93571813 -0.43295162 -0.509751756 -0.547801692
#> [48,] -1.205117529 -0.59097262 -1.05864289 -0.924053166 -0.639657209
#> [49,] -0.683916934 -0.82080296 -0.91831635 -1.009899404 -0.701209874
#> [50,] -1.439578587 -0.34198975 -0.84072403 -0.452520931 -0.893443584
#> [51,] -0.287867850 -0.51436251 -0.27116337 -0.813323960 -0.746664150
#> [52,] 0.767206911 -0.22707458 -0.02352830 -0.882996269 -0.390605654
#> [53,] -0.479555607 -0.80165044 0.34957520 -0.272119417 -0.327159060
#> [54,] -0.381335434 -0.28453217 -0.05324451 -0.111624276 -0.468256709
#> [55,] -0.292620439 -0.68673526 0.94059757 0.041405974 -0.631134532
#> [56,] -0.040733221 0.23258610 -0.18861835 -0.308199720 0.542153971
#> [57,] 0.935131723 -0.24622711 -0.46431872 -0.622969259 0.046891754
#> [58,] -0.809068445 -0.55266757 1.60425956 2.229862967 1.048779758
#> [59,] 2.443286637 0.21343357 1.87500723 0.932216211 1.597071964
#> [60,] 4.401353310 -0.24622711 4.22754039 2.818345149 1.609382497
#> [61,] -0.245094549 -0.18876952 1.03965160 0.526623841 -0.124508746
#> [62,] 0.284027028 -0.99317572 1.28563577 0.427091971 -0.342310486
#> [63,] 0.009961062 0.86461954 -1.68928687 -0.800882476 -0.412385828
#> [64,] -0.905704421 0.36665380 -1.33269237 -0.717524535 -0.313901563
#> [65,] 1.367617323 7.14664887 1.73137889 -0.683932529 -0.457840104
#> [66,] 1.182266352 3.16292295 1.13045112 -1.571010321 0.188936367
#> [67,] -0.275194279 0.57733161 0.05406402 1.728471172 -0.495718668
#> [68,] 0.230164353 1.24767011 -0.46927143 -0.510995905 0.357495974
#> [69,] -0.907288618 -0.89741308 -0.18531655 0.087439464 -1.071472832
#> [70,] -0.740948002 -0.20792205 -0.83081863 -0.813323960 -0.255189790
#> [71,] -0.457376858 0.50072150 -1.31123066 -0.443811893 -1.118821036
#> [72,] 0.759285930 -0.32283722 0.61867198 -1.152976467 -1.060109263
#> [73,] -0.430445520 0.65394173 -0.52044934 -1.083304158 -0.601778645
#> [74,] -0.992835220 1.28597517 -0.73506640 -0.609283627 -1.169957097
#> [75,] 1.904659882 -0.18876952 -0.91006185 1.205928854 -0.738141474
#> [76,] 0.710175843 -0.24622711 0.52622155 -0.680200084 -0.528862411
#> [77,] 0.995331184 0.25173863 -0.02352830 -0.273363565 -0.340416557
#> [78,] 0.269769261 2.53088951 1.37643529 0.246690456 -0.863140733
#> [79,] 1.380290894 -0.62927768 0.29839729 0.367372848 -0.025077517
#> [80,] 0.741859770 -0.82080296 0.24391757 0.418382932 0.127383701
#> [81,] -0.490644981 -0.66758274 -0.38012280 -0.228574224 -0.474885458
#> [82,] 0.781464678 0.15597599 0.03920592 -0.110380128 0.368859543
#> [83,] 0.745028163 0.02190829 1.59435415 1.611521224 1.044044937
#> [84,] 0.960478865 -0.57182009 0.70782060 0.993179482 1.482489309
#> [85,] 1.198108315 1.11360241 1.23445785 0.719466839 1.165256340
#> [86,] 0.597697903 1.15190747 1.49199832 1.762063178 1.269422390
#> [87,] 0.607203081 -0.28453217 0.99837909 1.049166158 -0.094205895
#> [88,] 2.481307349 0.65394173 1.47383842 0.435801009 0.067724964
#> [89,] 0.257095691 -0.47605745 -0.37021740 3.614600109 3.801604357
#> [90,] -1.297000917 0.67309425 -0.65582318 1.692390869 3.725847230
#> [91,] 0.127191591 1.47750045 3.55562390 4.071202563 3.595166186
#> [92,] -1.216206904 -0.85910802 -0.98930507 0.919774727 2.043092048
#> [93,] 2.733194567 -0.16961700 2.28938325 0.490543538 -1.196472092
#> [94,] -0.317967580 2.91394008 -0.74827360 -0.461229970 -0.138713207
#> [95,] 2.196152008 0.23258610 1.00498269 0.871252941 0.834765874
#> [96,] -0.658569793 -0.97402319 -1.71405037 -0.627945852 0.029846400
#> [97,] 1.196524119 1.20936505 -0.09946972 1.836712080 -0.304431922
#> [98,] 0.448783447 0.76885690 -0.29757778 0.583854666 -0.502347416
#> [99,] 0.336305507 0.61563667 1.03800070 -0.408975738 0.691774297
#> [100,] -1.141749676 0.63478920 -0.41314081 -0.308199720 -0.167122130
#> [101,] -0.441534894 -1.05063330 0.47834544 0.139693696 0.155792624
#> [102,] -1.471262514 0.50072150 -1.56051663 -0.637899039 0.601812709
#> [103,] -0.893030851 -0.24622711 -0.70369929 -1.225137073 -0.341363521
#> [104,] 0.745028163 -1.14639595 0.83493994 0.242958011 -0.006138235
#> [105,] 0.352147471 -0.26537964 0.67480259 0.758035438 0.598024852
#> [106,] -0.335393740 -0.57182009 0.10524194 -0.024533890 0.336662764
#> [107,] -0.040733221 -0.57182009 0.72267871 0.996911927 1.260899713
#> [108,] 0.120854806 -0.85910802 0.14816535 0.496764280 1.273210246
#> [109,] 0.325216133 -0.30368470 0.21089956 0.511694060 1.008060302
#> [110,] -0.601538725 -0.85910802 -0.37847190 -0.430126260 0.762796603
#> [111,] -0.821742015 -0.64843021 -0.65252138 -0.566982582 -0.263712466
#> [112,] -0.284699457 -0.55266757 0.02269691 -0.396534254 0.233443679
#> [113,] -0.310046598 -0.53351504 -0.58813626 0.641085491 0.472078629
#> [114,] -1.045113699 -0.41859987 -0.91996725 -0.249724746 -0.466362781
#> [115,] -1.254227616 -0.62927768 -1.46806621 -1.477699193 -1.174691918
#> [116,] 0.692749683 0.15597599 1.46228212 0.357419661 0.759955711
#> [117,] -0.561933816 0.04106082 -0.97774877 -0.267142823 0.656736626
#> [118,] -0.074001344 -0.43775239 0.26042658 -0.249724746 1.187983478
#> [119,] -0.953230312 -0.57182009 -0.79945152 -0.515972498 0.009013191
#> [120,] 0.588192725 0.40495886 -0.35040659 -0.641631484 -0.105569464
#> [121,] 1.239297420 -0.22707458 -0.10277152 0.478102054 1.017529943
#> [122,] -0.113606252 -0.93571813 -0.34215209 0.006569819 0.693668225
#> [123,] -0.009049294 -0.62927768 -0.25135256 0.094904354 0.816773556
#> [124,] 1.676535609 -0.16961700 1.80732031 1.500792019 1.766578535
#> [125,] -0.028059650 -0.15046447 0.19604146 0.662236014 0.868856581
#> [126,] 0.846416728 -0.45690492 0.44532743 0.104857541 1.248589180
#> [127,] -0.316383384 -0.91656561 0.52787245 -0.116600870 -0.151970704
#> [128,] 0.602450492 -0.85910802 0.48659994 -0.122821612 -0.030759301
#> [129,] -0.270441690 -0.95487066 -0.24309806 -0.579424066 -0.562006154
#> [130,] -0.877188887 -0.99317572 -0.19026925 0.463172273 0.355602046
#> [131,] -0.340146329 -0.72504032 -0.47752593 -0.121577463 0.234390643
#> [132,] -1.255811812 -0.74419285 -0.34710479 -0.406487441 -0.294015317
#> [133,] -0.441534894 -0.11215941 -0.47422413 -0.217376888 -0.128296602
#> [134,] -0.791642285 -0.59097262 -0.09616792 -0.309443868 -0.020342696
#> [135,] 0.469378000 0.36665380 0.75569672 0.726931729 0.833818910
#> [136,] 0.927210741 1.74563585 1.41935870 0.468148867 0.566775038
#> [137,] -0.137369198 0.02190829 -0.29427598 -0.372895435 -0.662384347
#> [138,] 0.200064622 -0.66758274 0.14651445 -0.173831695 -0.446476535
#> [139,] -1.119570927 0.94122965 -0.84732763 0.102369244 0.107497456
#> attr(,"center")
#> [1] 0.031627338 0.202327338 0.234982014 0.256002878 0.277294964 0.296627338
#> [7] 0.325612950 0.391888489 0.422464029 0.458704317 0.509278417 0.039957554
#> [13] 0.562708633 0.595373381 0.609470504 0.644097122 0.679320144 0.684362590
#> [19] 0.698956835 0.699084173 0.693843885 0.637968345 0.043379137 0.577685612
#> [25] 0.514305755 0.449953237 0.424307914 0.412282014 0.391406475 0.379972662
#> [31] 0.355684892 0.332894964 0.325818705 0.051315827 0.310617986 0.288053957
#> [37] 0.287734532 0.255329496 0.216341007 0.200579137 0.165107914 0.123094964
#> [43] 0.088474820 0.050220144 0.075433094 0.020198561 0.016022302 0.013622302
#> [49] 0.010928058 0.010941007 0.009074820 0.008343885 0.008012950 0.007799281
#> [55] 0.007858993 0.104471223 0.006585612 0.116825180 0.131771942 0.172948201
#> attr(,"scale")
#> [1] 0.023612598 0.132790917 0.134883725 0.143517944 0.142895760 0.159727121
#> [7] 0.203167892 0.232621467 0.261892008 0.257203103 0.257280608 0.032838215
#> [13] 0.260018411 0.257636032 0.253954076 0.240362288 0.227933736 0.239298190
#> [19] 0.244071339 0.247138112 0.238128412 0.247251559 0.039864935 0.228720235
#> [25] 0.219076993 0.209819670 0.197471546 0.218493842 0.252304758 0.249514201
#> [31] 0.230466987 0.203377664 0.188224131 0.049757916 0.174084305 0.170630286
#> [37] 0.172619933 0.145150487 0.137924155 0.155033560 0.137996543 0.087813287
#> [43] 0.063166457 0.034425357 0.059064667 0.013301133 0.011930133 0.010120874
#> [49] 0.007379195 0.007418893 0.006935251 0.005506858 0.006146647 0.006292379
#> [55] 0.005896552 0.063123489 0.005221243 0.060573004 0.080376265 0.105600626
#> attr(,"nonsingular")
#> [1] 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25
#> [26] 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50
#> [51] 51 52 53 54 55 56 57 58 59 60
#>
#> attr(,"class")
#> [1] "ncvreg"
#>
#> $min
#> [1] 19
#>
#> $lambda.min
#> [1] 0.06102396
#>
#> $null.dev
#> [1] 1.380025
#>
#> $Bias
#> [1] 0.1170887
#>
#> $pe
#> [1] 0.4604317 0.4388489 0.3597122 0.2949640 0.2805755 0.2517986 0.2230216
#> [8] 0.2374101 0.2302158 0.2374101 0.2589928 0.2446043 0.2517986 0.2589928
#> [15] 0.2589928 0.2661871 0.2589928 0.2446043 0.2230216 0.2302158 0.2230216
#> [22] 0.2086331 0.2086331 0.2446043 0.2517986 0.2302158 0.2302158 0.2302158
#> [29] 0.2374101 0.2230216 0.2158273 0.2086331 0.2230216 0.2302158 0.2302158
#> [36] 0.2446043 0.2446043 0.2517986
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.3188406