Cross-Validated MCP- or SCAD-penalized Classification Learner
Source:R/learner_ncvreg_classif_cv_ncvreg.R
mlr_learners_classif.cv_ncvreg.RdMCP- or SCAD-penalized binary classification model with k-fold cross validation
for choosing the regularization parameter lambda.
Calls ncvreg::cv.ncvreg() from package ncvreg with family set to
"binomial".
Covariates are internally standardized by ncvreg prior to model fitting.
Meta Information
Task type: “classif”
Predict Types: “response”, “prob”
Feature Types: “integer”, “numeric”
Required Packages: mlr3, mlr3extralearners, ncvreg
Parameters
| Id | Type | Default | Levels | Range |
| penalty | character | MCP | MCP, SCAD, lasso | - |
| gamma | numeric | - | \([0, \infty)\) | |
| alpha | numeric | 1 | \([0, 1]\) | |
| lambda.min | numeric | - | \([0, \infty)\) | |
| nlambda | integer | 100 | \([1, \infty)\) | |
| lambda | untyped | - | - | |
| eps | numeric | 1e-04 | \((-\infty, \infty)\) | |
| max.iter | integer | 10000 | \([1, \infty)\) | |
| convex | logical | TRUE | TRUE, FALSE | - |
| dfmax | integer | - | \([0, \infty)\) | |
| penalty.factor | untyped | - | - | |
| warn | logical | TRUE | TRUE, FALSE | - |
| returnX | logical | TRUE | TRUE, FALSE | - |
| cluster | untyped | - | - | |
| nfolds | integer | 10 | \((-\infty, \infty)\) | |
| fold | untyped | - | - | |
| returnY | logical | FALSE | TRUE, FALSE | - |
| trace | logical | FALSE | TRUE, FALSE | - |
| pred_lambda | numeric | - | \((-\infty, \infty)\) |
References
Breheny P, Huang J (2011). “Coordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection.” Annals of Applied Statistics, 5(1), 232–253. ISSN 1932-6157, doi:10.1214/10-AOAS388 .
See also
as.data.table(mlr_learners)for a table of available Learners in the running session (depending on the loaded packages).Chapter in the mlr3book: https://mlr3book.mlr-org.com/chapters/chapter2/data_and_basic_modeling.html#sec-learners
mlr3learners for a selection of recommended learners.
mlr3cluster for unsupervised clustering learners.
mlr3pipelines to combine learners with pre- and postprocessing steps.
mlr3tuning for tuning of hyperparameters, mlr3tuningspaces for established default tuning spaces.
Super classes
mlr3::Learner -> mlr3::LearnerClassif -> LearnerClassifNCVreg
Methods
Inherited methods
LearnerClassifNCVreg$new()
Creates a new instance of this R6 class.
Usage
LearnerClassifNCVreg$new()LearnerClassifNCVreg$selected_features()
Returns the set of selected features which have non-zero coefficients.
Calls the internal coef.cv.ncvreg() function.
Returns
(character()) vector of feature names.
Examples
# Define the Learner
learner = lrn("classif.cv_ncvreg")
print(learner)
#>
#> ── <LearnerClassifNCVreg> (classif.cv_ncvreg): MCP- or SCAD-penalized Classifica
#> • Model: -
#> • Parameters: list()
#> • Packages: mlr3, mlr3extralearners, and ncvreg
#> • Predict Types: [response] and prob
#> • Feature Types: integer and numeric
#> • Encapsulation: none (fallback: -)
#> • Properties: selected_features and twoclass
#> • Other settings: use_weights = 'error', predict_raw = 'FALSE'
# Define a Task
task = tsk("sonar")
# Create train and test set
ids = partition(task)
# Train the learner on the training ids
learner$train(task, row_ids = ids$train)
#> Warning: Maximum number of iterations reached
print(learner$model)
#> $cve
#> [1] 1.375669 1.347347 1.310903 1.280358 1.254747 1.233488 1.216336 1.201770
#> [9] 1.188945 1.173568 1.152568 1.114743 1.089680 1.068602 1.052676 1.044225
#> [17] 1.042184 1.039660 1.033393 1.056369 1.057443 1.070216 1.061854 1.052708
#> [25] 1.072926 1.088988 1.080260 1.087040 1.113626 1.163757 1.426192 1.663860
#> [33] 1.710916 2.107005 2.161734 2.269878 2.458968 2.604659
#>
#> $cvse
#> [1] 0.01676508 0.01822692 0.02174798 0.02619317 0.03089725 0.03553955
#> [7] 0.03995299 0.04429073 0.04903082 0.05270543 0.05541918 0.05658505
#> [13] 0.05937910 0.06253193 0.06607013 0.06976930 0.07389174 0.07864002
#> [19] 0.08471534 0.09449333 0.10694506 0.13325503 0.14477338 0.15365238
#> [25] 0.16522127 0.17561946 0.18045899 0.19102709 0.20564415 0.21544917
#> [31] 0.28723089 0.32336715 0.32939558 0.40696844 0.41769188 0.43794383
#> [37] 0.46163427 0.49415362
#>
#> $fold
#> [1] 4 3 5 4 4 3 8 6 7 9 8 9 1 10 7 3 9 7 8 1 8 6 3 7 10
#> [26] 9 5 6 4 2 2 1 5 2 6 8 10 3 1 9 6 7 4 8 10 5 2 2 7 1
#> [51] 1 5 10 3 6 1 2 9 5 10 3 4 2 6 6 2 7 3 2 5 1 7 6 4 1
#> [76] 10 2 3 4 8 2 3 8 7 9 2 5 10 4 1 5 8 10 6 10 4 4 10 6 8
#> [101] 3 4 10 1 3 9 5 6 7 5 3 2 9 1 9 8 1 8 10 6 9 8 6 5 5
#> [126] 7 1 4 9 9 2 8 3 4 9 7 5 7 7
#>
#> $lambda
#> [1] 0.23543166 0.21956435 0.20476645 0.19096588 0.17809541 0.16609238
#> [7] 0.15489831 0.14445868 0.13472265 0.12564279 0.11717489 0.10927769
#> [13] 0.10191274 0.09504417 0.08863851 0.08266457 0.07709325 0.07189743
#> [19] 0.06705178 0.06253271 0.05831822 0.05438777 0.05072221 0.04730371
#> [25] 0.04411559 0.04114235 0.03836949 0.03578352 0.03337183 0.03112268
#> [31] 0.02902512 0.02706892 0.02524456 0.02354317 0.02195644 0.02047664
#> [37] 0.01909659 0.01780954
#>
#> $fit
#> $beta
#> 0.2354 0.2196 0.2048 0.1910 0.1781 0.1661
#> (Intercept) 0.1875986 0.007133198 -0.1608355 -0.3173313 -0.4634901 -0.6004894
#> V1 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V10 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V11 0.0000000 0.764035718 1.4796012 2.1509962 2.7827647 3.3794089
#> V12 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V13 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V14 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V15 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V16 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V17 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V18 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V19 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V2 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V20 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V21 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V22 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V23 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V24 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V25 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V26 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V27 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V28 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V29 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V3 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V30 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V31 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V32 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V33 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V34 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V35 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V36 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V37 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V38 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V39 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V4 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V40 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V41 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V42 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V43 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V44 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V45 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V46 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V47 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V48 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V49 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V5 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V50 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V51 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V52 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V53 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V54 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V55 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V56 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V57 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V58 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V59 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V6 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V60 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V7 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V8 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> V9 0.0000000 0.000000000 0.0000000 0.0000000 0.0000000 0.0000000
#> 0.1549 0.1445 0.1347 0.1256 0.1172 0.1093
#> (Intercept) -0.7293686 -0.85271994 -1.0014503 -1.11148493 -1.1293542 -1.150818
#> V1 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V10 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V11 3.9448534 4.47512889 4.8385825 5.13259488 5.2688391 5.420919
#> V12 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V13 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V14 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V15 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V16 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V17 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V18 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V19 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V2 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V20 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V21 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V22 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V23 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V24 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V25 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V26 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V27 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V28 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V29 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V3 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V30 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V31 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V32 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V33 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V34 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V35 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V36 0.0000000 0.00000000 0.0000000 -0.07641902 -0.3587275 -0.630487
#> V37 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V38 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V39 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V4 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V40 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V41 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V42 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V43 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V44 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V45 0.0000000 0.01671168 0.3558177 0.73867123 1.2588505 1.763055
#> V46 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V47 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V48 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V49 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V5 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V50 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V51 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V52 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V53 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V54 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V55 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V56 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V57 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V58 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V59 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V6 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V60 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V7 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V8 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> V9 0.0000000 0.00000000 0.0000000 0.00000000 0.0000000 0.000000
#> 0.1019 0.0950 0.0886 0.0827 0.0771 0.0719
#> (Intercept) -1.1757309 -1.203885 -1.235065 -1.269065 -1.305693 -1.3449288
#> V1 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V10 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V11 5.5873120 5.766257 5.956091 6.155325 6.362658 6.5207808
#> V12 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V13 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V14 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V15 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V16 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V17 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V18 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V19 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V2 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V20 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V21 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V22 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V23 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V24 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V25 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V26 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V27 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V28 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V29 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V3 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V30 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V31 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V32 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V33 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V34 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V35 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V36 -0.8935073 -1.149339 -1.399250 -1.644262 -1.885193 -2.1268051
#> V37 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V38 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V39 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V4 0.0000000 0.000000 0.000000 0.000000 0.000000 0.3303781
#> V40 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V41 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V42 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V43 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V44 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V45 2.2558802 2.741240 3.222306 3.701596 4.181082 4.6390553
#> V46 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V47 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V48 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V49 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V5 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V50 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V51 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V52 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V53 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V54 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V55 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V56 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V57 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V58 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V59 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V6 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V60 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V7 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V8 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> V9 0.0000000 0.000000 0.000000 0.000000 0.000000 0.0000000
#> 0.0671 0.0625 0.0583 0.0544 0.0507 0.0473
#> (Intercept) -1.4383194 -1.6608349 -2.1571080 -2.6573205 -3.121002 -3.631681
#> V1 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V10 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V11 6.6510139 6.8427908 7.0039041 7.4461295 7.951495 8.612858
#> V12 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V13 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V14 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V15 0.0000000 0.0000000 -0.2927508 -0.9746072 -1.667731 -2.480096
#> V16 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V17 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V18 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V19 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V2 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V20 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V21 0.0000000 0.0516328 0.5286811 1.1012845 1.635783 2.220885
#> V22 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V23 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V24 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V25 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V26 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V27 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V28 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V29 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V3 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V30 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V31 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V32 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V33 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V34 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V35 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V36 -2.4613055 -2.9947790 -3.6661694 -4.3329513 -4.704992 -5.173956
#> V37 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V38 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V39 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V4 0.9641209 0.9545785 1.1356112 1.1827146 1.247431 1.012641
#> V40 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V41 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V42 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V43 0.5556041 1.9251256 3.8786914 5.4579568 6.416538 7.307699
#> V44 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V45 4.6978877 4.3391744 3.9327246 3.9028212 4.080991 4.555345
#> V46 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V47 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V48 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V49 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V5 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V50 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V51 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V52 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V53 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V54 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V55 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V56 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V57 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V58 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V59 2.5530300 15.1981363 32.2236730 53.5948967 70.761056 92.550645
#> V6 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V60 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V7 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V8 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> V9 0.0000000 0.0000000 0.0000000 0.0000000 0.000000 0.000000
#> 0.0441 0.0411 0.0384 0.0358 0.0334 0.0311
#> (Intercept) -4.233377 -5.5222203 -6.3401247 -7.229324 -8.169487 -8.796128
#> V1 0.000000 0.8467585 2.8426838 2.993697 3.268315 5.094349
#> V10 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V11 9.633537 10.9968654 11.2896902 11.584128 11.950914 12.039253
#> V12 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V15 -3.694132 -5.4954847 -5.6914139 -5.968007 -6.251247 -6.319454
#> V16 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V17 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V21 2.954126 4.2326440 4.6548851 5.128701 5.628993 5.924808
#> V22 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V23 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V24 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V28 0.000000 0.3555467 0.7463083 1.221644 1.721283 2.141629
#> V29 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V3 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V30 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V31 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V32 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V36 -5.861518 -6.9646430 -7.3622464 -7.735200 -8.121937 -8.255617
#> V37 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V40 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V41 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V43 7.875486 8.6492776 9.4274144 9.492893 9.701762 9.936181
#> V44 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V45 5.815087 7.9879802 8.6286803 9.902578 11.010334 11.335836
#> V46 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V49 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V5 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V50 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V51 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V52 0.000000 0.0000000 3.7525498 13.691727 24.058997 33.604367
#> V53 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V55 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V56 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V57 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V58 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V59 127.919959 175.9288516 184.3939248 195.609134 206.924054 209.501203
#> V6 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V7 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> V8 0.000000 0.0000000 0.0000000 0.000000 0.000000 -0.547819
#> V9 0.000000 0.0000000 0.0000000 0.000000 0.000000 0.000000
#> 0.0290 0.0271 0.0252 0.0235 0.0220 0.0205
#> (Intercept) -9.392541 -9.946329 -10.1874214 -10.550615 -10.734652 -11.038583
#> V1 7.450173 10.572967 14.5556315 28.777014 38.721685 48.038206
#> V10 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V11 12.253515 12.540745 12.8576337 13.604500 13.543946 13.724314
#> V12 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V15 -6.378932 -6.499356 -6.6694012 -7.220413 -7.647208 -8.116979
#> V16 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V17 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V18 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V21 6.197788 6.456257 6.5746766 6.606457 6.652903 6.803004
#> V22 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V23 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V24 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V28 2.559276 2.925620 3.0508347 3.246031 3.299173 3.366416
#> V29 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V3 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V30 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V31 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V32 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V36 -8.394022 -8.572224 -8.7181390 -8.967977 -9.265383 -9.685790
#> V37 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V40 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V41 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V43 10.107254 10.263446 10.2454312 9.725000 9.763530 9.982922
#> V44 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V45 11.827236 12.432877 13.0726777 14.639641 15.349818 16.165597
#> V46 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V49 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V5 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V50 0.000000 0.000000 -0.4015733 -4.132740 -10.270514 -15.933563
#> V51 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V52 44.279147 55.497858 65.9587945 79.608105 85.657381 93.609368
#> V53 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V55 0.000000 0.000000 0.0000000 0.000000 0.000000 -3.557350
#> V56 0.000000 0.000000 0.0000000 42.290314 74.156207 102.011355
#> V57 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V58 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V59 212.298161 215.569264 216.7693188 207.750618 197.560881 192.920721
#> V6 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V7 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> V8 -1.786925 -3.236797 -4.9040448 -9.187338 -10.113622 -10.999409
#> V9 0.000000 0.000000 0.0000000 0.000000 0.000000 0.000000
#> 0.0191 0.0178 0.0166 0.0155 0.0144
#> (Intercept) -15.291346 -15.417133 -15.539772 -15.659504 -15.769086
#> V1 136.455779 138.701208 140.792903 142.759578 144.559083
#> V10 0.000000 0.000000 0.000000 0.000000 0.000000
#> V11 25.070520 25.262667 25.452197 25.639029 25.814745
#> V12 0.000000 0.000000 0.000000 0.000000 0.000000
#> V13 0.000000 0.000000 0.000000 0.000000 0.000000
#> V14 0.000000 0.000000 0.000000 0.000000 0.000000
#> V15 -9.461939 -9.666735 -9.852597 -10.022948 -10.162974
#> V16 0.000000 0.000000 0.000000 0.000000 0.000000
#> V17 -7.200969 -7.171010 -7.147255 -7.128498 -7.126505
#> V18 0.000000 0.000000 0.000000 0.000000 0.000000
#> V19 0.000000 0.000000 0.000000 0.000000 0.000000
#> V2 0.000000 0.000000 0.000000 0.000000 0.000000
#> V20 0.000000 0.000000 0.000000 0.000000 0.000000
#> V21 13.773611 13.857503 13.939670 14.020127 14.097873
#> V22 0.000000 0.000000 0.000000 0.000000 0.000000
#> V23 0.000000 0.000000 0.000000 0.000000 0.000000
#> V24 0.000000 0.000000 0.000000 0.000000 0.000000
#> V25 0.000000 0.000000 0.000000 0.000000 0.000000
#> V26 0.000000 0.000000 0.000000 0.000000 0.000000
#> V27 0.000000 0.000000 0.000000 0.000000 0.000000
#> V28 3.485648 3.506481 3.525915 3.544118 3.559130
#> V29 0.000000 0.000000 0.000000 0.000000 0.000000
#> V3 -60.603258 -62.217023 -63.716792 -65.116999 -66.289847
#> V30 0.000000 0.000000 0.000000 0.000000 0.000000
#> V31 0.000000 0.000000 0.000000 0.000000 0.000000
#> V32 0.000000 0.000000 0.000000 0.000000 0.000000
#> V33 0.000000 0.000000 0.000000 0.000000 0.000000
#> V34 0.000000 0.000000 0.000000 0.000000 0.000000
#> V35 0.000000 0.000000 0.000000 0.000000 0.000000
#> V36 -17.459388 -17.617538 -17.769506 -17.915994 -18.051362
#> V37 0.000000 0.000000 0.000000 0.000000 0.000000
#> V38 0.000000 0.000000 0.000000 0.000000 0.000000
#> V39 0.000000 0.000000 0.000000 0.000000 0.000000
#> V4 0.000000 0.000000 0.000000 0.000000 0.000000
#> V40 0.000000 0.000000 0.000000 0.000000 0.000000
#> V41 0.000000 0.000000 0.000000 0.000000 0.000000
#> V42 0.000000 0.000000 0.000000 0.000000 0.000000
#> V43 17.236967 17.356773 17.479028 17.601999 17.729445
#> V44 0.000000 0.000000 0.000000 0.000000 0.000000
#> V45 26.733694 27.017189 27.286231 27.543258 27.776329
#> V46 0.000000 0.000000 0.000000 0.000000 0.000000
#> V47 0.000000 0.000000 0.000000 0.000000 0.000000
#> V48 0.000000 0.000000 0.000000 0.000000 0.000000
#> V49 61.757221 61.408537 61.092854 60.806706 60.571117
#> V5 0.000000 0.000000 0.000000 0.000000 0.000000
#> V50 -176.979489 -177.635763 -178.338242 -179.082114 -179.686275
#> V51 0.000000 0.000000 0.000000 0.000000 0.000000
#> V52 216.520320 216.689473 216.920832 217.197406 217.371903
#> V53 0.000000 0.000000 0.000000 0.000000 0.000000
#> V54 0.000000 0.000000 0.000000 0.000000 0.000000
#> V55 0.000000 0.000000 0.000000 0.000000 0.000000
#> V56 159.582974 173.701144 187.008846 199.667101 210.590995
#> V57 0.000000 0.000000 0.000000 0.000000 0.000000
#> V58 0.000000 0.000000 0.000000 0.000000 0.000000
#> V59 297.548132 297.471132 297.546603 297.730348 299.082448
#> V6 0.000000 0.000000 0.000000 0.000000 0.000000
#> V60 0.000000 0.000000 0.000000 0.000000 -1.453828
#> V7 0.000000 0.000000 0.000000 0.000000 0.000000
#> V8 -24.376320 -24.450698 -24.531741 -24.618653 -24.719173
#> V9 0.000000 0.000000 0.000000 0.000000 0.000000
#> 0.0135 0.0126 0.0117 0.0109 0.0102
#> (Intercept) -15.393205 -15.394516 -15.395791 -15.397032 -225.92320
#> V1 150.919167 150.931932 150.944353 150.956440 1621.68174
#> V10 0.000000 0.000000 0.000000 0.000000 0.00000
#> V11 29.520230 29.522414 29.524539 29.526607 366.52108
#> V12 0.000000 0.000000 0.000000 0.000000 0.00000
#> V13 0.000000 0.000000 0.000000 0.000000 0.00000
#> V14 0.000000 0.000000 0.000000 0.000000 -131.72552
#> V15 -10.216512 -10.217386 -10.218237 -10.219065 -24.30261
#> V16 0.000000 0.000000 0.000000 0.000000 0.00000
#> V17 -7.835160 -7.835731 -7.836287 -7.836828 -94.13583
#> V18 0.000000 0.000000 0.000000 0.000000 0.00000
#> V19 0.000000 0.000000 0.000000 0.000000 0.00000
#> V2 0.000000 0.000000 0.000000 0.000000 675.39897
#> V20 0.000000 0.000000 0.000000 0.000000 0.00000
#> V21 14.431767 14.433004 14.434209 14.435381 70.36947
#> V22 0.000000 0.000000 0.000000 0.000000 132.04090
#> V23 0.000000 0.000000 0.000000 0.000000 0.00000
#> V24 0.000000 0.000000 0.000000 0.000000 0.00000
#> V25 0.000000 0.000000 0.000000 0.000000 0.00000
#> V26 0.000000 0.000000 0.000000 0.000000 0.00000
#> V27 0.000000 0.000000 0.000000 0.000000 0.00000
#> V28 0.000000 0.000000 0.000000 0.000000 0.00000
#> V29 4.965679 4.966116 4.966542 4.966956 63.95577
#> V3 -65.830888 -65.837208 -65.843357 -65.849340 -1068.05088
#> V30 0.000000 0.000000 0.000000 0.000000 0.00000
#> V31 -3.567688 -3.567892 -3.568090 -3.568283 -67.92905
#> V32 0.000000 0.000000 0.000000 0.000000 0.00000
#> V33 0.000000 0.000000 0.000000 0.000000 68.21962
#> V34 0.000000 0.000000 0.000000 0.000000 0.00000
#> V35 0.000000 0.000000 0.000000 0.000000 0.00000
#> V36 -20.610892 -20.612659 -20.614378 -20.616051 -255.63233
#> V37 0.000000 0.000000 0.000000 0.000000 0.00000
#> V38 0.000000 0.000000 0.000000 0.000000 74.73404
#> V39 0.000000 0.000000 0.000000 0.000000 0.00000
#> V4 0.000000 0.000000 0.000000 0.000000 0.00000
#> V40 0.000000 0.000000 0.000000 0.000000 -76.25302
#> V41 0.000000 0.000000 0.000000 0.000000 0.00000
#> V42 0.000000 0.000000 0.000000 0.000000 0.00000
#> V43 25.074966 25.077181 25.079337 25.081435 364.77564
#> V44 0.000000 0.000000 0.000000 0.000000 0.00000
#> V45 25.456529 25.458527 25.460471 25.462363 250.13500
#> V46 0.000000 0.000000 0.000000 0.000000 0.00000
#> V47 0.000000 0.000000 0.000000 0.000000 0.00000
#> V48 0.000000 0.000000 0.000000 0.000000 0.00000
#> V49 68.957665 68.963179 68.968545 68.973766 171.78031
#> V5 0.000000 0.000000 0.000000 0.000000 0.00000
#> V50 -182.662097 -182.675460 -182.688462 -182.701115 -1289.42353
#> V51 0.000000 0.000000 0.000000 0.000000 0.00000
#> V52 210.279980 210.299822 210.319130 210.337918 2005.42920
#> V53 0.000000 0.000000 0.000000 0.000000 0.00000
#> V54 0.000000 0.000000 0.000000 0.000000 -1465.23154
#> V55 -169.040245 -169.047192 -169.053951 -169.060526 0.00000
#> V56 273.105912 273.114197 273.122258 273.130102 4183.70687
#> V57 0.000000 0.000000 0.000000 0.000000 0.00000
#> V58 0.000000 0.000000 0.000000 0.000000 0.00000
#> V59 512.364147 512.401252 512.437356 512.472486 7742.94572
#> V6 0.000000 0.000000 0.000000 0.000000 0.00000
#> V60 -168.528277 -168.537740 -168.546946 -168.555904 -3031.20309
#> V7 0.000000 0.000000 0.000000 0.000000 0.00000
#> V8 -26.178520 -26.180441 -26.182311 -26.184130 -248.90278
#> V9 0.000000 0.000000 0.000000 0.000000 0.00000
#>
#> $iter
#> [1] 0 4 3 3 4 4 4 8 4 9 6 6 6 6 6
#> [16] 6 6 10 22 26 30 20 23 32 41 50 29 23 21 31
#> [31] 22 21 25 59 23 38 328 47 46 45 52 308 1 1 1
#> [46] 8540
#>
#> $lambda
#> [1] 0.23543166 0.21956435 0.20476645 0.19096588 0.17809541 0.16609238
#> [7] 0.15489831 0.14445868 0.13472265 0.12564279 0.11717489 0.10927769
#> [13] 0.10191274 0.09504417 0.08863851 0.08266457 0.07709325 0.07189743
#> [19] 0.06705178 0.06253271 0.05831822 0.05438777 0.05072221 0.04730371
#> [25] 0.04411559 0.04114235 0.03836949 0.03578352 0.03337183 0.03112268
#> [31] 0.02902512 0.02706892 0.02524456 0.02354317 0.02195644 0.02047664
#> [37] 0.01909659 0.01780954 0.01660924 0.01548983 0.01444587 0.01347226
#> [43] 0.01256428 0.01171749 0.01092777 0.01019127
#>
#> $penalty
#> [1] "MCP"
#>
#> $family
#> [1] "binomial"
#>
#> $gamma
#> [1] 3
#>
#> $alpha
#> [1] 1
#>
#> $convex.min
#> [1] 23
#>
#> $loss
#> [1] 191.477310 92.749244 90.234664 88.121352 86.337121 84.831955
#> [7] 83.557923 82.445675 80.831784 79.015113 76.386143 74.104279
#> [13] 72.118706 70.388763 68.882223 67.573265 66.440901 65.355627
#> [19] 63.683674 61.144800 57.260321 53.505312 50.949700 48.716308
#> [25] 46.652962 44.381622 43.277306 42.165771 41.322972 40.404995
#> [31] 39.358352 38.417109 37.591743 35.480282 34.488590 33.804216
#> [37] 25.305986 25.254417 25.222263 25.205464 25.185459 21.490056
#> [43] 21.490053 21.490050 21.490047 3.872406
#>
#> $linear.predictors
#> 0.2354 0.2196 0.2048 0.1910 0.1781 0.1661
#> 1 0.1875986 0.13006655 0.077232311 2.876399e-02 -0.015743255 -0.056742476
#> 2 0.1875986 0.07444474 -0.030482654 -1.278285e-01 -0.218328525 -0.302763444
#> 3 0.1875986 0.32436083 0.453494889 5.757623e-01 0.691913807 0.802641205
#> 4 0.1875986 0.14358998 0.103421252 6.683663e-02 0.033511680 0.003073061
#> 5 0.1875986 0.06833246 -0.042319463 -1.450365e-01 -0.240590642 -0.329798715
#> 6 0.1875986 0.04900236 -0.079753373 -1.994567e-01 -0.310994589 -0.415297760
#> 7 0.1875986 0.09094792 0.001476731 -8.136701e-02 -0.158220807 -0.229768212
#> 8 0.1875986 0.15199437 0.119696865 9.049759e-02 0.064122092 0.040246559
#> 9 0.1875986 0.13243506 0.081819075 3.543208e-02 -0.007116684 -0.046266309
#> 10 0.1875986 0.19630844 0.205513733 2.152554e-01 0.225522444 0.236252275
#> 11 0.1875986 0.18500071 0.183615635 1.834206e-01 0.184337527 0.186237023
#> 12 0.1875986 0.10164442 0.022191148 -5.125306e-02 -0.119262102 -0.182456487
#> 13 0.1875986 0.45271883 0.702067886 9.371297e-01 1.159418275 1.370381899
#> 14 0.1875986 0.23794839 0.286151997 3.324847e-01 0.377183120 0.420430059
#> 15 0.1875986 0.22633505 0.263662059 2.997895e-01 0.334885097 0.369063044
#> 16 0.1875986 0.11837680 0.054594413 -4.146247e-03 -0.058319555 -0.108447432
#> 17 0.1875986 0.07184702 -0.035513298 -1.351419e-01 -0.227789925 -0.314253434
#> 18 0.1875986 0.13549120 0.087737480 4.403607e-02 0.004014374 -0.032748673
#> 19 0.1875986 0.26507166 0.338677838 4.088450e-01 0.475971267 0.540399075
#> 20 0.1875986 0.15489771 0.125319349 9.867137e-02 0.074696598 0.053088313
#> 21 0.1875986 0.06275500 -0.053120552 -1.607388e-01 -0.260904825 -0.354468400
#> 22 0.1875986 0.18492431 0.183467675 1.832055e-01 0.184059250 0.185899082
#> 23 0.1875986 0.10668705 0.031956515 -3.705649e-02 -0.100895855 -0.160152388
#> 24 0.1875986 0.11982847 0.057405655 -5.935412e-05 -0.053032302 -0.102026556
#> 25 0.1875986 0.09515011 0.009614538 -6.953653e-02 -0.142915602 -0.211181463
#> 26 0.1875986 0.12777444 0.072793508 2.231101e-02 -0.024091549 -0.066880703
#> 27 0.1875986 0.12983733 0.076788431 2.811870e-02 -0.016578084 -0.057756299
#> 28 0.1875986 0.07497957 -0.029446933 -1.263228e-01 -0.216380589 -0.300397858
#> 29 0.1875986 0.07352790 -0.032258175 -1.304097e-01 -0.221667842 -0.306818734
#> 30 0.1875986 0.26201551 0.332759434 4.002410e-01 0.464840208 0.526881439
#> 31 0.1875986 0.11860601 0.055038294 -3.500948e-03 -0.057484725 -0.107433610
#> 32 0.1875986 0.17086605 0.156243014 1.436272e-01 0.132856380 0.123717959
#> 33 0.1875986 0.08949625 -0.001334511 -8.545390e-02 -0.163508060 -0.236189089
#> 34 0.1875986 0.06443588 -0.049865429 -1.560066e-01 -0.254782742 -0.347033700
#> 35 0.1875986 0.10760389 0.033732037 -3.447529e-02 -0.097556537 -0.156097098
#> 36 0.1875986 0.11753636 0.052966852 -6.512343e-03 -0.061380596 -0.112164782
#> 37 0.1875986 0.14022822 0.096911007 5.737224e-02 0.021267515 -0.011796338
#> 38 0.1875986 0.11730715 0.052522972 -7.157642e-03 -0.062215425 -0.113178605
#> 39 0.1875986 0.07497957 -0.029446933 -1.263228e-01 -0.216380589 -0.300397858
#> 40 0.1875986 0.12418347 0.065839382 1.220132e-02 -0.037170543 -0.082763925
#> 41 0.1875986 0.08185589 -0.016130523 -1.069639e-01 -0.191335707 -0.269983177
#> 42 0.1875986 0.02921383 -0.118075043 -2.551675e-01 -0.383068195 -0.502824450
#> 43 0.1875986 0.04732148 -0.083008496 -2.041889e-01 -0.317116671 -0.422732459
#> 44 0.1875986 0.03211717 -0.112452559 -2.469937e-01 -0.372493689 -0.489982696
#> 45 0.1875986 0.07635483 -0.026783651 -1.224510e-01 -0.211371613 -0.294314922
#> 46 0.1875986 0.12341943 0.064359781 1.005033e-02 -0.039953308 -0.086143334
#> 47 0.1875986 0.09904669 0.017160504 -5.856645e-02 -0.128723502 -0.193946477
#> 48 0.1875986 0.07872334 -0.022196888 -1.157829e-01 -0.202745042 -0.283838754
#> 49 0.1875986 0.10347810 0.025742190 -4.609067e-02 -0.112583466 -0.174345906
#> 50 0.1875986 0.08139747 -0.017018283 -1.082545e-01 -0.193005366 -0.272010823
#> 51 0.1875986 0.07154141 -0.036105139 -1.360023e-01 -0.228903031 -0.315605198
#> 52 0.1875986 0.05106525 -0.075758450 -1.936490e-01 -0.303481124 -0.406173356
#> 53 0.1875986 0.21411047 0.239988440 2.653736e-01 0.290360861 0.314992502
#> 54 0.1875986 0.25483358 0.318851182 3.800217e-01 0.438682220 0.495114996
#> 55 0.1875986 0.18843887 0.190273841 1.931001e-01 0.196859968 0.201444363
#> 56 0.1875986 0.31878337 0.442693801 5.600601e-01 0.671599625 0.777971520
#> 57 0.1875986 0.17056044 0.155651173 1.427668e-01 0.131743274 0.122366195
#> 58 0.1875986 0.21395767 0.239692520 2.649434e-01 0.289804308 0.314316620
#> 59 0.1875986 0.18790405 0.189238120 1.915944e-01 0.194912032 0.199078777
#> 60 0.1875986 0.23435742 0.279197871 3.223750e-01 0.364104126 0.404546838
#> 61 0.1875986 0.20983187 0.231702673 2.533280e-01 0.274777379 0.296067812
#> 62 0.1875986 0.08307835 -0.013763161 -1.035223e-01 -0.186883284 -0.264576123
#> 63 0.1875986 0.07620203 -0.027079571 -1.228812e-01 -0.211928166 -0.294990803
#> 64 0.1875986 0.07948738 -0.020717286 -1.136320e-01 -0.199962278 -0.280459345
#> 65 0.1875986 0.22923838 0.269284543 3.079633e-01 0.345459602 0.381904798
#> 66 0.1875986 0.17911764 0.172222706 1.668580e-01 0.162910238 0.160215575
#> 67 0.1875986 0.42475512 0.647914483 8.584032e-01 1.057569088 1.246695534
#> 68 0.1875986 0.42987416 0.657827811 8.728149e-01 1.076213611 1.269337573
#> 69 0.1875986 0.25223586 0.313820539 3.727083e-01 0.429220820 0.483625006
#> 70 0.1875986 0.30334985 0.412805857 5.166099e-01 0.615387778 0.709707461
#> 71 0.1875986 0.19814213 0.209064776 2.204178e-01 0.232201079 0.244362856
#> 72 0.1875986 0.10301968 0.024854430 -4.738127e-02 -0.114253125 -0.176373551
#> 73 0.1875986 0.12800365 0.073237388 2.295631e-02 -0.023256720 -0.065866880
#> 74 0.1875986 0.09308722 0.005619614 -7.534422e-02 -0.150429066 -0.220305867
#> 75 0.1875986 0.22098680 0.253304851 2.847325e-01 0.315405744 0.345407182
#> 76 0.1875986 0.15955832 0.134344916 1.117924e-01 0.091671462 0.073702707
#> 77 0.1875986 0.18354905 0.180804393 1.793337e-01 0.179050274 0.179816146
#> 78 0.1875986 0.20738696 0.226967950 2.464448e-01 0.265872532 0.285253704
#> 79 0.1875986 0.15909990 0.133457156 1.105019e-01 0.090001803 0.071675062
#> 80 0.1875986 0.17598509 0.166156342 1.580389e-01 0.151500903 0.146359998
#> 81 0.1875986 0.28562422 0.378479110 4.667068e-01 0.550827637 0.631305174
#> 82 0.1875986 0.33238320 0.469030701 5.983478e-01 0.721132836 0.838124998
#> 83 0.1875986 0.29700835 0.400525167 4.987567e-01 0.592290831 0.681658367
#> 84 0.1875986 0.27362886 0.355249371 4.329362e-01 0.507138231 0.578248455
#> 85 0.1875986 0.38930386 0.579260989 7.585970e-01 0.928448806 1.089890961
#> 86 0.1875986 0.41237774 0.623944944 8.235571e-01 1.012488300 1.191949110
#> 87 0.1875986 0.26308516 0.334830875 4.032524e-01 0.468736078 0.531612612
#> 88 0.1875986 0.36875130 0.539459717 7.007352e-01 0.853592436 0.998984862
#> 89 0.1875986 0.13999901 0.096467126 5.672695e-02 0.020432686 -0.012810161
#> 90 0.1875986 0.14397200 0.104161053 6.791213e-02 0.034903062 0.004762765
#> 91 0.1875986 0.18591756 0.185391157 1.860018e-01 0.187676844 0.190292314
#> 92 0.1875986 0.20150388 0.215575021 2.298821e-01 0.244445244 0.259232255
#> 93 0.1875986 0.04709227 -0.083452376 -2.048342e-01 -0.317951501 -0.423746282
#> 94 0.1875986 0.20073985 0.214095420 2.277311e-01 0.241662479 0.255852846
#> 95 0.1875986 0.19882976 0.210396417 2.223537e-01 0.234705568 0.247404324
#> 96 0.1875986 0.16972000 0.154023612 1.404007e-01 0.128682233 0.118648845
#> 97 0.1875986 0.14435401 0.104900853 6.898762e-02 0.036294445 0.006452470
#> 98 0.1875986 0.14068664 0.097798767 5.866284e-02 0.022937174 -0.009768693
#> 99 0.1875986 0.18247940 0.178732952 1.763223e-01 0.175154403 0.175084974
#> 100 0.1875986 0.10179722 0.022487068 -5.082286e-02 -0.118705549 -0.181780605
#> 101 0.1875986 0.06711000 -0.044686825 -1.484781e-01 -0.245043066 -0.335205769
#> 102 0.1875986 0.25659086 0.322254265 3.849690e-01 0.445082578 0.502887636
#> 103 0.1875986 0.24428988 0.298432686 3.503379e-01 0.400280067 0.448479153
#> 104 0.1875986 0.19860055 0.209952536 2.217084e-01 0.233870738 0.246390501
#> 105 0.1875986 0.18614677 0.185835037 1.866471e-01 0.188511674 0.191306136
#> 106 0.1875986 0.19600283 0.204921892 2.143950e-01 0.224409338 0.234900511
#> 107 0.1875986 0.28913878 0.385285275 4.766014e-01 0.563628354 0.646850455
#> 108 0.1875986 0.20188590 0.216314821 2.309576e-01 0.245836626 0.260921960
#> 109 0.1875986 0.11180609 0.041869843 -2.264481e-02 -0.082251331 -0.137510349
#> 110 0.1875986 0.16895596 0.152544011 1.382497e-01 0.125899468 0.115269436
#> 111 0.1875986 0.16192683 0.138931680 1.184605e-01 0.100298033 0.084178874
#> 112 0.1875986 0.19088379 0.195008564 1.999833e-01 0.205764815 0.212258472
#> 113 0.1875986 0.48496114 0.764507055 1.027902e+00 1.276850946 1.512992954
#> 114 0.1875986 0.25720209 0.323437946 3.866898e-01 0.447308790 0.505591163
#> 115 0.1875986 0.24062251 0.291330601 3.400131e-01 0.386922796 0.432257990
#> 116 0.1875986 0.37280069 0.547301603 7.121355e-01 0.868341088 1.016895729
#> 117 0.1875986 0.33039671 0.465183738 5.927552e-01 0.713897648 0.829338535
#> 118 0.1875986 0.36424349 0.530730070 6.880443e-01 0.837174124 0.979046349
#> 119 0.1875986 0.23107207 0.272835586 3.131257e-01 0.352138238 0.390015379
#> 120 0.1875986 0.24230339 0.294585723 3.447453e-01 0.393044879 0.439692690
#> 121 0.1875986 0.40611265 0.611812214 8.059189e-01 0.989669629 1.164237957
#> 122 0.1875986 0.33024390 0.464887818 5.923250e-01 0.713341095 0.828662654
#> 123 0.1875986 0.31465757 0.434703954 5.484447e-01 0.656572695 0.759722712
#> 124 0.1875986 0.27485131 0.357616733 4.363778e-01 0.511590655 0.583655509
#> 125 0.1875986 0.23145408 0.273575387 3.142012e-01 0.353529620 0.391705084
#> 126 0.1875986 0.23657312 0.283488715 3.286129e-01 0.372174143 0.414347123
#> 127 0.1875986 0.18752203 0.188498319 1.905189e-01 0.193520650 0.197389072
#> 128 0.1875986 0.19669046 0.206253533 2.163309e-01 0.226913826 0.237941979
#> 129 0.1875986 0.17506825 0.164380820 1.554577e-01 0.148161586 0.142304707
#> 130 0.1875986 0.21189477 0.235697597 2.591357e-01 0.282290844 0.305192216
#> 131 0.1875986 0.19974660 0.212171938 2.249348e-01 0.238044885 0.251459615
#> 132 0.1875986 0.17690193 0.167931863 1.606201e-01 0.154840221 0.150415289
#> 133 0.1875986 0.20975547 0.231554713 2.531129e-01 0.274499103 0.295729871
#> 134 0.1875986 0.24940892 0.308346014 3.647496e-01 0.418924590 0.471121193
#> 135 0.1875986 0.27210079 0.352290169 4.286342e-01 0.501572702 0.571489637
#> 136 0.1875986 0.30823967 0.422275304 5.303763e-01 0.633197472 0.731335677
#> 137 0.1875986 0.21464530 0.241024161 2.668793e-01 0.292308797 0.317358088
#> 138 0.1875986 0.22855075 0.267952902 3.060274e-01 0.342955114 0.378863330
#> 139 0.1875986 0.21495091 0.241616001 2.677397e-01 0.293421903 0.318709852
#> 0.1549 0.1445 0.1347 0.1256 0.1172
#> 1 -0.09464172 -0.1282581420 -1.289509e-01 -0.15557700 -0.254305069
#> 2 -0.38182704 -0.4512834141 -4.223474e-01 -0.36506144 -0.232541923
#> 3 0.90853450 1.0065100297 1.032152e+00 1.03873372 0.995396266
#> 4 -0.02481781 -0.0512827119 -9.088080e-02 -0.13793590 -0.209396457
#> 5 -0.41338587 -0.4936404363 -6.006434e-01 -0.68135274 -0.700237980
#> 6 -0.51319066 -0.6059888477 -7.044858e-01 -0.78479938 -0.824865284
#> 7 -0.29661821 -0.3606652437 -4.465333e-01 -0.52624266 -0.596912172
#> 8 0.01857558 -0.0009984449 -1.513313e-02 -0.05457313 -0.164951392
#> 9 -0.08241267 -0.1168685977 -1.668258e-01 -0.21582342 -0.267268503
#> 10 0.24737707 0.2579173025 2.518413e-01 0.21955152 0.114829504
#> 11 0.18899324 0.1930641083 2.095852e-01 0.20132753 0.125675171
#> 12 -0.24139026 -0.2970408195 -3.580846e-01 -0.42761179 -0.526005298
#> 13 1.57126988 1.7590736823 1.860832e+00 1.95393543 2.030943023
#> 14 0.46237158 0.5023967360 5.279976e-01 0.53485957 0.491707014
#> 15 0.40240981 0.4336879268 4.398271e-01 0.40883959 0.277051725
#> 16 -0.15499797 -0.1937763319 -1.401438e-01 -0.09613673 -0.077306520
#> 17 -0.39523954 -0.4710761807 -5.362571e-01 -0.57607669 -0.554144962
#> 18 -0.06663326 -0.0990482982 -1.491794e-01 -0.18444896 -0.184687242
#> 19 0.60241388 0.6603897910 6.811580e-01 0.68441779 0.641001283
#> 20 0.03356602 0.0151397089 -1.521345e-02 -0.05661704 -0.131451715
#> 21 -0.44218330 -0.5247329660 -6.024114e-01 -0.67493248 -0.740953812
#> 22 0.18859876 0.1899577675 1.524907e-01 0.11633526 0.079978937
#> 23 -0.21535423 -0.2676670721 -3.296014e-01 -0.40796289 -0.536588231
#> 24 -0.14750275 -0.1916775018 -2.672998e-01 -0.35124825 -0.464274229
#> 25 -0.27492152 -0.3360888005 -4.207039e-01 -0.50177820 -0.580747398
#> 26 -0.10647628 -0.1448303376 -2.104671e-01 -0.29639522 -0.442976790
#> 27 -0.09582517 -0.1336900282 -2.174711e-01 -0.30760006 -0.421834482
#> 28 -0.37906565 -0.4534166734 -5.310786e-01 -0.61604920 -0.727970106
#> 29 -0.38656087 -0.4598354721 -4.959014e-01 -0.56526516 -0.729228441
#> 30 0.58663447 0.6424792484 6.615902e-01 0.64858071 0.549398119
#> 31 -0.15381452 -0.1971481574 -2.390684e-01 -0.28576655 -0.350062168
#> 32 0.11601346 0.1091545414 9.623163e-02 0.06814772 -0.003264905
#> 33 -0.30411343 -0.3652591272 -3.725009e-01 -0.41175311 -0.540305661
#> 34 -0.43350462 -0.5169265071 -6.351763e-01 -0.75866476 -0.905972434
#> 35 -0.21062041 -0.2627230652 -3.328684e-01 -0.38596094 -0.399575775
#> 36 -0.15933731 -0.2036122068 -2.500766e-01 -0.27768566 -0.259491449
#> 37 -0.04217517 -0.0707058922 -1.064775e-01 -0.12972573 -0.123365704
#> 38 -0.16052077 -0.2068164264 -2.911663e-01 -0.38700680 -0.520979541
#> 39 -0.37906565 -0.4542890230 -5.496523e-01 -0.64851724 -0.765091522
#> 40 -0.12501709 -0.1662394561 -2.412143e-01 -0.32643985 -0.445842622
#> 41 -0.34356197 -0.4128363608 -4.810555e-01 -0.55371444 -0.644976394
#> 42 -0.61536236 -0.7210139807 -8.110535e-01 -0.93091574 -1.139603072
#> 43 -0.52186934 -0.6154330510 -7.065911e-01 -0.83190978 -1.057604672
#> 44 -0.60037192 -0.7038564146 -7.894290e-01 -0.90339849 -1.102063449
#> 45 -0.37196491 -0.4447297400 -5.089192e-01 -0.60744654 -0.804958110
#> 46 -0.12896194 -0.1653317537 -1.314440e-01 -0.08810607 -0.019627965
#> 47 -0.25480276 -0.3129581482 -3.894801e-01 -0.44989800 -0.473855161
#> 48 -0.35973586 -0.4318445005 -5.149485e-01 -0.57912233 -0.599824413
#> 49 -0.23192261 -0.2853145212 -3.254787e-01 -0.34509521 -0.314143118
#> 50 -0.34592888 -0.4171207457 -5.180104e-01 -0.60273271 -0.652417857
#> 51 -0.39681749 -0.4735397129 -5.525320e-01 -0.60393967 -0.588402090
#> 52 -0.50253956 -0.5940112833 -6.936633e-01 -0.75766710 -0.734412706
#> 53 0.33929216 0.3618168065 3.566811e-01 0.35958408 0.382589498
#> 54 0.54955285 0.6013689447 6.364603e-01 0.68115499 0.752927047
#> 55 0.20674508 0.2129331303 2.256302e-01 0.26337317 0.367778855
#> 56 0.87973707 0.9754743197 1.031594e+00 1.09451796 1.178896352
#> 57 0.11443551 0.1083655193 1.156097e-01 0.10217189 0.031684736
#> 58 0.33850319 0.3630608755 4.012580e-01 0.41415671 0.359825194
#> 59 0.20398369 0.2089081365 2.032425e-01 0.18255375 0.119513177
#> 60 0.44383077 0.4811564054 5.008441e-01 0.49553975 0.422994252
#> 61 0.31720098 0.3360508519 3.145695e-01 0.28075592 0.211175453
#> 62 -0.33725020 -0.4066454319 -4.939512e-01 -0.55320011 -0.544580808
#> 63 -0.37275388 -0.4472725371 -5.449706e-01 -0.63262713 -0.701625126
#> 64 -0.35579101 -0.4256129744 -4.727134e-01 -0.53681926 -0.652196592
#> 65 0.41740026 0.4528976869 5.051460e-01 0.55322390 0.591970612
#> 66 0.15861787 0.1580775268 1.610843e-01 0.18229849 0.251091523
#> 67 1.42688824 1.5945687050 1.668511e+00 1.73604920 1.791650368
#> 68 1.45331876 1.6246790773 1.703634e+00 1.78052964 1.857540285
#> 69 0.53614034 0.5835782370 5.651776e-01 0.54346338 0.510926892
#> 70 0.80005104 0.8832718548 8.954258e-01 0.89768973 0.873732634
#> 71 0.25684472 0.2670198675 2.285837e-01 0.19605411 0.175794345
#> 72 -0.23428953 -0.2875199734 -3.181699e-01 -0.34478818 -0.364794790
#> 73 -0.10529282 -0.1418333429 -1.737896e-01 -0.20244647 -0.226262991
#> 74 -0.28557262 -0.3457568111 -3.823524e-01 -0.40911983 -0.414109673
#> 75 0.37479584 0.4017988410 3.939659e-01 0.36889588 0.295750940
#> 76 0.05762963 0.0417678568 3.360752e-05 -0.03075760 -0.036326196
#> 77 0.18149802 0.1845897732 2.009968e-01 0.21586403 0.225924889
#> 78 0.30457745 0.3227765905 3.213602e-01 0.33688350 0.396629086
#> 79 0.05526271 0.0405266684 2.787311e-02 0.03661721 0.100414732
#> 80 0.14244397 0.1381535872 1.076925e-01 0.09382195 0.121218649
#> 81 0.70853044 0.7806537764 8.088252e-01 0.84450378 0.901556344
#> 82 0.94995547 1.0534771579 1.082494e+00 1.11566126 1.161723004
#> 83 0.76730875 0.8484311542 9.042973e-01 0.97317826 1.079987445
#> 84 0.64659624 0.7152590221 8.364380e-01 0.93419826 0.975216136
#> 85 1.24384704 1.3935823278 1.585794e+00 1.74767443 1.839546545
#> 86 1.36298162 1.5281981179 1.720569e+00 1.86354099 1.885399492
#> 87 0.59215726 0.6508968929 7.141936e-01 0.73288759 0.634326497
#> 88 1.13773049 1.2747438484 1.488478e+00 1.66837216 1.769811449
#> 89 -0.04335862 -0.0725029885 -1.176073e-01 -0.16311826 -0.214395251
#> 90 -0.02284538 -0.0474391553 -5.426742e-02 -0.03161482 0.068035847
#> 91 0.19372707 0.2042114899 3.383977e-01 0.50747400 0.776679258
#> 92 0.27420208 0.2960288660 4.482775e-01 0.61196606 0.813813251
#> 93 -0.52305280 -0.6090447677 -5.434414e-01 -0.44082226 -0.237820945
#> 94 0.27025722 0.2884102705 3.765096e-01 0.45005321 0.488027633
#> 95 0.26039509 0.2798796050 4.209881e-01 0.57832213 0.786038927
#> 96 0.11009618 0.1086753037 2.216938e-01 0.37704077 0.651163235
#> 97 -0.02087296 -0.0449960372 -4.747157e-02 -0.02646612 0.055626418
#> 98 -0.03980825 -0.0696451899 -1.381598e-01 -0.19698542 -0.235712976
#> 99 0.17597523 0.1759013996 1.426292e-01 0.11826863 0.114397146
#> 100 -0.24060129 -0.2954522592 -3.423504e-01 -0.35904295 -0.299551473
#> 101 -0.41969764 -0.4980799814 -5.504580e-01 -0.57718037 -0.540676190
#> 102 0.55862601 0.6162808488 7.459371e-01 0.85965280 0.937071697
#> 103 0.49511387 0.5438552609 6.600300e-01 0.75190777 0.784064626
#> 104 0.25921163 0.2753568341 3.518244e-01 0.41622965 0.451091782
#> 105 0.19491052 0.1992604108 2.058483e-01 0.22609985 0.281971573
#> 106 0.24579913 0.2564130207 2.559903e-01 0.25577598 0.254637259
#> 107 0.72667676 0.8037528056 8.845977e-01 0.96097629 1.029531742
#> 108 0.27617450 0.2886505312 2.459592e-01 0.19011993 0.095010775
#> 109 -0.18892371 -0.2324713363 -1.862033e-01 -0.10735771 0.059519917
#> 110 0.10615132 0.1001024715 1.296087e-01 0.12463005 0.026673857
#> 111 0.06985867 0.0586973222 8.011228e-02 0.07587225 0.001902037
#> 112 0.21936862 0.2301663881 3.031327e-01 0.33999237 0.282242351
#> 113 1.73774269 1.9486611066 2.080712e+00 2.17528217 2.178190661
#> 114 0.56178189 0.6137127258 6.189026e-01 0.61722765 0.596571608
#> 115 0.47617857 0.5168865273 5.199543e-01 0.53483784 0.580764669
#> 116 1.15863821 1.2959786763 1.461248e+00 1.63535082 1.843234143
#> 117 0.93969885 1.0480034182 1.201104e+00 1.36057293 1.546012859
#> 118 1.11445585 1.2444083302 1.376207e+00 1.50005989 1.610473983
#> 119 0.42686790 0.4600433144 4.402222e-01 0.40880132 0.343917322
#> 120 0.48485725 0.5266850182 5.296029e-01 0.53283532 0.536134265
#> 121 1.33063382 1.4919198529 1.689788e+00 1.89903060 2.151141990
#> 122 0.93890988 1.0483082909 1.225684e+00 1.41050441 1.625587171
#> 123 0.85843487 0.9573666067 1.134449e+00 1.31979083 1.537400037
#> 124 0.65290800 0.7271202232 9.442712e-01 1.19779239 1.561176412
#> 125 0.42884033 0.4645369553 4.906769e-01 0.53230979 0.616115187
#> 126 0.45527085 0.4935995055 5.034899e-01 0.52882490 0.595326663
#> 127 0.20201126 0.2071602242 2.112486e-01 0.23562934 0.313360939
#> 128 0.24934950 0.2586691989 2.226284e-01 0.20483846 0.232698361
#> 129 0.13771015 0.1319060694 8.320574e-02 0.05300922 0.068177675
#> 130 0.32785208 0.3478997365 3.226522e-01 0.31749188 0.363716253
#> 131 0.26512891 0.2791416416 2.967430e-01 0.33645974 0.435349950
#> 132 0.14717780 0.1449291939 1.434230e-01 0.16947010 0.267991915
#> 133 0.31680649 0.3372227006 3.485644e-01 0.38633073 0.494632520
#> 134 0.52154439 0.5689421030 5.881939e-01 0.62129548 0.691946249
#> 135 0.63870653 0.7027391500 7.507581e-01 0.81237112 0.912746375
#> 136 0.82529810 0.9119945670 9.281363e-01 0.95508135 1.011841160
#> 137 0.34205356 0.3642458351 3.450882e-01 0.33869673 0.364345880
#> 138 0.41384989 0.4463766886 4.477033e-01 0.47059015 0.550540053
#> 139 0.34363150 0.3669199344 3.658463e-01 0.37659295 0.417872435
#> 0.1093 0.1019 0.0950 0.0886 0.0827
#> 1 -0.349324856 -0.441061107 -0.52987514 -0.6160609884 -0.69985626
#> 2 -0.105905910 0.016287422 0.13530420 0.2521926519 0.36780219
#> 3 0.958344214 0.926652527 0.89942046 0.8758610804 0.85530968
#> 4 -0.278260140 -0.344988038 -0.40997719 -0.4735513145 -0.53596905
#> 5 -0.720874890 -0.743269106 -0.76738010 -0.7931494018 -0.82050889
#> 6 -0.866240126 -0.908938809 -0.95291859 -0.9981148672 -1.04445302
#> 7 -0.666672960 -0.735894935 -0.80486399 -0.8737959132 -0.94284950
#> 8 -0.270829194 -0.372863579 -0.47162615 -0.5675874530 -0.66112882
#> 9 -0.317221743 -0.365999741 -0.41386868 -0.4610416753 -0.50768532
#> 10 0.015477402 -0.079313026 -0.17026836 -0.2579978151 -0.34300159
#> 11 0.054282404 -0.013333079 -0.07761398 -0.1389363191 -0.19761333
#> 12 -0.621959654 -0.715982583 -0.80848597 -0.8997932488 -0.99015455
#> 13 2.113408543 2.200831845 2.29259861 2.3881171475 2.48685378
#> 14 0.452885409 0.417894764 0.38624691 0.3575143414 0.33133406
#> 15 0.152446437 0.033940112 -0.07944754 -0.1885417699 -0.29402264
#> 16 -0.058869538 -0.040237414 -0.02090095 -0.0004438442 0.02146450
#> 17 -0.534983903 -0.518199102 -0.50341241 -0.4902935334 -0.47856054
#> 18 -0.185280024 -0.186231297 -0.18754107 -0.1892056500 -0.19121708
#> 19 0.602487412 0.568223423 0.53757544 0.5099902517 0.48500036
#> 20 -0.203214242 -0.272408427 -0.33947494 -0.4047767965 -0.46860697
#> 21 -0.806791765 -0.872617632 -0.93853197 -1.0045924664 -1.07082753
#> 22 0.045860897 0.013550192 -0.01734768 -0.0471651543 -0.07617373
#> 23 -0.661540218 -0.783548435 -0.90321763 -1.0210300877 -1.13736472
#> 24 -0.574053391 -0.681330745 -0.78673056 -0.8907534016 -0.99379303
#> 25 -0.658390262 -0.735145860 -0.81136180 -0.8873054770 -0.96317807
#> 26 -0.584776684 -0.722756840 -0.85773262 -0.9903636215 -1.12117419
#> 27 -0.532634707 -0.640832961 -0.74713322 -0.8521031647 -0.95619104
#> 28 -0.837716892 -0.945815003 -1.05267532 -1.1586122978 -1.26386324
#> 29 -0.888680953 -1.044319839 -1.19670548 -1.3462773615 -1.49337855
#> 30 0.457116178 0.370733481 0.28931922 0.2120784279 0.13834909
#> 31 -0.412615315 -0.473727196 -0.53364369 -0.5925583758 -0.65062120
#> 32 -0.071195478 -0.136139354 -0.19854024 -0.2587690664 -0.31712949
#> 33 -0.665016519 -0.786326915 -0.90458909 -1.0200787272 -1.13301237
#> 34 -1.050435682 -1.192906103 -1.33406503 -1.4744421794 -1.61444215
#> 35 -0.413878002 -0.428895002 -0.44462969 -0.4610720354 -0.47820278
#> 36 -0.242707639 -0.227118315 -0.21252528 -0.1987585195 -0.18567386
#> 37 -0.117353383 -0.111620268 -0.10610800 -0.1007675144 -0.09555661
#> 38 -0.651068677 -0.778173597 -0.90304878 -1.0262999031 -1.14840415
#> 39 -0.879498531 -0.992359421 -1.10416572 -1.2152964439 -1.32603883
#> 40 -0.561655553 -0.674683492 -0.78560447 -0.8949641609 -1.00319340
#> 41 -0.734584832 -0.822931368 -0.91031677 -0.9969679998 -1.08305381
#> 42 -1.343658048 -1.544047917 -1.74153558 -1.9367105270 -2.13002431
#> 43 -1.277635089 -1.493170322 -1.70515644 -1.9143372315 -2.12129104
#> 44 -1.296359526 -1.487187348 -1.67525469 -1.8611070792 -2.04516152
#> 45 -0.996928768 -1.184389240 -1.36818518 -1.5489878134 -1.72732416
#> 46 0.046513753 0.111127499 0.17490971 0.2384299794 0.30214430
#> 47 -0.498371175 -0.523521468 -0.54934484 -0.5758579046 -0.60306098
#> 48 -0.621732126 -0.644824802 -0.66904702 -0.6943326510 -0.72061170
#> 49 -0.285330593 -0.258267513 -0.23259902 -0.2080239145 -0.18429105
#> 50 -0.702346973 -0.752764485 -0.80384227 -0.8556993048 -0.90841316
#> 51 -0.575544147 -0.565062323 -0.55665512 -0.5500537476 -0.54502419
#> 52 -0.714798635 -0.698448303 -0.68498457 -0.6740699556 -0.66540975
#> 53 0.406602796 0.431550663 0.45732625 0.4838222283 0.51094092
#> 54 0.825213064 0.898202223 0.97198673 1.0466083968 1.12207951
#> 55 0.469754373 0.569940548 0.66885546 0.7669078279 0.86441766
#> 56 1.264973315 1.352783308 1.44224855 1.5332538743 1.62567369
#> 57 -0.035155932 -0.098762981 -0.15951081 -0.2177151970 -0.27363767
#> 58 0.309830380 0.263765210 0.22123360 0.1818885275 0.14543361
#> 59 0.060099827 0.003815424 -0.04979634 -0.1011216282 -0.15047957
#> 60 0.355736736 0.293074407 0.23435634 0.1790233938 0.12660752
#> 61 0.145799204 0.083920517 0.02489348 -0.0318274897 -0.08669117
#> 62 -0.538207554 -0.533908723 -0.53150166 -0.5308170186 -0.53170160
#> 63 -0.770229915 -0.838772355 -0.90749572 -0.9765762724 -1.04613747
#> 64 -0.764857035 -0.875256583 -0.98375146 -1.0906149850 -1.19605556
#> 65 0.632063780 0.673670317 0.71687635 0.7617239906 0.80822711
#> 66 0.318476152 0.384874580 0.45062352 0.5159865775 0.58116911
#> 67 1.852595242 1.918280152 1.98801985 2.0611740020 2.13717682
#> 68 1.939261156 2.025219359 2.11483846 2.2075653703 2.30290340
#> 69 0.482197350 0.456608956 0.43352685 0.4124033444 0.39278188
#> 70 0.854725613 0.839920765 0.82858193 0.8200631252 0.81381788
#> 71 0.157459335 0.140652845 0.12500281 0.1101917864 0.09595875
#> 72 -0.384949999 -0.405152685 -0.42529612 -0.4452825152 -0.46502599
#> 73 -0.249536120 -0.272316615 -0.29464177 -0.3165378314 -0.33802223
#> 74 -0.420093753 -0.426848079 -0.43415462 -0.4418215922 -0.44968522
#> 75 0.227334113 0.162911953 0.10180830 0.0434489249 -0.01264122
#> 76 -0.041422085 -0.046170268 -0.05068856 -0.0550763989 -0.05941331
#> 77 0.237008638 0.249189120 0.26250102 0.2769589008 0.29256493
#> 78 0.455896166 0.514893779 0.57376049 0.6325910352 0.69145121
#> 79 0.162379562 0.222941829 0.28245743 0.3412120258 0.39943334
#> 80 0.148341498 0.175238156 0.20192871 0.2284213559 0.25471983
#> 81 0.960296036 1.020640846 1.08243389 1.1455060250 1.20969596
#> 82 1.210944818 1.262947946 1.31729500 1.3735754608 1.43142688
#> 83 1.187163802 1.294991476 1.40361886 1.5131212474 1.62352974
#> 84 1.019199628 1.066368921 1.11682565 1.1706078941 1.22771189
#> 85 1.935815762 2.036725002 2.14232521 2.2525778401 2.36739304
#> 86 1.914792822 1.951402461 1.99478534 2.0444931473 2.10010228
#> 87 0.543118070 0.458424075 0.37944954 0.3055068230 0.23601502
#> 88 1.875046983 1.984563958 2.09863077 2.2173902232 2.34089898
#> 89 -0.263966698 -0.312167175 -0.35928288 -0.4055455893 -0.45113859
#> 90 0.164232708 0.257731632 0.34917566 0.4390885880 0.52789165
#> 91 1.038479932 1.295037748 1.54816613 1.7993238787 2.04966392
#> 92 1.011308428 1.206172272 1.39983016 1.5934183362 1.78782511
#> 93 -0.043578765 0.144067586 0.32701582 0.5068346051 0.68479257
#> 94 0.527101251 0.567709286 0.61018097 0.6547616760 0.70162879
#> 95 0.989010381 1.188966469 1.38734288 1.5852858306 1.78369340
#> 96 0.917116266 1.177093822 1.43294763 1.6861735892 1.93795933
#> 97 0.134974295 0.212235145 0.28796729 0.3626248387 0.43657222
#> 98 -0.273427446 -0.310473452 -0.34714439 -0.3836762911 -0.42025312
#> 99 0.111537834 0.109495589 0.10807905 0.1071221348 0.10648740
#> 100 -0.243372617 -0.189950125 -0.13878532 -0.0894584966 -0.04162183
#> 101 -0.507463220 -0.476982752 -0.44871418 -0.4222105243 -0.39709663
#> 102 1.015798661 1.096402368 1.17929196 1.2647605910 1.35301159
#> 103 0.818806024 0.856420680 0.89708576 0.9409090009 0.98794741
#> 104 0.487002442 0.524344111 0.56340291 0.6043904441 0.64745852
#> 105 0.337112665 0.391841342 0.44640099 0.5009768682 0.55570971
#> 106 0.255048713 0.256888645 0.26001851 0.2643093887 0.26964801
#> 107 1.099961487 1.172436032 1.24700886 1.3236778129 1.40240947
#> 108 0.004664162 -0.081830154 -0.16528647 -0.2463843216 -0.32567693
#> 109 0.220249012 0.376371817 0.52921914 0.6798811124 0.82923386
#> 110 -0.066418274 -0.155144580 -0.23995343 -0.3212223340 -0.39926518
#> 111 -0.068341392 -0.135198135 -0.19897650 -0.2599370800 -0.31829749
#> 112 0.228791844 0.179454489 0.13403356 0.0923482332 0.05423512
#> 113 2.190361722 2.210774728 2.23834900 2.2721010379 2.31117294
#> 114 0.579631340 0.565880631 0.55479963 0.5459315852 0.53888975
#> 115 0.627524032 0.675089990 0.72338082 0.7723022971 0.82176273
#> 116 2.050532661 2.258213680 2.46696017 2.6772565091 2.88944033
#> 117 1.730626887 1.915401236 2.10105975 2.2881320351 2.47699944
#> 118 1.723410813 1.839130307 1.95771664 2.0791695155 2.20344069
#> 119 0.283557607 0.226947581 0.17337110 0.1222195986 0.07299040
#> 120 0.541894959 0.549809392 0.55955321 0.5708334542 0.58339784
#> 121 2.402099360 2.653111392 2.90504675 3.1585305181 3.41400542
#> 122 1.838980783 2.051952577 2.26546550 2.4802427638 2.69681901
#> 123 1.752871489 1.967564102 2.18252804 2.3985618510 2.61626308
#> 124 1.916487698 2.266364068 2.61297077 2.9580249397 3.30286588
#> 125 0.699366695 0.782412042 0.86549305 0.9487805511 1.03239515
#> 126 0.661870560 0.728607800 0.79561020 0.8629095656 0.93051560
#> 127 0.389550544 0.464640450 0.53897979 0.6128400918 0.68643183
#> 128 0.260676679 0.288701688 0.31668001 0.3445222047 0.37215111
#> 129 0.083322322 0.098349062 0.11315842 0.1276624902 0.14178983
#> 130 0.409825626 0.455831552 0.50170269 0.5473955433 0.59286670
#> 131 0.532320963 0.627941008 0.72265926 0.8168248305 0.91070751
#> 132 0.363898449 0.457796561 0.55018277 0.6414522395 0.73191731
#> 133 0.600825048 0.705464470 0.80898449 0.9117194967 1.01392680
#> 134 0.762868921 0.834213161 0.90604156 0.9783743585 1.05120906
#> 135 1.013087856 1.113731482 1.21488454 1.3166774883 1.41919023
#> 136 1.070685809 1.131375669 1.19360707 1.2570859867 1.32154880
#> 137 0.390773012 0.417866954 0.44548919 0.4735074556 0.50180558
#> 138 0.629761373 0.708499023 0.78691026 0.8650994354 0.94313694
#> 139 0.459537372 0.501642586 0.54419024 0.5871615925 0.63052983
#> 0.0771 0.0719 0.0671 0.0625 0.0583 0.0544
#> 1 -0.781450632 -0.872994921 -1.021398996 -1.231262151 -1.41469229 -1.49328713
#> 2 0.482812239 0.588205322 0.632357988 0.616142196 0.53632052 0.49384209
#> 3 0.837214696 0.807321727 0.787127445 0.805664057 0.68290220 0.53644035
#> 4 -0.597433893 -0.626936744 -0.654944934 -0.813347473 -1.00160872 -1.30564434
#> 5 -0.849386996 -0.883378715 -0.893748599 -0.852566638 -0.73317339 -0.56678331
#> 6 -1.091855371 -1.136329610 -1.256769001 -1.522483961 -1.78577855 -2.02002874
#> 7 -1.012138638 -1.082882889 -1.171866322 -1.277511572 -1.28491485 -1.30110640
#> 8 -0.752555178 -0.844461678 -0.960172646 -1.072414576 -1.29444964 -1.47622022
#> 9 -0.553927528 -0.598780068 -0.604856419 -0.519174860 -0.33475267 -0.06051627
#> 10 -0.425684474 -0.496560419 -0.648514704 -0.915418918 -1.36107140 -1.71278574
#> 11 -0.253902084 -0.314392140 -0.377101438 -0.465102261 -0.67605811 -0.94112824
#> 12 -1.079760300 -1.155595176 -1.190344489 -1.202436081 -1.23631199 -1.34740557
#> 13 2.588341064 2.713192014 2.860408378 2.996503687 3.25155675 3.59167204
#> 14 0.307403302 0.302866876 0.240776992 -0.004969141 -0.18501753 -0.25721217
#> 15 -0.396442568 -0.507066741 -0.519587843 -0.389715338 -0.28268802 -0.24895868
#> 16 0.045082813 0.058745321 0.115621987 0.269739199 0.39780404 0.49412108
#> 17 -0.467976207 -0.432953753 -0.400820460 -0.464582886 -0.52064827 -0.63377550
#> 18 -0.193564319 -0.196304085 -0.211337670 -0.269875325 -0.50352478 -0.90300583
#> 19 0.462217637 0.429154533 0.311161001 0.113008401 0.03175657 0.14355567
#> 20 -0.531198437 -0.590547568 -0.635490684 -0.694487503 -0.81782234 -1.01350285
#> 21 -1.137245279 -1.206711654 -1.310773861 -1.476813302 -1.63654797 -1.89505181
#> 22 -0.104591277 -0.130183594 -0.192946343 -0.312705641 -0.53025296 -0.67947924
#> 23 -1.252515055 -1.367784345 -1.452442724 -1.516086007 -1.56554889 -1.61871876
#> 24 -1.096154568 -1.194079916 -1.240806034 -1.271876844 -1.34911604 -1.46425155
#> 25 -1.039127793 -1.118228724 -1.152003988 -1.156684331 -1.31306981 -1.55460483
#> 26 -1.250575472 -1.375760665 -1.375249119 -1.251711144 -1.19503694 -1.29965617
#> 27 -1.059745507 -1.159870507 -1.154032467 -0.963855792 -0.88289556 -0.91837650
#> 28 -1.368603995 -1.481070323 -1.650802119 -1.910825522 -2.30084526 -2.69906420
#> 29 -1.638273656 -1.786431098 -1.990094235 -2.308172439 -2.76001406 -3.22529632
#> 30 0.067588389 0.003737966 -0.070305707 -0.205604374 -0.26851518 -0.36156865
#> 31 -0.707946370 -0.763898560 -0.728342993 -0.580978319 -0.24219286 0.11135815
#> 32 -0.373866391 -0.428024259 -0.398172932 -0.290427113 0.01034047 0.30432541
#> 33 -1.243558339 -1.360204449 -1.551533550 -1.867450849 -2.40215810 -2.93541708
#> 34 -1.754368856 -1.890873993 -1.984717474 -2.068515858 -2.23075509 -2.48855083
#> 35 -0.495997054 -0.517373029 -0.533500012 -0.535578177 -0.54175969 -0.55636025
#> 36 -0.173150334 -0.168988917 -0.148070153 -0.098716015 -0.06787981 -0.08391572
#> 37 -0.090438941 -0.091740557 -0.103508910 -0.149005579 -0.23063558 -0.34401528
#> 38 -1.269731976 -1.398691762 -1.600206296 -1.937918612 -2.34273031 -2.68629938
#> 39 -1.436606646 -1.550055442 -1.734242361 -2.017891859 -2.34774378 -2.59059777
#> 40 -1.110627353 -1.214653213 -1.394236740 -1.743685601 -2.14430728 -2.48500039
#> 41 -1.168697071 -1.263074496 -1.414533499 -1.645306188 -1.89093552 -2.07511993
#> 42 -2.321818023 -2.505028192 -2.698236910 -2.980744877 -3.38282135 -3.82956154
#> 43 -2.326461713 -2.530515413 -2.652657323 -2.575343614 -2.52215733 -2.43109641
#> 44 -2.227732316 -2.415636318 -2.576599798 -2.721090032 -2.97008997 -3.28968084
#> 45 -1.903602777 -2.081198045 -2.225399927 -2.367810732 -2.61247205 -2.91402136
#> 46 0.366413112 0.425607189 0.407780012 0.287038043 0.07414506 -0.03352912
#> 47 -0.630943288 -0.664729046 -0.716636473 -0.832315945 -1.14717179 -1.53062867
#> 48 -0.747814681 -0.771609315 -0.782355079 -0.828080503 -1.01048170 -1.25361985
#> 49 -0.161193464 -0.147477999 -0.189231784 -0.299958500 -0.50398049 -0.66953649
#> 50 -0.962030365 -1.011500273 -1.095026903 -1.239769249 -1.41590771 -1.66486938
#> 51 -0.541365915 -0.539141152 -0.578572677 -0.640416028 -0.67925784 -0.78511503
#> 52 -0.658750823 -0.649298408 -0.669505223 -0.719506724 -0.71220523 -0.78280752
#> 53 0.538596795 0.559680853 0.501883055 0.386526022 0.25130249 0.14019498
#> 54 1.198394037 1.267980010 1.277389845 1.224676777 1.10138642 0.91560701
#> 55 0.961633104 1.044026216 1.074917475 1.080231033 1.01872820 0.85870633
#> 56 1.719383693 1.794521288 1.774229089 1.649513200 1.41690266 1.15862060
#> 57 -0.327491707 -0.372708158 -0.458588317 -0.658167143 -1.05429303 -1.61165753
#> 58 0.111620136 0.062460694 -0.036153357 -0.203470444 -0.54093261 -1.01698254
#> 59 -0.198129794 -0.245550077 -0.308454654 -0.323042137 -0.43662668 -0.54956856
#> 60 0.076723169 0.022460600 -0.050255102 -0.148528922 -0.44738062 -0.85519762
#> 61 -0.140060945 -0.203315874 -0.286059762 -0.382719592 -0.69983361 -1.20037348
#> 62 -0.534019511 -0.537972346 -0.500227249 -0.422661480 -0.42761735 -0.53742634
#> 63 -1.116262336 -1.190159932 -1.245835191 -1.274653086 -1.40148430 -1.50861595
#> 64 -1.300229752 -1.374494752 -1.324054761 -1.055860128 -0.74918572 -0.45305556
#> 65 0.856381500 1.022135181 1.237553487 1.184759583 1.01680021 0.87197133
#> 66 0.646329733 0.719112995 0.846954775 1.099647031 1.25381425 1.36845310
#> 67 2.215540934 2.303386719 2.433323107 2.608274255 2.73612659 2.82647351
#> 68 2.400419259 2.505344698 2.630691629 2.782612110 2.80014573 2.76583645
#> 69 0.374288532 0.385827141 0.438950477 0.544837509 0.63783704 0.72193421
#> 70 0.809392384 0.799008426 0.821655502 0.937135331 1.07986115 1.18901754
#> 71 0.082093015 0.088132590 0.181584494 0.393153923 0.68967762 0.88525974
#> 72 -0.484452394 -0.497158572 -0.505666761 -0.490283246 -0.38967901 -0.32573583
#> 73 -0.359105412 -0.381843488 -0.393038366 -0.341819343 -0.15617263 0.02671177
#> 74 -0.457607614 -0.444237697 -0.349013554 -0.126358101 0.31578125 0.74249002
#> 75 -0.066849028 -0.106563669 -0.068982950 0.084209548 0.40431810 0.67425865
#> 76 -0.063761201 -0.075321316 -0.062159226 0.011319480 0.19905405 0.33439239
#> 77 0.309313763 0.334513015 0.408349130 0.648695998 1.02734739 1.40366108
#> 78 0.750386131 0.818238104 0.958237436 1.194885772 1.62953263 2.04001119
#> 79 0.457301448 0.505559557 0.539426172 0.611378213 0.76450381 0.92140107
#> 80 0.280825865 0.299096644 0.347918810 0.503609165 0.70753453 0.85345273
#> 81 1.274857100 1.346218339 1.412819524 1.471984127 1.49362228 1.50150956
#> 82 1.490537684 1.573587178 1.825259328 2.294979292 2.89156761 3.35845812
#> 83 1.734847070 1.853884710 2.021921182 2.301002064 2.55481026 2.69100387
#> 84 1.288107667 1.339233022 1.273728472 1.166361443 1.17593015 1.38069240
#> 85 2.486653576 2.622947202 2.742722025 2.759693616 2.96099040 3.21929056
#> 86 2.161227064 2.211255914 2.071241892 1.674837174 1.13525940 0.68951275
#> 87 0.170491109 0.119250602 -0.003316077 -0.185090523 -0.26610997 -0.17346846
#> 88 2.469156250 2.599626501 2.698182271 2.816591990 3.13149405 3.58561692
#> 89 -0.496204326 -0.505864101 -0.386493463 -0.134484785 0.13067134 0.38442441
#> 90 0.615920058 0.707680646 0.818684386 0.971144267 1.19341297 1.45670853
#> 91 2.300085803 2.578027826 2.873920994 3.214596809 3.75130693 4.34223707
#> 92 1.983735517 2.190807117 2.319538738 2.511279804 2.80728148 3.38565360
#> 93 0.861902079 1.054961406 1.230211085 1.390150647 1.55214530 1.71352720
#> 94 0.750907291 0.811286149 0.938801294 1.176747733 1.58283552 2.05489807
#> 95 1.983259873 2.175708853 2.530526320 3.264211920 4.20706721 5.12950251
#> 96 2.189235894 2.453083376 2.785317903 3.334534246 4.11765056 5.03676451
#> 97 0.510098809 0.593948241 0.593199263 0.463799766 0.36006179 0.33076536
#> 98 -0.457015381 -0.491514721 -0.576159629 -0.760818311 -0.89067449 -0.98659892
#> 99 0.106063675 0.096713120 0.186903358 0.430396941 0.81561794 1.12471774
#> 100 0.005009634 0.057339025 0.059278623 0.014040630 0.04286461 0.06283061
#> 101 -0.373061866 -0.345080326 -0.373507659 -0.475583209 -0.52078791 -0.58356932
#> 102 1.444180877 1.524374906 1.546920229 1.453173267 1.22691741 1.03375597
#> 103 1.038222825 1.083976555 1.108402504 1.044514248 0.85912421 0.70583834
#> 104 0.692713213 0.736564903 0.766160297 0.734803118 0.58046953 0.45567306
#> 105 0.610705525 0.658383529 0.765213685 0.955577340 1.22715118 1.48914124
#> 106 0.275937617 0.265502396 0.245383240 0.227515932 0.28478009 0.39543418
#> 107 1.483153168 1.549556781 1.581055762 1.623399689 1.81382099 2.17809166
#> 108 -0.403607937 -0.481771959 -0.522445755 -0.518959669 -0.36616073 -0.13541875
#> 109 0.977972675 1.125356745 1.210739920 1.240020785 1.24389361 1.37171336
#> 110 -0.474339438 -0.563065384 -0.729388186 -1.009025134 -1.19812549 -1.25382612
#> 111 -0.374236857 -0.428822169 -0.509909817 -0.675433775 -0.75383283 -0.75939302
#> 112 0.019549977 -0.026779021 -0.124950438 -0.308846770 -0.39969934 -0.39245441
#> 113 2.354832340 2.382272999 2.391209398 2.457945040 2.66019083 3.10502964
#> 114 0.533352855 0.529698915 0.620037428 0.832905757 1.20151031 1.59284231
#> 115 0.871677989 0.921979329 0.949737584 0.925971246 0.84140276 0.82615811
#> 116 3.103739865 3.292806511 3.443858655 3.672598396 4.03053529 4.56163260
#> 117 2.667930353 2.829575120 2.940493281 3.101002411 3.35873387 3.74280462
#> 118 2.330455053 2.435587281 2.576867421 2.829248544 3.24932078 3.72221758
#> 119 0.025274956 -0.030283261 -0.073240779 -0.080091643 -0.04689203 0.01167443
#> 120 0.597034009 0.608397145 0.693554565 0.877088953 1.13210477 1.34102482
#> 121 3.671776825 3.897503232 4.068867324 4.296415406 4.70739296 5.32577801
#> 122 2.915582302 3.113351301 3.272326979 3.447601376 3.76887783 4.18834201
#> 123 2.836071474 3.044575586 3.244094186 3.483807071 3.92043039 4.43547892
#> 124 3.648524382 3.969724899 4.269446800 4.668959680 5.20379218 5.83549982
#> 125 1.116420409 1.197660298 1.386326446 1.763083340 2.18283262 2.57511437
#> 126 0.998424702 1.053559933 1.210061904 1.542835774 1.90967493 2.25298343
#> 127 0.759916792 0.831148957 0.860044802 0.807848388 0.67565513 0.57767865
#> 128 0.399502595 0.429087352 0.465860517 0.475191552 0.40284519 0.34084151
#> 129 0.155484248 0.158637282 0.193192691 0.264702218 0.27722421 0.25324504
#> 130 0.638076312 0.674295140 0.761806558 0.924399678 1.13259912 1.36013158
#> 131 1.004513787 1.093355190 1.146547469 1.158140043 1.29240615 1.51739821
#> 132 0.821822658 0.902189256 0.982750179 1.095848523 1.34886958 1.66931374
#> 133 1.115802669 1.211142559 1.303005473 1.414984736 1.65781208 1.99194661
#> 134 1.124530113 1.183639990 1.209366329 1.239634920 1.35930734 1.59213616
#> 135 1.522467639 1.604070956 1.623559785 1.606684509 1.68115674 1.89507515
#> 136 1.386766441 1.456595402 1.509549473 1.499801545 1.34536803 1.27412339
#> 137 0.530284766 0.550380358 0.517345606 0.424102116 0.20974992 0.11584918
#> 138 1.021069259 1.099356192 1.173243536 1.226417420 1.32577761 1.53004520
#> 139 0.674265443 0.707770081 0.767740839 0.895435018 1.09096325 1.34696923
#> 0.0507 0.0473 0.0441 0.0411 0.0384 0.0358
#> 1 -1.45510792 -1.405296278 -1.29330772 -1.15198737 -1.198762733 -1.232307544
#> 2 0.44350868 0.441905867 0.55814901 0.56788786 0.460543283 0.421577613
#> 3 0.41050631 0.274533790 0.09418450 -0.14809557 -0.091109545 -0.204787951
#> 4 -1.55222538 -1.893617336 -2.49947668 -3.27564886 -3.409470099 -3.540667009
#> 5 -0.46430082 -0.354668083 -0.20137952 0.04072031 0.064617660 0.075676533
#> 6 -2.18345272 -2.376252885 -2.61674855 -2.86529143 -2.961102079 -2.940805527
#> 7 -1.30338775 -1.329952271 -1.40525086 -1.71704480 -1.986715829 -2.233274534
#> 8 -1.57205669 -1.661893490 -1.70856070 -1.88637859 -2.069951640 -2.207559594
#> 9 0.17602912 0.446507089 0.83661324 1.27929098 1.211250020 1.124056037
#> 10 -1.90354065 -2.083168482 -2.18763013 -2.40747028 -2.694624469 -2.904941642
#> 11 -1.14169537 -1.384780396 -1.75529454 -2.37567286 -2.408278136 -2.371103131
#> 12 -1.45654221 -1.619278514 -1.92290331 -2.54365366 -2.755794701 -2.919702496
#> 13 3.90635089 4.268094289 4.73370482 5.50412895 5.604473566 5.730539246
#> 14 -0.20539917 -0.166164466 -0.14025665 -0.03664338 -0.091887958 -0.096785996
#> 15 -0.23614640 -0.269879746 -0.44917624 -0.91803861 -0.980772932 -1.300927833
#> 16 0.55002450 0.623044917 0.71301023 0.68493362 0.730709039 0.757079252
#> 17 -0.76148375 -0.933862502 -1.22828280 -1.59023170 -1.741590223 -1.918124403
#> 18 -1.30709182 -1.779436213 -2.46577723 -3.52969780 -3.764442401 -4.046062192
#> 19 0.36311594 0.639982388 1.10694023 1.62253208 1.446957224 1.357885501
#> 20 -1.18271691 -1.405061161 -1.77825849 -2.28918372 -2.321841103 -2.367176543
#> 21 -2.11659104 -2.400080405 -2.85382064 -3.54904679 -3.692002460 -3.826552180
#> 22 -0.77469635 -0.861879844 -0.90078203 -1.00365884 -1.068775931 -0.900294486
#> 23 -1.64342983 -1.710040104 -1.87150664 -2.21377151 -2.375297395 -2.569210937
#> 24 -1.57566415 -1.749574892 -2.08123390 -2.57760647 -2.719049739 -3.028753202
#> 25 -1.81387295 -2.138199320 -2.63819393 -3.45013941 -3.649490268 -3.919687339
#> 26 -1.45709402 -1.715113865 -2.26434138 -3.19733507 -3.391492148 -3.780490000
#> 27 -1.03361847 -1.189713585 -1.45815130 -1.98981868 -2.118499846 -2.290713412
#> 28 -2.99398356 -3.334372029 -3.77039813 -4.51720650 -4.834625025 -5.134456692
#> 29 -3.52998559 -3.896941861 -4.40674669 -5.22877961 -5.491310013 -5.753861101
#> 30 -0.37471251 -0.435775078 -0.63563899 -0.93717809 -1.003556529 -1.097043284
#> 31 0.39010373 0.654798337 0.88281937 1.14237318 1.175981045 1.064223815
#> 32 0.55043316 0.765715390 0.88727631 1.05337116 1.093205134 0.955841627
#> 33 -3.29662494 -3.699212984 -4.19145482 -5.07913774 -5.383243658 -5.651247971
#> 34 -2.73413774 -3.069566120 -3.63395851 -4.59406291 -4.938190001 -5.413452273
#> 35 -0.60074527 -0.655581216 -0.73198916 -0.83523567 -0.889645298 -0.961820950
#> 36 -0.15270151 -0.237830180 -0.38078737 -0.56955097 -0.564502499 -0.623634846
#> 37 -0.46333195 -0.607808423 -0.82989468 -1.07501523 -1.051760418 -1.055942934
#> 38 -2.89519710 -3.147651092 -3.47463424 -3.95713194 -4.200660205 -4.446428160
#> 39 -2.72251102 -2.866880327 -2.99086983 -3.18811518 -3.407944041 -3.561989361
#> 40 -2.68510039 -2.931690627 -3.26179726 -3.68325622 -3.897931650 -4.047945056
#> 41 -2.17088315 -2.281553374 -2.39752499 -2.59003338 -2.748232372 -2.867260478
#> 42 -4.14563986 -4.556032342 -5.18614748 -6.29866517 -6.794441454 -7.369927790
#> 43 -2.33363127 -2.231879435 -2.06575813 -2.09872260 -2.331219598 -2.650000827
#> 44 -3.53848386 -3.868713818 -4.39826355 -5.30223364 -5.562924849 -5.969107343
#> 45 -3.13608175 -3.441479571 -3.95405919 -4.85518660 -5.124421191 -5.545818874
#> 46 -0.07990288 -0.077734284 0.06566121 0.25398085 0.200706157 0.204797807
#> 47 -1.89576897 -2.316033102 -2.88556325 -3.83661921 -4.130635869 -4.452566027
#> 48 -1.51126470 -1.820151534 -2.26519657 -3.01092936 -3.287490146 -3.585622288
#> 49 -0.81096297 -0.941339746 -1.03107387 -1.21919131 -1.364982867 -1.476535328
#> 50 -1.89294749 -2.169205807 -2.56639914 -3.05397082 -3.153471709 -3.213737196
#> 51 -0.91090117 -1.047572188 -1.21583849 -1.39644328 -1.379116976 -1.290784958
#> 52 -0.89441499 -1.028886838 -1.22769242 -1.44266799 -1.449009329 -1.428167399
#> 53 0.07278673 0.032866514 0.06869945 0.21643845 0.274202393 0.428479957
#> 54 0.74629481 0.578630508 0.38023797 0.05914111 -0.009652288 -0.008656688
#> 55 0.66837420 0.480556625 0.25546682 -0.06109668 -0.029789392 -0.062403193
#> 56 0.95192235 0.755069477 0.54873153 0.12764679 -0.067686955 -0.277769834
#> 57 -2.06676141 -2.607097418 -3.40416977 -4.60602881 -4.875102997 -5.166668854
#> 58 -1.39924167 -1.843836872 -2.49551776 -3.47305178 -3.476854939 -3.596339508
#> 59 -0.62514266 -0.680026772 -0.66847356 -0.83843154 -1.021330460 -1.174780350
#> 60 -1.19074762 -1.575873311 -2.11779148 -3.03658702 -3.276902452 -3.571197306
#> 61 -1.65615234 -2.186363869 -2.95046619 -4.13672740 -4.309994566 -4.489611463
#> 62 -0.72770535 -0.963001992 -1.33478874 -1.90215686 -1.997142199 -2.109924040
#> 63 -1.62358889 -1.755518182 -1.90518544 -2.29588858 -2.515553836 -2.700746003
#> 64 -0.23572246 0.001750739 0.31801329 0.68412547 0.700760407 0.609888508
#> 65 0.79281042 0.662047916 0.40824699 0.55429606 0.752346980 1.014081627
#> 66 1.37843286 1.425184549 1.55168023 1.61650704 1.608715456 1.634769130
#> 67 2.86688170 2.915293905 2.94208502 2.88990000 2.837134804 2.620682123
#> 68 2.69296873 2.632224565 2.55798136 2.39384141 2.378682973 2.398540957
#> 69 0.77791441 0.843075603 0.94018786 1.00102741 0.950653236 0.970987319
#> 70 1.26035663 1.335884848 1.40109009 1.23792330 1.125996853 1.031471791
#> 71 0.97757100 1.047122693 1.03425233 0.99036281 0.982354214 0.940239321
#> 72 -0.27946598 -0.236949964 -0.20790508 -0.21567653 -0.215147296 -0.247179085
#> 73 0.17583281 0.337866757 0.53474413 0.78734432 0.846189299 0.756826115
#> 74 1.06019560 1.395446649 1.77599858 2.48100690 2.765217085 3.041226318
#> 75 0.89062930 1.092518346 1.24241186 1.39784703 1.432104852 1.331943984
#> 76 0.40822834 0.468567776 0.47517748 0.42716691 0.451634391 0.413090893
#> 77 1.69540629 2.046876088 2.54987518 3.22551962 3.372283015 3.454484201
#> 78 2.32510766 2.622863803 2.92621909 3.51881793 3.805337288 4.026325914
#> 79 1.02250930 1.157604460 1.37062660 1.82724570 2.114688313 2.431212358
#> 80 0.90994822 0.978202394 1.05666619 1.20074363 1.380627710 1.579893326
#> 81 1.48674547 1.485947472 1.50064101 1.59730840 1.732156767 1.953279039
#> 82 3.62554016 3.881630757 4.04869707 4.45079873 4.889764428 4.955397184
#> 83 2.71233675 2.754198080 2.79294573 2.79037582 2.922759760 3.064480746
#> 84 1.69379173 2.133350935 2.92858288 4.10560027 4.396844187 4.729938746
#> 85 3.52630871 3.861934434 4.22393228 5.02276745 5.542126375 6.091417572
#> 86 0.50177137 0.352825782 0.28931838 0.31503776 0.496340617 0.761522969
#> 87 0.06965649 0.377263478 0.90050288 1.69811510 1.780956797 2.138564331
#> 88 4.07265138 4.676729661 5.56324676 7.07407273 7.856521690 8.809585647
#> 89 0.54096737 0.690487026 0.83182720 1.03301190 1.189410413 1.373343929
#> 90 1.63064170 1.849918975 2.18278998 2.76049174 3.006505014 3.380973050
#> 91 4.79456562 5.367112627 6.21693924 7.84747016 8.605746885 9.438329486
#> 92 3.94981027 4.749384697 6.20599482 8.49164274 9.155029934 10.244036920
#> 93 1.79863558 1.953796399 2.26693534 2.88325067 3.323528308 4.069763855
#> 94 2.46531382 2.934969022 3.54672011 4.60811228 5.172378604 5.763784651
#> 95 5.76714899 6.537558860 7.58945425 9.20786220 10.270008216 11.466211309
#> 96 5.73121750 6.611493319 7.96345853 10.13097141 10.913016045 11.784347615
#> 97 0.33872897 0.385434654 0.54725171 0.89410328 0.898654227 0.999132130
#> 98 -1.03423652 -1.102684437 -1.20684084 -1.52065414 -1.849484170 -2.195484081
#> 99 1.30092698 1.455113532 1.51677621 1.63596436 1.840654795 1.950381195
#> 100 0.06249780 0.080116002 0.14626253 0.34483384 0.416038055 0.571630244
#> 101 -0.64211647 -0.700323259 -0.75539544 -0.84275715 -0.916187027 -0.931071706
#> 102 0.92200646 0.825024597 0.73234737 0.65925749 0.743839091 0.886775674
#> 103 0.62785361 0.549382556 0.44119483 0.32639652 0.409173613 0.539011808
#> 104 0.37735974 0.305526138 0.23303898 0.19647639 0.285538661 0.370182292
#> 105 1.65189257 1.823672660 1.99159909 2.22613363 2.364652862 2.414781769
#> 106 0.50544922 0.626896958 0.77511066 0.81058038 0.670087340 0.473472818
#> 107 2.54807449 3.010335949 3.72136487 4.70960061 4.853115935 5.039011332
#> 108 0.09361181 0.319156672 0.55700541 0.78694405 0.680431757 0.484495251
#> 109 1.48124099 1.683255383 2.13529952 2.84955503 3.072197881 3.456319823
#> 110 -1.15803265 -1.054255545 -0.90256716 -0.61336468 -0.546563560 -0.370433338
#> 111 -0.67219215 -0.597973932 -0.54668284 -0.33058072 -0.216026627 -0.073125763
#> 112 -0.26552098 -0.129100163 0.03575888 0.34180655 0.477306897 0.650179323
#> 113 3.59464525 4.197394730 5.11267999 6.47287437 6.753740976 7.132458782
#> 114 1.89607525 2.203956118 2.50990294 3.04481681 3.280651225 3.436542670
#> 115 0.81646667 0.828018735 0.89941578 0.98062862 0.909178661 0.831281453
#> 116 5.02940960 5.653702762 6.66389476 8.17872000 8.605032726 9.097996067
#> 117 4.08695399 4.559264824 5.33613824 6.52186963 6.939114148 7.399513263
#> 118 4.11290408 4.571084866 5.15672382 6.09092964 6.549638208 6.836576229
#> 119 0.07805511 0.139794403 0.19290398 0.27749609 0.290768196 0.251614483
#> 120 1.46483941 1.575285480 1.61971423 1.72676156 1.903171051 1.964113297
#> 121 5.87982714 6.607949849 7.76058891 9.61997585 10.327305010 11.209295188
#> 122 4.55763677 5.037875623 5.75979208 7.00487869 7.583142759 8.308784804
#> 123 4.87129767 5.412652434 6.17659103 7.55413456 8.240723073 9.095642954
#> 124 6.31264972 6.965298109 8.01068951 9.68025989 10.370842451 11.138424462
#> 125 2.80281199 3.065888904 3.38575545 3.91139875 4.223121248 4.417166147
#> 126 2.44137387 2.651493972 2.88320409 3.23015116 3.442863795 3.556506600
#> 127 0.48607361 0.408873333 0.36331303 0.41598826 0.486834658 0.640760596
#> 128 0.25296859 0.155302300 0.02963284 -0.08396033 -0.128748890 -0.165821276
#> 129 0.16755427 0.060579580 -0.11799226 -0.36449103 -0.346297460 -0.374183306
#> 130 1.49063214 1.632403489 1.79028347 2.09855004 2.281691297 2.356317106
#> 131 1.71562271 1.962873897 2.33620099 3.07914814 3.373967465 3.814929866
#> 132 1.91069639 2.202396227 2.61901649 3.38761844 3.732411121 4.094811315
#> 133 2.25385027 2.574948954 3.04712151 3.90806349 4.225017647 4.579027788
#> 134 1.80346372 2.078393157 2.52465914 3.28788028 3.533173930 3.894287178
#> 135 2.10993365 2.398355397 2.87944483 3.68579574 3.948009510 4.339652477
#> 136 1.21228440 1.173413149 1.19908432 1.32327401 1.312499564 1.336056649
#> 137 0.05916081 0.041883422 0.15496205 0.36707996 0.411688946 0.527597487
#> 138 1.69449642 1.901411520 2.22566493 2.79755050 2.929604863 3.065910721
#> 139 1.53786871 1.765195271 2.08421452 2.54594855 2.691082215 2.824892861
#> 0.0334 0.0311 0.0290 0.0271 0.0252 0.0235
#> 1 -1.28123707 -1.35120710 -1.45865244 -1.58615446 -1.73931429 -1.648614569
#> 2 0.32758769 0.13290042 -0.04476497 -0.17926285 -0.18610647 -0.166398832
#> 3 -0.28607895 -0.29278132 -0.35170482 -0.42090075 -0.51755162 -0.684846565
#> 4 -3.66770489 -3.65728741 -3.65828966 -3.67685758 -3.68862958 -3.496124373
#> 5 0.10077679 0.16060306 0.21208810 0.25923799 0.27032897 0.317412492
#> 6 -2.93075404 -2.84332415 -2.74540803 -2.66455398 -2.61764805 -2.284479939
#> 7 -2.48462013 -2.65139051 -2.83377180 -3.01410398 -3.11045115 -3.709728157
#> 8 -2.36220891 -2.48659980 -2.60259569 -2.73804924 -2.87073179 -2.863078399
#> 9 1.04024070 0.96372643 0.92180712 0.90401508 0.93554122 0.910029852
#> 10 -3.14506567 -3.38591762 -3.67109409 -3.97519081 -4.23557453 -4.700391928
#> 11 -2.32596965 -2.18485622 -2.02328670 -1.85476704 -1.68623187 -1.642035952
#> 12 -3.08024825 -3.06342967 -2.97461521 -2.85673803 -2.64551671 -2.595677224
#> 13 5.88444961 5.69963027 5.34450957 4.94780919 4.49304110 2.893664573
#> 14 -0.10261725 -0.13792709 -0.22090880 -0.28604653 -0.28623888 -0.281168119
#> 15 -1.58777038 -1.64710233 -1.67924739 -1.67612222 -1.58273224 -1.420882439
#> 16 0.76480714 0.65803048 0.49329720 0.32286011 0.14145495 -0.355277664
#> 17 -2.11106233 -2.25075824 -2.41119976 -2.57842653 -2.70210453 -2.959834091
#> 18 -4.33383151 -4.43725962 -4.51182689 -4.60003681 -4.66022216 -4.562634326
#> 19 1.25988151 1.10872981 0.99587459 0.91626433 0.93687736 0.876045051
#> 20 -2.39941786 -2.30015486 -2.16974847 -2.05347992 -1.97689445 -1.760444391
#> 21 -3.96547698 -3.95091817 -3.92387099 -3.91380782 -3.90841679 -3.924310063
#> 22 -0.72514637 -0.59040811 -0.48372981 -0.37915381 -0.28405010 -0.228323178
#> 23 -2.75415310 -2.81563235 -2.88442004 -2.96721863 -3.03757649 -3.011871399
#> 24 -3.32053530 -3.42267434 -3.55538648 -3.70576644 -3.84777304 -3.966616533
#> 25 -4.17872979 -4.21680377 -4.22771433 -4.25012479 -4.25848690 -4.404587706
#> 26 -4.13890448 -4.25408963 -4.38349468 -4.54552260 -4.71215392 -5.046087240
#> 27 -2.43791887 -2.47104951 -2.52490344 -2.61804030 -2.76868334 -3.413446701
#> 28 -5.45214534 -5.56245451 -5.62442841 -5.69442383 -5.71504539 -5.686827377
#> 29 -6.03866416 -6.16103209 -6.30713067 -6.48350025 -6.65114465 -7.216300043
#> 30 -1.17090935 -1.16739364 -1.16396171 -1.16891649 -1.16314398 -1.314084855
#> 31 0.97519384 0.90392748 0.78360536 0.66249790 0.55659058 0.601235384
#> 32 0.84543445 0.75454894 0.61069037 0.44694200 0.26430558 -0.149648424
#> 33 -5.95524648 -6.05703614 -6.09939071 -6.12050485 -6.02489169 -5.442591156
#> 34 -5.88034001 -6.07627082 -6.28610733 -6.52106683 -6.70856321 -7.151899989
#> 35 -1.03012394 -1.04978612 -1.07084225 -1.10917095 -1.17425032 -1.350542107
#> 36 -0.67717656 -0.64188589 -0.55880270 -0.47591135 -0.41723737 -0.308229445
#> 37 -1.05294910 -0.98414261 -0.90501494 -0.83933545 -0.82136313 -0.845686811
#> 38 -4.69345310 -4.75528798 -4.81475576 -4.89309699 -4.95927181 -4.897591657
#> 39 -3.72933938 -3.79370577 -3.85693515 -3.94047037 -4.02367518 -4.154985704
#> 40 -4.20114872 -4.22973915 -4.27183454 -4.34425896 -4.43430205 -4.616824350
#> 41 -2.99761752 -3.06243658 -3.14620733 -3.25660255 -3.38450734 -3.818725805
#> 42 -7.96831112 -8.29093458 -8.62623596 -8.98492769 -9.24779704 -9.590295779
#> 43 -2.97206206 -3.16411007 -3.34857237 -3.54048395 -3.69857814 -4.227183959
#> 44 -6.37783564 -6.51554135 -6.66136050 -6.83304342 -6.98460138 -7.062713227
#> 45 -5.96472799 -6.08802391 -6.19294823 -6.29861577 -6.33567813 -6.230704059
#> 46 0.16420412 0.05245850 -0.02508960 -0.07171663 -0.04838252 0.007829422
#> 47 -4.78232965 -4.91307109 -5.03528958 -5.15479201 -5.19684795 -5.334143236
#> 48 -3.89147356 -4.06061132 -4.24629250 -4.44361418 -4.58540112 -5.108931855
#> 49 -1.61119951 -1.72120436 -1.82505238 -1.92239065 -1.97243964 -2.130848888
#> 50 -3.27247777 -3.22713335 -3.18549762 -3.18689161 -3.26140774 -3.430725143
#> 51 -1.20841834 -1.09650909 -0.96465854 -0.84967837 -0.78290911 -0.708585029
#> 52 -1.41087193 -1.37837673 -1.38788954 -1.42626536 -1.52125300 -1.845425497
#> 53 0.57939728 0.66046305 0.74577440 0.80854015 0.79078967 0.616924472
#> 54 -0.01603430 -0.10918953 -0.24384165 -0.40498639 -0.58253920 -1.212204937
#> 55 -0.10566510 -0.12785332 -0.12579248 -0.11651094 -0.10573903 0.063463925
#> 56 -0.50027633 -0.70059818 -0.86491266 -1.01357402 -1.07472614 -0.997813115
#> 57 -5.47695358 -5.66723525 -5.90224146 -6.18551880 -6.47432450 -7.312661253
#> 58 -3.71259414 -3.70113386 -3.76234424 -3.83784711 -3.91388369 -4.062514603
#> 59 -1.34338810 -1.52412866 -1.72711570 -1.93621932 -2.09869912 -2.557742107
#> 60 -3.87038330 -4.07215339 -4.31457471 -4.59288475 -4.85860550 -5.677102065
#> 61 -4.65851710 -4.77653842 -5.04859486 -5.40965230 -5.86037149 -6.926523494
#> 62 -2.21322272 -2.26008358 -2.37021385 -2.51999195 -2.71250259 -3.181162731
#> 63 -2.88454559 -2.93040988 -2.95935642 -2.97180530 -2.91454172 -2.903298636
#> 64 0.51732633 0.45803066 0.42992137 0.42755046 0.45722063 0.617084791
#> 65 1.26804246 1.65579949 2.25141312 2.99389013 3.89987981 6.075743085
#> 66 1.65445088 1.52528905 1.31818697 1.10306099 0.89463982 0.240851831
#> 67 2.43269869 2.31498135 2.27021483 2.28793663 2.44073056 3.474191344
#> 68 2.44586676 2.45269671 2.49427285 2.55841573 2.65634725 3.206864145
#> 69 1.00774362 1.10164244 1.28162149 1.52326616 1.86055141 2.630955312
#> 70 0.96414026 0.96768282 1.04208852 1.16404682 1.39425428 2.009906059
#> 71 0.92317216 0.90728870 0.88437546 0.84581222 0.78399754 1.232491096
#> 72 -0.28648260 -0.25717813 -0.16680324 -0.04129306 0.14846185 0.849602976
#> 73 0.66961197 0.65970509 0.69727763 0.77347734 0.90906805 1.470863293
#> 74 3.33154125 3.51896822 3.71376614 3.90097982 3.98740165 4.054029880
#> 75 1.25835735 1.24984966 1.27338638 1.31963443 1.40555969 1.569517739
#> 76 0.39392681 0.41689798 0.43419734 0.45426523 0.47859198 0.463884096
#> 77 3.53475953 3.47991843 3.41558486 3.36307508 3.31160829 3.459879010
#> 78 4.27890479 4.44118630 4.60814362 4.77435966 4.85265615 4.965637669
#> 79 2.75944858 2.97421506 3.16626719 3.34506101 3.41190240 3.404108635
#> 80 1.80273926 1.96734461 2.10757390 2.22879243 2.25117816 2.119203024
#> 81 2.19367165 2.31454102 2.38194857 2.43962009 2.44465653 2.430055747
#> 82 5.09068950 5.29818446 5.50472141 5.77465207 6.05599078 6.911317614
#> 83 3.22178149 3.29905423 3.40402868 3.53889557 3.68632094 3.589108099
#> 84 5.03520019 5.00679060 4.85841526 4.73518877 4.61621155 4.940417267
#> 85 6.66112127 7.01271353 7.37438077 7.78625605 8.16184850 9.619218251
#> 86 1.00623815 1.07299128 1.04250245 1.02059541 1.00424128 0.987721214
#> 87 2.48598034 2.45213278 2.22107981 1.91570960 1.47939264 0.986902946
#> 88 9.77793786 10.31779075 10.80712387 11.35057435 11.80874067 12.951141432
#> 89 1.58752993 1.83861723 2.10893422 2.43694077 2.80991893 3.821408881
#> 90 3.76123789 4.02160901 4.33790786 4.68394662 4.99079536 5.987748026
#> 91 10.25226301 10.70775767 11.26967025 11.91373563 12.48692953 13.985846341
#> 92 11.28385594 11.81762446 12.52885394 13.35138916 14.13993353 16.000436567
#> 93 4.77711509 5.24095282 5.81694523 6.46116186 7.08171595 7.985466249
#> 94 6.37409313 6.74801213 7.08884201 7.46187163 7.73514636 8.224727606
#> 95 12.70334282 13.60995011 14.63577318 15.78700457 16.85047010 18.682915837
#> 96 12.64333746 13.06805155 13.59410694 14.22544041 14.80014673 17.142421963
#> 97 1.06929598 1.02970674 1.00179491 0.98426932 0.96884341 1.144569452
#> 98 -2.55178119 -2.82797866 -3.14422683 -3.45040880 -3.62573287 -4.100012473
#> 99 2.10726142 2.31709348 2.56417771 2.80761316 2.96926995 3.137686972
#> 100 0.71437809 0.76139748 0.77736535 0.77776359 0.72959691 0.470064507
#> 101 -0.97009604 -1.02848536 -1.09894648 -1.16740612 -1.20127069 -1.470666420
#> 102 1.00708696 1.02730071 1.08042540 1.13615439 1.17261479 1.269423326
#> 103 0.65614504 0.67581660 0.68006721 0.67909066 0.65420494 0.659237092
#> 104 0.43995695 0.45404509 0.46825713 0.48677229 0.48911847 0.617404565
#> 105 2.48407155 2.54257590 2.62453457 2.72895539 2.83623940 2.988692406
#> 106 0.27754382 0.09700414 -0.08387518 -0.24682748 -0.32169845 -0.458467436
#> 107 5.22357804 5.19456118 5.16876863 5.17274727 5.18825886 4.890917084
#> 108 0.31302525 0.15696669 -0.06892771 -0.30057152 -0.49829221 -1.028239572
#> 109 3.80195575 3.96222986 4.18655642 4.48147638 4.82852901 5.907326186
#> 110 -0.19925599 -0.02975562 0.20751480 0.44014927 0.61930991 0.855607692
#> 111 0.07238316 0.22952790 0.43242571 0.62854300 0.76369831 1.065510293
#> 112 0.81599605 0.95669434 1.16165114 1.37547930 1.56100963 1.774420445
#> 113 7.55005774 7.60142919 7.54060714 7.45207652 7.24241245 6.712618706
#> 114 3.64053700 3.80167819 3.96176531 4.11434613 4.17880829 4.022282945
#> 115 0.75464017 0.65846888 0.55035331 0.46361802 0.43666579 0.463854460
#> 116 9.58771052 9.71543877 9.90635109 10.14493572 10.34744606 10.988263429
#> 117 7.85431522 8.01991677 8.24934746 8.52277187 8.76640495 9.291989536
#> 118 7.15753979 7.31659503 7.47929102 7.67978513 7.84934503 8.501940037
#> 119 0.23821343 0.26684359 0.29865919 0.31371232 0.27882808 0.059764187
#> 120 2.06493727 2.21987270 2.41047600 2.61696952 2.79839988 3.208518493
#> 121 12.10477510 12.53747023 13.02447277 13.56187848 13.98999063 14.667856399
#> 122 9.03699399 9.39143344 9.79765205 10.22615312 10.53030265 10.833209271
#> 123 9.96016544 10.38128760 10.80581359 11.23488493 11.49173032 11.453045045
#> 124 11.87702459 12.12316683 12.43906217 12.81793907 13.12780142 13.475932100
#> 125 4.64302793 4.77702087 4.90971884 5.05499110 5.13370963 5.345629872
#> 126 3.70711160 3.79099256 3.86613545 3.93380475 3.92271462 3.689180052
#> 127 0.79065702 0.88302778 0.98501129 1.08446134 1.14427908 1.380165784
#> 128 -0.19099231 -0.19855808 -0.20955092 -0.23695406 -0.29863453 -0.300924817
#> 129 -0.37697135 -0.29459810 -0.20080806 -0.11133315 -0.05563197 0.001095144
#> 130 2.46575805 2.55700182 2.61004582 2.66391396 2.66904005 2.700159019
#> 131 4.26543397 4.52153833 4.78064970 5.03219948 5.17106675 5.304702757
#> 132 4.47539901 4.74206476 5.03187515 5.34352337 5.58404758 5.929601423
#> 133 4.94952065 5.15854220 5.37559233 5.60324180 5.74851301 5.894025048
#> 134 4.27261950 4.48877476 4.72124509 4.95337582 5.09604207 5.155012676
#> 135 4.74356831 4.92193914 5.07091941 5.21490651 5.26916140 5.299017513
#> 136 1.37358347 1.32830845 1.22620817 1.11377110 0.97037067 0.828964483
#> 137 0.64907484 0.78194583 0.94691300 1.14567013 1.35653964 2.117763169
#> 138 3.21461116 3.28553969 3.36935805 3.47929574 3.58413689 3.790046980
#> 139 2.97962879 3.06278217 3.13842808 3.22787579 3.29934605 3.411554545
#> 0.0220 0.0205 0.0191 0.0178 0.0166
#> 1 -1.54680901 -1.51149235 -7.46410718 -7.35883048 -7.262985003
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#> 8 -2.92619554 -3.03550955 -6.90187472 -6.85780611 -6.815296308
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#> 10 -4.95809883 -5.29815395 -11.21592412 -11.32603393 -11.430570244
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#> 12 -2.78098365 -2.94566317 -4.06246106 -4.20829982 -4.343279404
#> 13 2.19572422 1.67301340 -0.16709413 -0.26041312 -0.345326499
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#> 29 -7.65663011 -8.18244747 -22.96973057 -23.14151853 -23.309744823
#> 30 -1.44880911 -1.56171001 0.12104801 0.10680060 0.095608661
#> 31 0.88818265 1.14812777 1.46945157 1.56301010 1.652723070
#> 32 -0.22642707 -0.31610453 -1.06061568 -1.08460539 -1.104898777
#> 33 -5.14284465 -5.01254104 -4.25409336 -4.25695739 -4.259356040
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#> 37 -0.90173213 -0.97680604 0.05399113 0.04702361 0.039855921
#> 38 -4.87998221 -4.95413395 -7.39111740 -7.38880788 -7.390313990
#> 39 -4.28039367 -4.46412927 -7.38846578 -7.44574590 -7.501797930
#> 40 -4.76181391 -4.95491568 -8.13595407 -8.17468471 -8.214213422
#> 41 -4.11353464 -4.43724010 -6.82785234 -6.89829107 -6.967407239
#> 42 -9.82279998 -10.21515415 -17.45352356 -17.53179132 -17.608605752
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#> 52 -1.96117864 -2.07189476 -3.31734869 -3.28974398 -3.265786463
#> 53 0.37972043 0.15859704 -0.80811054 -0.78084795 -0.755509833
#> 54 -1.56175039 -1.85771133 -2.07510159 -2.10481471 -2.131376633
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#> 64 0.61940413 0.66019066 2.07100921 2.05679068 2.047514234
#> 65 7.09102387 8.10096496 6.18860983 5.90320429 5.642211367
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#> 67 4.07445191 4.67424351 2.60489368 2.70331163 2.802863872
#> 68 3.46745337 3.77097911 5.07934455 5.21718200 5.353184173
#> 69 2.88092839 3.18782419 3.48878417 3.42560265 3.372148417
#> 70 2.23690807 2.46285103 3.72219312 3.79597673 3.871288563
#> 71 1.62230932 1.94446113 2.17389403 2.41176456 2.641391232
#> 72 1.25097534 1.64338071 3.46674224 3.52978675 3.592776167
#> 73 1.80960964 2.09117582 4.58040989 4.66881067 4.753441602
#> 74 4.07947493 4.19414342 6.38153611 6.47681293 6.569416501
#> 75 1.60790809 1.68728459 3.53410250 3.52523663 3.522338607
#> 76 0.51189397 0.59821352 -0.59601366 -0.61012479 -0.621133728
#> 77 3.65068902 3.91258122 6.46712826 6.63011266 6.788850935
#> 78 5.00947634 5.13532732 10.56654757 10.69551912 10.819662642
#> 79 3.47148085 3.58818881 7.05946197 7.11318691 7.164914120
#> 80 2.04554036 2.05350661 2.45306438 2.48369558 2.514242898
#> 81 2.59029286 2.81847144 3.65159488 3.70725030 3.763367480
#> 82 7.64199292 8.46163009 12.48835597 12.58314588 12.676610608
#> 83 3.37213394 3.26992470 4.16819924 4.18860495 4.211430048
#> 84 5.47890490 6.02007818 12.57860155 12.87268701 13.149369668
#> 85 10.62138370 11.64943102 23.59778234 24.05245897 24.484269235
#> 86 1.25159188 1.47857108 9.38842821 9.50139425 9.608344057
#> 87 1.09251939 1.20900621 1.83698494 1.95582643 2.073148949
#> 88 13.99837623 15.19402038 29.92923180 30.25983664 30.579325522
#> 89 4.56174570 5.32374000 12.02988414 11.99015088 11.959666192
#> 90 6.58608016 7.17892619 13.08885044 13.25009259 13.406418288
#> 91 14.80657554 15.74215131 23.50680307 23.67016897 23.831578207
#> 92 16.74663339 17.58654089 27.14854756 27.33998645 27.530167773
#> 93 8.35865161 8.85376317 12.53609080 12.49336375 12.458745551
#> 94 8.59848100 9.01992804 11.77148313 11.84408443 11.914372704
#> 95 19.73269238 21.00029379 44.16196421 44.42115090 44.675524805
#> 96 18.47450953 19.78365145 27.89371919 28.51316788 29.099129316
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#> 101 -1.56300998 -1.63730228 -0.15056923 -0.14660402 -0.143570134
#> 102 1.21776740 1.18124635 4.68625109 4.72932759 4.770881375
#> 103 0.69866973 0.75213909 1.16989922 1.22202499 1.270820641
#> 104 0.71136173 0.79670565 0.48946287 0.49608233 0.502101200
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#> 106 -0.50284429 -0.52824237 0.95278272 1.01091756 1.065522717
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#> 108 -1.21981095 -1.38439981 0.15012951 0.16396896 0.175585101
#> 109 6.55478551 7.22606452 16.05311979 16.21014624 16.359571999
#> 110 0.74000342 0.63807823 -0.55563502 -0.59473388 -0.631559643
#> 111 1.11195912 1.15785208 0.42248858 0.42015626 0.418656486
#> 112 1.71292794 1.68717645 3.83298949 3.82165441 3.812252393
#> 113 6.50577887 6.44528935 9.92827380 10.06945882 10.205620934
#> 114 3.89523789 3.87710270 6.16306060 6.14211184 6.126020311
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#> 116 11.22427430 11.56702526 19.82892219 20.08469508 20.330493471
#> 117 9.53072638 9.91225466 19.52854808 19.72964064 19.924285741
#> 118 9.06443594 9.70565646 19.14944774 19.40323097 19.646533494
#> 119 -0.16815789 -0.37887100 0.19454756 0.14237679 0.095393432
#> 120 3.46283598 3.77233093 12.25445804 12.29864436 12.345795229
#> 121 15.01166978 15.56730460 32.02183784 32.20365899 32.382909044
#> 122 10.86708922 11.05370449 21.16996520 21.22695620 21.287629462
#> 123 11.43018808 11.58172630 22.51128703 22.51684465 22.530702661
#> 124 13.51834078 13.77649385 26.35276651 26.46342322 26.573598922
#> 125 5.54048296 5.81494210 15.48760194 15.63350449 15.774498320
#> 126 3.56414898 3.53488906 8.54487722 8.55800062 8.573812755
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#> 131 5.38077323 5.54930656 11.93159061 12.00277764 12.072492985
#> 132 6.14006581 6.43022323 12.76326775 12.80120015 12.838892271
#> 133 5.98500512 6.17178212 12.08251187 12.12867197 12.174372636
#> 134 5.13085507 5.21442338 10.97606488 10.99091663 11.008515567
#> 135 5.37997219 5.55352240 11.12342212 11.21928713 11.310946932
#> 136 0.83419392 0.86730545 1.01197261 1.05652614 1.097397249
#> 137 2.54734881 2.96653465 7.78954225 7.93694642 8.073655483
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#> 0.0155 0.0144 0.0135 0.0126 0.0117
#> 1 -7.17462238 -7.09354817 -5.50575360 -5.50640964 -5.50704802
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#> 64 2.04230132 2.01928774 1.73844387 1.73850776 1.73856992
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#> 66 -0.25599572 -0.27311761 -1.11611429 -1.11611622 -1.11611809
#> 67 2.90407944 2.99606054 3.75867726 3.75868690 3.75869627
#> 68 5.48779875 5.59934932 5.25960151 5.25988108 5.26015313
#> 69 3.32718236 3.30138123 5.11967906 5.11999364 5.12029973
#> 70 3.94789913 4.02373743 3.39959747 3.39986379 3.40012294
#> 71 2.86434391 3.06071954 3.17648764 3.17657560 3.17666119
#> 72 3.65603476 3.72280725 5.62554510 5.62586258 5.62617150
#> 73 4.83510324 4.91203778 3.85142109 3.85179212 3.85215317
#> 74 6.65943795 6.74024743 9.42173539 9.42247783 9.42320025
#> 75 3.52434778 3.54481725 6.01480332 6.01523646 6.01565792
#> 76 -0.62953058 -0.63834252 0.07152374 0.07153351 0.07154301
#> 77 6.94393967 7.08292109 10.25177906 10.25241128 10.25302644
#> 78 10.93946552 11.05377696 13.72574352 13.72689828 13.72802191
#> 79 7.21480298 7.26605382 7.89104414 7.89179495 7.89252552
#> 80 2.54451168 2.57165809 4.13794134 4.13831893 4.13868634
#> 81 3.81981792 3.87320296 4.55424170 4.55456456 4.55487872
#> 82 12.76918581 12.87803118 18.23329652 18.23474829 18.23616093
#> 83 4.23565270 4.26490809 5.08250372 5.08308221 5.08364512
#> 84 13.41190674 13.67037010 16.53649771 16.53765566 16.53878240
#> 85 24.89708258 25.26054639 25.81065324 25.81270056 25.81469273
#> 86 9.71010253 9.79735443 4.45576462 4.45632113 4.45686270
#> 87 2.18984841 2.29639216 3.90429588 3.90417253 3.90405250
#> 88 30.88931333 31.17017529 31.51321273 31.51574155 31.51820224
#> 89 11.93758033 11.94484815 17.19717396 17.19842635 17.19964496
#> 90 13.55899715 13.68986572 12.04065644 12.04160948 12.04253683
#> 91 23.99164109 24.14055375 23.86302483 23.86496784 23.86685849
#> 92 27.71933756 27.91151498 26.01590378 26.01798781 26.02001570
#> 93 12.43070391 12.42790719 13.76490513 13.76613414 13.76733003
#> 94 11.98273384 12.05665071 9.29666407 9.29756954 9.29845063
#> 95 44.92506815 45.17471093 48.39346354 48.39773354 48.40188847
#> 96 29.65759724 30.17356869 29.14340533 29.14567747 29.14788837
#> 97 3.43367287 3.48917393 3.34421023 3.34441813 3.34462042
#> 98 -5.45363162 -5.47500964 -5.13986735 -5.14022748 -5.14057791
#> 99 6.81394696 6.86882109 8.76031020 8.76115006 8.76196728
#> 100 0.38142760 0.37907501 2.88373872 2.88398398 2.88422262
#> 101 -0.14143241 -0.13846734 0.55830542 0.55846782 0.55862584
#> 102 4.81106610 4.84669345 4.46478101 4.46513522 4.46547988
#> 103 1.31686235 1.35433004 1.54041398 1.54050535 1.54059425
#> 104 0.50779320 0.51577392 0.56458968 0.56459804 0.56460616
#> 105 8.01662076 8.05228201 9.48113174 9.48194278 9.48273196
#> 106 1.11711587 1.15853561 0.03742858 0.03742137 0.03741434
#> 107 8.81078747 8.82776325 10.16472328 10.16566863 10.16658849
#> 108 0.18530016 0.19558218 0.16211385 0.16219558 0.16227509
#> 109 16.50304447 16.64096424 18.93022462 18.93172079 18.93317662
#> 110 -0.66652114 -0.69992480 -0.60027213 -0.60034686 -0.60041958
#> 111 0.41791026 0.42047355 1.49043153 1.49048034 1.49052784
#> 112 3.80421668 3.79950873 4.71811365 4.71847681 4.71883020
#> 113 10.33726943 10.46156088 12.30428996 12.30514750 12.30598193
#> 114 6.11360851 6.11528739 8.94330795 8.94405420 8.94478033
#> 115 0.03313725 0.06546933 1.81730289 1.81739709 1.81748875
#> 116 20.56773560 20.78936959 22.16131411 22.16302148 22.16468285
#> 117 20.11306614 20.29246796 22.44309455 22.44483928 22.44653699
#> 118 19.88093426 20.09690456 21.72938000 21.73108349 21.73274108
#> 119 0.05254593 0.02543700 0.36621947 0.36627126 0.36632164
#> 120 12.39529905 12.44323960 14.53206605 14.53327073 14.53444293
#> 121 32.55954106 32.72933715 35.27828576 35.28118505 35.28400620
#> 122 21.35098323 21.41998333 22.12705365 22.12893871 22.13077297
#> 123 22.55093252 22.58591050 22.84773117 22.84974281 22.85170026
#> 124 26.68285064 26.80265029 29.89371648 29.89623944 29.89869440
#> 125 15.91107828 16.04485494 20.92332758 20.92502702 20.92668064
#> 126 8.59148673 8.61892265 12.99085757 12.99192260 12.99295891
#> 127 6.10276380 6.16943740 7.33911570 7.33969108 7.34025095
#> 128 2.61431147 2.64530195 3.50403666 3.50427376 3.50450446
#> 129 0.85464655 0.84028222 1.52823176 1.52840864 1.52858075
#> 130 8.94608640 9.01733767 10.29574279 10.29667779 10.29758760
#> 131 12.14081726 12.20335734 13.77169351 13.77283109 13.77393801
#> 132 12.87626488 12.91846012 14.18903104 14.19028927 14.19151359
#> 133 12.21951530 12.26348727 13.49386225 13.49502456 13.49615554
#> 134 11.02816807 11.05235243 12.79390892 12.79495896 12.79598069
#> 135 11.39903349 11.46907070 11.95764438 11.95864092 11.95961060
#> 136 1.13543261 1.16190506 1.06982004 1.06985289 1.06988485
#> 137 8.20166096 8.31877156 8.53355464 8.53424801 8.53492268
#> 138 6.91052201 6.94240926 7.15701120 7.15764202 7.15825583
#> 139 8.61161541 8.69476231 8.30735497 8.30811181 8.30884824
#> 0.0109 0.0102
#> 1 -5.50766920 -4.1026301
#> 2 -2.99548287 -78.4467335
#> 3 -2.21851267 -2.1208300
#> 4 -12.02378827 -132.9817326
#> 5 -2.56214838 -5.8691589
#> 6 -5.09325952 -50.6891894
#> 7 -6.01328223 -51.1285140
#> 8 -6.88156447 -123.1604339
#> 9 -0.60403242 -13.2055207
#> 10 -12.42745518 -109.6655001
#> 11 -6.58932923 -3.9553410
#> 12 -5.28202630 -2.2488537
#> 13 -0.51826747 -13.9764731
#> 14 -2.00306700 -1.2832181
#> 15 -2.00834200 -3.6284799
#> 16 -1.75865798 -2.7842993
#> 17 -9.21586000 -116.5527387
#> 18 -6.73641673 -39.9728046
#> 19 0.41926985 -1.4219597
#> 20 -3.96071080 -22.7626309
#> 21 -9.44248169 -138.0419483
#> 22 -0.34097298 -2.2084070
#> 23 -6.36636559 -2.4735767
#> 24 -5.85976464 -14.5351651
#> 25 -7.58334815 -102.0947184
#> 26 -6.55765373 -32.2044749
#> 27 -7.73481585 -21.0366902
#> 28 -12.92086921 -125.3479053
#> 29 -27.53599334 -249.1736335
#> 30 0.09959460 -18.1185547
#> 31 1.67980354 -13.2198147
#> 32 -3.26000595 -1.3783658
#> 33 -7.92471960 -7.1739644
#> 34 -16.09939705 -181.8938868
#> 35 -1.58619828 -5.8697651
#> 36 -1.24032064 -13.2282320
#> 37 -0.90422806 -9.9961584
#> 38 -8.99714059 -90.4238873
#> 39 -8.94480171 -75.6104913
#> 40 -9.36216094 -74.3565737
#> 41 -7.56020620 -65.5538468
#> 42 -20.05613566 -220.0896144
#> 43 -7.75324223 -100.0062319
#> 44 -12.84262055 -170.3419978
#> 45 -9.87560011 -149.5340387
#> 46 -0.06983750 -2.4583061
#> 47 -8.63357407 -142.7619768
#> 48 -6.61009993 -124.8135710
#> 49 0.30425325 -0.9050517
#> 50 -8.07295327 -84.1957760
#> 51 -1.17157266 -2.0326439
#> 52 -4.30988000 -36.1679506
#> 53 -3.06976490 -14.2076234
#> 54 -1.63977653 -30.4061762
#> 55 -3.47138293 -13.5689439
#> 56 -3.59348506 -43.0835833
#> 57 -17.55153617 -236.4386650
#> 58 -1.80959626 -28.0685300
#> 59 -4.82420358 -83.4980276
#> 60 -14.32282784 -207.7871084
#> 61 -14.20566040 -176.0103982
#> 62 -1.33962492 -3.3153786
#> 63 -4.92864951 -49.1375177
#> 64 1.73863040 2.0401616
#> 65 3.14114080 2.5208701
#> 66 -1.11611989 2.2057284
#> 67 3.75870539 64.4134345
#> 68 5.26041784 21.6205216
#> 69 5.12059757 84.2034966
#> 70 3.40037513 85.7996317
#> 71 3.17674447 132.9811391
#> 72 5.62647207 79.5802859
#> 73 3.85250450 82.9194523
#> 74 9.42390319 115.1502323
#> 75 6.01606801 98.2309922
#> 76 0.07155226 7.5043768
#> 77 10.25362502 155.7068270
#> 78 13.72911526 168.3367948
#> 79 7.89323641 109.2930854
#> 80 4.13904384 49.2067311
#> 81 4.55518442 49.0268598
#> 82 18.23753548 219.5862401
#> 83 5.08419289 114.4567375
#> 84 16.53987878 205.1838614
#> 85 25.81663124 276.4510640
#> 86 4.45738975 158.8357849
#> 87 3.90393569 3.9636001
#> 88 31.52059666 442.3425134
#> 89 17.20083071 208.3356590
#> 90 12.04343919 129.5515824
#> 91 23.86869821 325.0617804
#> 92 26.02198897 352.0994117
#> 93 13.76849371 178.3185429
#> 94 9.29930800 213.6646424
#> 95 48.40593147 562.6614045
#> 96 29.15003971 436.2727853
#> 97 3.34481727 69.1209761
#> 98 -5.14091890 -0.4718662
#> 99 8.76276247 137.4714802
#> 100 2.88445482 61.3868952
#> 101 0.55877961 21.1627785
#> 102 4.46581525 43.1166196
#> 103 1.54068075 1.2219007
#> 104 0.56461406 6.5670724
#> 105 9.48349986 94.7711800
#> 106 0.03740750 3.5162117
#> 107 10.16748356 93.1204504
#> 108 0.16235245 2.1580866
#> 109 18.93459322 157.1945316
#> 110 -0.60049033 1.4408080
#> 111 1.49057405 28.9877192
#> 112 4.71917407 87.9848886
#> 113 12.30679386 187.8531615
#> 114 8.94548688 107.1019415
#> 115 1.81757793 4.0826643
#> 116 22.16629944 293.2812695
#> 117 22.44818896 271.5656974
#> 118 21.73435399 306.0812230
#> 119 0.36637067 27.0476669
#> 120 14.53558355 122.2158356
#> 121 35.28675134 355.1017125
#> 122 22.13255782 213.2425006
#> 123 22.85360498 234.1365917
#> 124 29.90108320 236.4492161
#> 125 20.92828967 240.6994468
#> 126 12.99396727 127.9188818
#> 127 7.34079573 34.2208003
#> 128 3.50472893 7.9996112
#> 129 1.52874821 1.6788971
#> 130 10.29847288 119.1437571
#> 131 13.77501511 122.4393485
#> 132 14.19270492 159.8485258
#> 133 13.49725605 146.9850080
#> 134 12.79697488 157.5702237
#> 135 11.96055415 113.6680697
#> 136 1.06991593 56.0367710
#> 137 8.53557916 151.2859013
#> 138 7.15885310 87.8775042
#> 139 8.30956484 140.7701849
#>
#> $penalty.factor
#> [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [39] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $n
#> [1] 139
#>
#> $y
#> [1] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
#> [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1
#> [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#> [112] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
#>
#> $X
#> V1 V10 V11 V12 V13
#> [1,] -0.375703254 0.03623782 -0.603085292 -0.6875942565 -0.312940999
#> [2,] -0.772321711 -0.60959730 -1.181275582 -0.3792591789 -1.825520063
#> [3,] 1.853292476 1.82658120 1.416609635 1.0947328994 1.173127430
#> [4,] 0.088340341 1.10525886 -0.462508807 -1.3824762362 -1.583242307
#> [5,] -0.518485898 -1.38200694 -1.244812977 -1.0831655999 -1.028728171
#> [6,] -0.681099466 -0.93670859 -1.445749987 -1.2403412858 -0.469059188
#> [7,] -0.855611587 -0.62789723 -1.009724617 -0.9635917527 -0.580992985
#> [8,] -0.811983557 -0.12846158 -0.375144890 0.0381212310 1.038365030
#> [9,] -0.677133281 0.04310029 -0.578464552 -0.4476945254 0.267347367
#> [10,] 0.012982834 -0.92374614 0.085501220 0.8638576096 0.083982135
#> [11,] 0.227156801 0.64699806 -0.032042959 -0.1950101691 -0.142094678
#> [12,] -0.407432730 -0.66907208 -0.898534177 -0.6733055577 0.631132205
#> [13,] -0.669200912 2.94058958 2.750894920 2.1979708477 2.068597801
#> [14,] 0.707065134 1.29283317 0.518349720 0.3103585434 -0.266547386
#> [15,] 1.464606388 -0.17192391 0.397628671 1.2278434085 0.724655838
#> [16,] -0.776287895 -0.13837404 -0.724600559 -0.4544628563 0.377808350
#> [17,] -0.570046298 -0.65458463 -1.208278975 -0.7357246100 -0.263601759
#> [18,] -0.466925499 -1.10598296 -0.546695855 0.7367633947 1.397731429
#> [19,] -0.772321711 0.46094875 0.800296909 0.5908682604 -0.170078127
#> [20,] -0.217055871 -1.27678233 -0.344964627 -0.0468589245 0.178978580
#> [21,] -0.395534177 -1.38886942 -1.302790849 -1.3967649349 0.249673610
#> [22,] -0.351906146 -0.37398567 -0.032837177 -0.5349307912 -0.851254191
#> [23,] -0.796118818 -0.56079748 -0.846115826 -1.6720103944 -1.486773048
#> [24,] 0.151799294 -0.87189633 -0.709510428 -1.4847532376 -1.136979934
#> [25,] -0.681099466 -1.21120757 -0.966042659 -1.4862573111 -1.083222256
#> [26,] -0.808017372 -0.93518359 -0.626911815 -1.2019874103 -1.733469244
#> [27,] -0.899239617 0.31378679 -0.605467945 -1.1839385277 -0.195115950
#> [28,] -0.800085003 -1.08539554 -1.175716060 -0.6748096313 -0.826216368
#> [29,] -0.332075223 -1.14029534 -1.190806192 -0.4221252750 -0.872609981
#> [30,] 0.052644680 0.55778589 0.768528211 0.3336716835 -0.776877129
#> [31,] -0.415365099 -1.30728222 -0.722217907 0.7345072843 0.393272888
#> [32,] -0.696964204 -0.91459617 -0.178973184 0.9202603677 0.001504600
#> [33,] 0.231122986 -0.90239621 -1.024814748 -1.1410724316 -0.304104120
#> [34,] -0.649369989 -0.88638377 -1.285318066 -1.2425973961 -1.058184433
#> [35,] -0.823882110 -0.94967104 -0.836585217 -0.4770239596 0.092819013
#> [36,] -0.645403805 -0.87037133 -0.733336951 -0.7680621914 -0.424138389
#> [37,] -0.371737069 -0.65915961 -0.497454374 -0.8342414275 -0.457276684
#> [38,] -0.276548639 -0.46624783 -0.735719603 -1.1643855716 -1.505919618
#> [39,] -0.673167097 -0.58062240 -1.175716060 -1.5012980466 -1.498555553
#> [40,] -0.653336174 -0.44261041 -0.664240035 -1.0500759818 -1.305617035
#> [41,] -0.903205802 -0.67364706 -1.104236492 -1.1937150058 -1.477936169
#> [42,] -0.887341063 -0.88867127 -1.651452302 -0.7086512862 -0.902802650
#> [43,] -0.470891683 -1.21197007 -1.463222770 -0.4830402538 -1.195156052
#> [44,] -0.117901256 -0.97940843 -1.621272039 -0.3281206782 -0.555955162
#> [45,] 0.290615754 -1.18757016 -1.161420147 0.0366171575 -0.882919673
#> [46,] -0.395534177 -0.66525959 -0.672182209 -0.8831238179 -0.905011869
#> [47,] -0.312244301 -0.83148398 -0.925537570 -1.0485719083 -1.083222256
#> [48,] -1.026157523 -0.89629624 -1.136799406 -0.9410306495 -0.783504788
#> [49,] -0.617640513 -0.79945910 -0.879472958 -1.2546299845 -1.597970438
#> [50,] -0.736626050 -0.78344665 -1.109001796 -1.5005460098 -0.822534335
#> [51,] -0.367770885 -0.52877260 -1.211455845 -1.6750185415 -1.037565049
#> [52,] -0.252751532 -1.30880721 -1.424306116 -0.8380016114 -0.286430363
#> [53,] -0.260683901 -0.32976083 0.270553882 0.6480230552 1.051620348
#> [54,] -0.772321711 0.70647284 0.693871773 0.8036946676 0.948523431
#> [55,] 0.453229322 0.14908740 0.003696825 0.6217017681 0.857209018
#> [56,] -0.308278116 -0.21843624 1.358631763 1.2158108201 0.964724375
#> [57,] -0.423297469 -0.19632382 -0.182150054 -0.7319644262 -0.506615923
#> [58,] 2.226113826 0.52423601 0.268965447 -1.1658896451 -1.209884183
#> [59,] -0.082205595 -0.19479883 -0.001862697 -1.1959711161 -0.673043804
#> [60,] -0.236886794 1.22802091 0.481021501 -1.2478616536 -0.553009536
#> [61,] -0.165495471 0.10181257 0.226077706 0.5464980907 2.149602522
#> [62,] -1.069785554 -0.48302277 -1.091529013 -0.1852336910 -0.161241248
#> [63,] -0.451060761 -0.77658418 -1.163008581 -1.3726997581 -1.226821534
#> [64,] 0.778456457 -0.02704945 -1.128857232 0.0005193923 -0.334296789
#> [65,] 4.038660175 0.12773748 0.427808933 -0.1784653601 0.348352088
#> [66,] -0.371737069 -1.36065702 -0.093197702 0.0892597317 -0.657579267
#> [67,] 1.325789928 1.16930863 2.460211340 2.0370349780 1.814537540
#> [68,] 0.159731664 1.76024394 2.513423908 2.4626877924 3.210027962
#> [69,] 1.159210176 0.21999964 0.666868380 1.3241041156 1.869031625
#> [70,] 0.048678496 0.55549840 1.198199842 1.8768511450 1.707022183
#> [71,] -0.708862758 -0.80632157 0.104562439 1.1218062233 0.843953700
#> [72,] 0.528586829 -1.48723155 -0.884238263 -0.0175294903 0.256301269
#> [73,] 1.206804391 -1.30575722 -0.624529163 -0.3559460389 -0.290848802
#> [74,] -0.336041408 -1.05032067 -0.987486529 -0.5680204093 0.034642895
#> [75,] 0.631707628 -0.29621096 0.342033451 0.6217017681 0.993444231
#> [76,] -0.046509934 -0.22606121 -0.296517364 0.2802770725 0.450712599
#> [77,] 0.473060245 -0.06746180 -0.047133091 0.3975948093 0.938950145
#> [78,] -0.264650086 0.12468749 0.200662748 0.4607658984 0.144367472
#> [79,] 0.270784832 -0.47234780 -0.301282669 -0.2574292214 0.147313098
#> [80,] -0.098070334 0.04462528 -0.125760616 -0.0731802116 0.221690160
#> [81,] 0.369939446 0.49907360 1.013941398 1.0811962374 0.868991523
#> [82,] 4.268698880 0.00268794 1.500002465 2.2468532381 3.290296277
#> [83,] 0.588079597 0.77738508 1.132279795 2.1566088251 2.584818797
#> [84,] 2.670326498 2.25815460 0.889249261 -0.5988539171 -0.432238861
#> [85,] 1.964345644 3.46595014 2.091694452 0.0651945549 -0.745948053
#> [86,] 3.126437723 2.97566445 2.331548116 -0.1844816543 -0.192170324
#> [87,] -0.796118818 2.29932945 0.779647255 -1.2501177639 0.251146423
#> [88,] 3.146268646 2.81935253 1.878049963 -0.1010055723 -1.207674963
#> [89,] 1.730340754 -0.72397187 -0.499837026 0.4991197739 0.431566029
#> [90,] -0.518485898 -0.97864593 -0.458537720 0.1388941588 -0.644323949
#> [91,] 1.635152324 -0.62255975 -0.022512350 -0.5507235635 -0.279066297
#> [92,] 0.917272917 -0.32899833 0.139508006 0.2336507924 0.256301269
#> [93,] 0.016949019 -0.81242155 -1.465605423 -1.1974751897 -0.005859465
#> [94,] 1.690678908 -0.96720848 0.131565831 1.0706677226 0.524353255
#> [95,] 2.880534280 -0.52953509 0.111710396 0.1012923201 0.097973859
#> [96,] 1.424944542 1.03587162 -0.190886446 -0.8417617953 1.008172362
#> [97,] -0.347939962 -0.63247221 -0.454566633 -0.5334267177 -1.042719895
#> [98,] -0.340007593 -0.16048646 -0.492689069 -0.7071472126 -0.874082794
#> [99,] -0.649369989 0.01183791 -0.058252135 -0.3807632524 -1.089113508
#> [100,] -0.244819163 0.01107541 -0.896945742 -1.6998357551 -0.656842860
#> [101,] -0.332075223 -0.54783503 -1.257520456 -1.6013189376 -1.057448026
#> [102,] -0.982529493 1.07170899 0.712138774 0.5765795617 -0.266547386
#> [103,] -0.744558419 0.66529799 0.584269767 0.7029217398 -0.152404370
#> [104,] -0.145664548 0.67902294 0.109327743 0.0787312169 -0.304840527
#> [105,] -0.308278116 0.03547532 -0.020129698 -0.3078156853 -0.749630086
#> [106,] -0.883374879 0.19407473 0.082324351 0.2885494770 -0.395418533
#> [107,] -0.522452083 0.57837331 1.050475399 0.9428214709 0.930849673
#> [108,] -0.292413378 -0.19327384 0.143479093 0.3667613015 -0.028688068
#> [109,] 0.461161691 0.18034978 -0.792903258 -0.8733473398 -0.387318061
#> [110,] -1.109447399 -0.44794789 -0.198828620 0.0591782607 -0.227517838
#> [111,] -0.653336174 -0.52496011 -0.271896624 -0.0807005794 -0.405728225
#> [112,] -0.637471435 -0.62027226 0.029111783 -0.1288309329 -0.103065130
#> [113,] -0.458993130 2.97490195 3.086054676 1.5121133093 0.758530539
#> [114,] -0.455026945 0.65157304 0.718492513 0.4051151770 0.272502213
#> [115,] 0.135934556 0.46399873 0.546147331 0.4998718106 -0.256974100
#> [116,] -0.411398915 0.81627243 1.920143487 2.0626042283 1.274015128
#> [117,] -0.002881904 1.07475898 1.479352812 1.9159570572 1.895542261
#> [118,] 1.349587035 1.40034527 1.831191134 2.3581546807 2.093635624
#> [119,] -0.371737069 0.38698652 0.446870152 0.4600138616 0.692253949
#> [120,] 0.393736553 0.37707406 0.563620114 0.6826167469 0.542763419
#> [121,] 0.060577049 1.80599377 2.266422287 2.3423619085 2.000111992
#> [122,] -0.792152634 1.28215821 1.477764377 1.5060970151 2.018522156
#> [123,] -0.788186449 0.67749795 1.315744021 1.9941688818 1.648109658
#> [124,] -0.340007593 1.41102023 0.901956740 0.8819064922 0.942632178
#> [125,] 0.290615754 0.36639910 0.450841239 0.3299114996 -0.004386652
#> [126,] -0.815949741 0.04233779 0.504053807 0.4494853467 0.058944312
#> [127,] -0.542283006 -0.10711165 -0.005833784 0.1674715563 0.284284718
#> [128,] -0.946833832 -0.15591147 0.089472308 0.1622072988 0.199597964
#> [129,] -0.363804700 -0.24131116 -0.135291225 0.1689756298 -0.410883071
#> [130,] 0.385804184 0.31073680 0.247521576 0.4156436919 0.147313098
#> [131,] -0.970630939 0.16662483 0.121241005 0.7427796888 0.475750422
#> [132,] 0.282683385 -0.16506144 -0.116230007 0.1140769453 -0.114111229
#> [133,] -0.224988240 -0.01179951 0.225283488 0.4539975674 -0.207634861
#> [134,] -0.708862758 0.15823736 0.637482335 0.2900535505 -0.004386652
#> [135,] -0.649369989 0.86125977 0.873364912 0.9337970296 0.288703157
#> [136,] -0.090137964 1.47430750 1.249029757 0.6111732533 0.193706711
#> [137,] 0.901408179 0.35496164 0.276113404 -0.0919811310 -0.578047359
#> [138,] 0.032813757 0.22152463 0.420660976 0.2374109763 -0.798969325
#> [139,] -0.137732179 0.22152463 0.279290274 -0.0408426303 -0.734901955
#> V14 V15 V16 V17 V18 V19
#> [1,] -1.509131712 -1.25812286 -0.62207349 -0.36084585 -0.52398593 0.07496017
#> [2,] -0.417002102 -0.70510424 -0.68665631 -1.31103614 -0.80432561 -0.32461091
#> [3,] 0.849489784 0.74288372 0.76645723 1.29951990 0.72309615 -1.12061302
#> [4,] 0.590649660 1.20381880 0.81830541 0.44841468 -0.03085360 -1.12375306
#> [5,] -1.343555131 -1.49712623 -1.14055531 -0.46901043 -0.43223130 -0.64725082
#> [6,] -0.216958560 -0.63216165 -0.73168237 -1.00706999 -0.58255272 0.36776962
#> [7,] 0.341271055 0.06984609 -0.41740961 -0.02806213 0.81641256 0.93572576
#> [8,] 0.074321057 -0.09880131 0.76645723 0.00312401 -1.08154173 -0.73124709
#> [9,] -0.580551215 -1.29330085 -0.56886088 -0.14096384 -0.20772529 0.40898275
#> [10,] -0.035162233 0.07501932 0.31574189 0.64105816 0.08354685 -0.21156919
#> [11,] -0.890753870 0.20641945 -0.15134657 -0.67704960 -0.83478034 -0.93966776
#> [12,] 1.081972820 0.35023533 0.96429898 0.95213002 0.95619195 0.89098008
#> [13,] 1.646284839 0.97723119 1.52098473 1.68875448 1.36576900 1.30625140
#> [14,] -0.991451464 -0.78115076 -0.55066853 0.18155609 0.63368419 0.72887512
#> [15,] -0.604205012 -0.13035803 0.18111853 0.71961565 0.95697284 0.47060619
#> [16,] -1.039434881 -0.47748198 -0.53793389 -0.56256884 -0.60715077 -1.01620643
#> [17,] -0.057464384 0.16141232 0.40306514 1.15898490 1.74371999 1.67481450
#> [18,] 1.561131169 1.66371923 1.61922339 0.44959897 -0.20421128 -0.88039936
#> [19,] -1.088094121 -0.93841705 0.36395160 1.09779691 1.05809816 1.20851741
#> [20,] -0.183843244 0.37196291 0.61682519 -0.39440055 -0.26785386 0.74732290
#> [21,] 0.659583583 0.86652400 0.43717579 -0.33123876 -0.07067901 0.60484323
#> [22,] -0.650160961 -0.53335289 -0.60660999 -0.65296916 -1.18774283 -0.42195239
#> [23,] -1.463851586 -0.97669898 -1.32975570 -1.10141792 -0.77777533 -0.47219315
#> [24,] -1.289489309 -0.99221868 -0.89268462 -0.93640773 -1.22444468 -1.72428720
#> [25,] -0.631913746 -0.64768135 -0.71121598 -0.81245270 -1.05850546 -1.44011288
#> [26,] -0.690710327 -0.06362332 -0.73168237 -1.08562747 -1.04874433 -1.26623273
#> [27,] 0.231111942 0.62234739 -0.44970102 -1.32169469 -1.13190916 -0.98676848
#> [28,] -0.074359954 -0.47386071 -0.38284415 -0.20649421 -0.59231385 -0.94516285
#> [29,] -0.680572986 -0.56801356 -0.16271678 1.12385115 0.57511740 -0.93692022
#> [30,] 0.308831561 0.97930048 1.66197540 1.31688940 1.52741333 1.53311985
#> [31,] -0.037189701 -1.51368058 -1.39570295 -0.73034236 0.08667042 -0.41920485
#> [32,] -0.517023873 -1.02894863 -1.13919089 -0.82113745 -0.07770703 -0.63115807
#> [33,] -0.039892992 -0.51369461 -1.09189079 -0.91390634 -1.32830311 -1.48996113
#> [34,] -0.850880326 -0.40091813 -0.32144499 -0.19267756 -0.26707297 -0.65392342
#> [35,] -0.202090459 -0.44075202 -0.48790495 -0.42677097 -0.52710949 -0.37799172
#> [36,] -0.216282737 -0.25296366 -0.75305837 -0.63954728 -0.47127582 -0.31793831
#> [37,] -0.201414636 -0.24623845 -0.70211980 -0.58507023 -0.44043065 -0.21981181
#> [38,] -0.836012225 -1.23329134 -1.27199501 -0.56217408 -0.64892841 -0.70377168
#> [39,] -1.084039184 -1.18518027 -1.31838548 -0.77613467 -0.54311775 -0.66491358
#> [40,] -1.109720450 -0.98032024 -1.13509761 -0.74100092 -0.58684761 -0.48946342
#> [41,] -1.544274496 -1.16914325 -1.06596670 -0.78008228 -0.20694440 -0.17114107
#> [42,] -1.245560828 -0.86288785 -1.09780330 -1.23247865 -0.89568979 -1.59358271
#> [43,] -1.304357410 -1.12775738 -0.88813653 -0.96562006 -1.54851423 -1.40164729
#> [44,] -1.225286145 -0.84581618 -0.64072064 -0.76744992 -1.26348920 -1.49506371
#> [45,] -1.085390830 -0.96686983 -0.89677789 -1.02246568 -1.19320906 -1.18930156
#> [46,] -1.104313868 -1.26174412 -1.25107381 -1.10062840 -0.97416929 -0.39526198
#> [47,] -0.754237669 -0.36315352 -0.68347265 -0.82311125 -1.00579535 -1.62537569
#> [48,] -0.902918680 -0.64457741 -0.86812495 -1.00154333 -1.01243292 -1.34708896
#> [49,] -1.371939688 -0.81632875 -1.02094065 -1.16379020 -0.94410500 -0.74419979
#> [50,] 0.355463333 0.88566496 1.33223915 1.47005675 1.36108366 1.28152352
#> [51,] 0.113518779 1.28917715 1.97033565 1.70809778 1.45088606 1.46364629
#> [52,] 0.783934974 1.10242343 1.45822114 1.38439357 1.33492383 1.10725087
#> [53,] 1.028582820 1.23796214 1.62468109 1.62756649 1.89130829 2.00687455
#> [54,] 1.569916865 1.99739276 2.19546591 2.36300667 1.92761969 1.42204066
#> [55,] 1.325944843 1.92445018 1.78022564 2.17431080 2.14158368 1.56373531
#> [56,] 1.486790664 1.76770121 2.01581651 2.29155488 2.20952115 1.77411851
#> [57,] 1.328648134 2.17586931 1.89483741 1.53637664 0.69537454 -0.26966007
#> [58,] 1.109005731 1.88565093 1.39090946 1.20477721 0.50405637 -0.43255005
#> [59,] 0.766363582 1.08379979 1.66970715 1.99272063 1.92059168 0.99970423
#> [60,] 1.461109398 1.68648145 1.43866437 1.37807739 0.88005513 -0.14837573
#> [61,] 2.728952930 2.50954285 1.59693777 -0.19820422 -0.91091716 -0.86783917
#> [62,] 0.243952575 -0.02741069 -0.55976471 -1.43972830 -1.04210676 -0.72575201
#> [63,] -1.231368550 -1.42056238 -1.09598407 -0.94272391 -0.26902519 -0.63783067
#> [64,] 0.214216373 0.12830363 -0.14452444 -0.48716944 -0.53335662 -0.76107755
#> [65,] 0.286529410 0.29384709 0.14336942 0.14681710 0.12844806 0.14443373
#> [66,] 0.561589280 0.74547034 0.86969879 0.23761218 -0.21241063 -0.56403955
#> [67,] 1.701026484 1.79305006 2.30325556 2.27852776 1.94987507 1.18928462
#> [68,] 2.831002169 2.21156462 1.70563703 1.81902569 1.99789984 1.52880228
#> [69,] 1.375955728 1.47851748 1.62831956 1.98364112 1.86241534 1.50564443
#> [70,] 1.415153449 1.30107558 1.68198698 1.66427928 1.88662294 1.99706190
#> [71,] 1.267148261 1.58974199 1.28402944 1.58295847 1.90028853 1.94093355
#> [72,] 0.587270546 0.73874514 0.79647460 1.01608134 1.08230576 1.06564524
#> [73,] -0.033134764 0.37610149 0.46582873 1.05516270 1.68124875 1.75606324
#> [74,] 0.141227512 0.24987460 0.61728000 0.78830410 0.83124948 1.24816051
#> [75,] 0.958297251 1.16812349 0.80511596 1.12740400 1.44620072 1.69051474
#> [76,] 0.602138647 0.55716465 0.63456273 0.85501875 1.43839182 1.74507307
#> [77,] 1.467867626 1.43816626 1.35043150 1.34333840 1.43097336 1.40084534
#> [78,] 0.295990929 0.34299280 0.39033050 0.29643161 0.74691331 0.94867846
#> [79,] 0.467649914 0.45939055 0.32665729 0.52105075 0.76643557 0.82739411
#> [80,] 0.799478898 1.03620604 0.85105163 1.02595037 0.96165818 0.64095378
#> [81,] 1.215785730 1.17536602 0.53768849 0.32406489 0.59385877 1.05661760
#> [82,] 2.787749512 1.90634386 1.95487215 2.11904422 1.78979253 1.67167446
#> [83,] 3.354764822 2.74182102 2.44470104 2.36300667 1.78432629 1.51741961
#> [84,] 0.141227512 0.58561744 0.76008991 -0.62296731 -0.95933237 -1.16928376
#> [85,] 0.992764213 0.73615852 0.42671519 -0.25583936 -0.13315025 0.17190914
#> [86,] -0.127749953 1.83857451 1.36043729 -0.92377537 -1.36812853 -0.21824179
#> [87,] 0.729193329 0.35023533 0.08515392 -1.09233841 -1.16275433 -0.86705416
#> [88,] 0.017551944 0.83858854 0.46309988 -1.02601853 -1.36344318 -0.63979320
#> [89,] -0.482556912 -0.54887259 -0.48244724 -0.87561450 -0.74927283 -0.50163110
#> [90,] -1.242857537 -0.57525608 -0.18500240 -0.10504057 -0.68523981 -0.47376318
#> [91,] 0.160150550 0.84479642 0.86515070 0.54157833 -0.23232334 -0.11933029
#> [92,] 0.326402954 -0.03517054 -0.61661578 -0.43585048 -1.18110526 -1.46641078
#> [93,] 0.149337386 0.22142182 0.11426167 -0.02056166 -0.73873081 -0.99383359
#> [94,] -0.856962731 -0.62233251 -0.15134657 -0.68376054 -0.84493191 -1.19087158
#> [95,] 0.066887007 0.37817079 -0.23275731 -0.02293023 -0.87772931 -0.65510094
#> [96,] 1.896339267 -0.35901494 0.31392265 0.76580271 0.55871870 1.29094366
#> [97,] -0.203442104 0.14382333 0.15883291 -0.93443392 -0.81018229 -0.65470843
#> [98,] -1.013753615 -0.26279280 0.08469911 0.30393207 0.39785527 0.51221182
#> [99,] -0.667056530 -0.07396979 0.77418898 1.11950878 1.39856640 1.30821393
#> [100,] 0.160150550 0.98188710 1.39454793 1.43729157 1.61799662 1.93033589
#> [101,] -0.178436662 0.61458754 1.12848489 1.35044410 1.47938857 1.61672362
#> [102,] -1.098231463 -0.51214264 -0.56385798 -0.82350601 -1.04171631 -1.43618782
#> [103,] -0.669759821 -0.98704544 -0.70985155 -0.50453894 -0.41661349 -0.99815115
#> [104,] -0.515672228 -0.94255564 -1.11326680 -0.87640402 -0.84180835 -1.27212032
#> [105,] -0.803572731 -0.74597278 -0.76124493 -0.42637621 -0.24676981 -0.22687692
#> [106,] -1.466554877 -0.98187221 -0.37875088 0.08168150 0.36622920 0.38072232
#> [107,] 0.290584346 -1.03826045 -1.13782646 -0.22425846 0.42948133 0.62132848
#> [108,] -0.665704885 -1.25398427 -0.44333370 0.10260384 0.76135978 1.13629631
#> [109,] -0.913731844 -1.19863068 -1.11190237 -1.22813628 -1.42591442 -1.10530528
#> [110,] -1.043489818 -1.55196250 -0.76852186 -0.12991053 0.11907737 0.20841220
#> [111,] -0.969149312 -1.21570235 -0.95863187 -0.37979439 -0.08785860 0.22725249
#> [112,] -0.950226274 -1.25346695 -1.15556400 -0.65573249 -0.41348993 -0.18487878
#> [113,] -0.009480967 -0.75373263 -1.46392424 -0.87995687 0.02068517 0.80973135
#> [114,] -0.196683877 -0.72941843 -1.06096381 -0.47808993 0.06949082 0.68844700
#> [115,] -0.548111721 -0.66630499 -0.37875088 0.16142326 0.62704662 0.67274676
#> [116,] 0.379792953 -0.11535566 0.11289724 0.16023898 -0.17531834 -0.31362074
#> [117,] 1.027231175 0.07450200 -0.31143920 -0.28742026 -0.43340264 -0.14091811
#> [118,] 0.990060922 -0.02068549 -0.06766178 -0.01542977 -0.18195591 0.15424637
#> [119,] 0.083782576 -0.19347148 -0.74305258 -0.87364069 -0.82267654 -0.51772385
#> [120,] 0.725138393 0.13451151 -0.63162447 -0.76113374 -0.81721030 -0.59072996
#> [121,] 0.790693202 -0.43816540 -0.84447490 -0.67783912 -0.63292015 0.12637845
#> [122,] 0.963028011 0.12468236 -0.06584255 -0.23215369 -0.58177183 -0.32382590
#> [123,] 0.844083202 0.24987460 -0.08812817 -0.37347821 -0.54506997 -0.21039167
#> [124,] 0.292611815 0.12364772 -0.29051800 -0.66718057 -1.15572632 -0.56403955
#> [125,] 0.208809790 -0.15415490 -0.50336844 -0.80297843 -0.94176233 -0.80896328
#> [126,] -0.223716788 -0.63216165 -0.99547136 -1.00943856 -0.74653971 -0.63900819
#> [127,] 0.072969412 -0.44799455 -0.86221244 -0.61388780 -0.48455096 -0.51615382
#> [128,] -0.162892738 -0.62698841 -1.01684737 -0.78402989 -0.67469779 -0.82780356
#> [129,] -0.777891466 -0.54421668 -0.84356529 -1.06431037 -0.81252496 -0.99265607
#> [130,] -0.394699951 -0.99687459 -0.68847555 -0.77060801 -0.82736188 -0.64607330
#> [131,] -0.178436662 -0.67768610 -0.72122177 -0.67744436 -0.31080283 0.52241697
#> [132,] -0.396727419 -0.79511849 -0.80854502 -0.64231061 -0.38889188 0.13579859
#> [133,] -0.648809315 -0.85978391 -0.86676053 -0.88153592 -0.58138138 0.05847492
#> [134,] -0.385914254 -0.62233251 -0.84129124 -0.67744436 -0.24442714 0.52437950
#> [135,] -0.643402733 -0.88306346 -0.69074959 -0.49585419 0.09174620 0.62800108
#> [136,] -0.755589314 -0.69993100 -0.72667947 -0.76034422 -0.64931885 -0.96282562
#> [137,] -1.280703613 -1.24622442 -0.97227613 -0.90443207 -0.78167979 -1.14808843
#> [138,] -1.760537785 -1.25139766 -0.99910983 -0.76744992 -0.66220354 -0.80817826
#> [139,] -1.717960950 -0.92600129 -0.87904036 -0.72521047 -0.45526757 -0.46041797
#> V2 V20 V21 V22 V23
#> [1,] -0.029978274 -0.28128677 -0.065539996 -0.415312911 -0.796911617
#> [2,] -0.618534791 -0.59818191 -1.268718076 -0.961458465 -0.316106716
#> [3,] 0.838142588 -0.34320439 -0.712218550 -0.723384878 -0.247979637
#> [4,] 1.691549538 -0.49819073 0.701772784 1.429164181 1.185038227
#> [5,] -0.612649226 -0.45973258 0.047183789 0.605397932 1.111821194
#> [6,] -0.212430795 0.84592155 0.752795128 0.946689470 -0.411641240
#> [7,] -0.868671311 1.20935106 1.473436306 1.473456941 1.220276371
#> [8,] -0.939298093 -0.62356429 -0.951904913 -0.665646101 0.019830259
#> [9,] 0.152474246 0.29635462 -0.058420599 -0.611862035 -0.749535890
#> [10,] 0.688060676 0.34788854 -0.797651313 -1.634154763 -1.105441146
#> [11,] -0.780387834 -0.53857178 -1.103785380 0.027614692 -0.199429305
#> [12,] 0.664518416 -0.02400176 -0.217420463 0.095240246 0.581682891
#> [13,] -0.683276008 1.47471228 1.602376495 1.227078462 0.577767542
#> [14,] 0.376125722 0.93860569 0.937503926 0.669068775 0.885905536
#> [15,] 0.570349373 -0.25782730 -1.068979440 -1.624663457 -1.676299082
#> [16,] 0.302556158 -1.87383869 -1.782896742 -1.954486333 -1.838394546
#> [17,] -0.180060186 0.77438940 0.311392519 0.405289569 0.771968870
#> [18,] -0.238915838 -0.83969908 -0.428629239 0.200435552 0.401576821
#> [19,] -0.312485403 1.48932637 1.545816841 0.819347784 -0.224879076
#> [20,] -0.480224010 0.68401275 -0.354271093 -0.664459688 0.244179777
#> [21,] -0.494937923 1.71969068 1.060906806 -0.359551490 -1.255790561
#> [22,] -0.733303312 0.12675418 -0.574181354 -0.492429771 1.423874538
#> [23,] -0.633248704 -0.61933389 -0.404897916 1.056630428 1.269609773
#> [24,] -0.471395662 -1.53233033 -0.974449670 0.009818494 1.089503703
#> [25,] -1.057009397 -1.73500477 -1.817307161 -1.172244548 -0.672795042
#> [26,] -0.494937923 -1.32196426 -1.439188080 -0.656945738 0.105967944
#> [27,] -0.439025054 -1.12813519 -1.366807545 -0.877223126 0.008084211
#> [28,] -0.577335835 -0.97045679 -0.652099198 -0.568360217 -0.721736909
#> [29,] -0.183002969 -1.45925985 -1.022703360 -0.210854366 0.089523477
#> [30,] -0.124147317 1.58777923 1.602376495 1.022619916 0.042147750
#> [31,] -1.009924875 0.03791586 0.211720962 0.440486494 0.735556121
#> [32,] 0.590948851 0.26674184 0.600914661 0.614889238 0.588730520
#> [33,] 0.976453370 -1.58386425 -1.851322057 -1.174617374 -1.931579860
#> [34,] -0.921641398 -0.93661362 -0.737531961 -0.726153176 -0.665747414
#> [35,] -0.986382614 -0.32205241 -0.112211598 0.135578296 0.160782835
#> [36,] -0.886328007 -0.38435461 -0.417554621 -0.180007622 -0.050646030
#> [37,] -0.780387834 -0.29551628 -0.245502529 -0.025378432 0.130243110
#> [38,] -1.065837744 -0.32705197 0.003676363 0.444441205 0.943461172
#> [39,] -0.674447660 -0.36974051 0.004071885 0.387493370 0.728900027
#> [40,] -1.104093918 -0.03784669 0.286474630 0.734716974 1.139228639
#> [41,] -0.839243485 -0.11707048 -0.014913173 0.175916345 -0.021672445
#> [42,] -0.818644007 -1.54002196 -1.154016681 -1.784829242 -2.230321016
#> [43,] -0.615592009 -1.32388717 -1.571292445 -2.046631093 -1.722108670
#> [44,] 0.173073724 -1.67808671 -1.473202976 -2.148267160 -1.684912851
#> [45,] 0.064190768 -1.68923958 -1.534508894 -2.334138565 -1.551790973
#> [46,] -0.703875486 -0.71932508 -1.444329867 -1.388567225 -0.849768833
#> [47,] -0.489052358 -1.63962856 -1.559822306 -1.799461672 -1.471526311
#> [48,] -0.892213572 -1.51886998 -1.460150749 -1.639691358 -1.172785155
#> [49,] -0.468452880 -0.87738807 -0.851046790 -0.183171390 0.438381105
#> [50,] -0.848071833 1.00013873 0.928802441 0.954598891 0.981440060
#> [51,] -0.815701225 1.24627088 1.370205050 1.297867784 1.192477391
#> [52,] -0.088833926 1.19166031 1.602376495 1.088268114 0.663122158
#> [53,] -0.035863840 1.49586426 1.252735001 1.276512346 0.438772640
#> [54,] -0.550850792 0.95437353 0.867496523 1.069285503 0.367513281
#> [55,] 0.117160855 1.05359556 0.637698211 0.828839089 0.236349078
#> [56,] -0.121204535 1.12435855 0.853257729 0.924938561 -0.059259798
#> [57,] -0.032921057 -1.04660392 -0.316696498 0.572573833 0.874159488
#> [58,] 0.214272680 -1.07967793 -0.257763713 0.623194131 0.892561630
#> [59,] -0.409597228 -0.40973698 -0.334494991 0.328568180 0.544878607
#> [60,] -0.265400881 -0.98622463 -0.763240894 0.266083750 0.757090542
#> [61,] 1.256017715 -0.47280835 -0.264487588 -1.040948151 -1.931579860
#> [62,] -0.212430795 -0.56126209 -0.923822847 -1.632177407 -0.686107230
#> [63,] -0.692104356 -0.97430260 -1.518688012 -1.588675589 -1.675124477
#> [64,] -0.300714272 -1.46118276 -1.061860043 -0.904510630 -1.112097240
#> [65,] 5.761417853 -0.68971230 -1.465688057 -1.640482300 -0.793387803
#> [66,] 0.123046420 -1.10121449 -1.405568706 -1.975050829 -1.490711523
#> [67,] 2.012312840 0.71324094 0.379422312 -0.898183093 -2.228754876
#> [68,] -0.727417747 0.91706913 -0.074637003 -1.210209771 -2.271040649
#> [69,] 2.439016314 0.82976913 0.544750529 -0.355596779 -1.278891123
#> [70,] 0.417324679 1.68546293 0.906257684 0.149024312 -0.150095903
#> [71,] -0.594992531 1.57893386 1.066839637 0.871549965 0.748868309
#> [72,] 0.511493721 1.20896647 0.975869565 0.732739618 0.791545617
#> [73,] 0.273128332 1.47625060 1.263809619 1.202559255 1.154106967
#> [74,] -0.765673921 1.33818585 1.169675370 1.272162164 1.423874538
#> [75,] 0.267242767 1.40010347 1.602376495 1.522890825 1.068752351
#> [76,] 0.640976155 1.48855721 1.315623007 1.316454924 0.769228125
#> [77,] 0.161302594 0.92706825 1.129332121 0.894882759 0.582857496
#> [78,] -0.809815659 1.22050392 1.344891639 1.381312181 1.081673004
#> [79,] 0.284899462 0.73323918 0.961235249 0.996518825 1.037821091
#> [80,] -0.642077052 0.48441496 0.736578724 0.888950693 1.020202019
#> [81,] -0.168289056 0.56479249 0.383377532 0.993355056 1.074233840
#> [82,] 2.486100836 0.88591803 0.795511510 0.736298858 0.529608745
#> [83,] 0.190730419 0.90668543 0.477511781 0.577319486 0.003385791
#> [84,] 1.294273889 1.07397837 1.602376495 -0.808806630 -2.115601280
#> [85,] 0.958796674 1.33895501 1.578249649 -0.961853936 -2.095241463
#> [86,] 2.027026752 1.22665722 0.808168216 -0.952758101 -1.824690823
#> [87,] 0.676289546 1.40741052 1.514966121 -1.141002333 -1.730330903
#> [88,] 2.639125530 1.33780127 1.330257323 -0.500339192 -1.964468795
#> [89,] 2.553784835 -1.43003166 -1.322904597 0.178289172 1.319726245
#> [90,] 0.723374067 -0.77701230 -0.135547399 -0.352037539 -0.350170255
#> [91,] 2.562613183 0.16636608 0.599332573 0.602234164 -0.255418801
#> [92,] 0.535035982 -0.81700877 -0.152950369 0.101963254 0.074253615
#> [93,] 0.902883805 -0.95507353 -1.121979395 -0.562823622 -0.324720485
#> [94,] 3.510189175 -0.13899162 -0.239965220 0.069930097 0.811905433
#> [95,] 1.320758932 -0.83969908 -1.093501807 -1.279021738 -1.078033701
#> [96,] 0.788115284 1.27165326 -0.277144293 0.099590428 0.787630267
#> [97,] 0.452638070 -0.06630572 0.874220398 1.533964015 0.915270656
#> [98,] -0.303657055 0.91668455 1.311272265 1.533964015 1.063662397
#> [99,] -0.530251314 0.67747487 0.555034103 0.710593238 0.663122158
#> [100,] 0.037705725 1.71969068 1.602376495 1.530800247 1.058572443
#> [101,] -0.745074443 1.56701183 1.270929016 1.193858891 0.582465961
#> [102,] -0.948126441 -1.77923164 -1.737016185 -1.119251424 -0.428868778
#> [103,] 0.211329898 -1.64155147 -2.125023317 -1.929967126 -1.223293162
#> [104,] 0.152474246 -1.84153384 -2.105642736 -1.479130102 -0.602710289
#> [105,] -0.674447660 -0.52588059 -0.329353204 0.150210726 0.530000280
#> [106,] -1.042295484 0.24020572 0.318116394 0.692797040 1.022159694
#> [107,] -0.539079662 0.67209072 0.769407055 0.847426230 0.913704516
#> [108,] -0.930469745 0.82976913 0.850489075 0.937989106 1.204614974
#> [109,] -0.306599837 -0.98199423 -1.231143481 -1.094732217 -1.073335281
#> [110,] -0.574393053 0.28135594 0.581929602 0.844657932 0.879249442
#> [111,] -0.768616703 0.15559779 0.282519409 0.479242660 0.302518482
#> [112,] -0.615592009 -0.13899162 0.221213491 0.661159354 0.632190898
#> [113,] -0.721532182 0.98783212 1.028869520 1.026574627 0.876117163
#> [114,] 0.184844854 0.82861539 0.399989459 -0.683442300 -1.539261855
#> [115,] -0.486109575 0.12137004 -0.557569428 -0.526835754 -0.280868572
#> [116,] -0.612649226 -0.20090924 0.522996817 1.290749305 1.423874538
#> [117,] -0.759788355 0.31173788 0.433213311 0.867199784 0.816603852
#> [118,] 0.964682239 0.64209337 0.693466821 0.965276610 0.910180702
#> [119,] -0.636191487 -0.01400264 0.498474449 0.868781668 0.979090851
#> [120,] 0.114218072 -0.36551011 0.207765742 0.232073238 0.252010475
#> [121,] -0.471395662 0.52671892 0.891227846 1.051489304 0.484190692
#> [122,] -0.215373577 0.50172113 0.672899674 0.217045337 -0.258551081
#> [123,] 0.067133551 0.66747575 0.869474134 0.783755387 0.118105527
#> [124,] -0.559679140 -0.42319734 -0.418741188 -0.966599589 -0.776943335
#> [125,] -0.300714272 -0.87815723 -0.966934751 -1.106200878 -0.840371995
#> [126,] -0.315428185 -0.71124887 -1.025867536 -1.194786399 -0.959007080
#> [127,] -0.418425576 -0.47896165 -0.664755903 -0.943662267 -0.696287139
#> [128,] -0.336027663 -0.83931450 -0.837994562 -0.837676019 -0.489165158
#> [129,] -0.765673921 -0.93122947 -0.807934886 -0.984791258 -0.608583313
#> [130,] -0.803930094 -0.46088632 -0.347151696 -0.070066663 0.279809456
#> [131,] -1.071723309 0.66786033 0.948183022 0.849008114 0.784106453
#> [132,] 0.117160855 0.44441849 0.718780232 0.714547949 0.617312570
#> [133,] -0.185945751 0.24520528 0.659451924 0.792455751 0.559756935
#> [134,] 1.067679630 0.66593742 0.785227937 0.760818065 0.667037507
#> [135,] 0.017106247 0.62517178 0.815287613 0.712966065 0.951291870
#> [136,] -0.009378796 -1.41887879 -1.244591231 0.020100742 0.646677690
#> [137,] 0.164245376 -1.58963297 -1.101412248 -0.092213043 0.496328275
#> [138,] -0.082948361 -0.47511584 -0.104301157 0.343596081 0.345587325
#> [139,] -0.053520535 -0.37550923 -0.098368326 0.504552808 0.665079832
#> V24 V25 V26 V27 V28
#> [1,] -0.41139060 0.02314250 -0.191442423 9.844148e-02 0.539745024
#> [2,] -0.69468937 -1.37859253 -0.635512123 -6.403787e-01 -1.828922395
#> [3,] -0.47215496 -1.37034933 -1.888026937 5.486388e-02 1.357702119
#> [4,] -0.40776888 -0.54328249 -0.022605562 -4.576726e-01 -0.589632193
#> [5,] 1.26626930 1.00290464 0.272756246 5.721979e-01 0.892063002
#> [6,] -1.17476810 -0.26654679 0.572636802 1.256246e+00 0.792374481
#> [7,] 0.58900818 0.07103151 -0.716849588 -1.506334e+00 -2.548043007
#> [8,] -0.79328056 -0.25241561 0.743116844 5.945864e-01 0.364651084
#> [9,] -1.15947641 -0.08087872 0.845815664 8.476563e-01 -0.780914868
#> [10,] 1.04333248 1.06728004 -0.928819954 -1.633868e+00 -0.085225318
#> [11,] -1.27859066 -1.60586908 -0.526651373 5.146275e-01 0.054509019
#> [12,] 0.47633253 -0.34230564 -0.829407496 -1.070158e+00 -1.855761612
#> [13,] -0.44358364 -0.82041073 -0.393964497 -5.636182e-01 -1.210768362
#> [14,] 0.32059869 -0.99312521 -1.760269605 -1.385596e+00 -1.288729897
#> [15,] -1.96631452 -1.63609412 -1.702758265 -1.548712e+00 -0.919371147
#> [16,] -1.92728046 -1.63923438 -1.770950282 -2.327511e+00 -0.620731603
#> [17,] 0.45419982 0.13383678 -0.138860627 -7.267343e-01 -0.803919911
#> [18,] 1.06264831 1.31418324 0.356969279 -5.056480e-01 -0.273099838
#> [19,] -0.07175401 0.15346342 -0.002476593 -1.110137e+00 -2.130970093
#> [20,] 0.62804224 0.44315271 0.847048050 8.280664e-01 0.894619118
#> [21,] -0.24962056 0.42391860 -0.344669063 -9.925977e-01 -0.564923072
#> [22,] 0.84615010 -0.75917559 -0.632636556 -2.641721e-01 0.140564921
#> [23,] 0.89081795 0.09929388 0.022992714 -4.732646e-01 -0.116324729
#> [24,] 1.12341268 0.79486220 0.776802057 6.777437e-01 0.860537572
#> [25,] -0.26813156 0.04865714 0.508552738 6.941353e-01 1.028815203
#> [26,] 0.14514661 0.39683383 0.544291927 7.645279e-02 0.318214978
#> [27,] 0.58941059 0.14679036 -0.002887388 5.566347e-02 0.743382259
#> [28,] -0.62225502 -0.17076876 -0.127358359 -9.026151e-02 0.216396360
#> [29,] 0.17693724 0.56797818 0.829794648 7.545042e-01 0.457523295
#> [30,] -0.24116989 0.61468959 0.359023255 -2.985544e-01 -1.115340034
#> [31,] 0.88276969 1.31418324 0.698750953 -1.178473e-01 -0.735330800
#> [32,] 0.67633181 1.31418324 1.068055912 2.723521e-01 -0.342967007
#> [33,] -1.73371980 -0.35172643 0.408729484 1.200304e-01 -0.347227200
#> [34,] -0.24801091 0.11617280 0.618235078 8.064775e-01 -0.174263356
#> [35,] 0.40430060 0.86512559 1.042586604 1.256246e+00 0.745938375
#> [36,] 0.06788331 0.63981170 0.797752616 9.348115e-01 0.916772122
#> [37,] 0.36365689 0.89417303 1.036835470 1.256246e+00 1.266107965
#> [38,] 1.06305072 1.03234461 1.257432537 1.256246e+00 0.961930170
#> [39,] 0.74554685 0.94716497 1.199921197 1.256246e+00 0.826030007
#> [40,] 0.98779949 0.99701665 1.281258663 1.184683e+00 0.970876576
#> [41,] -0.23110956 -0.66496769 -0.506933199 1.928217e-02 0.724211390
#> [42,] -2.07094191 -2.45609537 -2.147649555 -1.382797e+00 -0.834167283
#> [43,] -2.14498591 -2.36934559 -1.947181458 -8.858525e-01 -0.145720062
#> [44,] -1.68543023 -2.25629611 -1.890902504 -3.941053e-01 0.700354308
#> [45,] -1.61983691 -2.51693797 -2.036734829 -8.414753e-01 0.080922217
#> [46,] -0.29147152 -0.39608265 -0.588681460 -8.338793e-01 0.035764169
#> [47,] -0.47738633 0.70183190 1.281258663 7.301168e-01 -0.030268826
#> [48,] -0.29951978 0.72734654 1.281258663 6.393634e-01 -0.080539106
#> [49,] 0.87914797 0.94049191 0.258789206 9.203902e-05 0.097962989
#> [50,] 0.93427855 0.91379967 1.144463834 1.256246e+00 0.988769387
#> [51,] 1.37934736 1.20623669 0.997399123 9.967797e-01 0.214692283
#> [52,] 0.88035521 0.94755750 1.047105352 7.948835e-01 -0.133365501
#> [53,] -0.57396546 -0.99940573 -1.412326001 4.926676e-02 0.809415254
#> [54,] -0.18724654 0.19899724 0.647812338 -2.153972e-01 -0.854190191
#> [55,] -0.05163335 0.11617280 0.465419233 -3.217425e-01 -0.310589538
#> [56,] -0.30475115 0.42902153 0.543470337 -5.024496e-01 -1.629119334
#> [57,] 1.37934736 0.70850496 -0.034518625 4.526882e-02 -0.413260195
#> [58,] 1.09926789 1.06767257 -0.260456030 -3.333366e-01 -0.001299512
#> [59,] 0.72099965 0.24767132 -0.198015147 -4.392821e-01 -1.136214981
#> [60,] 1.37934736 0.62332532 0.096114275 3.471136e-01 -0.293548766
#> [61,] -0.45042466 -0.12327228 0.341359058 -7.903851e-03 0.512053768
#> [62,] 0.11134392 0.24335346 0.111313700 9.764189e-02 0.725489448
#> [63,] -1.72647636 -2.31792378 -2.017838246 -1.108138e+00 -0.182357723
#> [64,] -0.46772842 -0.55898381 -0.988385270 -6.067960e-01 -0.634790241
#> [65,] -0.01622101 -0.62100401 -1.678110548 -1.077354e+00 -0.367676127
#> [66,] -0.56470996 -1.12776400 -1.149827816 -6.015987e-01 -0.722976240
#> [67,] -2.44277154 -1.54463395 -1.660446351 -1.848558e+00 -2.088368161
#> [68,] -2.54860617 -1.60861681 -0.829407496 -7.319317e-01 -1.027154035
#> [69,] -1.36832877 -1.72009616 -2.152989894 -2.043657e+00 -2.120745629
#> [70,] -0.68825076 -1.37466720 -2.192837036 -2.346302e+00 -2.781501594
#> [71,] 0.57733820 -0.21591004 -0.833104653 -1.000594e+00 -1.067625870
#> [72,] 1.10449926 0.74697318 -0.295373629 -1.086949e+00 -1.509833924
#> [73,] 0.81757878 0.26494277 -0.459280947 -1.077754e+00 -1.150273618
#> [74,] 1.01798046 0.72381374 0.405032327 3.319215e-01 0.385526030
#> [75,] 0.54152344 0.02078730 -0.639620075 -1.313633e+00 -1.844259090
#> [76,] 0.48317355 0.13933224 -0.298659991 -4.188926e-01 -1.005001030
#> [77,] 0.76727715 0.30694379 -0.184048108 -5.372317e-01 -1.403329094
#> [78,] 1.15520330 1.31418324 1.057375234 7.824898e-01 0.301174205
#> [79,] 1.15077676 1.13204797 1.281258663 1.075139e+00 1.249067192
#> [80,] 1.32139988 1.31418324 1.032727517 8.232689e-01 0.550395507
#> [81,] 1.11616924 0.48358360 0.699983339 9.607982e-01 0.113725704
#> [82,] 0.01717927 -0.70343592 -0.537742846 -8.638638e-01 -0.499742117
#> [83,] -1.35303707 -1.79624754 -1.890491709 -1.418779e+00 -1.689614077
#> [84,] -1.86893057 -1.66160875 -1.269780038 -1.585093e+00 -1.432298408
#> [85,] -2.54498445 -1.70125458 -1.191318139 -1.838563e+00 -0.667167709
#> [86,] -1.99649550 -1.79232221 -1.657159989 -1.857753e+00 -0.289288572
#> [87,] -1.89066087 -2.26375424 -1.412326001 -1.561105e+00 -0.385568939
#> [88,] -1.99931239 -1.53678329 -0.522543420 -1.280849e+00 -0.287158476
#> [89,] 1.28156099 0.56012752 -0.147898123 -7.767086e-01 -0.617749468
#> [90,] 0.15359729 -0.11777682 -0.050950436 6.561548e-01 0.516313962
#> [91,] -0.12688459 0.01686197 0.102686999 2.835463e-01 0.538466966
#> [92,] 0.32663489 -0.04633583 -0.598951343 7.688134e-03 0.218100438
#> [93,] -0.82104706 -0.85887895 -0.908280190 -8.942482e-01 0.074531927
#> [94,] 0.07391951 -0.32464166 -0.304000330 7.800911e-01 0.665420724
#> [95,] -1.61219106 -0.99940573 -0.940733017 -8.538690e-01 0.198077530
#> [96,] 0.05098197 0.43333939 0.767764561 5.765957e-01 0.035338149
#> [97,] 0.12744044 -0.13858106 -0.469550829 -4.600714e-01 -0.356599625
#> [98,] 0.34715795 -0.42984048 -1.523651522 -2.223965e+00 -2.647731528
#> [99,] -0.67376389 -1.85198722 -1.625528752 -2.409840e-01 0.738270027
#> [100,] 0.09283292 -0.60805042 -0.889383607 -7.507220e-01 -0.262875375
#> [101,] -0.57879442 -1.26122519 -1.475177679 -1.713827e+00 -1.332609887
#> [102,] 0.06748090 0.49221933 0.844994074 1.014371e+00 1.141710323
#> [103,] -0.89146934 -0.36036216 0.387778925 9.572000e-01 1.080363541
#> [104,] -0.08060709 0.34501948 0.853620774 1.232658e+00 1.339383288
#> [105,] 0.77210611 0.96247375 0.834313396 5.322185e-01 -0.014506111
#> [106,] 1.31013232 1.31418324 0.648633929 -3.209429e-01 -1.609096426
#> [107,] 0.50852557 0.19153912 -0.485982640 -1.579096e+00 -0.927465514
#> [108,] 1.15802020 1.17875939 0.478153887 -7.551197e-01 -1.215454574
#> [109,] -1.35625638 -1.25612226 -1.363441362 -1.185698e+00 -0.081391144
#> [110,] 0.73548652 0.90163115 1.258664922 1.256246e+00 1.208169337
#> [111,] 0.17774207 0.43412446 0.926742335 1.241854e+00 1.357702119
#> [112,] 0.48840492 0.75953424 1.002328667 1.037959e+00 0.780445940
#> [113,] 1.05781935 0.81527391 0.494174903 7.341147e-01 0.680757419
#> [114,] -1.48341889 -0.65868717 0.530324888 1.256246e+00 1.033075397
#> [115,] -0.51963970 0.18172579 1.281258663 1.081936e+00 -0.308033423
#> [116,] 1.31133956 1.28749100 0.936601421 5.514086e-01 0.061325328
#> [117,] 0.78055678 0.97581987 1.275096734 1.256246e+00 0.311398669
#> [118,] 1.07190381 1.31418324 1.142409858 1.185083e+00 0.233011114
#> [119,] 1.18618911 1.17169379 1.281258663 1.125514e+00 0.788540307
#> [120,] 0.42120195 0.42902153 -0.046842484 2.059862e-01 0.434944271
#> [121,] 0.41999471 0.19624951 0.167181858 7.309164e-01 1.148526632
#> [122,] -0.23231680 -0.06596247 0.711896402 1.183884e+00 1.093570140
#> [123,] 0.15520694 0.43019913 0.742295253 1.256246e+00 1.332566979
#> [124,] -0.68744593 -0.17469409 0.154036409 -9.345987e-02 0.373171470
#> [125,] -0.72366310 -0.72384763 -0.228413998 5.901887e-01 1.126799647
#> [126,] -0.52004211 -0.09540244 0.339305081 7.581024e-01 1.357702119
#> [127,] -0.19247791 0.22333428 0.293296010 7.389122e-01 1.357702119
#> [128,] 0.11577046 0.32892564 0.395173240 8.648475e-01 1.357702119
#> [129,] -0.01662342 0.45532123 0.621932235 9.284148e-01 1.259291656
#> [130,] 0.43005504 0.87376132 1.162538826 1.208271e+00 1.277610486
#> [131,] 1.14111885 1.12184211 1.199510402 1.245852e+00 1.357702119
#> [132,] 1.02884562 1.11713172 1.213477441 1.256246e+00 1.132337898
#> [133,] 0.89162277 0.84824668 1.063537164 1.256246e+00 1.246511076
#> [134,] 1.04655179 1.05000859 1.101330329 1.256246e+00 1.280166602
#> [135,] 1.37934736 1.26119130 1.065180345 1.045954e+00 1.065878884
#> [136,] 0.70047659 0.70183190 0.662600968 9.236173e-01 1.357702119
#> [137,] 0.76486267 1.08808428 1.275507529 1.135908e+00 1.357702119
#> [138,] 0.42240919 1.01664329 1.281258663 1.247851e+00 0.632191217
#> [139,] 0.91134101 1.09122455 1.281258663 1.006375e+00 0.336533809
#> V29 V3 V30 V31 V32
#> [1,] 0.193602257 -0.0525394005 -0.89353338 -1.7210350791 -0.88930180
#> [2,] -1.746871796 0.4414184386 -1.02957868 0.6031988394 1.45605254
#> [3,] 0.388021164 0.0817158071 -0.49772374 0.0602675566 0.52454673
#> [4,] -1.710960023 2.2095341909 -1.67328294 0.3925020841 0.95241543
#> [5,] 0.407421777 -0.2577218875 0.49385475 0.4009487246 0.26505229
#> [6,] -0.008659450 -0.7086167355 -0.55844194 -0.4854792730 -0.90316792
#> [7,] -0.950621116 -0.9973920876 -1.58426001 -1.4404189105 -1.56725579
#> [8,] -0.512249823 -0.4958348971 -0.54520263 0.1902519692 0.48294838
#> [9,] -1.233787506 0.3932892133 -1.58152085 -1.6055976586 -0.36337986
#> [10,] 0.704209874 0.5098126010 -0.73694433 0.1020315015 1.26885998
#> [11,] 0.273681382 -0.6528881588 1.29916987 0.4483437631 -0.36437030
#> [12,] -2.314030135 -0.1791952567 -2.37450972 -1.4821828553 0.04616576
#> [13,] -2.245508821 0.4870145468 -1.56554237 -1.3934931297 -1.88815731
#> [14,] -0.757027767 0.9379093948 0.21309012 1.1611463721 1.45010992
#> [15,] 0.275745277 0.9961710887 0.75772784 1.3990600803 1.77348753
#> [16,] 0.331057663 -0.3793115094 0.21765540 -0.1025649024 0.79988816
#> [17,] -0.548987154 0.3806236277 -0.75474892 -1.5689955496 -1.97878228
#> [18,] 0.954766723 -0.4071757978 0.35507028 -0.0959952931 0.28882277
#> [19,] -1.757604050 -0.6554212759 -0.86614171 -0.5553986863 -1.16761454
#> [20,] 0.944447248 -0.3159835813 1.02662274 0.2653332183 -0.96754631
#> [21,] -0.661263040 -0.9897927362 0.19208984 -0.5272432178 -1.39145326
#> [22,] -0.295953630 0.2134378975 -0.95242547 -1.1701264136 -1.22753597
#> [23,] 0.610921821 -0.1285329142 0.80383715 0.4042335292 0.94894890
#> [24,] 1.518210051 -0.4527719060 1.13299373 0.7632157517 0.54435546
#> [25,] 0.852397533 -0.6402225732 0.64998727 0.6182150893 0.38687601
#> [26,] 0.472228079 -0.6148914019 0.26148207 -0.0603316998 -0.53076368
#> [27,] 1.518210051 0.1627755550 1.73789313 1.8870881997 1.57242886
#> [28,] 0.913076045 -0.9948589705 1.91091718 1.6299349214 0.96776720
#> [29,] 0.991916833 -0.0854699231 1.62604381 1.8514246063 1.53924923
#> [30,] -1.375370701 -0.6250238704 -2.03622258 -1.1903044993 0.60625776
#> [31,] -0.621223478 0.4895476640 -0.58629014 -0.2128404871 0.06547927
#> [32,] -0.365300501 0.4414184386 -0.19504578 0.3024045851 0.36706728
#> [33,] -0.305034768 -0.3109173471 0.21948151 1.2596905116 2.24840198
#> [34,] -1.244106981 -0.3565134553 -1.09075341 -0.0256066221 0.09519238
#> [35,] 0.193189478 -0.9315310424 -0.10374021 -0.3883429069 -0.71993711
#> [36,] 0.506488735 -0.6604875101 0.42081029 0.6984581743 0.30070801
#> [37,] 0.887896526 -0.8251401232 0.83305494 0.8101415324 0.29179408
#> [38,] 0.917616614 -0.9467297451 0.67509630 0.7153514553 0.82762039
#> [39,] 0.520523221 -0.5844939964 0.36602695 0.3807706389 0.36062944
#> [40,] 0.768603397 -0.9137992225 0.52398558 0.4342660289 0.51860411
#> [41,] 1.518210051 -1.0759187184 1.53017296 1.2676678943 0.88011354
#> [42,] -0.460652449 -0.7947427177 -0.13980591 0.5290561059 0.78701248
#> [43,] 0.007438931 0.1323781495 0.13365427 0.9720354758 0.48344360
#> [44,] 0.885419852 -0.7896764835 0.85131605 1.4455166032 0.92121667
#> [45,] 0.207636743 -0.3337154012 0.28704763 0.9800128585 0.48195795
#> [46,] 1.434415915 -0.6782193300 1.91091718 2.1451799936 2.19640404
#> [47,] -0.324022602 -0.4451725546 -0.53698513 -0.6408036072 -1.16117670
#> [48,] -0.312877569 -0.9036667540 -0.86248949 -0.8172445426 -1.16167192
#> [49,] -0.189043871 -0.9112661054 -0.93188172 -1.2991723105 -0.87741656
#> [50,] 0.181631666 -0.8302063574 -0.52739805 -0.9758536814 -0.71349927
#> [51,] -0.784683960 -0.3134504642 -1.17338495 -0.3817732976 0.10460153
#> [52,] -1.383626281 -1.0607200157 -1.54819431 -0.9303356741 -1.04727647
#> [53,] 1.110797183 -1.0353888444 1.00425288 -0.2790058379 -1.52565744
#> [54,] -0.012787240 -0.7440803752 0.61072588 0.4835380986 -0.08160059
#> [55,] 1.054659240 0.3147625824 1.25214750 0.2761261479 -0.74420281
#> [56,] -0.541969911 -0.1437316169 0.37150528 0.3652851312 -0.17073990
#> [57,] -0.639798533 1.2773470894 -0.27995995 -0.3442326731 -1.39046282
#> [58,] -0.526284309 -0.1690627882 -0.01791297 -0.1035034180 -0.99032635
#> [59,] -1.166917309 0.4363522044 -0.62874723 -1.0837829771 -1.17652847
#> [60,] -0.572102778 0.7605911962 -0.07589201 -0.0321762314 -1.27755302
#> [61,] 0.722784928 0.1475768523 1.13938512 1.3221017999 0.32150719
#> [62,] 1.518210051 -0.7035505012 0.85633786 -0.0626779888 -0.33812372
#> [63,] 0.680268692 -1.0708524842 0.77324979 0.2545402888 -1.08243698
#> [64,] -0.996852363 0.3628918078 -1.07660105 -0.4146213441 0.11846764
#> [65,] -0.445792405 6.6120917517 -0.74698794 -0.5915315374 -1.00270681
#> [66,] -0.733912143 0.2666333571 -0.71046571 -0.5187965773 -0.22818524
#> [67,] -2.441166065 2.7288232012 -1.49888931 -1.4056938327 -1.24239252
#> [68,] -1.434398097 0.6263359886 -1.83398075 -0.6637972397 -0.43469131
#> [69,] -1.764208514 2.0752789833 -1.89013367 -1.0359186807 -0.64169260
#> [70,] -2.193498668 0.5174119523 -1.45095388 -1.0701745007 -0.72786060
#> [71,] -0.793765098 0.0006560591 -0.90449005 -0.9115653619 -0.67586267
#> [72,] -1.326662780 0.6567333941 -1.48838917 -0.7543639965 0.03229964
#> [73,] -0.898198183 0.1247787982 -1.21675510 -0.9566141113 -0.60950340
#> [74,] -0.022281157 -0.6224907533 -0.69083502 -1.3597065676 -1.58557887
#> [75,] -1.304785493 0.6288691058 -0.93096866 -0.8618240343 -1.33054139
#> [76,] -1.079408162 0.5250113037 -1.33453928 -1.3090267245 -1.33153183
#> [77,] -1.301896040 -0.0044101751 -1.12681911 -1.3695609816 -1.66778512
#> [78,] 0.307942039 -0.8074083033 0.07841441 -0.5244276710 -0.93585233
#> [79,] 1.089745454 -0.3818446266 0.63081310 0.2287311094 -0.61594124
#> [80,] 0.208875080 -0.2729205902 -0.11058812 -0.3160772047 -0.52531628
#> [81,] -0.224130085 0.6060710517 -0.27356856 -0.2203486120 -0.62931214
#> [82,] -0.745057176 2.3716536868 -1.11631897 -1.0748670787 -1.02053468
#> [83,] -1.805073634 -0.5414310053 -1.89150326 -1.8533657807 -1.50436305
#> [84,] -1.050513632 0.4566171414 -0.27448162 -1.2475539517 -0.52729715
#> [85,] 0.237769610 -0.2450563019 1.14212429 -0.3043457595 -0.32623848
#> [86,] -0.212572273 -0.4857024286 0.50709405 -0.5394439208 -0.04792574
#> [87,] -0.725656564 1.7409075230 0.69381394 -1.4103864108 -0.79719118
#> [88,] -0.351678794 1.2089529271 1.21425569 0.3113204834 0.51662323
#> [89,] 0.547766635 3.0809264814 -0.25759009 0.0593290410 -0.08952409
#> [90,] 0.099488647 0.7327269078 1.26766945 0.7885556732 0.47997707
#> [91,] 0.889547642 2.5287069485 1.58632588 2.1296944859 1.78042059
#> [92,] 0.579550617 1.9511562443 1.10240637 1.7890133180 2.33159867
#> [93,] 0.538272718 1.3761386572 0.55274684 1.1297060990 1.50854569
#> [94,] -1.012537965 1.6801127121 -0.34843913 0.2254463047 -0.07862928
#> [95,] 0.523825453 0.3248950509 0.34913542 1.1916481295 1.12227534
#> [96,] -1.217689125 0.7301937907 0.26969957 1.0152071941 1.88293080
#> [97,] -0.834217439 -0.2906524101 -1.71482698 -1.8650972259 -1.06609477
#> [98,] -1.485995471 -0.8454050602 -1.00355659 -0.7890890742 0.22543482
#> [99,] 1.091396570 -1.0227232588 0.91614301 0.0907693141 0.21800654
#> [100,] 0.350458275 -0.0829368060 0.22906859 -0.6666127866 -0.74420281
#> [101,] -0.229908991 -1.0987167725 0.17154609 -0.1696687688 -0.38863600
#> [102,] 1.121942216 -0.9340641595 1.52332504 1.8082528881 1.82548546
#> [103,] 1.249078146 -0.4046426807 1.91091718 2.0334966355 2.01961108
#> [104,] 1.240822566 0.2489015372 1.61143492 1.8204535911 1.62937898
#> [105,] -0.393782252 -0.2602550046 -0.27722079 0.3174208349 0.66816006
#> [106,] -2.550139719 -0.9112661054 -1.50117195 -0.3001224392 0.25663358
#> [107,] 0.035920681 -0.6250238704 0.72622742 1.4520862125 1.99088841
#> [108,] -1.017904092 -0.7212823211 -0.10967507 1.0954502791 2.05477158
#> [109,] 1.210276921 0.3932892133 1.91091718 1.6674755459 0.93953975
#> [110,] 1.000997971 -0.4046426807 0.20213345 -1.3094959823 -0.72043233
#> [111,] 1.056310356 -0.0322744635 0.35187459 -1.0640741492 -1.31419919
#> [112,] 0.370684446 -0.6858186814 -0.44020123 -1.6975721887 -0.71746102
#> [113,] -0.218351179 -0.1032017430 -0.94055575 -0.6989915752 0.11846764
#> [114,] 0.906884360 0.0690502214 0.87094675 0.3742010296 0.39133298
#> [115,] -0.499453674 -0.1589303197 -0.82824990 -2.1081727700 -1.26170604
#> [116,] -0.737214375 -0.3995764464 -1.15649342 -1.1508868435 -0.21580478
#> [117,] -0.685617001 -0.8403388259 -0.86294602 -0.5281817335 0.13580029
#> [118,] -0.893244835 0.0107885276 -1.32221303 -0.7951894257 -0.35149462
#> [119,] 0.649723046 -0.2653212389 0.24230790 0.1766434928 -0.17024468
#> [120,] 1.360941254 -0.0069432923 1.91091718 1.4600635952 0.57357335
#> [121,] 0.836299152 -0.0398738149 -0.03845672 -0.2869832206 -0.05485880
#> [122,] 0.872210924 0.2286366002 0.11858886 0.2010448988 1.23320426
#> [123,] 1.019985804 0.5908723489 0.30485222 0.4230038415 0.99450899
#> [124,] 0.684809261 -0.0956023916 1.26127806 2.0170726122 1.29213525
#> [125,] 1.518210051 -0.8758024657 1.19188582 0.2578250934 0.19572171
#> [126,] 1.438130926 -0.5085004827 0.52718128 -0.0007359583 0.30714585
#> [127,] 1.441845937 -0.7567459608 0.62670435 0.4098646229 -0.10289498
#> [128,] 1.059199809 -0.5768946451 0.31809153 0.5201402076 0.03130920
#> [129,] 1.079425980 -0.1741290224 0.55137726 0.7158207131 0.33141155
#> [130,] 1.296960510 -0.4603712574 1.24529958 0.6956426274 -0.49659361
#> [131,] 1.120291100 -0.4527719060 0.27152568 -0.5244276710 -0.73875541
#> [132,] 0.790480683 0.1399775009 0.19985081 -0.3723881415 -0.58969467
#> [133,] 0.876751493 -0.0677381032 0.15374150 -0.3156079468 -0.61148428
#> [134,] 0.974992894 -0.2070595450 0.25874291 -0.4587315780 -0.57335246
#> [135,] 0.827218014 -0.3033179957 0.18204623 -0.5643145846 -0.78134419
#> [136,] 0.649723046 0.0994476269 -0.20235022 0.7026814946 1.04254517
#> [137,] 0.952702828 -0.6807524471 0.53174656 1.2869074644 1.43871989
#> [138,] 0.293081995 0.1045138612 0.60570407 0.9002390313 0.27792797
#> [139,] 0.330644884 -0.7922096006 1.16129846 1.2423279727 0.08281192
#> V33 V34 V35 V36 V37
#> [1,] 0.426952321 1.46390652 1.72825492 1.6720684144 1.19220320
#> [2,] 0.944399484 -0.30746200 -0.04857751 -0.3730183930 0.66740962
#> [3,] -0.733289568 -1.40789736 -0.82458504 0.0620510297 0.33880055
#> [4,] -0.689780497 -1.01775891 -0.42999180 0.4275242317 0.97190434
#> [5,] -0.619337239 -1.70312544 -1.48624581 -1.0816344587 -0.89143987
#> [6,] -0.766439336 -0.68185495 -0.51216642 -0.4898804963 0.08948272
#> [7,] -1.336200977 -0.80869368 -0.61604755 -0.1359446357 -0.16065254
#> [8,] -0.234489149 -0.26197500 1.28831059 1.3944278760 0.03389711
#> [9,] 0.022421555 -0.48897260 -0.40867291 0.0352546239 0.70542037
#> [10,] 0.774506922 2.05086370 1.46700164 1.1607036695 1.56944968
#> [11,] 1.270717515 1.96688771 1.45692362 1.3166438646 0.82313108
#> [12,] 0.869812506 -0.18149802 -0.61372185 0.6538049922 2.07503353
#> [13,] -0.907843816 -0.95827591 -1.45329843 -0.9182508175 -1.04757005
#> [14,] 1.764856248 1.60517863 0.76347833 0.6869283272 1.06672685
#> [15,] 1.252588736 1.19929468 1.30304001 1.5462741758 2.09955660
#> [16,] 1.507945544 0.88963322 0.63827831 1.3058508678 2.01781305
#> [17,] -1.895603316 -0.54145759 -0.18191746 -0.7995278527 -1.34838631
#> [18,] -0.500723225 -0.49159685 -0.46604010 -0.6655458235 -1.21841406
#> [19,] -1.072038762 -0.37569249 -0.03656141 0.3955174136 0.71890805
#> [20,] -0.433905723 -1.13060164 -0.62457510 0.5767653254 0.37027181
#> [21,] -0.210144788 0.47850077 -0.22261716 0.1733305485 0.10869246
#> [22,] -1.507647435 -0.38269049 -0.46332679 -0.2926291754 -0.47740879
#> [23,] 1.974114160 2.11646994 1.77089270 0.9976922006 0.10297041
#> [24,] 0.735141572 1.16299256 1.06465608 0.4197086133 -0.41896215
#> [25,] 0.172113477 0.46144315 0.41423618 -0.0317363907 -1.02018596
#> [26,] 0.548674126 1.98613220 1.74220911 1.0062521635 -0.13449460
#> [27,] 1.349448215 0.64995175 0.12313645 0.1978939205 -0.33354014
#> [28,] 1.041776929 0.87957360 1.12318611 0.6899057056 0.45528511
#> [29,] 1.313190656 1.49146114 1.91431068 2.2277216634 2.18579604
#> [30,] 0.651749187 1.20847955 1.24799851 1.1193925438 0.69193268
#> [31,] 0.563695115 0.48462402 0.49524795 0.4677188405 0.19820164
#> [32,] 0.925752740 0.62152238 0.72781764 0.7680618893 0.51087072
#> [33,] 2.144006723 1.14024906 1.66739919 2.2277216634 2.33865648
#> [34,] -0.654040903 0.07261683 0.42508943 0.4122651673 0.39683847
#> [35,] -1.176667718 -1.53604821 -1.12692563 -0.6912257124 -0.63721743
#> [36,] -0.328240837 -0.83187456 -1.05289095 -0.7038795707 -0.56405695
#> [37,] -0.299752755 -0.87648680 -1.03195968 -0.4965795977 -0.46800828
#> [38,] 0.668842036 0.77285411 0.85146719 0.5376872335 0.41318718
#> [39,] 0.248254351 0.34728829 0.43361698 0.3932843798 0.32776517
#> [40,] 0.437829588 0.52005139 0.56308078 0.4852109387 0.42953589
#> [41,] 0.606686220 0.57559801 0.53672288 0.5585288825 0.32122568
#> [42,] 1.277969027 2.05436269 2.29533735 2.0479624408 1.91440746
#> [43,] 0.848057970 1.85579447 2.09416457 2.1179308339 1.63116606
#> [44,] 1.164534664 1.98875645 2.25076149 1.9850653216 1.30173956
#> [45,] 1.193540711 1.97169883 2.10850637 2.0807136035 1.60909530
#> [46,] 1.743101713 1.02653158 0.53052102 0.2153860187 0.36945438
#> [47,] -1.386443595 -0.92197379 -0.37921408 -0.6216294917 -1.11051258
#> [48,] -1.231054056 -0.86292818 -0.36099612 -0.6499145867 -1.21800535
#> [49,] -0.841544279 -0.56551322 -0.81256894 -0.6424711407 -0.24076122
#> [50,] -1.321179989 -0.91322630 -0.58503826 -0.6469372083 -0.66460152
#> [51,] -0.137629670 -0.52483735 -0.62767603 -0.9923131059 -0.50438416
#> [52,] -1.046140505 -1.16821589 -1.17886620 -1.3629967201 -1.10438181
#> [53,] -1.340344698 -0.75052282 -0.40092059 -0.6335390054 -0.99607161
#> [54,] -0.098782285 -0.09096140 -0.91024821 -0.7589610716 -0.57427490
#> [55,] -0.341189965 0.25631430 -0.45363638 -1.1594184701 -0.70792560
#> [56,] -0.285249731 -0.31446000 -0.96839063 -0.9647723554 -0.67236716
#> [57,] -1.361581269 -1.57978571 -0.04315088 1.1659140817 1.44846923
#> [58,] -0.786122011 -0.96352441 0.47547953 1.2634232252 1.63484452
#> [59,] -1.219658823 -1.50237034 -0.13695399 0.6806013980 0.42994460
#> [60,] -1.287512255 -1.35278811 0.20337299 0.9809444469 1.08225813
#> [61,] -1.493662377 -0.62674571 0.38981636 0.2875874456 -0.98871469
#> [62,] 0.931968321 0.39802378 -0.57844878 -1.1530915410 -1.15588025
#> [63,] 0.194385978 0.12204020 -0.69046985 -0.2900239693 0.28811955
#> [64,] 0.664698315 0.66788412 0.88247649 1.3207377599 1.27844265
#> [65,] -1.778543197 -1.20845438 -0.45828778 0.2094312619 -0.02046235
#> [66,] 0.188688362 -0.09883415 -0.73039431 -0.8181364679 -1.12481770
#> [67,] -0.965337945 -0.98145679 -0.54705187 -0.9952904843 -1.10438181
#> [68,] -0.505384911 -0.47585135 -0.17067659 -1.2133834541 -0.79334761
#> [69,] -0.464983631 0.10541995 0.37508695 -0.4467085091 -0.85588142
#> [70,] -0.710499102 -0.08833715 -0.16214904 -0.3134708244 0.34084414
#> [71,] -0.569612587 -0.83449881 -0.75481413 -0.6205129748 -0.23463045
#> [72,] 0.364278540 0.39846116 0.43245414 0.2250624986 0.18757498
#> [73,] -0.594474913 -0.02972891 -0.03268524 0.0672614420 0.30937287
#> [74,] -1.365724990 -0.69191457 -0.08385058 -0.0209433939 -0.21542072
#> [75,] -0.704283520 0.45225828 0.71618916 0.5294994428 0.30283339
#> [76,] -0.372267873 -0.11064327 -0.46952864 -0.6004156704 -0.06378643
#> [77,] -0.584633576 -0.06996740 0.07894821 0.1949165421 -0.02904542
#> [78,] -1.105706495 -1.41358323 -1.06800798 -0.9938017951 -0.62332103
#> [79,] -0.917685153 -0.97577091 -0.73233239 -0.9234612298 -1.25233764
#> [80,] -1.171488066 -1.48793697 -1.26724268 -0.9264386082 -0.46964315
#> [81,] -1.475533597 -1.37946798 -0.87536275 -0.9286716420 -1.12727001
#> [82,] -0.644717531 -0.51783935 -0.51371689 -1.1065700030 -0.82481887
#> [83,] -1.079808239 -1.34535274 -0.93079186 -1.1073143477 -0.49580109
#> [84,] 0.250844177 0.83802298 1.01814214 1.2507693669 1.46359178
#> [85,] 0.755860178 1.68084449 1.50576325 1.1759627339 1.34097646
#> [86,] 1.809919215 1.96951196 2.29533735 1.9344498883 2.29328881
#> [87,] 0.992052276 1.95988971 1.76081468 1.9969748353 1.86045672
#> [88,] 0.408823541 0.89794334 1.71275028 1.6344790117 1.89846747
#> [89,] -0.070812168 -1.00332553 -1.49438574 0.0761935773 0.70337678
#> [90,] -0.610531832 -0.19112026 -0.49511131 -1.1683506054 -0.18640176
#> [91,] 0.033816788 -0.06646841 0.33865103 -0.8568423874 -0.05029875
#> [92,] 1.247409085 0.82752598 1.32823506 0.2831213780 -0.86201219
#> [93,] 1.880362472 0.44919665 -0.04315088 -0.3618532239 -1.00792443
#> [94,] -1.430988596 0.32804379 1.12589943 1.1517715342 0.76509316
#> [95,] 0.314035923 0.77066724 0.95883687 -0.0001017449 -1.05737927
#> [96,] 1.222546759 0.46100578 -0.43348034 -1.2319920693 -1.14647974
#> [97,] -1.030083586 -0.09752203 -0.29510138 -0.8516319752 -0.95887830
#> [98,] -0.186836357 -1.03000541 -1.44825942 -0.5676645077 0.02531404
#> [99,] -0.134003914 -0.34507624 -0.47650574 -0.6182799409 -0.43980676
#> [100,] 0.009990392 -0.17887377 -0.64240545 -1.1426707165 -1.39947603
#> [101,] 0.071110277 -0.14694539 -0.38192739 -0.6982969862 -1.08844182
#> [102,] 1.493442521 1.10219744 0.91813717 1.0661719044 1.00787150
#> [103,] 1.713577701 1.24215743 1.34141401 1.4796553335 1.59315531
#> [104,] 1.330283505 0.95786371 0.89139166 0.9731288285 0.90242232
#> [105,] 0.493769822 0.02406821 -0.29006237 -0.6264677316 -0.94988651
#> [106,] 0.576126278 0.77022986 0.45338541 -0.0883065809 -0.57468361
#> [107,] 2.954104184 2.33384528 1.03752295 -0.0406685260 -1.03244749
#> [108,] 2.656274235 1.97957158 1.00573842 0.2529754214 -0.91105832
#> [109,] 0.493769822 -0.08221390 -0.45634970 -0.7470515579 -0.17127920
#> [110,] -0.337564209 0.35516104 1.45924932 1.9899035615 1.80650597
#> [111,] -0.822379570 0.28561842 1.20381027 1.5611610679 1.53716098
#> [112,] 0.216658479 0.80303298 1.55227719 2.1793392639 2.05378021
#> [113,] 1.138636408 1.18136231 0.61540896 0.4368285393 0.52517584
#> [114,] 1.309046935 0.88350997 0.37818787 -0.1623688692 0.01386994
#> [115,] -1.093275332 -1.20889176 -0.89978257 -0.9625393216 -0.87100398
#> [116,] -0.073919959 -0.39012586 -1.02071881 -0.7783140314 -0.23176943
#> [117,] -0.026785132 -0.48328673 -1.28933680 -0.4202842755 0.12136271
#> [118,] -0.438567409 -0.58475771 -1.24592379 -0.1080317129 0.35719285
#> [119,] -0.898002479 -0.57119909 -0.19005740 0.1048508446 0.40787385
#> [120,] 0.576126278 0.34466404 -0.37611315 -0.4158182079 -0.62577333
#> [121,] -0.029374958 -0.45660685 -1.08196216 -0.9443028788 -0.70015996
#> [122,] 0.870330471 -0.41811786 -1.38081421 -0.3190534090 -0.07563925
#> [123,] 0.349775517 -0.63199421 -1.46453930 -0.2449911206 -0.24852685
#> [124,] 0.287101736 -0.34595099 -1.03583584 -1.0671197389 -0.95724342
#> [125,] 0.467871566 -0.10145840 -0.82884882 -0.9286716420 -0.72141329
#> [126,] 0.550228021 -0.15656764 -0.86450950 -1.0663753943 -0.90124909
#> [127,] -0.280070080 -0.40980774 -0.82729835 -0.9751931799 -0.86037732
#> [128,] -0.698585904 -1.08074090 -1.00405132 -1.1958913559 -0.81950554
#> [129,] -0.203929206 -0.52090097 -0.97420487 -1.1274116520 -0.64375691
#> [130,] -0.242776591 -0.43561286 -1.06490705 -1.3302455574 -1.03857826
#> [131,] -1.168898241 -1.11398139 -0.89513118 -1.0697249450 -1.24048482
#> [132,] -0.848795791 -0.87648680 -0.96528970 -1.2852127087 -1.15547153
#> [133,] -0.739505149 -0.95477691 -1.11335907 -1.3931426767 -1.30587966
#> [134,] -0.757115963 -0.78157644 -0.68116706 -1.0250642686 -1.25969456
#> [135,] -1.167862311 -0.87911105 -0.71915344 -1.0001287243 -1.32999401
#> [136,] 0.343041970 -0.88567167 -1.19708416 -1.3324785912 -0.84484604
#> [137,] 0.466317671 -1.05581053 -1.15522161 -0.9558402202 -1.10724284
#> [138,] -0.887125211 -1.41314586 -1.28003401 -1.3585306525 -0.90043166
#> [139,] -1.337236908 -1.15946839 -0.94474604 -0.7984113358 -0.45779034
#> V38 V39 V4 V40 V41
#> [1,] 1.211472633 0.827046929 -0.735782650 -0.226183351 -1.42401035
#> [2,] 2.458942782 3.240505880 -0.739824374 3.220408517 1.78742565
#> [3,] -0.110836542 -0.211712877 -0.357881518 -0.394676244 -0.58323340
#> [4,] 0.378601507 1.090297640 1.691272219 1.592359361 1.15555516
#> [5,] -0.958399992 -1.258822051 -1.012640700 -1.456074144 -1.36105224
#> [6,] 0.513128100 0.334434123 -0.521571313 -0.345308899 -0.69598565
#> [7,] -0.858308534 -1.114918211 -0.648885599 -1.114258946 -1.11894969
#> [8,] -1.281631124 0.208702439 -0.165899659 1.582163931 0.29302904
#> [9,] 0.307894697 1.100120428 -0.246734126 0.994048613 0.07668207
#> [10,] 0.432779452 -0.122816647 0.707112584 -0.001347295 -0.10818583
#> [11,] 0.576029613 -0.985748552 -0.206316892 1.567675689 2.47481376
#> [12,] 2.272993054 0.152712549 0.410045918 -0.017445342 1.77311699
#> [13,] -0.464829727 -0.043252067 2.346031401 0.015823956 0.03032201
#> [14,] 1.754170357 1.486647126 1.376017798 1.153955881 0.61297071
#> [15,] 3.003477047 2.698287996 -0.402340474 2.090325616 2.17776594
#> [16,] 2.660043969 3.167817251 -0.553905100 3.290166721 3.43234939
#> [17,] -0.900548966 -0.419464838 0.967803740 -0.636146949 0.10129297
#> [18,] -1.311015772 -1.085449847 -0.357881518 -1.373437503 -0.84021696
#> [19,] -0.048853299 -0.263282512 -0.404361336 -0.476239682 -0.54603088
#> [20,] -1.138380963 -0.823672554 -0.004230725 -1.295630276 0.18485555
#> [21,] 0.722034585 1.579472471 -0.770137299 1.248934358 0.31477820
#> [22,] -0.651238590 -0.423885092 -0.004230725 -0.990840585 -1.32499442
#> [23,] -0.499723997 -0.281945809 -0.428611676 0.266416888 0.15394885
#> [24,] -0.964368749 -0.838897875 -0.182066552 -0.278770305 -0.57464820
#> [25,] -1.399169717 -1.178766331 -0.737803512 -1.091721680 -0.96842257
#> [26,] -0.141598595 -0.273596439 -0.133565872 -0.304527180 -0.14653305
#> [27,] -0.859226804 -0.775049754 -0.256838434 -1.246799533 -1.04454465
#> [28,] 0.103120429 -0.597257296 -1.024765870 -0.910350350 -0.44529790
#> [29,] 1.804216086 1.304434414 -0.576134578 0.478374507 0.01200692
#> [30,] -0.935443236 0.726363354 0.642445011 1.740997996 0.78810873
#> [31,] -0.469421078 -1.008832103 -0.240671541 0.364614975 0.63471988
#> [32,] -0.288980972 -1.366381577 0.058415987 -0.190231046 0.24266255
#> [33,] 2.023682679 1.172809058 -0.604426642 0.168755402 -0.23639144
#> [34,] 0.662806153 0.660059537 -0.525613036 0.694624939 0.68565871
#> [35,] -0.313315134 -0.466614219 -0.689302832 -0.923765389 -0.84994685
#> [36,] -0.360606053 -0.193540719 -0.869159521 -0.593218824 -0.76638427
#> [37,] -0.162718811 0.065289738 -0.658989907 -0.559412925 -1.04626169
#> [38,] 0.232596536 -0.575647163 -0.958077435 -0.812688865 -0.66507894
#> [39,] 0.021394376 -0.694502895 -0.800450224 -0.684441090 -0.59010156
#> [40,] 0.152247888 -0.701378846 -0.232588094 -0.759565310 -0.75493734
#> [41,] 0.003488106 0.061360623 -1.036891040 -0.167693781 -0.28389620
#> [42,] 1.659588520 1.688505415 -0.155795350 1.695923464 1.20420461
#> [43,] 1.310645821 1.228307808 -0.578155440 1.600408385 1.40338118
#> [44,] 1.044347446 1.283315420 -0.984348636 1.876758192 1.51842281
#> [45,] 1.521388846 1.557862338 -0.561988547 1.907344481 1.73820386
#> [46,] -0.675572752 -1.257348633 -0.333631178 -0.897471913 -0.73547756
#> [47,] -1.412025501 -1.341333468 -0.873201244 -1.005865429 -0.43327863
#> [48,] -1.244441178 -1.027986539 -0.372027549 -0.642049566 -0.21693166
#> [49,] -0.269697297 -0.166036913 -0.935847956 -0.192914054 -0.18087384
#> [50,] -0.852798912 -1.418442352 -0.390215304 -1.635835670 -1.43660198
#> [51,] -0.552524537 -0.815814324 -0.671115077 -0.901764725 -1.23227429
#> [52,] -0.957481722 -0.946948540 -0.539759068 -0.918399374 -1.07774074
#> [53,] -0.643892428 -0.385576220 -0.396277889 -0.201499679 -0.79442924
#> [54,] -0.973092316 -0.823181414 -0.165899659 -0.007786513 -0.58952921
#> [55,] -0.804130588 -1.400761334 -0.891388999 -1.008548437 -0.81102729
#> [56,] -0.731128103 -1.108042259 -0.677177662 -0.412920697 -0.43327863
#> [57,] 0.023230916 -1.311373966 0.511089002 -0.255159836 0.68794810
#> [58,] 0.443339560 -0.905201692 -0.743866097 0.183780246 0.84934980
#> [59,] -0.510284105 -1.110006817 -0.022418480 0.042117432 0.56775534
#> [60,] -0.593387564 -0.642442120 -0.105273808 0.955949902 1.10289928
#> [61,] -0.532322591 -0.230867313 -0.661010769 0.358175756 -0.03721487
#> [62,] -0.537832213 0.108510004 -0.693344555 -0.574437769 -0.62787642
#> [63,] 0.974558906 1.601573743 -0.869159521 1.174346740 -0.29763251
#> [64,] 1.247744309 1.041183702 1.412393308 1.318155960 2.00892373
#> [65,] -0.039670597 0.267148027 7.462853157 0.544913101 0.34625726
#> [66,] -0.620017401 -0.002978637 0.428233673 0.285197943 -0.04923415
#> [67,] -0.659043887 -0.719551003 1.329537979 -1.576809497 -0.96441614
#> [68,] -0.752248319 -0.709237076 1.230515757 -0.843811756 -1.38623549
#> [69,] -0.378971458 -0.029991303 1.873149770 -0.661367223 -1.18133545
#> [70,] 0.420382804 -0.706781379 -0.101232085 0.112948839 1.83378572
#> [71,] 0.457572750 0.194459397 1.060763377 -0.241744797 -0.71601778
#> [72,] 0.419464534 0.499948096 0.094791497 0.680136696 0.40177486
#> [73,] 0.441043885 0.725872215 -0.372027549 0.142461926 0.11216755
#> [74,] -0.530945186 -0.004452055 0.939511677 0.459593452 0.77036599
#> [75,] -0.036456651 -0.021641933 0.909198751 -0.529899839 -0.75779907
#> [76,] -0.066300434 0.247502451 -0.691323694 0.859361620 0.60724724
#> [77,] 0.129750267 0.284829045 0.551506235 0.176267824 0.79097046
#> [78,] -0.098439893 0.333942983 0.547464512 0.343687513 0.14879773
#> [79,] -0.900089831 -0.738705440 -0.729720065 -0.477312885 -0.95926503
#> [80,] -0.460238376 -0.628199077 -0.654948184 -0.404335072 -0.33712442
#> [81,] -0.927637938 -0.625252241 0.660632766 -0.604487457 -0.12592857
#> [82,] -0.138843785 0.168920149 1.844857706 -0.230476164 -0.97128430
#> [83,] -0.383103674 -0.502467394 0.882927550 -1.065428203 -1.08460890
#> [84,] 1.989706679 1.733199099 0.074582880 1.123369591 -0.13508612
#> [85,] 2.153158785 2.132495421 2.200529361 1.539235806 0.89055874
#> [86,] 2.683459861 1.991538417 0.537360204 0.872240058 -0.52141998
#> [87,] 2.764726779 1.700292760 1.276995576 0.681746501 1.23911774
#> [88,] 2.606784294 2.187503033 1.339642288 0.921070800 0.41551118
#> [89,] -0.447841727 -0.601677550 1.869108046 -0.234232375 -0.09216013
#> [90,] 0.357481291 -0.716113028 0.074582880 0.309881615 0.93234004
#> [91,] 0.139851239 -0.205328064 2.168195574 -1.469489184 1.33527195
#> [92,] 0.133423348 0.253887263 1.283058161 -0.568535152 1.65292423
#> [93,] -0.482276862 -0.726426955 0.909198751 -0.841128748 1.52185689
#> [94,] 0.648113829 1.107978658 1.038533899 0.680136696 1.28891188
#> [95,] -0.097980758 -0.074684987 0.112979252 -0.972059530 1.20821103
#> [96,] 0.221577293 1.359933164 1.133514397 0.190756067 0.52998047
#> [97,] -0.592469293 -0.634583889 0.498963832 -0.550290698 0.38689386
#> [98,] 0.025526592 -0.297171130 -0.254817572 -0.754199294 -0.80072506
#> [99,] 0.451603993 0.522540508 -0.715574034 0.079679542 -1.03195303
#> [100,] -1.200364206 -1.386518292 -0.048689682 -1.092258282 -0.54545853
#> [101,] -0.951512965 -0.852649778 -0.244713264 -1.164162892 -0.77496946
#> [102,] 0.678416747 0.434626558 -0.034543650 0.576572594 0.88597997
#> [103,] 1.146275445 0.722925378 0.286773356 0.898533534 0.76807660
#> [104,] 0.508077614 -0.063879921 0.222105783 0.532571265 0.75949140
#> [105,] -0.831219561 -0.277525554 -0.454882878 0.302905794 0.84076460
#> [106,] -0.798161832 -0.678295295 -1.030828455 0.045337042 -0.24211491
#> [107,] 0.078327132 1.521026884 -0.374048411 2.656440270 2.67055625
#> [108,] -0.785306048 0.170884707 -0.169941382 1.096002911 1.24713059
#> [109,] 0.615515234 1.418378752 -0.093148638 1.652995338 1.13037191
#> [110,] 1.261977498 0.615856992 -0.760032991 -0.086666944 -0.18545261
#> [111,] 1.394667550 0.711629173 0.106916667 0.169828605 0.29188434
#> [112,] 1.355641064 0.499456957 -0.420528229 -0.248720617 -0.20376769
#> [113,] 0.195865725 0.247011312 0.125104422 0.307198607 -0.22494451
#> [114,] 0.162807996 0.049082138 0.256460431 -0.211695109 0.37201285
#> [115,] -0.169605838 0.191021421 0.112979252 0.684429509 0.49277795
#> [116,] -0.041966272 1.190490076 -0.545821653 1.255373577 0.13334437
#> [117,] -0.132415893 -0.194522998 -0.925743648 -0.285209524 -1.40626761
#> [118,] 0.013589079 -0.708254798 -0.481154080 -1.085819063 -1.01764436
#> [119,] 0.485579992 0.248484730 -0.487216665 -0.061446670 -0.61642949
#> [120,] -1.147104531 -0.477419285 -0.040606235 0.033531807 0.26097763
#> [121,] -0.485949943 0.940008988 -0.768116437 1.074538849 -0.86253847
#> [122,] 0.194029185 1.206697675 -0.323526869 0.616281110 0.03032201
#> [123,] 0.309731238 1.484191429 0.236251814 0.972047949 -0.22036574
#> [124,] -0.752248319 0.169902428 -0.505404420 1.268252014 1.71130357
#> [125,] -0.790815670 -1.095272635 -0.010293310 -0.494484135 0.41150475
#> [126,] -0.985948100 -0.823181414 -0.675156800 -0.286819329 0.06008403
#> [127,] -1.002476965 -0.782416845 -0.155795350 -0.317405618 -0.42354874
#> [128,] -0.953349506 -0.419955977 -0.020397618 -0.600731246 -0.58838452
#> [129,] -0.558034159 -0.256897700 -0.895430723 -0.543851479 -0.32052637
#> [130,] -0.655829941 -0.789292797 -0.634739567 -1.138942618 -1.10578572
#> [131,] -1.155828098 -1.295657505 -0.244713264 -1.470025785 -1.38852487
#> [132,] -0.807344534 -1.003920709 -0.648885599 -1.010694843 -1.49498132
#> [133,] -1.008445721 -1.074153641 -0.347777209 -1.118015157 -1.50986232
#> [134,] -1.266020529 -0.893905486 -0.699407140 -0.907130741 -1.46521930
#> [135,] -1.304128745 -0.905201692 -0.996473806 -0.915179764 -1.23170194
#> [136,] -0.679245833 -0.677313016 0.559589682 -1.104063516 -0.74177337
#> [137,] -0.926719668 -0.653247186 -0.564009408 -1.524222544 -0.86311082
#> [138,] -0.750870913 -0.938108031 0.074582880 -1.243043322 -1.43431259
#> [139,] -0.801375778 -1.129652392 -0.604426642 -1.286508049 -1.23112960
#> V42 V43 V44 V45 V46
#> [1,] -0.004866883 0.255505823 1.72916864 0.421965525 -0.206502543
#> [2,] 1.310577153 0.555775804 0.87289828 1.535220818 1.482090814
#> [3,] -0.241065398 -0.507257920 -1.04517983 -0.889844974 -0.845309024
#> [4,] -0.281643092 -0.421466497 -0.30751997 -0.477927055 -0.793936475
#> [5,] -0.860632272 -0.702238427 -0.60404624 -1.105226893 -0.726184273
#> [6,] -0.901209965 -1.545334139 -1.45462980 -0.753885138 -0.597380635
#> [7,] -1.213113132 -0.862902365 -1.06305265 -0.899267933 -0.744797515
#> [8,] -0.321009511 -0.235845055 0.75022577 -0.051874696 -0.069509078
#> [9,] -0.024247274 -0.114177218 0.13848802 -0.578214261 -0.699381203
#> [10,] 0.033893899 -1.537534919 -0.21165669 -0.310332999 -0.022603707
#> [11,] 1.898650891 0.728138572 -0.26365034 0.244948510 1.310848983
#> [12,] 2.141511415 0.165034868 -0.57561221 -0.507542068 -0.279466453
#> [13,] -1.214930044 -0.960392619 -0.60648344 -0.591002562 -0.854243381
#> [14,] -0.636546501 -0.680400611 0.32452779 -0.074759025 -0.015158410
#> [15,] 1.850805551 1.653906019 1.22791739 -0.351390177 -0.333072592
#> [16,] 3.069953270 2.419789450 0.57718441 1.610604490 2.861704345
#> [17,] -0.280431817 -0.609427706 -0.46187611 -0.308313794 -0.924229172
#> [18,] -1.125901373 -0.666362014 -0.18403506 -0.610521548 0.188842727
#> [19,] -0.518447244 -1.296539013 -0.99074898 -0.426773849 0.211923148
#> [20,] 0.546868622 0.131498220 -0.85264086 -0.401197246 0.017600896
#> [21,] -0.493010481 -0.479960649 -1.04193023 -0.470523301 -0.054618484
#> [22,] -1.518959927 -1.389349734 -0.93550573 -0.825903467 -0.849776203
#> [23,] -0.388840879 0.388872490 0.06293476 -0.572829713 -0.765644347
#> [24,] -0.580827877 0.193891983 -0.38713525 -0.968593988 -0.720972565
#> [25,] -0.657138166 0.117459624 -0.14016543 -0.914075440 -0.806593480
#> [26,] 0.455417402 1.469844420 0.27009694 -0.845422454 -1.099193652
#> [27,] -0.658955078 0.179853386 -0.34326561 -1.225033086 -1.079835880
#> [28,] -0.843674429 -0.785690084 -0.74459156 -0.585618014 -0.649497714
#> [29,] -0.309502404 0.338177558 0.13848802 0.253698401 0.183631019
#> [30,] 0.203472320 -0.093899246 0.55281239 -0.430812260 -0.392634968
#> [31,] 1.347521023 1.340377364 0.28553255 -0.288121739 -0.401569324
#> [32,] 1.395972001 1.462045200 0.27822095 -0.206007382 -0.238517320
#> [33,] -0.325854608 0.351436232 1.00369479 0.675039280 0.394332924
#> [34,] 0.018752968 -0.157072930 -0.95744055 -1.291666867 -0.846053554
#> [35,] -0.664405813 -0.578230825 -0.57155021 -0.744462179 -1.135675607
#> [36,] -0.126599964 0.042587109 -0.35057721 -0.368216890 -0.280955513
#> [37,] -0.113275945 -0.229605678 -0.47649933 -0.370236095 -0.461131700
#> [38,] -1.326367292 -1.356593009 -1.33358209 -1.118015195 -1.017295385
#> [39,] -1.090774414 -1.518816790 -1.32870768 -0.936959769 -0.862433208
#> [40,] -1.313043273 -1.472801391 -1.42375857 -0.996862865 -1.031441449
#> [41,] -0.727392084 -0.695999051 -0.51711936 -0.463119548 -0.726928802
#> [42,] 0.798813704 0.248486525 -0.34326561 -0.399178041 -0.515482368
#> [43,] 1.193689170 0.708640521 -0.17184905 -0.592348699 -0.761921698
#> [44,] 1.456535722 0.925458845 -0.10604460 -0.337928807 -0.860199618
#> [45,] 1.400817098 1.017489644 0.12224001 -0.331198122 -0.642052417
#> [46,] -0.719518800 0.080023367 1.39608434 1.171090761 0.558873987
#> [47,] -0.561447486 -0.710037648 -0.96312736 -0.790230837 -0.739585807
#> [48,] -0.202910253 -0.401188525 -0.95825295 -0.728981604 -0.519949546
#> [49,] -0.442136954 -0.767751878 -0.27502395 -0.110431656 0.039936787
#> [50,] -1.546819239 -1.482160455 -1.37826413 -1.107246099 -1.219807463
#> [51,] -1.376635181 -1.280940572 -0.70315913 -0.579560398 -0.814038777
#> [52,] -1.454762382 -1.353473321 -0.60648344 -0.796288453 -0.751498282
#> [53,] -1.687327073 -1.674021274 -0.79577281 -0.459754205 -1.032930509
#> [54,] -0.477263913 -0.955713086 -0.81120842 -0.045817080 0.395821983
#> [55,] -0.394291614 -0.621126536 -0.93956774 0.136584483 0.795634431
#> [56,] -0.492404843 -1.394029266 -0.42369328 -0.232257053 0.027279782
#> [57,] 0.624995823 -0.044764158 -0.10360739 0.197160647 0.165762306
#> [58,] 0.827278654 0.434107967 0.08730678 0.401773470 0.844773392
#> [59,] 0.080527964 -0.634385211 -0.29777117 -0.222834094 -0.695658555
#> [60,] 0.726137238 -0.074401195 -0.59754703 -0.158219519 0.210434088
#> [61,] -1.021731771 -0.618006848 -0.67716230 -0.743789111 -0.642796946
#> [62,] 0.059936299 -0.223366302 -0.49031014 -0.853499276 -0.787235708
#> [63,] -0.347657548 -0.553273320 -0.99887299 -0.994843660 -0.959966598
#> [64,] 1.183998975 0.966014790 0.54956279 -0.021586614 0.576742700
#> [65,] -0.079360261 -0.658562794 -0.14341503 0.536387169 0.433792998
#> [66,] 0.101725267 0.051166252 -0.16291265 0.032258866 0.065250797
#> [67,] -0.646236697 -0.739674685 -0.40744526 -0.879075878 -1.142376374
#> [68,] -1.143464852 -1.100778584 -1.06873945 -0.827922673 -0.875834742
#> [69,] -1.452945470 -1.339434724 -1.14185552 -1.083015633 -0.826695782
#> [70,] 0.972631586 -0.494779168 -0.57479981 -0.959171029 -0.809571599
#> [71,] -0.642602873 -0.232725367 -0.87051368 -0.969940125 -1.009850088
#> [72,] 0.291895353 0.051946174 0.32452779 0.082739003 0.093542926
#> [73,] 0.319754665 -0.003428290 0.42445308 -0.179084642 -0.544519026
#> [74,] 0.706151210 0.680563328 0.31721618 0.058508537 -0.359131131
#> [75,] -0.125994327 0.376393737 -0.07354857 -0.578214261 -0.554197912
#> [76,] 0.495995096 -0.138354801 -0.55042779 -0.671097713 -0.411248210
#> [77,] 0.861799975 0.278123562 0.55281239 0.256390675 -0.963689247
#> [78,] 0.491755635 0.378733503 -0.28314795 -0.322448232 -0.345729597
#> [79,] -1.081689856 -0.408987745 -0.35382682 -0.089566532 -0.362109250
#> [80,] -0.569926407 -0.327875854 -0.29289676 -0.602444726 -0.658432070
#> [81,] 0.022386792 -0.909697687 -0.80227202 -0.473888644 -0.171509647
#> [82,] -0.232586477 0.707080677 -0.30427037 -0.898594865 -0.447730165
#> [83,] -0.006683795 -0.087659869 -1.52124666 -0.031682642 -0.134283162
#> [84,] -0.785533257 -0.373111332 0.08405717 1.485413749 1.045051881
#> [85,] 1.142815644 1.544716935 1.29534665 1.803102079 1.619828808
#> [86,] -0.500278127 -0.646084041 0.60480604 1.588393229 1.067387771
#> [87,] 0.585629404 -0.733435308 -0.55124019 0.436099963 0.106199930
#> [88,] 0.985349967 1.628948514 1.92008281 2.424344302 1.966779647
#> [89,] 0.981716144 0.530818299 -1.07280146 -0.553310726 0.350405672
#> [90,] -0.743744289 -0.002648368 0.87289828 0.168891770 -0.385189671
#> [91,] 2.489147178 1.396531750 0.75997458 2.571746302 2.999442340
#> [92,] 1.687283502 0.062085160 2.53263296 2.783089810 2.575804941
#> [93,] 2.180877835 1.359875414 1.98182526 2.521266165 2.702374990
#> [94,] 1.958003338 2.147596662 -0.62435626 1.517047969 2.068780216
#> [95,] 3.116587335 3.914899978 2.74629435 2.587226878 4.190689857
#> [96,] 1.190660984 1.641427266 1.65442777 2.304538109 2.967427562
#> [97,] -0.496038667 -1.340994568 -0.97693817 0.251679195 1.292980270
#> [98,] -1.196760927 -1.487619909 -1.06792705 -1.024458674 -0.927951821
#> [99,] -0.710434242 0.939497441 0.76728618 -0.719558645 -0.088122321
#> [100,] -0.548123467 -1.297318935 -0.50818295 -0.228218642 -0.450708284
#> [101,] -0.569320770 -0.923736283 -0.28558516 -0.009471381 -0.668855486
#> [102,] 0.938715902 1.423829021 2.26941512 1.814544244 1.141096212
#> [103,] 0.673446800 1.824708943 2.64149465 1.663103832 0.752451709
#> [104,] 0.720080866 1.328678533 1.97370126 1.306377529 0.969854381
#> [105,] 0.781855862 0.971474244 0.72585375 0.036970345 0.094287455
#> [106,] -0.253783780 0.162695102 0.15879804 -0.195238286 -0.153640934
#> [107,] 1.559494049 0.090942275 -0.32864239 0.538406375 0.819459382
#> [108,] 0.520826221 -0.200748563 -1.06548985 -1.089746318 -0.653964892
#> [109,] 0.393642406 0.128378532 0.82009223 1.526470927 1.934764870
#> [110,] -0.364009753 0.501961184 1.27178703 0.654174156 0.418902404
#> [111,] 0.205289231 0.800671320 1.24416541 0.559944567 0.037703198
#> [112,] 0.302796823 1.433188085 1.96151525 1.309742872 0.641516784
#> [113,] -0.757673945 -0.485420104 0.11330360 -0.294179355 -0.336795240
#> [114,] 0.600770334 0.745296856 -0.02561692 -0.661674754 -0.644286006
#> [115,] -0.017585265 -0.982230435 -0.95419095 -0.547253110 -0.624183704
#> [116,] -1.449917284 0.494161963 1.02319241 1.424164516 1.470922868
#> [117,] -0.586278612 0.749976389 2.04600492 1.583008681 0.683210447
#> [118,] -0.133867611 1.531458260 2.11099698 0.840614130 -0.178954944
#> [119,] -1.004168292 -0.400408603 -0.45293970 -0.911383166 -0.274999275
#> [120,] 0.629840921 0.579173464 -0.97612577 -0.566099028 -0.817016896
#> [121,] -0.263473975 0.715659819 1.92252001 1.756660353 0.251383222
#> [122,] 0.939321539 1.407450658 2.19629906 2.066271862 0.214901266
#> [123,] 1.123435253 1.800531360 2.26941512 2.207616246 0.411457107
#> [124,] 1.353577395 2.351156312 2.35552960 3.378755429 3.157282636
#> [125,] 0.973237223 1.124338962 -0.07923537 -0.002740696 0.389865746
#> [126,] 1.011392368 1.004230970 -0.69747232 -0.373601438 -0.425394274
#> [127,] -0.039388205 -0.689759675 -0.64385387 -0.025625025 -0.319671057
#> [128,] -0.038782567 -0.873821273 -1.17191434 -0.908690892 0.001221243
#> [129,] 0.188937026 -0.300578583 -0.92331972 -0.955805687 0.205966910
#> [130,] -0.443348229 -0.062702364 -0.40338326 -0.838018700 -0.700125733
#> [131,] -1.074422209 -0.458902755 0.08243237 0.127161524 0.447939062
#> [132,] -0.916350896 -0.129775659 0.27659615 -0.036394121 0.239470747
#> [133,] -0.996295008 -0.340354606 -0.05973775 -0.091585738 0.285631588
#> [134,] -1.437198903 -0.796608993 -0.31320678 -0.308986862 -0.009202173
#> [135,] -1.082295493 -0.669481702 -0.17184905 0.047739441 0.500056141
#> [136,] -1.366944985 -1.450183652 -0.59835943 -0.926190673 -0.805848950
#> [137,] -1.522593750 -1.528955777 -0.66497629 -0.743116042 -0.674811723
#> [138,] -0.893336681 -0.737334919 -0.47081252 -0.467831027 -0.505058952
#> [139,] -0.463939894 0.005930774 -0.21571869 -0.387062808 -0.143962048
#> V47 V48 V49 V5 V50
#> [1,] -0.195241880 0.71680040 -0.365878023 0.30710799 0.86678657
#> [2,] 1.642489725 1.08777766 0.459849310 -0.98824994 0.64746011
#> [3,] -0.990370142 -1.28615833 -0.789825278 -0.32241175 -1.16563859
#> [4,] -0.111604469 0.24551599 -0.022286784 1.55231188 -0.33950894
#> [5,] -0.406053984 -0.60470655 -1.172209076 -1.01938004 -0.05438455
#> [6,] -0.400325394 -0.71297459 -1.055831399 -0.72364412 0.08452221
#> [7,] -0.022238468 -0.31970686 -1.005955251 -0.74785642 0.44275542
#> [8,] -0.850592551 -0.56490213 -1.022580633 0.72736430 -1.00479919
#> [9,] -0.687900601 -0.91518108 -0.180227918 -0.31030560 -0.28102188
#> [10,] 0.035047430 -0.23054495 -0.174686124 1.45027433 -1.03404272
#> [11,] 1.239197004 -0.32448339 -0.828617837 -0.06818263 1.92686444
#> [12,] -0.494274267 -0.10157861 0.013734878 1.05768922 0.07721133
#> [13,] -1.315754042 -0.97886816 -0.396357891 3.09325169 -0.61732245
#> [14,] -0.707377807 -1.08872838 -0.219020477 1.74082191 -0.22253483
#> [15,] 0.096916200 0.48593473 0.174446910 -0.55069913 0.21611808
#> [16,] 3.562713022 3.20378096 4.062015528 -0.21518586 4.19323782
#> [17,] -0.834552500 -0.66361711 -0.820305146 0.66856301 -1.07059713
#> [18,] 0.281376791 -0.79735998 -0.440692244 -0.25323376 0.47199895
#> [19,] -0.011927006 -0.07928813 0.204926778 -0.62333603 0.30384867
#> [20,] -0.553851600 -0.41205313 -1.028122428 -0.77206871 0.15032015
#> [21,] -0.755497961 -0.43912014 -0.476713907 -0.79109266 1.20308714
#> [22,] -0.826532474 -1.05370048 -0.814763352 -0.22383311 -0.44917217
#> [23,] -0.866632603 -0.74959467 -0.944995515 -0.16503182 -0.24446747
#> [24,] -0.714252115 -0.69546065 -1.368942770 -0.16849072 -1.00479919
#> [25,] -1.033907425 -0.94224809 -0.673447600 -1.03148619 -0.96093390
#> [26,] -0.486254241 -0.23054495 -0.410212376 -0.20653861 -0.36875247
#> [27,] -0.993807296 -0.75277902 -1.169438179 -0.91215415 -0.01051925
#> [28,] -0.981204399 -1.17948247 -1.191605356 -0.89313020 -0.62463333
#> [29,] -0.143684572 -0.94384027 -0.953308206 -1.13352373 1.29812860
#> [30,] -0.214719085 -0.32607557 -0.257813036 1.37244909 -0.64656598
#> [31,] -0.653529063 -0.16526569 -0.526590054 -0.76688036 -0.99017743
#> [32,] -0.439279805 -0.21939971 -0.584778893 1.07325427 -0.96093390
#> [33,] 0.108373379 0.29487348 0.121799865 -0.70289072 -1.24605829
#> [34,] -0.960581475 -1.25113044 -1.127874723 -1.19578392 -0.93900125
#> [35,] -0.862049731 -0.65724840 -0.986558971 -0.32932955 -1.17294947
#> [36,] -0.338456624 -0.28149461 -0.526590054 -0.58874703 0.38426837
#> [37,] 0.004113045 -0.23532148 -0.069392034 -0.39677810 0.13569838
#> [38,] -1.123273425 -0.81805828 -1.097394855 -0.57318198 -0.96824478
#> [39,] -1.116399118 -1.07280661 -1.144500105 -0.71672632 -1.15832771
#> [40,] -1.194307939 -1.23998520 -1.224856121 -0.43482599 -0.65387686
#> [41,] -0.709669243 -0.52828206 -0.579237099 -1.00208554 -0.37606335
#> [42,] -0.392305368 -0.04744459 -0.443463142 -0.90523635 0.20149632
#> [43,] -0.355642394 0.13884013 0.132883453 -0.88967130 -0.13480425
#> [44,] -0.332728035 0.14202448 0.024818467 -0.81530496 -0.12749336
#> [45,] -0.478234215 -0.22417624 0.141196145 0.07536171 -0.22253483
#> [46,] -0.165453213 -1.06484572 -0.997642560 -0.66657227 -0.13480425
#> [47,] -1.007555912 -0.67476235 -0.437921347 -0.72537357 -0.50765922
#> [48,] -0.962872911 -0.72889637 -0.496110186 -0.42617874 -1.09984065
#> [49,] -0.370536727 -0.37702524 -0.194082403 -0.97095544 -0.69774215
#> [50,] -1.024741681 -1.01230388 -0.922828338 -0.16849072 -0.71236391
#> [51,] -0.911315603 -0.74481814 -0.775970792 0.05287886 -1.45807387
#> [52,] -0.432405497 -0.47414804 -0.049995755 -0.75650366 0.78636687
#> [53,] -0.525208651 -0.41682966 -0.570924408 -0.55588748 0.25267249
#> [54,] 0.811844205 0.96358784 0.714771842 0.10822126 -0.06900631
#> [55,] 0.747684000 0.26939865 0.415514957 -1.02629784 1.45896800
#> [56,] 0.696126692 0.81233102 -0.025057681 0.52674812 0.13569838
#> [57,] 0.846215744 1.28679979 2.357913817 -0.91215415 1.40779183
#> [58,] 1.341165902 1.79629644 2.247077933 -0.67694897 1.11535655
#> [59,] -0.035987083 0.64356026 0.645499415 0.60976171 -1.01211007
#> [60,] 0.574680588 1.00180009 1.147031788 -0.95020205 -0.19329130
#> [61,] -0.749769371 -1.10624233 -1.111249340 1.63878437 -0.39799599
#> [62,] -0.606554626 -0.71138242 -0.473943010 -0.59220593 -0.90244684
#> [63,] -0.265130675 0.10062788 -0.548757231 -0.61468878 -0.46379393
#> [64,] 0.650297973 1.29476067 0.684291974 1.72179796 0.23805073
#> [65,] 0.801532744 0.96677220 0.415514957 5.59230671 -0.09093896
#> [66,] -0.435842651 0.22640987 0.349013426 -0.27052826 -0.38337423
#> [67,] -0.488545677 -0.20825447 -1.102936649 1.14243226 -1.05597536
#> [68,] -0.896421270 -0.48847763 -0.401899685 -0.74093862 -0.14942601
#> [69,] -0.160870341 0.39199628 0.698146460 1.14070281 0.43544454
#> [70,] -0.629468986 -0.99319776 -0.748261822 -0.28609331 -0.11287160
#> [71,] -1.127856297 -0.67317017 -1.144500105 1.96565039 -1.08521889
#> [72,] -0.242216316 -0.58082390 -0.171915227 0.75849440 -0.63925510
#> [73,] -0.792160936 -1.29252704 -0.479484804 0.43162838 -0.50034834
#> [74,] -0.081815802 -0.54579600 -0.615258761 1.55404133 -0.16404777
#> [75,] -0.388868214 -1.05847702 -0.374190714 1.07325427 -0.46379393
#> [76,] -0.648946191 -0.99001340 -0.751032719 0.10822126 -0.19329130
#> [77,] -0.477088497 -0.56012560 -0.936682824 -0.61814768 -1.02673183
#> [78,] -0.300647932 -0.20347794 0.371180603 0.58900831 0.78636687
#> [79,] -0.506877164 -0.63336574 -0.063850240 1.09400767 -0.08362807
#> [80,] 0.140453482 0.10699659 0.229864851 0.07882061 0.91065186
#> [81,] -0.684463448 -1.26227568 -1.155583694 0.84842579 -0.54421363
#> [82,] -0.662694806 -0.57445519 0.044214746 1.72871576 0.48662071
#> [83,] -0.902149860 -0.42319837 -0.005661401 2.55193388 1.95610797
#> [84,] 0.123267713 0.72635346 1.501706616 -0.27571661 2.14619090
#> [85,] -0.519480062 0.91423036 0.725855431 0.95738113 1.92686444
#> [86,] 0.408551484 -0.54101947 -0.501651980 -0.04915868 0.02603515
#> [87,] 0.547183357 2.65288770 1.701211206 -0.64581887 -0.03245190
#> [88,] -0.316687983 -0.15730480 -0.667905806 0.86399084 -0.37606335
#> [89,] 2.313880448 3.26746804 2.657170703 1.15280896 0.04065692
#> [90,] -0.854029705 0.07992958 0.856087594 -0.93982535 -0.25177836
#> [91,] 1.613846776 0.48275037 1.296660231 1.58517142 1.23233066
#> [92,] 2.478863834 0.96518002 0.085778203 -0.91734250 0.47199895
#> [93,] 2.366583474 0.62126978 0.506954560 0.04077271 0.93989539
#> [94,] 1.113168028 0.01146597 1.897944900 -0.19097357 3.08929466
#> [95,] 4.927263110 3.89478580 3.028470913 -0.24458651 1.97072973
#> [96,] 2.261177422 2.53347442 2.172263712 2.94970735 4.52953839
#> [97,] 1.572600929 0.33308573 1.097155641 -0.06299428 1.87568827
#> [98,] -0.832261064 -0.83716440 -1.108478443 -0.60431208 -0.63925510
#> [99,] 0.197739380 -0.19233270 0.276970102 -0.94501370 0.17956367
#> [100,] -0.126498802 -0.06973506 0.224323057 0.37455653 -0.03245190
#> [101,] -0.566454498 -0.22895277 -0.182998815 -0.11314832 -0.52228099
#> [102,] 1.168162490 1.45397838 1.316056511 0.18431705 0.33309219
#> [103,] 0.366159920 0.74227523 1.180282553 0.51637142 0.40620101
#> [104,] 1.000887668 1.05911847 1.022341419 0.01310152 0.43544454
#> [105,] 0.535726177 0.71361605 0.703688254 -0.50573344 0.12107662
#> [106,] -0.053172853 -0.03948370 -0.340939949 -0.61641823 -0.54421363
#> [107,] 0.874858693 0.96995655 1.950591945 -0.04224088 2.10232561
#> [108,] -0.194096162 0.22481769 0.689833768 -0.44520269 0.07721133
#> [109,] 2.623224297 2.49207782 2.061427828 -0.49708619 0.88871922
#> [110,] -0.426676907 -0.84990182 -0.626342350 -0.45212049 -0.61001157
#> [111,] -0.604263191 -0.93906374 -0.618029658 -0.60258263 -0.65387686
#> [112,] -0.157433187 -0.82920352 -0.634655041 -0.57491143 -0.77816185
#> [113,] -0.387722497 -0.06814289 -0.443463142 -0.31203505 0.09914397
#> [114,] -0.596243165 -0.58400825 -0.759345410 1.45027433 -0.64656598
#> [115,] -0.691337755 -1.19699642 -1.127874723 0.65991576 -0.59538980
#> [116,] 0.971099001 -0.05381329 0.235406646 -0.54205188 0.45006630
#> [117,] 0.111810533 -0.61744397 -1.116791135 -0.48325059 -1.07059713
#> [118,] -0.952561450 -0.77506950 -0.565382614 -1.02283894 -0.87320332
#> [119,] -0.486254241 -1.33870018 -0.781512587 -0.65619557 -0.39068511
#> [120,] -0.521771498 0.12132618 0.202155881 -0.31030560 -1.13639506
#> [121,] -0.511460036 0.54006875 0.742480813 0.32440249 -0.85127067
#> [122,] 0.363868484 1.82177128 1.493393925 -0.28263441 0.33309219
#> [123,] 0.205759406 1.58453690 1.196907936 0.19123485 -0.52228099
#> [124,] 3.262534917 2.97450747 2.961969383 -0.13563117 2.22661060
#> [125,] 0.708729589 0.93015213 1.263409466 -0.03013473 0.13569838
#> [126,] 0.301999714 0.78367184 0.556830708 -0.95539040 -0.21522395
#> [127,] 0.381054253 0.26143776 -0.069392034 0.36590928 -0.79278361
#> [128,] 0.670920896 0.56076705 0.002651290 0.27597789 -1.18026035
#> [129,] 0.819864231 0.30124219 -0.496110186 -0.41407260 -0.20791307
#> [130,] -0.354496676 -0.12864562 -0.052766652 -0.63371273 -0.76354009
#> [131,] 0.623946460 0.32512485 0.119028968 0.31402579 -0.46379393
#> [132,] 0.399385740 0.04490168 0.094090894 -0.31203505 -0.08362807
#> [133,] 0.566660562 0.28054389 -0.105413697 0.02001932 -0.25908924
#> [134,] -0.046298545 -0.27512590 -0.537673643 -1.21134897 -1.09252977
#> [135,] 0.850798616 0.64833679 0.326846250 -0.09585382 -0.16404777
#> [136,] -0.664986242 0.24073946 0.601165062 0.60630281 0.50855336
#> [137,] -0.186076136 0.17864456 0.055298335 -0.73575027 0.21611808
#> [138,] 0.041921738 0.09744353 -0.072162931 -1.05396904 0.25998337
#> [139,] -0.263984957 -1.35621412 -1.000413457 -0.97268489 -0.65387686
#> V51 V52 V53 V54 V55
#> [1,] 0.60731904 -1.09001117 -0.609906336 0.680914216 -0.314582436
#> [2,] 0.68403109 -0.17834263 -1.001517111 0.561074080 -0.140531468
#> [3,] -0.04047158 -1.05121677 -0.758448354 -0.038126598 0.194181932
#> [4,] 0.29194729 0.59754549 1.861292688 0.308078238 -0.341359508
#> [5,] -0.36436689 -0.47899928 1.523697193 0.947225628 -0.153920004
#> [6,] 0.23228236 -0.06195941 2.090857625 1.546426307 -0.287805364
#> [7,] 0.11295251 0.35508046 0.227330492 -0.264491299 0.033519500
#> [8,] 0.22375880 -0.77965593 -0.204791742 1.146959188 -0.207474148
#> [9,] -0.70530933 -0.54688949 -0.717936895 0.880647775 1.238487740
#> [10,] -0.05751871 -1.05121677 0.578429807 -0.490855999 1.559812604
#> [11,] 2.26088984 2.00384272 0.645948906 0.614336363 0.180793396
#> [12,] 1.69833482 1.85836369 0.281345771 0.161606961 0.167404860
#> [13,] -0.06604227 -0.45960207 -1.015020930 -0.131335592 0.341455828
#> [14,] -0.45812606 0.51995668 0.105796113 -0.584064994 -0.716238516
#> [15,] -0.21946636 0.01562940 1.078071140 -0.863691977 -0.796569732
#> [16,] 2.00518301 0.32598465 0.524414527 0.095029108 1.425927244
#> [17,] -0.63712084 -0.76025872 -1.285097327 -0.317753581 0.435175580
#> [18,] 0.06181115 -0.36261606 0.159811393 -0.850376406 -0.274416828
#> [19,] -0.36436689 -0.49839648 -0.083257364 -0.956900971 -0.100365860
#> [20,] -0.85020986 0.21930003 0.483903068 -0.197913445 0.220959004
#> [21,] 0.85450230 0.17080703 -0.488371958 2.172258126 1.439315780
#> [22,] 1.24658610 2.39178678 0.497406888 -1.196581242 0.060296572
#> [23,] -0.22798992 0.01562940 1.091574959 0.494496227 -0.408302188
#> [24,] -1.06329888 -1.13850418 -1.055532390 -0.637327276 -0.555576084
#> [25,] -0.10013651 -0.13954822 0.321857230 -1.090056677 -0.769792660
#> [26,] 1.18692117 -0.26563004 0.024773195 -0.078073310 -0.930455092
#> [27,] 0.32604153 0.32598465 0.713468005 -0.703905129 -0.676072908
#> [28,] -1.18262873 -0.68266991 -0.623410156 0.281447097 0.247736076
#> [29,] -0.91839835 -0.47899928 -0.920494192 0.601020792 0.140627788
#> [30,] -0.77349781 0.26779304 0.227330492 0.401287233 -0.073588788
#> [31,] -1.14853449 -0.44990347 0.105796113 0.055082396 -0.020034644
#> [32,] -0.78202137 -1.10940838 -0.096761184 -0.450909287 0.368232900
#> [33,] -0.53483811 0.22899863 1.780269769 -0.863691977 1.425927244
#> [34,] -0.44107894 -0.75056012 -1.109547669 -0.903638689 -0.274416828
#> [35,] -1.24229366 -0.84754614 -0.974509471 -0.384331434 0.247736076
#> [36,] -0.21094280 -0.92513495 -1.109547669 -1.156634530 -0.984009236
#> [37,] -1.09739312 -0.61477970 -0.879982732 -0.690589559 -0.274416828
#> [38,] -0.93544547 -1.02212096 0.254338131 -0.104704451 -0.689461444
#> [39,] -1.20819941 -0.95423075 -0.488371958 -1.036794395 -0.609130228
#> [40,] -0.58597948 -0.59538250 -0.933998012 -1.263159095 -1.131283132
#> [41,] -1.12296381 -0.88634054 -1.177066768 -1.169950101 -0.743015588
#> [42,] 0.77779025 -0.93483355 -0.839471273 -0.424278146 0.381621436
#> [43,] -0.62007372 -0.94453215 0.875513842 0.840701063 -0.220862684
#> [44,] -0.51779099 -0.98332656 1.037559680 0.640967504 -0.368136580
#> [45,] -0.87578054 -0.46930068 0.672956545 0.694229787 -0.194085612
#> [46,] -0.30470197 -1.08031257 -0.582898697 0.161606961 -1.117894596
#> [47,] -0.67121508 0.00593080 -0.893486552 -0.743851841 -0.301193900
#> [48,] -0.69678577 -0.19773983 -0.744944534 -0.970216542 -0.796569732
#> [49,] -1.16558161 -0.75056012 -0.515379598 0.068397967 -1.117894596
#> [50,] -0.31322553 -0.60508110 -1.177066768 0.121660250 -0.568964620
#> [51,] 0.23228236 -0.12015102 -0.393845219 -0.544118282 -0.702849980
#> [52,] -0.05751871 -0.32382165 -0.177784102 -1.143318960 -0.582353156
#> [53,] -0.38993758 -0.73116292 -1.190570588 0.188238103 0.743111908
#> [54,] -0.33027265 -0.09105522 -0.501875778 -0.410962575 -0.274416828
#> [55,] -0.40698470 -1.08031257 -1.001517111 -0.038126598 0.328067292
#> [56,] -0.56040879 -1.05121677 -0.096761184 -0.397647005 -0.247639756
#> [57,] -0.15127787 -0.44990347 -1.042028570 0.068397967 -0.876900948
#> [58,] -0.27913129 0.31628605 0.375872510 -0.384331434 -0.783181196
#> [59,] 0.80336094 -0.25593144 -0.029242085 -0.304438010 -0.649295836
#> [60,] 0.69255465 -0.54688949 -0.988013291 -0.171282304 0.127239252
#> [61,] -0.64564440 0.37447766 -0.501875778 -0.384331434 -0.769792660
#> [62,] -0.44960250 0.09321821 -0.447860499 -0.956900971 0.247736076
#> [63,] -0.72235645 0.81091473 1.955819427 0.494496227 1.840971860
#> [64,] 0.91416723 -0.56628669 0.254338131 0.707545357 -0.435079260
#> [65,] -0.04047158 2.15902034 1.348147536 0.614336363 1.131379452
#> [66,] -0.67973864 0.50055948 0.970040581 0.694229787 2.604118413
#> [67,] 0.82040806 -0.48869788 2.050346166 0.001820114 0.569060940
#> [68,] 1.20396829 1.01458536 1.645231571 -0.197913445 0.850220196
#> [69,] 0.46241850 1.85836369 0.011269375 -0.264491299 0.836831660
#> [70,] -0.83316274 1.76137768 1.064567320 0.387971662 2.430067445
#> [71,] -1.10591668 0.22899863 -0.150776463 -0.317753581 2.336347692
#> [72,] -1.29343502 0.02532800 0.929529122 -0.384331434 -0.475244868
#> [73,] -1.13148737 -1.22579160 -1.420135525 1.586373018 1.519646996
#> [74,] -0.48369675 -0.21713704 -0.123768823 -0.624011705 -0.863512412
#> [75,] -0.20241924 -0.18804123 -0.920494192 1.732844295 0.448564116
#> [76,] -0.44107894 0.07382101 0.807994743 0.667598645 -0.662684372
#> [77,] 0.52208343 -0.91543635 0.348864870 0.068397967 -0.568964620
#> [78,] 0.20671168 -0.40141047 0.916025302 -0.410962575 -0.287805364
#> [79,] 0.76074313 -0.23653424 1.078071140 -0.703905129 0.006742428
#> [80,] 0.30899441 0.48116228 1.267124617 -0.304438010 -0.702849980
#> [81,] -0.07456583 1.12126998 -0.528883417 2.065733561 -0.220862684
#> [82,] 0.08738183 -0.20743843 0.254338131 3.144294782 -0.408302188
#> [83,] 0.74369601 1.30554341 1.280628437 0.441233945 1.198322132
#> [84,] 0.38570646 -0.64387550 -0.393845219 2.598356386 1.265264812
#> [85,] 0.27490017 1.53830984 3.778835101 2.478516250 1.064436772
#> [86,] 0.09590539 0.39387486 -0.002234445 1.679582013 2.416678909
#> [87,] 2.72116212 0.91759934 0.875513842 3.250819347 0.836831660
#> [88,] -0.17684856 3.06099029 1.388658995 -0.344384722 0.381621436
#> [89,] 1.70685838 2.95430567 1.618223932 2.425253968 0.609226548
#> [90,] 0.70960177 1.15036578 0.443391609 1.573057448 1.225099204
#> [91,] 1.11020913 0.16110842 1.172597878 0.361340521 0.421787044
#> [92,] 1.86880604 1.93595251 0.524414527 3.024454646 3.755532509
#> [93,] 1.54491073 3.09978469 2.252903463 0.854016634 -0.113754396
#> [94,] 0.62436616 1.64499446 0.227330492 -0.344384722 2.483621589
#> [95,] 7.18750798 5.52443508 2.793056255 2.678249810 2.095354044
#> [96,] 0.70107821 0.68483291 3.387224326 1.746159866 4.706118565
#> [97,] 0.08738183 -1.03181957 -0.812463633 1.093696905 0.100462180
#> [98,] -0.23651348 -0.42080767 -1.298601146 -0.783798553 -0.756404124
#> [99,] -0.42403182 0.27749164 -0.326326120 -0.837060835 -0.448467796
#> [100,] -0.76497425 -0.34321886 -0.650417796 -1.090056677 -0.943843628
#> [101,] 0.11295251 -0.21713704 -1.177066768 -0.810429694 -0.622518764
#> [102,] -0.27060773 -0.43050627 0.213826672 -0.517487140 -0.756404124
#> [103,] -0.69678577 0.23869724 0.132803753 0.068397967 -0.997397772
#> [104,] -0.33879621 -0.46930068 -0.650417796 -1.183265672 -0.676072908
#> [105,] 0.37718290 -0.15894543 -0.582898697 -1.289790237 -0.930455092
#> [106,] -0.58597948 -0.59538250 -0.528883417 -0.357700293 -0.823346804
#> [107,] -1.14001093 -0.60508110 -1.136555309 -1.023478824 -0.167308540
#> [108,] 0.05328759 -0.48869788 -0.798959814 -1.236527954 -0.274416828
#> [109,] 0.17261744 0.75272312 -0.974509471 -1.183265672 -0.408302188
#> [110,] -0.98658683 -0.30442445 -0.474868138 -0.251175728 -0.796569732
#> [111,] -1.16558161 -0.53719089 -0.137272643 -1.196581242 -0.809958268
#> [112,] -0.97806327 -0.44020487 -0.839471273 -0.810429694 -1.064340452
#> [113,] -0.63712084 -0.15894543 -0.677425435 1.053750193 0.207570468
#> [114,] -0.33027265 -0.16864403 0.051780834 -0.131335592 -0.917066556
#> [115,] -0.48369675 -0.43050627 0.551422167 -0.650642847 -1.077728988
#> [116,] -0.30470197 -0.96392935 0.348864870 0.387971662 1.024271164
#> [117,] -1.02068108 -0.80875173 -0.083257364 -0.384331434 -1.091117524
#> [118,] -0.05751871 -0.88634054 -1.150059129 -0.277806869 -0.314582436
#> [119,] -0.30470197 -0.82814893 -0.717936895 0.387971662 0.180793396
#> [120,] -0.36436689 0.06412241 -0.947501831 0.081713538 -0.850123876
#> [121,] 0.75221957 0.62664130 -0.690929255 -0.730536270 -0.220862684
#> [122,] 1.67276414 0.40357346 -1.231082047 -0.078073310 0.502118260
#> [123,] 1.27215678 0.94669515 -0.434356679 0.481180657 0.997494092
#> [124,] -0.90987479 -0.59538250 1.226613157 -0.051442169 -0.756404124
#> [125,] -0.08308939 -0.33352025 -1.163562948 -1.196581242 -0.515410476
#> [126,] 0.32604153 -0.42080767 -0.096761184 -0.197913445 -0.943843628
#> [127,] 0.53060699 -0.17834263 -0.029242085 -0.677273988 -0.903678020
#> [128,] 0.20671168 -0.65357411 -0.744944534 -0.450909287 -0.368136580
#> [129,] 0.41127714 -0.05226081 -0.218295562 -0.810429694 -0.676072908
#> [130,] -0.61155016 -0.54688949 -0.407349039 -1.090056677 -0.220862684
#> [131,] 1.02497352 0.24839584 -0.731440715 -1.303105807 -0.917066556
#> [132,] 0.04476402 -0.07165801 -1.123051489 -1.143318960 -0.488633404
#> [133,] 0.21523524 -0.42080767 -0.528883417 -0.317753581 -0.769792660
#> [134,] 0.35161221 0.01562940 -0.096761184 -0.104704451 -0.823346804
#> [135,] -0.20241924 0.10291681 -0.461364318 -1.010163254 -0.783181196
#> [136,] -0.12570719 -0.46930068 -0.879982732 -0.863691977 -0.702849980
#> [137,] -0.04899514 0.19990283 -1.096043849 -0.757167412 -0.448467796
#> [138,] -1.01215752 -0.51779368 -0.866478913 0.241500385 -0.796569732
#> [139,] 0.17261744 0.06412241 0.254338131 -0.810429694 -0.756404124
#> V56 V57 V58 V59 V6
#> [1,] 1.428230451 1.68659390 0.037913760 0.052540038 -0.07783332
#> [2,] -0.135474851 -0.49764976 -0.564373405 -0.682174778 -1.12285324
#> [3,] -1.100314293 -0.12800852 -0.504144689 0.302343076 -0.64769046
#> [4,] 0.945810730 0.20802896 0.926287330 -0.740951964 1.14642950
#> [5,] -0.218650665 -0.80008350 -0.699888018 -0.447066037 -0.61048910
#> [6,] 0.613107474 -0.90089474 0.158371194 -1.137697965 -1.57265145
#> [7,] -1.033773641 -0.34643289 -0.353572897 -0.402983148 -0.82186044
#> [8,] 1.178703009 1.31695267 -0.428858793 1.507275374 0.94182204
#> [9,] -0.451542944 0.57767020 1.724317824 0.890114929 -1.14483585
#> [10,] -0.085569363 1.21614142 -0.489087510 1.668912634 2.13395642
#> [11,] -0.551353921 0.25843458 -1.001031600 -0.197263000 0.25866986
#> [12,] -0.950597827 -0.58165913 -0.669773659 0.375814557 -0.37713514
#> [13,] -1.250030758 1.70339577 0.188485552 0.434591742 2.58206366
#> [14,] -0.451542944 -0.51445163 0.007799402 -0.858506334 3.44614972
#> [15,] -0.917327502 -0.93449849 1.212373734 0.331731668 -0.44139203
#> [16,] 0.962445893 -0.85048912 1.182259375 0.287648779 0.07604502
#> [17,] -0.451542944 -1.15292286 -0.940802884 -0.931977816 1.18701280
#> [18,] 0.712918451 0.32564208 -0.368630076 -0.799729149 -0.85567986
#> [19,] -0.567989083 0.62807582 -0.925745705 0.067234334 -1.40524535
#> [20,] 0.213863568 -0.43044226 -0.940802884 -0.300123074 -0.87766248
#> [21,] 0.130687754 0.25843458 0.203542731 -0.961366409 -0.77958617
#> [22,] 0.247133893 -0.04399915 1.483402958 0.331731668 0.67633964
#> [23,] 0.796094265 2.30826325 0.083085298 -0.138485814 -0.55130512
#> [24,] -0.301826479 1.06492455 0.760658359 -0.520537519 -0.08628817
#> [25,] -1.050408804 0.56086832 -0.353572897 -0.579314704 -0.91317286
#> [26,] 0.263769056 0.30884021 -0.579430584 -0.226651592 -0.40080873
#> [27,] -0.218650665 -0.64886663 -0.443915972 1.580746856 -0.66798210
#> [28,] -0.451542944 0.15762334 -0.474030330 -0.417677445 -0.97066587
#> [29,] -1.017138479 0.42645333 -0.489087510 -0.241345889 -1.00448528
#> [30,] -0.501448432 -0.85048912 0.610086568 -0.447066037 1.21406833
#> [31,] 0.979081056 -0.12800852 -0.895631346 -0.461760334 -0.57836066
#> [32,] -0.202015502 -0.06080103 -0.127715210 -0.829117742 1.43896744
#> [33,] 0.446755847 -0.71607412 0.218599910 0.096622927 -0.40588164
#> [34,] -0.701070386 -0.44724414 -1.031145959 -0.505843223 -0.44815591
#> [35,] -0.518083595 -0.83368724 -0.263229822 -0.417677445 -0.59188842
#> [36,] -0.551353921 0.98091518 0.881115792 -0.858506334 -0.61556201
#> [37,] -0.734340711 -0.58165913 -0.790231092 -1.152392261 -1.39340855
#> [38,] -0.401637455 -0.83368724 -0.699888018 -0.961366409 -0.21311097
#> [39,] -0.551353921 -1.05211161 -0.609544943 -0.006237147 -0.56821483
#> [40,] -0.601259409 -0.68247038 -0.895631346 -0.931977816 -0.42955523
#> [41,] -1.033773641 -0.76647975 -0.714945197 -0.520537519 -0.70011055
#> [42,] 0.396850358 -0.43044226 -0.745059555 -0.197263000 -0.38220805
#> [43,] -0.518083595 0.54406645 1.468345779 3.050176489 -1.15159974
#> [44,] 0.263769056 -0.11120665 -0.007257777 -0.006237147 -1.00448528
#> [45,] -0.185380339 0.93050956 -0.218058285 -0.123791518 0.52415227
#> [46,] -0.983868153 -0.36323476 -0.594487764 -0.285428778 -1.32407875
#> [47,] -1.000503316 -0.54805538 -0.865516988 -1.137697965 -0.41771843
#> [48,] -1.283301083 -1.03530974 -0.489087510 -0.917283520 0.27896151
#> [49,] -0.983868153 -0.91769662 -0.338515718 -0.696869075 -1.51515845
#> [50,] -0.068934200 -0.06080103 -0.383687256 -0.461760334 -0.28582272
#> [51,] -0.268556153 -0.51445163 -0.413801614 -0.197263000 0.84036380
#> [52,] -0.152110014 -0.39683851 -0.654716480 -0.638091889 -0.29089563
#> [53,] -0.418272618 -0.90089474 -0.790231092 0.258260187 0.71015905
#> [54,] -0.351731967 0.00640647 -0.940802884 -0.491148926 -0.03894099
#> [55,] 0.097417428 -0.31282914 -0.308401360 -0.829117742 -0.02203128
#> [56,] 0.213863568 -0.81688537 -0.775173913 -1.078920779 0.22315948
#> [57,] -0.401637455 0.17442521 -0.368630076 -0.270734481 -0.91993675
#> [58,] -0.501448432 2.99714009 0.308942985 -0.726257667 -0.84215209
#> [59,] -0.118839688 0.40965145 1.197316554 1.962798561 -0.09981593
#> [60,] -0.850786851 0.88010393 -0.203001106 0.317037372 -0.33486087
#> [61,] 0.579837149 -0.78328162 -0.639659301 -0.079708629 4.71945069
#> [62,] 0.064147103 0.35924583 -0.985974421 -0.858506334 0.32461772
#> [63,] -0.667800060 -1.03530974 -0.504144689 0.037845742 -0.94530131
#> [64,] 0.629742637 1.92182014 0.881115792 3.608559749 1.48124171
#> [65,] -1.133584618 0.44325520 0.685372464 1.345638115 1.28339813
#> [66,] 0.147322916 2.72831011 2.145918840 1.521969671 -0.27229495
#> [67,] 1.760933707 2.52668761 -0.368630076 0.390508853 0.26712472
#> [68,] 1.860744683 -0.80008350 4.449667249 0.581534706 0.25021501
#> [69,] 0.679648126 -0.69927225 0.293885806 2.080352931 -0.79649588
#> [70,] 1.178703009 -0.46404601 0.595029389 0.552146113 -0.76944035
#> [71,] 3.258098358 0.29203833 -0.413801614 0.904809225 -0.18267350
#> [72,] 0.829364591 0.15762334 0.037913760 0.390508853 0.83190894
#> [73,] -0.002393549 0.62807582 0.489629135 0.375814557 -0.43801008
#> [74,] 0.297039382 0.00640647 0.384228881 1.095835077 -1.03830470
#> [75,] 0.047511940 2.32506512 3.606465217 0.992975003 0.77948885
#> [76,] -0.135474851 -0.43044226 -0.730002376 -0.608703297 1.08386359
#> [77,] 1.394960125 1.03132080 -0.067486494 2.344850265 0.30939899
#> [78,] 0.230498730 -0.41364039 -0.549316226 -0.344205963 0.80147147
#> [79,] -0.518083595 -0.22881977 0.489629135 -0.197263000 1.49476948
#> [80,] 0.180593242 0.98091518 0.188485552 0.272954483 0.37872879
#> [81,] 0.496661335 0.46005708 -0.203001106 0.155400112 0.81669021
#> [82,] -0.235285828 -0.96810224 -0.037372135 0.875420632 0.66957575
#> [83,] -0.434907781 -0.58165913 0.504686314 0.963586410 2.66999414
#> [84,] 2.176812776 0.77929269 1.799603720 1.815855597 0.29587122
#> [85,] 2.792313800 1.03132080 -0.127715210 -0.902589223 -1.36297108
#> [86,] -0.817516525 0.07361397 0.610086568 -0.065014333 0.15721162
#> [87,] 4.073221334 2.03943326 1.302716808 2.330155969 0.32969063
#> [88,] 1.428230451 0.39284958 1.859832437 1.345638115 1.18193989
#> [89,] 1.328419474 1.63618828 1.694203466 1.771772708 2.93885849
#> [90,] 1.727663381 0.51046270 0.188485552 -0.123791518 0.02700687
#> [91,] 0.945810730 0.89690581 0.745601180 0.992975003 -0.31795116
#> [92,] 1.544676591 0.88010393 0.324000164 4.078777232 -0.01695837
#> [93,] -0.584624246 2.07303701 0.730544001 0.419897446 -0.68150987
#> [94,] 0.596472312 0.20802896 0.986516046 1.037057892 1.29861687
#> [95,] 0.097417428 1.63618828 1.995347049 2.065658635 0.50047868
#> [96,] 5.204412404 4.62692190 5.398269535 2.300767376 0.38041976
#> [97,] 0.663012963 -0.63206475 0.128256835 -0.241345889 -1.19725595
#> [98,] -0.867422014 -0.02719728 -0.519201868 -0.961366409 -0.44984688
#> [99,] -0.268556153 -0.83368724 -0.233115464 -0.843812038 -0.93177354
#> [100,] -0.335096804 -0.69927225 0.293885806 -0.123791518 0.81669021
#> [101,] -0.834151688 -0.93449849 -0.639659301 -0.520537519 0.89785680
#> [102,] -0.218650665 -0.32963102 -0.549316226 -1.240558039 0.41593014
#> [103,] 0.263769056 -0.12800852 -0.323458539 -1.020143594 -0.02203128
#> [104,] -0.035663874 -0.81688537 -0.278287002 -0.564620408 0.36858296
#> [105,] -0.534718758 -0.85048912 -0.895631346 -0.946672112 -0.85567986
#> [106,] -0.285191316 -0.71607412 -0.684830838 -1.093615076 -0.28244078
#> [107,] -1.017138479 0.07361397 0.399286060 -0.050320036 0.69663129
#> [108,] -0.385002293 -1.06891348 -0.172886748 -0.182568703 -0.30949631
#> [109,] 0.845999754 0.47685895 -0.474030330 -0.020931444 -1.09410673
#> [110,] -0.867422014 -1.11931911 -1.076317496 -0.799729149 -0.36360737
#> [111,] -0.385002293 -1.15292286 -1.091374675 -0.785034853 -1.15498168
#> [112,] -1.216760432 -0.63206475 -0.865516988 -0.873200631 -0.48704824
#> [113,] 0.746188777 0.02320834 1.106973480 1.081140781 -0.37882611
#> [114,] -0.933962665 -0.90089474 -0.474030330 -0.197263000 -0.24523942
#> [115,] -0.468178107 -1.06891348 -0.594487764 -0.491148926 0.76088817
#> [116,] 0.845999754 0.51046270 0.610086568 0.405203150 -0.57836066
#> [117,] -0.451542944 -1.08571536 -1.136546213 -0.079708629 -0.05754167
#> [118,] 0.230498730 0.10721772 0.052970940 -0.682174778 0.38549267
#> [119,] -0.767611037 -0.39683851 0.354114522 -0.065014333 -0.99603043
#> [120,] -0.318461642 0.35924583 -0.203001106 -0.491148926 0.64928410
#> [121,] -0.734340711 -1.08571536 -0.383687256 -0.285428778 1.34427308
#> [122,] -0.684435223 -0.63206475 -0.775173913 -0.814423445 0.01178813
#> [123,] -1.150219781 0.49366082 -0.684830838 -0.638091889 -0.16914574
#> [124,] -0.834151688 -0.29602727 0.083085298 -0.241345889 0.92491234
#> [125,] 0.180593242 -1.18652660 0.068028119 0.346425965 -0.59696133
#> [126,] -0.617894572 -0.98490411 -0.187943927 -0.388288852 -0.31626019
#> [127,] -0.035663874 -0.76647975 -0.534259047 -0.946672112 0.66450284
#> [128,] 0.047511940 -0.71607412 -0.865516988 -0.770340556 0.19272200
#> [129,] -0.651164897 -0.86729099 -0.684830838 -1.078920779 -0.26722204
#> [130,] -0.651164897 -0.14481040 -0.564373405 -0.946672112 -0.91486383
#> [131,] -0.318461642 -0.93449849 -0.278287002 -1.020143594 -0.34162475
#> [132,] -1.083679130 -0.91769662 -0.970917242 -0.873200631 -1.31900584
#> [133,] -0.917327502 -0.86729099 -1.031145959 -0.755646260 -0.44984688
#> [134,] -0.917327502 -0.71607412 -0.564373405 -0.432371741 -0.82355141
#> [135,] -0.168745176 -0.66566850 -1.091374675 -1.049532187 0.52246130
#> [136,] 0.280404219 -0.43044226 -0.458973151 -0.314817370 0.12001026
#> [137,] 0.130687754 1.01451893 0.851001434 -0.138485814 0.23499627
#> [138,] -0.767611037 -0.76647975 -0.037372135 -0.740951964 0.54444392
#> [139,] -0.335096804 -0.66566850 -0.684830838 -0.373594556 -1.17358236
#> V60 V7 V8 V9
#> [1,] -0.667038785 0.527433518 0.29376413 1.06850141
#> [2,] 0.848258897 -0.174395279 -0.07695952 -0.96446749
#> [3,] 0.438237171 0.002255506 1.28160008 1.43688088
#> [4,] 0.598680455 -0.758456886 0.06562650 0.23782595
#> [5,] -0.524422532 -0.241236117 -0.73741797 -0.66976391
#> [6,] -0.453114406 -1.632162123 -0.87201917 -0.54022388
#> [7,] -0.667038785 -1.081520935 -0.43969836 -0.63171153
#> [8,] 0.580853423 0.293490585 -0.40661840 -0.67543129
#> [9,] -0.132227838 -1.076746590 -1.14122158 -0.59689764
#> [10,] 0.063869509 1.541186224 0.78654142 -0.26738018
#> [11,] -0.043092681 0.756602104 0.22532284 -0.26171280
#> [12,] 0.099523572 -1.017862995 -1.28266691 -0.60904202
#> [13,] -0.114400807 2.768193033 3.15575074 2.58573905
#> [14,] -0.756173942 2.865271392 1.16182782 1.65224119
#> [15,] 0.170831698 -0.694798945 -0.24349999 0.45642476
#> [16,] 1.151318433 1.838787097 1.18806365 -1.38790147
#> [17,] -0.132227838 0.750236310 -0.25604756 -0.72886655
#> [18,] -0.898790195 -0.826889172 -0.81042201 -0.94341723
#> [19,] -0.203535964 -1.422090919 -0.78988963 0.08642603
#> [20,] -0.827482069 -0.494276432 -0.71916696 -0.98794662
#> [21,] -0.292671122 -0.323991440 -0.77049793 -0.88917234
#> [22,] 0.010388414 0.217101056 0.79566692 -0.17670216
#> [23,] 0.937394054 -0.298528264 -0.51384309 -1.14015616
#> [24,] -0.506595501 -0.580214652 -0.19559109 -0.83411783
#> [25,] 0.028215446 -1.869287952 -1.07848373 -0.80820982
#> [26,] 0.687815613 -0.378100690 -0.53779754 -0.84707183
#> [27,] 0.634334518 -1.250214478 -0.24349999 0.09857041
#> [28,] -0.791828005 -1.173824950 -1.46745840 -1.10453265
#> [29,] 0.188658730 0.145485873 0.05307893 -0.88593384
#> [30,] -0.880963163 -0.457673116 0.01087347 -0.15889040
#> [31,] 0.937394054 -0.487910638 0.12608297 -0.84950071
#> [32,] 1.222626559 0.341234041 0.11809815 -1.05433588
#> [33,] -0.292671122 -0.198267007 -0.74882485 -1.20735505
#> [34,] -0.827482069 -0.694798945 -0.80243720 -0.86083546
#> [35,] -0.702692848 -0.341497374 -0.71460421 -0.98227924
#> [36,] -0.096573775 -0.952613605 -1.38304747 -0.72077030
#> [37,] -0.916617226 -0.503825123 -0.57886231 -0.36777371
#> [38,] -0.756173942 -0.507008020 -0.78532687 -0.13379202
#> [39,] -0.203535964 -0.532471196 -0.82981371 -0.43497260
#> [40,] -0.952271289 -0.440167182 -0.45909006 -0.06335463
#> [41,] -0.684865816 -1.234299993 -0.44768318 -0.77177669
#> [42,] -0.114400807 -0.806200342 -0.69064976 -1.35389721
#> [43,] -0.114400807 -1.345701390 -0.92220945 -1.23974006
#> [44,] 0.456064203 -1.379121808 -0.64274085 -0.76529968
#> [45,] -0.025265649 -0.074134023 -0.77620137 -1.32313145
#> [46,] -1.023579416 -0.502233674 -0.42258804 -0.76853819
#> [47,] -0.934444258 -0.479953395 -0.49673277 -0.51674475
#> [48,] -0.952271289 0.056364756 -0.36213156 -0.44549773
#> [49,] -0.381806280 -0.873041179 -0.44426111 -0.81225795
#> [50,] -0.542249564 -0.323991440 -0.77506068 -0.68676604
#> [51,] -0.274844091 -0.085274162 -0.83893922 -0.38234696
#> [52,] -0.702692848 0.844131773 0.00859209 -0.58799176
#> [53,] 1.668302348 1.596886922 -0.17734008 -0.84140445
#> [54,] -0.898790195 0.667480987 0.82988757 0.73412620
#> [55,] 0.153004666 -0.244419014 -0.31194128 0.41513387
#> [56,] -0.007438617 0.303039276 -0.38152326 -0.51998325
#> [57,] -0.809655037 0.344416938 0.71695944 0.06780466
#> [58,] -0.577903627 1.483894078 2.01506257 0.84828336
#> [59,] 1.846572663 0.979404897 0.45802323 -0.28276306
#> [60,] 0.366929045 -0.844395106 0.75118009 0.87985874
#> [61,] -0.292671122 4.012705775 2.55460807 1.32758148
#> [62,] -0.987925352 1.176744513 0.36220542 -0.34105608
#> [63,] 0.277793887 -1.347292838 -0.68722769 -0.31676732
#> [64,] 6.588563054 1.606435614 -0.65642911 -0.43983035
#> [65,] 2.880540493 1.027148353 -1.46973977 0.11314367
#> [66,] 0.473891234 -0.010476082 1.55536524 -0.47221536
#> [67,] 1.097837338 -0.514965263 -0.49787346 0.25725695
#> [68,] 1.543513127 1.178335962 0.30060826 1.00939877
#> [69,] 0.973048117 -0.597720586 -0.76593517 -0.33781757
#> [70,] -0.257017059 -0.863492488 -0.77506068 -0.26657056
#> [71,] 0.402583108 -0.710713430 -0.28684614 -0.83573708
#> [72,] -0.363979248 0.533799312 -1.08646855 -0.95475198
#> [73,] 0.545199360 -0.564300167 -1.02259001 -0.56289338
#> [74,] 1.133491401 -0.771188474 -0.58798782 -1.04866851
#> [75,] -0.292671122 0.444678195 -0.65300705 -0.50055224
#> [76,] 0.170831698 -0.085274162 -0.28000202 -0.33943682
#> [77,] 2.292248452 1.264274182 0.19680564 -0.78634994
#> [78,] -0.542249564 0.904606817 -0.39521152 -0.29247856
#> [79,] -0.649211753 0.225058299 0.30745239 -0.06983163
#> [80,] 0.420410140 0.183680637 0.27437243 0.18439069
#> [81,] -0.043092681 1.474345386 1.44814055 0.84423523
#> [82,] -0.328325185 0.899832471 0.93254950 -0.12893427
#> [83,] 0.545199360 1.358169645 0.37019024 0.00951164
#> [84,] -0.506595501 -0.419478351 3.28464850 3.20186384
#> [85,] 0.563026392 -0.694798945 1.52228528 3.13709382
#> [86,] 1.311761717 3.364986227 3.70328106 3.02536554
#> [87,] 1.507859064 2.048858302 3.67590454 3.88437789
#> [88,] 2.096151105 1.178335962 3.32913534 4.07949756
#> [89,] -0.221362996 2.144345213 0.42038052 -1.07133801
#> [90,] 0.759123739 0.207552365 -0.79787444 -0.21637379
#> [91,] 2.648789083 -0.783920062 -0.45224593 -0.16698666
#> [92,] 2.470518767 -1.064015002 -1.03171552 0.40622799
#> [93,] -0.970098321 -1.714917446 -0.60509814 -0.02287337
#> [94,] 1.062183275 -0.158480794 1.65460511 -0.30867107
#> [95,] 0.652161550 -0.349454617 0.50593213 -0.47788274
#> [96,] 0.509545297 0.938027235 -0.40433703 0.54305465
#> [97,] 0.527372329 -0.460856013 -0.31194128 -0.19127541
#> [98,] -1.041406447 0.398526187 0.09870646 0.08480678
#> [99,] -0.292671122 -0.740950952 -1.15262846 -0.34024645
#> [100,] -1.130541605 0.742279068 0.19338357 -0.05363913
#> [101,] -0.970098321 0.494013099 -0.15680769 -0.09978776
#> [102,] -0.720519879 0.742279068 0.03368723 0.91710150
#> [103,] -0.595730658 0.634060568 0.88464060 1.02963940
#> [104,] -0.346152217 0.140711527 0.43977222 0.81346947
#> [105,] -0.667038785 -0.691616048 -0.54920442 -0.27385718
#> [106,] -0.577903627 -0.040713604 -0.39293014 0.15119605
#> [107,] -0.649211753 0.444678195 0.16030362 0.52848140
#> [108,] -0.560076595 -0.629549556 0.55840379 0.35522160
#> [109,] -0.453114406 -0.949430708 -0.25832894 -0.44711698
#> [110,] -0.399633311 -0.322399992 -1.39103229 -0.50298112
#> [111,] -0.774000974 -1.310689522 -1.02373070 -0.38153734
#> [112,] -0.506595501 -0.648646938 -1.01232382 -1.15068128
#> [113,] 0.277793887 1.404321652 2.42000687 2.82295924
#> [114,] -0.845309100 -0.973302436 -0.31080060 1.12193668
#> [115,] 0.081696540 1.347029505 0.29832688 0.60134767
#> [116,] -0.025265649 -1.005131406 -0.27429857 0.51309852
#> [117,] -0.470941438 0.188454983 -0.25832894 0.96729826
#> [118,] -0.328325185 -0.306485507 0.65536228 1.27333659
#> [119,] -0.595730658 -0.833254966 -0.50243621 -0.04068512
#> [120,] 0.313447950 -0.400380969 -0.61764571 -0.13864977
#> [121,] -0.274844091 -0.161663691 0.40897364 0.82156572
#> [122,] -0.649211753 -0.304894058 0.05764168 0.64992518
#> [123,] -0.916617226 -0.401972418 0.90859505 0.61268242
#> [124,] -0.488768469 0.366697217 0.06676719 1.01911428
#> [125,] -0.310498154 -0.378100690 0.14775605 0.30340559
#> [126,] -0.916617226 0.446269643 -0.13627531 -0.17832141
#> [127,] -0.863136132 0.406483430 -0.14197875 -0.07468938
#> [128,] -1.112714573 -0.798243099 -0.39635221 -0.09412039
#> [129,] -0.952271289 -0.296936815 -0.56061130 -0.52888912
#> [130,] -0.987925352 -0.246010463 0.39528538 0.25563770
#> [131,] -0.738346911 -0.522922505 -0.14083806 0.15200568
#> [132,] -0.756173942 -0.397198072 -0.40205565 -0.29976519
#> [133,] -0.167881901 -0.519739608 -0.22867105 -0.15808078
#> [134,] -0.613557690 -0.155297897 -0.31308197 -0.06578350
#> [135,] 0.277793887 0.665889539 0.63711127 0.66449843
#> [136,] 0.598680455 0.225058299 1.13331062 1.07173991
#> [137,] -0.684865816 0.078645035 -0.18874696 -0.43011485
#> [138,] -0.381806280 0.409666327 -0.25148481 0.12609767
#> [139,] 0.812604834 -0.879406973 0.06448581 0.04351590
#> attr(,"center")
#> [1] 0.029472662 0.206347482 0.236834532 0.249630935 0.266295683 0.287802878
#> [7] 0.309198561 0.364076978 0.401408633 0.434102158 0.488702158 0.038118705
#> [13] 0.552841007 0.594870504 0.612117266 0.636335252 0.657230935 0.665204317
#> [19] 0.688102878 0.685776978 0.681305036 0.632197842 0.044874101 0.581423741
#> [25] 0.497456835 0.439977698 0.429671223 0.419997122 0.407832374 0.401427338
#> [31] 0.377506475 0.345840288 0.325906475 0.057109353 0.316551079 0.299802158
#> [37] 0.284203597 0.249739568 0.212753237 0.201407194 0.166335971 0.122141007
#> [43] 0.089279856 0.051504317 0.077642446 0.020543885 0.016074820 0.013938849
#> [49] 0.011016547 0.010786331 0.009549640 0.008114388 0.007961871 0.008148201
#> [55] 0.008642446 0.103202878 0.006941727 0.120758273 0.134346763 0.178925180
#> attr(,"scale")
#> [1] 0.025213148 0.131148026 0.125910105 0.132972221 0.135794554 0.147967786
#> [7] 0.193302712 0.219872702 0.253317680 0.256117866 0.254773195 0.033981443
#> [13] 0.260022920 0.252830404 0.252862994 0.255405051 0.248500903 0.254755709
#> [19] 0.243430254 0.250128515 0.234731139 0.242260390 0.039477053 0.219044688
#> [25] 0.213102475 0.201931108 0.193063190 0.228636783 0.257987187 0.268692751
#> [31] 0.244667625 0.217800803 0.203608186 0.049483842 0.186358009 0.174719346
#> [37] 0.165115348 0.128217945 0.123091963 0.148573289 0.134312977 0.087281516
#> [43] 0.062807085 0.036089395 0.057821856 0.013678240 0.011732186 0.010310765
#> [49] 0.007405312 0.007510005 0.007469077 0.006011363 0.005951717 0.006641350
#> [55] 0.006805362 0.059137629 0.005609459 0.062835837 0.087666378 0.123513941
#> 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] 0.06705178
#>
#> $null.dev
#> [1] 1.377535
#>
#> $Bias
#> [1] 0.1831525
#>
#> $pe
#> [1] 0.4532374 0.4316547 0.3597122 0.3093525 0.2589928 0.2374101 0.2302158
#> [8] 0.2374101 0.2446043 0.2589928 0.2589928 0.2374101 0.2230216 0.2086331
#> [15] 0.2158273 0.2158273 0.2158273 0.2086331 0.2158273 0.2374101 0.2230216
#> [22] 0.2230216 0.2230216 0.2230216 0.2302158 0.2302158 0.2086331 0.2086331
#> [29] 0.2230216 0.2302158 0.2302158 0.2517986 0.2517986 0.2661871 0.2661871
#> [36] 0.2302158 0.2517986 0.2446043
#>
#> attr(,"class")
#> [1] "cv.ncvreg"
# Make predictions for the test rows
predictions = learner$predict(task, row_ids = ids$test)
# Score the predictions
predictions$score()
#> classif.ce
#> 0.2463768