Fitting a Direct Kernel PLS model on the (Deviance) Residuals
Source:R/coxDKplsDR.R, R/coxDKplsDR.default.R, R/coxDKplsDR.formula.R
coxDKplsDR.RdThis function computes the Cox Model based on PLSR components computed model with
as explanatory variables: a Kernel transform of Xplan.
It uses the package kernlab to compute the Kernel
transforms of Xplan, then the package mixOmics to perform PLSR fit.
Usage
coxDKplsDR(Xplan, ...)
# Default S3 method
coxDKplsDR(
Xplan,
time,
time2,
event,
type,
origin,
typeres = "deviance",
collapse,
weighted,
scaleX = TRUE,
scaleY = TRUE,
ncomp = min(7, ncol(Xplan)),
modepls = "regression",
plot = FALSE,
allres = FALSE,
kernel = "rbfdot",
hyperkernel,
verbose = TRUE,
...
)
# S3 method for class 'formula'
coxDKplsDR(
Xplan,
time,
time2,
event,
type,
origin,
typeres = "deviance",
collapse,
weighted,
scaleX = TRUE,
scaleY = TRUE,
ncomp = min(7, ncol(Xplan)),
modepls = "regression",
plot = FALSE,
allres = FALSE,
dataXplan = NULL,
subset,
weights,
model_frame = FALSE,
kernel = "rbfdot",
hyperkernel,
verbose = TRUE,
model_matrix = FALSE,
contrasts.arg = NULL,
...
)Arguments
- Xplan
a formula or a matrix with the eXplanatory variables (training) dataset
- ...
Arguments to be passed on to
survival::coxph.- time
for right censored data, this is the follow up time. For interval data, the first argument is the starting time for the interval.
- time2
The status indicator, normally 0=alive, 1=dead. Other choices are
TRUE/FALSE(TRUE= death) or 1/2 (2=death). For interval censored data, the status indicator is 0=right censored, 1=event attime, 2=left censored, 3=interval censored. Although unusual, the event indicator can be omitted, in which case all subjects are assumed to have an event.- event
ending time of the interval for interval censored or counting process data only. Intervals are assumed to be open on the left and closed on the right,
(start, end]. For counting process data, event indicates whether an event occurred at the end of the interval.- type
character string specifying the type of censoring. Possible values are
"right","left","counting","interval", or"interval2". The default is"right"or"counting"depending on whether thetime2argument is absent or present, respectively.- origin
for counting process data, the hazard function origin. This option was intended to be used in conjunction with a model containing time dependent strata in order to align the subjects properly when they cross over from one strata to another, but it has rarely proven useful.
- typeres
character string indicating the type of residual desired. Possible values are
"martingale","deviance","score","schoenfeld","dfbeta","dfbetas", and"scaledsch". Only enough of the string to determine a unique match is required.- collapse
vector indicating which rows to collapse (sum) over. In time-dependent models more than one row data can pertain to a single individual. If there were 4 individuals represented by 3, 1, 2 and 4 rows of data respectively, then
collapse=c(1,1,1,2,3,3,4,4,4,4)could be used to obtain per subject rather than per observation residuals.- weighted
if
TRUEand the model was fit with case weights, then the weighted residuals are returned.- scaleX
Should the
Xplancolumns be standardized ?- scaleY
Should the
timevalues be standardized ?- ncomp
The number of components to include in the model. The number of components to fit is specified with the argument ncomp. It this is not supplied, the maximal number of components is used.
- modepls
character string. What type of algorithm to use, (partially) matching one of "regression", "canonical", "invariant" or "classic". See
plsfor details- plot
Should the survival function be plotted ?)
- allres
FALSE to return only the Cox model and TRUE for additionnal results. See details. Defaults to FALSE.
- kernel
the kernel function used in training and predicting. This parameter can be set to any function, of class kernel, which computes the inner product in feature space between two vector arguments (see kernels). The
kernlabpackage provides the most popular kernel functions which can be used by setting the kernel parameter to the following strings:- list("rbfdot")
Radial Basis kernel "Gaussian"
- list("polydot")
Polynomial kernel
- list("vanilladot")
Linear kernel
- list("tanhdot")
Hyperbolic tangent kernel
- list("laplacedot")
Laplacian kernel
- list("besseldot")
Bessel kernel
- list("anovadot")
ANOVA RBF kernel
- list("splinedot")
Spline kernel
- hyperkernel
the list of hyper-parameters (kernel parameters). This is a list which contains the parameters to be used with the kernel function. For valid parameters for existing kernels are :
sigma, inverse kernel width for the Radial Basis kernel function "rbfdot" and the Laplacian kernel "laplacedot".degree,scale,offsetfor the Polynomial kernel "polydot".scale, offset for the Hyperbolic tangent kernel function "tanhdot".sigma,order,degreefor the Bessel kernel "besseldot".sigma,degreefor the ANOVA kernel "anovadot".
In the case of a Radial Basis kernel function (Gaussian) or Laplacian kernel, if
hyperkernelis missing, the heuristics in sigest are used to calculate a good sigma value from the data.- verbose
Should some details be displayed ?
- dataXplan
an optional data frame, list or environment (or object coercible by
as.data.frameto a data frame) containing the variables in the model. If not found indataXplan, the variables are taken fromenvironment(Xplan), typically the environment from whichcoxDKplsDRis called.- subset
an optional vector specifying a subset of observations to be used in the fitting process.
- weights
an optional vector of 'prior weights' to be used in the fitting process. Should be
NULLor a numeric vector.- model_frame
If
TRUE, the model frame is returned.- model_matrix
If
TRUE, the model matrix is returned.- contrasts.arg
a list, whose entries are values (numeric matrices, functions or character strings naming functions) to be used as replacement values for the contrasts replacement function and whose names are the names of columns of data containing factors.
Value
If allres=FALSE :
- cox_DKplsDR
Final Cox-model.
If
allres=TRUE :
- tt_DKplsDR
PLSR components.
- cox_DKplsDR
Final Cox-model.
- DKplsDR_mod
The PLSR model.
Details
If allres=FALSE returns only the final Cox-model. If
allres=TRUE returns a list with the PLS components, the final
Cox-model and the PLSR model. allres=TRUE is useful for evluating
model prediction accuracy on a test sample.
References
plsRcox, Cox-Models in a high dimensional setting in R, Frederic
Bertrand, Philippe Bastien, Nicolas Meyer and Myriam Maumy-Bertrand (2014).
Proceedings of User2014!, Los Angeles, page 152.
Deviance residuals-based sparse PLS and sparse kernel PLS regression for censored data, Philippe Bastien, Frederic Bertrand, Nicolas Meyer and Myriam Maumy-Bertrand (2015), Bioinformatics, 31(3):397-404, doi:10.1093/bioinformatics/btu660.
Author
Frédéric Bertrand
frederic.bertrand@lecnam.net
https://fbertran.github.io/homepage/
Examples
data(micro.censure)
data(Xmicro.censure_compl_imp)
X_train_micro <- apply((as.matrix(Xmicro.censure_compl_imp)),FUN="as.numeric",MARGIN=2)[1:80,]
X_train_micro_df <- data.frame(X_train_micro)
Y_train_micro <- micro.censure$survyear[1:80]
C_train_micro <- micro.censure$DC[1:80]
(cox_DKplsDR_fit=coxDKplsDR(X_train_micro,Y_train_micro,C_train_micro,ncomp=6))
#> Kernel : rbfdot
#> Estimated_sigma 0.01242339
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.279e+00 3.768e-02 2.281e+00 -1.437 0.150608
#> dim.2 5.423e+00 2.266e+02 1.636e+00 3.315 0.000916
#> dim.3 6.180e+00 4.829e+02 2.108e+00 2.932 0.003370
#> dim.4 3.196e+00 2.442e+01 1.547e+00 2.066 0.038839
#> dim.5 1.025e+01 2.825e+04 3.362e+00 3.048 0.002301
#> dim.6 2.352e+00 1.050e+01 1.669e+00 1.409 0.158741
#>
#> Likelihood ratio test=58.67 on 6 df, p=8.387e-11
#> n= 80, number of events= 17
#Fixing sigma to compare with plsDR on Gram matrix; should be identical
(cox_DKplsDR_fit=coxDKplsDR(X_train_micro,Y_train_micro,C_train_micro,ncomp=6,
hyperkernel=list(sigma=0.01292786)))
#> Kernel : rbfdot
#> Used_sigma 0.01292786
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.316e+00 3.629e-02 2.289e+00 -1.449 0.147422
#> dim.2 5.451e+00 2.329e+02 1.655e+00 3.293 0.000992
#> dim.3 6.266e+00 5.264e+02 2.127e+00 2.946 0.003217
#> dim.4 3.260e+00 2.604e+01 1.565e+00 2.083 0.037274
#> dim.5 1.049e+01 3.581e+04 3.393e+00 3.091 0.001997
#> dim.6 2.398e+00 1.100e+01 1.679e+00 1.428 0.153304
#>
#> Likelihood ratio test=59.63 on 6 df, p=5.359e-11
#> n= 80, number of events= 17
X_train_micro_kern <- kernlab::kernelMatrix(kernlab::rbfdot(sigma=0.01292786),
scale(X_train_micro))
(cox_DKplsDR_fit2=coxplsDR(~X_train_micro_kern,Y_train_micro,C_train_micro,ncomp=6,scaleX=FALSE))
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_plsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.316e+00 3.629e-02 2.289e+00 -1.449 0.147422
#> dim.2 5.451e+00 2.329e+02 1.655e+00 3.293 0.000992
#> dim.3 6.266e+00 5.264e+02 2.127e+00 2.946 0.003217
#> dim.4 3.260e+00 2.604e+01 1.565e+00 2.083 0.037274
#> dim.5 1.049e+01 3.581e+04 3.393e+00 3.091 0.001997
#> dim.6 2.398e+00 1.100e+01 1.679e+00 1.428 0.153304
#>
#> Likelihood ratio test=59.63 on 6 df, p=5.359e-11
#> n= 80, number of events= 17
(cox_DKplsDR_fit=coxDKplsDR(X_train_micro,Y_train_micro,C_train_micro,ncomp=6,
kernel="laplacedot",hyperkernel=list(sigma=0.01292786)))
#> Kernel : laplacedot
#> Used_sigma 0.01292786
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -1.015e+01 3.915e-05 1.654e+01 -0.614 0.539518
#> dim.2 4.100e+01 6.387e+17 1.255e+01 3.266 0.001090
#> dim.3 5.776e+01 1.212e+25 1.818e+01 3.178 0.001485
#> dim.4 4.398e+01 1.262e+19 1.710e+01 2.573 0.010095
#> dim.5 1.130e+02 1.200e+49 3.304e+01 3.420 0.000625
#> dim.6 4.089e+01 5.722e+17 1.720e+01 2.377 0.017449
#>
#> Likelihood ratio test=73.83 on 6 df, p=6.697e-14
#> n= 80, number of events= 17
X_train_micro_kern <- kernlab::kernelMatrix(kernlab::laplacedot(sigma=0.01292786),
scale(X_train_micro))
(cox_DKplsDR_fit2=coxplsDR(~X_train_micro_kern,Y_train_micro,C_train_micro,ncomp=6,scaleX=FALSE))
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_plsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -1.015e+01 3.915e-05 1.654e+01 -0.614 0.539518
#> dim.2 4.100e+01 6.387e+17 1.255e+01 3.266 0.001090
#> dim.3 5.776e+01 1.212e+25 1.818e+01 3.178 0.001485
#> dim.4 4.398e+01 1.262e+19 1.710e+01 2.573 0.010095
#> dim.5 1.130e+02 1.200e+49 3.304e+01 3.420 0.000625
#> dim.6 4.089e+01 5.722e+17 1.720e+01 2.377 0.017449
#>
#> Likelihood ratio test=73.83 on 6 df, p=6.697e-14
#> n= 80, number of events= 17
(cox_DKplsDR_fit=coxDKplsDR(~X_train_micro,Y_train_micro,C_train_micro,ncomp=6))
#> Kernel : rbfdot
#> Estimated_sigma 0.01226107
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.267e+00 3.811e-02 2.279e+00 -1.434 0.151655
#> dim.2 5.418e+00 2.254e+02 1.631e+00 3.323 0.000892
#> dim.3 6.156e+00 4.717e+02 2.103e+00 2.927 0.003417
#> dim.4 3.179e+00 2.402e+01 1.542e+00 2.062 0.039245
#> dim.5 1.018e+01 2.632e+04 3.354e+00 3.035 0.002408
#> dim.6 2.339e+00 1.037e+01 1.666e+00 1.404 0.160316
#>
#> Likelihood ratio test=58.37 on 6 df, p=9.647e-11
#> n= 80, number of events= 17
(cox_DKplsDR_fit=coxDKplsDR(~.,Y_train_micro,C_train_micro,ncomp=6,dataXplan=X_train_micro_df))
#> Kernel : rbfdot
#> Estimated_sigma 0.01209414
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.256e+00 3.853e-02 2.277e+00 -1.430 0.152746
#> dim.2 5.413e+00 2.244e+02 1.625e+00 3.331 0.000867
#> dim.3 6.134e+00 4.615e+02 2.099e+00 2.923 0.003465
#> dim.4 3.164e+00 2.365e+01 1.537e+00 2.058 0.039612
#> dim.5 1.011e+01 2.455e+04 3.347e+00 3.021 0.002524
#> dim.6 2.328e+00 1.026e+01 1.664e+00 1.399 0.161844
#>
#> Likelihood ratio test=58.07 on 6 df, p=1.112e-10
#> n= 80, number of events= 17
(cox_DKplsDR_fit=coxDKplsDR(X_train_micro,Y_train_micro,C_train_micro,ncomp=6,allres=TRUE))
#> Kernel : rbfdot
#> Estimated_sigma 0.01317238
#> $tt_DKplsDR
#> dim.1 dim.2 dim.3 dim.4 dim.5 dim.6
#> 1 -3.020228 -0.06625234 -0.496181046 -0.1884551544 0.0913268367 -0.214968356
#> 2 -3.004972 0.11214807 -0.102876890 0.3687907896 -0.2669342812 -0.186548059
#> 3 -3.263409 0.33660000 -0.021117247 0.0721848267 -0.0038534648 -0.108048340
#> 4 -3.106071 0.03814056 0.039468917 0.0727730511 -0.1734809342 -0.001074132
#> 5 -3.131556 0.47567782 -0.085052563 -0.4383719303 0.0438873244 -0.136862824
#> 6 -3.079234 -0.13818072 0.085457004 -0.3332225480 -0.2539606851 -0.235892716
#> 7 -3.103534 -0.26850956 0.184785531 -0.1465686792 0.0501171668 -0.117075352
#> 8 -2.916633 0.57837133 0.201152113 -0.2306428022 0.0320879087 0.165667705
#> 9 -3.271076 0.05857536 -0.265026258 0.2162308894 -0.1069831221 -0.218491976
#> 10 -2.756413 0.10354563 -0.012514840 0.2026052219 -0.1834350226 -0.135777365
#> 11 -2.716286 0.20152566 0.281717696 -0.1871047551 0.2467045001 0.327288214
#> 12 -3.419325 -0.49860559 0.099348282 -0.2074208017 0.2330427386 0.257567419
#> 13 -2.965419 0.28245018 -0.305072161 -0.0564516573 -0.1138648030 0.251732466
#> 14 -3.372782 -0.34549590 0.185367625 -0.2078666901 -0.1786354260 -0.131754269
#> 15 -3.132047 0.15506897 -0.360739298 0.1773595205 0.1933288183 0.097826309
#> 16 -2.943718 0.34118710 -0.161956703 -0.1817578118 0.1080505104 -0.243828312
#> 17 -3.275070 -0.39474277 -0.023215902 0.0524449547 0.0202346750 0.205692226
#> 18 -3.375214 -0.27738467 -0.288257141 -0.0714828019 0.1371926541 -0.044291924
#> 19 -3.239120 0.03839265 0.054529656 0.1596477181 -0.0476231574 0.279064019
#> 20 -3.283185 -0.43820493 0.172614066 -0.1640237323 -0.1410446173 -0.073681884
#> 21 -3.147308 -0.10824401 -0.113647894 0.1463372600 0.1194779701 -0.342824583
#> 22 -3.094699 0.01771832 -0.231046625 -0.1331762054 0.1853659085 -0.018545533
#> 23 -3.247999 0.15511013 -0.048867834 0.2157074604 -0.0680136989 0.014154866
#> 24 -3.019605 0.14026079 0.298157596 -0.2461527183 -0.1247650366 -0.372446387
#> 25 -3.353748 -0.54993123 -0.114004494 -0.2550638541 0.1276831097 -0.035560426
#> 26 -3.200380 -0.44693298 0.280849851 -0.0842304725 -0.1149365939 -0.011898454
#> 27 -2.878114 0.37387629 0.005511631 -0.0870618466 -0.0994529653 0.079320449
#> 28 -2.806938 0.39194327 -0.036783747 -0.1382453051 -0.0189525046 -0.304635937
#> 29 -3.143777 -0.30525233 0.202913513 0.3577428927 -0.0024565453 -0.250900758
#> 30 -3.091704 -0.40473103 0.216808453 -0.0814764319 -0.0254760612 -0.117597840
#> 31 -3.210608 0.31789128 0.091030667 0.2930280730 0.3414191689 -0.043483584
#> 32 -2.882035 -0.35818699 -0.072873511 0.0614602311 0.0627456512 -0.010192566
#> 33 -3.254294 -0.30764020 -0.242022318 0.4208302720 -0.0172721221 -0.096755766
#> 34 -3.272213 -0.14732147 0.136590247 -0.0006196441 -0.0932251640 0.345039146
#> 35 -2.516660 0.40871089 0.006963654 -0.1404618691 0.1107803591 0.104133261
#> 36 -3.442674 -0.05192064 -0.042889028 -0.0355011245 0.0004502547 0.302662430
#> 37 -3.025331 0.28183027 0.426224033 -0.0384941430 0.1719791118 -0.157174597
#> 38 -3.224862 -0.27749987 0.182111834 0.0358546960 0.1406993796 -0.167674518
#> 39 -3.236093 -0.45114884 0.153276812 0.0739184546 0.0143652778 -0.316105399
#> 40 -3.127224 0.16563422 -0.072337025 0.1042831423 0.2767753604 -0.316575702
#> 41 -3.088576 -0.11804187 0.118489019 0.2330912076 -0.0244507841 -0.313473405
#> 42 -2.844753 0.46468433 -0.181038909 -0.2256456798 0.0372209962 -0.014703447
#> 43 -3.303835 -0.47457537 0.014726698 0.1109787378 0.3066345034 0.127917578
#> 44 -3.025599 -0.07190144 -0.012426297 0.2141214009 -0.1179714535 -0.593035571
#> 45 -3.226424 -0.32652210 0.174880043 0.1232871241 -0.1404162930 0.019507033
#> 46 -3.071674 0.15276620 0.075619618 -0.5766035736 -0.0031655731 -0.130062559
#> 47 -3.222931 0.01922686 -0.131378672 -0.1662374483 -0.2573264381 -0.264967472
#> 48 -2.805111 0.21553373 -0.007024018 -0.0878892913 -0.3677214173 -0.123398324
#> 49 -3.004566 0.44286332 -0.071953987 -0.2547492136 0.0287844992 -0.093829771
#> 50 -3.099338 0.06142262 -0.105460582 0.0457166457 -0.0394240160 0.358344046
#> 51 -3.290084 -0.12038928 -0.270757238 0.1596604049 -0.0114579109 0.335018917
#> 52 -2.885483 0.63952684 -0.177060030 0.1841596205 -0.1160829817 -0.146725572
#> 53 -3.218917 0.18920838 -0.232594597 0.2789073756 0.0092014122 -0.315831174
#> 54 -3.246434 0.18446646 0.490448387 0.3712570914 0.0411596171 0.123638584
#> 55 -3.208912 0.50178279 0.301758992 0.4537139342 0.1169479286 -0.016772213
#> 56 -3.206022 -0.29643043 -0.287117698 0.0900799190 0.1765977568 0.047173149
#> 57 -3.362823 -0.48742001 -0.306631367 0.0858218148 0.1363471288 0.140015250
#> 58 -3.313622 -0.17762895 0.389296526 0.2895566667 -0.1014631761 0.064282138
#> 59 -3.069465 -0.27630981 0.298526020 -0.2719488557 0.0531472702 -0.208899246
#> 60 -3.418038 -0.34848190 0.054657506 -0.1731489594 0.0652802661 0.220398067
#> 61 -3.132345 0.12663801 0.342605868 -0.0492481586 -0.1416395470 0.190256397
#> 62 -3.396214 0.24176716 -0.228310805 0.1877071174 -0.0234123551 0.406702936
#> 63 -2.628351 0.72167907 0.272397773 0.1469024797 0.3202237930 0.078356539
#> 64 -3.083524 0.36718027 -0.377172275 -0.1269363501 -0.2367488638 -0.079567000
#> 65 -3.220611 0.46383991 0.062854176 0.3096703687 -0.0992048763 0.190477926
#> 66 -3.325947 -0.04785199 0.043691343 -0.0152498135 -0.1423992414 0.217833356
#> 67 -3.287385 -0.37713911 -0.254142964 -0.2754816167 0.0061074336 0.192154015
#> 68 -3.164295 0.06317586 -0.056067985 -0.1253534613 0.1735273252 0.047057253
#> 69 -3.331925 0.30608210 0.117013484 0.0680349849 0.0322380529 0.294055052
#> 70 -3.211363 -0.19267235 -0.025784397 -0.0953204803 -0.0230735121 0.010888945
#> 71 -2.995599 -0.03230156 0.044335682 -0.0242337029 0.1720406657 -0.150630075
#> 72 -3.085758 0.08118491 0.331216664 0.0201483556 0.0771011898 -0.004055963
#> 73 -3.120915 0.28729144 -0.036372301 0.0842176919 -0.2455258631 0.350366994
#> 74 -3.396699 -0.20307186 -0.096557835 -0.0737014008 -0.1608659136 0.215468874
#> 75 -3.154262 0.45273179 -0.127008758 -0.0657740013 -0.0605915534 0.038960633
#> 76 -2.952892 0.42839864 0.104047273 -0.5017274387 0.1178202200 0.015779230
#> 77 -3.372681 -0.22038405 -0.104423456 0.0262351452 -0.2358293105 0.294434020
#> 78 -3.335684 -0.12264601 -0.153799272 -0.0296584494 0.0886913244 0.127564952
#> 79 -3.432258 -0.37090105 0.132839287 -0.0512840823 -0.2152186856 0.271838209
#> 80 -3.332358 -0.39277276 -0.241950875 0.1556901254 0.1719239373 -0.223981680
#>
#> $cox_DKplsDR
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.336e+00 3.557e-02 2.294e+00 -1.454 0.14591
#> dim.2 5.469e+00 2.372e+02 1.666e+00 3.283 0.00103
#> dim.3 6.315e+00 5.529e+02 2.138e+00 2.954 0.00314
#> dim.4 3.298e+00 2.705e+01 1.576e+00 2.093 0.03635
#> dim.5 1.061e+01 4.056e+04 3.411e+00 3.111 0.00187
#> dim.6 2.424e+00 1.129e+01 1.686e+00 1.438 0.15039
#>
#> Likelihood ratio test=60.11 on 6 df, p=4.282e-11
#> n= 80, number of events= 17
#>
#> $DKplsDR_mod
#> $call
#> pls(X = new("kernelMatrix", .Data = c(1, 0.304784525443007, 0.414851497980041,
#> 0.29648582357196, 0.505732184429978, 0.24330975394944, 0.375886998223689,
#> 0.275004298397831, 0.487016342531734, 0.37610063355791, 0.32737576206004,
#> 0.305851965939356, 0.273407440462937, 0.268736233125786, 0.485106640032994,
#> 0.420082575724938, 0.248546957909689, 0.534509697960533, 0.306513447984891,
#> 0.357435392222402, 0.453477455680756, 0.358120146376461, 0.27920137168674,
#> 0.334813755926423, 0.325690201221198, 0.309381229582952, 0.207521325573433,
#> 0.316198610694958, 0.283527795305932, 0.258931964726138, 0.389587285272593,
#> 0.261450075793967, 0.343709590050823, 0.280157792791869, 0.340151359288763,
#> 0.354948460759321, 0.319924925160572, 0.312573740607914, 0.323003986179357,
#> 0.386809030024681, 0.250328503406225, 0.418993466700241, 0.3276730762635,
#> 0.348245935171705, 0.288679062799016, 0.293171503390158, 0.442805009514425,
#> 0.249879741821095, 0.414001166224707, 0.385427301331003, 0.393962811107316,
#> 0.299927517115381, 0.467216217973429, 0.259480847488376, 0.32491173204776,
#> 0.515298245604914, 0.493208383836925, 0.253841502927031, 0.360033572057002,
#> 0.285201348461149, 0.229587807569533, 0.344401777246854, 0.261539160795285,
#> 0.407733300632737, 0.383252808230933, 0.341924535161569, 0.358070726189769,
#> 0.435780188487107, 0.43993603872468, 0.301332733993253, 0.333021303852913,
#> 0.288309319386582, 0.273134046167624, 0.316722629652788, 0.364650794935037,
#> 0.348306911402318, 0.245121619187928, 0.328191276549231, 0.24688976880418,
#> 0.385063843276861, 0.304784525443007, 1, 0.486392472718715, 0.437718356155085,
#> 0.302767475133897, 0.240871311394449, 0.273004164229621, 0.276553151858165,
#> 0.44900190960715, 0.549005440144426, 0.171105188238965, 0.233435171728335,
#> 0.353111419185342, 0.342096906695564, 0.344283359733819, 0.333369105105374,
#> 0.328833837697483, 0.333433953592713, 0.341386640525759, 0.279174400998067,
#> 0.451110781704833, 0.310379120927537, 0.426720160144614, 0.293635415414829,
#> 0.229185803390486, 0.252011768764969, 0.25505614094115, 0.228980851067699,
#> 0.373904869804144, 0.304574340726874, 0.412658118514315, 0.419943471840899,
#> 0.479983417328446, 0.274298532915673, 0.211539243136129, 0.323729670922415,
#> 0.25644791299224, 0.257434474483309, 0.327794965333751, 0.34541334806206,
#> 0.410121989376976, 0.228739278229645, 0.323127970429809, 0.421902557258188,
#> 0.322933735231185, 0.198078610384821, 0.414579112622862, 0.384785956843295,
#> 0.288083910939145, 0.350716126485415, 0.417087604583429, 0.504649753934405,
#> 0.389039423081213, 0.453687181760469, 0.500524220936369, 0.314043824770533,
#> 0.368303581016741, 0.457486271369908, 0.214655622865761, 0.242981137535036,
#> 0.284498702470273, 0.4326001134871, 0.248464461803028, 0.497374988550509,
#> 0.497632834772533, 0.345075450686704, 0.304878484538569, 0.282407861627451,
#> 0.417128172519583, 0.278612901113322, 0.329748127527907, 0.222180621585601,
#> 0.372905529414155, 0.465142892001004, 0.425457858548266, 0.212968430351398,
#> 0.388778015166991, 0.38956266100748, 0.353861395690225, 0.412060716080184,
#> 0.414851497980041, 0.486392472718715, 1, 0.381073277398867, 0.46992419150556,
#> 0.273642426299266, 0.316558628255757, 0.479047613441713, 0.438393897998961,
#> 0.384704771311986, 0.258013964356562, 0.349963669533397, 0.352533279740871,
#> 0.378831112165193, 0.410007141392028, 0.343676421615937, 0.280028272467271,
#> 0.355766005024668, 0.421528289501911, 0.336212889821288, 0.412743154915792,
#> 0.394906247576157, 0.468216236694643, 0.414923131177978, 0.378447144799069,
#> 0.328634798455845, 0.30005725783994, 0.458173903284186, 0.363055250002097,
#> 0.266455053597889, 0.522449996248817, 0.308748928167335, 0.351057402550983,
#> 0.307929342549213, 0.277014489813161, 0.4275019572672, 0.406789830016898,
#> 0.319708897410881, 0.280776433932758, 0.472791188538263, 0.323322697329541,
#> 0.390772829115318, 0.334490216148584, 0.385422876059306, 0.319184074610269,
#> 0.345638711365773, 0.480717339842262, 0.300476182902745, 0.325732471949187,
#> 0.318404440210997, 0.341350933623283, 0.474028155829642, 0.384149868490424,
#> 0.389505059853152, 0.492463973312827, 0.357993652425751, 0.336332549569391,
#> 0.279526596207988, 0.301180474828224, 0.355754641354722, 0.403207409864747,
#> 0.396507189966379, 0.445501796509234, 0.46528798712475, 0.452078011746812,
#> 0.576924486984773, 0.464696857829715, 0.389563684517677, 0.503386884396565,
#> 0.312867654938629, 0.335300442548333, 0.375762073810408, 0.348736723821678,
#> 0.441386050049327, 0.442505044344801, 0.333179068433242, 0.376035465344377,
#> 0.515862638197207, 0.348840585975442, 0.347775545356708, 0.29648582357196,
#> 0.437718356155085, 0.381073277398867, 1, 0.360381906378772, 0.286450949961899,
#> 0.39816157286489, 0.367501829205334, 0.347434680548486, 0.34643130152488,
#> 0.270685759347008, 0.342236601393351, 0.270767470809799, 0.300496435096859,
#> 0.354826638571604, 0.292361016853974, 0.287644126604862, 0.348349026070082,
#> 0.414269312001289, 0.29579993871086, 0.378426503980663, 0.220411176443951,
#> 0.372308367018444, 0.383407655443172, 0.242964805911515, 0.387085101134999,
#> 0.283884792125249, 0.284250169221157, 0.281339117324219, 0.335360352689257,
#> 0.285519571947842, 0.423270287671358, 0.335822626343222, 0.342637893670368,
#> 0.272916192813009, 0.34016146646162, 0.317811072720127, 0.295369016313175,
#> 0.241291441279814, 0.331691489458178, 0.500684451137146, 0.333184800162121,
#> 0.379101048555979, 0.298321807015295, 0.311608211487098, 0.32708260189439,
#> 0.380292291199182, 0.490778611858372, 0.277868039978354, 0.427616725626081,
#> 0.553189785842915, 0.294363061199687, 0.299385616675976, 0.459020623716625,
#> 0.43411975774257, 0.469432464319022, 0.358638138290642, 0.365877480200582,
#> 0.341209574180647, 0.349058354419426, 0.388519125832626, 0.423820394002078,
#> 0.354896874806014, 0.355908102041768, 0.482597312101635, 0.371156406299106,
#> 0.410539072812071, 0.303391366146598, 0.40029515890144, 0.3709146276225,
#> 0.46891038941672, 0.274426369782297, 0.329628420808065, 0.521146122257726,
#> 0.339438547374832, 0.315454171923512, 0.454196981045157, 0.333187936985488,
#> 0.379822386343497, 0.29879254804905, 0.505732184429978, 0.302767475133897,
#> 0.46992419150556, 0.360381906378772, 1, 0.383414607594778, 0.343055208063947,
#> 0.439775602530349, 0.318295206201999, 0.348431471762464, 0.374324418540054,
#> 0.343227660317527, 0.334413115185606, 0.366999366849718, 0.32581850911074,
#> 0.587580642036708, 0.278124877896385, 0.399251767071628, 0.365807008900277,
#> 0.300987113839615, 0.415205395665199, 0.443913664374075, 0.301838944719205,
#> 0.41985398829391, 0.337242206867678, 0.282312917464954, 0.326946136558698,
#> 0.361264121700138, 0.247365365766906, 0.342105500687362, 0.431814516976607,
#> 0.293687322489735, 0.23525581095205, 0.283407028291214, 0.416696440901729,
#> 0.387213790741084, 0.496422610410516, 0.270274310883312, 0.297777260530079,
#> 0.444935092574295, 0.273951819288224, 0.449365982995354, 0.365588048802695,
#> 0.282602803074642, 0.228648370212387, 0.588550842400466, 0.4486291231289,
#> 0.329796144763533, 0.565122937986174, 0.344650999806508, 0.344034598985138,
#> 0.384620760324584, 0.297865441796138, 0.411607677733772, 0.436430618489918,
#> 0.318509963641573, 0.336362038754626, 0.305198196480475, 0.370300702721732,
#> 0.358425919667322, 0.327379527363804, 0.364849465951658, 0.389707438138257,
#> 0.518859685487418, 0.341411676327184, 0.333727148982982, 0.325812443867829,
#> 0.446676900869384, 0.55254681616939, 0.290706971016422, 0.416026902678588,
#> 0.349493802133806, 0.31606369531085, 0.38003921414, 0.444105716312942,
#> 0.702368087607265, 0.276328198334813, 0.377666003805901, 0.278124469334348,
#> 0.304391031824008, 0.24330975394944, 0.240871311394449, 0.273642426299266,
#> 0.286450949961899, 0.383414607594779, 1, 0.312253025270233, 0.352510735255099,
#> 0.318501124455516, 0.254073340285072, 0.380471645461559, 0.417742907287416,
#> 0.332503440445358, 0.494063015310707, 0.235462768765493, 0.3788915803548,
#> 0.372294068229791, 0.391506405754391, 0.294822016868497, 0.375357356094055,
#> 0.299638547665389, 0.39287189897281, 0.295954873894761, 0.340621278870939,
#> 0.506837616429695, 0.43409813879317, 0.40227440947637, 0.293573282046789,
#> 0.416863441150366, 0.379051694422203, 0.308163037474317, 0.261815382569295,
#> 0.3569455309125, 0.308352790224956, 0.379452085950838, 0.309432001257857,
#> 0.359167486528774, 0.457416068017702, 0.503514915868972, 0.35610192466517,
#> 0.374791689445873, 0.293366214428325, 0.325429018471185, 0.437534075314855,
#> 0.385876653058321, 0.524933876655432, 0.329734498764417, 0.404695671079987,
#> 0.45223867635933, 0.251155623270329, 0.277884301051171, 0.304969451209482,
#> 0.331527557881302, 0.402639148058949, 0.310321174784039, 0.257347033132918,
#> 0.270675225871702, 0.458233418905002, 0.376674376312776, 0.438374923354025,
#> 0.295156453469489, 0.289148148690325, 0.278561579795427, 0.335107222948065,
#> 0.301190150316012, 0.2966225581665, 0.258865355825845, 0.259705472007156,
#> 0.234419827288103, 0.436111457226759, 0.300858435973596, 0.349862015425039,
#> 0.384652509590154, 0.302632273575385, 0.352614210946734, 0.36902386925233,
#> 0.374742759938042, 0.300404759943953, 0.339632631130425, 0.408744230986237,
#> 0.375886998223689, 0.273004164229621, 0.316558628255757, 0.39816157286489,
#> 0.343055208063947, 0.312253025270233, 1, 0.350305292280387, 0.369195102960472,
#> 0.282443663710583, 0.461174248071533, 0.43285875782944, 0.193220438038436,
#> 0.376224412752119, 0.314450138063069, 0.249433427822796, 0.287917538051385,
#> 0.330012574221994, 0.342318166253308, 0.53419770485328, 0.413003262192234,
#> 0.318244220562572, 0.308830831168186, 0.398632695403075, 0.475786171574215,
#> 0.456468130697725, 0.237694647759762, 0.295763482217825, 0.29083195787232,
#> 0.42875255864454, 0.324104720507771, 0.365885253572298, 0.243840225634735,
#> 0.284762494235724, 0.20426928637076, 0.319027808271917, 0.356392154020505,
#> 0.314693606031182, 0.4319530363777, 0.316014571441277, 0.381238594121997,
#> 0.323780164059371, 0.363093866190076, 0.299235172968125, 0.403538083415221,
#> 0.343190218869076, 0.37762128657231, 0.303624670192544, 0.294251197680664,
#> 0.388639316056919, 0.319396558480065, 0.201369388124789, 0.293293355794702,
#> 0.309181405053072, 0.291864966525318, 0.409329748955333, 0.348913827111434,
#> 0.388313899797986, 0.571591350748601, 0.452465841895292, 0.444241660937391,
#> 0.284263169017059, 0.324352241636765, 0.219431113777526, 0.329255953260837,
#> 0.34257830218811, 0.371423529504795, 0.482374931744581, 0.456328590547029,
#> 0.387913040350943, 0.410876286569771, 0.323359338224472, 0.251106466255497,
#> 0.317480027946678, 0.285492252879946, 0.330309050002793, 0.348117313000183,
#> 0.252153342356773, 0.351640800201112, 0.34980758129182, 0.275004298397831,
#> 0.276553151858165, 0.479047613441713, 0.367501829205334, 0.439775602530349,
#> 0.352510735255099, 0.350305292280387, 1, 0.285855849768629, 0.258775697941992,
#> 0.452670475405712, 0.31504086809831, 0.363993737255362, 0.336798780536359,
#> 0.354727711111112, 0.379054343216475, 0.249193644380171, 0.328733862518715,
#> 0.333607677396818, 0.341160716120703, 0.25013526830867, 0.364992802566348,
#> 0.341528095825127, 0.413481429241462, 0.343915296652277, 0.287636927230879,
#> 0.354549517030952, 0.438101887305682, 0.203076906200854, 0.227936281320303,
#> 0.313897780892753, 0.270132892484091, 0.215254296436638, 0.385725480826762,
#> 0.371052283472351, 0.392043345307489, 0.360950891282416, 0.269265718578552,
#> 0.198709899451482, 0.362093544508664, 0.310325916670115, 0.546584375941055,
#> 0.271082295068487, 0.234236605228556, 0.316990796350655, 0.487358858831995,
#> 0.333336361950574, 0.370941644295807, 0.334209034513794, 0.350043016566142,
#> 0.314681723827969, 0.376521691982666, 0.296920027484622, 0.375475726004197,
#> 0.358637044459147, 0.264190634347451, 0.249853469727919, 0.278767683896615,
#> 0.378220116013415, 0.329349791469153, 0.448564221716933, 0.327123006628795,
#> 0.524774870292506, 0.346298286823183, 0.465220020797221, 0.419027152542639,
#> 0.368852029560143, 0.394283842840918, 0.454575828401676, 0.44234401091424,
#> 0.308356577017442, 0.428724098590901, 0.349210401077187, 0.346735824227729,
#> 0.545413662113644, 0.452803355257551, 0.347165681788827, 0.382459665575043,
#> 0.349684754282018, 0.250430234984626, 0.487016342531734, 0.44900190960715,
#> 0.438393897998961, 0.347434680548486, 0.318295206201999, 0.318501124455516,
#> 0.369195102960472, 0.285855849768629, 1, 0.293381732671766, 0.299831019748475,
#> 0.259242395941417, 0.359467193669588, 0.311316539942299, 0.575212632098358,
#> 0.385981911551252, 0.367064250350741, 0.45244709124101, 0.539080410960122,
#> 0.433726161287974, 0.347761189713966, 0.366652784657471, 0.347048612016183,
#> 0.307082058484202, 0.349108811878709, 0.309052180727309, 0.305861551344181,
#> 0.378349911449877, 0.466111498904942, 0.249835849628935, 0.366193772277109,
#> 0.208690159849203, 0.50292826350755, 0.329198792373638, 0.231124060296768,
#> 0.321482076208181, 0.354959535041035, 0.349370407755373, 0.402006121480939,
#> 0.455387891958402, 0.411420487317388, 0.32172257973118, 0.252828553203888,
#> 0.450902640654889, 0.5636002921197, 0.209087653456272, 0.455969219282409,
#> 0.384611282366489, 0.350299638769641, 0.334080785684689, 0.438129580280228,
#> 0.477200346085443, 0.714321560304486, 0.260872766880452, 0.406512376366638,
#> 0.369531163480929, 0.389367924182182, 0.31960722236837, 0.231375576228053,
#> 0.266494103843668, 0.3173255089478, 0.421869013834811, 0.358862048982741,
#> 0.429064581203725, 0.537802417840032, 0.38599461251831, 0.343586320253469,
#> 0.48622927815533, 0.418194948947504, 0.37239036892569, 0.253679272983349,
#> 0.411495743225045, 0.374591873116468, 0.365348976949008, 0.473841568312445,
#> 0.245553751162291, 0.346710641800254, 0.347755754615826, 0.319742522413584,
#> 0.441239764026223, 0.37610063355791, 0.549005440144426, 0.384704771311986,
#> 0.34643130152488, 0.348431471762464, 0.254073340285072, 0.282443663710583,
#> 0.258775697941992, 0.293381732671766, 1, 0.221165187785585, 0.230159780727368,
#> 0.313571631026157, 0.250991728914385, 0.304035747093783, 0.260746756250286,
#> 0.22442888995222, 0.288525312230617, 0.259214402230141, 0.239474527138182,
#> 0.510984226213434, 0.245789889393209, 0.392902346301006, 0.268972404822411,
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#> 0.515419674952779, 0.526215608494827, 0.336058827975628, 0.490075502592615,
#> 0.55266080768661, 0.396066533671337, 0.322895491635258, 0.305428204766202,
#> 0.330072335500098, 0.519517142666357, 0.464240625347311, 0.389150281328623,
#> 0.502820220383333, 0.429346686543712, 0.272778762506621, 0.417785763854828,
#> 0.432919159081786, 0.491892610131335, 0.397485374401221, 0.301570089336976,
#> 0.636523770278165, 0.516780953526138, 1, 0.312125231537953, 0.385063843276861,
#> 0.412060716080184, 0.347775545356708, 0.29879254804905, 0.304391031824008,
#> 0.408744230986237, 0.34980758129182, 0.250430234984626, 0.441239764026223,
#> 0.263434638449656, 0.201589339389703, 0.386365661596392, 0.287520326933586,
#> 0.437927707604885, 0.341697906246608, 0.396087145197115, 0.423938031701573,
#> 0.525277291797468, 0.271824911537327, 0.35817095170016, 0.494617331856575,
#> 0.45223205956805, 0.358910822313505, 0.321963278783728, 0.605337518478214,
#> 0.297580401164738, 0.258764696125612, 0.259607397168509, 0.399549512997303,
#> 0.336853309370521, 0.498580330112015, 0.340023353285206, 0.530360220975755,
#> 0.343428346012906, 0.224939006254369, 0.3504396053883, 0.316006458056999,
#> 0.386664391809587, 0.587612976606491, 0.493201178827512, 0.427168697947187,
#> 0.243733146431343, 0.372838671840084, 0.543369431348863, 0.415802664298429,
#> 0.33668851608665, 0.402956847328293, 0.322465719880381, 0.340194438793006,
#> 0.290510255614311, 0.301934247527977, 0.391799657809498, 0.477928658738075,
#> 0.315255191197009, 0.420397109081779, 0.369181314828342, 0.43152616112139,
#> 0.433692801118753, 0.321809637230304, 0.342965060284746, 0.197791643749766,
#> 0.349323473259345, 0.282069363939587, 0.427660782243247, 0.309990974136283,
#> 0.290773066138937, 0.318049357822944, 0.385903191270823, 0.267815033211123,
#> 0.492139515524052, 0.395409806981933, 0.309043687107301, 0.262736677047753,
#> 0.377290724262259, 0.387155101188511, 0.293823931566786, 0.35759463507799,
#> 0.492059459325922, 0.312125231537953, 1)), Y = c(`1` = -1.48432960272689,
#> `2` = -0.546953975803827, `3` = -0.231455024943138, `4` = -0.340030131930231,
#> `5` = -0.976337221215795, `6` = -0.386676603514146, `7` = -0.386676603514146,
#> `8` = 1.57418914279605, `9` = -0.546953975803827, `10` = -0.158113883008419,
#> `11` = 2.10405253987611, `12` = -0.231455024943138, `13` = -0.386676603514146,
#> `14` = -1.09692040255042, `15` = -0.158113883008419, `16` = -0.158113883008419,
#> `17` = -0.546953975803827, `18` = -0.386676603514146, `19` = 0.659786090690449,
#> `20` = -1.09692040255042, `21` = -0.436274136565358, `22` = -0.28961087492437,
#> `23` = -0.386676603514146, `24` = -0.976337221215795, `25` = -1.09692040255042,
#> `26` = -0.158113883008419, `27` = -0.436274136565358, `28` = -0.436274136565358,
#> `29` = -0.386676603514146, `30` = -0.231455024943138, `31` = 2.30072697072586,
#> `32` = -0.490239861940916, `33` = -0.546953975803827, `34` = -0.73444881503344,
#> `35` = 1.31082938694368, `36` = -0.976337221215795, `37` = 1.70134282314234,
#> `38` = -0.546953975803827, `39` = -0.158113883008419, `40` = 1.0771486960837,
#> `41` = -0.158113883008419, `42` = -0.490239861940916, `43` = -0.340030131930231,
#> `44` = -0.976337221215795, `45` = -0.158113883008419, `46` = -0.914104649757265,
#> `47` = -1.09692040255042, `48` = -0.436274136565358, `49` = -0.386676603514146,
#> `50` = -0.0983658134866668, `51` = -0.793929564138479, `52` = 0.468510675262855,
#> `53` = -0.340030131930231, `54` = 1.9536629749367, `55` = 2.60558117688699,
#> `56` = -0.546953975803827, `57` = -1.09692040255042, `58` = -0.158113883008419,
#> `59` = -0.490239861940916, `60` = -0.976337221215795, `61` = -0.28961087492437,
#> `62` = 1.4487979466996, `63` = 1.82660326764499, `64` = -0.386676603514146,
#> `65` = 0.969360944759548, `66` = -0.158113883008419, `67` = -0.436274136565358,
#> `68` = -0.490239861940916, `69` = 1.18850435510435, `70` = -0.976337221215795,
#> `71` = -0.976337221215795, `72` = 0.863221936022845, `73` = -0.436274136565358,
#> `74` = -0.490239861940916, `75` = -0.386676603514146, `76` = 0.762313939494724,
#> `77` = -0.976337221215795, `78` = -0.436274136565358, `79` = -0.546953975803827,
#> `80` = -0.436274136565358), ncomp = 6, mode = "regression", scale.X = FALSE,
#> scale.Y = FALSE)
#>
#> $X
#> An object of class "kernelMatrix"
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7]
#> 1 1.0000000 0.3047845 0.4148515 0.2964858 0.5057322 0.2433098 0.3758870
#> 2 0.3047845 1.0000000 0.4863925 0.4377184 0.3027675 0.2408713 0.2730042
#> 3 0.4148515 0.4863925 1.0000000 0.3810733 0.4699242 0.2736424 0.3165586
#> 4 0.2964858 0.4377184 0.3810733 1.0000000 0.3603819 0.2864509 0.3981616
#> 5 0.5057322 0.3027675 0.4699242 0.3603819 1.0000000 0.3834146 0.3430552
#> 6 0.2433098 0.2408713 0.2736424 0.2864509 0.3834146 1.0000000 0.3122530
#> 7 0.3758870 0.2730042 0.3165586 0.3981616 0.3430552 0.3122530 1.0000000
#> 8 0.2750043 0.2765532 0.4790476 0.3675018 0.4397756 0.3525107 0.3503053
#> 9 0.4870163 0.4490019 0.4383939 0.3474347 0.3182952 0.3185011 0.3691951
#> 10 0.3761006 0.5490054 0.3847048 0.3464313 0.3484315 0.2540733 0.2824437
#> 11 0.3273758 0.1711052 0.2580140 0.2706858 0.3743244 0.3804716 0.4611742
#> 12 0.3058520 0.2334352 0.3499637 0.3422366 0.3432277 0.4177429 0.4328588
#> 13 0.2734074 0.3531114 0.3525333 0.2707675 0.3344131 0.3325034 0.1932204
#> 14 0.2687362 0.3420969 0.3788311 0.3004964 0.3669994 0.4940630 0.3762244
#> 15 0.4851066 0.3442834 0.4100071 0.3548266 0.3258185 0.2354628 0.3144501
#> 16 0.4200826 0.3333691 0.3436764 0.2923610 0.5875806 0.3788916 0.2494334
#> 17 0.2485470 0.3288338 0.2800283 0.2876441 0.2781249 0.3722941 0.2879175
#> 18 0.5345097 0.3334340 0.3557660 0.3483490 0.3992518 0.3915064 0.3300126
#> 19 0.3065134 0.3413866 0.4215283 0.4142693 0.3658070 0.2948220 0.3423182
#> 20 0.3574354 0.2791744 0.3362129 0.2957999 0.3009871 0.3753574 0.5341977
#> 21 0.4534775 0.4511108 0.4127432 0.3784265 0.4152054 0.2996385 0.4130033
#> 22 0.3581201 0.3103791 0.3949062 0.2204112 0.4439137 0.3928719 0.3182442
#> 23 0.2792014 0.4267202 0.4682162 0.3723084 0.3018389 0.2959549 0.3088308
#> 24 0.3348138 0.2936354 0.4149231 0.3834077 0.4198540 0.3406213 0.3986327
#> 25 0.3256902 0.2291858 0.3784471 0.2429648 0.3372422 0.5068376 0.4757862
#> 26 0.3093812 0.2520118 0.3286348 0.3870851 0.2823129 0.4340981 0.4564681
#> 27 0.2075213 0.2550561 0.3000573 0.2838848 0.3269461 0.4022744 0.2376946
#> 28 0.3161986 0.2289809 0.4581739 0.2842502 0.3612641 0.2935733 0.2957635
#> 29 0.2835278 0.3739049 0.3630553 0.2813391 0.2473654 0.4168634 0.2908320
#> 30 0.2589320 0.3045743 0.2664551 0.3353604 0.3421055 0.3790517 0.4287526
#> 31 0.3895873 0.4126581 0.5224500 0.2855196 0.4318145 0.3081630 0.3241047
#> 32 0.2614501 0.4199435 0.3087489 0.4232703 0.2936873 0.2618154 0.3658853
#> 33 0.3437096 0.4799834 0.3510574 0.3358226 0.2352558 0.3569455 0.2438402
#> 34 0.2801578 0.2742985 0.3079293 0.3426379 0.2834070 0.3083528 0.2847625
#> 35 0.3401514 0.2115392 0.2770145 0.2729162 0.4166964 0.3794521 0.2042693
#> 36 0.3549485 0.3237297 0.4275020 0.3401615 0.3872138 0.3094320 0.3190278
#> 37 0.3199249 0.2564479 0.4067898 0.3178111 0.4964226 0.3591675 0.3563922
#> 38 0.3125737 0.2574345 0.3197089 0.2953690 0.2702743 0.4574161 0.3146936
#> 39 0.3230040 0.3277950 0.2807764 0.2412914 0.2977773 0.5035149 0.4319530
#> 40 0.3868090 0.3454133 0.4727912 0.3316915 0.4449351 0.3561019 0.3160146
#> 41 0.2503285 0.4101220 0.3233227 0.5006845 0.2739518 0.3747917 0.3812386
#> 42 0.4189935 0.2287393 0.3907728 0.3331848 0.4493660 0.2933662 0.3237802
#> 43 0.3276731 0.3231280 0.3344902 0.3791010 0.3655880 0.3254290 0.3630939
#> 44 0.3482459 0.4219026 0.3854229 0.2983218 0.2826028 0.4375341 0.2992352
#> 45 0.2886791 0.3229337 0.3191841 0.3116082 0.2286484 0.3858767 0.4035381
#> 46 0.2931715 0.1980786 0.3456387 0.3270826 0.5885508 0.5249339 0.3431902
#> 47 0.4428050 0.4145791 0.4807173 0.3802923 0.4486291 0.3297345 0.3776213
#> 48 0.2498797 0.3847860 0.3004762 0.4907786 0.3297961 0.4046957 0.3036247
#> 49 0.4140012 0.2880839 0.3257325 0.2778680 0.5651229 0.4522387 0.2942512
#> 50 0.3854273 0.3507161 0.3184044 0.4276167 0.3446510 0.2511556 0.3886393
#> 51 0.3939628 0.4170876 0.3413509 0.5531898 0.3440346 0.2778843 0.3193966
#> 52 0.2999275 0.5046498 0.4740282 0.2943631 0.3846208 0.3049695 0.2013694
#> 53 0.4672162 0.3890394 0.3841499 0.2993856 0.2978654 0.3315276 0.2932934
#> 54 0.2594808 0.4536872 0.3895051 0.4590206 0.4116077 0.4026391 0.3091814
#> 55 0.3249117 0.5005242 0.4924640 0.4341198 0.4364306 0.3103212 0.2918650
#> 56 0.5152982 0.3140438 0.3579937 0.4694325 0.3185100 0.2573470 0.4093297
#> 57 0.4932084 0.3683036 0.3363325 0.3586381 0.3363620 0.2706752 0.3489138
#> 58 0.2538415 0.4574863 0.2795266 0.3658775 0.3051982 0.4582334 0.3883139
#> 59 0.3600336 0.2146556 0.3011805 0.3412096 0.3703007 0.3766744 0.5715914
#> 60 0.2852013 0.2429811 0.3557546 0.3490584 0.3584259 0.4383749 0.4524658
#> 61 0.2295878 0.2844987 0.4032074 0.3885191 0.3273795 0.2951565 0.4442417
#> 62 0.3444018 0.4326001 0.3965072 0.4238204 0.3648495 0.2891481 0.2842632
#> 63 0.2615392 0.2484645 0.4455018 0.3548969 0.3897074 0.2785616 0.3243522
#> 64 0.4077333 0.4973750 0.4652880 0.3559081 0.5188597 0.3351072 0.2194311
#> 65 0.3832528 0.4976328 0.4520780 0.4825973 0.3414117 0.3011902 0.3292560
#> 66 0.3419245 0.3450755 0.5769245 0.3711564 0.3337271 0.2966226 0.3425783
#> 67 0.3580707 0.3048785 0.4646969 0.4105391 0.3258124 0.2588654 0.3714235
#> 68 0.4357802 0.2824079 0.3895637 0.3033914 0.4466769 0.2597055 0.4823749
#> 69 0.4399360 0.4171282 0.5033869 0.4002952 0.5525468 0.2344198 0.4563286
#> 70 0.3013327 0.2786129 0.3128677 0.3709146 0.2907070 0.4361115 0.3879130
#> 71 0.3330213 0.3297481 0.3353004 0.4689104 0.4160269 0.3008584 0.4108763
#> 72 0.2883093 0.2221806 0.3757621 0.2744264 0.3494938 0.3498620 0.3233593
#> 73 0.2731340 0.3729055 0.3487367 0.3296284 0.3160637 0.3846525 0.2511065
#> 74 0.3167226 0.4651429 0.4413861 0.5211461 0.3800392 0.3026323 0.3174800
#> 75 0.3646508 0.4254579 0.4425050 0.3394385 0.4441057 0.3526142 0.2854923
#> 76 0.3483069 0.2129684 0.3331791 0.3154542 0.7023681 0.3690239 0.3303091
#> 77 0.2451216 0.3887780 0.3760355 0.4541970 0.2763282 0.3747428 0.3481173
#> 78 0.3281913 0.3895627 0.5158626 0.3331879 0.3776660 0.3004048 0.2521533
#> 79 0.2468898 0.3538614 0.3488406 0.3798224 0.2781245 0.3396326 0.3516408
#> 80 0.3850638 0.4120607 0.3477755 0.2987925 0.3043910 0.4087442 0.3498076
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> 1 0.2750043 0.4870163 0.3761006 0.3273758 0.3058520 0.2734074 0.2687362
#> 2 0.2765532 0.4490019 0.5490054 0.1711052 0.2334352 0.3531114 0.3420969
#> 3 0.4790476 0.4383939 0.3847048 0.2580140 0.3499637 0.3525333 0.3788311
#> 4 0.3675018 0.3474347 0.3464313 0.2706858 0.3422366 0.2707675 0.3004964
#> 5 0.4397756 0.3182952 0.3484315 0.3743244 0.3432277 0.3344131 0.3669994
#> 6 0.3525107 0.3185011 0.2540733 0.3804716 0.4177429 0.3325034 0.4940630
#> 7 0.3503053 0.3691951 0.2824437 0.4611742 0.4328588 0.1932204 0.3762244
#> 8 1.0000000 0.2858558 0.2587757 0.4526705 0.3150409 0.3639937 0.3367988
#> 9 0.2858558 1.0000000 0.2933817 0.2998310 0.2592424 0.3594672 0.3113165
#> 10 0.2587757 0.2933817 1.0000000 0.2211652 0.2301598 0.3135716 0.2509917
#> 11 0.4526705 0.2998310 0.2211652 1.0000000 0.4384159 0.3563821 0.2572827
#> 12 0.3150409 0.2592424 0.2301598 0.4384159 1.0000000 0.3560446 0.4656986
#> 13 0.3639937 0.3594672 0.3135716 0.3563821 0.3560446 1.0000000 0.2730837
#> 14 0.3367988 0.3113165 0.2509917 0.2572827 0.4656986 0.2730837 1.0000000
#> 15 0.3547277 0.5752126 0.3040357 0.3461473 0.3337927 0.5166998 0.2084824
#> 16 0.3790543 0.3859819 0.2607468 0.3018422 0.2505249 0.3175187 0.3855941
#> 17 0.2491936 0.3670643 0.2244289 0.3044370 0.5251104 0.4657121 0.4205870
#> 18 0.3287339 0.4524471 0.2885253 0.2900186 0.3951638 0.2754965 0.3612426
#> 19 0.3336077 0.5390804 0.2592144 0.3040834 0.3410387 0.4095472 0.3373007
#> 20 0.3411607 0.4337262 0.2394745 0.3765979 0.4159087 0.2298505 0.5771742
#> 21 0.2501353 0.3477612 0.5109842 0.2295655 0.2723276 0.2392337 0.3711953
#> 22 0.3649928 0.3666528 0.2457899 0.3271081 0.4381906 0.4199577 0.4472536
#> 23 0.3415281 0.3470486 0.3929023 0.2372007 0.3411571 0.4243587 0.3489947
#> 24 0.4134814 0.3070821 0.2689724 0.3236924 0.3356049 0.1997701 0.5228338
#> 25 0.3439153 0.3491088 0.2179526 0.3027160 0.5744387 0.2842516 0.5335744
#> 26 0.2876369 0.3090522 0.2928000 0.4331555 0.5565260 0.2389824 0.4129889
#> 27 0.3545495 0.3058616 0.2469610 0.4055634 0.4117102 0.6743585 0.2642373
#> 28 0.4381019 0.3783499 0.1987408 0.3268818 0.3337951 0.3567287 0.2386238
#> 29 0.2030769 0.4661115 0.2722754 0.2686148 0.4028105 0.3100079 0.3733682
#> 30 0.2279363 0.2498358 0.3392622 0.3017956 0.4489537 0.2295746 0.4168350
#> 31 0.3138978 0.3661938 0.3112028 0.2733744 0.3806894 0.3534141 0.3929813
#> 32 0.2701329 0.2086902 0.4202060 0.2198626 0.3810602 0.2537170 0.3480627
#> 33 0.2152543 0.5029283 0.3881530 0.2137337 0.2879123 0.4346041 0.3344420
#> 34 0.3857255 0.3291988 0.2048814 0.3006861 0.4222444 0.3531283 0.4810259
#> 35 0.3710523 0.2311241 0.2794360 0.3082300 0.2816818 0.3704898 0.2605457
#> 36 0.3920433 0.3214821 0.3619496 0.3300336 0.4755691 0.3647367 0.3750402
#> 37 0.3609509 0.3549595 0.2635416 0.3613887 0.3654686 0.2611208 0.4446070
#> 38 0.2692657 0.3493704 0.2473145 0.4110496 0.5428335 0.3447705 0.3990902
#> 39 0.1987099 0.4020061 0.3071607 0.3320902 0.4269776 0.2502947 0.4829159
#> 40 0.3620935 0.4553879 0.2474935 0.2364626 0.3451339 0.3024777 0.4329644
#> 41 0.3103259 0.4114205 0.2625820 0.2581479 0.3573361 0.2809031 0.3485361
#> 42 0.5465844 0.3217226 0.3158601 0.4007304 0.2860210 0.4188391 0.2094695
#> 43 0.2710823 0.2528286 0.3747376 0.3190991 0.5114145 0.3513804 0.3955396
#> 44 0.2342366 0.4509026 0.3558463 0.2213087 0.3151313 0.2761506 0.3501185
#> 45 0.3169908 0.5636003 0.2169552 0.3828188 0.3940385 0.3211579 0.4034300
#> 46 0.4873589 0.2090877 0.2783585 0.4114204 0.4755727 0.2989396 0.4116786
#> 47 0.3333364 0.4559692 0.3991705 0.3278188 0.3171502 0.3167339 0.3355723
#> 48 0.3709416 0.3846113 0.3243019 0.3304312 0.2700505 0.3395414 0.2257956
#> 49 0.3342090 0.3502996 0.3518348 0.4576754 0.3634765 0.4800261 0.3280476
#> 50 0.3500430 0.3340808 0.4200086 0.3698891 0.3567311 0.3815397 0.2574894
#> 51 0.3146817 0.4381296 0.4057647 0.3072598 0.3443266 0.4589377 0.2396007
#> 52 0.3765217 0.4772003 0.3511348 0.2184235 0.1843649 0.4746906 0.2880541
#> 53 0.2969200 0.7143216 0.2965179 0.2594156 0.2812434 0.4241959 0.2694592
#> 54 0.3754757 0.2608728 0.5747278 0.2925707 0.3505120 0.3100964 0.3971212
#> 55 0.3586370 0.4065124 0.4132253 0.2027587 0.2361879 0.2938069 0.4084942
#> 56 0.2641906 0.3695312 0.3875974 0.2654699 0.3614789 0.2777330 0.2629674
#> 57 0.2498535 0.3893679 0.3336426 0.2530983 0.3384937 0.2934776 0.3771977
#> 58 0.2787677 0.3196072 0.4484249 0.3084507 0.3840161 0.3228158 0.5305106
#> 59 0.3782201 0.2313756 0.3314046 0.4329696 0.5122038 0.2132795 0.4135313
#> 60 0.3293498 0.2664941 0.2895530 0.3593310 0.6019584 0.3779232 0.4955700
#> 61 0.4485642 0.3173255 0.2838385 0.3875260 0.4021355 0.3270617 0.3742575
#> 62 0.3271230 0.4218690 0.4219237 0.2985938 0.3961921 0.6227597 0.3135890
#> 63 0.5247749 0.3588620 0.1849244 0.3294924 0.2916583 0.3109871 0.2719241
#> 64 0.3462983 0.4290646 0.3142011 0.2239950 0.2755648 0.4390882 0.3488497
#> 65 0.4652200 0.5378024 0.3785599 0.3298170 0.2404422 0.3468209 0.3035861
#> 66 0.4190272 0.3859946 0.3903732 0.3250544 0.4213027 0.3091103 0.4319412
#> 67 0.3688520 0.3435863 0.2444444 0.2787589 0.5144588 0.3307194 0.4307779
#> 68 0.3942838 0.4862293 0.2817302 0.3664272 0.3153106 0.2943150 0.3782385
#> 69 0.4545758 0.4181949 0.4082077 0.3380582 0.2970747 0.3364106 0.3986271
#> 70 0.4423440 0.3723904 0.1943294 0.2846278 0.3855854 0.2671844 0.4419160
#> 71 0.3083566 0.2536793 0.3403876 0.3537621 0.4618683 0.2961568 0.2741396
#> 72 0.4287241 0.4114957 0.1879594 0.3452739 0.3763600 0.2886198 0.4265551
#> 73 0.3492104 0.3745919 0.3953837 0.3812758 0.3156646 0.6097625 0.3555304
#> 74 0.3467358 0.3653490 0.4141692 0.2594532 0.4432135 0.3557090 0.3871961
#> 75 0.5454137 0.4738416 0.2808604 0.2996711 0.2618074 0.4539086 0.4285286
#> 76 0.4528034 0.2455538 0.2687892 0.4732042 0.4130005 0.3439493 0.3222205
#> 77 0.3471657 0.3467106 0.3069159 0.2512816 0.4182093 0.4412567 0.4756880
#> 78 0.3824597 0.3477558 0.2719551 0.2007839 0.4200129 0.3549175 0.4781852
#> 79 0.3496848 0.3197425 0.2829517 0.2888431 0.4797866 0.3553687 0.5754379
#> 80 0.2504302 0.4412398 0.2634346 0.2015893 0.3863657 0.2875203 0.4379277
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> 1 0.4851066 0.4200826 0.2485470 0.5345097 0.3065134 0.3574354 0.4534775
#> 2 0.3442834 0.3333691 0.3288338 0.3334340 0.3413866 0.2791744 0.4511108
#> 3 0.4100071 0.3436764 0.2800283 0.3557660 0.4215283 0.3362129 0.4127432
#> 4 0.3548266 0.2923610 0.2876441 0.3483490 0.4142693 0.2957999 0.3784265
#> 5 0.3258185 0.5875806 0.2781249 0.3992518 0.3658070 0.3009871 0.4152054
#> 6 0.2354628 0.3788916 0.3722941 0.3915064 0.2948220 0.3753574 0.2996385
#> 7 0.3144501 0.2494334 0.2879175 0.3300126 0.3423182 0.5341977 0.4130033
#> 8 0.3547277 0.3790543 0.2491936 0.3287339 0.3336077 0.3411607 0.2501353
#> 9 0.5752126 0.3859819 0.3670643 0.4524471 0.5390804 0.4337262 0.3477612
#> 10 0.3040357 0.2607468 0.2244289 0.2885253 0.2592144 0.2394745 0.5109842
#> 11 0.3461473 0.3018422 0.3044370 0.2900186 0.3040834 0.3765979 0.2295655
#> 12 0.3337927 0.2505249 0.5251104 0.3951638 0.3410387 0.4159087 0.2723276
#> 13 0.5166998 0.3175187 0.4657121 0.2754965 0.4095472 0.2298505 0.2392337
#> 14 0.2084824 0.3855941 0.4205870 0.3612426 0.3373007 0.5771742 0.3711953
#> 15 1.0000000 0.3449792 0.3485819 0.4393380 0.4748389 0.2971618 0.3153611
#> 16 0.3449792 1.0000000 0.3403404 0.5145586 0.2422343 0.3151831 0.4776944
#> 17 0.3485819 0.3403404 1.0000000 0.4758122 0.3866636 0.3667206 0.2693196
#> 18 0.4393380 0.5145586 0.4758122 1.0000000 0.3103269 0.3636810 0.4610537
#> 19 0.4748389 0.2422343 0.3866636 0.3103269 1.0000000 0.4092746 0.2069468
#> 20 0.2971618 0.3151831 0.3667206 0.3636810 0.4092746 1.0000000 0.3122454
#> 21 0.3153611 0.4776944 0.2693196 0.4610537 0.2069468 0.3122454 1.0000000
#> 22 0.3705875 0.4218706 0.3581760 0.3539873 0.2776433 0.3302128 0.3660310
#> 23 0.3997731 0.3175013 0.4173536 0.3647469 0.3715391 0.2792459 0.4216980
#> 24 0.2528473 0.4723504 0.2789479 0.3581057 0.3023766 0.4706237 0.3893873
#> 25 0.3315577 0.2898402 0.4581133 0.4571165 0.3304364 0.4323837 0.3527409
#> 26 0.2541739 0.2403246 0.4506005 0.3530596 0.3260513 0.4679487 0.2955141
#> 27 0.3870534 0.2848517 0.4659705 0.2751735 0.3735026 0.1931065 0.2224653
#> 28 0.4787840 0.3510647 0.3049222 0.3392938 0.3344934 0.2393837 0.2750079
#> 29 0.3671366 0.3222769 0.5677834 0.4272584 0.4094433 0.3725582 0.3131278
#> 30 0.2198572 0.2929143 0.4304455 0.3880472 0.2705224 0.3749129 0.4166394
#> 31 0.4038888 0.3645794 0.3367357 0.3344010 0.3374191 0.2827311 0.4053948
#> 32 0.2476497 0.2778984 0.2830629 0.2776334 0.2379457 0.2879608 0.4220838
#> 33 0.4163742 0.3172022 0.4159633 0.3399202 0.4060832 0.3510685 0.4132783
#> 34 0.3258804 0.2918160 0.4822507 0.3673414 0.5147230 0.4254015 0.2080358
#> 35 0.2906945 0.3905620 0.2476750 0.2744116 0.2511290 0.2529080 0.2599804
#> 36 0.3798616 0.2816067 0.4208929 0.3595005 0.4639146 0.3032452 0.2782331
#> 37 0.2970779 0.3993802 0.3230883 0.3672012 0.4169945 0.4365502 0.3268933
#> 38 0.3527640 0.3073898 0.4705310 0.4759044 0.3503438 0.3689366 0.3499704
#> 39 0.2403270 0.3851885 0.4777406 0.4594940 0.2521232 0.4426525 0.4731039
#> 40 0.3855005 0.5120714 0.2867291 0.3421938 0.3292930 0.3560956 0.4012581
#> 41 0.3699024 0.3042089 0.3330595 0.4030901 0.3574680 0.3502663 0.3941587
#> 42 0.5049818 0.3655695 0.2483059 0.3903940 0.3319030 0.2396401 0.3020210
#> 43 0.3365730 0.3271769 0.4188533 0.3509041 0.3204964 0.4045237 0.4891252
#> 44 0.2943204 0.3281978 0.3318279 0.3516253 0.2412213 0.3350317 0.4237297
#> 45 0.3740586 0.2672608 0.5409952 0.4687256 0.4403725 0.6194156 0.2596163
#> 46 0.2115799 0.4271239 0.3129168 0.3977909 0.2424431 0.3036035 0.3698977
#> 47 0.3681037 0.3588721 0.3327803 0.4577882 0.3381907 0.3903714 0.5042518
#> 48 0.3300815 0.2831078 0.2968471 0.3608065 0.3340684 0.2806847 0.2718942
#> 49 0.3060998 0.5189568 0.3775198 0.3982385 0.2810629 0.2442009 0.3747711
#> 50 0.3975175 0.2578477 0.3280088 0.3641305 0.3643432 0.2721824 0.3370499
#> 51 0.5392109 0.2750699 0.3679718 0.4036116 0.5482488 0.3051670 0.3173560
#> 52 0.4181135 0.4848611 0.3122838 0.3076780 0.3032820 0.2329955 0.3862903
#> 53 0.6004795 0.3585451 0.3543666 0.4494648 0.4614587 0.3114285 0.3144468
#> 54 0.2664112 0.3498936 0.3534891 0.3751675 0.3101436 0.3180542 0.4718137
#> 55 0.3073636 0.4578430 0.2901483 0.4278287 0.3542430 0.2930571 0.5471652
#> 56 0.4494680 0.3311646 0.3134473 0.4872156 0.3391981 0.4122029 0.5199098
#> 57 0.3854282 0.3878060 0.4052889 0.5140145 0.4398095 0.4301573 0.4463398
#> 58 0.2498020 0.3169178 0.4190269 0.3401523 0.3316014 0.4358244 0.3980855
#> 59 0.2516886 0.2520230 0.2691281 0.3703771 0.2599801 0.4841052 0.3830965
#> 60 0.3545577 0.2455130 0.3836570 0.3484632 0.4694314 0.3638453 0.3358504
#> 61 0.3350087 0.2228731 0.3873602 0.2799995 0.5579322 0.4118496 0.2543309
#> 62 0.5172561 0.2907921 0.4192639 0.3287459 0.4820055 0.2500395 0.3356387
#> 63 0.4165001 0.3597506 0.2087191 0.2286423 0.3542606 0.2960843 0.2374454
#> 64 0.3470016 0.4925032 0.3822908 0.4136739 0.2974316 0.2538942 0.3804361
#> 65 0.4392682 0.3894306 0.3460664 0.4877506 0.3990426 0.3012567 0.3680099
#> 66 0.3585119 0.2558314 0.3053957 0.2945510 0.4596234 0.4249891 0.3065134
#> 67 0.3845503 0.3105449 0.4220511 0.4908045 0.3745454 0.4186983 0.3657809
#> 68 0.4623849 0.4787601 0.3461726 0.4026795 0.3801394 0.5181320 0.4180229
#> 69 0.3907342 0.3634809 0.3288174 0.3392265 0.5511012 0.4363016 0.3534144
#> 70 0.3772504 0.3024780 0.3632517 0.4686369 0.3748901 0.4415578 0.2588642
#> 71 0.3141834 0.2574652 0.2703819 0.2752544 0.2848079 0.2558840 0.3918571
#> 72 0.3664405 0.3234013 0.3441494 0.3663063 0.5132632 0.4326607 0.2335969
#> 73 0.3884563 0.2917045 0.4135829 0.2767171 0.4198837 0.3205446 0.2827035
#> 74 0.3387229 0.2773910 0.3614125 0.3680301 0.4329389 0.3836444 0.3767921
#> 75 0.3990380 0.4346874 0.2505120 0.3349617 0.4308092 0.3847783 0.3070575
#> 76 0.2703536 0.4923921 0.3317397 0.3472160 0.2903786 0.2923707 0.3222873
#> 77 0.3729784 0.2122093 0.3653244 0.2440660 0.5516649 0.3869730 0.2603192
#> 78 0.3332513 0.3588543 0.3714289 0.3727737 0.4530559 0.3473398 0.3192480
#> 79 0.2995458 0.2500879 0.4746592 0.2887646 0.5200739 0.6320635 0.2442453
#> 80 0.3416979 0.3960871 0.4239380 0.5252773 0.2718249 0.3581710 0.4946173
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> 1 0.3581201 0.2792014 0.3348138 0.3256902 0.3093812 0.2075213 0.3161986
#> 2 0.3103791 0.4267202 0.2936354 0.2291858 0.2520118 0.2550561 0.2289809
#> 3 0.3949062 0.4682162 0.4149231 0.3784471 0.3286348 0.3000573 0.4581739
#> 4 0.2204112 0.3723084 0.3834077 0.2429648 0.3870851 0.2838848 0.2842502
#> 5 0.4439137 0.3018389 0.4198540 0.3372422 0.2823129 0.3269461 0.3612641
#> 6 0.3928719 0.2959549 0.3406213 0.5068376 0.4340981 0.4022744 0.2935733
#> 7 0.3182442 0.3088308 0.3986327 0.4757862 0.4564681 0.2376946 0.2957635
#> 8 0.3649928 0.3415281 0.4134814 0.3439153 0.2876369 0.3545495 0.4381019
#> 9 0.3666528 0.3470486 0.3070821 0.3491088 0.3090522 0.3058616 0.3783499
#> 10 0.2457899 0.3929023 0.2689724 0.2179526 0.2928000 0.2469610 0.1987408
#> 11 0.3271081 0.2372007 0.3236924 0.3027160 0.4331555 0.4055634 0.3268818
#> 12 0.4381906 0.3411571 0.3356049 0.5744387 0.5565260 0.4117102 0.3337951
#> 13 0.4199577 0.4243587 0.1997701 0.2842516 0.2389824 0.6743585 0.3567287
#> 14 0.4472536 0.3489947 0.5228338 0.5335744 0.4129889 0.2642373 0.2386238
#> 15 0.3705875 0.3997731 0.2528473 0.3315577 0.2541739 0.3870534 0.4787840
#> 16 0.4218706 0.3175013 0.4723504 0.2898402 0.2403246 0.2848517 0.3510647
#> 17 0.3581760 0.4173536 0.2789479 0.4581133 0.4506005 0.4659705 0.3049222
#> 18 0.3539873 0.3647469 0.3581057 0.4571165 0.3530596 0.2751735 0.3392938
#> 19 0.2776433 0.3715391 0.3023766 0.3304364 0.3260513 0.3735026 0.3344934
#> 20 0.3302128 0.2792459 0.4706237 0.4323837 0.4679487 0.1931065 0.2393837
#> 21 0.3660310 0.4216980 0.3893873 0.3527409 0.2955141 0.2224653 0.2750079
#> 22 1.0000000 0.3674772 0.2725533 0.5022601 0.3105779 0.4171025 0.4182674
#> 23 0.3674772 1.0000000 0.2793302 0.3522259 0.3369532 0.4452951 0.4029123
#> 24 0.2725533 0.2793302 1.0000000 0.3113950 0.3783880 0.2388336 0.3638735
#> 25 0.5022601 0.3522259 0.3113950 1.0000000 0.4214871 0.2906938 0.3256199
#> 26 0.3105779 0.3369532 0.3783880 0.4214871 1.0000000 0.3420631 0.3429990
#> 27 0.4171025 0.4452951 0.2388336 0.2906938 0.3420631 1.0000000 0.5289898
#> 28 0.4182674 0.4029123 0.3638735 0.3256199 0.3429990 0.5289898 1.0000000
#> 29 0.3040316 0.3715839 0.3064064 0.3737085 0.5259423 0.3816278 0.3813136
#> 30 0.3054804 0.3372541 0.3542458 0.3755269 0.4909948 0.3110704 0.2789934
#> 31 0.5212055 0.4359994 0.4001493 0.3885602 0.3117139 0.4123179 0.4574289
#> 32 0.3509186 0.3951297 0.2994158 0.3195627 0.3556266 0.2203152 0.2212222
#> 33 0.3299501 0.4226293 0.2230012 0.3523353 0.3226138 0.2892628 0.2340962
#> 34 0.2796122 0.3504716 0.4117602 0.3536745 0.3955711 0.3346636 0.2996522
#> 35 0.2494950 0.3003352 0.3492169 0.2050357 0.2526589 0.3441454 0.3430283
#> 36 0.3987909 0.5148929 0.3326474 0.4197912 0.4497985 0.4091249 0.4064160
#> 37 0.3395535 0.2613008 0.6083925 0.3514507 0.3070585 0.3310051 0.3287595
#> 38 0.3638968 0.3264228 0.4168917 0.4087664 0.4497466 0.4348230 0.3893090
#> 39 0.3632679 0.3539354 0.3596011 0.4915513 0.4544135 0.2931627 0.2375715
#> 40 0.5339769 0.3572292 0.3880488 0.4390696 0.2489324 0.2691799 0.3718920
#> 41 0.3498166 0.3870287 0.2980142 0.3475854 0.3345913 0.3347476 0.3741552
#> 42 0.3204411 0.4453520 0.2866363 0.2999520 0.2483922 0.3946521 0.4894858
#> 43 0.4652340 0.3632296 0.3011099 0.4068811 0.4753631 0.3080482 0.2765295
#> 44 0.4164485 0.3975779 0.3261653 0.3629530 0.4208975 0.3215181 0.3590843
#> 45 0.3105172 0.3266283 0.2948451 0.4076069 0.4898899 0.3121573 0.2810018
#> 46 0.3973817 0.3376586 0.3815091 0.4636767 0.3511409 0.3652492 0.3277383
#> 47 0.3025291 0.3790030 0.4211993 0.3476862 0.3400197 0.2743072 0.3377150
#> 48 0.2890847 0.2791664 0.2793731 0.2475087 0.3128937 0.3622820 0.2919103
#> 49 0.4027257 0.4109900 0.2997018 0.3054479 0.2827448 0.5160007 0.3029733
#> 50 0.2426804 0.4458984 0.2327983 0.2757069 0.3228888 0.3328261 0.2416961
#> 51 0.2564584 0.3332850 0.2179789 0.2754242 0.3110957 0.3483804 0.2801105
#> 52 0.4167128 0.4907579 0.3169420 0.2594821 0.1975883 0.3933241 0.3935415
#> 53 0.3784079 0.4160390 0.2735226 0.3420909 0.2676212 0.4200281 0.4681018
#> 54 0.2963284 0.4419261 0.3581580 0.2921037 0.4470219 0.3604214 0.2613139
#> 55 0.2829013 0.5031125 0.4028307 0.2701038 0.2573047 0.3098976 0.3087474
#> 56 0.2286827 0.4072357 0.3276276 0.3052758 0.3408748 0.2388949 0.2955925
#> 57 0.2674491 0.3457873 0.3803497 0.3554611 0.3208510 0.2032259 0.2500468
#> 58 0.2686944 0.3518770 0.3512455 0.3596572 0.4011426 0.2854726 0.1679753
#> 59 0.3256415 0.2490276 0.4410774 0.4328769 0.5081958 0.2794504 0.3107713
#> 60 0.3163608 0.4492048 0.3222655 0.5636857 0.3934466 0.3746808 0.3040921
#> 61 0.2363154 0.4589288 0.4153979 0.3356823 0.3958871 0.3994453 0.3998527
#> 62 0.4186944 0.5883832 0.2507140 0.3122780 0.2964519 0.5883747 0.3468788
#> 63 0.3093275 0.3354022 0.3945080 0.2674688 0.1975838 0.3315681 0.4565838
#> 64 0.5050627 0.3893829 0.3220764 0.2827977 0.2652428 0.4004479 0.3989616
#> 65 0.2718008 0.4616871 0.3324331 0.2496679 0.3198445 0.3560889 0.3549314
#> 66 0.3666429 0.4783830 0.3812745 0.3919096 0.5128294 0.2931169 0.3622292
#> 67 0.3597255 0.4308364 0.3807951 0.4290175 0.3694887 0.2927026 0.4025479
#> 68 0.3380014 0.3086856 0.4520128 0.4247997 0.2644334 0.2199281 0.3017660
#> 69 0.3378707 0.3984366 0.3920593 0.3226214 0.3110343 0.2852183 0.3154055
#> 70 0.3496240 0.2918169 0.3537129 0.5448956 0.3423513 0.2722996 0.3045749
#> 71 0.3611324 0.3112872 0.2591274 0.3475734 0.3325249 0.3406283 0.2746345
#> 72 0.3104291 0.2803459 0.4143166 0.3904212 0.3605455 0.3355377 0.4585230
#> 73 0.3823179 0.4883088 0.2607645 0.2648575 0.3722956 0.5551345 0.2936605
#> 74 0.3185165 0.3151613 0.3492038 0.3487133 0.3939715 0.2993447 0.2670258
#> 75 0.4570296 0.3153079 0.3506019 0.3155408 0.1932629 0.3371723 0.3362523
#> 76 0.3124409 0.2642507 0.4378021 0.3265541 0.3048059 0.3803040 0.3389762
#> 77 0.3668025 0.4792904 0.2785196 0.4303697 0.3777574 0.3568647 0.2609399
#> 78 0.4082499 0.3516760 0.4258221 0.4294999 0.2752171 0.2931512 0.3234867
#> 79 0.2874423 0.3785782 0.4132552 0.3784767 0.4066105 0.2708952 0.2433142
#> 80 0.4522321 0.3589108 0.3219633 0.6053375 0.2975804 0.2587647 0.2596074
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> 1 0.2835278 0.2589320 0.3895873 0.2614501 0.3437096 0.2801578 0.3401514
#> 2 0.3739049 0.3045743 0.4126581 0.4199435 0.4799834 0.2742985 0.2115392
#> 3 0.3630553 0.2664551 0.5224500 0.3087489 0.3510574 0.3079293 0.2770145
#> 4 0.2813391 0.3353604 0.2855196 0.4232703 0.3358226 0.3426379 0.2729162
#> 5 0.2473654 0.3421055 0.4318145 0.2936873 0.2352558 0.2834070 0.4166964
#> 6 0.4168634 0.3790517 0.3081630 0.2618154 0.3569455 0.3083528 0.3794521
#> 7 0.2908320 0.4287526 0.3241047 0.3658853 0.2438402 0.2847625 0.2042693
#> 8 0.2030769 0.2279363 0.3138978 0.2701329 0.2152543 0.3857255 0.3710523
#> 9 0.4661115 0.2498358 0.3661938 0.2086902 0.5029283 0.3291988 0.2311241
#> 10 0.2722754 0.3392622 0.3112028 0.4202060 0.3881530 0.2048814 0.2794360
#> 11 0.2686148 0.3017956 0.2733744 0.2198626 0.2137337 0.3006861 0.3082300
#> 12 0.4028105 0.4489537 0.3806894 0.3810602 0.2879123 0.4222444 0.2816818
#> 13 0.3100079 0.2295746 0.3534141 0.2537170 0.4346041 0.3531283 0.3704898
#> 14 0.3733682 0.4168350 0.3929813 0.3480627 0.3344420 0.4810259 0.2605457
#> 15 0.3671366 0.2198572 0.4038888 0.2476497 0.4163742 0.3258804 0.2906945
#> 16 0.3222769 0.2929143 0.3645794 0.2778984 0.3172022 0.2918160 0.3905620
#> 17 0.5677834 0.4304455 0.3367357 0.2830629 0.4159633 0.4822507 0.2476750
#> 18 0.4272584 0.3880472 0.3344010 0.2776334 0.3399202 0.3673414 0.2744116
#> 19 0.4094433 0.2705224 0.3374191 0.2379457 0.4060832 0.5147230 0.2511290
#> 20 0.3725582 0.3749129 0.2827311 0.2879608 0.3510685 0.4254015 0.2529080
#> 21 0.3131278 0.4166394 0.4053948 0.4220838 0.4132783 0.2080358 0.2599804
#> 22 0.3040316 0.3054804 0.5212055 0.3509186 0.3299501 0.2796122 0.2494950
#> 23 0.3715839 0.3372541 0.4359994 0.3951297 0.4226293 0.3504716 0.3003352
#> 24 0.3064064 0.3542458 0.4001493 0.2994158 0.2230012 0.4117602 0.3492169
#> 25 0.3737085 0.3755269 0.3885602 0.3195627 0.3523353 0.3536745 0.2050357
#> 26 0.5259423 0.4909948 0.3117139 0.3556266 0.3226138 0.3955711 0.2526589
#> 27 0.3816278 0.3110704 0.4123179 0.2203152 0.2892628 0.3346636 0.3441454
#> 28 0.3813136 0.2789934 0.4574289 0.2212222 0.2340962 0.2996522 0.3430283
#> 29 1.0000000 0.4036573 0.3847802 0.2494874 0.5132606 0.3564475 0.2288183
#> 30 0.4036573 1.0000000 0.3232070 0.4688735 0.2578198 0.3130984 0.2032829
#> 31 0.3847802 0.3232070 1.0000000 0.3362636 0.3505253 0.3309995 0.3292205
#> 32 0.2494874 0.4688735 0.3362636 1.0000000 0.3469823 0.2514340 0.2363010
#> 33 0.5132606 0.2578198 0.3505253 0.3469823 1.0000000 0.3643811 0.2939243
#> 34 0.3564475 0.3130984 0.3309995 0.2514340 0.3643811 1.0000000 0.3508892
#> 35 0.2288183 0.2032829 0.3292205 0.2363010 0.2939243 0.3508892 1.0000000
#> 36 0.3594668 0.3620907 0.4679664 0.3858238 0.3647576 0.5787657 0.3247989
#> 37 0.3504529 0.3522258 0.4261989 0.2188688 0.2485766 0.3115184 0.2671296
#> 38 0.5444645 0.4135218 0.4068422 0.2637547 0.3812201 0.3771349 0.2986763
#> 39 0.5570833 0.5791597 0.3656058 0.3347361 0.4159791 0.3058063 0.2121912
#> 40 0.3307131 0.2702176 0.4641421 0.3546864 0.4452340 0.2763146 0.3058565
#> 41 0.4112183 0.3564102 0.3682309 0.3562886 0.3879349 0.2610002 0.2065996
#> 42 0.2132659 0.2954557 0.3339024 0.2944607 0.2493821 0.2974057 0.3935911
#> 43 0.3741562 0.4949179 0.3834381 0.5907233 0.4419239 0.3021538 0.2708477
#> 44 0.4906584 0.3033887 0.4944348 0.3201395 0.5128399 0.2236016 0.3134207
#> 45 0.5462050 0.3610991 0.2702185 0.1950014 0.3966318 0.4514619 0.1823653
#> 46 0.2244496 0.3826027 0.3154313 0.3256842 0.2331893 0.2844300 0.3711366
#> 47 0.3260878 0.3664238 0.3452641 0.2957547 0.3181948 0.3098124 0.2955350
#> 48 0.2821603 0.3733638 0.3087770 0.2825659 0.2812444 0.2728230 0.2242409
#> 49 0.3034436 0.3069140 0.4075031 0.2409944 0.3098015 0.2655810 0.4400732
#> 50 0.2431754 0.3391844 0.2686892 0.3318066 0.3482618 0.4506083 0.3047285
#> 51 0.3297371 0.3102023 0.2768780 0.3315322 0.5039484 0.3950367 0.3049887
#> 52 0.2971834 0.2191536 0.4976057 0.2732929 0.4259832 0.2675463 0.3400478
#> 53 0.4860331 0.2614360 0.4468382 0.2251999 0.5074347 0.3605801 0.3153244
#> 54 0.4029050 0.4653909 0.3709062 0.4148948 0.3721632 0.3430410 0.3208057
#> 55 0.3533392 0.3210404 0.4620016 0.2710706 0.3984978 0.3705311 0.3124336
#> 56 0.3261526 0.3061277 0.3053303 0.3638103 0.4632876 0.3141195 0.3798182
#> 57 0.3792790 0.3572015 0.3205067 0.4246851 0.5445622 0.5040884 0.3255925
#> 58 0.4335799 0.4539036 0.3276841 0.3813594 0.4821559 0.4628290 0.2835612
#> 59 0.2868368 0.4694057 0.3273365 0.3391773 0.2176101 0.2835593 0.2578858
#> 60 0.3439059 0.4281656 0.3686414 0.3813928 0.3409865 0.4524116 0.3089961
#> 61 0.3227811 0.3613076 0.2922557 0.2611828 0.2543086 0.4910329 0.3108002
#> 62 0.2963334 0.2978458 0.4612238 0.3745096 0.4356327 0.4156244 0.3203258
#> 63 0.2439499 0.1732389 0.4502639 0.2034916 0.2422717 0.3178934 0.4212406
#> 64 0.2907610 0.2635860 0.4983405 0.2685820 0.3419287 0.3300863 0.3516356
#> 65 0.3527771 0.2884494 0.3658432 0.2437960 0.3705921 0.4467860 0.3049140
#> 66 0.3357847 0.2731096 0.3940963 0.3529879 0.3804666 0.4809382 0.2690134
#> 67 0.3029153 0.4158083 0.2859252 0.3829690 0.2666835 0.3880632 0.2281179
#> 68 0.2618750 0.3252181 0.3453714 0.2728189 0.2904127 0.3835687 0.2885486
#> 69 0.2800142 0.3132971 0.4018979 0.3245618 0.3020612 0.4468094 0.2926323
#> 70 0.3032001 0.3391792 0.3792191 0.3154899 0.3535614 0.4733427 0.2643505
#> 71 0.2575068 0.4213691 0.4465842 0.4174640 0.3356855 0.2338570 0.2611282
#> 72 0.4410191 0.3139218 0.3278665 0.1838653 0.2994671 0.5844424 0.2917994
#> 73 0.3300169 0.2699186 0.3937157 0.2513825 0.4366995 0.4341581 0.3570675
#> 74 0.2866909 0.4079459 0.3229058 0.3629481 0.3852412 0.4136673 0.2441733
#> 75 0.2354002 0.2369017 0.4251526 0.2698212 0.3595056 0.3817209 0.3266622
#> 76 0.2179672 0.3717775 0.3708035 0.2542246 0.2029372 0.3342598 0.4695845
#> 77 0.2981240 0.3006528 0.3857952 0.4416900 0.4900344 0.5345688 0.2916487
#> 78 0.3349731 0.2741053 0.4329360 0.3552513 0.4355037 0.5390563 0.3144659
#> 79 0.3626652 0.3294215 0.3076474 0.3805669 0.4363730 0.6429077 0.3459203
#> 80 0.3995495 0.3368533 0.4985803 0.3400234 0.5303602 0.3434283 0.2249390
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> 1 0.3549485 0.3199249 0.3125737 0.3230040 0.3868090 0.2503285 0.4189935
#> 2 0.3237297 0.2564479 0.2574345 0.3277950 0.3454133 0.4101220 0.2287393
#> 3 0.4275020 0.4067898 0.3197089 0.2807764 0.4727912 0.3233227 0.3907728
#> 4 0.3401615 0.3178111 0.2953690 0.2412914 0.3316915 0.5006845 0.3331848
#> 5 0.3872138 0.4964226 0.2702743 0.2977773 0.4449351 0.2739518 0.4493660
#> 6 0.3094320 0.3591675 0.4574161 0.5035149 0.3561019 0.3747917 0.2933662
#> 7 0.3190278 0.3563922 0.3146936 0.4319530 0.3160146 0.3812386 0.3237802
#> 8 0.3920433 0.3609509 0.2692657 0.1987099 0.3620935 0.3103259 0.5465844
#> 9 0.3214821 0.3549595 0.3493704 0.4020061 0.4553879 0.4114205 0.3217226
#> 10 0.3619496 0.2635416 0.2473145 0.3071607 0.2474935 0.2625820 0.3158601
#> 11 0.3300336 0.3613887 0.4110496 0.3320902 0.2364626 0.2581479 0.4007304
#> 12 0.4755691 0.3654686 0.5428335 0.4269776 0.3451339 0.3573361 0.2860210
#> 13 0.3647367 0.2611208 0.3447705 0.2502947 0.3024777 0.2809031 0.4188391
#> 14 0.3750402 0.4446070 0.3990902 0.4829159 0.4329644 0.3485361 0.2094695
#> 15 0.3798616 0.2970779 0.3527640 0.2403270 0.3855005 0.3699024 0.5049818
#> 16 0.2816067 0.3993802 0.3073898 0.3851885 0.5120714 0.3042089 0.3655695
#> 17 0.4208929 0.3230883 0.4705310 0.4777406 0.2867291 0.3330595 0.2483059
#> 18 0.3595005 0.3672012 0.4759044 0.4594940 0.3421938 0.4030901 0.3903940
#> 19 0.4639146 0.4169945 0.3503438 0.2521232 0.3292930 0.3574680 0.3319030
#> 20 0.3032452 0.4365502 0.3689366 0.4426525 0.3560956 0.3502663 0.2396401
#> 21 0.2782331 0.3268933 0.3499704 0.4731039 0.4012581 0.3941587 0.3020210
#> 22 0.3987909 0.3395535 0.3638968 0.3632679 0.5339769 0.3498166 0.3204411
#> 23 0.5148929 0.2613008 0.3264228 0.3539354 0.3572292 0.3870287 0.4453520
#> 24 0.3326474 0.6083925 0.4168917 0.3596011 0.3880488 0.2980142 0.2866363
#> 25 0.4197912 0.3514507 0.4087664 0.4915513 0.4390696 0.3475854 0.2999520
#> 26 0.4497985 0.3070585 0.4497466 0.4544135 0.2489324 0.3345913 0.2483922
#> 27 0.4091249 0.3310051 0.4348230 0.2931627 0.2691799 0.3347476 0.3946521
#> 28 0.4064160 0.3287595 0.3893090 0.2375715 0.3718920 0.3741552 0.4894858
#> 29 0.3594668 0.3504529 0.5444645 0.5570833 0.3307131 0.4112183 0.2132659
#> 30 0.3620907 0.3522258 0.4135218 0.5791597 0.2702176 0.3564102 0.2954557
#> 31 0.4679664 0.4261989 0.4068422 0.3656058 0.4641421 0.3682309 0.3339024
#> 32 0.3858238 0.2188688 0.2637547 0.3347361 0.3546864 0.3562886 0.2944607
#> 33 0.3647576 0.2485766 0.3812201 0.4159791 0.4452340 0.3879349 0.2493821
#> 34 0.5787657 0.3115184 0.3771349 0.3058063 0.2763146 0.2610002 0.2974057
#> 35 0.3247989 0.2671296 0.2986763 0.2121912 0.3058565 0.2065996 0.3935911
#> 36 1.0000000 0.2912359 0.3226933 0.3119966 0.3123851 0.2873793 0.3583131
#> 37 0.2912359 1.0000000 0.4902505 0.3630118 0.4593245 0.3382940 0.2900127
#> 38 0.3226933 0.4902505 1.0000000 0.4743028 0.3606368 0.4298390 0.2869450
#> 39 0.3119966 0.3630118 0.4743028 1.0000000 0.3569103 0.3513707 0.2340636
#> 40 0.3123851 0.4593245 0.3606368 0.3569103 1.0000000 0.4263992 0.3535999
#> 41 0.2873793 0.3382940 0.4298390 0.3513707 0.4263992 1.0000000 0.2807546
#> 42 0.3583131 0.2900127 0.2869450 0.2340636 0.3535999 0.2807546 1.0000000
#> 43 0.3778106 0.3340435 0.4524885 0.3650935 0.3715601 0.4387501 0.2785636
#> 44 0.3194373 0.3435734 0.4013216 0.4872773 0.5089245 0.4820722 0.2319904
#> 45 0.3180046 0.3450646 0.4289826 0.5192531 0.2695407 0.4100353 0.2447597
#> 46 0.3861389 0.4526097 0.3707132 0.3683943 0.4008103 0.3059964 0.4025763
#> 47 0.3586634 0.3584998 0.3394477 0.4421756 0.2930485 0.3640517 0.3093125
#> 48 0.2693616 0.3353558 0.3294030 0.2985765 0.2605313 0.4229579 0.3558960
#> 49 0.3321022 0.3986267 0.3872632 0.4515316 0.3799924 0.2595588 0.4421096
#> 50 0.5643376 0.2033943 0.2375754 0.3050743 0.2363660 0.2623668 0.4278672
#> 51 0.4349498 0.2731219 0.2985043 0.2384185 0.2810877 0.4197883 0.3609387
#> 52 0.3127429 0.3300247 0.2517328 0.2858380 0.4545032 0.2761155 0.4046746
#> 53 0.3515390 0.3426521 0.4348081 0.3851745 0.5140238 0.4360659 0.4176478
#> 54 0.3879307 0.4035580 0.3426434 0.3843985 0.2909903 0.4309564 0.3211920
#> 55 0.3575533 0.4225446 0.3109102 0.3737540 0.4149036 0.4076587 0.3399596
#> 56 0.3272618 0.2869399 0.3602078 0.3207568 0.3106050 0.3575881 0.3911179
#> 57 0.4274731 0.2994134 0.3777490 0.3741311 0.3246910 0.3022813 0.3338107
#> 58 0.3504429 0.3470389 0.3440134 0.5799826 0.2935740 0.3426344 0.2422060
#> 59 0.3403980 0.4573308 0.4381616 0.3886915 0.2911951 0.4475721 0.2990348
#> 60 0.4926622 0.3267025 0.4275169 0.3709053 0.3075878 0.3268062 0.3908132
#> 61 0.4421693 0.4176122 0.3733502 0.2476982 0.2612735 0.3345161 0.3815017
#> 62 0.5422215 0.2918396 0.3141693 0.2816645 0.3359307 0.3581321 0.4500111
#> 63 0.3198411 0.3870529 0.2496298 0.2080513 0.4647510 0.3010932 0.4071767
#> 64 0.4219577 0.2959141 0.2528579 0.2798576 0.3686587 0.3344723 0.3014627
#> 65 0.4088059 0.2975079 0.3055592 0.3050576 0.2994592 0.3674464 0.4438742
#> 66 0.7059201 0.2898436 0.2944699 0.2875144 0.3200700 0.2837434 0.3225882
#> 67 0.4112483 0.3260071 0.3963011 0.2843514 0.3141472 0.3475153 0.3485994
#> 68 0.3521521 0.4051028 0.2631704 0.3831720 0.3888177 0.2570401 0.3606930
#> 69 0.5035501 0.4294021 0.2219576 0.2673746 0.3264574 0.3048680 0.3711988
#> 70 0.3483244 0.3822904 0.3600574 0.3239059 0.4296487 0.3867746 0.3862366
#> 71 0.3820250 0.3652872 0.3553970 0.3145297 0.4403235 0.4388909 0.3040001
#> 72 0.4657338 0.4248555 0.4252559 0.3437882 0.3788339 0.3609866 0.2993082
#> 73 0.4354027 0.2863410 0.3322271 0.2866447 0.2364583 0.2507335 0.3713988
#> 74 0.4421362 0.3700810 0.3366231 0.2741951 0.3124812 0.3575144 0.2555340
#> 75 0.3252462 0.4032730 0.2919628 0.2511780 0.4769816 0.3540418 0.4037702
#> 76 0.3743630 0.4801122 0.3180947 0.3218313 0.3413963 0.2156961 0.4150178
#> 77 0.5200147 0.2525690 0.2993318 0.2600393 0.3564849 0.3452811 0.3038418
#> 78 0.5776926 0.3919466 0.3714082 0.2904615 0.4854646 0.2816318 0.2433920
#> 79 0.4769450 0.3656061 0.3561285 0.3120465 0.3094559 0.3211065 0.2320465
#> 80 0.3504396 0.3160065 0.3866644 0.5876130 0.4932012 0.4271687 0.2437331
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> 1 0.3276731 0.3482459 0.2886791 0.2931715 0.4428050 0.2498797 0.4140012
#> 2 0.3231280 0.4219026 0.3229337 0.1980786 0.4145791 0.3847860 0.2880839
#> 3 0.3344902 0.3854229 0.3191841 0.3456387 0.4807173 0.3004762 0.3257325
#> 4 0.3791010 0.2983218 0.3116082 0.3270826 0.3802923 0.4907786 0.2778680
#> 5 0.3655880 0.2826028 0.2286484 0.5885508 0.4486291 0.3297961 0.5651229
#> 6 0.3254290 0.4375341 0.3858767 0.5249339 0.3297345 0.4046957 0.4522387
#> 7 0.3630939 0.2992352 0.4035381 0.3431902 0.3776213 0.3036247 0.2942512
#> 8 0.2710823 0.2342366 0.3169908 0.4873589 0.3333364 0.3709416 0.3342090
#> 9 0.2528286 0.4509026 0.5636003 0.2090877 0.4559692 0.3846113 0.3502996
#> 10 0.3747376 0.3558463 0.2169552 0.2783585 0.3991705 0.3243019 0.3518348
#> 11 0.3190991 0.2213087 0.3828188 0.4114204 0.3278188 0.3304312 0.4576754
#> 12 0.5114145 0.3151313 0.3940385 0.4755727 0.3171502 0.2700505 0.3634765
#> 13 0.3513804 0.2761506 0.3211579 0.2989396 0.3167339 0.3395414 0.4800261
#> 14 0.3955396 0.3501185 0.4034300 0.4116786 0.3355723 0.2257956 0.3280476
#> 15 0.3365730 0.2943204 0.3740586 0.2115799 0.3681037 0.3300815 0.3060998
#> 16 0.3271769 0.3281978 0.2672608 0.4271239 0.3588721 0.2831078 0.5189568
#> 17 0.4188533 0.3318279 0.5409952 0.3129168 0.3327803 0.2968471 0.3775198
#> 18 0.3509041 0.3516253 0.4687256 0.3977909 0.4577882 0.3608065 0.3982385
#> 19 0.3204964 0.2412213 0.4403725 0.2424431 0.3381907 0.3340684 0.2810629
#> 20 0.4045237 0.3350317 0.6194156 0.3036035 0.3903714 0.2806847 0.2442009
#> 21 0.4891252 0.4237297 0.2596163 0.3698977 0.5042518 0.2718942 0.3747711
#> 22 0.4652340 0.4164485 0.3105172 0.3973817 0.3025291 0.2890847 0.4027257
#> 23 0.3632296 0.3975779 0.3266283 0.3376586 0.3790030 0.2791664 0.4109900
#> 24 0.3011099 0.3261653 0.2948451 0.3815091 0.4211993 0.2793731 0.2997018
#> 25 0.4068811 0.3629530 0.4076069 0.4636767 0.3476862 0.2475087 0.3054479
#> 26 0.4753631 0.4208975 0.4898899 0.3511409 0.3400197 0.3128937 0.2827448
#> 27 0.3080482 0.3215181 0.3121573 0.3652492 0.2743072 0.3622820 0.5160007
#> 28 0.2765295 0.3590843 0.2810018 0.3277383 0.3377150 0.2919103 0.3029733
#> 29 0.3741562 0.4906584 0.5462050 0.2244496 0.3260878 0.2821603 0.3034436
#> 30 0.4949179 0.3033887 0.3610991 0.3826027 0.3664238 0.3733638 0.3069140
#> 31 0.3834381 0.4944348 0.2702185 0.3154313 0.3452641 0.3087770 0.4075031
#> 32 0.5907233 0.3201395 0.1950014 0.3256842 0.2957547 0.2825659 0.2409944
#> 33 0.4419239 0.5128399 0.3966318 0.2331893 0.3181948 0.2812444 0.3098015
#> 34 0.3021538 0.2236016 0.4514619 0.2844300 0.3098124 0.2728230 0.2655810
#> 35 0.2708477 0.3134207 0.1823653 0.3711366 0.2955350 0.2242409 0.4400732
#> 36 0.3778106 0.3194373 0.3180046 0.3861389 0.3586634 0.2693616 0.3321022
#> 37 0.3340435 0.3435734 0.3450646 0.4526097 0.3584998 0.3353558 0.3986267
#> 38 0.4524885 0.4013216 0.4289826 0.3707132 0.3394477 0.3294030 0.3872632
#> 39 0.3650935 0.4872773 0.5192531 0.3683943 0.4421756 0.2985765 0.4515316
#> 40 0.3715601 0.5089245 0.2695407 0.4008103 0.2930485 0.2605313 0.3799924
#> 41 0.4387501 0.4820722 0.4100353 0.3059964 0.3640517 0.4229579 0.2595588
#> 42 0.2785636 0.2319904 0.2447597 0.4025763 0.3093125 0.3558960 0.4421096
#> 43 1.0000000 0.3483556 0.3069494 0.3646617 0.3202532 0.2856864 0.2843581
#> 44 0.3483556 1.0000000 0.3777564 0.3128835 0.3876908 0.3277528 0.3536615
#> 45 0.3069494 0.3777564 1.0000000 0.2554544 0.4455483 0.4068244 0.2809807
#> 46 0.3646617 0.3128835 0.2554544 1.0000000 0.3606566 0.3306019 0.5634817
#> 47 0.3202532 0.3876908 0.4455483 0.3606566 1.0000000 0.3797960 0.3476314
#> 48 0.2856864 0.3277528 0.4068244 0.3306019 0.3797960 1.0000000 0.3323332
#> 49 0.2843581 0.3536615 0.2809807 0.5634817 0.3476314 0.3323332 1.0000000
#> 50 0.2732755 0.2317136 0.3370383 0.3392113 0.4085473 0.3235902 0.3857170
#> 51 0.4217464 0.2592996 0.3474270 0.2773319 0.3367192 0.4172356 0.2978976
#> 52 0.2380292 0.4374248 0.2721404 0.2802445 0.3941019 0.3861314 0.4217356
#> 53 0.2493095 0.5036020 0.4416524 0.2396452 0.3760266 0.3881143 0.4054349
#> 54 0.5013009 0.3871588 0.3371295 0.4127768 0.3916755 0.4073234 0.3699713
#> 55 0.2785807 0.4149076 0.3455474 0.3939084 0.4444750 0.3646506 0.4335852
#> 56 0.4361991 0.3149912 0.3091206 0.3198050 0.3840226 0.2722478 0.3205201
#> 57 0.4582833 0.2676333 0.3239314 0.2711021 0.3655562 0.2314459 0.2737823
#> 58 0.3723729 0.3623970 0.4534074 0.3382578 0.3644288 0.3606162 0.3768189
#> 59 0.4842323 0.3483308 0.3611121 0.5066335 0.3708093 0.3071583 0.3020651
#> 60 0.4311999 0.2320551 0.3061679 0.4432546 0.3013600 0.2358628 0.3582598
#> 61 0.3016995 0.2196363 0.3551144 0.3314882 0.3629188 0.2822773 0.2757602
#> 62 0.3743673 0.3119993 0.2943710 0.2963644 0.3588296 0.3539073 0.4458870
#> 63 0.2030357 0.2793061 0.2543665 0.3185806 0.2895274 0.3041511 0.3457311
#> 64 0.2885793 0.4323505 0.2957538 0.3402826 0.4797027 0.4206654 0.4236208
#> 65 0.2293903 0.3107195 0.4344038 0.2762284 0.4156478 0.4750443 0.3940605
#> 66 0.3621083 0.3215179 0.3637206 0.3364511 0.3783629 0.2509204 0.2696300
#> 67 0.4356898 0.2270667 0.3622971 0.3666820 0.4066014 0.2771403 0.2627042
#> 68 0.3355607 0.2299427 0.3988309 0.3260755 0.4931608 0.2820698 0.3382667
#> 69 0.3528144 0.2398059 0.3379571 0.3274425 0.4573386 0.3177638 0.3450377
#> 70 0.2981884 0.3280626 0.4156184 0.3598544 0.2596676 0.3986753 0.2477485
#> 71 0.4905429 0.3777009 0.2362417 0.4584796 0.2983520 0.3707842 0.3812220
#> 72 0.2725988 0.2844023 0.5060619 0.3492583 0.3927060 0.2478560 0.2656977
#> 73 0.3309096 0.2959924 0.3733103 0.2850496 0.2924015 0.3941357 0.4524845
#> 74 0.4648373 0.3061615 0.3652478 0.3822408 0.4034809 0.4360271 0.2651828
#> 75 0.2739852 0.2856620 0.3282219 0.3589793 0.3331476 0.4246120 0.3969047
#> 76 0.3181575 0.2438107 0.2478787 0.7036177 0.3872252 0.3209658 0.5951135
#> 77 0.4093934 0.2976702 0.3260085 0.2769328 0.2852108 0.3374804 0.2511526
#> 78 0.3684282 0.3262292 0.2963722 0.3778720 0.3501796 0.2491585 0.2782973
#> 79 0.4134397 0.2822327 0.4378722 0.3129053 0.3507463 0.2701007 0.2389643
#> 80 0.3728387 0.5433694 0.4158027 0.3366885 0.4029568 0.3224657 0.3401944
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> 1 0.3854273 0.3939628 0.2999275 0.4672162 0.2594808 0.3249117 0.5152982
#> 2 0.3507161 0.4170876 0.5046498 0.3890394 0.4536872 0.5005242 0.3140438
#> 3 0.3184044 0.3413509 0.4740282 0.3841499 0.3895051 0.4924640 0.3579937
#> 4 0.4276167 0.5531898 0.2943631 0.2993856 0.4590206 0.4341198 0.4694325
#> 5 0.3446510 0.3440346 0.3846208 0.2978654 0.4116077 0.4364306 0.3185100
#> 6 0.2511556 0.2778843 0.3049695 0.3315276 0.4026391 0.3103212 0.2573470
#> 7 0.3886393 0.3193966 0.2013694 0.2932934 0.3091814 0.2918650 0.4093297
#> 8 0.3500430 0.3146817 0.3765217 0.2969200 0.3754757 0.3586370 0.2641906
#> 9 0.3340808 0.4381296 0.4772003 0.7143216 0.2608728 0.4065124 0.3695312
#> 10 0.4200086 0.4057647 0.3511348 0.2965179 0.5747278 0.4132253 0.3875974
#> 11 0.3698891 0.3072598 0.2184235 0.2594156 0.2925707 0.2027587 0.2654699
#> 12 0.3567311 0.3443266 0.1843649 0.2812434 0.3505120 0.2361879 0.3614789
#> 13 0.3815397 0.4589377 0.4746906 0.4241959 0.3100964 0.2938069 0.2777330
#> 14 0.2574894 0.2396007 0.2880541 0.2694592 0.3971212 0.4084942 0.2629674
#> 15 0.3975175 0.5392109 0.4181135 0.6004795 0.2664112 0.3073636 0.4494680
#> 16 0.2578477 0.2750699 0.4848611 0.3585451 0.3498936 0.4578430 0.3311646
#> 17 0.3280088 0.3679718 0.3122838 0.3543666 0.3534891 0.2901483 0.3134473
#> 18 0.3641305 0.4036116 0.3076780 0.4494648 0.3751675 0.4278287 0.4872156
#> 19 0.3643432 0.5482488 0.3032820 0.4614587 0.3101436 0.3542430 0.3391981
#> 20 0.2721824 0.3051670 0.2329955 0.3114285 0.3180542 0.2930571 0.4122029
#> 21 0.3370499 0.3173560 0.3862903 0.3144468 0.4718137 0.5471652 0.5199098
#> 22 0.2426804 0.2564584 0.4167128 0.3784079 0.2963284 0.2829013 0.2286827
#> 23 0.4458984 0.3332850 0.4907579 0.4160390 0.4419261 0.5031125 0.4072357
#> 24 0.2327983 0.2179789 0.3169420 0.2735226 0.3581580 0.4028307 0.3276276
#> 25 0.2757069 0.2754242 0.2594821 0.3420909 0.2921037 0.2701038 0.3052758
#> 26 0.3228888 0.3110957 0.1975883 0.2676212 0.4470219 0.2573047 0.3408748
#> 27 0.3328261 0.3483804 0.3933241 0.4200281 0.3604214 0.3098976 0.2388949
#> 28 0.2416961 0.2801105 0.3935415 0.4681018 0.2613139 0.3087474 0.2955925
#> 29 0.2431754 0.3297371 0.2971834 0.4860331 0.4029050 0.3533392 0.3261526
#> 30 0.3391844 0.3102023 0.2191536 0.2614360 0.4653909 0.3210404 0.3061277
#> 31 0.2686892 0.2768780 0.4976057 0.4468382 0.3709062 0.4620016 0.3053303
#> 32 0.3318066 0.3315322 0.2732929 0.2251999 0.4148948 0.2710706 0.3638103
#> 33 0.3482618 0.5039484 0.4259832 0.5074347 0.3721632 0.3984978 0.4632876
#> 34 0.4506083 0.3950367 0.2675463 0.3605801 0.3430410 0.3705311 0.3141195
#> 35 0.3047285 0.3049887 0.3400478 0.3153244 0.3208057 0.3124336 0.3798182
#> 36 0.5643376 0.4349498 0.3127429 0.3515390 0.3879307 0.3575533 0.3272618
#> 37 0.2033943 0.2731219 0.3300247 0.3426521 0.4035580 0.4225446 0.2869399
#> 38 0.2375754 0.2985043 0.2517328 0.4348081 0.3426434 0.3109102 0.3602078
#> 39 0.3050743 0.2384185 0.2858380 0.3851745 0.3843985 0.3737540 0.3207568
#> 40 0.2363660 0.2810877 0.4545032 0.5140238 0.2909903 0.4149036 0.3106050
#> 41 0.2623668 0.4197883 0.2761155 0.4360659 0.4309564 0.4076587 0.3575881
#> 42 0.4278672 0.3609387 0.4046746 0.4176478 0.3211920 0.3399596 0.3911179
#> 43 0.2732755 0.4217464 0.2380292 0.2493095 0.5013009 0.2785807 0.4361991
#> 44 0.2317136 0.2592996 0.4374248 0.5036020 0.3871588 0.4149076 0.3149912
#> 45 0.3370383 0.3474270 0.2721404 0.4416524 0.3371295 0.3455474 0.3091206
#> 46 0.3392113 0.2773319 0.2802445 0.2396452 0.4127768 0.3939084 0.3198050
#> 47 0.4085473 0.3367192 0.3941019 0.3760266 0.3916755 0.4444750 0.3840226
#> 48 0.3235902 0.4172356 0.3861314 0.3881143 0.4073234 0.3646506 0.2722478
#> 49 0.3857170 0.2978976 0.4217356 0.4054349 0.3699713 0.4335852 0.3205201
#> 50 1.0000000 0.5530258 0.2813394 0.3490897 0.3736253 0.4228119 0.4279029
#> 51 0.5530258 1.0000000 0.2713194 0.3938445 0.4027885 0.3511045 0.5441361
#> 52 0.2813394 0.2713194 1.0000000 0.4863172 0.3559895 0.5170631 0.2687823
#> 53 0.3490897 0.3938445 0.4863172 1.0000000 0.2768161 0.4378709 0.3670757
#> 54 0.3736253 0.4027885 0.3559895 0.2768161 1.0000000 0.5761931 0.3558591
#> 55 0.4228119 0.3511045 0.5170631 0.4378709 0.5761931 1.0000000 0.3834543
#> 56 0.4279029 0.5441361 0.2687823 0.3670757 0.3558591 0.3834543 1.0000000
#> 57 0.4116651 0.5190676 0.2834798 0.3482654 0.3364216 0.3631382 0.6192150
#> 58 0.4458129 0.3769884 0.3185882 0.3124848 0.6471349 0.5092354 0.3293165
#> 59 0.2980833 0.3149413 0.1489229 0.2569477 0.4238209 0.2906764 0.3789181
#> 60 0.4527890 0.4053385 0.2229362 0.2934296 0.3732746 0.3446367 0.3962682
#> 61 0.4138476 0.3789848 0.2810620 0.3095175 0.4149716 0.3528948 0.3380096
#> 62 0.5510071 0.5235396 0.4940665 0.4639658 0.4350266 0.4090920 0.3977318
#> 63 0.2756315 0.2630094 0.4432494 0.3991677 0.2605518 0.3922114 0.2927026
#> 64 0.3442384 0.3676093 0.6017721 0.3958154 0.3494606 0.4570871 0.2939918
#> 65 0.5504155 0.4933755 0.4859452 0.4818940 0.4679915 0.6026927 0.3900763
#> 66 0.4445526 0.3701544 0.3210431 0.3030030 0.3973481 0.3669898 0.3654953
#> 67 0.3423804 0.3963119 0.2587570 0.2966073 0.2886929 0.2975948 0.4396985
#> 68 0.3697437 0.3455444 0.3512196 0.3544483 0.2809284 0.3620626 0.3988850
#> 69 0.4645711 0.4970996 0.3659178 0.3293292 0.4564751 0.4685803 0.3758062
#> 70 0.3143278 0.3799659 0.3327518 0.4128296 0.3251397 0.3402321 0.3406108
#> 71 0.3774560 0.4370401 0.2511192 0.3137633 0.3888620 0.3280733 0.3464434
#> 72 0.3353043 0.3224306 0.2391833 0.4551936 0.3053518 0.4065518 0.2563156
#> 73 0.4343399 0.4231466 0.4968943 0.3439255 0.4393309 0.3766854 0.3337693
#> 74 0.4104039 0.5691200 0.3099621 0.2846903 0.4687078 0.4109726 0.3897706
#> 75 0.3081804 0.3877041 0.5362340 0.4839088 0.3140747 0.4567012 0.2931436
#> 76 0.3635437 0.2978471 0.3234288 0.2531190 0.3609345 0.3823158 0.3075708
#> 77 0.4314386 0.4735194 0.3537323 0.3431899 0.3586693 0.3304687 0.3413764
#> 78 0.3435376 0.3802608 0.3561148 0.3808057 0.2939076 0.4125659 0.3386099
#> 79 0.3573656 0.4256215 0.2795761 0.2799594 0.3887455 0.3226871 0.3997736
#> 80 0.2905103 0.3019342 0.3917997 0.4779287 0.3152552 0.4203971 0.3691813
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> 1 0.4932084 0.2538415 0.3600336 0.2852013 0.2295878 0.3444018 0.2615392
#> 2 0.3683036 0.4574863 0.2146556 0.2429811 0.2844987 0.4326001 0.2484645
#> 3 0.3363325 0.2795266 0.3011805 0.3557546 0.4032074 0.3965072 0.4455018
#> 4 0.3586381 0.3658775 0.3412096 0.3490584 0.3885191 0.4238204 0.3548969
#> 5 0.3363620 0.3051982 0.3703007 0.3584259 0.3273795 0.3648495 0.3897074
#> 6 0.2706752 0.4582334 0.3766744 0.4383749 0.2951565 0.2891481 0.2785616
#> 7 0.3489138 0.3883139 0.5715914 0.4524658 0.4442417 0.2842632 0.3243522
#> 8 0.2498535 0.2787677 0.3782201 0.3293498 0.4485642 0.3271230 0.5247749
#> 9 0.3893679 0.3196072 0.2313756 0.2664941 0.3173255 0.4218690 0.3588620
#> 10 0.3336426 0.4484249 0.3314046 0.2895530 0.2838385 0.4219237 0.1849244
#> 11 0.2530983 0.3084507 0.4329696 0.3593310 0.3875260 0.2985938 0.3294924
#> 12 0.3384937 0.3840161 0.5122038 0.6019584 0.4021355 0.3961921 0.2916583
#> 13 0.2934776 0.3228158 0.2132795 0.3779232 0.3270617 0.6227597 0.3109871
#> 14 0.3771977 0.5305106 0.4135313 0.4955700 0.3742575 0.3135890 0.2719241
#> 15 0.3854282 0.2498020 0.2516886 0.3545577 0.3350087 0.5172561 0.4165001
#> 16 0.3878060 0.3169178 0.2520230 0.2455130 0.2228731 0.2907921 0.3597506
#> 17 0.4052889 0.4190269 0.2691281 0.3836570 0.3873602 0.4192639 0.2087191
#> 18 0.5140145 0.3401523 0.3703771 0.3484632 0.2799995 0.3287459 0.2286423
#> 19 0.4398095 0.3316014 0.2599801 0.4694314 0.5579322 0.4820055 0.3542606
#> 20 0.4301573 0.4358244 0.4841052 0.3638453 0.4118496 0.2500395 0.2960843
#> 21 0.4463398 0.3980855 0.3830965 0.3358504 0.2543309 0.3356387 0.2374454
#> 22 0.2674491 0.2686944 0.3256415 0.3163608 0.2363154 0.4186944 0.3093275
#> 23 0.3457873 0.3518770 0.2490276 0.4492048 0.4589288 0.5883832 0.3354022
#> 24 0.3803497 0.3512455 0.4410774 0.3222655 0.4153979 0.2507140 0.3945080
#> 25 0.3554611 0.3596572 0.4328769 0.5636857 0.3356823 0.3122780 0.2674688
#> 26 0.3208510 0.4011426 0.5081958 0.3934466 0.3958871 0.2964519 0.1975838
#> 27 0.2032259 0.2854726 0.2794504 0.3746808 0.3994453 0.5883747 0.3315681
#> 28 0.2500468 0.1679753 0.3107713 0.3040921 0.3998527 0.3468788 0.4565838
#> 29 0.3792790 0.4335799 0.2868368 0.3439059 0.3227811 0.2963334 0.2439499
#> 30 0.3572015 0.4539036 0.4694057 0.4281656 0.3613076 0.2978458 0.1732389
#> 31 0.3205067 0.3276841 0.3273365 0.3686414 0.2922557 0.4612238 0.4502639
#> 32 0.4246851 0.3813594 0.3391773 0.3813928 0.2611828 0.3745096 0.2034916
#> 33 0.5445622 0.4821559 0.2176101 0.3409865 0.2543086 0.4356327 0.2422717
#> 34 0.5040884 0.4628290 0.2835593 0.4524116 0.4910329 0.4156244 0.3178934
#> 35 0.3255925 0.2835612 0.2578858 0.3089961 0.3108002 0.3203258 0.4212406
#> 36 0.4274731 0.3504429 0.3403980 0.4926622 0.4421693 0.5422215 0.3198411
#> 37 0.2994134 0.3470389 0.4573308 0.3267025 0.4176122 0.2918396 0.3870529
#> 38 0.3777490 0.3440134 0.4381616 0.4275169 0.3733502 0.3141693 0.2496298
#> 39 0.3741311 0.5799826 0.3886915 0.3709053 0.2476982 0.2816645 0.2080513
#> 40 0.3246910 0.2935740 0.2911951 0.3075878 0.2612735 0.3359307 0.4647510
#> 41 0.3022813 0.3426344 0.4475721 0.3268062 0.3345161 0.3581321 0.3010932
#> 42 0.3338107 0.2422060 0.2990348 0.3908132 0.3815017 0.4500111 0.4071767
#> 43 0.4582833 0.3723729 0.4842323 0.4311999 0.3016995 0.3743673 0.2030357
#> 44 0.2676333 0.3623970 0.3483308 0.2320551 0.2196363 0.3119993 0.2793061
#> 45 0.3239314 0.4534074 0.3611121 0.3061679 0.3551144 0.2943710 0.2543665
#> 46 0.2711021 0.3382578 0.5066335 0.4432546 0.3314882 0.2963644 0.3185806
#> 47 0.3655562 0.3644288 0.3708093 0.3013600 0.3629188 0.3588296 0.2895274
#> 48 0.2314459 0.3606162 0.3071583 0.2358628 0.2822773 0.3539073 0.3041511
#> 49 0.2737823 0.3768189 0.3020651 0.3582598 0.2757602 0.4458870 0.3457311
#> 50 0.4116651 0.4458129 0.2980833 0.4527890 0.4138476 0.5510071 0.2756315
#> 51 0.5190676 0.3769884 0.3149413 0.4053385 0.3789848 0.5235396 0.2630094
#> 52 0.2834798 0.3185882 0.1489229 0.2229362 0.2810620 0.4940665 0.4432494
#> 53 0.3482654 0.3124848 0.2569477 0.2934296 0.3095175 0.4639658 0.3991677
#> 54 0.3364216 0.6471349 0.4238209 0.3732746 0.4149716 0.4350266 0.2605518
#> 55 0.3631382 0.5092354 0.2906764 0.3446367 0.3528948 0.4090920 0.3922114
#> 56 0.6192150 0.3293165 0.3789181 0.3962682 0.3380096 0.3977318 0.2927026
#> 57 1.0000000 0.4289951 0.2894630 0.4635170 0.3544389 0.3773779 0.2226763
#> 58 0.4289951 1.0000000 0.3560245 0.4660938 0.3643376 0.3847089 0.2537428
#> 59 0.2894630 0.3560245 1.0000000 0.4126526 0.3552663 0.2441317 0.2377925
#> 60 0.4635170 0.4660938 0.4126526 1.0000000 0.5265819 0.4483505 0.3121120
#> 61 0.3544389 0.3643376 0.3552663 0.5265819 1.0000000 0.4375686 0.3640564
#> 62 0.3773779 0.3847089 0.2441317 0.4483505 0.4375686 1.0000000 0.3368098
#> 63 0.2226763 0.2537428 0.2377925 0.3121120 0.3640564 0.3368098 1.0000000
#> 64 0.3102407 0.2830109 0.2240405 0.2200976 0.2524499 0.4944371 0.3290392
#> 65 0.3715851 0.4196877 0.2406205 0.2885483 0.4231934 0.4920163 0.3658246
#> 66 0.3828037 0.3521830 0.3407950 0.4501215 0.4596333 0.4771883 0.3354753
#> 67 0.4588192 0.2512467 0.3655392 0.4889917 0.4600924 0.3854245 0.2716490
#> 68 0.4204498 0.3458155 0.3354697 0.3605120 0.3630589 0.3232426 0.4441420
#> 69 0.4405079 0.4059654 0.3513745 0.3752102 0.5231063 0.4646583 0.3785994
#> 70 0.3973373 0.4009672 0.3532897 0.4216627 0.3645896 0.3390706 0.3426132
#> 71 0.2664445 0.3268616 0.4779892 0.3766507 0.2857661 0.3740042 0.3227289
#> 72 0.3328833 0.3380214 0.3996870 0.4053917 0.4422118 0.2696360 0.3873828
#> 73 0.3174009 0.4404262 0.2286132 0.3793505 0.4090519 0.6544619 0.3015392
#> 74 0.4090274 0.4174596 0.3757169 0.4071539 0.4047461 0.4456745 0.2509114
#> 75 0.3427323 0.3470402 0.2748535 0.3325208 0.3244598 0.4425865 0.4954371
#> 76 0.2911114 0.3275913 0.3951611 0.3844962 0.3490966 0.3139282 0.4060450
#> 77 0.3991811 0.4458119 0.2597771 0.5683215 0.4556669 0.5838663 0.3268411
#> 78 0.4885489 0.3253658 0.2854251 0.4123693 0.3348183 0.3881623 0.3647312
#> 79 0.5154197 0.5262156 0.3360588 0.4900755 0.5526608 0.3960665 0.3228955
#> 80 0.4315262 0.4336928 0.3218096 0.3429651 0.1977916 0.3493235 0.2820694
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> 1 0.4077333 0.3832528 0.3419245 0.3580707 0.4357802 0.4399360 0.3013327
#> 2 0.4973750 0.4976328 0.3450755 0.3048785 0.2824079 0.4171282 0.2786129
#> 3 0.4652880 0.4520780 0.5769245 0.4646969 0.3895637 0.5033869 0.3128677
#> 4 0.3559081 0.4825973 0.3711564 0.4105391 0.3033914 0.4002952 0.3709146
#> 5 0.5188597 0.3414117 0.3337271 0.3258124 0.4466769 0.5525468 0.2907070
#> 6 0.3351072 0.3011902 0.2966226 0.2588654 0.2597055 0.2344198 0.4361115
#> 7 0.2194311 0.3292560 0.3425783 0.3714235 0.4823749 0.4563286 0.3879130
#> 8 0.3462983 0.4652200 0.4190272 0.3688520 0.3942838 0.4545758 0.4423440
#> 9 0.4290646 0.5378024 0.3859946 0.3435863 0.4862293 0.4181949 0.3723904
#> 10 0.3142011 0.3785599 0.3903732 0.2444444 0.2817302 0.4082077 0.1943294
#> 11 0.2239950 0.3298170 0.3250544 0.2787589 0.3664272 0.3380582 0.2846278
#> 12 0.2755648 0.2404422 0.4213027 0.5144588 0.3153106 0.2970747 0.3855854
#> 13 0.4390882 0.3468209 0.3091103 0.3307194 0.2943150 0.3364106 0.2671844
#> 14 0.3488497 0.3035861 0.4319412 0.4307779 0.3782385 0.3986271 0.4419160
#> 15 0.3470016 0.4392682 0.3585119 0.3845503 0.4623849 0.3907342 0.3772504
#> 16 0.4925032 0.3894306 0.2558314 0.3105449 0.4787601 0.3634809 0.3024780
#> 17 0.3822908 0.3460664 0.3053957 0.4220511 0.3461726 0.3288174 0.3632517
#> 18 0.4136739 0.4877506 0.2945510 0.4908045 0.4026795 0.3392265 0.4686369
#> 19 0.2974316 0.3990426 0.4596234 0.3745454 0.3801394 0.5511012 0.3748901
#> 20 0.2538942 0.3012567 0.4249891 0.4186983 0.5181320 0.4363016 0.4415578
#> 21 0.3804361 0.3680099 0.3065134 0.3657809 0.4180229 0.3534144 0.2588642
#> 22 0.5050627 0.2718008 0.3666429 0.3597255 0.3380014 0.3378707 0.3496240
#> 23 0.3893829 0.4616871 0.4783830 0.4308364 0.3086856 0.3984366 0.2918169
#> 24 0.3220764 0.3324331 0.3812745 0.3807951 0.4520128 0.3920593 0.3537129
#> 25 0.2827977 0.2496679 0.3919096 0.4290175 0.4247997 0.3226214 0.5448956
#> 26 0.2652428 0.3198445 0.5128294 0.3694887 0.2644334 0.3110343 0.3423513
#> 27 0.4004479 0.3560889 0.2931169 0.2927026 0.2199281 0.2852183 0.2722996
#> 28 0.3989616 0.3549314 0.3622292 0.4025479 0.3017660 0.3154055 0.3045749
#> 29 0.2907610 0.3527771 0.3357847 0.3029153 0.2618750 0.2800142 0.3032001
#> 30 0.2635860 0.2884494 0.2731096 0.4158083 0.3252181 0.3132971 0.3391792
#> 31 0.4983405 0.3658432 0.3940963 0.2859252 0.3453714 0.4018979 0.3792191
#> 32 0.2685820 0.2437960 0.3529879 0.3829690 0.2728189 0.3245618 0.3154899
#> 33 0.3419287 0.3705921 0.3804666 0.2666835 0.2904127 0.3020612 0.3535614
#> 34 0.3300863 0.4467860 0.4809382 0.3880632 0.3835687 0.4468094 0.4733427
#> 35 0.3516356 0.3049140 0.2690134 0.2281179 0.2885486 0.2926323 0.2643505
#> 36 0.4219577 0.4088059 0.7059201 0.4112483 0.3521521 0.5035501 0.3483244
#> 37 0.2959141 0.2975079 0.2898436 0.3260071 0.4051028 0.4294021 0.3822904
#> 38 0.2528579 0.3055592 0.2944699 0.3963011 0.2631704 0.2219576 0.3600574
#> 39 0.2798576 0.3050576 0.2875144 0.2843514 0.3831720 0.2673746 0.3239059
#> 40 0.3686587 0.2994592 0.3200700 0.3141472 0.3888177 0.3264574 0.4296487
#> 41 0.3344723 0.3674464 0.2837434 0.3475153 0.2570401 0.3048680 0.3867746
#> 42 0.3014627 0.4438742 0.3225882 0.3485994 0.3606930 0.3711988 0.3862366
#> 43 0.2885793 0.2293903 0.3621083 0.4356898 0.3355607 0.3528144 0.2981884
#> 44 0.4323505 0.3107195 0.3215179 0.2270667 0.2299427 0.2398059 0.3280626
#> 45 0.2957538 0.4344038 0.3637206 0.3622971 0.3988309 0.3379571 0.4156184
#> 46 0.3402826 0.2762284 0.3364511 0.3666820 0.3260755 0.3274425 0.3598544
#> 47 0.4797027 0.4156478 0.3783629 0.4066014 0.4931608 0.4573386 0.2596676
#> 48 0.4206654 0.4750443 0.2509204 0.2771403 0.2820698 0.3177638 0.3986753
#> 49 0.4236208 0.3940605 0.2696300 0.2627042 0.3382667 0.3450377 0.2477485
#> 50 0.3442384 0.5504155 0.4445526 0.3423804 0.3697437 0.4645711 0.3143278
#> 51 0.3676093 0.4933755 0.3701544 0.3963119 0.3455444 0.4970996 0.3799659
#> 52 0.6017721 0.4859452 0.3210431 0.2587570 0.3512196 0.3659178 0.3327518
#> 53 0.3958154 0.4818940 0.3030030 0.2966073 0.3544483 0.3293292 0.4128296
#> 54 0.3494606 0.4679915 0.3973481 0.2886929 0.2809284 0.4564751 0.3251397
#> 55 0.4570871 0.6026927 0.3669898 0.2975948 0.3620626 0.4685803 0.3402321
#> 56 0.2939918 0.3900763 0.3654953 0.4396985 0.3988850 0.3758062 0.3406108
#> 57 0.3102407 0.3715851 0.3828037 0.4588192 0.4204498 0.4405079 0.3973373
#> 58 0.2830109 0.4196877 0.3521830 0.2512467 0.3458155 0.4059654 0.4009672
#> 59 0.2240405 0.2406205 0.3407950 0.3655392 0.3354697 0.3513745 0.3532897
#> 60 0.2200976 0.2885483 0.4501215 0.4889917 0.3605120 0.3752102 0.4216627
#> 61 0.2524499 0.4231934 0.4596333 0.4600924 0.3630589 0.5231063 0.3645896
#> 62 0.4944371 0.4920163 0.4771883 0.3854245 0.3232426 0.4646583 0.3390706
#> 63 0.3290392 0.3658246 0.3354753 0.2716490 0.4441420 0.3785994 0.3426132
#> 64 1.0000000 0.4859395 0.3504325 0.3456339 0.3205975 0.4425270 0.2996613
#> 65 0.4859395 1.0000000 0.4163648 0.3336162 0.3719595 0.5329244 0.4125833
#> 66 0.3504325 0.4163648 1.0000000 0.4288638 0.3803416 0.4916750 0.3238166
#> 67 0.3456339 0.3336162 0.4288638 1.0000000 0.4166630 0.3950260 0.3559023
#> 68 0.3205975 0.3719595 0.3803416 0.4166630 1.0000000 0.5646662 0.3524420
#> 69 0.4425270 0.5329244 0.4916750 0.3950260 0.5646662 1.0000000 0.3303196
#> 70 0.2996613 0.4125833 0.3238166 0.3559023 0.3524420 0.3303196 1.0000000
#> 71 0.3061758 0.2722692 0.2797644 0.2993533 0.2742996 0.3192561 0.3494013
#> 72 0.2662777 0.3598695 0.4278297 0.3422208 0.4240252 0.3981996 0.3816816
#> 73 0.4491718 0.5175750 0.4899299 0.2853944 0.2926491 0.4108455 0.3251661
#> 74 0.4171654 0.3705090 0.4780443 0.5275115 0.3543964 0.4197283 0.3886526
#> 75 0.4845820 0.4569125 0.3495427 0.3833529 0.4104852 0.4682866 0.4785063
#> 76 0.3661257 0.2923169 0.2922852 0.3188847 0.4637952 0.3915568 0.3069655
#> 77 0.3491762 0.3789189 0.5331736 0.3815172 0.3084629 0.4402313 0.4882670
#> 78 0.4327783 0.3085333 0.4800042 0.4752566 0.3812146 0.3983347 0.3956100
#> 79 0.3054282 0.3300723 0.5195171 0.4642406 0.3891503 0.5028202 0.4293467
#> 80 0.4276608 0.3099910 0.2907731 0.3180494 0.3859032 0.2678150 0.4921395
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> 1 0.3330213 0.2883093 0.2731340 0.3167226 0.3646508 0.3483069 0.2451216
#> 2 0.3297481 0.2221806 0.3729055 0.4651429 0.4254579 0.2129684 0.3887780
#> 3 0.3353004 0.3757621 0.3487367 0.4413861 0.4425050 0.3331791 0.3760355
#> 4 0.4689104 0.2744264 0.3296284 0.5211461 0.3394385 0.3154542 0.4541970
#> 5 0.4160269 0.3494938 0.3160637 0.3800392 0.4441057 0.7023681 0.2763282
#> 6 0.3008584 0.3498620 0.3846525 0.3026323 0.3526142 0.3690239 0.3747428
#> 7 0.4108763 0.3233593 0.2511065 0.3174800 0.2854923 0.3303091 0.3481173
#> 8 0.3083566 0.4287241 0.3492104 0.3467358 0.5454137 0.4528034 0.3471657
#> 9 0.2536793 0.4114957 0.3745919 0.3653490 0.4738416 0.2455538 0.3467106
#> 10 0.3403876 0.1879594 0.3953837 0.4141692 0.2808604 0.2687892 0.3069159
#> 11 0.3537621 0.3452739 0.3812758 0.2594532 0.2996711 0.4732042 0.2512816
#> 12 0.4618683 0.3763600 0.3156646 0.4432135 0.2618074 0.4130005 0.4182093
#> 13 0.2961568 0.2886198 0.6097625 0.3557090 0.4539086 0.3439493 0.4412567
#> 14 0.2741396 0.4265551 0.3555304 0.3871961 0.4285286 0.3222205 0.4756880
#> 15 0.3141834 0.3664405 0.3884563 0.3387229 0.3990380 0.2703536 0.3729784
#> 16 0.2574652 0.3234013 0.2917045 0.2773910 0.4346874 0.4923921 0.2122093
#> 17 0.2703819 0.3441494 0.4135829 0.3614125 0.2505120 0.3317397 0.3653244
#> 18 0.2752544 0.3663063 0.2767171 0.3680301 0.3349617 0.3472160 0.2440660
#> 19 0.2848079 0.5132632 0.4198837 0.4329389 0.4308092 0.2903786 0.5516649
#> 20 0.2558840 0.4326607 0.3205446 0.3836444 0.3847783 0.2923707 0.3869730
#> 21 0.3918571 0.2335969 0.2827035 0.3767921 0.3070575 0.3222873 0.2603192
#> 22 0.3611324 0.3104291 0.3823179 0.3185165 0.4570296 0.3124409 0.3668025
#> 23 0.3112872 0.2803459 0.4883088 0.3151613 0.3153079 0.2642507 0.4792904
#> 24 0.2591274 0.4143166 0.2607645 0.3492038 0.3506019 0.4378021 0.2785196
#> 25 0.3475734 0.3904212 0.2648575 0.3487133 0.3155408 0.3265541 0.4303697
#> 26 0.3325249 0.3605455 0.3722956 0.3939715 0.1932629 0.3048059 0.3777574
#> 27 0.3406283 0.3355377 0.5551345 0.2993447 0.3371723 0.3803040 0.3568647
#> 28 0.2746345 0.4585230 0.2936605 0.2670258 0.3362523 0.3389762 0.2609399
#> 29 0.2575068 0.4410191 0.3300169 0.2866909 0.2354002 0.2179672 0.2981240
#> 30 0.4213691 0.3139218 0.2699186 0.4079459 0.2369017 0.3717775 0.3006528
#> 31 0.4465842 0.3278665 0.3937157 0.3229058 0.4251526 0.3708035 0.3857952
#> 32 0.4174640 0.1838653 0.2513825 0.3629481 0.2698212 0.2542246 0.4416900
#> 33 0.3356855 0.2994671 0.4366995 0.3852412 0.3595056 0.2029372 0.4900344
#> 34 0.2338570 0.5844424 0.4341581 0.4136673 0.3817209 0.3342598 0.5345688
#> 35 0.2611282 0.2917994 0.3570675 0.2441733 0.3266622 0.4695845 0.2916487
#> 36 0.3820250 0.4657338 0.4354027 0.4421362 0.3252462 0.3743630 0.5200147
#> 37 0.3652872 0.4248555 0.2863410 0.3700810 0.4032730 0.4801122 0.2525690
#> 38 0.3553970 0.4252559 0.3322271 0.3366231 0.2919628 0.3180947 0.2993318
#> 39 0.3145297 0.3437882 0.2866447 0.2741951 0.2511780 0.3218313 0.2600393
#> 40 0.4403235 0.3788339 0.2364583 0.3124812 0.4769816 0.3413963 0.3564849
#> 41 0.4388909 0.3609866 0.2507335 0.3575144 0.3540418 0.2156961 0.3452811
#> 42 0.3040001 0.2993082 0.3713988 0.2555340 0.4037702 0.4150178 0.3038418
#> 43 0.4905429 0.2725988 0.3309096 0.4648373 0.2739852 0.3181575 0.4093934
#> 44 0.3777009 0.2844023 0.2959924 0.3061615 0.2856620 0.2438107 0.2976702
#> 45 0.2362417 0.5060619 0.3733103 0.3652478 0.3282219 0.2478787 0.3260085
#> 46 0.4584796 0.3492583 0.2850496 0.3822408 0.3589793 0.7036177 0.2769328
#> 47 0.2983520 0.3927060 0.2924015 0.4034809 0.3331476 0.3872252 0.2852108
#> 48 0.3707842 0.2478560 0.3941357 0.4360271 0.4246120 0.3209658 0.3374804
#> 49 0.3812220 0.2656977 0.4524845 0.2651828 0.3969047 0.5951135 0.2511526
#> 50 0.3774560 0.3353043 0.4343399 0.4104039 0.3081804 0.3635437 0.4314386
#> 51 0.4370401 0.3224306 0.4231466 0.5691200 0.3877041 0.2978471 0.4735194
#> 52 0.2511192 0.2391833 0.4968943 0.3099621 0.5362340 0.3234288 0.3537323
#> 53 0.3137633 0.4551936 0.3439255 0.2846903 0.4839088 0.2531190 0.3431899
#> 54 0.3888620 0.3053518 0.4393309 0.4687078 0.3140747 0.3609345 0.3586693
#> 55 0.3280733 0.4065518 0.3766854 0.4109726 0.4567012 0.3823158 0.3304687
#> 56 0.3464434 0.2563156 0.3337693 0.3897706 0.2931436 0.3075708 0.3413764
#> 57 0.2664445 0.3328833 0.3174009 0.4090274 0.3427323 0.2911114 0.3991811
#> 58 0.3268616 0.3380214 0.4404262 0.4174596 0.3470402 0.3275913 0.4458119
#> 59 0.4779892 0.3996870 0.2286132 0.3757169 0.2748535 0.3951611 0.2597771
#> 60 0.3766507 0.4053917 0.3793505 0.4071539 0.3325208 0.3844962 0.5683215
#> 61 0.2857661 0.4422118 0.4090519 0.4047461 0.3244598 0.3490966 0.4556669
#> 62 0.3740042 0.2696360 0.6544619 0.4456745 0.4425865 0.3139282 0.5838663
#> 63 0.3227289 0.3873828 0.3015392 0.2509114 0.4954371 0.4060450 0.3268411
#> 64 0.3061758 0.2662777 0.4491718 0.4171654 0.4845820 0.3661257 0.3491762
#> 65 0.2722692 0.3598695 0.5175750 0.3705090 0.4569125 0.2923169 0.3789189
#> 66 0.2797644 0.4278297 0.4899299 0.4780443 0.3495427 0.2922852 0.5331736
#> 67 0.2993533 0.3422208 0.2853944 0.5275115 0.3833529 0.3188847 0.3815172
#> 68 0.2742996 0.4240252 0.2926491 0.3543964 0.4104852 0.4637952 0.3084629
#> 69 0.3192561 0.3981996 0.4108455 0.4197283 0.4682866 0.3915568 0.4402313
#> 70 0.3494013 0.3816816 0.3251661 0.3886526 0.4785063 0.3069655 0.4882670
#> 71 1.0000000 0.2621008 0.2588695 0.4665370 0.3412760 0.4435797 0.3536462
#> 72 0.2621008 1.0000000 0.2554344 0.3313931 0.3795394 0.3693941 0.3152784
#> 73 0.2588695 0.2554344 1.0000000 0.3878359 0.4211467 0.3016064 0.5526064
#> 74 0.4665370 0.3313931 0.3878359 1.0000000 0.4403069 0.4117919 0.4763725
#> 75 0.3412760 0.3795394 0.4211467 0.4403069 1.0000000 0.3796863 0.4325029
#> 76 0.4435797 0.3693941 0.3016064 0.4117919 0.3796863 1.0000000 0.2402607
#> 77 0.3536462 0.3152784 0.5526064 0.4763725 0.4325029 0.2402607 1.0000000
#> 78 0.3515735 0.4810982 0.2955052 0.5343116 0.4827208 0.3662284 0.4775995
#> 79 0.2727788 0.4177858 0.4329192 0.4918926 0.3974854 0.3015701 0.6365238
#> 80 0.3954098 0.3090437 0.2627367 0.3772907 0.3871551 0.2938239 0.3575946
#> [,78] [,79] [,80]
#> 1 0.3281913 0.2468898 0.3850638
#> 2 0.3895627 0.3538614 0.4120607
#> 3 0.5158626 0.3488406 0.3477755
#> 4 0.3331879 0.3798224 0.2987925
#> 5 0.3776660 0.2781245 0.3043910
#> 6 0.3004048 0.3396326 0.4087442
#> 7 0.2521533 0.3516408 0.3498076
#> 8 0.3824597 0.3496848 0.2504302
#> 9 0.3477558 0.3197425 0.4412398
#> 10 0.2719551 0.2829517 0.2634346
#> 11 0.2007839 0.2888431 0.2015893
#> 12 0.4200129 0.4797866 0.3863657
#> 13 0.3549175 0.3553687 0.2875203
#> 14 0.4781852 0.5754379 0.4379277
#> 15 0.3332513 0.2995458 0.3416979
#> 16 0.3588543 0.2500879 0.3960871
#> 17 0.3714289 0.4746592 0.4239380
#> 18 0.3727737 0.2887646 0.5252773
#> 19 0.4530559 0.5200739 0.2718249
#> 20 0.3473398 0.6320635 0.3581710
#> 21 0.3192480 0.2442453 0.4946173
#> 22 0.4082499 0.2874423 0.4522321
#> 23 0.3516760 0.3785782 0.3589108
#> 24 0.4258221 0.4132552 0.3219633
#> 25 0.4294999 0.3784767 0.6053375
#> 26 0.2752171 0.4066105 0.2975804
#> 27 0.2931512 0.2708952 0.2587647
#> 28 0.3234867 0.2433142 0.2596074
#> 29 0.3349731 0.3626652 0.3995495
#> 30 0.2741053 0.3294215 0.3368533
#> 31 0.4329360 0.3076474 0.4985803
#> 32 0.3552513 0.3805669 0.3400234
#> 33 0.4355037 0.4363730 0.5303602
#> 34 0.5390563 0.6429077 0.3434283
#> 35 0.3144659 0.3459203 0.2249390
#> 36 0.5776926 0.4769450 0.3504396
#> 37 0.3919466 0.3656061 0.3160065
#> 38 0.3714082 0.3561285 0.3866644
#> 39 0.2904615 0.3120465 0.5876130
#> 40 0.4854646 0.3094559 0.4932012
#> 41 0.2816318 0.3211065 0.4271687
#> 42 0.2433920 0.2320465 0.2437331
#> 43 0.3684282 0.4134397 0.3728387
#> 44 0.3262292 0.2822327 0.5433694
#> 45 0.2963722 0.4378722 0.4158027
#> 46 0.3778720 0.3129053 0.3366885
#> 47 0.3501796 0.3507463 0.4029568
#> 48 0.2491585 0.2701007 0.3224657
#> 49 0.2782973 0.2389643 0.3401944
#> 50 0.3435376 0.3573656 0.2905103
#> 51 0.3802608 0.4256215 0.3019342
#> 52 0.3561148 0.2795761 0.3917997
#> 53 0.3808057 0.2799594 0.4779287
#> 54 0.2939076 0.3887455 0.3152552
#> 55 0.4125659 0.3226871 0.4203971
#> 56 0.3386099 0.3997736 0.3691813
#> 57 0.4885489 0.5154197 0.4315262
#> 58 0.3253658 0.5262156 0.4336928
#> 59 0.2854251 0.3360588 0.3218096
#> 60 0.4123693 0.4900755 0.3429651
#> 61 0.3348183 0.5526608 0.1977916
#> 62 0.3881623 0.3960665 0.3493235
#> 63 0.3647312 0.3228955 0.2820694
#> 64 0.4327783 0.3054282 0.4276608
#> 65 0.3085333 0.3300723 0.3099910
#> 66 0.4800042 0.5195171 0.2907731
#> 67 0.4752566 0.4642406 0.3180494
#> 68 0.3812146 0.3891503 0.3859032
#> 69 0.3983347 0.5028202 0.2678150
#> 70 0.3956100 0.4293467 0.4921395
#> 71 0.3515735 0.2727788 0.3954098
#> 72 0.4810982 0.4177858 0.3090437
#> 73 0.2955052 0.4329192 0.2627367
#> 74 0.5343116 0.4918926 0.3772907
#> 75 0.4827208 0.3974854 0.3871551
#> 76 0.3662284 0.3015701 0.2938239
#> 77 0.4775995 0.6365238 0.3575946
#> 78 1.0000000 0.5167810 0.4920595
#> 79 0.5167810 1.0000000 0.3121252
#> 80 0.4920595 0.3121252 1.0000000
#>
#> $Y
#> [,1]
#> 1 -1.48432960
#> 2 -0.54695398
#> 3 -0.23145502
#> 4 -0.34003013
#> 5 -0.97633722
#> 6 -0.38667660
#> 7 -0.38667660
#> 8 1.57418914
#> 9 -0.54695398
#> 10 -0.15811388
#> 11 2.10405254
#> 12 -0.23145502
#> 13 -0.38667660
#> 14 -1.09692040
#> 15 -0.15811388
#> 16 -0.15811388
#> 17 -0.54695398
#> 18 -0.38667660
#> 19 0.65978609
#> 20 -1.09692040
#> 21 -0.43627414
#> 22 -0.28961087
#> 23 -0.38667660
#> 24 -0.97633722
#> 25 -1.09692040
#> 26 -0.15811388
#> 27 -0.43627414
#> 28 -0.43627414
#> 29 -0.38667660
#> 30 -0.23145502
#> 31 2.30072697
#> 32 -0.49023986
#> 33 -0.54695398
#> 34 -0.73444882
#> 35 1.31082939
#> 36 -0.97633722
#> 37 1.70134282
#> 38 -0.54695398
#> 39 -0.15811388
#> 40 1.07714870
#> 41 -0.15811388
#> 42 -0.49023986
#> 43 -0.34003013
#> 44 -0.97633722
#> 45 -0.15811388
#> 46 -0.91410465
#> 47 -1.09692040
#> 48 -0.43627414
#> 49 -0.38667660
#> 50 -0.09836581
#> 51 -0.79392956
#> 52 0.46851068
#> 53 -0.34003013
#> 54 1.95366297
#> 55 2.60558118
#> 56 -0.54695398
#> 57 -1.09692040
#> 58 -0.15811388
#> 59 -0.49023986
#> 60 -0.97633722
#> 61 -0.28961087
#> 62 1.44879795
#> 63 1.82660327
#> 64 -0.38667660
#> 65 0.96936094
#> 66 -0.15811388
#> 67 -0.43627414
#> 68 -0.49023986
#> 69 1.18850436
#> 70 -0.97633722
#> 71 -0.97633722
#> 72 0.86322194
#> 73 -0.43627414
#> 74 -0.49023986
#> 75 -0.38667660
#> 76 0.76231394
#> 77 -0.97633722
#> 78 -0.43627414
#> 79 -0.54695398
#> 80 -0.43627414
#>
#> $ncomp
#> [1] 6
#>
#> $mode
#> [1] "regression"
#>
#> $mat.c
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> X1 -0.11084875 0.0541748163 -0.277705508 -0.0558745028 0.199310134
#> X2 -0.11197476 0.0773939268 -0.127088061 0.3339816910 -0.268554519
#> X3 -0.12352956 0.1587455599 -0.058082090 0.0528721927 0.006736200
#> X4 -0.11507751 0.0382978674 0.017263869 0.0849190657 -0.158626357
#> X5 -0.11986531 0.2226709209 -0.026537789 -0.2926146294 0.177524718
#> X6 -0.11251673 -0.0288196801 0.137655993 -0.1749586074 -0.100246846
#> X7 -0.11228872 -0.0918796640 0.170639026 -0.1352959420 0.105215639
#> X8 -0.11291391 0.2278631138 0.106418144 -0.2098356877 0.027902439
#> X9 -0.12128780 0.0766591316 -0.205807856 0.2205250553 -0.088102201
#> X10 -0.10273440 0.0641913704 -0.043199514 0.1869458741 -0.163924480
#> X11 -0.10218927 0.0721666859 0.176251018 -0.2500497543 0.140164438
#> X12 -0.12189098 -0.1689794088 0.138058960 -0.2151386199 0.179189802
#> X13 -0.11197044 0.1660804630 -0.209350449 0.0343340764 -0.121077886
#> X14 -0.12154492 -0.1169924056 0.198799375 -0.1217189124 -0.075801935
#> X15 -0.11699111 0.1206280830 -0.283601165 0.1336235719 0.123384656
#> X16 -0.11172277 0.1742877483 -0.109206188 -0.1204016549 0.184504404
#> X17 -0.11746143 -0.1199102824 0.014110741 0.0327689849 -0.047152400
#> X18 -0.12213938 -0.0465458227 -0.150143386 -0.0326266034 0.130752675
#> X19 -0.12000308 0.0360525776 0.004422348 0.1044656678 -0.133486735
#> X20 -0.11741086 -0.1526577717 0.189957216 -0.1004108603 -0.070936678
#> X21 -0.11526958 -0.0035981813 -0.088353308 0.0985978151 0.144878564
#> X22 -0.11441247 0.0580784470 -0.134591661 -0.0978769455 0.184267042
#> X23 -0.12134429 0.0910590959 -0.079200114 0.1716253253 -0.095529545
#> X24 -0.11284106 0.0540660027 0.228853388 -0.1763698775 0.041613656
#> X25 -0.11895877 -0.1659317880 0.022207803 -0.1778170900 0.175736935
#> X26 -0.11430326 -0.1689520127 0.243939170 -0.0739594950 -0.090496637
#> X27 -0.10962921 0.1690803829 -0.013934949 -0.0387056165 -0.069242183
#> X28 -0.10714882 0.1803880999 -0.033290850 -0.0739803289 0.111685527
#> X29 -0.11346690 -0.1126094191 0.102413063 0.2181283119 -0.032027538
#> X30 -0.11065005 -0.1476574428 0.195690899 -0.0799240066 0.012535989
#> X31 -0.12145183 0.1350290360 -0.039414392 0.0947317701 0.209857617
#> X32 -0.10325698 -0.1043997918 -0.022308919 0.0438409682 0.048841067
#> X33 -0.11742599 -0.0680433108 -0.192482390 0.3374251015 -0.074284768
#> X34 -0.11958825 -0.0405314016 0.106050033 -0.0036983757 -0.142120054
#> X35 -0.09659077 0.1779756594 -0.019241421 -0.1323758667 0.090833894
#> X36 -0.12669075 0.0154976854 -0.015896981 -0.0192897122 -0.038879592
#> X37 -0.11435310 0.0903695873 0.243484609 -0.1420716895 0.162114448
#> X38 -0.11669643 -0.0964596858 0.134907225 -0.0326792685 0.145760457
#> X39 -0.11556102 -0.1594621340 0.132177195 0.0292994536 0.044648632
#> X40 -0.11697265 0.0958703747 -0.089839239 0.0211105357 0.278354492
#> X41 -0.11306791 -0.0316910601 0.051826111 0.1520681621 -0.007741174
#> X42 -0.10915763 0.2233967722 -0.122734508 -0.1304280984 0.114477424
#> X43 -0.11782891 -0.1559971699 0.025188787 0.0004056753 0.201055253
#> X44 -0.11111853 -0.0003715366 -0.027402023 0.1892440722 -0.019560770
#> X45 -0.11631696 -0.1144597765 0.128216876 0.0858891439 -0.178153616
#> X46 -0.11481669 0.0844948233 0.133973133 -0.3999193284 0.160076165
#> X47 -0.11917723 0.0527920715 -0.044190789 -0.0234087423 -0.120317986
#> X48 -0.10551909 0.1106855744 0.004745830 0.0282459102 -0.274374732
#> X49 -0.11489173 0.2055981739 -0.046626411 -0.1689539921 0.105645833
#> X50 -0.11500388 0.0611079329 -0.080879143 0.0516369174 -0.110361690
#> X51 -0.12039900 0.0089188954 -0.188669438 0.1521630037 -0.104066604
#> X52 -0.11222784 0.2858282360 -0.204007637 0.1766952097 -0.116088831
#> X53 -0.12053237 0.1216613064 -0.211927893 0.2334744207 0.030175659
#> X54 -0.12168154 0.0443116273 0.226220224 0.1472325341 -0.121942538
#> X55 -0.12307472 0.1828372709 0.057023892 0.2163320765 -0.042294371
#> X56 -0.11572551 -0.0571558548 -0.175147607 0.0709945249 0.135120436
#> X57 -0.11981475 -0.1262704914 -0.165835379 0.0823049373 0.087584248
#> X58 -0.12091612 -0.0806496621 0.220982640 0.1531339933 -0.187518760
#> X59 -0.11098367 -0.1052628841 0.265924460 -0.2385285052 0.151027531
#> X60 -0.12316436 -0.1062358036 0.098601368 -0.1382091396 0.069524427
#> X61 -0.11690203 0.0426160526 0.221345040 -0.0589904620 -0.140542843
#> X62 -0.12754916 0.1428979358 -0.204842655 0.1578170554 -0.152705570
#> X63 -0.10357075 0.2670486182 0.061515731 -0.0343163805 0.203943875
#> X64 -0.11706524 0.2081668028 -0.246625604 0.0294803898 -0.158925718
#> X65 -0.12310652 0.1955202049 -0.058256043 0.2096328038 -0.218728129
#> X66 -0.12243429 0.0076751638 0.041124620 0.0137641830 -0.156609430
#> X67 -0.11800895 -0.0859135805 -0.078468943 -0.1464284324 0.030691194
#> X68 -0.11742749 0.0583923358 -0.027146780 -0.1177551599 0.169020745
#> X69 -0.12582336 0.1329520887 0.028570851 0.0072966971 -0.062769748
#> X70 -0.11689745 -0.0409936428 0.021461991 -0.0519783911 0.003745058
#> X71 -0.11037273 0.0097633594 0.033020603 -0.0556155676 0.207108084
#> X72 -0.11477993 0.0240752118 0.197598524 -0.0610204670 0.056041753
#> X73 -0.11782282 0.1408452032 -0.058582381 0.1107422340 -0.306459163
#> X74 -0.12363414 -0.0360594883 -0.023399502 0.0005115276 -0.171163246
#> X75 -0.12050097 0.2143940946 -0.113073593 -0.0147664254 -0.046278519
#> X76 -0.11288995 0.1838466893 0.104753165 -0.3900918460 0.208042453
#> X77 -0.12259244 -0.0425053824 -0.038968856 0.0912173132 -0.249344226
#> X78 -0.12208589 -0.0016698442 -0.084232267 -0.0158446329 0.063241840
#> X79 -0.12350886 -0.1227079020 0.140123591 -0.0052241982 -0.220485278
#> X80 -0.11954837 -0.0980709677 -0.147631394 0.1108699534 0.148837078
#> comp 6
#> X1 -0.1309116474
#> X2 -0.0855614694
#> X3 -0.0521873617
#> X4 0.0594837338
#> X5 -0.0909208854
#> X6 -0.1506746455
#> X7 -0.0558717745
#> X8 0.0936628321
#> X9 -0.1393307922
#> X10 -0.0305212374
#> X11 0.0949608155
#> X12 0.1051965004
#> X13 0.2030537622
#> X14 -0.0524700382
#> X15 0.0644336964
#> X16 -0.2238949144
#> X17 0.0881576430
#> X18 -0.1372035178
#> X19 0.2385567412
#> X20 -0.0273858088
#> X21 -0.2660048901
#> X22 -0.1055274306
#> X23 0.0692013399
#> X24 -0.1642241602
#> X25 -0.0714461548
#> X26 -0.0004880414
#> X27 0.1085820185
#> X28 -0.1005623029
#> X29 -0.1595732518
#> X30 -0.0878169951
#> X31 -0.1304813860
#> X32 -0.0007087990
#> X33 -0.0451336505
#> X34 0.2945073834
#> X35 0.0315821282
#> X36 0.2587962760
#> X37 -0.1573855558
#> X38 -0.1306623124
#> X39 -0.2749469418
#> X40 -0.2638344156
#> X41 -0.1918319976
#> X42 0.0542166201
#> X43 0.0068792998
#> X44 -0.3759402087
#> X45 -0.0322004000
#> X46 -0.0847097862
#> X47 -0.1432752339
#> X48 -0.0518293290
#> X49 -0.0862253976
#> X50 0.2717379460
#> X51 0.2452751166
#> X52 -0.1149420142
#> X53 -0.1775106814
#> X54 0.0036006809
#> X55 -0.1068100514
#> X56 0.0209256228
#> X57 0.0945772861
#> X58 0.0268427554
#> X59 -0.1244752534
#> X60 0.2079243377
#> X61 0.2382980568
#> X62 0.2662596385
#> X63 -0.0032881139
#> X64 -0.0741069038
#> X65 0.0922060623
#> X66 0.2149289334
#> X67 0.1178913213
#> X68 -0.0058250308
#> X69 0.1854630686
#> X70 0.0100745687
#> X71 -0.0701675167
#> X72 0.0187591661
#> X73 0.2633409769
#> X74 0.1487617949
#> X75 0.0157076182
#> X76 -0.0169856760
#> X77 0.2985456420
#> X78 0.0823102890
#> X79 0.2660917450
#> X80 -0.2544522370
#>
#> $mat.d
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0.0501893 1.413734 1.789591 1.283919 2.174388 0.8819499
#>
#> $mat.e
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] NA NA NA NA NA NA
#>
#> $variates
#> $variates$X
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> 1 -3.020228 -0.06625234 -0.496181046 -0.1884551544 0.0913268367 -0.214968356
#> 2 -3.004972 0.11214807 -0.102876890 0.3687907896 -0.2669342812 -0.186548059
#> 3 -3.263409 0.33660000 -0.021117247 0.0721848267 -0.0038534648 -0.108048340
#> 4 -3.106071 0.03814056 0.039468917 0.0727730511 -0.1734809342 -0.001074132
#> 5 -3.131556 0.47567782 -0.085052563 -0.4383719303 0.0438873244 -0.136862824
#> 6 -3.079234 -0.13818072 0.085457004 -0.3332225480 -0.2539606851 -0.235892716
#> 7 -3.103534 -0.26850956 0.184785531 -0.1465686792 0.0501171668 -0.117075352
#> 8 -2.916633 0.57837133 0.201152113 -0.2306428022 0.0320879087 0.165667705
#> 9 -3.271076 0.05857536 -0.265026258 0.2162308894 -0.1069831221 -0.218491976
#> 10 -2.756413 0.10354563 -0.012514840 0.2026052219 -0.1834350226 -0.135777365
#> 11 -2.716286 0.20152566 0.281717696 -0.1871047551 0.2467045001 0.327288214
#> 12 -3.419325 -0.49860559 0.099348282 -0.2074208017 0.2330427386 0.257567419
#> 13 -2.965419 0.28245018 -0.305072161 -0.0564516573 -0.1138648030 0.251732466
#> 14 -3.372782 -0.34549590 0.185367625 -0.2078666901 -0.1786354260 -0.131754269
#> 15 -3.132047 0.15506897 -0.360739298 0.1773595205 0.1933288183 0.097826309
#> 16 -2.943718 0.34118710 -0.161956703 -0.1817578118 0.1080505104 -0.243828312
#> 17 -3.275070 -0.39474277 -0.023215902 0.0524449547 0.0202346750 0.205692226
#> 18 -3.375214 -0.27738467 -0.288257141 -0.0714828019 0.1371926541 -0.044291924
#> 19 -3.239120 0.03839265 0.054529656 0.1596477181 -0.0476231574 0.279064019
#> 20 -3.283185 -0.43820493 0.172614066 -0.1640237323 -0.1410446173 -0.073681884
#> 21 -3.147308 -0.10824401 -0.113647894 0.1463372600 0.1194779701 -0.342824583
#> 22 -3.094699 0.01771832 -0.231046625 -0.1331762054 0.1853659085 -0.018545533
#> 23 -3.247999 0.15511013 -0.048867834 0.2157074604 -0.0680136989 0.014154866
#> 24 -3.019605 0.14026079 0.298157596 -0.2461527183 -0.1247650366 -0.372446387
#> 25 -3.353748 -0.54993123 -0.114004494 -0.2550638541 0.1276831097 -0.035560426
#> 26 -3.200380 -0.44693298 0.280849851 -0.0842304725 -0.1149365939 -0.011898454
#> 27 -2.878114 0.37387629 0.005511631 -0.0870618466 -0.0994529653 0.079320449
#> 28 -2.806938 0.39194327 -0.036783747 -0.1382453051 -0.0189525046 -0.304635937
#> 29 -3.143777 -0.30525233 0.202913513 0.3577428927 -0.0024565453 -0.250900758
#> 30 -3.091704 -0.40473103 0.216808453 -0.0814764319 -0.0254760612 -0.117597840
#> 31 -3.210608 0.31789128 0.091030667 0.2930280730 0.3414191689 -0.043483584
#> 32 -2.882035 -0.35818699 -0.072873511 0.0614602311 0.0627456512 -0.010192566
#> 33 -3.254294 -0.30764020 -0.242022318 0.4208302720 -0.0172721221 -0.096755766
#> 34 -3.272213 -0.14732147 0.136590247 -0.0006196441 -0.0932251640 0.345039146
#> 35 -2.516660 0.40871089 0.006963654 -0.1404618691 0.1107803591 0.104133261
#> 36 -3.442674 -0.05192064 -0.042889028 -0.0355011245 0.0004502547 0.302662430
#> 37 -3.025331 0.28183027 0.426224033 -0.0384941430 0.1719791118 -0.157174597
#> 38 -3.224862 -0.27749987 0.182111834 0.0358546960 0.1406993796 -0.167674518
#> 39 -3.236093 -0.45114884 0.153276812 0.0739184546 0.0143652778 -0.316105399
#> 40 -3.127224 0.16563422 -0.072337025 0.1042831423 0.2767753604 -0.316575702
#> 41 -3.088576 -0.11804187 0.118489019 0.2330912076 -0.0244507841 -0.313473405
#> 42 -2.844753 0.46468433 -0.181038909 -0.2256456798 0.0372209962 -0.014703447
#> 43 -3.303835 -0.47457537 0.014726698 0.1109787378 0.3066345034 0.127917578
#> 44 -3.025599 -0.07190144 -0.012426297 0.2141214009 -0.1179714535 -0.593035571
#> 45 -3.226424 -0.32652210 0.174880043 0.1232871241 -0.1404162930 0.019507033
#> 46 -3.071674 0.15276620 0.075619618 -0.5766035736 -0.0031655731 -0.130062559
#> 47 -3.222931 0.01922686 -0.131378672 -0.1662374483 -0.2573264381 -0.264967472
#> 48 -2.805111 0.21553373 -0.007024018 -0.0878892913 -0.3677214173 -0.123398324
#> 49 -3.004566 0.44286332 -0.071953987 -0.2547492136 0.0287844992 -0.093829771
#> 50 -3.099338 0.06142262 -0.105460582 0.0457166457 -0.0394240160 0.358344046
#> 51 -3.290084 -0.12038928 -0.270757238 0.1596604049 -0.0114579109 0.335018917
#> 52 -2.885483 0.63952684 -0.177060030 0.1841596205 -0.1160829817 -0.146725572
#> 53 -3.218917 0.18920838 -0.232594597 0.2789073756 0.0092014122 -0.315831174
#> 54 -3.246434 0.18446646 0.490448387 0.3712570914 0.0411596171 0.123638584
#> 55 -3.208912 0.50178279 0.301758992 0.4537139342 0.1169479286 -0.016772213
#> 56 -3.206022 -0.29643043 -0.287117698 0.0900799190 0.1765977568 0.047173149
#> 57 -3.362823 -0.48742001 -0.306631367 0.0858218148 0.1363471288 0.140015250
#> 58 -3.313622 -0.17762895 0.389296526 0.2895566667 -0.1014631761 0.064282138
#> 59 -3.069465 -0.27630981 0.298526020 -0.2719488557 0.0531472702 -0.208899246
#> 60 -3.418038 -0.34848190 0.054657506 -0.1731489594 0.0652802661 0.220398067
#> 61 -3.132345 0.12663801 0.342605868 -0.0492481586 -0.1416395470 0.190256397
#> 62 -3.396214 0.24176716 -0.228310805 0.1877071174 -0.0234123551 0.406702936
#> 63 -2.628351 0.72167907 0.272397773 0.1469024797 0.3202237930 0.078356539
#> 64 -3.083524 0.36718027 -0.377172275 -0.1269363501 -0.2367488638 -0.079567000
#> 65 -3.220611 0.46383991 0.062854176 0.3096703687 -0.0992048763 0.190477926
#> 66 -3.325947 -0.04785199 0.043691343 -0.0152498135 -0.1423992414 0.217833356
#> 67 -3.287385 -0.37713911 -0.254142964 -0.2754816167 0.0061074336 0.192154015
#> 68 -3.164295 0.06317586 -0.056067985 -0.1253534613 0.1735273252 0.047057253
#> 69 -3.331925 0.30608210 0.117013484 0.0680349849 0.0322380529 0.294055052
#> 70 -3.211363 -0.19267235 -0.025784397 -0.0953204803 -0.0230735121 0.010888945
#> 71 -2.995599 -0.03230156 0.044335682 -0.0242337029 0.1720406657 -0.150630075
#> 72 -3.085758 0.08118491 0.331216664 0.0201483556 0.0771011898 -0.004055963
#> 73 -3.120915 0.28729144 -0.036372301 0.0842176919 -0.2455258631 0.350366994
#> 74 -3.396699 -0.20307186 -0.096557835 -0.0737014008 -0.1608659136 0.215468874
#> 75 -3.154262 0.45273179 -0.127008758 -0.0657740013 -0.0605915534 0.038960633
#> 76 -2.952892 0.42839864 0.104047273 -0.5017274387 0.1178202200 0.015779230
#> 77 -3.372681 -0.22038405 -0.104423456 0.0262351452 -0.2358293105 0.294434020
#> 78 -3.335684 -0.12264601 -0.153799272 -0.0296584494 0.0886913244 0.127564952
#> 79 -3.432258 -0.37090105 0.132839287 -0.0512840823 -0.2152186856 0.271838209
#> 80 -3.332358 -0.39277276 -0.241950875 0.1556901254 0.1719239373 -0.223981680
#>
#> $variates$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> 1 -29.574621 -0.9427134434 -0.692383676 -0.273476984 -0.050203161 -0.348932687
#> 2 -10.897820 -0.2802057451 -0.309950293 -0.288629209 -0.388189271 -0.298946019
#> 3 -4.611641 -0.0478638671 -0.303717423 -0.393902182 -0.275212157 -0.669016600
#> 4 -6.774952 -0.1302497578 -0.133024396 -0.240429759 -0.184938047 -0.028246741
#> 5 -19.453094 -0.5794345686 -0.833513986 -1.043242759 -0.357160364 -0.988756094
#> 6 -7.704363 -0.1641977285 -0.020552824 -0.147761770 0.109509726 0.896111845
#> 7 -7.704363 -0.1633350659 0.083085375 -0.141754736 0.002842507 -0.116552492
#> 8 31.365033 1.2170411020 0.504534112 0.422868921 0.385881536 0.872254386
#> 9 -10.897820 -0.2707587354 -0.260166195 0.006774197 -0.123678684 -0.041161786
#> 10 -3.150350 -0.0139852392 -0.092846626 -0.111970440 -0.185748680 -0.005704166
#> 11 41.922330 1.5847254939 1.092695358 1.130381003 0.777940794 1.309727342
#> 12 -4.611641 -0.0423286492 0.360448058 0.363933855 0.337369943 0.257211703
#> 13 -7.704363 -0.1682383176 -0.356033324 -0.071032205 -0.008609431 0.259500039
#> 14 -21.855661 -0.6561648338 -0.245421156 -0.600454829 -0.231813002 -0.131105736
#> 15 -3.150350 -0.0006497938 -0.123014162 0.331353120 0.090929183 -0.252459412
#> 16 -3.150350 -0.0073356811 -0.275324810 -0.158018106 0.014017674 -0.231831632
#> 17 -10.897820 -0.2706169375 0.098056493 0.169035496 0.068843658 0.119842176
#> 18 -7.704363 -0.1536900880 0.097715815 0.537988303 0.359876707 0.549012549
#> 19 13.145951 0.5816900598 0.429192184 0.522223267 0.214091355 0.645239522
#> 20 -21.855661 -0.6593456321 -0.174695956 -0.484097985 -0.188995453 -0.118219560
#> 21 -8.692572 -0.1968636674 -0.070007450 0.060828222 -0.050490845 -0.419046678
#> 22 -5.770371 -0.0949896045 -0.089036614 0.197940617 0.195515802 0.025023879
#> 23 -7.704363 -0.1582063567 -0.247512663 -0.276881044 -0.290860596 -0.549414031
#> 24 -19.453094 -0.5834089725 -0.571682100 -1.212425834 -0.570558938 -1.099074872
#> 25 -21.855661 -0.6568405772 -0.084455871 0.041186340 0.174927972 0.116479029
#> 26 -3.150350 0.0017761105 0.354469634 0.102614915 0.110327302 0.555372980
#> 27 -8.692572 -0.2064203865 -0.458420737 -0.646652010 -0.330423319 -0.569441867
#> 28 -8.692572 -0.2089472213 -0.474689366 -0.610374633 -0.278779988 -0.640587180
#> 29 -7.704363 -0.1619063763 0.113239932 -0.124991497 -0.285041999 -0.696695425
#> 30 -4.611641 -0.0539596002 0.277101182 0.084039006 0.097732526 0.303762482
#> 31 45.840983 1.7413915125 1.124531723 1.440545178 0.677578761 0.828778859
#> 32 -9.767816 -0.2444536403 0.089846669 0.226807481 0.097633216 0.086012943
#> 33 -10.897820 -0.2713545274 0.028664827 0.377297207 -0.025705133 -0.020791022
#> 34 -14.633573 -0.4033421781 -0.202250343 -0.472292869 -0.278510671 -0.456808952
#> 35 26.117705 1.0165549899 0.480182556 0.659596043 0.472413218 0.891581484
#> 36 -19.453094 -0.5683895099 -0.407998268 -0.508907419 -0.279534004 -0.690282352
#> 37 33.898515 1.3108417095 0.812894854 0.538961022 0.340972134 0.416640926
#> 38 -10.897820 -0.2723994018 0.004029247 -0.248220367 -0.167738876 -0.760433767
#> 39 -3.150350 0.0030439709 0.358801644 0.286470733 0.125506547 0.274011322
#> 40 21.461719 0.8729375675 0.558753018 0.879644692 0.457830664 0.446379671
#> 41 -3.150350 -0.0021930616 0.091517834 -0.037593780 -0.159832387 -0.333774234
#> 42 -9.767816 -0.2457771876 -0.561247901 -0.529954205 -0.179686205 -0.534770111
#> 43 -6.774952 -0.1232289048 0.277555446 0.366343782 0.150786363 -0.384233105
#> 44 -19.453094 -0.5831961600 -0.403910814 -0.545670593 -0.448637250 -0.815234274
#> 45 -3.150350 0.0027006976 0.260078273 0.118753531 -0.002676968 0.339587040
#> 46 -18.213137 -0.5375404799 -0.545326052 -0.865504960 -0.170588693 -0.412770439
#> 47 -21.855661 -0.6614847154 -0.537746144 -0.566415195 -0.236294466 0.051852912
#> 48 -8.692572 -0.2090120644 -0.335381199 -0.457680571 -0.218352055 0.368260114
#> 49 -7.704363 -0.1668485396 -0.481658041 -0.571065888 -0.186776702 -0.531451639
#> 50 -1.959896 0.0404515995 -0.016566612 0.123904837 0.046168077 0.211021546
#> 51 -15.818701 -0.4447812238 -0.256262009 0.020204171 -0.082345249 -0.174767964
#> 52 9.334871 0.4338375394 -0.162489710 0.020308836 -0.096749592 0.047665172
#> 53 -6.774952 -0.1262436005 -0.249199649 -0.023144947 -0.178353977 -0.462405192
#> 54 38.925884 1.4971689023 1.037004078 0.761816507 0.230615094 0.467089732
#> 55 51.915070 1.9569688325 1.149562771 1.181711076 0.429863224 0.771471607
#> 56 -10.897820 -0.2730682470 0.018455575 0.425923228 0.198306668 0.053521859
#> 57 -21.855661 -0.6565183922 -0.133583745 0.241202383 0.091748151 -0.109955778
#> 58 -3.150350 0.0057963578 0.144901684 -0.340649687 -0.372120327 -0.667286996
#> 59 -9.767816 -0.2377996313 0.030422133 -0.373696533 -0.060079336 -0.279152579
#> 60 -19.453094 -0.5692641061 -0.174412751 -0.319289518 -0.086292168 -0.373691638
#> 61 -5.770371 -0.0936531454 -0.174024837 -0.720105574 -0.396123713 -0.627413590
#> 62 28.866668 1.1453718016 0.713826432 1.313197743 0.664572703 1.696180873
#> 63 36.394275 1.3853509714 0.524285200 0.351093225 0.120569281 -0.492234767
#> 64 -7.704363 -0.1640454487 -0.419655829 -0.059215690 0.039987274 0.682274330
#> 65 19.314095 0.8000096304 0.265566179 0.282550072 -0.016013824 0.205101942
#> 66 -3.150350 0.0062339106 0.042726593 -0.001344717 0.008210595 0.371318419
#> 67 -8.692572 -0.1918907692 0.146341838 0.558215637 0.492276368 1.198616799
#> 68 -9.767816 -0.2344330767 -0.235104062 -0.249549389 -0.073334439 -0.608621071
#> 69 23.680432 0.9589717095 0.515767448 0.555803109 0.288014288 0.630599098
#> 70 -19.453094 -0.5766013078 -0.303294853 -0.386807877 -0.172115665 -0.367453400
#> 71 -19.453094 -0.5842611905 -0.436035135 -0.669564738 -0.381051055 -1.363610426
#> 72 17.199321 0.7201451166 0.504763545 0.241898275 0.130937513 0.132729832
#> 73 -8.692572 -0.1978006607 -0.383211359 -0.483441530 -0.335187886 -0.221055685
#> 74 -9.767816 -0.2261824485 -0.018256820 0.109139849 0.107962964 0.662779511
#> 75 -7.704363 -0.1615341671 -0.485255673 -0.499342369 -0.256010753 -0.481792888
#> 76 15.188773 0.6440513126 0.170360544 0.092430736 0.350834822 0.574481825
#> 77 -19.453094 -0.5708743469 -0.276879095 -0.240377247 -0.157427627 0.193294076
#> 78 -8.692572 -0.1901761013 -0.053347181 0.140015120 0.100187794 0.028343772
#> 79 -10.897820 -0.2650365923 0.083630434 -0.068589747 -0.010218541 0.505414064
#> 80 -8.692572 -0.1902941728 0.159953326 0.560194066 0.238848970 0.164999166
#>
#>
#> $loadings
#> $loadings$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> X1 -0.13417910 -0.0810928240 -0.2588227446 0.0254721130 0.092127221
#> X2 -0.09899242 0.0451247002 -0.0617443297 0.0881461530 -0.278415329
#> X3 -0.08609161 0.1301287252 -0.0547557988 0.0044870369 -0.054797484
#> X4 -0.10463294 0.0363037921 -0.0038154877 -0.0284352330 -0.128376778
#> X5 -0.08222501 0.1308320841 -0.1757255449 -0.2012484814 0.103474609
#> X6 -0.12238388 -0.0342967550 -0.0104799015 -0.1998295614 -0.028167021
#> X7 -0.12442816 -0.0421948606 0.0950675059 -0.1019430427 0.037773052
#> X8 -0.04358000 0.2409942881 0.0251253482 -0.1096608202 0.113450720
#> X9 -0.11719117 0.0142392629 -0.1194349343 0.1165137131 -0.117795630
#> X10 -0.08819384 0.0505408134 -0.0261191413 0.0230407592 -0.185626931
#> X11 -0.05494189 0.1642248367 0.1761451830 -0.0001427674 0.283026354
#> X12 -0.15095476 -0.1010213335 0.1300318059 -0.0108283188 0.231386886
#> X13 -0.09331068 0.0648585175 -0.1936792989 0.0211397714 -0.014942904
#> X14 -0.14592628 -0.0847459499 0.0617007598 -0.1849407011 -0.071600368
#> X15 -0.10318964 0.0479718699 -0.1390212798 0.1950326427 0.069547417
#> X16 -0.08194248 0.1035118460 -0.1354234703 -0.0353660942 0.096305049
#> X17 -0.14342974 -0.0902619354 0.0567295070 0.0574910582 0.027998410
#> X18 -0.14596568 -0.0828166725 -0.0694010841 0.1089182261 0.160303309
#> X19 -0.10091505 0.0663471490 0.0579660007 0.0722283054 -0.036509676
#> X20 -0.14837286 -0.1076192672 0.0861772210 -0.1399951776 -0.044830299
#> X21 -0.11936047 -0.0142193073 -0.0203225913 0.0917707918 -0.007731787
#> X22 -0.11160075 0.0097730909 -0.0924280545 0.0568770654 0.175263061
#> X23 -0.10086192 0.0711936354 -0.0380108130 0.0555627654 -0.131443957
#> X24 -0.09311301 0.0685717793 0.0277555290 -0.2712731914 -0.107480544
#> X25 -0.16676427 -0.1661647759 -0.0004458019 -0.0305588317 0.166773921
#> X26 -0.13722606 -0.0796762515 0.1708213249 -0.0986331304 -0.027943553
#> X27 -0.07359817 0.1252385455 -0.0838875037 -0.0943632758 -0.063033790
#> X28 -0.07360061 0.1166085875 -0.1220364930 -0.1197144220 -0.051795085
#> X29 -0.12262891 -0.0318457753 0.1545341361 0.0703093010 -0.167408988
#> X30 -0.13201808 -0.0742720621 0.1404164781 -0.0745630445 0.006071433
#> X31 -0.06414423 0.1991926524 0.1227714423 0.2187823844 0.140490642
#> X32 -0.12902230 -0.0895564350 0.0284014590 0.0684063284 0.027820928
#> X33 -0.14151757 -0.0837387073 -0.0300317622 0.2191395802 -0.133961520
#> X34 -0.12269656 -0.0108040456 0.0568806839 -0.0663275393 -0.070929205
#> X35 -0.04748560 0.1706822373 -0.0139553223 0.0071307422 0.157994970
#> X36 -0.12655892 0.0004581955 -0.0287767426 -0.0173742981 0.002169258
#> X37 -0.05852168 0.1940616684 0.1984056865 -0.0608097132 0.092031364
#> X38 -0.12625357 -0.0332192004 0.1210051123 -0.0187534100 0.015771408
#> X39 -0.14037740 -0.0862580040 0.1400696708 0.0106466430 -0.021124807
#> X40 -0.08854953 0.0987945450 0.0055951430 0.1287372706 0.121890159
#> X41 -0.10980606 0.0113376841 0.0823317215 0.0411508828 -0.125616789
#> X42 -0.07294154 0.1258816906 -0.1865865405 -0.0861339086 0.050164356
#> X43 -0.14418532 -0.0916109445 0.1231973850 0.1322097877 0.149271686
#> X44 -0.11339858 -0.0079250920 -0.0144530646 0.0174676414 -0.194541407
#> X45 -0.12905171 -0.0442641086 0.1343132428 0.0082237618 -0.087958125
#> X46 -0.10176317 0.0453720935 -0.0748579060 -0.2817049506 0.133880948
#> X47 -0.12320814 -0.0140108564 -0.1278215329 -0.1128146214 -0.101254552
#> X48 -0.08686119 0.0648520781 -0.0876983679 -0.1247036282 -0.173219447
#> X49 -0.07564206 0.1364260070 -0.1323548635 -0.1156443483 0.060374599
#> X50 -0.10444500 0.0367010854 -0.0467003581 0.0461058521 -0.006264080
#> X51 -0.13075795 -0.0360061668 -0.0859601592 0.1385508227 -0.015416159
#> X52 -0.05188942 0.2097273488 -0.1456123611 0.0787729570 -0.110899573
#> X53 -0.10240586 0.0630050375 -0.1122336168 0.1344837015 -0.112109640
#> X54 -0.06485722 0.1975128473 0.2931370735 0.0902682274 -0.064513603
#> X55 -0.04129577 0.2842514320 0.1940470865 0.1848389617 -0.035666796
#> X56 -0.14092130 -0.0875767957 -0.0582077975 0.1577472553 0.098249790
#> X57 -0.16468925 -0.1559770517 -0.0568408931 0.1470293228 0.073302100
#> X58 -0.11109182 0.0341477931 0.2196548439 -0.0017911456 -0.175456868
#> X59 -0.12206988 -0.0385340018 0.1276798533 -0.1864865991 0.058938852
#> X60 -0.14798295 -0.0862657246 0.0382109915 -0.0814642691 0.064265085
#> X61 -0.08925777 0.0960873154 0.1023125631 -0.1605701822 -0.115041753
#> X62 -0.09543115 0.1116374289 -0.0598142333 0.1956377018 0.042832895
#> X63 -0.01047282 0.3235945087 0.1081955932 0.0629693185 0.110178659
#> X64 -0.09506963 0.0764534281 -0.2520219697 -0.0072794877 -0.041631546
#> X65 -0.06347011 0.2072872385 0.0225151847 0.1089572457 -0.114017765
#> X66 -0.11840415 0.0140081772 0.0121176647 -0.0391292547 -0.059903234
#> X67 -0.15391225 -0.1247945272 -0.0743952753 0.0054952188 0.172057603
#> X68 -0.10632143 0.0386030161 -0.0378651245 -0.0144586304 0.116986085
#> X69 -0.07897764 0.1628287515 0.0571663691 0.0385742416 0.035422657
#> X70 -0.13096828 -0.0489081139 -0.0151436450 -0.0493795801 0.002943223
#> X71 -0.10800077 0.0082445830 -0.0029060452 -0.0484636510 0.008099737
#> X72 -0.08353687 0.1085962083 0.1617235004 -0.0483940125 0.014299798
#> X73 -0.08753841 0.1052640676 -0.0680813766 -0.0128137761 -0.139930490
#> X74 -0.13830148 -0.0509814603 -0.0285518823 -0.0069503609 -0.008450789
#> X75 -0.07919813 0.1435625176 -0.1355299989 -0.0302928177 -0.017584055
#> X76 -0.06691979 0.1597854127 -0.0460391387 -0.2034129536 0.211418844
#> X77 -0.14191134 -0.0671496128 -0.0471545695 -0.0110422089 -0.115811647
#> X78 -0.12915708 -0.0245784132 -0.0438335338 0.0544963196 0.079663012
#> X79 -0.14741792 -0.0831043244 0.0757779660 -0.0867997465 -0.092386493
#> X80 -0.14950550 -0.1041265013 -0.0115867315 0.1835189598 0.082276945
#> comp 6
#> X1 -0.1336307053
#> X2 -0.0122940030
#> X3 -0.0767173552
#> X4 0.0377137779
#> X5 -0.0923222549
#> X6 0.0898657964
#> X7 -0.0840843029
#> X8 0.1066576443
#> X9 -0.0370203954
#> X10 -0.0270576134
#> X11 0.1781136377
#> X12 0.0650769138
#> X13 0.1323241931
#> X14 0.0052383194
#> X15 -0.0671217830
#> X16 -0.1099628812
#> X17 0.0936945589
#> X18 0.0368423661
#> X19 0.1209065181
#> X20 0.0325482266
#> X21 -0.1902675362
#> X22 -0.0112257474
#> X23 -0.0447764303
#> X24 -0.1858837624
#> X25 -0.0111746726
#> X26 0.0779882963
#> X27 0.0077403383
#> X28 -0.2038200759
#> X29 -0.1687873382
#> X30 -0.0080597096
#> X31 -0.0864835405
#> X32 -0.0262069376
#> X33 -0.0744022184
#> X34 0.0887574625
#> X35 0.0837333271
#> X36 0.0511778097
#> X37 -0.0873763518
#> X38 -0.1620643431
#> X39 -0.0820032865
#> X40 -0.1950725033
#> X41 -0.1469618711
#> X42 -0.0801825631
#> X43 -0.0645613592
#> X44 -0.2181577760
#> X45 0.1124515724
#> X46 -0.0326589867
#> X47 0.0237674094
#> X48 0.1261157367
#> X49 -0.0564420838
#> X50 0.1297840930
#> X51 0.1105252794
#> X52 0.0064697271
#> X53 -0.1773947392
#> X54 0.0715997440
#> X55 0.0082629551
#> X56 -0.0459686182
#> X57 -0.0178063227
#> X58 0.0150382097
#> X59 -0.1148119107
#> X60 -0.0065571049
#> X61 0.0317935816
#> X62 0.2437883263
#> X63 -0.1169021400
#> X64 0.1462369560
#> X65 0.1305480447
#> X66 0.1205688176
#> X67 0.1762491093
#> X68 -0.0648744098
#> X69 0.1224217546
#> X70 -0.0009996912
#> X71 -0.2481144144
#> X72 -0.0520419416
#> X73 0.2076202581
#> X74 0.2028623768
#> X75 0.0357749318
#> X76 0.0042095280
#> X77 0.1664822516
#> X78 0.0204731585
#> X79 0.1597076490
#> X80 -0.0829840988
#>
#> $loadings$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> Y 0.0501893 1.413734 1.789591 1.283919 2.174388 0.8819499
#>
#>
#> $names
#> $names$X
#> [1] "X1" "X2" "X3" "X4" "X5" "X6" "X7" "X8" "X9" "X10" "X11" "X12"
#> [13] "X13" "X14" "X15" "X16" "X17" "X18" "X19" "X20" "X21" "X22" "X23" "X24"
#> [25] "X25" "X26" "X27" "X28" "X29" "X30" "X31" "X32" "X33" "X34" "X35" "X36"
#> [37] "X37" "X38" "X39" "X40" "X41" "X42" "X43" "X44" "X45" "X46" "X47" "X48"
#> [49] "X49" "X50" "X51" "X52" "X53" "X54" "X55" "X56" "X57" "X58" "X59" "X60"
#> [61] "X61" "X62" "X63" "X64" "X65" "X66" "X67" "X68" "X69" "X70" "X71" "X72"
#> [73] "X73" "X74" "X75" "X76" "X77" "X78" "X79" "X80"
#>
#> $names$Y
#> [1] "Y"
#>
#> $names$indiv
#> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15"
#> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
#> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45"
#> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
#> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75"
#> [76] "76" "77" "78" "79" "80"
#>
#>
#> attr(,"class")
#> [1] "pls"
#>
#> $XplanScal
#> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264
#> 0.5025253 0.5006325 0.5025253 0.4929888 0.5017375 0.5025253 0.5025253
#> D5S346 D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305
#> 0.5025253 0.4871774 0.5031546 0.5017375 0.5029973 0.5017375 0.4929888
#> D1S207 D2S138 D16S422 D9S179 D10S191 D4S394 D1S197
#> 0.4992082 0.5029973 0.5006325 0.5029973 0.5029973 0.5029973 0.5006325
#> D6S264 D14S65 D17S790 D5S430 D3S1283 D4S414 D8S283
#> 0.5006325 0.4974619 0.4974619 0.5025253 0.5017375 0.5025253 0.5029973
#> D11S916 D2S159 D16S408 D6S275 D10S192 sexe Agediag
#> 0.5029973 0.4929888 0.4974619 0.5029973 0.4953901 0.4611488 13.5030421
#> Siege T N M STADE
#> 0.7458747 0.8999824 0.7778581 0.4357447 1.2143003
#>
#> $XplanCent
#> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264 D5S346
#> 0.52500 0.45000 0.47500 0.60000 0.53750 0.47500 0.52500 0.47500
#> D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305 D1S207 D2S138
#> 0.37500 0.50000 0.46250 0.51250 0.46250 0.40000 0.43750 0.48750
#> D16S422 D9S179 D10S191 D4S394 D1S197 D6S264 D14S65 D17S790
#> 0.45000 0.51250 0.51250 0.51250 0.45000 0.55000 0.42500 0.42500
#> D5S430 D3S1283 D4S414 D8S283 D11S916 D2S159 D16S408 D6S275
#> 0.47500 0.46250 0.52500 0.51250 0.48750 0.40000 0.57500 0.48750
#> D10S192 sexe Agediag Siege T N M STADE
#> 0.41250 0.70000 64.23634 1.77500 2.51250 0.55000 0.25000 2.36250
#>
#> $CoeffCFull
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 3.045945 -0.8884137 -2.124145 -0.5205635 -4.105752 -3.336128
#> [2,] NA 4.1304484 5.680698 4.5820646 5.823453 5.468963
#> [3,] NA NA 6.864976 6.7411907 6.551200 6.315198
#> [4,] NA NA NA 2.6263228 3.384699 3.297788
#> [5,] NA NA NA NA 9.651196 10.610600
#> [6,] NA NA NA NA NA 2.424114
#>
#> $kernDKplsDR_mod
#> Gaussian Radial Basis kernel function.
#> Hyperparameter : sigma = 0.0131723816957016
#>
(cox_DKplsDR_fit=coxDKplsDR(~X_train_micro,Y_train_micro,C_train_micro,ncomp=6,allres=TRUE))
#> Kernel : rbfdot
#> Estimated_sigma 0.0129661
#> $tt_DKplsDR
#> dim.1 dim.2 dim.3 dim.4 dim.5 dim.6
#> 1 -3.071871 -0.06505487 -0.494677716 -0.1902035091 0.0909127157 -0.214239481
#> 2 -3.057605 0.11040826 -0.103027816 0.3725838241 -0.2628163580 -0.187360493
#> 3 -3.317888 0.33492555 -0.021316326 0.0731692400 -0.0022814249 -0.107802730
#> 4 -3.158920 0.03768093 0.039991184 0.0745471075 -0.1721862712 -0.001423018
#> 5 -3.186149 0.47474606 -0.082631442 -0.4367118991 0.0426966269 -0.136692903
#> 6 -3.131024 -0.13749446 0.086692289 -0.3324709146 -0.2552464493 -0.240569014
#> 7 -3.154822 -0.26856461 0.184932031 -0.1462730126 0.0503536064 -0.116068401
#> 8 -2.971727 0.57693202 0.200845626 -0.2313422568 0.0298590267 0.165423503
#> 9 -3.323447 0.05841014 -0.264732748 0.2158204840 -0.1051722350 -0.219663854
#> 10 -2.808563 0.10228525 -0.012712292 0.2052791663 -0.1809573738 -0.135457428
#> 11 -2.769209 0.20045441 0.280570323 -0.1912182318 0.2408230518 0.325810315
#> 12 -3.469272 -0.49760772 0.098280635 -0.2103402905 0.2292927870 0.258574581
#> 13 -3.018397 0.28254989 -0.304117788 -0.0567670056 -0.1141405962 0.251337670
#> 14 -3.423288 -0.34470438 0.186083718 -0.2051928312 -0.1771010451 -0.133670803
#> 15 -3.184920 0.15519487 -0.360869745 0.1748949605 0.1935522845 0.101271559
#> 16 -2.997404 0.34077299 -0.160509934 -0.1815116575 0.1073026888 -0.244153878
#> 17 -3.325653 -0.39423664 -0.024222422 0.0510962967 0.0191124470 0.206088159
#> 18 -3.426623 -0.27660872 -0.288147416 -0.0748206873 0.1339265770 -0.045790070
#> 19 -3.291324 0.03812327 0.053653568 0.1593505633 -0.0476831662 0.277834490
#> 20 -3.333192 -0.43737176 0.172758306 -0.1624050328 -0.1395982700 -0.075725218
#> 21 -3.199325 -0.10910771 -0.113777153 0.1463176049 0.1202509599 -0.341598270
#> 22 -3.147325 0.01757070 -0.231212456 -0.1359938280 0.1826551423 -0.019427102
#> 23 -3.301601 0.15375674 -0.049173786 0.2170276718 -0.0655332206 0.015855369
#> 24 -3.072709 0.13977089 0.299565410 -0.2428436257 -0.1220606627 -0.372097442
#> 25 -3.403262 -0.54837283 -0.114291673 -0.2577242730 0.1249071339 -0.036676929
#> 26 -3.250785 -0.44724262 0.280001989 -0.0839606085 -0.1153363069 -0.013061710
#> 27 -2.931492 0.37383547 0.007374331 -0.0858067009 -0.0982190985 0.081011482
#> 28 -2.860685 0.39188088 -0.036042765 -0.1379538141 -0.0160918383 -0.301293404
#> 29 -3.194643 -0.30573095 0.201848057 0.3592512184 0.0012957000 -0.247596268
#> 30 -3.142394 -0.40534576 0.216331876 -0.0814609007 -0.0262489300 -0.117723977
#> 31 -3.265349 0.31564122 0.089451257 0.2910988550 0.3399921820 -0.042277531
#> 32 -2.932359 -0.35880195 -0.073735961 0.0609803574 0.0624768316 -0.008716674
#> 33 -3.305034 -0.30765533 -0.242765991 0.4210586891 -0.0150600314 -0.094888400
#> 34 -3.323209 -0.14663200 0.136112454 0.0004215608 -0.0917843690 0.346707961
#> 35 -2.569851 0.40874280 0.006576126 -0.1427953136 0.1066768748 0.101772266
#> 36 -3.494796 -0.05182315 -0.043129158 -0.0354499009 0.0008797736 0.303935817
#> 37 -3.079474 0.28013405 0.425860696 -0.0378015764 0.1713088410 -0.157234311
#> 38 -3.276396 -0.27757909 0.181202449 0.0348079674 0.1408361684 -0.164692496
#> 39 -3.286172 -0.45120398 0.152579881 0.0739626168 0.0149093103 -0.316662626
#> 40 -3.180690 0.16455835 -0.073056928 0.1023539323 0.2759833569 -0.315758299
#> 41 -3.140994 -0.11892078 0.118391323 0.2347205265 -0.0213843803 -0.311480481
#> 42 -2.898886 0.46476457 -0.180073046 -0.2263393135 0.0374338194 -0.011452312
#> 43 -3.354469 -0.47477402 0.013249396 0.1086383230 0.3047479773 0.131524844
#> 44 -3.077585 -0.07247795 -0.012062287 0.2159230951 -0.1145100337 -0.593262478
#> 45 -3.277070 -0.32643528 0.173992591 0.1237756991 -0.1394703893 0.017883458
#> 46 -3.124610 0.15254387 0.077796167 -0.5755853379 -0.0052405376 -0.130375767
#> 47 -3.276028 0.01926617 -0.129714264 -0.1642800247 -0.2559376446 -0.268213814
#> 48 -2.858311 0.21546445 -0.005539645 -0.0854232653 -0.3665316824 -0.126712985
#> 49 -3.058968 0.44225306 -0.069985519 -0.2535615549 0.0279380317 -0.093457069
#> 50 -3.151851 0.06084274 -0.105838225 0.0451125800 -0.0402317366 0.359541700
#> 51 -3.341647 -0.12005487 -0.270787107 0.1582100051 -0.0124903172 0.335521356
#> 52 -2.939996 0.63812995 -0.176812172 0.1853645265 -0.1149644341 -0.148919003
#> 53 -3.271997 0.18885274 -0.232397531 0.2781788196 0.0117515519 -0.313743559
#> 54 -3.300624 0.18142497 0.488406086 0.3727065727 0.0416807220 0.124625164
#> 55 -3.264357 0.49809802 0.299563843 0.4540009199 0.1166701166 -0.017696713
#> 56 -3.257124 -0.29552541 -0.286954819 0.0875969215 0.1746783044 0.048426637
#> 57 -3.412766 -0.48613667 -0.306800063 0.0836229509 0.1348198876 0.141243340
#> 58 -3.365581 -0.17901691 0.388057030 0.2922074282 -0.0991386782 0.065694209
#> 59 -3.120421 -0.27657505 0.299033720 -0.2715687839 0.0531509341 -0.207507973
#> 60 -3.468637 -0.34725718 0.054816658 -0.1734818673 0.0646987790 0.222747386
#> 61 -3.185138 0.12623210 0.342757689 -0.0471071655 -0.1400602434 0.191465296
#> 62 -3.449592 0.24050424 -0.228505227 0.1867141276 -0.0243450151 0.404733763
#> 63 -2.683332 0.72021425 0.270991335 0.1453666963 0.3188638946 0.081155543
#> 64 -3.137410 0.36653077 -0.375922666 -0.1264488771 -0.2375269483 -0.084900443
#> 65 -3.275385 0.46148364 0.061935712 0.3101346960 -0.0986470787 0.189504697
#> 66 -3.378001 -0.04803946 0.043528271 -0.0136814849 -0.1409165663 0.216877021
#> 67 -3.338054 -0.37602814 -0.254571164 -0.2785407350 0.0023319619 0.188734227
#> 68 -3.217155 0.06312300 -0.055859755 -0.1261716158 0.1728658919 0.048521708
#> 69 -3.385951 0.30445843 0.116374830 0.0686173164 0.0316489989 0.293157907
#> 70 -3.263072 -0.19198041 -0.025545230 -0.0956599139 -0.0230530791 0.011395523
#> 71 -3.047995 -0.03242669 0.045021835 -0.0233781596 0.1736742323 -0.144612805
#> 72 -3.138492 0.08049280 0.330337195 0.0201417448 0.0781783233 -0.002565932
#> 73 -3.174357 0.28641162 -0.035687823 0.0857714329 -0.2449349362 0.348478999
#> 74 -3.448445 -0.20299654 -0.096355145 -0.0734846908 -0.1623114313 0.211994646
#> 75 -3.208850 0.45174095 -0.126766011 -0.0658825928 -0.0612248325 0.037343414
#> 76 -3.006946 0.42759504 0.106026506 -0.5010146600 0.1150646076 0.016350959
#> 77 -3.423379 -0.21961399 -0.104286108 0.0276512462 -0.2347721403 0.292552882
#> 78 -3.387385 -0.12228593 -0.154445325 -0.0308932849 0.0873803526 0.126629921
#> 79 -3.482114 -0.36960516 0.132896089 -0.0489150449 -0.2135835148 0.270325869
#> 80 -3.382862 -0.39245197 -0.242911070 0.1529928892 0.1702313245 -0.224841533
#>
#> $cox_DKplsDR
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.319e+00 3.618e-02 2.290e+00 -1.450 0.147184
#> dim.2 5.453e+00 2.335e+02 1.657e+00 3.291 0.000998
#> dim.3 6.273e+00 5.303e+02 2.128e+00 2.947 0.003205
#> dim.4 3.265e+00 2.619e+01 1.567e+00 2.084 0.037136
#> dim.5 1.051e+01 3.650e+04 3.395e+00 3.094 0.001976
#> dim.6 2.402e+00 1.104e+01 1.680e+00 1.430 0.152860
#>
#> Likelihood ratio test=59.7 on 6 df, p=5.176e-11
#> n= 80, number of events= 17
#>
#> $DKplsDR_mod
#> $call
#> pls(X = new("kernelMatrix", .Data = c(1, 0.310508541212005, 0.420606944487849,
#> 0.302184592272297, 0.511160371531992, 0.248755230845373, 0.381690964331512,
#> 0.28062049709083, 0.492534416652408, 0.381904500226411, 0.333150801604623,
#> 0.311578969503779, 0.279016472084962, 0.274323453720263, 0.490633262737386,
#> 0.425827027554208, 0.254024916118225, 0.539778754947385, 0.312242273683379,
#> 0.363240655230158, 0.459128251357836, 0.3639256231387, 0.284835714579865,
#> 0.340600156055929, 0.331462300016906, 0.315117696313495, 0.21269510076551,
#> 0.321951573681342, 0.28917980319848, 0.264469224236029, 0.395381074626124,
#> 0.267000716215322, 0.349506179437919, 0.28579613099272, 0.345944311550717,
#> 0.36075277429881, 0.325685926456918, 0.31831822283298, 0.328771115285234,
#> 0.392605501228648, 0.255817112632654, 0.424740291946004, 0.333448620378974,
#> 0.354046324979597, 0.294350751211057, 0.298859174878562, 0.448490052156994,
#> 0.255365686989935, 0.419758302898944, 0.39122499021206, 0.399751749167127,
#> 0.305637193509789, 0.472817168429147, 0.265021056419351, 0.330682426517013,
#> 0.520676295909414, 0.498697939394259, 0.259350530849492, 0.365839537516717,
#> 0.290859910261681, 0.23493965197379, 0.350199006892144, 0.267090267588263,
#> 0.413502049750021, 0.389052256357526, 0.347719372470968, 0.363876188212062,
#> 0.441485587457958, 0.445629606787581, 0.307046685146077, 0.338805205450792,
#> 0.293979643630029, 0.278741836046595, 0.322476764498076, 0.370457285393889,
#> 0.354107345959218, 0.250578532379815, 0.333967689987524, 0.252357638884691,
#> 0.39086183959949, 0.310508541212005, 1, 0.491913352389144, 0.443418314187352,
#> 0.308485684668339, 0.246301061155836, 0.278611362683303, 0.282176162818177,
#> 0.454667549651055, 0.55418512018534, 0.175901777308958, 0.238814541179951,
#> 0.358914856179265, 0.34789191955196, 0.350080481392821, 0.339153503314649,
#> 0.334611311261941, 0.339218443766941, 0.347180921270408, 0.284808630479034,
#> 0.456769513426516, 0.31611814839732, 0.432449197562992, 0.299324675486591,
#> 0.234534713363675, 0.257510257908638, 0.260572050045674, 0.234328260710837,
#> 0.379709667755367, 0.310297761271355, 0.418417869077922, 0.425688229269365,
#> 0.485532393312569, 0.279911582005439, 0.216748090662009, 0.329498177028406,
#> 0.261971594818358, 0.262963593948552, 0.333570715083473, 0.35121147418203,
#> 0.415886489352086, 0.234084915750661, 0.328895336608347, 0.42764294452358,
#> 0.328700729677489, 0.203165077758057, 0.420335103506883, 0.390584184603581,
#> 0.293753399881762, 0.356518195530588, 0.422838476627699, 0.510083437629175,
#> 0.394833765891186, 0.459337264860909, 0.505978521772155, 0.319791825518685,
#> 0.374109837555164, 0.463123185226659, 0.219890841973281, 0.24842451750652,
#> 0.29015453144918, 0.43831414783008, 0.253941921943957, 0.502844671122728,
#> 0.503101269604174, 0.350873282526491, 0.310602765655092, 0.288055396993144,
#> 0.422878959839591, 0.284244760166249, 0.3355270755894, 0.227476593810417,
#> 0.378710684445273, 0.470751773097736, 0.431189952383723, 0.218189461384786,
#> 0.394572617801708, 0.395356475495531, 0.359665208578591, 0.417821607390498,
#> 0.420606944487849, 0.491913352389144, 1, 0.386874295115077, 0.475514567691107,
#> 0.279252521778181, 0.322312397810172, 0.484600580629311, 0.444091928084687,
#> 0.390503066095019, 0.263546250032426, 0.355765256022532, 0.358336409934326,
#> 0.384633540994351, 0.415771850652558, 0.349472979774708, 0.285666072625783,
#> 0.361570660713958, 0.42726952265604, 0.342001135616519, 0.418502742001953,
#> 0.400694039705465, 0.473813310649493, 0.420678434058875, 0.384249794484473,
#> 0.33441194574373, 0.305767333239714, 0.463808380780044, 0.368861663166818,
#> 0.272031159867595, 0.527788753519376, 0.314483746172894, 0.356859682117041,
#> 0.313661993223707, 0.282639503453358, 0.43322907245355, 0.412560197240411,
#> 0.325469451373492, 0.286417329058359, 0.478370104250214, 0.32909043434249,
#> 0.396565379582152, 0.34027617644325, 0.391220568715868, 0.324943532264644,
#> 0.351437030877927, 0.486263165738905, 0.306187540652679, 0.331504646163358,
#> 0.324162244270894, 0.347145176951639, 0.479602043084301, 0.389948614192607,
#> 0.395298933040846, 0.497957021771167, 0.363799091246949, 0.342120948970256,
#> 0.285162303450613, 0.306893967779847, 0.361559292490078, 0.408983608903054,
#> 0.402292956915657, 0.451178560746882, 0.470896317905, 0.457733523464398,
#> 0.581915377729356, 0.470307426221395, 0.395357497961494, 0.508826935227972,
#> 0.318612849287092, 0.341087495069318, 0.381566097185367, 0.35453746906382,
#> 0.447075345656882, 0.448190991980791, 0.338963196002371, 0.381839362547648,
#> 0.521237643530693, 0.354641405047429, 0.353575584330457, 0.302184592272297,
#> 0.443418314187352, 0.386874295115077, 1, 0.366187943641637, 0.292114304683112,
#> 0.403945140824283, 0.373308185875706, 0.353234459062841, 0.352230282903723,
#> 0.276282236820209, 0.348031755519099, 0.276364331436259, 0.306207854607169,
#> 0.36063089860357, 0.29804588528494, 0.293311977846766, 0.354149491436262,
#> 0.420025918638144, 0.301496458874441, 0.384229165365936, 0.225693229964265,
#> 0.378113715420895, 0.389206984663944, 0.248408081487142, 0.392881319780638,
#> 0.289538211075491, 0.289905025044327, 0.286982319479601, 0.341147484752266,
#> 0.291179362466799, 0.429007539624316, 0.341610366520608, 0.34843344864123,
#> 0.278522990131366, 0.345954429878337, 0.323567598181959, 0.301064111006211,
#> 0.246723928371069, 0.337473439686646, 0.506137961092374, 0.338968935918931,
#> 0.384903318472442, 0.30402647210544, 0.317350323779228, 0.332857139770664,
#> 0.38609382392613, 0.496279503473054, 0.283496727057103, 0.433343556746476,
#> 0.558342551478461, 0.300054789771887, 0.305093616971296, 0.464652079061605,
#> 0.439829710931962, 0.475024778761049, 0.364443763122665, 0.371683955720348,
#> 0.347003668807479, 0.354859326717864, 0.394313983078609, 0.429556365436587,
#> 0.360701165767563, 0.361712814195672, 0.488134989289724, 0.376962085342243,
#> 0.416302808516605, 0.309111394077014, 0.406075732265046, 0.376720368960841,
#> 0.474504752944089, 0.280039991482911, 0.335407178080252, 0.526492157513345,
#> 0.345230701059977, 0.321205446686735, 0.45984532571634, 0.338972077222543,
#> 0.385624216851535, 0.30449869632198, 0.511160371531992, 0.308485684668339,
#> 0.475514567691107, 0.366187943641637, 1, 0.389213931454096, 0.34885117206996,
#> 0.445469638737603, 0.324052776186888, 0.354231997211378, 0.380129054112062,
#> 0.349023791030265, 0.340198969941784, 0.37280577231652, 0.331590836564619,
#> 0.59249387868665, 0.283754662256354, 0.405033827166152, 0.371613487024013,
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#> 0.497554398479684, 0.317868618709979, 1)), Y = c(`1` = -1.48432960272689,
#> `2` = -0.546953975803827, `3` = -0.231455024943138, `4` = -0.340030131930231,
#> `5` = -0.976337221215795, `6` = -0.386676603514146, `7` = -0.386676603514146,
#> `8` = 1.57418914279605, `9` = -0.546953975803827, `10` = -0.158113883008419,
#> `11` = 2.10405253987611, `12` = -0.231455024943138, `13` = -0.386676603514146,
#> `14` = -1.09692040255042, `15` = -0.158113883008419, `16` = -0.158113883008419,
#> `17` = -0.546953975803827, `18` = -0.386676603514146, `19` = 0.659786090690449,
#> `20` = -1.09692040255042, `21` = -0.436274136565358, `22` = -0.28961087492437,
#> `23` = -0.386676603514146, `24` = -0.976337221215795, `25` = -1.09692040255042,
#> `26` = -0.158113883008419, `27` = -0.436274136565358, `28` = -0.436274136565358,
#> `29` = -0.386676603514146, `30` = -0.231455024943138, `31` = 2.30072697072586,
#> `32` = -0.490239861940916, `33` = -0.546953975803827, `34` = -0.73444881503344,
#> `35` = 1.31082938694368, `36` = -0.976337221215795, `37` = 1.70134282314234,
#> `38` = -0.546953975803827, `39` = -0.158113883008419, `40` = 1.0771486960837,
#> `41` = -0.158113883008419, `42` = -0.490239861940916, `43` = -0.340030131930231,
#> `44` = -0.976337221215795, `45` = -0.158113883008419, `46` = -0.914104649757265,
#> `47` = -1.09692040255042, `48` = -0.436274136565358, `49` = -0.386676603514146,
#> `50` = -0.0983658134866668, `51` = -0.793929564138479, `52` = 0.468510675262855,
#> `53` = -0.340030131930231, `54` = 1.9536629749367, `55` = 2.60558117688699,
#> `56` = -0.546953975803827, `57` = -1.09692040255042, `58` = -0.158113883008419,
#> `59` = -0.490239861940916, `60` = -0.976337221215795, `61` = -0.28961087492437,
#> `62` = 1.4487979466996, `63` = 1.82660326764499, `64` = -0.386676603514146,
#> `65` = 0.969360944759548, `66` = -0.158113883008419, `67` = -0.436274136565358,
#> `68` = -0.490239861940916, `69` = 1.18850435510435, `70` = -0.976337221215795,
#> `71` = -0.976337221215795, `72` = 0.863221936022845, `73` = -0.436274136565358,
#> `74` = -0.490239861940916, `75` = -0.386676603514146, `76` = 0.762313939494724,
#> `77` = -0.976337221215795, `78` = -0.436274136565358, `79` = -0.546953975803827,
#> `80` = -0.436274136565358), ncomp = 6, mode = "regression", scale.X = FALSE,
#> scale.Y = FALSE)
#>
#> $X
#> An object of class "kernelMatrix"
#> 1 2 3 4 5 6 7
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#> 2 0.3105085 1.0000000 0.4919134 0.4434183 0.3084857 0.2463011 0.2786114
#> 3 0.4206069 0.4919134 1.0000000 0.3868743 0.4755146 0.2792525 0.3223124
#> 4 0.3021846 0.4434183 0.3868743 1.0000000 0.3661879 0.2921143 0.4039451
#> 5 0.5111604 0.3084857 0.4755146 0.3661879 1.0000000 0.3892139 0.3488512
#> 6 0.2487552 0.2463011 0.2792525 0.2921143 0.3892139 1.0000000 0.3179967
#> 7 0.3816910 0.2786114 0.3223124 0.4039451 0.3488512 0.3179967 1.0000000
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#> 26 0.3151177 0.2575103 0.3344119 0.3928813 0.2879601 0.4398082 0.4621086
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#> 28 0.3219516 0.2343283 0.4638084 0.2899050 0.3670703 0.2992623 0.3014599
#> 29 0.2891798 0.3797097 0.3688617 0.2869823 0.2528361 0.4226148 0.2965114
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#> 31 0.3953811 0.4184179 0.5277888 0.2911794 0.4375306 0.3138963 0.3298739
#> 32 0.2670007 0.4256882 0.3144837 0.4290075 0.2993768 0.2673679 0.3716917
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#> 35 0.3459443 0.2167481 0.2826395 0.2785230 0.4224481 0.3852541 0.2094138
#> 36 0.3607528 0.3294982 0.4332291 0.3459544 0.3930099 0.3151686 0.3247869
#> 37 0.3256859 0.2619716 0.4125602 0.3235676 0.5018969 0.3649733 0.3621971
#> 38 0.3183182 0.2629636 0.3254695 0.3010641 0.2758689 0.4630532 0.3204431
#> 39 0.3287711 0.3335707 0.2864173 0.2467239 0.3034802 0.5089543 0.4376688
#> 40 0.3926055 0.3512115 0.4783701 0.3374734 0.4506136 0.3619067 0.3217671
#> 41 0.2558171 0.4158865 0.3290904 0.5061380 0.2795633 0.3805961 0.3870395
#> 42 0.4247403 0.2340849 0.3965654 0.3389689 0.4550304 0.2990546 0.3295488
#> 43 0.3334486 0.3288953 0.3402762 0.3849033 0.3713945 0.3312006 0.3689003
#> 44 0.3540463 0.4276429 0.3912206 0.3040265 0.2882511 0.4432346 0.3049427
#> 45 0.2943508 0.3287007 0.3249435 0.3173503 0.2339933 0.3916740 0.4093138
#> 46 0.2988592 0.2031651 0.3514370 0.3328571 0.5934569 0.5302586 0.3489863
#> 47 0.4484901 0.4203351 0.4862632 0.3860938 0.4542960 0.3355134 0.3834244
#> 48 0.2553657 0.3905842 0.3061875 0.4962795 0.3355752 0.4104695 0.3093454
#> 49 0.4197583 0.2937534 0.3315046 0.2834967 0.5701963 0.4578937 0.2999425
#> 50 0.3912250 0.3565182 0.3241622 0.4333436 0.3504485 0.2566491 0.3944341
#> 51 0.3997517 0.4228385 0.3471452 0.5583426 0.3498315 0.2835131 0.3251565
#> 52 0.3056372 0.5100834 0.4796020 0.3000548 0.3904191 0.3106940 0.2064871
#> 53 0.4728172 0.3948338 0.3899486 0.3050936 0.3035687 0.3373093 0.2989814
#> 54 0.2650211 0.4593373 0.3952989 0.4646521 0.4173694 0.4084162 0.3149174
#> 55 0.3306824 0.5059785 0.4979570 0.4398297 0.4421342 0.3160601 0.2975481
#> 56 0.5206763 0.3197918 0.3637991 0.4750248 0.3242680 0.2628757 0.4150957
#> 57 0.4986979 0.3741098 0.3421209 0.3644438 0.3421505 0.2762717 0.3547147
#> 58 0.2593505 0.4631232 0.2851623 0.3716840 0.3109234 0.4638677 0.3941090
#> 59 0.3658395 0.2198908 0.3068940 0.3470037 0.3761066 0.3824780 0.5766200
#> 60 0.2908599 0.2484245 0.3615593 0.3548593 0.3642315 0.4440730 0.4581201
#> 61 0.2349397 0.2901545 0.4089836 0.3943140 0.3331546 0.3008508 0.4499223
#> 62 0.3501990 0.4383141 0.4022930 0.4295564 0.3706560 0.2948216 0.2899181
#> 63 0.2670903 0.2539419 0.4511786 0.3607012 0.3955011 0.2841932 0.3301219
#> 64 0.4135020 0.5028447 0.4708963 0.3617128 0.5242184 0.3408940 0.2247054
#> 65 0.3890523 0.5031013 0.4577335 0.4881350 0.3472060 0.3069037 0.3350341
#> 66 0.3477194 0.3508733 0.5819154 0.3769621 0.3395121 0.3023218 0.3483738
#> 67 0.3638762 0.3106028 0.4703074 0.4163028 0.3315848 0.2644023 0.3772291
#> 68 0.4414856 0.2880554 0.3953575 0.3091114 0.4523500 0.2652469 0.4879136
#> 69 0.4456296 0.4228790 0.5088269 0.4060757 0.5577037 0.2398061 0.4619696
#> 70 0.3070467 0.2842448 0.3186128 0.3767204 0.2963860 0.4418159 0.3937085
#> 71 0.3388052 0.3355271 0.3410875 0.4745048 0.4217800 0.3065710 0.4166394
#> 72 0.2939796 0.2274766 0.3815661 0.2800400 0.3552951 0.3556635 0.3291271
#> 73 0.2787418 0.3787107 0.3545375 0.3354072 0.3218164 0.3904508 0.2565997
#> 74 0.3224768 0.4707518 0.4470753 0.5264922 0.3858409 0.3083501 0.3232358
#> 75 0.3704573 0.4311900 0.4481910 0.3452307 0.4497868 0.3584174 0.2911519
#> 76 0.3541073 0.2181895 0.3389632 0.3212054 0.7062648 0.3748300 0.3360889
#> 77 0.2505785 0.3945726 0.3818394 0.4598453 0.2819502 0.3805472 0.3539176
#> 78 0.3339677 0.3953565 0.5212376 0.3389721 0.3834691 0.3061159 0.2576527
#> 79 0.2523576 0.3596652 0.3546414 0.3856242 0.2837543 0.3454250 0.3574434
#> 80 0.3908618 0.4178216 0.3535756 0.3044987 0.3101139 0.4145112 0.3556091
#> 8 9 10 11 12 13 14
#> 1 0.2806205 0.4925344 0.3819045 0.3331508 0.3115790 0.2790165 0.2743235
#> 2 0.2821762 0.4546675 0.5541851 0.1759018 0.2388145 0.3589149 0.3478919
#> 3 0.4846006 0.4440919 0.3905031 0.2635463 0.3557653 0.3583364 0.3846335
#> 4 0.3733082 0.3532345 0.3522303 0.2762822 0.3480318 0.2763643 0.3062079
#> 5 0.4454696 0.3240528 0.3542320 0.3801291 0.3490238 0.3401990 0.3728058
#> 6 0.3583139 0.3242591 0.2595837 0.3862731 0.4234924 0.3382866 0.4995485
#> 7 0.3561071 0.3750012 0.2880913 0.4667979 0.4385721 0.1982592 0.3820282
#> 8 1.0000000 0.2915169 0.2643121 0.4583240 0.3207912 0.3698002 0.3425878
#> 9 0.2915169 1.0000000 0.2990701 0.3055404 0.2647813 0.3652730 0.3170579
#> 10 0.2643121 0.2990701 1.0000000 0.2264532 0.2355158 0.3193185 0.2564843
#> 11 0.4583240 0.3055404 0.2264532 1.0000000 0.4441138 0.3621870 0.2628110
#> 12 0.3207912 0.2647813 0.2355158 0.4441138 1.0000000 0.3618493 0.4713053
#> 13 0.3698002 0.3652730 0.3193185 0.3621870 0.3618493 1.0000000 0.2786912
#> 14 0.3425878 0.3170579 0.2564843 0.2628110 0.4713053 0.2786912 1.0000000
#> 15 0.3605319 0.5802157 0.3097576 0.3519461 0.3395777 0.5220703 0.2136646
#> 16 0.3848566 0.3917791 0.2662937 0.3075577 0.2560146 0.3232746 0.3913917
#> 17 0.2546755 0.3728707 0.2297422 0.3101600 0.5304341 0.4713188 0.4263303
#> 18 0.3345112 0.4581014 0.2941964 0.2956951 0.4009513 0.2811149 0.3670488
#> 19 0.3393924 0.5443219 0.2647532 0.3098054 0.3468326 0.4153128 0.3430903
#> 20 0.3469548 0.4394372 0.2448951 0.3824016 0.4216620 0.2352043 0.5821633
#> 21 0.2556227 0.3535612 0.5163852 0.2349172 0.2779317 0.2446527 0.3770010
#> 22 0.3707993 0.3724592 0.2512510 0.3328826 0.4438892 0.4257024 0.4529248
#> 23 0.3473225 0.3528481 0.3986925 0.2426060 0.3469511 0.4300934 0.3547956
#> 24 0.4192396 0.3128124 0.2745608 0.3294609 0.3413924 0.2048727 0.5281704
#> 25 0.3497121 0.3549098 0.2232150 0.3084341 0.5794472 0.2899064 0.5388490
#> 26 0.2933048 0.3147878 0.2984864 0.4388680 0.5616570 0.2443997 0.4187480
#> 27 0.3603537 0.3115886 0.2524293 0.4113358 0.4174718 0.6785321 0.2698023
#> 28 0.4438008 0.3841526 0.2038336 0.3326560 0.3395801 0.3625338 0.2440388
#> 29 0.2082105 0.4717167 0.2778792 0.2742015 0.4085873 0.3157460 0.3791732
#> 30 0.2332760 0.2553215 0.3450542 0.3075109 0.4546195 0.2349264 0.4225864
#> 31 0.3196454 0.3720002 0.3169439 0.2789833 0.3864907 0.3592177 0.3987714
#> 32 0.2757268 0.2138743 0.4259502 0.2251402 0.3868612 0.2592253 0.3538629
#> 33 0.2204945 0.5083706 0.3939482 0.2189612 0.2935812 0.4403127 0.3402279
#> 34 0.3915229 0.3349769 0.2100314 0.3063981 0.4279840 0.3589317 0.4865704
#> 35 0.3768580 0.2364870 0.2850713 0.3139634 0.2873264 0.3762956 0.2660916
#> 36 0.3978345 0.3272462 0.3677559 0.3358130 0.4811366 0.3705432 0.3808445
#> 37 0.3667570 0.3607639 0.2691030 0.3671949 0.3712751 0.2666697 0.4502866
#> 38 0.2748555 0.3551716 0.2527849 0.4168124 0.5480520 0.3505681 0.4048725
#> 39 0.2038024 0.4077842 0.3128913 0.3378727 0.4327060 0.2557832 0.4884521
#> 40 0.3678999 0.4610321 0.2529651 0.2418629 0.3509318 0.3081951 0.4386775
#> 41 0.3160648 0.4171826 0.2681386 0.2636810 0.3631414 0.2865445 0.3543367
#> 42 0.5517794 0.3274872 0.3216123 0.4065104 0.2916827 0.4245863 0.2146605
#> 43 0.2766806 0.2583318 0.3805420 0.3248584 0.5168133 0.3571828 0.4013266
#> 44 0.2396216 0.4565621 0.3616510 0.2265978 0.3208818 0.2817718 0.3559202
#> 45 0.3227455 0.5686840 0.2222094 0.3886186 0.3998274 0.3269214 0.4092058
#> 46 0.4928754 0.2142752 0.2839892 0.4171825 0.4811402 0.3046462 0.4174402
#> 47 0.3391207 0.4616115 0.4049526 0.3335946 0.3229053 0.3224880 0.3413597
#> 48 0.3767474 0.3904097 0.3300715 0.3362112 0.2756440 0.3453337 0.2311193
#> 49 0.3399946 0.3561014 0.3576376 0.4633116 0.3692829 0.4855749 0.3338238
#> 50 0.3558447 0.3398662 0.4257532 0.3756951 0.3625361 0.3873404 0.2630188
#> 51 0.3204312 0.4438284 0.4115367 0.3129907 0.3501238 0.4645694 0.2450221
#> 52 0.3823254 0.4827611 0.3569371 0.2236897 0.1893118 0.4802617 0.2937234
#> 53 0.3026202 0.7180948 0.3022167 0.2649554 0.2868862 0.4299310 0.2750498
#> 54 0.3812799 0.2664204 0.5797343 0.2982563 0.3563140 0.3158347 0.4029061
#> 55 0.3644427 0.4122832 0.4189839 0.2078893 0.2415864 0.2994967 0.4142616
#> 56 0.2697554 0.3753372 0.3933931 0.2710411 0.3672852 0.2833611 0.2685259
#> 57 0.2553393 0.3951619 0.3394274 0.2586031 0.3442847 0.2991663 0.3830010
#> 58 0.2844002 0.3253676 0.4540924 0.3141847 0.3898149 0.3285826 0.5358032
#> 59 0.3840229 0.2367403 0.3371861 0.4386827 0.5175984 0.2185032 0.4192893
#> 60 0.3351281 0.2720704 0.2952278 0.3651368 0.6067621 0.3837262 0.5010483
#> 61 0.4542313 0.3230810 0.2894918 0.3933218 0.4079134 0.3328362 0.3800622
#> 62 0.3328976 0.4276095 0.4276641 0.3042993 0.4019783 0.6273956 0.3193359
#> 63 0.5301005 0.3646677 0.1898773 0.3352710 0.2973407 0.3167276 0.2775264
#> 64 0.3520972 0.4347878 0.3199494 0.2293050 0.2811835 0.4447842 0.3546505
#> 65 0.4708286 0.5430517 0.3843625 0.3355960 0.2458691 0.3526201 0.3093067
#> 66 0.4247739 0.3917918 0.3961662 0.3308253 0.4270445 0.3148461 0.4376570
#> 67 0.3746582 0.3493828 0.2498971 0.2843914 0.5198413 0.3364998 0.4364967
#> 68 0.4000724 0.4917509 0.2873750 0.3722337 0.3210615 0.3000066 0.3840413
#> 69 0.4602229 0.4239435 0.4139756 0.3438488 0.3027754 0.3421991 0.4044100
#> 70 0.4480304 0.3781957 0.1993792 0.2902841 0.3913829 0.2727641 0.4476037
#> 71 0.3140904 0.2591874 0.3461808 0.3595659 0.4674894 0.3018545 0.2797519
#> 72 0.4344482 0.4172577 0.1929444 0.3510719 0.3821637 0.2942912 0.4322846
#> 73 0.3550115 0.3803964 0.4011709 0.3870767 0.3214164 0.6145045 0.3613350
#> 74 0.3525351 0.3711555 0.4199260 0.2649933 0.4488973 0.3615137 0.3929922
#> 75 0.5506160 0.4794162 0.2865016 0.3053800 0.2673599 0.4595579 0.4342532
#> 76 0.4584564 0.2510134 0.2743767 0.4787814 0.4187596 0.3497461 0.3279861
#> 77 0.3529653 0.3525098 0.3126459 0.2567758 0.4239578 0.4469464 0.4812551
#> 78 0.3882597 0.3535558 0.2775575 0.2058961 0.4257575 0.3607218 0.4837418
#> 79 0.3554862 0.3255031 0.2886014 0.2945154 0.4853364 0.3611732 0.5804394
#> 80 0.2559194 0.4469295 0.2689956 0.2067091 0.3921625 0.2931877 0.4436271
#> 15 16 17 18 19 20 21
#> 1 0.4906333 0.4258270 0.2540249 0.5397788 0.3122423 0.3632407 0.4591283
#> 2 0.3500805 0.3391535 0.3346113 0.3392184 0.3471809 0.2848086 0.4567695
#> 3 0.4157719 0.3494730 0.2856661 0.3615707 0.4272695 0.3420011 0.4185027
#> 4 0.3606309 0.2980459 0.2933120 0.3541495 0.4200259 0.3014965 0.3842292
#> 5 0.3315908 0.5924939 0.2837547 0.4050338 0.3716135 0.3067000 0.4209601
#> 6 0.2408562 0.3846940 0.3780994 0.3972982 0.3005153 0.3811616 0.3053473
#> 7 0.3201991 0.2549167 0.2935864 0.3357919 0.3481134 0.5394686 0.4187623
#> 8 0.3605319 0.3848566 0.2546755 0.3345112 0.3393924 0.3469548 0.2556227
#> 9 0.5802157 0.3917791 0.3728707 0.4581014 0.5443219 0.4394372 0.3535612
#> 10 0.3097576 0.2662937 0.2297422 0.2941964 0.2647532 0.2448951 0.5163852
#> 11 0.3519461 0.3075577 0.3101600 0.2956951 0.3098054 0.3824016 0.2349172
#> 12 0.3395777 0.2560146 0.5304341 0.4009513 0.3468326 0.4216620 0.2779317
#> 13 0.5220703 0.3232746 0.4713188 0.2811149 0.4153128 0.2352043 0.2446527
#> 14 0.2136646 0.3913917 0.4263303 0.3670488 0.3430903 0.5821633 0.3770010
#> 15 1.0000000 0.3507769 0.3543826 0.4450333 0.4804095 0.3028627 0.3211122
#> 16 0.3507769 1.0000000 0.3461336 0.5199406 0.2476729 0.3209338 0.4832531
#> 17 0.3543826 0.3461336 1.0000000 0.4813787 0.3924602 0.3725271 0.2749096
#> 18 0.4450333 0.5199406 0.4813787 1.0000000 0.3160658 0.3694874 0.4666778
#> 19 0.4804095 0.2476729 0.3924602 0.3160658 1.0000000 0.4150407 0.2121155
#> 20 0.3028627 0.3209338 0.3725271 0.3694874 0.4150407 1.0000000 0.3179891
#> 21 0.3211122 0.4832531 0.2749096 0.4666778 0.2121155 0.3179891 1.0000000
#> 22 0.3763933 0.4276110 0.3639815 0.3597912 0.2832710 0.3359925 0.3718375
#> 23 0.4055544 0.3232571 0.4231039 0.3705534 0.3773447 0.2848804 0.4274388
#> 24 0.2583506 0.4779311 0.2845812 0.3639112 0.3080936 0.4762113 0.3951813
#> 25 0.3373395 0.2955162 0.4637480 0.4627547 0.3362164 0.4380983 0.3585442
#> 26 0.2596848 0.2457508 0.4562609 0.3588630 0.3318240 0.4735468 0.3012097
#> 27 0.3928497 0.2905089 0.4715763 0.2807905 0.3793075 0.1981441 0.2277635
#> 28 0.4843381 0.3568670 0.3106466 0.3450858 0.3402794 0.2448037 0.2806241
#> 29 0.3729430 0.3280427 0.5728385 0.4329862 0.4152090 0.3783635 0.3188736
#> 30 0.2251349 0.2986011 0.4361652 0.3938425 0.2761182 0.3807173 0.4223912
#> 31 0.4096640 0.3703859 0.3425246 0.3401868 0.3432088 0.2883799 0.4111675
#> 32 0.2531222 0.2835272 0.2887131 0.2832611 0.2433561 0.2936299 0.4278237
#> 33 0.4221266 0.3229574 0.4217165 0.3457129 0.4118548 0.3568707 0.4190368
#> 34 0.3316528 0.2974990 0.4877899 0.3731477 0.5201041 0.4311337 0.2132141
#> 35 0.2963735 0.3963548 0.2531477 0.2800251 0.2566223 0.2584116 0.2655232
#> 36 0.3856634 0.2872510 0.4266355 0.3653064 0.4695281 0.3089648 0.2838634
#> 37 0.3027786 0.4051621 0.3288556 0.3730075 0.4227455 0.4422534 0.3326675
#> 38 0.3585672 0.3131210 0.4761190 0.4814706 0.3561456 0.3747427 0.3557720
#> 39 0.2457531 0.3909864 0.4832991 0.4651238 0.2576223 0.4483380 0.4786815
#> 40 0.3912981 0.5174667 0.2923935 0.3479889 0.3350712 0.3619004 0.4070373
#> 41 0.3757084 0.3099312 0.3388435 0.4088665 0.3632733 0.3560681 0.3999474
#> 42 0.5104138 0.3713760 0.2537824 0.3961870 0.3376852 0.2450617 0.3077370
#> 43 0.3423617 0.3329516 0.4246004 0.3567063 0.3262585 0.4102978 0.4946337
#> 44 0.3000120 0.3339742 0.3376100 0.3574280 0.2466534 0.3408184 0.4294659
#> 45 0.3798634 0.2728408 0.5462250 0.4743207 0.4460647 0.6240792 0.2651572
#> 46 0.2167891 0.4328520 0.3186621 0.4035750 0.2478830 0.3093241 0.3757037
#> 47 0.3739100 0.3646778 0.3385638 0.4634241 0.3439814 0.3961644 0.5096874
#> 48 0.3358610 0.2887581 0.3025470 0.3666126 0.3398538 0.2863252 0.2774963
#> 49 0.3118275 0.5243150 0.3833230 0.4040220 0.2867050 0.2496520 0.3805756
#> 50 0.4033020 0.2633791 0.3337849 0.3699369 0.3701497 0.2777858 0.3428392
#> 51 0.5444517 0.2806864 0.3737781 0.4093872 0.5534333 0.3108921 0.3231116
#> 52 0.4238622 0.4903888 0.3180276 0.3134099 0.3090017 0.2383718 0.3920872
#> 53 0.6052948 0.3643507 0.3601707 0.4551289 0.4670813 0.3171702 0.3201958
#> 54 0.2719871 0.3556952 0.3592927 0.3809718 0.3158821 0.3238112 0.4773966
#> 55 0.3130948 0.4634787 0.2958254 0.4335550 0.3600470 0.2987444 0.5523566
#> 56 0.4551321 0.3369458 0.3191939 0.4927328 0.3449900 0.4179635 0.5252627
#> 57 0.3912259 0.3936015 0.4110617 0.5193994 0.4455034 0.4358778 0.4520140
#> 58 0.2552875 0.3226724 0.4247737 0.3459452 0.3373832 0.4415296 0.4038692
#> 59 0.2571852 0.2575216 0.2747172 0.3761830 0.2655230 0.4896363 0.3888961
#> 60 0.3603618 0.2509724 0.3894561 0.3542637 0.4750237 0.3696518 0.3416382
#> 61 0.3407953 0.2281745 0.3931562 0.2856371 0.5630538 0.4176109 0.2598428
#> 62 0.5226235 0.2964715 0.4250101 0.3345232 0.4875457 0.2555264 0.3414262
#> 63 0.4222522 0.3655565 0.2139035 0.2339872 0.3600646 0.3017817 0.2428524
#> 64 0.3528011 0.4979961 0.3880909 0.4194317 0.3031334 0.2594036 0.3862375
#> 65 0.4449637 0.3952246 0.3518651 0.4932654 0.4048250 0.3069704 0.3738162
#> 66 0.3643175 0.2613517 0.3111214 0.3002433 0.4652527 0.4307223 0.3122422
#> 67 0.3903487 0.3162843 0.4277911 0.4963052 0.3803500 0.4244458 0.3715873
#> 68 0.4680041 0.4843143 0.3519714 0.4084565 0.3859410 0.5234947 0.4237718
#> 69 0.3965268 0.3692873 0.3345948 0.3450184 0.5562675 0.4420055 0.3592180
#> 70 0.3830537 0.3081953 0.3690581 0.4742323 0.3806945 0.4472466 0.2644011
#> 71 0.3199318 0.2629945 0.2759769 0.2808717 0.2904650 0.2614046 0.3976484
#> 72 0.3722470 0.3291692 0.3499464 0.3721128 0.5186522 0.4383745 0.2389774
#> 73 0.3942512 0.2973871 0.4193408 0.2823408 0.4256285 0.3263069 0.2883522
#> 74 0.3445142 0.2830177 0.3672187 0.3738364 0.4386520 0.3894435 0.3825956
#> 75 0.4048203 0.4403958 0.2560017 0.3407483 0.4365280 0.3905765 0.3127878
#> 76 0.2759485 0.4978855 0.3375218 0.3530156 0.2960565 0.2980556 0.3280530
#> 77 0.3787835 0.2174239 0.3711309 0.2495163 0.5568275 0.3927694 0.2658639
#> 78 0.3390355 0.3646600 0.3772345 0.3785789 0.4587081 0.3531395 0.3250076
#> 79 0.3052543 0.2555751 0.4802305 0.2944366 0.5254259 0.6366207 0.2496967
#> 80 0.3474925 0.4018735 0.4296737 0.5306001 0.2774267 0.3639764 0.5001002
#> 22 23 24 25 26 27 28
#> 1 0.3639256 0.2848357 0.3406002 0.3314623 0.3151177 0.2126951 0.3219516
#> 2 0.3161181 0.4324492 0.2993247 0.2345347 0.2575103 0.2605721 0.2343283
#> 3 0.4006940 0.4738133 0.4206784 0.3842498 0.3344119 0.3057673 0.4638084
#> 4 0.2256932 0.3781137 0.3892070 0.2484081 0.3928813 0.2895382 0.2899050
#> 5 0.4495953 0.3075544 0.4255989 0.3430318 0.2879601 0.3327204 0.3670703
#> 6 0.3986621 0.3016519 0.3464147 0.5122602 0.4398082 0.4080520 0.2992623
#> 7 0.3240017 0.3145659 0.4044156 0.4813528 0.4621086 0.2431033 0.3014599
#> 8 0.3707993 0.3473225 0.4192396 0.3497121 0.2933048 0.3603537 0.4438008
#> 9 0.3724592 0.3528481 0.3128124 0.3549098 0.3147878 0.3115886 0.3841526
#> 10 0.2512510 0.3986925 0.2745608 0.2232150 0.2984864 0.2524293 0.2038336
#> 11 0.3328826 0.2426060 0.3294609 0.3084341 0.4388680 0.4113358 0.3326560
#> 12 0.4438892 0.3469511 0.3413924 0.5794472 0.5616570 0.4174718 0.3395801
#> 13 0.4257024 0.4300934 0.2048727 0.2899064 0.2443997 0.6785321 0.3625338
#> 14 0.4529248 0.3547956 0.5281704 0.5388490 0.4187480 0.2698023 0.2440388
#> 15 0.3763933 0.4055544 0.2583506 0.3373395 0.2596848 0.3928497 0.4843381
#> 16 0.4276110 0.3232571 0.4779311 0.2955162 0.2457508 0.2905089 0.3568670
#> 17 0.3639815 0.4231039 0.2845812 0.4637480 0.4562609 0.4715763 0.3106466
#> 18 0.3597912 0.3705534 0.3639112 0.4627547 0.3588630 0.2807905 0.3450858
#> 19 0.2832710 0.3773447 0.3080936 0.3362164 0.3318240 0.3793075 0.3402794
#> 20 0.3359925 0.2848804 0.4762113 0.4380983 0.4735468 0.1981441 0.2448037
#> 21 0.3718375 0.4274388 0.3951813 0.3585442 0.3012097 0.2277635 0.2806241
#> 22 1.0000000 0.3732835 0.2781584 0.5077058 0.3163174 0.4228534 0.4240158
#> 23 0.3732835 1.0000000 0.2849651 0.3580289 0.3427424 0.4509725 0.4086890
#> 24 0.2781584 0.2849651 1.0000000 0.3171366 0.3841907 0.2442499 0.3696799
#> 25 0.5077058 0.3580289 0.3171366 1.0000000 0.4272284 0.2963728 0.3313919
#> 26 0.3163174 0.3427424 0.3841907 0.4272284 1.0000000 0.3478581 0.3487949
#> 27 0.4228534 0.4509725 0.2442499 0.2963728 0.3478581 1.0000000 0.5342913
#> 28 0.4240158 0.4086890 0.3696799 0.3313919 0.3487949 0.5342913 1.0000000
#> 29 0.3097535 0.3773894 0.3121350 0.3795134 0.5312613 0.3874285 0.3871145
#> 30 0.3112063 0.3430437 0.3600498 0.3813310 0.4964947 0.3168112 0.2846268
#> 31 0.5265512 0.4417041 0.4059301 0.3943550 0.3174563 0.4180783 0.4630660
#> 32 0.3567208 0.4009172 0.3051239 0.3253230 0.3614312 0.2255965 0.2265107
#> 33 0.3357293 0.4283680 0.2283036 0.3581383 0.3283802 0.2949366 0.2394802
#> 34 0.2852482 0.3562735 0.4175217 0.3594782 0.4013581 0.3404498 0.3053610
#> 35 0.2549787 0.3060461 0.3550180 0.2101872 0.2581612 0.3499424 0.3488242
#> 36 0.4045736 0.5202732 0.3384308 0.4255362 0.4554615 0.4148912 0.4121870
#> 37 0.3453458 0.2668506 0.6131454 0.3572532 0.3127888 0.3367860 0.3345368
#> 38 0.3697033 0.3321962 0.4226430 0.4145333 0.4554098 0.4405310 0.3951031
#> 39 0.3690743 0.3597393 0.3654070 0.4970486 0.4600612 0.2988504 0.2429793
#> 40 0.5392491 0.3630344 0.3938441 0.4447657 0.2544127 0.2747692 0.3776975
#> 41 0.3556181 0.3928250 0.3037179 0.3533853 0.3403774 0.3405339 0.3799599
#> 42 0.3262031 0.4510293 0.2923004 0.3056618 0.2538692 0.4004402 0.4949926
#> 43 0.4708426 0.3690360 0.3068232 0.4126513 0.4809315 0.3137812 0.2821524
#> 44 0.4222007 0.4033623 0.3319382 0.3687594 0.4266402 0.3272823 0.3648901
#> 45 0.3162566 0.3324021 0.3005384 0.4133759 0.4953949 0.3179008 0.2866436
#> 46 0.4031663 0.3434487 0.3873098 0.4692911 0.3569432 0.3710557 0.3335140
#> 47 0.3082466 0.3848053 0.4269413 0.3534862 0.3458125 0.2799203 0.3435052
#> 48 0.2947579 0.2848006 0.2850082 0.2529804 0.3186389 0.3680883 0.2975936
#> 49 0.4085026 0.4167529 0.3054107 0.3111738 0.2883937 0.5213750 0.3086921
#> 50 0.2481219 0.4515739 0.2381732 0.2813262 0.3286557 0.3386097 0.2471312
#> 51 0.2619822 0.3390693 0.2232415 0.2810422 0.3168366 0.3541809 0.2857487
#> 52 0.4224645 0.4962588 0.3226966 0.2650223 0.2026700 0.3991138 0.3993309
#> 53 0.3842106 0.4217920 0.2791322 0.3478859 0.2732030 0.4257726 0.4736993
#> 54 0.3020267 0.4476138 0.3639635 0.2977877 0.4526938 0.3662275 0.2668638
#> 55 0.2885508 0.5085539 0.4086075 0.2756976 0.2628331 0.3156354 0.3144822
#> 56 0.2340279 0.4130054 0.3334030 0.3110012 0.3466685 0.2443116 0.3012884
#> 57 0.2730301 0.3515858 0.3861512 0.3612657 0.3266139 0.2083608 0.2555337
#> 58 0.2742814 0.3576798 0.3570479 0.3654631 0.4069219 0.2911322 0.1727341
#> 59 0.3314135 0.2545085 0.4467676 0.4385902 0.5136114 0.2850858 0.3165113
#> 60 0.3221142 0.4548697 0.3280312 0.5687688 0.3992362 0.3804853 0.3098141
#> 61 0.2417148 0.4645606 0.4211523 0.3414698 0.4016737 0.4052271 0.4056339
#> 62 0.4244419 0.5932905 0.2562049 0.3180218 0.3021505 0.5932820 0.3526782
#> 63 0.3150639 0.3411894 0.4002963 0.2730498 0.2026655 0.3373499 0.4622239
#> 64 0.5104943 0.3951769 0.3278417 0.2884468 0.2708129 0.4062283 0.4047441
#> 65 0.2774025 0.4673089 0.3382161 0.2551525 0.3256054 0.3618937 0.3607357
#> 66 0.3724493 0.4839388 0.3870754 0.3977009 0.5182206 0.2988044 0.3680355
#> 67 0.3655314 0.4365550 0.3865963 0.4347409 0.3752948 0.2983886 0.4083251
#> 68 0.3437919 0.3144203 0.4576685 0.4305333 0.2699994 0.2252063 0.3074813
#> 69 0.3436610 0.4042198 0.3978505 0.3283878 0.3167750 0.2908770 0.3211567
#> 70 0.3554254 0.2974999 0.3595167 0.5501012 0.3481465 0.2779036 0.3102983
#> 71 0.3669386 0.3170285 0.2646657 0.3533733 0.3383080 0.3464218 0.2802491
#> 72 0.3161683 0.2859850 0.4200731 0.3962142 0.3663516 0.3413251 0.4641563
#> 73 0.3881180 0.4938210 0.2663115 0.2704257 0.3781010 0.5602746 0.2993498
#> 74 0.3242745 0.3209119 0.3550049 0.3545141 0.3997604 0.3050526 0.2726047
#> 75 0.4626681 0.3210588 0.3564039 0.3212923 0.1983021 0.3429617 0.3420405
#> 76 0.3181850 0.2698158 0.4435018 0.3323277 0.3105300 0.3861055 0.3447678
#> 77 0.3726089 0.4848423 0.2841511 0.4360896 0.3835604 0.3626697 0.2664879
#> 78 0.4140177 0.3574787 0.4315533 0.4352220 0.2808343 0.2988388 0.3292548
#> 79 0.2931094 0.3843807 0.4190138 0.3842793 0.4123811 0.2764927 0.2487597
#> 80 0.4578871 0.3647165 0.3277284 0.6101147 0.3032827 0.2643011 0.2651483
#> 29 30 31 32 33 34 35
#> 1 0.2891798 0.2644692 0.3953811 0.2670007 0.3495062 0.2857961 0.3459443
#> 2 0.3797097 0.3102978 0.4184179 0.4256882 0.4855324 0.2799116 0.2167481
#> 3 0.3688617 0.2720312 0.5277888 0.3144837 0.3568597 0.3136620 0.2826395
#> 4 0.2869823 0.3411475 0.2911794 0.4290075 0.3416104 0.3484334 0.2785230
#> 5 0.2528361 0.3479005 0.4375306 0.2993768 0.2406479 0.2890586 0.4224481
#> 6 0.4226148 0.3848540 0.3138963 0.2673679 0.3627506 0.3140866 0.3852541
#> 7 0.2965114 0.4344766 0.3298739 0.3716917 0.2492891 0.2904194 0.2094138
#> 8 0.2082105 0.2332760 0.3196454 0.2757268 0.2204945 0.3915229 0.3768580
#> 9 0.4717167 0.2553215 0.3720002 0.2138743 0.5083706 0.3349769 0.2364870
#> 10 0.2778792 0.3450542 0.3169439 0.4259502 0.3939482 0.2100314 0.2850713
#> 11 0.2742015 0.3075109 0.2789833 0.2251402 0.2189612 0.3063981 0.3139634
#> 12 0.4085873 0.4546195 0.3864907 0.3868612 0.2935812 0.4279840 0.2873264
#> 13 0.3157460 0.2349264 0.3592177 0.2592253 0.4403127 0.3589317 0.3762956
#> 14 0.3791732 0.4225864 0.3987714 0.3538629 0.3402279 0.4865704 0.2660916
#> 15 0.3729430 0.2251349 0.4096640 0.2531222 0.4221266 0.3316528 0.2963735
#> 16 0.3280427 0.2986011 0.3703859 0.2835272 0.3229574 0.2974990 0.3963548
#> 17 0.5728385 0.4361652 0.3425246 0.2887131 0.4217165 0.4877899 0.2531477
#> 18 0.4329862 0.3938425 0.3401868 0.2832611 0.3457129 0.3731477 0.2800251
#> 19 0.4152090 0.2761182 0.3432088 0.2433561 0.4118548 0.5201041 0.2566223
#> 20 0.3783635 0.3807173 0.2883799 0.2936299 0.3568707 0.4311337 0.2584116
#> 21 0.3188736 0.4223912 0.4111675 0.4278237 0.4190368 0.2132141 0.2655232
#> 22 0.3097535 0.3112063 0.5265512 0.3567208 0.3357293 0.2852482 0.2549787
#> 23 0.3773894 0.3430437 0.4417041 0.4009172 0.4283680 0.3562735 0.3060461
#> 24 0.3121350 0.3600498 0.4059301 0.3051239 0.2283036 0.4175217 0.3550180
#> 25 0.3795134 0.3813310 0.3943550 0.3253230 0.3581383 0.3594782 0.2101872
#> 26 0.5312613 0.4964947 0.3174563 0.3614312 0.3283802 0.4013581 0.2581612
#> 27 0.3874285 0.3168112 0.4180783 0.2255965 0.2949366 0.3404498 0.3499424
#> 28 0.3871145 0.2846268 0.4630660 0.2265107 0.2394802 0.3053610 0.3488242
#> 29 1.0000000 0.4094328 0.3905784 0.2549710 0.5186495 0.3622524 0.2341645
#> 30 0.4094328 1.0000000 0.3289745 0.4744680 0.2633510 0.3188442 0.2084183
#> 31 0.3905784 0.3289745 1.0000000 0.3420519 0.3563272 0.3367804 0.3349986
#> 32 0.2549710 0.4744680 0.3420519 1.0000000 0.3527817 0.2569291 0.2417002
#> 33 0.5186495 0.2633510 0.3563272 0.3527817 1.0000000 0.3701876 0.2996146
#> 34 0.3622524 0.3188442 0.3367804 0.2569291 0.3701876 1.0000000 0.3566914
#> 35 0.2341645 0.2084183 0.3349986 0.2417002 0.2996146 0.3566914 1.0000000
#> 36 0.3652727 0.3678970 0.4735644 0.3916212 0.3705641 0.5837433 0.3305693
#> 37 0.3562548 0.3580288 0.4319292 0.2241386 0.2540548 0.3172603 0.2727091
#> 38 0.5496728 0.4192798 0.4126125 0.2693173 0.3870211 0.3829382 0.3043821
#> 39 0.5622105 0.5841345 0.3714123 0.3405224 0.4217322 0.3115331 0.2174057
#> 40 0.3364935 0.2758118 0.4697548 0.3604906 0.4509116 0.2819366 0.3115835
#> 41 0.4169808 0.3622151 0.3740372 0.3620935 0.3937303 0.2665484 0.2117651
#> 42 0.2184895 0.3011511 0.3396876 0.3001528 0.2548651 0.3031075 0.3993805
#> 43 0.3799609 0.5003993 0.3892374 0.5956131 0.4476116 0.3078702 0.2764450
#> 44 0.4961599 0.3091088 0.4999186 0.3259010 0.5182311 0.2289086 0.3191673
#> 45 0.5514024 0.3669052 0.2758128 0.2000579 0.4024174 0.4571195 0.1872905
#> 46 0.2297631 0.3884026 0.3211825 0.3314563 0.2385670 0.2900856 0.3769423
#> 47 0.3318606 0.3722302 0.3510621 0.3014511 0.3239522 0.3155500 0.3012306
#> 48 0.2878069 0.3791688 0.3145118 0.2882141 0.2868872 0.2784294 0.2295528
#> 49 0.3091638 0.3126439 0.4132722 0.2464250 0.3155390 0.2711528 0.4457664
#> 50 0.2486200 0.3449762 0.2742762 0.3375888 0.3540622 0.4562687 0.3104524
#> 51 0.3355160 0.3159409 0.2825024 0.3373139 0.5093856 0.4008243 0.3107133
#> 52 0.3028844 0.2244256 0.5030742 0.2789014 0.4317140 0.2731278 0.3458407
#> 53 0.4915556 0.2669865 0.4525108 0.2305191 0.5128541 0.3663862 0.3210754
#> 54 0.4086817 0.4709988 0.3767119 0.4206502 0.3779686 0.3488370 0.3265685
#> 55 0.3591428 0.3268037 0.4676222 0.2766689 0.4042809 0.3763369 0.3181778
#> 56 0.3319255 0.3118555 0.3110558 0.3696168 0.4689034 0.3198677 0.3856201
#> 57 0.3850812 0.3630067 0.3262689 0.4304190 0.5497699 0.5095249 0.3313645
#> 58 0.4392913 0.4595530 0.3334597 0.3871602 0.4876955 0.4684466 0.2892133
#> 59 0.2925016 0.4749981 0.3331115 0.3449691 0.2228696 0.2892114 0.2634174
#> 60 0.3497027 0.4338910 0.3744476 0.3871936 0.3467803 0.4580660 0.3147316
#> 61 0.3285478 0.3671138 0.2979402 0.2667320 0.2598203 0.4965326 0.3165403
#> 62 0.3020316 0.3035490 0.4668473 0.3803142 0.4413385 0.4213783 0.3260876
#> 63 0.2493995 0.1780607 0.4559255 0.2086289 0.2477105 0.3236501 0.4269825
#> 64 0.2964402 0.2691477 0.5038055 0.2741685 0.3477236 0.3358658 0.3574382
#> 65 0.3585804 0.2941202 0.3716496 0.2492446 0.3763979 0.4524588 0.3106384
#> 66 0.3415724 0.2787172 0.3998850 0.3587912 0.3862681 0.4864830 0.2746019
#> 67 0.3086340 0.4215618 0.2915866 0.3887687 0.2722608 0.3938585 0.2334590
#> 68 0.2674278 0.3309893 0.3511695 0.2784252 0.2960907 0.3893679 0.2942198
#> 69 0.2856520 0.3190433 0.4076761 0.3303319 0.3077773 0.4524821 0.2983181
#> 70 0.3089195 0.3449710 0.3850213 0.3212413 0.3593651 0.4789194 0.2699161
#> 71 0.2630363 0.4271106 0.4522576 0.4232141 0.3414730 0.2392394 0.2666771
#> 72 0.4467095 0.3196695 0.3336424 0.1888068 0.3051753 0.5893788 0.2974823
#> 73 0.3357963 0.2755115 0.3995050 0.2568773 0.4424023 0.4398680 0.3628727
#> 74 0.2923551 0.4137143 0.3286727 0.3687545 0.3910391 0.4194251 0.2496242
#> 75 0.2407933 0.2423050 0.4308854 0.2754136 0.3653114 0.3875215 0.3324360
#> 76 0.2232297 0.3775830 0.3766093 0.2597358 0.2080694 0.3400454 0.4751763
#> 77 0.3038281 0.3063647 0.3915926 0.4473784 0.4955387 0.5398375 0.2973310
#> 78 0.3407597 0.2797175 0.4386491 0.3610557 0.4412099 0.5442980 0.3202149
#> 79 0.3684716 0.3351999 0.3133793 0.3863683 0.4420767 0.6473707 0.3517189
#> 80 0.4053312 0.3426424 0.5040442 0.3458162 0.5356537 0.3492247 0.2302562
#> 36 37 38 39 40 41 42
#> 1 0.3607528 0.3256859 0.3183182 0.3287711 0.3926055 0.2558171 0.4247403
#> 2 0.3294982 0.2619716 0.2629636 0.3335707 0.3512115 0.4158865 0.2340849
#> 3 0.4332291 0.4125602 0.3254695 0.2864173 0.4783701 0.3290904 0.3965654
#> 4 0.3459544 0.3235676 0.3010641 0.2467239 0.3374734 0.5061380 0.3389689
#> 5 0.3930099 0.5018969 0.2758689 0.3034802 0.4506136 0.2795633 0.4550304
#> 6 0.3151686 0.3649733 0.4630532 0.5089543 0.3619067 0.3805961 0.2990546
#> 7 0.3247869 0.3621971 0.3204431 0.4376688 0.3217671 0.3870395 0.3295488
#> 8 0.3978345 0.3667570 0.2748555 0.2038024 0.3678999 0.3160648 0.5517794
#> 9 0.3272462 0.3607639 0.3551716 0.4077842 0.4610321 0.4171826 0.3274872
#> 10 0.3677559 0.2691030 0.2527849 0.3128913 0.2529651 0.2681386 0.3216123
#> 11 0.3358130 0.3671949 0.4168124 0.3378727 0.2418629 0.2636810 0.4065104
#> 12 0.4811366 0.3712751 0.5480520 0.4327060 0.3509318 0.3631414 0.2916827
#> 13 0.3705432 0.2666697 0.3505681 0.2557832 0.3081951 0.2865445 0.4245863
#> 14 0.3808445 0.4502866 0.4048725 0.4884521 0.4386775 0.3543367 0.2146605
#> 15 0.3856634 0.3027786 0.3585672 0.2457531 0.3912981 0.3757084 0.5104138
#> 16 0.2872510 0.4051621 0.3131210 0.3909864 0.5174667 0.3099312 0.3713760
#> 17 0.4266355 0.3288556 0.4761190 0.4832991 0.2923935 0.3388435 0.2537824
#> 18 0.3653064 0.3730075 0.4814706 0.4651238 0.3479889 0.4088665 0.3961870
#> 19 0.4695281 0.4227455 0.3561456 0.2576223 0.3350712 0.3632733 0.3376852
#> 20 0.3089648 0.4422534 0.3747427 0.4483380 0.3619004 0.3560681 0.2450617
#> 21 0.2838634 0.3326675 0.3557720 0.4786815 0.4070373 0.3999474 0.3077370
#> 22 0.4045736 0.3453458 0.3697033 0.3690743 0.5392491 0.3556181 0.3262031
#> 23 0.5202732 0.2668506 0.3321962 0.3597393 0.3630344 0.3928250 0.4510293
#> 24 0.3384308 0.6131454 0.4226430 0.3654070 0.3938441 0.3037179 0.2923004
#> 25 0.4255362 0.3572532 0.4145333 0.4970486 0.4447657 0.3533853 0.3056618
#> 26 0.4554615 0.3127888 0.4554098 0.4600612 0.2544127 0.3403774 0.2538692
#> 27 0.4148912 0.3367860 0.4405310 0.2988504 0.2747692 0.3405339 0.4004402
#> 28 0.4121870 0.3345368 0.3951031 0.2429793 0.3776975 0.3799599 0.4949926
#> 29 0.3652727 0.3562548 0.5496728 0.5622105 0.3364935 0.4169808 0.2184895
#> 30 0.3678970 0.3580288 0.4192798 0.5841345 0.2758118 0.3622151 0.3011511
#> 31 0.4735644 0.4319292 0.4126125 0.3714123 0.4697548 0.3740372 0.3396876
#> 32 0.3916212 0.2241386 0.2693173 0.3405224 0.3604906 0.3620935 0.3001528
#> 33 0.3705641 0.2540548 0.3870211 0.4217322 0.4509116 0.3937303 0.2548651
#> 34 0.5837433 0.3172603 0.3829382 0.3115331 0.2819366 0.2665484 0.3031075
#> 35 0.3305693 0.2727091 0.3043821 0.2174057 0.3115835 0.2117651 0.3993805
#> 36 1.0000000 0.2969168 0.3284599 0.3177397 0.3181291 0.2930462 0.3641187
#> 37 0.2969168 1.0000000 0.4957538 0.3688182 0.4649549 0.3440848 0.2956892
#> 38 0.3284599 0.4957538 1.0000000 0.4798756 0.3664429 0.4355602 0.2926102
#> 39 0.3177397 0.3688182 0.4798756 1.0000000 0.3627154 0.3571731 0.2394474
#> 40 0.3181291 0.4649549 0.3664429 0.3627154 1.0000000 0.4321291 0.3594036
#> 41 0.2930462 0.3440848 0.4355602 0.3571731 0.4321291 1.0000000 0.2863954
#> 42 0.3641187 0.2956892 0.2926102 0.2394474 0.3594036 0.2863954 1.0000000
#> 43 0.3836136 0.3398289 0.4581426 0.3709000 0.3773657 0.4444471 0.2841952
#> 44 0.3251973 0.3493698 0.4071007 0.4927942 0.5143363 0.4876122 0.2373595
#> 45 0.3237615 0.3508624 0.4347060 0.5246096 0.2751317 0.4157999 0.2502143
#> 46 0.3919360 0.4582634 0.3765190 0.3742006 0.4065901 0.3117238 0.4083535
#> 47 0.3644690 0.3643054 0.3452398 0.4478625 0.2987357 0.3698582 0.3150488
#> 48 0.2749518 0.3411430 0.3351814 0.3042819 0.2660771 0.4286959 0.3617007
#> 49 0.3378848 0.4044096 0.3930593 0.4571890 0.3857941 0.2650994 0.4477967
#> 50 0.5694162 0.2085308 0.2429833 0.3107992 0.2417657 0.2679222 0.4335934
#> 51 0.4406575 0.2787296 0.3042095 0.2438320 0.2867299 0.4255334 0.3667448
#> 52 0.3184878 0.3358041 0.2572296 0.2914991 0.4601505 0.2817366 0.4104485
#> 53 0.3573416 0.3484477 0.4405162 0.3909724 0.5194087 0.4417705 0.4233975
#> 54 0.3937261 0.4093336 0.3484389 0.3901970 0.2966703 0.4366748 0.3269556
#> 55 0.3633586 0.4282836 0.3166506 0.3795589 0.4206589 0.4134276 0.3457523
#> 56 0.3330366 0.2926051 0.3660138 0.3265195 0.3163446 0.3633934 0.3969100
#> 57 0.4332003 0.3051215 0.3835520 0.3799358 0.3304613 0.3079981 0.3395958
#> 58 0.3562447 0.3528384 0.3498103 0.5849515 0.2992630 0.3484300 0.2476444
#> 59 0.3461913 0.4629683 0.4438603 0.3944862 0.2968759 0.4532423 0.3047417
#> 60 0.4981543 0.3324764 0.4332440 0.3767110 0.3133196 0.3325802 0.3966057
#> 61 0.4478562 0.4233619 0.3791552 0.2531710 0.2668232 0.3403021 0.3873025
#> 62 0.5474438 0.2975227 0.3199176 0.2873091 0.3417186 0.3639376 0.4556735
#> 63 0.3256019 0.3928492 0.2551142 0.2132297 0.4703614 0.3068065 0.4129464
#> 64 0.4276980 0.3016110 0.2583613 0.2854947 0.3744649 0.3402582 0.3071770
#> 65 0.4145728 0.3032100 0.3112854 0.3107824 0.3051674 0.3732528 0.4495560
#> 66 0.7097805 0.2955195 0.3001620 0.2931817 0.3258313 0.2893962 0.3283546
#> 67 0.4170108 0.3317798 0.4020871 0.2900067 0.3198954 0.3533151 0.3544001
#> 68 0.3579550 0.4108760 0.2687300 0.3889715 0.3946123 0.2625670 0.3664991
#> 69 0.5089894 0.4351244 0.2272518 0.2729552 0.3322309 0.3105922 0.3770045
#> 70 0.3541248 0.3880905 0.3658634 0.3296748 0.4353705 0.3925711 0.3920335
#> 71 0.3878254 0.3710937 0.3612015 0.3202788 0.4460159 0.4445875 0.3097219
#> 72 0.4713404 0.4305890 0.4309885 0.3495849 0.3846364 0.3667927 0.3050160
#> 73 0.4411092 0.2920039 0.3380099 0.2923088 0.2418586 0.2562245 0.3772045
#> 74 0.4478233 0.3758870 0.3424119 0.2798077 0.3182255 0.3633196 0.2610526
#> 75 0.3310175 0.4090491 0.2976463 0.2566716 0.4825433 0.3598457 0.4095456
#> 76 0.3801676 0.4856606 0.3238518 0.3275961 0.3471906 0.2209399 0.4207729
#> 77 0.5253670 0.2580707 0.3050397 0.2655825 0.3622898 0.3510791 0.3095631
#> 78 0.5826780 0.3977379 0.3772138 0.2961397 0.4909896 0.2872762 0.2488380
#> 79 0.4825068 0.3714125 0.3619333 0.3177897 0.3151926 0.3268699 0.2374160
#> 80 0.3562415 0.3217590 0.3924610 0.5925260 0.4986908 0.4328966 0.2491813
#> 43 44 45 46 47 48 49
#> 1 0.3334486 0.3540463 0.2943508 0.2988592 0.4484901 0.2553657 0.4197583
#> 2 0.3288953 0.4276429 0.3287007 0.2031651 0.4203351 0.3905842 0.2937534
#> 3 0.3402762 0.3912206 0.3249435 0.3514370 0.4862632 0.3061875 0.3315046
#> 4 0.3849033 0.3040265 0.3173503 0.3328571 0.3860938 0.4962795 0.2834967
#> 5 0.3713945 0.2882511 0.2339933 0.5934569 0.4542960 0.3355752 0.5701963
#> 6 0.3312006 0.4432346 0.3916740 0.5302586 0.3355134 0.4104695 0.4578937
#> 7 0.3689003 0.3049427 0.4093138 0.3489863 0.3834244 0.3093454 0.2999425
#> 8 0.2766806 0.2396216 0.3227455 0.4928754 0.3391207 0.3767474 0.3399946
#> 9 0.2583318 0.4565621 0.5686840 0.2142752 0.4616115 0.3904097 0.3561014
#> 10 0.3805420 0.3616510 0.2222094 0.2839892 0.4049526 0.3300715 0.3576376
#> 11 0.3248584 0.2265978 0.3886186 0.4171825 0.3335946 0.3362112 0.4633116
#> 12 0.5168133 0.3208818 0.3998274 0.4811402 0.3229053 0.2756440 0.3692829
#> 13 0.3571828 0.2817718 0.3269214 0.3046462 0.3224880 0.3453337 0.4855749
#> 14 0.4013266 0.3559202 0.4092058 0.4174402 0.3413597 0.2311193 0.3338238
#> 15 0.3423617 0.3000120 0.3798634 0.2167891 0.3739100 0.3358610 0.3118275
#> 16 0.3329516 0.3339742 0.2728408 0.4328520 0.3646778 0.2887581 0.5243150
#> 17 0.4246004 0.3376100 0.5462250 0.3186621 0.3385638 0.3025470 0.3833230
#> 18 0.3567063 0.3574280 0.4743207 0.4035750 0.4634241 0.3666126 0.4040220
#> 19 0.3262585 0.2466534 0.4460647 0.2478830 0.3439814 0.3398538 0.2867050
#> 20 0.4102978 0.3408184 0.6240792 0.3093241 0.3961644 0.2863252 0.2496520
#> 21 0.4946337 0.4294659 0.2651572 0.3757037 0.5096874 0.2774963 0.3805756
#> 22 0.4708426 0.4222007 0.3162566 0.4031663 0.3082466 0.2947579 0.4085026
#> 23 0.3690360 0.4033623 0.3324021 0.3434487 0.3848053 0.2848006 0.4167529
#> 24 0.3068232 0.3319382 0.3005384 0.3873098 0.4269413 0.2850082 0.3054107
#> 25 0.4126513 0.3687594 0.4133759 0.4692911 0.3534862 0.2529804 0.3111738
#> 26 0.4809315 0.4266402 0.4953949 0.3569432 0.3458125 0.3186389 0.2883937
#> 27 0.3137812 0.3272823 0.3179008 0.3710557 0.2799203 0.3680883 0.5213750
#> 28 0.2821524 0.3648901 0.2866436 0.3335140 0.3435052 0.2975936 0.3086921
#> 29 0.3799609 0.4961599 0.5514024 0.2297631 0.3318606 0.2878069 0.3091638
#> 30 0.5003993 0.3091088 0.3669052 0.3884026 0.3722302 0.3791688 0.3126439
#> 31 0.3892374 0.4999186 0.2758128 0.3211825 0.3510621 0.3145118 0.4132722
#> 32 0.5956131 0.3259010 0.2000579 0.3314563 0.3014511 0.2882141 0.2464250
#> 33 0.4476116 0.5182311 0.4024174 0.2385670 0.3239522 0.2868872 0.3155390
#> 34 0.3078702 0.2289086 0.4571195 0.2900856 0.3155500 0.2784294 0.2711528
#> 35 0.2764450 0.3191673 0.1872905 0.3769423 0.3012306 0.2295528 0.4457664
#> 36 0.3836136 0.3251973 0.3237615 0.3919360 0.3644690 0.2749518 0.3378848
#> 37 0.3398289 0.3493698 0.3508624 0.4582634 0.3643054 0.3411430 0.4044096
#> 38 0.4581426 0.4071007 0.4347060 0.3765190 0.3452398 0.3351814 0.3930593
#> 39 0.3709000 0.4927942 0.5246096 0.3742006 0.4478625 0.3042819 0.4571890
#> 40 0.3773657 0.5143363 0.2751317 0.4065901 0.2987357 0.2660771 0.3857941
#> 41 0.4444471 0.4876122 0.4157999 0.3117238 0.3698582 0.4286959 0.2650994
#> 42 0.2841952 0.2373595 0.2502143 0.4083535 0.3150488 0.3617007 0.4477967
#> 43 1.0000000 0.3541560 0.3126794 0.3704682 0.3260149 0.2913468 0.2900134
#> 44 0.3541560 1.0000000 0.3835595 0.3186288 0.3934864 0.3335284 0.3594652
#> 45 0.3126794 0.3835595 1.0000000 0.2609726 0.4512249 0.4125947 0.2866225
#> 46 0.3704682 0.3186288 0.2609726 1.0000000 0.3664627 0.3363822 0.5685662
#> 47 0.3260149 0.3934864 0.4512249 0.3664627 1.0000000 0.3855978 0.3534313
#> 48 0.2913468 0.3335284 0.4125947 0.3363822 0.3855978 1.0000000 0.3381161
#> 49 0.2900134 0.3594652 0.2866225 0.5685662 0.3534313 0.3381161 1.0000000
#> 50 0.2788839 0.2370808 0.3428275 0.3450032 0.4143146 0.3293585 0.3915145
#> 51 0.4274872 0.2648388 0.3532267 0.2829582 0.3425081 0.4229861 0.3036010
#> 52 0.2434402 0.4431256 0.2777436 0.2858832 0.3998907 0.3919285 0.4274764
#> 53 0.2547920 0.5090410 0.4473409 0.2450669 0.3818305 0.3939095 0.4112076
#> 54 0.5067513 0.3929549 0.3429189 0.4185363 0.3974671 0.4130928 0.3757773
#> 55 0.2842124 0.4206629 0.3513457 0.3996974 0.4501550 0.3704571 0.4392966
#> 56 0.4419033 0.3207414 0.3148564 0.3255658 0.3898214 0.2778515 0.3262823
#> 57 0.4639174 0.2732152 0.3297003 0.2767005 0.3713627 0.2368112 0.2793930
#> 58 0.3781782 0.3682033 0.4590584 0.3440486 0.3702353 0.3664222 0.3826224
#> 59 0.4897628 0.3541313 0.3669183 0.5120571 0.3766151 0.3128889 0.3077812
#> 60 0.4369176 0.2374248 0.3118958 0.4489383 0.3070740 0.2412590 0.3640653
#> 61 0.3074146 0.2249122 0.3609188 0.3372699 0.3687252 0.2879243 0.2813797
#> 62 0.3801719 0.3177424 0.3000627 0.3020627 0.3646352 0.3597111 0.4515626
#> 63 0.2081689 0.2849409 0.2598785 0.3243388 0.2952022 0.3098733 0.3515295
#> 64 0.2942506 0.4380652 0.3014501 0.3460757 0.4852529 0.4264085 0.4293572
#> 65 0.2347407 0.3164594 0.4401130 0.2818500 0.4214017 0.4806140 0.3998493
#> 66 0.3679146 0.3272822 0.3695271 0.3422397 0.3841656 0.2564125 0.2752215
#> 67 0.4413954 0.2324000 0.3681034 0.3724885 0.4123721 0.2827659 0.2682613
#> 68 0.3413481 0.2352971 0.4046136 0.3318483 0.4986506 0.2877160 0.3440575
#> 69 0.3586176 0.2452286 0.3437475 0.3332176 0.4629760 0.3235202 0.3508355
#> 70 0.3038926 0.3338388 0.4213723 0.3656603 0.2652089 0.4044582 0.2532216
#> 71 0.4960449 0.3835040 0.2416405 0.4641130 0.3040568 0.3765900 0.3870229
#> 72 0.2782042 0.2900578 0.5114884 0.3550594 0.3984964 0.2533297 0.2712701
#> 73 0.3366904 0.3016896 0.3791153 0.2907076 0.2980865 0.3999245 0.4581387
#> 74 0.4704473 0.3118893 0.3710543 0.3880410 0.4092566 0.4417318 0.2707526
#> 75 0.2795968 0.2913223 0.3339983 0.3647850 0.3389317 0.4303461 0.4026900
#> 76 0.3239147 0.2492594 0.2533526 0.7075017 0.3930213 0.3267290 0.5999700
#> 77 0.4151592 0.3033728 0.3317811 0.2825575 0.2908694 0.3432703 0.2566461
#> 78 0.3742344 0.3320023 0.3020706 0.3836750 0.3559813 0.2546402 0.2839278
#> 79 0.4191979 0.2878796 0.4435717 0.3186506 0.3565484 0.2756945 0.2443815
#> 80 0.3786438 0.5485846 0.4215562 0.3424774 0.4087334 0.3282318 0.3459874
#> 50 51 52 53 54 55 56
#> 1 0.3912250 0.3997517 0.3056372 0.4728172 0.2650211 0.3306824 0.5206763
#> 2 0.3565182 0.4228385 0.5100834 0.3948338 0.4593373 0.5059785 0.3197918
#> 3 0.3241622 0.3471452 0.4796020 0.3899486 0.3952989 0.4979570 0.3637991
#> 4 0.4333436 0.5583426 0.3000548 0.3050936 0.4646521 0.4398297 0.4750248
#> 5 0.3504485 0.3498315 0.3904191 0.3035687 0.4173694 0.4421342 0.3242680
#> 6 0.2566491 0.2835131 0.3106940 0.3373093 0.4084162 0.3160601 0.2628757
#> 7 0.3944341 0.3251565 0.2064871 0.2989814 0.3149174 0.2975481 0.4150957
#> 8 0.3558447 0.3204312 0.3823254 0.3026202 0.3812799 0.3644427 0.2697554
#> 9 0.3398662 0.4438284 0.4827611 0.7180948 0.2664204 0.4122832 0.3753372
#> 10 0.4257532 0.4115367 0.3569371 0.3022167 0.5797343 0.4189839 0.3933931
#> 11 0.3756951 0.3129907 0.2236897 0.2649554 0.2982563 0.2078893 0.2710411
#> 12 0.3625361 0.3501238 0.1893118 0.2868862 0.3563140 0.2415864 0.3672852
#> 13 0.3873404 0.4645694 0.4802617 0.4299310 0.3158347 0.2994967 0.2833611
#> 14 0.2630188 0.2450221 0.2937234 0.2750498 0.4029061 0.4142616 0.2685259
#> 15 0.4033020 0.5444517 0.4238622 0.6052948 0.2719871 0.3130948 0.4551321
#> 16 0.2633791 0.2806864 0.4903888 0.3643507 0.3556952 0.4634787 0.3369458
#> 17 0.3337849 0.3737781 0.3180276 0.3601707 0.3592927 0.2958254 0.3191939
#> 18 0.3699369 0.4093872 0.3134099 0.4551289 0.3809718 0.4335550 0.4927328
#> 19 0.3701497 0.5534333 0.3090017 0.4670813 0.3158821 0.3600470 0.3449900
#> 20 0.2777858 0.3108921 0.2383718 0.3171702 0.3238112 0.2987444 0.4179635
#> 21 0.3428392 0.3231116 0.3920872 0.3201958 0.4773966 0.5523566 0.5252627
#> 22 0.2481219 0.2619822 0.4224645 0.3842106 0.3020267 0.2885508 0.2340279
#> 23 0.4515739 0.3390693 0.4962588 0.4217920 0.4476138 0.5085539 0.4130054
#> 24 0.2381732 0.2232415 0.3226966 0.2791322 0.3639635 0.4086075 0.3334030
#> 25 0.2813262 0.2810422 0.2650223 0.3478859 0.2977877 0.2756976 0.3110012
#> 26 0.3286557 0.3168366 0.2026700 0.2732030 0.4526938 0.2628331 0.3466685
#> 27 0.3386097 0.3541809 0.3991138 0.4257726 0.3662275 0.3156354 0.2443116
#> 28 0.2471312 0.2857487 0.3993309 0.4736993 0.2668638 0.3144822 0.3012884
#> 29 0.2486200 0.3355160 0.3028844 0.4915556 0.4086817 0.3591428 0.3319255
#> 30 0.3449762 0.3159409 0.2244256 0.2669865 0.4709988 0.3268037 0.3118555
#> 31 0.2742762 0.2825024 0.5030742 0.4525108 0.3767119 0.4676222 0.3110558
#> 32 0.3375888 0.3373139 0.2789014 0.2305191 0.4206502 0.2766689 0.3696168
#> 33 0.3540622 0.5093856 0.4317140 0.5128541 0.3779686 0.4042809 0.4689034
#> 34 0.4562687 0.4008243 0.2731278 0.3663862 0.3488370 0.3763369 0.3198677
#> 35 0.3104524 0.3107133 0.3458407 0.3210754 0.3265685 0.3181778 0.3856201
#> 36 0.5694162 0.4406575 0.3184878 0.3573416 0.3937261 0.3633586 0.3330366
#> 37 0.2085308 0.2787296 0.3358041 0.3484477 0.4093336 0.4282836 0.2926051
#> 38 0.2429833 0.3042095 0.2572296 0.4405162 0.3484389 0.3166506 0.3660138
#> 39 0.3107992 0.2438320 0.2914991 0.3909724 0.3901970 0.3795589 0.3265195
#> 40 0.2417657 0.2867299 0.4601505 0.5194087 0.2966703 0.4206589 0.3163446
#> 41 0.2679222 0.4255334 0.2817366 0.4417705 0.4366748 0.4134276 0.3633934
#> 42 0.4335934 0.3667448 0.4104485 0.4233975 0.3269556 0.3457523 0.3969100
#> 43 0.2788839 0.4274872 0.2434402 0.2547920 0.5067513 0.2842124 0.4419033
#> 44 0.2370808 0.2648388 0.4431256 0.5090410 0.3929549 0.4206629 0.3207414
#> 45 0.3428275 0.3532267 0.2777436 0.4473409 0.3429189 0.3513457 0.3148564
#> 46 0.3450032 0.2829582 0.2858832 0.2450669 0.4185363 0.3996974 0.3255658
#> 47 0.4143146 0.3425081 0.3998907 0.3818305 0.3974671 0.4501550 0.3898214
#> 48 0.3293585 0.4229861 0.3919285 0.3939095 0.4130928 0.3704571 0.2778515
#> 49 0.3915145 0.3036010 0.4274764 0.4112076 0.3757773 0.4392966 0.3262823
#> 50 1.0000000 0.5581797 0.2869826 0.3548907 0.3794302 0.4285502 0.4336290
#> 51 0.5581797 1.0000000 0.2769188 0.3996336 0.4085654 0.3569068 0.5493464
#> 52 0.2869826 0.2769188 1.0000000 0.4918384 0.3617942 0.5224316 0.2743697
#> 53 0.3548907 0.3996336 0.4918384 1.0000000 0.2824403 0.4435704 0.3728821
#> 54 0.3794302 0.4085654 0.3617942 0.2824403 1.0000000 0.5811892 0.3616638
#> 55 0.4285502 0.3569068 0.5224316 0.4435704 0.5811892 1.0000000 0.3892536
#> 56 0.4336290 0.5493464 0.2743697 0.3728821 0.3616638 0.3892536 1.0000000
#> 57 0.4174267 0.5244251 0.2891316 0.3540658 0.3422101 0.3689446 0.6238802
#> 58 0.4514887 0.3827918 0.3243464 0.3182291 0.6515603 0.5146456 0.3350948
#> 59 0.3037872 0.3206914 0.1534309 0.2624742 0.4295568 0.2963553 0.3847204
#> 60 0.4584421 0.4111113 0.2282380 0.2991182 0.3790796 0.3504342 0.4020542
#> 61 0.4196050 0.3847871 0.2867041 0.3152544 0.4207268 0.3586982 0.3438001
#> 62 0.5561739 0.5288723 0.4995520 0.4695791 0.4407340 0.4148584 0.4035159
#> 63 0.2812505 0.2685682 0.4489331 0.4049499 0.2660977 0.3980023 0.2983887
#> 64 0.3500355 0.3734157 0.6065773 0.4016021 0.3552619 0.4627254 0.2996822
#> 65 0.5555862 0.4988643 0.4914681 0.4874347 0.4735894 0.6074907 0.3958696
#> 66 0.4502323 0.3759603 0.3268064 0.3087219 0.4031328 0.3727962 0.3713018
#> 67 0.3481757 0.4020979 0.2642933 0.3023065 0.2943647 0.3032971 0.4453928
#> 68 0.3755497 0.3513427 0.3570220 0.3602524 0.2865699 0.3678689 0.4046676
#> 69 0.4701821 0.5025707 0.3717242 0.3351075 0.4621155 0.4741759 0.3816102
#> 70 0.3200765 0.3857676 0.3385353 0.4185890 0.3309108 0.3460251 0.3464042
#> 71 0.3832592 0.4427420 0.2566124 0.3195106 0.3946565 0.3338495 0.3522424
#> 72 0.3410914 0.3281966 0.2446019 0.4608385 0.3110774 0.4123225 0.2618386
#> 73 0.4400493 0.4288842 0.5023663 0.3497223 0.4450262 0.3824890 0.3395543
#> 74 0.4161679 0.5741658 0.3157001 0.2903468 0.4743030 0.4167355 0.3955642
#> 75 0.3139137 0.3934997 0.5414927 0.4894407 0.3198227 0.4623408 0.2988312
#> 76 0.3693502 0.3035502 0.3291967 0.2586239 0.3667406 0.3881160 0.3133025
#> 77 0.4371557 0.4790953 0.3595361 0.3489860 0.3644750 0.3362488 0.3471707
#> 78 0.3493341 0.3860624 0.3619195 0.3866069 0.2995978 0.4183258 0.3444011
#> 79 0.3631709 0.4313532 0.2852120 0.2855969 0.3945401 0.3284536 0.4055549
#> 80 0.2961886 0.3076500 0.3975911 0.4834864 0.3210060 0.4261409 0.3749874
#> 57 58 59 60 61 62 63
#> 1 0.4986979 0.2593505 0.3658395 0.2908599 0.2349397 0.3501990 0.2670903
#> 2 0.3741098 0.4631232 0.2198908 0.2484245 0.2901545 0.4383141 0.2539419
#> 3 0.3421209 0.2851623 0.3068940 0.3615593 0.4089836 0.4022930 0.4511786
#> 4 0.3644438 0.3716840 0.3470037 0.3548593 0.3943140 0.4295564 0.3607012
#> 5 0.3421505 0.3109234 0.3761066 0.3642315 0.3331546 0.3706560 0.3955011
#> 6 0.2762717 0.4638677 0.3824780 0.4440730 0.3008508 0.2948216 0.2841932
#> 7 0.3547147 0.3941090 0.5766200 0.4581201 0.4499223 0.2899181 0.3301219
#> 8 0.2553393 0.2844002 0.3840229 0.3351281 0.4542313 0.3328976 0.5301005
#> 9 0.3951619 0.3253676 0.2367403 0.2720704 0.3230810 0.4276095 0.3646677
#> 10 0.3394274 0.4540924 0.3371861 0.2952278 0.2894918 0.4276641 0.1898773
#> 11 0.2586031 0.3141847 0.4386827 0.3651368 0.3933218 0.3042993 0.3352710
#> 12 0.3442847 0.3898149 0.5175984 0.6067621 0.4079134 0.4019783 0.2973407
#> 13 0.2991663 0.3285826 0.2185032 0.3837262 0.3328362 0.6273956 0.3167276
#> 14 0.3830010 0.5358032 0.4192893 0.5010483 0.3800622 0.3193359 0.2775264
#> 15 0.3912259 0.2552875 0.2571852 0.3603618 0.3407953 0.5226235 0.4222522
#> 16 0.3936015 0.3226724 0.2575216 0.2509724 0.2281745 0.2964715 0.3655565
#> 17 0.4110617 0.4247737 0.2747172 0.3894561 0.3931562 0.4250101 0.2139035
#> 18 0.5193994 0.3459452 0.3761830 0.3542637 0.2856371 0.3345232 0.2339872
#> 19 0.4455034 0.3373832 0.2655230 0.4750237 0.5630538 0.4875457 0.3600646
#> 20 0.4358778 0.4415296 0.4896363 0.3696518 0.4176109 0.2555264 0.3017817
#> 21 0.4520140 0.4038692 0.3888961 0.3416382 0.2598428 0.3414262 0.2428524
#> 22 0.2730301 0.2742814 0.3314135 0.3221142 0.2417148 0.4244419 0.3150639
#> 23 0.3515858 0.3576798 0.2545085 0.4548697 0.4645606 0.5932905 0.3411894
#> 24 0.3861512 0.3570479 0.4467676 0.3280312 0.4211523 0.2562049 0.4002963
#> 25 0.3612657 0.3654631 0.4385902 0.5687688 0.3414698 0.3180218 0.2730498
#> 26 0.3266139 0.4069219 0.5136114 0.3992362 0.4016737 0.3021505 0.2026655
#> 27 0.2083608 0.2911322 0.2850858 0.3804853 0.4052271 0.5932820 0.3373499
#> 28 0.2555337 0.1727341 0.3165113 0.3098141 0.4056339 0.3526782 0.4622239
#> 29 0.3850812 0.4392913 0.2925016 0.3497027 0.3285478 0.3020316 0.2493995
#> 30 0.3630067 0.4595530 0.4749981 0.4338910 0.3671138 0.3035490 0.1780607
#> 31 0.3262689 0.3334597 0.3331115 0.3744476 0.2979402 0.4668473 0.4559255
#> 32 0.4304190 0.3871602 0.3449691 0.3871936 0.2667320 0.3803142 0.2086289
#> 33 0.5497699 0.4876955 0.2228696 0.3467803 0.2598203 0.4413385 0.2477105
#> 34 0.5095249 0.4684466 0.2892114 0.4580660 0.4965326 0.4213783 0.3236501
#> 35 0.3313645 0.2892133 0.2634174 0.3147316 0.3165403 0.3260876 0.4269825
#> 36 0.4332003 0.3562447 0.3461913 0.4981543 0.4478562 0.5474438 0.3256019
#> 37 0.3051215 0.3528384 0.4629683 0.3324764 0.4233619 0.2975227 0.3928492
#> 38 0.3835520 0.3498103 0.4438603 0.4332440 0.3791552 0.3199176 0.2551142
#> 39 0.3799358 0.5849515 0.3944862 0.3767110 0.2531710 0.2873091 0.2132297
#> 40 0.3304613 0.2992630 0.2968759 0.3133196 0.2668232 0.3417186 0.4703614
#> 41 0.3079981 0.3484300 0.4532423 0.3325802 0.3403021 0.3639376 0.3068065
#> 42 0.3395958 0.2476444 0.3047417 0.3966057 0.3873025 0.4556735 0.4129464
#> 43 0.4639174 0.3781782 0.4897628 0.4369176 0.3074146 0.3801719 0.2081689
#> 44 0.2732152 0.3682033 0.3541313 0.2374248 0.2249122 0.3177424 0.2849409
#> 45 0.3297003 0.4590584 0.3669183 0.3118958 0.3609188 0.3000627 0.2598785
#> 46 0.2767005 0.3440486 0.5120571 0.4489383 0.3372699 0.3020627 0.3243388
#> 47 0.3713627 0.3702353 0.3766151 0.3070740 0.3687252 0.3646352 0.2952022
#> 48 0.2368112 0.3664222 0.3128889 0.2412590 0.2879243 0.3597111 0.3098733
#> 49 0.2793930 0.3826224 0.3077812 0.3640653 0.2813797 0.4515626 0.3515295
#> 50 0.4174267 0.4514887 0.3037872 0.4584421 0.4196050 0.5561739 0.2812505
#> 51 0.5244251 0.3827918 0.3206914 0.4111113 0.3847871 0.5288723 0.2685682
#> 52 0.2891316 0.3243464 0.1534309 0.2282380 0.2867041 0.4995520 0.4489331
#> 53 0.3540658 0.3182291 0.2624742 0.2991182 0.3152544 0.4695791 0.4049499
#> 54 0.3422101 0.6515603 0.4295568 0.3790796 0.4207268 0.4407340 0.2660977
#> 55 0.3689446 0.5146456 0.2963553 0.3504342 0.3586982 0.4148584 0.3980023
#> 56 0.6238802 0.3350948 0.3847204 0.4020542 0.3438001 0.4035159 0.2983887
#> 57 1.0000000 0.4347184 0.2951376 0.4691320 0.3602430 0.3831811 0.2279762
#> 58 0.4347184 1.0000000 0.3618292 0.4716990 0.3701440 0.3905072 0.2592513
#> 59 0.2951376 0.3618292 1.0000000 0.4184124 0.3610708 0.2495824 0.2432018
#> 60 0.4691320 0.4716990 0.4184124 1.0000000 0.5318973 0.4540182 0.3178554
#> 61 0.3602430 0.3701440 0.3610708 0.5318973 1.0000000 0.4432690 0.3698629
#> 62 0.3831811 0.3905072 0.2495824 0.4540182 0.4432690 1.0000000 0.3425988
#> 63 0.2279762 0.2592513 0.2432018 0.3178554 0.3698629 0.3425988 1.0000000
#> 64 0.3159794 0.2886609 0.2293509 0.2253772 0.2579510 0.4999208 0.3348170
#> 65 0.3773907 0.4254330 0.2460486 0.2942195 0.4289308 0.4975115 0.3716310
#> 66 0.3886035 0.3579859 0.3465887 0.4557835 0.4652625 0.4827491 0.3412626
#> 67 0.4644514 0.2567407 0.3713457 0.4945008 0.4657200 0.3912222 0.2772500
#> 68 0.4261934 0.3516140 0.3412570 0.3663181 0.3688653 0.3290102 0.4498229
#> 69 0.4461998 0.4117371 0.3571769 0.3810145 0.5284414 0.4702690 0.3844020
#> 70 0.4031220 0.4067468 0.3590932 0.4274036 0.3703961 0.3448623 0.3484087
#> 71 0.2720205 0.3326358 0.4835466 0.3824543 0.2914269 0.3798089 0.3284955
#> 72 0.3386670 0.3438119 0.4054684 0.4111644 0.4478986 0.2752275 0.3931788
#> 73 0.3231566 0.4461183 0.2339579 0.3851526 0.4148183 0.6588213 0.3072537
#> 74 0.4147939 0.4232097 0.3815210 0.4129237 0.4105198 0.4513508 0.2564034
#> 75 0.3485279 0.3528396 0.2804691 0.3383040 0.3302297 0.4482722 0.5009161
#> 76 0.2967919 0.3333667 0.4009486 0.3902947 0.3548976 0.3196760 0.4118166
#> 77 0.4049633 0.4514877 0.2653189 0.5733728 0.4613102 0.5888069 0.3326152
#> 78 0.4940601 0.3311374 0.2910845 0.4181296 0.3406047 0.3939575 0.3705377
#> 79 0.5207971 0.5315331 0.3418469 0.4955796 0.5578170 0.4018529 0.3286624
#> 80 0.4372430 0.4394039 0.3275744 0.3487609 0.2028753 0.3551246 0.2877155
#> 64 65 66 67 68 69 70
#> 1 0.4135020 0.3890523 0.3477194 0.3638762 0.4414856 0.4456296 0.3070467
#> 2 0.5028447 0.5031013 0.3508733 0.3106028 0.2880554 0.4228790 0.2842448
#> 3 0.4708963 0.4577335 0.5819154 0.4703074 0.3953575 0.5088269 0.3186128
#> 4 0.3617128 0.4881350 0.3769621 0.4163028 0.3091114 0.4060757 0.3767204
#> 5 0.5242184 0.3472060 0.3395121 0.3315848 0.4523500 0.5577037 0.2963860
#> 6 0.3408940 0.3069037 0.3023218 0.2644023 0.2652469 0.2398061 0.4418159
#> 7 0.2247054 0.3350341 0.3483738 0.3772291 0.4879136 0.4619696 0.3937085
#> 8 0.3520972 0.4708286 0.4247739 0.3746582 0.4000724 0.4602229 0.4480304
#> 9 0.4347878 0.5430517 0.3917918 0.3493828 0.4917509 0.4239435 0.3781957
#> 10 0.3199494 0.3843625 0.3961662 0.2498971 0.2873750 0.4139756 0.1993792
#> 11 0.2293050 0.3355960 0.3308253 0.2843914 0.3722337 0.3438488 0.2902841
#> 12 0.2811835 0.2458691 0.4270445 0.5198413 0.3210615 0.3027754 0.3913829
#> 13 0.4447842 0.3526201 0.3148461 0.3364998 0.3000066 0.3421991 0.2727641
#> 14 0.3546505 0.3093067 0.4376570 0.4364967 0.3840413 0.4044100 0.4476037
#> 15 0.3528011 0.4449637 0.3643175 0.3903487 0.4680041 0.3965268 0.3830537
#> 16 0.4979961 0.3952246 0.2613517 0.3162843 0.4843143 0.3692873 0.3081953
#> 17 0.3880909 0.3518651 0.3111214 0.4277911 0.3519714 0.3345948 0.3690581
#> 18 0.4194317 0.4932654 0.3002433 0.4963052 0.4084565 0.3450184 0.4742323
#> 19 0.3031334 0.4048250 0.4652527 0.3803500 0.3859410 0.5562675 0.3806945
#> 20 0.2594036 0.3069704 0.4307223 0.4244458 0.5234947 0.4420055 0.4472466
#> 21 0.3862375 0.3738162 0.3122422 0.3715873 0.4237718 0.3592180 0.2644011
#> 22 0.5104943 0.2774025 0.3724493 0.3655314 0.3437919 0.3436610 0.3554254
#> 23 0.3951769 0.4673089 0.4839388 0.4365550 0.3144203 0.4042198 0.2974999
#> 24 0.3278417 0.3382161 0.3870754 0.3865963 0.4576685 0.3978505 0.3595167
#> 25 0.2884468 0.2551525 0.3977009 0.4347409 0.4305333 0.3283878 0.5501012
#> 26 0.2708129 0.3256054 0.5182206 0.3752948 0.2699994 0.3167750 0.3481465
#> 27 0.4062283 0.3618937 0.2988044 0.2983886 0.2252063 0.2908770 0.2779036
#> 28 0.4047441 0.3607357 0.3680355 0.4083251 0.3074813 0.3211567 0.3102983
#> 29 0.2964402 0.3585804 0.3415724 0.3086340 0.2674278 0.2856520 0.3089195
#> 30 0.2691477 0.2941202 0.2787172 0.4215618 0.3309893 0.3190433 0.3449710
#> 31 0.5038055 0.3716496 0.3998850 0.2915866 0.3511695 0.4076761 0.3850213
#> 32 0.2741685 0.2492446 0.3587912 0.3887687 0.2784252 0.3303319 0.3212413
#> 33 0.3477236 0.3763979 0.3862681 0.2722608 0.2960907 0.3077773 0.3593651
#> 34 0.3358658 0.4524588 0.4864830 0.3938585 0.3893679 0.4524821 0.4789194
#> 35 0.3574382 0.3106384 0.2746019 0.2334590 0.2942198 0.2983181 0.2699161
#> 36 0.4276980 0.4145728 0.7097805 0.4170108 0.3579550 0.5089894 0.3541248
#> 37 0.3016110 0.3032100 0.2955195 0.3317798 0.4108760 0.4351244 0.3880905
#> 38 0.2583613 0.3112854 0.3001620 0.4020871 0.2687300 0.2272518 0.3658634
#> 39 0.2854947 0.3107824 0.2931817 0.2900067 0.3889715 0.2729552 0.3296748
#> 40 0.3744649 0.3051674 0.3258313 0.3198954 0.3946123 0.3322309 0.4353705
#> 41 0.3402582 0.3732528 0.2893962 0.3533151 0.2625670 0.3105922 0.3925711
#> 42 0.3071770 0.4495560 0.3283546 0.3544001 0.3664991 0.3770045 0.3920335
#> 43 0.2942506 0.2347407 0.3679146 0.4413954 0.3413481 0.3586176 0.3038926
#> 44 0.4380652 0.3164594 0.3272822 0.2324000 0.2352971 0.2452286 0.3338388
#> 45 0.3014501 0.4401130 0.3695271 0.3681034 0.4046136 0.3437475 0.4213723
#> 46 0.3460757 0.2818500 0.3422397 0.3724885 0.3318483 0.3332176 0.3656603
#> 47 0.4852529 0.4214017 0.3841656 0.4123721 0.4986506 0.4629760 0.2652089
#> 48 0.4264085 0.4806140 0.2564125 0.2827659 0.2877160 0.3235202 0.4044582
#> 49 0.4293572 0.3998493 0.2752215 0.2682613 0.3440575 0.3508355 0.2532216
#> 50 0.3500355 0.5555862 0.4502323 0.3481757 0.3755497 0.4701821 0.3200765
#> 51 0.3734157 0.4988643 0.3759603 0.4020979 0.3513427 0.5025707 0.3857676
#> 52 0.6065773 0.4914681 0.3268064 0.2642933 0.3570220 0.3717242 0.3385353
#> 53 0.4016021 0.4874347 0.3087219 0.3023065 0.3602524 0.3351075 0.4185890
#> 54 0.3552619 0.4735894 0.4031328 0.2943647 0.2865699 0.4621155 0.3309108
#> 55 0.4627254 0.6074907 0.3727962 0.3032971 0.3678689 0.4741759 0.3460251
#> 56 0.2996822 0.3958696 0.3713018 0.4453928 0.4046676 0.3816102 0.3464042
#> 57 0.3159794 0.3773907 0.3886035 0.4644514 0.4261934 0.4461998 0.4031220
#> 58 0.2886609 0.4254330 0.3579859 0.2567407 0.3516140 0.4117371 0.4067468
#> 59 0.2293509 0.2460486 0.3465887 0.3713457 0.3412570 0.3571769 0.3590932
#> 60 0.2253772 0.2942195 0.4557835 0.4945008 0.3663181 0.3810145 0.4274036
#> 61 0.2579510 0.4289308 0.4652625 0.4657200 0.3688653 0.5284414 0.3703961
#> 62 0.4999208 0.4975115 0.4827491 0.3912222 0.3290102 0.4702690 0.3448623
#> 63 0.3348170 0.3716310 0.3412626 0.2772500 0.4498229 0.3844020 0.3484087
#> 64 1.0000000 0.4914624 0.3562344 0.3514322 0.3263598 0.4482129 0.3053701
#> 65 0.4914624 1.0000000 0.4221172 0.3394010 0.3777650 0.5382029 0.4183432
#> 66 0.3562344 0.4221172 1.0000000 0.4345875 0.3861431 0.4971717 0.3295852
#> 67 0.3514322 0.3394010 0.4345875 1.0000000 0.4224147 0.4008137 0.3617070
#> 68 0.3263598 0.3777650 0.3861431 0.4224147 1.0000000 0.5697427 0.3582451
#> 69 0.4482129 0.5382029 0.4971717 0.4008137 0.5697427 1.0000000 0.3360994
#> 70 0.3053701 0.4183432 0.3295852 0.3617070 0.3582451 0.3360994 1.0000000
#> 71 0.3119037 0.2778730 0.2854011 0.3050612 0.2799126 0.3250157 0.3552026
#> 72 0.2718529 0.3656755 0.4335560 0.3480160 0.4297607 0.4039831 0.3874822
#> 73 0.4548369 0.5229407 0.4954347 0.2910537 0.2983350 0.4166087 0.3309373
#> 74 0.4229161 0.3763149 0.4836016 0.5328215 0.3602005 0.4254735 0.3944473
#> 75 0.4901109 0.4625514 0.3553440 0.3891523 0.4162490 0.4738834 0.4840615
#> 76 0.3719322 0.2980016 0.2979698 0.3246435 0.4694091 0.3973485 0.3126956
#> 77 0.3549773 0.3847213 0.5384505 0.3873179 0.3141970 0.4459240 0.4937794
#> 78 0.4384918 0.3142676 0.4855531 0.4808254 0.3870156 0.4041180 0.4013969
#> 79 0.3111540 0.3358518 0.5248722 0.4698529 0.3949445 0.5082631 0.4350692
#> 80 0.4333875 0.3157290 0.2964523 0.3238064 0.3917005 0.2733978 0.4976341
#> 71 72 73 74 75 76 77
#> 1 0.3388052 0.2939796 0.2787418 0.3224768 0.3704573 0.3541073 0.2505785
#> 2 0.3355271 0.2274766 0.3787107 0.4707518 0.4311900 0.2181895 0.3945726
#> 3 0.3410875 0.3815661 0.3545375 0.4470753 0.4481910 0.3389632 0.3818394
#> 4 0.4745048 0.2800400 0.3354072 0.5264922 0.3452307 0.3212054 0.4598453
#> 5 0.4217800 0.3552951 0.3218164 0.3858409 0.4497868 0.7062648 0.2819502
#> 6 0.3065710 0.3556635 0.3904508 0.3083501 0.3584174 0.3748300 0.3805472
#> 7 0.4166394 0.3291271 0.2565997 0.3232358 0.2911519 0.3360889 0.3539176
#> 8 0.3140904 0.4344482 0.3550115 0.3525351 0.5506160 0.4584564 0.3529653
#> 9 0.2591874 0.4172577 0.3803964 0.3711555 0.4794162 0.2510134 0.3525098
#> 10 0.3461808 0.1929444 0.4011709 0.4199260 0.2865016 0.2743767 0.3126459
#> 11 0.3595659 0.3510719 0.3870767 0.2649933 0.3053800 0.4787814 0.2567758
#> 12 0.4674894 0.3821637 0.3214164 0.4488973 0.2673599 0.4187596 0.4239578
#> 13 0.3018545 0.2942912 0.6145045 0.3615137 0.4595579 0.3497461 0.4469464
#> 14 0.2797519 0.4322846 0.3613350 0.3929922 0.4342532 0.3279861 0.4812551
#> 15 0.3199318 0.3722470 0.3942512 0.3445142 0.4048203 0.2759485 0.3787835
#> 16 0.2629945 0.3291692 0.2973871 0.2830177 0.4403958 0.4978855 0.2174239
#> 17 0.2759769 0.3499464 0.4193408 0.3672187 0.2560017 0.3375218 0.3711309
#> 18 0.2808717 0.3721128 0.2823408 0.3738364 0.3407483 0.3530156 0.2495163
#> 19 0.2904650 0.5186522 0.4256285 0.4386520 0.4365280 0.2960565 0.5568275
#> 20 0.2614046 0.4383745 0.3263069 0.3894435 0.3905765 0.2980556 0.3927694
#> 21 0.3976484 0.2389774 0.2883522 0.3825956 0.3127878 0.3280530 0.2658639
#> 22 0.3669386 0.3161683 0.3881180 0.3242745 0.4626681 0.3181850 0.3726089
#> 23 0.3170285 0.2859850 0.4938210 0.3209119 0.3210588 0.2698158 0.4848423
#> 24 0.2646657 0.4200731 0.2663115 0.3550049 0.3564039 0.4435018 0.2841511
#> 25 0.3533733 0.3962142 0.2704257 0.3545141 0.3212923 0.3323277 0.4360896
#> 26 0.3383080 0.3663516 0.3781010 0.3997604 0.1983021 0.3105300 0.3835604
#> 27 0.3464218 0.3413251 0.5602746 0.3050526 0.3429617 0.3861055 0.3626697
#> 28 0.2802491 0.4641563 0.2993498 0.2726047 0.3420405 0.3447678 0.2664879
#> 29 0.2630363 0.4467095 0.3357963 0.2923551 0.2407933 0.2232297 0.3038281
#> 30 0.4271106 0.3196695 0.2755115 0.4137143 0.2423050 0.3775830 0.3063647
#> 31 0.4522576 0.3336424 0.3995050 0.3286727 0.4308854 0.3766093 0.3915926
#> 32 0.4232141 0.1888068 0.2568773 0.3687545 0.2754136 0.2597358 0.4473784
#> 33 0.3414730 0.3051753 0.4424023 0.3910391 0.3653114 0.2080694 0.4955387
#> 34 0.2392394 0.5893788 0.4398680 0.4194251 0.3875215 0.3400454 0.5398375
#> 35 0.2666771 0.2974823 0.3628727 0.2496242 0.3324360 0.4751763 0.2973310
#> 36 0.3878254 0.4713404 0.4411092 0.4478233 0.3310175 0.3801676 0.5253670
#> 37 0.3710937 0.4305890 0.2920039 0.3758870 0.4090491 0.4856606 0.2580707
#> 38 0.3612015 0.4309885 0.3380099 0.3424119 0.2976463 0.3238518 0.3050397
#> 39 0.3202788 0.3495849 0.2923088 0.2798077 0.2566716 0.3275961 0.2655825
#> 40 0.4460159 0.3846364 0.2418586 0.3182255 0.4825433 0.3471906 0.3622898
#> 41 0.4445875 0.3667927 0.2562245 0.3633196 0.3598457 0.2209399 0.3510791
#> 42 0.3097219 0.3050160 0.3772045 0.2610526 0.4095456 0.4207729 0.3095631
#> 43 0.4960449 0.2782042 0.3366904 0.4704473 0.2795968 0.3239147 0.4151592
#> 44 0.3835040 0.2900578 0.3016896 0.3118893 0.2913223 0.2492594 0.3033728
#> 45 0.2416405 0.5114884 0.3791153 0.3710543 0.3339983 0.2533526 0.3317811
#> 46 0.4641130 0.3550594 0.2907076 0.3880410 0.3647850 0.7075017 0.2825575
#> 47 0.3040568 0.3984964 0.2980865 0.4092566 0.3389317 0.3930213 0.2908694
#> 48 0.3765900 0.2533297 0.3999245 0.4417318 0.4303461 0.3267290 0.3432703
#> 49 0.3870229 0.2712701 0.4581387 0.2707526 0.4026900 0.5999700 0.2566461
#> 50 0.3832592 0.3410914 0.4400493 0.4161679 0.3139137 0.3693502 0.4371557
#> 51 0.4427420 0.3281966 0.4288842 0.5741658 0.3934997 0.3035502 0.4790953
#> 52 0.2566124 0.2446019 0.5023663 0.3157001 0.5414927 0.3291967 0.3595361
#> 53 0.3195106 0.4608385 0.3497223 0.2903468 0.4894407 0.2586239 0.3489860
#> 54 0.3946565 0.3110774 0.4450262 0.4743030 0.3198227 0.3667406 0.3644750
#> 55 0.3338495 0.4123225 0.3824890 0.4167355 0.4623408 0.3881160 0.3362488
#> 56 0.3522424 0.2618386 0.3395543 0.3955642 0.2988312 0.3133025 0.3471707
#> 57 0.2720205 0.3386670 0.3231566 0.4147939 0.3485279 0.2967919 0.4049633
#> 58 0.3326358 0.3438119 0.4461183 0.4232097 0.3528396 0.3333667 0.4514877
#> 59 0.4835466 0.4054684 0.2339579 0.3815210 0.2804691 0.4009486 0.2653189
#> 60 0.3824543 0.4111644 0.3851526 0.4129237 0.3383040 0.3902947 0.5733728
#> 61 0.2914269 0.4478986 0.4148183 0.4105198 0.3302297 0.3548976 0.4613102
#> 62 0.3798089 0.2752275 0.6588213 0.4513508 0.4482722 0.3196760 0.5888069
#> 63 0.3284955 0.3931788 0.3072537 0.2564034 0.5009161 0.4118166 0.3326152
#> 64 0.3119037 0.2718529 0.4548369 0.4229161 0.4901109 0.3719322 0.3549773
#> 65 0.2778730 0.3656755 0.5229407 0.3763149 0.4625514 0.2980016 0.3847213
#> 66 0.2854011 0.4335560 0.4954347 0.4836016 0.3553440 0.2979698 0.5384505
#> 67 0.3050612 0.3480160 0.2910537 0.5328215 0.3891523 0.3246435 0.3873179
#> 68 0.2799126 0.4297607 0.2983350 0.3602005 0.4162490 0.4694091 0.3141970
#> 69 0.3250157 0.4039831 0.4166087 0.4254735 0.4738834 0.3973485 0.4459240
#> 70 0.3552026 0.3874822 0.3309373 0.3944473 0.4840615 0.3126956 0.4937794
#> 71 1.0000000 0.2676548 0.2644064 0.4721406 0.3470701 0.4492624 0.3594499
#> 72 0.2676548 1.0000000 0.2609524 0.3371746 0.3853414 0.3752002 0.3210293
#> 73 0.2644064 0.2609524 1.0000000 0.3936315 0.4268888 0.3073212 0.5577629
#> 74 0.4721406 0.3371746 0.3936315 1.0000000 0.4459994 0.4175533 0.4819368
#> 75 0.3470701 0.3853414 0.4268888 0.4459994 1.0000000 0.3854882 0.4382171
#> 76 0.4492624 0.3752002 0.3073212 0.4175533 0.3854882 1.0000000 0.2456864
#> 77 0.3594499 0.3210293 0.5577629 0.4819368 0.4382171 0.2456864 1.0000000
#> 78 0.3573761 0.4866424 0.3012008 0.5395818 0.4882579 0.3720349 0.4831586
#> 79 0.2783849 0.4235352 0.4386323 0.4973883 0.4032699 0.3072848 0.6410426
#> 80 0.4011970 0.3147793 0.2682940 0.3830940 0.3929513 0.2995138 0.3633999
#> 78 79 80
#> 1 0.3339677 0.2523576 0.3908618
#> 2 0.3953565 0.3596652 0.4178216
#> 3 0.5212376 0.3546414 0.3535756
#> 4 0.3389721 0.3856242 0.3044987
#> 5 0.3834691 0.2837543 0.3101139
#> 6 0.3061159 0.3454250 0.4145112
#> 7 0.2576527 0.3574434 0.3556091
#> 8 0.3882597 0.3554862 0.2559194
#> 9 0.3535558 0.3255031 0.4469295
#> 10 0.2775575 0.2886014 0.2689956
#> 11 0.2058961 0.2945154 0.2067091
#> 12 0.4257575 0.4853364 0.3921625
#> 13 0.3607218 0.3611732 0.2931877
#> 14 0.4837418 0.5804394 0.4436271
#> 15 0.3390355 0.3052543 0.3474925
#> 16 0.3646600 0.2555751 0.4018735
#> 17 0.3772345 0.4802305 0.4296737
#> 18 0.3785789 0.2944366 0.5306001
#> 19 0.4587081 0.5254259 0.2774267
#> 20 0.3531395 0.6366207 0.3639764
#> 21 0.3250076 0.2496967 0.5001002
#> 22 0.4140177 0.2931094 0.4578871
#> 23 0.3574787 0.3843807 0.3647165
#> 24 0.4315533 0.4190138 0.3277284
#> 25 0.4352220 0.3842793 0.6101147
#> 26 0.2808343 0.4123811 0.3032827
#> 27 0.2988388 0.2764927 0.2643011
#> 28 0.3292548 0.2487597 0.2651483
#> 29 0.3407597 0.3684716 0.4053312
#> 30 0.2797175 0.3351999 0.3426424
#> 31 0.4386491 0.3133793 0.5040442
#> 32 0.3610557 0.3863683 0.3458162
#> 33 0.4412099 0.4420767 0.5356537
#> 34 0.5442980 0.6473707 0.3492247
#> 35 0.3202149 0.3517189 0.2302562
#> 36 0.5826780 0.4825068 0.3562415
#> 37 0.3977379 0.3714125 0.3217590
#> 38 0.3772138 0.3619333 0.3924610
#> 39 0.2961397 0.3177897 0.5925260
#> 40 0.4909896 0.3151926 0.4986908
#> 41 0.2872762 0.3268699 0.4328966
#> 42 0.2488380 0.2374160 0.2491813
#> 43 0.3742344 0.4191979 0.3786438
#> 44 0.3320023 0.2878796 0.5485846
#> 45 0.3020706 0.4435717 0.4215562
#> 46 0.3836750 0.3186506 0.3424774
#> 47 0.3559813 0.3565484 0.4087334
#> 48 0.2546402 0.2756945 0.3282318
#> 49 0.2839278 0.2443815 0.3459874
#> 50 0.3493341 0.3631709 0.2961886
#> 51 0.3860624 0.4313532 0.3076500
#> 52 0.3619195 0.2852120 0.3975911
#> 53 0.3866069 0.2855969 0.4834864
#> 54 0.2995978 0.3945401 0.3210060
#> 55 0.4183258 0.3284536 0.4261409
#> 56 0.3444011 0.4055549 0.3749874
#> 57 0.4940601 0.5207971 0.4372430
#> 58 0.3311374 0.5315331 0.4394039
#> 59 0.2910845 0.3418469 0.3275744
#> 60 0.4181296 0.4955796 0.3487609
#> 61 0.3406047 0.5578170 0.2028753
#> 62 0.3939575 0.4018529 0.3551246
#> 63 0.3705377 0.3286624 0.2877155
#> 64 0.4384918 0.3111540 0.4333875
#> 65 0.3142676 0.3358518 0.3157290
#> 66 0.4855531 0.5248722 0.2964523
#> 67 0.4808254 0.4698529 0.3238064
#> 68 0.3870156 0.3949445 0.3917005
#> 69 0.4041180 0.5082631 0.2733978
#> 70 0.4013969 0.4350692 0.4976341
#> 71 0.3573761 0.2783849 0.4011970
#> 72 0.4866424 0.4235352 0.3147793
#> 73 0.3012008 0.4386323 0.2682940
#> 74 0.5395818 0.4973883 0.3830940
#> 75 0.4882579 0.4032699 0.3929513
#> 76 0.3720349 0.3072848 0.2995138
#> 77 0.4831586 0.6410426 0.3633999
#> 78 1.0000000 0.5221510 0.4975544
#> 79 0.5221510 1.0000000 0.3178686
#> 80 0.4975544 0.3178686 1.0000000
#>
#> $Y
#> [,1]
#> 1 -1.48432960
#> 2 -0.54695398
#> 3 -0.23145502
#> 4 -0.34003013
#> 5 -0.97633722
#> 6 -0.38667660
#> 7 -0.38667660
#> 8 1.57418914
#> 9 -0.54695398
#> 10 -0.15811388
#> 11 2.10405254
#> 12 -0.23145502
#> 13 -0.38667660
#> 14 -1.09692040
#> 15 -0.15811388
#> 16 -0.15811388
#> 17 -0.54695398
#> 18 -0.38667660
#> 19 0.65978609
#> 20 -1.09692040
#> 21 -0.43627414
#> 22 -0.28961087
#> 23 -0.38667660
#> 24 -0.97633722
#> 25 -1.09692040
#> 26 -0.15811388
#> 27 -0.43627414
#> 28 -0.43627414
#> 29 -0.38667660
#> 30 -0.23145502
#> 31 2.30072697
#> 32 -0.49023986
#> 33 -0.54695398
#> 34 -0.73444882
#> 35 1.31082939
#> 36 -0.97633722
#> 37 1.70134282
#> 38 -0.54695398
#> 39 -0.15811388
#> 40 1.07714870
#> 41 -0.15811388
#> 42 -0.49023986
#> 43 -0.34003013
#> 44 -0.97633722
#> 45 -0.15811388
#> 46 -0.91410465
#> 47 -1.09692040
#> 48 -0.43627414
#> 49 -0.38667660
#> 50 -0.09836581
#> 51 -0.79392956
#> 52 0.46851068
#> 53 -0.34003013
#> 54 1.95366297
#> 55 2.60558118
#> 56 -0.54695398
#> 57 -1.09692040
#> 58 -0.15811388
#> 59 -0.49023986
#> 60 -0.97633722
#> 61 -0.28961087
#> 62 1.44879795
#> 63 1.82660327
#> 64 -0.38667660
#> 65 0.96936094
#> 66 -0.15811388
#> 67 -0.43627414
#> 68 -0.49023986
#> 69 1.18850436
#> 70 -0.97633722
#> 71 -0.97633722
#> 72 0.86322194
#> 73 -0.43627414
#> 74 -0.49023986
#> 75 -0.38667660
#> 76 0.76231394
#> 77 -0.97633722
#> 78 -0.43627414
#> 79 -0.54695398
#> 80 -0.43627414
#>
#> $ncomp
#> [1] 6
#>
#> $mode
#> [1] "regression"
#>
#> $mat.c
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.11079471 0.054039431 -0.277092753 -0.0568357021 0.200461334
#> 2 -0.11188755 0.076425293 -0.127993181 0.3349143268 -0.267328421
#> 3 -0.12328017 0.157995993 -0.058335902 0.0530635901 0.008019899
#> 4 -0.11496238 0.037694510 0.017327036 0.0855361836 -0.159114142
#> 5 -0.11967641 0.222097406 -0.025161541 -0.2909380723 0.176399473
#> 6 -0.11243864 -0.029192388 0.138534668 -0.1738146064 -0.102029559
#> 7 -0.11220387 -0.092563364 0.170871100 -0.1349858084 0.105893550
#> 8 -0.11284623 0.227580445 0.106842802 -0.2093454029 0.025866471
#> 9 -0.12104817 0.076174246 -0.205928049 0.2194681766 -0.086354753
#> 10 -0.10279674 0.063488337 -0.043793165 0.1878018680 -0.163402348
#> 11 -0.10227706 0.071865724 0.176905971 -0.2507239508 0.137552200
#> 12 -0.12162428 -0.169397519 0.137982507 -0.2156547329 0.177508621
#> 13 -0.11189385 0.165924646 -0.208998236 0.0341439780 -0.122637309
#> 14 -0.12128540 -0.117591848 0.198899675 -0.1201834675 -0.075942178
#> 15 -0.11683708 0.120445728 -0.283783516 0.1317312791 0.124930051
#> 16 -0.11166419 0.173947043 -0.108419770 -0.1199608665 0.185003203
#> 17 -0.11728034 -0.120412829 0.013591983 0.0321895051 -0.048411685
#> 18 -0.12189687 -0.046946724 -0.149790540 -0.0338519773 0.130048176
#> 19 -0.11977884 0.035659196 0.003992459 0.1042609695 -0.133738099
#> 20 -0.11721686 -0.153234602 0.189848371 -0.0994900168 -0.070616496
#> 21 -0.11513505 -0.004430041 -0.088584301 0.0982146833 0.147066530
#> 22 -0.11430762 0.057699334 -0.134366895 -0.0987560561 0.184066047
#> 23 -0.12112532 0.090266495 -0.079710500 0.1715699806 -0.094469834
#> 24 -0.11276128 0.053456500 0.229494580 -0.1748146291 0.042876750
#> 25 -0.11874058 -0.166260308 0.022311188 -0.1784083108 0.175257763
#> 26 -0.11416836 -0.169815867 0.243718397 -0.0734574092 -0.091500160
#> 27 -0.10959468 0.168870954 -0.012998858 -0.0384490106 -0.069954360
#> 28 -0.10716917 0.180322629 -0.033010817 -0.0744904327 0.114070250
#> 29 -0.11334582 -0.113407805 0.101445867 0.2177008926 -0.029234050
#> 30 -0.11058277 -0.148604166 0.195713226 -0.0795458751 0.012022648
#> 31 -0.12124405 0.134258837 -0.039810355 0.0937797159 0.211935167
#> 32 -0.10330291 -0.105221600 -0.022848027 0.0436438324 0.049054437
#> 33 -0.11723809 -0.068720271 -0.193479098 0.3365009342 -0.072448901
#> 34 -0.11935697 -0.040824522 0.105520700 -0.0034395369 -0.143233257
#> 35 -0.09677463 0.178229080 -0.018852463 -0.1324818835 0.089243567
#> 36 -0.12636054 0.015015596 -0.016185560 -0.0193174451 -0.039524015
#> 37 -0.11425582 0.089675385 0.243792072 -0.1412661418 0.163196919
#> 38 -0.11654332 -0.097073738 0.134601800 -0.0334274202 0.146866353
#> 39 -0.11539561 -0.160267418 0.131832479 0.0291945175 0.046073409
#> 40 -0.11682671 0.095321766 -0.089954629 0.0201372974 0.281259546
#> 41 -0.11298603 -0.032539466 0.051498092 0.1519979467 -0.005234840
#> 42 -0.10915051 0.223438498 -0.122204506 -0.1308126100 0.114420445
#> 43 -0.11764574 -0.156792080 0.024592756 -0.0006455567 0.201152864
#> 44 -0.11105368 -0.001102151 -0.027615026 0.1891642927 -0.016366686
#> 45 -0.11614548 -0.115074808 0.127672656 0.0858909767 -0.178429895
#> 46 -0.11469877 0.083941633 0.135479361 -0.3982359337 0.158024629
#> 47 -0.11900723 0.052207469 -0.043581942 -0.0224491591 -0.120338632
#> 48 -0.10556854 0.110373400 0.005307492 0.0294215782 -0.276068639
#> 49 -0.11478958 0.205203454 -0.045528776 -0.1679030220 0.104661703
#> 50 -0.11487482 0.060596444 -0.081086477 0.0513887240 -0.112330251
#> 51 -0.12017054 0.008501695 -0.188800293 0.1512200403 -0.105492597
#> 52 -0.11214708 0.285521786 -0.204152340 0.1769640146 -0.115514922
#> 53 -0.12031471 0.121251492 -0.212072584 0.2319083195 0.033249771
#> 54 -0.12145548 0.043115703 0.225367764 0.1477853351 -0.122163983
#> 55 -0.12282868 0.181739782 0.056192050 0.2163619886 -0.041265423
#> 56 -0.11558792 -0.057502954 -0.175022854 0.0697203425 0.135305559
#> 57 -0.11958856 -0.126674918 -0.166063644 0.0811429055 0.087411447
#> 58 -0.12067979 -0.081696006 0.220086950 0.1539199390 -0.187650273
#> 59 -0.11090820 -0.106062751 0.266547755 -0.2380109440 0.151501833
#> 60 -0.12288435 -0.106595762 0.098676799 -0.1381295170 0.068633998
#> 61 -0.11674091 0.042144589 0.221421366 -0.0580409114 -0.141412917
#> 62 -0.12720482 0.142212917 -0.204885455 0.1573117974 -0.153629190
#> 63 -0.10364535 0.267081570 0.061275014 -0.0349997971 0.204823138
#> 64 -0.11691645 0.207746007 -0.246122243 0.0301129975 -0.160363593
#> 65 -0.12285370 0.194734490 -0.058708615 0.2094604672 -0.219559552
#> 66 -0.12217303 0.007099669 0.040759188 0.0144797332 -0.157043621
#> 67 -0.11782652 -0.086199885 -0.078380961 -0.1468800660 0.028712178
#> 68 -0.11727264 0.058005518 -0.026957212 -0.1179810216 0.169354350
#> 69 -0.12551997 0.132241805 0.028356008 0.0078995577 -0.063580936
#> 70 -0.11674595 -0.041360732 0.021537837 -0.0521848739 0.003266063
#> 71 -0.11033493 0.009221969 0.033183559 -0.0556933123 0.208512940
#> 72 -0.11465639 0.023598458 0.197393475 -0.0611972984 0.057464034
#> 73 -0.11764913 0.140296112 -0.058389201 0.1113344215 -0.308878278
#> 74 -0.12336184 -0.036707737 -0.023325021 0.0011455915 -0.173502328
#> 75 -0.12030229 0.214015709 -0.112908733 -0.0146229158 -0.047286675
#> 76 -0.11280925 0.183395128 0.106283571 -0.3884678896 0.205979160
#> 77 -0.12230850 -0.042925676 -0.039340899 0.0918349330 -0.250649753
#> 78 -0.12183243 -0.002026096 -0.084616722 -0.0161195065 0.063093097
#> 79 -0.12319854 -0.123088118 0.139713258 -0.0040381913 -0.221561162
#> 80 -0.11932725 -0.098648238 -0.148090604 0.1095243196 0.150142713
#> comp 6
#> 1 -1.304739e-01
#> 2 -8.617990e-02
#> 3 -5.232129e-02
#> 4 5.960799e-02
#> 5 -9.087915e-02
#> 6 -1.516313e-01
#> 7 -5.508304e-02
#> 8 9.364418e-02
#> 9 -1.394809e-01
#> 10 -3.025061e-02
#> 11 9.515159e-02
#> 12 1.057712e-01
#> 13 2.028218e-01
#> 14 -5.339609e-02
#> 15 6.581785e-02
#> 16 -2.243711e-01
#> 17 8.803444e-02
#> 18 -1.375599e-01
#> 19 2.384152e-01
#> 20 -2.810270e-02
#> 21 -2.656139e-01
#> 22 -1.059906e-01
#> 23 6.964030e-02
#> 24 -1.641514e-01
#> 25 -7.150324e-02
#> 26 -3.075098e-04
#> 27 1.091134e-01
#> 28 -9.901649e-02
#> 29 -1.584455e-01
#> 30 -8.729049e-02
#> 31 -1.298898e-01
#> 32 6.171238e-05
#> 33 -4.446552e-02
#> 34 2.942371e-01
#> 35 3.151855e-02
#> 36 2.586816e-01
#> 37 -1.572085e-01
#> 38 -1.295073e-01
#> 39 -2.748717e-01
#> 40 -2.630919e-01
#> 41 -1.908439e-01
#> 42 5.562495e-02
#> 43 8.013013e-03
#> 44 -3.757230e-01
#> 45 -3.277191e-02
#> 46 -8.452052e-02
#> 47 -1.440677e-01
#> 48 -5.292397e-02
#> 49 -8.629281e-02
#> 50 2.720051e-01
#> 51 2.454073e-01
#> 52 -1.159739e-01
#> 53 -1.763010e-01
#> 54 3.630370e-03
#> 55 -1.073002e-01
#> 56 2.177840e-02
#> 57 9.493827e-02
#> 58 2.670192e-02
#> 59 -1.234369e-01
#> 60 2.088034e-01
#> 61 2.388230e-01
#> 62 2.655177e-01
#> 63 -2.558050e-03
#> 64 -7.600220e-02
#> 65 9.128891e-02
#> 66 2.142759e-01
#> 67 1.173771e-01
#> 68 -5.694802e-03
#> 69 1.848200e-01
#> 70 1.000256e-02
#> 71 -6.831140e-02
#> 72 1.939997e-02
#> 73 2.620612e-01
#> 74 1.475514e-01
#> 75 1.467464e-02
#> 76 -1.653916e-02
#> 77 2.977033e-01
#> 78 8.168232e-02
#> 79 2.651510e-01
#> 80 -2.545765e-01
#>
#> $mat.d
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0.04922517 1.413778 1.78491 1.275258 2.18238 0.8811572
#>
#> $mat.e
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] NA NA NA NA NA NA
#>
#> $variates
#> $variates$X
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> 1 -3.071871 -0.06505487 -0.494677716 -0.1902035091 0.0909127157 -0.214239481
#> 2 -3.057605 0.11040826 -0.103027816 0.3725838241 -0.2628163580 -0.187360493
#> 3 -3.317888 0.33492555 -0.021316326 0.0731692400 -0.0022814249 -0.107802730
#> 4 -3.158920 0.03768093 0.039991184 0.0745471075 -0.1721862712 -0.001423018
#> 5 -3.186149 0.47474606 -0.082631442 -0.4367118991 0.0426966269 -0.136692903
#> 6 -3.131024 -0.13749446 0.086692289 -0.3324709146 -0.2552464493 -0.240569014
#> 7 -3.154822 -0.26856461 0.184932031 -0.1462730126 0.0503536064 -0.116068401
#> 8 -2.971727 0.57693202 0.200845626 -0.2313422568 0.0298590267 0.165423503
#> 9 -3.323447 0.05841014 -0.264732748 0.2158204840 -0.1051722350 -0.219663854
#> 10 -2.808563 0.10228525 -0.012712292 0.2052791663 -0.1809573738 -0.135457428
#> 11 -2.769209 0.20045441 0.280570323 -0.1912182318 0.2408230518 0.325810315
#> 12 -3.469272 -0.49760772 0.098280635 -0.2103402905 0.2292927870 0.258574581
#> 13 -3.018397 0.28254989 -0.304117788 -0.0567670056 -0.1141405962 0.251337670
#> 14 -3.423288 -0.34470438 0.186083718 -0.2051928312 -0.1771010451 -0.133670803
#> 15 -3.184920 0.15519487 -0.360869745 0.1748949605 0.1935522845 0.101271559
#> 16 -2.997404 0.34077299 -0.160509934 -0.1815116575 0.1073026888 -0.244153878
#> 17 -3.325653 -0.39423664 -0.024222422 0.0510962967 0.0191124470 0.206088159
#> 18 -3.426623 -0.27660872 -0.288147416 -0.0748206873 0.1339265770 -0.045790070
#> 19 -3.291324 0.03812327 0.053653568 0.1593505633 -0.0476831662 0.277834490
#> 20 -3.333192 -0.43737176 0.172758306 -0.1624050328 -0.1395982700 -0.075725218
#> 21 -3.199325 -0.10910771 -0.113777153 0.1463176049 0.1202509599 -0.341598270
#> 22 -3.147325 0.01757070 -0.231212456 -0.1359938280 0.1826551423 -0.019427102
#> 23 -3.301601 0.15375674 -0.049173786 0.2170276718 -0.0655332206 0.015855369
#> 24 -3.072709 0.13977089 0.299565410 -0.2428436257 -0.1220606627 -0.372097442
#> 25 -3.403262 -0.54837283 -0.114291673 -0.2577242730 0.1249071339 -0.036676929
#> 26 -3.250785 -0.44724262 0.280001989 -0.0839606085 -0.1153363069 -0.013061710
#> 27 -2.931492 0.37383547 0.007374331 -0.0858067009 -0.0982190985 0.081011482
#> 28 -2.860685 0.39188088 -0.036042765 -0.1379538141 -0.0160918383 -0.301293404
#> 29 -3.194643 -0.30573095 0.201848057 0.3592512184 0.0012957000 -0.247596268
#> 30 -3.142394 -0.40534576 0.216331876 -0.0814609007 -0.0262489300 -0.117723977
#> 31 -3.265349 0.31564122 0.089451257 0.2910988550 0.3399921820 -0.042277531
#> 32 -2.932359 -0.35880195 -0.073735961 0.0609803574 0.0624768316 -0.008716674
#> 33 -3.305034 -0.30765533 -0.242765991 0.4210586891 -0.0150600314 -0.094888400
#> 34 -3.323209 -0.14663200 0.136112454 0.0004215608 -0.0917843690 0.346707961
#> 35 -2.569851 0.40874280 0.006576126 -0.1427953136 0.1066768748 0.101772266
#> 36 -3.494796 -0.05182315 -0.043129158 -0.0354499009 0.0008797736 0.303935817
#> 37 -3.079474 0.28013405 0.425860696 -0.0378015764 0.1713088410 -0.157234311
#> 38 -3.276396 -0.27757909 0.181202449 0.0348079674 0.1408361684 -0.164692496
#> 39 -3.286172 -0.45120398 0.152579881 0.0739626168 0.0149093103 -0.316662626
#> 40 -3.180690 0.16455835 -0.073056928 0.1023539323 0.2759833569 -0.315758299
#> 41 -3.140994 -0.11892078 0.118391323 0.2347205265 -0.0213843803 -0.311480481
#> 42 -2.898886 0.46476457 -0.180073046 -0.2263393135 0.0374338194 -0.011452312
#> 43 -3.354469 -0.47477402 0.013249396 0.1086383230 0.3047479773 0.131524844
#> 44 -3.077585 -0.07247795 -0.012062287 0.2159230951 -0.1145100337 -0.593262478
#> 45 -3.277070 -0.32643528 0.173992591 0.1237756991 -0.1394703893 0.017883458
#> 46 -3.124610 0.15254387 0.077796167 -0.5755853379 -0.0052405376 -0.130375767
#> 47 -3.276028 0.01926617 -0.129714264 -0.1642800247 -0.2559376446 -0.268213814
#> 48 -2.858311 0.21546445 -0.005539645 -0.0854232653 -0.3665316824 -0.126712985
#> 49 -3.058968 0.44225306 -0.069985519 -0.2535615549 0.0279380317 -0.093457069
#> 50 -3.151851 0.06084274 -0.105838225 0.0451125800 -0.0402317366 0.359541700
#> 51 -3.341647 -0.12005487 -0.270787107 0.1582100051 -0.0124903172 0.335521356
#> 52 -2.939996 0.63812995 -0.176812172 0.1853645265 -0.1149644341 -0.148919003
#> 53 -3.271997 0.18885274 -0.232397531 0.2781788196 0.0117515519 -0.313743559
#> 54 -3.300624 0.18142497 0.488406086 0.3727065727 0.0416807220 0.124625164
#> 55 -3.264357 0.49809802 0.299563843 0.4540009199 0.1166701166 -0.017696713
#> 56 -3.257124 -0.29552541 -0.286954819 0.0875969215 0.1746783044 0.048426637
#> 57 -3.412766 -0.48613667 -0.306800063 0.0836229509 0.1348198876 0.141243340
#> 58 -3.365581 -0.17901691 0.388057030 0.2922074282 -0.0991386782 0.065694209
#> 59 -3.120421 -0.27657505 0.299033720 -0.2715687839 0.0531509341 -0.207507973
#> 60 -3.468637 -0.34725718 0.054816658 -0.1734818673 0.0646987790 0.222747386
#> 61 -3.185138 0.12623210 0.342757689 -0.0471071655 -0.1400602434 0.191465296
#> 62 -3.449592 0.24050424 -0.228505227 0.1867141276 -0.0243450151 0.404733763
#> 63 -2.683332 0.72021425 0.270991335 0.1453666963 0.3188638946 0.081155543
#> 64 -3.137410 0.36653077 -0.375922666 -0.1264488771 -0.2375269483 -0.084900443
#> 65 -3.275385 0.46148364 0.061935712 0.3101346960 -0.0986470787 0.189504697
#> 66 -3.378001 -0.04803946 0.043528271 -0.0136814849 -0.1409165663 0.216877021
#> 67 -3.338054 -0.37602814 -0.254571164 -0.2785407350 0.0023319619 0.188734227
#> 68 -3.217155 0.06312300 -0.055859755 -0.1261716158 0.1728658919 0.048521708
#> 69 -3.385951 0.30445843 0.116374830 0.0686173164 0.0316489989 0.293157907
#> 70 -3.263072 -0.19198041 -0.025545230 -0.0956599139 -0.0230530791 0.011395523
#> 71 -3.047995 -0.03242669 0.045021835 -0.0233781596 0.1736742323 -0.144612805
#> 72 -3.138492 0.08049280 0.330337195 0.0201417448 0.0781783233 -0.002565932
#> 73 -3.174357 0.28641162 -0.035687823 0.0857714329 -0.2449349362 0.348478999
#> 74 -3.448445 -0.20299654 -0.096355145 -0.0734846908 -0.1623114313 0.211994646
#> 75 -3.208850 0.45174095 -0.126766011 -0.0658825928 -0.0612248325 0.037343414
#> 76 -3.006946 0.42759504 0.106026506 -0.5010146600 0.1150646076 0.016350959
#> 77 -3.423379 -0.21961399 -0.104286108 0.0276512462 -0.2347721403 0.292552882
#> 78 -3.387385 -0.12228593 -0.154445325 -0.0308932849 0.0873803526 0.126629921
#> 79 -3.482114 -0.36960516 0.132896089 -0.0489150449 -0.2135835148 0.270325869
#> 80 -3.382862 -0.39245197 -0.242911070 0.1529928892 0.1702313245 -0.224841533
#>
#> $variates$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> 1 -30.153872 -0.9429462464 -0.695353275 -0.280874895 -0.052983163 -0.356389798
#> 2 -11.111266 -0.2804138640 -0.309559299 -0.289071120 -0.386633241 -0.306659749
#> 3 -4.701965 -0.0481910534 -0.303455974 -0.394895844 -0.273510418 -0.671758268
#> 4 -6.907647 -0.1305238934 -0.133230347 -0.242448954 -0.185234336 -0.032316404
#> 5 -19.834104 -0.5796516615 -0.835159027 -1.053272796 -0.360282863 -0.998067356
#> 6 -7.855261 -0.1644893865 -0.021381931 -0.151265731 0.105885927 0.894423774
#> 7 -7.855261 -0.1636607883 0.083091392 -0.142540920 0.002180821 -0.119310501
#> 8 31.979352 1.2169332651 0.506927132 0.428405988 0.385519075 0.880870350
#> 9 -11.111266 -0.2711577464 -0.261041530 0.005166401 -0.123094177 -0.044387632
#> 10 -3.212053 -0.0140488032 -0.092144961 -0.111177678 -0.184919249 -0.009812455
#> 11 42.743425 1.5846675166 1.096396590 1.141868590 0.778979562 1.332862983
#> 12 -4.701965 -0.0429201254 0.360145363 0.366518118 0.337083004 0.266966184
#> 13 -7.855261 -0.1684108688 -0.357193439 -0.074287162 -0.010237776 0.257338192
#> 14 -22.283728 -0.6566863771 -0.247112234 -0.606321309 -0.234396501 -0.141904800
#> 15 -3.212053 -0.0009447423 -0.123673831 0.331990492 0.091797628 -0.252017791
#> 16 -3.212053 -0.0074736913 -0.275836479 -0.161416424 0.011742503 -0.236675821
#> 17 -11.111266 -0.2710809241 0.097548208 0.170435868 0.069735208 0.125378404
#> 18 -7.855261 -0.1541971761 0.096958767 0.539012621 0.358689017 0.556673626
#> 19 13.403428 0.5812810510 0.430220127 0.527060163 0.214868423 0.650266768
#> 20 -22.283728 -0.6598233670 -0.176197716 -0.488415165 -0.190501643 -0.126073401
#> 21 -8.862826 -0.1971928297 -0.069769765 0.061594798 -0.049507154 -0.420443314
#> 22 -5.883390 -0.0952648217 -0.089373873 0.198523913 0.195473002 0.031746249
#> 23 -7.855261 -0.1585502090 -0.247369619 -0.277404155 -0.288917632 -0.553260636
#> 24 -19.834104 -0.5836014216 -0.572963028 -1.221231599 -0.571713877 -1.113665101
#> 25 -22.283728 -0.6573836388 -0.086344419 0.039116284 0.173456614 0.120243469
#> 26 -3.212053 0.0013485627 0.355316561 0.105413796 0.110659552 0.559728461
#> 27 -8.862826 -0.2065183027 -0.459682035 -0.653713928 -0.331852446 -0.578644381
#> 28 -8.862826 -0.2089836618 -0.475928041 -0.615684001 -0.279158151 -0.651541593
#> 29 -7.855261 -0.1622742858 0.113628021 -0.123476887 -0.282078648 -0.701838910
#> 30 -4.701965 -0.0543014186 0.278052433 0.086386977 0.098080683 0.307929638
#> 31 46.738829 1.7410549286 1.129030441 1.455043634 0.680142643 0.842457444
#> 32 -9.959129 -0.2446594098 0.090409121 0.229745132 0.098616465 0.089507752
#> 33 -11.111266 -0.2717988406 0.028400926 0.379537896 -0.024262373 -0.022791623
#> 34 -14.920187 -0.4037857741 -0.203684331 -0.475595469 -0.278157080 -0.461593017
#> 35 26.629249 1.0166597822 0.481514082 0.664745371 0.471880509 0.904507140
#> 36 -19.834104 -0.5689051322 -0.409566213 -0.512882437 -0.278984221 -0.693144747
#> 37 34.562454 1.3106237918 0.816222184 0.546368191 0.341355343 0.421157569
#> 38 -11.111266 -0.2727959837 0.003788562 -0.248316771 -0.165441876 -0.758564954
#> 39 -3.212053 0.0025806701 0.359430164 0.289517329 0.125957824 0.275036073
#> 40 21.882070 0.8726399158 0.560851659 0.887248100 0.458647182 0.452407147
#> 41 -3.212053 -0.0024741686 0.092234114 -0.036610854 -0.158550513 -0.339722102
#> 42 -9.959129 -0.2458248678 -0.562838072 -0.535735827 -0.180793596 -0.540488201
#> 43 -6.907647 -0.1237152422 0.278063869 0.370646719 0.153102695 -0.375582900
#> 44 -19.834104 -0.5834316512 -0.404712175 -0.549571144 -0.447310975 -0.824254743
#> 45 -3.212053 0.0022637600 0.260353344 0.120874549 -0.001695266 0.341230402
#> 46 -18.569861 -0.5377756964 -0.546782870 -0.874190024 -0.174487471 -0.419177261
#> 47 -22.283728 -0.6618137089 -0.539464374 -0.573505414 -0.239127871 0.041633101
#> 48 -8.862826 -0.2090663265 -0.336258983 -0.462890250 -0.220570079 0.361506019
#> 49 -7.855261 -0.1669982362 -0.482570954 -0.577473866 -0.189275797 -0.537977830
#> 50 -1.998283 0.0401651499 -0.016378145 0.125212511 0.046805810 0.215567632
#> 51 -16.128527 -0.4452160196 -0.257551075 0.018525768 -0.081623465 -0.171223449
#> 52 9.517705 0.4337545993 -0.161880011 0.020899752 -0.096103792 0.046712530
#> 53 -6.907647 -0.1265867533 -0.249850827 -0.024428450 -0.176826351 -0.467054661
#> 54 39.688290 1.4967961296 1.041868807 0.774652303 0.234874056 0.478485791
#> 55 52.931884 1.9566513284 1.155279388 1.197699488 0.434574834 0.787360967
#> 56 -11.111266 -0.2734669764 0.017471866 0.426089823 0.197795858 0.057255708
#> 57 -22.283728 -0.6570527430 -0.135377852 0.239930542 0.091337201 -0.107694439
#> 58 -3.212053 0.0053455677 0.146028378 -0.338754619 -0.368698071 -0.667623134
#> 59 -9.959129 -0.2381114223 0.030465964 -0.375899989 -0.060965179 -0.282633658
#> 60 -19.834104 -0.5698159335 -0.176282577 -0.323457296 -0.087637048 -0.377293187
#> 61 -5.883390 -0.0939482459 -0.174398712 -0.723836280 -0.395441722 -0.632508413
#> 62 29.432053 1.1448793679 0.716330313 1.322436001 0.663650794 1.703972969
#> 63 37.107096 1.3854306780 0.526899379 0.358180864 0.124356407 -0.481740582
#> 64 -7.855261 -0.1642670515 -0.420430152 -0.062294759 0.037487991 0.681134996
#> 65 19.692382 0.7996960831 0.267888640 0.288261348 -0.012781531 0.212664917
#> 66 -3.212053 0.0057779906 0.042627302 -0.001261038 0.007257797 0.366986408
#> 67 -8.862826 -0.1923625618 0.145476378 0.559925246 0.489951481 1.207697007
#> 68 -9.959129 -0.2347433260 -0.235931612 -0.252036991 -0.073548514 -0.610299483
#> 69 24.144239 0.9585513614 0.518088768 0.562257610 0.288455105 0.636036816
#> 70 -19.834104 -0.5769733239 -0.304942151 -0.391056995 -0.172613130 -0.370418367
#> 71 -19.834104 -0.5844619379 -0.437251724 -0.675012623 -0.380777846 -1.373222543
#> 72 17.536189 0.7198549312 0.506420909 0.246454999 0.132244500 0.133906780
#> 73 -8.862826 -0.1980621631 -0.383738172 -0.487147542 -0.334781025 -0.222523603
#> 74 -9.959129 -0.2266902402 -0.018767118 0.108595831 0.106397425 0.665516594
#> 75 -7.855261 -0.1617796157 -0.485952530 -0.502734247 -0.255271078 -0.480598214
#> 76 15.486262 0.6439000020 0.171329127 0.091400603 0.346173538 0.572392107
#> 77 -19.834104 -0.5713917302 -0.278633334 -0.244024531 -0.158751759 0.188281198
#> 78 -8.862826 -0.1906449401 -0.054145266 0.140384651 0.100085013 0.031465886
#> 79 -11.111266 -0.2656332320 0.082353261 -0.070742107 -0.012754484 0.497397273
#> 80 -8.862826 -0.1908024217 0.159720979 0.563542642 0.239901754 0.172554144
#>
#>
#> $loadings
#> $loadings$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.13374568 -8.118047e-02 -0.259201264 0.0241286126 0.092121231
#> 2 -0.09928772 4.456719e-02 -0.061068388 0.0902553387 -0.278373099
#> 3 -0.08660353 1.297299e-01 -0.054182856 0.0056008337 -0.054003144
#> 4 -0.10480558 3.592588e-02 -0.003390259 -0.0279395182 -0.129112701
#> 5 -0.08261526 1.310900e-01 -0.174450963 -0.2013329711 0.101952722
#> 6 -0.12226805 -3.476785e-02 -0.010687526 -0.2012423070 -0.031207249
#> 7 -0.12432453 -4.287233e-02 0.095252104 -0.1019804143 0.037553551
#> 8 -0.04480830 2.406588e-01 0.025069668 -0.1102799372 0.112716728
#> 9 -0.11715013 1.378786e-02 -0.119587648 0.1164393916 -0.117226195
#> 10 -0.08865740 5.001264e-02 -0.025831380 0.0242234146 -0.186119633
#> 11 -0.05611518 1.632804e-01 0.175231651 -0.0022580022 0.282704661
#> 12 -0.15046994 -1.020308e-01 0.129134480 -0.0119325241 0.231795215
#> 13 -0.09357569 6.479366e-02 -0.193856666 0.0204200492 -0.015615092
#> 14 -0.14536291 -8.516518e-02 0.062158257 -0.1844106269 -0.073077689
#> 15 -0.10335975 4.767104e-02 -0.139500856 0.1945808098 0.071510223
#> 16 -0.08238489 1.035646e-01 -0.134915227 -0.0357319963 0.095835644
#> 17 -0.14305706 -9.117553e-02 0.056044600 0.0572519555 0.028516067
#> 18 -0.14555087 -8.366720e-02 -0.070389007 0.1070815767 0.160354257
#> 19 -0.10123574 6.558927e-02 0.057372566 0.0719888606 -0.036719219
#> 20 -0.14780654 -1.081996e-01 0.086327075 -0.1396096901 -0.045648181
#> 21 -0.11937471 -1.499620e-02 -0.020254139 0.0921506323 -0.006899680
#> 22 -0.11171747 9.161708e-03 -0.093041142 0.0557322581 0.175776869
#> 23 -0.10115260 7.064601e-02 -0.037610248 0.0567767543 -0.130611781
#> 24 -0.09334471 6.867887e-02 0.029179559 -0.2701465241 -0.108468670
#> 25 -0.16596856 -1.670513e-01 -0.001516299 -0.0321339493 0.166431030
#> 26 -0.13703189 -8.087120e-02 0.170496875 -0.0987471599 -0.028774689
#> 27 -0.07406347 1.256784e-01 -0.082795293 -0.0941280584 -0.063351644
#> 28 -0.07412446 1.168833e-01 -0.121605991 -0.1194801963 -0.051189372
#> 29 -0.12255440 -3.257194e-02 0.154953211 0.0721604547 -0.165595971
#> 30 -0.13191404 -7.545141e-02 0.140225559 -0.0748311349 0.005364433
#> 31 -0.06525375 1.980448e-01 0.122270425 0.2185835029 0.142001801
#> 32 -0.12891914 -9.060787e-02 0.028012867 0.0685914304 0.028385387
#> 33 -0.14116432 -8.463007e-02 -0.030497294 0.2197986320 -0.132783929
#> 34 -0.12248165 -1.105241e-02 0.057069777 -0.0653413228 -0.070431878
#> 35 -0.04857818 1.704769e-01 -0.014860031 0.0053842271 0.156864118
#> 36 -0.12634804 4.422631e-05 -0.028698424 -0.0168749532 0.002779068
#> 37 -0.05956654 1.934429e-01 0.198910633 -0.0605274863 0.091864476
#> 38 -0.12614126 -3.394914e-02 0.121002715 -0.0183398403 0.017166655
#> 39 -0.14008641 -8.733447e-02 0.139804207 0.0107507395 -0.020985338
#> 40 -0.08914577 9.791102e-02 0.004963299 0.1280071164 0.122734325
#> 41 -0.10995355 1.072624e-02 0.082935473 0.0423967162 -0.124704326
#> 42 -0.07346746 1.262155e-01 -0.186365523 -0.0865280870 0.050386949
#> 43 -0.14386858 -9.275349e-02 0.122754744 0.1323820843 0.151358906
#> 44 -0.11340213 -8.306766e-03 -0.013810433 0.0186169906 -0.194048792
#> 45 -0.12889229 -4.508709e-02 0.134158551 0.0087469321 -0.087774526
#> 46 -0.10187749 4.535052e-02 -0.073974799 -0.2824716426 0.131716659
#> 47 -0.12302442 -1.420932e-02 -0.127313477 -0.1129210528 -0.102938959
#> 48 -0.08721436 6.492107e-02 -0.087126973 -0.1246578976 -0.175311692
#> 49 -0.07614848 1.366784e-01 -0.131354696 -0.1157455587 0.059344784
#> 50 -0.10467520 3.607734e-02 -0.047000354 0.0459688329 -0.006166754
#> 51 -0.13051408 -3.658641e-02 -0.086428803 0.1380590535 -0.014974576
#> 52 -0.05285811 2.097126e-01 -0.145317629 0.0793449869 -0.111070971
#> 53 -0.10259375 6.268127e-02 -0.112272500 0.1345912334 -0.110727421
#> 54 -0.06594631 1.963430e-01 0.293719353 0.0921795277 -0.063268311
#> 55 -0.04282754 2.829741e-01 0.194054810 0.1859228772 -0.034633634
#> 56 -0.14053998 -8.825857e-02 -0.058955037 0.1565300346 0.098772104
#> 57 -0.16391783 -1.567983e-01 -0.057743027 0.1460820961 0.073887838
#> 58 -0.11126135 3.331424e-02 0.220461640 0.0005053113 -0.174555228
#> 59 -0.12198912 -3.919460e-02 0.128178681 -0.1866056979 0.058488911
#> 60 -0.14740002 -8.671504e-02 0.038109096 -0.0816821135 0.064225879
#> 61 -0.08961344 9.595328e-02 0.103145180 -0.1595082595 -0.115449591
#> 62 -0.09591643 1.106710e-01 -0.060462314 0.1947702640 0.042620259
#> 63 -0.01214615 3.236442e-01 0.108424222 0.0635858185 0.112170755
#> 64 -0.09538220 7.616936e-02 -0.252217555 -0.0082201893 -0.043615516
#> 65 -0.06443353 2.066395e-01 0.022820624 0.1099510166 -0.113221895
#> 66 -0.11836374 1.347394e-02 0.012218755 -0.0384898669 -0.060268833
#> 67 -0.15341747 -1.258897e-01 -0.076080900 0.0031018812 0.170649522
#> 68 -0.10642868 3.835648e-02 -0.037664992 -0.0144406014 0.117808334
#> 69 -0.07969201 1.620993e-01 0.057233392 0.0389442839 0.035322702
#> 70 -0.13066627 -4.923793e-02 -0.015099707 -0.0494096996 0.003157595
#> 71 -0.10801679 8.199564e-03 -0.001959834 -0.0473946750 0.009442193
#> 72 -0.08411879 1.080153e-01 0.161817606 -0.0479779167 0.015041018
#> 73 -0.08793580 1.050998e-01 -0.067467334 -0.0122428461 -0.140606267
#> 74 -0.13800993 -5.181215e-02 -0.028953459 -0.0075905592 -0.009939996
#> 75 -0.07975050 1.434368e-01 -0.135291734 -0.0301859033 -0.017707574
#> 76 -0.06763675 1.597808e-01 -0.045265917 -0.2043809150 0.209454237
#> 77 -0.14144496 -6.768809e-02 -0.047466740 -0.0109585767 -0.116958498
#> 78 -0.12897302 -2.525715e-02 -0.044531302 0.0540595349 0.079849743
#> 79 -0.14682900 -8.358393e-02 0.075725069 -0.0862950107 -0.093591844
#> 80 -0.14909297 -1.052851e-01 -0.012722178 0.1825589988 0.083098889
#> comp 6
#> 1 -0.1340549337
#> 2 -0.0136661639
#> 3 -0.0767443892
#> 4 0.0371223681
#> 5 -0.0921168988
#> 6 0.0876321861
#> 7 -0.0845606913
#> 8 0.1074644125
#> 9 -0.0381988665
#> 10 -0.0281092972
#> 11 0.1796048100
#> 12 0.0671716712
#> 13 0.1324242448
#> 14 0.0035443836
#> 15 -0.0660991769
#> 16 -0.1103317333
#> 17 0.0951867725
#> 18 0.0374993152
#> 19 0.1200465865
#> 20 0.0308946158
#> 21 -0.1905105279
#> 22 -0.0102566377
#> 23 -0.0447203407
#> 24 -0.1872676858
#> 25 -0.0109217830
#> 26 0.0776135395
#> 27 0.0081698890
#> 28 -0.2044844636
#> 29 -0.1687278112
#> 30 -0.0082385602
#> 31 -0.0865322485
#> 32 -0.0255749069
#> 33 -0.0746557177
#> 34 0.0900809928
#> 35 0.0836704818
#> 36 0.0523438406
#> 37 -0.0882634012
#> 38 -0.1604842904
#> 39 -0.0829753318
#> 40 -0.1961516329
#> 41 -0.1478259084
#> 42 -0.0792320284
#> 43 -0.0616126961
#> 44 -0.2198554590
#> 45 0.1121726778
#> 46 -0.0325522413
#> 47 0.0215295352
#> 48 0.1246718950
#> 49 -0.0560730185
#> 50 0.1313617044
#> 51 0.1120027307
#> 52 0.0054987356
#> 53 -0.1781505890
#> 54 0.0728747268
#> 55 0.0082058629
#> 56 -0.0452047739
#> 57 -0.0167334759
#> 58 0.0162031911
#> 59 -0.1150898040
#> 60 -0.0054543975
#> 61 0.0321257949
#> 62 0.2428298133
#> 63 -0.1146436892
#> 64 0.1444585653
#> 65 0.1315772029
#> 66 0.1197445594
#> 67 0.1756265763
#> 68 -0.0637806105
#> 69 0.1223786980
#> 70 -0.0001342134
#> 71 -0.2463207553
#> 72 -0.0524922394
#> 73 0.2082118518
#> 74 0.2023843169
#> 75 0.0365997857
#> 76 0.0042998961
#> 77 0.1654232535
#> 78 0.0207338837
#> 79 0.1583431994
#> 80 -0.0829568663
#>
#> $loadings$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> Y 0.04922517 1.413778 1.78491 1.275258 2.18238 0.8811572
#>
#>
#> $names
#> $names$X
#> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15"
#> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
#> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45"
#> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
#> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75"
#> [76] "76" "77" "78" "79" "80"
#>
#> $names$Y
#> [1] "Y"
#>
#> $names$indiv
#> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15"
#> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
#> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45"
#> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
#> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75"
#> [76] "76" "77" "78" "79" "80"
#>
#>
#> attr(,"class")
#> [1] "pls"
#>
#> $XplanScal
#> X_train_microD18S61 X_train_microD17S794 X_train_microD13S173
#> 0.5025253 0.5006325 0.5025253
#> X_train_microD20S107 X_train_microTP53 X_train_microD9S171
#> 0.4929888 0.5017375 0.5025253
#> X_train_microD8S264 X_train_microD5S346 X_train_microD22S928
#> 0.5025253 0.5025253 0.4871774
#> X_train_microD18S53 X_train_microD1S225 X_train_microD3S1282
#> 0.5031546 0.5017375 0.5029973
#> X_train_microD15S127 X_train_microD1S305 X_train_microD1S207
#> 0.5017375 0.4929888 0.4992082
#> X_train_microD2S138 X_train_microD16S422 X_train_microD9S179
#> 0.5029973 0.5006325 0.5029973
#> X_train_microD10S191 X_train_microD4S394 X_train_microD1S197
#> 0.5029973 0.5029973 0.5006325
#> X_train_microD6S264 X_train_microD14S65 X_train_microD17S790
#> 0.5006325 0.4974619 0.4974619
#> X_train_microD5S430 X_train_microD3S1283 X_train_microD4S414
#> 0.5025253 0.5017375 0.5025253
#> X_train_microD8S283 X_train_microD11S916 X_train_microD2S159
#> 0.5029973 0.5029973 0.4929888
#> X_train_microD16S408 X_train_microD6S275 X_train_microD10S192
#> 0.4974619 0.5029973 0.4953901
#> X_train_microsexe X_train_microAgediag X_train_microSiege
#> 0.4611488 13.5030421 0.7458747
#> X_train_microT X_train_microN X_train_microM
#> 0.8999824 0.7778581 0.4357447
#> X_train_microSTADE
#> 1.2143003
#>
#> $XplanCent
#> X_train_microD18S61 X_train_microD17S794 X_train_microD13S173
#> 0.52500 0.45000 0.47500
#> X_train_microD20S107 X_train_microTP53 X_train_microD9S171
#> 0.60000 0.53750 0.47500
#> X_train_microD8S264 X_train_microD5S346 X_train_microD22S928
#> 0.52500 0.47500 0.37500
#> X_train_microD18S53 X_train_microD1S225 X_train_microD3S1282
#> 0.50000 0.46250 0.51250
#> X_train_microD15S127 X_train_microD1S305 X_train_microD1S207
#> 0.46250 0.40000 0.43750
#> X_train_microD2S138 X_train_microD16S422 X_train_microD9S179
#> 0.48750 0.45000 0.51250
#> X_train_microD10S191 X_train_microD4S394 X_train_microD1S197
#> 0.51250 0.51250 0.45000
#> X_train_microD6S264 X_train_microD14S65 X_train_microD17S790
#> 0.55000 0.42500 0.42500
#> X_train_microD5S430 X_train_microD3S1283 X_train_microD4S414
#> 0.47500 0.46250 0.52500
#> X_train_microD8S283 X_train_microD11S916 X_train_microD2S159
#> 0.51250 0.48750 0.40000
#> X_train_microD16S408 X_train_microD6S275 X_train_microD10S192
#> 0.57500 0.48750 0.41250
#> X_train_microsexe X_train_microAgediag X_train_microSiege
#> 0.70000 64.23634 1.77500
#> X_train_microT X_train_microN X_train_microM
#> 2.51250 0.55000 0.25000
#> X_train_microSTADE
#> 2.36250
#>
#> $CoeffCFull
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 3.027071 -0.895243 -2.139079 -0.5399879 -4.081127 -3.319323
#> [2,] NA 4.129826 5.677201 4.5968679 5.801858 5.453199
#> [3,] NA NA 6.847024 6.7383487 6.508349 6.273451
#> [4,] NA NA NA 2.6289916 3.363610 3.265374
#> [5,] NA NA NA NA 9.594594 10.505003
#> [6,] NA NA NA NA NA 2.401559
#>
#> $kernDKplsDR_mod
#> Gaussian Radial Basis kernel function.
#> Hyperparameter : sigma = 0.0129661030475097
#>
(cox_DKplsDR_fit=coxDKplsDR(~.,Y_train_micro,C_train_micro,ncomp=6,allres=TRUE,
dataXplan=X_train_micro_df))
#> Kernel : rbfdot
#> Estimated_sigma 0.01271625
#> $tt_DKplsDR
#> dim.1 dim.2 dim.3 dim.4 dim.5 dim.6
#> 1 -3.135626 -0.06360720 -0.492709930 -0.19222848 0.0904185669 -0.2132705378
#> 2 -3.122523 0.10827199 -0.103203325 0.37700449 -0.2578409578 -0.1881976578
#> 3 -3.384953 0.33281134 -0.021567140 0.07430213 -0.0004235175 -0.1074844320
#> 4 -3.224082 0.03711930 0.040602099 0.07666072 -0.1705773911 -0.0018106986
#> 5 -3.253412 0.47347082 -0.079716400 -0.43454471 0.0413239772 -0.1364180829
#> 6 -3.194927 -0.13661953 0.088162570 -0.33141936 -0.2566535300 -0.2460633741
#> 7 -3.218098 -0.26854394 0.185054599 -0.14586981 0.0506407915 -0.1147959876
#> 8 -3.039656 0.57504502 0.200409935 -0.23210530 0.0271818008 0.1649976106
#> 9 -3.387976 0.05819551 -0.264297539 0.21524972 -0.1029996900 -0.2209723319
#> 10 -2.872987 0.10073565 -0.012958460 0.20842061 -0.1779548731 -0.1349583866
#> 11 -2.834580 0.19913905 0.279133774 -0.19607757 0.2337203220 0.3238280176
#> 12 -3.530824 -0.49623847 0.096984205 -0.21377807 0.2247354884 0.2595997013
#> 13 -3.083772 0.28258638 -0.302881808 -0.05710680 -0.1144048946 0.2507953859
#> 14 -3.485535 -0.34364776 0.186883472 -0.20190123 -0.1751641959 -0.1358632148
#> 15 -3.250108 0.15530379 -0.360911894 0.17186866 0.1937415694 0.1053694843
#> 16 -3.063639 0.34016609 -0.158725440 -0.18112887 0.1064088055 -0.2444295199
#> 17 -3.388021 -0.39349615 -0.025416366 0.04945002 0.0177356028 0.2064423503
#> 18 -3.489959 -0.27558473 -0.287900650 -0.07878562 0.1299713080 -0.0476227811
#> 19 -3.355658 0.03780727 0.052595101 0.15895332 -0.0477128809 0.2762583894
#> 20 -3.394867 -0.43623483 0.172874978 -0.16041132 -0.1377832735 -0.0780832583
#> 21 -3.263458 -0.11011502 -0.113896156 0.14624091 0.1211125024 -0.3399764912
#> 22 -3.212223 0.01739387 -0.231328335 -0.13932707 0.1793527115 -0.0205402217
#> 23 -3.367614 0.15208457 -0.049542667 0.21851935 -0.0625678576 0.0179224899
#> 24 -3.138212 0.13913653 0.301145947 -0.23879191 -0.1187555948 -0.3714909122
#> 25 -3.464323 -0.54632251 -0.114581214 -0.26082485 0.1215690945 -0.0380572278
#> 26 -3.312953 -0.44746661 0.278900250 -0.08361669 -0.1157801425 -0.0144500993
#> 27 -2.997381 0.37367360 0.009599821 -0.08425825 -0.0966931860 0.0830579212
#> 28 -2.927044 0.39168734 -0.035163075 -0.13759758 -0.0126691294 -0.2971289747
#> 29 -3.257389 -0.30620895 0.200492442 0.36090789 0.0057259934 -0.2434944283
#> 30 -3.204941 -0.40595502 0.215699477 -0.08141480 -0.0271745800 -0.1178236762
#> 31 -3.332738 0.31286015 0.087539387 0.28869615 0.3381622985 -0.0408181201
#> 32 -2.994537 -0.35943553 -0.074753925 0.06036806 0.0621098684 -0.0069441477
#> 33 -3.367594 -0.30758100 -0.243586170 0.42118466 -0.0124445514 -0.0925682709
#> 34 -3.386085 -0.14574849 0.135484447 0.00163918 -0.0900442785 0.3485618101
#> 35 -2.635633 0.40868247 0.006128886 -0.14551161 0.1017612500 0.0988396416
#> 36 -3.558970 -0.05168446 -0.043412245 -0.03539844 0.0013915012 0.3053275992
#> 37 -3.146213 0.27802708 0.425292915 -0.03693957 0.1704781661 -0.1572306780
#> 38 -3.339926 -0.27757714 0.180050291 0.03350576 0.1408992369 -0.1611095353
#> 39 -3.347936 -0.45112558 0.151705038 0.07398988 0.0155399222 -0.3171728048
#> 40 -3.246580 0.16322627 -0.073886885 0.10001419 0.2749529510 -0.3146499382
#> 41 -3.205634 -0.11994148 0.118226754 0.23658202 -0.0177322176 -0.3088947741
#> 42 -2.965702 0.46472008 -0.178867556 -0.22711109 0.0376769641 -0.0075486499
#> 43 -3.416878 -0.47485684 0.011476065 0.10576584 0.3023374893 0.1357277313
#> 44 -3.141729 -0.07315491 -0.011630464 0.21800233 -0.1103645836 -0.5932460889
#> 45 -3.339526 -0.32622013 0.172871302 0.12430325 -0.1383203890 0.0159492824
#> 46 -3.189894 0.15222700 0.080376839 -0.57414543 -0.0076520902 -0.1306828665
#> 47 -3.341458 0.01929976 -0.127679453 -0.16185915 -0.2541563009 -0.2719366763
#> 48 -2.924011 0.21531184 -0.003758876 -0.08241248 -0.3649768755 -0.1305927390
#> 49 -3.126048 0.44137713 -0.067610442 -0.25201938 0.0269573120 -0.0929523120
#> 50 -3.216605 0.06013429 -0.106261331 0.04436438 -0.0412043877 0.3608079269
#> 51 -3.405197 -0.11960993 -0.270727198 0.15642415 -0.0137294790 0.3359601983
#> 52 -3.007234 0.63626197 -0.176473505 0.18676096 -0.1136093028 -0.1514918937
#> 53 -3.337402 0.18836979 -0.232092139 0.27719431 0.0147570240 -0.3110840633
#> 54 -3.367323 0.17773806 0.485793920 0.37430295 0.0422260799 0.1257542381
#> 55 -3.332578 0.49354317 0.296834307 0.45419151 0.1162457712 -0.0188337799
#> 56 -3.320154 -0.29434350 -0.286647071 0.08460777 0.1723291249 0.0498792908
#> 57 -3.474340 -0.48444369 -0.306888523 0.08096687 0.1329501168 0.1426174441
#> 58 -3.429579 -0.18061662 0.386438831 0.29526963 -0.0963823925 0.0673780859
#> 59 -3.183303 -0.27680630 0.299552753 -0.27102866 0.0531609705 -0.2057290222
#> 60 -3.530985 -0.34567092 0.054996361 -0.17382377 0.0640063204 0.2254589110
#> 61 -3.250222 0.12571804 0.342822641 -0.04453043 -0.1381187868 0.1928406716
#> 62 -3.515283 0.23892391 -0.228658259 0.18548566 -0.0254197420 0.4022539385
#> 63 -2.751221 0.71826274 0.269211553 0.14345271 0.3170755983 0.0843554093
#> 64 -3.203833 0.36563462 -0.374304680 -0.12578963 -0.2383481147 -0.0912539880
#> 65 -3.342812 0.45852606 0.060805828 0.31057144 -0.0980090059 0.1882064959
#> 66 -3.442129 -0.04824506 0.043307328 -0.01180599 -0.1390746285 0.2156742002
#> 67 -3.400527 -0.37456415 -0.254981656 -0.28209987 -0.0021368124 0.1845128606
#> 68 -3.282315 0.06304362 -0.055596760 -0.12711970 0.1720236837 0.0502359628
#> 69 -3.452442 0.30242846 0.115570512 0.06930562 0.0309567796 0.2919612694
#> 70 -3.326831 -0.19108585 -0.025251422 -0.09605045 -0.0230364059 0.0119610697
#> 71 -3.112652 -0.03257290 0.045815821 -0.02236461 0.1755470198 -0.1373191584
#> 72 -3.203513 0.07965598 0.329174692 0.02010347 0.0794443609 -0.0007581837
#> 73 -3.240231 0.28527058 -0.034865207 0.08761848 -0.2441493818 0.3460791192
#> 74 -3.512174 -0.20283926 -0.096073070 -0.07317644 -0.1639592447 0.2077320832
#> 75 -3.276094 0.45041738 -0.126443628 -0.06599635 -0.0619872063 0.0352971986
#> 76 -3.073618 0.42649991 0.108358389 -0.49996107 0.1118092830 0.0170574616
#> 77 -3.485861 -0.21861789 -0.104088463 0.02935359 -0.2333931767 0.2902221126
#> 78 -3.451085 -0.12180771 -0.155168743 -0.03236645 0.0857885994 0.1253993023
#> 79 -3.543564 -0.36792915 0.132922545 -0.04604806 -0.2115104123 0.2684691172
#> 80 -3.445111 -0.39194011 -0.243968098 0.14970977 0.1681249085 -0.2258182384
#>
#> $cox_DKplsDR
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.300e+00 3.689e-02 2.285e+00 -1.444 0.14875
#> dim.2 5.437e+00 2.298e+02 1.647e+00 3.302 0.00096
#> dim.3 6.227e+00 5.065e+02 2.118e+00 2.940 0.00328
#> dim.4 3.231e+00 2.529e+01 1.557e+00 2.075 0.03799
#> dim.5 1.038e+01 3.231e+04 3.379e+00 3.073 0.00212
#> dim.6 2.377e+00 1.077e+01 1.674e+00 1.420 0.15568
#>
#> Likelihood ratio test=59.22 on 6 df, p=6.482e-11
#> n= 80, number of events= 17
#>
#> $DKplsDR_mod
#> $call
#> pls(X = new("kernelMatrix", .Data = c(1, 0.317585721901459, 0.427685079678009,
#> 0.309233928164295, 0.517813172506747, 0.255514355587466, 0.388840975506094,
#> 0.287576753373999, 0.499301802057437, 0.38905431852539, 0.340282228393713,
#> 0.318659415422605, 0.285964552219808, 0.281246582657616, 0.497411593417056,
#> 0.432890108059226, 0.260821849272475, 0.546230338583983, 0.319324707258756,
#> 0.370398502661008, 0.466066977138449, 0.371083496798547, 0.291812613190175,
#> 0.347742831194595, 0.338590732820902, 0.322208432222431, 0.219134708396658,
#> 0.329060015516827, 0.296176711688745, 0.271334865990869, 0.402514123937497,
#> 0.273881794981694, 0.35665818231907, 0.292777563256579, 0.353093115513309,
#> 0.367910316723146, 0.332802855848131, 0.325417603731416, 0.33589443260364,
#> 0.399742737105225, 0.262626418608095, 0.431806608429269, 0.340580558086877,
#> 0.361201391485, 0.301369833229713, 0.305896154030488, 0.455473710836264,
#> 0.262171899469508, 0.426838768331838, 0.398364167967734, 0.406877447043767,
#> 0.312698610006132, 0.47969113365151, 0.271890103127462, 0.337809420474877,
#> 0.527265510171173, 0.505428876443192, 0.266183518623335, 0.372997352928462,
#> 0.297864217926755, 0.241589241840413, 0.357351550449744, 0.273971883890732,
#> 0.420598671953018, 0.396194300366155, 0.354869858578482, 0.371034060811277,
#> 0.448496194062665, 0.45262452585679, 0.314112816174777, 0.345945460409875,
#> 0.300997193225239, 0.285688498408405, 0.329586450336023, 0.377614167982056,
#> 0.361262445962864, 0.257350981593115, 0.341100505908138, 0.259142841369666,
#> 0.398001512617634, 0.317585721901459, 1, 0.498684328857988, 0.450421696783754,
#> 0.315556499887987, 0.253041841168399, 0.285557349657159, 0.289140179124042,
#> 0.461625698439325, 0.560524329574143, 0.181891911986989, 0.245496406090047,
#> 0.366071961034721, 0.355042559840084, 0.357232934329794, 0.346294242210844,
#> 0.341745194501727, 0.346359272130026, 0.354330915620135, 0.291785400330655,
#> 0.463718613845203, 0.323211653823916, 0.439491412670637, 0.306363427265197,
#> 0.241180859064273, 0.264331029080052, 0.267413006875144, 0.240972645220505,
#> 0.38686135868703, 0.317374290601336, 0.425501947947171, 0.432751726045647,
#> 0.492339391672393, 0.286864246715023, 0.223229197492872, 0.336622918152061,
#> 0.268821545639276, 0.269819831867737, 0.34070286076506, 0.358364760337707,
#> 0.422977166815963, 0.240727219812164, 0.336018899386355, 0.434700498930086,
#> 0.335823907512734, 0.209501127777021, 0.4274139887167, 0.397724231906319,
#> 0.300770010796416, 0.36367445713358, 0.429910327526181, 0.516743222388059,
#> 0.401967670497689, 0.466275060089435, 0.512664526417933, 0.326894977379894,
#> 0.381265196210165, 0.4700438101103, 0.226403111085224, 0.255181197696765,
#> 0.297155755571002, 0.445336256117447, 0.260738276199387, 0.509550264075703,
#> 0.509805272700495, 0.358026326902388, 0.317680236625589, 0.295047248146417,
#> 0.42995069463848, 0.291218838026928, 0.342662436269764, 0.234060503665184,
#> 0.385863146904139, 0.477636001788475, 0.438236286068666, 0.224684969598396,
#> 0.401706925369211, 0.402489563561664, 0.3668225139358, 0.424907267111658,
#> 0.427685079678009, 0.498684328857988, 1, 0.394018977907718, 0.482374868498869,
#> 0.2862018163048, 0.329421696095471, 0.491412705311961, 0.451092754854982,
#> 0.397643222030347, 0.270406146867708, 0.362921188693887, 0.36549333958724,
#> 0.391780692340435, 0.422862819951701, 0.356624956082568, 0.29264689461057,
#> 0.368728339780757, 0.434328225558919, 0.349145572863709, 0.425586594521834,
#> 0.407818031859165, 0.480682263909786, 0.427756371445808, 0.39139734342915,
#> 0.341545500931657, 0.312829190290649, 0.470725834500506, 0.37601899417566,
#> 0.278941537647594, 0.534328264398531, 0.321572695383425, 0.364016082794947,
#> 0.32074858968056, 0.289605798868688, 0.440268701520259, 0.419659094879835,
#> 0.332585911423772, 0.293401660402407, 0.485215619954738, 0.336214380802463,
#> 0.403696528278995, 0.347418428278453, 0.39835975254057, 0.33205884047971,
#> 0.358590474797357, 0.493066119809607, 0.313250812898512, 0.338633156080215,
#> 0.3312758110008, 0.354295138086903, 0.486441079178279, 0.397089503954556,
#> 0.402432111647371, 0.504692417797968, 0.370956961933729, 0.349265531768986,
#> 0.292140750750756, 0.313959594045358, 0.368716969902155, 0.416090769956735,
#> 0.409413957262807, 0.45815131663325, 0.4777798339618, 0.46467841196298,
#> 0.588018290035315, 0.477193840298131, 0.402490584417368, 0.515494813221728,
#> 0.325712994658479, 0.348230795755504, 0.38871622008022, 0.36169279944008,
#> 0.45406461735497, 0.455175844365572, 0.346103671334774, 0.388989239925724,
#> 0.527823002219997, 0.361796789581773, 0.360730385598332, 0.309233928164295,
#> 0.450421696783754, 0.394018977907718, 1, 0.373345727663351, 0.29912401416394,
#> 0.411062921303908, 0.38046393806634, 0.360389060574575, 0.359384259497353,
#> 0.2832159675386, 0.355182519547721, 0.283298500598648, 0.313271194984666,
#> 0.367788417608948, 0.305079733759351, 0.300326747601618, 0.361304614457836,
#> 0.427105652794334, 0.308543296103007, 0.391376735475496, 0.232260746089809,
#> 0.385266614714899, 0.396348832263331, 0.255164639963535, 0.400018156474642,
#> 0.296536713805659, 0.296905150514349, 0.293969264937032, 0.34829086151207,
#> 0.298185055711406, 0.436060843854985, 0.348754323424941, 0.355584562101414,
#> 0.285468518977499, 0.353103243926595, 0.330679815081927, 0.308109362814713,
#> 0.253467903005051, 0.344611780465341, 0.512822959198625, 0.346109419230909,
#> 0.392050185890786, 0.311082347080132, 0.324447156141561, 0.339988057740436,
#> 0.39323939495995, 0.503024917037367, 0.290467200279159, 0.44038280391615,
#> 0.564647992132665, 0.307096293630036, 0.312153181740253, 0.471565601382075,
#> 0.446846377580073, 0.481887582574473, 0.37160164011686, 0.378840403534759,
#> 0.354153497753178, 0.362014822898694, 0.401448686451339, 0.436607936766147,
#> 0.367858698371974, 0.368870513372335, 0.494927488278076, 0.384115776046698,
#> 0.423392421051875, 0.316184205573418, 0.413189168756701, 0.383874217179601,
#> 0.481370203688198, 0.28699330932913, 0.342542348072282, 0.53304086670562,
#> 0.352378779307662, 0.328312092734437, 0.466780851393783, 0.346112564900737,
#> 0.392770307708398, 0.311556212992929, 0.517813172506747, 0.315556499887987,
#> 0.482374868498869, 0.373345727663351, 1, 0.396355770207586, 0.356002639433643,
#> 0.452465177150365, 0.331166096010608, 0.361387165013893, 0.387280406057163,
#> 0.356175401822675, 0.347341120023001, 0.379961754248048, 0.338719503112714,
#> 0.598499930712066, 0.290726382734096, 0.412149414889697, 0.37876996192862,
#> 0.313765006277228, 0.428037286409099, 0.456574548423757, 0.314622209169704,
#> 0.432662706028721, 0.350177414988421, 0.294951488951202, 0.339851118911545,
#> 0.374227993203403, 0.259624739926408, 0.355051170192361, 0.444555510528974,
#> 0.3064157088347, 0.247344564338266, 0.296054924471937, 0.429521093248283,
#> 0.400146539949309, 0.508608327155529, 0.282800368903794, 0.310534153475833,
#> 0.457588690135821, 0.28651419818029, 0.461987041347171, 0.378551091094567,
#> 0.295243859542915, 0.240634859682582, 0.599453913534215, 0.461255697274896,
#> 0.342710606100976, 0.576402181414578, 0.357601186386066, 0.356983751764022,
#> 0.397559392188267, 0.310622927692874, 0.424456272778684, 0.449142406829022,
#> 0.331381797836378, 0.349295094452105, 0.318001831635901, 0.383260825911091,
#> 0.371389362599781, 0.340286006616675, 0.377812775845462, 0.402633964287624,
#> 0.530783052843351, 0.354356000866851, 0.346653282351758, 0.33871341605113,
#> 0.459317887177017, 0.564014417510617, 0.303413334888001, 0.428854828133742,
#> 0.362450786127831, 0.328924473249968, 0.392986760734044, 0.456765236498235,
#> 0.711013514293577, 0.28891312799999, 0.390617419030941, 0.290725970449096,
#> 0.31718989038759, 0.255514355587466, 0.253041841168399, 0.2862018163048,
#> 0.29912401416394, 0.396355770207586, 1, 0.325095266177699, 0.365470775640514,
#> 0.331372919879797, 0.266418206140339, 0.393418431863861, 0.430562369648814,
#> 0.34542611362412, 0.506274331189225, 0.247554618906487, 0.391841061907552,
#> 0.385252330610307, 0.40442810006297, 0.307558509859483, 0.388312039966533,
#> 0.312407763586486, 0.40578973507126, 0.308699308480256, 0.353564011625008,
#> 0.518905777083524, 0.446824895390021, 0.415161260698291, 0.30630084520198,
#> 0.429687271319994, 0.392000913220777, 0.320983581185353, 0.274251211681842,
#> 0.369908441793934, 0.321174382177332, 0.392400637457754, 0.322259477797701,
#> 0.372131116306774, 0.469974177258593, 0.515621383617182, 0.369064437275701,
#> 0.387747099426044, 0.30609227893604, 0.338328603379484, 0.45023863284687,
#> 0.398812510924128, 0.536780449855443, 0.342648764150716, 0.417573308274488,
#> 0.464837835182922, 0.263464076428567, 0.290483610036573, 0.317771740268364,
#> 0.344447359562099, 0.415524643368485, 0.323153401217831, 0.269731356683093,
#> 0.283205328087914, 0.47078486311393, 0.38962725547334, 0.451073906639428,
#> 0.307895306704849, 0.30184257018698, 0.291167052030995, 0.348037071737943,
#> 0.313969330805645, 0.309371602519143, 0.271267483192976, 0.272117316375191,
#> 0.246496006481021, 0.448825319103329, 0.313635509615306, 0.362819420659112,
#> 0.39759107307028, 0.315420465761398, 0.365574340243288, 0.381984989431071,
#> 0.387698231338899, 0.313178931472647, 0.352573283237623, 0.421605346825513,
#> 0.388840975506094, 0.285557349657159, 0.329421696095471, 0.411062921303908,
#> 0.356002639433643, 0.325095266177699, 1, 0.363263186807963, 0.382156098298747,
#> 0.295083357277245, 0.473701297975434, 0.445593292628882, 0.204538604364015,
#> 0.389177926433707, 0.327303263110055, 0.261719831284394, 0.300602324593539,
#> 0.34292772034418, 0.355264238226699, 0.545922541484317, 0.425845505657464,
#> 0.331114885423996, 0.321655045919811, 0.411532457258389, 0.4881825488633,
#> 0.46903390699743, 0.249819488965733, 0.308506585733487, 0.303539266636712,
#> 0.441511988937116, 0.336999393082568, 0.378848173602274, 0.256052125520438,
#> 0.297421738048144, 0.215818685090302, 0.331901898959317, 0.369354811453982,
#> 0.327547904233004, 0.444693178165968, 0.328875120629408, 0.394183990496207,
#> 0.336673604063447, 0.37605760424375, 0.312001752568421, 0.416420188298141,
#> 0.35613789329561, 0.390572769753286, 0.316418924629014, 0.306983631617571,
#> 0.401568575458416, 0.332272238163119, 0.212860189711088, 0.306018891777407,
#> 0.322007526871737, 0.304580013096622, 0.422188360633934, 0.361870120327224,
#> 0.401243971779264, 0.582769983758274, 0.465063242153019, 0.456900213980529,
#> 0.296918258866346, 0.337247846631008, 0.23126367886606, 0.342168683894947,
#> 0.35552486023517, 0.384382650065928, 0.4947073216605, 0.468895489762441,
#> 0.400844100347739, 0.423728145213491, 0.336251163215587, 0.263414295799605,
#> 0.330347287144979, 0.298157512695537, 0.343225126174637, 0.361072603046056,
#> 0.26447437992486, 0.364600051439282, 0.362764925099211, 0.287576753373999,
#> 0.289140179124042, 0.491412705311961, 0.38046393806634, 0.452465177150365,
#> 0.365470775640514, 0.363263186807963, 1, 0.29852408269622, 0.271176782668192,
#> 0.465266288170663, 0.327896828249519, 0.376957292466962, 0.349732914251925,
#> 0.36768942661295, 0.3920035576486, 0.261476944825174, 0.341644891184462,
#> 0.346533479817367, 0.354104542136377, 0.262430707790944, 0.377956064570858,
#> 0.354472649454654, 0.426321459058363, 0.356864244919991, 0.30031949108273,
#> 0.367511115676837, 0.450802686720715, 0.21460238819193, 0.239911352260961,
#> 0.326748220067996, 0.282657518997353, 0.227012653822466, 0.398661680085277,
#> 0.384011748549884, 0.404963542076863, 0.373914753506878, 0.281781510448873,
#> 0.210145665022847, 0.375057395182495, 0.323158168196701, 0.5581378801196,
#> 0.283616482310488, 0.246310014555546, 0.329855841681469, 0.49964079484734,
#> 0.346261407281461, 0.383901209561625, 0.347136487683651, 0.363000623941592,
#> 0.327535964927344, 0.389474788537207, 0.309671108718357, 0.388430254201853,
#> 0.371600545992965, 0.276652752338555, 0.262145289433414, 0.291375020258131,
#> 0.391170673982867, 0.342262824956837, 0.46119127969288, 0.340028602287342,
#> 0.536623484511514, 0.359251048719629, 0.477712459426474, 0.431840122234905,
#> 0.381813272257174, 0.407197517164649, 0.467156707564691, 0.45501593471743,
#> 0.321178189847613, 0.441483696725686, 0.362167051699043, 0.359689224427316,
#> 0.556983773172169, 0.465398135473525, 0.360119690442824, 0.395402738867164,
#> 0.362641958405255, 0.262729451464749, 0.499301802057437, 0.461625698439325,
#> 0.451092754854982, 0.360389060574575, 0.331166096010608, 0.331372919879797,
#> 0.382156098298747, 0.29852408269622, 1, 0.306107909669093, 0.31260148693065,
#> 0.271648896046299, 0.372430883908526, 0.324153978338791, 0.586333848088296,
#> 0.398917530503106, 0.380026603119246, 0.465044636802351, 0.550738868661212,
#> 0.446455265173829, 0.360716010807195, 0.379615350308834, 0.360002456790103,
#> 0.319896552918019, 0.362065341057434, 0.321877601197194, 0.318669056389858,
#> 0.391300264556766, 0.478596148246152, 0.262127442629473, 0.37915655655174,
#> 0.220326098560051, 0.515041416898667, 0.342111338071296, 0.243149642556601,
#> 0.334366464542314, 0.367921397926042, 0.362327247576959, 0.414893962779139,
#> 0.467962322950385, 0.424269921908613, 0.334607942043259, 0.265158028758703,
#> 0.463512062780404, 0.574902853000318, 0.220731210191962, 0.468539003702289,
#> 0.39754993462684, 0.363257527179284, 0.347007889960604, 0.450830195759025,
#> 0.489583251733784, 0.722691685572397, 0.273297954536247, 0.419382771882731,
#> 0.382491905821534, 0.402295330099994, 0.332483803185056, 0.243405077731307,
#> 0.278981002165701, 0.33019207175297, 0.434667134718414, 0.371825608231843,
#> 0.44182216708995, 0.549478395976709, 0.398930202574666, 0.356534697142668,
#> 0.498522803024544, 0.431012141444818, 0.385348532043912, 0.266019289845676,
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#> 0.290725970449096, 0.352573283237623, 0.364600051439282, 0.362641958405255,
#> 0.332619679441561, 0.295595701998282, 0.301535114973535, 0.492144519211773,
#> 0.36833085377735, 0.586555501871845, 0.312314421713877, 0.262382744707563,
#> 0.487066244207219, 0.30145599746039, 0.531982121004638, 0.642184557561805,
#> 0.256462782071843, 0.300123280470727, 0.391528155114074, 0.426096285934449,
#> 0.391426853465921, 0.419480456090751, 0.283427505685373, 0.255518902331919,
#> 0.37562903682284, 0.342334782881647, 0.32046509086644, 0.393513554660295,
#> 0.449085121515501, 0.652817780895061, 0.358872493492161, 0.489330361419843,
#> 0.378569097601561, 0.369091005863035, 0.324887709108741, 0.322283550545444,
#> 0.333989321035722, 0.244086402555748, 0.426279881533748, 0.294870610875517,
#> 0.450574483713577, 0.325750867704831, 0.363704654338259, 0.282625042082687,
#> 0.251107619041386, 0.370328701805889, 0.438398961258139, 0.292190706243726,
#> 0.292577375582251, 0.401674502021746, 0.335576299204942, 0.412669399235511,
#> 0.52738545664806, 0.538045669196691, 0.348991123676261, 0.502329200423833,
#> 0.564126745248569, 0.408974704177423, 0.335785514454168, 0.318233187429549,
#> 0.342987669838685, 0.531432314825621, 0.476741553838964, 0.402078245837772,
#> 0.514934602508321, 0.442102598144777, 0.285329744332592, 0.430605011740833,
#> 0.445653317638108, 0.50412713183772, 0.410388966422421, 0.314351667327878,
#> 0.646558824261891, 0.528730044642156, 1, 0.324966822856097, 0.398001512617634,
#> 0.424907267111658, 0.360730385598332, 0.311556212992929, 0.31718989038759,
#> 0.421605346825513, 0.362764925099211, 0.262729451464749, 0.453919339543434,
#> 0.275888470641348, 0.213084636891248, 0.399300401122472, 0.3002019643967,
#> 0.4506296625378, 0.354642791559734, 0.408995250445737, 0.436724926867332,
#> 0.537119451274884, 0.284366496041046, 0.371134318119423, 0.506822668601664,
#> 0.464831269555726, 0.371874393428815, 0.334849609607216, 0.615951446016044,
#> 0.310335967098174, 0.271165652835587, 0.272018112091301, 0.412446132257119,
#> 0.349787576299634, 0.510742301577092, 0.35296483960066, 0.542136157756401,
#> 0.356376444644017, 0.236865154028632, 0.363397644332463, 0.328866969438656,
#> 0.399598437630964, 0.59853172566625, 0.505421748583078, 0.439937369981319,
#> 0.255943576383898, 0.385796361532592, 0.554968334563704, 0.428631677669458,
#> 0.349622379490521, 0.415841152305109, 0.335354052244458, 0.353136285477556,
#> 0.303215128531887, 0.314718107784522, 0.404720537379266, 0.490304570269625,
#> 0.328112170422457, 0.433203003316541, 0.382142320320807, 0.444268922885507,
#> 0.446422114980983, 0.33469535056196, 0.355912328337266, 0.209208115380818,
#> 0.362280257846646, 0.294705839579812, 0.440426604605593, 0.322821447031045,
#> 0.303479929919034, 0.330919160337295, 0.398838988994154, 0.280315827121209,
#> 0.504371413845408, 0.408320037334022, 0.321869061413254, 0.275182792078959,
#> 0.390242704111896, 0.400087990192822, 0.306553301977886, 0.370557805377714,
#> 0.50429220871435, 0.324966822856097, 1)), Y = c(`1` = -1.48432960272689,
#> `2` = -0.546953975803827, `3` = -0.231455024943138, `4` = -0.340030131930231,
#> `5` = -0.976337221215795, `6` = -0.386676603514146, `7` = -0.386676603514146,
#> `8` = 1.57418914279605, `9` = -0.546953975803827, `10` = -0.158113883008419,
#> `11` = 2.10405253987611, `12` = -0.231455024943138, `13` = -0.386676603514146,
#> `14` = -1.09692040255042, `15` = -0.158113883008419, `16` = -0.158113883008419,
#> `17` = -0.546953975803827, `18` = -0.386676603514146, `19` = 0.659786090690449,
#> `20` = -1.09692040255042, `21` = -0.436274136565358, `22` = -0.28961087492437,
#> `23` = -0.386676603514146, `24` = -0.976337221215795, `25` = -1.09692040255042,
#> `26` = -0.158113883008419, `27` = -0.436274136565358, `28` = -0.436274136565358,
#> `29` = -0.386676603514146, `30` = -0.231455024943138, `31` = 2.30072697072586,
#> `32` = -0.490239861940916, `33` = -0.546953975803827, `34` = -0.73444881503344,
#> `35` = 1.31082938694368, `36` = -0.976337221215795, `37` = 1.70134282314234,
#> `38` = -0.546953975803827, `39` = -0.158113883008419, `40` = 1.0771486960837,
#> `41` = -0.158113883008419, `42` = -0.490239861940916, `43` = -0.340030131930231,
#> `44` = -0.976337221215795, `45` = -0.158113883008419, `46` = -0.914104649757265,
#> `47` = -1.09692040255042, `48` = -0.436274136565358, `49` = -0.386676603514146,
#> `50` = -0.0983658134866668, `51` = -0.793929564138479, `52` = 0.468510675262855,
#> `53` = -0.340030131930231, `54` = 1.9536629749367, `55` = 2.60558117688699,
#> `56` = -0.546953975803827, `57` = -1.09692040255042, `58` = -0.158113883008419,
#> `59` = -0.490239861940916, `60` = -0.976337221215795, `61` = -0.28961087492437,
#> `62` = 1.4487979466996, `63` = 1.82660326764499, `64` = -0.386676603514146,
#> `65` = 0.969360944759548, `66` = -0.158113883008419, `67` = -0.436274136565358,
#> `68` = -0.490239861940916, `69` = 1.18850435510435, `70` = -0.976337221215795,
#> `71` = -0.976337221215795, `72` = 0.863221936022845, `73` = -0.436274136565358,
#> `74` = -0.490239861940916, `75` = -0.386676603514146, `76` = 0.762313939494724,
#> `77` = -0.976337221215795, `78` = -0.436274136565358, `79` = -0.546953975803827,
#> `80` = -0.436274136565358), ncomp = 6, mode = "regression", scale.X = FALSE,
#> scale.Y = FALSE)
#>
#> $X
#> An object of class "kernelMatrix"
#> 1 2 3 4 5 6 7
#> 1 1.0000000 0.3175857 0.4276851 0.3092339 0.5178132 0.2555144 0.3888410
#> 2 0.3175857 1.0000000 0.4986843 0.4504217 0.3155565 0.2530418 0.2855573
#> 3 0.4276851 0.4986843 1.0000000 0.3940190 0.4823749 0.2862018 0.3294217
#> 4 0.3092339 0.4504217 0.3940190 1.0000000 0.3733457 0.2991240 0.4110629
#> 5 0.5178132 0.3155565 0.4823749 0.3733457 1.0000000 0.3963558 0.3560026
#> 6 0.2555144 0.2530418 0.2862018 0.2991240 0.3963558 1.0000000 0.3250953
#> 7 0.3888410 0.2855573 0.3294217 0.4110629 0.3560026 0.3250953 1.0000000
#> 8 0.2875768 0.2891402 0.4914127 0.3804639 0.4524652 0.3654708 0.3632632
#> 9 0.4993018 0.4616257 0.4510928 0.3603891 0.3311661 0.3313729 0.3821561
#> 10 0.3890543 0.5605243 0.3976432 0.3593843 0.3613872 0.2664182 0.2950834
#> 11 0.3402822 0.1818919 0.2704061 0.2832160 0.3872804 0.3934184 0.4737013
#> 12 0.3186594 0.2454964 0.3629212 0.3551825 0.3561754 0.4305624 0.4455933
#> 13 0.2859646 0.3660720 0.3654933 0.2832985 0.3473411 0.3454261 0.2045386
#> 14 0.2812466 0.3550426 0.3917807 0.3132712 0.3799618 0.5062743 0.3891779
#> 15 0.4974116 0.3572329 0.4228628 0.3677884 0.3387195 0.2475546 0.3273033
#> 16 0.4328901 0.3462942 0.3566250 0.3050797 0.5984999 0.3918411 0.2617198
#> 17 0.2608218 0.3417452 0.2926469 0.3003267 0.2907264 0.3852523 0.3006023
#> 18 0.5462303 0.3463593 0.3687283 0.3613046 0.4121494 0.4044281 0.3429277
#> 19 0.3193247 0.3543309 0.4343282 0.4271057 0.3787700 0.3075585 0.3552642
#> 20 0.3703985 0.2917854 0.3491456 0.3085433 0.3137650 0.3883120 0.5459225
#> 21 0.4660670 0.4637186 0.4255866 0.3913767 0.4280373 0.3124078 0.4258455
#> 22 0.3710835 0.3232117 0.4078180 0.2322607 0.4565745 0.4057897 0.3311149
#> 23 0.2918126 0.4394914 0.4806823 0.3852666 0.3146222 0.3086993 0.3216550
#> 24 0.3477428 0.3063634 0.4277564 0.3963488 0.4326627 0.3535640 0.4115325
#> 25 0.3385907 0.2411809 0.3913973 0.2551646 0.3501774 0.5189058 0.4881825
#> 26 0.3222084 0.2643310 0.3415455 0.4000182 0.2949515 0.4468249 0.4690339
#> 27 0.2191347 0.2674130 0.3128292 0.2965367 0.3398511 0.4151613 0.2498195
#> 28 0.3290600 0.2409726 0.4707258 0.2969052 0.3742280 0.3063008 0.3085066
#> 29 0.2961767 0.3868614 0.3760190 0.2939693 0.2596247 0.4296873 0.3035393
#> 30 0.2713349 0.3173743 0.2789415 0.3482909 0.3550512 0.3920009 0.4415120
#> 31 0.4025141 0.4255019 0.5343283 0.2981851 0.4445555 0.3209836 0.3369994
#> 32 0.2738818 0.4327517 0.3215727 0.4360608 0.3064157 0.2742512 0.3788482
#> 33 0.3566582 0.4923394 0.3640161 0.3487543 0.2473446 0.3699084 0.2560521
#> 34 0.2927776 0.2868642 0.3207486 0.3555846 0.2960549 0.3211744 0.2974217
#> 35 0.3530931 0.2232292 0.2896058 0.2854685 0.4295211 0.3924006 0.2158187
#> 36 0.3679103 0.3366229 0.4402687 0.3531032 0.4001465 0.3222595 0.3319019
#> 37 0.3328029 0.2688215 0.4196591 0.3306798 0.5086083 0.3721311 0.3693548
#> 38 0.3254176 0.2698198 0.3325859 0.3081094 0.2828004 0.4699742 0.3275479
#> 39 0.3358944 0.3407029 0.2934017 0.2534679 0.3105342 0.5156214 0.4446932
#> 40 0.3997427 0.3583648 0.4852156 0.3446118 0.4575887 0.3690644 0.3288751
#> 41 0.2626264 0.4229772 0.3362144 0.5128230 0.2865142 0.3877471 0.3941840
#> 42 0.4318066 0.2407272 0.4036965 0.3461094 0.4619870 0.3060923 0.3366736
#> 43 0.3405806 0.3360189 0.3474184 0.3920502 0.3785511 0.3383286 0.3760576
#> 44 0.3612014 0.4347005 0.3983598 0.3110823 0.2952439 0.4502386 0.3120018
#> 45 0.3013698 0.3358239 0.3320588 0.3244472 0.2406349 0.3988125 0.4164202
#> 46 0.3058962 0.2095011 0.3585905 0.3399881 0.5994539 0.5367804 0.3561379
#> 47 0.4554737 0.4274140 0.4930661 0.3932394 0.4612557 0.3426488 0.3905728
#> 48 0.2621719 0.3977242 0.3132508 0.5030249 0.3427106 0.4175733 0.3164189
#> 49 0.4268388 0.3007700 0.3386332 0.2904672 0.5764022 0.4648378 0.3069836
#> 50 0.3983642 0.3636745 0.3312758 0.4403828 0.3576012 0.2634641 0.4015686
#> 51 0.4068774 0.4299103 0.3542951 0.5646480 0.3569838 0.2904836 0.3322722
#> 52 0.3126986 0.5167432 0.4864411 0.3070963 0.3975594 0.3177717 0.2128602
#> 53 0.4796911 0.4019677 0.3970895 0.3121532 0.3106229 0.3444474 0.3060189
#> 54 0.2718901 0.4662751 0.4024321 0.4715656 0.4244563 0.4155246 0.3220075
#> 55 0.3378094 0.5126645 0.5046924 0.4468464 0.4491424 0.3231534 0.3045800
#> 56 0.5272655 0.3268950 0.3709570 0.4818876 0.3313818 0.2697314 0.4221884
#> 57 0.5054289 0.3812652 0.3492655 0.3716016 0.3492951 0.2832053 0.3618701
#> 58 0.2661835 0.4700438 0.2921408 0.3788404 0.3180018 0.4707849 0.4012440
#> 59 0.3729974 0.2264031 0.3139596 0.3541535 0.3832608 0.3896273 0.5827700
#> 60 0.2978642 0.2551812 0.3687170 0.3620148 0.3713894 0.4510739 0.4650632
#> 61 0.2415892 0.2971558 0.4160908 0.4014487 0.3402860 0.3078953 0.4569002
#> 62 0.3573516 0.4453363 0.4094140 0.4366079 0.3778128 0.3018426 0.2969183
#> 63 0.2739719 0.2607383 0.4581513 0.3678587 0.4026340 0.2911671 0.3372478
#> 64 0.4205987 0.5095503 0.4777798 0.3688705 0.5307831 0.3480371 0.2312637
#> 65 0.3961943 0.5098053 0.4646784 0.4949275 0.3543560 0.3139693 0.3421687
#> 66 0.3548699 0.3580263 0.5880183 0.3841158 0.3466533 0.3093716 0.3555249
#> 67 0.3710341 0.3176802 0.4771938 0.4233924 0.3387134 0.2712675 0.3843827
#> 68 0.4484962 0.2950472 0.4024906 0.3161842 0.4593179 0.2721173 0.4947073
#> 69 0.4526245 0.4299507 0.5154948 0.4131892 0.5640144 0.2464960 0.4688955
#> 70 0.3141128 0.2912188 0.3257130 0.3838742 0.3034133 0.4488253 0.4008441
#> 71 0.3459455 0.3426624 0.3482308 0.4813702 0.4288548 0.3136355 0.4237281
#> 72 0.3009972 0.2340605 0.3887162 0.2869933 0.3624508 0.3628194 0.3362512
#> 73 0.2856885 0.3858631 0.3616928 0.3425423 0.3289245 0.3975911 0.2634143
#> 74 0.3295865 0.4776360 0.4540646 0.5330409 0.3929868 0.3154205 0.3303473
#> 75 0.3776142 0.4382363 0.4551758 0.3523788 0.4567652 0.3655743 0.2981575
#> 76 0.3612624 0.2246850 0.3461037 0.3283121 0.7110135 0.3819850 0.3432251
#> 77 0.2573510 0.4017069 0.3889892 0.4667809 0.2889131 0.3876982 0.3610726
#> 78 0.3411005 0.4024896 0.5278230 0.3461126 0.3906174 0.3131789 0.2644744
#> 79 0.2591428 0.3668225 0.3617968 0.3927703 0.2907260 0.3525733 0.3646001
#> 80 0.3980015 0.4249073 0.3607304 0.3115562 0.3171899 0.4216053 0.3627649
#> 8 9 10 11 12 13 14
#> 1 0.2875768 0.4993018 0.3890543 0.3402822 0.3186594 0.2859646 0.2812466
#> 2 0.2891402 0.4616257 0.5605243 0.1818919 0.2454964 0.3660720 0.3550426
#> 3 0.4914127 0.4510928 0.3976432 0.2704061 0.3629212 0.3654933 0.3917807
#> 4 0.3804639 0.3603891 0.3593843 0.2832160 0.3551825 0.2832985 0.3132712
#> 5 0.4524652 0.3311661 0.3613872 0.3872804 0.3561754 0.3473411 0.3799618
#> 6 0.3654708 0.3313729 0.2664182 0.3934184 0.4305624 0.3454261 0.5062743
#> 7 0.3632632 0.3821561 0.2950834 0.4737013 0.4455933 0.2045386 0.3891779
#> 8 1.0000000 0.2985241 0.2711768 0.4652663 0.3278968 0.3769573 0.3497329
#> 9 0.2985241 1.0000000 0.3061079 0.3126015 0.2716489 0.3724309 0.3241540
#> 10 0.2711768 0.3061079 1.0000000 0.2330277 0.2421702 0.3264205 0.2632981
#> 11 0.4652663 0.3126015 0.2330277 1.0000000 0.4511146 0.3693448 0.2696663
#> 12 0.3278968 0.2716489 0.2421702 0.4511146 1.0000000 0.3690070 0.4781868
#> 13 0.3769573 0.3724309 0.3264205 0.3693448 0.3690070 1.0000000 0.2856376
#> 14 0.3497329 0.3241540 0.2632981 0.2696663 0.4781868 0.2856376 1.0000000
#> 15 0.3676894 0.5863338 0.3168325 0.3590999 0.3467190 0.5286499 0.2201143
#> 16 0.3920036 0.3989175 0.2731705 0.3146255 0.2628253 0.3303861 0.3985306
#> 17 0.2614769 0.3800266 0.2363466 0.3172361 0.5369547 0.4782002 0.4333919
#> 18 0.3416449 0.4650446 0.3012149 0.3027197 0.4080748 0.2880737 0.3742065
#> 19 0.3465335 0.5507389 0.2716206 0.3168804 0.3539823 0.4224049 0.3502360
#> 20 0.3541045 0.4464553 0.2516251 0.3895509 0.4287372 0.2418561 0.5882640
#> 21 0.2624307 0.3607160 0.5230035 0.2415666 0.2848741 0.2513809 0.3841546
#> 22 0.3779561 0.3796154 0.2580283 0.3400136 0.4508908 0.4327658 0.4598903
#> 23 0.3544726 0.3600025 0.4058201 0.2493183 0.3541009 0.4371433 0.3619511
#> 24 0.4263215 0.3198966 0.2814852 0.3365855 0.3485361 0.2112279 0.5347072
#> 25 0.3568642 0.3620653 0.2297592 0.3155047 0.5855722 0.2969066 0.5453076
#> 26 0.3003195 0.3218776 0.3055219 0.4458882 0.5679351 0.2511260 0.4258312
#> 27 0.3675111 0.3186691 0.2592151 0.4184376 0.4245583 0.6836218 0.2766999
#> 28 0.4508027 0.3913003 0.2101772 0.3397865 0.3467215 0.3696916 0.2507622
#> 29 0.2146024 0.4785961 0.2848214 0.2811239 0.4156953 0.3228385 0.3863253
#> 30 0.2399114 0.2621274 0.3522021 0.3145785 0.4615779 0.2415759 0.4296590
#> 31 0.3267482 0.3791566 0.3240396 0.2859312 0.3936358 0.3663749 0.4058988
#> 32 0.2826575 0.2203261 0.4330129 0.2317026 0.3940059 0.2660575 0.3610179
#> 33 0.2270127 0.5150414 0.4010835 0.2254643 0.3005971 0.4473276 0.3473701
#> 34 0.3986617 0.3421113 0.2164430 0.3134620 0.4350405 0.3660888 0.4933716
#> 35 0.3840117 0.2431496 0.2920493 0.3210509 0.2943149 0.3834497 0.2729671
#> 36 0.4049635 0.3343665 0.3749134 0.3429488 0.4879675 0.3777000 0.3879953
#> 37 0.3739148 0.3679214 0.2759966 0.3743526 0.3784317 0.2735488 0.4572630
#> 38 0.2817815 0.3623272 0.2595732 0.4239007 0.5544399 0.3577209 0.4119884
#> 39 0.2101457 0.4148940 0.3199757 0.3450116 0.4397474 0.2625922 0.4952429
#> 40 0.3750574 0.4679623 0.2597546 0.2485693 0.3580848 0.3152650 0.4456983
#> 41 0.3231582 0.4242699 0.2750264 0.2705417 0.3702992 0.2935294 0.3614919
#> 42 0.5581379 0.3346079 0.3287199 0.4136229 0.2986906 0.4316530 0.2211204
#> 43 0.2836165 0.2651580 0.3876930 0.3319735 0.5234287 0.3643394 0.4084494
#> 44 0.2463100 0.4635121 0.3688087 0.2331737 0.3279877 0.2887338 0.3630762
#> 45 0.3298558 0.5749029 0.2287441 0.3957612 0.4069529 0.3340410 0.4163125
#> 46 0.4996408 0.2207312 0.2909621 0.4242699 0.4879711 0.3117043 0.4245269
#> 47 0.3462614 0.4685390 0.4120684 0.3407268 0.3300160 0.3295977 0.3485034
#> 48 0.3839012 0.3975499 0.3371973 0.3433477 0.2825743 0.3524819 0.2377358
#> 49 0.3471365 0.3632575 0.3647942 0.4702314 0.3764401 0.4923817 0.3409564
#> 50 0.3630006 0.3470079 0.4328165 0.3828496 0.3696939 0.3944846 0.2698754
#> 51 0.3275360 0.4508302 0.4186381 0.3200753 0.3572762 0.4714833 0.2517532
#> 52 0.3894748 0.4895833 0.3640936 0.2302385 0.1954817 0.4870973 0.3007399
#> 53 0.3096711 0.7226917 0.3092662 0.2718241 0.2938727 0.4369814 0.2819769
#> 54 0.3884303 0.2732980 0.5858568 0.3052910 0.3634701 0.3229275 0.4100259
#> 55 0.3716005 0.4193828 0.4260665 0.2142778 0.2482906 0.3065361 0.4213563
#> 56 0.2766528 0.3824919 0.4005292 0.2779459 0.3744428 0.2903309 0.2754161
#> 57 0.2621453 0.4022953 0.3465685 0.2654312 0.3514318 0.3062045 0.3901498
#> 58 0.2913750 0.3324838 0.4610530 0.3212728 0.3969560 0.3357055 0.5422846
#> 59 0.3911707 0.2434051 0.3443240 0.4457035 0.5242086 0.2250018 0.4263711
#> 60 0.3422628 0.2789810 0.3022505 0.3722947 0.6126318 0.3908742 0.5077650
#> 61 0.4611913 0.3301921 0.2964900 0.4004580 0.4150229 0.3399671 0.3872136
#> 62 0.3400286 0.4346671 0.4347216 0.3113561 0.4090999 0.6330568 0.3264379
#> 63 0.5366235 0.3718256 0.1960543 0.3424059 0.3043718 0.3238228 0.2844667
#> 64 0.3592510 0.4418222 0.3270530 0.2359054 0.2881426 0.4517824 0.3618059
#> 65 0.4777125 0.5494784 0.3915099 0.3427315 0.2526066 0.3597744 0.3163802
#> 66 0.4318401 0.3989302 0.4032980 0.3379526 0.4341038 0.3219360 0.4446814
#> 67 0.3818133 0.3565347 0.2566646 0.2913662 0.5264363 0.3436367 0.4435252
#> 68 0.4071975 0.4985228 0.2943637 0.3793899 0.3281678 0.3070479 0.3911890
#> 69 0.4671567 0.4310121 0.4210711 0.3509954 0.3098269 0.3493438 0.4115268
#> 70 0.4550159 0.3853485 0.2056718 0.2972859 0.3985219 0.2796786 0.4545909
#> 71 0.3211782 0.2660193 0.3533299 0.3667231 0.4743895 0.3089027 0.2867038
#> 72 0.4414837 0.4243448 0.1991596 0.3582251 0.3893133 0.3013101 0.4393273
#> 73 0.3621671 0.3875475 0.4082940 0.3942211 0.3285235 0.6202976 0.3684926
#> 74 0.3596892 0.3783121 0.4270060 0.2718621 0.4558794 0.3686713 0.4001289
#> 75 0.5569838 0.4862562 0.2934864 0.3124406 0.2742432 0.4664947 0.4412894
#> 76 0.4653981 0.2577889 0.2813001 0.4856248 0.4258427 0.3568983 0.3351078
#> 77 0.3601197 0.3596640 0.3197295 0.2635916 0.4310265 0.4539362 0.4880853
#> 78 0.3954027 0.3607106 0.2844980 0.2122627 0.4328208 0.3678793 0.4905586
#> 79 0.3626420 0.3326197 0.2955957 0.3015351 0.4921445 0.3683309 0.5865555
#> 80 0.2627295 0.4539193 0.2758885 0.2130846 0.3993004 0.3002020 0.4506297
#> 15 16 17 18 19 20 21
#> 1 0.4974116 0.4328901 0.2608218 0.5462303 0.3193247 0.3703985 0.4660670
#> 2 0.3572329 0.3462942 0.3417452 0.3463593 0.3543309 0.2917854 0.4637186
#> 3 0.4228628 0.3566250 0.2926469 0.3687283 0.4343282 0.3491456 0.4255866
#> 4 0.3677884 0.3050797 0.3003267 0.3613046 0.4271057 0.3085433 0.3913767
#> 5 0.3387195 0.5984999 0.2907264 0.4121494 0.3787700 0.3137650 0.4280373
#> 6 0.2475546 0.3918411 0.3852523 0.4044281 0.3075585 0.3883120 0.3124078
#> 7 0.3273033 0.2617198 0.3006023 0.3429277 0.3552642 0.5459225 0.4258455
#> 8 0.3676894 0.3920036 0.2614769 0.3416449 0.3465335 0.3541045 0.2624307
#> 9 0.5863338 0.3989175 0.3800266 0.4650446 0.5507389 0.4464553 0.3607160
#> 10 0.3168325 0.2731705 0.2363466 0.3012149 0.2716206 0.2516251 0.5230035
#> 11 0.3590999 0.3146255 0.3172361 0.3027197 0.3168804 0.3895509 0.2415666
#> 12 0.3467190 0.2628253 0.5369547 0.4080748 0.3539823 0.4287372 0.2848741
#> 13 0.5286499 0.3303861 0.4782002 0.2880737 0.4224049 0.2418561 0.2513809
#> 14 0.2201143 0.3985306 0.4333919 0.3742065 0.3502360 0.5882640 0.3841546
#> 15 1.0000000 0.3579299 0.3615378 0.4520305 0.4872442 0.3099145 0.3282186
#> 16 0.3579299 1.0000000 0.3532826 0.5265349 0.2544240 0.3280398 0.4900725
#> 17 0.3615378 0.3532826 1.0000000 0.4882083 0.3995976 0.3796832 0.2818359
#> 18 0.4520305 0.5265349 0.4882083 1.0000000 0.3231592 0.3766446 0.4735817
#> 19 0.4872442 0.2544240 0.3995976 0.3231592 1.0000000 0.4221335 0.2185490
#> 20 0.3099145 0.3280398 0.3796832 0.3766446 0.4221335 1.0000000 0.3250876
#> 21 0.3282186 0.4900725 0.2818359 0.4735817 0.2185490 0.3250876 1.0000000
#> 22 0.3835474 0.4346687 0.3711394 0.3669485 0.2902404 0.3431286 0.3789939
#> 23 0.4126690 0.3303687 0.4301750 0.3777103 0.3844981 0.2918575 0.4344970
#> 24 0.2651770 0.4847789 0.2915569 0.3710691 0.3151632 0.4830680 0.4023146
#> 25 0.3444776 0.3025400 0.4706657 0.4696771 0.3433529 0.4451212 0.3657012
#> 26 0.2665200 0.2524874 0.4632122 0.3660201 0.3389531 0.4804171 0.3082555
#> 27 0.3999866 0.2975117 0.4784564 0.2877476 0.3864595 0.2044222 0.2343500
#> 28 0.4911517 0.3640234 0.3177242 0.3522337 0.3474217 0.2515330 0.2875804
#> 29 0.3800989 0.3351645 0.5790216 0.4400266 0.4223014 0.3855162 0.3259744
#> 30 0.2316972 0.3056371 0.4431948 0.4009779 0.2830510 0.3878682 0.4294643
#> 31 0.4167696 0.3775428 0.3496697 0.3473290 0.3503547 0.2953732 0.4182696
#> 32 0.2599128 0.2904979 0.2957079 0.2902304 0.2500742 0.3006460 0.4348807
#> 33 0.4292005 0.3300682 0.4287915 0.3528615 0.4189554 0.3640271 0.4261193
#> 34 0.3387816 0.3045307 0.4945843 0.3803036 0.5266973 0.4381803 0.2196591
#> 35 0.3034008 0.4034863 0.2599385 0.2869784 0.2634371 0.2652384 0.2723954
#> 36 0.3928095 0.2942392 0.4336962 0.3724642 0.4764183 0.3160371 0.2908356
#> 37 0.3098301 0.4122774 0.3359791 0.3801634 0.4298177 0.4492612 0.3397981
#> 38 0.3657242 0.3202060 0.4829762 0.4882997 0.3633017 0.3818978 0.3629280
#> 39 0.2524898 0.3981259 0.4901183 0.4720351 0.2644439 0.4553223 0.4855254
#> 40 0.3984372 0.5240777 0.2994044 0.3551396 0.3422058 0.3690581 0.4141487
#> 41 0.3828629 0.3170066 0.3459838 0.4159740 0.3704311 0.3632242 0.4070728
#> 42 0.5170715 0.3785326 0.2605777 0.4033187 0.3448239 0.2517931 0.3148054
#> 43 0.3495066 0.3400826 0.4316671 0.3638626 0.3333767 0.4174020 0.5013889
#> 44 0.3070534 0.3411071 0.3447485 0.3645846 0.2533968 0.3479613 0.4365177
#> 45 0.3870149 0.2797558 0.5526272 0.4811871 0.4530580 0.6297748 0.2720271
#> 46 0.2232706 0.4398928 0.3257624 0.4106935 0.2546357 0.3163976 0.3828581
#> 47 0.3810654 0.3718357 0.3457038 0.4703433 0.3511282 0.4032962 0.5163498
#> 48 0.3429969 0.2957531 0.3095977 0.3737703 0.3469955 0.2933091 0.2844365
#> 49 0.3189087 0.5308790 0.3904715 0.4111396 0.2936907 0.2564177 0.3877266
#> 50 0.4104210 0.2702379 0.3409174 0.3770940 0.3773067 0.2847275 0.3499847
#> 51 0.5508676 0.2876430 0.3809336 0.4164934 0.5597785 0.3179705 0.3302227
#> 52 0.4309311 0.4971685 0.3251262 0.3204958 0.3160742 0.2450500 0.3992252
#> 53 0.6111788 0.3715086 0.3673281 0.4620851 0.4739833 0.3242666 0.3272999
#> 54 0.2788972 0.3628511 0.3664499 0.3881224 0.3229749 0.3309240 0.4842472
#> 55 0.3201797 0.4703977 0.3028504 0.4405936 0.3672044 0.3057809 0.5587104
#> 56 0.4620883 0.3440833 0.3262955 0.4994990 0.3521378 0.4250488 0.5318201
#> 57 0.3983651 0.4007373 0.4181642 0.5259974 0.4524988 0.4429084 0.4589833
#> 58 0.2620932 0.3297826 0.4318399 0.3530940 0.3445214 0.4485401 0.4109871
#> 59 0.2640038 0.2643424 0.2816424 0.3833372 0.2723951 0.4964203 0.3960384
#> 60 0.3675193 0.2577477 0.3965977 0.3614189 0.4818865 0.3768089 0.3487822
#> 61 0.3479382 0.2347647 0.4002926 0.2926178 0.5693203 0.4246971 0.2666790
#> 62 0.5291993 0.3034991 0.4320756 0.3416570 0.4943416 0.2623337 0.3485699
#> 63 0.4293257 0.3727143 0.2203556 0.2406287 0.3672220 0.3088296 0.2495666
#> 64 0.3599554 0.5047313 0.3952342 0.4265131 0.3101862 0.2662369 0.3933829
#> 65 0.4519612 0.4023579 0.3590189 0.5000285 0.4119410 0.3140363 0.3809717
#> 66 0.3714753 0.2681976 0.3182005 0.3072855 0.4721634 0.4377701 0.3193246
#> 67 0.3974891 0.3233783 0.4348482 0.5030505 0.3875011 0.4315130 0.3787438
#> 68 0.4749018 0.4911279 0.3591252 0.4155649 0.3930867 0.5300644 0.4308409
#> 69 0.4036580 0.3764446 0.3417287 0.3521663 0.5625899 0.4490142 0.3663752
#> 70 0.3902025 0.3152652 0.3762154 0.4810991 0.3878454 0.4542352 0.2712664
#> 71 0.3270353 0.2698509 0.2829090 0.2878292 0.2974676 0.2682509 0.4047778
#> 72 0.3794032 0.3362933 0.3570988 0.3792690 0.5252552 0.4453964 0.2456606
#> 73 0.4013860 0.3044184 0.4264224 0.2893056 0.4326922 0.3334252 0.2953454
#> 74 0.3516615 0.2899858 0.3743764 0.3809919 0.4456729 0.3965851 0.3897448
#> 75 0.4119364 0.4474104 0.2628122 0.3478912 0.4435564 0.3977166 0.3198719
#> 76 0.2828804 0.5046213 0.3446602 0.3601700 0.3030825 0.3050895 0.3351749
#> 77 0.3859359 0.2239118 0.3782876 0.2562810 0.5631453 0.3999064 0.2727381
#> 78 0.3461761 0.3718179 0.3843880 0.3857314 0.4656487 0.3602941 0.3321231
#> 79 0.3123144 0.2623827 0.4870662 0.3014560 0.5319821 0.6421846 0.2564628
#> 80 0.3546428 0.4089953 0.4367249 0.5371195 0.2843665 0.3711343 0.5068227
#> 22 23 24 25 26 27 28
#> 1 0.3710835 0.2918126 0.3477428 0.3385907 0.3222084 0.2191347 0.3290600
#> 2 0.3232117 0.4394914 0.3063634 0.2411809 0.2643310 0.2674130 0.2409726
#> 3 0.4078180 0.4806823 0.4277564 0.3913973 0.3415455 0.3128292 0.4707258
#> 4 0.2322607 0.3852666 0.3963488 0.2551646 0.4000182 0.2965367 0.2969052
#> 5 0.4565745 0.3146222 0.4326627 0.3501774 0.2949515 0.3398511 0.3742280
#> 6 0.4057897 0.3086993 0.3535640 0.5189058 0.4468249 0.4151613 0.3063008
#> 7 0.3311149 0.3216550 0.4115325 0.4881825 0.4690339 0.2498195 0.3085066
#> 8 0.3779561 0.3544726 0.4263215 0.3568642 0.3003195 0.3675111 0.4508027
#> 9 0.3796154 0.3600025 0.3198966 0.3620653 0.3218776 0.3186691 0.3913003
#> 10 0.2580283 0.4058201 0.2814852 0.2297592 0.3055219 0.2592151 0.2101772
#> 11 0.3400136 0.2493183 0.3365855 0.3155047 0.4458882 0.4184376 0.3397865
#> 12 0.4508908 0.3541009 0.3485361 0.5855722 0.5679351 0.4245583 0.3467215
#> 13 0.4327658 0.4371433 0.2112279 0.2969066 0.2511260 0.6836218 0.3696916
#> 14 0.4598903 0.3619511 0.5347072 0.5453076 0.4258312 0.2766999 0.2507622
#> 15 0.3835474 0.4126690 0.2651770 0.3444776 0.2665200 0.3999866 0.4911517
#> 16 0.4346687 0.3303687 0.4847789 0.3025400 0.2524874 0.2975117 0.3640234
#> 17 0.3711394 0.4301750 0.2915569 0.4706657 0.4632122 0.4784564 0.3177242
#> 18 0.3669485 0.3777103 0.3710691 0.4696771 0.3660201 0.2877476 0.3522337
#> 19 0.2902404 0.3844981 0.3151632 0.3433529 0.3389531 0.3864595 0.3474217
#> 20 0.3431286 0.2918575 0.4830680 0.4451212 0.4804171 0.2044222 0.2515330
#> 21 0.3789939 0.4344970 0.4023146 0.3657012 0.3082555 0.2343500 0.2875804
#> 22 1.0000000 0.3804393 0.2851020 0.5143808 0.3234115 0.4299252 0.4310842
#> 23 0.3804393 1.0000000 0.2919426 0.3651857 0.3498877 0.4579461 0.4157968
#> 24 0.2851020 0.2919426 1.0000000 0.3242329 0.3913383 0.2509750 0.3768371
#> 25 0.5143808 0.3651857 0.3242329 1.0000000 0.4342873 0.3034001 0.3385202
#> 26 0.3234115 0.3498877 0.3913383 0.4342873 1.0000000 0.3550087 0.3559464
#> 27 0.4299252 0.4579461 0.2509750 0.3034001 0.3550087 1.0000000 0.5407837
#> 28 0.4310842 0.4157968 0.3768371 0.3385202 0.3559464 0.5407837 1.0000000
#> 29 0.3168283 0.3845428 0.3192171 0.3866652 0.5377758 0.3945725 0.3942589
#> 30 0.3182857 0.3501893 0.3672072 0.3884814 0.5032389 0.3239066 0.2916027
#> 31 0.5330995 0.4487139 0.4130439 0.4014896 0.3245534 0.4251633 0.4699869
#> 32 0.3638771 0.4080408 0.3121836 0.3324391 0.3685889 0.2321631 0.2330857
#> 33 0.3428650 0.4354233 0.2348950 0.3652952 0.3355027 0.3019581 0.2461675
#> 34 0.2922271 0.3634297 0.4246081 0.3666355 0.4084809 0.3475923 0.3124215
#> 35 0.2617822 0.3131089 0.3621736 0.2166004 0.2649863 0.3570947 0.3559756
#> 36 0.4116901 0.5268651 0.3455705 0.4326002 0.4624163 0.4219844 0.4192868
#> 37 0.3524940 0.2737308 0.6189520 0.3644098 0.3198729 0.3439233 0.3416706
#> 38 0.3768604 0.3393260 0.4297154 0.4216274 0.4623648 0.4475451 0.4022366
#> 39 0.3762316 0.3668966 0.3725648 0.5037894 0.4669957 0.3058873 0.2496945
#> 40 0.5457047 0.3701922 0.4009795 0.4517639 0.2612123 0.2816948 0.3848507
#> 41 0.3627740 0.3999619 0.3107727 0.3605400 0.3475198 0.3476765 0.3871114
#> 42 0.3333212 0.4580026 0.2993109 0.3127233 0.2606651 0.4075647 0.5017456
#> 43 0.4777264 0.3761933 0.3138886 0.4197500 0.4877635 0.3208682 0.2891163
#> 44 0.4292744 0.4104812 0.3390675 0.3759168 0.4337008 0.3344027 0.3720479
#> 45 0.3233505 0.3395322 0.3075817 0.4204728 0.5021455 0.3249991 0.2936290
#> 46 0.4102856 0.3505948 0.3944540 0.4761825 0.3640996 0.3782123 0.3406460
#> 47 0.3153167 0.3919523 0.4340010 0.3606410 0.3529612 0.2868730 0.3506514
#> 48 0.3017786 0.2917773 0.2919859 0.2597700 0.3257391 0.3752458 0.3046257
#> 49 0.4156108 0.4238414 0.3124714 0.3182530 0.2953870 0.5279594 0.3157636
#> 50 0.2548763 0.4585450 0.2448498 0.2882860 0.3357788 0.3457497 0.2538782
#> 51 0.2688322 0.3462099 0.2297860 0.2880006 0.3239320 0.3613360 0.2927299
#> 52 0.4295374 0.5030044 0.3298068 0.2718913 0.2090005 0.4062407 0.4064574
#> 53 0.3913582 0.4288668 0.2860809 0.3550365 0.2801199 0.4328359 0.4805689
#> 54 0.3090755 0.4546009 0.3711214 0.3048205 0.4596603 0.3733853 0.2737441
#> 55 0.2955449 0.5152235 0.4157155 0.2826282 0.2696885 0.3227276 0.3215712
#> 56 0.2406697 0.4201032 0.3405349 0.3180798 0.3538180 0.2510372 0.3083344
#> 57 0.2799460 0.3587393 0.3932967 0.3684233 0.3337328 0.2147544 0.2623411
#> 58 0.2812043 0.3648365 0.3642044 0.3726209 0.4140336 0.2981377 0.1786789
#> 59 0.3385418 0.2613088 0.4537581 0.4456113 0.5202481 0.2920639 0.3236059
#> 60 0.3292230 0.4618270 0.3351530 0.5749870 0.4063628 0.3876364 0.3168892
#> 61 0.2484200 0.4714745 0.4282289 0.3486136 0.4087959 0.4123423 0.4127483
#> 62 0.4315091 0.5992891 0.2630169 0.3251204 0.3091997 0.5992807 0.3598324
#> 63 0.3221544 0.3483328 0.4074210 0.2799659 0.2089958 0.3444881 0.4691486
#> 64 0.5171515 0.4023103 0.3349632 0.2954405 0.2777163 0.4133414 0.4118603
#> 65 0.2843422 0.4742098 0.3453555 0.2619573 0.3327221 0.3690514 0.3678933
#> 66 0.3796055 0.4907546 0.3942198 0.4048301 0.5248266 0.3058412 0.3751930
#> 67 0.3726893 0.4435833 0.3937413 0.4417754 0.3824495 0.3054238 0.4154337
#> 68 0.3509384 0.3215090 0.4646137 0.4375818 0.2768981 0.2317693 0.3145489
#> 69 0.3508074 0.4113371 0.4049795 0.3355104 0.3238703 0.2978814 0.3282632
#> 70 0.3625812 0.3045316 0.3666739 0.5564730 0.3552974 0.2848459 0.3173749
#> 71 0.3740963 0.3241244 0.2715325 0.3605280 0.3454476 0.3535711 0.2872034
#> 72 0.3232619 0.2929673 0.4271527 0.4033459 0.3735094 0.3484687 0.4710721
#> 73 0.3952612 0.5005809 0.2731885 0.2773269 0.3852539 0.5665642 0.3063887
#> 74 0.3313884 0.3280179 0.3621605 0.3616694 0.4068861 0.3121120 0.2795183
#> 75 0.4695908 0.3281651 0.3635601 0.3283992 0.2045820 0.3501073 0.3491850
#> 76 0.3252841 0.2767135 0.4505049 0.3394577 0.3176072 0.3932511 0.3519154
#> 77 0.3797650 0.4916531 0.2911247 0.4431195 0.3907087 0.3698276 0.2733658
#> 78 0.4211131 0.3646353 0.4385985 0.4422549 0.2877916 0.3058757 0.3363791
#> 79 0.3001233 0.3915282 0.4260963 0.3914269 0.4194805 0.2834275 0.2555189
#> 80 0.4648313 0.3718744 0.3348496 0.6159514 0.3103360 0.2711657 0.2720181
#> 29 30 31 32 33 34 35
#> 1 0.2961767 0.2713349 0.4025141 0.2738818 0.3566582 0.2927776 0.3530931
#> 2 0.3868614 0.3173743 0.4255019 0.4327517 0.4923394 0.2868642 0.2232292
#> 3 0.3760190 0.2789415 0.5343283 0.3215727 0.3640161 0.3207486 0.2896058
#> 4 0.2939693 0.3482909 0.2981851 0.4360608 0.3487543 0.3555846 0.2854685
#> 5 0.2596247 0.3550512 0.4445555 0.3064157 0.2473446 0.2960549 0.4295211
#> 6 0.4296873 0.3920009 0.3209836 0.2742512 0.3699084 0.3211744 0.3924006
#> 7 0.3035393 0.4415120 0.3369994 0.3788482 0.2560521 0.2974217 0.2158187
#> 8 0.2146024 0.2399114 0.3267482 0.2826575 0.2270127 0.3986617 0.3840117
#> 9 0.4785961 0.2621274 0.3791566 0.2203261 0.5150414 0.3421113 0.2431496
#> 10 0.2848214 0.3522021 0.3240396 0.4330129 0.4010835 0.2164430 0.2920493
#> 11 0.2811239 0.3145785 0.2859312 0.2317026 0.2254643 0.3134620 0.3210509
#> 12 0.4156953 0.4615779 0.3936358 0.3940059 0.3005971 0.4350405 0.2943149
#> 13 0.3228385 0.2415759 0.3663749 0.2660575 0.4473276 0.3660888 0.3834497
#> 14 0.3863253 0.4296590 0.4058988 0.3610179 0.3473701 0.4933716 0.2729671
#> 15 0.3800989 0.2316972 0.4167696 0.2599128 0.4292005 0.3387816 0.3034008
#> 16 0.3351645 0.3056371 0.3775428 0.2904979 0.3300682 0.3045307 0.4034863
#> 17 0.5790216 0.4431948 0.3496697 0.2957079 0.4287915 0.4945843 0.2599385
#> 18 0.4400266 0.4009779 0.3473290 0.2902304 0.3528615 0.3803036 0.2869784
#> 19 0.4223014 0.2830510 0.3503547 0.2500742 0.4189554 0.5266973 0.2634371
#> 20 0.3855162 0.3878682 0.2953732 0.3006460 0.3640271 0.4381803 0.2652384
#> 21 0.3259744 0.4294643 0.4182696 0.4348807 0.4261193 0.2196591 0.2723954
#> 22 0.3168283 0.3182857 0.5330995 0.3638771 0.3428650 0.2922271 0.2617822
#> 23 0.3845428 0.3501893 0.4487139 0.4080408 0.4354233 0.3634297 0.3131089
#> 24 0.3192171 0.3672072 0.4130439 0.3121836 0.2348950 0.4246081 0.3621736
#> 25 0.3866652 0.3884814 0.4014896 0.3324391 0.3652952 0.3666355 0.2166004
#> 26 0.5377758 0.5032389 0.3245534 0.3685889 0.3355027 0.4084809 0.2649863
#> 27 0.3945725 0.3239066 0.4251633 0.2321631 0.3019581 0.3475923 0.3570947
#> 28 0.3942589 0.2916027 0.4699869 0.2330857 0.2461675 0.3124215 0.3559756
#> 29 1.0000000 0.4165390 0.3977185 0.2617745 0.5252526 0.3694102 0.2408075
#> 30 0.4165390 1.0000000 0.3360982 0.4813336 0.2702097 0.3259449 0.2148125
#> 31 0.3977185 0.3360982 1.0000000 0.3491964 0.3634834 0.3439177 0.3421331
#> 32 0.2617745 0.4813336 0.3491964 1.0000000 0.3599360 0.2637459 0.2484054
#> 33 0.5252526 0.2702097 0.3634834 0.3599360 1.0000000 0.3773446 0.3066544
#> 34 0.3694102 0.3259449 0.3439177 0.2637459 0.3773446 1.0000000 0.3638477
#> 35 0.2408075 0.2148125 0.3421331 0.2484054 0.3066544 0.3638477 1.0000000
#> 36 0.3724305 0.3750545 0.4804346 0.3987598 0.3777210 0.5898298 0.3376961
#> 37 0.3634110 0.3651856 0.4389731 0.2306916 0.2608519 0.3243569 0.2796232
#> 38 0.5560480 0.4263616 0.4197113 0.2762121 0.3941656 0.3900871 0.3114392
#> 39 0.5684840 0.5902174 0.3785689 0.3476649 0.4288072 0.3186134 0.2238934
#> 40 0.3436304 0.2827430 0.4766439 0.3676481 0.4578854 0.2888994 0.3186640
#> 41 0.4240687 0.3693729 0.3811926 0.3692512 0.4008659 0.2734268 0.2181950
#> 42 0.2249879 0.3081967 0.3468290 0.3071947 0.2616679 0.3101601 0.4065068
#> 43 0.3871124 0.5071200 0.3963792 0.6015899 0.4545987 0.3149390 0.2833796
#> 44 0.5029060 0.3161816 0.5066421 0.3330184 0.5248370 0.2355055 0.3262688
#> 45 0.5577639 0.3740629 0.2827440 0.2063583 0.4095382 0.4640671 0.1934345
#> 46 0.2363677 0.3955454 0.3282891 0.3385847 0.2452468 0.2970865 0.3840960
#> 47 0.3389898 0.3793864 0.3582153 0.3084977 0.3310653 0.3226419 0.3082765
#> 48 0.2947976 0.3863209 0.3216009 0.2952067 0.2938737 0.2853744 0.2361554
#> 49 0.3162368 0.3197275 0.4203694 0.2531667 0.3226309 0.2780581 0.4527607
#> 50 0.2553781 0.3521241 0.2811991 0.3447273 0.3612173 0.4632200 0.3175294
#> 51 0.3426513 0.3230339 0.2894680 0.3444520 0.5160499 0.4079480 0.3177911
#> 52 0.3099363 0.2309813 0.5097784 0.2858489 0.4387586 0.2800443 0.3529894
#> 53 0.4983286 0.2738675 0.4594780 0.2371304 0.5194958 0.3735440 0.3281817
#> 54 0.4157895 0.4778818 0.3838658 0.4277282 0.3851216 0.3559884 0.3336873
#> 55 0.3663000 0.3339230 0.4745217 0.2836047 0.4113980 0.3834910 0.3252768
#> 56 0.3390548 0.3189368 0.3181347 0.3767739 0.4757967 0.3269710 0.3927662
#> 57 0.3922279 0.3701645 0.3333871 0.4374678 0.5561444 0.5161883 0.3384927
#> 58 0.4463099 0.4664898 0.3405916 0.3943046 0.4944905 0.4753421 0.2962104
#> 59 0.2995130 0.4818610 0.3402428 0.3521169 0.2294106 0.2962084 0.2702765
#> 60 0.3568548 0.4409285 0.3816028 0.3943379 0.3539300 0.4650094 0.3218213
#> 61 0.3356706 0.3742715 0.3049737 0.2736115 0.2666564 0.5032765 0.3236350
#> 62 0.3090804 0.3106032 0.4737504 0.3874654 0.4483496 0.4284543 0.3332054
#> 63 0.2561633 0.1840811 0.4628782 0.2150254 0.2544619 0.3307626 0.4340421
#> 64 0.3034678 0.2760415 0.5105052 0.2810907 0.3548741 0.3430017 0.3645948
#> 65 0.3657374 0.3011384 0.3788061 0.2560073 0.3835520 0.4594262 0.3177160
#> 66 0.3487163 0.2856638 0.4070105 0.3659483 0.3934134 0.4932848 0.2815266
#> 67 0.3157052 0.4286373 0.2985940 0.3959111 0.2791724 0.4009939 0.2400959
#> 68 0.2743115 0.3381169 0.3583228 0.2853703 0.3031168 0.3965096 0.3012384
#> 69 0.2926327 0.3261445 0.4147862 0.3374582 0.3148458 0.4594494 0.3053530
#> 70 0.3159917 0.3521188 0.3921681 0.3283480 0.3665223 0.4857621 0.2768143
#> 71 0.2698930 0.4341698 0.4592259 0.4302848 0.3486168 0.2459247 0.2735563
#> 72 0.4537002 0.3267723 0.3407746 0.1949702 0.3122352 0.5954138 0.3045140
#> 73 0.3429320 0.2824411 0.4066311 0.2636938 0.4494095 0.4468845 0.3700305
#> 74 0.2993659 0.4208104 0.3357958 0.3759119 0.3981785 0.4265065 0.2563897
#> 75 0.2474912 0.2490149 0.4379327 0.2823427 0.3724693 0.3946654 0.3395662
#> 76 0.2297741 0.3847363 0.3837632 0.2665713 0.2144598 0.3471874 0.4820383
#> 77 0.3108833 0.3134286 0.3987313 0.4543664 0.5022885 0.5462887 0.3043621
#> 78 0.3479026 0.2866692 0.4456700 0.3682133 0.4482215 0.5507151 0.3273191
#> 79 0.3756290 0.3423348 0.3204651 0.3935136 0.4490851 0.6528178 0.3588725
#> 80 0.4124461 0.3497876 0.5107423 0.3529648 0.5421362 0.3563764 0.2368652
#> 36 37 38 39 40 41 42
#> 1 0.3679103 0.3328029 0.3254176 0.3358944 0.3997427 0.2626264 0.4318066
#> 2 0.3366229 0.2688215 0.2698198 0.3407029 0.3583648 0.4229772 0.2407272
#> 3 0.4402687 0.4196591 0.3325859 0.2934017 0.4852156 0.3362144 0.4036965
#> 4 0.3531032 0.3306798 0.3081094 0.2534679 0.3446118 0.5128230 0.3461094
#> 5 0.4001465 0.5086083 0.2828004 0.3105342 0.4575887 0.2865142 0.4619870
#> 6 0.3222595 0.3721311 0.4699742 0.5156214 0.3690644 0.3877471 0.3060923
#> 7 0.3319019 0.3693548 0.3275479 0.4446932 0.3288751 0.3941840 0.3366736
#> 8 0.4049635 0.3739148 0.2817815 0.2101457 0.3750574 0.3231582 0.5581379
#> 9 0.3343665 0.3679214 0.3623272 0.4148940 0.4679623 0.4242699 0.3346079
#> 10 0.3749134 0.2759966 0.2595732 0.3199757 0.2597546 0.2750264 0.3287199
#> 11 0.3429488 0.3743526 0.4239007 0.3450116 0.2485693 0.2705417 0.4136229
#> 12 0.4879675 0.3784317 0.5544399 0.4397474 0.3580848 0.3702992 0.2986906
#> 13 0.3777000 0.2735488 0.3577209 0.2625922 0.3152650 0.2935294 0.4316530
#> 14 0.3879953 0.4572630 0.4119884 0.4952429 0.4456983 0.3614919 0.2211204
#> 15 0.3928095 0.3098301 0.3657242 0.2524898 0.3984372 0.3828629 0.5170715
#> 16 0.2942392 0.4122774 0.3202060 0.3981259 0.5240777 0.3170066 0.3785326
#> 17 0.4336962 0.3359791 0.4829762 0.4901183 0.2994044 0.3459838 0.2605777
#> 18 0.3724642 0.3801634 0.4882997 0.4720351 0.3551396 0.4159740 0.4033187
#> 19 0.4764183 0.4298177 0.3633017 0.2644439 0.3422058 0.3704311 0.3448239
#> 20 0.3160371 0.4492612 0.3818978 0.4553223 0.3690581 0.3632242 0.2517931
#> 21 0.2908356 0.3397981 0.3629280 0.4855254 0.4141487 0.4070728 0.3148054
#> 22 0.4116901 0.3524940 0.3768604 0.3762316 0.5457047 0.3627740 0.3333212
#> 23 0.5268651 0.2737308 0.3393260 0.3668966 0.3701922 0.3999619 0.4580026
#> 24 0.3455705 0.6189520 0.4297154 0.3725648 0.4009795 0.3107727 0.2993109
#> 25 0.4326002 0.3644098 0.4216274 0.5037894 0.4517639 0.3605400 0.3127233
#> 26 0.4624163 0.3198729 0.4623648 0.4669957 0.2612123 0.3475198 0.2606651
#> 27 0.4219844 0.3439233 0.4475451 0.3058873 0.2816948 0.3476765 0.4075647
#> 28 0.4192868 0.3416706 0.4022366 0.2496945 0.3848507 0.3871114 0.5017456
#> 29 0.3724305 0.3634110 0.5560480 0.5684840 0.3436304 0.4240687 0.2249879
#> 30 0.3750545 0.3651856 0.4263616 0.5902174 0.2827430 0.3693729 0.3081967
#> 31 0.4804346 0.4389731 0.4197113 0.3785689 0.4766439 0.3811926 0.3468290
#> 32 0.3987598 0.2306916 0.2762121 0.3476649 0.3676481 0.3692512 0.3071947
#> 33 0.3777210 0.2608519 0.3941656 0.4288072 0.4578854 0.4008659 0.2616679
#> 34 0.5898298 0.3243569 0.3900871 0.3186134 0.2888994 0.2734268 0.3101601
#> 35 0.3376961 0.2796232 0.3114392 0.2238934 0.3186640 0.2181950 0.4065068
#> 36 1.0000000 0.3039462 0.3355826 0.3248376 0.3252280 0.3000598 0.3712765
#> 37 0.3039462 1.0000000 0.5025023 0.3759756 0.4718670 0.3512317 0.3027138
#> 38 0.3355826 0.5025023 1.0000000 0.4867132 0.3736007 0.4425920 0.2996220
#> 39 0.3248376 0.3759756 0.4867132 1.0000000 0.3698732 0.3643297 0.2461344
#> 40 0.3252280 0.4718670 0.3736007 0.3698732 1.0000000 0.4391723 0.3665608
#> 41 0.3000598 0.3512317 0.4425920 0.3643297 0.4391723 1.0000000 0.2933796
#> 42 0.3712765 0.3027138 0.2996220 0.2461344 0.3665608 0.2933796 1.0000000
#> 43 0.3907618 0.3469705 0.4650857 0.3780568 0.3845191 0.4514466 0.2911690
#> 44 0.3323132 0.3565217 0.4142119 0.4995600 0.5209682 0.4944076 0.2440294
#> 45 0.3308742 0.3580154 0.4417407 0.5311716 0.2820593 0.4228908 0.2569841
#> 46 0.3990742 0.4652060 0.3836730 0.3813559 0.4137025 0.3188047 0.4154620
#> 47 0.3716269 0.3714633 0.3523879 0.4548487 0.3057722 0.3770152 0.3221393
#> 48 0.2818784 0.3482863 0.3423162 0.3113387 0.2729526 0.4357502 0.3688584
#> 49 0.3450237 0.4115265 0.4001958 0.4641362 0.3929400 0.2719690 0.4547831
#> 50 0.5756289 0.2149262 0.2496985 0.3178772 0.2484713 0.2748088 0.4406318
#> 51 0.4476711 0.2856762 0.3112660 0.2505539 0.2937156 0.4325973 0.3739026
#> 52 0.3255877 0.3429399 0.2640485 0.2985061 0.4670847 0.2886984 0.4175523
#> 53 0.3644982 0.3555988 0.4475304 0.3981119 0.5260066 0.4487801 0.4304677
#> 54 0.4008617 0.4164400 0.3555901 0.3973376 0.3036988 0.4437027 0.3340752
#> 55 0.3705164 0.4353391 0.3237455 0.3867107 0.4277369 0.4205244 0.3529010
#> 56 0.3401679 0.2996169 0.3731716 0.3336382 0.3234387 0.3705513 0.4040406
#> 57 0.4402400 0.3121812 0.3907003 0.3870873 0.3375878 0.3150673 0.3467371
#> 58 0.3634009 0.3599928 0.3569626 0.5910270 0.3063015 0.3555811 0.2543953
#> 59 0.3533403 0.4698896 0.4508620 0.4016206 0.3039052 0.4602065 0.3118000
#> 60 0.5048885 0.3396066 0.4402835 0.3838649 0.3204052 0.3397107 0.4037368
#> 61 0.4548424 0.4304323 0.3863073 0.2599619 0.2737032 0.3474444 0.3944466
#> 62 0.5538365 0.3045545 0.3270210 0.2942975 0.3488627 0.3710955 0.4626273
#> 63 0.3327187 0.3999861 0.2619187 0.2196749 0.4772475 0.3138718 0.4200444
#> 64 0.4347553 0.3086583 0.2651878 0.2924747 0.3816201 0.3474004 0.3142436
#> 65 0.4216668 0.3102630 0.3183649 0.3178604 0.3122272 0.3804086 0.4565354
#> 66 0.7144845 0.3025433 0.3072039 0.3001960 0.3329486 0.2963941 0.3354770
#> 67 0.4240985 0.3389088 0.4092085 0.2970072 0.3269988 0.3604698 0.3615553
#> 68 0.3651118 0.4179789 0.2756213 0.3961137 0.4017465 0.2694208 0.3736568
#> 69 0.5156562 0.4421576 0.2338337 0.2798708 0.3393607 0.3176696 0.3841581
#> 70 0.3612799 0.3952338 0.3730212 0.3367998 0.4424028 0.3997084 0.3991716
#> 71 0.3949689 0.3782504 0.3683591 0.3273832 0.4530094 0.4515864 0.3167967
#> 72 0.4782218 0.4376373 0.4380355 0.3567370 0.3917835 0.3739504 0.3120753
#> 73 0.4481212 0.2990131 0.3451490 0.2993194 0.2485650 0.2630366 0.3843580
#> 74 0.4548096 0.3830414 0.3495568 0.2867599 0.3253246 0.3704775 0.2678967
#> 75 0.3381451 0.4161561 0.3046786 0.2634867 0.4893666 0.3670031 0.4166515
#> 76 0.3873189 0.4924669 0.3309647 0.3347171 0.3543406 0.2274624 0.4278506
#> 77 0.5319236 0.2648953 0.3120990 0.2724550 0.3694476 0.3582323 0.3166373
#> 78 0.5887740 0.4048671 0.3843674 0.3031660 0.4977659 0.2942645 0.2555977
#> 79 0.4893304 0.3785691 0.3690910 0.3248877 0.3222836 0.3339893 0.2440864
#> 80 0.3633976 0.3288670 0.3995984 0.5985317 0.5054217 0.4399374 0.2559436
#> 43 44 45 46 47 48 49
#> 1 0.3405806 0.3612014 0.3013698 0.3058962 0.4554737 0.2621719 0.4268388
#> 2 0.3360189 0.4347005 0.3358239 0.2095011 0.4274140 0.3977242 0.3007700
#> 3 0.3474184 0.3983598 0.3320588 0.3585905 0.4930661 0.3132508 0.3386332
#> 4 0.3920502 0.3110823 0.3244472 0.3399881 0.3932394 0.5030249 0.2904672
#> 5 0.3785511 0.2952439 0.2406349 0.5994539 0.4612557 0.3427106 0.5764022
#> 6 0.3383286 0.4502386 0.3988125 0.5367804 0.3426488 0.4175733 0.4648378
#> 7 0.3760576 0.3120018 0.4164202 0.3561379 0.3905728 0.3164189 0.3069836
#> 8 0.2836165 0.2463100 0.3298558 0.4996408 0.3462614 0.3839012 0.3471365
#> 9 0.2651580 0.4635121 0.5749029 0.2207312 0.4685390 0.3975499 0.3632575
#> 10 0.3876930 0.3688087 0.2287441 0.2909621 0.4120684 0.3371973 0.3647942
#> 11 0.3319735 0.2331737 0.3957612 0.4242699 0.3407268 0.3433477 0.4702314
#> 12 0.5234287 0.3279877 0.4069529 0.4879711 0.3300160 0.2825743 0.3764401
#> 13 0.3643394 0.2887338 0.3340410 0.3117043 0.3295977 0.3524819 0.4923817
#> 14 0.4084494 0.3630762 0.4163125 0.4245269 0.3485034 0.2377358 0.3409564
#> 15 0.3495066 0.3070534 0.3870149 0.2232706 0.3810654 0.3429969 0.3189087
#> 16 0.3400826 0.3411071 0.2797558 0.4398928 0.3718357 0.2957531 0.5308790
#> 17 0.4316671 0.3447485 0.5526272 0.3257624 0.3457038 0.3095977 0.3904715
#> 18 0.3638626 0.3645846 0.4811871 0.4106935 0.4703433 0.3737703 0.4111396
#> 19 0.3333767 0.2533968 0.4530580 0.2546357 0.3511282 0.3469955 0.2936907
#> 20 0.4174020 0.3479613 0.6297748 0.3163976 0.4032962 0.2933091 0.2564177
#> 21 0.5013889 0.4365177 0.2720271 0.3828581 0.5163498 0.2844365 0.3877266
#> 22 0.4777264 0.4292744 0.3233505 0.4102856 0.3153167 0.3017786 0.4156108
#> 23 0.3761933 0.4104812 0.3395322 0.3505948 0.3919523 0.2917773 0.4238414
#> 24 0.3138886 0.3390675 0.3075817 0.3944540 0.4340010 0.2919859 0.3124714
#> 25 0.4197500 0.3759168 0.4204728 0.4761825 0.3606410 0.2597700 0.3182530
#> 26 0.4877635 0.4337008 0.5021455 0.3640996 0.3529612 0.3257391 0.2953870
#> 27 0.3208682 0.3344027 0.3249991 0.3782123 0.2868730 0.3752458 0.5279594
#> 28 0.2891163 0.3720479 0.2936290 0.3406460 0.3506514 0.3046257 0.3157636
#> 29 0.3871124 0.5029060 0.5577639 0.2363677 0.3389898 0.2947976 0.3162368
#> 30 0.5071200 0.3161816 0.3740629 0.3955454 0.3793864 0.3863209 0.3197275
#> 31 0.3963792 0.5066421 0.2827440 0.3282891 0.3582153 0.3216009 0.4203694
#> 32 0.6015899 0.3330184 0.2063583 0.3385847 0.3084977 0.2952067 0.2531667
#> 33 0.4545987 0.5248370 0.4095382 0.2452468 0.3310653 0.2938737 0.3226309
#> 34 0.3149390 0.2355055 0.4640671 0.2970865 0.3226419 0.2853744 0.2780581
#> 35 0.2833796 0.3262688 0.1934345 0.3840960 0.3082765 0.2361554 0.4527607
#> 36 0.3907618 0.3323132 0.3308742 0.3990742 0.3716269 0.2818784 0.3450237
#> 37 0.3469705 0.3565217 0.3580154 0.4652060 0.3714633 0.3482863 0.4115265
#> 38 0.4650857 0.4142119 0.4417407 0.3836730 0.3523879 0.3423162 0.4001958
#> 39 0.3780568 0.4995600 0.5311716 0.3813559 0.4548487 0.3113387 0.4641362
#> 40 0.3845191 0.5209682 0.2820593 0.4137025 0.3057722 0.2729526 0.3929400
#> 41 0.4514466 0.4944076 0.4228908 0.3188047 0.3770152 0.4357502 0.2719690
#> 42 0.2911690 0.2440294 0.2569841 0.4154620 0.3221393 0.3688584 0.4547831
#> 43 1.0000000 0.3613112 0.3197631 0.3776251 0.3331325 0.2983532 0.2970140
#> 44 0.3613112 1.0000000 0.3907077 0.3257290 0.4006224 0.3406605 0.3666224
#> 45 0.3197631 0.3907077 1.0000000 0.2678161 0.4581974 0.4196936 0.2936078
#> 46 0.3776251 0.3257290 0.2678161 1.0000000 0.3736205 0.3435189 0.5747861
#> 47 0.3331325 0.4006224 0.4581974 0.3736205 1.0000000 0.3927439 0.3605860
#> 48 0.2983532 0.3406605 0.4196936 0.3435189 0.3927439 1.0000000 0.3452554
#> 49 0.2970140 0.3666224 0.2936078 0.5747861 0.3605860 0.3452554 1.0000000
#> 50 0.2858313 0.2437484 0.3499730 0.3521510 0.4214093 0.3364830 0.3986533
#> 51 0.4345452 0.2717067 0.3603813 0.2899261 0.3496531 0.4300575 0.3106553
#> 52 0.2501590 0.4501301 0.2846851 0.2928650 0.4070162 0.3990667 0.4345345
#> 53 0.2615943 0.5157075 0.4543292 0.2517983 0.3889804 0.4010449 0.4183097
#> 54 0.5134324 0.4000916 0.3500645 0.4256201 0.4045967 0.4201904 0.3829317
#> 55 0.2911863 0.4277409 0.3584990 0.4068232 0.4571319 0.3776140 0.4463151
#> 56 0.4489124 0.3278469 0.3219464 0.3326825 0.3969625 0.2847935 0.3334005
#> 57 0.4708343 0.2801322 0.3368254 0.2836365 0.3785193 0.2434765 0.2863430
#> 58 0.3853311 0.3753608 0.4659974 0.3511954 0.3773922 0.3735800 0.3897716
#> 59 0.4965461 0.3612864 0.3740760 0.5187040 0.3837690 0.3199733 0.3148498
#> 60 0.4439446 0.2440952 0.3189772 0.4559202 0.3141402 0.2479606 0.3712232
#> 61 0.3144819 0.2314724 0.3680764 0.3444079 0.3758825 0.2949156 0.2883398
#> 62 0.3873232 0.3248402 0.3071043 0.3091116 0.3717931 0.3668684 0.4585338
#> 63 0.2145604 0.2919183 0.2667149 0.3314528 0.3022248 0.3169486 0.3586830
#> 64 0.3012693 0.4450882 0.3084968 0.3532246 0.4920615 0.4334699 0.4364094
#> 65 0.2413886 0.3235538 0.4471286 0.2888124 0.4284776 0.4874477 0.4069749
#> 66 0.3750721 0.3344025 0.3766842 0.3493844 0.3913132 0.2632259 0.2821496
#> 67 0.4484064 0.2390277 0.3752609 0.3796446 0.4194714 0.2897328 0.2751499
#> 68 0.3484918 0.2419498 0.4117300 0.3389774 0.5053818 0.2947063 0.3512043
#> 69 0.3657747 0.2519613 0.3508940 0.3403492 0.4698973 0.3306323 0.3579885
#> 70 0.3109480 0.3409714 0.4284483 0.3728182 0.2720791 0.4115749 0.2600129
#> 71 0.5027917 0.3906523 0.2483452 0.4710290 0.3111128 0.3837439 0.3941674
#> 72 0.2851480 0.2970585 0.5181390 0.3622150 0.4056243 0.2601218 0.2781761
#> 73 0.3438276 0.3087371 0.3862674 0.2977112 0.3051206 0.4070498 0.4650818
#> 74 0.4773331 0.3189707 0.3782110 0.3951843 0.4163632 0.4487415 0.2776557
#> 75 0.2865479 0.2983287 0.3411312 0.3719428 0.3460721 0.4373951 0.4098102
#> 76 0.3310278 0.2560222 0.2601449 0.7122347 0.4001580 0.3338481 0.6059054
#> 77 0.4222517 0.3104263 0.3389102 0.2895234 0.2978737 0.3504162 0.2634611
#> 78 0.3813897 0.3391317 0.3091195 0.3908231 0.3631374 0.2614414 0.2909004
#> 79 0.4262799 0.2948706 0.4505745 0.3257509 0.3637047 0.2826250 0.2511076
#> 80 0.3857964 0.5549683 0.4286317 0.3496224 0.4158412 0.3353541 0.3531363
#> 50 51 52 53 54 55 56
#> 1 0.3983642 0.4068774 0.3126986 0.4796911 0.2718901 0.3378094 0.5272655
#> 2 0.3636745 0.4299103 0.5167432 0.4019677 0.4662751 0.5126645 0.3268950
#> 3 0.3312758 0.3542951 0.4864411 0.3970895 0.4024321 0.5046924 0.3709570
#> 4 0.4403828 0.5646480 0.3070963 0.3121532 0.4715656 0.4468464 0.4818876
#> 5 0.3576012 0.3569838 0.3975594 0.3106229 0.4244563 0.4491424 0.3313818
#> 6 0.2634641 0.2904836 0.3177717 0.3444474 0.4155246 0.3231534 0.2697314
#> 7 0.4015686 0.3322722 0.2128602 0.3060189 0.3220075 0.3045800 0.4221884
#> 8 0.3630006 0.3275360 0.3894748 0.3096711 0.3884303 0.3716005 0.2766528
#> 9 0.3470079 0.4508302 0.4895833 0.7226917 0.2732980 0.4193828 0.3824919
#> 10 0.4328165 0.4186381 0.3640936 0.3092662 0.5858568 0.4260665 0.4005292
#> 11 0.3828496 0.3200753 0.2302385 0.2718241 0.3052910 0.2142778 0.2779459
#> 12 0.3696939 0.3572762 0.1954817 0.2938727 0.3634701 0.2482906 0.3744428
#> 13 0.3944846 0.4714833 0.4870973 0.4369814 0.3229275 0.3065361 0.2903309
#> 14 0.2698754 0.2517532 0.3007399 0.2819769 0.4100259 0.4213563 0.2754161
#> 15 0.4104210 0.5508676 0.4309311 0.6111788 0.2788972 0.3201797 0.4620883
#> 16 0.2702379 0.2876430 0.4971685 0.3715086 0.3628511 0.4703977 0.3440833
#> 17 0.3409174 0.3809336 0.3251262 0.3673281 0.3664499 0.3028504 0.3262955
#> 18 0.3770940 0.4164934 0.3204958 0.4620851 0.3881224 0.4405936 0.4994990
#> 19 0.3773067 0.5597785 0.3160742 0.4739833 0.3229749 0.3672044 0.3521378
#> 20 0.2847275 0.3179705 0.2450500 0.3242666 0.3309240 0.3057809 0.4250488
#> 21 0.3499847 0.3302227 0.3992252 0.3272999 0.4842472 0.5587104 0.5318201
#> 22 0.2548763 0.2688322 0.4295374 0.3913582 0.3090755 0.2955449 0.2406697
#> 23 0.4585450 0.3462099 0.5030044 0.4288668 0.4546009 0.5152235 0.4201032
#> 24 0.2448498 0.2297860 0.3298068 0.2860809 0.3711214 0.4157155 0.3405349
#> 25 0.2882860 0.2880006 0.2718913 0.3550365 0.3048205 0.2826282 0.3180798
#> 26 0.3357788 0.3239320 0.2090005 0.2801199 0.4596603 0.2696885 0.3538180
#> 27 0.3457497 0.3613360 0.4062407 0.4328359 0.3733853 0.3227276 0.2510372
#> 28 0.2538782 0.2927299 0.4064574 0.4805689 0.2737441 0.3215712 0.3083344
#> 29 0.2553781 0.3426513 0.3099363 0.4983286 0.4157895 0.3663000 0.3390548
#> 30 0.3521241 0.3230339 0.2309813 0.2738675 0.4778818 0.3339230 0.3189368
#> 31 0.2811991 0.2894680 0.5097784 0.4594780 0.3838658 0.4745217 0.3181347
#> 32 0.3447273 0.3444520 0.2858489 0.2371304 0.4277282 0.2836047 0.3767739
#> 33 0.3612173 0.5160499 0.4387586 0.5194958 0.3851216 0.4113980 0.4757967
#> 34 0.4632200 0.4079480 0.2800443 0.3735440 0.3559884 0.3834910 0.3269710
#> 35 0.3175294 0.3177911 0.3529894 0.3281817 0.3336873 0.3252768 0.3927662
#> 36 0.5756289 0.4476711 0.3255877 0.3644982 0.4008617 0.3705164 0.3401679
#> 37 0.2149262 0.2856762 0.3429399 0.3555988 0.4164400 0.4353391 0.2996169
#> 38 0.2496985 0.3112660 0.2640485 0.4475304 0.3555901 0.3237455 0.3731716
#> 39 0.3178772 0.2505539 0.2985061 0.3981119 0.3973376 0.3867107 0.3336382
#> 40 0.2484713 0.2937156 0.4670847 0.5260066 0.3036988 0.4277369 0.3234387
#> 41 0.2748088 0.4325973 0.2886984 0.4487801 0.4437027 0.4205244 0.3705513
#> 42 0.4406318 0.3739026 0.4175523 0.4304677 0.3340752 0.3529010 0.4040406
#> 43 0.2858313 0.4345452 0.2501590 0.2615943 0.5134324 0.2911863 0.4489124
#> 44 0.2437484 0.2717067 0.4501301 0.5157075 0.4000916 0.4277409 0.3278469
#> 45 0.3499730 0.3603813 0.2846851 0.4543292 0.3500645 0.3584990 0.3219464
#> 46 0.3521510 0.2899261 0.2928650 0.2517983 0.4256201 0.4068232 0.3326825
#> 47 0.4214093 0.3496531 0.4070162 0.3889804 0.4045967 0.4571319 0.3969625
#> 48 0.3364830 0.4300575 0.3990667 0.4010449 0.4201904 0.3776140 0.2847935
#> 49 0.3986533 0.3106553 0.4345345 0.4183097 0.3829317 0.4463151 0.3334005
#> 50 1.0000000 0.5644864 0.2939696 0.3620462 0.3865821 0.4356049 0.4406673
#> 51 0.5644864 1.0000000 0.2838559 0.4067595 0.4156734 0.3640632 0.5557242
#> 52 0.2939696 0.2838559 1.0000000 0.4986098 0.3689520 0.5290087 0.2812931
#> 53 0.3620462 0.4067595 0.4986098 1.0000000 0.2894056 0.4505732 0.3800381
#> 54 0.3865821 0.4156734 0.3689520 0.2894056 1.0000000 0.5872987 0.3688215
#> 55 0.4356049 0.3640632 0.5290087 0.4505732 0.5872987 1.0000000 0.3963954
#> 56 0.4406673 0.5557242 0.2812931 0.3800381 0.3688215 0.3963954 1.0000000
#> 57 0.4245134 0.5309883 0.2961283 0.3612208 0.3493548 0.3761019 0.6295779
#> 58 0.4584602 0.3899408 0.3314604 0.3253283 0.6569610 0.5212755 0.3422294
#> 59 0.3108422 0.3277968 0.1590742 0.2693273 0.4366084 0.3033825 0.3918675
#> 60 0.4653839 0.4182136 0.2348288 0.3061561 0.3862318 0.3575869 0.4091757
#> 61 0.4266859 0.3919341 0.2936897 0.3223455 0.4278046 0.3658552 0.3509466
#> 62 0.5624971 0.5354040 0.5062778 0.4764691 0.4477474 0.4219517 0.4106345
#> 63 0.2882099 0.2754586 0.4559150 0.4120656 0.2729733 0.4051311 0.3054239
#> 64 0.3571879 0.3805714 0.6124488 0.4087244 0.3624176 0.4696479 0.3067224
#> 65 0.5619141 0.5055942 0.4982416 0.4942311 0.4804595 0.6133532 0.4030019
#> 66 0.4572089 0.3831146 0.3339257 0.3157934 0.4102522 0.3799522 0.3784584
#> 67 0.3553265 0.4092192 0.2711579 0.3093563 0.3013838 0.3103504 0.4523886
#> 68 0.3827042 0.3584960 0.3641785 0.3674098 0.2935549 0.3750265 0.4117839
#> 69 0.4770692 0.5092779 0.3788807 0.3422422 0.4690408 0.4810430 0.3887603
#> 70 0.3271803 0.3929135 0.3456752 0.4256726 0.3380382 0.3531740 0.3535535
#> 71 0.3904077 0.4497479 0.2634272 0.3266130 0.4017907 0.3409822 0.3593964
#> 72 0.3482347 0.3353188 0.2513297 0.4677695 0.3181563 0.4194220 0.2686877
#> 73 0.4470651 0.4359378 0.5090748 0.3568744 0.4520235 0.3896382 0.3466956
#> 74 0.4232579 0.5803373 0.3227924 0.2973489 0.4811694 0.4238240 0.4026970
#> 75 0.3210010 0.4006356 0.5479313 0.4962258 0.3269260 0.4692651 0.3058681
#> 76 0.3765074 0.3106044 0.3363209 0.2654521 0.3738984 0.3952592 0.3203880
#> 77 0.4441819 0.4859370 0.3666933 0.3561376 0.3716328 0.3433853 0.3543207
#> 78 0.3564859 0.3932080 0.3690773 0.3937519 0.3066376 0.4254101 0.3515483
#> 79 0.3703287 0.4383990 0.2921907 0.2925774 0.4016745 0.3355763 0.4126694
#> 80 0.3032151 0.3147181 0.4047205 0.4903046 0.3281122 0.4332030 0.3821423
#> 57 58 59 60 61 62 63
#> 1 0.5054289 0.2661835 0.3729974 0.2978642 0.2415892 0.3573516 0.2739719
#> 2 0.3812652 0.4700438 0.2264031 0.2551812 0.2971558 0.4453363 0.2607383
#> 3 0.3492655 0.2921408 0.3139596 0.3687170 0.4160908 0.4094140 0.4581513
#> 4 0.3716016 0.3788404 0.3541535 0.3620148 0.4014487 0.4366079 0.3678587
#> 5 0.3492951 0.3180018 0.3832608 0.3713894 0.3402860 0.3778128 0.4026340
#> 6 0.2832053 0.4707849 0.3896273 0.4510739 0.3078953 0.3018426 0.2911671
#> 7 0.3618701 0.4012440 0.5827700 0.4650632 0.4569002 0.2969183 0.3372478
#> 8 0.2621453 0.2913750 0.3911707 0.3422628 0.4611913 0.3400286 0.5366235
#> 9 0.4022953 0.3324838 0.2434051 0.2789810 0.3301921 0.4346671 0.3718256
#> 10 0.3465685 0.4610530 0.3443240 0.3022505 0.2964900 0.4347216 0.1960543
#> 11 0.2654312 0.3212728 0.4457035 0.3722947 0.4004580 0.3113561 0.3424059
#> 12 0.3514318 0.3969560 0.5242086 0.6126318 0.4150229 0.4090999 0.3043718
#> 13 0.3062045 0.3357055 0.2250018 0.3908742 0.3399671 0.6330568 0.3238228
#> 14 0.3901498 0.5422846 0.4263711 0.5077650 0.3872136 0.3264379 0.2844667
#> 15 0.3983651 0.2620932 0.2640038 0.3675193 0.3479382 0.5291993 0.4293257
#> 16 0.4007373 0.3297826 0.2643424 0.2577477 0.2347647 0.3034991 0.3727143
#> 17 0.4181642 0.4318399 0.2816424 0.3965977 0.4002926 0.4320756 0.2203556
#> 18 0.5259974 0.3530940 0.3833372 0.3614189 0.2926178 0.3416570 0.2406287
#> 19 0.4524988 0.3445214 0.2723951 0.4818865 0.5693203 0.4943416 0.3672220
#> 20 0.4429084 0.4485401 0.4964203 0.3768089 0.4246971 0.2623337 0.3088296
#> 21 0.4589833 0.4109871 0.3960384 0.3487822 0.2666790 0.3485699 0.2495666
#> 22 0.2799460 0.2812043 0.3385418 0.3292230 0.2484200 0.4315091 0.3221544
#> 23 0.3587393 0.3648365 0.2613088 0.4618270 0.4714745 0.5992891 0.3483328
#> 24 0.3932967 0.3642044 0.4537581 0.3351530 0.4282289 0.2630169 0.4074210
#> 25 0.3684233 0.3726209 0.4456113 0.5749870 0.3486136 0.3251204 0.2799659
#> 26 0.3337328 0.4140336 0.5202481 0.4063628 0.4087959 0.3091997 0.2089958
#> 27 0.2147544 0.2981377 0.2920639 0.3876364 0.4123423 0.5992807 0.3444881
#> 28 0.2623411 0.1786789 0.3236059 0.3168892 0.4127483 0.3598324 0.4691486
#> 29 0.3922279 0.4463099 0.2995130 0.3568548 0.3356706 0.3090804 0.2561633
#> 30 0.3701645 0.4664898 0.4818610 0.4409285 0.3742715 0.3106032 0.1840811
#> 31 0.3333871 0.3405916 0.3402428 0.3816028 0.3049737 0.4737504 0.4628782
#> 32 0.4374678 0.3943046 0.3521169 0.3943379 0.2736115 0.3874654 0.2150254
#> 33 0.5561444 0.4944905 0.2294106 0.3539300 0.2666564 0.4483496 0.2544619
#> 34 0.5161883 0.4753421 0.2962084 0.4650094 0.5032765 0.4284543 0.3307626
#> 35 0.3384927 0.2962104 0.2702765 0.3218213 0.3236350 0.3332054 0.4340421
#> 36 0.4402400 0.3634009 0.3533403 0.5048885 0.4548424 0.5538365 0.3327187
#> 37 0.3121812 0.3599928 0.4698896 0.3396066 0.4304323 0.3045545 0.3999861
#> 38 0.3907003 0.3569626 0.4508620 0.4402835 0.3863073 0.3270210 0.2619187
#> 39 0.3870873 0.5910270 0.4016206 0.3838649 0.2599619 0.2942975 0.2196749
#> 40 0.3375878 0.3063015 0.3039052 0.3204052 0.2737032 0.3488627 0.4772475
#> 41 0.3150673 0.3555811 0.4602065 0.3397107 0.3474444 0.3710955 0.3138718
#> 42 0.3467371 0.2543953 0.3118000 0.4037368 0.3944466 0.4626273 0.4200444
#> 43 0.4708343 0.3853311 0.4965461 0.4439446 0.3144819 0.3873232 0.2145604
#> 44 0.2801322 0.3753608 0.3612864 0.2440952 0.2314724 0.3248402 0.2919183
#> 45 0.3368254 0.4659974 0.3740760 0.3189772 0.3680764 0.3071043 0.2667149
#> 46 0.2836365 0.3511954 0.5187040 0.4559202 0.3444079 0.3091116 0.3314528
#> 47 0.3785193 0.3773922 0.3837690 0.3141402 0.3758825 0.3717931 0.3022248
#> 48 0.2434765 0.3735800 0.3199733 0.2479606 0.2949156 0.3668684 0.3169486
#> 49 0.2863430 0.3897716 0.3148498 0.3712232 0.2883398 0.4585338 0.3586830
#> 50 0.4245134 0.4584602 0.3108422 0.4653839 0.4266859 0.5624971 0.2882099
#> 51 0.5309883 0.3899408 0.3277968 0.4182136 0.3919341 0.5354040 0.2754586
#> 52 0.2961283 0.3314604 0.1590742 0.2348288 0.2936897 0.5062778 0.4559150
#> 53 0.3612208 0.3253283 0.2693273 0.3061561 0.3223455 0.4764691 0.4120656
#> 54 0.3493548 0.6569610 0.4366084 0.3862318 0.4278046 0.4477474 0.2729733
#> 55 0.3761019 0.5212755 0.3033825 0.3575869 0.3658552 0.4219517 0.4051311
#> 56 0.6295779 0.3422294 0.3918675 0.4091757 0.3509466 0.4106345 0.3054239
#> 57 1.0000000 0.4417531 0.3021599 0.4760242 0.3674004 0.3903298 0.2345646
#> 58 0.4417531 1.0000000 0.3689869 0.4785786 0.3773010 0.3976473 0.2660836
#> 59 0.3021599 0.3689869 1.0000000 0.4254965 0.3682284 0.2563476 0.2499187
#> 60 0.4760242 0.4785786 0.4254965 1.0000000 0.5384073 0.4609791 0.3249535
#> 61 0.3674004 0.3773010 0.3682284 0.5384073 1.0000000 0.4502730 0.3770200
#> 62 0.3903298 0.3976473 0.2563476 0.4609791 0.4502730 1.0000000 0.3497440
#> 63 0.2345646 0.2660836 0.2499187 0.3249535 0.3770200 0.3497440 1.0000000
#> 64 0.3230725 0.2956554 0.2359517 0.2319418 0.2647747 0.5066444 0.3419512
#> 65 0.3845441 0.4324972 0.2527875 0.3012380 0.4359843 0.5042495 0.3787875
#> 66 0.3957461 0.3651427 0.3537381 0.4627369 0.4721732 0.4895713 0.3484061
#> 67 0.4713659 0.2635563 0.3785023 0.5012568 0.4726285 0.3983614 0.2841888
#> 68 0.4332554 0.3587675 0.3484005 0.3734758 0.3760227 0.3361340 0.4568012
#> 69 0.4531925 0.4188380 0.3643334 0.3881651 0.5349763 0.4771556 0.3915494
#> 70 0.4102414 0.4138588 0.3662504 0.4344619 0.3775530 0.3520100 0.3555598
#> 71 0.2789309 0.3397663 0.4903645 0.3896036 0.2984336 0.3869605 0.3356183
#> 72 0.3458070 0.3509584 0.4125831 0.4182666 0.4548846 0.2821555 0.4003152
#> 73 0.3302678 0.4531113 0.2405992 0.3922992 0.4219117 0.6641403 0.3143205
#> 74 0.4218873 0.4302805 0.3886711 0.4200217 0.4176235 0.4583228 0.2632167
#> 75 0.3556791 0.3599940 0.2874246 0.3454435 0.3373558 0.4552567 0.5076335
#> 76 0.3038208 0.3404985 0.4080721 0.3974351 0.3620531 0.3267788 0.4189173
#> 77 0.4120790 0.4584592 0.2721897 0.5795513 0.4682391 0.5948471 0.3397457
#> 78 0.5008186 0.3382652 0.2980898 0.4252144 0.3477474 0.4010928 0.3776945
#> 79 0.5273855 0.5380457 0.3489911 0.5023292 0.5641267 0.4089747 0.3357855
#> 80 0.4442689 0.4464221 0.3346954 0.3559123 0.2092081 0.3622803 0.2947058
#> 64 65 66 67 68 69 70
#> 1 0.4205987 0.3961943 0.3548699 0.3710341 0.4484962 0.4526245 0.3141128
#> 2 0.5095503 0.5098053 0.3580263 0.3176802 0.2950472 0.4299507 0.2912188
#> 3 0.4777798 0.4646784 0.5880183 0.4771938 0.4024906 0.5154948 0.3257130
#> 4 0.3688705 0.4949275 0.3841158 0.4233924 0.3161842 0.4131892 0.3838742
#> 5 0.5307831 0.3543560 0.3466533 0.3387134 0.4593179 0.5640144 0.3034133
#> 6 0.3480371 0.3139693 0.3093716 0.2712675 0.2721173 0.2464960 0.4488253
#> 7 0.2312637 0.3421687 0.3555249 0.3843827 0.4947073 0.4688955 0.4008441
#> 8 0.3592510 0.4777125 0.4318401 0.3818133 0.4071975 0.4671567 0.4550159
#> 9 0.4418222 0.5494784 0.3989302 0.3565347 0.4985228 0.4310121 0.3853485
#> 10 0.3270530 0.3915099 0.4032980 0.2566646 0.2943637 0.4210711 0.2056718
#> 11 0.2359054 0.3427315 0.3379526 0.2913662 0.3793899 0.3509954 0.2972859
#> 12 0.2881426 0.2526066 0.4341038 0.5264363 0.3281678 0.3098269 0.3985219
#> 13 0.4517824 0.3597744 0.3219360 0.3436367 0.3070479 0.3493438 0.2796786
#> 14 0.3618059 0.3163802 0.4446814 0.4435252 0.3911890 0.4115268 0.4545909
#> 15 0.3599554 0.4519612 0.3714753 0.3974891 0.4749018 0.4036580 0.3902025
#> 16 0.5047313 0.4023579 0.2681976 0.3233783 0.4911279 0.3764446 0.3152652
#> 17 0.3952342 0.3590189 0.3182005 0.4348482 0.3591252 0.3417287 0.3762154
#> 18 0.4265131 0.5000285 0.3072855 0.5030505 0.4155649 0.3521663 0.4810991
#> 19 0.3101862 0.4119410 0.4721634 0.3875011 0.3930867 0.5625899 0.3878454
#> 20 0.2662369 0.3140363 0.4377701 0.4315130 0.5300644 0.4490142 0.4542352
#> 21 0.3933829 0.3809717 0.3193246 0.3787438 0.4308409 0.3663752 0.2712664
#> 22 0.5171515 0.2843422 0.3796055 0.3726893 0.3509384 0.3508074 0.3625812
#> 23 0.4023103 0.4742098 0.4907546 0.4435833 0.3215090 0.4113371 0.3045316
#> 24 0.3349632 0.3453555 0.3942198 0.3937413 0.4646137 0.4049795 0.3666739
#> 25 0.2954405 0.2619573 0.4048301 0.4417754 0.4375818 0.3355104 0.5564730
#> 26 0.2777163 0.3327221 0.5248266 0.3824495 0.2768981 0.3238703 0.3552974
#> 27 0.4133414 0.3690514 0.3058412 0.3054238 0.2317693 0.2978814 0.2848459
#> 28 0.4118603 0.3678933 0.3751930 0.4154337 0.3145489 0.3282632 0.3173749
#> 29 0.3034678 0.3657374 0.3487163 0.3157052 0.2743115 0.2926327 0.3159917
#> 30 0.2760415 0.3011384 0.2856638 0.4286373 0.3381169 0.3261445 0.3521188
#> 31 0.5105052 0.3788061 0.4070105 0.2985940 0.3583228 0.4147862 0.3921681
#> 32 0.2810907 0.2560073 0.3659483 0.3959111 0.2853703 0.3374582 0.3283480
#> 33 0.3548741 0.3835520 0.3934134 0.2791724 0.3031168 0.3148458 0.3665223
#> 34 0.3430017 0.4594262 0.4932848 0.4009939 0.3965096 0.4594494 0.4857621
#> 35 0.3645948 0.3177160 0.2815266 0.2400959 0.3012384 0.3053530 0.2768143
#> 36 0.4347553 0.4216668 0.7144845 0.4240985 0.3651118 0.5156562 0.3612799
#> 37 0.3086583 0.3102630 0.3025433 0.3389088 0.4179789 0.4421576 0.3952338
#> 38 0.2651878 0.3183649 0.3072039 0.4092085 0.2756213 0.2338337 0.3730212
#> 39 0.2924747 0.3178604 0.3001960 0.2970072 0.3961137 0.2798708 0.3367998
#> 40 0.3816201 0.3122272 0.3329486 0.3269988 0.4017465 0.3393607 0.4424028
#> 41 0.3474004 0.3804086 0.2963941 0.3604698 0.2694208 0.3176696 0.3997084
#> 42 0.3142436 0.4565354 0.3354770 0.3615553 0.3736568 0.3841581 0.3991716
#> 43 0.3012693 0.2413886 0.3750721 0.4484064 0.3484918 0.3657747 0.3109480
#> 44 0.4450882 0.3235538 0.3344025 0.2390277 0.2419498 0.2519613 0.3409714
#> 45 0.3084968 0.4471286 0.3766842 0.3752609 0.4117300 0.3508940 0.4284483
#> 46 0.3532246 0.2888124 0.3493844 0.3796446 0.3389774 0.3403492 0.3728182
#> 47 0.4920615 0.4284776 0.3913132 0.4194714 0.5053818 0.4698973 0.2720791
#> 48 0.4334699 0.4874477 0.2632259 0.2897328 0.2947063 0.3306323 0.4115749
#> 49 0.4364094 0.4069749 0.2821496 0.2751499 0.3512043 0.3579885 0.2600129
#> 50 0.3571879 0.5619141 0.4572089 0.3553265 0.3827042 0.4770692 0.3271803
#> 51 0.3805714 0.5055942 0.3831146 0.4092192 0.3584960 0.5092779 0.3929135
#> 52 0.6124488 0.4982416 0.3339257 0.2711579 0.3641785 0.3788807 0.3456752
#> 53 0.4087244 0.4942311 0.3157934 0.3093563 0.3674098 0.3422422 0.4256726
#> 54 0.3624176 0.4804595 0.4102522 0.3013838 0.2935549 0.4690408 0.3380382
#> 55 0.4696479 0.6133532 0.3799522 0.3103504 0.3750265 0.4810430 0.3531740
#> 56 0.3067224 0.4030019 0.3784584 0.4523886 0.4117839 0.3887603 0.3535535
#> 57 0.3230725 0.3845441 0.3957461 0.4713659 0.4332554 0.4531925 0.4102414
#> 58 0.2956554 0.4324972 0.3651427 0.2635563 0.3587675 0.4188380 0.4138588
#> 59 0.2359517 0.2527875 0.3537381 0.3785023 0.3484005 0.3643334 0.3662504
#> 60 0.2319418 0.3012380 0.4627369 0.5012568 0.3734758 0.3881651 0.4344619
#> 61 0.2647747 0.4359843 0.4721732 0.4726285 0.3760227 0.5349763 0.3775530
#> 62 0.5066444 0.5042495 0.4895713 0.3983614 0.3361340 0.4771556 0.3520100
#> 63 0.3419512 0.3787875 0.3484061 0.2841888 0.4568012 0.3915494 0.3555598
#> 64 1.0000000 0.4982360 0.3633905 0.3585857 0.3334782 0.4551976 0.3124306
#> 65 0.4982360 1.0000000 0.4291911 0.3465421 0.3849181 0.5446663 0.4254274
#> 66 0.3633905 0.4291911 1.0000000 0.4416225 0.3932886 0.5039118 0.3367101
#> 67 0.3585857 0.3465421 0.4416225 1.0000000 0.4294878 0.4079374 0.3688647
#> 68 0.3334782 0.3849181 0.3932886 0.4294878 1.0000000 0.5759525 0.3654020
#> 69 0.4551976 0.5446663 0.5039118 0.4079374 0.5759525 1.0000000 0.3432357
#> 70 0.3124306 0.4254274 0.3367101 0.3688647 0.3654020 0.3432357 1.0000000
#> 71 0.3189851 0.2848152 0.2923807 0.3121207 0.2868653 0.3321312 0.3623582
#> 72 0.2787623 0.3728333 0.4405946 0.3551667 0.4368116 0.4111008 0.3946262
#> 73 0.4617943 0.5295143 0.5021851 0.2980588 0.3053700 0.4236975 0.3380648
#> 74 0.4299877 0.3834690 0.4904191 0.5393247 0.3673579 0.4325376 0.4015818
#> 75 0.4968922 0.4694747 0.3624998 0.3962942 0.4233388 0.4807520 0.4908766
#> 76 0.3790885 0.3050353 0.3050033 0.3317581 0.4762999 0.4044784 0.3197794
#> 77 0.3621328 0.3918683 0.5449121 0.3944620 0.3212851 0.4529178 0.5005396
#> 78 0.4455133 0.3213559 0.4923599 0.4876580 0.3941601 0.4112355 0.4085196
#> 79 0.3182332 0.3429877 0.5314323 0.4767416 0.4020782 0.5149346 0.4421026
#> 80 0.4404266 0.3228214 0.3034799 0.3309192 0.3988390 0.2803158 0.5043714
#> 71 72 73 74 75 76 77
#> 1 0.3459455 0.3009972 0.2856885 0.3295865 0.3776142 0.3612624 0.2573510
#> 2 0.3426624 0.2340605 0.3858631 0.4776360 0.4382363 0.2246850 0.4017069
#> 3 0.3482308 0.3887162 0.3616928 0.4540646 0.4551758 0.3461037 0.3889892
#> 4 0.4813702 0.2869933 0.3425423 0.5330409 0.3523788 0.3283121 0.4667809
#> 5 0.4288548 0.3624508 0.3289245 0.3929868 0.4567652 0.7110135 0.2889131
#> 6 0.3136355 0.3628194 0.3975911 0.3154205 0.3655743 0.3819850 0.3876982
#> 7 0.4237281 0.3362512 0.2634143 0.3303473 0.2981575 0.3432251 0.3610726
#> 8 0.3211782 0.4414837 0.3621671 0.3596892 0.5569838 0.4653981 0.3601197
#> 9 0.2660193 0.4243448 0.3875475 0.3783121 0.4862562 0.2577889 0.3596640
#> 10 0.3533299 0.1991596 0.4082940 0.4270060 0.2934864 0.2813001 0.3197295
#> 11 0.3667231 0.3582251 0.3942211 0.2718621 0.3124406 0.4856248 0.2635916
#> 12 0.4743895 0.3893133 0.3285235 0.4558794 0.2742432 0.4258427 0.4310265
#> 13 0.3089027 0.3013101 0.6202976 0.3686713 0.4664947 0.3568983 0.4539362
#> 14 0.2867038 0.4393273 0.3684926 0.4001289 0.4412894 0.3351078 0.4880853
#> 15 0.3270353 0.3794032 0.4013860 0.3516615 0.4119364 0.2828804 0.3859359
#> 16 0.2698509 0.3362933 0.3044184 0.2899858 0.4474104 0.5046213 0.2239118
#> 17 0.2829090 0.3570988 0.4264224 0.3743764 0.2628122 0.3446602 0.3782876
#> 18 0.2878292 0.3792690 0.2893056 0.3809919 0.3478912 0.3601700 0.2562810
#> 19 0.2974676 0.5252552 0.4326922 0.4456729 0.4435564 0.3030825 0.5631453
#> 20 0.2682509 0.4453964 0.3334252 0.3965851 0.3977166 0.3050895 0.3999064
#> 21 0.4047778 0.2456606 0.2953454 0.3897448 0.3198719 0.3351749 0.2727381
#> 22 0.3740963 0.3232619 0.3952612 0.3313884 0.4695908 0.3252841 0.3797650
#> 23 0.3241244 0.2929673 0.5005809 0.3280179 0.3281651 0.2767135 0.4916531
#> 24 0.2715325 0.4271527 0.2731885 0.3621605 0.3635601 0.4505049 0.2911247
#> 25 0.3605280 0.4033459 0.2773269 0.3616694 0.3283992 0.3394577 0.4431195
#> 26 0.3454476 0.3735094 0.3852539 0.4068861 0.2045820 0.3176072 0.3907087
#> 27 0.3535711 0.3484687 0.5665642 0.3121120 0.3501073 0.3932511 0.3698276
#> 28 0.2872034 0.4710721 0.3063887 0.2795183 0.3491850 0.3519154 0.2733658
#> 29 0.2698930 0.4537002 0.3429320 0.2993659 0.2474912 0.2297741 0.3108833
#> 30 0.4341698 0.3267723 0.2824411 0.4208104 0.2490149 0.3847363 0.3134286
#> 31 0.4592259 0.3407746 0.4066311 0.3357958 0.4379327 0.3837632 0.3987313
#> 32 0.4302848 0.1949702 0.2636938 0.3759119 0.2823427 0.2665713 0.4543664
#> 33 0.3486168 0.3122352 0.4494095 0.3981785 0.3724693 0.2144598 0.5022885
#> 34 0.2459247 0.5954138 0.4468845 0.4265065 0.3946654 0.3471874 0.5462887
#> 35 0.2735563 0.3045140 0.3700305 0.2563897 0.3395662 0.4820383 0.3043621
#> 36 0.3949689 0.4782218 0.4481212 0.4548096 0.3381451 0.3873189 0.5319236
#> 37 0.3782504 0.4376373 0.2990131 0.3830414 0.4161561 0.4924669 0.2648953
#> 38 0.3683591 0.4380355 0.3451490 0.3495568 0.3046786 0.3309647 0.3120990
#> 39 0.3273832 0.3567370 0.2993194 0.2867599 0.2634867 0.3347171 0.2724550
#> 40 0.4530094 0.3917835 0.2485650 0.3253246 0.4893666 0.3543406 0.3694476
#> 41 0.4515864 0.3739504 0.2630366 0.3704775 0.3670031 0.2274624 0.3582323
#> 42 0.3167967 0.3120753 0.3843580 0.2678967 0.4166515 0.4278506 0.3166373
#> 43 0.5027917 0.2851480 0.3438276 0.4773331 0.2865479 0.3310278 0.4222517
#> 44 0.3906523 0.2970585 0.3087371 0.3189707 0.2983287 0.2560222 0.3104263
#> 45 0.2483452 0.5181390 0.3862674 0.3782110 0.3411312 0.2601449 0.3389102
#> 46 0.4710290 0.3622150 0.2977112 0.3951843 0.3719428 0.7122347 0.2895234
#> 47 0.3111128 0.4056243 0.3051206 0.4163632 0.3460721 0.4001580 0.2978737
#> 48 0.3837439 0.2601218 0.4070498 0.4487415 0.4373951 0.3338481 0.3504162
#> 49 0.3941674 0.2781761 0.4650818 0.2776557 0.4098102 0.6059054 0.2634611
#> 50 0.3904077 0.3482347 0.4470651 0.4232579 0.3210010 0.3765074 0.4441819
#> 51 0.4497479 0.3353188 0.4359378 0.5803373 0.4006356 0.3106044 0.4859370
#> 52 0.2634272 0.2513297 0.5090748 0.3227924 0.5479313 0.3363209 0.3666933
#> 53 0.3266130 0.4677695 0.3568744 0.2973489 0.4962258 0.2654521 0.3561376
#> 54 0.4017907 0.3181563 0.4520235 0.4811694 0.3269260 0.3738984 0.3716328
#> 55 0.3409822 0.4194220 0.3896382 0.4238240 0.4692651 0.3952592 0.3433853
#> 56 0.3593964 0.2686877 0.3466956 0.4026970 0.3058681 0.3203880 0.3543207
#> 57 0.2789309 0.3458070 0.3302678 0.4218873 0.3556791 0.3038208 0.4120790
#> 58 0.3397663 0.3509584 0.4531113 0.4302805 0.3599940 0.3404985 0.4584592
#> 59 0.4903645 0.4125831 0.2405992 0.3886711 0.2874246 0.4080721 0.2721897
#> 60 0.3896036 0.4182666 0.3922992 0.4200217 0.3454435 0.3974351 0.5795513
#> 61 0.2984336 0.4548846 0.4219117 0.4176235 0.3373558 0.3620531 0.4682391
#> 62 0.3869605 0.2821555 0.6641403 0.4583228 0.4552567 0.3267788 0.5948471
#> 63 0.3356183 0.4003152 0.3143205 0.2632167 0.5076335 0.4189173 0.3397457
#> 64 0.3189851 0.2787623 0.4617943 0.4299877 0.4968922 0.3790885 0.3621328
#> 65 0.2848152 0.3728333 0.5295143 0.3834690 0.4694747 0.3050353 0.3918683
#> 66 0.2923807 0.4405946 0.5021851 0.4904191 0.3624998 0.3050033 0.5449121
#> 67 0.3121207 0.3551667 0.2980588 0.5393247 0.3962942 0.3317581 0.3944620
#> 68 0.2868653 0.4368116 0.3053700 0.3673579 0.4233388 0.4762999 0.3212851
#> 69 0.3321312 0.4111008 0.4236975 0.4325376 0.4807520 0.4044784 0.4529178
#> 70 0.3623582 0.3946262 0.3380648 0.4015818 0.4908766 0.3197794 0.5005396
#> 71 1.0000000 0.2745398 0.2712717 0.4790179 0.3542200 0.4562430 0.3666071
#> 72 0.2745398 1.0000000 0.2677958 0.3443125 0.3924878 0.3823550 0.3281355
#> 73 0.2712717 0.2677958 1.0000000 0.4007672 0.4339486 0.3143882 0.5640731
#> 74 0.4790179 0.3443125 0.4007672 1.0000000 0.4529928 0.4246397 0.4887633
#> 75 0.3542200 0.3924878 0.4339486 0.4529928 1.0000000 0.3926345 0.4452396
#> 76 0.4562430 0.3823550 0.3143882 0.4246397 0.3926345 1.0000000 0.2524225
#> 77 0.3666071 0.3281355 0.5640731 0.4887633 0.4452396 0.2524225 1.0000000
#> 78 0.3645327 0.4934432 0.3082465 0.5460349 0.4950497 0.3791912 0.4899786
#> 79 0.2853297 0.4306050 0.4456533 0.5041271 0.4103890 0.3143517 0.6465588
#> 80 0.4083200 0.3218691 0.2751828 0.3902427 0.4000880 0.3065533 0.3705578
#> 78 79 80
#> 1 0.3411005 0.2591428 0.3980015
#> 2 0.4024896 0.3668225 0.4249073
#> 3 0.5278230 0.3617968 0.3607304
#> 4 0.3461126 0.3927703 0.3115562
#> 5 0.3906174 0.2907260 0.3171899
#> 6 0.3131789 0.3525733 0.4216053
#> 7 0.2644744 0.3646001 0.3627649
#> 8 0.3954027 0.3626420 0.2627295
#> 9 0.3607106 0.3326197 0.4539193
#> 10 0.2844980 0.2955957 0.2758885
#> 11 0.2122627 0.3015351 0.2130846
#> 12 0.4328208 0.4921445 0.3993004
#> 13 0.3678793 0.3683309 0.3002020
#> 14 0.4905586 0.5865555 0.4506297
#> 15 0.3461761 0.3123144 0.3546428
#> 16 0.3718179 0.2623827 0.4089953
#> 17 0.3843880 0.4870662 0.4367249
#> 18 0.3857314 0.3014560 0.5371195
#> 19 0.4656487 0.5319821 0.2843665
#> 20 0.3602941 0.6421846 0.3711343
#> 21 0.3321231 0.2564628 0.5068227
#> 22 0.4211131 0.3001233 0.4648313
#> 23 0.3646353 0.3915282 0.3718744
#> 24 0.4385985 0.4260963 0.3348496
#> 25 0.4422549 0.3914269 0.6159514
#> 26 0.2877916 0.4194805 0.3103360
#> 27 0.3058757 0.2834275 0.2711657
#> 28 0.3363791 0.2555189 0.2720181
#> 29 0.3479026 0.3756290 0.4124461
#> 30 0.2866692 0.3423348 0.3497876
#> 31 0.4456700 0.3204651 0.5107423
#> 32 0.3682133 0.3935136 0.3529648
#> 33 0.4482215 0.4490851 0.5421362
#> 34 0.5507151 0.6528178 0.3563764
#> 35 0.3273191 0.3588725 0.2368652
#> 36 0.5887740 0.4893304 0.3633976
#> 37 0.4048671 0.3785691 0.3288670
#> 38 0.3843674 0.3690910 0.3995984
#> 39 0.3031660 0.3248877 0.5985317
#> 40 0.4977659 0.3222836 0.5054217
#> 41 0.2942645 0.3339893 0.4399374
#> 42 0.2555977 0.2440864 0.2559436
#> 43 0.3813897 0.4262799 0.3857964
#> 44 0.3391317 0.2948706 0.5549683
#> 45 0.3091195 0.4505745 0.4286317
#> 46 0.3908231 0.3257509 0.3496224
#> 47 0.3631374 0.3637047 0.4158412
#> 48 0.2614414 0.2826250 0.3353541
#> 49 0.2909004 0.2511076 0.3531363
#> 50 0.3564859 0.3703287 0.3032151
#> 51 0.3932080 0.4383990 0.3147181
#> 52 0.3690773 0.2921907 0.4047205
#> 53 0.3937519 0.2925774 0.4903046
#> 54 0.3066376 0.4016745 0.3281122
#> 55 0.4254101 0.3355763 0.4332030
#> 56 0.3515483 0.4126694 0.3821423
#> 57 0.5008186 0.5273855 0.4442689
#> 58 0.3382652 0.5380457 0.4464221
#> 59 0.2980898 0.3489911 0.3346954
#> 60 0.4252144 0.5023292 0.3559123
#> 61 0.3477474 0.5641267 0.2092081
#> 62 0.4010928 0.4089747 0.3622803
#> 63 0.3776945 0.3357855 0.2947058
#> 64 0.4455133 0.3182332 0.4404266
#> 65 0.3213559 0.3429877 0.3228214
#> 66 0.4923599 0.5314323 0.3034799
#> 67 0.4876580 0.4767416 0.3309192
#> 68 0.3941601 0.4020782 0.3988390
#> 69 0.4112355 0.5149346 0.2803158
#> 70 0.4085196 0.4421026 0.5043714
#> 71 0.3645327 0.2853297 0.4083200
#> 72 0.4934432 0.4306050 0.3218691
#> 73 0.3082465 0.4456533 0.2751828
#> 74 0.5460349 0.5041271 0.3902427
#> 75 0.4950497 0.4103890 0.4000880
#> 76 0.3791912 0.3143517 0.3065533
#> 77 0.4899786 0.6465588 0.3705578
#> 78 1.0000000 0.5287300 0.5042922
#> 79 0.5287300 1.0000000 0.3249668
#> 80 0.5042922 0.3249668 1.0000000
#>
#> $Y
#> [,1]
#> 1 -1.48432960
#> 2 -0.54695398
#> 3 -0.23145502
#> 4 -0.34003013
#> 5 -0.97633722
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#> 8 1.57418914
#> 9 -0.54695398
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#> 12 -0.23145502
#> 13 -0.38667660
#> 14 -1.09692040
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#> 56 -0.54695398
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#> 78 -0.43627414
#> 79 -0.54695398
#> 80 -0.43627414
#>
#> $ncomp
#> [1] 6
#>
#> $mode
#> [1] "regression"
#>
#> $mat.c
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.11073269 0.053867589 -0.276343868 -0.057968429 0.201832884
#> 2 -0.11178569 0.075247924 -0.129096604 0.335992013 -0.265813782
#> 3 -0.12298131 0.157085259 -0.058646994 0.053280142 0.009582621
#> 4 -0.11482617 0.036963297 0.017397804 0.086263288 -0.159679073
#> 5 -0.11945051 0.221394220 -0.023518743 -0.288894469 0.175046655
#> 6 -0.11234761 -0.029641974 0.139590435 -0.172423182 -0.104152983
#> 7 -0.11210512 -0.093387204 0.171149064 -0.134608150 0.106715800
#> 8 -0.11276634 0.227235218 0.107347983 -0.208737429 0.023389040
#> 9 -0.12076254 0.075585459 -0.206066755 0.218185384 -0.084235304
#> 10 -0.10287568 0.062632912 -0.044516934 0.188804162 -0.162761424
#> 11 -0.10238611 0.071504007 0.177706552 -0.251495475 0.134365475
#> 12 -0.12130728 -0.169893060 0.137899450 -0.216244472 0.175441725
#> 13 -0.11180456 0.165730306 -0.208577196 0.033922775 -0.124508200
#> 14 -0.12097681 -0.118312132 0.199010401 -0.118344515 -0.076067749
#> 15 -0.11665410 0.120220917 -0.283993678 0.129462318 0.126761892
#> 16 -0.11159590 0.173525699 -0.107476205 -0.119408419 0.185592916
#> 17 -0.11706601 -0.121014203 0.012973561 0.031495843 -0.049957899
#> 18 -0.12160754 -0.047430784 -0.149347489 -0.035294080 0.129153883
#> 19 -0.11951215 0.035186528 0.003476032 0.104003810 -0.133991990
#> 20 -0.11698763 -0.153926292 0.189709712 -0.098396002 -0.070184612
#> 21 -0.11497606 -0.005438395 -0.088858577 0.097751440 0.149678331
#> 22 -0.11418384 0.057237803 -0.134084860 -0.099782692 0.183793844
#> 23 -0.12086361 0.089305959 -0.080331310 0.171477477 -0.093179762
#> 24 -0.11266773 0.052717396 0.230250654 -0.172952337 0.044435262
#> 25 -0.11848216 -0.166650804 0.022447359 -0.179088654 0.174666369
#> 26 -0.11401008 -0.170852408 0.243449537 -0.072859935 -0.092704441
#> 27 -0.10955593 0.168612147 -0.011879430 -0.038138180 -0.070811565
#> 28 -0.10719600 0.180237649 -0.032680560 -0.075114920 0.116938806
#> 29 -0.11320408 -0.114368158 0.100275594 0.217152673 -0.025875561
#> 30 -0.11050570 -0.149744538 0.195740359 -0.079087450 0.011384327
#> 31 -0.12099515 0.133325411 -0.040281588 0.092641864 0.214413827
#> 32 -0.10336277 -0.106215695 -0.023496740 0.043403498 0.049281990
#> 33 -0.11701565 -0.069538151 -0.194676609 0.335364140 -0.070244266
#> 34 -0.11908264 -0.041172937 0.104877764 -0.003149677 -0.144567414
#> 35 -0.09699937 0.178531899 -0.018377855 -0.132574026 0.087321625
#> 36 -0.12596592 0.014435235 -0.016534106 -0.019358098 -0.040294263
#> 37 -0.11414072 0.088836122 0.244152820 -0.140289358 0.164512402
#> 38 -0.11636204 -0.097809318 0.134236315 -0.034324518 0.148154903
#> 39 -0.11520089 -0.161235429 0.131420061 0.029064084 0.047780805
#> 40 -0.11665312 0.094655193 -0.090087003 0.018980939 0.284744239
#> 41 -0.11289001 -0.033565464 0.051096936 0.151886379 -0.002212139
#> 42 -0.10914391 0.223480555 -0.121567063 -0.131261625 0.114317647
#> 43 -0.11742875 -0.157745837 0.023884588 -0.001897800 0.201200990
#> 44 -0.11097885 -0.001988432 -0.027874326 0.189044467 -0.012503179
#> 45 -0.11594308 -0.115811659 0.127015423 0.085872476 -0.178753986
#> 46 -0.11455941 0.083269165 0.137280582 -0.396180146 0.155541261
#> 47 -0.11880421 0.051495812 -0.042854018 -0.021301568 -0.120320455
#> 48 -0.10563064 0.109988814 0.005976770 0.030824815 -0.278084369
#> 49 -0.11466826 0.204716289 -0.044216893 -0.166615684 0.103467216
#> 50 -0.11472240 0.059976878 -0.081334483 0.051088829 -0.114722858
#> 51 -0.11989876 0.007997340 -0.188947056 0.150088292 -0.107217144
#> 52 -0.11205222 0.285142654 -0.204333376 0.177279918 -0.114804216
#> 53 -0.12005514 0.120752103 -0.212241302 0.230011829 0.036941021
#> 54 -0.12118530 0.041675141 0.224333351 0.148422582 -0.122449725
#> 55 -0.12253387 0.180412820 0.055187960 0.216380070 -0.040026205
#> 56 -0.11542544 -0.057923121 -0.174856592 0.068208601 0.135500420
#> 57 -0.11932010 -0.127161397 -0.166324090 0.079759725 0.087179799
#> 58 -0.12039853 -0.082953510 0.219000671 0.154831085 -0.187813111
#> 59 -0.11082125 -0.107026635 0.267295177 -0.237380757 0.152065603
#> 60 -0.12255086 -0.107024712 0.098769087 -0.138022970 0.067558670
#> 61 -0.11654985 0.041577668 0.221502227 -0.056914360 -0.142426367
#> 62 -0.12679271 0.141381695 -0.204934092 0.156699550 -0.154713179
#> 63 -0.10373757 0.267119206 0.060985162 -0.035808623 0.205845100
#> 64 -0.11673923 0.207227288 -0.245516317 0.030881687 -0.162061684
#> 65 -0.12255105 0.193782525 -0.059254039 0.209232585 -0.220560823
#> 66 -0.12186167 0.006406001 0.040310508 0.015318267 -0.157519974
#> 67 -0.11761021 -0.086542256 -0.078262572 -0.147395004 0.026335421
#> 68 -0.11708849 0.057536181 -0.026728645 -0.118237674 0.169738409
#> 69 -0.12515667 0.131382372 0.028091841 0.008620347 -0.064527537
#> 70 -0.11656633 -0.041802341 0.021631445 -0.052430145 0.002673937
#> 71 -0.11029217 0.008565100 0.033374195 -0.055785681 0.210153211
#> 72 -0.11451057 0.023026388 0.197141421 -0.061423251 0.059190436
#> 73 -0.11744264 0.139628869 -0.058163909 0.112033887 -0.311762567
#> 74 -0.12303672 -0.037490099 -0.023234185 0.001910777 -0.176293101
#> 75 -0.12006451 0.213552483 -0.112709886 -0.014440766 -0.048498109
#> 76 -0.11271440 0.182843107 0.108110775 -0.386482991 0.203476442
#> 77 -0.12197074 -0.043431282 -0.039792791 0.092558295 -0.252167990
#> 78 -0.12153036 -0.002455281 -0.085074504 -0.016440155 0.062920257
#> 79 -0.12282969 -0.123541239 0.139210858 -0.002635799 -0.222799646
#> 80 -0.11906475 -0.099344009 -0.148627243 0.107920750 0.151680826
#> comp 6
#> 1 -1.299578e-01
#> 2 -8.689358e-02
#> 3 -5.248492e-02
#> 4 5.976887e-02
#> 5 -9.083292e-02
#> 6 -1.527584e-01
#> 7 -5.413273e-02
#> 8 9.359016e-02
#> 9 -1.396495e-01
#> 10 -2.990209e-02
#> 11 9.537617e-02
#> 12 1.064391e-01
#> 13 2.025485e-01
#> 14 -5.449700e-02
#> 15 6.746360e-02
#> 16 -2.249487e-01
#> 17 8.787840e-02
#> 18 -1.379981e-01
#> 19 2.382531e-01
#> 20 -2.894518e-02
#> 21 -2.651394e-01
#> 22 -1.065591e-01
#> 23 7.017455e-02
#> 24 -1.640646e-01
#> 25 -7.158139e-02
#> 26 -7.656785e-05
#> 27 1.097555e-01
#> 28 -9.717760e-02
#> 29 -1.570829e-01
#> 30 -8.664808e-02
#> 31 -1.291815e-01
#> 32 9.839147e-04
#> 33 -4.365384e-02
#> 34 2.938909e-01
#> 35 3.144198e-02
#> 36 2.585276e-01
#> 37 -1.569954e-01
#> 38 -1.281373e-01
#> 39 -2.747596e-01
#> 40 -2.622052e-01
#> 41 -1.896417e-01
#> 42 5.729190e-02
#> 43 9.352159e-03
#> 44 -3.754357e-01
#> 45 -3.343950e-02
#> 46 -8.430125e-02
#> 47 -1.449878e-01
#> 48 -5.421673e-02
#> 49 -8.637310e-02
#> 50 2.723161e-01
#> 51 2.455611e-01
#> 52 -1.172003e-01
#> 53 -1.748449e-01
#> 54 3.677270e-03
#> 55 -1.078783e-01
#> 56 2.279154e-02
#> 57 9.535078e-02
#> 58 2.654479e-02
#> 59 -1.221865e-01
#> 60 2.098428e-01
#> 61 2.394525e-01
#> 62 2.646388e-01
#> 63 -1.721213e-03
#> 64 -7.825532e-02
#> 65 9.018432e-02
#> 66 2.134940e-01
#> 67 1.167536e-01
#> 68 -5.554942e-03
#> 69 1.840481e-01
#> 70 9.897558e-03
#> 71 -6.610211e-02
#> 72 2.016049e-02
#> 73 2.605371e-01
#> 74 1.461057e-01
#> 75 1.341772e-02
#> 76 -1.601484e-02
#> 77 2.967011e-01
#> 78 8.090972e-02
#> 79 2.640292e-01
#> 80 -2.547240e-01
#>
#> $mat.d
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0.04808593 1.414264 1.779782 1.265216 2.19193 0.8802474
#>
#> $mat.e
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] NA NA NA NA NA NA
#>
#> $variates
#> $variates$X
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> 1 -3.135626 -0.06360720 -0.492709930 -0.19222848 0.0904185669 -0.2132705378
#> 2 -3.122523 0.10827199 -0.103203325 0.37700449 -0.2578409578 -0.1881976578
#> 3 -3.384953 0.33281134 -0.021567140 0.07430213 -0.0004235175 -0.1074844320
#> 4 -3.224082 0.03711930 0.040602099 0.07666072 -0.1705773911 -0.0018106986
#> 5 -3.253412 0.47347082 -0.079716400 -0.43454471 0.0413239772 -0.1364180829
#> 6 -3.194927 -0.13661953 0.088162570 -0.33141936 -0.2566535300 -0.2460633741
#> 7 -3.218098 -0.26854394 0.185054599 -0.14586981 0.0506407915 -0.1147959876
#> 8 -3.039656 0.57504502 0.200409935 -0.23210530 0.0271818008 0.1649976106
#> 9 -3.387976 0.05819551 -0.264297539 0.21524972 -0.1029996900 -0.2209723319
#> 10 -2.872987 0.10073565 -0.012958460 0.20842061 -0.1779548731 -0.1349583866
#> 11 -2.834580 0.19913905 0.279133774 -0.19607757 0.2337203220 0.3238280176
#> 12 -3.530824 -0.49623847 0.096984205 -0.21377807 0.2247354884 0.2595997013
#> 13 -3.083772 0.28258638 -0.302881808 -0.05710680 -0.1144048946 0.2507953859
#> 14 -3.485535 -0.34364776 0.186883472 -0.20190123 -0.1751641959 -0.1358632148
#> 15 -3.250108 0.15530379 -0.360911894 0.17186866 0.1937415694 0.1053694843
#> 16 -3.063639 0.34016609 -0.158725440 -0.18112887 0.1064088055 -0.2444295199
#> 17 -3.388021 -0.39349615 -0.025416366 0.04945002 0.0177356028 0.2064423503
#> 18 -3.489959 -0.27558473 -0.287900650 -0.07878562 0.1299713080 -0.0476227811
#> 19 -3.355658 0.03780727 0.052595101 0.15895332 -0.0477128809 0.2762583894
#> 20 -3.394867 -0.43623483 0.172874978 -0.16041132 -0.1377832735 -0.0780832583
#> 21 -3.263458 -0.11011502 -0.113896156 0.14624091 0.1211125024 -0.3399764912
#> 22 -3.212223 0.01739387 -0.231328335 -0.13932707 0.1793527115 -0.0205402217
#> 23 -3.367614 0.15208457 -0.049542667 0.21851935 -0.0625678576 0.0179224899
#> 24 -3.138212 0.13913653 0.301145947 -0.23879191 -0.1187555948 -0.3714909122
#> 25 -3.464323 -0.54632251 -0.114581214 -0.26082485 0.1215690945 -0.0380572278
#> 26 -3.312953 -0.44746661 0.278900250 -0.08361669 -0.1157801425 -0.0144500993
#> 27 -2.997381 0.37367360 0.009599821 -0.08425825 -0.0966931860 0.0830579212
#> 28 -2.927044 0.39168734 -0.035163075 -0.13759758 -0.0126691294 -0.2971289747
#> 29 -3.257389 -0.30620895 0.200492442 0.36090789 0.0057259934 -0.2434944283
#> 30 -3.204941 -0.40595502 0.215699477 -0.08141480 -0.0271745800 -0.1178236762
#> 31 -3.332738 0.31286015 0.087539387 0.28869615 0.3381622985 -0.0408181201
#> 32 -2.994537 -0.35943553 -0.074753925 0.06036806 0.0621098684 -0.0069441477
#> 33 -3.367594 -0.30758100 -0.243586170 0.42118466 -0.0124445514 -0.0925682709
#> 34 -3.386085 -0.14574849 0.135484447 0.00163918 -0.0900442785 0.3485618101
#> 35 -2.635633 0.40868247 0.006128886 -0.14551161 0.1017612500 0.0988396416
#> 36 -3.558970 -0.05168446 -0.043412245 -0.03539844 0.0013915012 0.3053275992
#> 37 -3.146213 0.27802708 0.425292915 -0.03693957 0.1704781661 -0.1572306780
#> 38 -3.339926 -0.27757714 0.180050291 0.03350576 0.1408992369 -0.1611095353
#> 39 -3.347936 -0.45112558 0.151705038 0.07398988 0.0155399222 -0.3171728048
#> 40 -3.246580 0.16322627 -0.073886885 0.10001419 0.2749529510 -0.3146499382
#> 41 -3.205634 -0.11994148 0.118226754 0.23658202 -0.0177322176 -0.3088947741
#> 42 -2.965702 0.46472008 -0.178867556 -0.22711109 0.0376769641 -0.0075486499
#> 43 -3.416878 -0.47485684 0.011476065 0.10576584 0.3023374893 0.1357277313
#> 44 -3.141729 -0.07315491 -0.011630464 0.21800233 -0.1103645836 -0.5932460889
#> 45 -3.339526 -0.32622013 0.172871302 0.12430325 -0.1383203890 0.0159492824
#> 46 -3.189894 0.15222700 0.080376839 -0.57414543 -0.0076520902 -0.1306828665
#> 47 -3.341458 0.01929976 -0.127679453 -0.16185915 -0.2541563009 -0.2719366763
#> 48 -2.924011 0.21531184 -0.003758876 -0.08241248 -0.3649768755 -0.1305927390
#> 49 -3.126048 0.44137713 -0.067610442 -0.25201938 0.0269573120 -0.0929523120
#> 50 -3.216605 0.06013429 -0.106261331 0.04436438 -0.0412043877 0.3608079269
#> 51 -3.405197 -0.11960993 -0.270727198 0.15642415 -0.0137294790 0.3359601983
#> 52 -3.007234 0.63626197 -0.176473505 0.18676096 -0.1136093028 -0.1514918937
#> 53 -3.337402 0.18836979 -0.232092139 0.27719431 0.0147570240 -0.3110840633
#> 54 -3.367323 0.17773806 0.485793920 0.37430295 0.0422260799 0.1257542381
#> 55 -3.332578 0.49354317 0.296834307 0.45419151 0.1162457712 -0.0188337799
#> 56 -3.320154 -0.29434350 -0.286647071 0.08460777 0.1723291249 0.0498792908
#> 57 -3.474340 -0.48444369 -0.306888523 0.08096687 0.1329501168 0.1426174441
#> 58 -3.429579 -0.18061662 0.386438831 0.29526963 -0.0963823925 0.0673780859
#> 59 -3.183303 -0.27680630 0.299552753 -0.27102866 0.0531609705 -0.2057290222
#> 60 -3.530985 -0.34567092 0.054996361 -0.17382377 0.0640063204 0.2254589110
#> 61 -3.250222 0.12571804 0.342822641 -0.04453043 -0.1381187868 0.1928406716
#> 62 -3.515283 0.23892391 -0.228658259 0.18548566 -0.0254197420 0.4022539385
#> 63 -2.751221 0.71826274 0.269211553 0.14345271 0.3170755983 0.0843554093
#> 64 -3.203833 0.36563462 -0.374304680 -0.12578963 -0.2383481147 -0.0912539880
#> 65 -3.342812 0.45852606 0.060805828 0.31057144 -0.0980090059 0.1882064959
#> 66 -3.442129 -0.04824506 0.043307328 -0.01180599 -0.1390746285 0.2156742002
#> 67 -3.400527 -0.37456415 -0.254981656 -0.28209987 -0.0021368124 0.1845128606
#> 68 -3.282315 0.06304362 -0.055596760 -0.12711970 0.1720236837 0.0502359628
#> 69 -3.452442 0.30242846 0.115570512 0.06930562 0.0309567796 0.2919612694
#> 70 -3.326831 -0.19108585 -0.025251422 -0.09605045 -0.0230364059 0.0119610697
#> 71 -3.112652 -0.03257290 0.045815821 -0.02236461 0.1755470198 -0.1373191584
#> 72 -3.203513 0.07965598 0.329174692 0.02010347 0.0794443609 -0.0007581837
#> 73 -3.240231 0.28527058 -0.034865207 0.08761848 -0.2441493818 0.3460791192
#> 74 -3.512174 -0.20283926 -0.096073070 -0.07317644 -0.1639592447 0.2077320832
#> 75 -3.276094 0.45041738 -0.126443628 -0.06599635 -0.0619872063 0.0352971986
#> 76 -3.073618 0.42649991 0.108358389 -0.49996107 0.1118092830 0.0170574616
#> 77 -3.485861 -0.21861789 -0.104088463 0.02935359 -0.2333931767 0.2902221126
#> 78 -3.451085 -0.12180771 -0.155168743 -0.03236645 0.0857885994 0.1253993023
#> 79 -3.543564 -0.36792915 0.132922545 -0.04604806 -0.2115104123 0.2684691172
#> 80 -3.445111 -0.39194011 -0.243968098 0.14970977 0.1681249085 -0.2258182384
#>
#> $variates$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> 1 -30.868274 -0.9429286139 -0.698733072 -0.289813153 -0.0563273922 -0.36541650
#> 2 -11.374512 -0.2805731656 -0.308987095 -0.289476428 -0.3847031560 -0.31590335
#> 3 -4.813363 -0.0485669012 -0.303053682 -0.395967663 -0.2714470460 -0.67488379
#> 4 -7.071302 -0.1308080697 -0.133439726 -0.244824971 -0.1855665428 -0.03732493
#> 5 -20.304011 -0.5797317879 -0.836903864 -1.065137068 -0.3639877245 -1.00927878
#> 6 -8.041367 -0.1647822082 -0.022378845 -0.155498822 0.1015440725 0.89195855
#> 7 -8.041367 -0.1639943803 0.083077965 -0.143450728 0.0013963344 -0.12262509
#> 8 32.737002 1.2164303688 0.509662505 0.435026188 0.3850786803 0.89120972
#> 9 -11.374512 -0.2715475940 -0.262022975 0.003199633 -0.1223986096 -0.04830583
#> 10 -3.288153 -0.0141159016 -0.091264211 -0.110152851 -0.1838855619 -0.01476819
#> 11 43.756097 1.5841142433 1.100539519 1.155473049 0.7801360537 1.36064614
#> 12 -4.813363 -0.0436071946 0.359673309 0.369525271 0.3366917673 0.27878568
#> 13 -8.041367 -0.1685615419 -0.358494597 -0.078230618 -0.0121929941 0.25452091
#> 14 -22.811671 -0.6571016032 -0.249079074 -0.613269356 -0.2374480845 -0.15509497
#> 15 -3.288153 -0.0012935557 -0.124436572 0.332650293 0.0928056600 -0.25134352
#> 16 -3.288153 -0.0076336274 -0.276371260 -0.165492602 0.0090254944 -0.24249709
#> 17 -11.374512 -0.2715460517 0.096904913 0.172069579 0.0707779175 0.13208225
#> 18 -8.041367 -0.1547509208 0.096017877 0.540058934 0.3572067062 0.56584566
#> 19 13.720981 0.5806171402 0.431331704 0.532769511 0.2157725256 0.65611288
#> 20 -22.811671 -0.6601843753 -0.177956493 -0.493515308 -0.1922728048 -0.13568601
#> 21 -9.072803 -0.1975216034 -0.069455682 0.062514500 -0.0483281879 -0.42192933
#> 22 -6.022778 -0.0955607692 -0.089756871 0.199148852 0.1953735714 0.03989402
#> 23 -8.041367 -0.1589107374 -0.247125457 -0.277940093 -0.2865641149 -0.55777977
#> 24 -20.304011 -0.5836486782 -0.574345082 -1.231554923 -0.5730382642 -1.13122285
#> 25 -22.811671 -0.6578228199 -0.088601228 0.036546097 0.1716471384 0.12470083
#> 26 -3.288153 0.0008432059 0.356239353 0.108793066 0.1110619039 0.56486616
#> 27 -9.072803 -0.2065684035 -0.461076310 -0.662101023 -0.3335398414 -0.58977893
#> 28 -9.072803 -0.2089599009 -0.477290878 -0.621942035 -0.2795711583 -0.66462072
#> 29 -8.041367 -0.1626584707 0.114069173 -0.121571779 -0.2784947722 -0.70774662
#> 30 -4.813363 -0.0546874097 0.279126944 0.089223541 0.0984951076 0.31293384
#> 31 47.846159 1.7401168087 1.134137544 1.472251650 0.6831666571 0.85910566
#> 32 -10.195079 -0.2448232759 0.091074060 0.233270548 0.0998020064 0.09385832
#> 33 -11.374512 -0.2722405818 0.028082469 0.382156800 -0.0225274858 -0.02510782
#> 34 -15.273674 -0.4041860182 -0.205361591 -0.479468781 -0.2777030030 -0.46729460
#> 35 27.260145 1.0164764826 0.482969900 0.670773176 0.4711722849 0.91988146
#> 36 -20.304011 -0.5693426138 -0.411345463 -0.517572369 -0.2783182977 -0.69651373
#> 37 35.381303 1.3099613707 0.820003476 0.555240109 0.3418153290 0.42665179
#> 38 -11.374512 -0.2731813229 0.003493039 -0.248363427 -0.1626992826 -0.75599975
#> 39 -3.288153 0.0020326651 0.360092050 0.293138412 0.1264959431 0.27629490
#> 40 22.400497 0.8720178099 0.563225326 0.896226979 0.4595864166 0.45976131
#> 41 -3.288153 -0.0028057106 0.093079315 -0.035374951 -0.1569777974 -0.34673958
#> 42 -10.195079 -0.2458036907 -0.564601801 -0.542613108 -0.1821126751 -0.54730475
#> 43 -7.071302 -0.1242528718 0.278599589 0.375763177 0.1558466678 -0.36478117
#> 44 -20.304011 -0.5835290789 -0.405557405 -0.554137790 -0.4456912931 -0.83500706
#> 45 -3.288153 0.0017467060 0.260611502 0.123424309 -0.0005073393 0.34317239
#> 46 -19.009816 -0.5378879486 -0.548384388 -0.884479634 -0.1791297342 -0.42700161
#> 47 -22.811671 -0.6620002966 -0.541379836 -0.581953130 -0.2424847848 0.02906359
#> 48 -9.072803 -0.2090630404 -0.337219997 -0.469080404 -0.2231907417 0.35306589
#> 49 -8.041367 -0.1671241267 -0.483531898 -0.585077517 -0.1922463388 -0.54584556
#> 50 -2.045626 0.0398140787 -0.016146999 0.126764005 0.0475623475 0.22104070
#> 51 -16.510642 -0.4455939288 -0.259035884 0.016446194 -0.0807974535 -0.16700797
#> 52 9.743197 0.4335232063 -0.161101822 0.021623376 -0.0953199825 0.04554278
#> 53 -7.071302 -0.1269551184 -0.250565878 -0.025987045 -0.1750009993 -0.47252212
#> 54 40.628580 1.4958901736 1.047440061 0.790068712 0.2399864677 0.49244905
#> 55 54.185939 1.9556681249 1.161844850 1.216812002 0.4401964183 0.80667919
#> 56 -11.374512 -0.2738535761 0.016281863 0.426130717 0.1971323611 0.06176328
#> 57 -22.811671 -0.6574822437 -0.137501215 0.238277454 0.0908021183 -0.10495399
#> 58 -3.288153 0.0048085891 0.147343987 -0.336335179 -0.3645721248 -0.66782727
#> 59 -10.195079 -0.2384051133 0.030514644 -0.378456428 -0.0620089807 -0.28678814
#> 60 -20.304011 -0.5702941094 -0.178491787 -0.328448230 -0.0892516426 -0.38163223
#> 61 -6.022778 -0.0942687788 -0.174807599 -0.728151459 -0.3945966964 -0.63866331
#> 62 30.129354 1.1439402085 0.719150938 1.333285029 0.6625276611 1.71307839
#> 63 37.986233 1.3851007278 0.529887873 0.366693883 0.1288582768 -0.46868558
#> 64 -8.041367 -0.1644794034 -0.421243236 -0.066028557 0.0344950191 0.67941484
#> 65 20.158932 0.7990750281 0.270609615 0.295131392 -0.0089122361 0.22186253
#> 66 -3.288153 0.0052352974 0.042496968 -0.001139936 0.0061566126 0.36164465
#> 67 -9.072803 -0.1928611558 0.144386212 0.561791552 0.4871072618 1.21828129
#> 68 -10.195079 -0.2350386210 -0.236864378 -0.254989508 -0.0738084410 -0.61215392
#> 69 24.716261 0.9577547816 0.520740382 0.569953240 0.2889815963 0.64251531
#> 70 -20.304011 -0.5772355054 -0.306845173 -0.396118475 -0.1732039347 -0.37393665
#> 71 -20.304011 -0.5845177191 -0.438590587 -0.681415432 -0.3804143903 -1.38441612
#> 72 17.951654 0.7192898566 0.508270738 0.251934753 0.1338166227 0.13539399
#> 73 -9.072803 -0.1983113593 -0.384267559 -0.491504965 -0.3342790667 -0.22443462
#> 74 -10.195079 -0.2272232486 -0.019376189 0.107889650 0.1045141665 0.66853366
#> 75 -8.041367 -0.1620224899 -0.486661624 -0.506719351 -0.2543921733 -0.47911336
#> 76 15.853160 0.6435231625 0.172452665 0.090161542 0.3406279561 0.56978822
#> 77 -20.304011 -0.5718283732 -0.280670802 -0.248398718 -0.1603229572 0.18195434
#> 78 -9.072803 -0.1911421530 -0.055095063 0.140773839 0.0999392713 0.03523701
#> 79 -11.374512 -0.2662574775 0.080791118 -0.073333379 -0.0157495107 0.48747007
#> 80 -9.072803 -0.1913452747 0.159398191 0.567416139 0.2411066151 0.18173393
#>
#>
#> $loadings
#> $loadings$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -0.13322388 -0.081281925 -0.2596421228 0.022517405 0.092106384
#> 2 -0.09964277 0.043883835 -0.0602550343 0.092812665 -0.278289595
#> 3 -0.08722014 0.129238924 -0.0534969117 0.006943375 -0.053026872
#> 4 -0.10501222 0.035467071 -0.0028744706 -0.027331217 -0.129995285
#> 5 -0.08309282 0.131394710 -0.1729023152 -0.201399933 0.100127001
#> 6 -0.12212456 -0.035333383 -0.0109340358 -0.202938100 -0.034920664
#> 7 -0.12419419 -0.043689223 0.0954771403 -0.102021395 0.037291632
#> 8 -0.04628953 0.240243536 0.0249908937 -0.111034380 0.111809421
#> 9 -0.11709820 0.013242706 -0.1197696100 0.116346389 -0.116542514
#> 10 -0.08921575 0.049366209 -0.0254872916 0.025655891 -0.186703627
#> 11 -0.05752354 0.162130873 0.1741075575 -0.004852189 0.282253656
#> 12 -0.14987506 -0.103242383 0.1280457668 -0.013284802 0.232262998
#> 13 -0.09389767 0.064714526 -0.1940661915 0.019563834 -0.016432086
#> 14 -0.14468043 -0.085663579 0.0627226787 -0.183744021 -0.074841889
#> 15 -0.10356381 0.047307589 -0.1400772421 0.194029103 0.073888941
#> 16 -0.08292234 0.103624676 -0.1342901608 -0.036150754 0.095278411
#> 17 -0.14259898 -0.092274739 0.0552127433 0.056947149 0.029125967
#> 18 -0.14504135 -0.084688473 -0.0715775078 0.104850010 0.160378101
#> 19 -0.10161647 0.064674028 0.0566498314 0.071689272 -0.036980112
#> 20 -0.14711904 -0.108893230 0.0865151441 -0.139127608 -0.046612438
#> 21 -0.11938605 -0.015937484 -0.0201702965 0.092606000 -0.005888340
#> 22 -0.11185360 0.008421367 -0.0937835638 0.054334477 0.176368614
#> 23 -0.10150020 0.069978282 -0.0371313137 0.058242525 -0.129583820
#> 24 -0.09362895 0.068805111 0.0309068706 -0.268756625 -0.109636516
#> 25 -0.16500010 -0.168113251 -0.0028095769 -0.034051570 0.165977545
#> 26 -0.13678676 -0.082313665 0.1700959665 -0.098895776 -0.029794897
#> 27 -0.07463317 0.126208934 -0.0814628169 -0.093812788 -0.063712911
#> 28 -0.07476326 0.117210147 -0.1210851148 -0.119187613 -0.050435911
#> 29 -0.12245964 -0.033449099 0.1554574314 0.074396522 -0.163367291
#> 30 -0.13177846 -0.076878592 0.1399862144 -0.075168111 0.004485213
#> 31 -0.06658113 0.196649291 0.1216545011 0.218323320 0.143827351
#> 32 -0.12878705 -0.091881972 0.0275371926 0.068804290 0.029068159
#> 33 -0.14073055 -0.085704326 -0.0310576031 0.220592240 -0.131342674
#> 34 -0.12222235 -0.011346730 0.0573005373 -0.064143936 -0.069800614
#> 35 -0.04989778 0.170222538 -0.0159635065 0.003255040 0.155440074
#> 36 -0.12609157 -0.000454113 -0.0286046313 -0.016273563 0.003529880
#> 37 -0.06082291 0.192687669 0.1995141172 -0.060182198 0.091673036
#> 38 -0.12599988 -0.034830598 0.1209913977 -0.017856887 0.018845228
#> 39 -0.13972579 -0.088631645 0.1394825626 0.010869919 -0.020821039
#> 40 -0.08985729 0.096838682 0.0041948040 0.127111363 0.123742301
#> 41 -0.11012706 0.009985170 0.0836671824 0.043911424 -0.123564384
#> 42 -0.07410904 0.126614104 -0.1860947201 -0.086996620 0.050655988
#> 43 -0.14347541 -0.094131206 0.1222130744 0.132567125 0.153878978
#> 44 -0.11340592 -0.008771305 -0.0130308987 0.020012009 -0.193437373
#> 45 -0.12869325 -0.046078402 0.1339678573 0.009373318 -0.087544111
#> 46 -0.10201825 0.045323039 -0.0729000970 -0.283366999 0.129101116
#> 47 -0.12280214 -0.014448300 -0.1266883508 -0.113026009 -0.104967620
#> 48 -0.08764431 0.065001595 -0.0864270728 -0.124579480 -0.177841575
#> 49 -0.07676565 0.136977928 -0.1301353679 -0.115835863 0.058111414
#> 50 -0.10494901 0.035320511 -0.0473685137 0.045793148 -0.006060271
#> 51 -0.13021561 -0.037284533 -0.0869931490 0.137454940 -0.014457356
#> 52 -0.05403127 0.209684514 -0.1449662000 0.080039224 -0.111280310
#> 53 -0.10281987 0.062287295 -0.1123195062 0.134715234 -0.109055522
#> 54 -0.06724969 0.194920347 0.2944066104 0.094473238 -0.061738553
#> 55 -0.04466471 0.281414877 0.1940398278 0.187201018 -0.033391926
#> 56 -0.14007351 -0.089076775 -0.0598507566 0.155051638 0.099381439
#> 57 -0.16297908 -0.157781149 -0.0588250542 0.144930920 0.074580616
#> 58 -0.11145916 0.032306376 0.2214312159 0.003276877 -0.173435612
#> 59 -0.12188745 -0.039992656 0.1287821471 -0.186744196 0.057947470
#> 60 -0.14669295 -0.087248180 0.0379936317 -0.081937877 0.064182662
#> 61 -0.09004446 0.095789024 0.1041480000 -0.158217755 -0.115929584
#> 62 -0.09649279 0.109502241 -0.0612451253 0.193722428 0.042368243
#> 63 -0.01417046 0.323690626 0.1086820302 0.064305237 0.114568305
#> 64 -0.09575917 0.075820806 -0.2524512067 -0.009349664 -0.046039956
#> 65 -0.06559194 0.205847085 0.0231777968 0.111135153 -0.112260744
#> 66 -0.11831141 0.012830448 0.0123423090 -0.037706913 -0.060680959
#> 67 -0.15280891 -0.127206162 -0.0781213540 0.000190391 0.168893782
#> 68 -0.10655753 0.038058319 -0.0374198422 -0.014413943 0.118813806
#> 69 -0.08054806 0.161213057 0.0573091391 0.039390957 0.035213272
#> 70 -0.13029988 -0.049632279 -0.0150424643 -0.049444011 0.003417273
#> 71 -0.10803848 0.008144734 -0.0008075845 -0.046084104 0.011102292
#> 72 -0.08481695 0.107311117 0.1619233771 -0.047481202 0.015955002
#> 73 -0.08841716 0.104896509 -0.0667259786 -0.011543440 -0.141419428
#> 74 -0.13765034 -0.052812813 -0.0294371909 -0.008362934 -0.011757029
#> 75 -0.08041917 0.143276082 -0.1350113160 -0.030066938 -0.017882279
#> 76 -0.06850500 0.159770348 -0.0443261685 -0.205516509 0.207094432
#> 77 -0.14087862 -0.068332036 -0.0478380157 -0.010846626 -0.118334529
#> 78 -0.12874560 -0.026075504 -0.0453779268 0.053519192 0.080060082
#> 79 -0.14611485 -0.084151307 0.0756738612 -0.085661005 -0.095012389
#> 80 -0.14858433 -0.106682157 -0.0140976630 0.181373682 0.084058069
#> comp 6
#> 1 -0.1345598422
#> 2 -0.0152993433
#> 3 -0.0767792951
#> 4 0.0364018329
#> 5 -0.0918754973
#> 6 0.0849010025
#> 7 -0.0851362709
#> 8 0.1084317133
#> 9 -0.0396189896
#> 10 -0.0293608112
#> 11 0.1813582881
#> 12 0.0696810848
#> 13 0.1325359394
#> 14 0.0015032969
#> 15 -0.0648391767
#> 16 -0.1107545162
#> 17 0.0969821545
#> 18 0.0382908943
#> 19 0.1189676406
#> 20 0.0289070370
#> 21 -0.1907745764
#> 22 -0.0091057097
#> 23 -0.0446430370
#> 24 -0.1889413586
#> 25 -0.0106552818
#> 26 0.0771472555
#> 27 0.0087052245
#> 28 -0.2052550239
#> 29 -0.1686089090
#> 30 -0.0084605239
#> 31 -0.0865616331
#> 32 -0.0247886314
#> 33 -0.0749262219
#> 34 0.0916880495
#> 35 0.0835350409
#> 36 0.0537424383
#> 37 -0.0893243981
#> 38 -0.1585750873
#> 39 -0.0841278393
#> 40 -0.1974399550
#> 41 -0.1488167284
#> 42 -0.0780695889
#> 43 -0.0580319474
#> 44 -0.2218832865
#> 45 0.1118525279
#> 46 -0.0324240884
#> 47 0.0188274944
#> 48 0.1229297793
#> 49 -0.0556207429
#> 50 0.1332551426
#> 51 0.1137532169
#> 52 0.0043214377
#> 53 -0.1790385337
#> 54 0.0744513462
#> 55 0.0081357517
#> 56 -0.0442934417
#> 57 -0.0154506351
#> 58 0.0176314206
#> 59 -0.1154189827
#> 60 -0.0041400669
#> 61 0.0324935440
#> 62 0.2416849610
#> 63 -0.1119345923
#> 64 0.1422798078
#> 65 0.1328105921
#> 66 0.1187556564
#> 67 0.1748222212
#> 68 -0.0624498773
#> 69 0.1223141841
#> 70 0.0009115676
#> 71 -0.2441001955
#> 72 -0.0530204940
#> 73 0.2088952593
#> 74 0.2017739352
#> 75 0.0375448157
#> 76 0.0044368149
#> 77 0.1641226983
#> 78 0.0210189156
#> 79 0.1567081154
#> 80 -0.0829271630
#>
#> $loadings$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> Y 0.04808593 1.414264 1.779782 1.265216 2.19193 0.8802474
#>
#>
#> $names
#> $names$X
#> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15"
#> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
#> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45"
#> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
#> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75"
#> [76] "76" "77" "78" "79" "80"
#>
#> $names$Y
#> [1] "Y"
#>
#> $names$indiv
#> [1] "1" "2" "3" "4" "5" "6" "7" "8" "9" "10" "11" "12" "13" "14" "15"
#> [16] "16" "17" "18" "19" "20" "21" "22" "23" "24" "25" "26" "27" "28" "29" "30"
#> [31] "31" "32" "33" "34" "35" "36" "37" "38" "39" "40" "41" "42" "43" "44" "45"
#> [46] "46" "47" "48" "49" "50" "51" "52" "53" "54" "55" "56" "57" "58" "59" "60"
#> [61] "61" "62" "63" "64" "65" "66" "67" "68" "69" "70" "71" "72" "73" "74" "75"
#> [76] "76" "77" "78" "79" "80"
#>
#>
#> attr(,"class")
#> [1] "pls"
#>
#> $XplanScal
#> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264
#> 0.5025253 0.5006325 0.5025253 0.4929888 0.5017375 0.5025253 0.5025253
#> D5S346 D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305
#> 0.5025253 0.4871774 0.5031546 0.5017375 0.5029973 0.5017375 0.4929888
#> D1S207 D2S138 D16S422 D9S179 D10S191 D4S394 D1S197
#> 0.4992082 0.5029973 0.5006325 0.5029973 0.5029973 0.5029973 0.5006325
#> D6S264 D14S65 D17S790 D5S430 D3S1283 D4S414 D8S283
#> 0.5006325 0.4974619 0.4974619 0.5025253 0.5017375 0.5025253 0.5029973
#> D11S916 D2S159 D16S408 D6S275 D10S192 sexe Agediag
#> 0.5029973 0.4929888 0.4974619 0.5029973 0.4953901 0.4611488 13.5030421
#> Siege T N M STADE
#> 0.7458747 0.8999824 0.7778581 0.4357447 1.2143003
#>
#> $XplanCent
#> D18S61 D17S794 D13S173 D20S107 TP53 D9S171 D8S264 D5S346
#> 0.52500 0.45000 0.47500 0.60000 0.53750 0.47500 0.52500 0.47500
#> D22S928 D18S53 D1S225 D3S1282 D15S127 D1S305 D1S207 D2S138
#> 0.37500 0.50000 0.46250 0.51250 0.46250 0.40000 0.43750 0.48750
#> D16S422 D9S179 D10S191 D4S394 D1S197 D6S264 D14S65 D17S790
#> 0.45000 0.51250 0.51250 0.51250 0.45000 0.55000 0.42500 0.42500
#> D5S430 D3S1283 D4S414 D8S283 D11S916 D2S159 D16S408 D6S275
#> 0.47500 0.46250 0.52500 0.51250 0.48750 0.40000 0.57500 0.48750
#> D10S192 sexe Agediag Siege T N M STADE
#> 0.41250 0.70000 64.23634 1.77500 2.51250 0.55000 0.25000 2.36250
#>
#> $CoeffCFull
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 3.004945 -0.9038115 -2.157096 -0.5634786 -4.053265 -3.299930
#> [2,] NA 4.1303762 5.673995 4.6158971 5.779042 5.437392
#> [3,] NA NA 6.826688 6.7368349 6.460671 6.227481
#> [4,] NA NA NA 2.6333540 3.341376 3.230508
#> [5,] NA NA NA NA 9.530067 10.383161
#> [6,] NA NA NA NA NA 2.376893
#>
#> $kernDKplsDR_mod
#> Gaussian Radial Basis kernel function.
#> Hyperparameter : sigma = 0.0127162545252291
#>
rm(X_train_micro,Y_train_micro,C_train_micro,cox_DKplsDR_fit)