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.
coxDKplsDR(Xplan, ...)
# S3 method for default
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 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,
...
)a formula or a matrix with the eXplanatory variables (training) dataset
Arguments to be passed on to survival::coxph.
for right censored data, this is the follow up time. For interval data, the first argument is the starting time for the interval.
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 at
time, 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.
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.
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 the time2 argument is absent
or present, respectively.
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.
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.
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.
if TRUE and the model was fit with case weights, then
the weighted residuals are returned.
Should the Xplan columns be standardized ?
Should the time values be standardized ?
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.
character string. What type of algorithm to use, (partially)
matching one of "regression", "canonical", "invariant" or "classic". See
pls for details
Should the survival function be plotted ?)
FALSE to return only the Cox model and TRUE for additionnal results. See details. Defaults to FALSE.
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 kernlab package provides the most
popular kernel functions which can be used by setting the kernel parameter
to the following strings:
Radial Basis kernel "Gaussian"
Polynomial kernel
Linear kernel
Hyperbolic tangent kernel
Laplacian kernel
Bessel kernel
ANOVA RBF kernel
Spline kernel
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, offset for the Polynomial kernel "polydot".
scale, offset for the Hyperbolic tangent kernel function "tanhdot".
sigma, order, degree for the Bessel kernel
"besseldot".
sigma, degree for the ANOVA kernel
"anovadot".
In the case of a Radial Basis kernel function (Gaussian) or
Laplacian kernel, if hyperkernel is missing, the heuristics in sigest
are used to calculate a good sigma value from the data.
Should some details be displayed ?
an optional data frame, list or environment (or object
coercible by as.data.frame to a data frame) containing the
variables in the model. If not found in dataXplan, the variables are
taken from environment(Xplan), typically the environment from which
coxDKplsDR is called.
an optional vector specifying a subset of observations to be used in the fitting process.
an optional vector of 'prior weights' to be used in the
fitting process. Should be NULL or a numeric vector.
If TRUE, the model frame is returned.
If TRUE, the model matrix is returned.
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.
If allres=FALSE :
Final Cox-model.
If
allres=TRUE :
PLSR components.
Final Cox-model.
The PLSR model.
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.
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.
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 0.01221088
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.264e+00 3.823e-02 2.278e+00 -1.433 0.151982
#> dim.2 5.416e+00 2.250e+02 1.629e+00 3.325 0.000884
#> dim.3 6.150e+00 4.685e+02 2.102e+00 2.926 0.003432
#> dim.4 3.174e+00 2.390e+01 1.540e+00 2.060 0.039360
#> dim.5 1.016e+01 2.577e+04 3.352e+00 3.030 0.002442
#> dim.6 2.336e+00 1.034e+01 1.666e+00 1.402 0.160786
#>
#> Likelihood ratio test=58.28 on 6 df, p=1.007e-10
#> 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))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
(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))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
(cox_DKplsDR_fit=coxDKplsDR(~X_train_micro,Y_train_micro,C_train_micro,ncomp=6))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
(cox_DKplsDR_fit=coxDKplsDR(~.,Y_train_micro,C_train_micro,ncomp=6,dataXplan=X_train_micro_df))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
(cox_DKplsDR_fit=coxDKplsDR(X_train_micro,Y_train_micro,C_train_micro,ncomp=6,allres=TRUE))
#> Kernel : rbfdot
#> Estimated_sigma 0.01205452
#> $tt_DKplsDR
#> dim.1 dim.2 dim.3 dim.4 dim.5 dim.6
#> 1 -3.311052 -0.05978892 -0.4866813805 -0.197068760 0.089134577 -0.210244162
#> 2 -3.300829 0.10246531 -0.1036108729 0.387717353 -0.244736269 -0.189626063
#> 3 -3.568439 0.32673432 -0.0222737401 0.076975726 0.004245011 -0.106533368
#> 4 -3.402936 0.03560552 0.0420972894 0.082045322 -0.166097852 -0.002644740
#> 5 -3.437752 0.46927593 -0.0720980476 -0.427951126 0.038031591 -0.135313019
#> 6 -3.370584 -0.13406315 0.0918955391 -0.327862840 -0.259566754 -0.259623273
#> 7 -3.391995 -0.26799862 0.1850661145 -0.144548956 0.051394114 -0.111153128
#> 8 -3.226096 0.56923354 0.1988961219 -0.233645303 0.020225176 0.163176108
#> 9 -3.564852 0.05754515 -0.2626955526 0.213327532 -0.097351120 -0.223829549
#> 10 -3.050510 0.09650945 -0.0136407999 0.216178267 -0.169999474 -0.133045200
#> 11 -3.014660 0.19554295 0.2750572968 -0.208232100 0.215059149 0.317578687
#> 12 -3.699609 -0.49172017 0.0935285653 -0.222307933 0.212601331 0.261266799
#> 13 -3.263508 0.28220549 -0.2991600520 -0.057781059 -0.114728906 0.249017235
#> 14 -3.656247 -0.34030112 0.1886153985 -0.192909394 -0.169636334 -0.140959983
#> 15 -3.429010 0.15534289 -0.3603698363 0.163638990 0.193804144 0.115763205
#> 16 -3.245651 0.33796879 -0.1538244332 -0.179655480 0.104083198 -0.244513501
#> 17 -3.559216 -0.39082434 -0.0284346632 0.045032817 0.014015734 0.206706907
#> 18 -3.663532 -0.27240605 -0.2866176367 -0.088836105 0.119518404 -0.052545474
#> 19 -3.532060 0.03701897 0.0498056134 0.157687120 -0.047553429 0.271625283
#> 20 -3.564256 -0.43250819 0.1728542732 -0.154956695 -0.132659155 -0.083695954
#> 21 -3.439473 -0.11255865 -0.1139978006 0.145742575 0.122983862 -0.334958639
#> 22 -3.390413 0.01693393 -0.2311592772 -0.147689991 0.170517715 -0.023702653
#> 23 -3.548379 0.14747632 -0.0504987667 0.221867021 -0.054929328 0.023409707
#> 24 -3.318137 0.13722951 0.3046287151 -0.227834581 -0.109875053 -0.368892335
#> 25 -3.631985 -0.53998655 -0.1150278184 -0.268336751 0.112870777 -0.041828639
#> 26 -3.483709 -0.44721206 0.2755622761 -0.082605984 -0.116726122 -0.017994568
#> 27 -3.178632 0.37261035 0.0153144144 -0.080016333 -0.092497019 0.088444122
#> 28 -3.109663 0.39050946 -0.0329278610 -0.136623099 -0.003854242 -0.285522813
#> 29 -3.429780 -0.30690060 0.1965463352 0.364344210 0.016834961 -0.232148133
#> 30 -3.376894 -0.40680526 0.2137127390 -0.081135830 -0.029559067 -0.117788308
#> 31 -3.517126 0.30517925 0.0824843402 0.281969391 0.332769648 -0.036989790
#> 32 -3.165925 -0.36048078 -0.0772921419 0.058581284 0.060917943 -0.002353832
#> 33 -3.539304 -0.30686091 -0.2452987673 0.420668735 -0.005863393 -0.086144852
#> 34 -3.558654 -0.14314373 0.1335497607 0.004626040 -0.085466518 0.352534514
#> 35 -2.817271 0.40795075 0.0050619111 -0.152084916 0.089060731 0.090733099
#> 36 -3.734611 -0.05120417 -0.0441124895 -0.035311523 0.002698970 0.308180114
#> 37 -3.329287 0.27214967 0.4230686639 -0.034537212 0.168161139 -0.156816383
#> 38 -3.514250 -0.27702484 0.1767196509 0.029889205 0.140525924 -0.151793223
#> 39 -3.517579 -0.45010265 0.1492132961 0.073916515 0.017058138 -0.317626236
#> 40 -3.427256 0.15953325 -0.0758500044 0.093807737 0.271833005 -0.311088604
#> 41 -3.383110 -0.12239261 0.1175348919 0.240876858 -0.008411015 -0.301162093
#> 42 -3.149463 0.46380215 -0.1754732551 -0.228760007 0.038235136 0.002569747
#> 43 -3.588077 -0.47419007 0.0068761321 0.097975559 0.295294379 0.145925434
#> 44 -3.318049 -0.07482116 -0.0105344349 0.222923644 -0.099649419 -0.591624648
#> 45 -3.511017 -0.32503574 0.1696441083 0.125343467 -0.135242218 0.011005112
#> 46 -3.369161 0.15112251 0.0868895973 -0.569191783 -0.013517237 -0.131094286
#> 47 -3.520836 0.01931362 -0.1221906690 -0.155188969 -0.248919175 -0.280631731
#> 48 -3.104910 0.21452216 0.0008542102 -0.074331402 -0.360245587 -0.140096354
#> 49 -3.310168 0.43829224 -0.0613773832 -0.247376982 0.024579069 -0.091323343
#> 50 -3.394382 0.05822267 -0.1071842376 0.042297792 -0.043731875 0.363158192
#> 51 -3.579484 -0.11821142 -0.2700308278 0.151535291 -0.016929287 0.336213524
#> 52 -3.191910 0.63032576 -0.1753518408 0.190094918 -0.110011925 -0.157823212
#> 53 -3.516686 0.18679681 -0.2309048882 0.274023624 0.022267619 -0.303366491
#> 54 -3.549768 0.16795847 0.4781095520 0.377640073 0.043224673 0.128368632
#> 55 -3.519060 0.48096560 0.2892203732 0.453819426 0.114671130 -0.021926941
#> 56 -3.493274 -0.29073644 -0.2852207160 0.076798320 0.165985233 0.053366880
#> 57 -3.643326 -0.47918600 -0.3064779455 0.073978710 0.127898059 0.145636555
#> 58 -3.604881 -0.18439444 0.3815050376 0.302543111 -0.089394393 0.071673969
#> 59 -3.356201 -0.27691112 0.3003818149 -0.269147944 0.053203600 -0.200522084
#> 60 -3.701909 -0.34089970 0.0553934064 -0.174382364 0.062230953 0.231896594
#> 61 -3.428811 0.12422634 0.3423276213 -0.037804738 -0.132824559 0.195994946
#> 62 -3.694910 0.23445154 -0.2286021215 0.182076151 -0.027969012 0.395173336
#> 63 -2.938090 0.71208715 0.2640798959 0.138108665 0.311598995 0.091782682
#> 64 -3.386044 0.36264830 -0.3694349390 -0.123674663 -0.239861974 -0.107430855
#> 65 -3.527276 0.45011163 0.0577263912 0.311030569 -0.096492887 0.184140457
#> 66 -3.617857 -0.04867033 0.0425956340 -0.006981112 -0.133961078 0.212238895
#> 67 -3.572012 -0.37003207 -0.2554687260 -0.290694691 -0.013392700 0.172957293
#> 68 -3.461071 0.06274502 -0.0548386287 -0.129381196 0.169561868 0.054431964
#> 69 -3.634269 0.29669431 0.1132709111 0.071025074 0.029237210 0.288201364
#> 70 -3.501846 -0.18840325 -0.0244509194 -0.096959798 -0.023030883 0.013198730
#> 71 -3.290423 -0.03292609 0.0477127416 -0.019805674 0.179912533 -0.118050595
#> 72 -3.381993 0.07744129 0.3255517898 0.019842492 0.082578185 0.004010321
#> 73 -3.420914 0.28182574 -0.0327205183 0.092298927 -0.241680861 0.339139614
#> 74 -3.686704 -0.20205319 -0.0951250318 -0.072115769 -0.167757492 0.196194984
#> 75 -3.460298 0.44621814 -0.1254233457 -0.066188165 -0.063958352 0.029453994
#> 76 -3.256747 0.42291571 0.1141587483 -0.496125575 0.103597633 0.018988000
#> 77 -3.657210 -0.21562821 -0.1033910007 0.033771232 -0.229218107 0.283774297
#> 78 -3.625678 -0.12031001 -0.1567494510 -0.036131711 0.081558947 0.121627108
#> 79 -3.712115 -0.36290013 0.1327497603 -0.038491870 -0.205544349 0.263403841
#> 80 -3.615868 -0.38989423 -0.2461736006 0.140939155 0.162260522 -0.228034027
#>
#> $cox_DKplsDR
#> Call:
#> coxph(formula = YCsurv ~ ., data = tt_DKplsDR)
#>
#> coef exp(coef) se(coef) z p
#> dim.1 -3.254e+00 3.862e-02 2.277e+00 -1.429 0.153006
#> dim.2 5.413e+00 2.242e+02 1.624e+00 3.332 0.000861
#> dim.3 6.129e+00 4.592e+02 2.098e+00 2.922 0.003476
#> dim.4 3.160e+00 2.358e+01 1.536e+00 2.057 0.039691
#> dim.5 1.009e+01 2.416e+04 3.345e+00 3.017 0.002552
#> dim.6 2.325e+00 1.023e+01 1.664e+00 1.398 0.162193
#>
#> Likelihood ratio test=57.99 on 6 df, p=1.149e-10
#> n= 80, number of events= 17
#>
#> $DKplsDR_mod
#> $call
#> pls(X = new("kernelMatrix", .Data = c(1, 0.337119144328779, 0.447012715444597,
#> 0.328709207941644, 0.535854793312779, 0.274316903685232, 0.408431946900196,
#> 0.30684528923731, 0.51767821237974, 0.40864437432415, 0.359916442079972,
#> 0.338199471461066, 0.30521434525235, 0.30043876641792, 0.515820236829057,
#> 0.452168236686609, 0.279715543110161, 0.563692695265583, 0.33886877859181,
#> 0.390045312273996, 0.484955411334933, 0.39072907035817, 0.311128133717302,
#> 0.367392644735001, 0.358220229759581, 0.341769071080947, 0.237148085799827,
#> 0.348654624942116, 0.315537257438586, 0.290392346635065, 0.422034303486742,
#> 0.292975685207096, 0.376315711775927, 0.312103333068191, 0.372748968665539,
#> 0.387561061595129, 0.352412862613125, 0.344995092726145, 0.355515498130494,
#> 0.419279234832373, 0.281549794540762, 0.451095309801725, 0.360215558090668,
#> 0.380858371716444, 0.320779558031142, 0.32534490762007, 0.474500198826204,
#> 0.281087861305456, 0.446174146103615, 0.417908413030963, 0.426369937528642,
#> 0.332199426521335, 0.498383885057112, 0.290955628312967, 0.357436589956115,
#> 0.545123068116948, 0.52369829532952, 0.285163486982612, 0.392639125285463,
#> 0.317241265049052, 0.260124558362444, 0.37700918986794, 0.293067039021991,
#> 0.43998845078363, 0.415750239261539, 0.374526780236905, 0.390679725777286,
#> 0.467606716810877, 0.471685997070368, 0.333623476695075, 0.365592285701872,
#> 0.320403546619856, 0.30493503423715, 0.349183359283302, 0.397244677160969,
#> 0.380919398483985, 0.276185724361133, 0.360736843774321, 0.278008325290869,
#> 0.417547754765806, 0.337119144328779, 1, 0.51707130906424, 0.469509583377682,
#> 0.335076865507319, 0.271799942798315, 0.304802333120012, 0.308426436379655,
#> 0.480573534188453, 0.577666595278293, 0.198761216872614, 0.264110898334369,
#> 0.385725052042237, 0.374699560622569, 0.376890559905051, 0.365941685361772,
#> 0.361383133785885, 0.366006828453918, 0.373987562214272, 0.311100629384051,
#> 0.482638729150752, 0.342777739092931, 0.45870212021471, 0.325816008931656,
#> 0.259707707256285, 0.28328184059366, 0.286411950019934, 0.259495161702682,
#> 0.406460536208001, 0.336906384361154, 0.444849378514813, 0.452031212790657,
#> 0.510832709557532, 0.306124558082101, 0.241346536101147, 0.356246372693604,
#> 0.287841859874722, 0.288855056445358, 0.360338179184924, 0.378022434566875,
#> 0.442346769409429, 0.259244618157414, 0.355640378930751, 0.453960650213691,
#> 0.355444737381146, 0.227253646984343, 0.446744113815235, 0.417271989459204,
#> 0.320174296906163, 0.383329886484332, 0.449217195325919, 0.534805126210532,
#> 0.421491145957469, 0.485160657756986, 0.53080271044522, 0.346479666089442,
#> 0.400884722215574, 0.488877210486136, 0.244598277011203, 0.273977831025677,
#> 0.316525936301108, 0.464483004691586, 0.279630579435592, 0.527745576218838,
#> 0.527995943428542, 0.377684006105989, 0.337214250614053, 0.314396467274203,
#> 0.449257180204308, 0.310527968358573, 0.362302544685401, 0.252433740341412,
#> 0.405466263378993, 0.496359555859989, 0.457460208126228, 0.2428383017374,
#> 0.421231959963258, 0.422009892069721, 0.386474704898297, 0.444259989764026,
#> 0.447012715444597, 0.51707130906424, 1, 0.413586022529603, 0.501026716515338,
#> 0.305454397642266, 0.349017890107161, 0.509921205029184, 0.470172652951768,
#> 0.417191420433214, 0.289450037639457, 0.38257718332543, 0.385147069870797,
#> 0.411358514972985, 0.442233408345253, 0.376282478509615, 0.311971286319137,
#> 0.388377887069442, 0.453592105329929, 0.368797382030146, 0.444933268330446,
#> 0.427304235665834, 0.499359998664226, 0.447083351093862, 0.410976945677219,
#> 0.361182950961471, 0.332330929770595, 0.489549622766259, 0.395653728069332,
#> 0.298104063316705, 0.552042640704288, 0.341129798306898, 0.383671229026751,
#> 0.340301011061464, 0.308897247828379, 0.459471132861081, 0.439056652906449,
#> 0.352195086004084, 0.312733970005799, 0.5038233380533, 0.355836505723747,
#> 0.423209444939713, 0.36706773836212, 0.417904022021626, 0.351665962442828,
#> 0.378248136462893, 0.511547469295897, 0.332755512987254, 0.35826277669855,
#> 0.350879802824597, 0.373951764911, 0.505029496941343, 0.416640692769918,
#> 0.42195278829884, 0.522974898482812, 0.390602768771498, 0.368917497948318,
#> 0.311459775416172, 0.333469204159418, 0.388366534483023, 0.435516880496001,
#> 0.428889237840798, 0.477144093125362, 0.496501246981229, 0.483585652499014,
#> 0.60449318338691, 0.49592396237439, 0.422010906735473, 0.533580240108517,
#> 0.345291951190271, 0.367881336891069, 0.408307724071831, 0.381349541421023,
#> 0.473108521510553, 0.474206032634362, 0.365750779164367, 0.408579575662278,
#> 0.545669432769359, 0.381453476691517, 0.380387561550171, 0.328709207941644,
#> 0.469509583377682, 0.413586022529603, 1, 0.392986753155919, 0.318513052642111,
#> 0.430526577958305, 0.400086030411038, 0.380046358370499, 0.379041818296326,
#> 0.302432701611648, 0.374839581245061, 0.302516247740733, 0.332776037441329,
#> 0.387439332854625, 0.324521709014269, 0.319726974213025, 0.380961547526907,
#> 0.446438598455413, 0.328013242959724, 0.410956432840916, 0.250593345290622,
#> 0.404872021235393, 0.415903958660447, 0.273960978731569, 0.419553076878911,
#> 0.315900822154472, 0.316272881150192, 0.31330746174234, 0.367941489746389,
#> 0.317565183243848, 0.455307231114313, 0.368405605560271, 0.375241782814538,
#> 0.304712449178436, 0.372759104487056, 0.350281359625067, 0.327575917466901,
#> 0.272233754542642, 0.364256073935596, 0.530958211049403, 0.365756537254274,
#> 0.411626745825912, 0.330571502574001, 0.344019725054554, 0.359621482708548,
#> 0.412810268428612, 0.521336769306669, 0.309768150154438, 0.459584014398957,
#> 0.581694448567174, 0.326554803926317, 0.331650112159327, 0.490377484761955,
#> 0.465975957374673, 0.500546914397336, 0.391246235064154, 0.398467427293971,
#> 0.37381004446258, 0.381671389915327, 0.42097525656462, 0.455848726844924,
#> 0.387509515645182, 0.388519842894635, 0.513377933290882, 0.403725465193823,
#> 0.44275843027313, 0.335708682899859, 0.432637332753831, 0.403484782560363,
#> 0.500037453853199, 0.306255117373889, 0.362182179791726, 0.550781698690463,
#> 0.372034071782699, 0.347903359440254, 0.485659534385573, 0.365759688500774,
#> 0.412343446496988, 0.331048832841031, 0.535854793312779, 0.335076865507319,
#> 0.501026716515338, 0.392986753155919, 1, 0.415910860053194, 0.375660000406649,
#> 0.471528577731051, 0.350769641532893, 0.381044059261869, 0.406877890208221,
#> 0.375832813290908, 0.366990307799269, 0.399585410419205, 0.358349374608137,
#> 0.614703054944532, 0.31003016496842, 0.431605225734592, 0.398397191491304,
#> 0.33327327675739, 0.447361674754558, 0.475587274326823, 0.334136333667558,
#> 0.451943065234535, 0.369830504590483, 0.314299737336491, 0.359484172195473,
#> 0.393867051781244, 0.278498379218654, 0.374708174805249, 0.463711032245604,
#> 0.325868716484441, 0.265995354970575, 0.315414259804974, 0.448831636658084,
#> 0.419680721750101, 0.526820726953283, 0.302011982364922, 0.330019254006709,
#> 0.476588617072315, 0.305770434808542, 0.480930125886665, 0.39817895577648,
#> 0.314595066665162, 0.259150328494635, 0.615631838427066, 0.480208383026977,
#> 0.362350824888224, 0.593167181392448, 0.37725884824435, 0.376641341581748,
#> 0.417108045887889, 0.330108688322824, 0.443812980225963, 0.468245380025249,
#> 0.350986218993299, 0.368947098995955, 0.337537847439317, 0.402873580885758,
#> 0.391034363014213, 0.359920230346618, 0.397442734512335, 0.422153415892744,
#> 0.548569899340908, 0.374012661210481, 0.36630134240601, 0.358343269898533,
#> 0.478295724623269, 0.581075694235791, 0.322841118688872, 0.448171620997276,
#> 0.382107092538649, 0.348518483489466, 0.41255885782889, 0.475775564651962,
#> 0.723745574687006, 0.308196839307239, 0.410200581855578, 0.310029748187604,
#> 0.336720819325917, 0.274316903685232, 0.271799942798315, 0.305454397642265,
#> 0.318513052642111, 0.415910860053194, 1, 0.34467113776067, 0.385124529889154,
#> 0.350977305141727, 0.285401819581565, 0.412988433083562, 0.449863039401753,
#> 0.365071984928279, 0.524528687505001, 0.266209488602393, 0.411418602516052,
#> 0.404857791379788, 0.423936433341379, 0.327020712129417, 0.407905255204169,
#> 0.331906514074324, 0.425289355435228, 0.328170467114496, 0.373220193212285,
#> 0.53692656894402, 0.4659547212616, 0.434594550024854, 0.325752916342612,
#> 0.448996247703315, 0.411577704737288, 0.340537348776972, 0.293350278818835,
#> 0.389556095335485, 0.340729236199218, 0.411975541020917, 0.341820397720651,
#> 0.391774672473635, 0.488808556149702, 0.533704432635722, 0.388713465175844,
#> 0.407342670011896, 0.325542643811238, 0.357957329958789, 0.469328689772682,
#> 0.418354263418598, 0.554443997397713, 0.362288841175058, 0.43698774710047,
#> 0.4837429273472, 0.28240100727374, 0.309784739599167, 0.337306325568983,
#> 0.364091322287253, 0.43495513899775, 0.342719174698309, 0.288765267689452,
#> 0.302421931472651, 0.489607817075131, 0.409214822434001, 0.470154029812578,
#> 0.327360176204881, 0.321256537197294, 0.310475622025599, 0.367687328283307,
#> 0.333479007786109, 0.328847935715161, 0.290323983483909, 0.291186116268601,
#> 0.265130222491901, 0.4679320027404, 0.333142885075431, 0.382475485430971,
#> 0.417139554812182, 0.334939931687784, 0.385227983899825, 0.401602135540806,
#> 0.407294003661846, 0.332683128918231, 0.372228735842672, 0.440986670739622,
#> 0.408431946900196, 0.304802333120012, 0.349017890107161, 0.430526577958305,
#> 0.375660000406649, 0.34467113776067, 1, 0.382918934857695, 0.401772668306861,
#> 0.314432942030982, 0.492482559518959, 0.464737137499658, 0.222147567588234,
#> 0.408767448975862, 0.346889879885096, 0.280628377663678, 0.320005079034428,
#> 0.362568432223514, 0.374921334162876, 0.563391583209318, 0.445189859354657,
#> 0.350718221980425, 0.34121261057778, 0.43099274147123, 0.506743267501525,
#> 0.487881447164251, 0.268517741480826, 0.327976246852664, 0.322968139648067,
#> 0.460701035519602, 0.356624049976466, 0.398475174618697, 0.274864172472866,
#> 0.316794507064853, 0.233744877217029, 0.351508401290248, 0.389003377818851,
#> 0.34713566352758, 0.463847158048146, 0.348468911972966, 0.413750214427101,
#> 0.356297221761085, 0.395692240022945, 0.331497595221857, 0.435843728928746,
#> 0.375795294171585, 0.410156133974865, 0.335944922679453, 0.326441236491444,
#> 0.421094433765752, 0.351880196440535, 0.230706300231855, 0.325468654504561,
#> 0.341567055405118, 0.324017782874939, 0.441564731165452, 0.381526767808769,
#> 0.420771753044379, 0.599377406788531, 0.483965291965214, 0.475908842428256,
#> 0.316286117934225, 0.356873284986484, 0.249573445738867, 0.361807640601336,
#> 0.375182058831797, 0.4039913619934, 0.5131614408267, 0.487744959238963,
#> 0.420374231781911, 0.443091233909722, 0.355873408909633, 0.282350425038998,
#> 0.349947441872017, 0.317537376495422, 0.36286650186218, 0.380729639969154,
#> 0.28342747211358, 0.384254675119339, 0.382421026820118, 0.30684528923731,
#> 0.308426436379655, 0.509921205029184, 0.400086030411038, 0.471528577731051,
#> 0.385124529889154, 0.382918934857695, 1, 0.317907445568652, 0.290231961960583,
#> 0.484165592638396, 0.34748620055742, 0.3965895837788, 0.369385471713174,
#> 0.387340478669784, 0.411580336744455, 0.280381489987677, 0.361282585484033,
#> 0.366181336182675, 0.37376106046962, 0.281350896401429, 0.397585622697654,
#> 0.374129372520103, 0.445661526546176, 0.37652181437701, 0.319719650951706,
#> 0.387162410675009, 0.469886044187511, 0.232495921248083, 0.258411640763529,
#> 0.346332209226531, 0.301867364969608, 0.245222493781727, 0.418204274038684,
#> 0.40362181601355, 0.424468477370532, 0.393554522796673, 0.300980434271743,
#> 0.227916364501501, 0.394694506214261, 0.342723967212372, 0.575334888849873,
#> 0.302838120747593, 0.264940576952875, 0.349453910355288, 0.518011385693483,
#> 0.365908793047201, 0.403511677420934, 0.366785347387085, 0.382656562793703,
#> 0.347123668684928, 0.409063022079376, 0.329149722498838, 0.408022971190359,
#> 0.391245143046274, 0.295784835540812, 0.281060815916925, 0.310685837586346,
#> 0.410751319347122, 0.361902004119075, 0.480144808277888, 0.359662136750635,
#> 0.554290302751208, 0.37890863115681, 0.496434875643873, 0.451128498678938,
#> 0.401430992520141, 0.426687880968647, 0.486030234004545, 0.474048105349182,
#> 0.340733065490178, 0.460673049897194, 0.381823530818716, 0.379346719439158,
#> 0.574207070091408, 0.484295654824329, 0.379777072524846, 0.41496279068546,
#> 0.382298141935741, 0.281654502278279, 0.51767821237974, 0.480573534188453,
#> 0.470172652951768, 0.380046358370499, 0.350769641532893, 0.350977305141727,
#> 0.401772668306861, 0.317907445568652, 1, 0.325558402676566, 0.332101615109489,
#> 0.290710933869146, 0.392073834611027, 0.343725031025768, 0.602851536731368,
#> 0.418458695368388, 0.399650059282763, 0.483946937946185, 0.568102295444673,
#> 0.465589316809395, 0.380373192229442, 0.399240065135103, 0.379659872281395,
#> 0.339444017566204, 0.381721879273886, 0.341436408190104, 0.338209171134191,
#> 0.410880314387401, 0.497305367774806, 0.28104267705102, 0.398782648264589,
#> 0.238370143758048, 0.533135348681061, 0.361750158607058, 0.261716978799001,
#> 0.353982251020056, 0.387572127206177, 0.381983630605924, 0.434329296616931,
#> 0.486824744496607, 0.443628268658335, 0.35422458702894, 0.284121941158549,
#> 0.482434935440698, 0.591704437298377, 0.238785605011167, 0.487393432355827,
#> 0.417098639634958, 0.382913279445916, 0.366656540275299, 0.46991322556319,
#> 0.508121460465292, 0.735009480011715, 0.292383609339377, 0.438782597067611,
#> 0.402107333659727, 0.421816833904039, 0.352092583526628, 0.261977604812579,
#> 0.298144044033333, 0.349791571763241, 0.453927620830038, 0.391469768554015,
#> 0.46100784630305, 0.566869670930637, 0.418471296437582, 0.376192199659859,
#> 0.516912541773218, 0.450308506183777, 0.404953626923935, 0.284996700959835,
#> 0.443702528854909, 0.407143924959677, 0.397940662173032, 0.504847573771035,
#> 0.276631266836178, 0.379321506578867, 0.380367751939629, 0.352228984039438,
#> 0.472965026540509, 0.40864437432415, 0.577666595278293, 0.417191420433214,
#> 0.379041818296326, 0.381044059261869, 0.285401819581565, 0.314432942030982,
#> 0.290231961960583, 0.325558402676566, 1, 0.251377743152033, 0.260717549061226,
#> 0.346002882811865, 0.282232357823356, 0.336361134807106, 0.292254360713723,
#> 0.254770365819841, 0.320623206005011, 0.290682206002399, 0.270357208828322,
#> 0.540945165839342, 0.27687470510523, 0.425319517903376, 0.300680383131666,
#> 0.248034121272309, 0.32496756402521, 0.278081762491872, 0.227948805224858,
#> 0.304057622400424, 0.371857221367961, 0.343610064379674, 0.452289798621997,
#> 0.420612233835913, 0.234385777251196, 0.311367358559308, 0.394550901847696,
#> 0.295119743992374, 0.278445934973412, 0.339523618596246, 0.278630425575028,
#> 0.294136267415772, 0.348313044147775, 0.407288823073509, 0.388458136109912,
#> 0.246995162490703, 0.310268441542218, 0.431524797588469, 0.356822592279385,
#> 0.384448685965115, 0.452095383840826, 0.438043957446118, 0.383748643214233,
#> 0.328741718578797, 0.602386519917471, 0.445408874058154, 0.420061149819138,
#> 0.366216415744715, 0.480008338257871, 0.363967748936551, 0.321668105377105,
#> 0.315853694699752, 0.45398149259958, 0.213402764451194, 0.346638408647925,
#> 0.411089014332272, 0.422813392817624, 0.275487359843824, 0.313705990837665,
#> 0.440456882708169, 0.223314066482534, 0.372985883077935, 0.216605713279801,
#> 0.427776960033368, 0.446339835719163, 0.312819560416953, 0.300492932016696,
#> 0.339275959936866, 0.30373028357387, 0.314950449526419, 0.295010166358946,
#> 0.359916442079972, 0.198761216872614, 0.289450037639457, 0.302432701611648,
#> 0.406877890208221, 0.412988433083562, 0.492482559518959, 0.484165592638396,
#> 0.332101615109489, 0.251377743152033, 1, 0.470194211891515, 0.388993337998978,
#> 0.288699226882509, 0.3787574759031, 0.334139633200304, 0.336767315023211,
#> 0.322141437828691, 0.336409360133819, 0.409138820429015, 0.260101429238462,
#> 0.359647102004715, 0.268007055760024, 0.356208883046581, 0.335024763399978,
#> 0.465028683889914, 0.437845085284353, 0.359419400674482, 0.300314555514952,
#> 0.334092378043591, 0.305180576992151, 0.250022472646199, 0.243636727145526,
#> 0.332968213980345, 0.340605018411189, 0.362589566325225, 0.393991362383956,
#> 0.443262315860819, 0.364656718522413, 0.267243738689032, 0.289587581933794,
#> 0.433067824828222, 0.351580305043688, 0.251526994520144, 0.415319377568686,
#> 0.443628222824934, 0.360362169173395, 0.36298930585668, 0.489062124184764,
#> 0.402463771970407, 0.339623831300953, 0.248524519575932, 0.290888636161294,
#> 0.324734727972405, 0.232162536575124, 0.297095268954216, 0.284399376281491,
#> 0.34082820667502, 0.464846090439553, 0.391937934251919, 0.419990386482465,
#> 0.330847284836182, 0.362045446575015, 0.254319548249652, 0.362371746560285,
#> 0.357580201723666, 0.310676914259495, 0.399015306050853, 0.370649362568647,
#> 0.3166573847724, 0.386375451716278, 0.377882766387227, 0.413787139911591,
#> 0.290927259438583, 0.331939545695846, 0.50422609814784, 0.28253062960655,
#> 0.230092382301212, 0.320946327390602, 0.230936899495431, 0.338199471461066,
#> 0.264110898334369, 0.38257718332543, 0.374839581245061, 0.375832813290908,
#> 0.449863039401753, 0.464737137499658, 0.34748620055742, 0.290710933869146,
#> 0.260717549061227, 0.470194211891515, 1, 0.388656166875683, 0.496902160194171,
#> 0.366367218487238, 0.281751882867108, 0.554614598967985, 0.427559285568781,
#> 0.37363869826318, 0.448055129719514, 0.304110947559605, 0.469973114292829,
#> 0.373757439400589, 0.368187046410731, 0.602109181445182, 0.584904052434822,
#> 0.443914150754204, 0.366369639926776, 0.435124493306157, 0.480526342053624,
#> 0.413204740204094, 0.413573049701533, 0.319999758874196, 0.454297245782787,
#> 0.31365666886667, 0.506531677962329, 0.398059862058366, 0.571720758658555,
#> 0.458955383426273, 0.377742520279471, 0.389946201942976, 0.318075506679986,
#> 0.541362022682149, 0.347577482354015, 0.426444918189553, 0.506535200239036,
#> 0.349614768686803, 0.301783082559232, 0.396073790651545, 0.389341880751072,
#> 0.376933877034466, 0.212811890448339, 0.313209879088052, 0.383125736317157,
#> 0.266959665841332, 0.394081363651608, 0.371086227747563, 0.416507913526805,
#> 0.542126606639512, 0.628453850209342, 0.434457255475498, 0.428577331586622,
#> 0.323807772524071, 0.307417613381848, 0.27135676988294, 0.453369965902368,
#> 0.544310330066021, 0.347758410428046, 0.329306656887645, 0.418065279766969,
#> 0.493160752254244, 0.408902255257007, 0.348115746278516, 0.474900796435077,
#> 0.293342107130697, 0.445187103511161, 0.450322681639694, 0.452099569709205,
#> 0.5106410370964, 0.418839411551192, 0.30521434525235, 0.385725052042237,
#> 0.385147069870797, 0.302516247740733, 0.366990307799269, 0.365071984928279,
#> 0.222147567588234, 0.3965895837788, 0.392073834611027, 0.346002882811865,
#> 0.388993337998978, 0.388656166875683, 1, 0.304883564656865, 0.546479794715661,
#> 0.349986456263039, 0.496915352805478, 0.307347867437007, 0.441779419952379,
#> 0.260396959426246, 0.270108377641329, 0.452045182789368, 0.45637854852365,
#> 0.2290288941421, 0.31627431084107, 0.269848767907816, 0.697287460883801,
#> 0.389339573166475, 0.342402574250365, 0.260110897851096, 0.386027600350651,
#> 0.285035517550642, 0.466451672890626, 0.385741894305016, 0.403061818474825,
#> 0.397330288202251, 0.292637958765689, 0.377378595445402, 0.281515046674478,
#> 0.334783391807106, 0.312863070997692, 0.450943229552596, 0.383994213569658,
#> 0.308015516815277, 0.353655582512485, 0.331197968647111, 0.349194694074768,
#> 0.372137241871555, 0.510874285408569, 0.414049291839862, 0.490296401667784,
#> 0.505675304647678, 0.456218325958986, 0.342492018007418, 0.325990130552539,
#> 0.30963038017649, 0.325655745612696, 0.355325954071787, 0.243162888796521,
#> 0.410456243396994, 0.359600475729737, 0.648298975435923, 0.343392119492945,
#> 0.47085404349107, 0.379431848182484, 0.341495163205382, 0.363278988604204,
#> 0.326506043522446, 0.368995883996268, 0.29885074482016, 0.328375389817989,
#> 0.320719254806406, 0.63590593814568, 0.388320966849829, 0.485377306497756,
#> 0.376555850181019, 0.472981669554356, 0.387530100949272, 0.387980994775498,
#> 0.319601042021846, 0.30043876641792, 0.374699560622569, 0.411358514972985,
#> 0.332776037441329, 0.399585410419205, 0.524528687505001, 0.408767448975862,
#> 0.369385471713174, 0.343725031025768, 0.282232357823356, 0.288699226882509,
#> 0.496902160194171, 0.304883564656865, 1, 0.238152920256101, 0.418073944947556,
#> 0.452665084285299, 0.39384560436202, 0.369889168531598, 0.604732614851353,
#> 0.403764195993824, 0.478860791456117, 0.381607698351791, 0.552413780838304,
#> 0.562789933112932, 0.445175665144033, 0.295832603536836, 0.269478187811027,
#> 0.405926654203077, 0.448968249167581, 0.425397735262595, 0.380674959896228,
#> 0.367019306285042, 0.511847934796428, 0.292048105251729, 0.407589827365633,
#> 0.476267029752138, 0.431445369525712, 0.51368802859456, 0.464840973367378,
#> 0.381148736330239, 0.239184669437354, 0.427931301748117, 0.382732073581225,
#> 0.435736867828447, 0.443882937960935, 0.368154321991182, 0.256189777911076,
#> 0.36059233882425, 0.288911475998044, 0.270487582911848, 0.320143946518584,
#> 0.301178296397193, 0.429496941609964, 0.440739764545928, 0.294531272833039,
#> 0.409735088786039, 0.559831941386742, 0.445710695220829, 0.525992600706676,
#> 0.406811318797635, 0.346020395685611, 0.303698633717682, 0.381462557551159,
#> 0.335905899932523, 0.463835535466868, 0.462692173531394, 0.410769598583539,
#> 0.43098715752057, 0.473628298672985, 0.305962226109383, 0.458539766525818,
#> 0.388142517593111, 0.419663176414728, 0.460480828795242, 0.354726212160339,
#> 0.506647601049178, 0.509081053400796, 0.603067573139356, 0.469715078932201,
#> 0.515820236829057, 0.376890559905051, 0.442233408345253, 0.387439332854625,
#> 0.358349374608137, 0.266209488602393, 0.346889879885096, 0.387340478669784,
#> 0.602851536731368, 0.336361134807106, 0.3787574759031, 0.366367218487238,
#> 0.546479794715661, 0.238152920256101, 1, 0.377587587687186, 0.381194650696237,
#> 0.47109919001948, 0.505819912520152, 0.329394955972911, 0.347809459519769,
#> 0.403159088638316, 0.432120975398274, 0.284141213834657, 0.364121628180665,
#> 0.285505191479263, 0.419521658540422, 0.509664449297325, 0.399722164586259,
#> 0.250016906931612, 0.436190390813761, 0.278791336199783, 0.448514020573683,
#> 0.358411646436545, 0.322828438385777, 0.412382403184275, 0.329309889992444,
#> 0.385377717473059, 0.27123776248215, 0.417981033065421, 0.402477008449136,
#> 0.535127160455276, 0.369158895079158, 0.326511518150856, 0.406613499717801,
#> 0.241389000375936, 0.400685610856717, 0.362637747988053, 0.338450298146539,
#> 0.429889225281025, 0.568228181926625, 0.450228231051411, 0.627040750235565,
#> 0.298059177351046, 0.3397288368105, 0.481030041728142, 0.417909314324061,
#> 0.281007880585482, 0.282949339406425, 0.38717055981968, 0.367588355128438,
#> 0.547018163134355, 0.448638084375754, 0.379612856675876, 0.471030659029421,
#> 0.391120171093604, 0.417038141022725, 0.49366558383457, 0.423171150606698,
#> 0.409787494112627, 0.346620621973391, 0.399028554376079, 0.420912939016302,
#> 0.371316195634586, 0.431393721300009, 0.302093018443027, 0.405538763472933,
#> 0.365823318227962, 0.331812506140439, 0.374299602527, 0.452168236686609,
#> 0.365941685361772, 0.376282478509615, 0.324521709014269, 0.614703054944532,
#> 0.411418602516052, 0.280628377663678, 0.411580336744455, 0.418458695368388,
#> 0.292254360713723, 0.334139633200304, 0.281751882867108, 0.349986456263039,
#> 0.418073944947556, 0.377587587687186, 1, 0.372938580248534, 0.544406985391587,
#> 0.273207130858432, 0.347629781249023, 0.50860283181645, 0.45392914609527,
#> 0.349968896115364, 0.503393484561198, 0.321960149950814, 0.271235325983539,
#> 0.316885326754563, 0.383678564732709, 0.354783110628087, 0.325083734247408,
#> 0.397173492930323, 0.309799143797563, 0.349667214726887, 0.3239680277882,
#> 0.423000493350689, 0.313580136792292, 0.431732319651895, 0.339755323195912,
#> 0.417671467322015, 0.541998343896617, 0.336536392372005, 0.398160502022491,
#> 0.359716324681183, 0.360743425903523, 0.29892887214546, 0.459099275899205,
#> 0.391479797092175, 0.315109474315596, 0.548663872087298, 0.289279330614581,
#> 0.30691231598028, 0.515581289347275, 0.391153325770521, 0.382507126133738,
#> 0.489226074876956, 0.363726555344551, 0.420268041373918, 0.349380312075601,
#> 0.283293401270289, 0.276589255654641, 0.253153672312549, 0.32292764515335,
#> 0.392356690768743, 0.523013058538397, 0.421879008654445, 0.287208535160736,
#> 0.342945247703359, 0.509641096661912, 0.396078212543201, 0.334783650696306,
#> 0.288886623472363, 0.355915675341274, 0.323854778330884, 0.309281490813886,
#> 0.46653350920983, 0.52290504453792, 0.242046035277737, 0.391462039879293,
#> 0.281302151019769, 0.428473428002694, 0.279715543110161, 0.361383133785885,
#> 0.311971286319137, 0.319726974213025, 0.31003016496842, 0.404857791379788,
#> 0.320005079034428, 0.280381489987677, 0.399650059282763, 0.254770365819841,
#> 0.336767315023211, 0.554614598967985, 0.496915352805478, 0.452665084285299,
#> 0.381194650696237, 0.372938580248534, 1, 0.506768604570143, 0.419134970709015,
#> 0.399307682948609, 0.301035504432414, 0.390784878455606, 0.4494793243004,
#> 0.310869660470073, 0.489490367612219, 0.482139043433398, 0.49716773210648,
#> 0.337258474545306, 0.595722176702438, 0.462365481046482, 0.369322161235616,
#> 0.315063788752528, 0.448108931806008, 0.513040459640177, 0.278817377815117,
#> 0.452966338415207, 0.355600469622319, 0.501618770215126, 0.508647853975892,
#> 0.318796108129, 0.365630668596851, 0.279467292668076, 0.450957191716259,
#> 0.364393113895533, 0.569948635578195, 0.345341592433032, 0.365350138575902,
#> 0.329075740228078, 0.41005529003922, 0.360553251179239, 0.400554204436862,
#> 0.344702224499917, 0.386979647273893, 0.38610256258806, 0.322273318417254,
#> 0.345877335296494, 0.437573891663244, 0.451128285471062, 0.300839620554276,
#> 0.416151463598741, 0.419825949336752, 0.451361698477079, 0.238400412835531,
#> 0.414795102246611, 0.378676470391076, 0.337737720486394, 0.454106869293343,
#> 0.378782792213556, 0.361366590642294, 0.395849607894447, 0.302121958005627,
#> 0.376756403725892, 0.445761565751299, 0.394015112322236, 0.281738628819058,
#> 0.364304564814268, 0.397916210288526, 0.403996714636721, 0.505644755019546,
#> 0.455964515463539, 0.563692695265583, 0.366006828453918, 0.388377887069442,
#> 0.380961547526907, 0.431605225734592, 0.423936433341379, 0.362568432223514,
#> 0.361282585484033, 0.483946937946185, 0.320623206005011, 0.322141437828691,
#> 0.427559285568781, 0.307347867437007, 0.39384560436202, 0.47109919001948,
#> 0.544406985391587, 0.506768604570143, 1, 0.342724995420953, 0.396277732875327,
#> 0.492364723225395, 0.38660052975386, 0.397340517424931, 0.390714657650213,
#> 0.488515599678579, 0.385673233694611, 0.307018086509558, 0.371888861708392,
#> 0.459231618284237, 0.42050725514777, 0.366978127541255, 0.309528789767356,
#> 0.372517157758463, 0.399926166658417, 0.306240019215239, 0.392107110495857,
#> 0.399786472128519, 0.506858503361674, 0.490840289019164, 0.374796664650661,
#> 0.435400969314933, 0.422833999888816, 0.383517889565324, 0.384239219221164,
#> 0.499857136465446, 0.430159782868046, 0.489172508428788, 0.39341044231582,
#> 0.430602736422311, 0.396725908945665, 0.435916405357519, 0.340046772731747,
#> 0.481026903105596, 0.407716409408887, 0.459792541029308, 0.51787206145214,
#> 0.543880115584623, 0.372749868506308, 0.402949691556477, 0.38107580169861,
#> 0.311941917821226, 0.361294711946179, 0.259144057136443, 0.445851390119508,
#> 0.518392424872647, 0.326745560928764, 0.521361896462189, 0.43499503559161,
#> 0.371821381835539, 0.499770520374345, 0.307100632389808, 0.398894785668533,
#> 0.308593721604914, 0.400612324486576, 0.367541235573149, 0.379827415141869,
#> 0.27509709229752, 0.405335063575909, 0.320866498375269, 0.554775927042706,
#> 0.33886877859181, 0.373987562214272, 0.453592105329929, 0.446438598455413,
#> 0.398397191491304, 0.327020712129417, 0.374921334162876, 0.366181336182675,
#> 0.568102295444673, 0.290682206002399, 0.336409360133819, 0.37363869826318,
#> 0.441779419952379, 0.369889168531598, 0.505819912520152, 0.273207130858432,
#> 0.419134970709015, 0.342724995420953, 1, 0.441510310575694, 0.236547212448994,
#> 0.309538824804483, 0.404106393619143, 0.334680918575036, 0.362994514136501,
#> 0.35858364787462, 0.406060306771409, 0.367070974013662, 0.441676805419636,
#> 0.302265716718278, 0.370008008527836, 0.268777293195043, 0.438358692238881,
#> 0.544566128558796, 0.282373614832124, 0.495159929629511, 0.449125405558977,
#> 0.382957467365197, 0.283396472815008, 0.361844876496499, 0.390077887311403,
#> 0.364468607622544, 0.35298886171673, 0.272161360803041, 0.472114180503176,
#> 0.273422552562819, 0.370782303776224, 0.366644109086748, 0.313025997944705,
#> 0.396938039009714, 0.576937968346918, 0.335597932424392, 0.492760516691088,
#> 0.342539722298639, 0.386856087813584, 0.371792913435463, 0.471561824193026,
#> 0.364165556781825, 0.291467887361182, 0.500545895264301, 0.586256340833785,
#> 0.512801762269, 0.386873668572942, 0.329668664854608, 0.431398316165421,
#> 0.490966785169587, 0.407097711041437, 0.412658351416853, 0.579684333679792,
#> 0.407440582282367, 0.316840773010162, 0.543152610140293, 0.45197228492749,
#> 0.46481589299003, 0.462723011232396, 0.322507411701295, 0.580226854607985,
#> 0.484542848546121, 0.549744591183266, 0.303597238413508, 0.390045312273996,
#> 0.311100629384051, 0.368797382030146, 0.328013242959724, 0.33327327675739,
#> 0.407905255204169, 0.563391583209318, 0.37376106046962, 0.465589316809395,
#> 0.270357208828322, 0.409138820429015, 0.448055129719514, 0.260396959426246,
#> 0.604732614851353, 0.329394955972911, 0.347629781249023, 0.399307682948609,
#> 0.396277732875327, 0.441510310575694, 1, 0.344663476398892, 0.362769743598664,
#> 0.311173508604081, 0.50170914635989, 0.464270395506128, 0.499098904742979,
#> 0.222027669551503, 0.270263380928855, 0.40512062489819, 0.407463254616025,
#> 0.314725741058993, 0.3200491117845, 0.383682282017701, 0.457404770072384,
#> 0.284203598258052, 0.335560659831079, 0.468362769007438, 0.40151520390874,
#> 0.474350641172634, 0.388707112196217, 0.382879956904138, 0.27052821978654,
#> 0.436817779980323, 0.367611451172856, 0.645112400304719, 0.33592343962127,
#> 0.42281159024884, 0.312640488210629, 0.27523620102748, 0.303962612527806,
#> 0.337506310792876, 0.263655626439432, 0.34383819165659, 0.350526571702769,
#> 0.325228702905081, 0.444400258157982, 0.462082197217015, 0.467650086491401,
#> 0.51484569133763, 0.396441573223883, 0.4440516756488, 0.281252284071665,
#> 0.328301754206017, 0.285217713199745, 0.333546464860166, 0.456998922276843,
#> 0.450804525369104, 0.547865813527043, 0.468118670159985, 0.47327698290818,
#> 0.287262598614458, 0.46454250065471, 0.353037530794995, 0.416138944136462,
#> 0.417264394581524, 0.3245315122479, 0.419441926471505, 0.379951382711157,
#> 0.65715673846357, 0.3907797973546, 0.484955411334933, 0.482638729150752,
#> 0.444933268330446, 0.410956432840916, 0.447361674754558, 0.331906514074324,
#> 0.445189859354657, 0.281350896401429, 0.380373192229442, 0.540945165839342,
#> 0.260101429238462, 0.304110947559605, 0.270108377641329, 0.403764195993824,
#> 0.347809459519769, 0.50860283181645, 0.301035504432414, 0.492364723225395,
#> 0.236547212448994, 0.344663476398892, 1, 0.39862047493671, 0.453759202315259,
#> 0.421836003164899, 0.385354687074085, 0.327723198118042, 0.252729684285455,
#> 0.30684893197804, 0.345554650327847, 0.448775412219831, 0.437678502910705,
#> 0.454139081812111, 0.445461155851649, 0.237686065990228, 0.291468161815604,
#> 0.310140610080009, 0.359430960488366, 0.382583961829379, 0.504128246856049,
#> 0.433589652812741, 0.426563965338398, 0.334320754637959, 0.519729257957974,
#> 0.455759444236603, 0.29109461239068, 0.402472309358665, 0.534419124021276,
#> 0.303668084203123, 0.407322224553773, 0.369637545911692, 0.349822378783152,
#> 0.418764610430083, 0.346886529602227, 0.502870034952605, 0.575894364467512,
#> 0.549585834370757, 0.477965411954162, 0.430451298251969, 0.415595108277921,
#> 0.368433470776024, 0.285666622563618, 0.368220919743729, 0.26826009226358,
#> 0.412953099493023, 0.400592203428277, 0.338868720484813, 0.398371134849935,
#> 0.450138950236598, 0.386027932658677, 0.290322836050372, 0.424283899468619,
#> 0.264278384882089, 0.314697675773148, 0.409331855719335, 0.339419194517305,
#> 0.354793537610449, 0.291815803466797, 0.351730438231692, 0.275282042340735,
#> 0.52506721718627, 0.39072907035817, 0.342777739092931, 0.427304235665834,
#> 0.250593345290622, 0.475587274326823, 0.425289355435228, 0.350718221980425,
#> 0.397585622697654, 0.399240065135103, 0.27687470510523, 0.359647102004715,
#> 0.469973114292829, 0.452045182789368, 0.478860791456117, 0.403159088638316,
#> 0.45392914609527, 0.390784878455606, 0.38660052975386, 0.309538824804483,
#> 0.362769743598664, 0.39862047493671, 1, 0.400061458154173, 0.30434159928021,
#> 0.5324870901472, 0.342978610288689, 0.449231907859241, 0.450379899079838,
#> 0.336356948843215, 0.337823428216431, 0.550839120545074, 0.383532369330718,
#> 0.362505578685889, 0.311547041230982, 0.280691790080626, 0.431149280259077,
#> 0.372149407487183, 0.396492924887664, 0.395865772971309, 0.563178449374572,
#> 0.38243006024353, 0.352933151478263, 0.496448562341188, 0.448587252058244,
#> 0.342917303840621, 0.429754799681797, 0.334835430025997, 0.321192011279925,
#> 0.435040657074942, 0.273667498773833, 0.28785268055881, 0.448847779023584,
#> 0.410937969006872, 0.328549521828877, 0.314899102670365, 0.259185929341531,
#> 0.299121608975548, 0.300395935133204, 0.358171201295993, 0.348818312064506,
#> 0.267091560268182, 0.4508006938725, 0.341714781701966, 0.535205629839609,
#> 0.303572627582719, 0.399230201014905, 0.392331687540939, 0.370592337588674,
#> 0.370461172858898, 0.382237395312513, 0.3937356733631, 0.34282825942826,
#> 0.41482200028028, 0.350992813982195, 0.488430576809293, 0.344860893415085,
#> 0.399389222688474, 0.440498556978331, 0.319521632185001, 0.483736450253182,
#> 0.311128133717302, 0.45870212021471, 0.499359998664226, 0.404872021235393,
#> 0.334136333667558, 0.328170467114496, 0.34121261057778, 0.374129372520103,
#> 0.379659872281395, 0.425319517903376, 0.268007055760024, 0.373757439400589,
#> 0.45637854852365, 0.381607698351791, 0.432120975398274, 0.349968896115364,
#> 0.4494793243004, 0.397340517424931, 0.404106393619143, 0.311173508604081,
#> 0.453759202315259, 0.400061458154173, 1, 0.311259548134274, 0.384839759732213,
#> 0.369540468061246, 0.476941519301973, 0.435225158390046, 0.404150955547498,
#> 0.369842440529157, 0.467821928437434, 0.427525498014761, 0.454676165125829,
#> 0.383085294190161, 0.332612622829132, 0.544730663431927, 0.292822584098963,
#> 0.358957573806128, 0.38654871676431, 0.389839388347903, 0.419497157809494,
#> 0.476997293185591, 0.395827626284703, 0.429948992757419, 0.359164374524182,
#> 0.370248364334582, 0.411529291067831, 0.311092454313697, 0.443203457302703,
#> 0.477532774339088, 0.365857218657046, 0.521316589927437, 0.448183517075848,
#> 0.473638246401736, 0.533314049642846, 0.439497077799679, 0.378396963932304,
#> 0.384490915552719, 0.280210522213162, 0.480772221161718, 0.490287685120909,
#> 0.615471394367276, 0.367983505067162, 0.421831679831607, 0.492983725055865,
#> 0.509273803940795, 0.462749684480764, 0.341065782357945, 0.430798749334532,
#> 0.323968963433247, 0.34369534366813, 0.312295114914555, 0.518935332374415,
#> 0.347607791029657, 0.347755723244365, 0.295846398294935, 0.510157655267838,
#> 0.384289882372124, 0.41110715228175, 0.391518458150575, 0.367392644735001,
#> 0.325816008931656, 0.447083351093862, 0.415903958660447, 0.451943065234535,
#> 0.373220193212285, 0.43099274147123, 0.445661526546176, 0.339444017566204,
#> 0.300680383131666, 0.356208883046581, 0.368187046410731, 0.2290288941421,
#> 0.552413780838304, 0.284141213834657, 0.503393484561198, 0.310869660470073,
#> 0.390714657650213, 0.334680918575036, 0.50170914635989, 0.421836003164899,
#> 0.30434159928021, 0.311259548134274, 1, 0.343804325476379, 0.410918169267044,
#> 0.269694984215702, 0.396469677641507, 0.338760497629721, 0.386858892664024,
#> 0.432493109361025, 0.331680701548611, 0.253286842718288, 0.443963489562856,
#> 0.381830048083825, 0.365216638114938, 0.634598260258097, 0.44902408428381,
#> 0.392207482550111, 0.420508875743737, 0.33025953838819, 0.318701649174294,
#> 0.333397726439494, 0.358698379355542, 0.327044125057951, 0.41401883462504,
#> 0.453268105648901, 0.311303291890871, 0.331970600813693, 0.263451403178566,
#> 0.248061536494686, 0.349404648734373, 0.305332012680835, 0.390766878139448,
#> 0.435144503750425, 0.36016976807169, 0.412867338892506, 0.383859384825025,
#> 0.47280572193368, 0.354771596793931, 0.447551487065059, 0.281946588939569,
#> 0.426909875110078, 0.354581073510546, 0.365001258811869, 0.413785847467593,
#> 0.413309716760182, 0.483521828427689, 0.4244843266741, 0.386326307890134,
#> 0.290592893681001, 0.44648525020581, 0.292272572735296, 0.381816969093331,
#> 0.38321566422728, 0.469591794775152, 0.310432817081035, 0.457818624028545,
#> 0.445438384641301, 0.354467104665091, 0.358220229759581, 0.259707707256285,
#> 0.410976945677219, 0.273960978731569, 0.369830504590483, 0.53692656894402,
#> 0.506743267501525, 0.37652181437701, 0.381721879273886, 0.248034121272309,
#> 0.335024763399978, 0.602109181445182, 0.31627431084107, 0.562789933112932,
#> 0.364121628180665, 0.321960149950814, 0.489490367612219, 0.488515599678579,
#> 0.362994514136501, 0.464270395506128, 0.385354687074085, 0.5324870901472,
#> 0.384839759732213, 0.343804325476379, 1, 0.453551554405901, 0.322827732001597,
#> 0.358149472044299, 0.406265176053125, 0.40807385339482, 0.421015945220203,
#> 0.352047716413802, 0.384949115854676, 0.386287873883031, 0.234547362845549,
#> 0.451881169790271, 0.384064585077429, 0.441008558647201, 0.522087821197776,
#> 0.470835788115012, 0.38019721510381, 0.332224273119875, 0.439146780393773,
#> 0.395551786411962, 0.439863661324816, 0.494927523299807, 0.380298172159459,
#> 0.278646071524825, 0.337790609009294, 0.307562672058437, 0.307273976848832,
#> 0.290956892431849, 0.37469352380807, 0.324260303108575, 0.301837663922043,
#> 0.337616346556482, 0.388073294393515, 0.392263484257235, 0.464754955419906,
#> 0.591786504068479, 0.368264718333805, 0.344696395307757, 0.299141763594574,
#> 0.314793640241951, 0.280869734944391, 0.424335915180168, 0.460961594606343,
#> 0.456812540971694, 0.355130134424685, 0.573707880205944, 0.380185242141027,
#> 0.422860965087904, 0.2964680645278, 0.381326143168616, 0.347990818452783,
#> 0.359089689039512, 0.462291002197165, 0.461435850468781, 0.41100631941063,
#> 0.63168153369185, 0.341769071080947, 0.28328184059366, 0.361182950961471,
#> 0.419553076878911, 0.314299737336491, 0.4659547212616, 0.487881447164251,
#> 0.319719650951706, 0.341436408190104, 0.32496756402521, 0.465028683889914,
#> 0.584904052434822, 0.269848767907816, 0.445175665144033, 0.285505191479263,
#> 0.271235325983539, 0.482139043433398, 0.385673233694611, 0.35858364787462,
#> 0.499098904742979, 0.327723198118042, 0.342978610288689, 0.369540468061246,
#> 0.410918169267044, 0.453551554405901, 1, 0.374665681758016, 0.375603697032905,
#> 0.555418601257936, 0.521546952032774, 0.344126490552255, 0.388238646484391,
#> 0.355122457210548, 0.427962582911351, 0.283947502237568, 0.48135370321077,
#> 0.33942020502136, 0.481302920422873, 0.485871446726873, 0.280112456085335,
#> 0.367169244159156, 0.279556160208766, 0.506330872243746, 0.452970921593439,
#> 0.520472742759623, 0.383754723998515, 0.372616934792305, 0.345318232044968,
#> 0.31473970062398, 0.355399475732861, 0.343501934352209, 0.226738794615698,
#> 0.299297739710055, 0.478633744369861, 0.288721762132141, 0.373474371956843,
#> 0.353346269085983, 0.433475454069474, 0.538243157489203, 0.425858682889182,
#> 0.428275432611877, 0.328674748951128, 0.226734030124423, 0.296862694462026,
#> 0.352331813352578, 0.542732461683978, 0.402065078065986, 0.296033540041961,
#> 0.343439887861627, 0.374954516615661, 0.365093513519707, 0.393150024739596,
#> 0.404859359354328, 0.42637853503909, 0.222192229251472, 0.337140763574508,
#> 0.410291434203804, 0.307062597084097, 0.438879480875573, 0.329819589171928,
#> 0.237148085799827, 0.286411950019934, 0.332330929770595, 0.315900822154472,
#> 0.359484172195473, 0.434594550024854, 0.268517741480826, 0.387162410675009,
#> 0.338209171134191, 0.278081762491872, 0.437845085284353, 0.443914150754204,
#> 0.697287460883801, 0.295832603536836, 0.419521658540422, 0.316885326754563,
#> 0.49716773210648, 0.307018086509558, 0.406060306771409, 0.222027669551503,
#> 0.252729684285455, 0.449231907859241, 0.476941519301973, 0.269694984215702,
#> 0.322827732001597, 0.374665681758016, 1, 0.558363078367985, 0.414136796455183,
#> 0.343476367561238, 0.444513741980123, 0.250493447892904, 0.32137312680866,
#> 0.367241849473395, 0.376752327484578, 0.441362538715583, 0.363566208539009,
#> 0.466666681251025, 0.325336006827325, 0.300892640091062, 0.367326244685529,
#> 0.427052576450417, 0.340421259413482, 0.354018568054305, 0.34457446998948,
#> 0.397841180016369, 0.306133457058513, 0.394882457976065, 0.545803116692466,
#> 0.365396133875351, 0.380992946570507, 0.425737336112635, 0.452114548955364,
#> 0.393026205186364, 0.342291052767804, 0.269758299528167, 0.232651999774707,
#> 0.317517377260068, 0.311382079421782, 0.407232410557629, 0.431796663750832,
#> 0.615463216546376, 0.364132100518772, 0.432788407990756, 0.388700497244052,
#> 0.325289475171954, 0.324868661622996, 0.250090689488044, 0.317258565277064,
#> 0.304082388172547, 0.373227250280658, 0.368119543096423, 0.583565593660938,
#> 0.331608637506481, 0.369760315158131, 0.412821868938147, 0.38947534095156,
#> 0.325324256618186, 0.302646833789975, 0.290220669918347, 0.348654624942116,
#> 0.259495161702682, 0.489549622766259, 0.316272881150192, 0.393867051781244,
#> 0.325752916342612, 0.327976246852664, 0.469886044187511, 0.410880314387401,
#> 0.227948805224858, 0.359419400674482, 0.366369639926776, 0.389339573166475,
#> 0.269478187811027, 0.509664449297325, 0.383678564732709, 0.337258474545306,
#> 0.371888861708392, 0.367070974013662, 0.270263380928855, 0.30684893197804,
#> 0.450379899079838, 0.435225158390046, 0.396469677641507, 0.358149472044299,
#> 0.375603697032905, 0.558363078367985, 1, 0.413824714948328, 0.310916018616539,
#> 0.488821071566753, 0.251437044647995, 0.264795254169656, 0.331920351830714,
#> 0.375632998200367, 0.438687442554337, 0.361308322436632, 0.421758415375982,
#> 0.268390407480065, 0.404457686475825, 0.406709528509027, 0.520079827223356,
#> 0.308402252223664, 0.39169166025256, 0.312963637276736, 0.360281200539121,
#> 0.370304981704165, 0.324063831493437, 0.335285309590581, 0.272651516247384,
#> 0.312055134642115, 0.425952618729828, 0.499248324336144, 0.292836022829643,
#> 0.341128268162209, 0.32780276348942, 0.281259808504351, 0.195431396947066,
#> 0.34317410233936, 0.336418191298172, 0.43219970600212, 0.379489897318938,
#> 0.487994578503456, 0.431318198079564, 0.38754403977463, 0.394829777152638,
#> 0.43486492986337, 0.334062484095023, 0.347854270438445, 0.336906975481074,
#> 0.306467681480382, 0.4898909924884, 0.325841481306163, 0.298688326257451,
#> 0.368836892874469, 0.371570311025362, 0.292452461811067, 0.35600172783787,
#> 0.274321530991799, 0.29108548343654, 0.315537257438586, 0.406460536208001,
#> 0.395653728069332, 0.31330746174234, 0.278498379218654, 0.448996247703315,
#> 0.322968139648067, 0.232495921248083, 0.497305367774806, 0.304057622400424,
#> 0.300314555514953, 0.435124493306157, 0.342402574250365, 0.405926654203077,
#> 0.399722164586259, 0.354783110628087, 0.595722176702438, 0.459231618284237,
#> 0.441676805419636, 0.40512062489819, 0.345554650327847, 0.336356948843215,
#> 0.404150955547498, 0.338760497629721, 0.406265176053125, 0.555418601257936,
#> 0.414136796455183, 0.413824714948328, 1, 0.435961590064584, 0.417266273310657,
#> 0.280683963736134, 0.543150041719903, 0.389058668357998, 0.25932655900106,
#> 0.392073479134479, 0.383066610233026, 0.573292538242448, 0.585439987727117,
#> 0.363272646442204, 0.44342876580595, 0.243148693497516, 0.406710541008148,
#> 0.521219941844015, 0.574969464128492, 0.254791915352687, 0.358620415133597,
#> 0.314144282673545, 0.335761571375747, 0.274178259621902, 0.362291415626044,
#> 0.32941688084484, 0.516721669886213, 0.435217938565792, 0.385952778085646,
#> 0.35868558591492, 0.411803596052156, 0.46544564170801, 0.318905639955224,
#> 0.376512404617853, 0.355290939781897, 0.328554522178847, 0.274977325974856,
#> 0.322896034271813, 0.38539083215495, 0.368367550505452, 0.33522658760505,
#> 0.293411382299235, 0.311956951518727, 0.335514967683995, 0.288929294808402,
#> 0.472748533996821, 0.362572767392312, 0.318757167626075, 0.266144800866023,
#> 0.248049311187622, 0.330370956943996, 0.367552608161444, 0.395264750122919,
#> 0.431899774701825, 0.290392346635065, 0.336906384361154, 0.298104063316705,
#> 0.367941489746389, 0.374708174805249, 0.411577704737288, 0.460701035519602,
#> 0.258411640763529, 0.28104267705102, 0.371857221367961, 0.334092378043591,
#> 0.480526342053624, 0.260110897851096, 0.448968249167581, 0.250016906931612,
#> 0.325083734247408, 0.462365481046482, 0.42050725514777, 0.302265716718278,
#> 0.407463254616025, 0.448775412219831, 0.337823428216431, 0.369842440529157,
#> 0.386858892664024, 0.40807385339482, 0.521546952032774, 0.343476367561238,
#> 0.310916018616539, 0.435961590064584, 1, 0.355719946884752, 0.50000142719828,
#> 0.289250655665415, 0.345524993187688, 0.232711710269454, 0.394691641748095,
#> 0.384839640184113, 0.445701303674638, 0.606636075615504, 0.301953952804964,
#> 0.389021429357059, 0.32766390792836, 0.525359179271511, 0.335706014466379,
#> 0.393702370440448, 0.415104766005392, 0.399011844069737, 0.405922211927347,
#> 0.339273981085236, 0.371779130511461, 0.342599022110948, 0.249284584320093,
#> 0.292961226064575, 0.496601701743626, 0.35353720896102, 0.338478490883685,
#> 0.389811706096423, 0.485372471757046, 0.50052076866774, 0.460123806575606,
#> 0.393910464604804, 0.330088809600861, 0.201028266597369, 0.295165313868178,
#> 0.320545983380546, 0.304910025973563, 0.447956119933341, 0.357744981105928,
#> 0.345725615314069, 0.371773918272653, 0.453435297770301, 0.346356449861236,
#> 0.301648240914803, 0.44019839175503, 0.267697903224065, 0.404343652751355,
#> 0.332934534252992, 0.30592721490529, 0.361974131170079, 0.369440200786908,
#> 0.422034303486742, 0.444849378514813, 0.552042640704288, 0.317565183243848,
#> 0.463711032245604, 0.340537348776972, 0.356624049976466, 0.346332209226531,
#> 0.398782648264589, 0.343610064379674, 0.305180576992151, 0.413204740204094,
#> 0.386027600350651, 0.425397735262595, 0.436190390813761, 0.397173492930323,
#> 0.369322161235616, 0.366978127541255, 0.370008008527836, 0.314725741058993,
#> 0.437678502910705, 0.550839120545074, 0.467821928437434, 0.432493109361025,
#> 0.421015945220203, 0.344126490552255, 0.444513741980123, 0.488821071566753,
#> 0.417266273310657, 0.355719946884752, 1, 0.368848311998235, 0.38313900455573,
#> 0.363560579282196, 0.36177200816004, 0.499116105104223, 0.458189321673403,
#> 0.439108413061738, 0.398196679505394, 0.495382156828788, 0.400812349271745,
#> 0.366477398573485, 0.415934189609085, 0.52488989528032, 0.30195489716891,
#> 0.34788025902258, 0.377872981321219, 0.341158134278041, 0.43976108128303,
#> 0.300390667231912, 0.308757929541085, 0.527969550367132, 0.478453819736248,
#> 0.40347635983751, 0.493291039196273, 0.337671499521675, 0.352999305227081,
#> 0.360226655056668, 0.359876919254215, 0.401221175094431, 0.324414746625823,
#> 0.492530959285904, 0.481809532916343, 0.528683063455028, 0.398433219974373,
#> 0.426502113692021, 0.317978031513247, 0.377980428862148, 0.434222314674153,
#> 0.411744078623904, 0.478204895818209, 0.360410153588064, 0.426125217479972,
#> 0.355416573809354, 0.457159838814265, 0.403374182842975, 0.418273461175704,
#> 0.464813007153843, 0.340015876156542, 0.528915861487931, 0.292975685207096,
#> 0.452031212790657, 0.341129798306898, 0.455307231114313, 0.325868716484441,
#> 0.293350278818835, 0.398475174618697, 0.301867364969608, 0.238370143758048,
#> 0.452289798621997, 0.250022472646199, 0.413573049701533, 0.285035517550642,
#> 0.380674959896228, 0.278791336199783, 0.309799143797563, 0.315063788752528,
#> 0.309528789767356, 0.268777293195043, 0.3200491117845, 0.454139081812111,
#> 0.383532369330718, 0.427525498014761, 0.331680701548611, 0.352047716413802,
#> 0.388238646484391, 0.250493447892904, 0.251437044647995, 0.280683963736134,
#> 0.50000142719828, 0.368848311998235, 1, 0.379593451121283, 0.282687406838301,
#> 0.267076644976305, 0.418301847581187, 0.248988116025194, 0.29533817051819,
#> 0.367314628226493, 0.38729917225532, 0.388899938456027, 0.326653956251546,
#> 0.617711097550154, 0.352629199109068, 0.224020678274075, 0.358214185846149,
#> 0.327967336005875, 0.314557482559822, 0.271927088320976, 0.364371791774777,
#> 0.364095956219346, 0.30509734969065, 0.255571217592608, 0.447055446136856,
#> 0.302826151429413, 0.396406675636844, 0.456699758991073, 0.413870175628207,
#> 0.371771995000686, 0.413903388680237, 0.292701579697641, 0.407062086923829,
#> 0.232930320179806, 0.300280959034857, 0.274818562447768, 0.385601530955301,
#> 0.41546850168324, 0.304613031636533, 0.357084281627324, 0.34793942915906,
#> 0.449588156035568, 0.212284057992435, 0.28263441308188, 0.395546901963285,
#> 0.301548607799009, 0.285557287344639, 0.473406632108163, 0.387863644871929,
#> 0.413083090735272, 0.37262059761857, 0.376315711775927, 0.510832709557532,
#> 0.383671229026751, 0.368405605560271, 0.265995354970575, 0.389556095335485,
#> 0.274864172472866, 0.245222493781727, 0.533135348681061, 0.420612233835913,
#> 0.243636727145526, 0.319999758874196, 0.466451672890626, 0.367019306285042,
#> 0.448514020573683, 0.349667214726887, 0.448108931806008, 0.372517157758463,
#> 0.438358692238881, 0.383682282017701, 0.445461155851649, 0.362505578685889,
#> 0.454676165125829, 0.253286842718288, 0.384949115854676, 0.355122457210548,
#> 0.32137312680866, 0.264795254169656, 0.543150041719903, 0.289250655665415,
#> 0.38313900455573, 0.379593451121283, 1, 0.396975839579467, 0.326109356873419,
#> 0.397351190607804, 0.279746102161282, 0.413731887990021, 0.448124463951591,
#> 0.47688159438896, 0.420395874246457, 0.280575556538818, 0.473636057064962,
#> 0.542742657831203, 0.429012624790259, 0.263856350779501, 0.350668398551489,
#> 0.313210918190895, 0.342193881681873, 0.380874236238978, 0.534124894500633,
#> 0.457977058300529, 0.537505343743748, 0.404727566379142, 0.430859235832156,
#> 0.494547412248815, 0.573386704662407, 0.512948223981976, 0.247677344729349,
#> 0.373586370112839, 0.285643688885571, 0.467461859879145, 0.273245657819812,
#> 0.374530986368952, 0.403163718891418, 0.412983463302578, 0.298337982562431,
#> 0.322542020740587, 0.334361437946346, 0.386174857315258, 0.368267917287596,
#> 0.331732677006053, 0.468509365549755, 0.417723773770105, 0.392112128504146,
#> 0.232349501942854, 0.520613241964622, 0.467335247203666, 0.468188765895162,
#> 0.559686711493278, 0.312103333068191, 0.306124558082101, 0.340301011061464,
#> 0.375241782814538, 0.315414259804974, 0.340729236199218, 0.316794507064853,
#> 0.418204274038684, 0.361750158607058, 0.234385777251196, 0.332968213980345,
#> 0.454297245782787, 0.385741894305016, 0.511847934796428, 0.358411646436545,
#> 0.3239680277882, 0.513040459640177, 0.399926166658417, 0.544566128558796,
#> 0.457404770072384, 0.237686065990227, 0.311547041230982, 0.383085294190161,
#> 0.443963489562856, 0.386287873883031, 0.427962582911351, 0.367241849473395,
#> 0.331920351830714, 0.389058668357998, 0.345524993187688, 0.363560579282196,
#> 0.282687406838301, 0.396975839579467, 1, 0.383503003715923, 0.606258378590297,
#> 0.343928975946334, 0.409672616046072, 0.338153219590296, 0.308182970821945,
#> 0.292514263255568, 0.329642431364398, 0.334455296969878, 0.253910838901552,
#> 0.482982543254702, 0.316455986487854, 0.342204918141048, 0.30461722749079,
#> 0.297209042442308, 0.482146773019069, 0.427433360368669, 0.299221123499177,
#> 0.393184554859474, 0.37564577711532, 0.403102945977265, 0.346556078588551,
#> 0.534260680830266, 0.494099460574029, 0.315569296049149, 0.483912195077172,
#> 0.521583949511711, 0.447774801193888, 0.350364439280234, 0.362642538323649,
#> 0.478402659178458, 0.511762499128468, 0.42052311487379, 0.416063842342703,
#> 0.478425586899797, 0.504361182224125, 0.26454765505322, 0.611697889834996,
#> 0.466013661051159, 0.445844889819116, 0.414229193735424, 0.366836297160434,
#> 0.563749750270503, 0.568079076243822, 0.66746721265559, 0.376033909382026,
#> 0.372748968665539, 0.241346536101147, 0.308897247828379, 0.304712449178436,
#> 0.448831636658084, 0.411975541020917, 0.233744877217029, 0.40362181601355,
#> 0.261716978799001, 0.311367358559308, 0.340605018411189, 0.31365666886667,
#> 0.403061818474825, 0.292048105251729, 0.322828438385777, 0.423000493350689,
#> 0.278817377815117, 0.306240019215239, 0.282373614832124, 0.284203598258052,
#> 0.291468161815604, 0.280691790080626, 0.332612622829132, 0.381830048083825,
#> 0.234547362845549, 0.283947502237568, 0.376752327484578, 0.375632998200367,
#> 0.25932655900106, 0.232711710269454, 0.36177200816004, 0.267076644976305,
#> 0.326109356873419, 0.383503003715923, 1, 0.357322947569829, 0.298794649942582,
#> 0.330930975619523, 0.242027175939225, 0.338204073895738, 0.236183938089143,
#> 0.42600176822401, 0.30259830317693, 0.345850500926304, 0.21069858513108,
#> 0.403705732462811, 0.327744375014437, 0.254575033973386, 0.47182055993328,
#> 0.337062429747544, 0.337325832061667, 0.372645147438997, 0.347772421480202,
#> 0.353300591571909, 0.344853586923364, 0.412339319684426, 0.358121931504022,
#> 0.315571279086473, 0.289318506770526, 0.341379745236755, 0.343203313992363,
#> 0.352816904974161, 0.453308815019761, 0.384249439677031, 0.337250228811493,
#> 0.30072227564628, 0.258600109734493, 0.32064691817027, 0.324797237221558,
#> 0.295948595690197, 0.292645556430756, 0.323951183544186, 0.389677937871544,
#> 0.275207703750836, 0.359198453832465, 0.500695314477962, 0.323798020375994,
#> 0.34690582156228, 0.37853012907153, 0.255300252578959, 0.387561061595129,
#> 0.356246372693604, 0.459471132861081, 0.372759104487056, 0.419680721750101,
#> 0.341820397720651, 0.351508401290248, 0.424468477370532, 0.353982251020056,
#> 0.394550901847696, 0.362589566325225, 0.506531677962329, 0.397330288202251,
#> 0.407589827365633, 0.412382403184275, 0.313580136792292, 0.452966338415207,
#> 0.392107110495857, 0.495159929629511, 0.335560659831079, 0.310140610080009,
#> 0.431149280259077, 0.544730663431927, 0.365216638114938, 0.451881169790271,
#> 0.48135370321077, 0.441362538715583, 0.438687442554337, 0.392073479134479,
#> 0.394691641748095, 0.499116105104223, 0.418301847581187, 0.397351190607804,
#> 0.606258378590297, 0.357322947569829, 1, 0.32337860886027, 0.355202581455173,
#> 0.344412142667137, 0.344804510824693, 0.319457582953419, 0.390921748401552,
#> 0.41034434775638, 0.351921302554209, 0.350476506933604, 0.418614460540601,
#> 0.391271467803705, 0.301078534457894, 0.364668832510752, 0.592412753845123,
#> 0.466791196282107, 0.345165998018185, 0.384152901396251, 0.420391711328852,
#> 0.390163012299839, 0.359801759912027, 0.459442724529367, 0.383056536643754,
#> 0.372996342740926, 0.52316752200903, 0.47387675012511, 0.571130832739929,
#> 0.352328350715695, 0.454014946639638, 0.441047595106634, 0.727094387815017,
#> 0.443458389349415, 0.384765934961104, 0.533738596209533, 0.380936877885021,
#> 0.414531217953089, 0.49693657104236, 0.467236051772336, 0.473844335209634,
#> 0.357773293787479, 0.406916266241462, 0.549687304657242, 0.605229620030429,
#> 0.507872649404741, 0.383053290851745, 0.352412862613125, 0.287841859874722,
#> 0.439056652906449, 0.350281359625067, 0.526820726953283, 0.391774672473635,
#> 0.389003377818852, 0.393554522796673, 0.387572127206177, 0.295119743992374,
#> 0.393991362383956, 0.398059862058366, 0.292637958765689, 0.476267029752138,
#> 0.329309889992444, 0.431732319651895, 0.355600469622319, 0.399786472128519,
#> 0.449125405558977, 0.468362769007438, 0.359430960488366, 0.372149407487183,
#> 0.292822584098963, 0.634598260258097, 0.384064585077429, 0.33942020502136,
#> 0.363566208539009, 0.361308322436632, 0.383066610233026, 0.384839640184113,
#> 0.458189321673403, 0.248988116025194, 0.279746102161282, 0.343928975946334,
#> 0.298794649942582, 0.32337860886027, 1, 0.520823338313728, 0.395610396085795,
#> 0.490674600414566, 0.370885935667662, 0.322135439184358, 0.366619126594973,
#> 0.37617922304188, 0.377673115279168, 0.484106077002766, 0.391108131435846,
#> 0.367936959353786, 0.430986797574061, 0.23282846249626, 0.304922609774722,
#> 0.362580635513495, 0.375256015607784, 0.435863370551363, 0.454592855719047,
#> 0.319010523657164, 0.331678321556412, 0.3796501873696, 0.488725185056221,
#> 0.359239022056802, 0.449734196813981, 0.323992053071371, 0.419521175913393,
#> 0.328129092896232, 0.329746063913443, 0.321963524023371, 0.358539235379565,
#> 0.437390051298179, 0.461339659579145, 0.414794691108256, 0.397879120540238,
#> 0.456867477313557, 0.318401118613555, 0.402654878260848, 0.435581694556802,
#> 0.510958130729779, 0.283855017508709, 0.424372644212043, 0.398196910280034,
#> 0.348460724591617, 0.344995092726145, 0.288855056445358, 0.352195086004084,
#> 0.327575917466901, 0.302011982364922, 0.488808556149702, 0.34713566352758,
#> 0.300980434271743, 0.381983630605924, 0.278445934973412, 0.443262315860819,
#> 0.571720758658555, 0.377378595445402, 0.431445369525712, 0.385377717473059,
#> 0.339755323195912, 0.501618770215126, 0.506858503361674, 0.382957467365197,
#> 0.40151520390874, 0.382583961829379, 0.396492924887664, 0.358957573806128,
#> 0.44902408428381, 0.441008558647201, 0.481302920422873, 0.466666681251025,
#> 0.421758415375982, 0.573292538242448, 0.445701303674638, 0.439108413061738,
#> 0.29533817051819, 0.413731887990021, 0.409672616046072, 0.330930975619523,
#> 0.355202581455173, 0.520823338313728, 1, 0.505297283481571, 0.39324116133151,
#> 0.461769260830725, 0.319015711558459, 0.483987452643054, 0.433652457899304,
#> 0.460927227885744, 0.4032843037059, 0.372043231658063, 0.36195546831378,
#> 0.419729725535656, 0.26839449499814, 0.330756530171733, 0.282994833462322,
#> 0.466652105995057, 0.375247273545186, 0.343314452342246, 0.392812975909554,
#> 0.410283055562167, 0.376620149657904, 0.469944685574529, 0.459485808922819,
#> 0.405908670337922, 0.346606324135344, 0.280830521507118, 0.284152154661725,
#> 0.337903186728247, 0.326663236962232, 0.428685231324567, 0.294739382873051,
#> 0.252201837387599, 0.392662953883356, 0.388009177415806, 0.457261469837206,
#> 0.364794351914785, 0.369209155834775, 0.324117180086288, 0.350567412803918,
#> 0.33159557255428, 0.403976120494832, 0.388739992026944, 0.419135757839946,
#> 0.355515498130494, 0.360338179184924, 0.312733970005799, 0.272233754542642,
#> 0.330019254006709, 0.533704432635722, 0.463847158048146, 0.227916364501501,
#> 0.434329296616931, 0.339523618596246, 0.364656718522413, 0.458955383426273,
#> 0.281515046674478, 0.51368802859456, 0.27123776248215, 0.417671467322015,
#> 0.508647853975892, 0.490840289019164, 0.283396472815008, 0.474350641172634,
#> 0.504128246856049, 0.395865772971309, 0.38654871676431, 0.392207482550111,
#> 0.522087821197776, 0.485871446726873, 0.325336006827325, 0.268390407480065,
#> 0.585439987727117, 0.606636075615504, 0.398196679505394, 0.367314628226493,
#> 0.448124463951591, 0.338153219590296, 0.242027175939225, 0.344412142667137,
#> 0.395610396085795, 0.505297283481571, 1, 0.389520905564924, 0.38398453599616,
#> 0.264761481094394, 0.397686046786006, 0.517932008570475, 0.54895054969267,
#> 0.400975109049642, 0.473882945192595, 0.330829726022162, 0.483050759045416,
#> 0.337412489326145, 0.269265944383673, 0.317889320573454, 0.417657570460514,
#> 0.416887451036576, 0.40631046903915, 0.353251374912467, 0.406685595725847,
#> 0.607424825693601, 0.421146182635509, 0.403475471162996, 0.278841242289253,
#> 0.313639083031328, 0.237702215584527, 0.311797313624331, 0.33739555964891,
#> 0.319594983327875, 0.31637596549831, 0.415670055935699, 0.299045368561662,
#> 0.356423865655115, 0.346970194668611, 0.376394507074659, 0.318710235124338,
#> 0.306018958748071, 0.282424017092098, 0.35433408963771, 0.291528662254768,
#> 0.322591658168874, 0.344462530374699, 0.614734011279255, 0.419279234832373,
#> 0.378022434566875, 0.5038233380533, 0.364256073935596, 0.476588617072315,
#> 0.388713465175844, 0.348468911972966, 0.394694506214261, 0.486824744496607,
#> 0.278630425575028, 0.267243738689032, 0.377742520279471, 0.334783391807106,
#> 0.464840973367378, 0.417981033065421, 0.541998343896617, 0.318796108129,
#> 0.374796664650661, 0.361844876496499, 0.388707112196217, 0.433589652812741,
#> 0.563178449374572, 0.389839388347903, 0.420508875743737, 0.470835788115012,
#> 0.280112456085335, 0.300892640091062, 0.404457686475825, 0.363272646442204,
#> 0.301953952804964, 0.495382156828788, 0.38729917225532, 0.47688159438896,
#> 0.308182970821945, 0.338204073895738, 0.344804510824693, 0.490674600414566,
#> 0.39324116133151, 0.389520905564924, 1, 0.458386420692283, 0.386213342586095,
#> 0.404127294069858, 0.53894939648933, 0.301261660501763, 0.43314682697326,
#> 0.325219956591515, 0.292033336177654, 0.412512357541585, 0.267143864808184,
#> 0.313051223347124, 0.485959180276752, 0.543889153066309, 0.323129028789673,
#> 0.447064079176466, 0.343005981085603, 0.357214334482179, 0.325753626042719,
#> 0.323337194109228, 0.339955612429262, 0.292794562247361, 0.368514118197766,
#> 0.495976847235658, 0.401238431091107, 0.331724676337905, 0.352559145585755,
#> 0.3465839963499, 0.421271315765648, 0.358992418242232, 0.461582193557014,
#> 0.472066167355459, 0.411361310115695, 0.267239339307927, 0.344901670466904,
#> 0.50790829978321, 0.373997274605547, 0.389096030196957, 0.516168544575705,
#> 0.341844602869667, 0.523691294151823, 0.281549794540762, 0.442346769409429,
#> 0.355836505723747, 0.530958211049403, 0.305770434808542, 0.407342670011896,
#> 0.413750214427101, 0.342723967212372, 0.443628268658335, 0.294136267415772,
#> 0.289587581933794, 0.389946201942976, 0.312863070997692, 0.381148736330239,
#> 0.402477008449136, 0.336536392372005, 0.365630668596851, 0.435400969314933,
#> 0.390077887311403, 0.382879956904138, 0.426563965338398, 0.38243006024353,
#> 0.419497157809494, 0.33025953838819, 0.38019721510381, 0.367169244159156,
#> 0.367326244685529, 0.406709528509027, 0.44342876580595, 0.389021429357059,
#> 0.400812349271745, 0.388899938456027, 0.420395874246457, 0.292514263255568,
#> 0.236183938089143, 0.319457582953419, 0.370885935667662, 0.461769260830725,
#> 0.38398453599616, 0.458386420692283, 1, 0.312711674882862, 0.470522280316994,
#> 0.512866742615997, 0.44226118848346, 0.338345649741563, 0.396647378075315,
#> 0.454999711343802, 0.291035630670164, 0.293915606734585, 0.451878337246229,
#> 0.307979711905817, 0.467887283852234, 0.462867703859932, 0.439914822788964,
#> 0.390197840386251, 0.334584437993426, 0.375238313667092, 0.479172871613596,
#> 0.359343339894671, 0.367093709860486, 0.390741038157316, 0.333380811159202,
#> 0.367049717957407, 0.400030853647406, 0.315756785954887, 0.380127068584505,
#> 0.288450065469726, 0.337203590453111, 0.419245093173003, 0.470660430047656,
#> 0.393590135014718, 0.281966659817406, 0.390124171939601, 0.386655045690388,
#> 0.245683009485756, 0.377890015637907, 0.313605737116581, 0.353603748458928,
#> 0.459143337829985, 0.451095309801725, 0.259244618157414, 0.423209444939713,
#> 0.365756537254274, 0.480930125886665, 0.325542643811238, 0.356297221761085,
#> 0.575334888849873, 0.35422458702894, 0.348313044147775, 0.433067824828222,
#> 0.318075506679986, 0.450943229552596, 0.239184669437354, 0.535127160455276,
#> 0.398160502022491, 0.279467292668076, 0.422833999888816, 0.364468607622544,
#> 0.27052821978654, 0.334320754637959, 0.352933151478263, 0.476997293185591,
#> 0.318701649174294, 0.332224273119875, 0.279556160208766, 0.427052576450417,
#> 0.520079827223356, 0.243148693497516, 0.32766390792836, 0.366477398573485,
#> 0.326653956251546, 0.280575556538818, 0.329642431364398, 0.42600176822401,
#> 0.390921748401552, 0.322135439184358, 0.319015711558459, 0.264761481094394,
#> 0.386213342586095, 0.312711674882862, 1, 0.310477640170734, 0.262614593496247,
#> 0.27581250321615, 0.434893019538929, 0.341699562994889, 0.38850774370477,
#> 0.473818166359431, 0.459830317183341, 0.393542360598552, 0.436966907199491,
#> 0.449769315933324, 0.353689967374637, 0.372556669365916, 0.423551400014949,
#> 0.366385301057298, 0.273177854497094, 0.33129440574516, 0.423249440004014,
#> 0.414011545545852, 0.481561937080683, 0.439438756111849, 0.333755146741916,
#> 0.475548598392386, 0.355096709087892, 0.381212138601084, 0.393297186527348,
#> 0.403767677466637, 0.418711330010474, 0.336325082455165, 0.331571666621309,
#> 0.403966789210883, 0.286903013732213, 0.436073191641746, 0.447176721885272,
#> 0.336164748240209, 0.274401774189879, 0.262672705646363, 0.274753710809779,
#> 0.360215558090668, 0.355640378930751, 0.36706773836212, 0.411626745825912,
#> 0.39817895577648, 0.357957329958789, 0.395692240022945, 0.302838120747593,
#> 0.284121941158549, 0.407288823073509, 0.351580305043688, 0.541362022682149,
#> 0.383994213569658, 0.427931301748117, 0.369158895079158, 0.359716324681183,
#> 0.450957191716259, 0.383517889565324, 0.35298886171673, 0.436817779980323,
#> 0.519729257957974, 0.496448562341188, 0.395827626284703, 0.333397726439494,
#> 0.439146780393773, 0.506330872243746, 0.340421259413482, 0.308402252223664,
#> 0.406710541008148, 0.525359179271511, 0.415934189609085, 0.617711097550154,
#> 0.473636057064962, 0.334455296969878, 0.30259830317693, 0.41034434775638,
#> 0.366619126594973, 0.483987452643054, 0.397686046786006, 0.404127294069858,
#> 0.470522280316994, 0.310477640170734, 1, 0.380968104865872, 0.339309777369645,
#> 0.397255542176135, 0.352743777368936, 0.317734959098934, 0.316382803283674,
#> 0.305079521158621, 0.453806923276363, 0.268863624021617, 0.280500768927735,
#> 0.531556377793283, 0.31049510326544, 0.468018053241529, 0.48965658728135,
#> 0.404936221395427, 0.514969382679318, 0.463106975967912, 0.333995109148549,
#> 0.406920549914418, 0.232452753762317, 0.320678110172609, 0.259919713354113,
#> 0.394709195211361, 0.467517937748186, 0.368142690858524, 0.385428075600323,
#> 0.330436176561734, 0.521107635542075, 0.304388140479305, 0.363470229438353,
#> 0.496061132723171, 0.305804521214684, 0.35063073613194, 0.441627526279745,
#> 0.401008821172518, 0.445620324541686, 0.405399736769707, 0.380858371716444,
#> 0.453960650213691, 0.417904022021626, 0.330571502574001, 0.314595066665162,
#> 0.469328689772682, 0.331497595221857, 0.264940576952875, 0.482434935440698,
#> 0.388458136109912, 0.251526994520144, 0.347577482354015, 0.308015516815277,
#> 0.382732073581225, 0.326511518150856, 0.360743425903523, 0.364393113895533,
#> 0.384239219221164, 0.272161360803041, 0.367611451172856, 0.455759444236603,
#> 0.448587252058244, 0.429948992757419, 0.358698379355542, 0.395551786411962,
#> 0.452970921593439, 0.354018568054305, 0.39169166025256, 0.521219941844015,
#> 0.335706014466379, 0.52488989528032, 0.352629199109068, 0.542742657831203,
#> 0.253910838901552, 0.345850500926304, 0.351921302554209, 0.37617922304188,
#> 0.433652457899304, 0.517932008570475, 0.53894939648933, 0.512866742615997,
#> 0.262614593496247, 0.380968104865872, 1, 0.410290475738707, 0.345307993001619,
#> 0.42015380512679, 0.360295732098379, 0.386274878468152, 0.262327852903467,
#> 0.290769587389435, 0.469221395976087, 0.533788930672219, 0.419626139924299,
#> 0.447068032305334, 0.347436053120742, 0.29931019877278, 0.394997200023667,
#> 0.380943325999191, 0.262681671272323, 0.249786998666744, 0.344414817440546,
#> 0.3112349449562, 0.464237726908791, 0.343121723727021, 0.354018391200513,
#> 0.257509329014213, 0.260492518169934, 0.270699533817344, 0.360607391258882,
#> 0.410235272866172, 0.316427781648444, 0.328208566208006, 0.338512643420755,
#> 0.317710156853675, 0.274833754815132, 0.329910626678033, 0.358762760084711,
#> 0.314218038100101, 0.572237247249092, 0.320779558031142, 0.355444737381146,
#> 0.351665962442828, 0.344019725054554, 0.259150328494635, 0.418354263418598,
#> 0.435843728928746, 0.349453910355288, 0.591704437298377, 0.246995162490703,
#> 0.415319377568686, 0.426444918189553, 0.353655582512485, 0.435736867828447,
#> 0.406613499717801, 0.29892887214546, 0.569948635578195, 0.499857136465446,
#> 0.472114180503176, 0.645112400304719, 0.29109461239068, 0.342917303840621,
#> 0.359164374524182, 0.327044125057951, 0.439863661324816, 0.520472742759623,
#> 0.34457446998948, 0.312963637276736, 0.574969464128492, 0.393702370440448,
#> 0.30195489716891, 0.224020678274075, 0.429012624790259, 0.482982543254702,
#> 0.21069858513108, 0.350476506933604, 0.377673115279168, 0.460927227885744,
#> 0.54895054969267, 0.301261660501763, 0.44226118848346, 0.27581250321615,
#> 0.339309777369645, 0.410290475738707, 1, 0.286821196586501, 0.477189637679326,
#> 0.439090826745639, 0.312942213660642, 0.369625821694744, 0.380038620920227,
#> 0.303919643928646, 0.47336982529907, 0.369717408269672, 0.378156716552828,
#> 0.341505612742769, 0.356449533066263, 0.484886821994983, 0.393715394299265,
#> 0.338519165151541, 0.387726894117895, 0.326562856778674, 0.285703131654882,
#> 0.327966400047297, 0.4662549635753, 0.396317249409008, 0.39489752170243,
#> 0.431188889136767, 0.3705478663135, 0.447768895185353, 0.267015315335584,
#> 0.5361744438215, 0.405868980341778, 0.397839818780466, 0.360767631928534,
#> 0.279027242901234, 0.358540579516738, 0.328593910371113, 0.469660555998448,
#> 0.447950551721576, 0.32534490762007, 0.227253646984343, 0.378248136462893,
#> 0.359621482708548, 0.615631838427066, 0.554443997397713, 0.375795294171585,
#> 0.518011385693483, 0.238785605011167, 0.310268441542218, 0.443628222824934,
#> 0.506535200239036, 0.331197968647111, 0.443882937960935, 0.241389000375936,
#> 0.459099275899205, 0.345341592433032, 0.430159782868046, 0.273422552562819,
#> 0.33592343962127, 0.402472309358665, 0.429754799681797, 0.370248364334582,
#> 0.41401883462504, 0.494927523299807, 0.383754723998515, 0.397841180016369,
#> 0.360281200539121, 0.254791915352687, 0.415104766005392, 0.34788025902258,
#> 0.358214185846149, 0.263856350779501, 0.316455986487854, 0.403705732462811,
#> 0.418614460540601, 0.484106077002766, 0.4032843037059, 0.400975109049642,
#> 0.43314682697326, 0.338345649741563, 0.434893019538929, 0.397255542176135,
#> 0.345307993001619, 0.286821196586501, 1, 0.393260914522174, 0.363160870052318,
#> 0.591590527726513, 0.371806102161927, 0.309221097972341, 0.312191719190723,
#> 0.2705335643431, 0.444966439686908, 0.426316034584867, 0.352292014066518,
#> 0.302858334352167, 0.370849599624383, 0.536728670689042, 0.474941100440185,
#> 0.364051814726878, 0.328585983461064, 0.351057460274098, 0.37288054461997,
#> 0.308094963073183, 0.369036543847659, 0.399269212913717, 0.358608047393868,
#> 0.359983563108156, 0.39246032396754, 0.489848509169555, 0.381871434424053,
#> 0.317086811972624, 0.414745450031154, 0.391586773163393, 0.724923893200962,
#> 0.308813900302044, 0.410405323560419, 0.345330011380855, 0.369274800054969,
#> 0.474500198826204, 0.446744113815235, 0.511547469295897, 0.412810268428612,
#> 0.480208383026977, 0.362288841175058, 0.410156133974865, 0.365908793047201,
#> 0.487393432355827, 0.431524797588469, 0.360362169173395, 0.349614768686803,
#> 0.349194694074768, 0.368154321991182, 0.400685610856717, 0.391479797092175,
#> 0.365350138575902, 0.489172508428788, 0.370782303776224, 0.42281159024884,
#> 0.534419124021276, 0.334835430025997, 0.411529291067831, 0.453268105648901,
#> 0.380298172159459, 0.372616934792305, 0.306133457058513, 0.370304981704165,
#> 0.358620415133597, 0.399011844069737, 0.377872981321219, 0.327967336005875,
#> 0.350668398551489, 0.342204918141048, 0.327744375014437, 0.391271467803705,
#> 0.391108131435846, 0.372043231658063, 0.473882945192595, 0.325219956591515,
#> 0.396647378075315, 0.341699562994889, 0.352743777368936, 0.42015380512679,
#> 0.477189637679326, 0.393260914522174, 1, 0.412317207886923, 0.380243226898314,
#> 0.440792255149099, 0.36930556461675, 0.426507737017862, 0.408570735383607,
#> 0.424104002085376, 0.476137624324597, 0.416514373032132, 0.398147227872107,
#> 0.397023322330345, 0.40337992387123, 0.333651088258793, 0.395517618053688,
#> 0.391437329933316, 0.321642154579939, 0.510559341375434, 0.447797885921022,
#> 0.410893214515037, 0.438870535508612, 0.523652063209244, 0.488732766902554,
#> 0.291147307087975, 0.330602135482457, 0.42512504026895, 0.324562871709449,
#> 0.43578716670161, 0.365719171135921, 0.419692078565799, 0.317250844009548,
#> 0.38279320470985, 0.383360059335422, 0.43526920123231, 0.281087861305456,
#> 0.417271989459204, 0.332755512987254, 0.521336769306669, 0.362350824888224,
#> 0.43698774710047, 0.335944922679453, 0.403511677420934, 0.417098639634958,
#> 0.356822592279385, 0.36298930585668, 0.301783082559232, 0.372137241871555,
#> 0.256189777911076, 0.362637747988053, 0.315109474315596, 0.329075740228078,
#> 0.39341044231582, 0.366644109086748, 0.312640488210629, 0.303668084203123,
#> 0.321192011279925, 0.311092454313697, 0.311303291890871, 0.278646071524825,
#> 0.345318232044968, 0.394882457976065, 0.324063831493437, 0.314144282673545,
#> 0.405922211927347, 0.341158134278041, 0.314557482559822, 0.313210918190895,
#> 0.30461722749079, 0.254575033973386, 0.301078534457894, 0.367936959353786,
#> 0.36195546831378, 0.330829726022162, 0.292033336177654, 0.454999711343802,
#> 0.38850774370477, 0.317734959098934, 0.360295732098379, 0.439090826745639,
#> 0.363160870052318, 0.412317207886923, 1, 0.364900961879329, 0.356105963403389,
#> 0.449363016520552, 0.418607008870123, 0.420573807755391, 0.439583595468815,
#> 0.397244505970692, 0.30402939919905, 0.262050475068844, 0.393220522134444,
#> 0.339521176855667, 0.266623330220622, 0.314263463060853, 0.386520543947432,
#> 0.336477947693022, 0.452742282245598, 0.506020131281289, 0.28215897925171,
#> 0.309025668975666, 0.314052071494616, 0.350233645908077, 0.431034922348635,
#> 0.403354947923474, 0.279003809883233, 0.426541185291895, 0.467849191494944,
#> 0.456627789673651, 0.353462027847497, 0.370069584648462, 0.280345334520191,
#> 0.301834485685917, 0.35497329235311, 0.446174146103615, 0.320174296906163,
#> 0.35826277669855, 0.309768150154438, 0.593167181392448, 0.4837429273472,
#> 0.326441236491444, 0.366785347387085, 0.382913279445916, 0.384448685965115,
#> 0.489062124184764, 0.396073790651545, 0.510874285408569, 0.36059233882425,
#> 0.338450298146539, 0.548663872087298, 0.41005529003922, 0.430602736422311,
#> 0.313025997944705, 0.27523620102748, 0.407322224553773, 0.435040657074942,
#> 0.443203457302703, 0.331970600813693, 0.337790609009294, 0.31473970062398,
#> 0.545803116692466, 0.335285309590581, 0.335761571375747, 0.339273981085236,
#> 0.43976108128303, 0.271927088320976, 0.342193881681873, 0.297209042442308,
#> 0.47182055993328, 0.364668832510752, 0.430986797574061, 0.419729725535656,
#> 0.483050759045416, 0.412512357541585, 0.291035630670164, 0.473818166359431,
#> 0.316382803283674, 0.386274878468152, 0.312942213660642, 0.591590527726513,
#> 0.380243226898314, 0.364900961879329, 1, 0.418195906280152, 0.330141344154808,
#> 0.453796297127867, 0.437718206315888, 0.402545647591055, 0.465450795363496,
#> 0.353012807939815, 0.30559726750165, 0.409358506513022, 0.334365430947923,
#> 0.390868480135316, 0.307617001857679, 0.477521676310823, 0.378340702301775,
#> 0.455652236350353, 0.426466714408984, 0.301353089446706, 0.294261482437803,
#> 0.370858494070593, 0.377646203842373, 0.278893108789683, 0.413733719440046,
#> 0.297328572209875, 0.483983591070939, 0.296801208627597, 0.429282729727638,
#> 0.621910913246694, 0.28239794031832, 0.310206059256114, 0.269830058888109,
#> 0.372792170100435, 0.417908413030963, 0.383329886484332, 0.350879802824597,
#> 0.459584014398957, 0.37725884824435, 0.282401007273739, 0.421094433765752,
#> 0.382656562793703, 0.366656540275299, 0.452095383840826, 0.402463771970407,
#> 0.389341880751072, 0.414049291839862, 0.288911475998044, 0.429889225281025,
#> 0.289279330614581, 0.360553251179239, 0.396725908945665, 0.396938039009714,
#> 0.303962612527806, 0.369637545911692, 0.273667498773833, 0.477532774339088,
#> 0.263451403178566, 0.307562672058437, 0.355399475732861, 0.365396133875351,
#> 0.272651516247384, 0.274178259621902, 0.371779130511461, 0.300390667231912,
#> 0.364371791774777, 0.380874236238978, 0.482146773019069, 0.337062429747544,
#> 0.592412753845123, 0.23282846249626, 0.26839449499814, 0.337412489326145,
#> 0.267143864808184, 0.293915606734585, 0.459830317183341, 0.305079521158621,
#> 0.262327852903467, 0.369625821694744, 0.371806102161927, 0.440792255149099,
#> 0.356105963403389, 0.418195906280152, 1, 0.581536673884931, 0.313307788879506,
#> 0.381702765174361, 0.406182440039041, 0.454855925887275, 0.459865492284549,
#> 0.443869592501881, 0.477449029749711, 0.3303296210669, 0.484281589353784,
#> 0.44602269934158, 0.579593695909414, 0.30748563970696, 0.376845545784832,
#> 0.579024222038442, 0.476213644673071, 0.374983669518917, 0.402318926104387,
#> 0.495801128275878, 0.346766381010343, 0.409991849832637, 0.367885231077447,
#> 0.466192201965749, 0.442625055815829, 0.34055488687215, 0.396140855889567,
#> 0.463341585209218, 0.376143428656285, 0.389975633680307, 0.32264119244619,
#> 0.426369937528642, 0.449217195325919, 0.373951764911, 0.581694448567174,
#> 0.376641341581748, 0.309784739599166, 0.351880196440535, 0.347123668684928,
#> 0.46991322556319, 0.438043957446118, 0.339623831300953, 0.376933877034466,
#> 0.490296401667784, 0.270487582911848, 0.568228181926625, 0.30691231598028,
#> 0.400554204436862, 0.435916405357519, 0.576937968346918, 0.337506310792876,
#> 0.349822378783152, 0.287852680558811, 0.365857218657046, 0.248061536494686,
#> 0.307273976848832, 0.343501934352209, 0.380992946570507, 0.312055134642115,
#> 0.362291415626044, 0.342599022110948, 0.308757929541085, 0.364095956219346,
#> 0.534124894500633, 0.427433360368669, 0.337325832061667, 0.466791196282107,
#> 0.304922609774722, 0.330756530171733, 0.269265944383673, 0.313051223347124,
#> 0.451878337246229, 0.393542360598552, 0.453806923276363, 0.290769587389435,
#> 0.380038620920227, 0.309221097972341, 0.36930556461675, 0.449363016520552,
#> 0.330141344154808, 0.581536673884931, 1, 0.30308050581593, 0.426252804979314,
#> 0.435102792626958, 0.383718298838565, 0.572976049926919, 0.548771030800713,
#> 0.409527025974763, 0.347385676769039, 0.4376228891764, 0.411511192107188,
#> 0.553096186438496, 0.294574368917693, 0.40019312231377, 0.523860726862279,
#> 0.402727883843375, 0.428695875745327, 0.378153706199023, 0.527478200778595,
#> 0.412485988586312, 0.468843795524815, 0.354937929017727, 0.455185487630641,
#> 0.597005388684677, 0.4201669902867, 0.33009006018608, 0.50453342157074,
#> 0.41277900493638, 0.457621181030508, 0.334232879577628, 0.332199426521335,
#> 0.534805126210532, 0.505029496941343, 0.326554803926317, 0.417108045887889,
#> 0.337306325568983, 0.230706300231855, 0.409063022079376, 0.508121460465292,
#> 0.383748643214233, 0.248524519575932, 0.212811890448339, 0.505675304647678,
#> 0.320143946518584, 0.450228231051411, 0.515581289347275, 0.344702224499917,
#> 0.340046772731747, 0.335597932424392, 0.263655626439432, 0.418764610430083,
#> 0.448847779023584, 0.521316589927437, 0.349404648734373, 0.290956892431849,
#> 0.226738794615698, 0.425737336112635, 0.425952618729828, 0.32941688084484,
#> 0.249284584320093, 0.527969550367132, 0.30509734969065, 0.457977058300529,
#> 0.299221123499177, 0.372645147438997, 0.345165998018185, 0.362580635513495,
#> 0.282994833462322, 0.317889320573454, 0.485959180276752, 0.307979711905817,
#> 0.436966907199491, 0.268863624021617, 0.469221395976087, 0.303919643928646,
#> 0.312191719190723, 0.426507737017862, 0.418607008870123, 0.453796297127867,
#> 0.313307788879506, 0.303080505815929, 1, 0.516998089082327, 0.388601162687851,
#> 0.546831364444123, 0.300485862516046, 0.315488342940985, 0.351065160893948,
#> 0.175044078036917, 0.253219195877146, 0.31302505475744, 0.524532046915482,
#> 0.474935995975293, 0.628275875051873, 0.516636181813562, 0.353539892990187,
#> 0.290212793420759, 0.383833482165454, 0.398507574008271, 0.365321525385058,
#> 0.282363494185695, 0.270056281045552, 0.527278763935949, 0.342356240411048,
#> 0.565356568959849, 0.35594337840178, 0.386345697085658, 0.388726278603847,
#> 0.311510262676636, 0.424227019352222, 0.498383885057112, 0.421491145957469,
#> 0.416640692769918, 0.331650112159327, 0.330108688322824, 0.364091322287253,
#> 0.325468654504561, 0.329149722498838, 0.735009480011715, 0.328741718578797,
#> 0.290888636161294, 0.313209879088052, 0.456218325958986, 0.301178296397193,
#> 0.627040750235565, 0.391153325770521, 0.386979647273893, 0.481026903105596,
#> 0.492760516691088, 0.34383819165659, 0.346886529602227, 0.410937969006872,
#> 0.448183517075848, 0.305332012680835, 0.37469352380807, 0.299297739710055,
#> 0.452114548955364, 0.499248324336144, 0.516721669886213, 0.292961226064575,
#> 0.478453819736248, 0.255571217592608, 0.537505343743748, 0.393184554859474,
#> 0.347772421480202, 0.384152901396251, 0.375256015607784, 0.466652105995057,
#> 0.417657570460514, 0.543889153066309, 0.467887283852234, 0.449769315933324,
#> 0.280500768927735, 0.533788930672219, 0.47336982529907, 0.2705335643431,
#> 0.408570735383607, 0.420573807755391, 0.437718206315888, 0.381702765174361,
#> 0.426252804979314, 0.516998089082327, 1, 0.308694820282311, 0.469659310913957,
#> 0.399661486379977, 0.380877808444565, 0.344905305176998, 0.288355196775876,
#> 0.325607029832518, 0.341906866354748, 0.495209936010516, 0.431522070237906,
#> 0.428204426216726, 0.51269319768277, 0.335315350440794, 0.32883249210559,
#> 0.387061224297061, 0.361881324542368, 0.445018526883352, 0.346196384896625,
#> 0.486634616742911, 0.376532014629043, 0.316720966840691, 0.514654517434763,
#> 0.28442059351578, 0.375795022121502, 0.413320254164345, 0.311901032854781,
#> 0.508831107023752, 0.290955628312967, 0.485160657756986, 0.42195278829884,
#> 0.490377484761955, 0.443812980225963, 0.43495513899775, 0.341567055405118,
#> 0.408022971190359, 0.292383609339377, 0.602386519917471, 0.324734727972405,
#> 0.383125736317157, 0.342492018007418, 0.429496941609964, 0.298059177351046,
#> 0.382507126133738, 0.38610256258806, 0.407716409408887, 0.342539722298639,
#> 0.350526571702769, 0.502870034952605, 0.328549521828877, 0.473638246401736,
#> 0.390766878139448, 0.324260303108575, 0.478633744369861, 0.393026205186364,
#> 0.292836022829643, 0.435217938565792, 0.496601701743626, 0.40347635983751,
#> 0.447055446136856, 0.404727566379142, 0.37564577711532, 0.353300591571909,
#> 0.420391711328852, 0.435863370551363, 0.375247273545186, 0.416887451036576,
#> 0.323129028789673, 0.462867703859932, 0.353689967374637, 0.531556377793283,
#> 0.419626139924299, 0.369717408269672, 0.444966439686908, 0.424104002085376,
#> 0.439583595468815, 0.402545647591055, 0.406182440039041, 0.435102792626958,
#> 0.388601162687851, 0.308694820282311, 1, 0.603791873986608, 0.388470858361194,
#> 0.369006844461817, 0.671482309154975, 0.455849189751749, 0.405833488454591,
#> 0.447131133420567, 0.466866619900689, 0.292054353110494, 0.382073884714751,
#> 0.499140648838506, 0.429721582463169, 0.320793679149775, 0.31288882815903,
#> 0.487888231444474, 0.357666052213609, 0.421315243698953, 0.337693294529965,
#> 0.471092184870962, 0.49983976306195, 0.346510806800468, 0.393538166622558,
#> 0.391277380057476, 0.326092422250748, 0.421199729880394, 0.347702528530927,
#> 0.357436589956115, 0.53080271044522, 0.522974898482812, 0.465975957374673,
#> 0.468245380025249, 0.342719174698309, 0.324017782874939, 0.391245143046274,
#> 0.438782597067611, 0.445408874058154, 0.232162536575124, 0.266959665841332,
#> 0.325990130552539, 0.440739764545928, 0.3397288368105, 0.489226074876956,
#> 0.322273318417254, 0.459792541029308, 0.386856087813584, 0.325228702905081,
#> 0.575894364467512, 0.314899102670365, 0.533314049642846, 0.435144503750425,
#> 0.301837663922043, 0.288721762132141, 0.342291052767804, 0.341128268162209,
#> 0.385952778085646, 0.35353720896102, 0.493291039196273, 0.302826151429413,
#> 0.430859235832156, 0.403102945977265, 0.344853586923364, 0.390163012299839,
#> 0.454592855719047, 0.343314452342246, 0.40631046903915, 0.447064079176466,
#> 0.439914822788964, 0.372556669365916, 0.31049510326544, 0.447068032305334,
#> 0.378156716552828, 0.426316034584867, 0.476137624324597, 0.397244505970692,
#> 0.465450795363496, 0.454855925887275, 0.383718298838565, 0.546831364444123,
#> 0.469659310913957, 0.603791873986608, 1, 0.415950231265457, 0.395736463066522,
#> 0.539250684910561, 0.322810021895358, 0.37724453670823, 0.385508527569454,
#> 0.44133006002975, 0.424634957505191, 0.488486842315406, 0.629155361318415,
#> 0.399575885844713, 0.329834150389153, 0.394663673778714, 0.49971528583401,
#> 0.372829888765747, 0.360618197982101, 0.438821518768177, 0.409225747740856,
#> 0.443186261489539, 0.488109371193021, 0.41481998434569, 0.3630269971615,
#> 0.444758375721197, 0.355196295569455, 0.452478052704671, 0.545123068116948,
#> 0.346479666089442, 0.390602768771498, 0.500546914397336, 0.350986218993299,
#> 0.288765267689452, 0.441564731165452, 0.295784835540812, 0.402107333659727,
#> 0.420061149819138, 0.297095268954216, 0.394081363651608, 0.30963038017649,
#> 0.294531272833039, 0.481030041728142, 0.363726555344551, 0.345877335296494,
#> 0.51787206145214, 0.371792913435463, 0.444400258157982, 0.549585834370757,
#> 0.259185929341531, 0.439497077799679, 0.36016976807169, 0.337616346556482,
#> 0.373474371956843, 0.269758299528167, 0.32780276348942, 0.35868558591492,
#> 0.338478490883685, 0.337671499521675, 0.396406675636844, 0.494547412248815,
#> 0.346556078588551, 0.412339319684426, 0.359801759912027, 0.319010523657164,
#> 0.392812975909554, 0.353251374912467, 0.343005981085603, 0.390197840386251,
#> 0.423551400014949, 0.468018053241529, 0.347436053120742, 0.341505612742769,
#> 0.352292014066518, 0.416514373032132, 0.30402939919905, 0.353012807939815,
#> 0.459865492284549, 0.572976049926919, 0.300485862516046, 0.399661486379977,
#> 0.388470858361194, 0.415950231265457, 1, 0.644921226391122, 0.361868537103015,
#> 0.411444914996774, 0.42865262225308, 0.370600562567094, 0.43010125629219,
#> 0.32486871135529, 0.326177848735325, 0.422519078225702, 0.398086500687936,
#> 0.471452919113719, 0.431242390051053, 0.408351630459117, 0.373209657659513,
#> 0.379053948278851, 0.287705998109727, 0.366343683093591, 0.422216020965423,
#> 0.325316609186832, 0.339938342671069, 0.373977327751978, 0.371202865648857,
#> 0.432121402782209, 0.401758936864722, 0.52369829532952, 0.400884722215574,
#> 0.368917497948318, 0.391246235064154, 0.368947098995955, 0.302421931472651,
#> 0.381526767808769, 0.281060815916925, 0.421816833904039, 0.366216415744715,
#> 0.284399376281491, 0.371086227747563, 0.325655745612696, 0.409735088786039,
#> 0.417909314324061, 0.420268041373918, 0.437573891663244, 0.543880115584623,
#> 0.471561824193026, 0.462082197217015, 0.477965411954162, 0.299121608975548,
#> 0.378396963932304, 0.412867338892506, 0.388073294393515, 0.353346269085983,
#> 0.232651999774707, 0.281259808504351, 0.411803596052156, 0.389811706096423,
#> 0.352999305227081, 0.456699758991073, 0.573386704662407, 0.534260680830266,
#> 0.358121931504022, 0.459442724529367, 0.331678321556412, 0.410283055562167,
#> 0.406685595725847, 0.357214334482178, 0.334584437993426, 0.366385301057298,
#> 0.48965658728135, 0.29931019877278, 0.356449533066263, 0.302858334352167,
#> 0.398147227872107, 0.262050475068844, 0.30559726750165, 0.443869592501881,
#> 0.548771030800713, 0.315488342940985, 0.380877808444565, 0.369006844461817,
#> 0.395736463066522, 0.644921226391122, 1, 0.460939485752626, 0.321576668924792,
#> 0.494771581371677, 0.38705187257566, 0.409914209947684, 0.25294910741571,
#> 0.342637883460675, 0.40415221452825, 0.415304378933776, 0.490180587105346,
#> 0.452529957697901, 0.472247051626884, 0.429710865949001, 0.298093250860867,
#> 0.365453619384727, 0.349867669646433, 0.441266231805326, 0.375336397311746,
#> 0.323252144258219, 0.431535362397226, 0.519168859779327, 0.545240623030426,
#> 0.463427647256575, 0.285163486982612, 0.488877210486136, 0.311459775416172,
#> 0.398467427293971, 0.337537847439317, 0.489607817075131, 0.420771753044379,
#> 0.310685837586346, 0.352092583526628, 0.480008338257871, 0.34082820667502,
#> 0.416507913526805, 0.355325954071787, 0.559831941386742, 0.281007880585482,
#> 0.349380312075601, 0.451128285471062, 0.372749868506308, 0.364165556781825,
#> 0.467650086491401, 0.430451298251969, 0.300395935133204, 0.384490915552719,
#> 0.383859384825025, 0.392263484257235, 0.433475454069474, 0.317517377260068,
#> 0.195431396947066, 0.46544564170801, 0.485372471757046, 0.360226655056668,
#> 0.413870175628207, 0.512948223981976, 0.494099460574029, 0.315571279086473,
#> 0.383056536643754, 0.3796501873696, 0.376620149657904, 0.607424825693601,
#> 0.325753626042719, 0.375238313667092, 0.273177854497094, 0.404936221395427,
#> 0.394997200023667, 0.484886821994983, 0.370849599624383, 0.397023322330345,
#> 0.393220522134444, 0.409358506513022, 0.477449029749711, 0.409527025974763,
#> 0.351065160893948, 0.344905305176998, 0.671482309154975, 0.539250684910561,
#> 0.361868537103015, 0.460939485752626, 1, 0.38863608318732, 0.497288040431079,
#> 0.396932392196214, 0.417195510264241, 0.285062011325524, 0.315010783916244,
#> 0.45177922590184, 0.384796833451815, 0.282494698824258, 0.378425193448278,
#> 0.438242251330956, 0.433301981385844, 0.359399126165781, 0.370612402203821,
#> 0.472166863942842, 0.449583828822467, 0.379651424692372, 0.360133304895345,
#> 0.477448044788761, 0.357893739789847, 0.555682767937427, 0.465556544834046,
#> 0.392639125285463, 0.244598277011203, 0.333469204159418, 0.37381004446258,
#> 0.402873580885758, 0.409214822434001, 0.599377406788531, 0.410751319347122,
#> 0.261977604812579, 0.363967748936551, 0.464846090439553, 0.542126606639512,
#> 0.243162888796521, 0.445710695220829, 0.282949339406425, 0.283293401270289,
#> 0.300839620554276, 0.402949691556477, 0.291467887361182, 0.51484569133763,
#> 0.415595108277921, 0.358171201295993, 0.280210522213162, 0.47280572193368,
#> 0.464754955419906, 0.538243157489203, 0.311382079421782, 0.34317410233936,
#> 0.318905639955224, 0.50052076866774, 0.359876919254215, 0.371771995000686,
#> 0.247677344729349, 0.315569296049149, 0.289318506770526, 0.372996342740926,
#> 0.488725185056221, 0.469944685574529, 0.421146182635509, 0.323337194109228,
#> 0.479172871613596, 0.33129440574516, 0.514969382679318, 0.380943325999191,
#> 0.393715394299265, 0.536728670689042, 0.40337992387123, 0.339521176855667,
#> 0.334365430947923, 0.3303296210669, 0.347385676769039, 0.175044078036917,
#> 0.288355196775876, 0.455849189751749, 0.322810021895358, 0.411444914996774,
#> 0.321576668924792, 0.38863608318732, 1, 0.444843964287791, 0.387878662387903,
#> 0.27516483383386, 0.268618878780641, 0.254366894331268, 0.271540932668787,
#> 0.373394402778114, 0.398130275140494, 0.368051263609708, 0.383988313145232,
#> 0.385903275273603, 0.508890074470259, 0.432035780021995, 0.259113876106345,
#> 0.408262832747384, 0.30669134713445, 0.427556568272903, 0.291259566827611,
#> 0.317469045508127, 0.368642727523147, 0.354312304061304, 0.317241265049052,
#> 0.273977831025677, 0.388366534483023, 0.381671389915327, 0.391034363014213,
#> 0.470154029812578, 0.483965291965214, 0.361902004119075, 0.298144044033333,
#> 0.321668105377105, 0.391937934251919, 0.628453850209342, 0.410456243396994,
#> 0.525992600706676, 0.38717055981968, 0.276589255654641, 0.416151463598741,
#> 0.38107580169861, 0.500545895264301, 0.396441573223883, 0.368433470776024,
#> 0.348818312064506, 0.480772221161718, 0.354771596793931, 0.591786504068479,
#> 0.425858682889182, 0.407232410557629, 0.336418191298172, 0.376512404617853,
#> 0.460123806575606, 0.401221175094431, 0.413903388680237, 0.373586370112839,
#> 0.483912195077172, 0.341379745236755, 0.52316752200903, 0.359239022056802,
#> 0.459485808922819, 0.403475471162996, 0.339955612429262, 0.359343339894671,
#> 0.423249440004014, 0.463106975967912, 0.262681671272323, 0.338519165151541,
#> 0.474941100440185, 0.333651088258793, 0.266623330220622, 0.390868480135316,
#> 0.484281589353784, 0.4376228891764, 0.253219195877146, 0.325607029832518,
#> 0.405833488454591, 0.37724453670823, 0.42865262225308, 0.494771581371677,
#> 0.497288040431079, 0.444843964287791, 1, 0.556036767252979, 0.479935414068765,
#> 0.344528680394684, 0.250267104598567, 0.32064653725968, 0.48167003798782,
#> 0.519599449768672, 0.393116570568035, 0.407758902068426, 0.453724443479352,
#> 0.409191259469753, 0.437675442896994, 0.411874583009603, 0.439416262204445,
#> 0.365089405184791, 0.416984415323415, 0.596238797806081, 0.444564409861892,
#> 0.520653223643469, 0.37556966117719, 0.260124558362444, 0.316525936301108,
#> 0.435516880496001, 0.42097525656462, 0.359920230346618, 0.327360176204881,
#> 0.475908842428256, 0.480144808277888, 0.349791571763241, 0.315853694699752,
#> 0.419990386482465, 0.434457255475498, 0.359600475729737, 0.406811318797635,
#> 0.367588355128438, 0.253153672312549, 0.419825949336752, 0.311941917821226,
#> 0.586256340833785, 0.4440516756488, 0.285666622563618, 0.267091560268182,
#> 0.490287685120909, 0.447551487065059, 0.368264718333805, 0.428275432611877,
#> 0.431796663750832, 0.43219970600212, 0.355290939781897, 0.393910464604804,
#> 0.324414746625823, 0.292701579697641, 0.285643688885571, 0.521583949511711,
#> 0.343203313992363, 0.47387675012511, 0.449734196813981, 0.405908670337922,
#> 0.278841242289253, 0.292794562247361, 0.367093709860486, 0.414011545545852,
#> 0.333995109148549, 0.249786998666744, 0.387726894117895, 0.364051814726878,
#> 0.395517618053688, 0.314263463060853, 0.307617001857679, 0.44602269934158,
#> 0.411511192107188, 0.31302505475744, 0.341906866354748, 0.447131133420567,
#> 0.385508527569454, 0.370600562567094, 0.38705187257566, 0.396932392196214,
#> 0.387878662387903, 0.556036767252979, 1, 0.469362623108376, 0.39665208976768,
#> 0.283732536640347, 0.455231512910477, 0.490976420649556, 0.491425250808072,
#> 0.395657377762164, 0.552677275665412, 0.397183631967849, 0.317816149334699,
#> 0.473918442536231, 0.441290402306642, 0.437037569339315, 0.356981612703039,
#> 0.381709617670506, 0.487097738867234, 0.367397213931612, 0.581185397090901,
#> 0.226952334611175, 0.37700918986794, 0.464483004691586, 0.428889237840798,
#> 0.455848726844924, 0.397442734512335, 0.321256537197294, 0.316286117934225,
#> 0.359662136750635, 0.453927620830038, 0.45398149259958, 0.330847284836182,
#> 0.428577331586622, 0.648298975435923, 0.346020395685611, 0.547018163134355,
#> 0.32292764515335, 0.451361698477079, 0.361294711946179, 0.512801762269,
#> 0.281252284071665, 0.368220919743729, 0.4508006938725, 0.615471394367276,
#> 0.281946588939569, 0.344696395307757, 0.328674748951128, 0.615463216546376,
#> 0.379489897318938, 0.328554522178847, 0.330088809600861, 0.492530959285904,
#> 0.407062086923829, 0.467461859879145, 0.447774801193888, 0.352816904974161,
#> 0.571130832739929, 0.323992053071371, 0.346606324135344, 0.313639083031328,
#> 0.368514118197766, 0.390741038157316, 0.481561937080683, 0.406920549914418,
#> 0.344414817440546, 0.326562856778674, 0.328585983461064, 0.391437329933316,
#> 0.386520543947432, 0.477521676310823, 0.579593695909414, 0.553096186438496,
#> 0.524532046915482, 0.495209936010516, 0.466866619900689, 0.44133006002975,
#> 0.43010125629219, 0.409914209947684, 0.417195510264241, 0.27516483383386,
#> 0.479935414068765, 0.469362623108376, 1, 0.369396554030371, 0.524892091623177,
#> 0.522539832923396, 0.508109720267722, 0.417905681351066, 0.355755833755074,
#> 0.495886263020233, 0.371665013767286, 0.406559318242481, 0.301359141159421,
#> 0.678436487647753, 0.477313409074592, 0.474285907162452, 0.346362969364771,
#> 0.611146025417851, 0.420621436223465, 0.428453023321388, 0.381936669443429,
#> 0.293067039021991, 0.279630579435592, 0.477144093125362, 0.387509515645182,
#> 0.422153415892744, 0.310475622025599, 0.356873284986484, 0.554290302751208,
#> 0.391469768554015, 0.213402764451194, 0.362045446575015, 0.323807772524071,
#> 0.343392119492945, 0.303698633717682, 0.448638084375754, 0.392356690768743,
#> 0.238400412835531, 0.259144057136443, 0.386873668572942, 0.328301754206017,
#> 0.26826009226358, 0.341714781701966, 0.367983505067162, 0.426909875110078,
#> 0.299141763594574, 0.226734030124423, 0.364132100518772, 0.487994578503456,
#> 0.274977325974856, 0.201028266597369, 0.481809532916343, 0.232930320179806,
#> 0.273245657819812, 0.350364439280234, 0.453308815019761, 0.352328350715695,
#> 0.419521175913393, 0.280830521507118, 0.237702215584527, 0.495976847235658,
#> 0.333380811159202, 0.439438756111849, 0.232452753762317, 0.3112349449562,
#> 0.285703131654882, 0.351057460274098, 0.321642154579939, 0.336477947693022,
#> 0.378340702301775, 0.30748563970696, 0.294574368917693, 0.474935995975293,
#> 0.431522070237906, 0.292054353110494, 0.424634957505191, 0.32486871135529,
#> 0.25294910741571, 0.285062011325524, 0.268618878780641, 0.344528680394684,
#> 0.39665208976768, 0.369396554030371, 1, 0.361589682465327, 0.39841468836734,
#> 0.368056939806598, 0.303417422692535, 0.47581111367637, 0.411128280239312,
#> 0.375216995202482, 0.355238448118071, 0.419848361792979, 0.333832628068835,
#> 0.282149662943842, 0.525863517554869, 0.438320889963176, 0.359378434150756,
#> 0.397324801429114, 0.355406215707732, 0.314051590261783, 0.43998845078363,
#> 0.527745576218838, 0.496501246981229, 0.388519842894635, 0.548569899340908,
#> 0.367687328283307, 0.249573445738867, 0.37890863115681, 0.46100784630305,
#> 0.346638408647925, 0.254319548249652, 0.307417613381848, 0.47085404349107,
#> 0.381462557551159, 0.379612856675876, 0.523013058538397, 0.414795102246611,
#> 0.445851390119508, 0.329668664854608, 0.285217713199745, 0.412953099493023,
#> 0.535205629839609, 0.421831679831607, 0.354581073510546, 0.314793640241951,
#> 0.296862694462026, 0.432788407990756, 0.431318198079564, 0.322896034271813,
#> 0.295165313868178, 0.528683063455028, 0.300280959034857, 0.374530986368952,
#> 0.362642538323649, 0.384249439677031, 0.454014946639638, 0.328129092896232,
#> 0.284152154661725, 0.311797313624331, 0.401238431091107, 0.367049717957407,
#> 0.333755146741916, 0.320678110172609, 0.464237726908791, 0.327966400047297,
#> 0.37288054461997, 0.510559341375434, 0.452742282245598, 0.455652236350353,
#> 0.376845545784832, 0.40019312231377, 0.628275875051873, 0.428204426216726,
#> 0.382073884714751, 0.488486842315406, 0.326177848735325, 0.342637883460675,
#> 0.315010783916244, 0.254366894331268, 0.250267104598567, 0.283732536640347,
#> 0.524892091623177, 0.361589682465327, 1, 0.516630599760906, 0.383046152666073,
#> 0.378243346267446, 0.353090770755829, 0.474227546830994, 0.331929527695648,
#> 0.338527167495253, 0.297922472465974, 0.480739957629733, 0.449293865391467,
#> 0.515309665700502, 0.39871481570331, 0.381789347515067, 0.464658046318955,
#> 0.3377706328076, 0.459627346031179, 0.415750239261539, 0.527995943428542,
#> 0.483585652499014, 0.513377933290882, 0.374012661210481, 0.333479007786109,
#> 0.361807640601336, 0.496434875643873, 0.566869670930637, 0.411089014332272,
#> 0.362371746560285, 0.27135676988294, 0.379431848182484, 0.335905899932523,
#> 0.471030659029421, 0.421879008654445, 0.378676470391076, 0.518392424872647,
#> 0.431398316165421, 0.333546464860166, 0.400592203428277, 0.303572627582719,
#> 0.492983725055865, 0.365001258811869, 0.280869734944391, 0.352331813352578,
#> 0.388700497244052, 0.38754403977463, 0.38539083215495, 0.320545983380546,
#> 0.398433219974373, 0.274818562447768, 0.403163718891418, 0.478402659178458,
#> 0.337250228811493, 0.441047595106634, 0.329746063913443, 0.337903186728247,
#> 0.33739555964891, 0.331724676337905, 0.400030853647406, 0.475548598392386,
#> 0.259919713354113, 0.343121723727021, 0.4662549635753, 0.308094963073183,
#> 0.447797885921022, 0.506020131281289, 0.426466714408984, 0.579024222038442,
#> 0.523860726862279, 0.516636181813562, 0.51269319768277, 0.499140648838506,
#> 0.629155361318415, 0.422519078225702, 0.40415221452825, 0.45177922590184,
#> 0.271540932668787, 0.32064653725968, 0.455231512910477, 0.522539832923396,
#> 0.39841468836734, 0.516630599760906, 1, 0.448504733617207, 0.366189939547151,
#> 0.404524822840484, 0.562162518483437, 0.444775527738382, 0.304051309292733,
#> 0.392475413131321, 0.547326742207024, 0.403081001090808, 0.48831604430203,
#> 0.324476878633117, 0.41144572402289, 0.340911776663847, 0.362628516607103,
#> 0.34238543328699, 0.374526780236905, 0.377684006105989, 0.60449318338691,
#> 0.403725465193823, 0.36630134240601, 0.328847935715161, 0.375182058831797,
#> 0.451128498678938, 0.418471296437582, 0.422813392817624, 0.357580201723666,
#> 0.453369965902368, 0.341495163205382, 0.463835535466868, 0.391120171093604,
#> 0.287208535160736, 0.337737720486394, 0.326745560928764, 0.490966785169587,
#> 0.456998922276843, 0.338868720484813, 0.399230201014905, 0.509273803940795,
#> 0.413785847467593, 0.424335915180168, 0.542732461683978, 0.325289475171954,
#> 0.394829777152638, 0.368367550505452, 0.304910025973563, 0.426502113692021,
#> 0.385601530955301, 0.412983463302578, 0.511762499128468, 0.30072227564628,
#> 0.727094387815017, 0.321963524023371, 0.326663236962232, 0.319594983327875,
#> 0.352559145585755, 0.315756785954887, 0.355096709087892, 0.394709195211361,
#> 0.354018391200513, 0.396317249409008, 0.369036543847659, 0.410893214515037,
#> 0.28215897925171, 0.301353089446706, 0.476213644673071, 0.402727883843375,
#> 0.353539892990187, 0.335315350440794, 0.429721582463169, 0.399575885844713,
#> 0.398086500687936, 0.415304378933776, 0.384796833451815, 0.373394402778114,
#> 0.48167003798782, 0.490976420649556, 0.508109720267722, 0.368056939806598,
#> 0.383046152666073, 0.448504733617207, 1, 0.46081037725883, 0.412859256133887,
#> 0.522208053631049, 0.35633388031509, 0.311702280272899, 0.459793523842054,
#> 0.520511628100391, 0.508943819833586, 0.382156031677412, 0.324444682876876,
#> 0.562403045499134, 0.510852920352025, 0.549205979349178, 0.322908290056218,
#> 0.390679725777286, 0.337214250614053, 0.49592396237439, 0.44275843027313,
#> 0.358343269898533, 0.290323983483909, 0.4039913619934, 0.401430992520141,
#> 0.376192199659859, 0.275487359843824, 0.310676914259495, 0.544310330066021,
#> 0.363278988604204, 0.462692173531394, 0.417038141022725, 0.342945247703359,
#> 0.454106869293343, 0.521361896462189, 0.407097711041437, 0.450804525369104,
#> 0.398371134849935, 0.392331687540939, 0.462749684480764, 0.413309716760182,
#> 0.460961594606343, 0.402065078065986, 0.324868661622996, 0.43486492986337,
#> 0.33522658760505, 0.447956119933341, 0.317978031513247, 0.41546850168324,
#> 0.298337982562431, 0.42052311487379, 0.258600109734493, 0.443458389349415,
#> 0.358539235379565, 0.428685231324567, 0.31637596549831, 0.3465839963499,
#> 0.380127068584505, 0.381212138601084, 0.467517937748186, 0.257509329014213,
#> 0.39489752170243, 0.399269212913717, 0.438870535508612, 0.309025668975666,
#> 0.294261482437803, 0.374983669518917, 0.428695875745327, 0.290212793420759,
#> 0.32883249210559, 0.320793679149775, 0.329834150389153, 0.471452919113719,
#> 0.490180587105346, 0.282494698824258, 0.398130275140494, 0.519599449768672,
#> 0.491425250808072, 0.417905681351066, 0.303417422692535, 0.378243346267446,
#> 0.366189939547151, 0.46081037725883, 1, 0.448798647934929, 0.427422836053534,
#> 0.388514030926449, 0.331617361881309, 0.374823770293539, 0.317437752179928,
#> 0.55693492354364, 0.415849599287191, 0.351364054271514, 0.414026866130561,
#> 0.506227083376098, 0.495478372588225, 0.350521694419434, 0.467606716810877,
#> 0.314396467274203, 0.422010906735473, 0.335708682899859, 0.478295724623269,
#> 0.291186116268601, 0.5131614408267, 0.426687880968647, 0.516912541773218,
#> 0.313705990837665, 0.399015306050853, 0.347758410428046, 0.326506043522446,
#> 0.410769598583539, 0.49366558383457, 0.509641096661912, 0.378782792213556,
#> 0.43499503559161, 0.412658351416853, 0.547865813527043, 0.450138950236598,
#> 0.370592337588674, 0.341065782357945, 0.483521828427689, 0.456812540971694,
#> 0.296033540041961, 0.250090689488044, 0.334062484095023, 0.293411382299235,
#> 0.357744981105928, 0.377980428862148, 0.304613031636533, 0.322542020740587,
#> 0.416063842342703, 0.32064691817027, 0.384765934961104, 0.437390051298179,
#> 0.294739382873051, 0.415670055935699, 0.421271315765648, 0.288450065469726,
#> 0.393297186527348, 0.368142690858524, 0.260492518169934, 0.431188889136767,
#> 0.358608047393868, 0.523652063209244, 0.314052071494616, 0.370858494070593,
#> 0.402318926104387, 0.378153706199023, 0.383833482165454, 0.387061224297061,
#> 0.31288882815903, 0.394663673778714, 0.431242390051053, 0.452529957697901,
#> 0.378425193448278, 0.368051263609708, 0.393116570568035, 0.395657377762164,
#> 0.355755833755074, 0.47581111367637, 0.353090770755829, 0.404524822840484,
#> 0.412859256133887, 0.448798647934929, 1, 0.592728494059321, 0.385055795837315,
#> 0.306125634026261, 0.456050337605915, 0.32481438020568, 0.387009434856516,
#> 0.442705245702964, 0.495043259977437, 0.340840592227479, 0.413726411934958,
#> 0.421601057466444, 0.418380593467472, 0.471685997070368, 0.449257180204308,
#> 0.533580240108517, 0.432637332753831, 0.581075694235791, 0.265130222491901,
#> 0.487744959238963, 0.486030234004545, 0.450308506183777, 0.440456882708169,
#> 0.370649362568647, 0.329306656887645, 0.368995883996268, 0.43098715752057,
#> 0.423171150606698, 0.396078212543201, 0.361366590642294, 0.371821381835539,
#> 0.579684333679792, 0.468118670159985, 0.386027932658677, 0.370461172858898,
#> 0.430798749334532, 0.4244843266741, 0.355130134424685, 0.343439887861627,
#> 0.317258565277064, 0.347854270438445, 0.311956951518727, 0.345725615314069,
#> 0.434222314674153, 0.357084281627324, 0.334361437946346, 0.478425586899797,
#> 0.324797237221558, 0.533738596209533, 0.461339659579145, 0.252201837387599,
#> 0.299045368561662, 0.358992418242232, 0.337203590453111, 0.403767677466637,
#> 0.385428075600323, 0.270699533817344, 0.3705478663135, 0.359983563108156,
#> 0.488732766902554, 0.350233645908077, 0.377646203842373, 0.495801128275878,
#> 0.527478200778595, 0.398507574008271, 0.361881324542368, 0.487888231444474,
#> 0.49971528583401, 0.408351630459117, 0.472247051626884, 0.438242251330956,
#> 0.383988313145232, 0.407758902068426, 0.552677275665412, 0.495886263020233,
#> 0.411128280239312, 0.474227546830994, 0.562162518483437, 0.522208053631049,
#> 0.427422836053534, 0.592728494059321, 1, 0.362877104173276, 0.351738568667044,
#> 0.430564178438302, 0.443060859076539, 0.451819211443478, 0.499428634697308,
#> 0.423986400791684, 0.471975730494827, 0.430697881875941, 0.533030534969998,
#> 0.299496155542845, 0.333623476695075, 0.310527968358573, 0.345291951190271,
#> 0.403484782560363, 0.322841118688872, 0.4679320027404, 0.420374231781911,
#> 0.474048105349182, 0.404953626923935, 0.223314066482534, 0.3166573847724,
#> 0.418065279766969, 0.29885074482016, 0.473628298672985, 0.409787494112627,
#> 0.334783650696306, 0.395849607894447, 0.499770520374345, 0.407440582282367,
#> 0.47327698290818, 0.290322836050372, 0.382237395312513, 0.323968963433247,
#> 0.386326307890134, 0.573707880205944, 0.374954516615661, 0.304082388172547,
#> 0.336906975481074, 0.335514967683995, 0.371773918272653, 0.411744078623904,
#> 0.34793942915906, 0.386174857315258, 0.504361182224125, 0.295948595690197,
#> 0.380936877885021, 0.414794691108256, 0.392662953883356, 0.356423865655115,
#> 0.461582193557014, 0.419245093173003, 0.418711330010474, 0.330436176561734,
#> 0.360607391258882, 0.447768895185353, 0.39246032396754, 0.291147307087975,
#> 0.431034922348635, 0.278893108789683, 0.346766381010343, 0.412485988586312,
#> 0.365321525385058, 0.445018526883352, 0.357666052213609, 0.372829888765747,
#> 0.373209657659513, 0.429710865949001, 0.433301981385844, 0.385903275273603,
#> 0.453724443479352, 0.397183631967849, 0.371665013767286, 0.375216995202482,
#> 0.331929527695648, 0.444775527738382, 0.35633388031509, 0.388514030926449,
#> 0.385055795837315, 0.362877104173276, 1, 0.382014584865516, 0.414190219300978,
#> 0.357692691354941, 0.421107581758047, 0.5093938298548, 0.339326152439552,
#> 0.518894665007729, 0.42800100882828, 0.461285223282242, 0.522659570656846,
#> 0.365592285701872, 0.362302544685401, 0.367881336891069, 0.500037453853199,
#> 0.448171620997276, 0.333142885075431, 0.443091233909722, 0.340733065490178,
#> 0.284996700959835, 0.372985883077935, 0.386375451716278, 0.493160752254244,
#> 0.328375389817989, 0.305962226109383, 0.346620621973391, 0.288886623472363,
#> 0.302121958005627, 0.307100632389808, 0.316840773010162, 0.287262598614458,
#> 0.424283899468619, 0.3937356733631, 0.34369534366813, 0.290592893681001,
#> 0.380185242141027, 0.365093513519707, 0.373227250280658, 0.306467681480382,
#> 0.288929294808402, 0.453435297770301, 0.478204895818209, 0.449588156035568,
#> 0.368267917287596, 0.26454765505322, 0.292645556430756, 0.414531217953089,
#> 0.397879120540238, 0.388009177415806, 0.346970194668611, 0.472066167355459,
#> 0.470660430047656, 0.336325082455165, 0.521107635542075, 0.410235272866172,
#> 0.267015315335584, 0.489848509169555, 0.330602135482457, 0.403354947923474,
#> 0.413733719440046, 0.409991849832637, 0.468843795524815, 0.282363494185695,
#> 0.346196384896625, 0.421315243698953, 0.360618197982101, 0.379053948278851,
#> 0.298093250860867, 0.359399126165781, 0.508890074470259, 0.409191259469753,
#> 0.317816149334699, 0.406559318242481, 0.355238448118071, 0.338527167495253,
#> 0.304051309292733, 0.311702280272899, 0.331617361881309, 0.306125634026261,
#> 0.351738568667044, 0.382014584865516, 1, 0.293642905411279, 0.290328227171708,
#> 0.49772084040536, 0.373876620808552, 0.475259845197865, 0.386259581308279,
#> 0.384187338996193, 0.3045720261747, 0.427802839928018, 0.320403546619856,
#> 0.252433740341412, 0.408307724071831, 0.306255117373889, 0.382107092538649,
#> 0.382475485430971, 0.355873408909633, 0.460673049897194, 0.443702528854909,
#> 0.216605713279801, 0.377882766387227, 0.408902255257007, 0.320719254806406,
#> 0.458539766525818, 0.399028554376079, 0.355915675341274, 0.376756403725892,
#> 0.398894785668533, 0.543152610140293, 0.46454250065471, 0.264278384882089,
#> 0.34282825942826, 0.312295114914555, 0.44648525020581, 0.422860965087904,
#> 0.393150024739596, 0.368119543096423, 0.4898909924884, 0.472748533996821,
#> 0.346356449861236, 0.360410153588064, 0.212284057992435, 0.331732677006053,
#> 0.611697889834996, 0.323951183544186, 0.49693657104236, 0.456867477313557,
#> 0.457261469837206, 0.376394507074659, 0.411361310115695, 0.393590135014718,
#> 0.331571666621309, 0.304388140479305, 0.316427781648444, 0.5361744438215,
#> 0.381871434424053, 0.42512504026895, 0.279003809883233, 0.297328572209875,
#> 0.367885231077447, 0.354937929017727, 0.270056281045552, 0.486634616742911,
#> 0.337693294529965, 0.438821518768177, 0.287705998109727, 0.365453619384727,
#> 0.370612402203821, 0.432035780021995, 0.437675442896994, 0.473918442536231,
#> 0.301359141159421, 0.419848361792979, 0.297922472465974, 0.392475413131321,
#> 0.459793523842054, 0.374823770293539, 0.456050337605915, 0.430564178438302,
#> 0.414190219300978, 0.293642905411279, 1, 0.286800631191871, 0.36395622598256,
#> 0.412062317288604, 0.401970884901242, 0.347725940956221, 0.511918364813292,
#> 0.449905274381489, 0.341427820884485, 0.30493503423715, 0.405466263378993,
#> 0.381349541421023, 0.362182179791726, 0.348518483489466, 0.417139554812182,
#> 0.282350425038998, 0.381823530818716, 0.407143924959677, 0.427776960033368,
#> 0.413787139911591, 0.348115746278516, 0.63590593814568, 0.388142517593111,
#> 0.420912939016302, 0.323854778330884, 0.445761565751299, 0.308593721604914,
#> 0.45197228492749, 0.353037530794995, 0.314697675773148, 0.41482200028028,
#> 0.518935332374415, 0.292272572735296, 0.2964680645278, 0.404859359354328,
#> 0.583565593660938, 0.325841481306163, 0.362572767392312, 0.301648240914803,
#> 0.426125217479972, 0.28263441308188, 0.468509365549755, 0.466013661051159,
#> 0.389677937871544, 0.467236051772336, 0.318401118613555, 0.364794351914785,
#> 0.318710235124338, 0.267239339307927, 0.281966659817406, 0.403966789210882,
#> 0.363470229438353, 0.328208566208006, 0.405868980341778, 0.317086811972624,
#> 0.324562871709449, 0.426541185291895, 0.483983591070939, 0.466192201965749,
#> 0.455185487630641, 0.527278763935949, 0.376532014629043, 0.471092184870962,
#> 0.409225747740856, 0.366343683093591, 0.349867669646433, 0.472166863942842,
#> 0.259113876106345, 0.411874583009603, 0.441290402306642, 0.678436487647753,
#> 0.333832628068835, 0.480739957629733, 0.547326742207024, 0.520511628100391,
#> 0.317437752179928, 0.32481438020568, 0.443060859076539, 0.357692691354941,
#> 0.290328227171708, 0.286800631191871, 1, 0.420297776185664, 0.453216312164216,
#> 0.333900752439298, 0.58113303861964, 0.327714170483439, 0.46479648331635,
#> 0.294294797637195, 0.349183359283302, 0.496359555859989, 0.473108521510553,
#> 0.550781698690463, 0.41255885782889, 0.334939931687784, 0.349947441872017,
#> 0.379346719439158, 0.397940662173032, 0.446339835719163, 0.290927259438583,
#> 0.474900796435077, 0.388320966849829, 0.419663176414728, 0.371316195634586,
#> 0.309281490813886, 0.394015112322236, 0.400612324486576, 0.46481589299003,
#> 0.416138944136462, 0.409331855719335, 0.350992813982195, 0.347607791029657,
#> 0.381816969093331, 0.381326143168616, 0.42637853503909, 0.331608637506481,
#> 0.298688326257451, 0.318757167626075, 0.44019839175503, 0.355416573809354,
#> 0.395546901963285, 0.417723773770105, 0.445844889819116, 0.275207703750836,
#> 0.473844335209634, 0.402654878260848, 0.369209155834775, 0.306018958748071,
#> 0.344901670466904, 0.390124171939601, 0.286903013732213, 0.496061132723171,
#> 0.338512643420755, 0.397839818780466, 0.414745450031154, 0.43578716670161,
#> 0.467849191494944, 0.296801208627597, 0.442625055815829, 0.597005388684677,
#> 0.342356240411048, 0.316720966840691, 0.49983976306195, 0.443186261489539,
#> 0.422216020965423, 0.441266231805326, 0.449583828822467, 0.408262832747384,
#> 0.439416262204445, 0.437037569339315, 0.477313409074592, 0.282149662943842,
#> 0.449293865391467, 0.403081001090808, 0.508943819833586, 0.55693492354364,
#> 0.387009434856516, 0.451819211443478, 0.421107581758047, 0.49772084040536,
#> 0.36395622598256, 0.420297776185664, 1, 0.472049847768266, 0.443994803886952,
#> 0.507314750302895, 0.563501466898953, 0.522419601148665, 0.409827548937339,
#> 0.397244677160969, 0.457460208126228, 0.474206032634362, 0.372034071782699,
#> 0.475775564651962, 0.385227983899825, 0.317537376495422, 0.574207070091408,
#> 0.504847573771035, 0.312819560416953, 0.331939545695846, 0.293342107130697,
#> 0.485377306497756, 0.460480828795242, 0.431393721300009, 0.46653350920983,
#> 0.281738628819058, 0.367541235573149, 0.462723011232396, 0.417264394581524,
#> 0.339419194517305, 0.488430576809293, 0.347755723244365, 0.38321566422728,
#> 0.347990818452783, 0.222192229251472, 0.369760315158131, 0.368836892874469,
#> 0.266144800866023, 0.267697903224065, 0.457159838814265, 0.301548607799009,
#> 0.392112128504146, 0.414229193735424, 0.359198453832465, 0.357773293787479,
#> 0.435581694556802, 0.324117180086288, 0.282424017092098, 0.50790829978321,
#> 0.386655045690388, 0.436073191641746, 0.305804521214684, 0.317710156853675,
#> 0.360767631928534, 0.391586773163393, 0.365719171135921, 0.456627789673651,
#> 0.429282729727638, 0.34055488687215, 0.4201669902867, 0.565356568959849,
#> 0.514654517434763, 0.346510806800468, 0.488109371193021, 0.325316609186832,
#> 0.375336397311746, 0.379651424692372, 0.30669134713445, 0.365089405184791,
#> 0.356981612703039, 0.474285907162452, 0.525863517554869, 0.515309665700502,
#> 0.48831604430203, 0.382156031677412, 0.415849599287191, 0.442705245702964,
#> 0.499428634697308, 0.5093938298548, 0.373876620808552, 0.412062317288604,
#> 0.453216312164216, 0.472049847768266, 1, 0.412208244274936, 0.464387435394556,
#> 0.513498138655476, 0.4298574153166, 0.41962250910083, 0.380919398483985,
#> 0.2428383017374, 0.365750779164367, 0.347903359440254, 0.723745574687006,
#> 0.401602135540806, 0.36286650186218, 0.484295654824329, 0.276631266836178,
#> 0.300492932016696, 0.50422609814784, 0.445187103511161, 0.376555850181019,
#> 0.354726212160339, 0.302093018443027, 0.52290504453792, 0.364304564814268,
#> 0.379827415141869, 0.322507411701295, 0.3245315122479, 0.354793537610449,
#> 0.344860893415085, 0.295846398294935, 0.469591794775152, 0.359089689039512,
#> 0.337140763574508, 0.412821868938147, 0.371570311025362, 0.248049311187622,
#> 0.404343652751355, 0.403374182842975, 0.285557287344639, 0.232349501942854,
#> 0.366836297160434, 0.500695314477962, 0.406916266241462, 0.510958130729779,
#> 0.350567412803918, 0.35433408963771, 0.373997274605547, 0.245683009485756,
#> 0.447176721885272, 0.35063073613194, 0.274833754815132, 0.279027242901234,
#> 0.724923893200962, 0.419692078565799, 0.353462027847497, 0.621910913246694,
#> 0.396140855889567, 0.33009006018608, 0.35594337840178, 0.284420593515779,
#> 0.393538166622558, 0.41481998434569, 0.339938342671069, 0.323252144258219,
#> 0.360133304895345, 0.427556568272903, 0.416984415323415, 0.381709617670506,
#> 0.346362969364771, 0.438320889963176, 0.39871481570331, 0.324476878633117,
#> 0.324444682876876, 0.351364054271514, 0.495043259977437, 0.423986400791684,
#> 0.339326152439552, 0.475259845197865, 0.401970884901242, 0.333900752439298,
#> 0.443994803886952, 0.412208244274936, 1, 0.271169300586933, 0.398817183270488,
#> 0.333863957470153, 0.326007428481985, 0.276185724361133, 0.421231959963258,
#> 0.408579575662278, 0.485659534385573, 0.308196839307239, 0.407294003661846,
#> 0.380729639969154, 0.379777072524846, 0.379321506578867, 0.339275959936866,
#> 0.28253062960655, 0.450322681639694, 0.472981669554356, 0.506647601049178,
#> 0.405538763472933, 0.242046035277737, 0.397916210288526, 0.27509709229752,
#> 0.580226854607985, 0.419441926471505, 0.291815803466797, 0.399389222688474,
#> 0.510157655267838, 0.310432817081035, 0.462291002197165, 0.410291434203804,
#> 0.38947534095156, 0.292452461811067, 0.330370956943996, 0.332934534252992,
#> 0.418273461175704, 0.473406632108163, 0.520613241964622, 0.563749750270503,
#> 0.323798020375994, 0.549687304657242, 0.28385501750871, 0.33159557255428,
#> 0.291528662254768, 0.389096030196957, 0.377890015637907, 0.336164748240209,
#> 0.441627526279745, 0.329910626678033, 0.358540579516738, 0.308813900302044,
#> 0.317250844009548, 0.370069584648462, 0.28239794031832, 0.463341585209218,
#> 0.50453342157074, 0.386345697085658, 0.375795022121502, 0.391277380057476,
#> 0.3630269971615, 0.373977327751978, 0.431535362397226, 0.477448044788761,
#> 0.291259566827611, 0.596238797806081, 0.487097738867234, 0.611146025417851,
#> 0.359378434150756, 0.381789347515067, 0.41144572402289, 0.562403045499134,
#> 0.414026866130561, 0.340840592227479, 0.471975730494827, 0.518894665007729,
#> 0.386259581308279, 0.347725940956221, 0.58113303861964, 0.507314750302895,
#> 0.464387435394556, 0.271169300586933, 1, 0.508510420689703, 0.661399300832891,
#> 0.390204333400992, 0.360736843774321, 0.422009892069721, 0.545669432769359,
#> 0.365759688500774, 0.410200581855578, 0.332683128918231, 0.28342747211358,
#> 0.41496279068546, 0.380367751939629, 0.30373028357387, 0.230092382301212,
#> 0.452099569709205, 0.387530100949272, 0.509081053400796, 0.365823318227962,
#> 0.391462039879293, 0.403996714636721, 0.405335063575909, 0.484542848546121,
#> 0.379951382711157, 0.351730438231692, 0.440498556978331, 0.384289882372124,
#> 0.457818624028545, 0.461435850468781, 0.307062597084097, 0.325324256618186,
#> 0.35600172783787, 0.367552608161444, 0.30592721490529, 0.464813007153843,
#> 0.387863644871929, 0.467335247203666, 0.568079076243822, 0.34690582156228,
#> 0.605229620030429, 0.424372644212043, 0.403976120494832, 0.322591658168874,
#> 0.516168544575705, 0.313605737116581, 0.274401774189879, 0.401008821172518,
#> 0.358762760084711, 0.328593910371113, 0.410405323560419, 0.38279320470985,
#> 0.280345334520191, 0.310206059256113, 0.376143428656285, 0.41277900493638,
#> 0.388726278603847, 0.413320254164345, 0.326092422250748, 0.444758375721197,
#> 0.371202865648857, 0.519168859779327, 0.357893739789847, 0.317469045508127,
#> 0.444564409861892, 0.367397213931612, 0.420621436223465, 0.397324801429114,
#> 0.464658046318955, 0.340911776663847, 0.510852920352025, 0.506227083376098,
#> 0.413726411934958, 0.430697881875941, 0.42800100882828, 0.384187338996193,
#> 0.511918364813292, 0.327714170483439, 0.563501466898953, 0.513498138655476,
#> 0.398817183270488, 0.508510420689703, 1, 0.54655830670031, 0.522581764458057,
#> 0.278008325290869, 0.386474704898297, 0.381453476691517, 0.412343446496988,
#> 0.310029748187604, 0.372228735842672, 0.384254675119339, 0.382298141935741,
#> 0.352228984039438, 0.314950449526419, 0.320946327390602, 0.5106410370964,
#> 0.387980994775498, 0.603067573139356, 0.331812506140439, 0.281302151019769,
#> 0.505644755019546, 0.320866498375269, 0.549744591183266, 0.65715673846357,
#> 0.275282042340735, 0.319521632185001, 0.41110715228175, 0.445438384641301,
#> 0.41100631941063, 0.438879480875573, 0.302646833789975, 0.274321530991799,
#> 0.395264750122919, 0.361974131170079, 0.340015876156542, 0.413083090735272,
#> 0.468188765895162, 0.66746721265559, 0.37853012907153, 0.507872649404741,
#> 0.398196910280034, 0.388739992026944, 0.344462530374699, 0.341844602869667,
#> 0.353603748458928, 0.262672705646363, 0.445620324541686, 0.314218038100101,
#> 0.469660555998448, 0.345330011380855, 0.383360059335422, 0.301834485685917,
#> 0.269830058888109, 0.389975633680307, 0.457621181030508, 0.311510262676636,
#> 0.311901032854781, 0.421199729880394, 0.355196295569455, 0.432121402782209,
#> 0.545240623030426, 0.555682767937427, 0.368642727523147, 0.520653223643469,
#> 0.581185397090901, 0.428453023321388, 0.355406215707732, 0.3377706328076,
#> 0.362628516607103, 0.549205979349178, 0.495478372588225, 0.421601057466444,
#> 0.533030534969998, 0.461285223282242, 0.3045720261747, 0.449905274381489,
#> 0.46479648331635, 0.522419601148665, 0.4298574153166, 0.333863957470153,
#> 0.661399300832891, 0.54655830670031, 1, 0.344542045285135, 0.417547754765806,
#> 0.444259989764026, 0.380387561550171, 0.331048832841031, 0.336720819325917,
#> 0.440986670739622, 0.382421026820118, 0.281654502278279, 0.472965026540509,
#> 0.295010166358946, 0.230936899495431, 0.418839411551192, 0.319601042021846,
#> 0.469715078932201, 0.374299602527, 0.428473428002694, 0.455964515463539,
#> 0.554775927042706, 0.303597238413508, 0.3907797973546, 0.52506721718627,
#> 0.483736450253182, 0.391518458150575, 0.354467104665091, 0.63168153369185,
#> 0.329819589171928, 0.290220669918347, 0.29108548343654, 0.431899774701825,
#> 0.369440200786908, 0.528915861487931, 0.37262059761857, 0.559686711493278,
#> 0.376033909382026, 0.255300252578959, 0.383053290851745, 0.348460724591617,
#> 0.419135757839946, 0.614734011279255, 0.523691294151823, 0.459143337829985,
#> 0.274753710809779, 0.405399736769707, 0.572237247249092, 0.447950551721576,
#> 0.369274800054969, 0.43526920123231, 0.35497329235311, 0.372792170100435,
#> 0.32264119244619, 0.334232879577628, 0.424227019352222, 0.508831107023752,
#> 0.347702528530927, 0.452478052704671, 0.401758936864722, 0.463427647256575,
#> 0.465556544834046, 0.354312304061304, 0.37556966117719, 0.226952334611175,
#> 0.381936669443429, 0.314051590261783, 0.459627346031179, 0.34238543328699,
#> 0.322908290056218, 0.350521694419434, 0.418380593467472, 0.299496155542845,
#> 0.522659570656846, 0.427802839928018, 0.341427820884485, 0.294294797637195,
#> 0.409827548937339, 0.41962250910083, 0.326007428481985, 0.390204333400992,
#> 0.522581764458057, 0.344542045285135, 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 0.3371191 0.4470127 0.3287092 0.5358548 0.2743169 0.4084319
#> 2 0.3371191 1.0000000 0.5170713 0.4695096 0.3350769 0.2717999 0.3048023
#> 3 0.4470127 0.5170713 1.0000000 0.4135860 0.5010267 0.3054544 0.3490179
#> 4 0.3287092 0.4695096 0.4135860 1.0000000 0.3929868 0.3185131 0.4305266
#> 5 0.5358548 0.3350769 0.5010267 0.3929868 1.0000000 0.4159109 0.3756600
#> 6 0.2743169 0.2717999 0.3054544 0.3185131 0.4159109 1.0000000 0.3446711
#> 7 0.4084319 0.3048023 0.3490179 0.4305266 0.3756600 0.3446711 1.0000000
#> 8 0.3068453 0.3084264 0.5099212 0.4000860 0.4715286 0.3851245 0.3829189
#> 9 0.5176782 0.4805735 0.4701727 0.3800464 0.3507696 0.3509773 0.4017727
#> 10 0.4086444 0.5776666 0.4171914 0.3790418 0.3810441 0.2854018 0.3144329
#> 11 0.3599164 0.1987612 0.2894500 0.3024327 0.4068779 0.4129884 0.4924826
#> 12 0.3381995 0.2641109 0.3825772 0.3748396 0.3758328 0.4498630 0.4647371
#> 13 0.3052143 0.3857251 0.3851471 0.3025162 0.3669903 0.3650720 0.2221476
#> 14 0.3004388 0.3746996 0.4113585 0.3327760 0.3995854 0.5245287 0.4087674
#> 15 0.5158202 0.3768906 0.4422334 0.3874393 0.3583494 0.2662095 0.3468899
#> 16 0.4521682 0.3659417 0.3762825 0.3245217 0.6147031 0.4114186 0.2806284
#> 17 0.2797155 0.3613831 0.3119713 0.3197270 0.3100302 0.4048578 0.3200051
#> 18 0.5636927 0.3660068 0.3883779 0.3809615 0.4316052 0.4239364 0.3625684
#> 19 0.3388688 0.3739876 0.4535921 0.4464386 0.3983972 0.3270207 0.3749213
#> 20 0.3900453 0.3111006 0.3687974 0.3280132 0.3332733 0.4079053 0.5633916
#> 21 0.4849554 0.4826387 0.4449333 0.4109564 0.4473617 0.3319065 0.4451899
#> 22 0.3907291 0.3427777 0.4273042 0.2505933 0.4755873 0.4252894 0.3507182
#> 23 0.3111281 0.4587021 0.4993600 0.4048720 0.3341363 0.3281705 0.3412126
#> 24 0.3673926 0.3258160 0.4470834 0.4159040 0.4519431 0.3732202 0.4309927
#> 25 0.3582202 0.2597077 0.4109769 0.2739610 0.3698305 0.5369266 0.5067433
#> 26 0.3417691 0.2832818 0.3611830 0.4195531 0.3142997 0.4659547 0.4878814
#> 27 0.2371481 0.2864120 0.3323309 0.3159008 0.3594842 0.4345946 0.2685177
#> 28 0.3486546 0.2594952 0.4895496 0.3162729 0.3938671 0.3257529 0.3279762
#> 29 0.3155373 0.4064605 0.3956537 0.3133075 0.2784984 0.4489962 0.3229681
#> 30 0.2903923 0.3369064 0.2981041 0.3679415 0.3747082 0.4115777 0.4607010
#> 31 0.4220343 0.4448494 0.5520426 0.3175652 0.4637110 0.3405373 0.3566240
#> 32 0.2929757 0.4520312 0.3411298 0.4553072 0.3258687 0.2933503 0.3984752
#> 33 0.3763157 0.5108327 0.3836712 0.3684056 0.2659954 0.3895561 0.2748642
#> 34 0.3121033 0.3061246 0.3403010 0.3752418 0.3154143 0.3407292 0.3167945
#> 35 0.3727490 0.2413465 0.3088972 0.3047124 0.4488316 0.4119755 0.2337449
#> 36 0.3875611 0.3562464 0.4594711 0.3727591 0.4196807 0.3418204 0.3515084
#> 37 0.3524129 0.2878419 0.4390567 0.3502814 0.5268207 0.3917747 0.3890034
#> 38 0.3449951 0.2888551 0.3521951 0.3275759 0.3020120 0.4888086 0.3471357
#> 39 0.3555155 0.3603382 0.3127340 0.2722338 0.3300193 0.5337044 0.4638472
#> 40 0.4192792 0.3780224 0.5038233 0.3642561 0.4765886 0.3887135 0.3484689
#> 41 0.2815498 0.4423468 0.3558365 0.5309582 0.3057704 0.4073427 0.4137502
#> 42 0.4510953 0.2592446 0.4232094 0.3657565 0.4809301 0.3255426 0.3562972
#> 43 0.3602156 0.3556404 0.3670677 0.4116267 0.3981790 0.3579573 0.3956922
#> 44 0.3808584 0.4539607 0.4179040 0.3305715 0.3145951 0.4693287 0.3314976
#> 45 0.3207796 0.3554447 0.3516660 0.3440197 0.2591503 0.4183543 0.4358437
#> 46 0.3253449 0.2272536 0.3782481 0.3596215 0.6156318 0.5544440 0.3757953
#> 47 0.4745002 0.4467441 0.5115475 0.4128103 0.4802084 0.3622888 0.4101561
#> 48 0.2810879 0.4172720 0.3327555 0.5213368 0.3623508 0.4369877 0.3359449
#> 49 0.4461741 0.3201743 0.3582628 0.3097682 0.5931672 0.4837429 0.3264412
#> 50 0.4179084 0.3833299 0.3508798 0.4595840 0.3772588 0.2824010 0.4210944
#> 51 0.4263699 0.4492172 0.3739518 0.5816944 0.3766413 0.3097847 0.3518802
#> 52 0.3321994 0.5348051 0.5050295 0.3265548 0.4171080 0.3373063 0.2307063
#> 53 0.4983839 0.4214911 0.4166407 0.3316501 0.3301087 0.3640913 0.3254687
#> 54 0.2909556 0.4851607 0.4219528 0.4903775 0.4438130 0.4349551 0.3415671
#> 55 0.3574366 0.5308027 0.5229749 0.4659760 0.4682454 0.3427192 0.3240178
#> 56 0.5451231 0.3464797 0.3906028 0.5005469 0.3509862 0.2887653 0.4415647
#> 57 0.5236983 0.4008847 0.3689175 0.3912462 0.3689471 0.3024219 0.3815268
#> 58 0.2851635 0.4888772 0.3114598 0.3984674 0.3375378 0.4896078 0.4207718
#> 59 0.3926391 0.2445983 0.3334692 0.3738100 0.4028736 0.4092148 0.5993774
#> 60 0.3172413 0.2739778 0.3883665 0.3816714 0.3910344 0.4701540 0.4839653
#> 61 0.2601246 0.3165259 0.4355169 0.4209753 0.3599202 0.3273602 0.4759088
#> 62 0.3770092 0.4644830 0.4288892 0.4558487 0.3974427 0.3212565 0.3162861
#> 63 0.2930670 0.2796306 0.4771441 0.3875095 0.4221534 0.3104756 0.3568733
#> 64 0.4399885 0.5277456 0.4965012 0.3885198 0.5485699 0.3676873 0.2495734
#> 65 0.4157502 0.5279959 0.4835857 0.5133779 0.3740127 0.3334790 0.3618076
#> 66 0.3745268 0.3776840 0.6044932 0.4037255 0.3663013 0.3288479 0.3751821
#> 67 0.3906797 0.3372143 0.4959240 0.4427584 0.3583433 0.2903240 0.4039914
#> 68 0.4676067 0.3143965 0.4220109 0.3357087 0.4782957 0.2911861 0.5131614
#> 69 0.4716860 0.4492572 0.5335802 0.4326373 0.5810757 0.2651302 0.4877450
#> 70 0.3336235 0.3105280 0.3452920 0.4034848 0.3228411 0.4679320 0.4203742
#> 71 0.3655923 0.3623025 0.3678813 0.5000375 0.4481716 0.3331429 0.4430912
#> 72 0.3204035 0.2524337 0.4083077 0.3062551 0.3821071 0.3824755 0.3558734
#> 73 0.3049350 0.4054663 0.3813495 0.3621822 0.3485185 0.4171396 0.2823504
#> 74 0.3491834 0.4963596 0.4731085 0.5507817 0.4125589 0.3349399 0.3499474
#> 75 0.3972447 0.4574602 0.4742060 0.3720341 0.4757756 0.3852280 0.3175374
#> 76 0.3809194 0.2428383 0.3657508 0.3479034 0.7237456 0.4016021 0.3628665
#> 77 0.2761857 0.4212320 0.4085796 0.4856595 0.3081968 0.4072940 0.3807296
#> 78 0.3607368 0.4220099 0.5456694 0.3657597 0.4102006 0.3326831 0.2834275
#> 79 0.2780083 0.3864747 0.3814535 0.4123434 0.3100297 0.3722287 0.3842547
#> 80 0.4175478 0.4442600 0.3803876 0.3310488 0.3367208 0.4409867 0.3824210
#> [,8] [,9] [,10] [,11] [,12] [,13] [,14]
#> 1 0.3068453 0.5176782 0.4086444 0.3599164 0.3381995 0.3052143 0.3004388
#> 2 0.3084264 0.4805735 0.5776666 0.1987612 0.2641109 0.3857251 0.3746996
#> 3 0.5099212 0.4701727 0.4171914 0.2894500 0.3825772 0.3851471 0.4113585
#> 4 0.4000860 0.3800464 0.3790418 0.3024327 0.3748396 0.3025162 0.3327760
#> 5 0.4715286 0.3507696 0.3810441 0.4068779 0.3758328 0.3669903 0.3995854
#> 6 0.3851245 0.3509773 0.2854018 0.4129884 0.4498630 0.3650720 0.5245287
#> 7 0.3829189 0.4017727 0.3144329 0.4924826 0.4647371 0.2221476 0.4087674
#> 8 1.0000000 0.3179074 0.2902320 0.4841656 0.3474862 0.3965896 0.3693855
#> 9 0.3179074 1.0000000 0.3255584 0.3321016 0.2907109 0.3920738 0.3437250
#> 10 0.2902320 0.3255584 1.0000000 0.2513777 0.2607175 0.3460029 0.2822324
#> 11 0.4841656 0.3321016 0.2513777 1.0000000 0.4701942 0.3889933 0.2886992
#> 12 0.3474862 0.2907109 0.2607175 0.4701942 1.0000000 0.3886562 0.4969022
#> 13 0.3965896 0.3920738 0.3460029 0.3889933 0.3886562 1.0000000 0.3048836
#> 14 0.3693855 0.3437250 0.2822324 0.2886992 0.4969022 0.3048836 1.0000000
#> 15 0.3873405 0.6028515 0.3363611 0.3787575 0.3663672 0.5464798 0.2381529
#> 16 0.4115803 0.4184587 0.2922544 0.3341396 0.2817519 0.3499865 0.4180739
#> 17 0.2803815 0.3996501 0.2547704 0.3367673 0.5546146 0.4969154 0.4526651
#> 18 0.3612826 0.4839469 0.3206232 0.3221414 0.4275593 0.3073479 0.3938456
#> 19 0.3661813 0.5681023 0.2906822 0.3364094 0.3736387 0.4417794 0.3698892
#> 20 0.3737611 0.4655893 0.2703572 0.4091388 0.4480551 0.2603970 0.6047326
#> 21 0.2813509 0.3803732 0.5409452 0.2601014 0.3041109 0.2701084 0.4037642
#> 22 0.3975856 0.3992401 0.2768747 0.3596471 0.4699731 0.4520452 0.4788608
#> 23 0.3741294 0.3796599 0.4253195 0.2680071 0.3737574 0.4563785 0.3816077
#> 24 0.4456615 0.3394440 0.3006804 0.3562089 0.3681870 0.2290289 0.5524138
#> 25 0.3765218 0.3817219 0.2480341 0.3350248 0.6021092 0.3162743 0.5627899
#> 26 0.3197197 0.3414364 0.3249676 0.4650287 0.5849041 0.2698488 0.4451757
#> 27 0.3871624 0.3382092 0.2780818 0.4378451 0.4439142 0.6972875 0.2958326
#> 28 0.4698860 0.4108803 0.2279488 0.3594194 0.3663696 0.3893396 0.2694782
#> 29 0.2324959 0.4973054 0.3040576 0.3003146 0.4351245 0.3424026 0.4059267
#> 30 0.2584116 0.2810427 0.3718572 0.3340924 0.4805263 0.2601109 0.4489682
#> 31 0.3463322 0.3987826 0.3436101 0.3051806 0.4132047 0.3860276 0.4253977
#> 32 0.3018674 0.2383701 0.4522898 0.2500225 0.4135730 0.2850355 0.3806750
#> 33 0.2452225 0.5331353 0.4206122 0.2436367 0.3199998 0.4664517 0.3670193
#> 34 0.4182043 0.3617502 0.2343858 0.3329682 0.4542972 0.3857419 0.5118479
#> 35 0.4036218 0.2617170 0.3113674 0.3406050 0.3136567 0.4030618 0.2920481
#> 36 0.4244685 0.3539823 0.3945509 0.3625896 0.5065317 0.3973303 0.4075898
#> 37 0.3935545 0.3875721 0.2951197 0.3939914 0.3980599 0.2926380 0.4762670
#> 38 0.3009804 0.3819836 0.2784459 0.4432623 0.5717208 0.3773786 0.4314454
#> 39 0.2279164 0.4343293 0.3395236 0.3646567 0.4589554 0.2815150 0.5136880
#> 40 0.3946945 0.4868247 0.2786304 0.2672437 0.3777425 0.3347834 0.4648410
#> 41 0.3427240 0.4436283 0.2941363 0.2895876 0.3899462 0.3128631 0.3811487
#> 42 0.5753349 0.3542246 0.3483130 0.4330678 0.3180755 0.4509432 0.2391847
#> 43 0.3028381 0.2841219 0.4072888 0.3515803 0.5413620 0.3839942 0.4279313
#> 44 0.2649406 0.4824349 0.3884581 0.2515270 0.3475775 0.3080155 0.3827321
#> 45 0.3494539 0.5917044 0.2469952 0.4153194 0.4264449 0.3536556 0.4357369
#> 46 0.5180114 0.2387856 0.3102684 0.4436282 0.5065352 0.3311980 0.4438829
#> 47 0.3659088 0.4873934 0.4315248 0.3603622 0.3496148 0.3491947 0.3681543
#> 48 0.4035117 0.4170986 0.3568226 0.3629893 0.3017831 0.3721372 0.2561898
#> 49 0.3667853 0.3829133 0.3844487 0.4890621 0.3960738 0.5108743 0.3605923
#> 50 0.3826566 0.3666565 0.4520954 0.4024638 0.3893419 0.4140493 0.2889115
#> 51 0.3471237 0.4699132 0.4380440 0.3396238 0.3769339 0.4902964 0.2704876
#> 52 0.4090630 0.5081215 0.3837486 0.2485245 0.2128119 0.5056753 0.3201439
#> 53 0.3291497 0.7350095 0.3287417 0.2908886 0.3132099 0.4562183 0.3011783
#> 54 0.4080230 0.2923836 0.6023865 0.3247347 0.3831257 0.3424920 0.4294969
#> 55 0.3912451 0.4387826 0.4454089 0.2321625 0.2669597 0.3259901 0.4407398
#> 56 0.2957848 0.4021073 0.4200611 0.2970953 0.3940814 0.3096304 0.2945313
#> 57 0.2810608 0.4218168 0.3662164 0.2843994 0.3710862 0.3256557 0.4097351
#> 58 0.3106858 0.3520926 0.4800083 0.3408282 0.4165079 0.3553260 0.5598319
#> 59 0.4107513 0.2619776 0.3639677 0.4648461 0.5421266 0.2431629 0.4457107
#> 60 0.3619020 0.2981440 0.3216681 0.3919379 0.6284539 0.4104562 0.5259926
#> 61 0.4801448 0.3497916 0.3158537 0.4199904 0.4344573 0.3596005 0.4068113
#> 62 0.3596621 0.4539276 0.4539815 0.3308473 0.4285773 0.6482990 0.3460204
#> 63 0.5542903 0.3914698 0.2134028 0.3620454 0.3238078 0.3433921 0.3036986
#> 64 0.3789086 0.4610078 0.3466384 0.2543195 0.3074176 0.4708540 0.3814626
#> 65 0.4964349 0.5668697 0.4110890 0.3623717 0.2713568 0.3794318 0.3359059
#> 66 0.4511285 0.4184713 0.4228134 0.3575802 0.4533700 0.3414952 0.4638355
#> 67 0.4014310 0.3761922 0.2754874 0.3106769 0.5443103 0.3632790 0.4626922
#> 68 0.4266879 0.5169125 0.3137060 0.3990153 0.3477584 0.3265060 0.4107696
#> 69 0.4860302 0.4503085 0.4404569 0.3706494 0.3293067 0.3689959 0.4309872
#> 70 0.4740481 0.4049536 0.2233141 0.3166574 0.4180653 0.2988507 0.4736283
#> 71 0.3407331 0.2849967 0.3729859 0.3863755 0.4931608 0.3283754 0.3059622
#> 72 0.4606730 0.4437025 0.2166057 0.3778828 0.4089023 0.3207193 0.4585398
#> 73 0.3818235 0.4071439 0.4277770 0.4137871 0.3481157 0.6359059 0.3881425
#> 74 0.3793467 0.3979407 0.4463398 0.2909273 0.4749008 0.3883210 0.4196632
#> 75 0.5742071 0.5048476 0.3128196 0.3319395 0.2933421 0.4853773 0.4604808
#> 76 0.4842957 0.2766313 0.3004929 0.5042261 0.4451871 0.3765559 0.3547262
#> 77 0.3797771 0.3793215 0.3392760 0.2825306 0.4503227 0.4729817 0.5066476
#> 78 0.4149628 0.3803678 0.3037303 0.2300924 0.4520996 0.3875301 0.5090811
#> 79 0.3822981 0.3522290 0.3149504 0.3209463 0.5106410 0.3879810 0.6030676
#> 80 0.2816545 0.4729650 0.2950102 0.2309369 0.4188394 0.3196010 0.4697151
#> [,15] [,16] [,17] [,18] [,19] [,20] [,21]
#> 1 0.5158202 0.4521682 0.2797155 0.5636927 0.3388688 0.3900453 0.4849554
#> 2 0.3768906 0.3659417 0.3613831 0.3660068 0.3739876 0.3111006 0.4826387
#> 3 0.4422334 0.3762825 0.3119713 0.3883779 0.4535921 0.3687974 0.4449333
#> 4 0.3874393 0.3245217 0.3197270 0.3809615 0.4464386 0.3280132 0.4109564
#> 5 0.3583494 0.6147031 0.3100302 0.4316052 0.3983972 0.3332733 0.4473617
#> 6 0.2662095 0.4114186 0.4048578 0.4239364 0.3270207 0.4079053 0.3319065
#> 7 0.3468899 0.2806284 0.3200051 0.3625684 0.3749213 0.5633916 0.4451899
#> 8 0.3873405 0.4115803 0.2803815 0.3612826 0.3661813 0.3737611 0.2813509
#> 9 0.6028515 0.4184587 0.3996501 0.4839469 0.5681023 0.4655893 0.3803732
#> 10 0.3363611 0.2922544 0.2547704 0.3206232 0.2906822 0.2703572 0.5409452
#> 11 0.3787575 0.3341396 0.3367673 0.3221414 0.3364094 0.4091388 0.2601014
#> 12 0.3663672 0.2817519 0.5546146 0.4275593 0.3736387 0.4480551 0.3041109
#> 13 0.5464798 0.3499865 0.4969154 0.3073479 0.4417794 0.2603970 0.2701084
#> 14 0.2381529 0.4180739 0.4526651 0.3938456 0.3698892 0.6047326 0.4037642
#> 15 1.0000000 0.3775876 0.3811947 0.4710992 0.5058199 0.3293950 0.3478095
#> 16 0.3775876 1.0000000 0.3729386 0.5444070 0.2732071 0.3476298 0.5086028
#> 17 0.3811947 0.3729386 1.0000000 0.5067686 0.4191350 0.3993077 0.3010355
#> 18 0.4710992 0.5444070 0.5067686 1.0000000 0.3427250 0.3962777 0.4923647
#> 19 0.5058199 0.2732071 0.4191350 0.3427250 1.0000000 0.4415103 0.2365472
#> 20 0.3293950 0.3476298 0.3993077 0.3962777 0.4415103 1.0000000 0.3446635
#> 21 0.3478095 0.5086028 0.3010355 0.4923647 0.2365472 0.3446635 1.0000000
#> 22 0.4031591 0.4539291 0.3907849 0.3866005 0.3095388 0.3627697 0.3986205
#> 23 0.4321210 0.3499689 0.4494793 0.3973405 0.4041064 0.3111735 0.4537592
#> 24 0.2841412 0.5033935 0.3108697 0.3907147 0.3346809 0.5017091 0.4218360
#> 25 0.3641216 0.3219601 0.4894904 0.4885156 0.3629945 0.4642704 0.3853547
#> 26 0.2855052 0.2712353 0.4821390 0.3856732 0.3585836 0.4990989 0.3277232
#> 27 0.4195217 0.3168853 0.4971677 0.3070181 0.4060603 0.2220277 0.2527297
#> 28 0.5096644 0.3836786 0.3372585 0.3718889 0.3670710 0.2702634 0.3068489
#> 29 0.3997222 0.3547831 0.5957222 0.4592316 0.4416768 0.4051206 0.3455547
#> 30 0.2500169 0.3250837 0.4623655 0.4205073 0.3022657 0.4074633 0.4487754
#> 31 0.4361904 0.3971735 0.3693222 0.3669781 0.3700080 0.3147257 0.4376785
#> 32 0.2787913 0.3097991 0.3150638 0.3095288 0.2687773 0.3200491 0.4541391
#> 33 0.4485140 0.3496672 0.4481089 0.3725172 0.4383587 0.3836823 0.4454612
#> 34 0.3584116 0.3239680 0.5130405 0.3999262 0.5445661 0.4574048 0.2376861
#> 35 0.3228284 0.4230005 0.2788174 0.3062400 0.2823736 0.2842036 0.2914682
#> 36 0.4123824 0.3135801 0.4529663 0.3921071 0.4951599 0.3355607 0.3101406
#> 37 0.3293099 0.4317323 0.3556005 0.3997865 0.4491254 0.4683628 0.3594310
#> 38 0.3853777 0.3397553 0.5016188 0.5068585 0.3829575 0.4015152 0.3825840
#> 39 0.2712378 0.4176715 0.5086479 0.4908403 0.2833965 0.4743506 0.5041282
#> 40 0.4179810 0.5419983 0.3187961 0.3747967 0.3618449 0.3887071 0.4335897
#> 41 0.4024770 0.3365364 0.3656307 0.4354010 0.3900779 0.3828800 0.4265640
#> 42 0.5351272 0.3981605 0.2794673 0.4228340 0.3644686 0.2705282 0.3343208
#> 43 0.3691589 0.3597163 0.4509572 0.3835179 0.3529889 0.4368178 0.5197293
#> 44 0.3265115 0.3607434 0.3643931 0.3842392 0.2721614 0.3676115 0.4557594
#> 45 0.4066135 0.2989289 0.5699486 0.4998571 0.4721142 0.6451124 0.2910946
#> 46 0.2413890 0.4590993 0.3453416 0.4301598 0.2734226 0.3359234 0.4024723
#> 47 0.4006856 0.3914798 0.3653501 0.4891725 0.3707823 0.4228116 0.5344191
#> 48 0.3626377 0.3151095 0.3290757 0.3934104 0.3666441 0.3126405 0.3036681
#> 49 0.3384503 0.5486639 0.4100553 0.4306027 0.3130260 0.2752362 0.4073222
#> 50 0.4298892 0.2892793 0.3605533 0.3967259 0.3969380 0.3039626 0.3696375
#> 51 0.5682282 0.3069123 0.4005542 0.4359164 0.5769380 0.3375063 0.3498224
#> 52 0.4502282 0.5155813 0.3447022 0.3400468 0.3355979 0.2636556 0.4187646
#> 53 0.6270408 0.3911533 0.3869796 0.4810269 0.4927605 0.3438382 0.3468865
#> 54 0.2980592 0.3825071 0.3861026 0.4077164 0.3425397 0.3505266 0.5028700
#> 55 0.3397288 0.4892261 0.3222733 0.4597925 0.3868561 0.3252287 0.5758944
#> 56 0.4810300 0.3637266 0.3458773 0.5178721 0.3717929 0.4444003 0.5495858
#> 57 0.4179093 0.4202680 0.4375739 0.5438801 0.4715618 0.4620822 0.4779654
#> 58 0.2810079 0.3493803 0.4511283 0.3727499 0.3641656 0.4676501 0.4304513
#> 59 0.2829493 0.2832934 0.3008396 0.4029497 0.2914679 0.5148457 0.4155951
#> 60 0.3871706 0.2765893 0.4161515 0.3810758 0.5005459 0.3964416 0.3684335
#> 61 0.3675884 0.2531537 0.4198259 0.3119419 0.5862563 0.4440517 0.2856666
#> 62 0.5470182 0.3229276 0.4513617 0.3612947 0.5128018 0.2812523 0.3682209
#> 63 0.4486381 0.3923567 0.2384004 0.2591441 0.3868737 0.3283018 0.2682601
#> 64 0.3796129 0.5230131 0.4147951 0.4458514 0.3296687 0.2852177 0.4129531
#> 65 0.4710307 0.4218790 0.3786765 0.5183924 0.4313983 0.3335465 0.4005922
#> 66 0.3911202 0.2872085 0.3377377 0.3267456 0.4909668 0.4569989 0.3388687
#> 67 0.4170381 0.3429452 0.4541069 0.5213619 0.4070977 0.4508045 0.3983711
#> 68 0.4936656 0.5096411 0.3787828 0.4349950 0.4126584 0.5478658 0.4501390
#> 69 0.4231712 0.3960782 0.3613666 0.3718214 0.5796843 0.4681187 0.3860279
#> 70 0.4097875 0.3347837 0.3958496 0.4997705 0.4074406 0.4732770 0.2903228
#> 71 0.3466206 0.2888866 0.3021220 0.3071006 0.3168408 0.2872626 0.4242839
#> 72 0.3990286 0.3559157 0.3767564 0.3988948 0.5431526 0.4645425 0.2642784
#> 73 0.4209129 0.3238548 0.4457616 0.3085937 0.4519723 0.3530375 0.3146977
#> 74 0.3713162 0.3092815 0.3940151 0.4006123 0.4648159 0.4161389 0.4093319
#> 75 0.4313937 0.4665335 0.2817386 0.3675412 0.4627230 0.4172644 0.3394192
#> 76 0.3020930 0.5229050 0.3643046 0.3798274 0.3225074 0.3245315 0.3547935
#> 77 0.4055388 0.2420460 0.3979162 0.2750971 0.5802269 0.4194419 0.2918158
#> 78 0.3658233 0.3914620 0.4039967 0.4053351 0.4845428 0.3799514 0.3517304
#> 79 0.3318125 0.2813022 0.5056448 0.3208665 0.5497446 0.6571567 0.2752820
#> 80 0.3742996 0.4284734 0.4559645 0.5547759 0.3035972 0.3907798 0.5250672
#> [,22] [,23] [,24] [,25] [,26] [,27] [,28]
#> 1 0.3907291 0.3111281 0.3673926 0.3582202 0.3417691 0.2371481 0.3486546
#> 2 0.3427777 0.4587021 0.3258160 0.2597077 0.2832818 0.2864120 0.2594952
#> 3 0.4273042 0.4993600 0.4470834 0.4109769 0.3611830 0.3323309 0.4895496
#> 4 0.2505933 0.4048720 0.4159040 0.2739610 0.4195531 0.3159008 0.3162729
#> 5 0.4755873 0.3341363 0.4519431 0.3698305 0.3142997 0.3594842 0.3938671
#> 6 0.4252894 0.3281705 0.3732202 0.5369266 0.4659547 0.4345946 0.3257529
#> 7 0.3507182 0.3412126 0.4309927 0.5067433 0.4878814 0.2685177 0.3279762
#> 8 0.3975856 0.3741294 0.4456615 0.3765218 0.3197197 0.3871624 0.4698860
#> 9 0.3992401 0.3796599 0.3394440 0.3817219 0.3414364 0.3382092 0.4108803
#> 10 0.2768747 0.4253195 0.3006804 0.2480341 0.3249676 0.2780818 0.2279488
#> 11 0.3596471 0.2680071 0.3562089 0.3350248 0.4650287 0.4378451 0.3594194
#> 12 0.4699731 0.3737574 0.3681870 0.6021092 0.5849041 0.4439142 0.3663696
#> 13 0.4520452 0.4563785 0.2290289 0.3162743 0.2698488 0.6972875 0.3893396
#> 14 0.4788608 0.3816077 0.5524138 0.5627899 0.4451757 0.2958326 0.2694782
#> 15 0.4031591 0.4321210 0.2841412 0.3641216 0.2855052 0.4195217 0.5096644
#> 16 0.4539291 0.3499689 0.5033935 0.3219601 0.2712353 0.3168853 0.3836786
#> 17 0.3907849 0.4494793 0.3108697 0.4894904 0.4821390 0.4971677 0.3372585
#> 18 0.3866005 0.3973405 0.3907147 0.4885156 0.3856732 0.3070181 0.3718889
#> 19 0.3095388 0.4041064 0.3346809 0.3629945 0.3585836 0.4060603 0.3670710
#> 20 0.3627697 0.3111735 0.5017091 0.4642704 0.4990989 0.2220277 0.2702634
#> 21 0.3986205 0.4537592 0.4218360 0.3853547 0.3277232 0.2527297 0.3068489
#> 22 1.0000000 0.4000615 0.3043416 0.5324871 0.3429786 0.4492319 0.4503799
#> 23 0.4000615 1.0000000 0.3112595 0.3848398 0.3695405 0.4769415 0.4352252
#> 24 0.3043416 0.3112595 1.0000000 0.3438043 0.4109182 0.2696950 0.3964697
#> 25 0.5324871 0.3848398 0.3438043 1.0000000 0.4535516 0.3228277 0.3581495
#> 26 0.3429786 0.3695405 0.4109182 0.4535516 1.0000000 0.3746657 0.3756037
#> 27 0.4492319 0.4769415 0.2696950 0.3228277 0.3746657 1.0000000 0.5583631
#> 28 0.4503799 0.4352252 0.3964697 0.3581495 0.3756037 0.5583631 1.0000000
#> 29 0.3363569 0.4041510 0.3387605 0.4062652 0.5554186 0.4141368 0.4138247
#> 30 0.3378234 0.3698424 0.3868589 0.4080739 0.5215470 0.3434764 0.3109160
#> 31 0.5508391 0.4678219 0.4324931 0.4210159 0.3441265 0.4445137 0.4888211
#> 32 0.3835324 0.4275255 0.3316807 0.3520477 0.3882386 0.2504934 0.2514370
#> 33 0.3625056 0.4546762 0.2532868 0.3849491 0.3551225 0.3213731 0.2647953
#> 34 0.3115470 0.3830853 0.4439635 0.3862879 0.4279626 0.3672418 0.3319204
#> 35 0.2806918 0.3326126 0.3818300 0.2345474 0.2839475 0.3767523 0.3756330
#> 36 0.4311493 0.5447307 0.3652166 0.4518812 0.4813537 0.4413625 0.4386874
#> 37 0.3721494 0.2928226 0.6345983 0.3840646 0.3394202 0.3635662 0.3613083
#> 38 0.3964929 0.3589576 0.4490241 0.4410086 0.4813029 0.4666667 0.4217584
#> 39 0.3958658 0.3865487 0.3922075 0.5220878 0.4858714 0.3253360 0.2683904
#> 40 0.5631784 0.3898394 0.4205089 0.4708358 0.2801125 0.3008926 0.4044577
#> 41 0.3824301 0.4194972 0.3302595 0.3801972 0.3671692 0.3673262 0.4067095
#> 42 0.3529332 0.4769973 0.3187016 0.3322243 0.2795562 0.4270526 0.5200798
#> 43 0.4964486 0.3958276 0.3333977 0.4391468 0.5063309 0.3404213 0.3084023
#> 44 0.4485873 0.4299490 0.3586984 0.3955518 0.4529709 0.3540186 0.3916917
#> 45 0.3429173 0.3591644 0.3270441 0.4398637 0.5204727 0.3445745 0.3129636
#> 46 0.4297548 0.3702484 0.4140188 0.4949275 0.3837547 0.3978412 0.3602812
#> 47 0.3348354 0.4115293 0.4532681 0.3802982 0.3726169 0.3061335 0.3703050
#> 48 0.3211920 0.3110925 0.3113033 0.2786461 0.3453182 0.3948825 0.3240638
#> 49 0.4350407 0.4432035 0.3319706 0.3377906 0.3147397 0.5458031 0.3352853
#> 50 0.2736675 0.4775328 0.2634514 0.3075627 0.3553995 0.3653961 0.2726515
#> 51 0.2878527 0.3658572 0.2480615 0.3072740 0.3435019 0.3809929 0.3120551
#> 52 0.4488478 0.5213166 0.3494046 0.2909569 0.2267388 0.4257373 0.4259526
#> 53 0.4109380 0.4481835 0.3053320 0.3746935 0.2992977 0.4521145 0.4992483
#> 54 0.3285495 0.4736382 0.3907669 0.3242603 0.4786337 0.3930262 0.2928360
#> 55 0.3148991 0.5333140 0.4351445 0.3018377 0.2887218 0.3422911 0.3411283
#> 56 0.2591859 0.4394971 0.3601698 0.3376163 0.3734744 0.2697583 0.3278028
#> 57 0.2991216 0.3783970 0.4128673 0.3880733 0.3533463 0.2326520 0.2812598
#> 58 0.3003959 0.3844909 0.3838594 0.3922635 0.4334755 0.3175174 0.1954314
#> 59 0.3581712 0.2802105 0.4728057 0.4647550 0.5382432 0.3113821 0.3431741
#> 60 0.3488183 0.4807722 0.3547716 0.5917865 0.4258587 0.4072324 0.3364182
#> 61 0.2670916 0.4902877 0.4475515 0.3682647 0.4282754 0.4317967 0.4321997
#> 62 0.4508007 0.6154714 0.2819466 0.3446964 0.3286747 0.6154632 0.3794899
#> 63 0.3417148 0.3679835 0.4269099 0.2991418 0.2267340 0.3641321 0.4879946
#> 64 0.5352056 0.4218317 0.3545811 0.3147936 0.2968627 0.4327884 0.4313182
#> 65 0.3035726 0.4929837 0.3650013 0.2808697 0.3523318 0.3887005 0.3875440
#> 66 0.3992302 0.5092738 0.4137858 0.4243359 0.5427325 0.3252895 0.3948298
#> 67 0.3923317 0.4627497 0.4133097 0.4609616 0.4020651 0.3248687 0.4348649
#> 68 0.3705923 0.3410658 0.4835218 0.4568125 0.2960335 0.2500907 0.3340625
#> 69 0.3704612 0.4307987 0.4244843 0.3551301 0.3434399 0.3172586 0.3478543
#> 70 0.3822374 0.3239690 0.3863263 0.5737079 0.3749545 0.3040824 0.3369070
#> 71 0.3937357 0.3436953 0.2905929 0.3801852 0.3650935 0.3732273 0.3064677
#> 72 0.3428283 0.3122951 0.4464853 0.4228610 0.3931500 0.3681195 0.4898910
#> 73 0.4148220 0.5189353 0.2922726 0.2964681 0.4048594 0.5835656 0.3258415
#> 74 0.3509928 0.3476078 0.3818170 0.3813261 0.4263785 0.3316086 0.2986883
#> 75 0.4884306 0.3477557 0.3832157 0.3479908 0.2221922 0.3697603 0.3688369
#> 76 0.3448609 0.2958464 0.4695918 0.3590897 0.3371408 0.4128219 0.3715703
#> 77 0.3993892 0.5101577 0.3104328 0.4622910 0.4102914 0.3894753 0.2924525
#> 78 0.4404986 0.3842899 0.4578186 0.4614359 0.3070626 0.3253243 0.3560017
#> 79 0.3195216 0.4111072 0.4454384 0.4110063 0.4388795 0.3026468 0.2743215
#> 80 0.4837365 0.3915185 0.3544671 0.6316815 0.3298196 0.2902207 0.2910855
#> [,29] [,30] [,31] [,32] [,33] [,34] [,35]
#> 1 0.3155373 0.2903923 0.4220343 0.2929757 0.3763157 0.3121033 0.3727490
#> 2 0.4064605 0.3369064 0.4448494 0.4520312 0.5108327 0.3061246 0.2413465
#> 3 0.3956537 0.2981041 0.5520426 0.3411298 0.3836712 0.3403010 0.3088972
#> 4 0.3133075 0.3679415 0.3175652 0.4553072 0.3684056 0.3752418 0.3047124
#> 5 0.2784984 0.3747082 0.4637110 0.3258687 0.2659954 0.3154143 0.4488316
#> 6 0.4489962 0.4115777 0.3405373 0.2933503 0.3895561 0.3407292 0.4119755
#> 7 0.3229681 0.4607010 0.3566240 0.3984752 0.2748642 0.3167945 0.2337449
#> 8 0.2324959 0.2584116 0.3463322 0.3018674 0.2452225 0.4182043 0.4036218
#> 9 0.4973054 0.2810427 0.3987826 0.2383701 0.5331353 0.3617502 0.2617170
#> 10 0.3040576 0.3718572 0.3436101 0.4522898 0.4206122 0.2343858 0.3113674
#> 11 0.3003146 0.3340924 0.3051806 0.2500225 0.2436367 0.3329682 0.3406050
#> 12 0.4351245 0.4805263 0.4132047 0.4135730 0.3199998 0.4542972 0.3136567
#> 13 0.3424026 0.2601109 0.3860276 0.2850355 0.4664517 0.3857419 0.4030618
#> 14 0.4059267 0.4489682 0.4253977 0.3806750 0.3670193 0.5118479 0.2920481
#> 15 0.3997222 0.2500169 0.4361904 0.2787913 0.4485140 0.3584116 0.3228284
#> 16 0.3547831 0.3250837 0.3971735 0.3097991 0.3496672 0.3239680 0.4230005
#> 17 0.5957222 0.4623655 0.3693222 0.3150638 0.4481089 0.5130405 0.2788174
#> 18 0.4592316 0.4205073 0.3669781 0.3095288 0.3725172 0.3999262 0.3062400
#> 19 0.4416768 0.3022657 0.3700080 0.2687773 0.4383587 0.5445661 0.2823736
#> 20 0.4051206 0.4074633 0.3147257 0.3200491 0.3836823 0.4574048 0.2842036
#> 21 0.3455547 0.4487754 0.4376785 0.4541391 0.4454612 0.2376861 0.2914682
#> 22 0.3363569 0.3378234 0.5508391 0.3835324 0.3625056 0.3115470 0.2806918
#> 23 0.4041510 0.3698424 0.4678219 0.4275255 0.4546762 0.3830853 0.3326126
#> 24 0.3387605 0.3868589 0.4324931 0.3316807 0.2532868 0.4439635 0.3818300
#> 25 0.4062652 0.4080739 0.4210159 0.3520477 0.3849491 0.3862879 0.2345474
#> 26 0.5554186 0.5215470 0.3441265 0.3882386 0.3551225 0.4279626 0.2839475
#> 27 0.4141368 0.3434764 0.4445137 0.2504934 0.3213731 0.3672418 0.3767523
#> 28 0.4138247 0.3109160 0.4888211 0.2514370 0.2647953 0.3319204 0.3756330
#> 29 1.0000000 0.4359616 0.4172663 0.2806840 0.5431500 0.3890587 0.2593266
#> 30 0.4359616 1.0000000 0.3557199 0.5000014 0.2892507 0.3455250 0.2327117
#> 31 0.4172663 0.3557199 1.0000000 0.3688483 0.3831390 0.3635606 0.3617720
#> 32 0.2806840 0.5000014 0.3688483 1.0000000 0.3795935 0.2826874 0.2670766
#> 33 0.5431500 0.2892507 0.3831390 0.3795935 1.0000000 0.3969758 0.3261094
#> 34 0.3890587 0.3455250 0.3635606 0.2826874 0.3969758 1.0000000 0.3835030
#> 35 0.2593266 0.2327117 0.3617720 0.2670766 0.3261094 0.3835030 1.0000000
#> 36 0.3920735 0.3946916 0.4991161 0.4183018 0.3973512 0.6062584 0.3573229
#> 37 0.3830666 0.3848396 0.4581893 0.2489881 0.2797461 0.3439290 0.2987946
#> 38 0.5732925 0.4457013 0.4391084 0.2953382 0.4137319 0.4096726 0.3309310
#> 39 0.5854400 0.6066361 0.3981967 0.3673146 0.4481245 0.3381532 0.2420272
#> 40 0.3632726 0.3019540 0.4953822 0.3872992 0.4768816 0.3081830 0.3382041
#> 41 0.4434288 0.3890214 0.4008123 0.3888999 0.4203959 0.2925143 0.2361839
#> 42 0.2431487 0.3276639 0.3664774 0.3266540 0.2805756 0.3296424 0.4260018
#> 43 0.4067105 0.5253592 0.4159342 0.6177111 0.4736361 0.3344553 0.3025983
#> 44 0.5212199 0.3357060 0.5248899 0.3526292 0.5427427 0.2539108 0.3458505
#> 45 0.5749695 0.3937024 0.3019549 0.2240207 0.4290126 0.4829825 0.2106986
#> 46 0.2547919 0.4151048 0.3478803 0.3582142 0.2638564 0.3164560 0.4037057
#> 47 0.3586204 0.3990118 0.3778730 0.3279673 0.3506684 0.3422049 0.3277444
#> 48 0.3141443 0.4059222 0.3411581 0.3145575 0.3132109 0.3046172 0.2545750
#> 49 0.3357616 0.3392740 0.4397611 0.2719271 0.3421939 0.2972090 0.4718206
#> 50 0.2741783 0.3717791 0.3003907 0.3643718 0.3808742 0.4821468 0.3370624
#> 51 0.3622914 0.3425990 0.3087579 0.3640960 0.5341249 0.4274334 0.3373258
#> 52 0.3294169 0.2492846 0.5279696 0.3050973 0.4579771 0.2992211 0.3726451
#> 53 0.5167217 0.2929612 0.4784538 0.2555712 0.5375053 0.3931846 0.3477724
#> 54 0.4352179 0.4966017 0.4034764 0.4470554 0.4047276 0.3756458 0.3533006
#> 55 0.3859528 0.3535372 0.4932910 0.3028262 0.4308592 0.4031029 0.3448536
#> 56 0.3586856 0.3384785 0.3376715 0.3964067 0.4945474 0.3465561 0.4123393
#> 57 0.4118036 0.3898117 0.3529993 0.4566998 0.5733867 0.5342607 0.3581219
#> 58 0.4654456 0.4853725 0.3602267 0.4138702 0.5129482 0.4940995 0.3155713
#> 59 0.3189056 0.5005208 0.3598769 0.3717720 0.2476773 0.3155693 0.2893185
#> 60 0.3765124 0.4601238 0.4012212 0.4139034 0.3735864 0.4839122 0.3413797
#> 61 0.3552909 0.3939105 0.3244147 0.2927016 0.2856437 0.5215839 0.3432033
#> 62 0.3285545 0.3300888 0.4925310 0.4070621 0.4674619 0.4477748 0.3528169
#> 63 0.2749773 0.2010283 0.4818095 0.2329303 0.2732457 0.3503644 0.4533088
#> 64 0.3228960 0.2951653 0.5286831 0.3002810 0.3745310 0.3626425 0.3842494
#> 65 0.3853908 0.3205460 0.3984332 0.2748186 0.4031637 0.4784027 0.3372502
#> 66 0.3683676 0.3049100 0.4265021 0.3856015 0.4129835 0.5117625 0.3007223
#> 67 0.3352266 0.4479561 0.3179780 0.4154685 0.2983380 0.4205231 0.2586001
#> 68 0.2934114 0.3577450 0.3779804 0.3046130 0.3225420 0.4160638 0.3206469
#> 69 0.3119570 0.3457256 0.4342223 0.3570843 0.3343614 0.4784256 0.3247972
#> 70 0.3355150 0.3717739 0.4117441 0.3479394 0.3861749 0.5043612 0.2959486
#> 71 0.2889293 0.4534353 0.4782049 0.4495882 0.3682679 0.2645477 0.2926456
#> 72 0.4727485 0.3463564 0.3604102 0.2122841 0.3317327 0.6116979 0.3239512
#> 73 0.3625728 0.3016482 0.4261252 0.2826344 0.4685094 0.4660137 0.3896779
#> 74 0.3187572 0.4401984 0.3554166 0.3955469 0.4177238 0.4458449 0.2752077
#> 75 0.2661448 0.2676979 0.4571598 0.3015486 0.3921121 0.4142292 0.3591985
#> 76 0.2480493 0.4043437 0.4033742 0.2855573 0.2323495 0.3668363 0.5006953
#> 77 0.3303710 0.3329345 0.4182735 0.4734066 0.5206132 0.5637498 0.3237980
#> 78 0.3675526 0.3059272 0.4648130 0.3878636 0.4673352 0.5680791 0.3469058
#> 79 0.3952648 0.3619741 0.3400159 0.4130831 0.4681888 0.6674672 0.3785301
#> 80 0.4318998 0.3694402 0.5289159 0.3726206 0.5596867 0.3760339 0.2553003
#> [,36] [,37] [,38] [,39] [,40] [,41] [,42]
#> 1 0.3875611 0.3524129 0.3449951 0.3555155 0.4192792 0.2815498 0.4510953
#> 2 0.3562464 0.2878419 0.2888551 0.3603382 0.3780224 0.4423468 0.2592446
#> 3 0.4594711 0.4390567 0.3521951 0.3127340 0.5038233 0.3558365 0.4232094
#> 4 0.3727591 0.3502814 0.3275759 0.2722338 0.3642561 0.5309582 0.3657565
#> 5 0.4196807 0.5268207 0.3020120 0.3300193 0.4765886 0.3057704 0.4809301
#> 6 0.3418204 0.3917747 0.4888086 0.5337044 0.3887135 0.4073427 0.3255426
#> 7 0.3515084 0.3890034 0.3471357 0.4638472 0.3484689 0.4137502 0.3562972
#> 8 0.4244685 0.3935545 0.3009804 0.2279164 0.3946945 0.3427240 0.5753349
#> 9 0.3539823 0.3875721 0.3819836 0.4343293 0.4868247 0.4436283 0.3542246
#> 10 0.3945509 0.2951197 0.2784459 0.3395236 0.2786304 0.2941363 0.3483130
#> 11 0.3625896 0.3939914 0.4432623 0.3646567 0.2672437 0.2895876 0.4330678
#> 12 0.5065317 0.3980599 0.5717208 0.4589554 0.3777425 0.3899462 0.3180755
#> 13 0.3973303 0.2926380 0.3773786 0.2815150 0.3347834 0.3128631 0.4509432
#> 14 0.4075898 0.4762670 0.4314454 0.5136880 0.4648410 0.3811487 0.2391847
#> 15 0.4123824 0.3293099 0.3853777 0.2712378 0.4179810 0.4024770 0.5351272
#> 16 0.3135801 0.4317323 0.3397553 0.4176715 0.5419983 0.3365364 0.3981605
#> 17 0.4529663 0.3556005 0.5016188 0.5086479 0.3187961 0.3656307 0.2794673
#> 18 0.3921071 0.3997865 0.5068585 0.4908403 0.3747967 0.4354010 0.4228340
#> 19 0.4951599 0.4491254 0.3829575 0.2833965 0.3618449 0.3900779 0.3644686
#> 20 0.3355607 0.4683628 0.4015152 0.4743506 0.3887071 0.3828800 0.2705282
#> 21 0.3101406 0.3594310 0.3825840 0.5041282 0.4335897 0.4265640 0.3343208
#> 22 0.4311493 0.3721494 0.3964929 0.3958658 0.5631784 0.3824301 0.3529332
#> 23 0.5447307 0.2928226 0.3589576 0.3865487 0.3898394 0.4194972 0.4769973
#> 24 0.3652166 0.6345983 0.4490241 0.3922075 0.4205089 0.3302595 0.3187016
#> 25 0.4518812 0.3840646 0.4410086 0.5220878 0.4708358 0.3801972 0.3322243
#> 26 0.4813537 0.3394202 0.4813029 0.4858714 0.2801125 0.3671692 0.2795562
#> 27 0.4413625 0.3635662 0.4666667 0.3253360 0.3008926 0.3673262 0.4270526
#> 28 0.4386874 0.3613083 0.4217584 0.2683904 0.4044577 0.4067095 0.5200798
#> 29 0.3920735 0.3830666 0.5732925 0.5854400 0.3632726 0.4434288 0.2431487
#> 30 0.3946916 0.3848396 0.4457013 0.6066361 0.3019540 0.3890214 0.3276639
#> 31 0.4991161 0.4581893 0.4391084 0.3981967 0.4953822 0.4008123 0.3664774
#> 32 0.4183018 0.2489881 0.2953382 0.3673146 0.3872992 0.3888999 0.3266540
#> 33 0.3973512 0.2797461 0.4137319 0.4481245 0.4768816 0.4203959 0.2805756
#> 34 0.6062584 0.3439290 0.4096726 0.3381532 0.3081830 0.2925143 0.3296424
#> 35 0.3573229 0.2987946 0.3309310 0.2420272 0.3382041 0.2361839 0.4260018
#> 36 1.0000000 0.3233786 0.3552026 0.3444121 0.3448045 0.3194576 0.3909217
#> 37 0.3233786 1.0000000 0.5208233 0.3956104 0.4906746 0.3708859 0.3221354
#> 38 0.3552026 0.5208233 1.0000000 0.5052973 0.3932412 0.4617693 0.3190157
#> 39 0.3444121 0.3956104 0.5052973 1.0000000 0.3895209 0.3839845 0.2647615
#> 40 0.3448045 0.4906746 0.3932412 0.3895209 1.0000000 0.4583864 0.3862133
#> 41 0.3194576 0.3708859 0.4617693 0.3839845 0.4583864 1.0000000 0.3127117
#> 42 0.3909217 0.3221354 0.3190157 0.2647615 0.3862133 0.3127117 1.0000000
#> 43 0.4103443 0.3666191 0.4839875 0.3976860 0.4041273 0.4705223 0.3104776
#> 44 0.3519213 0.3761792 0.4336525 0.5179320 0.5389494 0.5128667 0.2626146
#> 45 0.3504765 0.3776731 0.4609272 0.5489505 0.3012617 0.4422612 0.2758125
#> 46 0.4186145 0.4841061 0.4032843 0.4009751 0.4331468 0.3383456 0.4348930
#> 47 0.3912715 0.3911081 0.3720432 0.4738829 0.3252200 0.3966474 0.3416996
#> 48 0.3010785 0.3679370 0.3619555 0.3308297 0.2920333 0.4549997 0.3885077
#> 49 0.3646688 0.4309868 0.4197297 0.4830508 0.4125124 0.2910356 0.4738182
#> 50 0.5924128 0.2328285 0.2683945 0.3374125 0.2671439 0.2939156 0.4598303
#> 51 0.4667912 0.3049226 0.3307565 0.2692659 0.3130512 0.4518783 0.3935424
#> 52 0.3451660 0.3625806 0.2829948 0.3178893 0.4859592 0.3079797 0.4369669
#> 53 0.3841529 0.3752560 0.4666521 0.4176576 0.5438892 0.4678873 0.4497693
#> 54 0.4203917 0.4358634 0.3752473 0.4168875 0.3231290 0.4628677 0.3536900
#> 55 0.3901630 0.4545929 0.3433145 0.4063105 0.4470641 0.4399148 0.3725567
#> 56 0.3598018 0.3190105 0.3928130 0.3532514 0.3430060 0.3901978 0.4235514
#> 57 0.4594427 0.3316783 0.4102831 0.4066856 0.3572143 0.3345844 0.3663853
#> 58 0.3830565 0.3796502 0.3766201 0.6074248 0.3257536 0.3752383 0.2731779
#> 59 0.3729963 0.4887252 0.4699447 0.4211462 0.3233372 0.4791729 0.3312944
#> 60 0.5231675 0.3592390 0.4594858 0.4034755 0.3399556 0.3593433 0.4232494
#> 61 0.4738768 0.4497342 0.4059087 0.2788412 0.2927946 0.3670937 0.4140115
#> 62 0.5711308 0.3239921 0.3466063 0.3136391 0.3685141 0.3907410 0.4815619
#> 63 0.3523284 0.4195212 0.2808305 0.2377022 0.4959768 0.3333808 0.4394388
#> 64 0.4540149 0.3281291 0.2841522 0.3117973 0.4012384 0.3670497 0.3337551
#> 65 0.4410476 0.3297461 0.3379032 0.3373956 0.3317247 0.4000309 0.4755486
#> 66 0.7270944 0.3219635 0.3266632 0.3195950 0.3525591 0.3157568 0.3550967
#> 67 0.4434584 0.3585392 0.4286852 0.3163760 0.3465840 0.3801271 0.3812121
#> 68 0.3847659 0.4373901 0.2947394 0.4156701 0.4212713 0.2884501 0.3932972
#> 69 0.5337386 0.4613397 0.2522018 0.2990454 0.3589924 0.3372036 0.4037677
#> 70 0.3809369 0.4147947 0.3926630 0.3564239 0.4615822 0.4192451 0.4187113
#> 71 0.4145312 0.3978791 0.3880092 0.3469702 0.4720662 0.4706604 0.3363251
#> 72 0.4969366 0.4568675 0.4572615 0.3763945 0.4113613 0.3935901 0.3315717
#> 73 0.4672361 0.3184011 0.3647944 0.3187102 0.2672393 0.2819667 0.4039668
#> 74 0.4738443 0.4026549 0.3692092 0.3060190 0.3449017 0.3901242 0.2869030
#> 75 0.3577733 0.4355817 0.3241172 0.2824240 0.5079083 0.3866550 0.4360732
#> 76 0.4069163 0.5109581 0.3505674 0.3543341 0.3739973 0.2456830 0.4471767
#> 77 0.5496873 0.2838550 0.3315956 0.2915287 0.3890960 0.3778900 0.3361647
#> 78 0.6052296 0.4243726 0.4039761 0.3225917 0.5161685 0.3136057 0.2744018
#> 79 0.5078726 0.3981969 0.3887400 0.3444625 0.3418446 0.3536037 0.2626727
#> 80 0.3830533 0.3484607 0.4191358 0.6147340 0.5236913 0.4591433 0.2747537
#> [,43] [,44] [,45] [,46] [,47] [,48] [,49]
#> 1 0.3602156 0.3808584 0.3207796 0.3253449 0.4745002 0.2810879 0.4461741
#> 2 0.3556404 0.4539607 0.3554447 0.2272536 0.4467441 0.4172720 0.3201743
#> 3 0.3670677 0.4179040 0.3516660 0.3782481 0.5115475 0.3327555 0.3582628
#> 4 0.4116267 0.3305715 0.3440197 0.3596215 0.4128103 0.5213368 0.3097682
#> 5 0.3981790 0.3145951 0.2591503 0.6156318 0.4802084 0.3623508 0.5931672
#> 6 0.3579573 0.4693287 0.4183543 0.5544440 0.3622888 0.4369877 0.4837429
#> 7 0.3956922 0.3314976 0.4358437 0.3757953 0.4101561 0.3359449 0.3264412
#> 8 0.3028381 0.2649406 0.3494539 0.5180114 0.3659088 0.4035117 0.3667853
#> 9 0.2841219 0.4824349 0.5917044 0.2387856 0.4873934 0.4170986 0.3829133
#> 10 0.4072888 0.3884581 0.2469952 0.3102684 0.4315248 0.3568226 0.3844487
#> 11 0.3515803 0.2515270 0.4153194 0.4436282 0.3603622 0.3629893 0.4890621
#> 12 0.5413620 0.3475775 0.4264449 0.5065352 0.3496148 0.3017831 0.3960738
#> 13 0.3839942 0.3080155 0.3536556 0.3311980 0.3491947 0.3721372 0.5108743
#> 14 0.4279313 0.3827321 0.4357369 0.4438829 0.3681543 0.2561898 0.3605923
#> 15 0.3691589 0.3265115 0.4066135 0.2413890 0.4006856 0.3626377 0.3384503
#> 16 0.3597163 0.3607434 0.2989289 0.4590993 0.3914798 0.3151095 0.5486639
#> 17 0.4509572 0.3643931 0.5699486 0.3453416 0.3653501 0.3290757 0.4100553
#> 18 0.3835179 0.3842392 0.4998571 0.4301598 0.4891725 0.3934104 0.4306027
#> 19 0.3529889 0.2721614 0.4721142 0.2734226 0.3707823 0.3666441 0.3130260
#> 20 0.4368178 0.3676115 0.6451124 0.3359234 0.4228116 0.3126405 0.2752362
#> 21 0.5197293 0.4557594 0.2910946 0.4024723 0.5344191 0.3036681 0.4073222
#> 22 0.4964486 0.4485873 0.3429173 0.4297548 0.3348354 0.3211920 0.4350407
#> 23 0.3958276 0.4299490 0.3591644 0.3702484 0.4115293 0.3110925 0.4432035
#> 24 0.3333977 0.3586984 0.3270441 0.4140188 0.4532681 0.3113033 0.3319706
#> 25 0.4391468 0.3955518 0.4398637 0.4949275 0.3802982 0.2786461 0.3377906
#> 26 0.5063309 0.4529709 0.5204727 0.3837547 0.3726169 0.3453182 0.3147397
#> 27 0.3404213 0.3540186 0.3445745 0.3978412 0.3061335 0.3948825 0.5458031
#> 28 0.3084023 0.3916917 0.3129636 0.3602812 0.3703050 0.3240638 0.3352853
#> 29 0.4067105 0.5212199 0.5749695 0.2547919 0.3586204 0.3141443 0.3357616
#> 30 0.5253592 0.3357060 0.3937024 0.4151048 0.3990118 0.4059222 0.3392740
#> 31 0.4159342 0.5248899 0.3019549 0.3478803 0.3778730 0.3411581 0.4397611
#> 32 0.6177111 0.3526292 0.2240207 0.3582142 0.3279673 0.3145575 0.2719271
#> 33 0.4736361 0.5427427 0.4290126 0.2638564 0.3506684 0.3132109 0.3421939
#> 34 0.3344553 0.2539108 0.4829825 0.3164560 0.3422049 0.3046172 0.2972090
#> 35 0.3025983 0.3458505 0.2106986 0.4037057 0.3277444 0.2545750 0.4718206
#> 36 0.4103443 0.3519213 0.3504765 0.4186145 0.3912715 0.3010785 0.3646688
#> 37 0.3666191 0.3761792 0.3776731 0.4841061 0.3911081 0.3679370 0.4309868
#> 38 0.4839875 0.4336525 0.4609272 0.4032843 0.3720432 0.3619555 0.4197297
#> 39 0.3976860 0.5179320 0.5489505 0.4009751 0.4738829 0.3308297 0.4830508
#> 40 0.4041273 0.5389494 0.3012617 0.4331468 0.3252200 0.2920333 0.4125124
#> 41 0.4705223 0.5128667 0.4422612 0.3383456 0.3966474 0.4549997 0.2910356
#> 42 0.3104776 0.2626146 0.2758125 0.4348930 0.3416996 0.3885077 0.4738182
#> 43 1.0000000 0.3809681 0.3393098 0.3972555 0.3527438 0.3177350 0.3163828
#> 44 0.3809681 1.0000000 0.4102905 0.3453080 0.4201538 0.3602957 0.3862749
#> 45 0.3393098 0.4102905 1.0000000 0.2868212 0.4771896 0.4390908 0.3129422
#> 46 0.3972555 0.3453080 0.2868212 1.0000000 0.3932609 0.3631609 0.5915905
#> 47 0.3527438 0.4201538 0.4771896 0.3932609 1.0000000 0.4123172 0.3802432
#> 48 0.3177350 0.3602957 0.4390908 0.3631609 0.4123172 1.0000000 0.3649010
#> 49 0.3163828 0.3862749 0.3129422 0.5915905 0.3802432 0.3649010 1.0000000
#> 50 0.3050795 0.2623279 0.3696258 0.3718061 0.4407923 0.3561060 0.4181959
#> 51 0.4538069 0.2907696 0.3800386 0.3092211 0.3693056 0.4493630 0.3301413
#> 52 0.2688636 0.4692214 0.3039196 0.3121917 0.4265077 0.4186070 0.4537963
#> 53 0.2805008 0.5337889 0.4733698 0.2705336 0.4085707 0.4205738 0.4377182
#> 54 0.5315564 0.4196261 0.3697174 0.4449664 0.4241040 0.4395836 0.4025456
#> 55 0.3104951 0.4470680 0.3781567 0.4263160 0.4761376 0.3972445 0.4654508
#> 56 0.4680181 0.3474361 0.3415056 0.3522920 0.4165144 0.3040294 0.3530128
#> 57 0.4896566 0.2993102 0.3564495 0.3028583 0.3981472 0.2620505 0.3055973
#> 58 0.4049362 0.3949972 0.4848868 0.3708496 0.3970233 0.3932205 0.4093585
#> 59 0.5149694 0.3809433 0.3937154 0.5367287 0.4033799 0.3395212 0.3343654
#> 60 0.4631070 0.2626817 0.3385192 0.4749411 0.3336511 0.2666233 0.3908685
#> 61 0.3339951 0.2497870 0.3877269 0.3640518 0.3955176 0.3142635 0.3076170
#> 62 0.4069205 0.3444148 0.3265629 0.3285860 0.3914373 0.3865205 0.4775217
#> 63 0.2324528 0.3112349 0.2857031 0.3510575 0.3216422 0.3364779 0.3783407
#> 64 0.3206781 0.4642377 0.3279664 0.3728805 0.5105593 0.4527423 0.4556522
#> 65 0.2599197 0.3431217 0.4662550 0.3080950 0.4477979 0.5060201 0.4264667
#> 66 0.3947092 0.3540184 0.3963172 0.3690365 0.4108932 0.2821590 0.3013531
#> 67 0.4675179 0.2575093 0.3948975 0.3992692 0.4388705 0.3090257 0.2942615
#> 68 0.3681427 0.2604925 0.4311889 0.3586080 0.5236521 0.3140521 0.3708585
#> 69 0.3854281 0.2706995 0.3705479 0.3599836 0.4887328 0.3502336 0.3776462
#> 70 0.3304362 0.3606074 0.4477689 0.3924603 0.2911473 0.4310349 0.2788931
#> 71 0.5211076 0.4102353 0.2670153 0.4898485 0.3306021 0.4033549 0.4137337
#> 72 0.3043881 0.3164278 0.5361744 0.3818714 0.4251250 0.2790038 0.2973286
#> 73 0.3634702 0.3282086 0.4058690 0.3170868 0.3245629 0.4265412 0.4839836
#> 74 0.4960611 0.3385126 0.3978398 0.4147455 0.4357872 0.4678492 0.2968012
#> 75 0.3058045 0.3177102 0.3607676 0.3915868 0.3657192 0.4566278 0.4292827
#> 76 0.3506307 0.2748338 0.2790272 0.7249239 0.4196921 0.3534620 0.6219109
#> 77 0.4416275 0.3299106 0.3585406 0.3088139 0.3172508 0.3700696 0.2823979
#> 78 0.4010088 0.3587628 0.3285939 0.4104053 0.3827932 0.2803453 0.3102061
#> 79 0.4456203 0.3142180 0.4696606 0.3453300 0.3833601 0.3018345 0.2698301
#> 80 0.4053997 0.5722372 0.4479506 0.3692748 0.4352692 0.3549733 0.3727922
#> [,50] [,51] [,52] [,53] [,54] [,55] [,56]
#> 1 0.4179084 0.4263699 0.3321994 0.4983839 0.2909556 0.3574366 0.5451231
#> 2 0.3833299 0.4492172 0.5348051 0.4214911 0.4851607 0.5308027 0.3464797
#> 3 0.3508798 0.3739518 0.5050295 0.4166407 0.4219528 0.5229749 0.3906028
#> 4 0.4595840 0.5816944 0.3265548 0.3316501 0.4903775 0.4659760 0.5005469
#> 5 0.3772588 0.3766413 0.4171080 0.3301087 0.4438130 0.4682454 0.3509862
#> 6 0.2824010 0.3097847 0.3373063 0.3640913 0.4349551 0.3427192 0.2887653
#> 7 0.4210944 0.3518802 0.2307063 0.3254687 0.3415671 0.3240178 0.4415647
#> 8 0.3826566 0.3471237 0.4090630 0.3291497 0.4080230 0.3912451 0.2957848
#> 9 0.3666565 0.4699132 0.5081215 0.7350095 0.2923836 0.4387826 0.4021073
#> 10 0.4520954 0.4380440 0.3837486 0.3287417 0.6023865 0.4454089 0.4200611
#> 11 0.4024638 0.3396238 0.2485245 0.2908886 0.3247347 0.2321625 0.2970953
#> 12 0.3893419 0.3769339 0.2128119 0.3132099 0.3831257 0.2669597 0.3940814
#> 13 0.4140493 0.4902964 0.5056753 0.4562183 0.3424920 0.3259901 0.3096304
#> 14 0.2889115 0.2704876 0.3201439 0.3011783 0.4294969 0.4407398 0.2945313
#> 15 0.4298892 0.5682282 0.4502282 0.6270408 0.2980592 0.3397288 0.4810300
#> 16 0.2892793 0.3069123 0.5155813 0.3911533 0.3825071 0.4892261 0.3637266
#> 17 0.3605533 0.4005542 0.3447022 0.3869796 0.3861026 0.3222733 0.3458773
#> 18 0.3967259 0.4359164 0.3400468 0.4810269 0.4077164 0.4597925 0.5178721
#> 19 0.3969380 0.5769380 0.3355979 0.4927605 0.3425397 0.3868561 0.3717929
#> 20 0.3039626 0.3375063 0.2636556 0.3438382 0.3505266 0.3252287 0.4444003
#> 21 0.3696375 0.3498224 0.4187646 0.3468865 0.5028700 0.5758944 0.5495858
#> 22 0.2736675 0.2878527 0.4488478 0.4109380 0.3285495 0.3148991 0.2591859
#> 23 0.4775328 0.3658572 0.5213166 0.4481835 0.4736382 0.5333140 0.4394971
#> 24 0.2634514 0.2480615 0.3494046 0.3053320 0.3907669 0.4351445 0.3601698
#> 25 0.3075627 0.3072740 0.2909569 0.3746935 0.3242603 0.3018377 0.3376163
#> 26 0.3553995 0.3435019 0.2267388 0.2992977 0.4786337 0.2887218 0.3734744
#> 27 0.3653961 0.3809929 0.4257373 0.4521145 0.3930262 0.3422911 0.2697583
#> 28 0.2726515 0.3120551 0.4259526 0.4992483 0.2928360 0.3411283 0.3278028
#> 29 0.2741783 0.3622914 0.3294169 0.5167217 0.4352179 0.3859528 0.3586856
#> 30 0.3717791 0.3425990 0.2492846 0.2929612 0.4966017 0.3535372 0.3384785
#> 31 0.3003907 0.3087579 0.5279696 0.4784538 0.4034764 0.4932910 0.3376715
#> 32 0.3643718 0.3640960 0.3050973 0.2555712 0.4470554 0.3028262 0.3964067
#> 33 0.3808742 0.5341249 0.4579771 0.5375053 0.4047276 0.4308592 0.4945474
#> 34 0.4821468 0.4274334 0.2992211 0.3931846 0.3756458 0.4031029 0.3465561
#> 35 0.3370624 0.3373258 0.3726451 0.3477724 0.3533006 0.3448536 0.4123393
#> 36 0.5924128 0.4667912 0.3451660 0.3841529 0.4203917 0.3901630 0.3598018
#> 37 0.2328285 0.3049226 0.3625806 0.3752560 0.4358634 0.4545929 0.3190105
#> 38 0.2683945 0.3307565 0.2829948 0.4666521 0.3752473 0.3433145 0.3928130
#> 39 0.3374125 0.2692659 0.3178893 0.4176576 0.4168875 0.4063105 0.3532514
#> 40 0.2671439 0.3130512 0.4859592 0.5438892 0.3231290 0.4470641 0.3430060
#> 41 0.2939156 0.4518783 0.3079797 0.4678873 0.4628677 0.4399148 0.3901978
#> 42 0.4598303 0.3935424 0.4369669 0.4497693 0.3536900 0.3725567 0.4235514
#> 43 0.3050795 0.4538069 0.2688636 0.2805008 0.5315564 0.3104951 0.4680181
#> 44 0.2623279 0.2907696 0.4692214 0.5337889 0.4196261 0.4470680 0.3474361
#> 45 0.3696258 0.3800386 0.3039196 0.4733698 0.3697174 0.3781567 0.3415056
#> 46 0.3718061 0.3092211 0.3121917 0.2705336 0.4449664 0.4263160 0.3522920
#> 47 0.4407923 0.3693056 0.4265077 0.4085707 0.4241040 0.4761376 0.4165144
#> 48 0.3561060 0.4493630 0.4186070 0.4205738 0.4395836 0.3972445 0.3040294
#> 49 0.4181959 0.3301413 0.4537963 0.4377182 0.4025456 0.4654508 0.3530128
#> 50 1.0000000 0.5815367 0.3133078 0.3817028 0.4061824 0.4548559 0.4598655
#> 51 0.5815367 1.0000000 0.3030805 0.4262528 0.4351028 0.3837183 0.5729760
#> 52 0.3133078 0.3030805 1.0000000 0.5169981 0.3886012 0.5468314 0.3004859
#> 53 0.3817028 0.4262528 0.5169981 1.0000000 0.3086948 0.4696593 0.3996615
#> 54 0.4061824 0.4351028 0.3886012 0.3086948 1.0000000 0.6037919 0.3884709
#> 55 0.4548559 0.3837183 0.5468314 0.4696593 0.6037919 1.0000000 0.4159502
#> 56 0.4598655 0.5729760 0.3004859 0.3996615 0.3884709 0.4159502 1.0000000
#> 57 0.4438696 0.5487710 0.3154883 0.3808778 0.3690068 0.3957365 0.6449212
#> 58 0.4774490 0.4095270 0.3510652 0.3449053 0.6714823 0.5392507 0.3618685
#> 59 0.3303296 0.3473857 0.1750441 0.2883552 0.4558492 0.3228100 0.4114449
#> 60 0.4842816 0.4376229 0.2532192 0.3256070 0.4058335 0.3772445 0.4286526
#> 61 0.4460227 0.4115112 0.3130251 0.3419069 0.4471311 0.3855085 0.3706006
#> 62 0.5795937 0.5530962 0.5245320 0.4952099 0.4668666 0.4413301 0.4301013
#> 63 0.3074856 0.2945744 0.4749360 0.4315221 0.2920544 0.4246350 0.3248687
#> 64 0.3768455 0.4001931 0.6282759 0.4282044 0.3820739 0.4884868 0.3261778
#> 65 0.5790242 0.5238607 0.5166362 0.5126932 0.4991406 0.6291554 0.4225191
#> 66 0.4762136 0.4027279 0.3535399 0.3353154 0.4297216 0.3995759 0.3980865
#> 67 0.3749837 0.4286959 0.2902128 0.3288325 0.3207937 0.3298342 0.4714529
#> 68 0.4023189 0.3781537 0.3838335 0.3870612 0.3128888 0.3946637 0.4312424
#> 69 0.4958011 0.5274782 0.3985076 0.3618813 0.4878882 0.4997153 0.4083516
#> 70 0.3467664 0.4124860 0.3653215 0.4450185 0.3576661 0.3728299 0.3732097
#> 71 0.4099918 0.4688438 0.2823635 0.3461964 0.4213152 0.3606182 0.3790539
#> 72 0.3678852 0.3549379 0.2700563 0.4866346 0.3376933 0.4388215 0.2877060
#> 73 0.4661922 0.4551855 0.5272788 0.3765320 0.4710922 0.4092257 0.3663437
#> 74 0.4426251 0.5970054 0.3423562 0.3167210 0.4998398 0.4431863 0.4222160
#> 75 0.3405549 0.4201670 0.5653566 0.5146545 0.3465108 0.4881094 0.3253166
#> 76 0.3961409 0.3300901 0.3559434 0.2844206 0.3935382 0.4148200 0.3399383
#> 77 0.4633416 0.5045334 0.3863457 0.3757950 0.3912774 0.3630270 0.3739773
#> 78 0.3761434 0.4127790 0.3887263 0.4133203 0.3260924 0.4447584 0.3712029
#> 79 0.3899756 0.4576212 0.3115103 0.3119010 0.4211997 0.3551963 0.4321214
#> 80 0.3226412 0.3342329 0.4242270 0.5088311 0.3477025 0.4524781 0.4017589
#> [,57] [,58] [,59] [,60] [,61] [,62] [,63]
#> 1 0.5236983 0.2851635 0.3926391 0.3172413 0.2601246 0.3770092 0.2930670
#> 2 0.4008847 0.4888772 0.2445983 0.2739778 0.3165259 0.4644830 0.2796306
#> 3 0.3689175 0.3114598 0.3334692 0.3883665 0.4355169 0.4288892 0.4771441
#> 4 0.3912462 0.3984674 0.3738100 0.3816714 0.4209753 0.4558487 0.3875095
#> 5 0.3689471 0.3375378 0.4028736 0.3910344 0.3599202 0.3974427 0.4221534
#> 6 0.3024219 0.4896078 0.4092148 0.4701540 0.3273602 0.3212565 0.3104756
#> 7 0.3815268 0.4207718 0.5993774 0.4839653 0.4759088 0.3162861 0.3568733
#> 8 0.2810608 0.3106858 0.4107513 0.3619020 0.4801448 0.3596621 0.5542903
#> 9 0.4218168 0.3520926 0.2619776 0.2981440 0.3497916 0.4539276 0.3914698
#> 10 0.3662164 0.4800083 0.3639677 0.3216681 0.3158537 0.4539815 0.2134028
#> 11 0.2843994 0.3408282 0.4648461 0.3919379 0.4199904 0.3308473 0.3620454
#> 12 0.3710862 0.4165079 0.5421266 0.6284539 0.4344573 0.4285773 0.3238078
#> 13 0.3256557 0.3553260 0.2431629 0.4104562 0.3596005 0.6482990 0.3433921
#> 14 0.4097351 0.5598319 0.4457107 0.5259926 0.4068113 0.3460204 0.3036986
#> 15 0.4179093 0.2810079 0.2829493 0.3871706 0.3675884 0.5470182 0.4486381
#> 16 0.4202680 0.3493803 0.2832934 0.2765893 0.2531537 0.3229276 0.3923567
#> 17 0.4375739 0.4511283 0.3008396 0.4161515 0.4198259 0.4513617 0.2384004
#> 18 0.5438801 0.3727499 0.4029497 0.3810758 0.3119419 0.3612947 0.2591441
#> 19 0.4715618 0.3641656 0.2914679 0.5005459 0.5862563 0.5128018 0.3868737
#> 20 0.4620822 0.4676501 0.5148457 0.3964416 0.4440517 0.2812523 0.3283018
#> 21 0.4779654 0.4304513 0.4155951 0.3684335 0.2856666 0.3682209 0.2682601
#> 22 0.2991216 0.3003959 0.3581712 0.3488183 0.2670916 0.4508007 0.3417148
#> 23 0.3783970 0.3844909 0.2802105 0.4807722 0.4902877 0.6154714 0.3679835
#> 24 0.4128673 0.3838594 0.4728057 0.3547716 0.4475515 0.2819466 0.4269099
#> 25 0.3880733 0.3922635 0.4647550 0.5917865 0.3682647 0.3446964 0.2991418
#> 26 0.3533463 0.4334755 0.5382432 0.4258587 0.4282754 0.3286747 0.2267340
#> 27 0.2326520 0.3175174 0.3113821 0.4072324 0.4317967 0.6154632 0.3641321
#> 28 0.2812598 0.1954314 0.3431741 0.3364182 0.4321997 0.3794899 0.4879946
#> 29 0.4118036 0.4654456 0.3189056 0.3765124 0.3552909 0.3285545 0.2749773
#> 30 0.3898117 0.4853725 0.5005208 0.4601238 0.3939105 0.3300888 0.2010283
#> 31 0.3529993 0.3602267 0.3598769 0.4012212 0.3244147 0.4925310 0.4818095
#> 32 0.4566998 0.4138702 0.3717720 0.4139034 0.2927016 0.4070621 0.2329303
#> 33 0.5733867 0.5129482 0.2476773 0.3735864 0.2856437 0.4674619 0.2732457
#> 34 0.5342607 0.4940995 0.3155693 0.4839122 0.5215839 0.4477748 0.3503644
#> 35 0.3581219 0.3155713 0.2893185 0.3413797 0.3432033 0.3528169 0.4533088
#> 36 0.4594427 0.3830565 0.3729963 0.5231675 0.4738768 0.5711308 0.3523284
#> 37 0.3316783 0.3796502 0.4887252 0.3592390 0.4497342 0.3239921 0.4195212
#> 38 0.4102831 0.3766201 0.4699447 0.4594858 0.4059087 0.3466063 0.2808305
#> 39 0.4066856 0.6074248 0.4211462 0.4034755 0.2788412 0.3136391 0.2377022
#> 40 0.3572143 0.3257536 0.3233372 0.3399556 0.2927946 0.3685141 0.4959768
#> 41 0.3345844 0.3752383 0.4791729 0.3593433 0.3670937 0.3907410 0.3333808
#> 42 0.3663853 0.2731779 0.3312944 0.4232494 0.4140115 0.4815619 0.4394388
#> 43 0.4896566 0.4049362 0.5149694 0.4631070 0.3339951 0.4069205 0.2324528
#> 44 0.2993102 0.3949972 0.3809433 0.2626817 0.2497870 0.3444148 0.3112349
#> 45 0.3564495 0.4848868 0.3937154 0.3385192 0.3877269 0.3265629 0.2857031
#> 46 0.3028583 0.3708496 0.5367287 0.4749411 0.3640518 0.3285860 0.3510575
#> 47 0.3981472 0.3970233 0.4033799 0.3336511 0.3955176 0.3914373 0.3216422
#> 48 0.2620505 0.3932205 0.3395212 0.2666233 0.3142635 0.3865205 0.3364779
#> 49 0.3055973 0.4093585 0.3343654 0.3908685 0.3076170 0.4775217 0.3783407
#> 50 0.4438696 0.4774490 0.3303296 0.4842816 0.4460227 0.5795937 0.3074856
#> 51 0.5487710 0.4095270 0.3473857 0.4376229 0.4115112 0.5530962 0.2945744
#> 52 0.3154883 0.3510652 0.1750441 0.2532192 0.3130251 0.5245320 0.4749360
#> 53 0.3808778 0.3449053 0.2883552 0.3256070 0.3419069 0.4952099 0.4315221
#> 54 0.3690068 0.6714823 0.4558492 0.4058335 0.4471311 0.4668666 0.2920544
#> 55 0.3957365 0.5392507 0.3228100 0.3772445 0.3855085 0.4413301 0.4246350
#> 56 0.6449212 0.3618685 0.4114449 0.4286526 0.3706006 0.4301013 0.3248687
#> 57 1.0000000 0.4609395 0.3215767 0.4947716 0.3870519 0.4099142 0.2529491
#> 58 0.4609395 1.0000000 0.3886361 0.4972880 0.3969324 0.4171955 0.2850620
#> 59 0.3215767 0.3886361 1.0000000 0.4448440 0.3878787 0.2751648 0.2686189
#> 60 0.4947716 0.4972880 0.4448440 1.0000000 0.5560368 0.4799354 0.3445287
#> 61 0.3870519 0.3969324 0.3878787 0.5560368 1.0000000 0.4693626 0.3966521
#> 62 0.4099142 0.4171955 0.2751648 0.4799354 0.4693626 1.0000000 0.3693966
#> 63 0.2529491 0.2850620 0.2686189 0.3445287 0.3966521 0.3693966 1.0000000
#> 64 0.3426379 0.3150108 0.2543669 0.2502671 0.2837325 0.5248921 0.3615897
#> 65 0.4041522 0.4517792 0.2715409 0.3206465 0.4552315 0.5225398 0.3984147
#> 66 0.4153044 0.3847968 0.3733944 0.4816700 0.4909764 0.5081097 0.3680569
#> 67 0.4901806 0.2824947 0.3981303 0.5195994 0.4914253 0.4179057 0.3034174
#> 68 0.4525300 0.3784252 0.3680513 0.3931166 0.3956574 0.3557558 0.4758111
#> 69 0.4722471 0.4382423 0.3839883 0.4077589 0.5526773 0.4958863 0.4111283
#> 70 0.4297109 0.4333020 0.3859033 0.4537244 0.3971836 0.3716650 0.3752170
#> 71 0.2980933 0.3593991 0.5088901 0.4091913 0.3178161 0.4065593 0.3552384
#> 72 0.3654536 0.3706124 0.4320358 0.4376754 0.4739184 0.3013591 0.4198484
#> 73 0.3498677 0.4721669 0.2591139 0.4118746 0.4412904 0.6784365 0.3338326
#> 74 0.4412662 0.4495838 0.4082628 0.4394163 0.4370376 0.4773134 0.2821497
#> 75 0.3753364 0.3796514 0.3066913 0.3650894 0.3569816 0.4742859 0.5258635
#> 76 0.3232521 0.3601333 0.4275566 0.4169844 0.3817096 0.3463630 0.4383209
#> 77 0.4315354 0.4774480 0.2912596 0.5962388 0.4870977 0.6111460 0.3593784
#> 78 0.5191689 0.3578937 0.3174690 0.4445644 0.3673972 0.4206214 0.3973248
#> 79 0.5452406 0.5556828 0.3686427 0.5206532 0.5811854 0.4284530 0.3554062
#> 80 0.4634276 0.4655565 0.3543123 0.3755697 0.2269523 0.3819367 0.3140516
#> [,64] [,65] [,66] [,67] [,68] [,69] [,70]
#> 1 0.4399885 0.4157502 0.3745268 0.3906797 0.4676067 0.4716860 0.3336235
#> 2 0.5277456 0.5279959 0.3776840 0.3372143 0.3143965 0.4492572 0.3105280
#> 3 0.4965012 0.4835857 0.6044932 0.4959240 0.4220109 0.5335802 0.3452920
#> 4 0.3885198 0.5133779 0.4037255 0.4427584 0.3357087 0.4326373 0.4034848
#> 5 0.5485699 0.3740127 0.3663013 0.3583433 0.4782957 0.5810757 0.3228411
#> 6 0.3676873 0.3334790 0.3288479 0.2903240 0.2911861 0.2651302 0.4679320
#> 7 0.2495734 0.3618076 0.3751821 0.4039914 0.5131614 0.4877450 0.4203742
#> 8 0.3789086 0.4964349 0.4511285 0.4014310 0.4266879 0.4860302 0.4740481
#> 9 0.4610078 0.5668697 0.4184713 0.3761922 0.5169125 0.4503085 0.4049536
#> 10 0.3466384 0.4110890 0.4228134 0.2754874 0.3137060 0.4404569 0.2233141
#> 11 0.2543195 0.3623717 0.3575802 0.3106769 0.3990153 0.3706494 0.3166574
#> 12 0.3074176 0.2713568 0.4533700 0.5443103 0.3477584 0.3293067 0.4180653
#> 13 0.4708540 0.3794318 0.3414952 0.3632790 0.3265060 0.3689959 0.2988507
#> 14 0.3814626 0.3359059 0.4638355 0.4626922 0.4107696 0.4309872 0.4736283
#> 15 0.3796129 0.4710307 0.3911202 0.4170381 0.4936656 0.4231712 0.4097875
#> 16 0.5230131 0.4218790 0.2872085 0.3429452 0.5096411 0.3960782 0.3347837
#> 17 0.4147951 0.3786765 0.3377377 0.4541069 0.3787828 0.3613666 0.3958496
#> 18 0.4458514 0.5183924 0.3267456 0.5213619 0.4349950 0.3718214 0.4997705
#> 19 0.3296687 0.4313983 0.4909668 0.4070977 0.4126584 0.5796843 0.4074406
#> 20 0.2852177 0.3335465 0.4569989 0.4508045 0.5478658 0.4681187 0.4732770
#> 21 0.4129531 0.4005922 0.3388687 0.3983711 0.4501390 0.3860279 0.2903228
#> 22 0.5352056 0.3035726 0.3992302 0.3923317 0.3705923 0.3704612 0.3822374
#> 23 0.4218317 0.4929837 0.5092738 0.4627497 0.3410658 0.4307987 0.3239690
#> 24 0.3545811 0.3650013 0.4137858 0.4133097 0.4835218 0.4244843 0.3863263
#> 25 0.3147936 0.2808697 0.4243359 0.4609616 0.4568125 0.3551301 0.5737079
#> 26 0.2968627 0.3523318 0.5427325 0.4020651 0.2960335 0.3434399 0.3749545
#> 27 0.4327884 0.3887005 0.3252895 0.3248687 0.2500907 0.3172586 0.3040824
#> 28 0.4313182 0.3875440 0.3948298 0.4348649 0.3340625 0.3478543 0.3369070
#> 29 0.3228960 0.3853908 0.3683676 0.3352266 0.2934114 0.3119570 0.3355150
#> 30 0.2951653 0.3205460 0.3049100 0.4479561 0.3577450 0.3457256 0.3717739
#> 31 0.5286831 0.3984332 0.4265021 0.3179780 0.3779804 0.4342223 0.4117441
#> 32 0.3002810 0.2748186 0.3856015 0.4154685 0.3046130 0.3570843 0.3479394
#> 33 0.3745310 0.4031637 0.4129835 0.2983380 0.3225420 0.3343614 0.3861749
#> 34 0.3626425 0.4784027 0.5117625 0.4205231 0.4160638 0.4784256 0.5043612
#> 35 0.3842494 0.3372502 0.3007223 0.2586001 0.3206469 0.3247972 0.2959486
#> 36 0.4540149 0.4410476 0.7270944 0.4434584 0.3847659 0.5337386 0.3809369
#> 37 0.3281291 0.3297461 0.3219635 0.3585392 0.4373901 0.4613397 0.4147947
#> 38 0.2841522 0.3379032 0.3266632 0.4286852 0.2947394 0.2522018 0.3926630
#> 39 0.3117973 0.3373956 0.3195950 0.3163760 0.4156701 0.2990454 0.3564239
#> 40 0.4012384 0.3317247 0.3525591 0.3465840 0.4212713 0.3589924 0.4615822
#> 41 0.3670497 0.4000309 0.3157568 0.3801271 0.2884501 0.3372036 0.4192451
#> 42 0.3337551 0.4755486 0.3550967 0.3812121 0.3932972 0.4037677 0.4187113
#> 43 0.3206781 0.2599197 0.3947092 0.4675179 0.3681427 0.3854281 0.3304362
#> 44 0.4642377 0.3431217 0.3540184 0.2575093 0.2604925 0.2706995 0.3606074
#> 45 0.3279664 0.4662550 0.3963172 0.3948975 0.4311889 0.3705479 0.4477689
#> 46 0.3728805 0.3080950 0.3690365 0.3992692 0.3586080 0.3599836 0.3924603
#> 47 0.5105593 0.4477979 0.4108932 0.4388705 0.5236521 0.4887328 0.2911473
#> 48 0.4527423 0.5060201 0.2821590 0.3090257 0.3140521 0.3502336 0.4310349
#> 49 0.4556522 0.4264667 0.3013531 0.2942615 0.3708585 0.3776462 0.2788931
#> 50 0.3768455 0.5790242 0.4762136 0.3749837 0.4023189 0.4958011 0.3467664
#> 51 0.4001931 0.5238607 0.4027279 0.4286959 0.3781537 0.5274782 0.4124860
#> 52 0.6282759 0.5166362 0.3535399 0.2902128 0.3838335 0.3985076 0.3653215
#> 53 0.4282044 0.5126932 0.3353154 0.3288325 0.3870612 0.3618813 0.4450185
#> 54 0.3820739 0.4991406 0.4297216 0.3207937 0.3128888 0.4878882 0.3576661
#> 55 0.4884868 0.6291554 0.3995759 0.3298342 0.3946637 0.4997153 0.3728299
#> 56 0.3261778 0.4225191 0.3980865 0.4714529 0.4312424 0.4083516 0.3732097
#> 57 0.3426379 0.4041522 0.4153044 0.4901806 0.4525300 0.4722471 0.4297109
#> 58 0.3150108 0.4517792 0.3847968 0.2824947 0.3784252 0.4382423 0.4333020
#> 59 0.2543669 0.2715409 0.3733944 0.3981303 0.3680513 0.3839883 0.3859033
#> 60 0.2502671 0.3206465 0.4816700 0.5195994 0.3931166 0.4077589 0.4537244
#> 61 0.2837325 0.4552315 0.4909764 0.4914253 0.3956574 0.5526773 0.3971836
#> 62 0.5248921 0.5225398 0.5081097 0.4179057 0.3557558 0.4958863 0.3716650
#> 63 0.3615897 0.3984147 0.3680569 0.3034174 0.4758111 0.4111283 0.3752170
#> 64 1.0000000 0.5166306 0.3830462 0.3782433 0.3530908 0.4742275 0.3319295
#> 65 0.5166306 1.0000000 0.4485047 0.3661899 0.4045248 0.5621625 0.4447755
#> 66 0.3830462 0.4485047 1.0000000 0.4608104 0.4128593 0.5222081 0.3563339
#> 67 0.3782433 0.3661899 0.4608104 1.0000000 0.4487986 0.4274228 0.3885140
#> 68 0.3530908 0.4045248 0.4128593 0.4487986 1.0000000 0.5927285 0.3850558
#> 69 0.4742275 0.5621625 0.5222081 0.4274228 0.5927285 1.0000000 0.3628771
#> 70 0.3319295 0.4447755 0.3563339 0.3885140 0.3850558 0.3628771 1.0000000
#> 71 0.3385272 0.3040513 0.3117023 0.3316174 0.3061256 0.3517386 0.3820146
#> 72 0.2979225 0.3924754 0.4597935 0.3748238 0.4560503 0.4305642 0.4141902
#> 73 0.4807400 0.5473267 0.5205116 0.3174378 0.3248144 0.4430609 0.3576927
#> 74 0.4492939 0.4030810 0.5089438 0.5569349 0.3870094 0.4518192 0.4211076
#> 75 0.5153097 0.4883160 0.3821560 0.4158496 0.4427052 0.4994286 0.5093938
#> 76 0.3987148 0.3244769 0.3244447 0.3513641 0.4950433 0.4239864 0.3393262
#> 77 0.3817893 0.4114457 0.5624030 0.4140269 0.3408406 0.4719757 0.5188947
#> 78 0.4646580 0.3409118 0.5108529 0.5062271 0.4137264 0.4306979 0.4280010
#> 79 0.3377706 0.3626285 0.5492060 0.4954784 0.4216011 0.5330305 0.4612852
#> 80 0.4596273 0.3423854 0.3229083 0.3505217 0.4183806 0.2994962 0.5226596
#> [,71] [,72] [,73] [,74] [,75] [,76] [,77]
#> 1 0.3655923 0.3204035 0.3049350 0.3491834 0.3972447 0.3809194 0.2761857
#> 2 0.3623025 0.2524337 0.4054663 0.4963596 0.4574602 0.2428383 0.4212320
#> 3 0.3678813 0.4083077 0.3813495 0.4731085 0.4742060 0.3657508 0.4085796
#> 4 0.5000375 0.3062551 0.3621822 0.5507817 0.3720341 0.3479034 0.4856595
#> 5 0.4481716 0.3821071 0.3485185 0.4125589 0.4757756 0.7237456 0.3081968
#> 6 0.3331429 0.3824755 0.4171396 0.3349399 0.3852280 0.4016021 0.4072940
#> 7 0.4430912 0.3558734 0.2823504 0.3499474 0.3175374 0.3628665 0.3807296
#> 8 0.3407331 0.4606730 0.3818235 0.3793467 0.5742071 0.4842957 0.3797771
#> 9 0.2849967 0.4437025 0.4071439 0.3979407 0.5048476 0.2766313 0.3793215
#> 10 0.3729859 0.2166057 0.4277770 0.4463398 0.3128196 0.3004929 0.3392760
#> 11 0.3863755 0.3778828 0.4137871 0.2909273 0.3319395 0.5042261 0.2825306
#> 12 0.4931608 0.4089023 0.3481157 0.4749008 0.2933421 0.4451871 0.4503227
#> 13 0.3283754 0.3207193 0.6359059 0.3883210 0.4853773 0.3765559 0.4729817
#> 14 0.3059622 0.4585398 0.3881425 0.4196632 0.4604808 0.3547262 0.5066476
#> 15 0.3466206 0.3990286 0.4209129 0.3713162 0.4313937 0.3020930 0.4055388
#> 16 0.2888866 0.3559157 0.3238548 0.3092815 0.4665335 0.5229050 0.2420460
#> 17 0.3021220 0.3767564 0.4457616 0.3940151 0.2817386 0.3643046 0.3979162
#> 18 0.3071006 0.3988948 0.3085937 0.4006123 0.3675412 0.3798274 0.2750971
#> 19 0.3168408 0.5431526 0.4519723 0.4648159 0.4627230 0.3225074 0.5802269
#> 20 0.2872626 0.4645425 0.3530375 0.4161389 0.4172644 0.3245315 0.4194419
#> 21 0.4242839 0.2642784 0.3146977 0.4093319 0.3394192 0.3547935 0.2918158
#> 22 0.3937357 0.3428283 0.4148220 0.3509928 0.4884306 0.3448609 0.3993892
#> 23 0.3436953 0.3122951 0.5189353 0.3476078 0.3477557 0.2958464 0.5101577
#> 24 0.2905929 0.4464853 0.2922726 0.3818170 0.3832157 0.4695918 0.3104328
#> 25 0.3801852 0.4228610 0.2964681 0.3813261 0.3479908 0.3590897 0.4622910
#> 26 0.3650935 0.3931500 0.4048594 0.4263785 0.2221922 0.3371408 0.4102914
#> 27 0.3732273 0.3681195 0.5835656 0.3316086 0.3697603 0.4128219 0.3894753
#> 28 0.3064677 0.4898910 0.3258415 0.2986883 0.3688369 0.3715703 0.2924525
#> 29 0.2889293 0.4727485 0.3625728 0.3187572 0.2661448 0.2480493 0.3303710
#> 30 0.4534353 0.3463564 0.3016482 0.4401984 0.2676979 0.4043437 0.3329345
#> 31 0.4782049 0.3604102 0.4261252 0.3554166 0.4571598 0.4033742 0.4182735
#> 32 0.4495882 0.2122841 0.2826344 0.3955469 0.3015486 0.2855573 0.4734066
#> 33 0.3682679 0.3317327 0.4685094 0.4177238 0.3921121 0.2323495 0.5206132
#> 34 0.2645477 0.6116979 0.4660137 0.4458449 0.4142292 0.3668363 0.5637498
#> 35 0.2926456 0.3239512 0.3896779 0.2752077 0.3591985 0.5006953 0.3237980
#> 36 0.4145312 0.4969366 0.4672361 0.4738443 0.3577733 0.4069163 0.5496873
#> 37 0.3978791 0.4568675 0.3184011 0.4026549 0.4355817 0.5109581 0.2838550
#> 38 0.3880092 0.4572615 0.3647944 0.3692092 0.3241172 0.3505674 0.3315956
#> 39 0.3469702 0.3763945 0.3187102 0.3060190 0.2824240 0.3543341 0.2915287
#> 40 0.4720662 0.4113613 0.2672393 0.3449017 0.5079083 0.3739973 0.3890960
#> 41 0.4706604 0.3935901 0.2819667 0.3901242 0.3866550 0.2456830 0.3778900
#> 42 0.3363251 0.3315717 0.4039668 0.2869030 0.4360732 0.4471767 0.3361647
#> 43 0.5211076 0.3043881 0.3634702 0.4960611 0.3058045 0.3506307 0.4416275
#> 44 0.4102353 0.3164278 0.3282086 0.3385126 0.3177102 0.2748338 0.3299106
#> 45 0.2670153 0.5361744 0.4058690 0.3978398 0.3607676 0.2790272 0.3585406
#> 46 0.4898485 0.3818714 0.3170868 0.4147455 0.3915868 0.7249239 0.3088139
#> 47 0.3306021 0.4251250 0.3245629 0.4357872 0.3657192 0.4196921 0.3172508
#> 48 0.4033549 0.2790038 0.4265412 0.4678492 0.4566278 0.3534620 0.3700696
#> 49 0.4137337 0.2973286 0.4839836 0.2968012 0.4292827 0.6219109 0.2823979
#> 50 0.4099918 0.3678852 0.4661922 0.4426251 0.3405549 0.3961409 0.4633416
#> 51 0.4688438 0.3549379 0.4551855 0.5970054 0.4201670 0.3300901 0.5045334
#> 52 0.2823635 0.2700563 0.5272788 0.3423562 0.5653566 0.3559434 0.3863457
#> 53 0.3461964 0.4866346 0.3765320 0.3167210 0.5146545 0.2844206 0.3757950
#> 54 0.4213152 0.3376933 0.4710922 0.4998398 0.3465108 0.3935382 0.3912774
#> 55 0.3606182 0.4388215 0.4092257 0.4431863 0.4881094 0.4148200 0.3630270
#> 56 0.3790539 0.2877060 0.3663437 0.4222160 0.3253166 0.3399383 0.3739773
#> 57 0.2980933 0.3654536 0.3498677 0.4412662 0.3753364 0.3232521 0.4315354
#> 58 0.3593991 0.3706124 0.4721669 0.4495838 0.3796514 0.3601333 0.4774480
#> 59 0.5088901 0.4320358 0.2591139 0.4082628 0.3066913 0.4275566 0.2912596
#> 60 0.4091913 0.4376754 0.4118746 0.4394163 0.3650894 0.4169844 0.5962388
#> 61 0.3178161 0.4739184 0.4412904 0.4370376 0.3569816 0.3817096 0.4870977
#> 62 0.4065593 0.3013591 0.6784365 0.4773134 0.4742859 0.3463630 0.6111460
#> 63 0.3552384 0.4198484 0.3338326 0.2821497 0.5258635 0.4383209 0.3593784
#> 64 0.3385272 0.2979225 0.4807400 0.4492939 0.5153097 0.3987148 0.3817893
#> 65 0.3040513 0.3924754 0.5473267 0.4030810 0.4883160 0.3244769 0.4114457
#> 66 0.3117023 0.4597935 0.5205116 0.5089438 0.3821560 0.3244447 0.5624030
#> 67 0.3316174 0.3748238 0.3174378 0.5569349 0.4158496 0.3513641 0.4140269
#> 68 0.3061256 0.4560503 0.3248144 0.3870094 0.4427052 0.4950433 0.3408406
#> 69 0.3517386 0.4305642 0.4430609 0.4518192 0.4994286 0.4239864 0.4719757
#> 70 0.3820146 0.4141902 0.3576927 0.4211076 0.5093938 0.3393262 0.5188947
#> 71 1.0000000 0.2936429 0.2903282 0.4977208 0.3738766 0.4752598 0.3862596
#> 72 0.2936429 1.0000000 0.2868006 0.3639562 0.4120623 0.4019709 0.3477259
#> 73 0.2903282 0.2868006 1.0000000 0.4202978 0.4532163 0.3339008 0.5811330
#> 74 0.4977208 0.3639562 0.4202978 1.0000000 0.4720498 0.4439948 0.5073148
#> 75 0.3738766 0.4120623 0.4532163 0.4720498 1.0000000 0.4122082 0.4643874
#> 76 0.4752598 0.4019709 0.3339008 0.4439948 0.4122082 1.0000000 0.2711693
#> 77 0.3862596 0.3477259 0.5811330 0.5073148 0.4643874 0.2711693 1.0000000
#> 78 0.3841873 0.5119184 0.3277142 0.5635015 0.5134981 0.3988172 0.5085104
#> 79 0.3045720 0.4499053 0.4647965 0.5224196 0.4298574 0.3338640 0.6613993
#> 80 0.4278028 0.3414278 0.2942948 0.4098275 0.4196225 0.3260074 0.3902043
#> [,78] [,79] [,80]
#> 1 0.3607368 0.2780083 0.4175478
#> 2 0.4220099 0.3864747 0.4442600
#> 3 0.5456694 0.3814535 0.3803876
#> 4 0.3657597 0.4123434 0.3310488
#> 5 0.4102006 0.3100297 0.3367208
#> 6 0.3326831 0.3722287 0.4409867
#> 7 0.2834275 0.3842547 0.3824210
#> 8 0.4149628 0.3822981 0.2816545
#> 9 0.3803678 0.3522290 0.4729650
#> 10 0.3037303 0.3149504 0.2950102
#> 11 0.2300924 0.3209463 0.2309369
#> 12 0.4520996 0.5106410 0.4188394
#> 13 0.3875301 0.3879810 0.3196010
#> 14 0.5090811 0.6030676 0.4697151
#> 15 0.3658233 0.3318125 0.3742996
#> 16 0.3914620 0.2813022 0.4284734
#> 17 0.4039967 0.5056448 0.4559645
#> 18 0.4053351 0.3208665 0.5547759
#> 19 0.4845428 0.5497446 0.3035972
#> 20 0.3799514 0.6571567 0.3907798
#> 21 0.3517304 0.2752820 0.5250672
#> 22 0.4404986 0.3195216 0.4837365
#> 23 0.3842899 0.4111072 0.3915185
#> 24 0.4578186 0.4454384 0.3544671
#> 25 0.4614359 0.4110063 0.6316815
#> 26 0.3070626 0.4388795 0.3298196
#> 27 0.3253243 0.3026468 0.2902207
#> 28 0.3560017 0.2743215 0.2910855
#> 29 0.3675526 0.3952648 0.4318998
#> 30 0.3059272 0.3619741 0.3694402
#> 31 0.4648130 0.3400159 0.5289159
#> 32 0.3878636 0.4130831 0.3726206
#> 33 0.4673352 0.4681888 0.5596867
#> 34 0.5680791 0.6674672 0.3760339
#> 35 0.3469058 0.3785301 0.2553003
#> 36 0.6052296 0.5078726 0.3830533
#> 37 0.4243726 0.3981969 0.3484607
#> 38 0.4039761 0.3887400 0.4191358
#> 39 0.3225917 0.3444625 0.6147340
#> 40 0.5161685 0.3418446 0.5236913
#> 41 0.3136057 0.3536037 0.4591433
#> 42 0.2744018 0.2626727 0.2747537
#> 43 0.4010088 0.4456203 0.4053997
#> 44 0.3587628 0.3142180 0.5722372
#> 45 0.3285939 0.4696606 0.4479506
#> 46 0.4104053 0.3453300 0.3692748
#> 47 0.3827932 0.3833601 0.4352692
#> 48 0.2803453 0.3018345 0.3549733
#> 49 0.3102061 0.2698301 0.3727922
#> 50 0.3761434 0.3899756 0.3226412
#> 51 0.4127790 0.4576212 0.3342329
#> 52 0.3887263 0.3115103 0.4242270
#> 53 0.4133203 0.3119010 0.5088311
#> 54 0.3260924 0.4211997 0.3477025
#> 55 0.4447584 0.3551963 0.4524781
#> 56 0.3712029 0.4321214 0.4017589
#> 57 0.5191689 0.5452406 0.4634276
#> 58 0.3578937 0.5556828 0.4655565
#> 59 0.3174690 0.3686427 0.3543123
#> 60 0.4445644 0.5206532 0.3755697
#> 61 0.3673972 0.5811854 0.2269523
#> 62 0.4206214 0.4284530 0.3819367
#> 63 0.3973248 0.3554062 0.3140516
#> 64 0.4646580 0.3377706 0.4596273
#> 65 0.3409118 0.3626285 0.3423854
#> 66 0.5108529 0.5492060 0.3229083
#> 67 0.5062271 0.4954784 0.3505217
#> 68 0.4137264 0.4216011 0.4183806
#> 69 0.4306979 0.5330305 0.2994962
#> 70 0.4280010 0.4612852 0.5226596
#> 71 0.3841873 0.3045720 0.4278028
#> 72 0.5119184 0.4499053 0.3414278
#> 73 0.3277142 0.4647965 0.2942948
#> 74 0.5635015 0.5224196 0.4098275
#> 75 0.5134981 0.4298574 0.4196225
#> 76 0.3988172 0.3338640 0.3260074
#> 77 0.5085104 0.6613993 0.3902043
#> 78 1.0000000 0.5465583 0.5225818
#> 79 0.5465583 1.0000000 0.3445420
#> 80 0.5225818 0.3445420 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 -0.11058624 0.053371265 -0.274329085 -0.0608072008 0.205335381
#> X2 -0.11153577 0.072108584 -0.132053829 0.3385867924 -0.261657450
#> X3 -0.12220651 0.154658937 -0.059488590 0.0537779208 0.013756606
#> X4 -0.11448228 0.035024918 0.017555945 0.0880844040 -0.161035227
#> X5 -0.11886748 0.219488199 -0.019294584 -0.2834281666 0.171511714
#> X6 -0.11212488 -0.030822974 0.142341387 -0.1687163379 -0.109580572
#> X7 -0.11186455 -0.095546793 0.171870028 -0.1336007853 0.108894172
#> X8 -0.11256578 0.226306222 0.108638542 -0.2070593001 0.016783879
#> X9 -0.12003007 0.074018570 -0.206399247 0.2147817775 -0.078612746
#> X10 -0.10310286 0.060346983 -0.046456466 0.1912854534 -0.161028866
#> X11 -0.10268928 0.070560469 0.179863996 -0.2533136789 0.125828000
#> X12 -0.12049885 -0.171149111 0.137728807 -0.2176289499 0.169823350
#> X13 -0.11158624 0.165186460 -0.207493783 0.0333819858 -0.129354888
#> X14 -0.12018919 -0.120189633 0.199249003 -0.1135866392 -0.076170562
#> X15 -0.11618818 0.119604903 -0.284497042 0.1235779912 0.131398720
#> X16 -0.11142915 0.172364754 -0.105025722 -0.1178550625 0.187063513
#> X17 -0.11652433 -0.122568965 0.011387463 0.0297031748 -0.054150000
#> X18 -0.12086407 -0.048705059 -0.148095351 -0.0388967517 0.126573707
#> X19 -0.11883146 0.033954316 0.002130149 0.1032761984 -0.134385096
#> X20 -0.11641026 -0.155721840 0.189308346 -0.0956122035 -0.068813292
#> X21 -0.11457558 -0.008112914 -0.089555945 0.0965326489 0.156369505
#> X22 -0.11387275 0.056003095 -0.133289121 -0.1023066875 0.182924218
#> X23 -0.12018878 0.086759839 -0.081987832 0.1711064403 -0.089735009
#> X24 -0.11243611 0.050755888 0.232148046 -0.1681364239 0.048697302
#> X25 -0.11782798 -0.167646771 0.022863316 -0.1807105935 0.173050068
#> X26 -0.11361731 -0.173546642 0.242732011 -0.0713345851 -0.095827108
#> X27 -0.10946955 0.167900274 -0.008990617 -0.0373174969 -0.073050887
#> X28 -0.10727870 0.179983227 -0.031852028 -0.0768014154 0.124414010
#> X29 -0.11285429 -0.116876738 0.097185524 0.2155526522 -0.017132829
#> X30 -0.11032455 -0.152731844 0.195814259 -0.0778728834 0.009605355
#> X31 -0.12035048 0.130850559 -0.041486208 0.0897106817 0.220762560
#> X32 -0.10354340 -0.108841858 -0.025191749 0.0427611517 0.049715898
#> X33 -0.11645321 -0.071693452 -0.197797659 0.3322732477 -0.064518903
#> X34 -0.11838610 -0.042061251 0.103167457 -0.0025026965 -0.148013040
#> X35 -0.09760562 0.179311780 -0.017105070 -0.1326365170 0.082268697
#> X36 -0.12494826 0.012916787 -0.017451471 -0.0195015535 -0.042270560
#> X37 -0.11385018 0.086621895 0.245049005 -0.1377019139 0.168005365
#> X38 -0.11590349 -0.099714692 0.133293113 -0.0366505241 0.151292683
#> X39 -0.11471440 -0.163761001 0.130355713 0.0287036014 0.052190300
#> X40 -0.11620993 0.092878889 -0.090400301 0.0160359591 0.293770411
#> X41 -0.11265217 -0.036273885 0.050016273 0.1514593543 0.005700987
#> X42 -0.10913708 0.223547701 -0.119903510 -0.1323659557 0.113867313
#> X43 -0.11687920 -0.160224558 0.022081609 -0.0051026884 0.200958831
#> X44 -0.11080003 -0.004342445 -0.028566692 0.1886138546 -0.002328439
#> X45 -0.11543452 -0.117720976 0.125286750 0.0857199612 -0.179553348
#> X46 -0.11420833 0.081476171 0.141930062 -0.3906638834 0.148970810
#> X47 -0.11828149 0.049592953 -0.040976241 -0.0183411181 -0.120049201
#> X48 -0.10580665 0.108936608 0.007691813 0.0344321611 -0.283226577
#> X49 -0.11435967 0.203379197 -0.040835423 -0.1631405745 0.100286165
#> X50 -0.11433916 0.058335822 -0.081975312 0.0502996931 -0.121084659
#> X51 -0.11920450 0.006666527 -0.189276680 0.1471472230 -0.111752028
#> X52 -0.11181671 0.284097397 -0.204843671 0.1780712084 -0.112843619
#> X53 -0.11938882 0.119413969 -0.212654892 0.2250008595 0.046528607
#> X54 -0.12048863 0.037901965 0.221588108 0.1499486706 -0.123301238
#> X55 -0.12176992 0.176911004 0.052549234 0.2163409468 -0.036788261
#> X56 -0.11501658 -0.059034881 -0.174340114 0.0643690410 0.135863462
#> X57 -0.11863758 -0.128432614 -0.166932713 0.0762236350 0.086454449
#> X58 -0.11967941 -0.086232349 0.216120628 0.1570391075 -0.188265478
#> X59 -0.11061410 -0.109553586 0.269237255 -0.2357008921 0.153492827
#> X60 -0.12169679 -0.108124194 0.099018156 -0.1376926016 0.064739525
#> X61 -0.11606512 0.040097990 0.221658080 -0.0540543072 -0.144884375
#> X62 -0.12572709 0.139172577 -0.205047920 0.1550780465 -0.157389271
#> X63 -0.10399202 0.267206948 0.060227525 -0.0378499607 0.208327343
#> X64 -0.11628564 0.205806612 -0.243933458 0.0329275375 -0.166320117
#> X65 -0.12176825 0.191260177 -0.060682704 0.2085373064 -0.223168640
#> X66 -0.12106336 0.004586701 0.039092042 0.0173935559 -0.158512784
#> X67 -0.11706133 -0.087426423 -0.077890060 -0.1485986628 0.020169391
#> X68 -0.11661846 0.056289029 -0.026129244 -0.1188322750 0.170647245
#> X69 -0.12421632 0.129111019 0.027372376 0.0104790363 -0.066834739
#> X70 -0.11611072 -0.042956103 0.021888481 -0.0530547544 0.001049124
#> X71 -0.11019468 0.006819910 0.033844944 -0.0560204681 0.214154947
#> X72 -0.11414428 0.021539542 0.196456625 -0.0620818817 0.063774447
#> X73 -0.11691603 0.137850770 -0.057612622 0.1137944465 -0.319138186
#> X74 -0.12219989 -0.039547329 -0.022991106 0.0039193651 -0.183441479
#> X75 -0.11944983 0.212300283 -0.112187989 -0.0139150673 -0.051639995
#> X76 -0.11247845 0.181355355 0.112811753 -0.3811492004 0.196827050
#> X77 -0.12110806 -0.044752401 -0.040996425 0.0943460709 -0.255842360
#> X78 -0.12075575 -0.003580140 -0.086246697 -0.0172259883 0.062508291
#> X79 -0.12188889 -0.124702928 0.137853392 0.0008998715 -0.225729775
#> X80 -0.11839708 -0.101169193 -0.149948243 0.1038138141 0.155515614
#> comp 6
#> X1 -0.1286661887
#> X2 -0.0885995126
#> X3 -0.0529275831
#> X4 0.0602492368
#> X5 -0.0907294405
#> X6 -0.1555701764
#> X7 -0.0516434990
#> X8 0.0932856627
#> X9 -0.1400297351
#> X10 -0.0288696179
#> X11 0.0959426495
#> X12 0.1080656649
#> X13 0.2018667215
#> X14 -0.0573053490
#> X15 0.0716540488
#> X16 -0.2264811473
#> X17 0.0874330961
#> X18 -0.1391890813
#> X19 0.2378670066
#> X20 -0.0310483283
#> X21 -0.2638766774
#> X22 -0.1080993216
#> X23 0.0715997937
#> X24 -0.1638432110
#> X25 -0.0718313457
#> X26 0.0006024815
#> X27 0.1114483120
#> X28 -0.0924884351
#> X29 -0.1534958974
#> X30 -0.0849177896
#> X31 -0.1273532578
#> X32 0.0033679333
#> X33 -0.0414958339
#> X34 0.2928713506
#> X35 0.0312468949
#> X36 0.2580380036
#> X37 -0.1564398495
#> X38 -0.1246562500
#> X39 -0.2743501610
#> X40 -0.2599268699
#> X41 -0.1864345547
#> X42 0.0615029778
#> X43 0.0127238688
#> X44 -0.3745490053
#> X45 -0.0350818946
#> X46 -0.0837676078
#> X47 -0.1472159042
#> X48 -0.0574620951
#> X49 -0.0865722504
#> X50 0.2730764283
#> X51 0.2459379653
#> X52 -0.1203239908
#> X53 -0.1710419763
#> X54 0.0038609379
#> X55 -0.1093266952
#> X56 0.0253715507
#> X57 0.0963132803
#> X58 0.0262004051
#> X59 -0.1189115327
#> X60 0.2124645393
#> X61 0.2410847134
#> X62 0.2624117837
#> X63 0.0002473088
#> X64 -0.0839940618
#> X65 0.0872950403
#> X66 0.2114653887
#> X67 0.1151001505
#> X68 -0.0052811445
#> X69 0.1820384087
#> X70 0.0095269963
#> X71 -0.0604549448
#> X72 0.0220842692
#> X73 0.2566411310
#> X74 0.1423860785
#> X75 0.0100653789
#> X76 -0.0147108807
#> X77 0.2941374563
#> X78 0.0787996248
#> X79 0.2611436716
#> X80 -0.2550977203
#>
#> $mat.d
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 0.04521274 1.418017 1.769266 1.241145 2.216845 0.8781545
#>
#> $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 -3.311052 -0.05978892 -0.4866813805 -0.197068760 0.089134577 -0.210244162
#> 2 -3.300829 0.10246531 -0.1036108729 0.387717353 -0.244736269 -0.189626063
#> 3 -3.568439 0.32673432 -0.0222737401 0.076975726 0.004245011 -0.106533368
#> 4 -3.402936 0.03560552 0.0420972894 0.082045322 -0.166097852 -0.002644740
#> 5 -3.437752 0.46927593 -0.0720980476 -0.427951126 0.038031591 -0.135313019
#> 6 -3.370584 -0.13406315 0.0918955391 -0.327862840 -0.259566754 -0.259623273
#> 7 -3.391995 -0.26799862 0.1850661145 -0.144548956 0.051394114 -0.111153128
#> 8 -3.226096 0.56923354 0.1988961219 -0.233645303 0.020225176 0.163176108
#> 9 -3.564852 0.05754515 -0.2626955526 0.213327532 -0.097351120 -0.223829549
#> 10 -3.050510 0.09650945 -0.0136407999 0.216178267 -0.169999474 -0.133045200
#> 11 -3.014660 0.19554295 0.2750572968 -0.208232100 0.215059149 0.317578687
#> 12 -3.699609 -0.49172017 0.0935285653 -0.222307933 0.212601331 0.261266799
#> 13 -3.263508 0.28220549 -0.2991600520 -0.057781059 -0.114728906 0.249017235
#> 14 -3.656247 -0.34030112 0.1886153985 -0.192909394 -0.169636334 -0.140959983
#> 15 -3.429010 0.15534289 -0.3603698363 0.163638990 0.193804144 0.115763205
#> 16 -3.245651 0.33796879 -0.1538244332 -0.179655480 0.104083198 -0.244513501
#> 17 -3.559216 -0.39082434 -0.0284346632 0.045032817 0.014015734 0.206706907
#> 18 -3.663532 -0.27240605 -0.2866176367 -0.088836105 0.119518404 -0.052545474
#> 19 -3.532060 0.03701897 0.0498056134 0.157687120 -0.047553429 0.271625283
#> 20 -3.564256 -0.43250819 0.1728542732 -0.154956695 -0.132659155 -0.083695954
#> 21 -3.439473 -0.11255865 -0.1139978006 0.145742575 0.122983862 -0.334958639
#> 22 -3.390413 0.01693393 -0.2311592772 -0.147689991 0.170517715 -0.023702653
#> 23 -3.548379 0.14747632 -0.0504987667 0.221867021 -0.054929328 0.023409707
#> 24 -3.318137 0.13722951 0.3046287151 -0.227834581 -0.109875053 -0.368892335
#> 25 -3.631985 -0.53998655 -0.1150278184 -0.268336751 0.112870777 -0.041828639
#> 26 -3.483709 -0.44721206 0.2755622761 -0.082605984 -0.116726122 -0.017994568
#> 27 -3.178632 0.37261035 0.0153144144 -0.080016333 -0.092497019 0.088444122
#> 28 -3.109663 0.39050946 -0.0329278610 -0.136623099 -0.003854242 -0.285522813
#> 29 -3.429780 -0.30690060 0.1965463352 0.364344210 0.016834961 -0.232148133
#> 30 -3.376894 -0.40680526 0.2137127390 -0.081135830 -0.029559067 -0.117788308
#> 31 -3.517126 0.30517925 0.0824843402 0.281969391 0.332769648 -0.036989790
#> 32 -3.165925 -0.36048078 -0.0772921419 0.058581284 0.060917943 -0.002353832
#> 33 -3.539304 -0.30686091 -0.2452987673 0.420668735 -0.005863393 -0.086144852
#> 34 -3.558654 -0.14314373 0.1335497607 0.004626040 -0.085466518 0.352534514
#> 35 -2.817271 0.40795075 0.0050619111 -0.152084916 0.089060731 0.090733099
#> 36 -3.734611 -0.05120417 -0.0441124895 -0.035311523 0.002698970 0.308180114
#> 37 -3.329287 0.27214967 0.4230686639 -0.034537212 0.168161139 -0.156816383
#> 38 -3.514250 -0.27702484 0.1767196509 0.029889205 0.140525924 -0.151793223
#> 39 -3.517579 -0.45010265 0.1492132961 0.073916515 0.017058138 -0.317626236
#> 40 -3.427256 0.15953325 -0.0758500044 0.093807737 0.271833005 -0.311088604
#> 41 -3.383110 -0.12239261 0.1175348919 0.240876858 -0.008411015 -0.301162093
#> 42 -3.149463 0.46380215 -0.1754732551 -0.228760007 0.038235136 0.002569747
#> 43 -3.588077 -0.47419007 0.0068761321 0.097975559 0.295294379 0.145925434
#> 44 -3.318049 -0.07482116 -0.0105344349 0.222923644 -0.099649419 -0.591624648
#> 45 -3.511017 -0.32503574 0.1696441083 0.125343467 -0.135242218 0.011005112
#> 46 -3.369161 0.15112251 0.0868895973 -0.569191783 -0.013517237 -0.131094286
#> 47 -3.520836 0.01931362 -0.1221906690 -0.155188969 -0.248919175 -0.280631731
#> 48 -3.104910 0.21452216 0.0008542102 -0.074331402 -0.360245587 -0.140096354
#> 49 -3.310168 0.43829224 -0.0613773832 -0.247376982 0.024579069 -0.091323343
#> 50 -3.394382 0.05822267 -0.1071842376 0.042297792 -0.043731875 0.363158192
#> 51 -3.579484 -0.11821142 -0.2700308278 0.151535291 -0.016929287 0.336213524
#> 52 -3.191910 0.63032576 -0.1753518408 0.190094918 -0.110011925 -0.157823212
#> 53 -3.516686 0.18679681 -0.2309048882 0.274023624 0.022267619 -0.303366491
#> 54 -3.549768 0.16795847 0.4781095520 0.377640073 0.043224673 0.128368632
#> 55 -3.519060 0.48096560 0.2892203732 0.453819426 0.114671130 -0.021926941
#> 56 -3.493274 -0.29073644 -0.2852207160 0.076798320 0.165985233 0.053366880
#> 57 -3.643326 -0.47918600 -0.3064779455 0.073978710 0.127898059 0.145636555
#> 58 -3.604881 -0.18439444 0.3815050376 0.302543111 -0.089394393 0.071673969
#> 59 -3.356201 -0.27691112 0.3003818149 -0.269147944 0.053203600 -0.200522084
#> 60 -3.701909 -0.34089970 0.0553934064 -0.174382364 0.062230953 0.231896594
#> 61 -3.428811 0.12422634 0.3423276213 -0.037804738 -0.132824559 0.195994946
#> 62 -3.694910 0.23445154 -0.2286021215 0.182076151 -0.027969012 0.395173336
#> 63 -2.938090 0.71208715 0.2640798959 0.138108665 0.311598995 0.091782682
#> 64 -3.386044 0.36264830 -0.3694349390 -0.123674663 -0.239861974 -0.107430855
#> 65 -3.527276 0.45011163 0.0577263912 0.311030569 -0.096492887 0.184140457
#> 66 -3.617857 -0.04867033 0.0425956340 -0.006981112 -0.133961078 0.212238895
#> 67 -3.572012 -0.37003207 -0.2554687260 -0.290694691 -0.013392700 0.172957293
#> 68 -3.461071 0.06274502 -0.0548386287 -0.129381196 0.169561868 0.054431964
#> 69 -3.634269 0.29669431 0.1132709111 0.071025074 0.029237210 0.288201364
#> 70 -3.501846 -0.18840325 -0.0244509194 -0.096959798 -0.023030883 0.013198730
#> 71 -3.290423 -0.03292609 0.0477127416 -0.019805674 0.179912533 -0.118050595
#> 72 -3.381993 0.07744129 0.3255517898 0.019842492 0.082578185 0.004010321
#> 73 -3.420914 0.28182574 -0.0327205183 0.092298927 -0.241680861 0.339139614
#> 74 -3.686704 -0.20205319 -0.0951250318 -0.072115769 -0.167757492 0.196194984
#> 75 -3.460298 0.44621814 -0.1254233457 -0.066188165 -0.063958352 0.029453994
#> 76 -3.256747 0.42291571 0.1141587483 -0.496125575 0.103597633 0.018988000
#> 77 -3.657210 -0.21562821 -0.1033910007 0.033771232 -0.229218107 0.283774297
#> 78 -3.625678 -0.12031001 -0.1567494510 -0.036131711 0.081558947 0.121627108
#> 79 -3.712115 -0.36290013 0.1327497603 -0.038491870 -0.205544349 0.263403841
#> 80 -3.615868 -0.38989423 -0.2461736006 0.140939155 0.162260522 -0.228034027
#>
#> $variates$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> 1 -32.829896 -0.9411930822 -0.706420657 -0.3132406863 -0.0650412035
#> 2 -12.097342 -0.2804722468 -0.306913682 -0.2898103255 -0.3793275787
#> 3 -5.119243 -0.0494465906 -0.301498422 -0.3980377669 -0.2659459146
#> 4 -7.520671 -0.1312918354 -0.133763534 -0.2506914828 -0.1862894322
#> 5 -21.594294 -0.5789119640 -0.840093125 -1.0947851857 -0.3733405401
#> 6 -8.552381 -0.1652189359 -0.024970483 -0.1665937628 0.0902897558
#> 7 -8.552381 -0.1645362398 0.082922185 -0.1456072631 -0.0005925148
#> 8 34.817379 1.2129965376 0.515957945 0.4519750161 0.3838584074
#> 9 -12.097342 -0.2720540167 -0.264164468 -0.0020939542 -0.1206080774
#> 10 -3.497109 -0.0142395744 -0.088762226 -0.1070863949 -0.1809862615
#> 11 46.536717 1.5799200388 1.109539309 1.1895630223 0.7825838799
#> 12 -5.119243 -0.0452643152 0.357821818 0.3767528546 0.3353963023
#> 13 -8.552381 -0.1686330046 -0.361334377 -0.0886301649 -0.0172714963
#> 14 -24.261311 -0.6569818282 -0.253810685 -0.6306831081 -0.2450964711
#> 15 -3.497109 -0.0021712896 -0.126243188 0.3337500377 0.0952401118
#> 16 -3.497109 -0.0080176179 -0.277298380 -0.1760134297 0.0020390755
#> 17 -12.097342 -0.2722337285 0.095047041 0.1760244886 0.0733383378
#> 18 -8.552381 -0.1558784361 0.093393608 0.5417100889 0.3530240441
#> 19 14.592924 0.5779057272 0.433505526 0.5469683234 0.2179469577
#> 20 -24.261311 -0.6599149316 -0.182260110 -0.5062193458 -0.1966615019
#> 21 -9.649363 -0.1979991305 -0.068478147 0.0648887530 -0.0452676482
#> 22 -6.405515 -0.0961349709 -0.090621545 0.2003380380 0.1948505334
#> 23 -8.552381 -0.1595500421 -0.246072995 -0.2787931514 -0.2803047267
#> 24 -21.594294 -0.5827258148 -0.577023953 -1.2568052956 -0.5760900726
#> 25 -24.261311 -0.6577554137 -0.094388431 0.0294216676 0.1667060748
#> 26 -3.497109 -0.0004272495 0.358085459 0.1176376795 0.1121104662
#> 27 -9.649363 -0.2063158880 -0.463993105 -0.6832579888 -0.3377370460
#> 28 -9.649363 -0.2085149519 -0.480101224 -0.6374504060 -0.2803983007
#> 29 -8.552381 -0.1633314914 0.115066605 -0.1161502251 -0.2690145311
#> 30 -5.119243 -0.0555539171 0.281518078 0.0966572354 0.0995410450
#> 31 50.886695 1.7346376963 1.145670751 1.5155835855 0.6906638653
#> 32 -10.842958 -0.2447782197 0.092732348 0.2423717257 0.1028987975
#> 33 -12.097342 -0.2728685993 0.027243879 0.3885124532 -0.0180033447
#> 34 -16.244288 -0.4044748882 -0.209449576 -0.4889492177 -0.2763380939
#> 35 28.992477 1.0142373941 0.485921700 0.6854707650 0.4689224937
#> 36 -21.594294 -0.5694467425 -0.415356849 -0.5292128002 -0.2765206225
#> 37 37.629720 1.3059567738 0.828567327 0.5780426762 0.3429652441
#> 38 -12.097342 -0.2736674276 0.002690875 -0.2480798789 -0.1556266156
#> 39 -3.497109 0.0006526689 0.361267711 0.3022858339 0.1278571833
#> 40 23.824008 0.8688924500 0.568531457 0.9185726560 0.4617613264
#> 41 -3.497109 -0.0036347838 0.095181062 -0.0318656227 -0.1527003961
#> 42 -10.842958 -0.2453031045 -0.568327921 -0.5600185224 -0.1854617817
#> 43 -7.520671 -0.1253887263 0.279554467 0.3887058790 0.1627712520
#> 44 -21.594294 -0.5827286077 -0.407073540 -0.5652707301 -0.4412865674
#> 45 -3.497109 0.0004434391 0.260862408 0.1300326602 0.0026253399
#> 46 -20.217855 -0.5372118957 -0.551680676 -0.9102887454 -0.1909700354
#> 47 -24.261311 -0.6612993581 -0.545492169 -0.6034208098 -0.2509516648
#> 48 -9.649363 -0.2086664806 -0.339173798 -0.4847135571 -0.2297607525
#> 49 -8.552381 -0.1671452580 -0.485241135 -0.6042223051 -0.1997870740
#> 50 -2.175622 0.0388595383 -0.015519007 0.1306697649 0.0494768369
#> 51 -17.559863 -0.4457571822 -0.262518723 0.0107085862 -0.0788446796
#> 52 10.362359 0.4321708704 -0.158815572 0.0235726283 -0.0932308728
#> 53 -7.520671 -0.1276649911 -0.252032290 -0.0301173366 -0.1702794703
#> 54 43.210451 1.4909254536 1.060320838 0.8299484068 0.2532339717
#> 55 57.629356 1.9496856435 1.177137820 1.2657358042 0.4545678109
#> 56 -12.097342 -0.2743362577 0.013144283 0.4253224937 0.1951283098
#> 57 -24.261311 -0.6573937998 -0.142828538 0.2332839789 0.0891902780
#> 58 -3.497109 0.0034362579 0.150541022 -0.3292416711 -0.3537174925
#> 59 -10.842958 -0.2387113662 0.030616028 -0.3845540111 -0.0646124215
#> 60 -21.594294 -0.5704894421 -0.184009722 -0.3412717165 -0.0934363803
#> 61 -6.405515 -0.0949106587 -0.175632140 -0.7383571719 -0.3922184536
#> 62 32.044019 1.1395172847 0.725384743 1.3599184651 0.6594388500
#> 63 40.400188 1.3818185969 0.536770920 0.3887239677 0.1403120476
#> 64 -8.552381 -0.1647259976 -0.422675675 -0.0758952382 0.0267502775
#> 65 21.439995 0.7960685444 0.277274741 0.3129685175 0.0010849999
#> 66 -3.497109 0.0038499993 0.042093570 -0.0007156973 0.0035078191
#> 67 -9.649363 -0.1937731946 0.141266531 0.5655503465 0.4793861080
#> 68 -10.842958 -0.2353676642 -0.238928936 -0.2624226994 -0.0744859773
#> 69 26.286934 0.9540221098 0.526829747 0.5895325383 0.2902968945
#> 70 -21.594294 -0.5768683406 -0.311343846 -0.4089689316 -0.1746846261
#> 71 -21.594294 -0.5836094528 -0.441357229 -0.6971744674 -0.3792386238
#> 72 19.092448 0.7165859630 0.512256484 0.2661495362 0.1378999820
#> 73 -9.649363 -0.1985908573 -0.385040395 -0.5022357477 -0.3328622664
#> 74 -10.842958 -0.2281734694 -0.020934666 0.1057591586 0.0995868767
#> 75 -8.552381 -0.1623584463 -0.487757026 -0.5165105314 -0.2521220880
#> 76 16.860600 0.6414312229 0.175134036 0.0869209238 0.3264303788
#> 77 -21.594294 -0.5719146614 -0.285553571 -0.2596746894 -0.1642916362
#> 78 -9.649363 -0.1920620773 -0.057507262 0.1414707998 0.0994343589
#> 79 -12.097342 -0.2673585998 0.076573854 -0.0800793544 -0.0232835944
#> 80 -9.649363 -0.1923748731 0.158306211 0.5765902916 0.2439081029
#> comp 6
#> 1 -0.389206912
#> 2 -0.339767166
#> 3 -0.682079738
#> 4 -0.050972355
#> 5 -1.038482677
#> 6 0.883190419
#> 7 -0.131236925
#> 8 0.917968873
#> 9 -0.058710705
#> 10 -0.027735444
#> 11 1.432679943
#> 12 0.309988065
#> 13 0.246025007
#> 14 -0.190494298
#> 15 -0.248818604
#> 16 -0.257603870
#> 17 0.149756124
#> 18 0.589470078
#> 19 0.670238773
#> 20 -0.161569837
#> 21 -0.424740195
#> 22 0.061426647
#> 23 -0.568945803
#> 24 -1.176930047
#> 25 0.135903770
#> 26 0.577683354
#> 27 -0.619092788
#> 28 -0.698117818
#> 29 -0.721608789
#> 30 0.325904988
#> 31 0.903481098
#> 32 0.105977985
#> 33 -0.030646533
#> 34 -0.481843105
#> 35 0.958936765
#> 36 -0.704872032
#> 37 0.441281801
#> 38 -0.747618175
#> 39 0.279705116
#> 40 0.479461920
#> 41 -0.364249329
#> 42 -0.564708583
#> 43 -0.334546173
#> 44 -0.862441164
#> 45 0.348037847
#> 46 -0.447968258
#> 47 -0.005130891
#> 48 0.329400632
#> 49 -0.566398000
#> 50 0.235299441
#> 51 -0.156301455
#> 52 0.042362694
#> 53 -0.486072832
#> 54 0.530155064
#> 55 0.858047465
#> 56 0.073569837
#> 57 -0.097715322
#> 58 -0.667266785
#> 59 -0.297419024
#> 60 -0.392972243
#> 61 -0.654823323
#> 62 1.735317251
#> 63 -0.432402962
#> 64 0.673045604
#> 65 0.246329144
#> 66 0.347031452
#> 67 1.243988633
#> 68 -0.616083201
#> 69 0.659028503
#> 70 -0.382840190
#> 71 -1.411541390
#> 72 0.139656344
#> 73 -0.230181635
#> 74 0.674893786
#> 75 -0.475007337
#> 76 0.562527038
#> 77 0.163902729
#> 78 0.045125335
#> 79 0.460105637
#> 80 0.206114105
#>
#>
#> $loadings
#> $loadings$X
#> comp 1 comp 2 comp 3 comp 4 comp 5
#> X1 -0.13185900 -0.081526512 -0.260715605 0.018340789 0.092033198
#> X2 -0.10056851 0.042031316 -0.058130041 0.099593974 -0.277900594
#> X3 -0.08883432 0.127896779 -0.051722960 0.010462260 -0.050367404
#> X4 -0.10554638 0.034246277 -0.001504872 -0.025679723 -0.132284806
#> X5 -0.08438265 0.132160884 -0.168776641 -0.201390004 0.095393888
#> X6 -0.12172829 -0.036804463 -0.011560365 -0.207344447 -0.044916724
#> X7 -0.12382385 -0.045833248 0.096080879 -0.102107085 0.036620841
#> X8 -0.05017783 0.239097826 0.024722208 -0.113056452 0.109306411
#> X9 -0.11694920 0.011807217 -0.120235269 0.116084594 -0.114764979
#> X10 -0.09067762 0.047618958 -0.024599329 0.029447073 -0.188185496
#> X11 -0.06118623 0.159057786 0.171037895 -0.011890983 0.280726053
#> X12 -0.14826010 -0.106393204 0.125153103 -0.016942642 0.233357824
#> X13 -0.09475579 0.064501645 -0.194592552 0.017381210 -0.018605685
#> X14 -0.14287309 -0.086934614 0.064271648 -0.181848515 -0.079374836
#> X15 -0.10409408 0.046349860 -0.141579302 0.192546215 0.080196177
#> X16 -0.08435405 0.103763567 -0.132584839 -0.037129076 0.093868091
#> X17 -0.14135107 -0.095146897 0.052998360 0.056060365 0.030648112
#> X18 -0.14365531 -0.087345972 -0.074680911 0.098907754 0.160238932
#> X19 -0.10258464 0.062264921 0.054715628 0.070845894 -0.037709923
#> X20 -0.14529063 -0.110682152 0.087047762 -0.137770780 -0.049021947
#> X21 -0.11938493 -0.018431531 -0.019942689 0.093786600 -0.003193103
#> X22 -0.11218662 0.006461961 -0.095747664 0.050577804 0.177773923
#> X23 -0.10239676 0.068186779 -0.035895971 0.062097353 -0.126755650
#> X24 -0.09440041 0.069120660 0.035493413 -0.264943354 -0.112566995
#> X25 -0.16241141 -0.170863112 -0.006216191 -0.039177425 0.164574617
#> X26 -0.13608541 -0.086107574 0.168992628 -0.099345534 -0.032571102
#> X27 -0.07617429 0.127601962 -0.077884151 -0.092816953 -0.064534708
#> X28 -0.07647744 0.118043884 -0.119709559 -0.118366237 -0.048331530
#> X29 -0.12218505 -0.035759539 0.156774412 0.080281250 -0.157293442
#> X30 -0.13136891 -0.080651155 0.139309640 -0.076125963 0.002031318
#> X31 -0.07000965 0.192928001 0.119976462 0.217530910 0.148629225
#> X32 -0.12839942 -0.095259097 0.026251270 0.069306712 0.030867149
#> X33 -0.13955102 -0.088520892 -0.032522227 0.222667661 -0.127449259
#> X34 -0.12154141 -0.012092525 0.057920261 -0.060959377 -0.067973366
#> X35 -0.05337283 0.169519328 -0.018925775 -0.002452949 0.151377313
#> X36 -0.12540699 -0.001758057 -0.028361927 -0.014699134 0.005584248
#> X37 -0.06410177 0.190657607 0.201068797 -0.059252425 0.091220982
#> X38 -0.12559727 -0.037150779 0.120916661 -0.016674201 0.023228447
#> X39 -0.13872828 -0.092031659 0.138630592 0.011148348 -0.020413230
#> X40 -0.09168556 0.093988081 0.002143724 0.124680125 0.126331321
#> X41 -0.11055945 0.008020213 0.085606768 0.047949367 -0.120361302
#> X42 -0.07583208 0.127639272 -0.185361279 -0.088188111 0.051369950
#> X43 -0.14238438 -0.097746978 0.120749805 0.132930928 0.160505341
#> X44 -0.11341290 -0.010013645 -0.010960672 0.023719747 -0.191738693
#> X45 -0.12813525 -0.048674747 0.133444969 0.010991178 -0.086894549
#> X46 -0.10240312 0.045242695 -0.070028084 -0.285561042 0.122213472
#> X47 -0.12221479 -0.015074110 -0.124981396 -0.113176116 -0.110274034
#> X48 -0.08879438 0.065198418 -0.084532368 -0.124249215 -0.184514535
#> X49 -0.07841977 0.137737368 -0.126865318 -0.115903950 0.054926696
#> X50 -0.10564773 0.033309352 -0.048368413 0.045276962 -0.005840426
#> X51 -0.12940916 -0.039108737 -0.088469403 0.135812808 -0.013179645
#> X52 -0.05713708 0.209556157 -0.144065122 0.081884023 -0.111846356
#> X53 -0.10341095 0.061234151 -0.112443563 0.135009917 -0.104641372
#> X54 -0.07061838 0.191124554 0.296131791 0.100429128 -0.057581271
#> X55 -0.04943393 0.277223047 0.193872099 0.190397517 -0.030166992
#> X56 -0.13881444 -0.091203782 -0.062172519 0.151118020 0.100871620
#> X57 -0.16047060 -0.160322371 -0.061633020 0.141865225 0.076327970
#> X58 -0.11194357 0.029647090 0.223959051 0.010560332 -0.170325364
#> X59 -0.12159804 -0.042095266 0.130376031 -0.187081066 0.056535082
#> X60 -0.14481582 -0.088602185 0.037729994 -0.082570600 0.064095805
#> X61 -0.09118703 0.095343695 0.106772831 -0.154779385 -0.117123013
#> X62 -0.09795953 0.106417391 -0.063305625 0.190962594 0.041726514
#> X63 -0.01951809 0.323740908 0.109262629 0.066062643 0.120829464
#> X64 -0.09674871 0.074874032 -0.253052109 -0.012285122 -0.052573232
#> X65 -0.06861473 0.203707428 0.024056679 0.114165305 -0.109735663
#> X66 -0.11815528 0.011145033 0.012675224 -0.035590112 -0.061609352
#> X67 -0.15114908 -0.130639127 -0.083516770 -0.007580596 0.163975658
#> X68 -0.10689333 0.037270930 -0.036756094 -0.014317045 0.121530198
#> X69 -0.08276678 0.158852727 0.057481507 0.040564587 0.034983447
#> X70 -0.12932683 -0.050649892 -0.014869709 -0.049522546 0.004107248
#> X71 -0.10810790 0.007997453 0.002275826 -0.042531558 0.015684890
#> X72 -0.08663094 0.105443115 0.162159610 -0.046206723 0.018459617
#> X73 -0.08969184 0.104334965 -0.064775666 -0.009650425 -0.143541565
#> X74 -0.13666426 -0.055433740 -0.030703511 -0.010390553 -0.016639557
#> X75 -0.08218752 0.142805405 -0.134312067 -0.029806709 -0.018478785
#> X76 -0.07080361 0.159716158 -0.041821862 -0.208330452 0.200953456
#> X77 -0.13937172 -0.069994305 -0.048784778 -0.010492875 -0.121906614
#> X78 -0.12812005 -0.028223215 -0.047627429 0.052029888 0.080530659
#> X79 -0.14422019 -0.085583288 0.075606144 -0.083862731 -0.098561864
#> X80 -0.14719032 -0.110348258 -0.017740289 0.178117435 0.086400171
#> comp 6
#> X1 -0.1358490192
#> X2 -0.0194754875
#> X3 -0.0768845203
#> X4 0.0344716796
#> X5 -0.0912650734
#> X6 0.0775317834
#> X7 -0.0866555341
#> X8 0.1109342732
#> X9 -0.0433464331
#> X10 -0.0325607283
#> X11 0.1857223592
#> X12 0.0761776676
#> X13 0.1327880033
#> X14 -0.0038419165
#> X15 -0.0613917145
#> X16 -0.1117410660
#> X17 0.1016727138
#> X18 0.0403645160
#> X19 0.1159132774
#> X20 0.0237297704
#> X21 -0.1913151467
#> X22 -0.0061751894
#> X23 -0.0443876518
#> X24 -0.1933554689
#> X25 -0.0101620439
#> X26 0.0758437854
#> X27 0.0102108759
#> X28 -0.2071214475
#> X29 -0.1680522063
#> X30 -0.0090812516
#> X31 -0.0864876793
#> X32 -0.0225995998
#> X33 -0.0754533315
#> X34 0.0959673584
#> X35 0.0828610490
#> X36 0.0573777894
#> X37 -0.0920642729
#> X38 -0.1535486819
#> X39 -0.0870514424
#> X40 -0.2007590298
#> X41 -0.1511483531
#> X42 -0.0749341734
#> X43 -0.0485036277
#> X44 -0.2271023967
#> X45 0.1110976558
#> X46 -0.0320819775
#> X47 0.0117204000
#> X48 0.1183554795
#> X49 -0.0543858833
#> X50 0.1381775322
#> X51 0.1181880273
#> X52 0.0011957154
#> X53 -0.1812524073
#> X54 0.0787980671
#> X55 0.0079388841
#> X56 -0.0419551270
#> X57 -0.0121416214
#> X58 0.0215101504
#> X59 -0.1162520810
#> X60 -0.0007718187
#> X61 0.0332858010
#> X62 0.2387393026
#> X63 -0.1049097270
#> X64 0.1363822160
#> X65 0.1360058413
#> X66 0.1161869610
#> X67 0.1724233364
#> X68 -0.0588912096
#> X69 0.1220797373
#> X70 0.0036666819
#> X71 -0.2379650762
#> X72 -0.0543323622
#> X73 0.2105398865
#> X74 0.1999950662
#> X75 0.0397602038
#> X76 0.0049475498
#> X77 0.1605886073
#> X78 0.0216087722
#> X79 0.1524739907
#> X80 -0.0828692356
#>
#> $loadings$Y
#> comp 1 comp 2 comp 3 comp 4 comp 5 comp 6
#> Y 0.04521274 1.418017 1.769266 1.241145 2.216845 0.8781545
#>
#>
#> $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,] 2.950298 -0.9282574 -2.204843 -0.6257824 -3.990089 -3.253885
#> [2,] NA 4.1392074 5.671701 4.6727697 5.736158 5.412662
#> [3,] NA NA 6.781065 6.7438254 6.356404 6.129493
#> [4,] NA NA NA 2.6510711 3.299431 3.160192
#> [5,] NA NA NA NA 9.381174 10.092581
#> [6,] NA NA NA NA NA 2.325436
#>
#> $kernDKplsDR_mod
#> Gaussian Radial Basis kernel function.
#> Hyperparameter : sigma = 0.0120545187208289
#>
(cox_DKplsDR_fit=coxDKplsDR(~X_train_micro,Y_train_micro,C_train_micro,ncomp=6,allres=TRUE))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
(cox_DKplsDR_fit=coxDKplsDR(~.,Y_train_micro,C_train_micro,ncomp=6,allres=TRUE,
dataXplan=X_train_micro_df))
#> Error in model.matrix(mt0, mf0, , contrasts.arg = contrasts.arg): argument "contrasts.arg" is missing, with no default
rm(X_train_micro,Y_train_micro,C_train_micro,cox_DKplsDR_fit)