R version 2.6.0 (2007-10-03)
Copyright (C) 2007 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(99.0,115.4,106.9,107.1,99.3,99.2,108.3,105.6,99.5,107.4,93.1,88.1,110.7,113.1,99.6,93.6,98.6,99.6,114.3,107.8,101.2,112.5,100.5,93.9,116.2,112.0,106.4,95.7,96.0,95.8,103.0,102.2,98.4,111.4,86.6,91.3,107.9,101.8,104.4,93.4,100.1,98.5,112.9,101.4,107.1,110.8,90.3,95.5,111.4,113.0,107.5,95.9,106.3,105.2,117.2,106.9,108.2,110.0,96.1,100.6)
> y <- c(101.5,126.6,93.9,89.8,93.4,101.5,110.4,105.9,108.4,113.9,86.1,69.4,101.2,100.5,98.0,106.6,90.1,96.9,125.9,112.0,100.0,123.9,79.8,83.4,113.6,112.9,104.0,109.9,99.0,106.3,128.9,111.1,102.9,130.0,87.0,87.5,117.6,103.4,110.8,112.6,102.5,112.4,135.6,105.1,127.7,137.0,91.0,90.5,122.4,123.3,124.3,120.0,118.1,119.0,142.7,123.6,129.6,146.9,108.7,99.4)
> x <- c(108.4,117.0,103.8,100.8,110.6,104.0,112.6,107.3,98.9,109.8,104.9,102.2,123.9,124.9,112.7,121.9,100.6,104.3,120.4,107.5,102.9,125.6,107.5,108.8,128.4,121.1,119.5,128.7,108.7,105.5,119.8,111.3,110.6,120.1,97.5,107.7,127.3,117.2,119.8,116.2,111.0,112.4,130.6,109.1,118.8,123.9,101.6,112.8,128.0,129.6,125.8,119.5,115.7,113.6,129.7,112.0,116.8,126.3,112.9,115.9)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1863v1194256624.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/2ezci1194256624.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/3f3cu1194256624.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/454yp1194256624.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/rcomp/tmp/599kr1194256624.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,y)
> (r<-lm(y ~ x))

Call:
lm(formula = y ~ x)

Coefficients:
(Intercept)            x  
    -35.322        1.261  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6vgvb1194256624.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z))
> op
$xords
 [1]  57.01894  59.10592  61.19290  63.27989  65.36687  67.45385  69.54083
 [8]  71.62781  73.71480  75.80178  77.88876  79.97574  82.06272  84.14971
[15]  86.23669  88.32367  90.41065  92.49763  94.58462  96.67160  98.75858
[22] 100.84556 102.93254 105.01953 107.10651 109.19349 111.28047 113.36746
[29] 115.45444 117.54142 119.62840 121.71538 123.80237 125.88935 127.97633
[36] 130.06331 132.15029 134.23728 136.32426 138.41124 140.49822 142.58520
[43] 144.67219 146.75917 148.84615 150.93313 153.02011 155.10710 157.19408
[50] 159.28106

$yords
 [1]  81.31173  82.15207  82.99241  83.83274  84.67308  85.51342  86.35376
 [8]  87.19409  88.03443  88.87477  89.71511  90.55544  91.39578  92.23612
[15]  93.07646  93.91679  94.75713  95.59747  96.43781  97.27814  98.11848
[22]  98.95882  99.79916 100.63949 101.47983 102.32017 103.16051 104.00084
[29] 104.84118 105.68152 106.52186 107.36219 108.20253 109.04287 109.88321
[36] 110.72354 111.56388 112.40422 113.24456 114.08489 114.92523 115.76557
[43] 116.60591 117.44624 118.28658 119.12692 119.96726 120.80759 121.64793
[50] 122.48827

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.969881e-03 4.211415e-03 5.365649e-03 6.137858e-03 6.302581e-03
 [2,] 3.098794e-03 4.731354e-03 6.512201e-03 8.061527e-03 8.966875e-03
 [3,] 2.947287e-03 4.788243e-03 7.077788e-03 9.453209e-03 1.137282e-02
 [4,] 2.667741e-03 4.474025e-03 6.990619e-03 9.991594e-03 1.294604e-02
 [5,] 2.501679e-03 4.074961e-03 6.484326e-03 9.715830e-03 1.340866e-02
 [6,] 2.683735e-03 3.961470e-03 6.023519e-03 9.062016e-03 1.298485e-02
 [7,] 3.340611e-03 4.434189e-03 6.111274e-03 8.690819e-03 1.234553e-02
 [8,] 4.417183e-03 5.586780e-03 7.072091e-03 9.200164e-03 1.231462e-02
 [9,] 5.658666e-03 7.228951e-03 8.890886e-03 1.085685e-02 1.349671e-02
[10,] 6.677235e-03 8.907875e-03 1.116048e-02 1.344088e-02 1.599052e-02
[11,] 7.102319e-03 1.005455e-02 1.318017e-02 1.625807e-02 1.928258e-02
[12,] 6.751211e-03 1.022194e-02 1.421298e-02 1.835551e-02 2.236962e-02
[13,] 5.716705e-03 9.296562e-03 1.381168e-02 1.890355e-02 2.411600e-02
[14,] 4.310013e-03 7.547268e-03 1.203260e-02 1.757788e-02 2.374012e-02
[15,] 2.898561e-03 5.474465e-03 9.391979e-03 1.471086e-02 2.118449e-02
[16,] 1.748127e-03 3.564317e-03 6.591633e-03 1.110287e-02 1.712967e-02
[17,] 9.566411e-04 2.105479e-03 4.199892e-03 7.619708e-03 1.263207e-02
[18,] 4.861503e-04 1.152737e-03 2.477204e-03 4.839323e-03 8.628026e-03
[19,] 2.385962e-04 6.066369e-04 1.398701e-03 2.932444e-03 5.609650e-03
[20,] 1.187831e-04 3.216526e-04 7.903579e-04 1.766785e-03 3.604492e-03
[21,] 6.190106e-05 1.777039e-04 4.627285e-04 1.095732e-03 2.366938e-03
[22,] 3.333438e-05 1.015758e-04 2.802485e-04 7.017998e-04 1.599961e-03
[23,] 1.773651e-05 5.766994e-05 1.693751e-04 4.502598e-04 1.086251e-03
[24,] 8.920428e-06 3.112031e-05 9.785487e-05 2.777663e-04 7.132212e-04
[25,] 4.120149e-06 1.548548e-05 5.237298e-05 1.595658e-04 4.385938e-04
[26,] 1.721081e-06 6.987723e-06 2.550045e-05 8.370704e-05 2.474095e-04
[27,] 6.454731e-07 2.835869e-06 1.119035e-05 3.967930e-05 1.265137e-04
[28,] 2.166371e-07 1.031110e-06 4.405680e-06 1.690423e-05 5.826926e-05
[29,] 6.498191e-08 3.353177e-07 1.552818e-06 6.454644e-06 2.408970e-05
[30,] 1.741269e-08 9.746411e-08 4.894828e-07 2.205967e-06 8.922874e-06
[31,] 4.167930e-09 2.531421e-08 1.379328e-07 6.743173e-07 2.958018e-06
[32,] 8.911895e-10 5.874566e-09 3.473805e-08 1.842807e-07 8.770556e-07
[33,] 1.702215e-10 1.217972e-09 7.817357e-09 4.500848e-08 2.324647e-07
[34,] 2.904081e-11 2.255647e-10 1.571501e-09 9.820780e-09 5.505215e-08
[35,] 4.424346e-12 3.730322e-11 2.821038e-10 1.913550e-09 1.164243e-08
[36,] 6.016844e-13 5.506492e-12 4.519930e-11 3.327665e-10 2.197356e-09
[37,] 7.300376e-14 7.251343e-13 6.459924e-12 5.161447e-11 3.698713e-10
[38,] 7.897878e-15 8.513286e-14 8.230101e-13 7.135635e-12 5.548539e-11
[39,] 7.613138e-16 8.904382e-15 9.340076e-14 8.786212e-13 7.412349e-12
[40,] 6.534155e-17 8.291235e-16 9.434990e-15 9.628396e-14 8.811600e-13
[41,] 4.989614e-18 6.867880e-17 8.477299e-16 9.383592e-15 9.314414e-14
[42,] 3.387526e-19 5.057117e-18 6.770020e-17 8.127204e-16 8.748929e-15
[43,] 2.043351e-20 3.308037e-19 4.802340e-18 6.251560e-17 7.297519e-16
[44,] 1.094394e-21 1.921123e-20 3.024000e-19 4.268263e-18 5.402093e-17
[45,] 5.201460e-23 9.899518e-22 1.689423e-20 2.585217e-19 3.547220e-18
[46,] 2.192705e-24 4.524121e-23 8.369814e-22 1.388429e-20 2.065174e-19
[47,] 8.194888e-26 1.832845e-24 3.675608e-23 6.609250e-22 1.065599e-20
[48,] 2.714215e-27 6.579975e-26 1.430273e-24 2.787582e-23 4.871349e-22
[49,] 7.964226e-29 2.092636e-27 4.930076e-26 1.041412e-24 1.972422e-23
[50,] 2.069720e-30 5.893985e-29 1.504916e-27 3.445245e-26 7.071839e-25
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.810013e-03 4.811071e-03 3.584741e-03 2.415846e-03 1.495976e-03
 [2,] 8.959602e-03 8.044059e-03 6.496283e-03 4.733918e-03 3.141849e-03
 [3,] 1.230870e-02 1.198097e-02 1.049417e-02 8.287638e-03 5.934419e-03
 [4,] 1.514339e-02 1.596502e-02 1.516602e-02 1.299569e-02 1.008002e-02
 [5,] 1.685101e-02 1.918091e-02 1.973300e-02 1.834663e-02 1.544600e-02
 [6,] 1.728048e-02 2.106589e-02 2.336660e-02 2.352229e-02 2.149447e-02
 [7,] 1.688850e-02 2.165856e-02 2.563064e-02 2.776658e-02 2.745520e-02
 [8,] 1.655488e-02 2.163323e-02 2.675465e-02 3.079039e-02 3.268250e-02
 [9,] 1.717124e-02 2.197801e-02 2.753185e-02 3.292709e-02 3.696693e-02
[10,] 1.922190e-02 2.350654e-02 2.889614e-02 3.491736e-02 4.057738e-02
[11,] 2.253005e-02 2.645376e-02 3.142960e-02 3.746346e-02 4.400690e-02
[12,] 2.624953e-02 3.031040e-02 3.504077e-02 4.081574e-02 4.760130e-02
[13,] 2.912858e-02 3.394778e-02 3.892660e-02 4.458153e-02 5.128744e-02
[14,] 3.000076e-02 3.602237e-02 4.183248e-02 4.781735e-02 5.451858e-02
[15,] 2.831213e-02 3.554537e-02 4.255105e-02 4.938141e-02 5.645369e-02
[16,] 2.438802e-02 3.235277e-02 4.047474e-02 4.843747e-02 5.631888e-02
[17,] 1.925219e-02 2.718393e-02 3.590441e-02 4.487792e-02 5.380550e-02
[18,] 1.410985e-02 2.129783e-02 2.990002e-02 3.940237e-02 4.927500e-02
[19,] 9.833174e-03 1.587613e-02 2.375447e-02 3.317469e-02 4.360973e-02
[20,] 6.736929e-03 1.158716e-02 1.843317e-02 2.727758e-02 3.779015e-02
[21,] 4.681434e-03 8.513733e-03 1.430353e-02 2.231106e-02 3.248131e-02
[22,] 3.332799e-03 6.370191e-03 1.122525e-02 1.832857e-02 2.787211e-02
[23,] 2.386036e-03 4.791189e-03 8.836353e-03 1.504711e-02 2.378997e-02
[24,] 1.661004e-03 3.520409e-03 6.819070e-03 1.213290e-02 1.994402e-02
[25,] 1.089757e-03 2.453980e-03 5.025280e-03 9.398813e-03 1.614033e-02
[26,] 6.593338e-04 1.587209e-03 3.460089e-03 6.853444e-03 1.238740e-02
[27,] 3.630457e-04 9.388162e-04 2.191522e-03 4.628982e-03 8.875580e-03
[28,] 1.805525e-04 5.033203e-04 1.263743e-03 2.862467e-03 5.862152e-03
[29,] 8.075359e-05 2.432718e-04 6.590831e-04 1.607524e-03 3.534946e-03
[30,] 3.240092e-05 1.056573e-04 3.095512e-04 8.153444e-04 1.932565e-03
[31,] 1.164503e-05 4.115023e-05 1.305630e-04 3.721020e-04 9.531348e-04
[32,] 3.745293e-06 1.435192e-05 4.936007e-05 1.524029e-04 4.225929e-04
[33,] 1.077138e-06 4.477845e-06 1.670311e-05 5.591437e-05 1.680147e-04
[34,] 2.768298e-07 1.248765e-06 5.053662e-06 1.834978e-05 5.978850e-05
[35,] 6.353716e-08 3.110305e-07 1.365797e-06 5.380258e-06 1.901492e-05
[36,] 1.301420e-08 6.913487e-08 3.294192e-07 1.407957e-06 5.398149e-06
[37,] 2.377202e-09 1.370315e-08 7.084672e-08 3.285294e-07 1.366477e-06
[38,] 3.869394e-10 2.420062e-09 1.357478e-08 6.829173e-08 3.081384e-07
[39,] 5.608051e-11 3.805135e-10 2.315431e-09 1.263577e-08 6.184280e-08
[40,] 7.231737e-12 5.322514e-11 3.513000e-10 2.079360e-09 1.103771e-08
[41,] 8.291160e-13 6.618315e-12 4.737533e-11 3.041109e-10 1.750623e-09
[42,] 8.445581e-14 7.310786e-13 5.674904e-12 3.950159e-11 2.465684e-10
[43,] 7.638566e-15 7.169640e-14 6.034365e-13 4.554240e-12 3.082157e-11
[44,] 6.130740e-16 6.238826e-15 5.692878e-14 4.658016e-13 3.417544e-12
[45,] 4.364261e-17 4.814641e-16 4.762640e-15 4.224382e-14 3.359803e-13
[46,] 2.754316e-18 3.293777e-17 3.531815e-16 3.395674e-15 2.927398e-14
[47,] 1.540469e-19 1.996776e-18 2.320721e-17 2.418436e-16 2.259789e-15
[48,] 7.632786e-21 1.072331e-19 1.350786e-18 1.525658e-17 1.545056e-16
[49,] 3.349536e-22 5.100079e-21 6.962685e-20 8.522859e-19 9.354191e-18
[50,] 1.301513e-23 2.147673e-22 3.177546e-21 4.215225e-20 5.013706e-19
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 8.907203e-04 5.662124e-04 4.391392e-04 4.190824e-04 4.324826e-04
 [2,] 1.951814e-03 1.218917e-03 8.706599e-04 7.766279e-04 8.028083e-04
 [3,] 3.915864e-03 2.489789e-03 1.685025e-03 1.375710e-03 1.369883e-03
 [4,] 7.146007e-03 4.755398e-03 3.173944e-03 2.388991e-03 2.206726e-03
 [5,] 1.184484e-02 8.404862e-03 5.745376e-03 4.123555e-03 3.473167e-03
 [6,] 1.788896e-02 1.368651e-02 9.854238e-03 7.048116e-03 5.506762e-03
 [7,] 2.479608e-02 2.055964e-02 1.585985e-02 1.174126e-02 8.884922e-03
 [8,] 3.189345e-02 2.865263e-02 2.386230e-02 1.873504e-02 1.437507e-02
 [9,] 3.860114e-02 3.736703e-02 3.359700e-02 2.828703e-02 2.272112e-02
[10,] 4.463588e-02 4.605772e-02 4.443570e-02 4.016650e-02 3.430146e-02
[11,] 4.999991e-02 5.416984e-02 5.548455e-02 5.355486e-02 4.879167e-02
[12,] 5.479119e-02 6.127405e-02 6.574156e-02 6.713124e-02 6.501208e-02
[13,] 5.898601e-02 6.703489e-02 7.427952e-02 7.935146e-02 8.109405e-02
[14,] 6.232378e-02 7.117666e-02 8.041910e-02 8.884195e-02 9.495646e-02
[15,] 6.434474e-02 7.348311e-02 8.384501e-02 9.475976e-02 1.049134e-01
[16,] 6.457511e-02 7.384601e-02 8.463909e-02 9.698139e-02 1.101546e-01
[17,] 6.279359e-02 7.236006e-02 8.324952e-02 9.608212e-02 1.109219e-01
[18,] 5.922639e-02 6.940007e-02 8.041164e-02 9.315488e-02 1.083746e-01
[19,] 5.450589e-02 6.556303e-02 7.697741e-02 8.950402e-02 1.042189e-01
[20,] 4.938237e-02 6.143377e-02 7.362147e-02 8.621711e-02 1.001536e-01
[21,] 4.438663e-02 5.731563e-02 7.054186e-02 8.371848e-02 9.722255e-02
[22,] 3.967532e-02 5.314352e-02 6.739246e-02 8.157598e-02 9.534642e-02
[23,] 3.511411e-02 4.863897e-02 6.355183e-02 7.878473e-02 9.340293e-02
[24,] 3.047452e-02 4.354911e-02 5.853359e-02 7.439341e-02 8.992631e-02
[25,] 2.560741e-02 3.778899e-02 5.222334e-02 6.801766e-02 8.397774e-02
[26,] 2.054338e-02 3.146507e-02 4.483778e-02 5.989867e-02 7.555698e-02
[27,] 1.551467e-02 2.486185e-02 3.677459e-02 5.060979e-02 6.535324e-02
[28,] 1.088804e-02 1.841830e-02 2.853571e-02 4.078159e-02 5.422272e-02
[29,] 7.023012e-03 1.264340e-02 2.071092e-02 3.104421e-02 4.289675e-02
[30,] 4.127636e-03 7.959723e-03 1.389826e-02 2.206285e-02 3.202497e-02
[31,] 2.196200e-03 4.557924e-03 8.536085e-03 1.446641e-02 2.227714e-02
[32,] 1.052928e-03 2.359259e-03 4.759784e-03 8.662559e-03 1.426234e-02
[33,] 4.533338e-04 1.098913e-03 2.395153e-03 4.699738e-03 8.318418e-03
[34,] 1.748487e-04 4.591081e-04 1.082955e-03 2.296808e-03 4.385936e-03
[35,] 6.030085e-05 1.716294e-04 4.385944e-04 1.006946e-03 2.079049e-03
[36,] 1.856773e-05 5.730642e-05 1.587441e-04 3.948591e-04 8.826248e-04
[37,] 5.098406e-06 1.706569e-05 5.125801e-05 1.381987e-04 3.346728e-04
[38,] 1.247063e-06 4.527278e-06 1.474565e-05 4.310174e-05 1.131232e-04
[39,] 2.714638e-07 1.068815e-06 3.775030e-06 1.196383e-05 3.403609e-05
[40,] 5.254604e-08 2.243570e-07 8.592656e-07 2.952522e-06 9.105390e-06
[41,] 9.037441e-09 4.184212e-08 1.737559e-07 6.472936e-07 2.163919e-06
[42,] 1.380182e-09 6.928372e-09 3.119317e-08 1.259767e-07 4.565103e-07
[43,] 1.870493e-10 1.017976e-09 4.968586e-09 2.175223e-08 8.544110e-08
[44,] 2.248425e-11 1.326508e-10 7.018411e-10 3.330602e-09 1.417981e-08
[45,] 2.396105e-12 1.532338e-11 8.787955e-11 4.520228e-10 2.085820e-09
[46,] 2.262930e-13 1.568586e-12 9.750358e-12 5.435769e-11 2.718529e-10
[47,] 1.893339e-14 1.422426e-13 9.582954e-13 5.790167e-12 3.138431e-11
[48,] 1.402986e-15 1.142349e-14 8.340808e-14 5.461833e-13 3.208522e-12
[49,] 9.205457e-17 8.123021e-16 6.427660e-15 4.561557e-14 2.904200e-13
[50,] 5.347029e-18 5.113262e-17 4.384789e-16 3.372362e-15 2.327029e-14
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 4.320615e-04 3.977591e-04 3.318979e-04 2.499585e-04 1.699754e-04
 [2,] 8.426825e-04 8.315285e-04 7.489244e-04 6.102078e-04 4.492236e-04
 [3,] 1.476372e-03 1.546703e-03 1.498303e-03 1.319025e-03 1.050780e-03
 [4,] 2.357072e-03 2.575881e-03 2.664614e-03 2.527528e-03 2.176578e-03
 [5,] 3.517774e-03 3.890100e-03 4.236472e-03 4.304303e-03 3.997279e-03
 [6,] 5.102028e-03 5.459517e-03 6.094570e-03 6.550700e-03 6.525458e-03
 [7,] 7.509444e-03 7.419718e-03 8.128755e-03 9.018084e-03 9.524213e-03
 [8,] 1.148948e-02 1.028364e-02 1.049503e-02 1.151568e-02 1.258835e-02
 [9,] 1.805868e-02 1.504600e-02 1.389160e-02 1.427552e-02 1.547547e-02
[10,] 2.817741e-02 2.301708e-02 1.963299e-02 1.826885e-02 1.857682e-02
[11,] 4.226120e-02 3.534177e-02 2.934314e-02 2.519268e-02 2.322650e-02
[12,] 5.974279e-02 5.236060e-02 4.428761e-02 3.697196e-02 3.153757e-02
[13,] 7.894429e-02 7.312561e-02 6.461106e-02 5.490266e-02 4.568333e-02
[14,] 9.740616e-02 9.537652e-02 8.887501e-02 7.881557e-02 6.687788e-02
[15,] 1.125865e-01 1.160768e-01 1.141946e-01 1.066968e-01 9.452438e-02
[16,] 1.226349e-01 1.323129e-01 1.369843e-01 1.350095e-01 1.259605e-01
[17,] 1.269146e-01 1.421694e-01 1.540121e-01 1.596281e-01 1.569678e-01
[18,] 1.261136e-01 1.452449e-01 1.633359e-01 1.770177e-01 1.828772e-01
[19,] 1.219711e-01 1.426844e-01 1.648065e-01 1.852291e-01 1.998762e-01
[20,] 1.167012e-01 1.367621e-01 1.600288e-01 1.844061e-01 2.060830e-01
[21,] 1.121938e-01 1.300850e-01 1.517842e-01 1.766626e-01 2.020502e-01
[22,] 1.092239e-01 1.245708e-01 1.429913e-01 1.652953e-01 1.904971e-01
[23,] 1.071120e-01 1.206179e-01 1.355057e-01 1.534871e-01 1.752485e-01
[24,] 1.041922e-01 1.170307e-01 1.293726e-01 1.430076e-01 1.597022e-01
[25,] 9.887931e-02 1.119007e-01 1.231047e-01 1.336708e-01 1.455527e-01
[26,] 9.058447e-02 1.038889e-01 1.149007e-01 1.239782e-01 1.325442e-01
[27,] 7.983828e-02 9.296487e-02 1.039277e-01 1.125144e-01 1.194100e-01
[28,] 6.770490e-02 8.014211e-02 9.071701e-02 9.902133e-02 1.052438e-01
[29,] 5.514525e-02 6.664460e-02 7.653829e-02 8.439272e-02 9.022844e-02
[30,] 4.283585e-02 5.332309e-02 6.249912e-02 6.983591e-02 7.530152e-02
[31,] 3.135694e-02 4.067934e-02 4.917004e-02 5.610777e-02 6.131563e-02
[32,] 2.133505e-02 2.918320e-02 3.683606e-02 4.343448e-02 4.856674e-02
[33,] 1.332222e-02 1.939840e-02 2.586833e-02 3.192734e-02 3.699286e-02
[34,] 7.557891e-03 1.179539e-02 1.676827e-02 2.190512e-02 2.663170e-02
[35,] 3.866996e-03 6.497563e-03 9.908067e-03 1.381242e-02 1.780027e-02
[36,] 1.775310e-03 3.220411e-03 5.288389e-03 7.910440e-03 1.088395e-02
[37,] 7.287477e-04 1.429484e-03 2.533991e-03 4.081063e-03 6.023470e-03
[38,] 2.668237e-04 5.664942e-04 1.085558e-03 1.886392e-03 2.995801e-03
[39,] 8.698853e-05 1.999995e-04 4.146528e-04 7.784775e-04 1.332890e-03
[40,] 2.521939e-05 6.280929e-05 1.409615e-04 2.861642e-04 5.289605e-04
[41,] 6.495571e-06 1.752671e-05 4.259333e-05 9.355587e-05 1.868904e-04
[42,] 1.485166e-06 4.342051e-06 1.142888e-05 2.717395e-05 5.871585e-05
[43,] 3.012583e-07 9.543901e-07 2.721364e-06 7.007068e-06 1.639010e-05
[44,] 5.418613e-08 1.860237e-07 5.747246e-07 1.603202e-06 4.062927e-06
[45,] 8.638526e-09 3.213966e-08 1.076084e-07 3.253434e-07 8.941104e-07
[46,] 1.220240e-09 4.920410e-09 1.785715e-08 5.854451e-08 1.746526e-07
[47,] 1.526794e-10 6.673178e-10 2.625777e-09 9.340137e-09 3.028241e-08
[48,] 1.691784e-11 8.015777e-11 3.420699e-10 1.321049e-09 4.661217e-09
[49,] 1.659819e-12 8.526617e-12 3.947732e-11 1.656546e-10 6.371312e-10
[50,] 1.441660e-13 8.031159e-13 4.035935e-12 1.841902e-11 7.736882e-11
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 1.046530e-04 5.861279e-05 3.006176e-05 1.424231e-05 6.294958e-06
 [2,] 2.994415e-04 1.815155e-04 1.007094e-04 5.157744e-05 2.462305e-05
 [3,] 7.582328e-04 4.975012e-04 2.986446e-04 1.653723e-04 8.529421e-05
 [4,] 1.699645e-03 1.207059e-03 7.840685e-04 4.695507e-04 2.617184e-04
 [5,] 3.374783e-03 2.593477e-03 1.823046e-03 1.180986e-03 7.115822e-04
 [6,] 5.943277e-03 4.938196e-03 3.755756e-03 2.632266e-03 1.715044e-03
 [7,] 9.309470e-03 8.345012e-03 6.861764e-03 5.202566e-03 3.666381e-03
 [8,] 1.305202e-02 1.255565e-02 1.113699e-02 9.128255e-03 6.958013e-03
 [9,] 1.660869e-02 1.693809e-02 1.611698e-02 1.424773e-02 1.173881e-02
[10,] 1.974944e-02 2.080871e-02 2.096355e-02 1.986768e-02 1.765011e-02
[11,] 2.312405e-02 2.404167e-02 2.494071e-02 2.497921e-02 2.376970e-02
[12,] 2.849958e-02 2.763887e-02 2.812713e-02 2.888111e-02 2.897403e-02
[13,] 3.839238e-02 3.382761e-02 3.193978e-02 3.194169e-02 3.268169e-02
[14,] 5.512824e-02 4.545939e-02 3.903774e-02 3.601008e-02 3.560496e-02
[15,] 7.970833e-02 6.487728e-02 5.248817e-02 4.409648e-02 3.999816e-02
[16,] 1.109968e-01 9.272611e-02 7.448999e-02 5.933045e-02 4.910846e-02
[17,] 1.456166e-01 1.272258e-01 1.051876e-01 8.359740e-02 6.596327e-02
[18,] 1.786478e-01 1.642410e-01 1.420744e-01 1.164141e-01 9.197615e-02
[19,] 2.049115e-01 1.981838e-01 1.802695e-01 1.545145e-01 1.259463e-01
[20,] 2.204250e-01 2.235003e-01 2.136577e-01 1.923813e-01 1.638922e-01
[21,] 2.235505e-01 2.362700e-01 2.365806e-01 2.236431e-01 1.998824e-01
[22,] 2.154313e-01 2.353637e-01 2.455180e-01 2.429207e-01 2.276683e-01
[23,] 1.994779e-01 2.226870e-01 2.401167e-01 2.474512e-01 2.425625e-01
[24,] 1.799966e-01 2.023315e-01 2.231057e-01 2.378168e-01 2.428204e-01
[25,] 1.605121e-01 1.789315e-01 1.990911e-01 2.174504e-01 2.299337e-01
[26,] 1.426543e-01 1.559963e-01 1.727741e-01 1.911559e-01 2.077422e-01
[27,] 1.262416e-01 1.350855e-01 1.474751e-01 1.633850e-01 1.808513e-01
[28,] 1.103754e-01 1.161793e-01 1.246616e-01 1.371061e-01 1.531696e-01
[29,] 9.460648e-02 9.875804e-02 1.044991e-01 1.136708e-01 1.272020e-01
[30,] 7.929180e-02 8.265166e-02 8.676220e-02 9.340814e-02 1.041762e-01
[31,] 6.509607e-02 6.810275e-02 7.134760e-02 7.627114e-02 8.455316e-02
[32,] 5.235218e-02 5.530110e-02 5.818373e-02 6.206882e-02 6.838329e-02
[33,] 4.093644e-02 4.406506e-02 4.695358e-02 5.036587e-02 5.534865e-02
[34,] 3.064105e-02 3.401020e-02 3.710978e-02 4.046124e-02 4.474500e-02
[35,] 2.153919e-02 2.494721e-02 2.820902e-02 3.165694e-02 3.569217e-02
[36,] 1.397364e-02 1.705670e-02 2.020120e-02 2.361368e-02 2.753077e-02
[37,] 8.255738e-03 1.069883e-02 1.338399e-02 1.645719e-02 2.009334e-02
[38,] 4.401528e-03 6.087820e-03 8.095172e-03 1.055189e-02 1.363109e-02
[39,] 2.105228e-03 3.119617e-03 4.431113e-03 6.161088e-03 8.491913e-03
[40,] 9.000122e-04 1.433206e-03 2.183600e-03 3.256556e-03 4.824599e-03
[41,] 3.431379e-04 5.887605e-04 9.659544e-04 1.553607e-03 2.491651e-03
[42,] 1.165093e-04 2.159512e-04 3.830633e-04 6.682425e-04 1.168586e-03
[43,] 3.520226e-05 7.067265e-05 1.361254e-04 2.591489e-04 4.977899e-04
[44,] 9.460428e-06 2.063182e-05 4.335611e-05 9.066535e-05 1.926702e-04
[45,] 2.261075e-06 5.373841e-06 1.238387e-05 2.863709e-05 6.776012e-05
[46,] 4.806388e-07 1.249365e-06 3.174704e-06 8.170770e-06 2.163802e-05
[47,] 9.089629e-08 2.594449e-07 7.310804e-07 2.106336e-06 6.264357e-06
[48,] 1.530047e-08 4.816413e-08 1.513520e-07 4.904366e-07 1.640486e-06
[49,] 2.293960e-09 8.001098e-09 2.818617e-08 1.030503e-07 3.875476e-07
[50,] 3.065850e-10 1.190590e-09 4.723204e-09 1.951320e-08 8.235189e-08
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 2.620116e-06 1.033485e-06 3.867912e-07 1.368048e-07 4.539428e-08
 [2,] 1.106175e-05 4.707486e-06 1.901014e-06 7.259227e-07 2.602997e-07
 [3,] 4.136674e-05 1.899604e-05 8.277658e-06 3.412542e-06 1.322222e-06
 [4,] 1.370662e-04 6.793186e-05 3.194509e-05 1.421777e-05 5.951943e-06
 [5,] 4.025515e-04 2.153788e-04 1.093140e-04 5.252424e-05 2.375435e-05
 [6,] 1.048402e-03 6.057303e-04 3.318724e-04 1.721563e-04 8.410408e-05
 [7,] 2.422758e-03 1.512121e-03 8.945350e-04 5.010046e-04 2.643633e-04
 [8,] 4.971842e-03 3.353391e-03 2.142567e-03 1.295720e-03 7.384004e-04
 [9,] 9.070706e-03 6.613572e-03 4.565121e-03 2.981344e-03 1.834728e-03
[10,] 1.473810e-02 1.161644e-02 8.664496e-03 6.111260e-03 4.060900e-03
[11,] 2.139098e-02 1.821080e-02 1.467532e-02 1.117866e-02 8.019394e-03
[12,] 2.789483e-02 2.557131e-02 2.223815e-02 1.828587e-02 1.415712e-02
[13,] 3.307323e-02 3.237598e-02 3.027381e-02 2.682860e-02 2.239678e-02
[14,] 3.653396e-02 3.745401e-02 3.730266e-02 3.547051e-02 3.185897e-02
[15,] 3.935666e-02 4.065572e-02 4.221645e-02 4.261427e-02 4.096306e-02
[16,] 4.414627e-02 4.343315e-02 4.515510e-02 4.727856e-02 4.805348e-02
[17,] 5.426162e-02 4.867812e-02 4.794302e-02 4.994267e-02 5.235434e-02
[18,] 7.247035e-02 5.973884e-02 5.369379e-02 5.280008e-02 5.473484e-02
[19,] 9.958206e-02 7.898136e-02 6.562657e-02 5.911270e-02 5.773850e-02
[20,] 1.336455e-01 1.065179e-01 8.558381e-02 7.185074e-02 6.468064e-02
[21,] 1.700981e-01 1.396837e-01 1.129368e-01 9.223719e-02 7.816120e-02
[22,] 2.029119e-01 1.735531e-01 1.444176e-01 1.189197e-01 9.872816e-02
[23,] 2.263737e-01 2.023581e-01 1.750054e-01 1.482006e-01 1.243905e-01
[24,] 2.368199e-01 2.212715e-01 1.995143e-01 1.752329e-01 1.512308e-01
[25,] 2.336051e-01 2.278191e-01 2.142123e-01 1.956331e-01 1.747936e-01
[26,] 2.189130e-01 2.223385e-01 2.177859e-01 2.067977e-01 1.915776e-01
[27,] 1.965910e-01 2.073631e-01 2.112946e-01 2.083874e-01 1.999833e-01
[28,] 1.706719e-01 1.863566e-01 1.972601e-01 2.018699e-01 2.003788e-01
[29,] 1.443178e-01 1.625129e-01 1.784735e-01 1.894712e-01 1.943681e-01
[30,] 1.195341e-01 1.381684e-01 1.571743e-01 1.731712e-01 1.837265e-01
[31,] 9.744598e-02 1.148698e-01 1.349130e-01 1.542842e-01 1.696325e-01
[32,] 7.864182e-02 9.369874e-02 1.128820e-01 1.337055e-01 1.526105e-01
[33,] 6.326425e-02 7.541377e-02 9.221425e-02 1.124183e-01 1.330835e-01
[34,] 5.094393e-02 6.032000e-02 7.392132e-02 9.172167e-02 1.119850e-01
[35,] 4.088448e-02 4.813609e-02 5.857648e-02 7.297149e-02 9.088669e-02
[36,] 3.221924e-02 3.814372e-02 4.611365e-02 5.708993e-02 7.154352e-02
[37,] 2.442185e-02 2.959406e-02 3.598057e-02 4.427413e-02 5.522964e-02
[38,] 1.745796e-02 2.207182e-02 2.753230e-02 3.411046e-02 4.234385e-02
[39,] 1.159926e-02 1.556388e-02 2.035610e-02 2.594941e-02 3.248699e-02
[40,] 7.099892e-03 1.025476e-02 1.433550e-02 1.924912e-02 2.486382e-02
[41,] 3.986087e-03 6.268461e-03 9.507239e-03 1.371394e-02 1.871709e-02
[42,] 2.049046e-03 3.539952e-03 5.886231e-03 9.246079e-03 1.358119e-02
[43,] 9.637122e-04 1.841061e-03 3.377421e-03 5.821348e-03 9.304649e-03
[44,] 4.143230e-04 8.788168e-04 1.783561e-03 3.383178e-03 5.913491e-03
[45,] 1.625412e-04 3.834183e-04 8.609239e-04 1.797060e-03 3.438698e-03
[46,] 5.802540e-05 1.521558e-04 3.773596e-04 8.653173e-04 1.811088e-03
[47,] 1.878275e-05 5.464501e-05 1.493063e-04 3.752475e-04 8.576692e-04
[48,] 5.491399e-06 1.767583e-05 5.305729e-05 1.458132e-04 3.633359e-04
[49,] 1.444466e-06 5.128098e-06 1.686550e-05 5.057939e-05 1.372002e-04
[50,] 3.406445e-07 1.329779e-06 4.780652e-06 1.561898e-05 4.606668e-05
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 1.401945e-08 4.004050e-09 1.053448e-09 2.549906e-10 5.683838e-11
 [2,] 8.696742e-08 2.690056e-08 7.673361e-09 2.015905e-09 4.882078e-10
 [3,] 4.778497e-07 1.600612e-07 4.949778e-08 1.411303e-08 3.713282e-09
 [4,] 2.326433e-06 8.437531e-07 2.828385e-07 8.751500e-08 2.501446e-08
 [5,] 1.004039e-05 3.942107e-06 1.432196e-06 4.808313e-07 1.492854e-07
 [6,] 3.843422e-05 1.633249e-05 6.429541e-06 2.341668e-06 7.895547e-07
 [7,] 1.305874e-04 6.004418e-05 2.560493e-05 1.011343e-05 3.702262e-06
 [8,] 3.941689e-04 1.960379e-04 9.052178e-05 3.876052e-05 1.539945e-05
 [9,] 1.058107e-03 5.689814e-04 2.843579e-04 1.319306e-04 5.685765e-05
[10,] 2.529349e-03 1.469871e-03 7.945990e-04 3.992063e-04 1.865030e-04
[11,] 5.392559e-03 3.384731e-03 1.977846e-03 1.075159e-03 5.440655e-04
[12,] 1.027279e-02 6.959716e-03 4.392428e-03 2.581138e-03 1.413337e-03
[13,] 1.752447e-02 1.280475e-02 8.719966e-03 5.533162e-03 3.274522e-03
[14,] 2.684438e-02 2.113088e-02 1.550932e-02 1.061338e-02 6.779056e-03
[15,] 3.706306e-02 3.137210e-02 2.477932e-02 1.826005e-02 1.256814e-02
[16,] 4.639443e-02 4.207878e-02 3.568233e-02 2.826032e-02 2.092169e-02
[17,] 5.320937e-02 5.132968e-02 4.652938e-02 3.949104e-02 3.137246e-02
[18,] 5.702637e-02 5.762851e-02 5.536383e-02 5.009672e-02 4.255788e-02
[19,] 5.914075e-02 6.087209e-02 6.093645e-02 5.820495e-02 5.255716e-02
[20,] 6.239327e-02 6.278341e-02 6.358059e-02 6.291620e-02 5.970596e-02
[21,] 7.003046e-02 6.640324e-02 6.539850e-02 6.501327e-02 6.352379e-02
[22,] 8.417302e-02 7.477096e-02 6.949527e-02 6.687733e-02 6.519901e-02
[23,] 1.046967e-01 8.945634e-02 7.857561e-02 7.152651e-02 6.725250e-02
[24,] 1.291183e-01 1.097350e-01 9.364830e-02 8.124648e-02 7.248158e-02
[25,] 1.535092e-01 1.328154e-01 1.135218e-01 9.654509e-02 8.273441e-02
[26,] 1.739283e-01 1.549180e-01 1.352734e-01 1.159245e-01 9.813140e-02
[27,] 1.876942e-01 1.726225e-01 1.553455e-01 1.364507e-01 1.170062e-01
[28,] 1.939898e-01 1.838999e-01 1.707375e-01 1.547561e-01 1.364400e-01
[29,] 1.936311e-01 1.884757e-01 1.798655e-01 1.680962e-01 1.531394e-01
[30,] 1.881881e-01 1.874322e-01 1.828167e-01 1.751648e-01 1.644667e-01
[31,] 1.789661e-01 1.822552e-01 1.808712e-01 1.763428e-01 1.693352e-01
[32,] 1.664576e-01 1.738578e-01 1.754742e-01 1.731421e-01 1.684728e-01
[33,] 1.505896e-01 1.622129e-01 1.672648e-01 1.670481e-01 1.637062e-01
[34,] 1.315096e-01 1.468516e-01 1.558587e-01 1.585238e-01 1.566103e-01
[35,] 1.102465e-01 1.278259e-01 1.405676e-01 1.469485e-01 1.475060e-01
[36,] 8.871065e-02 1.063663e-01 1.214905e-01 1.315504e-01 1.356044e-01
[37,] 6.903708e-02 8.472167e-02 1.001106e-01 1.125726e-01 1.201477e-01
[38,] 5.275500e-02 6.530198e-02 7.894456e-02 9.174643e-02 1.015809e-01
[39,] 4.031047e-02 4.971131e-02 6.050134e-02 7.172809e-02 8.183392e-02
[40,] 3.115577e-02 3.824890e-02 4.624405e-02 5.491900e-02 6.354546e-02
[41,] 2.424726e-02 3.008665e-02 3.615713e-02 4.244700e-02 4.881676e-02
[42,] 1.861531e-02 2.391792e-02 2.908417e-02 3.389175e-02 3.831486e-02
[43,] 1.371634e-02 1.865636e-02 2.353895e-02 2.782117e-02 3.122415e-02
[44,] 9.458515e-03 1.381732e-02 1.847070e-02 2.272096e-02 2.596837e-02
[45,] 5.988991e-03 9.466637e-03 1.358103e-02 1.772828e-02 2.117113e-02
[46,] 3.436946e-03 5.896280e-03 9.137238e-03 1.280157e-02 1.625785e-02
[47,] 1.772459e-03 3.302982e-03 5.544565e-03 8.385036e-03 1.143705e-02
[48,] 8.169057e-04 1.653411e-03 3.009573e-03 4.925567e-03 7.251362e-03
[49,] 3.352842e-04 7.367509e-04 1.454462e-03 2.578880e-03 4.107270e-03
[50,] 1.222622e-04 2.915422e-04 6.241716e-04 1.199428e-03 2.068718e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.169489e-11 2.227461e-12 3.935832e-13 6.456067e-14 9.818432e-15
 [2,] 1.092391e-10 2.264294e-11 4.356075e-12 7.780406e-13 1.288066e-13
 [3,] 9.035234e-10 2.038062e-10 4.268603e-11 8.300845e-12 1.495757e-12
 [4,] 6.618371e-09 1.624493e-09 3.703786e-10 7.840656e-11 1.537533e-11
 [5,] 4.294411e-08 1.146840e-08 2.845932e-09 6.557299e-10 1.399099e-10
 [6,] 2.468959e-07 7.172361e-08 1.936814e-08 4.856096e-09 1.127108e-09
 [7,] 1.258136e-06 3.974730e-07 1.167665e-07 3.184905e-08 8.039233e-09
 [8,] 5.685028e-06 1.952476e-06 6.237713e-07 1.850260e-07 5.077531e-08
 [9,] 2.279123e-05 8.505188e-06 2.953599e-06 9.523607e-07 2.840247e-07
[10,] 8.112132e-05 3.287321e-05 1.240172e-05 4.344525e-06 1.407440e-06
[11,] 2.565747e-04 1.128149e-04 4.620155e-05 1.757273e-05 6.180347e-06
[12,] 7.219043e-04 3.440703e-04 1.528225e-04 6.305764e-05 2.406002e-05
[13,] 1.809335e-03 9.336346e-04 4.492391e-04 2.008911e-04 8.308755e-05
[14,] 4.046221e-03 2.257212e-03 1.175016e-03 5.687662e-04 2.547290e-04
[15,] 8.089842e-03 4.870806e-03 2.738727e-03 1.432904e-03 6.940510e-04
[16,] 1.449562e-02 9.401783e-03 5.699468e-03 3.217698e-03 1.683082e-03
[17,] 2.334604e-02 1.627686e-02 1.061617e-02 6.454701e-03 3.639713e-03
[18,] 3.392150e-02 2.535979e-02 1.775429e-02 1.159996e-02 7.037372e-03
[19,] 4.468890e-02 3.571328e-02 2.676560e-02 1.874583e-02 1.220788e-02
[20,] 5.378254e-02 4.573306e-02 3.656552e-02 2.737322e-02 1.908687e-02
[21,] 5.985321e-02 5.373049e-02 4.559582e-02 3.634868e-02 2.705610e-02
[22,] 6.285561e-02 5.873711e-02 5.244259e-02 4.427048e-02 3.503825e-02
[23,] 6.428328e-02 6.109373e-02 5.652072e-02 5.004535e-02 4.186220e-02
[24,] 6.664542e-02 6.245852e-02 5.844777e-02 5.340545e-02 4.673494e-02
[25,] 7.243349e-02 6.519932e-02 5.989755e-02 5.510194e-02 4.958987e-02
[26,] 8.310697e-02 7.148318e-02 6.301935e-02 5.670642e-02 5.117789e-02
[27,] 9.852486e-02 8.247215e-02 6.969774e-02 6.013805e-02 5.291136e-02
[28,] 1.169196e-01 9.785258e-02 8.088726e-02 6.707048e-02 5.651960e-02
[29,] 1.353188e-01 1.157319e-01 9.611810e-02 7.829610e-02 6.352323e-02
[30,] 1.503704e-01 1.329698e-01 1.132840e-01 9.313433e-02 7.453312e-02
[31,] 1.594898e-01 1.460922e-01 1.289978e-01 1.091777e-01 8.857457e-02
[32,] 1.618914e-01 1.526612e-01 1.397409e-01 1.228295e-01 1.029297e-01
[33,] 1.587776e-01 1.523808e-01 1.434511e-01 1.307545e-01 1.139772e-01
[34,] 1.523421e-01 1.470396e-01 1.405234e-01 1.315462e-01 1.188793e-01
[35,] 1.442108e-01 1.391440e-01 1.333309e-01 1.263896e-01 1.170924e-01
[36,] 1.345226e-01 1.302275e-01 1.244974e-01 1.180694e-01 1.105056e-01
[37,] 1.223524e-01 1.201628e-01 1.152534e-01 1.090242e-01 1.019883e-01
[38,] 1.070332e-01 1.079205e-01 1.051342e-01 9.998014e-02 9.347483e-02
[39,] 8.924100e-02 9.299825e-02 9.307103e-02 9.013437e-02 8.507913e-02
[40,] 7.102715e-02 7.631295e-02 7.880512e-02 7.849057e-02 7.575821e-02
[41,] 5.485686e-02 5.994650e-02 6.348456e-02 6.510672e-02 6.473027e-02
[42,] 4.239029e-02 4.606061e-02 4.912770e-02 5.132624e-02 5.241212e-02
[43,] 3.379933e-02 3.580537e-02 3.750346e-02 3.901292e-02 4.027508e-02
[44,] 2.796906e-02 2.890918e-02 2.925587e-02 2.950015e-02 2.994744e-02
[45,] 2.334298e-02 2.410331e-02 2.378162e-02 2.298917e-02 2.232937e-02
[46,] 1.880983e-02 1.999650e-02 1.980836e-02 1.868147e-02 1.727942e-02
[47,] 1.410481e-02 1.579900e-02 1.620138e-02 1.541956e-02 1.393254e-02
[48,] 9.613787e-03 1.150405e-02 1.247549e-02 1.235148e-02 1.131496e-02
[49,] 5.878802e-03 7.570079e-03 8.787261e-03 9.228842e-03 8.830577e-03
[50,] 3.203129e-03 4.454606e-03 5.569562e-03 6.271656e-03 6.381987e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.380072e-15 1.785078e-16 2.114546e-17 2.283356e-18 2.238584e-19
 [2,] 1.969831e-14 2.770269e-15 3.565463e-16 4.180498e-17 4.447845e-18
 [3,] 2.488385e-13 3.804382e-14 5.319298e-15 6.771333e-16 7.817708e-17
 [4,] 2.782110e-12 4.623231e-13 7.021535e-14 9.703093e-15 1.215516e-15
 [5,] 2.753026e-11 4.971784e-12 8.200711e-13 1.230090e-13 1.671832e-14
 [6,] 2.411282e-10 4.731509e-11 8.474701e-12 1.379633e-12 2.034154e-13
 [7,] 1.869446e-09 3.984964e-10 7.749279e-11 1.368979e-11 2.189464e-12
 [8,] 1.283056e-08 2.970404e-09 6.270230e-10 1.201856e-10 2.084815e-11
 [9,] 7.796534e-08 1.959809e-08 4.489739e-09 9.335849e-10 1.756267e-10
[10,] 4.195257e-07 1.144662e-07 2.845238e-08 6.417044e-09 1.308982e-09
[11,] 1.999504e-06 5.919517e-07 1.596017e-07 3.903407e-08 8.632468e-09
[12,] 8.443845e-06 2.711166e-06 7.926261e-07 2.101613e-07 5.037937e-08
[13,] 3.160939e-05 1.100141e-05 3.486110e-06 1.001767e-06 2.602395e-07
[14,] 1.049613e-04 3.957215e-05 1.358437e-05 4.228992e-06 1.190205e-06
[15,] 3.094341e-04 1.262703e-04 4.692795e-05 1.581929e-05 4.821553e-06
[16,] 8.109027e-04 3.577979e-04 1.438475e-04 5.247415e-05 1.731211e-05
[17,] 1.892218e-03 9.016573e-04 3.917488e-04 1.545231e-04 5.514793e-05
[18,] 3.940881e-03 2.024964e-03 9.496166e-04 4.046112e-04 1.560804e-04
[19,] 7.348876e-03 4.064706e-03 2.054315e-03 9.442938e-04 3.933061e-04
[20,] 1.232291e-02 7.321680e-03 3.980777e-03 1.970942e-03 8.851579e-04
[21,] 1.868562e-02 1.189813e-02 6.944478e-03 3.696500e-03 1.787023e-03
[22,] 2.580516e-02 1.756328e-02 1.097849e-02 6.268992e-03 3.255849e-03
[23,] 3.274356e-02 2.374674e-02 1.585562e-02 9.689906e-03 5.394557e-03
[24,] 3.857746e-02 2.968875e-02 2.111089e-02 1.377364e-02 8.201216e-03
[25,] 4.273723e-02 3.467534e-02 2.615279e-02 1.816639e-02 1.154374e-02
[26,] 4.523221e-02 3.826025e-02 3.040710e-02 2.240188e-02 1.515633e-02
[27,] 4.672887e-02 4.043824e-02 3.346900e-02 2.597916e-02 1.864828e-02
[28,] 4.848791e-02 4.177437e-02 3.528808e-02 2.849867e-02 2.155489e-02
[29,] 5.210464e-02 4.342409e-02 3.636340e-02 2.988859e-02 2.349271e-02
[30,] 5.895639e-02 4.687942e-02 3.778983e-02 3.063317e-02 2.441685e-02
[31,] 6.940522e-02 5.333070e-02 4.093988e-02 3.177751e-02 2.482760e-02
[32,] 8.213488e-02 6.282230e-02 4.674645e-02 3.452003e-02 2.569088e-02
[33,] 9.423233e-02 7.373708e-02 5.491663e-02 3.948224e-02 2.796960e-02
[34,] 1.023444e-01 8.319319e-02 6.367104e-02 4.608995e-02 3.197064e-02
[35,] 1.044139e-01 8.840886e-02 7.042707e-02 5.259942e-02 3.695830e-02
[36,] 1.007924e-01 8.824729e-02 7.318001e-02 5.694622e-02 4.141522e-02
[37,] 9.379538e-02 8.377988e-02 7.165620e-02 5.794439e-02 4.389757e-02
[38,] 8.598910e-02 7.735959e-02 6.731975e-02 5.595640e-02 4.391802e-02
[39,] 7.857616e-02 7.092364e-02 6.218574e-02 5.247277e-02 4.216740e-02
[40,] 7.109451e-02 6.488321e-02 5.739775e-02 4.892159e-02 3.987100e-02
[41,] 6.244174e-02 5.837475e-02 5.269551e-02 4.568302e-02 3.780094e-02
[42,] 5.218062e-02 5.044472e-02 4.706642e-02 4.207035e-02 3.575965e-02
[43,] 4.107479e-02 4.107308e-02 3.987437e-02 3.716860e-02 3.291383e-02
[44,] 3.062673e-02 3.129488e-02 3.150389e-02 3.073758e-02 2.861578e-02
[45,] 2.216744e-02 2.253250e-02 2.313548e-02 2.347152e-02 2.299632e-02
[46,] 1.620434e-02 1.578605e-02 1.600818e-02 1.655044e-02 1.691314e-02
[47,] 1.236648e-02 1.123863e-02 1.079206e-02 1.095773e-02 1.141666e-02
[48,] 9.821836e-03 8.396584e-03 7.430064e-03 7.068347e-03 7.207222e-03
[49,] 7.800842e-03 6.523930e-03 5.393965e-03 4.672574e-03 4.425969e-03
[50,] 5.907617e-03 5.041412e-03 4.073763e-03 3.271810e-03 2.790322e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.986039e-20 1.590403e-21 1.147358e-22 7.446509e-24 4.343403e-25
 [2,] 4.280555e-19 3.717182e-20 2.907338e-21 2.045329e-22 1.293005e-23
 [3,] 8.160878e-18 7.684642e-19 6.515977e-20 4.968783e-21 3.404387e-22
 [4,] 1.376245e-16 1.405187e-17 1.291661e-18 1.067605e-19 7.927631e-21
 [5,] 2.052938e-15 2.272709e-16 2.264651e-17 2.028821e-18 1.632722e-19
 [6,] 2.708848e-14 3.251322e-15 3.511916e-16 3.410007e-17 2.974071e-18
 [7,] 3.161725e-13 4.114180e-14 4.817006e-15 5.069265e-16 4.791373e-17
 [8,] 3.264408e-12 4.604920e-13 5.843964e-14 6.665286e-15 6.827209e-16
 [9,] 2.981531e-11 4.559189e-12 6.271107e-13 7.751473e-14 8.604140e-15
[10,] 2.409078e-10 3.992986e-11 5.952539e-12 7.973593e-13 9.590995e-14
[11,] 1.722142e-09 3.093690e-10 4.998060e-11 7.255120e-12 9.456390e-13
[12,] 1.089286e-08 2.120630e-09 3.712579e-10 5.839624e-11 8.247412e-12
[13,] 6.097351e-08 1.286240e-08 2.439924e-09 4.158329e-10 6.363247e-11
[14,] 3.021145e-07 6.904577e-08 1.418988e-08 2.620063e-09 4.343754e-10
[15,] 1.325543e-06 3.281317e-07 7.304707e-08 1.461060e-08 2.624030e-09
[16,] 5.152884e-06 1.381228e-06 3.329905e-07 7.213541e-08 1.403239e-08
[17,] 1.776258e-05 5.153574e-06 1.345080e-06 3.155026e-07 6.646226e-08
[18,] 5.436412e-05 1.706345e-05 4.819318e-06 1.223541e-06 2.790265e-07
[19,] 1.480121e-04 5.022066e-05 1.533949e-05 4.213022e-06 1.039635e-06
[20,] 3.594878e-04 1.317245e-04 4.347417e-05 1.290748e-05 3.444360e-06
[21,] 7.820641e-04 3.090641e-04 1.100888e-04 3.529652e-05 1.017609e-05
[22,] 1.532608e-03 6.521307e-04 2.503204e-04 8.654867e-05 2.692419e-05
[23,] 2.725648e-03 1.246262e-03 5.145457e-04 1.915128e-04 6.417955e-05
[24,] 4.438153e-03 2.176001e-03 9.643220e-04 3.855853e-04 1.389236e-04
[25,] 6.677672e-03 3.503938e-03 1.663445e-03 7.130973e-04 2.756525e-04
[26,] 9.356157e-03 5.246459e-03 2.664189e-03 1.222524e-03 5.061480e-04
[27,] 1.226233e-02 7.340551e-03 3.984207e-03 1.955470e-03 8.663228e-04
[28,] 1.504722e-02 9.602934e-03 5.568823e-03 2.923425e-03 1.385985e-03
[29,] 1.728080e-02 1.171664e-02 7.251304e-03 4.071941e-03 2.067235e-03
[30,] 1.863236e-02 1.330736e-02 8.754838e-03 5.252344e-03 2.856085e-03
[31,] 1.912240e-02 1.413107e-02 9.784017e-03 6.240965e-03 3.628797e-03
[32,] 1.926155e-02 1.428222e-02 1.019381e-02 6.831314e-03 4.221670e-03
[33,] 1.988574e-02 1.424734e-02 1.013168e-02 6.964828e-03 4.509746e-03
[34,] 2.168810e-02 1.468884e-02 1.001867e-02 6.806790e-03 4.493216e-03
[35,] 2.471557e-02 1.604061e-02 1.032854e-02 6.684691e-03 4.322931e-03
[36,] 2.821331e-02 1.818194e-02 1.128582e-02 6.900808e-03 4.227020e-03
[37,] 3.101468e-02 2.045735e-02 1.269916e-02 7.538882e-03 4.375244e-03
[38,] 3.226625e-02 2.208270e-02 1.407761e-02 8.411100e-03 4.775362e-03
[39,] 3.195839e-02 2.266634e-02 1.497098e-02 9.199726e-03 5.282748e-03
[40,] 3.082493e-02 2.243816e-02 1.528207e-02 9.695902e-03 5.722215e-03
[41,] 2.967669e-02 2.198433e-02 1.529208e-02 9.945643e-03 6.028481e-03
[42,] 2.872287e-02 2.169796e-02 1.536418e-02 1.017294e-02 6.286337e-03
[43,] 2.744480e-02 2.141234e-02 1.557090e-02 1.053442e-02 6.627480e-03
[44,] 2.509229e-02 2.052732e-02 1.557072e-02 1.091594e-02 7.066122e-03
[45,] 2.134525e-02 1.850669e-02 1.484658e-02 1.095777e-02 7.420212e-03
[46,] 1.660089e-02 1.531994e-02 1.310477e-02 1.029960e-02 7.400248e-03
[47,] 1.172772e-02 1.149225e-02 1.050830e-02 8.846435e-03 6.803410e-03
[48,] 7.562408e-03 7.783549e-03 7.584162e-03 6.847197e-03 5.659067e-03
[49,] 4.540548e-03 4.788700e-03 4.918770e-03 4.746340e-03 4.217228e-03
[50,] 2.643743e-03 2.730397e-03 2.885756e-03 2.945849e-03 2.804492e-03

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(y,z)
> (r<-lm(z ~ y))

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
    67.9823       0.3232  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7tsm01194256625.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,z, xgridsize=par1, ygridsize=par2, correlation=cor(x,z), xbandwidth=dpik(x), ybandwidth=dpik(z))
> op
$xords
 [1]  90.65420  91.60913  92.56406  93.51899  94.47392  95.42885  96.38378
 [8]  97.33871  98.29364  99.24857 100.20351 101.15844 102.11337 103.06830
[15] 104.02323 104.97816 105.93309 106.88802 107.84295 108.79788 109.75281
[22] 110.70774 111.66267 112.61760 113.57253 114.52747 115.48240 116.43733
[29] 117.39226 118.34719 119.30212 120.25705 121.21198 122.16691 123.12184
[36] 124.07677 125.03170 125.98663 126.94156 127.89649 128.85143 129.80636
[43] 130.76129 131.71622 132.67115 133.62608 134.58101 135.53594 136.49087
[50] 137.44580

$yords
 [1]  81.31173  82.15207  82.99241  83.83274  84.67308  85.51342  86.35376
 [8]  87.19409  88.03443  88.87477  89.71511  90.55544  91.39578  92.23612
[15]  93.07646  93.91679  94.75713  95.59747  96.43781  97.27814  98.11848
[22]  98.95882  99.79916 100.63949 101.47983 102.32017 103.16051 104.00084
[29] 104.84118 105.68152 106.52186 107.36219 108.20253 109.04287 109.88321
[36] 110.72354 111.56388 112.40422 113.24456 114.08489 114.92523 115.76557
[43] 116.60591 117.44624 118.28658 119.12692 119.96726 120.80759 121.64793
[50] 122.48827

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.016167e-02 1.214828e-02 1.327245e-02 1.326750e-02 1.215827e-02
 [2,] 1.240289e-02 1.561099e-02 1.796486e-02 1.892374e-02 1.827835e-02
 [3,] 1.420518e-02 1.881227e-02 2.278974e-02 2.528422e-02 2.573303e-02
 [4,] 1.529553e-02 2.129815e-02 2.714247e-02 3.169659e-02 3.397359e-02
 [5,] 1.551560e-02 2.269901e-02 3.040875e-02 3.735046e-02 4.213282e-02
 [6,] 1.485860e-02 2.282242e-02 3.211466e-02 4.145627e-02 4.917803e-02
 [7,] 1.346139e-02 2.169403e-02 3.204185e-02 4.343610e-02 5.414107e-02
 [8,] 1.155923e-02 1.953605e-02 3.026843e-02 4.305873e-02 5.634863e-02
 [9,] 9.423419e-03 1.669791e-02 2.712799e-02 4.047531e-02 5.557248e-02
[10,] 7.303465e-03 1.356824e-02 2.311083e-02 3.615372e-02 5.205446e-02
[11,] 5.388190e-03 1.049684e-02 1.874653e-02 3.074651e-02 4.641219e-02
[12,] 3.789902e-03 7.743812e-03 1.450342e-02 2.494207e-02 3.947237e-02
[13,] 2.548231e-03 5.460342e-03 1.072495e-02 1.934090e-02 3.209117e-02
[14,] 1.646451e-03 3.695577e-03 7.606878e-03 1.437902e-02 2.500847e-02
[15,] 1.032831e-03 2.420184e-03 5.208028e-03 1.030157e-02 1.875889e-02
[16,] 6.410282e-04 1.556568e-03 3.482213e-03 7.177283e-03 1.364104e-02
[17,] 4.057389e-04 1.007648e-03 2.318989e-03 4.939357e-03 9.734538e-03
[18,] 2.721214e-04 6.789572e-04 1.582623e-03 3.437851e-03 6.949050e-03
[19,] 1.993910e-04 4.918571e-04 1.142199e-03 2.490612e-03 5.089021e-03
[20,] 1.601881e-04 3.883713e-04 8.896055e-04 1.923163e-03 3.918488e-03
[21,] 1.377286e-04 3.299308e-04 7.458427e-04 1.592610e-03 3.212935e-03
[22,] 1.224727e-04 2.930099e-04 6.587938e-04 1.395569e-03 2.790307e-03
[23,] 1.093854e-04 2.642652e-04 5.968246e-04 1.264461e-03 2.520529e-03
[24,] 9.613238e-05 2.367295e-04 5.420419e-04 1.158468e-03 2.319497e-03
[25,] 8.203727e-05 2.074345e-04 4.853467e-04 1.054672e-03 2.136766e-03
[26,] 6.744159e-05 1.760402e-04 4.235271e-04 9.420997e-04 1.944572e-03
[27,] 5.319965e-05 1.438589e-04 3.574951e-04 8.184115e-04 1.731233e-03
[28,] 4.023588e-05 1.129331e-04 2.907155e-04 6.875796e-04 1.497603e-03
[29,] 2.922178e-05 8.519185e-05 2.275079e-04 5.572177e-04 1.253742e-03
[30,] 2.043636e-05 6.188250e-05 1.715253e-04 4.355426e-04 1.014311e-03
[31,] 1.380099e-05 4.339829e-05 1.248588e-04 3.288437e-04 7.934553e-04
[32,] 9.012773e-06 2.943796e-05 8.792786e-05 2.402725e-04 6.010207e-04
[33,] 5.687355e-06 1.931242e-05 5.993184e-05 1.700377e-04 4.412722e-04
[34,] 3.456951e-06 1.222340e-05 3.946807e-05 1.164183e-04 3.138371e-04
[35,] 2.013986e-06 7.430564e-06 2.501339e-05 7.685358e-05 2.156090e-04
[36,] 1.118141e-06 4.313955e-06 1.517339e-05 4.866924e-05 1.424100e-04
[37,] 5.882395e-07 2.378075e-06 8.758142e-06 2.939179e-05 8.990660e-05
[38,] 2.917922e-07 1.238167e-06 4.783490e-06 1.682904e-05 5.392864e-05
[39,] 1.359278e-07 6.062239e-07 2.460495e-06 9.089555e-06 3.056797e-05
[40,] 5.928149e-08 2.781661e-07 1.187432e-06 4.611917e-06 1.629953e-05
[41,] 2.415012e-08 1.193124e-07 5.361264e-07 2.191284e-06 8.147371e-06
[42,] 9.174882e-09 4.775031e-08 2.259924e-07 9.726969e-07 3.807617e-06
[43,] 3.246859e-09 1.780773e-08 8.880645e-08 4.027059e-07 1.660568e-06
[44,] 1.069451e-09 6.182820e-09 3.249880e-08 1.553157e-07 6.749040e-07
[45,] 3.276831e-10 1.997267e-09 1.106749e-08 5.575727e-08 2.553882e-07
[46,] 9.336381e-11 6.000249e-10 3.505697e-09 1.862086e-08 8.991875e-08
[47,] 2.472989e-11 1.675934e-10 1.032512e-09 5.782830e-09 2.944394e-08
[48,] 6.088483e-12 4.351233e-11 2.826904e-10 1.669584e-09 8.964076e-09
[49,] 1.393115e-12 1.049966e-11 7.193717e-11 4.480477e-10 2.536811e-09
[50,] 2.962249e-13 2.354537e-12 1.701281e-11 1.117469e-10 6.672413e-10
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.025247e-02 8.023524e-03 5.953105e-03 4.410324e-03 3.604613e-03
 [2,] 1.623754e-02 1.334776e-02 1.029748e-02 7.712906e-03 6.030882e-03
 [3,] 2.408746e-02 2.083490e-02 1.681773e-02 1.295622e-02 1.001227e-02
 [4,] 3.350198e-02 3.051344e-02 2.585729e-02 2.070384e-02 1.619884e-02
 [5,] 4.374886e-02 4.195938e-02 3.738869e-02 3.130068e-02 2.519270e-02
 [6,] 5.373223e-02 5.424667e-02 5.085560e-02 4.465460e-02 3.733148e-02
 [7,] 6.219477e-02 6.605118e-02 6.513924e-02 6.007558e-02 5.245347e-02
 [8,] 6.799866e-02 7.590283e-02 7.870044e-02 7.626224e-02 6.973860e-02
 [9,] 7.039073e-02 8.251361e-02 8.987977e-02 9.148283e-02 8.771838e-02
[10,] 6.916156e-02 8.507014e-02 9.726537e-02 1.039186e-01 1.044949e-01
[11,] 6.465462e-02 8.339431e-02 1.000038e-01 1.120624e-01 1.181211e-01
[12,] 5.764162e-02 7.793248e-02 9.795438e-02 1.150372e-01 1.270199e-01
[13,] 4.912299e-02 6.960177e-02 9.165670e-02 1.127379e-01 1.303006e-01
[14,] 4.012126e-02 5.956337e-02 8.215263e-02 1.057780e-01 1.278839e-01
[15,] 3.151645e-02 4.899573e-02 7.074194e-02 9.529638e-02 1.204333e-01
[16,] 2.394523e-02 3.891538e-02 5.874399e-02 8.270671e-02 1.091580e-01
[17,] 1.776389e-02 3.006372e-02 4.730767e-02 6.945644e-02 9.556747e-02
[18,] 1.306471e-02 2.285934e-02 3.728267e-02 5.682609e-02 8.123303e-02
[19,] 9.731314e-03 1.740878e-02 2.915405e-02 4.577829e-02 6.757160e-02
[20,] 7.516464e-03 1.356606e-02 2.304172e-02 3.686590e-02 5.566260e-02
[21,] 6.123308e-03 1.102508e-02 1.876306e-02 3.021543e-02 4.612127e-02
[22,] 5.271829e-03 9.421118e-03 1.594372e-02 2.559500e-02 3.906524e-02
[23,] 4.738098e-03 8.414821e-03 1.414438e-02 2.255003e-02 3.419447e-02
[24,] 4.364753e-03 7.740158e-03 1.296501e-02 2.056110e-02 3.096077e-02
[25,] 4.051512e-03 7.214409e-03 1.210080e-02 1.917001e-02 2.876218e-02
[26,] 3.738998e-03 6.723542e-03 1.134898e-02 1.804109e-02 2.709018e-02
[27,] 3.395990e-03 6.201773e-03 1.058706e-02 1.696099e-02 2.559159e-02
[28,] 3.012762e-03 5.617697e-03 9.747946e-03 1.580769e-02 2.405671e-02
[29,] 2.597262e-03 4.968126e-03 8.805691e-03 1.452091e-02 2.237669e-02
[30,] 2.169912e-03 4.273484e-03 7.769884e-03 1.308778e-02 2.050875e-02
[31,] 1.755898e-03 3.569373e-03 6.679110e-03 1.153697e-02 1.846075e-02
[32,] 1.377288e-03 2.894588e-03 5.587762e-03 9.928568e-03 1.628341e-02
[33,] 1.048105e-03 2.280295e-03 4.549297e-03 8.335397e-03 1.405545e-02
[34,] 7.736021e-04 1.744767e-03 3.603494e-03 6.822785e-03 1.186085e-02
[35,] 5.525555e-04 1.294258e-03 2.772590e-03 5.436711e-03 9.769244e-03
[36,] 3.802850e-04 9.271583e-04 2.064924e-03 4.203812e-03 7.829528e-03
[37,] 2.507544e-04 6.379046e-04 1.480804e-03 3.138301e-03 6.076047e-03
[38,] 1.574477e-04 4.189242e-04 1.016157e-03 2.247929e-03 4.537388e-03
[39,] 9.360060e-05 2.610202e-04 6.630751e-04 1.534870e-03 3.238567e-03
[40,] 5.242660e-05 1.534905e-04 4.091149e-04 9.929705e-04 2.195152e-03
[41,] 2.755931e-05 8.482067e-05 2.375612e-04 6.055594e-04 1.405153e-03
[42,] 1.355666e-05 4.390475e-05 1.293512e-04 3.467184e-04 8.456404e-04
[43,] 6.226910e-06 2.123542e-05 6.586425e-05 1.858114e-04 4.768331e-04
[44,] 2.666632e-06 9.580662e-06 3.130107e-05 9.299863e-05 2.512892e-04
[45,] 1.063550e-06 4.027024e-06 1.386416e-05 4.340119e-05 1.235452e-04
[46,] 3.947602e-07 1.575641e-06 5.717824e-06 1.886536e-05 5.659418e-05
[47,] 1.362909e-07 5.735337e-07 2.194210e-06 7.631890e-06 2.413396e-05
[48,] 4.375288e-08 1.941401e-07 7.831337e-07 2.871926e-06 9.574869e-06
[49,] 1.305714e-08 6.109511e-08 2.598760e-07 1.004918e-06 3.532674e-06
[50,] 3.621772e-09 1.787111e-08 8.016342e-08 3.268869e-07 1.211763e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.596936e-03 4.328089e-03 5.634368e-03 7.252634e-03 0.0088409363
 [2,] 5.467453e-03 6.041376e-03 7.600778e-03 9.833486e-03 0.0122836966
 [3,] 8.470624e-03 8.524673e-03 1.010273e-02 1.288590e-02 0.0163222873
 [4,] 1.321617e-02 1.225579e-02 1.343790e-02 1.651937e-02 0.0209058623
 [5,] 2.040718e-02 1.789098e-02 1.810572e-02 2.101377e-02 0.0260795685
 [6,] 3.067678e-02 2.618051e-02 2.480279e-02 2.687971e-02 0.0320872087
 [7,] 4.434869e-02 3.778289e-02 3.432266e-02 3.484970e-02 0.0394419132
 [8,] 6.118926e-02 5.300312e-02 4.734559e-02 4.575896e-02 0.0489105170
 [9,] 8.025409e-02 7.153387e-02 6.415378e-02 6.030715e-02 0.0613701998
[10,] 9.992381e-02 9.231116e-02 8.436341e-02 7.874915e-02 0.0775376434
[11,] 1.181592e-01 1.135776e-01 1.067920e-01 1.006189e-01 0.0976332155
[12,] 1.329114e-01 1.331712e-01 1.295503e-01 1.246106e-01 0.1210975259
[13,] 1.425510e-01 1.489579e-01 1.503615e-01 1.486998e-01 0.1464888744
[14,] 1.461756e-01 1.592647e-01 1.670133e-01 1.704935e-01 0.1716362761
[15,] 1.437183e-01 1.631739e-01 1.777891e-01 1.876983e-01 0.1940212571
[16,] 1.358720e-01 1.606207e-01 1.817536e-01 1.985538e-01 0.2112664052
[17,] 1.239002e-01 1.523196e-01 1.788453e-01 2.021140e-01 0.2215758674
[18,] 1.094053e-01 1.395923e-01 1.698147e-01 1.983432e-01 0.2240192468
[19,] 9.409022e-02 1.241506e-01 1.560704e-01 1.880684e-01 0.2186353733
[20,] 7.951751e-02 1.078485e-01 1.394682e-01 1.728367e-01 0.2063923007
[21,] 6.688242e-02 9.240305e-02 1.220382e-01 1.546931e-01 0.1890402369
[22,] 5.684689e-02 7.911498e-02 1.056546e-01 1.358665e-01 0.1688580134
[23,] 4.949448e-02 6.866538e-02 9.170060e-02 1.183778e-01 0.1482818674
[24,] 4.443338e-02 6.107059e-02 8.083804e-02 1.036562e-01 0.1294525546
[25,] 4.100984e-02 5.582257e-02 7.297924e-02 9.229867e-02 0.1137970650
[26,] 3.854234e-02 5.215507e-02 6.747968e-02 8.407929e-02 0.1018012093
[27,] 3.648628e-02 4.931727e-02 6.346184e-02 7.820548e-02 0.0930745169
[28,] 3.449002e-02 4.674940e-02 6.012389e-02 7.369972e-02 0.0866771967
[29,] 3.236619e-02 4.412524e-02 5.691722e-02 6.973454e-02 0.0815531171
[30,] 3.003480e-02 4.130124e-02 5.356716e-02 6.580107e-02 0.0768784772
[31,] 2.748140e-02 3.824196e-02 4.999455e-02 6.170008e-02 0.0722100763
[32,] 2.473844e-02 3.496804e-02 4.621930e-02 5.743074e-02 0.0674395014
[33,] 2.187363e-02 3.153135e-02 4.229422e-02 5.306813e-02 0.0626451072
[34,] 1.897137e-02 2.799915e-02 3.827183e-02 4.867985e-02 0.0579410638
[35,] 1.611114e-02 2.443699e-02 3.418802e-02 4.428611e-02 0.0533774276
[36,] 1.335567e-02 2.089754e-02 3.005632e-02 3.985131e-02 0.0489000050
[37,] 1.075550e-02 1.742586e-02 2.587960e-02 3.530343e-02 0.0443627947
[38,] 8.361578e-03 1.407871e-02 2.168090e-02 3.058080e-02 0.0395861079
[39,] 6.231492e-03 1.094015e-02 1.753692e-02 2.569194e-02 0.0344454003
[40,] 4.421430e-03 8.116970e-03 1.358834e-02 2.075656e-02 0.0289558698
[41,] 2.968724e-03 5.712258e-03 1.001333e-02 1.599792e-02 0.0233079491
[42,] 1.876990e-03 3.792129e-03 6.974995e-03 1.168326e-02 0.0178278174
[43,] 1.113210e-03 2.364599e-03 4.570577e-03 8.040752e-03 0.0128775747
[44,] 6.175643e-04 1.380503e-03 2.807256e-03 5.193602e-03 0.0087430234
[45,] 3.198069e-04 7.528556e-04 1.611856e-03 3.138819e-03 0.0055599857
[46,] 1.543710e-04 3.828806e-04 8.635431e-04 1.771131e-03 0.0033036273
[47,] 6.938694e-05 1.813805e-04 4.311024e-04 9.316708e-04 0.0018308590
[48,] 2.902162e-05 7.997368e-05 2.003632e-04 4.563988e-04 0.0009452329
[49,] 1.128989e-05 3.280151e-05 8.664073e-05 2.080566e-04 0.0004542343
[50,] 4.083572e-06 1.251032e-05 3.484226e-05 8.821825e-05 0.0002030628
             [,16]        [,17]       [,18]       [,19]       [,20]       [,21]
 [1,] 0.0100386920 0.0105630208 0.010304094 0.009368198 0.008036845 0.006654406
 [2,] 0.0144139655 0.0157281291 0.015922855 0.014997773 0.013258084 0.011193876
 [3,] 0.0196838334 0.0222060122 0.023296174 0.022732384 0.020749148 0.017947668
 [4,] 0.0256986728 0.0298375511 0.032355549 0.032676326 0.030820650 0.027401635
 [5,] 0.0323009869 0.0383410737 0.042809988 0.044654360 0.043508992 0.039833661
 [6,] 0.0394445313 0.0474191343 0.054210762 0.058210764 0.058502347 0.055182745
 [7,] 0.0473218566 0.0569132268 0.066097517 0.072708870 0.075163443 0.072986049
 [8,] 0.0564445152 0.0669576840 0.078192220 0.087521693 0.092669951 0.092432106
 [9,] 0.0676154259 0.0780652342 0.090576665 0.102263851 0.110249616 0.112542961
[10,] 0.0817545616 0.0910793242 0.103774946 0.116984451 0.127442577 0.132447079
[11,] 0.0995901992 0.1069606836 0.118675077 0.132233920 0.144296115 0.151658584
[12,] 0.1212948737 0.1264358897 0.136268070 0.148942761 0.161400525 0.170256854
[13,] 0.1461968902 0.1496058734 0.157251840 0.168106950 0.179713852 0.188876190
[14,] 0.1726985645 0.1756582343 0.181618179 0.190350860 0.200192490 0.208469562
[15,] 0.1984661322 0.2028149265 0.208378077 0.215506805 0.223325569 0.229891578
[16,] 0.2208487808 0.2285678963 0.235553100 0.242373615 0.248730853 0.253426746
[17,] 0.2373929890 0.2501424941 0.260468187 0.268770736 0.274974023 0.278434076
[18,] 0.2462961037 0.2650422016 0.280264495 0.291898173 0.299704946 0.303256569
[19,] 0.2466962982 0.2715157787 0.292471600 0.308895243 0.320086747 0.325452446
[20,] 0.2387789006 0.2688474561 0.295477407 0.317423344 0.333381567 0.342279991
[21,] 0.2237305628 0.2574527587 0.288802223 0.316114199 0.337510714 0.351273893
[22,] 0.2035666660 0.2388076430 0.273164804 0.304802844 0.331445318 0.350736241
[23,] 0.1808276903 0.2152317032 0.250369728 0.284546273 0.315373121 0.340032062
[24,] 0.1581439639 0.1895240450 0.223037305 0.257462979 0.290662793 0.319675211
[25,] 0.1377310749 0.1644685050 0.194182364 0.226416725 0.259667459 0.291250136
[26,] 0.1209592927 0.1422962238 0.166676283 0.194556532 0.225386907 0.257209906
[27,] 0.1081629017 0.1242680697 0.142701207 0.164760401 0.190998229 0.220553708
[28,] 0.0987748624 0.1105408387 0.123368596 0.139105323 0.159307691 0.184379812
[29,] 0.0917229879 0.1003770972 0.108653554 0.118536611 0.132253241 0.151365227
[30,] 0.0859018554 0.0926009365 0.097674921 0.102869865 0.110627122 0.123305547
[31,] 0.0805199471 0.0860909960 0.089192744 0.091125564 0.094132493 0.100880685
[32,] 0.0752166776 0.0801099306 0.082101535 0.082044818 0.081748938 0.083744422
[33,] 0.0699748658 0.0743817665 0.075727780 0.074562531 0.072241987 0.070895021
[34,] 0.0649349976 0.0689618013 0.069863712 0.068063206 0.064599893 0.061157241
[35,] 0.0602178378 0.0640176112 0.064600020 0.062374112 0.058245348 0.053573942
[36,] 0.0558140296 0.0596331918 0.060084357 0.057572659 0.052997745 0.047578333
[37,] 0.0515551684 0.0556996743 0.056320847 0.053738893 0.048872455 0.042940263
[38,] 0.0471604815 0.0519105848 0.053075939 0.050766845 0.045845942 0.039576144
[39,] 0.0423423814 0.0478519009 0.049907888 0.048297760 0.043693932 0.037343347
[40,] 0.0369350403 0.0431539164 0.046300326 0.045786379 0.041958135 0.035914598
[41,] 0.0309908971 0.0376467860 0.041848085 0.042667589 0.040042740 0.034776314
[42,] 0.0247945007 0.0314504202 0.036419153 0.038555224 0.037395513 0.033341473
[43,] 0.0187807997 0.0249525174 0.030219349 0.033387992 0.033695843 0.031123648
[44,] 0.0133950242 0.0186820004 0.023727438 0.027456084 0.028966789 0.027894390
[45,] 0.0089598577 0.0131376089 0.017531118 0.021296376 0.023560485 0.023752781
[46,] 0.0056045270 0.0086484262 0.012140615 0.015506861 0.018025624 0.019076167
[47,] 0.0032717480 0.0053169738 0.007858566 0.010564794 0.012920474 0.014377433
[48,] 0.0017799816 0.0030478395 0.004745592 0.006719514 0.008653084 0.010135361
[49,] 0.0009016271 0.0016271748 0.002670027 0.003983716 0.005404739 0.006668130
[50,] 0.0004249406 0.0008084621 0.001398408 0.002199186 0.003144542 0.004088258
            [,22]       [,23]       [,24]       [,25]       [,26]       [,27]
 [1,] 0.005496954 0.004684410 0.004171771 0.003811661 0.003446655 0.002982913
 [2,] 0.009287500 0.007840419 0.006897894 0.006294140 0.005778411 0.005149276
 [3,] 0.015057622 0.012659376 0.010996559 0.009956449 0.009205031 0.008389810
 [4,] 0.023383813 0.019706123 0.016944002 0.015162553 0.014007474 0.012959098
 [5,] 0.034735819 0.029534636 0.025260975 0.022323056 0.020476337 0.019075967
 [6,] 0.049325243 0.042557883 0.036431633 0.031864759 0.028909701 0.026917819
 [7,] 0.066977141 0.058897863 0.050780198 0.044163622 0.039600801 0.036634617
 [8,] 0.087085703 0.078268602 0.068332736 0.059439456 0.052796369 0.048365363
 [9,] 0.108699681 0.099953502 0.088716184 0.077635537 0.068616244 0.062228731
[10,] 0.130740456 0.122918277 0.111154157 0.098332122 0.086950551 0.078267792
[11,] 0.152299919 0.146053132 0.134596852 0.120751753 0.107380233 0.096358033
[12,] 0.172919434 0.168479163 0.157972082 0.143892378 0.129179704 0.116123882
[13,] 0.192737021 0.189809725 0.180483866 0.166772346 0.151440031 0.136927234
[14,] 0.212419257 0.210251585 0.201842666 0.188708815 0.173297212 0.157972052
[15,] 0.232864727 0.230474930 0.222314254 0.209510405 0.194184761 0.178511928
[16,] 0.254756074 0.251266420 0.242532763 0.229476234 0.213990285 0.198078401
[17,] 0.278113276 0.273075652 0.263122029 0.249165696 0.233015035 0.216609388
[18,] 0.302021990 0.295627532 0.284265458 0.269011519 0.251719326 0.234384104
[19,] 0.324656955 0.317763859 0.305406776 0.288939089 0.270349902 0.251763149
[20,] 0.343605848 0.337588956 0.325219081 0.308171388 0.288624685 0.268846074
[21,] 0.356378573 0.352864934 0.341860779 0.325319397 0.305639753 0.285223616
[22,] 0.360923683 0.361498950 0.353403601 0.338716633 0.320054980 0.299967239
[23,] 0.356001799 0.361947260 0.358247620 0.346833740 0.330464298 0.311871602
[24,] 0.341359726 0.353435580 0.355373846 0.348581701 0.335756257 0.319818717
[25,] 0.317740844 0.336008551 0.344402379 0.343400788 0.335289226 0.323061339
[26,] 0.286795783 0.310492388 0.325540967 0.331178387 0.328835983 0.321281773
[27,] 0.250917406 0.278438134 0.299542922 0.312140931 0.316407865 0.314436628
[28,] 0.212971027 0.242033903 0.267723628 0.286849928 0.298139257 0.302542761
[29,] 0.175893002 0.203912669 0.231973149 0.256313615 0.274348345 0.285591690
[30,] 0.142205311 0.166803924 0.194644850 0.222096303 0.245737474 0.263675406
[31,] 0.113585603 0.133077780 0.158251630 0.186270016 0.213570706 0.237243479
[32,] 0.090658101 0.104332013 0.125028391 0.151138989 0.179659922 0.207308125
[33,] 0.073092569 0.081190761 0.096526290 0.118814194 0.146105917 0.175440693
[34,] 0.059957301 0.063393953 0.073409389 0.090815610 0.114891273 0.143531832
[35,] 0.050159731 0.050117636 0.055524664 0.067868013 0.087503986 0.113422517
[36,] 0.042791093 0.040366032 0.042181191 0.049948254 0.064739745 0.086567397
[37,] 0.037269078 0.033272497 0.032490860 0.036518031 0.046724303 0.063848571
[38,] 0.033284266 0.028223532 0.025629639 0.026810359 0.033092551 0.045565131
[39,] 0.030636941 0.024818907 0.020951622 0.020053186 0.023215638 0.031547381
[40,] 0.029071871 0.022746213 0.017971724 0.015578787 0.016387194 0.021318896
[41,] 0.028190916 0.021660129 0.016282722 0.012833537 0.011931588 0.014247083
[42,] 0.027474575 0.021129098 0.015477548 0.011337909 0.009243316 0.009655282
[43,] 0.026394471 0.020668483 0.015122476 0.010647233 0.007788499 0.006894653
[44,] 0.024561951 0.019838059 0.014791162 0.010343634 0.007098917 0.005385503
[45,] 0.021843476 0.018354159 0.014137999 0.010063581 0.006776456 0.004639652
[46,] 0.018389020 0.016161364 0.012971108 0.009544156 0.006510600 0.004272765
[47,] 0.014561212 0.013428617 0.011286273 0.008660834 0.006099481 0.004010916
[48,] 0.010799761 0.010471415 0.009242740 0.007433376 0.005459770 0.003690580
[49,] 0.007481990 0.007636142 0.007090425 0.005992386 0.004614416 0.003248440
[50,] 0.004833128 0.005195905 0.005080296 0.004518613 0.003657815 0.002698798
            [,28]       [,29]        [,30]        [,31]        [,32]
 [1,] 0.002415600 0.001806775 0.0012395413 0.0007771724 0.0004444628
 [2,] 0.004333648 0.003387083 0.0024357153 0.0016036602 0.0009641440
 [3,] 0.007304530 0.005947961 0.0044747264 0.0030895908 0.0019508401
 [4,] 0.011605974 0.009808377 0.0076998972 0.0055655230 0.0036861113
 [5,] 0.017455501 0.015236586 0.0124402112 0.0093915819 0.0065136559
 [6,] 0.024977841 0.022386581 0.0189299152 0.0148818268 0.0107852285
 [7,] 0.034208237 0.031265612 0.0272382056 0.0222140563 0.0167754525
 [8,] 0.045132526 0.041756058 0.0372465111 0.0313624644 0.0245910278
 [9,] 0.057739026 0.053688209 0.0486962759 0.0420932536 0.0341158425
[10,] 0.072041474 0.066927513 0.0612952269 0.0540410329 0.0450300324
[11,] 0.088041944 0.081422274 0.0748323831 0.0668423742 0.0569116724
[12,] 0.105638683 0.097172570 0.0892369209 0.0802646925 0.0693853793
[13,] 0.124527921 0.114126408 0.1045394677 0.0942604110 0.0822484013
[14,] 0.144171462 0.132060552 0.1207488202 0.1089098541 0.0955062859
[15,] 0.163881023 0.150527564 0.1377126255 0.1242774685 0.1092927520
[16,] 0.183007954 0.168925264 0.1550516002 0.1402605634 0.1237115596
[17,] 0.201153999 0.186676047 0.1722240039 0.1565230433 0.1386861711
[18,] 0.218282546 0.203428595 0.1887032576 0.1725658784 0.1539062540
[19,] 0.234643321 0.219161266 0.2041765276 0.1879087081 0.1689118295
[20,] 0.250521361 0.234106489 0.2186449181 0.2022866125 0.1832800155
[21,] 0.265930414 0.248514606 0.2323501188 0.2157450733 0.1968154486
[22,] 0.280421437 0.262378805 0.2455511446 0.2285648876 0.2096330749
[23,] 0.293124515 0.275280394 0.2582698947 0.2410442114 0.2220730000
[24,] 0.303008857 0.286452149 0.2701533405 0.2532532478 0.2344795402
[25,] 0.309211410 0.295026118 0.2805353644 0.2648997277 0.2469578613
[26,] 0.311242528 0.300315684 0.2886584386 0.2753796389 0.2592394291
[27,] 0.308962392 0.301961868 0.2939146835 0.2839736458 0.2707244064
[28,] 0.302380220 0.299870331 0.2959596746 0.2900614964 0.2806621893
[29,] 0.291448988 0.294012406 0.2946474116 0.2932269042 0.2883525797
[30,] 0.276024046 0.284254826 0.2898617580 0.2932121938 0.2932537922
[31,] 0.256030345 0.270354255 0.2813855385 0.2897883183 0.2949614161
[32,] 0.231732608 0.252131082 0.2689106202 0.2826542849 0.2931121797
[33,] 0.203932744 0.229715666 0.2521891961 0.2714449332 0.2873038595
[34,] 0.173969189 0.203722520 0.2312400744 0.2558493871 0.2770968236
[35,] 0.143513988 0.175263924 0.2065067861 0.2357851300 0.2621101272
[36,] 0.114266125 0.145807728 0.1789069607 0.2115613795 0.2421864261
[37,] 0.087666355 0.116947715 0.1497658616 0.1839805281 0.2175804015
[38,] 0.064715998 0.090163946 0.1206568296 0.1543408300 0.1891100024
[39,] 0.045917760 0.066625745 0.0931802572 0.1243150612 0.1581964552
[40,] 0.031312983 0.047064057 0.0687210331 0.0957072705 0.1267324246
[41,] 0.020577551 0.031725882 0.0482382667 0.0701380680 0.0967762911
[42,] 0.013144343 0.020413312 0.0321448723 0.0487529677 0.0701545085
[43,] 0.008328094 0.012593994 0.0203124538 0.0320527174 0.0481106722
[44,] 0.005433795 0.007551249 0.0121929208 0.0198975472 0.0311266477
[45,] 0.003835778 0.004532650 0.0070067328 0.0116647306 0.0189629708
[46,] 0.003023186 0.002862804 0.0039318485 0.0064830889 0.0108712477
[47,] 0.002616182 0.002005262 0.0022425406 0.0034564516 0.0058741957
[48,] 0.002361676 0.001578096 0.0013788733 0.0018165277 0.0030107331
[49,] 0.002116689 0.001338710 0.0009564051 0.0009895102 0.0014880042
[50,] 0.001824516 0.001154171 0.0007396029 0.0005945869 0.0007347083
             [,33]        [,34]        [,35]        [,36]        [,37]
 [1,] 0.0002316069 0.0001098984 4.746583e-05 1.865523e-05 6.670564e-06
 [2,] 0.0005285500 0.0002639837 1.200560e-04 4.969916e-05 1.872229e-05
 [3,] 0.0011242829 0.0005907016 2.827430e-04 1.232367e-04 4.889510e-05
 [4,] 0.0022310943 0.0012322212 6.203987e-04 2.845725e-04 1.188671e-04
 [5,] 0.0041355213 0.0023986093 1.269304e-03 6.123370e-04 2.691420e-04
 [6,] 0.0071711319 0.0043624460 2.423967e-03 1.228863e-03 5.679765e-04
 [7,] 0.0116565818 0.0074253614 4.326547e-03 2.302585e-03 1.118169e-03
 [8,] 0.0178086224 0.0118538933 7.230714e-03 4.034248e-03 2.056070e-03
 [9,] 0.0256600539 0.0177986636 1.134118e-02 6.621892e-03 3.536847e-03
[10,] 0.0350242487 0.0252284978 1.674554e-02 1.020889e-02 5.703790e-03
[11,] 0.0455377470 0.0339171290 2.336852e-02 1.483224e-02 8.647771e-03
[12,] 0.0567783870 0.0435044291 3.097913e-02 2.039698e-02 1.237262e-02
[13,] 0.0684137601 0.0536190741 3.926250e-02 2.669891e-02 1.678683e-02
[14,] 0.0803092996 0.0640125021 4.793521e-02 3.349815e-02 2.173550e-02
[15,] 0.0925373097 0.0746388971 5.685472e-02 4.061845e-02 2.706846e-02
[16,] 0.1052762565 0.0856363762 6.606771e-02 4.802768e-02 3.271926e-02
[17,] 0.1186492267 0.0972133093 7.576782e-02 5.585677e-02 3.875752e-02
[18,] 0.1325881729 0.1094953487 8.617841e-02 6.434111e-02 4.538393e-02
[19,] 0.1468027964 0.1224141645 9.741690e-02 7.370695e-02 5.286162e-02
[20,] 0.1608812438 0.1357029487 1.094122e-01 8.405670e-02 6.140960e-02
[21,] 0.1744778499 0.1490111397 1.219254e-01 9.531358e-02 7.110746e-02
[22,] 0.1874893786 0.1620866047 1.346734e-01 1.072628e-01 8.186264e-02
[23,] 0.2001162647 0.1749292242 1.474992e-01 1.196793e-01 9.346742e-02
[24,] 0.2127592526 0.1878230145 1.604975e-01 1.324835e-01 1.057292e-01
[25,] 0.2257904732 0.2012101168 1.740149e-01 1.458382e-01 1.186127e-01
[26,] 0.2393123227 0.2154548998 1.885024e-01 1.601199e-01 1.323132e-01
[27,] 0.2530288620 0.2306122108 2.042795e-01 1.757569e-01 1.472066e-01
[28,] 0.2662894144 0.2463150839 2.213219e-01 1.930027e-01 1.636829e-01
[29,] 0.2782624387 0.2618279149 2.391732e-01 2.117504e-01 1.819363e-01
[30,] 0.2881287235 0.2762158210 2.570085e-01 2.314690e-01 2.018071e-01
[31,] 0.2951916498 0.2885248697 2.737915e-01 2.512666e-01 2.227309e-01
[32,] 0.2988748183 0.2978866127 2.884311e-01 2.700212e-01 2.437841e-01
[33,] 0.2986529863 0.3035284222 2.998733e-01 2.865040e-01 2.637745e-01
[34,] 0.2939922415 0.3047331472 3.071274e-01 2.994628e-01 2.813309e-01
[35,] 0.2843571403 0.3008113155 3.092668e-01 3.076778e-01 2.949937e-01
[36,] 0.2693077942 0.2911349559 3.054525e-01 3.100246e-01 3.033254e-01
[37,] 0.2486781647 0.2752571678 2.950110e-01 3.055642e-01 3.050534e-01
[38,] 0.2227938516 0.2531121812 2.775844e-01 2.936702e-01 2.992318e-01
[39,] 0.1926473990 0.2252448923 2.533386e-01 2.741947e-01 2.854009e-01
[40,] 0.1599264887 0.1929675306 2.231701e-01 2.476554e-01 2.637400e-01
[41,] 0.1268220682 0.1583251513 1.887979e-01 2.153776e-01 2.351927e-01
[42,] 0.0956360307 0.1238104644 1.526301e-01 1.794876e-01 2.015124e-01
[43,] 0.0683134775 0.0918869078 1.173802e-01 1.426706e-01 1.651432e-01
[44,] 0.0460728563 0.0644861780 8.553338e-02 1.077107e-01 1.288886e-01
[45,] 0.0292633540 0.0426685325 5.885895e-02 7.694898e-02 9.541978e-02
[46,] 0.0174715048 0.0265555191 3.814551e-02 5.185866e-02 6.677715e-02
[47,] 0.0097953513 0.0155180652 2.323223e-02 3.288679e-02 4.404762e-02
[48,] 0.0051587435 0.0085045937 1.327502e-02 1.958555e-02 2.732105e-02
[49,] 0.0025600586 0.0043699048 7.108279e-03 1.093683e-02 1.590517e-02
[50,] 0.0012081312 0.0021078931 3.564615e-03 5.719901e-03 8.677821e-03
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 2.169699e-06 6.418864e-07 1.727015e-07 4.225498e-08 9.401022e-09
 [2,] 6.416927e-06 2.000714e-06 5.673847e-07 1.463391e-07 3.432388e-08
 [3,] 1.765449e-05 5.799917e-06 1.733384e-06 4.712126e-07 1.165040e-07
 [4,] 4.519935e-05 1.564197e-05 4.925487e-06 1.411014e-06 3.676870e-07
 [5,] 1.077336e-04 3.926026e-05 1.302182e-05 3.930178e-06 1.079189e-06
 [6,] 2.392013e-04 9.175187e-05 3.204311e-05 1.018596e-05 2.946572e-06
 [7,] 4.951078e-04 1.997788e-04 7.342833e-05 2.457462e-05 7.486715e-06
 [8,] 9.563003e-04 4.056178e-04 1.568041e-04 5.522240e-05 1.771034e-05
 [9,] 1.725932e-03 7.687708e-04 3.123311e-04 1.156699e-04 3.903035e-05
[10,] 2.915796e-03 1.362173e-03 5.809997e-04 2.260766e-04 8.020482e-05
[11,] 4.621958e-03 2.260966e-03 1.011059e-03 4.129021e-04 1.538710e-04
[12,] 6.896322e-03 3.525081e-03 1.649823e-03 7.061158e-04 2.760818e-04
[13,] 9.727313e-03 5.181836e-03 2.532703e-03 1.133970e-03 4.644791e-04
[14,] 1.304431e-02 7.218681e-03 3.674697e-03 1.717301e-03 7.355545e-04
[15,] 1.675302e-02 9.595676e-03 5.071611e-03 2.467452e-03 1.102798e-03
[16,] 2.079397e-02 1.228018e-02 6.716759e-03 3.392811e-03 1.578823e-03
[17,] 2.520088e-02 1.529437e-02 8.632677e-03 4.517051e-03 2.184782e-03
[18,] 3.012900e-02 1.875541e-02 1.090830e-02 5.906975e-03 2.968452e-03
[19,] 3.583182e-02 2.288453e-02 1.372410e-02 7.700670e-03 4.027986e-03
[20,] 4.258621e-02 2.796976e-02 1.734597e-02 1.012051e-02 5.532306e-03
[21,] 5.059241e-02 3.428599e-02 2.207652e-02 1.345460e-02 7.724013e-03
[22,] 5.989400e-02 4.199910e-02 2.816993e-02 1.799832e-02 1.089060e-02
[23,] 7.036312e-02 5.109764e-02 3.573883e-02 2.396484e-02 1.529837e-02
[24,] 8.177136e-02 6.139385e-02 4.469662e-02 3.139573e-02 2.110153e-02
[25,] 9.392398e-02 7.260944e-02 5.477536e-02 4.011621e-02 2.826045e-02
[26,] 1.067938e-01 8.451755e-02 6.562882e-02 4.977228e-02 3.651353e-02
[27,] 1.205784e-01 9.707408e-02 7.698532e-02 5.995244e-02 4.543514e-02
[28,] 1.356386e-01 1.104667e-01 8.878018e-02 7.035104e-02 5.457373e-02
[29,] 1.523348e-01 1.250484e-01 1.012006e-01 8.090116e-02 6.362073e-02
[30,] 1.708379e-01 1.411831e-01 1.146188e-01 9.181523e-02 7.253845e-02
[31,] 1.909878e-01 1.590697e-01 1.294442e-01 1.035170e-01 8.159282e-02
[32,] 2.122376e-01 1.786034e-01 1.459514e-01 1.164948e-01 9.128043e-02
[33,] 2.336624e-01 1.992932e-01 1.641268e-01 1.311224e-01 1.021771e-01
[34,] 2.540025e-01 2.202220e-01 1.835440e-01 1.474776e-01 1.147434e-01
[35,] 2.717343e-01 2.400500e-01 2.032769e-01 1.651743e-01 1.291133e-01
[36,] 2.851936e-01 2.570918e-01 2.218838e-01 1.832430e-01 1.448942e-01
[37,] 2.927661e-01 2.695030e-01 2.375220e-01 2.001251e-01 1.610397e-01
[38,] 2.931191e-01 2.755661e-01 2.482201e-01 2.138516e-01 1.758836e-01
[39,] 2.854195e-01 2.740023e-01 2.522589e-01 2.224091e-01 1.873966e-01
[40,] 2.694955e-01 2.642155e-01 2.485359e-01 2.241932e-01 1.936315e-01
[41,] 2.459351e-01 2.464150e-01 2.367949e-01 2.183871e-01 1.932125e-01
[42,] 2.161155e-01 2.216220e-01 2.176686e-01 2.051319e-01 1.856810e-01
[43,] 1.821364e-01 1.915851e-01 1.925718e-01 1.854653e-01 1.715764e-01
[44,] 1.466021e-01 1.586066e-01 1.635036e-01 1.610972e-01 1.522610e-01
[45,] 1.122404e-01 1.252604e-01 1.327943e-01 1.341213e-01 1.295998e-01
[46,] 8.143226e-02 9.401102e-02 1.028032e-01 1.067234e-01 1.056193e-01
[47,] 5.580287e-02 6.681415e-02 7.558677e-02 8.090449e-02 8.222058e-02
[48,] 3.601888e-02 4.482442e-02 5.260335e-02 5.823260e-02 6.096300e-02
[49,] 2.184945e-02 2.831124e-02 3.454460e-02 3.966525e-02 4.291668e-02
[50,] 1.243396e-02 1.679779e-02 2.135051e-02 2.549169e-02 2.859412e-02
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 1.901797e-09 3.498044e-10 5.849821e-11 8.894113e-12 1.229404e-12
 [2,] 7.320748e-09 1.419753e-09 2.503500e-10 4.013680e-11 5.850386e-12
 [3,] 2.619560e-08 5.356080e-09 9.957970e-10 1.683363e-10 2.587318e-11
 [4,] 8.714451e-08 1.878347e-08 3.681729e-09 6.562058e-10 1.063451e-10
 [5,] 2.695655e-07 6.124347e-08 1.265438e-08 2.377779e-09 4.062770e-10
 [6,] 7.755309e-07 1.856865e-07 4.043948e-08 8.009926e-09 1.442817e-09
 [7,] 2.075739e-06 5.236540e-07 1.201808e-07 2.508913e-08 4.763732e-09
 [8,] 5.170796e-06 1.374029e-06 3.322390e-07 7.308789e-08 1.462573e-08
 [9,] 1.199465e-05 3.356084e-06 8.547125e-07 1.980849e-07 4.176819e-08
[10,] 2.592910e-05 7.635406e-06 2.047303e-06 4.997022e-07 1.109979e-07
[11,] 5.228999e-05 1.619552e-05 4.569717e-06 1.174190e-06 2.746675e-07
[12,] 9.852679e-05 3.207152e-05 9.516552e-06 2.572905e-06 6.335446e-07
[13,] 1.738626e-04 5.941945e-05 1.852707e-05 5.267061e-06 1.364542e-06
[14,] 2.883554e-04 1.033439e-04 3.382716e-05 1.010460e-05 2.752666e-06
[15,] 4.519991e-04 1.696447e-04 5.823302e-05 1.826313e-05 5.228552e-06
[16,] 6.753982e-04 2.651240e-04 9.535145e-05 3.137783e-05 9.437444e-06
[17,] 9.743113e-04 3.997189e-04 1.505703e-04 5.199143e-05 1.643313e-05
[18,] 1.380207e-03 5.921493e-04 2.338576e-04 8.484036e-05 2.822356e-05
[19,] 1.957140e-03 8.804292e-04 3.656040e-04 1.397770e-04 4.909014e-05
[20,] 2.821353e-03 1.336800e-03 5.862678e-04 2.371972e-04 8.828471e-05
[21,] 4.154782e-03 2.083121e-03 9.688644e-04 4.162915e-04 1.646749e-04
[22,] 6.199501e-03 3.298204e-03 1.630167e-03 7.448219e-04 3.133294e-04
[23,] 9.221024e-03 5.205451e-03 2.732706e-03 1.326394e-03 5.925968e-04
[24,] 1.343817e-02 8.031338e-03 4.467686e-03 2.298278e-03 1.088020e-03
[25,] 1.893571e-02 1.193603e-02 7.012391e-03 3.812083e-03 1.907436e-03
[26,] 2.559530e-02 1.693515e-02 1.046655e-02 5.993776e-03 3.161819e-03
[27,] 3.308724e-02 2.284810e-02 1.478808e-02 8.889903e-03 4.930893e-03
[28,] 4.094737e-02 2.930961e-02 1.976052e-02 1.241975e-02 7.221404e-03
[29,] 4.872508e-02 3.586032e-02 2.502129e-02 1.636062e-02 9.935446e-03
[30,] 5.614847e-02 4.209448e-02 3.015736e-02 2.038675e-02 1.286962e-02
[31,] 6.323960e-02 4.781093e-02 3.484192e-02 2.416090e-02 1.575761e-02
[32,] 7.033410e-02 5.310793e-02 3.896203e-02 2.745117e-02 1.835015e-02
[33,] 7.799971e-02 5.838605e-02 4.268844e-02 3.023023e-02 2.050709e-02
[34,] 8.687671e-02 6.425708e-02 4.646119e-02 3.271965e-02 2.226786e-02
[35,] 9.746818e-02 7.137791e-02 5.089157e-02 3.536126e-02 2.387365e-02
[36,] 1.099070e-01 8.023273e-02 5.659560e-02 3.871773e-02 2.573015e-02
[37,] 1.237454e-01 9.089588e-02 6.398096e-02 4.331460e-02 2.831334e-02
[38,] 1.378485e-01 1.028355e-01 7.302560e-02 4.944604e-02 3.202919e-02
[39,] 1.504870e-01 1.148506e-01 8.311691e-02 5.698599e-02 3.704914e-02
[40,] 1.596669e-01 1.252257e-01 9.304211e-02 6.527503e-02 4.316397e-02
[41,] 1.636226e-01 1.321117e-01 1.011937e-01 7.316100e-02 4.971940e-02
[42,] 1.612949e-01 1.340233e-01 1.059666e-01 7.923191e-02 5.569344e-02
[43,] 1.526048e-01 1.302614e-01 1.062161e-01 8.219263e-02 5.992972e-02
[44,] 1.384294e-01 1.210910e-01 1.015942e-01 8.125075e-02 6.146401e-02
[45,] 1.203296e-01 1.076184e-01 9.262591e-02 7.635207e-02 5.982017e-02
[46,] 1.001695e-01 9.145442e-02 8.051323e-02 6.817049e-02 5.515049e-02
[47,] 7.976793e-02 7.431897e-02 6.677502e-02 5.787302e-02 4.816505e-02
[48,] 6.065324e-02 5.772559e-02 5.288055e-02 4.677806e-02 3.989385e-02
[49,] 4.392701e-02 4.280201e-02 3.999457e-02 3.604800e-02 3.139392e-02
[50,] 3.021285e-02 3.023413e-02 2.887028e-02 2.650725e-02 2.351585e-02
             [,48]        [,49]        [,50]
 [1,] 1.544931e-13 1.764976e-14 1.833064e-15
 [2,] 7.752842e-13 9.340338e-14 1.023014e-14
 [3,] 3.615531e-12 4.593379e-13 5.305426e-14
 [4,] 1.566986e-11 2.099263e-12 2.556879e-13
 [5,] 6.312023e-11 8.916416e-12 1.145172e-12
 [6,] 2.363320e-10 3.519948e-11 4.766845e-12
 [7,] 8.225830e-10 1.291664e-10 1.844290e-11
 [8,] 2.662042e-09 4.406511e-10 6.633181e-11
 [9,] 8.011913e-09 1.397873e-09 2.218166e-10
[10,] 2.243399e-08 4.124914e-09 6.898917e-10
[11,] 5.847684e-08 1.132859e-08 1.996675e-09
[12,] 1.420349e-07 2.898394e-08 5.382272e-09
[13,] 3.220142e-07 6.919535e-08 1.353519e-08
[14,] 6.834793e-07 1.546084e-07 3.185003e-08
[15,] 1.365444e-06 3.250808e-07 7.052085e-08
[16,] 2.591897e-06 6.494964e-07 1.484062e-07
[17,] 4.748865e-06 1.253457e-06 3.019407e-07
[18,] 8.596589e-06 2.394416e-06 6.092270e-07
[19,] 1.580758e-05 4.659784e-06 1.255841e-06
[20,] 3.015845e-05 9.437399e-06 2.701147e-06
[21,] 5.980670e-05 1.989821e-05 6.054481e-06
[22,] 1.209843e-04 4.277687e-05 1.382506e-05
[23,] 2.428872e-04 9.110551e-05 3.121807e-05
[24,] 4.723412e-04 1.875732e-04 6.801621e-05
[25,] 8.751862e-04 3.672647e-04 1.407023e-04
[26,] 1.530141e-03 6.774205e-04 2.738287e-04
[27,] 2.511772e-03 1.171323e-03 4.989674e-04
[28,] 3.863344e-03 1.894555e-03 8.494513e-04
[29,] 5.567255e-03 2.865325e-03 1.350248e-03
[30,] 7.526978e-03 4.055474e-03 2.004894e-03
[31,] 9.574970e-03 5.382323e-03 2.784559e-03
[32,] 1.151272e-02 6.720377e-03 3.626011e-03
[33,] 1.317470e-02 7.934815e-03 4.443439e-03
[34,] 1.449523e-02 8.928485e-03 5.153745e-03
[35,] 1.555367e-02 9.686536e-03 5.708334e-03
[36,] 1.658032e-02 1.030216e-02 6.120433e-03
[37,] 1.791665e-02 1.097261e-02 6.477635e-03
[38,] 1.993234e-02 1.196201e-02 6.933401e-03
[39,] 2.290887e-02 1.353353e-02 7.675852e-03
[40,] 2.691074e-02 1.585930e-02 8.876048e-03
[41,] 3.168355e-02 1.892758e-02 1.062328e-02
[42,] 3.663072e-02 2.247969e-02 1.286351e-02
[43,] 4.090917e-02 2.601531e-02 1.536603e-02
[44,] 4.363943e-02 2.888890e-02 1.774423e-02
[45,] 4.416490e-02 3.048158e-02 1.953987e-02
[46,] 4.225740e-02 3.038966e-02 2.035165e-02
[47,] 3.818086e-02 2.855243e-02 1.996058e-02
[48,] 3.259028e-02 2.526377e-02 1.839929e-02
[49,] 2.631928e-02 2.106682e-02 1.593537e-02
[50,] 2.015179e-02 1.658322e-02 1.297902e-02

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,z)
> (r<-lm(z ~ x))

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
    42.4435       0.5308  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1863v1194256624.ps tmp/1863v1194256624.png")
> system("convert tmp/2ezci1194256624.ps tmp/2ezci1194256624.png")
> system("convert tmp/3f3cu1194256624.ps tmp/3f3cu1194256624.png")
> system("convert tmp/454yp1194256624.ps tmp/454yp1194256624.png")
> system("convert tmp/599kr1194256624.ps tmp/599kr1194256624.png")
> system("convert tmp/6vgvb1194256624.ps tmp/6vgvb1194256624.png")
> system("convert tmp/7tsm01194256625.ps tmp/7tsm01194256625.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.339   1.360   2.684