R version 2.8.0 (2008-10-20)
Copyright (C) 2008 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(92.1,88.5,84.6,87,83.6,84.8,84.1,84.1,80.5,82.6,85.6,83.3,86.1,84.7,85.7,84.9,84.2,85.2,86.1,86,84.5,87.2,83.5,81.9,78.5,81.1,79.2,80.9,81.8,79.4,83.4,81.1,79.8,79.7,84,83.7,83.5,83.6,86,86.8,86.9,89,87.8,86.8,88.8,85.9,86.7,87.9,88.5,88.7,88.1,85.7,86.1,85.7,84.3,86.4,85.4,86.9,85.6,86.4)
> y <- c(110.4,112.9,109.4,111.9,108.9,113.8,114.5,113.2,111,114.6,113.1,113.2,115.1,117.6,117.8,115.7,115.7,118.3,117.9,117.3,119.4,117.1,119,120,118.9,116,115.6,119.7,119.7,120.8,120,120.2,121.7,116.9,122.4,122.6,123.7,120.9,124.2,122.6,125.7,123.1,122.2,126.2,124.4,127.8,124.2,126.7,126.1,128.2,130.4,130.2,129.2,129.7,131,129.2,131.1,132.9,135.2,132.3)
> x <- c(101.5,101.3,99.3,100.6,101.2,99.8,100.6,101.1,101.2,101.5,102.2,102.5,101.4,103.8,105.2,105.3,104.4,104.9,106.9,107.6,106.7,106.1,106.3,105.8,104.4,103.8,102.4,103.3,103.5,104.5,103.5,103.9,103.1,102.2,104.7,105.9,106.6,106.6,107.5,107.2,109,108.4,107,108,110.8,110.9,109.7,111,111.5,111,111.8,111.4,110.8,111.9,112.9,111.8,111,112.3,112.4,111.1)
> par7 = 'textiel kleding leer'
> par6 = 'voeding en genotsmiddelen'
> par5 = 'totale verwerkende industrie'
> 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: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> 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/freestat/rcomp/tmp/1f30z1226424828.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/freestat/rcomp/tmp/2mbqv1226424828.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/freestat/rcomp/tmp/38dhb1226424828.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/freestat/rcomp/tmp/4ovvk1226424828.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/freestat/rcomp/tmp/5rqzm1226424828.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  
    -43.232        1.546  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6hnvk1226424828.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] 103.9539 104.6926 105.4312 106.1698 106.9084 107.6470 108.3856 109.1242
 [9] 109.8629 110.6015 111.3401 112.0787 112.8173 113.5559 114.2945 115.0332
[17] 115.7718 116.5104 117.2490 117.9876 118.7262 119.4648 120.2035 120.9421
[25] 121.6807 122.4193 123.1579 123.8965 124.6352 125.3738 126.1124 126.8510
[33] 127.5896 128.3282 129.0668 129.8055 130.5441 131.2827 132.0213 132.7599
[41] 133.4985 134.2371 134.9758 135.7144 136.4530 137.1916 137.9302 138.6688
[49] 139.4074 140.1461

$yords
 [1] 76.85007 77.19497 77.53986 77.88476 78.22965 78.57455 78.91944 79.26434
 [9] 79.60923 79.95413 80.29902 80.64392 80.98881 81.33371 81.67860 82.02350
[17] 82.36839 82.71329 83.05818 83.40308 83.74797 84.09287 84.43776 84.78266
[25] 85.12755 85.47245 85.81734 86.16224 86.50713 86.85203 87.19692 87.54182
[33] 87.88671 88.23161 88.57650 88.92140 89.26629 89.61119 89.95608 90.30098
[41] 90.64587 90.99077 91.33566 91.68056 92.02545 92.37035 92.71524 93.06014
[49] 93.40503 93.74993

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.244874e-04 6.595841e-04 1.271728e-03 2.294127e-03 3.825593e-03
 [2,] 5.145940e-04 1.013571e-03 1.912466e-03 3.413761e-03 5.687718e-03
 [3,] 8.112770e-04 1.541217e-03 2.822884e-03 4.941864e-03 8.163569e-03
 [4,] 1.271728e-03 2.329530e-03 4.119752e-03 7.014796e-03 1.139011e-02
 [5,] 1.975877e-03 3.503361e-03 5.975388e-03 9.837882e-03 1.557064e-02
 [6,] 3.026898e-03 5.228614e-03 8.627966e-03 1.370926e-02 2.101819e-02
 [7,] 4.546265e-03 7.705755e-03 1.237735e-02 1.902673e-02 2.818613e-02
 [8,] 6.662336e-03 1.115062e-02 1.755897e-02 2.626217e-02 3.765962e-02
 [9,] 9.492979e-03 1.576301e-02 2.449389e-02 3.589500e-02 5.008631e-02
[10,] 1.312423e-02 2.168764e-02 3.342229e-02 4.831092e-02 6.604436e-02
[11,] 1.758727e-02 2.897434e-02 4.443420e-02 6.368777e-02 8.587274e-02
[12,] 2.283550e-02 3.754374e-02 5.741356e-02 8.189935e-02 1.095115e-01
[13,] 2.872297e-02 4.716159e-02 7.200590e-02 1.024634e-01 1.364029e-01
[14,] 3.498680e-02 5.742257e-02 8.761061e-02 1.245425e-01 1.654833e-01
[15,] 4.123980e-02 6.774597e-02 1.033934e-01 1.469883e-01 1.952602e-01
[16,] 4.698347e-02 7.739139e-02 1.183170e-01 1.684093e-01 2.239393e-01
[17,] 5.165204e-02 8.550805e-02 1.311992e-01 1.872544e-01 2.495630e-01
[18,] 5.469132e-02 9.122929e-02 1.408137e-01 2.019208e-01 2.701444e-01
[19,] 5.566237e-02 9.381016e-02 1.460464e-01 2.109085e-01 2.838158e-01
[20,] 5.434469e-02 9.278320e-02 1.460930e-01 2.130319e-01 2.890230e-01
[21,] 5.080545e-02 8.808827e-02 1.406547e-01 2.076622e-01 2.847750e-01
[22,] 4.540699e-02 8.012787e-02 1.300660e-01 1.949339e-01 2.709031e-01
[23,] 3.874397e-02 6.971851e-02 1.152970e-01 1.758306e-01 2.482405e-01
[24,] 3.152620e-02 5.794312e-02 9.780731e-02 1.520907e-01 2.186222e-01
[25,] 2.444220e-02 4.594549e-02 7.928444e-02 1.259312e-01 1.846570e-01
[26,] 1.804309e-02 3.472709e-02 6.133961e-02 9.966000e-02 1.493067e-01
[27,] 1.267521e-02 2.500120e-02 4.524846e-02 7.528563e-02 1.153838e-01
[28,] 8.470363e-03 1.713460e-02 3.180066e-02 5.423202e-02 8.511138e-02
[29,] 5.383009e-03 1.117425e-02 2.127988e-02 3.722106e-02 5.986030e-02
[30,] 3.252614e-03 6.931842e-03 1.355162e-02 2.432319e-02 4.010687e-02
[31,] 1.868349e-03 4.089342e-03 8.209847e-03 1.512581e-02 2.558126e-02
[32,] 1.020124e-03 2.293747e-03 4.730063e-03 8.947390e-03 1.552394e-02
[33,] 5.293981e-04 1.223082e-03 2.591065e-03 5.032701e-03 8.958989e-03
[34,] 2.611067e-04 6.199061e-04 1.349207e-03 2.690958e-03 4.915069e-03
[35,] 1.223875e-04 2.986122e-04 6.677136e-04 1.367438e-03 2.562582e-03
[36,] 5.451517e-05 1.366957e-04 3.140105e-04 6.602535e-04 1.269371e-03
[37,] 2.307483e-05 5.946016e-05 1.403067e-04 3.028558e-04 5.972607e-04
[38,] 9.280611e-06 2.457418e-05 5.955716e-05 1.319501e-04 2.668812e-04
[39,] 3.546555e-06 9.648778e-06 2.401352e-05 5.459663e-05 1.132337e-04
[40,] 1.287658e-06 3.598844e-06 9.195805e-06 2.145075e-05 4.561095e-05
[41,] 4.441474e-07 1.274994e-06 3.344138e-06 8.001704e-06 1.743971e-05
[42,] 1.455295e-07 4.290051e-07 1.154749e-06 2.833552e-06 6.328946e-06
[43,] 4.529362e-08 1.370825e-07 3.785743e-07 9.524441e-07 2.179715e-06
[44,] 1.338886e-08 4.159288e-08 1.178218e-07 3.038498e-07 7.123648e-07
[45,] 3.758635e-09 1.198199e-08 3.480689e-08 9.199156e-08 2.209066e-07
[46,] 1.001964e-09 3.276911e-09 9.759434e-09 2.642817e-08 6.499736e-08
[47,] 2.536105e-10 8.507118e-10 2.596947e-09 7.204188e-09 1.814499e-08
[48,] 6.094371e-11 2.096220e-10 6.557536e-10 1.863269e-09 4.806209e-09
[49,] 1.390253e-11 4.902158e-11 1.571175e-10 4.572206e-10 1.208028e-09
[50,] 3.010347e-12 1.087910e-11 3.571782e-11 1.064476e-10 2.881810e-10
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.844472e-03 8.133979e-03 1.028900e-02 1.185306e-02 1.255774e-02
 [2,] 8.745555e-03 1.231148e-02 1.579893e-02 1.848160e-02 1.984274e-02
 [3,] 1.256116e-02 1.781655e-02 2.314033e-02 2.746120e-02 2.990065e-02
 [4,] 1.741075e-02 2.474949e-02 3.242073e-02 3.895777e-02 4.300984e-02
 [5,] 2.344863e-02 3.317911e-02 4.362373e-02 5.291911e-02 5.916617e-02
 [6,] 3.092789e-02 4.321861e-02 5.667767e-02 6.911214e-02 7.806939e-02
 [7,] 4.026694e-02 5.513175e-02 7.159009e-02 8.725942e-02 9.922851e-02
 [8,] 5.208079e-02 6.942454e-02 8.860596e-02 1.072470e-01 1.221821e-01
 [9,] 6.713702e-02 8.686208e-02 1.083140e-01 1.293261e-01 1.467698e-01
[10,] 8.621563e-02 1.083616e-01 1.316214e-01 1.542032e-01 1.733409e-01
[11,] 1.098900e-01 1.347558e-01 1.595525e-01 1.829336e-01 2.027803e-01
[12,] 1.382874e-01 1.664794e-01 1.929006e-01 2.166007e-01 2.362833e-01
[13,] 1.709076e-01 2.032796e-01 2.318333e-01 2.558596e-01 2.749091e-01
[14,] 2.065654e-01 2.440569e-01 2.755914e-01 3.004930e-01 3.190400e-01
[15,] 2.434742e-01 2.868963e-01 3.223966e-01 3.491419e-01 3.679305e-01
[16,] 2.794318e-01 3.292734e-01 3.696013e-01 3.993122e-01 4.195075e-01
[17,] 3.120411e-01 3.683560e-01 4.140229e-01 4.476522e-01 4.704954e-01
[18,] 3.389078e-01 4.013007e-01 4.523426e-01 4.904058e-01 5.168314e-01
[19,] 3.578074e-01 4.254892e-01 4.814614e-01 5.239035e-01 5.542499e-01
[20,] 3.668559e-01 4.387122e-01 4.987692e-01 5.449876e-01 5.788938e-01
[21,] 3.647291e-01 4.393563e-01 5.023524e-01 5.513344e-01 5.878406e-01
[22,] 3.509273e-01 4.266355e-01 4.911971e-01 5.416945e-01 5.794849e-01
[23,] 3.260187e-01 4.008423e-01 4.654041e-01 5.160771e-01 5.537607e-01
[24,] 2.917441e-01 3.635208e-01 4.263608e-01 4.758646e-01 5.121962e-01
[25,] 2.508870e-01 3.174378e-01 3.767612e-01 4.237934e-01 4.577861e-01
[26,] 2.068881e-01 2.662809e-01 3.203771e-01 3.637272e-01 3.946647e-01
[27,] 1.632868e-01 2.141134e-01 2.615665e-01 3.001960e-01 3.275943e-01
[28,] 1.231473e-01 1.647241e-01 2.046164e-01 2.377662e-01 2.613335e-01
[29,] 8.862897e-02 1.210572e-01 1.530951e-01 1.803851e-01 2.000078e-01
[30,] 6.080337e-02 8.487344e-02 1.093917e-01 1.308704e-01 1.466186e-01
[31,] 3.972791e-02 5.670633e-02 7.455201e-02 9.066844e-02 1.027988e-01
[32,] 2.470407e-02 3.607353e-02 4.840961e-02 5.991328e-02 6.884722e-02
[33,] 1.461151e-02 2.183407e-02 2.992470e-02 3.772311e-02 4.399530e-02
[34,] 8.216191e-03 1.256665e-02 1.759754e-02 2.261266e-02 2.680095e-02
[35,] 4.390640e-03 6.874490e-03 9.839049e-03 1.289634e-02 1.555255e-02
[36,] 2.229092e-03 3.572985e-03 5.228007e-03 6.993964e-03 8.592704e-03
[37,] 1.074869e-03 1.763832e-03 2.639035e-03 3.605399e-03 4.518547e-03
[38,] 4.921670e-04 8.268129e-04 1.265200e-03 1.766217e-03 2.261437e-03
[39,] 2.139518e-04 3.679536e-04 5.759597e-04 8.221451e-04 1.077477e-03
[40,] 8.828659e-05 1.554336e-04 2.489389e-04 3.636606e-04 4.890823e-04
[41,] 3.457726e-05 6.231806e-05 1.021533e-04 1.529045e-04 2.117802e-04
[42,] 1.285152e-05 2.371221e-05 3.980283e-05 6.114951e-05 8.767251e-05
[43,] 4.532652e-06 8.562904e-06 1.472972e-05 2.328575e-05 3.481424e-05
[44,] 1.516915e-06 2.934923e-06 5.179796e-06 8.458081e-06 1.332387e-05
[45,] 4.817046e-07 9.549717e-07 1.732376e-06 2.938364e-06 4.946085e-06
[46,] 1.451560e-07 2.951002e-07 5.517960e-07 9.801727e-07 1.794999e-06
[47,] 4.151351e-08 8.665991e-08 1.677433e-07 3.156891e-07 6.423060e-07
[48,] 1.127108e-08 2.420995e-08 4.882308e-08 9.888195e-08 2.283498e-07
[49,] 2.906542e-09 6.444908e-09 1.366864e-08 3.038252e-08 8.104109e-08
[50,] 7.124740e-10 1.639027e-09 3.704348e-09 9.239817e-09 2.872671e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.255358e-02 1.249989e-02 1.344088e-02 1.648995e-02 2.241342e-02
 [2,] 1.994859e-02 1.963433e-02 2.036902e-02 2.381846e-02 3.124419e-02
 [3,] 3.033714e-02 2.974505e-02 3.007843e-02 3.369758e-02 4.253563e-02
 [4,] 4.413797e-02 4.337371e-02 4.317230e-02 4.670540e-02 5.675307e-02
 [5,] 6.147592e-02 6.081305e-02 6.008923e-02 6.335073e-02 7.437053e-02
 [6,] 8.211208e-02 8.199205e-02 8.096637e-02 8.394133e-02 9.576908e-02
 [7,] 1.054911e-01 1.064545e-01 1.055570e-01 1.084606e-01 1.210987e-01
 [8,] 1.309288e-01 1.334776e-01 1.332623e-01 1.365152e-01 1.501572e-01
 [9,] 1.579044e-01 1.623286e-01 1.633090e-01 1.674101e-01 1.823611e-01
[10,] 1.863536e-01 1.925868e-01 1.950410e-01 2.003669e-01 2.168650e-01
[11,] 2.168299e-01 2.244060e-01 2.282314e-01 2.348337e-01 2.528318e-01
[12,] 2.504196e-01 2.585794e-01 2.632754e-01 2.707693e-01 2.897718e-01
[13,] 2.883815e-01 2.963226e-01 3.011405e-01 3.087586e-01 3.278066e-01
[14,] 3.315905e-01 3.387871e-01 3.430197e-01 3.498443e-01 3.676949e-01
[15,] 3.799531e-01 3.864276e-01 3.897399e-01 3.950519e-01 4.105229e-01
[16,] 4.319930e-01 4.384180e-01 4.410869e-01 4.447049e-01 4.570787e-01
[17,] 4.847553e-01 4.923173e-01 4.952645e-01 4.977360e-01 5.070775e-01
[18,] 5.340818e-01 5.441283e-01 5.487017e-01 5.512488e-01 5.585088e-01
[19,] 5.751991e-01 5.887812e-01 5.963411e-01 6.005533e-01 6.073940e-01
[20,] 6.034810e-01 6.209572e-01 6.324064e-01 6.397699e-01 6.481509e-01
[21,] 6.152176e-01 6.360670e-01 6.514985e-01 6.629237e-01 6.745698e-01
[22,] 6.082369e-01 6.311543e-01 6.497505e-01 6.652621e-01 6.811845e-01
[23,] 5.822718e-01 6.055054e-01 6.257268e-01 6.444271e-01 6.646503e-01
[24,] 5.390206e-01 5.608225e-01 5.808133e-01 6.011244e-01 6.247004e-01
[25,] 4.819030e-01 5.009306e-01 5.189898e-01 5.390790e-01 5.643700e-01
[26,] 4.155601e-01 4.311030e-01 4.460596e-01 4.642953e-01 4.894168e-01
[27,] 3.451897e-01 3.571801e-01 3.685638e-01 3.838538e-01 4.071277e-01
[28,] 2.758332e-01 2.846847e-01 2.926750e-01 3.046022e-01 3.248839e-01
[29,] 2.117435e-01 2.181127e-01 2.233308e-01 2.320836e-01 2.488911e-01
[30,] 1.559440e-01 1.605115e-01 1.637567e-01 1.699239e-01 1.833723e-01
[31,] 1.100450e-01 1.133750e-01 1.154007e-01 1.197248e-01 1.303314e-01
[32,] 7.432017e-02 7.681107e-02 7.819182e-02 8.136371e-02 8.981169e-02
[33,] 4.798811e-02 4.988895e-02 5.098341e-02 5.352170e-02 6.045934e-02
[34,] 2.959987e-02 3.105690e-02 3.203893e-02 3.425681e-02 4.017506e-02
[35,] 1.743096e-02 1.853434e-02 1.945445e-02 2.148934e-02 2.668395e-02
[36,] 9.797499e-03 1.061308e-02 1.145952e-02 1.333234e-02 1.793060e-02
[37,] 5.257095e-03 5.841720e-03 6.585090e-03 8.261309e-03 1.228226e-02
[38,] 2.694881e-03 3.100350e-03 3.718244e-03 5.154329e-03 8.573336e-03
[39,] 1.321807e-03 1.593902e-03 2.079608e-03 3.249635e-03 6.048132e-03
[40,] 6.219600e-04 7.987584e-04 1.160405e-03 2.065074e-03 4.257452e-03
[41,] 2.818675e-04 3.931408e-04 6.486916e-04 1.312459e-03 2.951567e-03
[42,] 1.237160e-04 1.915190e-04 3.631622e-04 8.256019e-04 1.993675e-03
[43,] 5.296520e-05 9.291014e-05 2.026142e-04 5.088085e-04 1.302039e-03
[44,] 2.229670e-05 4.500506e-05 1.117809e-04 3.046527e-04 8.181588e-04
[45,] 9.300816e-06 2.173140e-05 6.046615e-05 1.761608e-04 4.932731e-04
[46,] 3.865507e-06 1.040459e-05 3.183049e-05 9.799005e-05 2.849724e-04
[47,] 1.603263e-06 4.903704e-06 1.621284e-05 5.231941e-05 1.576999e-04
[48,] 6.618875e-07 2.258442e-06 7.958920e-06 2.678623e-05 8.361395e-05
[49,] 2.704206e-07 1.010199e-06 3.756611e-06 1.314718e-05 4.249990e-05
[50,] 1.085679e-07 4.368687e-07 1.702786e-06 6.187830e-06 2.072285e-05
             [,16]        [,17]        [,18]       [,19]       [,20]
 [1,] 0.0312399396 0.0420422741 0.0530272740 0.061979502 0.066937589
 [2,] 0.0429260097 0.0578079993 0.0735513948 0.087077091 0.095473038
 [3,] 0.0572794685 0.0768348891 0.0983111255 0.117648290 0.130770504
 [4,] 0.0745857029 0.0992002517 0.1272018741 0.153493108 0.172669025
 [5,] 0.0951779382 0.1250167790 0.1600879754 0.194270651 0.220738144
 [6,] 0.1193860751 0.1544461070 0.1968860049 0.239643676 0.274459672
 [7,] 0.1474107485 0.1876112894 0.2375377483 0.289324358 0.333342339
 [8,] 0.1791577746 0.2244147174 0.2818419981 0.342948692 0.396858897
 [9,] 0.2141141318 0.2643375065 0.3292015050 0.399801120 0.464181863
[10,] 0.2513604452 0.3063439748 0.3784240082 0.458524440 0.533826844
[11,] 0.2897755530 0.3490015454 0.4277379736 0.517013528 0.603417449
[12,] 0.3284006110 0.3908403600 0.4751123480 0.572650299 0.669789054
[13,] 0.3668298718 0.4308483110 0.5188225793 0.622888444 0.729520435
[14,] 0.4054343623 0.4688882594 0.5580498330 0.666003252 0.779770415
[15,] 0.4452462755 0.5058002036 0.5932228050 0.701685554 0.819105839
[16,] 0.4874448239 0.5430432600 0.6258688809 0.731164186 0.847945750
[17,] 0.5325513553 0.5819144387 0.6579249875 0.756705129 0.868362778
[18,] 0.5795987634 0.6225831666 0.6906975751 0.780596009 0.883236740
[19,] 0.6256128780 0.6633090538 0.7238466868 0.803963990 0.895033516
[20,] 0.6656878147 0.7002006525 0.7548139547 0.825884350 0.904659739
[21,] 0.6937559513 0.7277116190 0.7789862184 0.843160299 0.910839215
[22,] 0.7039052457 0.7398121513 0.7906310943 0.850921844 0.910274578
[23,] 0.6918763676 0.7315156815 0.7843560788 0.843894391 0.898572901
[24,] 0.6562737137 0.7002888549 0.7566419021 0.817944118 0.871641078
[25,] 0.5990974481 0.6468926795 0.7069631932 0.771408283 0.827096722
[26,] 0.5254254935 0.5753887255 0.6381462102 0.705793859 0.765242154
[27,] 0.4423570824 0.4923230691 0.5558689769 0.625642401 0.689303093
[28,] 0.3575590385 0.4053607729 0.4674818590 0.537626143 0.604874124
[29,] 0.2778460909 0.3217885906 0.3805180696 0.449166141 0.518756290
[30,] 0.2081591209 0.2472927613 0.3013153492 0.366976385 0.437539065
[31,] 0.1511271728 0.1852769479 0.2340824014 0.295914884 0.366324315
[32,] 0.1071961921 0.1367859941 0.1805690988 0.238390753 0.307913581
[33,] 0.0751566574 0.1009234310 0.1403095921 0.194391555 0.262617504
[34,] 0.0528408514 0.0755474519 0.1112647562 0.162022370 0.228657762
[35,] 0.0377836528 0.0580145575 0.0906265385 0.138334391 0.202975272
[36,] 0.0277141731 0.0457917860 0.0755612164 0.120187836 0.182175897
[37,] 0.0208307530 0.0368427614 0.0637383513 0.104936194 0.163350974
[38,] 0.0158794019 0.0297755985 0.0535839564 0.090809522 0.144589555
[39,] 0.0120946160 0.0238016531 0.0442816226 0.076980992 0.125119455
[40,] 0.0090709164 0.0185829560 0.0356014998 0.063387916 0.105129879
[41,] 0.0066229947 0.0140465840 0.0276573185 0.050426033 0.085405698
[42,] 0.0046712569 0.0102239215 0.0206782603 0.038636503 0.066923104
[43,] 0.0031676885 0.0071443431 0.0148490837 0.028470591 0.050525515
[44,] 0.0020600711 0.0047865464 0.0102338054 0.020167060 0.036739284
[45,] 0.0012834675 0.0030736903 0.0067689969 0.013732954 0.025729229
[46,] 0.0007659138 0.0018923350 0.0042986005 0.008992524 0.017354585
[47,] 0.0004379552 0.0011175966 0.0026221822 0.005663771 0.011273121
[48,] 0.0002401116 0.0006335785 0.0015371479 0.003431343 0.007049385
[49,] 0.0001263092 0.0003449674 0.0008661127 0.001999212 0.004240647
[50,] 0.0000637909 0.0001804488 0.0004690269 0.001119570 0.002451620
            [,21]      [,22]      [,23]      [,24]      [,25]      [,26]
 [1,] 0.066837376 0.06184633 0.05325433 0.04298660 0.03295668 0.02452289
 [2,] 0.096930842 0.09132065 0.08016800 0.06606410 0.05177389 0.03940955
 [3,] 0.134866966 0.12928399 0.11566147 0.09727930 0.07790682 0.06063118
 [4,] 0.180672898 0.17607068 0.16042678 0.13764874 0.11259534 0.08952262
 [5,] 0.233992930 0.23156668 0.21470838 0.18780349 0.15679022 0.12722288
 [6,] 0.294271667 0.29535657 0.27838662 0.24800071 0.21110211 0.17457977
 [7,] 0.360914786 0.36689342 0.35111764 0.31820629 0.27582017 0.23211500
 [8,] 0.433292682 0.44555323 0.43240814 0.39815802 0.35094452 0.30002576
 [9,] 0.510517160 0.53046952 0.52150670 0.48729813 0.43614301 0.37816004
[10,] 0.591055218 0.62015969 0.61707692 0.58451108 0.53055732 0.46589215
[11,] 0.672380338 0.71210241 0.71675518 0.68771213 0.63245753 0.56186481
[12,] 0.750914937 0.80252202 0.81681614 0.79345464 0.73885077 0.66364525
[13,] 0.822432626 0.88660686 0.91219582 0.89679024 0.84523575 0.76743252
[14,] 0.882886732 0.95922603 0.99701819 0.99157592 0.94570761 0.86800326
[15,] 0.929405010 1.01597807 1.06557065 1.07127509 1.03353350 0.95905598
[16,] 0.961059445 1.05422004 1.11346516 1.13010338 1.10215993 1.03400407
[17,] 0.979062928 1.07368387 1.13860652 1.16420799 1.14643886 1.08710619
[18,] 0.986255077 1.07641949 1.14162583 1.17251675 1.16374052 1.11466899
[19,] 0.986024863 1.06605482 1.12561426 1.15697424 1.15461038 1.11597373
[20,] 0.981052084 1.04662342 1.09523675 1.12207255 1.12273979 1.09361255
[21,] 0.972330285 1.02137126 1.05551974 1.07381192 1.07422415 1.05307617
[22,] 0.958832500 0.99195546 1.01071098 1.01841143 1.01631059 1.00166939
[23,] 0.937943965 0.95829543 0.96356858 0.96116306 0.95600552 0.94705972
[24,] 0.906510531 0.91909714 0.91527015 0.90575704 0.89895189 0.89589363
[25,] 0.862140435 0.87283343 0.86590483 0.85422242 0.84887274 0.85287974
[26,] 0.804318741 0.81881018 0.81530171 0.80739280 0.80764984 0.82054488
[27,] 0.734967820 0.75792861 0.76383534 0.76561390 0.77585804 0.79959470
[28,] 0.658276642 0.69286882 0.71287175 0.72933593 0.75341329 0.78957817
[29,] 0.579859764 0.62762631 0.66466988 0.69931229 0.73998958 0.78947100
[30,] 0.505513075 0.56655826 0.62177484 0.67632424 0.73501752 0.79789685
[31,] 0.439943463 0.51326118 0.58614395 0.66058076 0.73731889 0.81294118
[32,] 0.385835881 0.46965014 0.55835381 0.65110241 0.74463797 0.83176065
[33,] 0.343495328 0.43552975 0.53720448 0.64541678 0.75340468 0.85032599
[34,] 0.311113188 0.40877192 0.51988389 0.63976494 0.75896950 0.86359082
[35,] 0.285520550 0.38601259 0.50264435 0.62980442 0.75633716 0.86617916
[36,] 0.263165315 0.36362083 0.48176122 0.61158959 0.74119593 0.85343144
[37,] 0.241018901 0.33863189 0.45445790 0.58250215 0.71090011 0.82246564
[38,] 0.217180729 0.30938189 0.41951650 0.54183086 0.66507192 0.77288080
[39,] 0.191074647 0.27570972 0.37742650 0.49084128 0.60563505 0.70686073
[40,] 0.163268895 0.23874485 0.33009121 0.43236347 0.53630259 0.62866047
[41,] 0.135054569 0.20042160 0.28024817 0.37008030 0.46172390 0.54367248
[42,] 0.107955738 0.16291161 0.23081696 0.30776257 0.38657719 0.45738647
[43,] 0.083319211 0.12814303 0.18436015 0.24866081 0.31485677 0.37453903
[44,] 0.062066135 0.09750288 0.14275871 0.19516159 0.24948410 0.29862653
[45,] 0.044615653 0.07173685 0.10711004 0.14870361 0.19223501 0.23179600
[46,] 0.030939557 0.05100191 0.07779202 0.10987546 0.14388188 0.17500783
[47,] 0.020687014 0.03500408 0.05461535 0.07859793 0.10442568 0.12831974
[48,] 0.013324890 0.02316103 0.03700015 0.05431814 0.07332547 0.09117031
[49,] 0.008258530 0.01475031 0.02413925 0.03618099 0.04968559 0.06260305
[50,] 0.004918135 0.00902547 0.01513385 0.02317187 0.03240214 0.04142870
           [,27]      [,28]      [,29]       [,30]      [,31]       [,32]
 [1,] 0.01824266 0.01396591 0.01114851 0.009189553 0.00764278 0.006270653
 [2,] 0.02997962 0.02342928 0.01904625 0.015958688 0.01348202 0.011234409
 [3,] 0.04711779 0.03753082 0.03101204 0.026366851 0.02259510 0.019106564
 [4,] 0.07097721 0.05751390 0.04819958 0.041493729 0.03600650 0.030861357
 [5,] 0.10274340 0.08450872 0.07164406 0.062290932 0.05461736 0.047375433
 [6,] 0.14334236 0.11938284 0.10208589 0.089377074 0.07897654 0.069188014
 [7,] 0.19336807 0.16264035 0.13984020 0.122870763 0.10907389 0.096260729
 [8,] 0.25306547 0.21439665 0.18476152 0.162331395 0.14424057 0.127828408
 [9,] 0.32233170 0.27441585 0.23631624 0.206847888 0.18322329 0.162429048
[10,] 0.40066934 0.34215422 0.29372020 0.255254063 0.22444013 0.198151938
[11,] 0.48703413 0.41673397 0.35605414 0.306383009 0.26634421 0.233058137
[12,] 0.57957382 0.49679808 0.42226683 0.359239011 0.30775943 0.265643428
[13,] 0.67533810 0.58026856 0.49102951 0.412994111 0.34804873 0.295177069
[14,] 0.77011338 0.66411849 0.56049926 0.466805246 0.38704600 0.321790486
[15,] 0.85855607 0.74432591 0.62813702 0.519557040 0.42479945 0.346296942
[16,] 0.93473709 0.81616309 0.69075486 0.569704955 0.46127637 0.369844952
[17,] 0.99307664 0.87487420 0.74490561 0.615375409 0.49620789 0.393578122
[18,] 1.02948385 0.91663710 0.78758813 0.654769107 0.52918170 0.418451260
[19,] 1.04238647 0.93955049 0.81707919 0.686757116 0.55995407 0.445248972
[20,] 1.03330519 0.94431092 0.83359552 0.711432904 0.58881956 0.474727373
[21,] 1.00672822 0.93429464 0.83949656 0.730355537 0.61682028 0.507723811
[22,] 0.96925520 0.91493656 0.83887528 0.746313084 0.64562906 0.545094482
[23,] 0.92823258 0.89254592 0.83660492 0.762617999 0.67708005 0.587434922
[24,] 0.89029173 0.87291479 0.83712539 0.782141159 0.71248160 0.634660568
[25,] 0.86023732 0.86016417 0.84337065 0.806414156 0.75195703 0.685612090
[26,] 0.84058965 0.85618329 0.85619772 0.835124855 0.79407265 0.737866000
[27,] 0.83181573 0.86077962 0.87448857 0.866194897 0.83592280 0.787872837
[28,] 0.83300819 0.87237151 0.89583253 0.896411815 0.87368388 0.831440899
[29,] 0.84261561 0.88884833 0.91746956 0.922374995 0.90347789 0.864467134
[30,] 0.85886655 0.90819427 0.93708836 0.941395312 0.92226648 0.883726228
[31,] 0.87973939 0.92863128 0.95316590 0.952014615 0.92847543 0.887491321
[32,] 0.90260285 0.94830658 0.96476695 0.953977691 0.92214325 0.875795797
[33,] 0.92385016 0.96479651 0.97098484 0.947726906 0.90456603 0.850252849
[34,] 0.93887206 0.97479880 0.97037253 0.933692190 0.87760444 0.813497817
[35,] 0.94255349 0.97429431 0.96070865 0.911725052 0.84294378 0.768449862
[36,] 0.93021939 0.95922601 0.93927403 0.880942442 0.80159874 0.717647172
[37,] 0.89872637 0.92648681 0.90356658 0.840049037 0.75383384 0.662866002
[38,] 0.84730711 0.87485129 0.85217776 0.787991374 0.69948647 0.605109272
[39,] 0.77785902 0.80549635 0.78548067 0.724660117 0.63851688 0.544902347
[40,] 0.69458017 0.72191727 0.70586157 0.651351374 0.57153599 0.482727220
[41,] 0.60309225 0.62927570 0.61741179 0.570810462 0.50009589 0.419399450
[42,] 0.50935154 0.53341129 0.52519813 0.486852230 0.42664248 0.356244122
[43,] 0.41867510 0.43983291 0.43436166 0.403703140 0.35416560 0.295024543
[44,] 0.33511210 0.35296065 0.34931647 0.325286965 0.28568548 0.237675712
[45,] 0.26122843 0.27575559 0.27323971 0.254659997 0.22375014 0.185956741
[46,] 0.19822668 0.20972188 0.20791370 0.193716665 0.17008655 0.141146551
[47,] 0.14624764 0.15515860 0.15386049 0.143178062 0.12547263 0.103870864
[48,] 0.10470540 0.11150918 0.11064340 0.102790583 0.08981582 0.074088997
[49,] 0.07256645 0.07768994 0.07720803 0.071625100 0.06236726 0.051212888
[50,] 0.04854991 0.05234281 0.05217748 0.048378692 0.04198439 0.034298429
            [,33]       [,34]       [,35]       [,36]       [,37]       [,38]
 [1,] 0.005003376 0.003881656 0.003022162 0.002601509 0.002835094 0.003925666
 [2,] 0.009094584 0.007120060 0.005492097 0.004487308 0.004444446 0.005692520
 [3,] 0.015694026 0.012427313 0.009573007 0.007547450 0.006863594 0.008030371
 [4,] 0.025711498 0.020619436 0.015951479 0.012306709 0.010432805 0.011083530
 [5,] 0.040001781 0.032505830 0.025349182 0.019349851 0.015554448 0.015034629
 [6,] 0.059132176 0.048683087 0.038357937 0.029206296 0.022628947 0.020089141
 [7,] 0.083125494 0.069284061 0.055218313 0.042176901 0.031940958 0.026425796
 [8,] 0.111265882 0.093756565 0.075597261 0.058137501 0.043510724 0.034110695
 [9,] 0.142066916 0.120770081 0.098450728 0.076384943 0.056952622 0.042993052
[10,] 0.173468498 0.148334495 0.122059471 0.095605209 0.071402746 0.052621799
[11,] 0.203251853 0.174154090 0.144286383 0.114024027 0.085575109 0.062232355
[12,] 0.229567885 0.196149299 0.163027494 0.129745309 0.097973583 0.070840948
[13,] 0.251409577 0.212997683 0.176745193 0.141209122 0.107231084 0.077449148
[14,] 0.268864667 0.224518664 0.184922660 0.147641907 0.112491248 0.081316005
[15,] 0.283067040 0.231775046 0.188292700 0.149358626 0.113718735 0.082220396
[16,] 0.295887814 0.236870070 0.188771058 0.147820759 0.111839506 0.080630318
[17,] 0.309506383 0.242529290 0.189127424 0.145435798 0.108666479 0.077722958
[18,] 0.326025003 0.251615697 0.192505580 0.145163364 0.106632672 0.075246076
[19,] 0.347229347 0.266709021 0.201922698 0.150033952 0.108402191 0.075254971
[20,] 0.374492989 0.289806860 0.219838982 0.162677797 0.116441727 0.079781828
[21,] 0.408741105 0.322129011 0.247829538 0.184924011 0.132618968 0.090494024
[22,] 0.450374211 0.363973909 0.286352341 0.217496890 0.157871605 0.108386907
[23,] 0.499107811 0.414599407 0.334608660 0.259828570 0.191980922 0.133549723
[24,] 0.553767707 0.472151307 0.390519258 0.310019163 0.233488554 0.165045422
[25,] 0.612140800 0.533697649 0.450855187 0.364979796 0.279794797 0.200944529
[26,] 0.670987604 0.595419395 0.511542919 0.420769312 0.327453434 0.238535564
[27,] 0.726278447 0.652964294 0.568114351 0.473082599 0.372627678 0.274692713
[28,] 0.773648154 0.701920958 0.616224458 0.517796186 0.411616800 0.306330001
[29,] 0.808998678 0.738339098 0.652142032 0.551457307 0.441334918 0.330836425
[30,] 0.829132260 0.759216244 0.673139242 0.571629568 0.459642105 0.346390996
[31,] 0.832273411 0.762877436 0.677742771 0.577063679 0.465484588 0.352101122
[32,] 0.818345748 0.749183582 0.665838407 0.567713388 0.458865343 0.347970923
[33,] 0.788916790 0.719517617 0.638628748 0.544637356 0.440704213 0.334754544
[34,] 0.746811202 0.676530883 0.598444509 0.509820069 0.412647389 0.313763901
[35,] 0.695494896 0.623686911 0.548420200 0.465927149 0.376860056 0.286680657
[36,] 0.638408503 0.564701195 0.492074065 0.416006592 0.335810442 0.255390008
[37,] 0.578440794 0.503012293 0.432865539 0.363161343 0.292045355 0.221830550
[38,] 0.517672074 0.441408680 0.373818921 0.310238499 0.247967616 0.187851356
[39,] 0.457411002 0.381878152 0.317284726 0.259587217 0.205640427 0.155078543
[40,] 0.398444389 0.325668585 0.264866120 0.212923148 0.166648575 0.124806221
[41,] 0.341360483 0.273485360 0.217487958 0.171308022 0.132036599 0.097930161
[42,] 0.286808555 0.225724550 0.175551195 0.135223024 0.102324905 0.074934825
[43,] 0.235609756 0.182656009 0.139107451 0.104697018 0.077587084 0.055931529
[44,] 0.188706861 0.144511540 0.108003304 0.079448628 0.057561642 0.040733932
[45,] 0.147002861 0.111480083 0.081970770 0.059011613 0.041771165 0.028951543
[46,] 0.111170098 0.083646114 0.060666600 0.042828395 0.029628471 0.020082635
[47,] 0.081506862 0.060919902 0.043679769 0.030310572 0.020518466 0.013592860
[48,] 0.057886908 0.042999614 0.030530981 0.020874214 0.013853073 0.008972402
[49,] 0.039806130 0.029383523 0.020681982 0.013960689 0.009102794 0.005770713
[50,] 0.026497637 0.019426993 0.013560961 0.009051477 0.005811080 0.003612022
            [,39]       [,40]        [,41]        [,42]        [,43]
 [1,] 0.005967527 0.008823925 0.0120433922 0.0149051293 0.0166341587
 [2,] 0.008417860 0.012484788 0.0172926407 0.0218021936 0.0248161399
 [3,] 0.011375253 0.016798231 0.0235514118 0.0302238969 0.0350786189
 [4,] 0.014787631 0.021530002 0.0304411198 0.0397158303 0.0469839475
 [5,] 0.018588857 0.026348138 0.0373722398 0.0494827146 0.0596335508
 [6,] 0.022726830 0.030887037 0.0436312435 0.0584773247 0.0717328969
 [7,] 0.027179714 0.034829078 0.0485221703 0.0655859796 0.0817918549
 [8,] 0.031943168 0.037973718 0.0515233127 0.0698685554 0.0884260168
 [9,] 0.036982964 0.040264814 0.0524065245 0.0707810156 0.0906769256
[10,] 0.042167280 0.041763229 0.0512758356 0.0683053143 0.0882485263
[11,] 0.047211893 0.042577379 0.0485119316 0.0629407332 0.0815780953
[12,] 0.051677366 0.042786514 0.0446465839 0.0555611892 0.0717167960
[13,] 0.055043222 0.042397549 0.0402181893 0.0471919812 0.0600634195
[14,] 0.056853492 0.041361787 0.0356631144 0.0387844076 0.0480438207
[15,] 0.056894638 0.039649447 0.0312768444 0.0310578683 0.0368374235
[16,] 0.055347602 0.037352383 0.0272458945 0.0244439906 0.0272211873
[17,] 0.052860372 0.034771940 0.0237225748 0.0191247798 0.0195490780
[18,] 0.050512946 0.032454841 0.0209023519 0.0151263066 0.0138371823
[19,] 0.049679244 0.031159445 0.0190693305 0.0124204073 0.0098989423
[20,] 0.051814956 0.031756436 0.0185922586 0.0109971312 0.0074758011
[21,] 0.058210080 0.035083168 0.0198716164 0.0108903695 0.0063274839
[22,] 0.069743780 0.041777483 0.0232513384 0.0121579806 0.0062700660
[23,] 0.086676941 0.052119240 0.0289159510 0.0148305773 0.0071692409
[24,] 0.108519570 0.065910222 0.0367976148 0.0188492904 0.0089064176
[25,] 0.134010769 0.082424302 0.0465187938 0.0240141774 0.0113378650
[26,] 0.161237963 0.100453936 0.0573930737 0.0299623436 0.0142644527
[27,] 0.187892131 0.118460110 0.0684955301 0.0361877712 0.0174237677
[28,] 0.211613729 0.134802949 0.0787949760 0.0421031996 0.0205084936
[29,] 0.230348961 0.148000575 0.0873190114 0.0471305468 0.0232061743
[30,] 0.242628255 0.156950090 0.0933088736 0.0507954720 0.0252480792
[31,] 0.247705925 0.161056048 0.0963227782 0.0527991101 0.0264515989
[32,] 0.245550495 0.160245372 0.0962647818 0.0530480454 0.0267431823
[33,] 0.236723331 0.154886719 0.0933427452 0.0516388702 0.0261563471
[34,] 0.222207516 0.145658887 0.0879815007 0.0488093237 0.0248085008
[35,] 0.203241433 0.133415827 0.0807254769 0.0448766428 0.0228669045
[36,] 0.181184348 0.119078908 0.0721577950 0.0401826105 0.0205155186
[37,] 0.157413417 0.103563071 0.0628465712 0.0350559975 0.0179308300
[38,] 0.133238293 0.087726718 0.0533142732 0.0297927158 0.0152688566
[39,] 0.109822751 0.072331519 0.0440190760 0.0246472085 0.0126605883
[40,] 0.088114600 0.058005425 0.0353393778 0.0198277994 0.0102113231
[41,] 0.068794490 0.045211611 0.0275592023 0.0154920576 0.0080004354
[42,] 0.052255029 0.034231096 0.0208578839 0.0117425115 0.0060805784
[43,] 0.038614995 0.025165404 0.0153089274 0.0086253811 0.0044772659
[44,] 0.027764146 0.017959894 0.0108905536 0.0061346967 0.0031903308
[45,] 0.019427149 0.012442473 0.0075064660 0.0042221156 0.0021980039
[46,] 0.013232824 0.008369032 0.0050123518 0.0028106525 0.0014632012
[47,] 0.008776691 0.005466825 0.0032426242 0.0018093946 0.0009407360
[48,] 0.005669072 0.003469380 0.0020328763 0.0011264363 0.0005839970
[49,] 0.003565935 0.002139916 0.0012355607 0.0006782874 0.0003500322
[50,] 0.002183558 0.001283220 0.0007284153 0.0003952055 0.0002025904
             [,44]        [,45]        [,46]        [,47]        [,48]
 [1,] 1.671088e-02 1.510437e-02 1.228120e-02 8.982394e-03 5.909489e-03
 [2,] 2.543671e-02 2.346073e-02 1.946579e-02 1.452848e-02 9.753861e-03
 [3,] 3.668286e-02 3.452316e-02 2.923008e-02 2.226252e-02 1.525207e-02
 [4,] 5.012028e-02 4.812955e-02 4.158298e-02 3.231874e-02 2.259469e-02
 [5,] 6.488177e-02 6.356952e-02 5.604409e-02 4.444889e-02 3.171100e-02
 [6,] 7.958058e-02 7.954754e-02 7.156062e-02 5.791542e-02 4.216374e-02
 [7,] 9.248914e-02 9.430891e-02 8.656670e-02 7.149161e-02 5.311223e-02
 [8,] 1.018613e-01 1.059346e-01 9.921181e-02 8.360736e-02 6.338350e-02
 [9,] 1.063201e-01 1.127454e-01 1.077251e-01 9.263267e-02 7.166131e-02
[10,] 1.051930e-01 1.136997e-01 1.108201e-01 9.723359e-02 7.675752e-02
[11,] 9.868250e-02 1.086565e-01 1.080140e-01 9.669508e-02 7.789072e-02
[12,] 8.781035e-02 9.841054e-02 9.975104e-02 9.110317e-02 7.488257e-02
[13,] 7.415795e-02 8.448838e-02 8.728827e-02 8.132262e-02 6.820376e-02
[14,] 5.949157e-02 6.877690e-02 7.238236e-02 6.877799e-02 5.885347e-02
[15,] 4.539564e-02 5.310842e-02 5.688600e-02 5.511445e-02 4.811466e-02
[16,] 3.301693e-02 3.892726e-02 4.238040e-02 4.184921e-02 3.726771e-02
[17,] 2.296837e-02 2.711517e-02 2.994091e-02 3.011349e-02 2.734967e-02
[18,] 1.537988e-02 1.798745e-02 2.007194e-02 2.053862e-02 1.901780e-02
[19,] 1.004119e-02 1.141514e-02 1.278592e-02 1.328283e-02 1.253162e-02
[20,] 6.569423e-03 7.003287e-03 7.764173e-03 8.153077e-03 7.827199e-03
[21,] 4.549080e-03 4.260836e-03 4.532134e-03 4.761138e-03 4.637132e-03
[22,] 3.618073e-03 2.722379e-03 2.599865e-03 2.662894e-03 2.610628e-03
[23,] 3.499029e-03 2.011025e-03 1.547342e-03 1.453316e-03 1.404224e-03
[24,] 3.990424e-03 1.851976e-03 1.057183e-03 8.125457e-04 7.330148e-04
[25,] 4.937571e-03 2.055880e-03 9.107869e-04 5.139239e-04 3.874431e-04
[26,] 6.201377e-03 2.490679e-03 9.662463e-04 4.099556e-04 2.275943e-04
[27,] 7.637183e-03 3.055537e-03 1.132563e-03 4.104080e-04 1.672774e-04
[28,] 9.089353e-03 3.663933e-03 1.348575e-03 4.616587e-04 1.566745e-04
[29,] 1.040096e-02 4.237506e-03 1.569665e-03 5.314085e-04 1.681607e-04
[30,] 1.143296e-02 4.708365e-03 1.761678e-03 5.993175e-04 1.866169e-04
[31,] 1.208459e-02 5.025484e-03 1.899687e-03 6.522900e-04 2.037141e-04
[32,] 1.230697e-02 5.160573e-03 1.968786e-03 6.825701e-04 2.149597e-04
[33,] 1.210540e-02 5.110090e-03 1.964612e-03 6.870163e-04 2.183116e-04
[34,] 1.153023e-02 4.892281e-03 1.892384e-03 6.664786e-04 2.134834e-04
[35,] 1.066054e-02 4.540354e-03 1.764345e-03 6.248253e-04 2.014439e-04
[36,] 9.586494e-03 4.094259e-03 1.596366e-03 5.676610e-04 1.839226e-04
[37,] 8.395438e-03 3.593560e-03 1.404735e-03 5.010356e-04 1.629299e-04
[38,] 7.163809e-03 3.072911e-03 1.203906e-03 4.304557e-04 1.403674e-04
[39,] 5.954317e-03 2.560262e-03 1.005453e-03 3.603524e-04 1.177937e-04
[40,] 4.816102e-03 2.076905e-03 8.179767e-04 2.939693e-04 9.634628e-05
[41,] 3.785647e-03 1.638243e-03 6.475000e-04 2.335035e-04 7.677699e-05
[42,] 2.887303e-03 1.254465e-03 4.979068e-04 1.803189e-04 5.953280e-05
[43,] 2.133493e-03 9.309194e-04 3.712450e-04 1.351184e-04 4.483306e-05
[44,] 1.525271e-03 6.684139e-04 2.679084e-04 9.804821e-05 3.272129e-05
[45,] 1.053833e-03 4.637297e-04 1.868192e-04 6.877067e-05 2.309601e-05
[46,] 7.030469e-04 3.105241e-04 1.257152e-04 4.654921e-05 1.573636e-05
[47,] 4.525895e-04 2.005288e-04 8.155277e-05 3.036822e-05 1.033399e-05
[48,] 2.810215e-04 1.248097e-04 5.096198e-05 1.907732e-05 6.533141e-06
[49,] 1.682577e-04 7.483964e-05 3.066056e-05 1.153239e-05 3.972897e-06
[50,] 9.713365e-05 4.322306e-05 1.775345e-05 6.705478e-06 2.322640e-06
             [,49]        [,50]
 [1,] 3.497134e-03 1.861566e-03
 [2,] 5.890305e-03 3.199654e-03
 [3,] 9.399153e-03 5.210182e-03
 [4,] 1.420905e-02 8.037633e-03
 [5,] 2.035012e-02 1.174705e-02
 [6,] 2.761178e-02 1.626504e-02
 [7,] 3.549338e-02 2.133569e-02
 [8,] 4.322410e-02 2.651452e-02
 [9,] 4.986898e-02 3.121665e-02
[10,] 5.450810e-02 3.481886e-02
[11,] 5.644402e-02 3.679327e-02
[12,] 5.537348e-02 3.683394e-02
[13,] 5.146515e-02 3.493445e-02
[14,] 4.531619e-02 3.138963e-02
[15,] 3.780280e-02 2.672055e-02
[16,] 2.987634e-02 2.154925e-02
[17,] 2.237011e-02 1.646448e-02
[18,] 1.586913e-02 1.191777e-02
[19,] 1.066590e-02 8.172924e-03
[20,] 6.792541e-03 5.310117e-03
[21,] 4.099576e-03 3.268871e-03
[22,] 2.346057e-03 1.906858e-03
[23,] 1.274895e-03 1.054486e-03
[24,] 6.607854e-04 5.534586e-04
[25,] 3.309534e-04 2.767110e-04
[26,] 1.661318e-04 1.332280e-04
[27,] 9.100257e-05 6.372759e-05
[28,] 6.153097e-05 3.268455e-05
[29,] 5.359822e-05 2.034005e-05
[30,] 5.464451e-05 1.640777e-05
[31,] 5.834663e-05 1.582874e-05
[32,] 6.160927e-05 1.623368e-05
[33,] 6.302706e-05 1.657353e-05
[34,] 6.214272e-05 1.643982e-05
[35,] 5.906863e-05 1.574274e-05
[36,] 5.424758e-05 1.455366e-05
[37,] 4.826781e-05 1.301711e-05
[38,] 4.171946e-05 1.129493e-05
[39,] 3.510174e-05 9.531273e-06
[40,] 2.878351e-05 7.835663e-06
[41,] 2.300586e-05 6.280163e-06
[42,] 1.790701e-05 4.905287e-06
[43,] 1.355065e-05 3.728681e-06
[44,] 9.947403e-06 2.752600e-06
[45,] 7.067666e-06 1.968735e-06
[46,] 4.849835e-06 1.360978e-06
[47,] 3.208256e-06 9.074233e-07
[48,] 2.043047e-06 5.825128e-07
[49,] 1.251124e-06 3.595552e-07
[50,] 7.362528e-07 2.132018e-07

> 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  
    71.0704       0.1140  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7xgmz1226424828.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]  97.12098  97.48747  97.85396  98.22045  98.58694  98.95344  99.31993
 [8]  99.68642 100.05291 100.41940 100.78589 101.15238 101.51887 101.88536
[15] 102.25185 102.61834 102.98483 103.35132 103.71781 104.08430 104.45079
[22] 104.81728 105.18377 105.55026 105.91675 106.28325 106.64974 107.01623
[29] 107.38272 107.74921 108.11570 108.48219 108.84868 109.21517 109.58166
[36] 109.94815 110.31464 110.68113 111.04762 111.41411 111.78060 112.14709
[43] 112.51358 112.88007 113.24656 113.61306 113.97955 114.34604 114.71253
[50] 115.07902

$yords
 [1] 76.85007 77.19497 77.53986 77.88476 78.22965 78.57455 78.91944 79.26434
 [9] 79.60923 79.95413 80.29902 80.64392 80.98881 81.33371 81.67860 82.02350
[17] 82.36839 82.71329 83.05818 83.40308 83.74797 84.09287 84.43776 84.78266
[25] 85.12755 85.47245 85.81734 86.16224 86.50713 86.85203 87.19692 87.54182
[33] 87.88671 88.23161 88.57650 88.92140 89.26629 89.61119 89.95608 90.30098
[41] 90.64587 90.99077 91.33566 91.68056 92.02545 92.37035 92.71524 93.06014
[49] 93.40503 93.74993

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.947318e-04 1.584641e-03 2.383343e-03 3.369669e-03 4.442631e-03
 [2,] 1.896782e-03 3.012851e-03 4.513786e-03 6.378867e-03 8.459829e-03
 [3,] 3.450240e-03 5.484878e-03 8.190943e-03 1.153958e-02 1.531999e-02
 [4,] 5.965501e-03 9.538704e-03 1.424281e-02 2.000213e-02 2.649957e-02
 [5,] 9.770677e-03 1.579485e-02 2.368985e-02 3.324461e-02 4.392169e-02
 [6,] 1.512180e-02 2.481935e-02 3.757969e-02 5.291869e-02 6.984913e-02
 [7,] 2.209467e-02 3.691529e-02 5.667172e-02 8.046789e-02 1.065142e-01
 [8,] 3.051415e-02 5.191753e-02 8.103632e-02 1.165275e-01 1.554045e-01
 [9,] 3.998477e-02 6.911638e-02 1.097475e-01 1.602873e-01 2.163055e-01
[10,] 5.004538e-02 8.741784e-02 1.409019e-01 2.091642e-01 2.864748e-01
[11,] 6.038248e-02 1.057279e-01 1.720949e-01 2.591368e-01 3.605112e-01
[12,] 7.095630e-02 1.233716e-01 2.012158e-01 3.058116e-01 4.313351e-01
[13,] 8.189602e-02 1.402521e-01 2.271409e-01 3.458137e-01 4.921373e-01
[14,] 9.314621e-02 1.565449e-01 2.498285e-01 3.777307e-01 5.384478e-01
[15,] 1.040404e-01 1.720171e-01 2.696241e-01 4.019392e-01 5.691553e-01
[16,] 1.131023e-01 1.853830e-01 2.861224e-01 4.192909e-01 5.857643e-01
[17,] 1.183078e-01 1.942029e-01 2.973537e-01 4.294527e-01 5.902688e-01
[18,] 1.177814e-01 1.955698e-01 2.999893e-01 4.300765e-01 5.830205e-01
[19,] 1.106123e-01 1.873343e-01 2.906589e-01 4.175341e-01 5.620840e-01
[20,] 9.735702e-02 1.692294e-01 2.677259e-01 3.889358e-01 5.246132e-01
[21,] 7.995175e-02 1.432652e-01 2.325080e-01 3.442511e-01 4.693962e-01
[22,] 6.108075e-02 1.131680e-01 1.892253e-01 2.872346e-01 3.989075e-01
[23,] 4.332799e-02 8.317068e-02 1.437066e-01 2.245965e-01 3.195433e-01
[24,] 2.850302e-02 5.676295e-02 1.015550e-01 1.639020e-01 2.399028e-01
[25,] 1.737533e-02 3.593203e-02 6.665720e-02 1.113198e-01 1.681281e-01
[26,] 9.810186e-03 2.108052e-02 4.058726e-02 7.023751e-02 1.096864e-01
[27,] 5.128393e-03 1.145627e-02 2.290808e-02 4.111967e-02 6.649309e-02
[28,] 2.481708e-03 5.765307e-03 1.197897e-02 2.231875e-02 3.740971e-02
[29,] 1.111527e-03 2.686087e-03 5.801402e-03 1.122538e-02 1.951759e-02
[30,] 4.607271e-04 1.158426e-03 2.601519e-03 5.229853e-03 9.437746e-03
[31,] 1.767205e-04 4.623991e-04 1.080012e-03 2.256463e-03 4.228162e-03
[32,] 6.272256e-05 1.708163e-04 4.150360e-04 9.014510e-04 1.754560e-03
[33,] 2.059840e-05 5.839514e-05 1.476248e-04 3.334103e-04 6.742946e-04
[34,] 6.258902e-06 1.847295e-05 4.859829e-05 1.141582e-04 2.399776e-04
[35,] 1.759562e-06 5.407457e-06 1.480670e-05 3.618517e-05 7.910361e-05
[36,] 4.576629e-07 1.464689e-06 4.175341e-06 1.062047e-05 2.416752e-05
[37,] 1.101348e-07 3.671330e-07 1.090019e-06 2.888642e-06 6.859487e-06
[38,] 2.452346e-08 8.518367e-08 2.636764e-07 7.299551e-07 1.821756e-06
[39,] 5.054251e-09 1.831308e-08 5.926618e-08 1.727133e-07 4.622470e-07
[40,] 9.651657e-10 3.658742e-09 1.248146e-08 3.912919e-08 1.182668e-07
[41,] 1.713126e-10 6.853662e-10 2.522245e-09 8.986172e-09 3.386046e-08
[42,] 2.853011e-11 1.234453e-10 5.192220e-10 2.326925e-09 1.196924e-08
[43,] 4.577969e-12 2.275730e-11 1.213407e-10 7.453101e-10 5.088554e-09
[44,] 7.553102e-13 4.792508e-12 3.511991e-11 2.849881e-10 2.319854e-09
[45,] 1.431886e-13 1.251012e-12 1.205367e-11 1.159548e-10 1.039795e-09
[46,] 3.366367e-14 3.848404e-13 4.372855e-12 4.620416e-11 4.405439e-10
[47,] 9.272286e-15 1.244004e-13 1.548508e-12 1.737769e-11 1.739045e-10
[48,] 2.669411e-15 3.914008e-14 5.169453e-13 6.086504e-12 6.364644e-11
[49,] 7.460904e-16 1.159682e-14 1.606419e-13 1.976128e-12 2.156099e-11
[50,] 1.961868e-16 3.197279e-15 4.626845e-14 5.938421e-13 6.757105e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.418794e-03 6.093311e-03 6.355439e-03 6.295527e-03 6.235317e-03
 [2,] 1.045073e-02 1.195948e-02 1.269975e-02 1.271394e-02 1.248040e-02
 [3,] 1.906445e-02 2.210516e-02 2.384710e-02 2.416834e-02 2.369438e-02
 [4,] 3.305734e-02 3.864633e-02 4.221123e-02 4.328939e-02 4.257140e-02
 [5,] 5.473942e-02 6.422450e-02 7.072992e-02 7.325361e-02 7.238955e-02
 [6,] 8.687349e-02 1.019482e-01 1.127454e-01 1.175737e-01 1.167365e-01
 [7,] 1.323850e-01 1.551887e-01 1.718228e-01 1.798600e-01 1.791837e-01
 [8,] 1.936803e-01 2.270534e-01 2.513986e-01 2.635643e-01 2.630310e-01
 [9,] 2.715272e-01 3.193496e-01 3.540222e-01 3.715402e-01 3.710928e-01
[10,] 3.637605e-01 4.310729e-01 4.799867e-01 5.050882e-01 5.052245e-01
[11,] 4.644507e-01 5.569113e-01 6.255091e-01 6.622796e-01 6.651430e-01
[12,] 5.643030e-01 6.866976e-01 7.812403e-01 8.359244e-01 8.464088e-01
[13,] 6.526413e-01 8.067031e-01 9.323183e-01 1.012307e+00 1.038262e+00
[14,] 7.204222e-01 9.028794e-01 1.060847e+00 1.172133e+00 1.222833e+00
[15,] 7.628726e-01 9.649130e-01 1.150471e+00 1.294370e+00 1.377258e+00
[16,] 7.802532e-01 9.891133e-01 1.191218e+00 1.362041e+00 1.478960e+00
[17,] 7.762325e-01 9.785153e-01 1.182187e+00 1.367435e+00 1.512347e+00
[18,] 7.548675e-01 9.401407e-01 1.130614e+00 1.314089e+00 1.473816e+00
[19,] 7.181445e-01 8.811300e-01 1.047906e+00 1.214493e+00 1.372498e+00
[20,] 6.656634e-01 8.061124e-01 9.450464e-01 1.084917e+00 1.226398e+00
[21,] 5.965461e-01 7.172096e-01 8.298936e-01 9.402408e-01 1.056148e+00
[22,] 5.121167e-01 6.161773e-01 7.073681e-01 7.912588e-01 8.795504e-01
[23,] 4.174504e-01 5.068072e-01 5.815259e-01 6.449594e-01 7.090751e-01
[24,] 3.207597e-01 3.957729e-01 4.574853e-01 5.064166e-01 5.523026e-01
[25,] 2.310417e-01 2.913883e-01 3.417312e-01 3.803492e-01 4.137331e-01
[26,] 1.553884e-01 2.011771e-01 2.407544e-01 2.712831e-01 2.962340e-01
[27,] 9.731519e-02 1.297376e-01 1.591309e-01 1.825789e-01 2.014085e-01
[28,] 5.664699e-02 7.793758e-02 9.829521e-02 1.153531e-01 1.292567e-01
[29,] 3.061062e-02 4.353220e-02 5.658576e-02 6.815117e-02 7.791525e-02
[30,] 1.534297e-02 2.257933e-02 3.030073e-02 3.754726e-02 4.395085e-02
[31,] 7.129345e-03 1.086640e-02 1.507382e-02 1.925501e-02 2.314230e-02
[32,] 3.069989e-03 4.849650e-03 6.961537e-03 9.182626e-03 1.136406e-02
[33,] 1.224861e-03 2.006782e-03 2.984478e-03 4.074225e-03 5.214556e-03
[34,] 4.528083e-04 7.702041e-04 1.189212e-03 1.688013e-03 2.257336e-03
[35,] 1.551909e-04 2.746523e-04 4.425778e-04 6.613715e-04 9.497995e-04
[36,] 4.941316e-05 9.152400e-05 1.561851e-04 2.541636e-04 4.186804e-04
[37,] 1.471195e-05 2.899793e-05 5.450574e-05 1.043162e-04 2.186107e-04
[38,] 4.175115e-06 9.151698e-06 2.062879e-05 5.160943e-05 1.443242e-04
[39,] 1.187850e-06 3.171401e-06 9.510935e-06 3.194889e-05 1.109078e-04
[40,] 3.749060e-07 1.347577e-06 5.425168e-06 2.241228e-05 8.793155e-05
[41,] 1.456936e-07 7.009924e-07 3.438822e-06 1.593781e-05 6.716509e-05
[42,] 6.866351e-08 3.992674e-07 2.184240e-06 1.084070e-05 4.811079e-05
[43,] 3.502610e-08 2.260277e-07 1.320995e-06 6.897672e-06 3.201948e-05
[44,] 1.765035e-08 1.214520e-07 7.461857e-07 4.074348e-06 1.973934e-05
[45,] 8.422714e-09 6.088793e-08 3.910942e-07 2.228606e-06 1.126063e-05
[46,] 3.747100e-09 2.831369e-08 1.897846e-07 1.127902e-06 5.942383e-06
[47,] 1.545847e-09 1.218869e-08 8.520714e-08 5.280254e-07 2.900523e-06
[48,] 5.903327e-10 4.854403e-09 3.538549e-08 2.286359e-07 1.309458e-06
[49,] 2.085613e-10 1.788308e-09 1.359174e-08 9.156437e-08 5.467630e-07
[50,] 6.815439e-11 6.093217e-10 4.828522e-09 3.391533e-08 2.111520e-07
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.679544e-03 8.266499e-03 1.180062e-02 0.0183544768 0.0292892742
 [2,] 1.283990e-02 1.484002e-02 1.967235e-02 0.0287648297 0.0438676428
 [3,] 2.374313e-02 2.601007e-02 3.229258e-02 0.0444770159 0.0646730207
 [4,] 4.197211e-02 4.413913e-02 5.181046e-02 0.0675187035 0.0936963356
 [5,] 7.069677e-02 7.209787e-02 8.072437e-02 0.1000740277 0.1329090824
 [6,] 1.133837e-01 1.129807e-01 1.215812e-01 0.1441257979 0.1838225990
 [7,] 1.734175e-01 1.697210e-01 1.765912e-01 0.2010386887 0.2470121191
 [8,] 2.538118e-01 2.447954e-01 2.473486e-01 0.2712772427 0.3218074166
 [9,] 3.571131e-01 3.402002e-01 3.348780e-01 0.3544999098 0.4063919706
[10,] 4.853203e-01 4.576567e-01 4.400623e-01 0.4501494166 0.4984644401
[11,] 6.393167e-01 5.986081e-01 5.641231e-01 0.5583232567 0.5963446225
[12,] 8.173100e-01 7.633296e-01 7.084512e-01 0.6802874581 0.7000121438
[13,] 1.012399e+00 9.487831e-01 8.731147e-01 0.8178270578 0.8112915630
[14,] 1.210435e+00 1.145814e+00 1.054082e+00 0.9710463824 0.9325599506
[15,] 1.390048e+00 1.337388e+00 1.240369e+00 1.1352458509 1.0640894350
[16,] 1.526195e+00 1.499842e+00 1.413146e+00 1.2985563873 1.2011436153
[17,] 1.596753e+00 1.607935e+00 1.548434e+00 1.4422497321 1.3325421371
[18,] 1.589556e+00 1.642239e+00 1.623229e+00 1.5445603623 1.4419904272
[19,] 1.506457e+00 1.595631e+00 1.622733e+00 1.5868887555 1.5120764354
[20,] 1.362351e+00 1.475657e+00 1.545281e+00 1.5596744074 1.5292940380
[21,] 1.179790e+00 1.301679e+00 1.402646e+00 1.4652135168 1.4878375216
[22,] 9.820833e-01 1.098461e+00 1.215815e+00 1.3163474943 1.3906775552
[23,] 7.880657e-01 8.894340e-01 1.008614e+00 1.1321285262 1.2479974101
[24,] 6.101266e-01 6.923571e-01 8.021519e-01 0.9327989899 1.0742876248
[25,] 4.549828e-01 5.181803e-01 6.118445e-01 0.7360721460 0.8855192422
[26,] 3.255134e-01 3.721335e-01 4.470197e-01 0.5553699359 0.6970565917
[27,] 2.222290e-01 2.554725e-01 3.119394e-01 0.3995066871 0.5221753146
[28,] 1.439381e-01 1.668531e-01 2.070926e-01 0.2729985514 0.3708588943
[29,] 8.797728e-02 1.031636e-01 1.302503e-01 0.1765578634 0.2488849126
[30,] 5.052416e-02 6.012964e-02 7.733580e-02 0.1077786024 0.1575416396
[31,] 2.718478e-02 3.295807e-02 4.329415e-02 0.0621188433 0.0942410391
[32,] 1.370054e-02 1.701741e-02 2.296513e-02 0.0340887793 0.0538900739
[33,] 6.504598e-03 8.382893e-03 1.179834e-02 0.0183565700 0.0305162584
[34,] 2.973046e-03 4.106396e-03 6.254837e-03 0.0104908550 0.0185915126
[35,] 1.389781e-03 2.205760e-03 3.870805e-03 0.0072374620 0.0137428919
[36,] 7.471055e-04 1.475968e-03 3.086178e-03 0.0064255254 0.0128688285
[37,] 5.097998e-04 1.247899e-03 2.985660e-03 0.0066959748 0.0138966710
[38,] 4.202708e-04 1.180812e-03 3.064677e-03 0.0072255283 0.0154538197
[39,] 3.681095e-04 1.119682e-03 3.067741e-03 0.0075357345 0.0166305992
[40,] 3.146686e-04 1.010283e-03 2.894052e-03 0.0073924931 0.0168792331
[41,] 2.534138e-04 8.513065e-04 2.542576e-03 0.0067547470 0.0159941495
[42,] 1.899185e-04 6.657306e-04 2.071784e-03 0.0057277373 0.0140884084
[43,] 1.319169e-04 4.821343e-04 1.563402e-03 0.0045003393 0.0115121818
[44,] 8.481004e-05 3.231276e-04 1.091917e-03 0.0032739761 0.0087169352
[45,] 5.044414e-05 2.003518e-04 7.056319e-04 0.0022044473 0.0061121629
[46,] 2.775360e-05 1.149137e-04 4.218620e-04 0.0013734541 0.0039670976
[47,] 1.412357e-05 6.096514e-05 2.333066e-04 0.0007916862 0.0023827726
[48,] 6.647729e-06 2.991626e-05 1.193501e-04 0.0004221563 0.0013241826
[49,] 2.894000e-06 1.357809e-05 5.647306e-05 0.0002082312 0.0006807966
[50,] 1.165242e-06 5.699929e-06 2.471560e-05 0.0000950059 0.0003237844
             [,16]       [,17]       [,18]      [,19]      [,20]      [,21]
 [1,] 0.0459581183 0.068925865 0.096852430 0.12568511 0.14909596 0.16061902
 [2,] 0.0668079593 0.098628905 0.138162071 0.18069960 0.21798455 0.24049001
 [3,] 0.0950765190 0.137130474 0.189905638 0.24830625 0.30246435 0.33978492
 [4,] 0.1326941894 0.186090279 0.253054426 0.32827232 0.40077999 0.45546611
 [5,] 0.1814442560 0.246953123 0.328325283 0.41996853 0.51031107 0.58267928
 [6,] 0.2424381108 0.320373503 0.415664668 0.52213273 0.62786935 0.71566811
 [7,] 0.3155766977 0.405620476 0.513629092 0.63236645 0.74961088 0.84843400
 [8,] 0.3992236273 0.500254918 0.619050228 0.74677485 0.87078602 0.97494734
 [9,] 0.4903142835 0.600312189 0.727317659 0.86025772 0.98592549 1.08932125
[10,] 0.5850280087 0.701041164 0.833304576 0.96762034 1.08992388 1.18662872
[11,] 0.6799425656 0.798034294 0.932600965 1.06509022 1.17980149 1.26458296
[12,] 0.7732949022 0.888405113 1.022542367 1.15143319 1.25618270 1.32534585
[13,] 0.8657180503 0.971575373 1.102627940 1.22799674 1.32337350 1.37607339
[14,] 0.9598291172 1.049273669 1.174213926 1.29761409 1.38760700 1.42714910
[15,] 1.0584763572 1.124584629 1.239676641 1.36298186 1.45415688 1.48835288
[16,] 1.1622065619 1.200298723 1.301428104 1.42543638 1.52483661 1.56464518
[17,] 1.2671491639 1.277198128 1.361159144 1.48479582 1.59732191 1.65380477
[18,] 1.3645220871 1.352989951 1.419461157 1.54023062 1.66672889 1.74736044
[19,] 1.4421937993 1.422239465 1.475624149 1.59134446 1.72847660 1.83445711
[20,] 1.4876372053 1.477108752 1.527194700 1.63829866 1.78049086 1.90650453
[21,] 1.4909469172 1.508422398 1.569098955 1.68028121 1.82297678 1.95978843
[22,] 1.4468186939 1.506804996 1.592804248 1.71285188 1.85545353 1.99429498
[23,] 1.3552402440 1.464092508 1.586621023 1.72598123 1.87279395 2.00941306
[24,] 1.2213516619 1.375328329 1.538125977 1.70489678 1.86327434 1.99951497
[25,] 1.0549531112 1.241117594 1.438548345 1.63456459 1.81096682 1.95299345
[26,] 0.8696342654 1.069314611 1.287416403 1.50632609 1.70226833 1.85642319
[27,] 0.6811446517 0.874756054 1.094986872 1.32341303 1.53350080 1.70215509
[28,] 0.5048887799 0.676487451 0.880763727 1.10218432 1.31535589 1.49508982
[29,] 0.3531156752 0.493280512 0.668408828 0.86808102 1.07144919 1.25447461
[30,] 0.2328351332 0.339250323 0.479259382 0.64811248 0.83146451 1.00931635
[31,] 0.1452832014 0.221329911 0.327255613 0.46335298 0.62219643 0.78954894
[32,] 0.0870137448 0.139325472 0.217088037 0.32452908 0.46053511 0.61716145
[33,] 0.0519533219 0.088003383 0.145601683 0.23184173 0.35093676 0.50104679
[34,] 0.0334803265 0.059920045 0.105081532 0.17806333 0.28743299 0.43704699
[35,] 0.0258337427 0.047768782 0.086648654 0.15282777 0.25829484 0.41215516
[36,] 0.0246501753 0.045619648 0.082520755 0.14616882 0.25088964 0.41037667
[37,] 0.0268463271 0.049104030 0.086791097 0.15030323 0.25491451 0.41772291
[38,] 0.0302366627 0.055009919 0.095121874 0.15971676 0.26339405 0.42480155
[39,] 0.0332144973 0.060817172 0.104069405 0.17031311 0.27193291 0.42680527
[40,] 0.0346393597 0.064506341 0.110660740 0.17855568 0.27732252 0.42181111
[41,] 0.0338867299 0.064681254 0.112478926 0.18123274 0.27658484 0.40880530
[42,] 0.0309153784 0.060813991 0.108108097 0.17592746 0.26700591 0.38661982
[43,] 0.0262206768 0.053353491 0.097546504 0.16177625 0.24697603 0.35417890
[44,] 0.0206368175 0.043544866 0.082227235 0.13991474 0.21692282 0.31156340
[45,] 0.0150549931 0.032997476 0.064543179 0.11322235 0.17959156 0.26092688
[46,] 0.0101728932 0.023186988 0.047072435 0.08541762 0.13937372 0.20648873
[47,] 0.0063640025 0.015096142 0.031851556 0.05992776 0.10098097 0.15349693
[48,] 0.0036847048 0.009101333 0.019976418 0.03903346 0.06811263 0.10670685
[49,] 0.0019741061 0.005079250 0.011604897 0.02357618 0.04268624 0.06914667
[50,] 0.0009785243 0.002623251 0.006241762 0.01319457 0.02482151 0.04167169
           [,22]      [,23]     [,24]      [,25]      [,26]      [,27]
 [1,] 0.15666668 0.13852968 0.1118311 0.08370258 0.05961316 0.04179413
 [2,] 0.24149237 0.22064310 0.1844421 0.14302230 0.10539659 0.07625720
 [3,] 0.34974414 0.32915396 0.2843072 0.22807921 0.17374226 0.12961594
 [4,] 0.47802305 0.46156094 0.4107783 0.34027048 0.26758477 0.20559629
 [5,] 0.61981304 0.61105570 0.5583287 0.47635000 0.38601510 0.30501090
 [6,] 0.76675558 0.76762748 0.7169940 0.62803610 0.52323651 0.42437343
 [7,] 0.91014167 0.92004393 0.8742132 0.78318200 0.66890455 0.55557625
 [8,] 1.04196722 1.05782473 1.0173284 0.92816438 0.80992969 0.68700463
 [9,] 1.15547150 1.17256083 1.1357662 1.05056131 0.93311829 0.80580912
[10,] 1.24573007 1.25867441 1.2224009 1.14122914 1.02769344 0.90051775
[11,] 1.31091811 1.31427542 1.2743890 1.19552993 1.08703705 0.96313892
[12,] 1.35407545 1.34251239 1.2940859 1.21412424 1.10966660 0.99039901
[13,] 1.38417223 1.35282183 1.2901128 1.20376135 1.09987936 0.98434503
[14,] 1.41497686 1.36062906 1.2776407 1.17778055 1.06823857 0.95269051
[15,] 1.46117731 1.38428277 1.2764978 1.15524197 1.03135045 0.90884647
[16,] 1.53293853 1.43947264 1.3064738 1.15762680 1.00992449 0.87097840
[17,] 1.63142519 1.53320408 1.3809240 1.20320743 1.02456414 0.85932466
[18,] 1.74776188 1.66028728 1.5013284 1.30085916 1.09003909 0.89172876
[19,] 1.86628450 1.80445403 1.6556436 1.44609384 1.21013551 0.97854771
[20,] 1.97059182 1.94394350 1.8217251 1.62155251 1.37554414 1.11897785
[21,] 2.04919812 2.05893778 1.9745193 1.80216549 1.56613498 1.30064044
[22,] 2.09766340 2.13708252 2.0936309 1.96274807 1.75683762 1.50287464
[23,] 2.11614046 2.17437639 2.1676215 2.08445591 1.92443511 1.70231409
[24,] 2.10424229 2.17153324 2.1933532 2.15725750 2.05216557 1.87815955
[25,] 2.05709993 2.12883628 2.1717832 2.17810442 2.13053333 2.01497504
[26,] 1.96592566 2.04351340 2.1038271 2.14720483 2.15526126 2.10266394
[27,] 1.82344485 1.91190556 1.9896531 2.06584015 2.12512091 2.13526334
[28,] 1.63111239 1.73524774 1.8321100 1.93770655 2.04211043 2.11083972
[29,] 1.40350427 1.52512971 1.6417755 1.77282132 1.91426125 2.03352590
[30,] 1.16675555 1.30458141 1.4396158 1.59073763 1.75886118 1.91653229
[31,] 0.95135622 1.10327031 1.2544850 1.41978695 1.60292345 1.78348416
[32,] 0.78270067 0.94870476 1.1157094 1.29125651 1.47896476 1.66579281
[33,] 0.67370074 0.85744679 1.0437884 1.23028629 1.41668654 1.59570066
[34,] 0.62233714 0.83013093 1.0432349 1.24711570 1.43340575 1.59689656
[35,] 0.61446123 0.85208352 1.1005457 1.33231982 1.52693568 1.67596968
[36,] 0.62996965 0.89885714 1.1880675 1.45812479 1.67389284 1.81797786
[37,] 0.64953330 0.94420195 1.2722374 1.58561020 1.83456460 1.98822019
[38,] 0.65941885 0.96742063 1.3231588 1.67544613 1.96316327 2.14032066
[39,] 0.65314910 0.95767899 1.3221636 1.69849938 2.02025062 2.22847869
[40,] 0.63021760 0.91430618 1.2649801 1.64270502 1.98313920 2.21998439
[41,] 0.59321924 0.84380617 1.1599931 1.51411366 1.85074352 2.10370757
[42,] 0.54514527 0.75550315 1.0230498 1.33240011 1.64155141 1.89169631
[43,] 0.48809395 0.65793135 0.8714131 1.12324362 1.38613873 1.61376309
[44,] 0.42358875 0.55723179 0.7192899 0.91083675 1.11759941 1.30766862
[45,] 0.35371338 0.45749629 0.5760855 0.71305355 0.86350757 1.00887945
[46,] 0.28193505 0.36199724 0.4469925 0.54009425 0.64166058 0.74333481
[47,] 0.21291344 0.27408682 0.3345912 0.39577488 0.45982347 0.52476345
[48,] 0.15139257 0.19715742 0.2401729 0.27985938 0.31812496 0.35600734
[49,] 0.10086410 0.13387594 0.1642253 0.19007889 0.21226440 0.23254502
[50,] 0.06273607 0.08536547 0.1062931 0.12328485 0.13616788 0.14629864
           [,28]      [,29]      [,30]      [,31]       [,32]       [,33]
 [1,] 0.02971846 0.02164046 0.01591994 0.01155533 0.008107033 0.005432958
 [2,] 0.05582036 0.04181875 0.03169697 0.02375730 0.017240070 0.011946699
 [3,] 0.09756408 0.07509362 0.05856137 0.04527387 0.033962185 0.024344439
 [4,] 0.15891998 0.12545680 0.10048598 0.08001557 0.061992310 0.045962647
 [5,] 0.24170881 0.19531099 0.16032561 0.13125126 0.104890458 0.080400737
 [6,] 0.34408943 0.28390106 0.23820871 0.20001875 0.164603010 0.130327640
 [7,] 0.45981577 0.38627765 0.33022742 0.28356686 0.239766774 0.195832335
 [8,] 0.57880795 0.49346035 0.42819510 0.37464532 0.324535701 0.272924540
 [9,] 0.68903281 0.59402353 0.52093087 0.46233596 0.408786985 0.353069565
[10,] 0.77905872 0.67664418 0.59683014 0.53449007 0.480117760 0.424453294
[11,] 0.84036939 0.73265958 0.64678317 0.58098413 0.527166054 0.474934984
[12,] 0.86880182 0.75774425 0.66629453 0.59647827 0.542977783 0.495693652
[13,] 0.86508781 0.75239747 0.65612181 0.58157045 0.526974305 0.484022269
[14,] 0.83491828 0.72159997 0.62158566 0.54210166 0.484754596 0.444030740
[15,] 0.78885204 0.67424697 0.57131763 0.48731395 0.426090894 0.385070934
[16,] 0.74186649 0.62264188 0.51620217 0.42796932 0.362316205 0.318839038
[17,] 0.71191146 0.58175773 0.46871586 0.37519427 0.304346232 0.256621280
[18,] 0.71697566 0.56766765 0.44224377 0.34004767 0.261892463 0.207771577
[19,] 0.77097020 0.59483527 0.44974949 0.33318837 0.243537621 0.179588966
[20,] 0.87970605 0.67271687 0.50155373 0.36394322 0.256829910 0.177923699
[21,] 1.03868294 0.80285737 0.60269325 0.43855786 0.307664416 0.207546676
[22,] 1.23385314 0.97780239 0.75089709 0.55811671 0.398816197 0.271634336
[23,] 1.44514671 1.18247026 0.93621006 0.71709557 0.528191561 0.370397862
[24,] 1.65114878 1.39745793 1.14263420 0.90343761 0.687767100 0.499540391
[25,] 1.83286887 1.60283899 1.35121840 1.10042772 0.864054578 0.649529217
[26,] 1.97544015 1.78102546 1.54343079 1.28984366 1.040322133 0.806466790
[27,] 2.06823342 1.91822573 1.70380718 1.45537822 1.200044424 0.954713249
[28,] 2.10500876 2.00519168 1.82161850 1.58542030 1.330553624 1.080645459
[29,] 2.08540576 2.03832461 1.89196964 1.67476475 1.425826834 1.176380236
[30,] 2.01749672 2.02144938 1.91673994 1.72523166 1.487672709 1.242166855
[31,] 1.91954340 1.96729781 1.90514200 1.74522524 1.525010522 1.286478577
[32,] 1.81877478 1.89706209 1.87306860 1.74810637 1.551322736 1.323484312
[33,] 1.74621792 1.83690700 1.84047689 1.74929865 1.580753558 1.368401480
[34,] 1.72855606 1.81173377 1.82687640 1.76248192 1.623773360 1.432035355
[35,] 1.77952741 1.83787312 1.84598034 1.79578635 1.683672735 1.516322043
[36,] 1.89387092 1.91705127 1.90112182 1.84912427 1.755076291 1.612587018
[37,] 2.04625579 2.03379184 1.98293237 1.91349065 1.825024045 1.703357386
[38,] 2.19623668 2.15757860 2.07023257 1.97245181 1.876214767 1.767191120
[39,] 2.29834722 2.24978853 2.13432260 2.00549739 1.891263790 1.784755885
[40,] 2.31446741 2.27379990 2.14594166 1.99260049 1.856684616 1.743965745
[41,] 2.22439481 2.20525902 2.08317266 1.91909698 1.765705716 1.642579443
[42,] 2.03091555 2.03900964 1.93787057 1.77975378 1.619588357 1.487882692
[43,] 1.75772176 1.79018710 1.71832980 1.58080213 1.427459785 1.294200326
[44,] 1.44137047 1.48920839 1.44711261 1.33906412 1.204777945 1.079472796
[45,] 1.12069450 1.17279747 1.15481865 1.07819851 0.970626793 0.861950094
[46,] 0.82758587 0.87453386 0.87215157 0.82319328 0.744284412 0.657567244
[47,] 0.58182784 0.61809964 0.62310717 0.59494079 0.541831584 0.478174778
[48,] 0.39054296 0.41478549 0.42129367 0.40661975 0.373701906 0.330653653
[49,] 0.25101297 0.26489579 0.26985112 0.26273706 0.243811244 0.216918559
[50,] 0.15485561 0.16142109 0.16403044 0.16056323 0.150329617 0.134736923
            [,34]       [,35]       [,36]       [,37]       [,38]       [,39]
 [1,] 0.003491100 0.002247252 0.001640415 0.001567001 0.001871258 0.002347737
 [2,] 0.007889735 0.005103125 0.003559666 0.003132056 0.003570984 0.004503284
 [3,] 0.016572161 0.010875715 0.007381003 0.006011922 0.006436337 0.008050017
 [4,] 0.032310508 0.021666326 0.014541065 0.011098458 0.011020625 0.013452774
 [5,] 0.058423952 0.040227275 0.027059561 0.019676500 0.018027483 0.021103297
 [6,] 0.097928284 0.069460116 0.047318227 0.033369388 0.028296175 0.031232093
 [7,] 0.152126137 0.111377297 0.077424804 0.053838547 0.042705212 0.043857523
 [8,] 0.219022333 0.165690545 0.118161549 0.082158296 0.061921190 0.058770615
 [9,] 0.292326917 0.228563853 0.167805780 0.117949488 0.085960563 0.075506885
[10,] 0.361872889 0.292305397 0.221401758 0.158597535 0.113659517 0.093248080
[11,] 0.415801091 0.346594114 0.271117801 0.199050716 0.142312910 0.110666328
[12,] 0.443972075 0.381172892 0.307961655 0.232603466 0.167818402 0.125840387
[13,] 0.441257293 0.389088656 0.324433061 0.252646938 0.185517051 0.136433710
[14,] 0.409227913 0.369074733 0.317057445 0.254799203 0.191563432 0.140228964
[15,] 0.355495248 0.325962949 0.287632669 0.238481023 0.184285640 0.135882193
[16,] 0.291148454 0.268982843 0.242596836 0.207173610 0.164884356 0.123548880
[17,] 0.227630501 0.208861552 0.190872951 0.167237942 0.137102298 0.105024987
[18,] 0.174459362 0.155122023 0.141272026 0.125900443 0.106021408 0.083281911
[19,] 0.138490891 0.114646826 0.100609600 0.089363619 0.076579803 0.061606256
[20,] 0.124460768 0.091730254 0.073139993 0.061799857 0.052476677 0.042758212
[21,] 0.135914369 0.089043158 0.061148211 0.045423419 0.035843288 0.028513019
[22,] 0.175602586 0.108593126 0.066010861 0.041283971 0.027625100 0.019709717
[23,] 0.244892329 0.151946664 0.088952091 0.050160929 0.028301027 0.016668809
[24,] 0.342411304 0.219497092 0.131009711 0.073009217 0.038484691 0.019695255
[25,] 0.462694408 0.309140964 0.192188949 0.110693806 0.059073989 0.029386759
[26,] 0.595788467 0.415140510 0.270229851 0.163108041 0.090840171 0.046572045
[27,] 0.728502855 0.528041273 0.359710354 0.228097613 0.133601454 0.071857112
[28,] 0.847345244 0.636209753 0.452237159 0.300824135 0.185363082 0.104933359
[29,] 0.942396185 0.728902639 0.538155065 0.374189494 0.241954696 0.143972273
[30,] 1.010780337 0.799987500 0.609554118 0.440605118 0.297641117 0.185522935
[31,] 1.058258269 0.850837776 0.663574167 0.494745303 0.346825951 0.225227000
[32,] 1.097916580 0.890871844 0.704479849 0.536210490 0.386365667 0.259312751
[33,] 1.145897356 0.934877004 0.743096928 0.570658002 0.417439840 0.286327222
[34,] 1.215300808 0.997526389 0.793121944 0.608307917 0.445784034 0.308198540
[35,] 1.310361491 1.086878766 0.865263060 0.659831507 0.479644462 0.329803785
[36,] 1.423240717 1.199472085 0.961467679 0.731030038 0.525924284 0.356854895
[37,] 1.535002440 1.319331871 1.071883092 0.818647436 0.586103414 0.392842688
[38,] 1.620728420 1.421758794 1.176295051 0.909492460 0.653941061 0.436465159
[39,] 1.656968832 1.480714861 1.249889882 0.983696840 0.716340920 0.480936113
[40,] 1.628708339 1.476992499 1.271195514 1.021022702 0.757308916 0.515744374
[41,] 1.533314455 1.403996993 1.229021775 1.007660707 0.763420900 0.530227977
[42,] 1.380365048 1.269102872 1.125703758 0.940730726 0.728476596 0.517414182
[43,] 1.188026506 1.090540822 0.975681124 0.828818589 0.655444802 0.476465966
[44,] 0.977845019 0.891567115 0.800473570 0.688711360 0.555128007 0.412801797
[45,] 0.769944148 0.694405735 0.622402452 0.540043962 0.442436382 0.336071634
[46,] 0.579881575 0.515963685 0.459442071 0.400115098 0.332010389 0.257059053
[47,] 0.417418942 0.366113162 0.322586936 0.280582520 0.234851200 0.184827378
[48,] 0.286764853 0.248175386 0.215808546 0.186605170 0.156839007 0.125041162
[49,] 0.187645116 0.160638501 0.137732217 0.117937426 0.099070273 0.079701451
[50,] 0.116686327 0.099160620 0.083900735 0.070960520 0.059311155 0.047940747
            [,40]       [,41]       [,42]       [,43]        [,44]        [,45]
 [1,] 0.002770057 0.002949368 0.002797985 0.002356266 0.0017595438 0.0011647649
 [2,] 0.005474737 0.006056344 0.005984345 0.005252913 0.0040895137 0.0028224867
 [3,] 0.010030869 0.011509945 0.011840133 0.010831363 0.0087908815 0.0063257135
 [4,] 0.017056297 0.020251637 0.021672430 0.020657882 0.0174777889 0.0131121163
 [5,] 0.026957060 0.033005011 0.036705490 0.036443984 0.0321394718 0.0251375466
 [6,] 0.039686545 0.049858284 0.057533090 0.059474354 0.0546634154 0.0445719801
 [7,] 0.054586408 0.069883393 0.083483698 0.089791830 0.0859947858 0.0730959588
 [8,] 0.070419238 0.091016829 0.112196534 0.125431076 0.1251358357 0.1108720578
 [9,] 0.085620406 0.110374812 0.139745528 0.162151268 0.1684420572 0.1555447826
[10,] 0.098668442 0.124980084 0.161470413 0.194047690 0.2097565771 0.2018385421
[11,] 0.108391605 0.132633947 0.173316934 0.215057512 0.2416748843 0.2422612712
[12,] 0.114071189 0.132541920 0.173150655 0.220866187 0.2576790084 0.2689792134
[13,] 0.115353026 0.125408094 0.161437462 0.210389873 0.2543179515 0.2762760104
[14,] 0.112119625 0.113000861 0.140971824 0.186125263 0.2324341910 0.2625481255
[15,] 0.104483306 0.097467197 0.115819176 0.153203623 0.1968354359 0.2308830601
[16,] 0.092924070 0.080749260 0.090009661 0.117631076 0.1545815810 0.1879337591
[17,] 0.078434854 0.064309169 0.066553290 0.084537541 0.1127190009 0.1416484634
[18,] 0.062495740 0.049136990 0.047069705 0.057116105 0.0764503232 0.0989132571
[19,] 0.046813913 0.035877146 0.031965705 0.036471008 0.0483458752 0.0640447655
[20,] 0.032939019 0.024927055 0.020880700 0.022139589 0.0286001975 0.0384951653
[21,] 0.021955067 0.016470850 0.013125127 0.012854447 0.0158964812 0.0215154449
[22,] 0.014401739 0.010499721 0.007974091 0.007188206 0.0083499596 0.0112091109
[23,] 0.010440887 0.006880008 0.004815407 0.003929645 0.0041838258 0.0054642812
[24,] 0.010156834 0.005480681 0.003212798 0.002216794 0.0020481931 0.0025127370
[25,] 0.013824425 0.006315889 0.002936227 0.001527998 0.0010682522 0.0011199243
[26,] 0.021998058 0.009630334 0.003973247 0.001620780 0.0007579687 0.0005409198
[27,] 0.035342110 0.015861512 0.006503966 0.002462518 0.0009026731 0.0003863101
[28,] 0.054221148 0.025447857 0.010812658 0.004156699 0.0014571668 0.0004886208
[29,] 0.078190521 0.038514548 0.017125384 0.006851581 0.0024641358 0.0008023350
[30,] 0.105644265 0.054551651 0.025403842 0.010626280 0.0039817753 0.0013356483
[31,] 0.133911579 0.072266669 0.035177018 0.015375334 0.0060150162 0.0021017106
[32,] 0.159960832 0.089783951 0.045521945 0.020740950 0.0084609608 0.0030821906
[33,] 0.181560265 0.105229358 0.055272690 0.026148779 0.0110924661 0.0042059089
[34,] 0.198390945 0.117509423 0.063429369 0.030969394 0.0136011576 0.0053510994
[35,] 0.212447528 0.126894965 0.069599273 0.034758365 0.0156969590 0.0063759356
[36,] 0.227286031 0.135009621 0.074221936 0.037460267 0.0172253432 0.0071687697
[37,] 0.246251284 0.144076475 0.078390640 0.039448441 0.0182395606 0.0076949211
[38,] 0.270444012 0.155688296 0.083284209 0.041340810 0.0189758671 0.0080123726
[39,] 0.297470550 0.169696766 0.089459813 0.043656089 0.0197278770 0.0082414025
[40,] 0.321726080 0.183834073 0.096377416 0.046480447 0.0206764279 0.0084984366
[41,] 0.336214755 0.194338826 0.102436200 0.049329051 0.0217649175 0.0088272176
[42,] 0.335122802 0.197340036 0.105541466 0.051291440 0.0226917208 0.0091651256
[43,] 0.315986102 0.190360016 0.103939394 0.051397893 0.0230290518 0.0093644946
[44,] 0.280531910 0.173254642 0.096923398 0.049027264 0.0224090461 0.0092585483
[45,] 0.233956241 0.148222545 0.085100261 0.044163021 0.0206843113 0.0087377477
[46,] 0.183117076 0.118980309 0.070142304 0.037394314 0.0179894763 0.0077988734
[47,] 0.134503620 0.089552171 0.054195722 0.029691660 0.0146864976 0.0065465047
[48,] 0.092756202 0.063199516 0.039235420 0.022084088 0.0112334952 0.0051523269
[49,] 0.060103548 0.041836367 0.026615694 0.015381585 0.0080438032 0.0037963772
[50,] 0.036632870 0.025994119 0.016923450 0.010033139 0.0053910807 0.0026173358
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 0.0006834395 3.554465e-04 1.638542e-04 6.694977e-05 2.424647e-05
 [2,] 0.0017267258 9.363311e-04 4.500339e-04 1.917209e-04 7.239385e-05
 [3,] 0.0040348663 2.281217e-03 1.143181e-03 5.077755e-04 1.999110e-04
 [4,] 0.0087200379 5.140279e-03 2.685759e-03 1.243817e-03 5.105687e-04
 [5,] 0.0174297486 1.071246e-02 5.835816e-03 2.817887e-03 1.206018e-03
 [6,] 0.0322216617 2.064783e-02 1.172785e-02 5.904359e-03 2.634728e-03
 [7,] 0.0550921742 3.680805e-02 2.179804e-02 1.144206e-02 5.323531e-03
 [8,] 0.0871201237 6.068685e-02 3.747135e-02 2.050775e-02 9.948236e-03
 [9,] 0.1274194690 9.254022e-02 5.957498e-02 3.399493e-02 1.719391e-02
[10,] 0.1723633421 1.305123e-01 8.760150e-02 5.211860e-02 2.748436e-02
[11,] 0.2156504898 1.702388e-01 1.191359e-01 7.390161e-02 4.063299e-02
[12,] 0.2495509845 2.053781e-01 1.498503e-01 9.691651e-02 5.555898e-02
[13,] 0.2671047331 2.291612e-01 1.743241e-01 1.175505e-01 7.026066e-02
[14,] 0.2644431756 2.364959e-01 1.875613e-01 1.318666e-01 8.217746e-02
[15,] 0.2421775470 2.257398e-01 1.866453e-01 1.368135e-01 8.889471e-02
[16,] 0.2051724577 1.992987e-01 1.717837e-01 1.312827e-01 8.893690e-02
[17,] 0.1608187001 1.627521e-01 1.462317e-01 1.165124e-01 8.229461e-02
[18,] 0.1166428812 1.229407e-01 1.151336e-01 9.563671e-02 7.042787e-02
[19,] 0.0783050981 8.590983e-02 8.384413e-02 7.260512e-02 5.574454e-02
[20,] 0.0486729544 5.554102e-02 5.647636e-02 5.098049e-02 4.080804e-02
[21,] 0.0280272626 3.322591e-02 3.518878e-02 3.310860e-02 2.762972e-02
[22,] 0.0149626526 1.839641e-02 2.028217e-02 1.988777e-02 1.730203e-02
[23,] 0.0074148043 9.430553e-03 1.081539e-02 1.104976e-02 1.002101e-02
[24,] 0.0034184732 4.478684e-03 5.336520e-03 5.678852e-03 5.368150e-03
[25,] 0.0014754985 1.973203e-03 2.437254e-03 2.699876e-03 2.659783e-03
[26,] 0.0006124272 8.105983e-04 1.031296e-03 1.187643e-03 1.218974e-03
[27,] 0.0002767623 3.185450e-04 4.060778e-04 4.837377e-04 5.168058e-04
[28,] 0.0001939650 1.361069e-04 1.524780e-04 1.831699e-04 2.028270e-04
[29,] 0.0002484441 9.205615e-05 6.203581e-05 6.601411e-05 7.396483e-05
[30,] 0.0004040005 1.159549e-04 4.016933e-05 2.567750e-05 2.563930e-05
[31,] 0.0006557137 1.840729e-04 4.901587e-05 1.586994e-05 9.555443e-06
[32,] 0.0010009686 2.898195e-04 7.542180e-05 1.862992e-05 5.632499e-06
[33,] 0.0014222373 4.283036e-04 1.149001e-04 2.769197e-05 6.342033e-06
[34,] 0.0018803963 5.889555e-04 1.642016e-04 4.076642e-05 9.092098e-06
[35,] 0.0023200145 7.539882e-04 2.183951e-04 5.630563e-05 1.292615e-05
[36,] 0.0026856916 9.019430e-04 2.706739e-04 7.242145e-05 1.725116e-05
[37,] 0.0029429551 1.014700e-03 3.139951e-04 8.690535e-05 2.145904e-05
[38,] 0.0030928636 1.084577e-03 3.435358e-04 9.781595e-05 2.494173e-05
[39,] 0.0031707173 1.117454e-03 3.586041e-04 1.041798e-04 2.725923e-05
[40,] 0.0032270858 1.129464e-03 3.627938e-04 1.063633e-04 2.829834e-05
[41,] 0.0032997361 1.138297e-03 3.620438e-04 1.058404e-04 2.830518e-05
[42,] 0.0033913257 1.153500e-03 3.614820e-04 1.044168e-04 2.775159e-05
[43,] 0.0034653232 1.171028e-03 3.627173e-04 1.033001e-04 2.709413e-05
[44,] 0.0034626202 1.175078e-03 3.630558e-04 1.025152e-04 2.655212e-05
[45,] 0.0033298770 1.146099e-03 3.570289e-04 1.009722e-04 2.602266e-05
[46,] 0.0030448006 1.070599e-03 3.393279e-04 9.712185e-05 2.517147e-05
[47,] 0.0026264077 9.477035e-04 3.075431e-04 8.981336e-05 2.363849e-05
[48,] 0.0021272710 7.896801e-04 2.633707e-04 7.890057e-05 2.124096e-05
[49,] 0.0016138817 6.170274e-04 2.119153e-04 6.532916e-05 1.807169e-05
[50,] 0.0011455546 4.512134e-04 1.597120e-04 5.074437e-05 1.446043e-05

> 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  
    52.4314       0.3056  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1f30z1226424828.ps tmp/1f30z1226424828.png")
> system("convert tmp/2mbqv1226424828.ps tmp/2mbqv1226424828.png")
> system("convert tmp/38dhb1226424828.ps tmp/38dhb1226424828.png")
> system("convert tmp/4ovvk1226424828.ps tmp/4ovvk1226424828.png")
> system("convert tmp/5rqzm1226424828.ps tmp/5rqzm1226424828.png")
> system("convert tmp/6hnvk1226424828.ps tmp/6hnvk1226424828.png")
> system("convert tmp/7xgmz1226424828.ps tmp/7xgmz1226424828.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.009   2.043   3.609