R version 2.7.2 (2008-08-25)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'contributors()' for more information and
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> z <- c(105.4,115.2,124.5,112.3,127.5,120.6,117.5,117.7,120.4,125,131.6,121.1,114.2)
> y <- c(100.4,123.3,156.6,136.2,147.5,143.8,135.8,121.6,128,129.7,136.2,130.5,99.2)
> x <- c(96.2,103.4,117.1,110.3,116.3,112.5,111.8,112.1,93.3,109.1,118.1,108.1,99.9)
> 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: 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/rcomp/tmp/110tb1226518352.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/28iim1226518352.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/3ykko1226518352.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/4o5v51226518352.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/522fg1226518352.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  
    -38.952        1.559  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/60vyo1226518352.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]  89.79333  91.34871  92.90408  94.45946  96.01483  97.57021  99.12558
 [8] 100.68095 102.23633 103.79170 105.34708 106.90245 108.45782 110.01320
[15] 111.56857 113.12395 114.67932 116.23469 117.79007 119.34544 120.90082
[22] 122.45619 124.01156 125.56694 127.12231 128.67769 130.23306 131.78844
[29] 133.34381 134.89918 136.45456 138.00993 139.56531 141.12068 142.67605
[36] 144.23143 145.78680 147.34218 148.89755 150.45292 152.00830 153.56367
[43] 155.11905 156.67442 158.22979 159.78517 161.34054 162.89592 164.45129
[50] 166.00667

$yords
 [1]  97.93180  98.77132  99.61083 100.45035 101.28987 102.12939 102.96891
 [8] 103.80843 104.64795 105.48746 106.32698 107.16650 108.00602 108.84554
[15] 109.68506 110.52457 111.36409 112.20361 113.04313 113.88265 114.72217
[22] 115.56169 116.40120 117.24072 118.08024 118.91976 119.75928 120.59880
[29] 121.43831 122.27783 123.11735 123.95687 124.79639 125.63591 126.47543
[36] 127.31494 128.15446 128.99398 129.83350 130.67302 131.51254 132.35205
[43] 133.19157 134.03109 134.87061 135.71013 136.54965 137.38917 138.22868
[50] 139.06820

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.761765e-03 4.135946e-03 4.351476e-03 4.409023e-03 4.346406e-03
 [2,] 4.811261e-03 5.546739e-03 6.094887e-03 6.406340e-03 6.480802e-03
 [3,] 5.507383e-03 6.673710e-03 7.691128e-03 8.446408e-03 8.869821e-03
 [4,] 5.634320e-03 7.185728e-03 8.705424e-03 1.002908e-02 1.100794e-02
 [5,] 5.148195e-03 6.914945e-03 8.817412e-03 1.067969e-02 1.229935e-02
 [6,] 4.200637e-03 5.944297e-03 7.982959e-03 1.017736e-02 1.232393e-02
 [7,] 3.062060e-03 4.565577e-03 6.459375e-03 8.672913e-03 1.105457e-02
 [8,] 1.997441e-03 3.137456e-03 4.676124e-03 6.613460e-03 8.876993e-03
 [9,] 1.171577e-03 1.937169e-03 3.039752e-03 4.526712e-03 6.397641e-03
[10,] 6.259270e-04 1.086995e-03 1.792432e-03 2.806244e-03 4.171084e-03
[11,] 3.147613e-04 5.707056e-04 9.839467e-04 1.612609e-03 2.511773e-03
[12,] 1.599023e-04 2.989194e-04 5.329341e-04 9.055460e-04 1.465657e-03
[13,] 9.108206e-05 1.724881e-04 3.130315e-04 5.435107e-04 9.019441e-04
[14,] 6.225120e-05 1.175685e-04 2.146384e-04 3.769236e-04 6.349835e-04
[15,] 5.072709e-05 9.325142e-05 1.691635e-04 2.989158e-04 5.103760e-04
[16,] 4.960749e-05 8.445978e-05 1.468785e-04 2.557993e-04 4.386210e-04
[17,] 5.998200e-05 9.117023e-05 1.440909e-04 2.354158e-04 3.912000e-04
[18,] 8.493867e-05 1.189917e-04 1.694041e-04 2.490003e-04 3.798801e-04
[19,] 1.251675e-04 1.718736e-04 2.322355e-04 3.140580e-04 4.328585e-04
[20,] 1.760302e-04 2.466825e-04 3.337163e-04 4.400186e-04 5.731874e-04
[21,] 2.269271e-04 3.304996e-04 4.606498e-04 6.173207e-04 8.010683e-04
[22,] 2.639611e-04 4.024939e-04 5.851025e-04 8.128058e-04 1.082871e-03
[23,] 2.753821e-04 4.409918e-04 6.720179e-04 9.758257e-04 1.352884e-03
[24,] 2.570482e-04 4.329238e-04 6.931548e-04 1.055947e-03 1.532408e-03
[25,] 2.144336e-04 3.801259e-04 6.402084e-04 1.025011e-03 1.561363e-03
[26,] 1.597782e-04 2.982578e-04 5.287559e-04 8.906155e-04 1.426097e-03
[27,] 1.063021e-04 2.090198e-04 3.902183e-04 6.918922e-04 1.165645e-03
[28,] 6.313612e-05 1.307931e-04 2.572105e-04 4.802788e-04 8.518079e-04
[29,] 3.347191e-05 7.306566e-05 1.513875e-04 2.977784e-04 5.562054e-04
[30,] 1.583970e-05 3.643803e-05 7.955573e-05 1.648787e-04 3.244335e-04
[31,] 6.691667e-06 1.622410e-05 3.733134e-05 8.153248e-05 1.690479e-04
[32,] 2.524665e-06 6.452043e-06 1.564824e-05 3.602133e-05 7.871336e-05
[33,] 8.513692e-07 2.293772e-06 5.864831e-06 1.423250e-05 3.278610e-05
[34,] 2.570653e-07 7.303663e-07 1.969345e-06 5.040015e-06 1.224420e-05
[35,] 6.975102e-08 2.090994e-07 5.949333e-07 1.606727e-06 4.119389e-06
[36,] 1.713016e-08 5.424078e-08 1.630285e-07 4.651797e-07 1.260247e-06
[37,] 3.859899e-09 1.293383e-08 4.114865e-08 1.243108e-07 3.566517e-07
[38,] 8.167927e-10 2.905068e-09 9.813497e-09 3.148898e-08 9.598696e-08
[39,] 1.677957e-10 6.357929e-10 2.288803e-09 7.828689e-09 2.544434e-08
[40,] 3.459013e-11 1.399920e-10 5.383159e-10 1.966800e-09 6.827798e-09
[41,] 7.249839e-12 3.132673e-11 1.285772e-10 5.012600e-10 1.856108e-09
[42,] 1.518812e-12 6.985333e-12 3.050341e-11 1.264654e-10 4.977877e-10
[43,] 3.073437e-13 1.499092e-12 6.939928e-12 3.049241e-11 1.271536e-10
[44,] 5.817673e-14 3.001152e-13 1.469095e-12 6.823805e-12 3.007547e-11
[45,] 1.007895e-14 5.490006e-14 2.837256e-13 1.391191e-12 6.471943e-12
[46,] 1.578330e-15 9.069626e-15 4.944477e-14 2.557331e-13 1.254838e-12
[47,] 2.219476e-16 1.344868e-15 7.730976e-15 4.216103e-14 2.181272e-13
[48,] 2.793458e-17 1.784483e-16 1.081436e-15 6.217352e-15 3.390981e-14
[49,] 3.141737e-18 2.115602e-17 1.351491e-16 8.190395e-16 4.708787e-15
[50,] 3.154951e-19 2.239379e-18 1.507913e-17 9.632429e-17 5.837224e-16
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.231580e-03 4.145847e-03 4.161503e-03 4.320292e-03 4.619215e-03
 [2,] 6.372504e-03 6.180074e-03 6.022167e-03 6.005053e-03 6.191400e-03
 [3,] 8.959267e-03 8.787917e-03 8.490446e-03 8.229769e-03 8.152795e-03
 [4,] 1.154948e-02 1.164887e-02 1.139899e-02 1.097288e-02 1.058095e-02
 [5,] 1.349266e-02 1.414431e-02 1.424590e-02 1.390840e-02 1.334097e-02
 [6,] 1.418819e-02 1.555676e-02 1.629458e-02 1.638927e-02 1.596555e-02
 [7,] 1.338270e-02 1.540182e-02 1.687885e-02 1.766509e-02 1.774425e-02
 [8,] 1.131127e-02 1.368911e-02 1.574843e-02 1.724959e-02 1.803853e-02
 [9,] 8.582182e-03 1.092993e-02 1.322124e-02 1.520259e-02 1.664165e-02
[10,] 5.885826e-03 7.885460e-03 1.003196e-02 1.212415e-02 1.392985e-02
[11,] 3.717450e-03 5.227212e-03 6.982926e-03 8.863039e-03 1.069125e-02
[12,] 2.258649e-03 3.312851e-03 4.623439e-03 6.138324e-03 7.752127e-03
[13,] 1.429544e-03 2.162832e-03 3.122135e-03 4.298382e-03 5.641972e-03
[14,] 1.024731e-03 1.582894e-03 2.339254e-03 3.306214e-03 4.467613e-03
[15,] 8.382137e-04 1.320999e-03 1.995378e-03 2.887311e-03 4.001401e-03
[16,] 7.317355e-04 1.178984e-03 1.827107e-03 2.717712e-03 3.876208e-03
[17,] 6.488668e-04 1.057540e-03 1.675413e-03 2.563029e-03 3.772103e-03
[18,] 5.968333e-04 9.499025e-04 1.504602e-03 2.338065e-03 3.529721e-03
[19,] 6.162435e-04 9.084375e-04 1.373610e-03 2.096065e-03 3.175120e-03
[20,] 7.501464e-04 1.002898e-03 1.384391e-03 1.972762e-03 2.871593e-03
[21,] 1.017028e-03 1.280924e-03 1.626493e-03 2.112900e-03 2.830012e-03
[22,] 1.391005e-03 1.736380e-03 2.129391e-03 2.601096e-03 3.212415e-03
[23,] 1.795970e-03 2.292545e-03 2.831086e-03 3.411031e-03 4.054690e-03
[24,] 2.122156e-03 2.811358e-03 3.575214e-03 4.385878e-03 5.225116e-03
[25,] 2.265380e-03 3.135639e-03 4.149639e-03 5.266271e-03 6.435610e-03
[26,] 2.172600e-03 3.152526e-03 4.363524e-03 5.772959e-03 7.320272e-03
[27,] 1.867012e-03 2.845308e-03 4.130332e-03 5.719391e-03 7.569541e-03
[28,] 1.435584e-03 2.300473e-03 3.508037e-03 5.096209e-03 7.063189e-03
[29,] 9.868915e-04 1.664185e-03 2.668760e-03 4.073468e-03 5.924594e-03
[30,] 6.062892e-04 1.076448e-03 1.816724e-03 2.916519e-03 4.457744e-03
[31,] 3.328252e-04 6.224275e-04 1.106149e-03 1.869121e-03 3.005281e-03
[32,] 1.633142e-04 3.218153e-04 6.025002e-04 1.072227e-03 1.814982e-03
[33,] 7.170763e-05 1.489416e-04 2.938903e-04 5.511374e-04 9.828424e-04
[34,] 2.824207e-05 6.186294e-05 1.287253e-04 2.545466e-04 4.785869e-04
[35,] 1.002804e-05 2.318398e-05 5.091803e-05 1.062735e-04 2.108870e-04
[36,] 3.242227e-06 7.922733e-06 1.839361e-05 4.058496e-05 8.514379e-05
[37,] 9.719278e-07 2.516304e-06 6.190658e-06 1.447720e-05 3.219321e-05
[38,] 2.780011e-07 7.651240e-07 2.001485e-06 4.977475e-06 1.177121e-05
[39,] 7.858761e-08 2.306858e-07 6.436377e-07 1.707167e-06 4.305202e-06
[40,] 2.252211e-08 7.059234e-08 2.102523e-07 5.950865e-07 1.600664e-06
[41,] 6.527949e-09 2.180604e-08 6.918283e-08 2.084693e-07 5.966358e-07
[42,] 1.860177e-09 6.599202e-09 2.222522e-08 7.105826e-08 2.156708e-07
[43,] 5.032197e-10 1.890039e-09 6.736898e-09 2.278890e-08 7.315701e-08
[44,] 1.257773e-10 4.991051e-10 1.879212e-09 6.713582e-09 2.275744e-08
[45,] 2.856534e-11 1.196186e-10 4.752354e-10 1.791314e-09 6.405962e-09
[46,] 5.841461e-12 2.579804e-11 1.080889e-10 4.296422e-10 1.620176e-09
[47,] 1.070605e-12 4.985043e-12 2.202048e-11 9.227965e-11 3.668634e-10
[48,] 1.754528e-13 8.612121e-13 4.010261e-12 1.771542e-11 7.424115e-11
[49,] 2.568180e-14 1.328783e-13 6.522180e-13 3.037004e-12 1.341559e-11
[50,] 3.355736e-15 1.830122e-14 9.468501e-14 4.647240e-13 2.163813e-12
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.008329e-03 5.401758e-03 5.699109e-03 5.811209e-03 5.682577e-03
 [2,] 6.579722e-03 7.101104e-03 7.634863e-03 8.039076e-03 8.187198e-03
 [3,] 8.347904e-03 8.816922e-03 9.470546e-03 1.014932e-02 1.066451e-02
 [4,] 1.041423e-02 1.058980e-02 1.111489e-02 1.188086e-02 1.268957e-02
 [5,] 1.279927e-02 1.251695e-02 1.263974e-02 1.318221e-02 1.402026e-02
 [6,] 1.526130e-02 1.456884e-02 1.415695e-02 1.419614e-02 1.470952e-02
 [7,] 1.724825e-02 1.643173e-02 1.560919e-02 1.507160e-02 1.500656e-02
 [8,] 1.809574e-02 1.755257e-02 1.666566e-02 1.575362e-02 1.511307e-02
 [9,] 1.738793e-02 1.741982e-02 1.686051e-02 1.595382e-02 1.500410e-02
[10,] 1.523582e-02 1.590283e-02 1.590849e-02 1.536178e-02 1.448166e-02
[11,] 1.226438e-02 1.339553e-02 1.396161e-02 1.394038e-02 1.342332e-02
[12,] 9.313793e-03 1.065006e-02 1.160150e-02 1.206214e-02 1.201036e-02
[13,] 7.058602e-03 8.416359e-03 9.565690e-03 1.036943e-02 1.073558e-02
[14,] 5.770058e-03 7.120710e-03 8.394847e-03 9.454098e-03 1.017281e-02
[15,] 5.310498e-03 6.748760e-03 8.211618e-03 9.565112e-03 1.066490e-02
[16,] 5.299363e-03 6.944308e-03 8.722566e-03 1.050245e-02 1.212183e-02
[17,] 5.330806e-03 7.227979e-03 9.400166e-03 1.172583e-02 1.403055e-02
[18,] 5.146146e-03 7.221494e-03 9.737006e-03 1.260474e-02 1.566128e-02
[19,] 4.712928e-03 6.794832e-03 9.464156e-03 1.269593e-02 1.637625e-02
[20,] 4.203590e-03 6.095573e-03 8.654330e-03 1.193551e-02 1.591104e-02
[21,] 3.898813e-03 5.464047e-03 7.676787e-03 1.066630e-02 1.450357e-02
[22,] 4.060511e-03 5.279384e-03 7.031755e-03 9.489883e-03 1.280459e-02
[23,] 4.818488e-03 5.800458e-03 7.140983e-03 9.014158e-03 1.160774e-02
[24,] 6.099227e-03 7.052603e-03 8.176291e-03 9.608735e-03 1.152677e-02
[25,] 7.614824e-03 8.786610e-03 9.975323e-03 1.125652e-02 1.275744e-02
[26,] 8.928782e-03 1.052520e-02 1.206193e-02 1.353587e-02 1.499878e-02
[27,] 9.599641e-03 1.170409e-02 1.377590e-02 1.573273e-02 1.753830e-02
[28,] 9.357414e-03 1.187907e-02 1.449528e-02 1.706606e-02 1.947345e-02
[29,] 8.223143e-03 1.091277e-02 1.388044e-02 1.697211e-02 2.002026e-02
[30,] 6.494654e-03 9.033498e-03 1.201886e-02 1.533309e-02 1.881128e-02
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[42,] 4.727334e-03 3.431151e-03 2.423632e-03 1.690271e-03 1.188173e-03
[43,] 4.743782e-03 3.546586e-03 2.548803e-03 1.769771e-03 1.199433e-03
[44,] 4.370589e-03 3.389104e-03 2.521340e-03 1.799110e-03 1.234506e-03
[45,] 3.716300e-03 2.971384e-03 2.290629e-03 1.695587e-03 1.202959e-03
[46,] 2.993443e-03 2.424650e-03 1.915839e-03 1.464993e-03 1.077949e-03
[47,] 2.392541e-03 1.908155e-03 1.510173e-03 1.173809e-03 8.875331e-04
[48,] 1.995209e-03 1.525653e-03 1.172982e-03 9.012859e-04 6.853260e-04
[49,] 1.764587e-03 1.290713e-03 9.460486e-04 6.980837e-04 5.175863e-04
[50,] 1.600159e-03 1.147719e-03 8.109680e-04 5.707099e-04 4.033920e-04

> 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  
     82.442        0.285  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7awus1226518352.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]  87.09989  87.85907  88.61826  89.37745  90.13664  90.89583  91.65502
 [8]  92.41420  93.17339  93.93258  94.69177  95.45096  96.21015  96.96933
[15]  97.72852  98.48771  99.24690 100.00609 100.76528 101.52446 102.28365
[22] 103.04284 103.80203 104.56122 105.32041 106.07959 106.83878 107.59797
[29] 108.35716 109.11635 109.87554 110.63472 111.39391 112.15310 112.91229
[36] 113.67148 114.43067 115.18985 115.94904 116.70823 117.46742 118.22661
[43] 118.98580 119.74498 120.50417 121.26336 122.02255 122.78174 123.54093
[50] 124.30011

$yords
 [1]  97.93180  98.77132  99.61083 100.45035 101.28987 102.12939 102.96891
 [8] 103.80843 104.64795 105.48746 106.32698 107.16650 108.00602 108.84554
[15] 109.68506 110.52457 111.36409 112.20361 113.04313 113.88265 114.72217
[22] 115.56169 116.40120 117.24072 118.08024 118.91976 119.75928 120.59880
[29] 121.43831 122.27783 123.11735 123.95687 124.79639 125.63591 126.47543
[36] 127.31494 128.15446 128.99398 129.83350 130.67302 131.51254 132.35205
[43] 133.19157 134.03109 134.87061 135.71013 136.54965 137.38917 138.22868
[50] 139.06820

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.322457e-03 2.331190e-03 2.236201e-03 2.053761e-03 1.811125e-03
 [2,] 3.330645e-03 3.460854e-03 3.435382e-03 3.262720e-03 2.971499e-03
 [3,] 4.504399e-03 4.845802e-03 4.978567e-03 4.891641e-03 4.605210e-03
 [4,] 5.744701e-03 6.398944e-03 6.805425e-03 6.919247e-03 6.736992e-03
 [5,] 6.909075e-03 7.969046e-03 8.774265e-03 9.233039e-03 9.300274e-03
 [6,] 7.836083e-03 9.359695e-03 1.067007e-02 1.162237e-02 1.211395e-02
 [7,] 8.381397e-03 1.036773e-02 1.223856e-02 1.380092e-02 1.488745e-02
 [8,] 8.454683e-03 1.083162e-02 1.324092e-02 1.545962e-02 1.726257e-02
 [9,] 8.044416e-03 1.067419e-02 1.351350e-02 1.633797e-02 1.888719e-02
[10,] 7.221376e-03 9.924307e-03 1.301236e-02 1.629192e-02 1.950126e-02
[11,] 6.119474e-03 8.709325e-03 1.182616e-02 1.533397e-02 1.900665e-02
[12,] 4.901138e-03 7.221138e-03 1.015240e-02 1.363085e-02 1.749554e-02
[13,] 3.719563e-03 5.668427e-03 8.246223e-03 1.145944e-02 1.522677e-02
[14,] 2.689672e-03 4.231331e-03 6.359803e-03 9.137288e-03 1.255892e-02
[15,] 1.874494e-03 3.031512e-03 4.692100e-03 6.951672e-03 9.864213e-03
[16,] 1.287064e-03 2.122841e-03 3.361344e-03 5.108195e-03 7.451301e-03
[17,] 9.029450e-04 1.499910e-03 2.402689e-03 3.709327e-03 5.517236e-03
[18,] 6.767457e-04 1.116867e-03 1.784764e-03 2.761252e-03 4.135299e-03
[19,] 5.572129e-04 9.085177e-04 1.435168e-03 2.199214e-03 3.272426e-03
[20,] 4.980017e-04 8.079996e-04 1.265919e-03 1.919532e-03 2.823431e-03
[21,] 4.635833e-04 7.586051e-04 1.193442e-03 1.809090e-03 2.649195e-03
[22,] 4.311050e-04 7.197197e-04 1.151240e-03 1.767465e-03 2.610061e-03
[23,] 3.894337e-04 6.680309e-04 1.095649e-03 1.720336e-03 2.590133e-03
[24,] 3.365280e-04 5.954074e-04 1.005995e-03 1.624736e-03 2.511325e-03
[25,] 2.760877e-04 5.047707e-04 8.806928e-04 1.467468e-03 2.337454e-03
[26,] 2.142641e-04 4.051886e-04 7.308986e-04 1.258418e-03 2.069699e-03
[27,] 1.570370e-04 3.073093e-04 5.734690e-04 1.021042e-03 1.735703e-03
[28,] 1.086093e-04 2.199969e-04 4.248414e-04 7.825457e-04 1.375720e-03
[29,] 7.085751e-05 1.485851e-04 2.969916e-04 5.660869e-04 1.029509e-03
[30,] 4.359954e-05 9.465700e-05 1.958546e-04 3.863649e-04 7.270428e-04
[31,] 2.529972e-05 5.687197e-05 1.218233e-04 2.487530e-04 4.844056e-04
[32,] 1.384413e-05 3.222434e-05 7.146565e-05 1.510597e-04 3.044507e-04
[33,] 7.143615e-06 1.721839e-05 3.953784e-05 8.651861e-05 1.804872e-04
[34,] 3.475873e-06 8.675852e-06 2.062822e-05 4.673388e-05 1.009189e-04
[35,] 1.594761e-06 4.122241e-06 1.014921e-05 2.380678e-05 5.322015e-05
[36,] 6.899346e-07 1.846924e-06 4.708848e-06 1.143678e-05 2.646930e-05
[37,] 2.814461e-07 7.802838e-07 2.060160e-06 5.181211e-06 1.241533e-05
[38,] 1.082563e-07 3.108410e-07 8.499319e-07 2.213470e-06 5.491767e-06
[39,] 3.926249e-08 1.167619e-07 3.306418e-07 8.917093e-07 2.290836e-06
[40,] 1.342658e-08 4.135580e-08 1.212874e-07 3.387445e-07 9.011444e-07
[41,] 4.329248e-09 1.381147e-08 4.195201e-08 1.213429e-07 3.342758e-07
[42,] 1.316183e-09 4.349187e-09 1.368247e-08 4.098672e-08 1.169280e-07
[43,] 3.772894e-10 1.291331e-09 4.207716e-09 1.305431e-08 3.856807e-08
[44,] 1.019727e-10 3.615139e-10 1.220097e-09 3.920496e-09 1.199573e-08
[45,] 2.598621e-11 9.542619e-11 3.335840e-10 1.110197e-09 3.518111e-09
[46,] 6.243802e-12 2.374996e-11 8.599543e-11 2.964336e-10 9.729067e-10
[47,] 1.414493e-12 5.573249e-12 2.090268e-11 7.463093e-11 2.536921e-10
[48,] 3.021317e-13 1.233112e-12 4.790520e-12 1.771623e-11 6.237529e-11
[49,] 6.084643e-14 2.572430e-13 1.035179e-12 3.965358e-12 1.446056e-11
[50,] 1.155351e-14 5.059742e-14 2.109098e-13 8.368505e-13 3.160962e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.541101e-03 1.276813e-03 1.048383e-03 8.822955e-04 8.030657e-04
 [2,] 2.604032e-03 2.208102e-03 1.829838e-03 1.509858e-03 1.283303e-03
 [3,] 4.165468e-03 3.634305e-03 3.077729e-03 2.556875e-03 2.124086e-03
 [4,] 6.296346e-03 5.666438e-03 4.932681e-03 4.181561e-03 3.490218e-03
 [5,] 8.986239e-03 8.352099e-03 7.494388e-03 6.524374e-03 5.549517e-03
 [6,] 1.210562e-02 1.162773e-02 1.076975e-02 9.657801e-03 8.428648e-03
 [7,] 1.539077e-02 1.528447e-02 1.462417e-02 1.352964e-02 1.215509e-02
 [8,] 1.846662e-02 1.896738e-02 1.875717e-02 1.791897e-02 1.660026e-02
 [9,] 2.091151e-02 2.222110e-02 2.272196e-02 2.242803e-02 2.144665e-02
[10,] 2.235134e-02 2.457895e-02 2.599713e-02 2.652706e-02 2.620200e-02
[11,] 2.255488e-02 2.567363e-02 2.809827e-02 2.965232e-02 3.027187e-02
[12,] 2.149775e-02 2.533425e-02 2.869847e-02 3.133510e-02 3.308106e-02
[13,] 1.937130e-02 2.363530e-02 2.771734e-02 3.132275e-02 3.421202e-02
[14,] 1.653328e-02 2.087971e-02 2.534694e-02 2.965022e-02 3.351625e-02
[15,] 1.341824e-02 1.752200e-02 2.200481e-02 2.663652e-02 3.116018e-02
[16,] 1.043873e-02 1.405911e-02 1.823123e-02 2.280722e-02 2.758921e-02
[17,] 7.906988e-03 1.092442e-02 1.456572e-02 1.877014e-02 2.342229e-02
[18,] 5.994707e-03 8.413735e-03 1.144002e-02 1.508382e-02 1.931195e-02
[19,] 4.732367e-03 6.656209e-03 9.112934e-03 1.215507e-02 1.581103e-02
[20,] 4.037723e-03 5.626232e-03 7.654208e-03 1.018546e-02 1.327841e-02
[21,] 3.758579e-03 5.182786e-03 6.969081e-03 9.168570e-03 1.183820e-02
[22,] 3.717015e-03 5.120624e-03 6.848386e-03 8.927314e-03 1.139071e-02
[23,] 3.746913e-03 5.220969e-03 7.028721e-03 9.175387e-03 1.166299e-02
[24,] 3.720671e-03 5.293848e-03 7.250837e-03 9.588239e-03 1.228411e-02
[25,] 3.563467e-03 5.207289e-03 7.307571e-03 9.870872e-03 1.286972e-02
[26,] 3.254895e-03 4.900630e-03 7.074815e-03 9.811516e-03 1.310061e-02
[27,] 2.819543e-03 4.381397e-03 6.521406e-03 9.312114e-03 1.278063e-02
[28,] 2.310027e-03 3.708311e-03 5.697736e-03 8.390614e-03 1.186213e-02
[29,] 1.787645e-03 2.966199e-03 4.707950e-03 7.156686e-03 1.043466e-02
[30,] 1.305839e-03 2.240356e-03 3.674905e-03 5.769862e-03 8.682728e-03
[31,] 9.001152e-04 1.597117e-03 2.708293e-03 4.393627e-03 6.827401e-03
[32,] 5.853656e-04 1.074375e-03 1.883839e-03 3.158674e-03 5.070326e-03
[33,] 3.591115e-04 6.818870e-04 1.236544e-03 2.143404e-03 3.555149e-03
[34,] 2.078128e-04 4.082864e-04 7.658432e-04 1.372626e-03 2.353054e-03
[35,] 1.134311e-04 2.306125e-04 4.475030e-04 8.294685e-04 1.469927e-03
[36,] 5.839687e-05 1.228690e-04 2.466876e-04 4.729434e-04 8.665652e-04
[37,] 2.835490e-05 6.174791e-05 1.282827e-04 2.544180e-04 4.820686e-04
[38,] 1.298475e-05 2.926880e-05 6.292685e-05 1.291184e-04 2.530373e-04
[39,] 5.607811e-06 1.308503e-05 2.911598e-05 6.181668e-05 1.253137e-04
[40,] 2.283996e-06 5.517168e-06 1.270679e-05 2.791759e-05 5.854945e-05
[41,] 8.772622e-07 2.193901e-06 5.230377e-06 1.189282e-05 2.580674e-05
[42,] 3.177503e-07 8.227447e-07 2.030525e-06 4.778683e-06 1.073018e-05
[43,] 1.085317e-07 2.909712e-07 7.434449e-07 1.811054e-06 4.208466e-06
[44,] 3.495691e-08 9.704231e-08 2.567091e-07 6.473495e-07 1.556913e-06
[45,] 1.061716e-08 3.052038e-08 8.359394e-08 2.182311e-07 5.432647e-07
[46,] 3.040718e-09 9.051661e-09 2.567079e-08 6.938283e-08 1.787926e-07
[47,] 8.211650e-10 2.531446e-09 7.434049e-09 2.080336e-08 5.549631e-08
[48,] 2.091057e-10 6.675817e-10 2.030134e-09 5.882344e-09 1.624583e-08
[49,] 5.020863e-11 1.660084e-10 5.227934e-10 1.568534e-09 4.485092e-09
[50,] 1.136742e-11 3.892590e-11 1.269501e-10 3.944150e-10 1.167725e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 8.357944e-04 1.007654e-03 1.346475e-03 1.875370e-03 2.603759e-03
 [2,] 1.182750e-03 1.241715e-03 1.496012e-03 1.980706e-03 2.721737e-03
 [3,] 1.824226e-03 1.699233e-03 1.792509e-03 2.149595e-03 2.812578e-03
 [4,] 2.923254e-03 2.536044e-03 2.381179e-03 2.513386e-03 2.988633e-03
 [5,] 4.662580e-03 3.940242e-03 3.449061e-03 3.253736e-03 3.421765e-03
 [6,] 7.208896e-03 6.105123e-03 5.205482e-03 4.588666e-03 4.333377e-03
 [7,] 1.065894e-02 9.182704e-03 7.843988e-03 6.742064e-03 5.969579e-03
 [8,] 1.497718e-02 1.322239e-02 1.148631e-02 9.894792e-03 8.559100e-03
 [9,] 1.994471e-02 1.810938e-02 1.611741e-02 1.412173e-02 1.225518e-02
[10,] 2.514415e-02 2.352582e-02 2.153058e-02 1.932836e-02 1.706984e-02
[11,] 3.000038e-02 2.895905e-02 2.730708e-02 2.520868e-02 2.281779e-02
[12,] 3.388036e-02 3.377069e-02 3.285129e-02 3.124832e-02 2.909285e-02
[13,] 3.623183e-02 3.731994e-02 3.748700e-02 3.678764e-02 3.529726e-02
[14,] 3.672146e-02 3.911138e-02 4.059787e-02 4.114115e-02 4.073105e-02
[15,] 3.532723e-02 3.892291e-02 4.177493e-02 4.374708e-02 4.472821e-02
[16,] 3.235336e-02 3.687204e-02 4.092615e-02 4.430598e-02 4.680710e-02
[17,] 2.836228e-02 3.339788e-02 3.831244e-02 4.286598e-02 4.679312e-02
[18,] 2.404629e-02 2.916435e-02 3.449792e-02 3.982770e-02 4.487689e-02
[19,] 2.007806e-02 2.491446e-02 3.022892e-02 3.586582e-02 4.158945e-02
[20,] 1.698010e-02 2.131629e-02 2.627582e-02 3.178843e-02 3.769898e-02
[21,] 1.504041e-02 1.883737e-02 2.327698e-02 2.836898e-02 3.405296e-02
[22,] 1.428474e-02 1.767073e-02 2.161877e-02 2.618912e-02 3.140126e-02
[23,] 1.450176e-02 1.772082e-02 2.137236e-02 2.552416e-02 3.023727e-02
[24,] 1.530983e-02 1.864592e-02 2.229617e-02 2.629331e-02 3.069082e-02
[25,] 1.624988e-02 1.994599e-02 2.390129e-02 2.808460e-02 3.249749e-02
[26,] 1.688654e-02 2.107801e-02 2.556702e-02 3.025171e-02 3.505579e-02
[27,] 1.689731e-02 2.157538e-02 2.668283e-02 3.206400e-02 3.756468e-02
[28,] 1.613032e-02 2.114422e-02 2.678431e-02 3.287595e-02 3.921232e-02
[29,] 1.461759e-02 1.971313e-02 2.564882e-02 3.227296e-02 3.936849e-02
[30,] 1.254291e-02 1.742489e-02 2.332592e-02 3.015377e-02 3.772745e-02
[31,] 1.017704e-02 1.457621e-02 2.009714e-02 2.672812e-02 3.436092e-02
[32,] 7.802321e-03 1.152782e-02 1.638215e-02 2.243526e-02 2.966937e-02
[33,] 5.649629e-03 8.614502e-03 1.262457e-02 1.781486e-02 2.425398e-02
[34,] 3.862724e-03 6.080536e-03 9.193288e-03 1.337383e-02 1.875568e-02
[35,] 2.493247e-03 4.053035e-03 6.324163e-03 9.488165e-03 1.371315e-02
[36,] 1.519061e-03 2.550767e-03 4.108847e-03 6.359826e-03 9.476519e-03
[37,] 8.735232e-04 1.515493e-03 2.520863e-03 4.026772e-03 6.188155e-03
[38,] 4.740472e-04 8.499225e-04 1.460263e-03 2.407944e-03 3.817600e-03
[39,] 2.427617e-04 4.498870e-04 7.985702e-04 1.359730e-03 2.224674e-03
[40,] 1.173051e-04 2.247431e-04 4.122387e-04 7.249721e-04 1.224409e-03
[41,] 5.348128e-05 1.059479e-04 2.008609e-04 3.649243e-04 6.363778e-04
[42,] 2.300422e-05 4.712898e-05 9.236637e-05 1.734010e-04 3.123053e-04
[43,] 9.334889e-06 1.978078e-05 4.008373e-05 7.777239e-05 1.447009e-04
[44,] 3.573411e-06 7.833035e-06 1.641438e-05 3.292188e-05 6.329144e-05
[45,] 1.290352e-06 2.926323e-06 6.342373e-06 1.315203e-05 2.613112e-05
[46,] 4.395063e-07 1.031327e-06 2.312180e-06 4.958104e-06 1.018288e-05
[47,] 1.412004e-07 3.428710e-07 7.952571e-07 1.763687e-06 3.744948e-06
[48,] 4.278629e-08 1.075239e-07 2.580389e-07 5.919451e-07 1.299716e-06
[49,] 1.222803e-08 3.180545e-08 7.898279e-08 1.874427e-07 4.256443e-07
[50,] 3.295922e-09 8.873647e-09 2.280487e-08 5.599596e-08 1.315255e-07
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 3.516792e-03 4.566683e-03 5.670041e-03 6.714363e-03 7.574329e-03
 [2,] 3.723331e-03 4.954454e-03 6.339313e-03 7.757030e-03 9.053872e-03
 [3,] 3.807831e-03 5.129285e-03 6.722223e-03 8.474107e-03 1.021853e-02
 [4,] 3.854950e-03 5.135447e-03 6.807401e-03 8.784216e-03 1.090836e-02
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 [8,] 3.254257e-03 2.024166e-03 1.198086e-03 6.748035e-04 3.616710e-04
 [9,] 4.527721e-03 2.917530e-03 1.788954e-03 1.043832e-03 5.795747e-04
[10,] 5.939342e-03 3.964729e-03 2.518479e-03 1.522340e-03 8.756542e-04
[11,] 7.345688e-03 5.079764e-03 3.342777e-03 2.093252e-03 1.247337e-03
[12,] 8.565908e-03 6.136368e-03 4.183208e-03 2.713699e-03 1.675191e-03
[13,] 9.418638e-03 6.989274e-03 4.935749e-03 3.316936e-03 2.121175e-03
[14,] 9.766603e-03 7.506597e-03 5.491100e-03 3.822610e-03 2.532372e-03
[15,] 9.554484e-03 7.603952e-03 5.760800e-03 4.153955e-03 2.850598e-03
[16,] 8.826853e-03 7.268848e-03 5.701185e-03 4.257216e-03 3.025873e-03
[17,] 7.720369e-03 6.566890e-03 5.326968e-03 4.116918e-03 3.029727e-03
[18,] 6.434832e-03 5.628552e-03 4.710001e-03 3.761788e-03 2.863850e-03
[19,] 5.195783e-03 4.623116e-03 3.964845e-03 3.259776e-03 2.561291e-03
[20,] 4.223216e-03 3.731021e-03 3.228040e-03 2.705199e-03 2.180454e-03
[21,] 3.715656e-03 3.124809e-03 2.639835e-03 2.204045e-03 1.795188e-03
[22,] 3.849444e-03 2.962918e-03 2.334506e-03 1.863452e-03 1.485577e-03
[23,] 4.784030e-03 3.392542e-03 2.439755e-03 1.788213e-03 1.332992e-03
[24,] 6.660246e-03 4.552031e-03 3.079748e-03 2.082493e-03 1.419982e-03
[25,] 9.581901e-03 6.562533e-03 4.373312e-03 2.851095e-03 1.832129e-03
[26,] 1.358130e-02 9.504331e-03 6.420583e-03 4.193816e-03 2.656981e-03
[27,] 1.858224e-02 1.338357e-02 9.278077e-03 6.189726e-03 3.975977e-03
[28,] 2.438322e-02 1.810545e-02 1.293129e-02 8.874809e-03 5.849175e-03
[29,] 3.068181e-02 2.347412e-02 1.728081e-02 1.222348e-02 8.298309e-03
[30,] 3.714564e-02 2.923229e-02 2.215718e-02 1.614759e-02 1.129821e-02
[31,] 4.350980e-02 3.513502e-02 2.736860e-02 2.052169e-02 1.478616e-02
[32,] 4.965741e-02 4.102885e-02 3.276659e-02 2.523016e-02 1.869133e-02
[33,] 5.563562e-02 4.689389e-02 3.829715e-02 3.021537e-02 2.297315e-02
[34,] 6.158102e-02 5.281359e-02 4.400152e-02 3.549575e-02 2.764581e-02
[35,] 6.757208e-02 5.886800e-02 4.994824e-02 4.112929e-02 3.276391e-02
[36,] 7.346970e-02 6.498827e-02 5.611270e-02 4.712189e-02 3.835821e-02
[37,] 7.882568e-02 7.084096e-02 6.225550e-02 5.331330e-02 4.433725e-02
[38,] 8.291783e-02 7.580904e-02 6.786523e-02 5.929667e-02 5.039740e-02
[39,] 8.491657e-02 7.909963e-02 7.221159e-02 6.442532e-02 5.599349e-02
[40,] 8.412773e-02 7.995120e-02 7.450831e-02 6.792720e-02 6.040524e-02
[41,] 8.021976e-02 7.786587e-02 7.413333e-02 6.909900e-02 6.289430e-02
[42,] 7.334978e-02 7.277829e-02 7.082436e-02 6.751166e-02 6.290307e-02
[43,] 6.414573e-02 6.509941e-02 6.477585e-02 6.314986e-02 6.022274e-02
[44,] 5.355894e-02 5.562477e-02 5.660452e-02 5.643387e-02 5.506685e-02
[45,] 4.264637e-02 4.534746e-02 4.720230e-02 4.812021e-02 4.802520e-02
[46,] 3.235622e-02 3.524396e-02 3.753387e-02 3.912234e-02 3.991950e-02
[47,] 2.337639e-02 2.609829e-02 2.844614e-02 3.031573e-02 3.161594e-02
[48,] 1.607284e-02 1.840446e-02 2.054030e-02 2.238543e-02 2.385614e-02
[49,] 1.051136e-02 1.235402e-02 1.412612e-02 1.574863e-02 1.715037e-02
[50,] 6.534682e-03 7.889380e-03 9.249134e-03 1.055377e-02 1.174695e-02
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.020691e-06 3.868359e-07 1.395103e-07 4.787770e-08 1.563532e-08
 [2,] 2.558832e-06 1.004654e-06 3.753520e-07 1.334469e-07 4.514655e-08
 [3,] 6.048062e-06 2.459993e-06 9.521348e-07 3.506798e-07 1.229050e-07
 [4,] 1.347777e-05 5.679082e-06 2.277117e-06 8.688409e-07 3.154581e-07
 [5,] 2.831698e-05 1.236089e-05 5.134516e-06 2.029537e-06 7.633805e-07
 [6,] 5.609229e-05 2.536580e-05 1.091544e-05 4.469729e-06 1.741678e-06
 [7,] 1.047579e-04 4.907663e-05 2.187811e-05 9.280952e-06 3.746466e-06
 [8,] 1.844580e-04 8.952167e-05 4.134337e-05 1.816901e-05 7.598066e-06
 [9,] 3.062216e-04 1.539604e-04 7.365958e-05 3.353491e-05 1.452819e-05
[10,] 4.792933e-04 2.496417e-04 1.237314e-04 5.835664e-05 2.619072e-05
[11,] 7.072854e-04 3.816389e-04 1.959557e-04 9.574385e-05 4.451543e-05
[12,] 9.840481e-04 5.500678e-04 2.925928e-04 1.481013e-04 7.133474e-05
[13,] 1.290826e-03 7.474952e-04 4.119054e-04 2.159906e-04 1.077753e-04
[14,] 1.596443e-03 9.577054e-04 5.467150e-04 2.969883e-04 1.535202e-04
[15,] 1.861589e-03 1.156893e-03 6.841605e-04 3.850125e-04 2.061775e-04
[16,] 2.046862e-03 1.317680e-03 8.072335e-04 4.705957e-04 2.610661e-04
[17,] 2.122494e-03 1.415238e-03 8.980773e-04 5.423460e-04 3.116767e-04
[18,] 2.076695e-03 1.433783e-03 9.422836e-04 5.893992e-04 3.508594e-04
[19,] 1.919804e-03 1.371298e-03 9.328764e-04 6.042038e-04 3.724954e-04
[20,] 1.683099e-03 1.240985e-03 8.726767e-04 5.847591e-04 3.731665e-04
[21,] 1.413417e-03 1.069297e-03 7.743855e-04 5.355995e-04 3.532906e-04
[22,] 1.166445e-03 8.919005e-04 6.587316e-04 4.673649e-04 3.174084e-04
[23,] 1.001778e-03 7.497319e-04 5.518777e-04 3.954401e-04 2.736976e-04
[24,] 9.814472e-04 6.869595e-04 4.835184e-04 3.385605e-04 2.331563e-04
[25,] 1.171116e-03 7.512722e-04 4.865206e-04 3.182026e-04 2.090414e-04
[26,] 1.641007e-03 9.951626e-04 5.978421e-04 3.590119e-04 2.169506e-04
[27,] 2.462952e-03 1.475722e-03 8.593652e-04 4.897326e-04 2.754882e-04
[28,] 3.701701e-03 2.250774e-03 1.316906e-03 7.435478e-04 4.069785e-04
[29,] 5.402418e-03 3.371238e-03 2.016482e-03 1.156852e-03 6.375152e-04
[30,] 7.580555e-03 4.872798e-03 2.998888e-03 1.766476e-03 9.960082e-04
[31,] 1.022213e-02 6.772467e-03 4.295867e-03 2.606959e-03 1.512809e-03
[32,] 1.329932e-02 9.075225e-03 5.932048e-03 3.710649e-03 2.219522e-03
[33,] 1.679745e-02 1.179101e-02 7.934678e-03 5.112965e-03 3.151869e-03
[34,] 2.073860e-02 1.495399e-02 1.034772e-02 6.862021e-03 4.356066e-03
[35,] 2.518077e-02 1.862839e-02 1.324005e-02 9.026774e-03 5.895837e-03
[36,] 3.017664e-02 2.288492e-02 1.669409e-02 1.169339e-02 7.853227e-03
[37,] 3.569481e-02 2.774198e-02 2.076525e-02 1.493978e-02 1.031450e-02
[38,] 4.153106e-02 3.308618e-02 2.541645e-02 1.878596e-02 1.333566e-02
[39,] 4.725476e-02 3.860621e-02 3.045000e-02 2.313198e-02 1.689159e-02
[40,] 5.223175e-02 4.378063e-02 3.547132e-02 2.770930e-02 2.082519e-02
[41,] 5.573760e-02 4.794605e-02 3.991620e-02 3.207592e-02 2.482173e-02
[42,] 5.713419e-02 5.043892e-02 4.315104e-02 3.567492e-02 2.843157e-02
[43,] 5.604921e-02 5.076860e-02 4.462328e-02 3.795102e-02 3.114852e-02
[44,] 5.249180e-02 4.875981e-02 4.401219e-02 3.849163e-02 3.252707e-02
[45,] 4.686090e-02 4.461048e-02 4.132440e-02 3.714303e-02 3.230096e-02
[46,] 3.984641e-02 3.884475e-02 3.689826e-02 3.405812e-02 3.046004e-02
[47,] 3.226290e-02 3.218136e-02 3.131712e-02 2.965817e-02 2.725626e-02
[48,] 2.487487e-02 2.536712e-02 2.526577e-02 2.452462e-02 2.313754e-02
[49,] 1.826566e-02 1.903038e-02 1.938120e-02 1.926167e-02 1.863533e-02
[50,] 1.277661e-02 1.359224e-02 1.414233e-02 1.437525e-02 1.424602e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 4.858791e-09 1.436799e-09 4.043065e-10 1.082614e-10 2.758560e-11
 [2,] 1.453411e-08 4.452448e-09 1.297945e-09 3.600490e-10 9.504148e-11
 [3,] 4.098983e-08 1.300856e-08 3.928522e-09 1.128956e-09 3.087246e-10
 [4,] 1.089910e-07 3.583327e-08 1.121061e-08 3.337487e-09 9.454888e-10
 [5,] 2.732328e-07 9.306171e-08 3.016173e-08 9.302279e-09 2.730039e-09
 [6,] 6.458062e-07 2.278678e-07 7.650871e-08 2.444480e-08 7.432050e-09
 [7,] 1.439126e-06 5.260441e-07 1.829754e-07 6.056349e-08 1.907548e-08
 [8,] 3.023588e-06 1.144956e-06 4.125739e-07 1.414694e-07 4.616043e-08
 [9,] 5.989267e-06 2.349537e-06 8.770778e-07 3.115599e-07 1.053153e-07
[10,] 1.118541e-05 4.545727e-06 1.757931e-06 6.469158e-07 2.265376e-07
[11,] 1.969508e-05 8.291854e-06 3.321946e-06 1.266430e-06 4.594269e-07
[12,] 3.269572e-05 1.426026e-05 5.918489e-06 2.337449e-06 8.784556e-07
[13,] 5.117423e-05 2.312226e-05 9.941602e-06 4.067524e-06 1.583618e-06
[14,] 7.551612e-05 3.534768e-05 1.574452e-05 6.673377e-06 2.691588e-06
[15,] 1.050646e-04 5.094712e-05 2.350879e-05 1.032259e-05 4.313145e-06
[16,] 1.378176e-04 6.923216e-05 3.309479e-05 1.505428e-05 6.516393e-06
[17,] 1.704475e-04 8.870132e-05 4.392589e-05 2.069955e-05 9.282170e-06
[18,] 1.987620e-04 1.071514e-04 5.496928e-05 2.683468e-05 1.246589e-05
[19,] 2.185671e-04 1.220516e-04 6.486022e-05 3.280037e-05 1.578472e-05
[20,] 2.267208e-04 1.311167e-04 7.216925e-05 3.780449e-05 1.884568e-05
[21,] 2.220546e-04 1.329215e-04 7.575306e-05 4.109506e-05 2.121831e-05
[22,] 2.058845e-04 1.273693e-04 7.508723e-05 4.215948e-05 2.253759e-05
[23,] 1.820115e-04 1.158865e-04 7.048342e-05 4.089188e-05 2.260942e-05
[24,] 1.563670e-04 1.013515e-04 6.314868e-05 3.768516e-05 2.148904e-05
[25,] 1.366328e-04 8.790460e-05 5.512919e-05 3.344467e-05 1.951761e-05
[26,] 1.321692e-04 8.085253e-05 4.924943e-05 2.956776e-05 1.732776e-05
[27,] 1.543830e-04 8.683160e-05 4.916955e-05 2.796142e-05 1.585203e-05
[28,] 2.173624e-04 1.142338e-04 5.962497e-05 3.116042e-05 1.637627e-05
[29,] 3.383789e-04 1.737289e-04 8.681244e-05 4.256426e-05 2.066725e-05
[30,] 5.379105e-04 2.786570e-04 1.388142e-04 6.676113e-05 3.117829e-05
[31,] 8.392909e-04 4.452327e-04 2.259898e-04 1.098997e-04 5.132296e-05
[32,] 1.268777e-03 6.928972e-04 3.614574e-04 1.801487e-04 8.583359e-05
[33,] 1.857298e-03 1.045564e-03 5.620609e-04 2.884434e-04 1.413036e-04
[34,] 2.644682e-03 1.534486e-03 8.503537e-04 4.498597e-04 2.271151e-04
[35,] 3.685268e-03 2.202543e-03 1.257765e-03 6.858634e-04 3.569704e-04
[36,] 5.050847e-03 3.107842e-03 1.828004e-03 1.027128e-03 5.510077e-04
[37,] 6.824380e-03 4.322234e-03 2.618098e-03 1.515538e-03 8.378719e-04
[38,] 9.078377e-03 5.919422e-03 3.693065e-03 2.202759e-03 1.255213e-03
[39,] 1.183705e-02 7.949504e-03 5.110614e-03 3.142255e-03 1.846347e-03
[40,] 1.503077e-02 1.040280e-02 6.895400e-03 4.372874e-03 2.650996e-03
[41,] 1.846077e-02 1.317395e-02 9.008218e-03 5.895656e-03 3.689739e-03
[42,] 2.179579e-02 1.604326e-02 1.132163e-02 7.650408e-03 4.945143e-03
[43,] 2.461481e-02 1.869138e-02 1.361611e-02 9.502506e-03 6.346132e-03
[44,] 2.649289e-02 2.075307e-02 1.560673e-02 1.125020e-02 7.764026e-03
[45,] 2.710655e-02 2.189963e-02 1.699933e-02 1.265698e-02 9.026719e-03
[46,] 2.632281e-02 2.192456e-02 1.756189e-02 1.350344e-02 9.951304e-03
[47,] 2.423857e-02 2.080172e-02 1.718706e-02 1.364330e-02 1.038733e-02
[48,] 2.115568e-02 1.869416e-02 1.592311e-02 1.304388e-02 1.025669e-02
[49,] 1.750203e-02 1.591056e-02 1.396130e-02 1.179587e-02 9.575672e-03
[50,] 1.372811e-02 1.282627e-02 1.158512e-02 1.008885e-02 8.450756e-03

> 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  
    57.5954       0.5711  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/110tb1226518352.ps tmp/110tb1226518352.png")
> system("convert tmp/28iim1226518352.ps tmp/28iim1226518352.png")
> system("convert tmp/3ykko1226518352.ps tmp/3ykko1226518352.png")
> system("convert tmp/4o5v51226518352.ps tmp/4o5v51226518352.png")
> system("convert tmp/522fg1226518352.ps tmp/522fg1226518352.png")
> system("convert tmp/60vyo1226518352.ps tmp/60vyo1226518352.png")
> system("convert tmp/7awus1226518352.ps tmp/7awus1226518352.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.105   1.246   2.718