R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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(100.00,100.00,103.56,103.77,98.54,93.10,91.63,90.38,89.33,87.24,85.15,84.10,82.64,81.59,81.59,81.17,81.38,81.38,82.22,82.43,83.05,83.68,84.52,87.45,90.38,91.42,92.05,91.63,91.21,91.21,92.05,92.26,92.68,92.47,93.31,96.44,100.00,102.09,103.56,103.56,103.14,103.14,102.72,102.09,101.05,101.05,101.46,104.39,107.53,110.04,111.51,110.46,104.39,99.37,96.86,94.56,94.14,93.72,93.93,95.61,97.07)
> y <- c(100.00,110.08,123.28,106.30,114.60,110.22,117.82,138.84,131.13,153.26,148.76,110.75,132.00,138.55,126.50,119.47,152.49,152.46,134.08,162.33,130.46,142.83,148.39,122.88,125.86,133.31,140.97,110.30,123.04,125.99,112.24,136.10,111.86,109.63,135.75,114.39,121.79,101.33,147.01,113.01,101.89,117.85,128.68,117.27,121.55,109.18,127.88,104.92,100.93,116.79,107.50,109.18,128.31,83.80,93.16,103.99,106.33,97.55,111.71,105.43,103.62)
> x <- c(100.00,100.00,93.55,88.17,89.25,91.40,92.47,91.40,88.17,87.10,84.95,92.47,93.55,93.55,91.40,90.32,91.40,93.55,93.55,92.47,91.40,89.25,86.02,88.17,87.10,87.10,86.02,84.95,84.95,86.02,86.02,84.95,86.02,82.80,77.42,80.65,78.49,75.27,75.27,75.27,77.42,78.49,76.34,73.12,68.82,65.59,69.89,82.80,84.95,80.65,74.19,70.97,74.19,82.80,86.02,86.02,82.80,78.49,79.57,87.10,89.25)
> 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 2.23 loaded
Copyright M. P. Wand 1997-2009

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/11ukd1260990697.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/2ju7x1260990697.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/34yxg1260990697.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/44fqk1260990697.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/577uf1260990697.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  
    82.5147       0.4561  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/64bk81260990697.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]  73.12417  75.16257  77.20097  79.23938  81.27778  83.31618  85.35458
 [8]  87.39298  89.43138  91.46978  93.50818  95.54658  97.58499  99.62339
[15] 101.66179 103.70019 105.73859 107.77699 109.81539 111.85379 113.89219
[22] 115.93060 117.96900 120.00740 122.04580 124.08420 126.12260 128.16100
[29] 130.19940 132.23781 134.27621 136.31461 138.35301 140.39141 142.42981
[36] 144.46821 146.50661 148.54501 150.58342 152.62182 154.66022 156.69862
[43] 158.73702 160.77542 162.81382 164.85222 166.89062 168.92903 170.96743
[50] 173.00583

$yords
 [1]  76.36411  77.17946  77.99480  78.81014  79.62548  80.44083  81.25617
 [8]  82.07151  82.88685  83.70219  84.51754  85.33288  86.14822  86.96356
[15]  87.77891  88.59425  89.40959  90.22493  91.04028  91.85562  92.67096
[22]  93.48630  94.30164  95.11699  95.93233  96.74767  97.56301  98.37836
[29]  99.19370 100.00904 100.82438 101.63972 102.45507 103.27041 104.08575
[36] 104.90109 105.71644 106.53178 107.34712 108.16246 108.97781 109.79315
[43] 110.60849 111.42383 112.23917 113.05452 113.86986 114.68520 115.50054
[50] 116.31589

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.539221e-17 1.065075e-16 6.709094e-16 3.847498e-15 2.009021e-14
 [2,] 2.290694e-16 1.494020e-15 8.870579e-15 4.794859e-14 2.359827e-13
 [3,] 3.027817e-15 1.861281e-14 1.041607e-13 5.306698e-13 2.461608e-12
 [4,] 3.555203e-14 2.059759e-13 1.086385e-12 5.216540e-12 2.280619e-11
 [5,] 3.709114e-13 2.025167e-12 1.006642e-11 4.555403e-11 1.876941e-10
 [6,] 3.439365e-12 1.769564e-11 8.288761e-11 3.534755e-10 1.372481e-09
 [7,] 2.835716e-11 1.374653e-10 6.067013e-10 2.437905e-09 8.919593e-09
 [8,] 2.079950e-10 9.498471e-10 3.949368e-09 1.495134e-08 5.153876e-08
 [9,] 1.358145e-09 5.841496e-09 2.287722e-08 8.158053e-08 2.649060e-07
[10,] 7.901882e-09 3.200109e-08 1.180150e-07 3.963211e-07 1.212015e-06
[11,] 4.101087e-08 1.563281e-07 5.427008e-07 1.715790e-06 4.940346e-06
[12,] 1.901388e-07 6.819050e-07 2.227514e-06 6.627530e-06 1.796063e-05
[13,] 7.888646e-07 2.660377e-06 8.173303e-06 2.287458e-05 5.831892e-05
[14,] 2.934916e-06 9.301661e-06 2.686093e-05 7.067434e-05 1.694253e-04
[15,] 9.814777e-06 2.921329e-05 7.924426e-05 1.958961e-04 4.413147e-04
[16,] 2.957854e-05 8.262644e-05 2.104004e-04 4.883647e-04 1.033256e-03
[17,] 8.054317e-05 2.110336e-04 5.041496e-04 1.098106e-03 2.180771e-03
[18,] 1.986629e-04 4.880212e-04 1.093316e-03 2.233804e-03 4.162541e-03
[19,] 4.448047e-04 1.024354e-03 2.151903e-03 4.124038e-03 7.211199e-03
[20,] 9.055437e-04 1.955773e-03 3.854410e-03 6.932843e-03 1.138424e-02
[21,] 1.678316e-03 3.403073e-03 6.299692e-03 1.065099e-02 1.645638e-02
[22,] 2.834926e-03 5.407227e-03 9.424435e-03 1.502157e-02 2.191983e-02
[23,] 4.371075e-03 7.867335e-03 1.296113e-02 1.957254e-02 2.714743e-02
[24,] 6.169747e-03 1.052960e-02 1.649735e-02 2.378779e-02 3.167823e-02
[25,] 8.015152e-03 1.306374e-02 1.964225e-02 2.735476e-02 3.547661e-02
[26,] 9.671627e-03 1.520821e-02 2.222119e-02 3.034175e-02 3.898481e-02
[27,] 1.099311e-02 1.690153e-02 2.436999e-02 3.316754e-02 4.288736e-02
[28,] 1.199322e-02 1.830590e-02 2.644629e-02 3.634487e-02 4.767988e-02
[29,] 1.282335e-02 1.969443e-02 2.879218e-02 4.012492e-02 5.326446e-02
[30,] 1.366762e-02 2.126370e-02 3.147869e-02 4.423765e-02 5.880157e-02
[31,] 1.461678e-02 2.297752e-02 3.417504e-02 4.788411e-02 6.294626e-02
[32,] 1.559033e-02 2.452825e-02 3.622722e-02 5.002835e-02 6.442248e-02
[33,] 1.634861e-02 2.544818e-02 3.693979e-02 4.989442e-02 6.269647e-02
[34,] 1.659930e-02 2.533977e-02 3.595286e-02 4.744089e-02 5.839792e-02
[35,] 1.616157e-02 2.412698e-02 3.352705e-02 4.354457e-02 5.321415e-02
[36,] 1.511139e-02 2.219073e-02 3.055536e-02 3.973820e-02 4.923845e-02
[37,] 1.381794e-02 2.028199e-02 2.823909e-02 3.756944e-02 4.803791e-02
[38,] 1.281981e-02 1.921076e-02 2.754084e-02 3.785747e-02 4.986987e-02
[39,] 1.257372e-02 1.943876e-02 2.867102e-02 4.021914e-02 5.346121e-02
[40,] 1.319453e-02 2.078882e-02 3.089832e-02 4.316424e-02 5.655230e-02
[41,] 1.434143e-02 2.246496e-02 3.285102e-02 4.479706e-02 5.700813e-02
[42,] 1.535006e-02 2.342588e-02 3.320280e-02 4.378181e-02 5.388824e-02
[43,] 1.556659e-02 2.292400e-02 3.135351e-02 3.998618e-02 4.779837e-02
[44,] 1.468893e-02 2.087498e-02 2.766634e-02 3.438520e-02 4.031478e-02
[45,] 1.289190e-02 1.781597e-02 2.312161e-02 2.834012e-02 3.295820e-02
[46,] 1.066275e-02 1.451152e-02 1.868061e-02 2.282157e-02 2.648367e-02
[47,] 8.488790e-03 1.152034e-02 1.483492e-02 1.810818e-02 2.088567e-02
[48,] 6.630338e-03 9.017235e-03 1.159316e-02 1.402587e-02 1.588607e-02
[49,] 5.104421e-03 6.912180e-03 8.771147e-03 1.037247e-02 1.137768e-02
[50,] 3.819473e-03 5.078922e-03 6.268457e-03 7.149180e-03 7.510386e-03
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.554696e-14 4.141665e-13 1.638836e-12 5.940571e-12 1.988362e-11
 [2,] 1.057740e-12 4.320383e-12 1.610142e-11 5.490805e-11 1.724106e-10
 [3,] 1.039887e-11 4.002579e-11 1.405232e-10 4.510595e-10 1.330541e-09
 [4,] 9.079898e-11 3.293473e-10 1.089373e-09 3.292474e-09 9.132121e-09
 [5,] 7.042453e-10 2.407199e-09 7.501901e-09 2.135325e-08 5.572052e-08
 [6,] 4.852877e-09 1.563097e-08 4.589702e-08 1.230470e-07 3.021881e-07
 [7,] 2.971810e-08 9.019398e-08 2.495175e-07 6.300845e-07 1.456635e-06
 [8,] 1.617867e-07 4.626223e-07 1.205714e-06 2.867784e-06 6.241510e-06
 [9,] 7.833694e-07 2.110174e-06 5.180629e-06 1.160541e-05 2.377973e-05
[10,] 3.375674e-06 8.564478e-06 1.980357e-05 4.177793e-05 8.058997e-05
[11,] 1.295608e-05 3.095275e-05 6.739518e-05 1.338707e-04 2.430901e-04
[12,] 4.433615e-05 9.970949e-05 2.043788e-04 3.821628e-04 6.531572e-04
[13,] 1.354528e-04 2.866528e-04 5.529415e-04 9.730334e-04 1.564983e-03
[14,] 3.700732e-04 7.366328e-04 1.336673e-03 2.212945e-03 3.348798e-03
[15,] 9.060456e-04 1.695470e-03 2.892847e-03 4.504285e-03 6.412567e-03
[16,] 1.992760e-03 3.503886e-03 5.619070e-03 8.226400e-03 1.101898e-02
[17,] 3.948977e-03 6.521569e-03 9.827081e-03 1.352727e-02 1.705711e-02
[18,] 7.075224e-03 1.097280e-02 1.553779e-02 2.012130e-02 2.392036e-02
[19,] 1.150757e-02 1.676745e-02 2.233186e-02 2.725316e-02 3.064738e-02
[20,] 1.707435e-02 2.341086e-02 2.939734e-02 3.394011e-02 3.634274e-02
[21,] 2.325693e-02 3.011260e-02 3.583233e-02 3.943666e-02 4.068419e-02
[22,] 2.933410e-02 3.610704e-02 4.109530e-02 4.368521e-02 4.421109e-02
[23,] 3.469275e-02 4.105291e-02 4.535994e-02 4.747001e-02 4.817893e-02
[24,] 3.916120e-02 4.528287e-02 4.953629e-02 5.212817e-02 5.399739e-02
[25,] 4.315711e-02 4.971263e-02 5.487752e-02 5.890320e-02 6.248787e-02
[26,] 4.750967e-02 5.538885e-02 6.231242e-02 6.821771e-02 7.329449e-02
[27,] 5.299461e-02 6.286070e-02 7.180501e-02 7.921039e-02 8.475018e-02
[28,] 5.979802e-02 7.168242e-02 8.207373e-02 8.981569e-02 9.435227e-02
[29,] 6.719399e-02 8.033593e-02 9.089089e-02 9.746652e-02 9.974400e-02
[30,] 7.365180e-02 8.670774e-02 9.594110e-02 1.001956e-01 9.979911e-02
[31,] 7.740893e-02 8.899320e-02 9.590471e-02 9.762908e-02 9.525718e-02
[32,] 7.730433e-02 8.662868e-02 9.122217e-02 9.132581e-02 8.853399e-02
[33,] 7.346848e-02 8.074762e-02 8.408539e-02 8.422735e-02 8.276204e-02
[34,] 6.746802e-02 7.385425e-02 7.759529e-02 7.945271e-02 8.050186e-02
[35,] 6.175621e-02 6.881449e-02 7.445878e-02 7.898267e-02 8.267182e-02
[36,] 5.863964e-02 6.760926e-02 7.580169e-02 8.278701e-02 8.811919e-02
[37,] 5.921903e-02 7.040575e-02 8.061420e-02 8.877122e-02 9.404738e-02
[38,] 6.280309e-02 7.539482e-02 8.612667e-02 9.364980e-02 9.722046e-02
[39,] 6.714102e-02 7.956683e-02 8.905589e-02 9.444782e-02 9.544087e-02
[40,] 6.946838e-02 8.014711e-02 8.717112e-02 8.988088e-02 8.848255e-02
[41,] 6.787764e-02 7.594004e-02 8.029054e-02 8.077579e-02 7.789022e-02
[42,] 6.220728e-02 6.774882e-02 7.007060e-02 6.927734e-02 6.584317e-02
[43,] 5.387646e-02 5.761763e-02 5.879158e-02 5.748055e-02 5.397395e-02
[44,] 4.483761e-02 4.751039e-02 4.808364e-02 4.650727e-02 4.294495e-02
[45,] 3.646685e-02 3.841082e-02 3.846547e-02 3.653614e-02 3.282944e-02
[46,] 2.915261e-02 3.034883e-02 2.977392e-02 2.743998e-02 2.370215e-02
[47,] 2.266353e-02 2.303717e-02 2.185852e-02 1.931491e-02 1.587702e-02
[48,] 1.676557e-02 1.642694e-02 1.490800e-02 1.251831e-02 9.726340e-03
[49,] 1.153580e-02 1.078671e-02 9.291995e-03 7.373554e-03 5.394147e-03
[50,] 7.252357e-03 6.430481e-03 5.234347e-03 3.913438e-03 2.690420e-03
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.252309e-11 1.911686e-10 6.008976e-10 2.056005e-09 7.758510e-09
 [2,] 5.053014e-10 1.420821e-09 4.018879e-09 1.211432e-08 4.011011e-08
 [3,] 3.646813e-09 9.497471e-09 2.446183e-08 6.578688e-08 1.923288e-07
 [4,] 2.345925e-08 5.686531e-08 1.345744e-07 3.267314e-07 8.511537e-07
 [5,] 1.343510e-07 3.041264e-07 6.656406e-07 1.473314e-06 3.453408e-06
 [6,] 6.845307e-07 1.450276e-06 2.949159e-06 5.995932e-06 1.275813e-05
 [7,] 3.101833e-06 6.159773e-06 1.167493e-05 2.192501e-05 4.266175e-05
 [8,] 1.249901e-05 2.328865e-05 4.123228e-05 7.181648e-05 1.285380e-04
 [9,] 4.479325e-05 7.836122e-05 1.298042e-04 2.103339e-04 3.479119e-04
[10,] 1.428116e-04 2.346858e-04 3.641691e-04 5.503513e-04 8.447541e-04
[11,] 4.052795e-04 6.258724e-04 9.107621e-04 1.286701e-03 1.840331e-03
[12,] 1.024527e-03 1.487428e-03 2.032218e-03 2.691176e-03 3.604671e-03
[13,] 2.309683e-03 3.154071e-03 4.052259e-03 5.048254e-03 6.376780e-03
[14,] 4.650783e-03 5.978727e-03 7.240160e-03 8.531431e-03 1.026846e-02
[15,] 8.383380e-03 1.015983e-02 1.164101e-02 1.308433e-02 1.523431e-02
[16,] 1.357199e-02 1.554548e-02 1.695814e-02 1.841606e-02 2.117112e-02
[17,] 1.982885e-02 2.156306e-02 2.262002e-02 2.417118e-02 2.809412e-02
[18,] 2.633805e-02 2.740382e-02 2.806501e-02 3.018920e-02 3.621569e-02
[19,] 3.217296e-02 3.243263e-02 3.309735e-02 3.665155e-02 4.578281e-02
[20,] 3.679113e-02 3.659851e-02 3.806773e-02 4.396961e-02 5.674404e-02
[21,] 4.042047e-02 4.056873e-02 4.372811e-02 5.247457e-02 6.852078e-02
[22,] 4.407060e-02 4.546421e-02 5.083116e-02 6.212806e-02 8.010740e-02
[23,] 4.910990e-02 5.231141e-02 5.969215e-02 7.242569e-02 9.043780e-02
[24,] 5.658724e-02 6.146766e-02 6.991191e-02 8.248953e-02 9.872479e-02
[25,] 6.660091e-02 7.227211e-02 8.035674e-02 9.124650e-02 1.045448e-01
[26,] 7.800657e-02 8.308996e-02 8.941540e-02 9.763811e-02 1.077158e-01
[27,] 8.865087e-02 9.179802e-02 9.549724e-02 1.008800e-01 1.082059e-01
[28,] 9.612757e-02 9.658586e-02 9.763529e-02 1.007605e-01 1.062364e-01
[29,] 9.879257e-02 9.675275e-02 9.595058e-02 9.786582e-02 1.025001e-01
[30,] 9.656765e-02 9.310747e-02 9.173368e-02 9.356354e-02 9.822769e-02
[31,] 9.109679e-02 8.773680e-02 8.705183e-02 8.963855e-02 9.487257e-02
[32,] 8.513615e-02 8.322001e-02 8.400035e-02 8.763471e-02 9.345367e-02
[33,] 8.145094e-02 8.161780e-02 8.386877e-02 8.814640e-02 9.391345e-02
[34,] 8.169524e-02 8.362995e-02 8.654963e-02 9.042789e-02 9.496301e-02
[35,] 8.571117e-02 8.824979e-02 9.048726e-02 9.262233e-02 9.463367e-02
[36,] 9.153156e-02 9.311297e-02 9.329477e-02 9.259754e-02 9.126451e-02
[37,] 9.616630e-02 9.549393e-02 9.282384e-02 8.895607e-02 8.430202e-02
[38,] 9.691870e-02 9.352560e-02 8.811909e-02 8.160181e-02 7.440696e-02
[39,] 9.258638e-02 8.695775e-02 7.967661e-02 7.153746e-02 6.289713e-02
[40,] 8.382522e-02 7.698868e-02 6.889953e-02 6.014662e-02 5.103596e-02
[41,] 7.247076e-02 6.536746e-02 5.724325e-02 4.855687e-02 3.967349e-02
[42,] 6.038363e-02 5.349309e-02 4.569438e-02 3.747227e-02 2.932084e-02
[43,] 4.868509e-02 4.210981e-02 3.480666e-02 2.736791e-02 2.036319e-02
[44,] 3.777954e-02 3.157676e-02 2.499702e-02 1.867784e-02 1.312437e-02
[45,] 2.783938e-02 2.223532e-02 1.669708e-02 1.176647e-02 7.764807e-03
[46,] 1.916303e-02 1.449232e-02 1.024872e-02 6.774410e-03 4.181913e-03
[47,] 1.213992e-02 8.639425e-03 5.727053e-03 3.538624e-03 2.038278e-03
[48,] 6.998511e-03 4.670002e-03 2.894437e-03 1.668601e-03 8.955570e-04
[49,] 3.642967e-03 2.275451e-03 1.317128e-03 7.078796e-04 3.537954e-04
[50,] 1.703552e-03 9.954855e-04 5.380438e-04 2.695655e-04 1.254624e-04
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 3.091552e-08 1.226443e-07 4.645773e-07 1.643127e-06 5.367537e-06
 [2,] 1.422329e-07 5.111864e-07 1.777082e-06 5.813364e-06 1.764744e-05
 [3,] 6.063597e-07 1.966506e-06 6.247842e-06 1.883492e-05 5.296456e-05
 [4,] 2.393089e-06 6.996074e-06 2.026467e-05 5.614754e-05 1.458761e-04
 [5,] 8.709437e-06 2.299459e-05 6.071238e-05 1.544456e-04 3.702006e-04
 [6,] 2.906444e-05 6.957944e-05 1.677826e-04 3.922089e-04 8.674812e-04
 [7,] 8.840248e-05 1.928858e-04 4.263073e-04 9.180643e-04 1.877200e-03
 [8,] 2.438030e-04 4.875022e-04 9.920330e-04 1.975797e-03 3.747700e-03
 [9,] 6.074290e-04 1.119315e-03 2.108109e-03 3.902398e-03 6.899916e-03
[10,] 1.364922e-03 2.331630e-03 4.089114e-03 7.078974e-03 1.174178e-02
[11,] 2.768212e-03 4.414984e-03 7.265084e-03 1.185538e-02 1.859928e-02
[12,] 5.086403e-03 7.646091e-03 1.192644e-02 1.853331e-02 2.778245e-02
[13,] 8.532494e-03 1.224971e-02 1.835459e-02 2.749652e-02 3.982288e-02
[14,] 1.323060e-02 1.845652e-02 2.697704e-02 3.943047e-02 5.566707e-02
[15,] 1.928736e-02 2.664991e-02 3.851353e-02 5.533824e-02 7.640183e-02
[16,] 2.693313e-02 3.743414e-02 5.381898e-02 7.601142e-02 1.022864e-01
[17,] 3.656215e-02 5.138524e-02 7.323764e-02 1.010013e-01 1.315385e-01
[18,] 4.849675e-02 6.845084e-02 9.573749e-02 1.277701e-01 1.599210e-01
[19,] 6.252911e-02 8.736895e-02 1.185382e-01 1.519390e-01 1.819298e-01
[20,] 7.759043e-02 1.056825e-01 1.378303e-01 1.689171e-01 1.932127e-01
[21,] 9.192434e-02 1.205950e-01 1.503987e-01 1.760541e-01 1.926953e-01
[22,] 1.037712e-01 1.302224e-01 1.551313e-01 1.738550e-01 1.829163e-01
[23,] 1.121103e-01 1.343771e-01 1.533479e-01 1.653992e-01 1.683838e-01
[24,] 1.169243e-01 1.343353e-01 1.477493e-01 1.544600e-01 1.532305e-01
[25,] 1.188453e-01 1.318322e-01 1.408363e-01 1.437319e-01 1.397914e-01
[26,] 1.185567e-01 1.281007e-01 1.339456e-01 1.342960e-01 1.287600e-01
[27,] 1.164709e-01 1.236318e-01 1.274163e-01 1.263204e-01 1.202578e-01
[28,] 1.129022e-01 1.186585e-01 1.214255e-01 1.200333e-01 1.145945e-01
[29,] 1.084733e-01 1.137507e-01 1.165553e-01 1.159746e-01 1.120429e-01
[30,] 1.042619e-01 1.098584e-01 1.135216e-01 1.143507e-01 1.119918e-01
[31,] 1.013990e-01 1.076812e-01 1.123308e-01 1.142036e-01 1.124502e-01
[32,] 1.003227e-01 1.068917e-01 1.117023e-01 1.133093e-01 1.105713e-01
[33,] 1.002653e-01 1.059437e-01 1.094027e-01 1.090953e-01 1.039824e-01
[34,] 9.946076e-02 1.027567e-01 1.033762e-01 9.999282e-02 9.201521e-02
[35,] 9.603810e-02 9.585115e-02 9.288122e-02 8.627012e-02 7.600052e-02
[36,] 8.901895e-02 8.513723e-02 7.884264e-02 6.981293e-02 5.850505e-02
[37,] 7.874585e-02 7.184678e-02 6.325872e-02 5.310918e-02 4.211062e-02
[38,] 6.652073e-02 5.777215e-02 4.818729e-02 3.818382e-02 2.850288e-02
[39,] 5.383508e-02 4.443786e-02 3.500847e-02 2.607824e-02 1.824245e-02
[40,] 4.178859e-02 3.271958e-02 2.427867e-02 1.694539e-02 1.106912e-02
[41,] 3.098582e-02 2.294710e-02 1.599640e-02 1.043719e-02 6.355622e-03
[42,] 2.174166e-02 1.517723e-02 9.917941e-03 6.043105e-03 3.433163e-03
[43,] 1.426062e-02 9.352499e-03 5.719915e-03 3.255218e-03 1.732581e-03
[44,] 8.639396e-03 5.308136e-03 3.035253e-03 1.615848e-03 8.135695e-04
[45,] 4.786556e-03 2.749321e-03 1.469310e-03 7.343691e-04 3.568145e-04
[46,] 2.407661e-03 1.290961e-03 6.451894e-04 3.051189e-04 1.486891e-04
[47,] 1.094096e-03 5.472308e-04 2.563422e-04 1.165795e-04 6.086855e-05
[48,] 4.477519e-04 2.089414e-04 9.225904e-05 4.165587e-05 2.547211e-05
[49,] 1.647155e-04 7.182773e-05 3.026701e-05 1.434907e-05 1.110247e-05
[50,] 5.441962e-05 2.226912e-05 9.178754e-06 4.950717e-06 4.934184e-06
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 1.610933e-05 4.429656e-05 1.114124e-04 2.560268e-04 5.371228e-04
 [2,] 4.937116e-05 1.268298e-04 2.985292e-04 6.428932e-04 1.265354e-03
 [3,] 1.377379e-04 3.297565e-04 7.248308e-04 1.460146e-03 2.692068e-03
 [4,] 3.517552e-04 7.829767e-04 1.603734e-03 3.016228e-03 5.200517e-03
 [5,] 8.263381e-04 1.707114e-03 3.252475e-03 5.701502e-03 9.179399e-03
 [6,] 1.791880e-03 3.433402e-03 6.079551e-03 9.924153e-03 1.490740e-02
 [7,] 3.593104e-03 6.391384e-03 1.052463e-02 1.600618e-02 2.244488e-02
 [8,] 6.667581e-03 1.104100e-02 1.695153e-02 2.408018e-02 3.160935e-02
 [9,] 1.146507e-02 1.775929e-02 2.554822e-02 3.407672e-02 4.211869e-02
[10,] 1.834353e-02 2.676678e-02 3.635325e-02 4.590613e-02 5.392288e-02
[11,] 2.755617e-02 3.822954e-02 4.950530e-02 5.981933e-02 6.755621e-02
[12,] 3.943926e-02 5.256716e-02 6.559627e-02 7.665850e-02 8.411659e-02
[13,] 5.471186e-02 7.069916e-02 8.569932e-02 9.751968e-02 1.045201e-01
[14,] 7.449545e-02 9.372974e-02 1.106251e-01 1.226332e-01 1.282237e-01
[15,] 9.962064e-02 1.218265e-01 1.395418e-01 1.500499e-01 1.523413e-01
[16,] 1.293145e-01 1.528479e-01 1.689479e-01 1.753231e-01 1.721830e-01
[17,] 1.601762e-01 1.819430e-01 1.931962e-01 1.929545e-01 1.832838e-01
[18,] 1.866020e-01 2.029959e-01 2.067732e-01 1.989847e-01 1.836528e-01
[19,] 2.029432e-01 2.113923e-01 2.070154e-01 1.929722e-01 1.746039e-01
[20,] 2.062225e-01 2.063190e-01 1.953590e-01 1.779386e-01 1.596351e-01
[21,] 1.975491e-01 1.909668e-01 1.762707e-01 1.584587e-01 1.424039e-01
[22,] 1.812461e-01 1.705827e-01 1.547969e-01 1.384638e-01 1.253763e-01
[23,] 1.624274e-01 1.499014e-01 1.345553e-01 1.202405e-01 1.098315e-01
[24,] 1.448071e-01 1.316944e-01 1.172912e-01 1.048299e-01 9.660551e-02
[25,] 1.300514e-01 1.169853e-01 1.036683e-01 9.287963e-02 8.652477e-02
[26,] 1.185646e-01 1.061043e-01 9.411939e-02 8.494634e-02 8.010749e-02
[27,] 1.105487e-01 9.934960e-02 8.891575e-02 8.106665e-02 7.696311e-02
[28,] 1.062719e-01 9.671854e-02 8.757063e-02 8.018827e-02 7.557874e-02
[29,] 1.054466e-01 9.717628e-02 8.834524e-02 8.014762e-02 7.378267e-02
[30,] 1.065081e-01 9.836559e-02 8.851584e-02 7.838619e-02 6.962674e-02
[31,] 1.066887e-01 9.726712e-02 8.540656e-02 7.301705e-02 6.217669e-02
[32,] 1.030817e-01 9.150816e-02 7.757638e-02 6.361145e-02 5.181222e-02
[33,] 9.404303e-02 8.047692e-02 6.542060e-02 5.127348e-02 3.994298e-02
[34,] 7.998505e-02 6.552945e-02 5.085448e-02 3.802144e-02 2.834673e-02
[35,] 6.307136e-02 4.922199e-02 3.634426e-02 2.588216e-02 1.848820e-02
[36,] 4.610340e-02 3.412362e-02 2.389608e-02 1.619004e-02 1.112205e-02
[37,] 3.135199e-02 2.191063e-02 1.450679e-02 9.360731e-03 6.274590e-03
[38,] 1.994830e-02 1.310545e-02 8.191764e-03 5.086813e-03 3.487281e-03
[39,] 1.194672e-02 7.356435e-03 4.365114e-03 2.710435e-03 2.121191e-03
[40,] 6.763772e-03 3.912133e-03 2.260524e-03 1.543323e-03 1.578482e-03
[41,] 3.627211e-03 1.999822e-03 1.203431e-03 1.037223e-03 1.406265e-03
[42,] 1.844823e-03 1.009072e-03 7.106653e-04 8.263350e-04 1.318312e-03
[43,] 8.950733e-04 5.254745e-04 4.829571e-04 7.042997e-04 1.177158e-03
[44,] 4.218757e-04 2.963715e-04 3.589935e-04 5.815825e-04 9.573017e-04
[45,] 2.001032e-04 1.827751e-04 2.673773e-04 4.416502e-04 6.973958e-04
[46,] 9.940781e-05 1.176241e-04 1.872485e-04 3.018409e-04 4.524876e-04
[47,] 5.232120e-05 7.402239e-05 1.193626e-04 1.841142e-04 2.609396e-04
[48,] 2.822140e-05 4.343086e-05 6.826843e-05 9.991011e-05 1.336458e-04
[49,] 1.480251e-05 2.314420e-05 3.481928e-05 4.817206e-05 6.077583e-05
[50,] 7.237786e-06 1.106223e-05 1.579596e-05 2.062634e-05 2.453690e-05
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 1.028084e-03 1.794484e-03 2.855235e-03 0.0041400613 5.469344e-03
 [2,] 2.274296e-03 3.730436e-03 5.581176e-03 0.0076132643 9.465938e-03
 [3,] 4.537800e-03 6.987250e-03 9.821486e-03 0.0125960117 1.473372e-02
 [4,] 8.209611e-03 1.185337e-02 1.564041e-02 0.0188484770 2.073773e-02
 [5,] 1.355388e-02 1.833285e-02 2.269463e-02 0.0256972591 2.660959e-02
 [6,] 2.057612e-02 2.606633e-02 3.028399e-02 0.0322587155 3.152121e-02
 [7,] 2.898381e-02 3.443832e-02 3.764226e-02 0.0378764954 3.516617e-02
 [8,] 3.831581e-02 4.288885e-02 4.437945e-02 0.0425742929 3.809018e-02
 [9,] 4.825676e-02 5.132994e-02 5.086358e-02 0.0472618954 4.164818e-02
[10,] 5.902672e-02 6.043954e-02 5.827466e-02 0.0534904277 4.751746e-02
[11,] 7.155751e-02 7.152627e-02 6.812952e-02 0.0627371341 5.691957e-02
[12,] 8.709563e-02 8.578308e-02 8.134756e-02 0.0755056587 6.993369e-02
[13,] 1.061607e-01 1.031871e-01 9.735353e-02 0.0907998493 8.535111e-02
[14,] 1.274234e-01 1.218087e-01 1.139339e-01 0.1064422667 1.012297e-01
[15,] 1.474943e-01 1.382823e-01 1.281681e-01 0.1201263392 1.157680e-01
[16,] 1.621710e-01 1.493783e-01 1.378821e-01 0.1304403457 1.278285e-01
[17,] 1.685094e-01 1.536115e-01 1.425327e-01 0.1370878853 1.367994e-01
[18,] 1.662333e-01 1.516693e-01 1.428929e-01 0.1402990728 1.421935e-01
[19,] 1.574514e-01 1.454502e-01 1.400181e-01 0.1402173661 1.436484e-01
[20,] 1.450816e-01 1.367141e-01 1.345735e-01 0.1369653773 1.414322e-01
[21,] 1.313867e-01 1.265180e-01 1.270596e-01 0.1312063842 1.368031e-01
[22,] 1.176474e-01 1.156297e-01 1.184029e-01 0.1243595757 1.315649e-01
[23,] 1.047527e-01 1.050982e-01 1.100120e-01 0.1179873915 1.270072e-01
[24,] 9.371385e-02 9.616499e-02 1.030830e-01 0.1128308202 1.231453e-01
[25,] 8.546381e-02 8.957005e-02 9.782086e-02 0.1083972524 1.189232e-01
[26,] 8.021213e-02 8.498787e-02 9.333313e-02 0.1034408114 1.130961e-01
[27,] 7.706958e-02 8.114637e-02 8.824832e-02 0.0968200659 1.049568e-01
[28,] 7.433351e-02 7.650256e-02 8.147879e-02 0.0880163109 9.443624e-02
[29,] 7.023172e-02 6.994500e-02 7.260692e-02 0.0771206388 8.183968e-02
[30,] 6.364757e-02 6.114834e-02 6.186228e-02 0.0646223218 6.771176e-02
[31,] 5.448275e-02 5.056446e-02 4.995147e-02 0.0513129590 5.293940e-02
[32,] 4.358334e-02 3.920056e-02 3.789674e-02 0.0382674647 3.880013e-02
[33,] 3.234018e-02 2.829444e-02 2.684066e-02 0.0266944163 2.670964e-02
[34,] 2.216145e-02 1.895719e-02 1.777208e-02 0.0176141329 1.776301e-02
[35,] 1.403332e-02 1.188309e-02 1.126177e-02 0.0115409685 1.236341e-02
[36,] 8.323605e-03 7.230662e-03 7.343240e-03 0.0083558112 1.013161e-02
[37,] 4.847391e-03 4.695334e-03 5.579687e-03 0.0074017864 1.008254e-02
[38,] 3.086907e-03 3.694955e-03 5.248279e-03 0.0077178861 1.095555e-02
[39,] 2.423670e-03 3.566026e-03 5.553202e-03 0.0083185842 1.159302e-02
[40,] 2.299763e-03 3.717043e-03 5.818745e-03 0.0084554529 1.126641e-02
[41,] 2.301569e-03 3.732297e-03 5.633699e-03 0.0077916979 9.832753e-03
[42,] 2.190686e-03 3.423304e-03 4.907769e-03 0.0064187188 7.647520e-03
[43,] 1.895867e-03 2.813833e-03 3.812203e-03 0.0047048948 5.286945e-03
[44,] 1.468236e-03 2.059579e-03 2.632571e-03 0.0030638349 3.246061e-03
[45,] 1.012131e-03 1.339631e-03 1.614633e-03 0.0017716282 1.769506e-03
[46,] 6.199582e-04 7.737891e-04 8.792627e-04 0.0009094902 8.563462e-04
[47,] 3.372189e-04 3.968188e-04 4.250772e-04 0.0004144926 3.679042e-04
[48,] 1.628523e-04 1.806593e-04 1.824339e-04 0.0001676951 1.403147e-04
[49,] 6.981949e-05 7.301561e-05 6.950674e-05 0.0000602291 4.750652e-05
[50,] 2.657343e-05 2.619716e-05 2.350878e-05 0.0000192032 1.427856e-05
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 6.581945e-03 7.214639e-03 7.202661e-03 6.549353e-03 5.424875e-03
 [2,] 1.072538e-02 1.107308e-02 1.041679e-02 8.930768e-03 6.981441e-03
 [3,] 1.571523e-02 1.528427e-02 1.355782e-02 1.097636e-02 8.122941e-03
 [4,] 2.082863e-02 1.910333e-02 1.601507e-02 1.229871e-02 8.690005e-03
 [5,] 2.520848e-02 2.187709e-02 1.744460e-02 1.285768e-02 8.860986e-03
 [6,] 2.830421e-02 2.344801e-02 1.806086e-02 1.312028e-02 9.209258e-03
 [7,] 3.027648e-02 2.440201e-02 1.871878e-02 1.402661e-02 1.062226e-02
 [8,] 3.212600e-02 2.600234e-02 2.072651e-02 1.677304e-02 1.412012e-02
 [9,] 3.542899e-02 2.980562e-02 2.545791e-02 2.249736e-02 2.063288e-02
[10,] 4.174457e-02 3.710486e-02 3.391534e-02 3.197082e-02 3.078128e-02
[11,] 5.193871e-02 4.843843e-02 4.641084e-02 4.538059e-02 4.468272e-02
[12,] 6.577301e-02 6.339814e-02 6.247613e-02 6.223209e-02 6.178619e-02
[13,] 8.201247e-02 8.081077e-02 8.097593e-02 8.133677e-02 8.075504e-02
[14,] 9.896912e-02 9.911127e-02 1.002809e-01 1.008561e-01 9.949440e-02
[15,] 1.150559e-01 1.166141e-01 1.184093e-01 1.184867e-01 1.155018e-01
[16,] 1.289618e-01 1.316008e-01 1.332603e-01 1.319595e-01 1.266305e-01
[17,] 1.395286e-01 1.424833e-01 1.431467e-01 1.398552e-01 1.320051e-01
[18,] 1.458013e-01 1.483028e-01 1.475384e-01 1.423173e-01 1.324797e-01
[19,] 1.475049e-01 1.493465e-01 1.474701e-01 1.410372e-01 1.301568e-01
[20,] 1.455318e-01 1.472319e-01 1.450672e-01 1.383034e-01 1.271821e-01
[21,] 1.417345e-01 1.440831e-01 1.423280e-01 1.357206e-01 1.246757e-01
[22,] 1.379058e-01 1.412841e-01 1.400467e-01 1.335533e-01 1.225376e-01
[23,] 1.347106e-01 1.388040e-01 1.376982e-01 1.310761e-01 1.200337e-01
[24,] 1.314773e-01 1.355884e-01 1.342036e-01 1.273870e-01 1.164248e-01
[25,] 1.269390e-01 1.305123e-01 1.287328e-01 1.218641e-01 1.111040e-01
[26,] 1.201446e-01 1.229836e-01 1.208850e-01 1.140511e-01 1.034286e-01
[27,] 1.107881e-01 1.128613e-01 1.104120e-01 1.034689e-01 9.278855e-02
[28,] 9.897136e-02 1.001503e-01 9.712373e-02 8.985235e-02 7.909671e-02
[29,] 8.497247e-02 8.503931e-02 8.125240e-02 7.370401e-02 6.329554e-02
[30,] 6.936754e-02 6.827477e-02 6.390403e-02 5.659135e-02 4.734519e-02
[31,] 5.328171e-02 5.137670e-02 4.704111e-02 4.079660e-02 3.358159e-02
[32,] 3.833515e-02 3.632903e-02 3.287002e-02 2.848215e-02 2.382489e-02
[33,] 2.617393e-02 2.488207e-02 2.301025e-02 2.087996e-02 1.873444e-02
[34,] 1.787639e-02 1.791014e-02 1.792696e-02 1.790657e-02 1.766287e-02
[35,] 1.359346e-02 1.515325e-02 1.684782e-02 1.828906e-02 1.897713e-02
[36,] 1.255940e-02 1.538184e-02 1.810587e-02 2.007330e-02 2.068020e-02
[37,] 1.339494e-02 1.685163e-02 1.973952e-02 2.132162e-02 2.112007e-02
[38,] 1.456433e-02 1.788640e-02 2.015563e-02 2.076681e-02 1.952567e-02
[39,] 1.485282e-02 1.740823e-02 1.862210e-02 1.815997e-02 1.613376e-02
[40,] 1.370930e-02 1.520980e-02 1.537384e-02 1.415216e-02 1.186186e-02
[41,] 1.130696e-02 1.184177e-02 1.129226e-02 9.803564e-03 7.748105e-03
[42,] 8.296801e-03 8.194919e-03 7.368648e-03 6.031455e-03 4.494046e-03
[43,] 5.408499e-03 5.036644e-03 4.269599e-03 3.294641e-03 2.314201e-03
[44,] 3.130630e-03 2.748417e-03 2.196369e-03 1.597710e-03 1.057936e-03
[45,] 1.608808e-03 1.331455e-03 1.003038e-03 6.878229e-04 4.293421e-04
[46,] 7.339558e-04 5.726095e-04 4.066445e-04 2.628687e-04 1.546785e-04
[47,] 2.972492e-04 2.186120e-04 1.463507e-04 8.918313e-05 4.946955e-05
[48,] 1.068694e-04 7.409188e-05 4.675793e-05 2.686007e-05 1.404515e-05
[49,] 3.410887e-05 2.229198e-05 1.326164e-05 7.181464e-06 3.539940e-06
[50,] 9.664122e-06 5.953983e-06 3.339027e-06 1.704510e-06 7.920385e-07
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.094613e-03 2.818256e-03 1.771519e-03 1.020211e-03 5.419909e-04
 [2,] 4.981514e-03 3.251550e-03 1.950341e-03 1.085335e-03 5.715615e-04
 [3,] 5.512172e-03 3.451983e-03 2.020980e-03 1.134344e-03 6.381472e-04
 [4,] 5.699172e-03 3.528201e-03 2.125340e-03 1.305689e-03 8.628667e-04
 [5,] 5.830163e-03 3.789621e-03 2.546426e-03 1.841302e-03 1.450306e-03
 [6,] 6.471451e-03 4.737448e-03 3.708294e-03 3.099898e-03 2.710725e-03
 [7,] 8.393382e-03 7.019877e-03 6.160600e-03 5.559389e-03 5.067483e-03
 [8,] 1.244750e-02 1.135892e-02 1.053348e-02 9.779104e-03 9.011887e-03
 [9,] 1.941438e-02 1.843387e-02 1.742676e-02 1.627623e-02 1.495979e-02
[10,] 2.982022e-02 2.869351e-02 2.719775e-02 2.528713e-02 2.300014e-02
[11,] 4.371520e-02 4.208971e-02 3.965967e-02 3.645959e-02 3.262376e-02
[12,] 6.043498e-02 5.779604e-02 5.380789e-02 4.864576e-02 4.263689e-02
[13,] 7.844253e-02 7.408536e-02 6.780396e-02 6.004248e-02 5.146672e-02
[14,] 9.544225e-02 8.860077e-02 7.943035e-02 6.880232e-02 5.784097e-02
[15,] 1.089447e-01 9.911410e-02 8.696189e-02 7.388656e-02 6.146479e-02
[16,] 1.172020e-01 1.044906e-01 8.999621e-02 7.560540e-02 6.316640e-02
[17,] 1.200267e-01 1.052449e-01 8.963159e-02 7.537975e-02 6.430624e-02
[18,] 1.188667e-01 1.032026e-01 8.777217e-02 7.482614e-02 6.584561e-02
[19,] 1.159496e-01 1.004285e-01 8.602864e-02 7.482955e-02 6.777690e-02
[20,] 1.130623e-01 9.818854e-02 8.500460e-02 7.525090e-02 6.928489e-02
[21,] 1.108416e-01 9.663518e-02 8.435992e-02 7.531838e-02 6.936769e-02
[22,] 1.089422e-01 9.520936e-02 8.334348e-02 7.420310e-02 6.734834e-02
[23,] 1.066503e-01 9.317429e-02 8.121636e-02 7.131036e-02 6.299118e-02
[24,] 1.032691e-01 8.981676e-02 7.734087e-02 6.627809e-02 5.639242e-02
[25,] 9.809621e-02 8.441099e-02 7.118102e-02 5.898013e-02 4.793291e-02
[26,] 9.038194e-02 7.633906e-02 6.250226e-02 4.969071e-02 3.833739e-02
[27,] 7.964189e-02 6.549965e-02 5.170618e-02 3.924485e-02 2.865832e-02
[28,] 6.619506e-02 5.269414e-02 3.996536e-02 2.894337e-02 2.005388e-02
[29,] 5.142959e-02 3.958462e-02 2.893814e-02 2.016555e-02 1.344392e-02
[30,] 3.746776e-02 2.814868e-02 2.018466e-02 1.390006e-02 9.240030e-03
[31,] 2.638296e-02 1.993935e-02 1.461456e-02 1.044374e-02 7.274826e-03
[32,] 1.942556e-02 1.554913e-02 1.222611e-02 9.374913e-03 6.921558e-03
[33,] 1.663163e-02 1.448458e-02 1.219261e-02 9.760345e-03 7.327673e-03
[34,] 1.691021e-02 1.542789e-02 1.320936e-02 1.049706e-02 7.685557e-03
[35,] 1.850256e-02 1.674887e-02 1.396783e-02 1.068043e-02 7.466419e-03
[36,] 1.963281e-02 1.708902e-02 1.359792e-02 9.874068e-03 6.536502e-03
[37,] 1.912484e-02 1.580337e-02 1.190432e-02 8.169668e-03 5.106200e-03
[38,] 1.673551e-02 1.306791e-02 9.293027e-03 6.017339e-03 3.547291e-03
[39,] 1.305375e-02 9.616705e-03 6.449979e-03 3.938237e-03 2.188968e-03
[40,] 9.051522e-03 6.287817e-03 3.976221e-03 2.288883e-03 1.199370e-03
[41,] 5.574403e-03 3.650757e-03 2.176423e-03 1.181071e-03 5.834172e-04
[42,] 3.048094e-03 1.881877e-03 1.057607e-03 5.410365e-04 2.519399e-04
[43,] 1.479667e-03 8.611836e-04 4.562426e-04 2.200208e-04 9.658265e-05
[44,] 6.376599e-04 3.498537e-04 1.747235e-04 7.942986e-05 3.286877e-05
[45,] 2.439484e-04 1.261710e-04 5.940032e-05 2.545571e-05 9.929990e-06
[46,] 8.284925e-05 4.039377e-05 1.792699e-05 7.242154e-06 2.663148e-06
[47,] 2.497816e-05 1.148022e-05 4.802938e-06 1.829073e-06 6.340484e-07
[48,] 6.685172e-06 2.896450e-06 1.142317e-06 4.100858e-07 1.340077e-07
[49,] 1.588349e-06 6.487290e-07 2.411836e-07 8.162056e-08 2.514308e-08
[50,] 3.350119e-07 1.289856e-07 4.520533e-08 1.442132e-08 4.187819e-09
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.696389e-04 1.297505e-04 6.429570e-05 3.591802e-05 2.410983e-05
 [2,] 2.961777e-04 1.611955e-04 9.930120e-05 7.156832e-05 5.832736e-05
 [3,] 3.829334e-04 2.586262e-04 1.981726e-04 1.661941e-04 1.456463e-04
 [4,] 6.329333e-04 5.107667e-04 4.387984e-04 3.882993e-04 3.448186e-04
 [5,] 1.222435e-03 1.072631e-03 9.577888e-04 8.553047e-04 7.517787e-04
 [6,] 2.425239e-03 2.185876e-03 1.962710e-03 1.736175e-03 1.494221e-03
 [7,] 4.614963e-03 4.169651e-03 3.709985e-03 3.220044e-03 2.698535e-03
 [8,] 8.204737e-03 7.345049e-03 6.422064e-03 5.439756e-03 4.433462e-03
 [9,] 1.348836e-02 1.187644e-02 1.015161e-02 8.379619e-03 6.670499e-03
[10,] 2.040345e-02 1.758349e-02 1.467020e-02 1.184844e-02 9.323923e-03
[11,] 2.834308e-02 2.386739e-02 1.950920e-02 1.559938e-02 1.239189e-02
[12,] 3.621721e-02 2.990282e-02 2.421926e-02 1.957095e-02 1.610580e-02
[13,] 4.287636e-02 3.508213e-02 2.872034e-02 2.405806e-02 2.090136e-02
[14,] 4.772660e-02 3.943075e-02 3.343570e-02 2.957176e-02 2.709574e-02
[15,] 5.109521e-02 4.360511e-02 3.897516e-02 3.635416e-02 3.441488e-02
[16,] 5.397557e-02 4.834792e-02 4.549966e-02 4.386572e-02 4.174919e-02
[17,] 5.725159e-02 5.376053e-02 5.225939e-02 5.070884e-02 4.744145e-02
[18,] 6.098154e-02 5.898770e-02 5.774572e-02 5.516230e-02 5.000500e-02
[19,] 6.430477e-02 6.259858e-02 6.040435e-02 5.599088e-02 4.879544e-02
[20,] 6.599235e-02 6.335415e-02 5.938370e-02 5.296422e-02 4.419757e-02
[21,] 6.513599e-02 6.076894e-02 5.481227e-02 4.679847e-02 3.730155e-02
[22,] 6.147200e-02 5.515490e-02 4.755401e-02 3.871085e-02 2.939860e-02
[23,] 5.528322e-02 4.731799e-02 3.877531e-02 2.997098e-02 2.161738e-02
[24,] 4.717455e-02 3.825474e-02 2.963299e-02 2.165054e-02 1.477402e-02
[25,] 3.795651e-02 2.899404e-02 2.112489e-02 1.452470e-02 9.339853e-03
[26,] 2.859946e-02 2.049591e-02 1.399437e-02 9.024492e-03 5.452081e-03
[27,] 2.010964e-02 1.351087e-02 8.642462e-03 5.227498e-03 2.968853e-03
[28,] 1.330256e-02 8.437229e-03 5.098961e-03 2.920842e-03 1.576195e-03
[29,] 8.595967e-03 5.272266e-03 3.093723e-03 1.727845e-03 9.123725e-04
[30,] 5.941478e-03 3.687124e-03 2.194164e-03 1.240991e-03 6.608449e-04
[31,] 4.907798e-03 3.172302e-03 1.941160e-03 1.112307e-03 5.917286e-04
[32,] 4.850935e-03 3.186951e-03 1.943845e-03 1.093277e-03 5.644227e-04
[33,] 5.106235e-03 3.279421e-03 1.932227e-03 1.041405e-03 5.124964e-04
[34,] 5.160425e-03 3.168478e-03 1.775855e-03 9.075902e-04 4.226810e-04
[35,] 4.763766e-03 2.771111e-03 1.468767e-03 7.090603e-04 3.117065e-04
[36,] 3.942388e-03 2.165622e-03 1.083232e-03 4.933095e-04 2.045231e-04
[37,] 2.905998e-03 1.505719e-03 7.102500e-04 3.049844e-04 1.192152e-04
[38,] 1.903722e-03 9.300504e-04 4.136134e-04 1.674407e-04 6.170237e-05
[39,] 1.107542e-03 5.101038e-04 2.138604e-04 8.161558e-05 2.835214e-05
[40,] 5.720784e-04 2.483869e-04 9.816828e-05 3.531686e-05 1.156542e-05
[41,] 2.623321e-04 1.073723e-04 4.000378e-05 1.356679e-05 4.188141e-06
[42,] 1.067911e-04 4.120416e-05 1.447153e-05 4.626526e-06 1.346367e-06
[43,] 3.859240e-05 1.403693e-05 4.647394e-06 1.400600e-06 3.842255e-07
[44,] 1.238084e-05 4.245066e-06 1.324908e-06 3.764039e-07 9.733975e-08
[45,] 3.525977e-06 1.139666e-06 3.353071e-07 8.979969e-08 2.189146e-08
[46,] 8.914350e-07 2.716136e-07 7.533219e-08 1.901851e-08 4.370592e-09
[47,] 2.000694e-07 5.746539e-08 1.502447e-08 3.575683e-09 7.746161e-10
[48,] 3.986134e-08 1.079298e-08 2.660100e-09 5.967899e-10 1.218745e-10
[49,] 7.050246e-09 1.799524e-09 4.180979e-10 8.842302e-11 1.702239e-11
[50,] 1.106974e-09 2.663511e-10 5.833629e-11 1.163027e-11 2.110614e-12
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.897965e-05 1.620199e-05 1.401350e-05 1.178018e-05 9.400945e-06
 [2,] 5.052739e-05 4.419474e-05 3.771217e-05 3.071024e-05 2.354797e-05
 [3,] 1.284840e-04 1.109832e-04 9.198544e-05 7.215132e-05 5.316658e-05
 [4,] 3.007557e-04 2.530403e-04 2.025551e-04 1.530203e-04 1.089456e-04
 [5,] 6.404380e-04 5.218716e-04 4.033050e-04 2.949829e-04 2.054083e-04
 [6,] 1.236292e-03 9.750043e-04 7.311164e-04 5.241302e-04 3.643174e-04
 [7,] 2.166278e-03 1.661477e-03 1.223866e-03 8.778992e-04 6.252249e-04
 [8,] 3.468941e-03 2.619480e-03 1.935403e-03 1.425930e-03 1.063081e-03
 [9,] 5.149763e-03 3.909859e-03 2.974451e-03 2.298315e-03 1.799624e-03
[10,] 7.253354e-03 5.683808e-03 4.543442e-03 3.689499e-03 2.981089e-03
[11,] 9.970763e-03 8.225111e-03 6.915429e-03 5.792742e-03 4.700599e-03
[12,] 1.366512e-02 1.186796e-02 1.029243e-02 8.653452e-03 6.884802e-03
[13,] 1.868908e-02 1.674728e-02 1.457466e-02 1.201105e-02 9.219783e-03
[14,] 2.501318e-02 2.249728e-02 1.919243e-02 1.526282e-02 1.120222e-02
[15,] 3.190835e-02 2.814677e-02 2.318339e-02 1.763998e-02 1.232819e-02
[16,] 3.799966e-02 3.239175e-02 2.555097e-02 1.853204e-02 1.231846e-02
[17,] 4.177838e-02 3.414684e-02 2.570794e-02 1.775859e-02 1.123370e-02
[18,] 4.228040e-02 3.302686e-02 2.371476e-02 1.561262e-02 9.411747e-03
[19,] 3.947820e-02 2.944726e-02 2.017648e-02 1.267399e-02 7.291040e-03
[20,] 3.416792e-02 2.433550e-02 1.591952e-02 9.548410e-03 5.245550e-03
[21,] 2.752512e-02 1.871135e-02 1.168401e-02 6.689842e-03 3.508125e-03
[22,] 2.067113e-02 1.339315e-02 7.972252e-03 4.351221e-03 2.174682e-03
[23,] 1.444442e-02 8.897988e-03 5.037071e-03 2.614620e-03 1.242567e-03
[24,] 9.348932e-03 5.458449e-03 2.930168e-03 1.442652e-03 6.503064e-04
[25,] 5.577446e-03 3.076847e-03 1.562010e-03 7.277242e-04 3.105211e-04
[26,] 3.064795e-03 1.594335e-03 7.643582e-04 3.366797e-04 1.359449e-04
[27,] 1.572917e-03 7.731451e-04 3.510352e-04 1.467296e-04 5.632242e-05
[28,] 7.963468e-04 3.745949e-04 1.632922e-04 6.572289e-05 2.435602e-05
[29,] 4.523211e-04 2.091895e-04 8.976592e-05 3.558907e-05 1.299440e-05
[30,] 3.285477e-04 1.514646e-04 6.441896e-05 2.518266e-05 9.024957e-06
[31,] 2.904202e-04 1.309325e-04 5.406444e-05 2.040688e-05 7.032102e-06
[32,] 2.666845e-04 1.151030e-04 4.532570e-05 1.627184e-05 5.322897e-06
[33,] 2.300273e-04 9.409769e-05 3.506685e-05 1.190178e-05 3.678313e-06
[34,] 1.793082e-04 6.926986e-05 2.436557e-05 7.802877e-06 2.274850e-06
[35,] 1.247610e-04 4.546162e-05 1.508064e-05 4.553956e-06 1.251824e-06
[36,] 7.719122e-05 2.652064e-05 8.294328e-06 2.361321e-06 6.119312e-07
[37,] 4.241942e-05 1.373958e-05 4.050924e-06 1.087189e-06 2.655987e-07
[38,] 2.069731e-05 6.319698e-06 1.756496e-06 4.443922e-07 1.023421e-07
[39,] 8.965341e-06 2.580575e-06 6.761350e-07 1.612567e-07 3.500825e-08
[40,] 3.447529e-06 9.354543e-07 2.310490e-07 5.194609e-08 1.063089e-08
[41,] 1.176880e-06 3.010310e-07 7.009010e-08 1.485489e-08 2.865828e-09
[42,] 3.566468e-07 8.599657e-08 1.887516e-08 3.771092e-09 6.858224e-10
[43,] 9.594561e-08 2.180880e-08 4.512373e-09 8.498561e-10 1.456980e-10
[44,] 2.291358e-08 4.909796e-09 9.576361e-10 1.700218e-10 2.747747e-11
[45,] 4.857818e-09 9.812407e-10 1.804166e-10 3.019565e-11 4.600238e-12
[46,] 9.142618e-10 1.740879e-10 3.017403e-11 4.760637e-12 6.836989e-13
[47,] 1.527498e-10 2.741843e-11 4.479928e-12 6.662950e-13 9.020490e-14
[48,] 2.265534e-11 3.833509e-12 5.904575e-13 8.278430e-14 1.056514e-14
[49,] 2.982924e-12 4.758080e-13 6.908563e-14 9.130843e-15 1.098505e-15
[50,] 3.486538e-13 5.242612e-14 7.175754e-15 8.940349e-16 1.013934e-16

> 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  
   127.8875      -0.2757  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7w8tu1260990697.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]  61.21657  62.09733  62.97808  63.85883  64.73958  65.62033  66.50109
 [8]  67.38184  68.26259  69.14334  70.02410  70.90485  71.78560  72.66635
[15]  73.54710  74.42786  75.30861  76.18936  77.07011  77.95086  78.83162
[22]  79.71237  80.59312  81.47387  82.35462  83.23538  84.11613  84.99688
[29]  85.87763  86.75838  87.63914  88.51989  89.40064  90.28139  91.16214
[36]  92.04290  92.92365  93.80440  94.68515  95.56590  96.44666  97.32741
[43]  98.20816  99.08891  99.96967 100.85042 101.73117 102.61192 103.49267
[50] 104.37343

$yords
 [1]  76.36411  77.17946  77.99480  78.81014  79.62548  80.44083  81.25617
 [8]  82.07151  82.88685  83.70219  84.51754  85.33288  86.14822  86.96356
[15]  87.77891  88.59425  89.40959  90.22493  91.04028  91.85562  92.67096
[22]  93.48630  94.30164  95.11699  95.93233  96.74767  97.56301  98.37836
[29]  99.19370 100.00904 100.82438 101.63972 102.45507 103.27041 104.08575
[36] 104.90109 105.71644 106.53178 107.34712 108.16246 108.97781 109.79315
[43] 110.60849 111.42383 112.23917 113.05452 113.86986 114.68520 115.50054
[50] 116.31589

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.831114e-28 1.484070e-26 4.114058e-25 1.029196e-23 2.323487e-22
 [2,] 8.676720e-27 2.475153e-25 6.371732e-24 1.480216e-22 3.103182e-21
 [3,] 1.348459e-25 3.572102e-24 8.539246e-23 1.842162e-21 3.586338e-20
 [4,] 1.813415e-24 4.460915e-23 9.902867e-22 1.983861e-20 3.586559e-19
 [5,] 2.110294e-23 4.820718e-22 9.937839e-21 1.848787e-19 3.103846e-18
 [6,] 2.125227e-22 4.508353e-21 8.630667e-20 1.491037e-18 2.324631e-17
 [7,] 1.852629e-21 3.649597e-20 6.488150e-19 1.040927e-17 1.507121e-16
 [8,] 1.399217e-20 2.559542e-19 4.225511e-18 6.295597e-17 8.465236e-16
 [9,] 9.188715e-20 1.560186e-18 2.391277e-17 3.308213e-16 4.131020e-15
[10,] 5.326133e-19 8.373198e-18 1.189528e-16 1.526532e-15 1.769233e-14
[11,] 2.899368e-18 4.165202e-17 5.435560e-16 6.431894e-15 6.892228e-14
[12,] 1.816514e-17 2.278348e-16 2.638309e-15 2.807025e-14 2.732394e-13
[13,] 1.742436e-16 1.816923e-15 1.773983e-14 1.619151e-13 1.376376e-12
[14,] 2.336602e-15 2.083372e-14 1.729990e-13 1.343868e-12 9.788996e-12
[15,] 3.290465e-14 2.613263e-13 1.914628e-12 1.301746e-11 8.259514e-11
[16,] 4.271824e-13 3.081119e-12 2.035131e-11 1.237341e-10 6.965710e-10
[17,] 4.926543e-12 3.256617e-11 1.961274e-10 1.080241e-09 5.468226e-09
[18,] 4.988917e-11 3.038033e-10 1.679630e-09 8.453171e-09 3.886717e-08
[19,] 4.414600e-10 2.484332e-09 1.266430e-08 5.858202e-08 2.465134e-07
[20,] 3.405244e-09 1.774398e-08 8.363529e-08 3.569858e-07 1.382138e-06
[21,] 2.287178e-08 1.104872e-07 4.823719e-07 1.904675e-06 6.809185e-06
[22,] 1.337442e-07 5.993966e-07 2.426554e-06 8.877750e-06 2.937374e-05
[23,] 6.813433e-07 2.834147e-06 1.064627e-05 3.612659e-05 1.107951e-04
[24,] 3.028831e-06 1.169666e-05 4.078734e-05 1.284597e-04 3.655490e-04
[25,] 1.178264e-05 4.225088e-05 1.368133e-04 4.001405e-04 1.057383e-03
[26,] 4.029614e-05 1.341954e-04 4.036506e-04 1.096914e-03 2.694020e-03
[27,] 1.220011e-04 3.774361e-04 1.055125e-03 2.666177e-03 6.092786e-03
[28,] 3.302544e-04 9.496911e-04 2.469515e-03 5.809675e-03 1.237429e-02
[29,] 8.096198e-04 2.166426e-03 5.247940e-03 1.151709e-02 2.292315e-02
[30,] 1.823291e-03 4.548315e-03 1.028782e-02 2.112278e-02 3.942753e-02
[31,] 3.819440e-03 8.906283e-03 1.887043e-02 3.638369e-02 6.396581e-02
[32,] 7.494051e-03 1.639009e-02 3.265269e-02 5.936734e-02 9.874543e-02
[33,] 1.376676e-02 2.834536e-02 5.330795e-02 9.176937e-02 1.449893e-01
[34,] 2.353971e-02 4.580293e-02 8.163015e-02 1.335504e-01 2.010849e-01
[35,] 3.719028e-02 6.864398e-02 1.163519e-01 1.814849e-01 2.610587e-01
[36,] 5.398401e-02 9.485700e-02 1.533947e-01 2.286605e-01 3.146753e-01
[37,] 7.178678e-02 1.204405e-01 1.862231e-01 2.656054e-01 3.496935e-01
[38,] 8.735868e-02 1.401966e-01 2.074099e-01 2.829196e-01 3.558133e-01
[39,] 9.719024e-02 1.492102e-01 2.109911e-01 2.746783e-01 3.290366e-01
[40,] 9.860847e-02 1.445720e-01 1.948834e-01 2.413409e-01 2.743684e-01
[41,] 9.081570e-02 1.267515e-01 1.622882e-01 1.904474e-01 2.047101e-01
[42,] 7.543487e-02 9.983923e-02 1.209418e-01 1.339915e-01 1.357241e-01
[43,] 5.610760e-02 7.014465e-02 8.010093e-02 8.351384e-02 7.950816e-02
[44,] 3.710994e-02 4.367285e-02 4.687199e-02 4.587450e-02 4.097501e-02
[45,] 2.169471e-02 2.396720e-02 2.411997e-02 2.212168e-02 1.852188e-02
[46,] 1.115570e-02 1.154501e-02 1.087700e-02 9.339335e-03 7.331796e-03
[47,] 5.026905e-03 4.866248e-03 4.287889e-03 3.446421e-03 2.541352e-03
[48,] 1.979592e-03 1.790875e-03 1.475421e-03 1.111200e-03 7.728584e-04
[49,] 6.799554e-04 5.746350e-04 4.428537e-04 3.133651e-04 2.072400e-04
[50,] 2.034495e-04 1.606470e-04 1.160074e-04 7.754609e-05 4.946753e-05
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.733604e-21 8.702736e-20 1.443891e-18 2.161842e-17 2.920967e-16
 [2,] 5.870831e-20 1.002316e-18 1.544278e-17 2.147129e-16 2.694051e-15
 [3,] 6.300655e-19 9.989279e-18 1.429222e-16 1.845350e-15 2.150183e-14
 [4,] 5.851364e-18 8.614937e-17 1.144634e-15 1.372455e-14 1.485085e-13
 [5,] 4.702495e-17 6.429478e-16 7.933168e-15 8.833653e-14 8.876937e-13
 [6,] 3.270687e-16 4.152873e-15 4.758710e-14 4.921101e-13 4.592796e-12
 [7,] 1.969260e-15 2.322165e-14 2.471308e-13 2.373613e-12 2.057579e-11
 [8,] 1.027273e-14 1.125090e-13 1.112132e-12 9.922122e-12 7.990150e-11
 [9,] 4.656018e-14 4.736674e-13 4.349606e-12 3.605485e-11 2.698051e-10
[10,] 1.851596e-13 1.749696e-12 1.492907e-11 1.150202e-10 8.002618e-10
[11,] 6.682171e-13 5.858195e-12 4.642499e-11 3.325159e-10 2.152530e-09
[12,] 2.425113e-12 1.957471e-11 1.434292e-10 9.528554e-10 5.735266e-09
[13,] 1.084342e-11 7.876793e-11 5.251300e-10 3.200873e-09 1.778769e-08
[14,] 6.684119e-11 4.265999e-10 2.533087e-09 1.391937e-08 7.042405e-08
[15,] 4.911517e-10 2.742303e-09 1.436196e-08 7.030364e-08 3.200404e-07
[16,] 3.652995e-09 1.793858e-08 8.274519e-08 3.586260e-07 1.456713e-06
[17,] 2.558925e-08 1.114020e-07 4.538146e-07 1.737008e-06 6.255557e-06
[18,] 1.640440e-07 6.392650e-07 2.315178e-06 7.842476e-06 2.497339e-05
[19,] 9.469161e-07 3.335695e-06 1.083948e-05 3.271481e-05 9.235445e-05
[20,] 4.865463e-06 1.562545e-05 4.599181e-05 1.248188e-04 3.146237e-04
[21,] 2.207482e-05 6.504978e-05 1.748296e-04 4.306026e-04 9.781752e-04
[22,] 8.798803e-05 2.390008e-04 5.901282e-04 1.329348e-03 2.746365e-03
[23,] 3.073278e-04 7.719218e-04 1.758799e-03 3.645386e-03 6.902700e-03
[24,] 9.403938e-04 2.189033e-03 4.617444e-03 8.846459e-03 1.545210e-02
[25,] 2.525882e-03 5.459039e-03 1.068885e-02 1.900345e-02 3.079299e-02
[26,] 5.983321e-03 1.202822e-02 2.192008e-02 3.630593e-02 5.489110e-02
[27,] 1.260139e-02 2.361707e-02 4.018851e-02 6.229986e-02 8.847535e-02
[28,] 2.388891e-02 4.187229e-02 6.681988e-02 9.751866e-02 1.311298e-01
[29,] 4.144537e-02 6.823339e-02 1.026759e-01 1.420591e-01 1.824232e-01
[30,] 6.705326e-02 1.042326e-01 1.488090e-01 1.965318e-01 2.427217e-01
[31,] 1.028268e-01 1.517266e-01 2.066336e-01 2.617802e-01 3.119497e-01
[32,] 1.507285e-01 2.120288e-01 2.764092e-01 3.364912e-01 3.864555e-01
[33,] 2.109117e-01 2.836152e-01 3.543531e-01 4.140963e-01 4.565641e-01
[34,] 2.794552e-01 3.596799e-01 4.305120e-01 4.817439e-01 5.075393e-01
[35,] 3.470954e-01 4.276153e-01 4.896048e-01 5.230518e-01 5.243522e-01
[36,] 4.003518e-01 4.716104e-01 5.153765e-01 5.240149e-01 4.981764e-01
[37,] 4.252404e-01 4.779385e-01 4.970756e-01 4.795720e-01 4.313611e-01
[38,] 4.125458e-01 4.410511e-01 4.351922e-01 3.973729e-01 3.378529e-01
[39,] 3.625312e-01 3.674168e-01 3.429303e-01 2.958497e-01 2.380253e-01
[40,] 2.862269e-01 2.741054e-01 2.414558e-01 1.967723e-01 1.504318e-01
[41,] 2.015287e-01 1.818953e-01 1.510628e-01 1.165341e-01 8.539187e-02
[42,] 1.257521e-01 1.068101e-01 8.369070e-02 6.145412e-02 4.381981e-02
[43,] 6.921046e-02 5.531277e-02 4.102658e-02 2.898494e-02 2.058514e-02
[44,] 3.348989e-02 2.523009e-02 1.784408e-02 1.234989e-02 9.008394e-03
[45,] 1.422611e-02 1.015093e-02 6.936819e-03 4.830686e-03 3.736155e-03
[46,] 5.307770e-03 3.620624e-03 2.442496e-03 1.769379e-03 1.481157e-03
[47,] 1.745054e-03 1.156512e-03 7.940195e-04 6.170455e-04 5.580576e-04
[48,] 5.092510e-04 3.363018e-04 2.433890e-04 2.058008e-04 1.963855e-04
[49,] 1.336228e-04 9.097423e-05 7.135293e-05 6.493808e-05 6.321803e-05
[50,] 3.214188e-05 2.337630e-05 1.998624e-05 1.899789e-05 1.830382e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.561587e-15 3.919018e-14 3.891572e-13 3.487310e-12 2.820183e-11
 [2,] 3.050488e-14 3.117111e-13 2.874437e-12 2.392078e-11 1.796490e-10
 [3,] 2.260953e-13 2.145513e-12 1.837360e-11 1.419995e-10 9.904135e-10
 [4,] 1.450206e-12 1.278024e-11 1.016440e-10 7.295701e-10 4.726139e-09
 [5,] 8.050460e-12 6.589039e-11 4.867139e-10 3.244819e-09 1.952499e-08
 [6,] 3.868507e-11 2.940868e-10 2.017842e-09 1.249690e-08 6.986374e-08
 [7,] 1.609843e-10 1.136878e-09 7.247268e-09 4.170658e-08 2.166991e-07
 [8,] 5.808121e-10 3.811412e-09 2.258148e-08 1.208101e-07 5.837506e-07
 [9,] 1.822872e-09 1.112106e-08 6.127773e-08 3.050279e-07 1.372169e-06
[10,] 5.028950e-09 2.855036e-08 1.464773e-07 6.794246e-07 2.850832e-06
[11,] 1.259585e-08 6.664630e-08 3.189994e-07 1.382123e-06 5.425243e-06
[12,] 3.126693e-08 1.543988e-07 6.908572e-07 2.802968e-06 1.032225e-05
[13,] 8.994516e-08 4.133742e-07 1.725861e-06 6.546500e-06 2.257454e-05
[14,] 3.266636e-07 1.384693e-06 5.352084e-06 1.883898e-05 6.036016e-05
[15,] 1.347463e-06 5.220839e-06 1.854036e-05 6.016921e-05 1.781105e-04
[16,] 5.519939e-06 1.940569e-05 6.295616e-05 1.876319e-04 5.119894e-04
[17,] 2.116201e-05 6.697195e-05 1.972098e-04 5.373641e-04 1.348433e-03
[18,] 7.494275e-05 2.117893e-04 5.616596e-04 1.390505e-03 3.195693e-03
[19,] 2.453414e-04 6.155409e-04 1.458989e-03 3.257676e-03 6.817998e-03
[20,] 7.424030e-04 1.651814e-03 3.482595e-03 6.967686e-03 1.319962e-02
[21,] 2.066012e-03 4.094351e-03 7.680770e-03 1.372947e-02 2.344785e-02
[22,] 5.241812e-03 9.331443e-03 1.566868e-02 2.509734e-02 3.868490e-02
[23,] 1.201844e-02 1.942159e-02 2.949787e-02 4.274815e-02 6.000409e-02
[24,] 2.475528e-02 3.671890e-02 5.113221e-02 6.810536e-02 8.860575e-02
[25,] 4.576332e-02 6.302501e-02 8.174159e-02 1.021307e-01 1.261852e-01
[26,] 7.632142e-02 9.881166e-02 1.214674e-01 1.456297e-01 1.752262e-01
[27,] 1.162073e-01 1.433719e-01 1.700657e-01 1.996869e-01 2.381627e-01
[28,] 1.644411e-01 1.959490e-01 2.276139e-01 2.649098e-01 3.144968e-01
[29,] 2.205862e-01 2.563797e-01 2.936102e-01 3.386633e-01 3.969044e-01
[30,] 2.846983e-01 3.235821e-01 3.640955e-01 4.119516e-01 4.698414e-01
[31,] 3.548990e-01 3.924361e-01 4.292136e-01 4.695564e-01 5.138989e-01
[32,] 4.242677e-01 4.521035e-01 4.745437e-01 4.953897e-01 5.148806e-01
[33,] 4.802606e-01 4.884077e-01 4.867580e-01 4.804678e-01 4.718014e-01
[34,] 5.082213e-01 4.896071e-01 4.602400e-01 4.279989e-01 3.978216e-01
[35,] 4.974519e-01 4.521214e-01 4.002374e-01 3.519317e-01 3.132931e-01
[36,] 4.465867e-01 3.828192e-01 3.206495e-01 2.701496e-01 2.359237e-01
[37,] 3.652979e-01 2.966040e-01 2.380578e-01 1.969397e-01 1.744634e-01
[38,] 2.710319e-01 2.105647e-01 1.655415e-01 1.390167e-01 1.287638e-01
[39,] 1.821441e-01 1.377928e-01 1.093859e-01 9.626478e-02 9.425073e-02
[40,] 1.112170e-01 8.406048e-02 6.961297e-02 6.524485e-02 6.665542e-02
[41,] 6.224517e-02 4.850436e-02 4.287743e-02 4.250110e-02 4.412830e-02
[42,] 3.239047e-02 2.678730e-02 2.534550e-02 2.593661e-02 2.664268e-02
[43,] 1.592783e-02 1.418410e-02 1.410707e-02 1.447890e-02 1.440875e-02
[44,] 7.482610e-03 7.122098e-03 7.232164e-03 7.262090e-03 6.901410e-03
[45,] 3.353494e-03 3.326481e-03 3.350693e-03 3.233103e-03 2.907602e-03
[46,] 1.413842e-03 1.416327e-03 1.383524e-03 1.268004e-03 1.074603e-03
[47,] 5.495522e-04 5.407614e-04 5.045716e-04 4.369720e-04 3.520836e-04
[48,] 1.932104e-04 1.831000e-04 1.621123e-04 1.343936e-04 1.118847e-04
[49,] 6.059691e-05 5.482772e-05 4.692420e-05 4.170216e-05 5.135975e-05
[50,] 1.690130e-05 1.498578e-05 1.441609e-05 2.071727e-05 4.902010e-05
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 2.058185e-10 1.355558e-09 8.057142e-09 4.321961e-08 2.092301e-07
 [2,] 1.217594e-09 7.447610e-09 4.111252e-08 2.048264e-07 9.210112e-07
 [3,] 6.234301e-09 3.541709e-08 1.815951e-07 8.403898e-07 3.510469e-06
 [4,] 2.763187e-08 1.458136e-07 6.945317e-07 2.986237e-06 1.159137e-05
 [5,] 1.060461e-07 5.199179e-07 2.301176e-06 9.195904e-06 3.318477e-05
 [6,] 3.525922e-07 1.606643e-06 6.610886e-06 2.456901e-05 8.249444e-05
 [7,] 1.016711e-06 4.308417e-06 1.649440e-05 5.707075e-05 1.785493e-04
 [8,] 2.548234e-06 1.005299e-05 3.585904e-05 1.157229e-04 3.381500e-04
 [9,] 5.580879e-06 2.053460e-05 6.840670e-05 2.065301e-04 5.658598e-04
[10,] 1.082887e-05 3.727337e-05 1.164015e-04 3.303316e-04 8.535388e-04
[11,] 1.931483e-05 6.245752e-05 1.837706e-04 4.930721e-04 1.209481e-03
[12,] 3.455004e-05 1.052924e-04 2.927804e-04 7.446683e-04 1.737252e-03
[13,] 7.084453e-05 2.026462e-04 5.293755e-04 1.265880e-03 2.778167e-03
[14,] 1.760730e-04 4.679877e-04 1.134900e-03 2.515696e-03 5.108901e-03
[15,] 4.804478e-04 1.180783e-03 2.645353e-03 5.408564e-03 1.010949e-02
[16,] 1.276193e-03 2.902192e-03 6.018990e-03 1.138893e-02 1.968406e-02
[17,] 3.104637e-03 6.542318e-03 1.260071e-02 2.217407e-02 3.567486e-02
[18,] 6.783867e-03 1.325055e-02 2.375381e-02 3.903447e-02 5.880808e-02
[19,] 1.329969e-02 2.405704e-02 4.019700e-02 6.190597e-02 8.783747e-02
[20,] 2.356437e-02 3.942075e-02 6.148985e-02 8.913505e-02 1.199503e-01
[21,] 3.820137e-02 5.910152e-02 8.635453e-02 1.186372e-01 1.529419e-01
[22,] 5.760879e-02 8.277005e-02 1.141679e-01 1.503206e-01 1.881553e-01
[23,] 8.246561e-02 1.113275e-01 1.469980e-01 1.882505e-01 2.318292e-01
[24,] 1.145631e-01 1.481868e-01 1.905892e-01 2.403264e-01 2.926973e-01
[25,] 1.573922e-01 1.991731e-01 2.525429e-01 3.141362e-01 3.758474e-01
[26,] 2.154242e-01 2.697925e-01 3.371918e-01 4.101243e-01 4.758905e-01
[27,] 2.911121e-01 3.599937e-01 4.391989e-01 5.160283e-01 5.743169e-01
[28,] 3.801890e-01 4.591148e-01 5.403600e-01 6.075222e-01 6.446416e-01
[29,] 4.684403e-01 5.455799e-01 6.139152e-01 6.572503e-01 6.643141e-01
[30,] 5.341103e-01 5.942762e-01 6.363179e-01 6.485290e-01 6.269057e-01
[31,] 5.569414e-01 5.889740e-01 6.000916e-01 5.851143e-01 5.463024e-01
[32,] 5.290575e-01 5.318529e-01 5.187449e-01 4.896712e-01 4.493153e-01
[33,] 4.599437e-01 4.428239e-01 4.194988e-01 3.913501e-01 3.613838e-01
[34,] 3.714316e-01 3.486020e-01 3.286310e-01 3.109682e-01 2.949558e-01
[35,] 2.861498e-01 2.692295e-01 2.595676e-01 2.535211e-01 2.474583e-01
[36,] 2.175081e-01 2.109855e-01 2.108127e-01 2.113875e-01 2.082890e-01
[37,] 1.671111e-01 1.687655e-01 1.727980e-01 1.737435e-01 1.684003e-01
[38,] 1.292661e-01 1.339346e-01 1.369734e-01 1.346452e-01 1.257879e-01
[39,] 9.766260e-02 1.011177e-01 1.008102e-01 9.513511e-02 8.459456e-02
[40,] 6.941674e-02 7.012018e-02 6.700774e-02 6.004228e-02 5.046095e-02
[41,] 4.505222e-02 4.365863e-02 3.957888e-02 3.346235e-02 2.648714e-02
[42,] 2.618420e-02 2.408531e-02 2.058750e-02 1.637083e-02 1.221158e-02
[43,] 1.346989e-02 1.168497e-02 9.388187e-03 7.030276e-03 5.018676e-03
[44,] 6.091557e-03 4.967429e-03 3.759940e-03 2.708858e-03 2.035838e-03
[45,] 2.414453e-03 1.857801e-03 1.365427e-03 1.080453e-03 1.208625e-03
[46,] 8.444709e-04 6.399130e-04 5.466379e-04 7.112533e-04 1.424670e-03
[47,] 2.780517e-04 2.627669e-04 4.016141e-04 8.985330e-04 2.158918e-03
[48,] 1.196050e-04 2.142102e-04 5.250327e-04 1.321232e-03 3.087277e-03
[49,] 1.065828e-04 2.815654e-04 7.376797e-04 1.779049e-03 3.887366e-03
[50,] 1.378230e-04 3.744808e-04 9.310788e-04 2.094802e-03 4.255533e-03
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 9.141611e-07 3.604869e-06 1.283051e-05 4.122023e-05 0.0001195424
 [2,] 3.737923e-06 1.369322e-05 4.528179e-05 1.351845e-04 0.0003643955
 [3,] 1.323702e-05 4.506056e-05 1.384974e-04 3.844136e-04 0.0009637586
 [4,] 4.062365e-05 1.285669e-04 3.675217e-04 9.492250e-04 0.0022159513
 [5,] 1.081630e-04 3.185215e-04 8.477888e-04 2.040548e-03 0.0044443698
 [6,] 2.503427e-04 6.869631e-04 1.705714e-03 3.835548e-03 0.0078196267
 [7,] 5.054150e-04 1.295527e-03 3.010419e-03 6.350368e-03 0.0121824577
 [8,] 8.956285e-04 2.153100e-03 4.706156e-03 9.372593e-03 0.0170513977
 [9,] 1.409277e-03 3.196969e-03 6.622357e-03 1.256225e-02 0.0218917965
[10,] 2.012830e-03 4.344090e-03 8.606545e-03 1.570303e-02 0.0264664214
[11,] 2.720159e-03 5.626361e-03 1.073534e-02 1.894702e-02 0.0309986513
[12,] 3.728274e-03 7.381355e-03 1.351630e-02 2.293876e-02 0.0361356346
[13,] 5.611325e-03 1.045972e-02 1.804152e-02 2.886692e-02 0.0429504775
[14,] 9.531037e-03 1.638500e-02 2.604912e-02 3.845933e-02 0.0530091211
[15,] 1.731763e-02 2.727690e-02 3.968375e-02 5.366742e-02 0.0680946702
[16,] 3.114015e-02 4.524202e-02 6.068264e-02 7.578263e-02 0.0893259795
[17,] 5.256896e-02 7.119446e-02 8.916136e-02 1.043666e-01 0.1162525642
[18,] 8.136477e-02 1.037848e-01 1.229530e-01 1.370797e-01 0.1470002950
[19,] 1.150226e-01 1.396502e-01 1.586113e-01 1.711511e-01 0.1797195562
[20,] 1.501106e-01 1.756176e-01 1.940118e-01 2.056973e-01 0.2140869276
[21,] 1.852268e-01 2.117812e-01 2.307187e-01 2.428167e-01 0.2512092947
[22,] 2.236266e-01 2.529208e-01 2.737264e-01 2.859787e-01 0.2917261831
[23,] 2.728830e-01 3.062071e-01 3.278593e-01 3.364902e-01 0.3337538224
[24,] 3.404175e-01 3.756751e-01 3.928449e-01 3.906323e-01 0.3724936798
[25,] 4.267345e-01 4.567206e-01 4.605034e-01 4.396644e-01 0.4017320034
[26,] 5.206274e-01 5.346430e-01 5.163895e-01 4.728469e-01 0.4160491782
[27,] 6.005068e-01 5.892599e-01 5.455310e-01 4.818834e-01 0.4126673455
[28,] 6.428176e-01 6.039518e-01 5.394438e-01 4.646700e-01 0.3925975317
[29,] 6.337165e-01 5.742790e-01 5.005884e-01 4.265627e-01 0.3607702215
[30,] 5.769368e-01 5.107466e-01 4.414594e-01 3.782353e-01 0.3245013930
[31,] 4.922045e-01 4.334822e-01 3.784363e-01 3.307748e-01 0.2902507714
[32,] 4.047039e-01 3.618819e-01 3.238180e-01 2.904645e-01 0.2602651051
[33,] 3.324248e-01 3.057100e-01 2.807870e-01 2.564408e-01 0.2317113103
[34,] 2.794433e-01 2.629385e-01 2.442367e-01 2.229504e-01 0.1995429318
[35,] 2.384290e-01 2.247993e-01 2.065070e-01 1.847215e-01 0.1611519647
[36,] 1.991230e-01 1.837430e-01 1.637289e-01 1.414073e-01 0.1189789360
[37,] 1.561799e-01 1.386210e-01 1.183184e-01 9.782527e-02 0.0790424417
[38,] 1.115084e-01 9.422428e-02 7.652920e-02 6.041133e-02 0.0470681127
[39,] 7.108273e-02 5.689260e-02 4.390720e-02 3.328158e-02 0.0255926018
[40,] 4.002705e-02 3.032639e-02 2.240044e-02 1.678501e-02 0.0137938400
[41,] 1.983392e-02 1.435338e-02 1.053221e-02 8.690848e-03 0.0092364532
[42,] 8.732083e-03 6.342790e-03 5.368799e-03 6.258598e-03 0.0097247133
[43,] 3.669095e-03 3.288018e-03 4.339046e-03 7.589113e-03 0.0140910127
[44,] 2.004147e-03 3.051923e-03 5.935485e-03 1.176220e-02 0.0217584370
[45,] 2.125291e-03 4.508985e-03 9.410676e-03 1.811148e-02 0.0316370990
[46,] 3.238444e-03 7.052867e-03 1.405410e-02 2.535914e-02 0.0413368494
[47,] 4.878349e-03 1.003722e-02 1.867533e-02 3.137579e-02 0.0475821684
[48,] 6.548750e-03 1.255220e-02 2.171922e-02 3.391884e-02 0.0478065094
[49,] 7.671855e-03 1.366623e-02 2.197060e-02 3.187623e-02 0.0417368086
[50,] 7.802489e-03 1.291051e-02 1.927860e-02 2.597931e-02 0.0315935426
             [,26]        [,27]       [,28]       [,29]      [,30]       [,31]
 [1,] 0.0003129842 0.0007398955 0.001579591 0.003046141 0.00530795 0.008361094
 [2,] 0.0008870298 0.0019504048 0.003874978 0.006959113 0.01130372 0.016618616
 [3,] 0.0021831446 0.0044701149 0.008277751 0.013873179 0.02106307 0.029006038
 [4,] 0.0046782604 0.0089380893 0.015468209 0.024276814 0.03460768 0.044898974
 [5,] 0.0087672646 0.0156824206 0.025474620 0.037650719 0.05074959 0.062562473
 [6,] 0.0144747530 0.0243725613 0.037414969 0.052508900 0.06758264 0.080047972
 [7,] 0.0213006132 0.0340347267 0.049848955 0.067150843 0.08348322 0.096093649
 [8,] 0.0284221887 0.0435483022 0.061540123 0.080461868 0.09759330 0.110025937
 [9,] 0.0351623883 0.0522165531 0.071881236 0.091905414 0.10927217 0.120906284
[10,] 0.0413155260 0.0598547751 0.080573213 0.100852575 0.11745284 0.127447716
[11,] 0.0470823727 0.0664447848 0.087180750 0.106462081 0.12129460 0.129578378
[12,] 0.0529004155 0.0720585338 0.091523294 0.108826208 0.12199912 0.130379220
[13,] 0.0595962039 0.0774289933 0.094785048 0.110375811 0.12389399 0.136134578
[14,] 0.0686901690 0.0845070329 0.100032495 0.115802244 0.13320879 0.153742221
[15,] 0.0821625170 0.0960405196 0.111194860 0.130070391 0.15504716 0.186951944
[16,] 0.1014721962 0.1142368191 0.131126866 0.155851823 0.19045646 0.233573228
[17,] 0.1266537340 0.1396385570 0.160166585 0.191918254 0.23507588 0.285003453
[18,] 0.1564641128 0.1710288131 0.195825380 0.232996686 0.27983647 0.328538948
[19,] 0.1893988853 0.2059591630 0.233250063 0.270961032 0.31371413 0.352072881
[20,] 0.2243303502 0.2410823238 0.266204570 0.297334315 0.32798498 0.349364820
[21,] 0.2600024170 0.2723677392 0.288865224 0.306677266 0.32019255 0.322934450
[22,] 0.2941376852 0.2959924256 0.298227189 0.299217007 0.29530309 0.282539682
[23,] 0.3234871346 0.3099008629 0.295618291 0.280639211 0.26289268 0.240093070
[24,] 0.3449619456 0.3146721352 0.285704452 0.258701874 0.23208503 0.204336819
[25,] 0.3566365282 0.3125437048 0.273360387 0.239005048 0.20770420 0.178437899
[26,] 0.3577713252 0.3053952000 0.260944263 0.223058504 0.18993975 0.161186004
[27,] 0.3484819008 0.2937945217 0.248220999 0.209658702 0.17682876 0.149923628
[28,] 0.3300566399 0.2780143620 0.234497518 0.197601428 0.16681934 0.142648430
[29,] 0.3055880754 0.2595252075 0.220335461 0.186880139 0.15926740 0.138073553
[30,] 0.2794303168 0.2407575601 0.206887212 0.177495913 0.15311034 0.134461926
[31,] 0.2548775277 0.2229184540 0.193737365 0.167711042 0.14579788 0.129049788
[32,] 0.2317266843 0.2042136021 0.178026316 0.154189223 0.13411856 0.119065406
[33,] 0.2063663571 0.1808942912 0.156377373 0.134347376 0.11641806 0.103606982
[34,] 0.1750183697 0.1506723790 0.128036915 0.108761542 0.09418023 0.084703668
[35,] 0.1375079924 0.1153625554 0.096211916 0.081361183 0.07154331 0.066543892
[36,] 0.0981619032 0.0802806344 0.066414099 0.057317387 0.05316139 0.053327033
[37,] 0.0631991649 0.0511243671 0.043429450 0.040445688 0.04200244 0.047210741
[38,] 0.0371582460 0.0311282409 0.029337842 0.031920572 0.03847417 0.047755681
[39,] 0.0211844987 0.0204106995 0.023606724 0.030792041 0.04123928 0.053171480
[40,] 0.0137943554 0.0172721966 0.024599264 0.035565582 0.04890348 0.062156727
[41,] 0.0127810143 0.0199890374 0.031130475 0.045492347 0.06099702 0.074421799
[42,] 0.0166644205 0.0277668118 0.042868640 0.060358513 0.07709222 0.089146518
[43,] 0.0248645685 0.0402522383 0.059170130 0.078730737 0.09471932 0.102988413
[44,] 0.0366806096 0.0559971272 0.077274190 0.096335644 0.10847261 0.110301113
[45,] 0.0499667513 0.0712800455 0.091816749 0.106779989 0.11210986 0.106258769
[46,] 0.0608358800 0.0808219807 0.096921284 0.104909398 0.10249559 0.090382311
[47,] 0.0651293750 0.0804597155 0.089710143 0.090273620 0.08198457 0.067197275
[48,] 0.0608099654 0.0698072150 0.072320427 0.067616784 0.05705306 0.043444266
[49,] 0.0493170146 0.0525893971 0.050608364 0.043950929 0.03444566 0.024362444
[50,] 0.0346726422 0.0343394126 0.030691319 0.024754520 0.01801811 0.011835305
            [,32]       [,33]       [,34]        [,35]        [,36]
 [1,] 0.011912682 0.015363834 0.017954552 0.0190376352 0.0183469506
 [2,] 0.022136050 0.026748260 0.029369940 0.0293656597 0.0268066030
 [3,] 0.036288839 0.041329496 0.042958145 0.0408736177 0.0357240055
 [4,] 0.053142485 0.057551752 0.057219708 0.0524189919 0.0444114344
 [5,] 0.070767104 0.073709842 0.070951209 0.0633274095 0.0525610519
 [6,] 0.087559698 0.088740131 0.083559340 0.0732571800 0.0599016741
 [7,] 0.102685373 0.102073355 0.094520408 0.0816487256 0.0659568621
 [8,] 0.115443217 0.112840058 0.102901914 0.0878390554 0.0706913574
 [9,] 0.124613240 0.119888274 0.108177829 0.0923908991 0.0758676922
[10,] 0.129280343 0.123407559 0.112126780 0.0986321557 0.0858173683
[11,] 0.130949203 0.126883859 0.119950361 0.1126251209 0.1063666378
[12,] 0.134825273 0.137128543 0.138920979 0.1407446189 0.1418612188
[13,] 0.148412727 0.161504292 0.174722077 0.1857686543 0.1915990606
[14,] 0.177801739 0.203667782 0.227326996 0.2435267030 0.2477789860
[15,] 0.223746714 0.260152004 0.288732736 0.3023314486 0.2969118885
[16,] 0.279642113 0.319773854 0.344342750 0.3464898189 0.3249709289
[17,] 0.332633981 0.366851588 0.378266913 0.3628730904 0.3237934147
[18,] 0.368016746 0.387450378 0.380299341 0.3469708039 0.2947645372
[19,] 0.375398356 0.375649073 0.350559055 0.3046640898 0.2476004725
[20,] 0.353440217 0.336094816 0.298953421 0.2489187615 0.1955972575
[21,] 0.310207742 0.281310169 0.240165465 0.1939693706 0.1505248567
[22,] 0.258894752 0.225707786 0.187518144 0.1503343986 0.1193594607
[23,] 0.211740338 0.179982661 0.148843701 0.1224322697 0.1033378424
[24,] 0.175737246 0.148504108 0.125541637 0.1089153271 0.0990958400
[25,] 0.151951171 0.130075733 0.114337514 0.1050508947 0.1013479417
[26,] 0.137745958 0.120732426 0.110385784 0.1058890932 0.1057744438
[27,] 0.129749127 0.116625034 0.109952207 0.1084207848 0.1102875758
[28,] 0.125566923 0.115389092 0.111196849 0.1114533262 0.1139907386
[29,] 0.123612327 0.115594770 0.112980144 0.1138332547 0.1153509355
[30,] 0.121986516 0.115404365 0.113344889 0.1132625764 0.1119452692
[31,] 0.118031509 0.112203362 0.109619988 0.1073169544 0.1023517493
[32,] 0.109370942 0.103931462 0.100342197 0.0957847176 0.0881831328
[33,] 0.095672155 0.090976872 0.087087489 0.0817761976 0.0738361327
[34,] 0.079484991 0.076670493 0.074108680 0.0700888020 0.0637555621
[35,] 0.065157257 0.065530795 0.065687667 0.0639956413 0.0594938061
[36,] 0.056414773 0.060466487 0.063341422 0.0632094009 0.0590753964
[37,] 0.054385440 0.061216819 0.065267599 0.0647180998 0.0590477783
[38,] 0.057605838 0.065306736 0.068384850 0.0655458989 0.0572222927
[39,] 0.063891507 0.070488786 0.070903990 0.0648000726 0.0537054782
[40,] 0.072177376 0.076192656 0.072949243 0.0632723967 0.0496834927
[41,] 0.082356253 0.082542429 0.074874535 0.0614460409 0.0456086093
[42,] 0.093252420 0.088205933 0.075424208 0.0582942317 0.0407179266
[43,] 0.101179648 0.089802816 0.071999997 0.0521414567 0.0341043309
[44,] 0.101281737 0.083974368 0.062864295 0.0424896554 0.0259278394
[45,] 0.090915454 0.070218220 0.048954180 0.0308068580 0.0174990049
[46,] 0.071935324 0.051674380 0.033502487 0.0196038996 0.0103530132
[47,] 0.049706834 0.033183522 0.019992543 0.0108705195 0.0053341701
[48,] 0.029854755 0.018514870 0.010362214 0.0052336904 0.0023855349
[49,] 0.015549853 0.008956744 0.004655773 0.0021839899 0.0009245405
[50,] 0.007015598 0.003752880 0.001811670 0.0007892372 0.0003102771
             [,37]        [,38]        [,39]        [,40]        [,41]
 [1,] 0.0161056804 1.291332e-02 9.487548e-03 6.411447e-03 4.001862e-03
 [2,] 0.0224114596 1.722209e-02 1.221209e-02 8.023405e-03 4.905789e-03
 [3,] 0.0287894187 2.147469e-02 1.488169e-02 9.617200e-03 5.827313e-03
 [4,] 0.0349197975 2.556008e-02 1.747005e-02 1.120259e-02 6.819170e-03
 [5,] 0.0406636628 2.939626e-02 1.994555e-02 1.284563e-02 8.090432e-03
 [6,] 0.0457854342 3.286716e-02 2.241583e-02 1.492969e-02 1.029109e-02
 [7,] 0.0501076395 3.625120e-02 2.563403e-02 1.859002e-02 1.480397e-02
 [8,] 0.0543937467 4.102616e-02 3.153969e-02 2.594219e-02 2.367834e-02
 [9,] 0.0613305063 5.031010e-02 4.318760e-02 3.960318e-02 3.884454e-02
[10,] 0.0754628715 6.812753e-02 6.357586e-02 6.128387e-02 6.065732e-02
[11,] 0.1014208710 9.731213e-02 9.353884e-02 8.994453e-02 8.657438e-02
[12,] 0.1408947968 1.368477e-01 1.297943e-01 1.208098e-01 1.112567e-01
[13,] 0.1898990820 1.803354e-01 1.648080e-01 1.465519e-01 1.286733e-01
[14,] 0.2383761189 2.172956e-01 1.894227e-01 1.605138e-01 1.350391e-01
[15,] 0.2733953515 2.374235e-01 1.971006e-01 1.599152e-01 1.303840e-01
[16,] 0.2848334556 2.354587e-01 1.869581e-01 1.467425e-01 1.177571e-01
[17,] 0.2701281407 2.134336e-01 1.636097e-01 1.260957e-01 1.013180e-01
[18,] 0.2350520553 1.790995e-01 1.345331e-01 1.038520e-01 8.515297e-02
[19,] 0.1904998392 1.422447e-01 1.072270e-01 8.524557e-02 7.303273e-02
[20,] 0.1478919843 1.113775e-01 8.745075e-02 7.417155e-02 6.792218e-02
[21,] 0.1156394522 9.177225e-02 7.823344e-02 7.235215e-02 7.074868e-02
[22,] 0.0974102679 8.464289e-02 7.928015e-02 7.858064e-02 7.953595e-02
[23,] 0.0920600220 8.742273e-02 8.730361e-02 8.912995e-02 9.016279e-02
[24,] 0.0951663922 9.541552e-02 9.770143e-02 9.954825e-02 9.840511e-02
[25,] 0.1016924608 1.042065e-01 1.066549e-01 1.065204e-01 1.015893e-01
[26,] 0.1082507203 1.111759e-01 1.120288e-01 1.083711e-01 9.878219e-02
[27,] 0.1133804019 1.150707e-01 1.126803e-01 1.043926e-01 9.013983e-02
[28,] 0.1160327060 1.146329e-01 1.075990e-01 9.443482e-02 7.664267e-02
[29,] 0.1143650459 1.083297e-01 9.632762e-02 7.946413e-02 6.035761e-02
[30,] 0.1065677934 9.578580e-02 8.023442e-02 6.213884e-02 4.429126e-02
[31,] 0.0929713487 7.924381e-02 6.283490e-02 4.614130e-02 3.131060e-02
[32,] 0.0769638894 6.305343e-02 4.824832e-02 3.439985e-02 2.281869e-02
[33,] 0.0633163936 5.120771e-02 3.888733e-02 2.762390e-02 1.828089e-02
[34,] 0.0551409415 4.495805e-02 3.430212e-02 2.432531e-02 1.593408e-02
[35,] 0.0520737850 4.247387e-02 3.202277e-02 2.217571e-02 1.403717e-02
[36,] 0.0511241112 4.065019e-02 2.953776e-02 1.954110e-02 1.173984e-02
[37,] 0.0492502383 3.739952e-02 2.578915e-02 1.612068e-02 9.124900e-03
[38,] 0.0453708358 3.261621e-02 2.123624e-02 1.251492e-02 6.672895e-03
[39,] 0.0403214997 2.740674e-02 1.685845e-02 9.382523e-03 4.723939e-03
[40,] 0.0353059493 2.269954e-02 1.320229e-02 6.945338e-03 3.304530e-03
[41,] 0.0306137046 1.857983e-02 1.019469e-02 5.056728e-03 2.267187e-03
[42,] 0.0257006403 1.465747e-02 7.552543e-03 3.515698e-03 1.478366e-03
[43,] 0.0201457237 1.074675e-02 5.176871e-03 2.251811e-03 8.844030e-04
[44,] 0.0142835925 7.103655e-03 3.189229e-03 1.292518e-03 4.728502e-04
[45,] 0.0089717968 4.151815e-03 1.734130e-03 6.537385e-04 2.224334e-04
[46,] 0.0049345324 2.122640e-03 8.240507e-04 2.887192e-04 9.129337e-05
[47,] 0.0023621961 9.440516e-04 3.404897e-04 1.108254e-04 3.255376e-05
[48,] 0.0009812624 3.642548e-04 1.220239e-04 3.688953e-05 1.006422e-05
[49,] 0.0003531975 1.217658e-04 3.788330e-05 1.063617e-05 2.694871e-06
[50,] 0.0001100793 3.524321e-05 1.018258e-05 2.654933e-06 6.246871e-07
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 2.318302e-03 1.255347e-03 6.459358e-04 3.318052e-04 1.933851e-04
 [2,] 2.809134e-03 1.528559e-03 8.253196e-04 4.944755e-04 3.855170e-04
 [3,] 3.353662e-03 1.903692e-03 1.173670e-03 9.093324e-04 9.174322e-04
 [4,] 4.073443e-03 2.592167e-03 1.999751e-03 1.972585e-03 2.242397e-03
 [5,] 5.340687e-03 4.124853e-03 3.965794e-03 4.423547e-03 5.096293e-03
 [6,] 8.026747e-03 7.528651e-03 8.163202e-03 9.298479e-03 1.033320e-02
 [7,] 1.362593e-02 1.426785e-02 1.586817e-02 1.753258e-02 1.845498e-02
 [8,] 2.392151e-02 2.567988e-02 2.782808e-02 2.923483e-02 2.903182e-02
 [9,] 3.999676e-02 4.192869e-02 4.335348e-02 4.310618e-02 4.053303e-02
[10,] 6.094246e-02 6.110889e-02 5.998877e-02 5.668139e-02 5.094794e-02
[11,] 8.327409e-02 7.947565e-02 7.439974e-02 6.750614e-02 5.882213e-02
[12,] 1.020006e-01 9.309737e-02 8.405314e-02 7.433317e-02 6.373503e-02
[13,] 1.130050e-01 9.981391e-02 8.826998e-02 7.720749e-02 6.576297e-02
[14,] 1.149691e-01 9.984423e-02 8.774648e-02 7.652101e-02 6.473057e-02
[15,] 1.093332e-01 9.473757e-02 8.336795e-02 7.240087e-02 6.040466e-02
[16,] 9.878099e-02 8.616123e-02 7.592188e-02 6.534112e-02 5.354283e-02
[17,] 8.609326e-02 7.591112e-02 6.696161e-02 5.720736e-02 4.639551e-02
[18,] 7.419587e-02 6.660378e-02 5.931081e-02 5.098352e-02 4.166636e-02
[19,] 6.630757e-02 6.138415e-02 5.592730e-02 4.898511e-02 4.065355e-02
[20,] 6.493415e-02 6.220252e-02 5.783532e-02 5.109514e-02 4.228049e-02
[21,] 7.020828e-02 6.817862e-02 6.311488e-02 5.471901e-02 4.389954e-02
[22,] 7.932536e-02 7.579695e-02 6.800880e-02 5.651901e-02 4.310968e-02
[23,] 8.792799e-02 8.091679e-02 6.919469e-02 5.441012e-02 3.907427e-02
[24,] 9.234347e-02 8.089069e-02 6.536048e-02 4.832874e-02 3.253605e-02
[25,] 9.088377e-02 7.526854e-02 5.718787e-02 3.962857e-02 2.495311e-02
[26,] 8.364962e-02 6.515694e-02 4.637936e-02 3.004307e-02 1.766387e-02
[27,] 7.178074e-02 5.234741e-02 3.480298e-02 2.103444e-02 1.153614e-02
[28,] 5.710200e-02 3.887223e-02 2.410736e-02 1.359502e-02 6.963754e-03
[29,] 4.201436e-02 2.672550e-02 1.550882e-02 8.202533e-03 3.952313e-03
[30,] 2.898165e-02 1.738635e-02 9.557068e-03 4.813004e-03 2.220946e-03
[31,] 1.961522e-02 1.133976e-02 6.047396e-03 2.973454e-03 1.346888e-03
[32,] 1.406166e-02 8.034326e-03 4.245766e-03 2.069282e-03 9.273363e-04
[33,] 1.122035e-02 6.358055e-03 3.311828e-03 1.579692e-03 6.877687e-04
[34,] 9.589516e-03 5.279049e-03 2.649145e-03 1.208683e-03 5.004226e-04
[35,] 8.093031e-03 4.238875e-03 2.013276e-03 8.659972e-04 3.370606e-04
[36,] 6.393794e-03 3.153033e-03 1.406804e-03 5.676153e-04 2.070376e-04
[37,] 4.673766e-03 2.165256e-03 9.070683e-04 3.435538e-04 1.176363e-04
[38,] 3.218371e-03 1.403907e-03 5.538518e-04 1.976025e-04 6.375805e-05
[39,] 2.151471e-03 8.863203e-04 3.302579e-04 1.113039e-04 3.392726e-05
[40,] 1.421880e-03 5.532499e-04 1.946491e-04 6.191909e-05 1.780760e-05
[41,] 9.187312e-04 3.364620e-04 1.113507e-04 3.329850e-05 8.996987e-06
[42,] 5.615299e-04 1.926443e-04 5.969023e-05 1.670279e-05 4.220747e-06
[43,] 3.136190e-04 1.004087e-04 2.902284e-05 7.573432e-06 1.784089e-06
[44,] 1.561476e-04 4.654395e-05 1.252268e-05 3.041093e-06 6.665822e-07
[45,] 6.830665e-05 1.893168e-05 4.735580e-06 1.069082e-06 2.178212e-07
[46,] 2.605200e-05 6.709338e-06 1.559379e-06 3.270814e-07 6.191429e-08
[47,] 8.629524e-06 2.064413e-06 4.456848e-07 8.683212e-08 1.526701e-08
[48,] 2.477848e-06 5.505371e-07 1.103861e-07 1.997370e-08 3.261512e-09
[49,] 6.161756e-07 1.271410e-07 2.367446e-08 3.978213e-09 6.032678e-10
[50,] 1.326428e-07 2.541664e-08 4.395057e-09 6.858406e-10 9.658173e-11
             [,47]        [,48]        [,49]        [,50]
 [1,] 1.515465e-04 1.571007e-04 1.792656e-04 1.982726e-04
 [2,] 3.955956e-04 4.542491e-04 5.118697e-04 5.359280e-04
 [3,] 1.052675e-03 1.203336e-03 1.288233e-03 1.263350e-03
 [4,] 2.584355e-03 2.818967e-03 2.832427e-03 2.596653e-03
 [5,] 5.633426e-03 5.781883e-03 5.439825e-03 4.671510e-03
 [6,] 1.078072e-02 1.038214e-02 9.168717e-03 7.415313e-03
 [7,] 1.811166e-02 1.641256e-02 1.369158e-02 1.052471e-02
 [8,] 2.688848e-02 2.309734e-02 1.839319e-02 1.361521e-02
 [9,] 3.572824e-02 2.943822e-02 2.269548e-02 1.641662e-02
[10,] 4.329986e-02 3.472954e-02 2.629062e-02 1.878154e-02
[11,] 4.893116e-02 3.870344e-02 2.899719e-02 2.047649e-02
[12,] 5.248418e-02 4.113936e-02 3.042770e-02 2.105727e-02
[13,] 5.371388e-02 4.150378e-02 3.000312e-02 2.011959e-02
[14,] 5.208025e-02 3.927757e-02 2.749717e-02 1.776419e-02
[15,] 4.748940e-02 3.477287e-02 2.357212e-02 1.476287e-02
[16,] 4.115562e-02 2.946878e-02 1.961818e-02 1.215177e-02
[17,] 3.537638e-02 2.527122e-02 1.689624e-02 1.056557e-02
[18,] 3.212132e-02 2.324492e-02 1.572067e-02 9.888570e-03
[19,] 3.165514e-02 2.294589e-02 1.538065e-02 9.479264e-03
[20,] 3.243738e-02 2.289993e-02 1.479418e-02 8.710685e-03
[21,] 3.232651e-02 2.172884e-02 1.328248e-02 7.365600e-03
[22,] 2.999980e-02 1.897414e-02 1.088045e-02 5.648111e-03
[23,] 2.551666e-02 1.511142e-02 8.102363e-03 3.929147e-03
[24,] 1.988021e-02 1.100355e-02 5.510441e-03 2.494996e-03
[25,] 1.424502e-02 7.362370e-03 3.442046e-03 1.454901e-03
[26,] 9.411249e-03 4.539353e-03 1.980885e-03 7.817782e-04
[27,] 5.734861e-03 2.582416e-03 1.052948e-03 3.886817e-04
[28,] 3.237924e-03 1.366242e-03 5.231448e-04 1.818205e-04
[29,] 1.734889e-03 6.939322e-04 2.530415e-04 8.417256e-05
[30,] 9.392848e-04 3.641683e-04 1.294550e-04 4.219258e-05
[31,] 5.614224e-04 2.150390e-04 7.556142e-05 2.431467e-05
[32,] 3.810103e-04 1.431346e-04 4.904858e-05 1.530032e-05
[33,] 2.726181e-04 9.818113e-05 3.207639e-05 9.495398e-06
[34,] 1.877456e-04 6.376341e-05 1.958978e-05 5.441541e-06
[35,] 1.186367e-04 3.774627e-05 1.085321e-05 2.819670e-06
[36,] 6.825496e-05 2.033575e-05 5.475266e-06 1.332186e-06
[37,] 3.641422e-05 1.019029e-05 2.578118e-06 5.897099e-07
[38,] 1.860490e-05 4.909944e-06 1.171902e-06 2.529754e-07
[39,] 9.353077e-06 2.331901e-06 5.257727e-07 1.072004e-07
[40,] 4.629793e-06 1.088072e-06 2.311324e-07 4.437471e-08
[41,] 2.196224e-06 4.843174e-07 9.647808e-08 1.735968e-08
[42,] 9.631211e-07 1.984454e-07 3.691916e-08 6.201455e-09
[43,] 3.794000e-07 7.283193e-08 1.262064e-08 1.974079e-09
[44,] 1.318748e-07 2.354759e-08 3.794937e-09 5.519876e-10
[45,] 4.005309e-08 6.646824e-09 9.954850e-10 1.345531e-10
[46,] 1.057680e-08 1.630585e-09 2.268609e-10 2.848394e-11
[47,] 2.422409e-09 3.468631e-10 4.482171e-11 5.226806e-12
[48,] 4.806121e-10 6.391220e-11 7.669889e-12 8.306321e-13
[49,] 8.255541e-11 1.019512e-11 1.136197e-12 1.142688e-13
[50,] 1.227380e-11 1.407581e-12 1.456739e-13 1.360511e-14

> 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  
    151.105       -0.669  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> try(system("convert tmp/11ukd1260990697.ps tmp/11ukd1260990697.png",intern=TRUE))
character(0)
> try(system("convert tmp/2ju7x1260990697.ps tmp/2ju7x1260990697.png",intern=TRUE))
character(0)
> try(system("convert tmp/34yxg1260990697.ps tmp/34yxg1260990697.png",intern=TRUE))
character(0)
> try(system("convert tmp/44fqk1260990697.ps tmp/44fqk1260990697.png",intern=TRUE))
character(0)
> try(system("convert tmp/577uf1260990697.ps tmp/577uf1260990697.png",intern=TRUE))
character(0)
> try(system("convert tmp/64bk81260990697.ps tmp/64bk81260990697.png",intern=TRUE))
character(0)
> try(system("convert tmp/7w8tu1260990697.ps tmp/7w8tu1260990697.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  1.996   1.304   2.605