R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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

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

> z <- c(216.9,217.2,217.5,217.9,218.1,218.6,218.9,219.3,220.4,220.9,221,221.8,222,222.2,222.5,222.9,223.1,223.4,224,225.1,225.5,225.9,226.3,226.5,227,227.3,227.8,228.1,228.4,228.5,228.8,229,229.1,229.3,229.6,229.9,230,230.2,230.8,231,231.7,231.9,233,235.1,236,236.9,237.1,237.5,238.2,238.9,239.1,240,240.2,240.5,240.7,241.1,241.4,242.2,242.9,243.2)
> y <- c(9.3,9.3,8.7,8.2,8.3,8.5,8.6,8.5,8.2,8.1,7.9,8.6,8.7,8.7,8.5,8.4,8.5,8.7,8.7,8.6,8.5,8.3,8,8.2,8.1,8.1,8,7.9,7.9,8,8,7.9,8,7.7,7.2,7.5,7.3,7,7,7,7.2,7.3,7.1,6.8,6.4,6.1,6.5,7.7,7.9,7.5,6.9,6.6,6.9,7.7,8,8,7.7,7.3,7.4,8.1)
> x <- c(98.3,112.3,113.9,106.2,98.6,96.5,95.9,103.7,103.1,103.7,112.1,86.9,95,111.8,108.8,109.3,101.4,100.5,100.7,113.5,106.1,111.6,114.9,88.6,99.5,115.1,118,111.4,107.3,105.3,105.3,117.9,110.2,112.4,117.5,93,103.5,116.3,120,114.3,104.7,109.8,112.6,114.4,115.7,114.7,118.4,94.9,103.8,115.1,113.7,104,94.3,92.5,93.2,104.7,94,98.1,102.7,82.4)
> 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1x9qr1256924980.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/2ex7e1256924980.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/36ueb1256924980.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4q0ib1256924980.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/52ifw1256924980.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
   10.55092     -0.02543  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6m55b1256924980.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] 5.654183 5.737686 5.821188 5.904691 5.988194 6.071697 6.155199 6.238702
 [9] 6.322205 6.405708 6.489210 6.572713 6.656216 6.739719 6.823221 6.906724
[17] 6.990227 7.073729 7.157232 7.240735 7.324238 7.407740 7.491243 7.574746
[25] 7.658249 7.741751 7.825254 7.908757 7.992260 8.075762 8.159265 8.242768
[33] 8.326271 8.409773 8.493276 8.576779 8.660281 8.743784 8.827287 8.910790
[41] 8.994292 9.077795 9.161298 9.244801 9.328303 9.411806 9.495309 9.578812
[49] 9.662314 9.745817

$yords
 [1] 212.5540 213.2681 213.9822 214.6963 215.4105 216.1246 216.8387 217.5528
 [9] 218.2670 218.9811 219.6952 220.4093 221.1235 221.8376 222.5517 223.2658
[17] 223.9800 224.6941 225.4082 226.1223 226.8364 227.5506 228.2647 228.9788
[25] 229.6929 230.4071 231.1212 231.8353 232.5494 233.2636 233.9777 234.6918
[33] 235.4059 236.1200 236.8342 237.5483 238.2624 238.9765 239.6907 240.4048
[41] 241.1189 241.8330 242.5472 243.2613 243.9754 244.6895 245.4037 246.1178
[49] 246.8319 247.5460

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.530061e-40 8.045693e-38 6.734431e-36 5.000688e-34 3.293726e-32
 [2,] 4.882436e-38 4.167873e-36 3.162077e-34 2.130008e-32 1.273262e-30
 [3,] 2.442116e-36 1.871916e-34 1.281526e-32 7.810983e-31 4.231246e-29
 [4,] 1.111982e-34 7.475101e-33 4.554539e-31 2.491892e-29 1.217603e-27
 [5,] 5.086050e-33 2.836161e-31 1.481876e-29 7.112528e-28 3.092087e-26
 [6,] 2.690222e-31 1.160687e-29 4.862245e-28 1.944037e-26 7.261024e-25
 [7,] 1.701680e-29 5.681103e-28 1.829262e-26 5.726400e-25 1.731624e-23
 [8,] 1.139132e-27 3.140976e-26 8.086142e-25 1.979397e-23 4.674541e-22
 [9,] 7.157345e-26 1.715405e-24 3.751981e-23 7.587983e-22 1.442608e-20
[10,] 3.988686e-24 8.501996e-23 1.635789e-21 2.862391e-20 4.607358e-19
[11,] 1.931939e-22 3.694609e-21 6.345702e-20 9.830700e-19 1.383366e-17
[12,] 8.077920e-21 1.390699e-19 2.145128e-18 2.971836e-17 3.713809e-16
[13,] 2.909011e-19 4.514925e-18 6.270678e-17 7.804438e-16 8.727086e-15
[14,] 9.015474e-18 1.262229e-16 1.580454e-15 1.771128e-14 1.779167e-13
[15,] 2.403910e-16 3.036951e-15 3.430264e-14 3.465422e-13 3.134061e-12
[16,] 5.514600e-15 6.287319e-14 6.408217e-13 5.839947e-12 4.760876e-11
[17,] 1.088426e-13 1.120010e-12 1.030268e-11 8.472701e-11 6.230773e-10
[18,] 1.848464e-12 1.716914e-11 1.425564e-10 1.058167e-09 7.022739e-09
[19,] 2.701450e-11 2.265221e-10 1.697918e-09 1.137773e-08 6.816624e-08
[20,] 3.397855e-10 2.572683e-09 1.741172e-08 1.053506e-07 5.699337e-07
[21,] 3.678636e-09 2.515737e-08 1.537756e-07 8.403379e-07 4.106241e-06
[22,] 3.428489e-08 2.118611e-07 1.170051e-06 5.777030e-06 2.550765e-05
[23,] 2.751205e-07 1.536961e-06 7.673047e-06 3.424719e-05 1.367110e-04
[24,] 1.901243e-06 9.608218e-06 4.338940e-05 1.751849e-04 6.327186e-04
[25,] 1.131787e-05 5.178057e-05 2.116895e-04 7.738455e-04 2.531225e-03
[26,] 5.805794e-05 2.406885e-04 8.916939e-04 2.954610e-03 8.763781e-03
[27,] 2.567653e-04 9.655781e-04 3.245670e-03 9.761659e-03 2.629854e-02
[28,] 9.796363e-04 3.345968e-03 1.021958e-02 2.794699e-02 6.852436e-02
[29,] 3.227105e-03 1.002599e-02 2.787453e-02 6.945807e-02 1.554031e-01
[30,] 9.189130e-03 2.601570e-02 6.598552e-02 1.502316e-01 3.077419e-01
[31,] 2.265349e-02 5.857857e-02 1.359349e-01 2.837978e-01 5.346768e-01
[32,] 4.846171e-02 1.148073e-01 2.447035e-01 4.708230e-01 8.210002e-01
[33,] 9.028493e-02 1.968004e-01 3.874460e-01 6.919650e-01 1.126787e+00
[34,] 1.473299e-01 2.973811e-01 5.452354e-01 9.131485e-01 1.405309e+00
[35,] 2.125893e-01 4.011393e-01 6.929630e-01 1.102939e+00 1.626783e+00
[36,] 2.753677e-01 4.921839e-01 8.128614e-01 1.247296e+00 1.784679e+00
[37,] 3.271946e-01 5.625706e-01 9.006998e-01 1.345902e+00 1.877390e+00
[38,] 3.657525e-01 6.125193e-01 9.572911e-01 1.394072e+00 1.888647e+00
[39,] 3.922488e-01 6.416668e-01 9.754315e-01 1.374382e+00 1.796410e+00
[40,] 4.050020e-01 6.423539e-01 9.409210e-01 1.274241e+00 1.607379e+00
[41,] 3.977977e-01 6.058622e-01 8.515604e-01 1.114208e+00 1.379385e+00
[42,] 3.672627e-01 5.377312e-01 7.349609e-01 9.541647e-01 1.200310e+00
[43,] 3.225767e-01 4.654118e-01 6.426310e-01 8.629633e-01 1.133621e+00
[44,] 2.860718e-01 4.264318e-01 6.191821e-01 8.718414e-01 1.172497e+00
[45,] 2.807783e-01 4.431902e-01 6.691093e-01 9.481074e-01 1.239566e+00
[46,] 3.131518e-01 5.036070e-01 7.479627e-01 1.011806e+00 1.235737e+00
[47,] 3.647318e-01 5.642403e-01 7.876979e-01 9.863349e-01 1.104295e+00
[48,] 4.009893e-01 5.763394e-01 7.399285e-01 8.467666e-01 8.630646e-01
[49,] 3.926984e-01 5.168018e-01 6.051424e-01 6.301076e-01 5.834235e-01
[50,] 3.342428e-01 4.006539e-01 4.266898e-01 4.037057e-01 3.394009e-01
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.924145e-30 9.969227e-29 4.580869e-27 1.866774e-25 6.746678e-24
 [2,] 6.752417e-29 3.176431e-27 1.325324e-25 4.904420e-24 1.609630e-22
 [3,] 2.035177e-27 8.687248e-26 3.289926e-24 1.105216e-22 3.293287e-21
 [4,] 5.297064e-26 2.048219e-24 7.032693e-23 2.143125e-21 5.794722e-20
 [5,] 1.206799e-24 4.206274e-23 1.305404e-21 3.601268e-20 8.823273e-19
 [6,] 2.486836e-23 7.707803e-22 2.144024e-20 5.325968e-19 1.178174e-17
 [7,] 4.970868e-22 1.327503e-20 3.242543e-19 7.158243e-18 1.417512e-16
 [8,] 1.068864e-20 2.343927e-19 4.843078e-18 9.255840e-17 1.612071e-15
 [9,] 2.620233e-19 4.589158e-18 7.731269e-17 1.236614e-15 1.845436e-14
[10,] 6.924247e-18 9.871165e-17 1.350110e-15 1.774233e-14 2.219513e-13
[11,] 1.787046e-16 2.149233e-15 2.443558e-14 2.657237e-13 2.771606e-12
[12,] 4.215960e-15 4.393712e-14 4.262404e-13 3.907307e-12 3.423199e-11
[13,] 8.808082e-14 8.083364e-13 6.819528e-12 5.364424e-11 3.993587e-10
[14,] 1.606712e-12 1.310941e-11 9.741609e-11 6.670272e-10 4.270884e-09
[15,] 2.541860e-11 1.854832e-10 1.224583e-09 7.379660e-09 4.110770e-08
[16,] 3.475565e-10 2.276768e-09 1.343356e-08 7.184344e-08 3.517125e-07
[17,] 4.099843e-09 2.416821e-08 1.279467e-07 6.109577e-07 2.650596e-06
[18,] 4.168551e-08 2.214703e-07 1.054793e-06 4.516545e-06 1.747694e-05
[19,] 3.652083e-07 1.750508e-06 7.513814e-06 2.893779e-05 1.003516e-04
[20,] 2.757205e-06 1.193160e-05 4.621534e-05 1.604306e-04 5.003415e-04
[21,] 1.794467e-05 7.015106e-05 2.454367e-04 7.692035e-04 2.163170e-03
[22,] 1.007422e-04 3.560007e-04 1.126077e-03 3.190615e-03 8.108452e-03
[23,] 4.882739e-04 1.560887e-03 4.468211e-03 1.146172e-02 2.637592e-02
[24,] 2.045277e-03 5.920487e-03 1.535667e-02 3.572040e-02 7.459425e-02
[25,] 7.413770e-03 1.945857e-02 4.580540e-02 9.680482e-02 1.839138e-01
[26,] 2.329186e-02 5.552547e-02 1.188676e-01 2.288237e-01 3.967336e-01
[27,] 6.354364e-02 1.378969e-01 2.691926e-01 4.735528e-01 7.522299e-01
[28,] 1.508934e-01 2.989616e-01 5.340532e-01 8.621476e-01 1.261021e+00
[29,] 3.128491e-01 5.680651e-01 9.328733e-01 1.389606e+00 1.883683e+00
[30,] 5.687389e-01 9.512514e-01 1.444865e+00 2.000377e+00 2.534520e+00
[31,] 9.122535e-01 1.415151e+00 2.004468e+00 2.603995e+00 3.118020e+00
[32,] 1.303328e+00 1.892748e+00 2.527031e+00 3.117562e+00 3.575427e+00
[33,] 1.682058e+00 2.314343e+00 2.950113e+00 3.502686e+00 3.902408e+00
[34,] 1.998740e+00 2.640383e+00 3.254301e+00 3.762943e+00 4.121931e+00
[35,] 2.233612e+00 2.864415e+00 3.443344e+00 3.906827e+00 4.242552e+00
[36,] 2.385609e+00 2.984133e+00 3.508859e+00 3.921136e+00 4.247932e+00
[37,] 2.444295e+00 2.978211e+00 3.426321e+00 3.788221e+00 4.125100e+00
[38,] 2.383665e+00 2.824145e+00 3.192566e+00 3.526038e+00 3.893176e+00
[39,] 2.193807e+00 2.542457e+00 2.861301e+00 3.200226e+00 3.597377e+00
[40,] 1.918312e+00 2.215021e+00 2.529881e+00 2.888737e+00 3.275663e+00
[41,] 1.650991e+00 1.947801e+00 2.281333e+00 2.630107e+00 2.932866e+00
[42,] 1.483861e+00 1.803809e+00 2.129718e+00 2.400436e+00 2.545961e+00
[43,] 1.445518e+00 1.760207e+00 2.013112e+00 2.137420e+00 2.095293e+00
[44,] 1.478902e+00 1.723809e+00 1.840148e+00 1.792807e+00 1.595621e+00
[45,] 1.477583e+00 1.595219e+00 1.556240e+00 1.373404e+00 1.100612e+00
[46,] 1.356243e+00 1.335438e+00 1.180576e+00 9.395683e-01 6.762917e-01
[47,] 1.104168e+00 9.863076e-01 7.883523e-01 5.655272e-01 3.657446e-01
[48,] 7.835441e-01 6.341603e-01 4.583426e-01 2.966392e-01 1.726172e-01
[49,] 4.805632e-01 3.524594e-01 2.305265e-01 1.347761e-01 7.068291e-02
[50,] 2.536641e-01 1.686756e-01 9.991944e-02 5.283365e-02 2.501072e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.162429e-22 6.146773e-21 1.549554e-19 3.464350e-18 6.869010e-17
 [2,] 4.685245e-21 1.209495e-19 2.769120e-18 5.622717e-17 1.012559e-15
 [3,] 8.703909e-20 2.040290e-18 4.241882e-17 7.821935e-16 1.279267e-14
 [4,] 1.389987e-18 2.957649e-17 5.582432e-16 9.346173e-15 1.387962e-13
 [5,] 1.918883e-17 3.703332e-16 6.341597e-15 9.634627e-14 1.298640e-12
 [6,] 2.317252e-16 4.048622e-15 6.280615e-14 8.648611e-13 1.057023e-11
 [7,] 2.506682e-15 3.948243e-14 5.531086e-13 6.886054e-12 7.615496e-11
 [8,] 2.532779e-14 3.566770e-13 4.485024e-12 5.024776e-11 5.009589e-10
 [9,] 2.528487e-13 3.142475e-12 3.514339e-11 3.519027e-10 3.145914e-09
[10,] 2.602295e-12 2.814337e-11 2.771631e-10 2.463467e-09 1.964900e-08
[11,] 2.751944e-11 2.564169e-10 2.207686e-09 1.733857e-08 1.230790e-07
[12,] 2.873851e-10 2.294727e-09 1.718533e-08 1.188979e-07 7.504088e-07
[13,] 2.843798e-09 1.940003e-08 1.257289e-07 7.630833e-07 4.272861e-06
[14,] 2.595249e-08 1.511083e-07 8.428857e-07 4.459966e-06 2.205355e-05
[15,] 2.149500e-07 1.070542e-06 5.119500e-06 2.345095e-05 1.017042e-04
[16,] 1.597929e-06 6.846700e-06 2.805728e-05 1.106276e-04 4.175763e-04
[17,] 1.056456e-05 3.926944e-05 1.384137e-04 4.686551e-04 1.529430e-03
[18,] 6.163248e-05 2.005941e-04 6.124971e-04 1.784435e-03 5.016212e-03
[19,] 3.152931e-04 9.064517e-04 2.419150e-03 6.100521e-03 1.477974e-02
[20,] 1.408135e-03 3.603136e-03 8.481812e-03 1.867219e-02 3.917490e-02
[21,] 5.476100e-03 1.254915e-02 2.627510e-02 5.097741e-02 9.337405e-02
[22,] 1.852645e-02 3.821832e-02 7.169818e-02 1.237508e-01 1.998890e-01
[23,] 5.455589e-02 1.017646e-01 1.721678e-01 2.667115e-01 3.840462e-01
[24,] 1.400942e-01 2.372958e-01 3.642282e-01 5.106868e-01 6.628945e-01
[25,] 3.146621e-01 4.861196e-01 6.810232e-01 8.714677e-01 1.031738e+00
[26,] 6.207744e-01 8.790426e-01 1.131311e+00 1.333119e+00 1.458673e+00
[27,] 1.081577e+00 1.412093e+00 1.682224e+00 1.845007e+00 1.897075e+00
[28,] 1.676101e+00 2.032446e+00 2.262868e+00 2.342624e+00 2.315328e+00
[29,] 2.332437e+00 2.652173e+00 2.795763e+00 2.785820e+00 2.727002e+00
[30,] 2.953444e+00 3.189852e+00 3.240855e+00 3.189598e+00 3.195333e+00
[31,] 3.464482e+00 3.614050e+00 3.619754e+00 3.619098e+00 3.796197e+00
[32,] 3.847850e+00 3.953232e+00 3.995947e+00 4.142282e+00 4.554397e+00
[33,] 4.133540e+00 4.260586e+00 4.420488e+00 4.768681e+00 5.396250e+00
[34,] 4.354918e+00 4.562357e+00 4.883250e+00 5.418456e+00 6.156831e+00
[35,] 4.512559e+00 4.832458e+00 5.305039e+00 5.944393e+00 6.640912e+00
[36,] 4.577744e+00 5.007906e+00 5.570981e+00 6.190538e+00 6.698669e+00
[37,] 4.522310e+00 5.022881e+00 5.578000e+00 6.051441e+00 6.275889e+00
[38,] 4.338666e+00 4.833861e+00 5.271130e+00 5.507174e+00 5.426867e+00
[39,] 4.035124e+00 4.429221e+00 4.660849e+00 4.630028e+00 4.298592e+00
[40,] 3.622192e+00 3.831787e+00 3.823318e+00 3.566309e+00 3.091631e+00
[41,] 3.109949e+00 3.099286e+00 2.883555e+00 2.494969e+00 2.000877e+00
[42,] 2.519493e+00 2.318196e+00 1.981403e+00 1.572176e+00 1.155799e+00
[43,] 1.895252e+00 1.585292e+00 1.229656e+00 8.857779e-01 5.919321e-01
[44,] 1.302391e+00 9.802055e-01 6.837561e-01 4.434707e-01 2.674083e-01
[45,] 8.056251e-01 5.424446e-01 3.382707e-01 1.963139e-01 1.061627e-01
[46,] 4.430915e-01 2.662962e-01 1.479812e-01 7.652612e-02 3.693917e-02
[47,] 2.145846e-01 1.151068e-01 5.694029e-02 2.617873e-02 1.124178e-02
[48,] 9.083125e-02 4.354236e-02 1.918288e-02 7.835388e-03 2.987389e-03
[49,] 3.342064e-02 1.434417e-02 5.636134e-03 2.046271e-03 6.921553e-04
[50,] 1.064591e-02 4.099369e-03 1.439351e-03 4.651227e-04 1.396143e-04
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.207887e-15 1.883734e-14 2.605446e-13 3.196079e-12 3.477200e-11
 [2,] 1.617212e-14 2.290811e-13 2.878043e-12 3.206986e-11 3.169539e-10
 [3,] 1.855684e-13 2.387522e-12 2.724607e-11 2.757932e-10 2.476271e-09
 [4,] 1.828349e-12 2.136411e-11 2.214477e-10 2.036257e-09 1.661072e-08
 [5,] 1.552958e-11 1.647609e-10 1.550928e-09 1.295368e-08 9.600349e-08
 [6,] 1.146553e-10 1.103758e-09 9.430667e-09 7.152002e-08 4.814698e-07
 [7,] 7.480007e-10 6.524479e-09 5.054002e-08 3.476960e-07 2.124662e-06
 [8,] 4.441601e-09 3.501004e-08 2.453120e-07 1.528029e-06 8.462286e-06
 [9,] 2.506738e-08 1.778839e-07 1.123737e-06 6.319067e-06 3.163346e-05
[10,] 1.401675e-07 8.925753e-07 5.068941e-06 2.566246e-05 1.158202e-04
[11,] 7.850156e-07 4.482913e-06 2.287616e-05 1.042170e-04 4.237415e-04
[12,] 4.281699e-06 2.195893e-05 1.008767e-04 4.143358e-04 1.520346e-03
[13,] 2.180567e-05 1.005524e-04 4.166958e-04 1.546947e-03 5.136400e-03
[14,] 1.004120e-04 4.160839e-04 1.556642e-03 5.231926e-03 1.575471e-02
[15,] 4.111344e-04 1.526867e-03 5.152662e-03 1.568680e-02 4.290095e-02
[16,] 1.488669e-03 4.932632e-03 1.498073e-02 4.128849e-02 1.026309e-01
[17,] 4.772383e-03 1.402451e-02 3.819503e-02 9.516768e-02 2.150873e-01
[18,] 1.360669e-02 3.522670e-02 8.563703e-02 1.925037e-01 3.956780e-01
[19,] 3.469812e-02 7.864900e-02 1.698138e-01 3.435653e-01 6.425212e-01
[20,] 7.955956e-02 1.572308e-01 3.001852e-01 5.454883e-01 9.293793e-01
[21,] 1.646954e-01 2.836347e-01 4.777489e-01 7.793362e-01 1.213555e+00
[22,] 3.086842e-01 4.652577e-01 6.927099e-01 1.017594e+00 1.458813e+00
[23,] 5.251240e-01 6.994858e-01 9.284398e-01 1.240978e+00 1.662523e+00
[24,] 8.136663e-01 9.730505e-01 1.172454e+00 1.458037e+00 1.874170e+00
[25,] 1.155694e+00 1.269618e+00 1.432361e+00 1.719863e+00 2.196703e+00
[26,] 1.522261e+00 1.586592e+00 1.751215e+00 2.121208e+00 2.762472e+00
[27,] 1.895905e+00 1.954567e+00 2.210837e+00 2.775796e+00 3.675181e+00
[28,] 2.295931e+00 2.443641e+00 2.907459e+00 3.757575e+00 4.926677e+00
[29,] 2.786061e+00 3.138445e+00 3.893615e+00 5.024486e+00 6.335098e+00
[30,] 3.445566e+00 4.079596e+00 5.109689e+00 6.376388e+00 7.570333e+00
[31,] 4.308147e+00 5.201421e+00 6.357388e+00 7.501516e+00 8.286993e+00
[32,] 5.305306e+00 6.316485e+00 7.355767e+00 8.107399e+00 8.291212e+00
[33,] 6.260951e+00 7.174284e+00 7.858730e+00 8.053237e+00 7.620396e+00
[34,] 6.951196e+00 7.562984e+00 7.755149e+00 7.389373e+00 6.483885e+00
[35,] 7.192681e+00 7.386678e+00 7.087372e+00 6.292429e+00 5.134202e+00
[36,] 6.905204e+00 6.678768e+00 6.000693e+00 4.972434e+00 3.777885e+00
[37,] 6.126107e+00 5.570961e+00 4.685220e+00 3.622033e+00 2.559859e+00
[38,] 4.991951e+00 4.255369e+00 3.341471e+00 2.403483e+00 1.575292e+00
[39,] 3.704307e+00 2.946135e+00 2.150720e+00 1.433360e+00 8.677175e-01
[40,] 2.478620e+00 1.828481e+00 1.234534e+00 7.588127e-01 4.225668e-01
[41,] 1.481271e+00 1.007263e+00 6.256883e-01 3.531387e-01 1.802534e-01
[42,] 7.842718e-01 4.886263e-01 2.778920e-01 1.434619e-01 6.691995e-02
[43,] 3.655999e-01 2.075330e-01 1.075880e-01 5.063382e-02 2.153222e-02
[44,] 1.493928e-01 7.687211e-02 3.618304e-02 1.547826e-02 5.989108e-03
[45,] 5.335158e-02 2.477053e-02 1.054769e-02 4.090428e-03 1.438109e-03
[46,] 1.662014e-02 6.933460e-03 2.661878e-03 9.335800e-04 2.980650e-04
[47,] 4.511073e-03 1.684569e-03 5.812452e-04 1.839757e-04 5.340883e-05
[48,] 1.065996e-03 3.551666e-04 1.098128e-04 3.132163e-05 8.317366e-06
[49,] 2.191903e-04 6.498080e-05 1.795730e-05 4.615937e-06 1.141840e-06
[50,] 3.919668e-05 1.031852e-05 2.544013e-06 5.918871e-07 1.432133e-07
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 3.355269e-10 2.871569e-09 2.179800e-08 1.467686e-07 8.765664e-07
 [2,] 2.778475e-09 2.160440e-08 1.490116e-07 9.117197e-07 4.948700e-06
 [3,] 1.972269e-08 1.393506e-07 8.734774e-07 4.857660e-06 2.397034e-05
 [4,] 1.202168e-07 7.719603e-07 4.398629e-06 2.224237e-05 9.982654e-05
 [5,] 6.314112e-07 3.685672e-06 1.909676e-05 8.784453e-05 3.588166e-04
 [6,] 2.877545e-06 1.527062e-05 7.197139e-05 3.013289e-04 1.121074e-03
 [7,] 1.153403e-05 5.563805e-05 2.385544e-04 9.094626e-04 3.084327e-03
 [8,] 4.167576e-05 1.825794e-04 7.118114e-04 2.470828e-03 7.641191e-03
 [9,] 1.410129e-04 5.599629e-04 1.981880e-03 6.256180e-03 1.762918e-02
[10,] 4.661089e-04 1.673442e-03 5.363467e-03 1.535957e-02 3.934726e-02
[11,] 1.537930e-03 4.984908e-03 1.444130e-02 3.743413e-02 8.695472e-02
[12,] 4.983218e-03 1.459576e-02 3.823480e-02 8.969616e-02 1.887913e-01
[13,] 1.524481e-02 4.045257e-02 9.604838e-02 2.043600e-01 3.905166e-01
[14,] 4.245303e-02 1.023545e-01 2.209775e-01 4.279206e-01 7.452922e-01
[15,] 1.051786e-01 2.310464e-01 4.551140e-01 8.054772e-01 1.285096e+00
[16,] 2.293427e-01 4.602811e-01 8.303169e-01 1.349600e+00 1.984646e+00
[17,] 4.388871e-01 8.072602e-01 1.339612e+00 2.011680e+00 2.747330e+00
[18,] 7.388665e-01 1.250504e+00 1.920022e+00 2.684064e+00 3.435635e+00
[19,] 1.101366e+00 1.724573e+00 2.468818e+00 3.243634e+00 3.933385e+00
[20,] 1.469173e+00 2.144788e+00 2.891873e+00 3.612783e+00 4.199560e+00
[21,] 1.782261e+00 2.452290e+00 3.155465e+00 3.799789e+00 4.285634e+00
[22,] 2.014474e+00 2.653065e+00 3.311853e+00 3.901721e+00 4.319252e+00
[23,] 2.200514e+00 2.831168e+00 3.490694e+00 4.076120e+00 4.463506e+00
[24,] 2.441055e+00 3.132167e+00 3.860294e+00 4.484585e+00 4.847361e+00
[25,] 2.881231e+00 3.715504e+00 4.556727e+00 5.206095e+00 5.475329e+00
[26,] 3.656280e+00 4.673043e+00 5.587902e+00 6.147866e+00 6.170379e+00
[27,] 4.805829e+00 5.935027e+00 6.761407e+00 7.025702e+00 6.622101e+00
[28,] 6.192641e+00 7.228099e+00 7.714088e+00 7.472540e+00 6.547052e+00
[29,] 7.496355e+00 8.154242e+00 8.072248e+00 7.236379e+00 5.860960e+00
[30,] 8.329408e+00 8.380156e+00 7.656652e+00 6.329898e+00 4.728869e+00
[31,] 8.427049e+00 7.816865e+00 6.580253e+00 5.012979e+00 3.455574e+00
[32,] 7.779280e+00 6.652031e+00 5.162592e+00 3.628832e+00 2.313666e+00
[33,] 6.605327e+00 5.216884e+00 3.740937e+00 2.432243e+00 1.439675e+00
[34,] 5.206702e+00 3.808599e+00 2.529590e+00 1.524953e+00 8.412571e-01
[35,] 3.829079e+00 2.598824e+00 1.600620e+00 8.956832e-01 4.620767e-01
[36,] 2.618321e+00 1.648437e+00 9.406875e-01 4.884288e-01 2.365354e-01
[37,] 1.645846e+00 9.589904e-01 5.058741e-01 2.435441e-01 1.114835e-01
[38,] 9.364738e-01 5.033497e-01 2.448196e-01 1.093778e-01 4.800295e-02
[39,] 4.751581e-01 2.348381e-01 1.051479e-01 4.379890e-02 1.894145e-02
[40,] 2.124166e-01 9.629663e-02 3.970641e-02 1.560559e-02 6.982318e-03
[41,] 8.294919e-02 3.444762e-02 1.312992e-02 4.995131e-03 2.495841e-03
[42,] 2.813561e-02 1.070682e-02 3.811132e-03 1.476427e-03 9.044303e-04
[43,] 8.261649e-03 2.889745e-03 9.835813e-04 4.240432e-04 3.399468e-04
[44,] 2.097189e-03 6.802166e-04 2.330070e-04 1.259166e-04 1.301538e-04
[45,] 4.606426e-04 1.416174e-04 5.383279e-05 3.983992e-05 4.871132e-05
[46,] 8.799101e-05 2.698477e-05 1.309883e-05 1.305817e-05 1.720835e-05
[47,] 1.482871e-05 5.036301e-06 3.483120e-06 4.204518e-06 5.634099e-06
[48,] 2.284440e-06 1.007438e-06 9.756802e-07 1.279592e-06 1.698778e-06
[49,] 3.462819e-07 2.257324e-07 2.703581e-07 3.615359e-07 4.704872e-07
[50,] 5.722635e-08 5.420651e-08 7.102910e-08 9.410837e-08 1.190970e-07
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 4.644000e-06 2.182627e-05 9.100760e-05 3.366849e-04 1.105258e-03
 [2,] 2.383091e-05 1.018235e-04 3.860653e-04 1.299083e-03 3.880155e-03
 [3,] 1.049642e-04 4.079309e-04 1.407293e-03 4.310479e-03 1.172528e-02
 [4,] 3.977279e-04 1.406993e-03 4.420562e-03 1.233910e-02 3.061180e-02
 [5,] 1.301803e-03 4.196347e-03 1.202335e-02 3.063551e-02 6.946212e-02
 [6,] 3.707734e-03 1.090617e-02 2.854880e-02 6.655615e-02 1.383243e-01
 [7,] 9.310203e-03 2.503161e-02 5.999814e-02 1.283517e-01 2.454236e-01
 [8,] 2.107018e-02 5.185653e-02 1.140581e-01 2.245704e-01 3.966447e-01
 [9,] 4.439411e-02 1.000464e-01 2.021359e-01 3.669911e-01 6.005014e-01
[10,] 9.030286e-02 1.860287e-01 3.448507e-01 5.770749e-01 8.751793e-01
[11,] 1.813629e-01 3.405431e-01 5.776158e-01 8.888070e-01 1.247145e+00
[12,] 3.574365e-01 6.108370e-01 9.464898e-01 1.337212e+00 1.733792e+00
[13,] 6.723768e-01 1.047657e+00 1.485715e+00 1.930962e+00 2.317775e+00
[14,] 1.172058e+00 1.673287e+00 2.183621e+00 2.625780e+00 2.933853e+00
[15,] 1.857201e+00 2.446897e+00 2.962180e+00 3.323171e+00 3.482930e+00
[16,] 2.655792e+00 3.257794e+00 3.693620e+00 3.901769e+00 3.865781e+00
[17,] 3.434970e+00 3.962191e+00 4.248588e+00 4.261290e+00 4.015278e+00
[18,] 4.054630e+00 4.442543e+00 4.544078e+00 4.353526e+00 3.915146e+00
[19,] 4.428663e+00 4.651160e+00 4.566982e+00 4.194276e+00 3.607056e+00
[20,] 4.557176e+00 4.621584e+00 4.375575e+00 3.862179e+00 3.184391e+00
[21,] 4.523758e+00 4.457303e+00 4.086001e+00 3.479345e+00 2.762668e+00
[22,] 4.469998e+00 4.301906e+00 3.834632e+00 3.163527e+00 2.429370e+00
[23,] 4.546181e+00 4.280315e+00 3.712140e+00 2.966774e+00 2.202547e+00
[24,] 4.832977e+00 4.421084e+00 3.702334e+00 2.845043e+00 2.032227e+00
[25,] 5.265039e+00 4.612796e+00 3.681140e+00 2.692107e+00 1.846876e+00
[26,] 5.624996e+00 4.650317e+00 3.495018e+00 2.418689e+00 1.607935e+00
[27,] 5.647902e+00 4.360395e+00 3.067298e+00 2.015122e+00 1.329805e+00
[28,] 5.182828e+00 3.717553e+00 2.449079e+00 1.550074e+00 1.056844e+00
[29,] 4.290683e+00 2.858445e+00 1.778235e+00 1.116001e+00 8.261868e-01
[30,] 3.200629e+00 1.989452e+00 1.189909e+00 7.734103e-01 6.485474e-01
[31,] 2.168495e+00 1.270643e+00 7.527294e-01 5.330594e-01 5.135607e-01
[32,] 1.354150e+00 7.608137e-01 4.647826e-01 3.731007e-01 4.050684e-01
[33,] 7.926788e-01 4.372619e-01 2.876128e-01 2.646221e-01 3.119890e-01
[34,] 4.404557e-01 2.455866e-01 1.799338e-01 1.865576e-01 2.308416e-01
[35,] 2.331571e-01 1.358146e-01 1.127688e-01 1.280138e-01 1.627506e-01
[36,] 1.172077e-01 7.394766e-02 6.968590e-02 8.440367e-02 1.092091e-01
[37,] 5.583945e-02 3.959469e-02 4.194726e-02 5.323298e-02 6.976669e-02
[38,] 2.538742e-02 2.087718e-02 2.444331e-02 3.205240e-02 4.225780e-02
[39,] 1.122063e-02 1.085795e-02 1.372102e-02 1.831895e-02 2.402994e-02
[40,] 4.936709e-03 5.548687e-03 7.353072e-03 9.829653e-03 1.267997e-02
[41,] 2.192182e-03 2.749723e-03 3.710545e-03 4.891812e-03 6.156789e-03
[42,] 9.740132e-04 1.295726e-03 1.738586e-03 2.238682e-03 2.742335e-03
[43,] 4.215335e-04 5.697348e-04 7.492741e-04 9.393043e-04 1.120926e-03
[44,] 1.726104e-04 2.308958e-04 2.960220e-04 3.615325e-04 4.203413e-04
[45,] 6.557275e-05 8.584282e-05 1.072662e-04 1.276366e-04 1.439671e-04
[46,] 2.291258e-05 2.927708e-05 3.564926e-05 4.115532e-05 4.461893e-05
[47,] 7.351549e-06 9.158565e-06 1.082107e-05 1.200890e-05 1.236296e-05
[48,] 2.164289e-06 2.616946e-06 2.972747e-06 3.133110e-06 3.025892e-06
[49,] 5.821058e-07 6.768367e-07 7.302901e-07 7.221441e-07 6.476606e-07
[50,] 1.417363e-07 1.565602e-07 1.585104e-07 1.455699e-07 1.203221e-07
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 3.219993e-03 8.326638e-03 1.911612e-02 3.897292e-02 7.058509e-02
 [2,] 1.028935e-02 2.423086e-02 5.069203e-02 9.425256e-02 1.558419e-01
 [3,] 2.833492e-02 6.085634e-02 1.162289e-01 1.975435e-01 2.990709e-01
 [4,] 6.753373e-02 1.325787e-01 2.318108e-01 3.614216e-01 5.032764e-01
 [5,] 1.402656e-01 2.525226e-01 4.058903e-01 5.835712e-01 7.524026e-01
 [6,] 2.566076e-01 4.256186e-01 6.325542e-01 8.447835e-01 1.017635e+00
 [7,] 4.202484e-01 6.460103e-01 8.943268e-01 1.119532e+00 1.273685e+00
 [8,] 6.301614e-01 9.036445e-01 1.174619e+00 1.391217e+00 1.510514e+00
 [9,] 8.888237e-01 1.195366e+00 1.468379e+00 1.657181e+00 1.729402e+00
[10,] 1.208595e+00 1.528000e+00 1.778849e+00 1.918370e+00 1.929025e+00
[11,] 1.605100e+00 1.906414e+00 2.102126e+00 2.164738e+00 2.096909e+00
[12,] 2.077271e+00 2.314995e+00 2.414202e+00 2.370942e+00 2.213658e+00
[13,] 2.588936e+00 2.709219e+00 2.672546e+00 2.505251e+00 2.263611e+00
[14,] 3.069144e+00 3.025624e+00 2.830614e+00 2.542945e+00 2.241731e+00
[15,] 3.433360e+00 3.203138e+00 2.854613e+00 2.474962e+00 2.152657e+00
[16,] 3.611590e+00 3.203051e+00 2.734371e+00 2.309073e+00 2.004697e+00
[17,] 3.569618e+00 3.021329e+00 2.486732e+00 2.065888e+00 1.805075e+00
[18,] 3.320420e+00 2.692642e+00 2.152065e+00 1.773695e+00 1.563113e+00
[19,] 2.925470e+00 2.283662e+00 1.784449e+00 1.466152e+00 1.302143e+00
[20,] 2.479454e+00 1.873188e+00 1.438683e+00 1.183484e+00 1.069408e+00
[21,] 2.075808e+00 1.525644e+00 1.159649e+00 9.716687e-01 9.286094e-01
[22,] 1.768659e+00 1.272964e+00 9.769456e-01 8.726161e-01 9.318681e-01
[23,] 1.557303e+00 1.115021e+00 9.026072e-01 9.059029e-01 1.087355e+00
[24,] 1.404484e+00 1.033789e+00 9.285029e-01 1.053033e+00 1.346937e+00
[25,] 1.271777e+00 1.006777e+00 1.024481e+00 1.258147e+00 1.625790e+00
[26,] 1.142811e+00 1.010894e+00 1.143288e+00 1.449430e+00 1.841490e+00
[27,] 1.020604e+00 1.021223e+00 1.235335e+00 1.568638e+00 1.944791e+00
[28,] 9.109197e-01 1.013570e+00 1.266011e+00 1.588766e+00 1.925059e+00
[29,] 8.116079e-01 9.712278e-01 1.223775e+00 1.512180e+00 1.798270e+00
[30,] 7.144975e-01 8.893436e-01 1.116392e+00 1.359313e+00 1.594502e+00
[31,] 6.125762e-01 7.739361e-01 9.629996e-01 1.159236e+00 1.349160e+00
[32,] 5.047124e-01 6.383851e-01 7.876678e-01 9.423382e-01 1.093796e+00
[33,] 3.960468e-01 4.992754e-01 6.133365e-01 7.327227e-01 8.491954e-01
[34,] 2.950140e-01 3.713292e-01 4.560175e-01 5.441702e-01 6.267399e-01
[35,] 2.088880e-01 2.632574e-01 3.230357e-01 3.828538e-01 4.346637e-01
[36,] 1.408174e-01 1.774277e-01 2.161236e-01 2.521889e-01 2.803412e-01
[37,] 9.008401e-02 1.126472e-01 1.349644e-01 1.539953e-01 1.671546e-01
[38,] 5.417521e-02 6.658802e-02 7.793034e-02 8.672809e-02 9.192427e-02
[39,] 3.027422e-02 3.632014e-02 4.142342e-02 4.497952e-02 4.650867e-02
[40,] 1.558559e-02 1.820974e-02 2.025134e-02 2.144219e-02 2.151734e-02
[41,] 7.366759e-03 8.389023e-03 9.094066e-03 9.343037e-03 9.009817e-03
[42,] 3.197127e-03 3.548010e-03 3.731571e-03 3.684012e-03 3.371813e-03
[43,] 1.273316e-03 1.370857e-03 1.385499e-03 1.298309e-03 1.114191e-03
[44,] 4.632165e-04 4.792577e-04 4.597927e-04 4.040266e-04 3.218548e-04
[45,] 1.524782e-04 1.497666e-04 1.347489e-04 1.099192e-04 8.067659e-05
[46,] 4.486782e-05 4.133367e-05 3.452617e-05 2.595041e-05 1.745831e-05
[47,] 1.166131e-05 9.974391e-06 7.677204e-06 5.289308e-06 3.250608e-06
[48,] 2.650242e-06 2.088921e-06 1.473855e-06 9.276160e-07 5.196320e-07
[49,] 5.227610e-07 3.777224e-07 2.434633e-07 1.396739e-07 7.122133e-08
[50,] 8.903306e-08 5.877048e-08 3.452984e-08 1.803214e-08 8.362562e-09
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.136198e-01 1.626531e-01 2.072613e-01 2.353720e-01 2.386344e-01
 [2,] 2.293276e-01 3.006629e-01 3.517294e-01 3.679308e-01 3.452015e-01
 [3,] 4.038526e-01 4.873039e-01 5.267511e-01 5.118985e-01 4.494952e-01
 [4,] 6.272647e-01 7.018303e-01 7.078031e-01 6.470186e-01 5.402812e-01
 [5,] 8.728578e-01 9.152285e-01 8.725863e-01 7.625255e-01 6.174850e-01
 [6,] 1.111076e+00 1.106357e+00 1.012726e+00 8.611111e-01 6.900378e-01
 [7,] 1.325174e+00 1.270472e+00 1.133170e+00 9.526052e-01 7.690577e-01
 [8,] 1.514071e+00 1.413087e+00 1.242153e+00 1.045854e+00 8.636998e-01
 [9,] 1.681361e+00 1.538095e+00 1.343920e+00 1.146671e+00 9.807546e-01
[10,] 1.824050e+00 1.643418e+00 1.440075e+00 1.259758e+00 1.123293e+00
[11,] 1.932345e+00 1.726025e+00 1.533570e+00 1.387777e+00 1.286269e+00
[12,] 1.997760e+00 1.787187e+00 1.627531e+00 1.525891e+00 1.451863e+00
[13,] 2.019066e+00 1.830683e+00 1.718361e+00 1.655467e+00 1.587645e+00
[14,] 2.000340e+00 1.854917e+00 1.788152e+00 1.741815e+00 1.651210e+00
[15,] 1.943332e+00 1.845266e+00 1.803562e+00 1.742772e+00 1.607864e+00
[16,] 1.841153e+00 1.775526e+00 1.729641e+00 1.633846e+00 1.460776e+00
[17,] 1.682004e+00 1.625777e+00 1.559662e+00 1.440471e+00 1.273148e+00
[18,] 1.466968e+00 1.411200e+00 1.342451e+00 1.249145e+00 1.154560e+00
[19,] 1.231371e+00 1.198250e+00 1.177791e+00 1.175418e+00 1.208134e+00
[20,] 1.047555e+00 1.084975e+00 1.170269e+00 1.301809e+00 1.471492e+00
[21,] 9.962778e-01 1.149752e+00 1.368807e+00 1.628575e+00 1.894232e+00
[22,] 1.120853e+00 1.402727e+00 1.735730e+00 2.073344e+00 2.366813e+00
[23,] 1.396565e+00 1.776173e+00 2.167781e+00 2.517184e+00 2.775764e+00
[24,] 1.739342e+00 2.160640e+00 2.550617e+00 2.859703e+00 3.045283e+00
[25,] 2.047874e+00 2.458089e+00 2.805107e+00 3.047065e+00 3.147533e+00
[26,] 2.247605e+00 2.614232e+00 2.900109e+00 3.069540e+00 3.093540e+00
[27,] 2.308246e+00 2.618353e+00 2.841463e+00 2.948296e+00 2.919151e+00
[28,] 2.235212e+00 2.488552e+00 2.658268e+00 2.721958e+00 2.666849e+00
[29,] 2.054881e+00 2.259395e+00 2.390614e+00 2.429907e+00 2.366676e+00
[30,] 1.804116e+00 1.970670e+00 2.074693e+00 2.097846e+00 2.031057e+00
[31,] 1.519923e+00 1.654717e+00 1.733305e+00 1.739120e+00 1.668205e+00
[32,] 1.229515e+00 1.331550e+00 1.381510e+00 1.369080e+00 1.296714e+00
[33,] 9.491498e-01 1.016350e+00 1.038655e+00 1.013113e+00 9.449730e-01
[34,] 6.915132e-01 7.276452e-01 7.299834e-01 6.994349e-01 6.399115e-01
[35,] 4.703463e-01 4.847992e-01 4.767828e-01 4.473404e-01 3.983432e-01
[36,] 2.966289e-01 2.992388e-01 2.877978e-01 2.625708e-01 2.249377e-01
[37,] 1.728803e-01 1.703779e-01 1.592263e-01 1.396973e-01 1.136052e-01
[38,] 9.280540e-02 8.882582e-02 7.980400e-02 6.645611e-02 5.066430e-02
[39,] 4.558290e-02 4.193367e-02 3.575634e-02 2.791373e-02 1.974869e-02
[40,] 2.026727e-02 1.769493e-02 1.414499e-02 1.024791e-02 6.678549e-03
[41,] 8.054149e-03 6.592578e-03 4.890989e-03 3.264163e-03 1.949542e-03
[42,] 2.826017e-03 2.146949e-03 1.467316e-03 8.974813e-04 4.896074e-04
[43,] 8.667813e-04 6.066479e-04 3.799956e-04 2.123002e-04 1.055616e-04
[44,] 2.306807e-04 1.479764e-04 8.466682e-05 4.311454e-05 1.951323e-05
[45,] 5.299899e-05 3.105540e-05 1.619579e-05 7.506988e-06 3.089996e-06
[46,] 1.047659e-05 5.595508e-06 2.656202e-06 1.119730e-06 4.189552e-07
[47,] 1.778027e-06 8.644060e-07 3.731901e-07 1.430032e-07 4.862103e-08
[48,] 2.587219e-07 1.143946e-07 4.489340e-08 1.563230e-08 4.828808e-09
[49,] 3.225095e-08 1.296226e-08 4.622566e-09 1.462388e-09 4.103614e-10
[50,] 3.442223e-09 1.257197e-09 4.073292e-10 1.170609e-10 2.983804e-11
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.165504e-01 1.765537e-01 1.300794e-01 8.741541e-02 5.441965e-02
 [2,] 2.917763e-01 2.236476e-01 1.570531e-01 1.027093e-01 6.422885e-02
 [3,] 3.592456e-01 2.641736e-01 1.817486e-01 1.200456e-01 7.893704e-02
 [4,] 4.167196e-01 3.018063e-01 2.103380e-01 1.458480e-01 1.041042e-01
 [5,] 4.706743e-01 3.454731e-01 2.517261e-01 1.877786e-01 1.454039e-01
 [6,] 5.320427e-01 4.058428e-01 3.151439e-01 2.525621e-01 2.062572e-01
 [7,] 6.117057e-01 4.925649e-01 4.074343e-01 3.427996e-01 2.850474e-01
 [8,] 7.183644e-01 6.115508e-01 5.293339e-01 4.538081e-01 3.738932e-01
 [9,] 8.563953e-01 7.610779e-01 6.722803e-01 5.729607e-01 4.601461e-01
[10,] 1.021879e+00 9.286388e-01 8.183198e-01 6.819901e-01 5.290745e-01
[11,] 1.199077e+00 1.090905e+00 9.427491e-01 7.601462e-01 5.665052e-01
[12,] 1.359670e+00 1.216291e+00 1.018068e+00 7.886842e-01 5.639819e-01
[13,] 1.465605e+00 1.271087e+00 1.022445e+00 7.608458e-01 5.285465e-01
[14,] 1.479816e+00 1.234512e+00 9.562870e-01 6.960708e-01 4.911397e-01
[15,] 1.389454e+00 1.121681e+00 8.586226e-01 6.457572e-01 5.020263e-01
[16,] 1.231744e+00 9.968303e-01 8.042892e-01 6.774410e-01 6.090090e-01
[17,] 1.096853e+00 9.556597e-01 8.727498e-01 8.407323e-01 8.292887e-01
[18,] 1.091789e+00 1.078370e+00 1.104199e+00 1.136102e+00 1.133783e+00
[19,] 1.282603e+00 1.383015e+00 1.473000e+00 1.508572e+00 1.455746e+00
[20,] 1.655040e+00 1.812492e+00 1.897335e+00 1.871170e+00 1.719224e+00
[21,] 2.121744e+00 2.263305e+00 2.277356e+00 2.142630e+00 1.870541e+00
[22,] 2.567879e+00 2.633437e+00 2.535952e+00 2.277457e+00 1.896742e+00
[23,] 2.900274e+00 2.858248e+00 2.641169e+00 2.276332e+00 1.824666e+00
[24,] 3.071903e+00 2.921397e+00 2.606897e+00 2.177088e+00 1.703242e+00
[25,] 3.081236e+00 2.847238e+00 2.477637e+00 2.031832e+00 1.577736e+00
[26,] 2.959698e+00 2.682327e+00 2.303190e+00 1.880163e+00 1.469334e+00
[27,] 2.752577e+00 2.470350e+00 2.114035e+00 1.733333e+00 1.371094e+00
[28,] 2.496222e+00 2.232491e+00 1.912988e+00 1.578338e+00 1.259503e+00
[29,] 2.205363e+00 1.967955e+00 1.687403e+00 1.395065e+00 1.111604e+00
[30,] 1.881584e+00 1.671600e+00 1.428096e+00 1.172631e+00 9.192475e-01
[31,] 1.531773e+00 1.349528e+00 1.140198e+00 9.180020e-01 6.960776e-01
[32,] 1.176237e+00 1.021370e+00 8.439398e-01 6.560888e-01 4.733135e-01
[33,] 8.425659e-01 7.140773e-01 5.689659e-01 4.205113e-01 2.846025e-01
[34,] 5.560034e-01 4.539350e-01 3.436595e-01 2.382164e-01 1.496374e-01
[35,] 3.331647e-01 2.583379e-01 1.833954e-01 1.179788e-01 6.826077e-02
[36,] 1.786271e-01 1.298628e-01 8.555338e-02 5.069288e-02 2.687743e-02
[37,] 8.457791e-02 5.706083e-02 3.462473e-02 1.880070e-02 9.104220e-03
[38,] 3.500302e-02 2.175150e-02 1.209545e-02 5.998500e-03 2.647410e-03
[39,] 1.256766e-02 7.157001e-03 3.634988e-03 1.643000e-03 6.600106e-04
[40,] 3.894945e-03 2.025928e-03 9.378086e-04 3.858213e-04 1.409538e-04
[41,] 1.038498e-03 4.923241e-04 2.074348e-04 7.761269e-05 2.577389e-05
[42,] 2.377107e-04 1.025741e-04 3.930513e-05 1.336774e-05 4.033908e-06
[43,] 4.665019e-05 1.830734e-05 6.376692e-06 1.970723e-06 5.402942e-07
[44,] 7.842620e-06 2.797647e-06 8.854927e-07 2.486293e-07 6.192166e-08
[45,] 1.128888e-06 3.659361e-07 1.052289e-07 2.684034e-08 6.072006e-09
[46,] 1.390861e-07 4.096153e-08 1.070020e-08 2.479127e-09 5.094215e-10
[47,] 1.466489e-08 3.923353e-09 9.309517e-10 1.959154e-10 3.656533e-11
[48,] 1.323064e-09 3.215242e-10 6.929755e-11 1.324591e-11 2.245421e-12
[49,] 1.021320e-10 2.254391e-11 4.413225e-12 7.661874e-13 1.179673e-13
[50,] 6.745288e-12 1.352354e-12 2.404542e-13 3.791595e-14 5.302201e-15
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.221763e-02 1.889260e-02 1.151901e-02 7.516421e-03 5.163812e-03
 [2,] 3.993003e-02 2.576867e-02 1.765493e-02 1.261056e-02 8.978763e-03
 [3,] 5.369011e-02 3.845659e-02 2.848305e-02 2.093180e-02 1.467047e-02
 [4,] 7.765914e-02 5.951623e-02 4.511991e-02 3.261807e-02 2.193738e-02
 [5,] 1.151113e-01 9.000342e-02 6.715610e-02 4.670390e-02 2.989442e-02
 [6,] 1.663135e-01 1.281777e-01 9.228209e-02 6.129230e-02 3.736300e-02
 [7,] 2.270785e-01 1.694259e-01 1.168923e-01 7.416122e-02 4.321861e-02
 [8,] 2.893508e-01 2.075368e-01 1.371068e-01 8.329722e-02 4.664599e-02
 [9,] 3.432512e-01 2.361555e-01 1.495445e-01 8.739975e-02 4.764260e-02
[10,] 3.789679e-01 2.500310e-01 1.524846e-01 8.711764e-02 4.810298e-02
[11,] 3.892096e-01 2.477065e-01 1.485359e-01 8.708712e-02 5.288641e-02
[12,] 3.747705e-01 2.363958e-01 1.477413e-01 9.700097e-02 6.939325e-02
[13,] 3.518369e-01 2.354264e-01 1.674273e-01 1.292863e-01 1.046250e-01
[14,] 3.534846e-01 2.724141e-01 2.259311e-01 1.929203e-01 1.605110e-01
[15,] 4.186374e-01 3.705971e-01 3.318754e-01 2.862216e-01 2.302122e-01
[16,] 5.713185e-01 5.333887e-01 4.752142e-01 3.935060e-01 2.985477e-01
[17,] 8.025957e-01 7.363788e-01 6.268997e-01 4.892428e-01 3.476594e-01
[18,] 1.068192e+00 9.337731e-01 7.494607e-01 5.488368e-01 3.653999e-01
[19,] 1.305252e+00 1.077330e+00 8.136288e-01 5.602969e-01 3.514747e-01
[20,] 1.459300e+00 1.137579e+00 8.116708e-01 5.298263e-01 3.174527e-01
[21,] 1.506501e+00 1.115700e+00 7.598647e-01 4.780578e-01 2.807646e-01
[22,] 1.460450e+00 1.040252e+00 6.891237e-01 4.294885e-01 2.564546e-01
[23,] 1.361568e+00 9.512887e-01 6.295086e-01 4.012746e-01 2.509845e-01
[24,] 1.255284e+00 8.807938e-01 5.970615e-01 3.967009e-01 2.601991e-01
[25,] 1.170499e+00 8.396068e-01 5.887008e-01 4.050554e-01 2.714995e-01
[26,] 1.109504e+00 8.160805e-01 5.857495e-01 4.070880e-01 2.696683e-01
[27,] 1.052600e+00 7.847094e-01 5.636863e-01 3.844689e-01 2.447339e-01
[28,] 9.719773e-01 7.199843e-01 5.049090e-01 3.298348e-01 1.977592e-01
[29,] 8.476210e-01 6.105297e-01 4.090681e-01 2.513647e-01 1.400776e-01
[30,] 6.795443e-01 4.668000e-01 2.939110e-01 1.677778e-01 8.615620e-02
[31,] 4.900710e-01 3.161195e-01 1.848378e-01 9.721330e-02 4.575019e-02
[32,] 3.127490e-01 1.872967e-01 1.008871e-01 4.862562e-02 2.090059e-02
[33,] 1.745613e-01 9.629737e-02 4.753368e-02 2.092439e-02 8.196815e-03
[34,] 8.453957e-02 4.273670e-02 1.926676e-02 7.729641e-03 2.755982e-03
[35,] 3.533973e-02 1.631644e-02 6.704001e-03 2.447996e-03 7.937762e-04
[36,] 1.270878e-02 5.347729e-03 1.999888e-03 6.641311e-04 1.957461e-04
[37,] 3.923422e-03 1.502659e-03 5.110571e-04 1.542661e-04 4.131687e-05
[38,] 1.038426e-03 3.616973e-04 1.118171e-04 3.067095e-05 7.463103e-06
[39,] 2.354404e-04 7.454273e-05 2.094049e-05 5.218450e-06 1.153501e-06
[40,] 4.570489e-05 1.314941e-05 3.356013e-06 7.597364e-07 1.525431e-07
[41,] 7.594265e-06 1.985023e-06 4.602224e-07 9.463686e-08 1.725934e-08
[42,] 1.079862e-06 2.564089e-07 5.399938e-08 1.008592e-08 1.670712e-09
[43,] 1.313887e-07 2.833846e-08 5.420833e-09 9.196341e-10 1.383617e-10
[44,] 1.367804e-08 2.679640e-09 4.655738e-10 7.173853e-11 9.803111e-12
[45,] 1.218282e-09 2.167817e-10 3.420975e-11 4.787672e-12 5.942149e-13
[46,] 9.283573e-11 1.500393e-11 2.150516e-12 2.733537e-13 3.081414e-14
[47,] 6.052328e-12 8.884294e-13 1.156561e-13 1.335232e-14 1.367057e-15
[48,] 3.375679e-13 4.500589e-14 5.321337e-15 5.579739e-16 5.188578e-17
[49,] 1.610767e-14 1.950505e-15 2.094611e-16 1.994807e-17 1.684765e-18
[50,] 6.575572e-16 7.231906e-17 7.053644e-18 6.101196e-19 4.680121e-20

> 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  
    289.652       -7.693  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7mfan1256924980.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]  76.93742  77.92773  78.91804  79.90835  80.89865  81.88896  82.87927
 [8]  83.86958  84.85989  85.85020  86.84051  87.83082  88.82113  89.81144
[15]  90.80175  91.79206  92.78237  93.77268  94.76299  95.75330  96.74361
[22]  97.73392  98.72423  99.71454 100.70485 101.69515 102.68546 103.67577
[29] 104.66608 105.65639 106.64670 107.63701 108.62732 109.61763 110.60794
[36] 111.59825 112.58856 113.57887 114.56918 115.55949 116.54980 117.54011
[43] 118.53042 119.52073 120.51104 121.50135 122.49165 123.48196 124.47227
[50] 125.46258

$yords
 [1] 212.5540 213.2681 213.9822 214.6963 215.4105 216.1246 216.8387 217.5528
 [9] 218.2670 218.9811 219.6952 220.4093 221.1235 221.8376 222.5517 223.2658
[17] 223.9800 224.6941 225.4082 226.1223 226.8364 227.5506 228.2647 228.9788
[25] 229.6929 230.4071 231.1212 231.8353 232.5494 233.2636 233.9777 234.6918
[33] 235.4059 236.1200 236.8342 237.5483 238.2624 238.9765 239.6907 240.4048
[41] 241.1189 241.8330 242.5472 243.2613 243.9754 244.6895 245.4037 246.1178
[49] 246.8319 247.5460

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.876847e-06 6.447008e-06 1.359354e-05 2.696799e-05 5.034111e-05
 [2,] 6.227367e-06 1.388760e-05 2.914114e-05 5.753733e-05 1.068988e-04
 [3,] 1.252869e-05 2.779833e-05 5.804078e-05 1.140381e-04 2.108543e-04
 [4,] 2.345297e-05 5.175087e-05 1.074792e-04 2.100895e-04 3.865119e-04
 [5,] 4.093809e-05 8.976023e-05 1.853080e-04 3.601752e-04 6.590612e-04
 [6,] 6.691947e-05 1.455498e-04 2.982981e-04 5.759171e-04 1.047312e-03
 [7,] 1.032842e-04 2.221181e-04 4.507462e-04 8.626774e-04 1.556595e-03
 [8,] 1.527756e-04 3.229548e-04 6.458440e-04 1.220634e-03 2.178689e-03
 [9,] 2.219469e-04 4.568690e-04 8.931868e-04 1.655931e-03 2.907711e-03
[10,] 3.272834e-04 6.482739e-04 1.225337e-03 2.206329e-03 3.778391e-03
[11,] 5.048724e-04 9.532486e-04 1.723434e-03 2.980491e-03 4.924190e-03
[12,] 8.221516e-04 1.478372e-03 2.546142e-03 4.200800e-03 6.638368e-03
[13,] 1.387359e-03 2.394572e-03 3.948915e-03 6.228861e-03 9.406332e-03
[14,] 2.349154e-03 3.933705e-03 6.274558e-03 9.545856e-03 1.387047e-02
[15,] 3.877452e-03 6.354481e-03 9.896424e-03 1.466342e-02 2.069819e-02
[16,] 6.119518e-03 9.870597e-03 1.510720e-02 2.196072e-02 3.035573e-02
[17,] 9.134766e-03 1.454962e-02 2.197080e-02 3.147954e-02 4.283995e-02
[18,] 1.282622e-02 2.021306e-02 3.018590e-02 4.274979e-02 5.747008e-02
[19,] 1.689955e-02 2.638546e-02 3.903021e-02 5.473945e-02 7.285893e-02
[20,] 2.088217e-02 3.233820e-02 4.744555e-02 6.600089e-02 8.714149e-02
[21,] 2.421713e-02 3.724352e-02 5.427433e-02 7.501175e-02 9.843598e-02
[22,] 2.641295e-02 4.040207e-02 5.858435e-02 8.060964e-02 1.053888e-01
[23,] 2.719599e-02 4.146033e-02 5.995782e-02 8.234894e-02 1.075814e-01
[24,] 2.659982e-02 4.052233e-02 5.861562e-02 8.061823e-02 1.056120e-01
[25,] 2.494801e-02 3.810075e-02 5.531475e-02 7.645807e-02 1.008094e-01
[26,] 2.273640e-02 3.492757e-02 5.106444e-02 7.116429e-02 9.471610e-02
[27,] 2.046982e-02 3.171383e-02 4.679624e-02 6.586690e-02 8.859254e-02
[28,] 1.852822e-02 2.896788e-02 4.313780e-02 6.127536e-02 8.316368e-02
[29,] 1.711466e-02 2.694143e-02 4.037245e-02 5.767530e-02 7.868228e-02
[30,] 1.628789e-02 2.569567e-02 3.855648e-02 5.511484e-02 7.519708e-02
[31,] 1.603586e-02 2.521508e-02 3.768205e-02 5.361917e-02 7.281025e-02
[32,] 1.633019e-02 2.548018e-02 3.776338e-02 5.327676e-02 7.173949e-02
[33,] 1.712463e-02 2.645072e-02 3.878973e-02 5.414079e-02 7.214267e-02
[34,] 1.830528e-02 2.797978e-02 4.058694e-02 5.602149e-02 7.382699e-02
[35,] 1.963836e-02 2.973229e-02 4.269922e-02 5.832680e-02 7.605189e-02
[36,] 2.076867e-02 3.118673e-02 4.439959e-02 6.009169e-02 7.759296e-02
[37,] 2.129264e-02 3.175068e-02 4.486421e-02 6.022921e-02 7.708766e-02
[38,] 2.088318e-02 3.095060e-02 4.344563e-02 5.790362e-02 7.351853e-02
[39,] 1.940834e-02 2.860672e-02 3.991574e-02 5.284825e-02 6.660473e-02
[40,] 1.698469e-02 2.490629e-02 3.455913e-02 4.547462e-02 5.691601e-02
[41,] 1.393951e-02 2.034108e-02 2.807524e-02 3.672713e-02 4.566728e-02
[42,] 1.070181e-02 1.554261e-02 2.134269e-02 2.776327e-02 3.430610e-02
[43,] 7.673591e-03 1.109296e-02 1.515669e-02 1.960925e-02 2.408534e-02
[44,] 5.133777e-03 7.387464e-03 1.004442e-02 1.292641e-02 1.578541e-02
[45,] 3.202488e-03 4.587471e-03 6.207353e-03 7.947105e-03 9.650738e-03
[46,] 1.861890e-03 2.655090e-03 3.575540e-03 4.554506e-03 5.501144e-03
[47,] 1.008535e-03 1.431740e-03 1.919014e-03 2.432326e-03 2.922706e-03
[48,] 5.088413e-04 7.191346e-04 9.593951e-04 1.210137e-03 1.446950e-03
[49,] 2.390715e-04 3.363694e-04 4.466843e-04 5.607743e-04 6.674020e-04
[50,] 1.045774e-04 1.464855e-04 1.936437e-04 2.419974e-04 2.867807e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.842633e-05 0.0001461730 0.0002274277 0.0003331256 0.0004595236
 [2,] 1.868982e-04 0.0003075345 0.0004763357 0.0006946655 0.0009542281
 [3,] 3.669110e-04 0.0006009480 0.0009266050 0.0013454389 0.0018405271
 [4,] 6.693077e-04 0.0010910574 0.0016746377 0.0024209914 0.0032983099
 [5,] 1.135385e-03 0.0018416881 0.0028134681 0.0040493451 0.0054941685
 [6,] 1.793823e-03 0.0028940206 0.0043988058 0.0063016367 0.0085141955
 [7,] 2.647435e-03 0.0042440592 0.0064137277 0.0091407617 0.0122942824
 [8,] 3.670627e-03 0.0058358985 0.0087558524 0.0124007350 0.0165904792
 [9,] 4.831226e-03 0.0075907676 0.0112748741 0.0158337893 0.0210361519
[10,] 6.145618e-03 0.0094837296 0.0138754919 0.0192433262 0.0253067270
[11,] 7.761723e-03 0.0116580220 0.0166693048 0.0226780567 0.0293578501
[12,] 1.004318e-02 0.0145372990 0.0201194996 0.0266121104 0.0336415713
[13,] 1.360884e-02 0.0188723425 0.0250946910 0.0320059029 0.0391743477
[14,] 1.927622e-02 0.0256575670 0.0327543769 0.0401591521 0.0473601478
[15,] 2.787667e-02 0.0358854510 0.0442389257 0.0523385235 0.0595647360
[16,] 3.995708e-02 0.0501725020 0.0602227535 0.0692683183 0.0765609640
[17,] 5.544771e-02 0.0683692567 0.0804796217 0.0906694904 0.0980622828
[18,] 7.343084e-02 0.0893222689 0.1036574824 0.1150659320 0.1225736254
[19,] 9.215229e-02 0.1109450304 0.1274231847 0.1400078414 0.1476853774
[20,] 1.093499e-01 0.1306551525 0.1490035701 0.1626958732 0.1707443534
[21,] 1.228387e-01 0.1460708978 0.1659624733 0.1807915989 0.1896411863
[22,] 1.311497e-01 0.1557089391 0.1769076710 0.1930766036 0.2033680548
[23,] 1.339537e-01 0.1593820944 0.1818150179 0.1996632933 0.2120942142
[24,] 1.320744e-01 0.1581115549 0.1818213397 0.2016699645 0.2167498619
[25,] 1.270814e-01 0.1536002450 0.1786009975 0.2005482795 0.2183721985
[26,] 1.206661e-01 0.1475362157 0.1736549511 0.1974319887 0.2175913361
[27,] 1.141059e-01 0.1410730410 0.1678732425 0.1928462030 0.2145349226
[28,] 1.080568e-01 0.1347147831 0.1615554430 0.1868871850 0.2091626911
[29,] 1.027102e-01 0.1285873097 0.1547949386 0.1796930851 0.2017705890
[30,] 9.814506e-02 0.1228549247 0.1479217918 0.1718537358 0.1932965771
[31,] 9.460322e-02 0.1179744025 0.1416809757 0.1644549089 0.1851805334
[32,] 9.249366e-02 0.1146004388 0.1370011429 0.1586839682 0.1788015575
[33,] 9.211473e-02 0.1131871608 0.1344709367 0.1551971251 0.1747746425
[34,] 9.327534e-02 0.1135305685 0.1338303788 0.1536053893 0.1724891659
[35,] 9.507424e-02 0.1145518143 0.1337980365 0.1523930065 0.1701643818
[36,] 9.602037e-02 0.1145005564 0.1323852038 0.1493657183 0.1654435496
[37,] 9.448855e-02 0.1115301847 0.1275911318 0.1424547005 0.1562824668
[38,] 8.931350e-02 0.1043906133 0.1181691895 0.1305190815 0.1417445458
[39,] 8.024198e-02 0.0929159498 0.1041141416 0.1137910658 0.1223637389
[40,] 6.803433e-02 0.0780896529 0.0866635963 0.0937875781 0.0999477260
[41,] 5.418627e-02 0.0616831005 0.0678465421 0.0727677321 0.0769511388
[42,] 4.042195e-02 0.0456601673 0.0498129229 0.0530070514 0.0557179813
[43,] 2.819140e-02 0.0316162821 0.0342382915 0.0361950266 0.0378980847
[44,] 1.836054e-02 0.0204545957 0.0220081341 0.0231493981 0.0242083225
[45,] 1.115845e-02 0.0123559678 0.0132226174 0.0138650407 0.0145296246
[46,] 6.325099e-03 0.0069662620 0.0074240891 0.0077792709 0.0082040849
[47,] 3.343093e-03 0.0036651554 0.0038961704 0.0040923643 0.0043669936
[48,] 1.647327e-03 0.0017996122 0.0019122147 0.0020215076 0.0021977232
[49,] 7.567414e-04 0.0008248634 0.0008785365 0.0009397293 0.0010496183
[50,] 3.241145e-04 0.0003531394 0.0003784089 0.0004123598 0.0004778463
             [,11]        [,12]       [,13]        [,14]        [,15]
 [1,] 0.0005972582 0.0007319758 0.000846821 0.0009262857 0.0009601836
 [2,] 0.0012353715 0.0015086560 0.001740145 0.0018992681 0.0019666676
 [3,] 0.0023736958 0.0028890205 0.003323225 0.0036205426 0.0037470101
 [4,] 0.0042379602 0.0051415635 0.005899886 0.0064188087 0.0066433621
 [5,] 0.0070337154 0.0085077373 0.009741681 0.0105886514 0.0109666398
 [6,] 0.0108604709 0.0130987633 0.014970937 0.0162650691 0.0168685390
 [7,] 0.0156230022 0.0187893107 0.021439996 0.0232926477 0.0242052090
 [8,] 0.0209922528 0.0251691081 0.028673939 0.0311595072 0.0324619477
 [9,] 0.0264718923 0.0316164657 0.035946432 0.0390687413 0.0408122520
[10,] 0.0315933922 0.0375180862 0.042514435 0.0461749424 0.0483418633
[11,] 0.0361957578 0.0425830622 0.047954729 0.0519287142 0.0543863945
[12,] 0.0406755005 0.0471214015 0.052463619 0.0563894680 0.0588499116
[13,] 0.0460624703 0.0521294948 0.056955453 0.0603421448 0.0623460259
[14,] 0.0538203691 0.0590804193 0.062859483 0.0651198948 0.0660651519
[15,] 0.0653836831 0.0694455378 0.071651872 0.0721725892 0.0714020145
[16,] 0.0815797293 0.0841178159 0.084303940 0.0825596362 0.0795062626
[17,] 0.1021761907 0.1029882846 0.100895518 0.0966006099 0.0909645277
[18,] 0.1257806391 0.1248873748 0.120581238 0.1138430840 0.1057452792
[19,] 0.1501832706 0.1479431216 0.141924675 0.1333340339 0.1233770671
[20,] 0.1730274578 0.1702002120 0.163419417 0.1540088120 0.1431889862
[21,] 0.1925173651 0.1902008279 0.183913753 0.1749519497 0.1644208160
[22,] 0.2078351383 0.2072443033 0.202720573 0.1953865592 0.1861345701
[23,] 0.2190837998 0.2212253994 0.219398615 0.2144548484 0.2070462954
[24,] 0.2268299326 0.2322009219 0.233410126 0.2310214679 0.2255053643
[25,] 0.2315452890 0.2399985340 0.243948403 0.2437400692 0.2397846183
[26,] 0.2332957542 0.2441489515 0.250118698 0.2514521853 0.2486365628
[27,] 0.2318613867 0.2442068238 0.251412877 0.2537460055 0.2518588219
[28,] 0.2271894160 0.2402594737 0.248197821 0.2513521338 0.2505450084
[29,] 0.2198594987 0.2332761489 0.241884465 0.2460972530 0.2468265927
[30,] 0.2112168090 0.2250179808 0.234596333 0.2403524547 0.2431602474
[31,] 0.2030179191 0.2174706675 0.228423796 0.2361735146 0.2414371861
[32,] 0.1967211518 0.2120349633 0.224579776 0.2344923145 0.2422723739
[33,] 0.1927692012 0.2088595150 0.222840805 0.2347042896 0.2447478097
[34,] 0.1902395995 0.2066502993 0.221537001 0.2348272870 0.2466955772
[35,] 0.1870700711 0.2030750385 0.218114764 0.2321722423 0.2454045926
[36,] 0.1807927358 0.1956109739 0.210052440 0.2242683001 0.2384938202
[37,] 0.1694717695 0.1824892128 0.195768584 0.2096991905 0.2246535993
[38,] 0.1524477832 0.1633540840 0.175178174 0.1885581250 0.2040196270
[39,] 0.1305890994 0.1393918486 0.149710772 0.1623892712 0.1780864414
[40,] 0.1059815156 0.1129201008 0.121831281 0.1336861710 0.1492361690
[41,] 0.0812334787 0.0866506334 0.094293975 0.1051743467 0.1200860661
[42,] 0.0587115408 0.0629414606 0.069431225 0.0791523411 0.0928932200
[43,] 0.0399958705 0.0433024785 0.048710380 0.0570927158 0.0691888890
[44,] 0.0256964766 0.0282635216 0.032639527 0.0395637947 0.0496926997
[45,] 0.0155946798 0.0175479060 0.020952800 0.0264012861 0.0344444014
[46,] 0.0089619948 0.0103989327 0.012926632 0.0169937430 0.0230368626
[47,] 0.0048934713 0.0059042954 0.007684654 0.0105563099 0.0148450230
[48,] 0.0025490028 0.0032236023 0.004408762 0.0063225367 0.0091934060
[49,] 0.0012721768 0.0016971055 0.002440806 0.0036426936 0.0054532104
[50,] 0.0006107750 0.0008625953 0.001301722 0.0020121179 0.0030867141
             [,16]       [,17]        [,18]        [,19]       [,20]
 [1,] 0.0009462552 0.000890362 0.0008042347 0.0007017772 0.000595447
 [2,] 0.0019390249 0.001828936 0.0016599931 0.0014592726 0.001250348
 [3,] 0.0036986519 0.003500256 0.0031954868 0.0028328167 0.002453132
 [4,] 0.0065703460 0.006244444 0.0057399451 0.0051364379 0.004498696
 [5,] 0.0108761233 0.010390898 0.0096269555 0.0087038216 0.007714760
 [6,] 0.0167899334 0.016140910 0.0150873677 0.0137928604 0.012378525
 [7,] 0.0241997990 0.023431261 0.0221165315 0.0204584952 0.018597405
 [8,] 0.0326223253 0.031837813 0.0303674015 0.0284377366 0.026190568
 [9,] 0.0412416570 0.040588778 0.0391361564 0.0371099728 0.034630084
[10,] 0.0491081472 0.048728884 0.0474879085 0.0455854035 0.043097117
[11,] 0.0554563877 0.055408943 0.0545130876 0.0529267072 0.050668896
[12,] 0.0600239069 0.060200379 0.0596336194 0.0584411932 0.056588709
[13,] 0.0632221126 0.063298349 0.0628350154 0.0619317989 0.060519591
[14,] 0.0660626527 0.065514035 0.0647215898 0.0638025668 0.062680300
[15,] 0.0698591964 0.068056480 0.0663744893 0.0649813605 0.063817178
[16,] 0.0758417125 0.072209913 0.0690874136 0.0667085706 0.065042410
[17,] 0.0848610166 0.079052977 0.0740979928 0.0702860063 0.067613663
[18,] 0.0972912631 0.089310133 0.0823933219 0.0768555816 0.072714990
[19,] 0.1130989213 0.103312825 0.0945819143 0.0872137971 0.081251928
[20,] 0.1319377701 0.120969421 0.1107710777 0.1016339105 0.093653483
[21,] 0.1531375882 0.141669812 0.1304242587 0.1197050697 0.109710074
[22,] 0.1755832111 0.164169596 0.1522725367 0.1402745927 0.128533146
[23,] 0.1976337186 0.186609364 0.1744215535 0.1616089102 0.148723794
[24,] 0.2172771612 0.206814134 0.1947415894 0.1818080851 0.168746061
[25,] 0.2325963678 0.222864212 0.2114639090 0.1993533059 0.187368090
[26,] 0.2424041465 0.233728528 0.2237430569 0.2135511031 0.203968144
[27,] 0.2467458756 0.239655425 0.2319146977 0.2246656155 0.218572145
[28,] 0.2469843365 0.242104661 0.2373178213 0.2336935908 0.231650519
[29,] 0.2453726061 0.243224900 0.2417664799 0.2419192595 0.243829323
[30,] 0.2442674927 0.245092156 0.2469063022 0.2504609351 0.255668103
[31,] 0.2452946383 0.249005966 0.2536939070 0.2599563401 0.267543873
[32,] 0.2487778535 0.255075364 0.2621300836 0.2704124182 0.279573553
[33,] 0.2536173951 0.262186891 0.2712587571 0.2811752804 0.291504234
[34,] 0.2576280549 0.268318410 0.2793828006 0.2909927836 0.302593038
[35,] 0.2582017637 0.271084105 0.2844374359 0.2981891553 0.311583733
[36,] 0.2530751596 0.268358657 0.2844535551 0.3009701716 0.316873085
[37,] 0.2409676642 0.258817210 0.2780135894 0.2978125377 0.316851003
[38,] 0.2219070192 0.242247370 0.2645778503 0.2878194491 0.310286441
[39,] 0.1971670157 0.219554731 0.2445834695 0.2709171503 0.296607396
[40,] 0.1688753691 0.192485568 0.2192989686 0.2478393972 0.275998344
[41,] 0.1394567092 0.163186697 0.1905122674 0.2199455116 0.249342449
[42,] 0.1111096912 0.133763559 0.1601799935 0.1889727589 0.218087636
[43,] 0.0854661945 0.105963595 0.1301448973 0.1568066392 0.184091559
[44,] 0.0634794861 0.081030568 0.1019616040 0.1252944455 0.149444542
[45,] 0.0454940041 0.059698288 0.0768100777 0.0960834879 0.116244162
[46,] 0.0314049101 0.042258198 0.0554567919 0.0704670506 0.086324452
[47,] 0.0208259210 0.028647192 0.0382425767 0.0492544386 0.060997012
[48,] 0.0132233094 0.018533946 0.0251032827 0.0327074400 0.040889176
[49,] 0.0080104645 0.011405065 0.0156373909 0.0205770280 0.025938455
[50,] 0.0046136344 0.006654768 0.0092190203 0.0122360241 0.015538948
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 0.0004939897 0.0004020009 0.0003209151 0.0002505440 0.0001903473
 [2,] 0.0010492631 0.0008641841 0.0006977152 0.0005499956 0.0004209884
 [3,] 0.0020833061 0.0017365997 0.0014175647 0.0011277652 0.0008694528
 [4,] 0.0038676084 0.0032627722 0.0026919527 0.0021607452 0.0016777369
 [5,] 0.0067158231 0.0057332058 0.0047799058 0.0038706048 0.0030277421
 [6,] 0.0109126437 0.0094265202 0.0079413506 0.0064890450 0.0051175501
 [7,] 0.0166052212 0.0145145891 0.0123585483 0.0101969238 0.0081180155
 [8,] 0.0236874878 0.0209563103 0.0180449587 0.0150516871 0.0121195995
 [9,] 0.0317306032 0.0284261579 0.0247792307 0.0209315584 0.0170887325
[10,] 0.0400138149 0.0363265964 0.0321048228 0.0275264406 0.0228528550
[11,] 0.0476769275 0.0439059068 0.0394131895 0.0343876588 0.0291200081
[12,] 0.0539579713 0.0504532391 0.0460884943 0.0410195553 0.0355205392
[13,] 0.0584300129 0.0554997901 0.0516594272 0.0469760500 0.0416508301
[14,] 0.0611451440 0.0589504615 0.0559041580 0.0519322249 0.0471119213
[15,] 0.0626398548 0.0611100113 0.0588886984 0.0557299555 0.0515593747
[16,] 0.0638225262 0.0626216550 0.0609581350 0.0584199740 0.0547890048
[17,] 0.0658019081 0.0643620956 0.0627098121 0.0603144884 0.0568587402
[18,] 0.0697027080 0.0673199411 0.0649518674 0.0620288772 0.0582029835
[19,] 0.0764779218 0.0724535294 0.0686222192 0.0644642753 0.0596708252
[20,] 0.0867177478 0.0805232649 0.0746506132 0.0686983564 0.0624415409
[21,] 0.1004910453 0.0919322284 0.0837904162 0.0758024188 0.0678272274
[22,] 0.1172979444 0.1066450968 0.0964832908 0.0866434456 0.0770180308
[23,] 0.1361979216 0.1242360553 0.1128037579 0.1017218844 0.0908277062
[24,] 0.1560881453 0.1440383336 0.1324691616 0.1210526322 0.1094716372
[25,] 0.1760045528 0.1652967070 0.1548568546 0.1440749486 0.1324037155
[26,] 0.1952953127 0.1872337155 0.1789991349 0.1696131332 0.1582729181
[27,] 0.2136088109 0.2090366048 0.2036106029 0.1959710732 0.1850937497
[28,] 0.2307748635 0.2298684206 0.2272511747 0.2212442124 0.2106826798
[29,] 0.2467189356 0.2490010595 0.2486635588 0.2438227691 0.2332735889
[30,] 0.2614783666 0.2660458911 0.2671709627 0.2628964732 0.2520681651
[31,] 0.2752524768 0.2811205080 0.2829040926 0.2786885327 0.2674349001
[32,] 0.2883488727 0.2947734496 0.2966687764 0.2922449740 0.2806149867
[33,] 0.3009594798 0.3076303973 0.3094651692 0.3048452225 0.2930534179
[34,] 0.3128550253 0.3199235853 0.3218885155 0.3173187696 0.3056763303
[35,] 0.3231881306 0.3311620752 0.3337148053 0.3295935348 0.3184414305
[36,] 0.3305514523 0.3401178555 0.3438512614 0.3406427320 0.3303047967
[37,] 0.3332838177 0.3451115049 0.3506143059 0.3487673645 0.3395184509
[38,] 0.3298779348 0.3444301568 0.3521494104 0.3520162923 0.3440558229
[39,] 0.3193190456 0.3366987155 0.3468151771 0.3485740113 0.3420050644
[40,] 0.3012701437 0.3211262577 0.3334680981 0.3370677492 0.3318906195
[41,] 0.2761260402 0.2976540561 0.3116818556 0.3168323694 0.3129585514
[42,] 0.2449976063 0.2670511184 0.2819330366 0.2881521868 0.2854332284
[43,] 0.2096475501 0.2309431722 0.2457075637 0.2524120335 0.2506694881
[44,] 0.1723417151 0.1917016478 0.2054232453 0.2120361815 0.2110815095
[45,] 0.1355746167 0.1521345426 0.1640978651 0.1701418268 0.1697853626
[46,] 0.1016891322 0.1150134219 0.1248091576 0.1299635202 0.1300199454
[47,] 0.0724890485 0.0825726161 0.0901109041 0.0942276454 0.0945253036
[48,] 0.0489745656 0.0561512478 0.0616049246 0.0646890551 0.0650837390
[49,] 0.0312877838 0.0360904918 0.0397993093 0.0419668608 0.0423543187
[50,] 0.0188659124 0.0218868909 0.0242565853 0.0256845698 0.0260051443
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 0.0001400624 9.980997e-05 7.010344e-05 5.225111e-05 4.954805e-05
 [2,] 0.0003113368 2.221739e-04 1.547992e-04 1.111455e-04 9.565949e-05
 [3,] 0.0006463363 4.624560e-04 3.210079e-04 2.247454e-04 1.788398e-04
 [4,] 0.0012542745 9.011514e-04 6.256725e-04 4.317775e-04 3.243015e-04
 [5,] 0.0022784187 1.646839e-03 1.148289e-03 7.887352e-04 5.710982e-04
 [6,] 0.0038819029 2.829605e-03 1.989908e-03 1.372733e-03 9.777592e-04
 [7,] 0.0062199962 4.586122e-03 3.267841e-03 2.283082e-03 1.629020e-03
 [8,] 0.0094048192 7.039229e-03 5.106655e-03 3.640794e-03 2.642084e-03
 [9,] 0.0134736368 1.027665e-02 7.625528e-03 5.583190e-03 4.167894e-03
[10,] 0.0183702896 1.433097e-02 1.091897e-02 8.247473e-03 6.379169e-03
[11,] 0.0239402400 1.915739e-02 1.502484e-02 1.173538e-02 9.435523e-03
[12,] 0.0299308984 2.460420e-02 1.987669e-02 1.605623e-02 1.342157e-02
[13,] 0.0359914202 3.038067e-02 2.525083e-02 2.106066e-02 1.826879e-02
[14,] 0.0416833777 3.604602e-02 3.073833e-02 2.639646e-02 2.369184e-02
[15,] 0.0465317421 4.105700e-02 3.578265e-02 3.152837e-02 2.918239e-02
[16,] 0.0501415758 4.489903e-02 3.980810e-02 3.584965e-02 3.409499e-02
[17,] 0.0523697789 4.728428e-02 4.242262e-02 3.887483e-02 3.782615e-02
[18,] 0.0534925165 4.835014e-02 4.362952e-02 4.045704e-02 4.004172e-02
[19,] 0.0542858724 4.876981e-02 4.396137e-02 4.094707e-02 4.087277e-02
[20,] 0.0559630926 4.971224e-02 4.446856e-02 4.122113e-02 4.099542e-02
[21,] 0.0599705025 5.264504e-02 4.654540e-02 4.254437e-02 4.154037e-02
[22,] 0.0676934178 5.902450e-02 5.162632e-02 4.628731e-02 4.383100e-02
[23,] 0.0801359001 6.993916e-02 6.081709e-02 5.355600e-02 4.900751e-02
[24,] 0.0976287418 8.577850e-02 7.454540e-02 6.483111e-02 5.764586e-02
[25,] 0.1196254786 1.060119e-01 9.233447e-02 7.973570e-02 6.950890e-02
[26,] 0.1446734349 1.291801e-01 1.128105e-01 9.704834e-02 8.355371e-02
[27,] 0.1706520291 1.531818e-01 1.340148e-01 1.150209e-01 9.824563e-02
[28,] 0.1952953089 1.758404e-01 1.539780e-01 1.319400e-01 1.121037e-01
[29,] 0.2168625408 1.955798e-01 1.713683e-01 1.467338e-01 1.242753e-01
[30,] 0.2346818265 2.119252e-01 1.859334e-01 1.593587e-01 1.348864e-01
[31,] 0.2492886796 2.255739e-01 1.985102e-01 1.707676e-01 1.449909e-01
[32,] 0.2620579532 2.379726e-01 2.105734e-01 1.824496e-01 1.561155e-01
[33,] 0.2744893570 2.505899e-01 2.235173e-01 1.957339e-01 1.695818e-01
[34,] 0.2874834126 2.642162e-01 2.379902e-01 2.111505e-01 1.858735e-01
[35,] 0.3009200749 2.785801e-01 2.535421e-01 2.280902e-01 2.042772e-01
[36,] 0.3136576194 2.923795e-01 2.686748e-01 2.448513e-01 2.229034e-01
[37,] 0.3238521197 3.036235e-01 2.812026e-01 2.590112e-01 2.390586e-01
[38,] 0.3293980256 3.101001e-01 2.887564e-01 2.679761e-01 2.498485e-01
[39,] 0.3283378690 3.098185e-01 2.892809e-01 2.695542e-01 2.528490e-01
[40,] 0.3191991423 3.013717e-01 2.814390e-01 2.624271e-01 2.466708e-01
[41,] 0.3012802425 2.842130e-01 2.648839e-01 2.464320e-01 2.312743e-01
[42,] 0.2748823286 2.588335e-01 2.403677e-01 2.226047e-01 2.079608e-01
[43,] 0.2414175233 2.267892e-01 2.096619e-01 1.929831e-01 1.790616e-01
[44,] 0.2032975911 1.905199e-01 1.752844e-01 1.602248e-01 1.474355e-01
[45,] 0.1635639650 1.529598e-01 1.400760e-01 1.271320e-01 1.159245e-01
[46,] 0.1253314252 1.170183e-01 1.067196e-01 9.619623e-02 8.690281e-02
[47,] 0.0912108999 8.507602e-02 7.731979e-02 6.925715e-02 6.199800e-02
[48,] 0.0628926242 5.863801e-02 5.314369e-02 4.733349e-02 4.200502e-02
[49,] 0.0410014688 3.823011e-02 3.457190e-02 3.063754e-02 2.696655e-02
[50,] 0.0252248510 2.352897e-02 2.124002e-02 1.873793e-02 1.636598e-02
             [,31]        [,32]        [,33]        [,34]       [,35]
 [1,] 6.949807e-05 0.0001270757 0.0002486044 0.0004750643 0.000862645
 [2,] 1.188540e-04 0.0002023929 0.0003849239 0.0007267952 0.001310383
 [3,] 1.963315e-04 0.0003056602 0.0005589293 0.0010381708 0.001855092
 [4,] 3.170611e-04 0.0004435234 0.0007678825 0.0013928213 0.002458212
 [5,] 5.068921e-04 0.0006307443 0.0010144845 0.0017760949 0.003076817
 [6,] 8.106433e-04 0.0009019734 0.0013242631 0.0022014399 0.003703721
 [7,] 1.303656e-03 0.0013293549 0.0017720833 0.0027503124 0.004426823
 [8,] 2.104562e-03 0.0020430833 0.0025132149 0.0036177198 0.005494034
 [9,] 3.383414e-03 0.0032472265 0.0038080429 0.0051470477 0.007359113
[10,] 5.354927e-03 0.0052176841 0.0060227611 0.0078298703 0.010675327
[11,] 8.244607e-03 0.0082662451 0.0095848246 0.0122432704 0.016202957
[12,] 1.222060e-02 0.0126595213 0.0148777096 0.0189060555 0.024611425
[13,] 1.729927e-02 0.0184982798 0.0220803938 0.0280632529 0.036194844
[14,] 2.325446e-02 0.0255897398 0.0309919829 0.0394539335 0.050577727
[15,] 2.957843e-02 0.0333710928 0.0409171366 0.0521624918 0.066541133
[16,] 3.554069e-02 0.0409480463 0.0506985099 0.0646652282 0.082107073
[17,] 4.036171e-02 0.0472825368 0.0589464107 0.0751341772 0.094947654
[18,] 4.346739e-02 0.0515013134 0.0644340307 0.0819514053 0.103044186
[19,] 4.474107e-02 0.0532278182 0.0665329399 0.0842665004 0.105374758
[20,] 4.466821e-02 0.0528015551 0.0655106349 0.0823675490 0.102344479
[21,] 4.429218e-02 0.0512701771 0.0625397789 0.0776807751 0.095744925
[22,] 4.496091e-02 0.0501188695 0.0593751288 0.0723566277 0.088215117
[23,] 4.792431e-02 0.0508080657 0.0577928869 0.0685744325 0.082385884
[24,] 5.391137e-02 0.0542792448 0.0589949957 0.0678215663 0.080023495
[25,] 6.284781e-02 0.0606212671 0.0632101073 0.0704231450 0.081492802
[26,] 7.384938e-02 0.0690475219 0.0696599563 0.0755095587 0.085742188
[27,] 8.553522e-02 0.0782237880 0.0769252650 0.0814469663 0.090821732
[28,] 9.657301e-02 0.0868426264 0.0835857980 0.0865775277 0.094747965
[29,] 1.062471e-01 0.0942217071 0.0888876304 0.0899878937 0.096392225
[30,] 1.148019e-01 0.1006720967 0.0931640264 0.0920014265 0.096050460
[31,] 1.233925e-01 0.1074646975 0.0978246990 0.0941885328 0.095466061
[32,] 1.336382e-01 0.1163851512 0.1048953262 0.0988709016 0.097280616
[33,] 1.469459e-01 0.1290308334 0.1162587699 0.1082804869 0.104094188
[34,] 1.638520e-01 0.1460956247 0.1328528747 0.1236517111 0.117448315
[35,] 1.836145e-01 0.1668846802 0.1540920131 0.1445473416 0.137068725
[36,] 2.041851e-01 0.1892257378 0.1777158370 0.1686555398 0.160631384
[37,] 2.225760e-01 0.2098302798 0.2001521424 0.1921669006 0.184167692
[38,] 2.355256e-01 0.2250292010 0.2173286654 0.2106643259 0.203027080
[39,] 2.402837e-01 0.2316836540 0.2257096719 0.2202726470 0.213113183
[40,] 2.352917e-01 0.2279921587 0.2232268742 0.2186925494 0.211984131
[41,] 2.205534e-01 0.2139312372 0.2097894383 0.2057636608 0.199439401
[42,] 1.975923e-01 0.1911947031 0.1872126106 0.1833808567 0.177415696
[43,] 1.690363e-01 0.1626868042 0.1586334930 0.1548469996 0.149292376
[44,] 1.379925e-01 0.1317805868 0.1276668480 0.1239490059 0.118918570
[45,] 1.074196e-01 0.1016002912 0.0976049044 0.0940954127 0.089720178
[46,] 7.965886e-02 0.0745201990 0.0708804196 0.0677536452 0.064132329
[47,] 5.619703e-02 0.0519505519 0.0488644676 0.0462578710 0.043423242
[48,] 3.764983e-02 0.0343750915 0.0319452302 0.0299194744 0.027829909
[49,] 2.390526e-02 0.0215508202 0.0197744917 0.0183088787 0.016862613
[50,] 1.435284e-02 0.0127750532 0.0115688877 0.0105823217 0.009644556
            [,36]       [,37]       [,38]       [,39]       [,40]       [,41]
 [1,] 0.001477603 0.002382851 0.003616003 0.005162872 0.006935302 0.008764826
 [2,] 0.002231776 0.003580270 0.005405686 0.007679901 0.010265886 0.012910976
 [3,] 0.003138628 0.005005838 0.007516775 0.010622729 0.014126330 0.017675970
 [4,] 0.004123811 0.006530862 0.009744281 0.013688163 0.018098483 0.022520816
 [5,] 0.005098689 0.007997393 0.011833507 0.016498270 0.021662300 0.026779128
 [6,] 0.006020185 0.009304698 0.013600136 0.018759824 0.024397549 0.029899585
 [7,] 0.006976822 0.010529818 0.015092435 0.020472977 0.026239633 0.031744008
 [8,] 0.008278387 0.012046962 0.016743924 0.022118056 0.027697569 0.032829278
 [9,] 0.010512942 0.014594695 0.019448294 0.024734150 0.029930853 0.034396385
[10,] 0.014527595 0.019236183 0.024491431 0.029816517 0.034608573 0.038231661
[11,] 0.021293653 0.027170331 0.033299984 0.038999296 0.043530066 0.046236982
[12,] 0.031640372 0.039386917 0.047014411 0.053551926 0.058059845 0.059826976
[13,] 0.045891695 0.056221566 0.065968322 0.073798791 0.078512234 0.079309054
[14,] 0.063510409 0.076946176 0.089240461 0.098654334 0.103694679 0.103459687
[15,] 0.082912836 0.099589156 0.114498492 0.125506413 0.130841840 0.129513460
[16,] 0.101614572 0.121161414 0.138315249 0.150620720 0.156093039 0.153687233
[17,] 0.116768806 0.138334379 0.156979069 0.170056610 0.175469888 0.172165530
[18,] 0.125982810 0.148408061 0.167586714 0.180838788 0.186067106 0.182246556
[19,] 0.128129494 0.150224389 0.169021297 0.181951851 0.187011807 0.183218537
[20,] 0.123813942 0.144640862 0.162401840 0.174737560 0.179787935 0.176601391
[21,] 0.115263424 0.134329104 0.150780871 0.162497633 0.167765819 0.165636136
[22,] 0.105640818 0.122936724 0.138172932 0.149428725 0.155099621 0.154207626
[23,] 0.098021202 0.113911476 0.128265069 0.139277279 0.145395269 0.145593865
[24,] 0.094407238 0.109414761 0.123271599 0.134189607 0.140612593 0.141470730
[25,] 0.095141590 0.109708455 0.123326043 0.134140363 0.140557526 0.141486937
[26,] 0.098926450 0.113223298 0.126606543 0.137115046 0.143113535 0.143529653
[27,] 0.103443044 0.117279757 0.130142843 0.139974172 0.145124665 0.144584841
[28,] 0.106348642 0.119205046 0.131021576 0.139699767 0.143628030 0.141900905
[29,] 0.106285092 0.117442413 0.127559207 0.134582523 0.137000911 0.134044881
[30,] 0.103518691 0.112240731 0.120011129 0.124914796 0.125602108 0.121462140
[31,] 0.099962645 0.105662254 0.110551531 0.112932761 0.111671446 0.106334007
[32,] 0.098562678 0.100901266 0.102534332 0.102038886 0.098540238 0.091805990
[33,] 0.102256737 0.101157901 0.099311159 0.095605438 0.089467023 0.080900941
[34,] 0.112862169 0.108458920 0.103027598 0.095794804 0.086530335 0.075525754
[35,] 0.130260994 0.122820690 0.113803368 0.102795147 0.089951906 0.075904048
[36,] 0.152161087 0.142031914 0.129558573 0.114704541 0.098043975 0.080583289
[37,] 0.174540364 0.162140442 0.146537545 0.128077322 0.107757374 0.086961491
[38,] 0.192667120 0.178506261 0.160361102 0.138938061 0.115620795 0.092121813
[39,] 0.202384037 0.187086236 0.167262201 0.143921950 0.118749228 0.093685981
[40,] 0.201227292 0.185520705 0.165092457 0.141163861 0.115592417 0.090414351
[41,] 0.189001170 0.173660735 0.153774569 0.130660251 0.106203280 0.082388730
[42,] 0.167643888 0.153397977 0.135097414 0.114038541 0.091996415 0.070776933
[43,] 0.140504538 0.127935881 0.112007479 0.093895310 0.075156525 0.057328248
[44,] 0.111357922 0.100831475 0.087715088 0.072998280 0.057957593 0.043819328
[45,] 0.083519409 0.075157319 0.064937560 0.053635031 0.042229318 0.031638342
[46,] 0.059299473 0.053004676 0.045471720 0.037266284 0.029092487 0.021595196
[47,] 0.039853388 0.035368219 0.030118532 0.024489409 0.018954856 0.013939908
[48,] 0.025337079 0.022316531 0.018860999 0.015214772 0.011676444 0.008508574
[49,] 0.015220908 0.013301451 0.011155949 0.008928588 0.006795128 0.004907337
[50,] 0.008627200 0.007478348 0.006223802 0.004942545 0.003731060 0.002671270
            [,42]       [,43]        [,44]        [,45]        [,46]
 [1,] 0.010421287 0.011657281 0.0122678694 0.0121460671 0.0113134680
 [2,] 0.015276919 0.017006754 0.0178119782 0.0175511260 0.0162703732
 [3,] 0.020810454 0.023052236 0.0240253346 0.0235583107 0.0217336133
 [4,] 0.026371595 0.029058607 0.0301287467 0.0293927976 0.0269800627
 [5,] 0.031163106 0.034133856 0.0351876887 0.0341370455 0.0311649324
 [6,] 0.034517123 0.037527115 0.0384161110 0.0370231631 0.0335871319
 [7,] 0.036224550 0.038973275 0.0395172749 0.0377511933 0.0339696298
 [8,] 0.036789734 0.038946717 0.0389225136 0.0367009366 0.0326363375
 [9,] 0.037485991 0.038699137 0.0378096315 0.0349320238 0.0304974371
[10,] 0.040144173 0.040025335 0.0378592610 0.0339455392 0.0288298778
[11,] 0.046691121 0.044793425 0.0408017106 0.0352699806 0.0289192209
[12,] 0.058538660 0.054356634 0.0478794437 0.0399952128 0.0316765028
[13,] 0.075990667 0.069015436 0.0593846835 0.0483960644 0.0373483623
[14,] 0.097872885 0.087714173 0.0744273637 0.0597678857 0.0454103119
[15,] 0.121573523 0.108123132 0.0910443249 0.0725472475 0.0546849431
[16,] 0.143581105 0.127156271 0.1066680437 0.0847118716 0.0636639931
[17,] 0.160422329 0.141814222 0.1188424468 0.0943549808 0.0709439680
[18,] 0.169705504 0.150082502 0.1259535092 0.1002465952 0.0756333097
[19,] 0.170877721 0.151549381 0.1277047555 0.1021780897 0.0775870670
[20,] 0.165385007 0.147495106 0.1251519542 0.1009605149 0.0773852848
[21,] 0.156159653 0.140412797 0.1202846521 0.0980819468 0.0760693326
[22,] 0.146626932 0.133144064 0.1153160740 0.0951565576 0.0747379966
[23,] 0.139592641 0.127942164 0.1119364020 0.0933613946 0.0741454674
[24,] 0.136387399 0.125775020 0.1107755873 0.0930450778 0.0744323327
[25,] 0.136533136 0.126081783 0.1112401405 0.0936296545 0.0750753676
[26,] 0.138024428 0.127051026 0.1117718685 0.0938380634 0.0750771586
[27,] 0.138127794 0.126329153 0.1104471702 0.0921782936 0.0733397524
[28,] 0.134430021 0.121921200 0.1057150834 0.0875197633 0.0690935152
[29,] 0.125763413 0.112960785 0.0970048378 0.0795470295 0.0622170358
[30,] 0.112663689 0.100058351 0.0849688481 0.0689117296 0.0533181125
[31,] 0.097192250 0.085099414 0.0712712636 0.0570263588 0.0435457893
[32,] 0.082211123 0.070590714 0.0580226736 0.0455963618 0.0342201423
[33,] 0.070411034 0.058828533 0.0470998629 0.0360889007 0.0264366360
[34,] 0.063461279 0.051205847 0.0396091877 0.0293387398 0.0207923303
[35,] 0.061561669 0.047881248 0.0356600931 0.0254073335 0.0173088206
[36,] 0.063499204 0.047870578 0.0344757134 0.0236975618 0.0155393686
[37,] 0.067132027 0.049471841 0.0347492832 0.0232392960 0.0147873977
[38,] 0.070099806 0.050843881 0.0350950387 0.0230253512 0.0143457655
[39,] 0.070514176 0.050539930 0.0344417445 0.0222883382 0.0136824221
[40,] 0.067416484 0.047839406 0.0322608560 0.0206491708 0.0125316231
[41,] 0.060889987 0.042807439 0.0285907113 0.0181203720 0.0108869348
[42,] 0.051845617 0.036112343 0.0238904437 0.0149958858 0.0089226691
[43,] 0.041612300 0.028709332 0.0188079593 0.0116893331 0.0068866652
[44,] 0.031507325 0.021523471 0.0139573777 0.0085853928 0.0050058374
[45,] 0.022528175 0.015232587 0.0097736254 0.0059471490 0.0034299410
[46,] 0.015224820 0.010186733 0.0064648784 0.0038897817 0.0022179025
[47,] 0.009730027 0.006441452 0.0040426809 0.0024044806 0.0013549047
[48,] 0.005880488 0.003852096 0.0023907859 0.0014055216 0.0007825408
[49,] 0.003359012 0.002177765 0.0013368883 0.0007769402 0.0004274129
[50,] 0.001811549 0.001162870 0.0007063421 0.0004059220 0.0002206989
             [,47]        [,48]        [,49]        [,50]
 [1,] 0.0099139899 8.173219e-03 6.339122e-03 4.625470e-03
 [2,] 0.0141901766 1.164325e-02 8.987845e-03 6.527256e-03
 [3,] 0.0188637736 1.540390e-02 1.183410e-02 8.553424e-03
 [4,] 0.0233011809 1.893382e-02 1.447498e-02 1.041146e-02
 [5,] 0.0267726604 2.164142e-02 1.646021e-02 1.177957e-02
 [6,] 0.0286793283 2.304766e-02 1.743083e-02 1.240563e-02
 [7,] 0.0287859027 2.296814e-02 1.725318e-02 1.220002e-02
 [8,] 0.0273595151 2.161522e-02 1.608936e-02 1.128100e-02
 [9,] 0.0251454152 1.956959e-02 1.436922e-02 9.950388e-03
[10,] 0.0231766821 1.762495e-02 1.267104e-02 8.607259e-03
[11,] 0.0224811008 1.656118e-02 1.155573e-02 7.633454e-03
[12,] 0.0237827048 1.692423e-02 1.141312e-02 7.292223e-03
[13,] 0.0272907963 1.888110e-02 1.236812e-02 7.670942e-03
[14,] 0.0326377750 2.218873e-02 1.426871e-02 8.679442e-03
[15,] 0.0389845026 2.628061e-02 1.675227e-02 1.009734e-02
[16,] 0.0452653861 3.044321e-02 1.936565e-02 1.165154e-02
[17,] 0.0505008202 3.402797e-02 2.170137e-02 1.309898e-02
[18,] 0.0540759991 3.663145e-02 2.350750e-02 1.428990e-02
[19,] 0.0558908240 3.818496e-02 2.473748e-02 1.519353e-02
[20,] 0.0563309579 3.892634e-02 2.552689e-02 1.588087e-02
[21,] 0.0560767495 3.926930e-02 2.610890e-02 1.647298e-02
[22,] 0.0558231964 3.961968e-02 2.670003e-02 1.707349e-02
[23,] 0.0560083526 4.020167e-02 2.739487e-02 1.770818e-02
[24,] 0.0566390974 4.095178e-02 2.810557e-02 1.829279e-02
[25,] 0.0572726365 4.151861e-02 2.857016e-02 1.864369e-02
[26,] 0.0571666879 4.137600e-02 2.843360e-02 1.853303e-02
[27,] 0.0555549566 4.001694e-02 2.737810e-02 1.777220e-02
[28,] 0.0519509883 3.715847e-02 2.525439e-02 1.629184e-02
[29,] 0.0463605204 3.287386e-02 2.215861e-02 1.418313e-02
[30,] 0.0393131589 2.759457e-02 1.841967e-02 1.168092e-02
[31,] 0.0317018908 2.198168e-02 1.450264e-02 9.095450e-03
[32,] 0.0245035679 1.672492e-02 1.087126e-02 6.723116e-03
[33,] 0.0184982467 1.235320e-02 7.866548e-03 4.772692e-03
[34,] 0.0140897947 9.124246e-03 5.643182e-03 3.331200e-03
[35,] 0.0112718438 7.016039e-03 4.173746e-03 2.372698e-03
[36,] 0.0097196684 5.799993e-03 3.303045e-03 1.796012e-03
[37,] 0.0089497431 5.152048e-03 2.821810e-03 1.471269e-03
[38,] 0.0084825836 4.758515e-03 2.532358e-03 1.278727e-03
[39,] 0.0079613461 4.388192e-03 2.290284e-03 1.131668e-03
[40,] 0.0072044589 3.920701e-03 2.018555e-03 9.827545e-04
[41,] 0.0061951502 3.336313e-03 1.699263e-03 8.180749e-04
[42,] 0.0050283352 2.681810e-03 1.352724e-03 6.449219e-04
[43,] 0.0038429570 2.029780e-03 1.014081e-03 4.789342e-04
[44,] 0.0027647986 1.445584e-03 7.150758e-04 3.344584e-04
[45,] 0.0018739161 9.693135e-04 4.744582e-04 2.196476e-04
[46,] 0.0011979215 6.126283e-04 2.965233e-04 1.357756e-04
[47,] 0.0007231102 3.654061e-04 1.747755e-04 7.909839e-05
[48,] 0.0004125484 2.059025e-04 9.726939e-05 4.348248e-05
[49,] 0.0002225598 1.096868e-04 5.115994e-05 2.257971e-05
[50,] 0.0001135258 5.525054e-05 2.544078e-05 1.108327e-05

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
  235.55145     -0.06034  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1x9qr1256924980.ps tmp/1x9qr1256924980.png")
> system("convert tmp/2ex7e1256924980.ps tmp/2ex7e1256924980.png")
> system("convert tmp/36ueb1256924980.ps tmp/36ueb1256924980.png")
> system("convert tmp/4q0ib1256924980.ps tmp/4q0ib1256924980.png")
> system("convert tmp/52ifw1256924980.ps tmp/52ifw1256924980.png")
> system("convert tmp/6m55b1256924980.ps tmp/6m55b1256924980.png")
> system("convert tmp/7mfan1256924980.ps tmp/7mfan1256924980.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.020   1.720   3.504