R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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

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

> z <- c(-6,-17,-44,-36,4,29,8,3,8,-49,32,25,-1,-20,-34,-31,-12,25,25,7,13,-40,32,14,-5,-14,-42,-24,-11,20,7,12,4,-37,19,16,2,-9,-36,-29,3,33,9,13,3,-47,18,7,16,-12,-23,-18,11,-4,17,-4,-1,-41,26,3)
> y <- c(-7,-13,-11,-9,8,24,4,7,16,-30,26,19,2,-12,-29,-24,-16,25,22,-7,17,-29,18,15,1,6,-21,-23,-15,24,15,15,14,-25,14,21,13,4,-16,13,20,27,-8,13,12,-25,20,22,16,-12,-13,7,12,-8,12,-13,12,-25,0,18)
> x <- c(8,-10,-24,-19,8,24,14,7,9,-26,19,15,-1,-10,-21,-14,-27,26,23,5,19,-19,24,17,1,-9,-16,-21,-14,31,27,10,12,-23,13,26,-1,4,-16,-5,9,23,9,2,10,-29,17,9,9,-10,-23,13,13,-9,9,5,8,-18,7,4)
> par7 = 'openbare werken'
> par6 = 'niet-woongebouwen'
> par5 = 'woongebouwen'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/1atx71226610318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/2bvin1226610318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/3pcqt1226610318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/4qbqv1226610318.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/57l6g1226610318.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  
     0.4717       0.9250  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6pwly1226610318.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] -38.1125739 -36.6181831 -35.1237923 -33.6294016 -32.1350108 -30.6406200
 [7] -29.1462293 -27.6518385 -26.1574477 -24.6630569 -23.1686662 -21.6742754
[13] -20.1798846 -18.6854939 -17.1911031 -15.6967123 -14.2023215 -12.7079308
[19] -11.2135400  -9.7191492  -8.2247585  -6.7303677  -5.2359769  -3.7415862
[25]  -2.2471954  -0.7528046   0.7415862   2.2359769   3.7303677   5.2247585
[31]   6.7191492   8.2135400   9.7079308  11.2023215  12.6967123  14.1911031
[37]  15.6854939  17.1798846  18.6742754  20.1686662  21.6630569  23.1574477
[43]  24.6518385  26.1462293  27.6406200  29.1350108  30.6294016  32.1237923
[49]  33.6181831  35.1125739

$yords
 [1] -62.8185940 -60.5811003 -58.3436067 -56.1061131 -53.8686194 -51.6311258
 [7] -49.3936322 -47.1561385 -44.9186449 -42.6811513 -40.4436577 -38.2061640
[13] -35.9686704 -33.7311768 -31.4936831 -29.2561895 -27.0186959 -24.7812022
[19] -22.5437086 -20.3062150 -18.0687213 -15.8312277 -13.5937341 -11.3562404
[25]  -9.1187468  -6.8812532  -4.6437596  -2.4062659  -0.1687723   2.0687213
[31]   4.3062150   6.5437086   8.7812022  11.0186959  13.2561895  15.4936831
[37]  17.7311768  19.9686704  22.2061640  24.4436577  26.6811513  28.9186449
[43]  31.1561385  33.3936322  35.6311258  37.8686194  40.1061131  42.3436067
[49]  44.5811003  46.8185940

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.818379e-03 8.088715e-03 8.671905e-03 8.735158e-03 8.537401e-03
 [2,] 8.147233e-03 1.082239e-02 1.275153e-02 1.367898e-02 1.384092e-02
 [3,] 8.398489e-03 1.238111e-02 1.615458e-02 1.888096e-02 2.024900e-02
 [4,] 7.686987e-03 1.241308e-02 1.776365e-02 2.271931e-02 2.630058e-02
 [5,] 6.288835e-03 1.116824e-02 1.738484e-02 2.410548e-02 3.015657e-02
 [6,] 4.491998e-03 8.985735e-03 1.540038e-02 2.310428e-02 3.099211e-02
 [7,] 2.724416e-03 6.281073e-03 1.218617e-02 2.017787e-02 2.917852e-02
 [8,] 1.441557e-03 3.735718e-03 8.346718e-03 1.571050e-02 2.515526e-02
 [9,] 8.671902e-04 2.016385e-03 4.904596e-03 1.057224e-02 1.929465e-02
[10,] 9.502182e-04 1.401696e-03 2.772881e-03 6.204423e-03 1.281039e-02
[11,] 1.443226e-03 1.755265e-03 2.266884e-03 3.784409e-03 7.617051e-03
[12,] 1.945430e-03 2.616930e-03 3.086432e-03 3.620689e-03 5.150438e-03
[13,] 2.057497e-03 3.301509e-03 4.420690e-03 5.119627e-03 5.625108e-03
[14,] 1.668583e-03 3.247066e-03 5.200315e-03 6.947905e-03 7.965322e-03
[15,] 1.031677e-03 2.448761e-03 4.752487e-03 7.602477e-03 1.015274e-02
[16,] 4.850972e-04 1.408940e-03 3.331892e-03 6.451947e-03 1.031638e-02
[17,] 1.732231e-04 6.169337e-04 1.783782e-03 4.204118e-03 8.126527e-03
[18,] 4.706529e-05 2.053663e-04 7.274932e-04 2.094408e-03 4.921302e-03
[19,] 1.029889e-05 5.239881e-05 2.260577e-04 7.961592e-04 2.282621e-03
[20,] 3.728951e-06 1.213465e-05 5.502898e-05 2.318518e-04 8.104594e-04
[21,] 5.887842e-06 8.309000e-06 1.624965e-05 5.637740e-05 2.236895e-04
[22,] 1.110568e-05 1.655726e-05 2.087244e-05 2.754973e-05 6.102521e-05
[23,] 1.629497e-05 2.970430e-05 4.374814e-05 5.280198e-05 5.702866e-05
[24,] 1.810787e-05 4.067510e-05 7.364482e-05 1.075605e-04 1.274063e-04
[25,] 1.522050e-05 4.214573e-05 9.405341e-05 1.691663e-04 2.453150e-04
[26,] 9.676352e-06 3.303000e-05 9.086531e-05 2.014567e-04 3.599742e-04
[27,] 4.652789e-06 1.957867e-05 6.639653e-05 1.814679e-04 3.997119e-04
[28,] 1.692133e-06 8.777626e-06 3.669546e-05 1.236344e-04 3.357053e-04
[29,] 4.654518e-07 2.976393e-06 1.533905e-05 6.370866e-05 2.132505e-04
[30,] 9.683539e-08 7.633480e-07 4.849576e-06 2.483000e-05 1.024569e-04
[31,] 1.523745e-08 1.480723e-07 1.159653e-06 7.319376e-06 3.723157e-05
[32,] 1.813470e-09 2.172424e-08 2.097354e-07 1.631890e-06 1.023295e-05
[33,] 1.632402e-10 2.410651e-09 2.869026e-08 2.751862e-07 2.127207e-06
[34,] 1.111382e-11 2.023221e-10 2.968360e-09 3.509794e-08 3.344550e-07
[35,] 5.722933e-13 1.284315e-11 2.322832e-10 3.385757e-09 3.977267e-08
[36,] 2.228913e-14 6.166219e-13 1.374796e-11 2.470297e-10 3.577264e-09
[37,] 6.565787e-16 2.239162e-14 6.154287e-13 1.363207e-11 2.433529e-10
[38,] 1.462850e-17 6.149948e-16 2.083707e-14 5.689755e-13 1.252106e-11
[39,] 2.465083e-19 1.277545e-17 5.335981e-16 1.796157e-14 4.872645e-13
[40,] 3.141831e-21 2.007245e-19 1.033502e-17 4.288590e-16 1.434194e-14
[41,] 3.028680e-23 2.385304e-21 1.514007e-19 7.744688e-18 3.192789e-16
[42,] 2.208224e-25 2.143909e-23 1.677504e-21 1.057822e-19 5.375907e-18
[43,] 1.217733e-27 1.457432e-25 1.405783e-23 1.092799e-21 6.846245e-20
[44,] 5.079011e-30 7.493561e-28 8.910281e-26 8.538595e-24 6.594341e-22
[45,] 1.602240e-32 2.914134e-30 4.271551e-28 5.046073e-26 4.804093e-24
[46,] 3.822900e-35 8.571323e-33 1.548806e-30 2.255474e-28 2.647090e-26
[47,] 6.898861e-38 1.906800e-35 4.247441e-33 7.625027e-31 1.103177e-28
[48,] 9.416370e-41 3.208368e-38 8.810068e-36 1.949693e-33 3.477305e-31
[49,] 9.720895e-44 4.083005e-41 1.382127e-38 3.770578e-36 8.290057e-34
[50,] 7.590111e-47 3.930019e-44 1.639970e-41 5.515296e-39 1.494828e-36
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.148263e-03 7.439991e-03 6.280509e-03 4.728267e-03 3.076354e-03
 [2,] 1.358125e-02 1.297110e-02 1.181624e-02 9.938000e-03 7.453372e-03
 [3,] 2.056308e-02 2.023775e-02 1.932813e-02 1.756321e-02 1.472183e-02
 [4,] 2.816923e-02 2.868229e-02 2.828883e-02 2.700532e-02 2.448290e-02
 [5,] 3.451869e-02 3.687702e-02 3.761138e-02 3.715056e-02 3.544890e-02
 [6,] 3.784330e-02 4.275071e-02 4.549204e-02 4.643191e-02 4.591595e-02
 [7,] 3.781682e-02 4.497622e-02 5.004330e-02 5.296576e-02 5.405661e-02
 [8,] 3.507489e-02 4.388147e-02 5.073488e-02 5.548996e-02 5.833235e-02
 [9,] 2.989561e-02 4.021725e-02 4.854979e-02 5.449091e-02 5.848739e-02
[10,] 2.263320e-02 3.395169e-02 4.411056e-02 5.140936e-02 5.599776e-02
[11,] 1.491074e-02 2.543374e-02 3.695281e-02 4.644959e-02 5.238002e-02
[12,] 9.141105e-03 1.674456e-02 2.746354e-02 3.866571e-02 4.716755e-02
[13,] 6.976820e-03 1.078768e-02 1.821839e-02 2.857541e-02 3.901089e-02
[14,] 8.386329e-03 9.332560e-03 1.255969e-02 1.927386e-02 2.871220e-02
[15,] 1.158372e-02 1.187542e-02 1.218981e-02 1.441925e-02 1.987823e-02
[16,] 1.378949e-02 1.571439e-02 1.585919e-02 1.536921e-02 1.625666e-02
[17,] 1.299701e-02 1.740794e-02 1.986511e-02 1.988336e-02 1.852373e-02
[18,] 9.500778e-03 1.520904e-02 2.043265e-02 2.339331e-02 2.334243e-02
[19,] 5.349318e-03 1.031956e-02 1.654704e-02 2.231894e-02 2.567629e-02
[20,] 2.313991e-03 5.410401e-03 1.043572e-02 1.677352e-02 2.273614e-02
[21,] 7.716955e-04 2.192802e-03 5.116577e-03 9.872730e-03 1.591864e-02
[22,] 2.081361e-04 6.966718e-04 1.965216e-03 4.575297e-03 8.834351e-03
[23,] 7.884717e-05 1.978948e-04 6.149763e-04 1.709142e-03 3.964295e-03
[24,] 1.267733e-04 1.283128e-04 2.120864e-04 5.631283e-04 1.514707e-03
[25,] 2.874989e-04 2.766462e-04 2.408114e-04 2.767055e-04 5.777243e-04
[26,] 5.185019e-04 6.028033e-04 5.705331e-04 4.644721e-04 4.248059e-04
[27,] 7.095710e-04 1.015311e-03 1.171964e-03 1.097337e-03 8.639756e-04
[28,] 7.346326e-04 1.295629e-03 1.841737e-03 2.111379e-03 1.959778e-03
[29,] 5.752730e-04 1.250692e-03 2.191411e-03 3.094730e-03 3.524022e-03
[30,] 3.407203e-04 9.131591e-04 1.972367e-03 3.433403e-03 4.817030e-03
[31,] 1.526305e-04 5.042693e-04 1.342692e-03 2.881258e-03 4.982910e-03
[32,] 5.171350e-05 2.106192e-04 6.913289e-04 1.828787e-03 3.898825e-03
[33,] 1.325213e-05 6.653537e-05 2.692231e-04 8.779374e-04 2.307315e-03
[34,] 2.568541e-06 1.589741e-05 7.929742e-05 3.187743e-04 1.032760e-03
[35,] 3.765360e-07 2.872893e-06 1.766546e-05 8.754316e-05 3.496321e-04
[36,] 4.174897e-08 3.926735e-07 2.976530e-06 1.818362e-05 8.952460e-05
[37,] 3.501098e-09 4.059410e-08 3.793277e-07 2.856654e-06 1.733775e-05
[38,] 2.220660e-10 3.174049e-09 3.656269e-08 3.394331e-07 2.539581e-06
[39,] 1.065316e-11 1.877081e-10 2.665512e-09 3.050491e-08 2.813524e-07
[40,] 3.865402e-13 8.395993e-12 1.469747e-10 2.073503e-09 2.357537e-08
[41,] 1.060791e-14 2.840405e-13 6.129483e-12 1.066004e-10 1.494120e-09
[42,] 2.201834e-16 7.267879e-15 1.933411e-13 4.145072e-12 7.161958e-11
[43,] 3.456672e-18 1.406547e-16 4.612579e-15 1.219059e-13 2.596553e-12
[44,] 4.104405e-20 2.058824e-18 8.323037e-17 2.711662e-15 7.120020e-14
[45,] 3.686066e-22 2.279319e-20 1.135901e-18 4.562125e-17 1.476678e-15
[46,] 2.503765e-24 1.908571e-22 1.172511e-20 5.805190e-19 2.316370e-17
[47,] 1.286302e-26 1.208734e-24 9.154028e-23 5.587079e-21 2.748207e-19
[48,] 4.998199e-29 5.789942e-27 5.405411e-25 4.067000e-23 2.466105e-21
[49,] 1.468931e-31 2.097659e-29 2.414140e-27 2.239138e-25 1.673753e-23
[50,] 3.265187e-34 5.747971e-32 8.154835e-30 9.324093e-28 8.591916e-26
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.688487e-03 7.688076e-04 2.873200e-04 8.757759e-05 2.169745e-05
 [2,] 4.833245e-03 2.645779e-03 1.202481e-03 4.489935e-04 1.368951e-04
 [3,] 1.100746e-02 7.121983e-03 3.893908e-03 1.769638e-03 6.616440e-04
 [4,] 2.046913e-02 1.527711e-02 9.878827e-03 5.405807e-03 2.462915e-03
 [5,] 3.208804e-02 2.679654e-02 2.000308e-02 1.295938e-02 7.118974e-03
 [6,] 4.381703e-02 3.966073e-02 3.315890e-02 2.483056e-02 1.617541e-02
 [7,] 5.352298e-02 5.114590e-02 4.640608e-02 3.897861e-02 2.940637e-02
 [8,] 5.949760e-02 5.902206e-02 5.659819e-02 5.166475e-02 4.381084e-02
 [9,] 6.099843e-02 6.216991e-02 6.186906e-02 5.972111e-02 5.511793e-02
[10,] 5.894732e-02 6.097134e-02 6.212347e-02 6.214003e-02 6.062181e-02
[11,] 5.548200e-02 5.736913e-02 5.892056e-02 6.009618e-02 6.056952e-02
[12,] 5.171599e-02 5.357808e-02 5.471206e-02 5.600950e-02 5.732874e-02
[13,] 4.640547e-02 4.988969e-02 5.110808e-02 5.208196e-02 5.352285e-02
[14,] 3.804027e-02 4.442272e-02 4.740256e-02 4.878224e-02 5.033750e-02
[15,] 2.790000e-02 3.590025e-02 4.149866e-02 4.460900e-02 4.694747e-02
[16,] 2.001407e-02 2.624097e-02 3.280555e-02 3.787699e-02 4.163842e-02
[17,] 1.788140e-02 1.967666e-02 2.391009e-02 2.903406e-02 3.377562e-02
[18,] 2.118971e-02 1.905280e-02 1.888513e-02 2.115306e-02 2.493368e-02
[19,] 2.563748e-02 2.290986e-02 1.955491e-02 1.770820e-02 1.827992e-02
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[30,] 6.600610e-03 3.886004e-03 1.851224e-03 7.122709e-04 2.211257e-04
[31,] 6.588351e-03 4.771315e-03 2.799109e-03 1.326966e-03 5.077109e-04
[32,] 4.982892e-03 4.434381e-03 3.202221e-03 1.870090e-03 8.817484e-04
[33,] 2.862590e-03 3.121474e-03 2.772326e-03 1.993831e-03 1.158347e-03
[34,] 1.280684e-03 1.671051e-03 1.817755e-03 1.608501e-03 1.151134e-03
[35,] 6.038932e-04 7.184400e-04 9.102872e-04 9.832054e-04 8.655935e-04
[36,] 8.792066e-04 4.327341e-04 3.927043e-04 4.640510e-04 4.938935e-04
[37,] 2.420953e-03 9.055038e-04 3.469242e-04 2.181105e-04 2.233050e-04
[38,] 5.715620e-03 2.488250e-03 9.073770e-04 3.004044e-04 1.300785e-04
[39,] 1.055368e-02 5.496743e-03 2.393939e-03 8.618971e-04 2.648647e-04
[40,] 1.554467e-02 9.445654e-03 4.933420e-03 2.145793e-03 7.664979e-04
[41,] 1.942031e-02 1.298605e-02 7.896897e-03 4.121981e-03 1.787676e-03
[42,] 2.311426e-02 1.539616e-02 1.017325e-02 6.155760e-03 3.201594e-03
[43,] 2.943659e-02 1.808012e-02 1.156471e-02 7.468565e-03 4.470045e-03
[44,] 3.948540e-02 2.349642e-02 1.361626e-02 8.243647e-03 5.140535e-03
[45,] 4.951244e-02 3.181004e-02 1.815477e-02 9.882098e-03 5.591272e-03
[46,] 5.287177e-02 3.904035e-02 2.459275e-02 1.351456e-02 6.910945e-03
[47,] 4.620732e-02 3.988267e-02 2.925340e-02 1.812439e-02 9.639701e-03
[48,] 3.277853e-02 3.288932e-02 2.840857e-02 2.071745e-02 1.265954e-02
[49,] 1.899305e-02 2.181640e-02 2.202591e-02 1.903189e-02 1.380845e-02
[50,] 9.090838e-03 1.173994e-02 1.363414e-02 1.383709e-02 1.195542e-02

> 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  
     -5.754        1.135  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/71xcu1226610318.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] -37.2993624 -35.7361231 -34.1728839 -32.6096446 -31.0464053 -29.4831660
 [7] -27.9199267 -26.3566874 -24.7934482 -23.2302089 -21.6669696 -20.1037303
[13] -18.5404910 -16.9772517 -15.4140125 -13.8507732 -12.2875339 -10.7242946
[19]  -9.1610553  -7.5978161  -6.0345768  -4.4713375  -2.9080982  -1.3448589
[25]   0.2183804   1.7816196   3.3448589   4.9080982   6.4713375   8.0345768
[31]   9.5978161  11.1610553  12.7242946  14.2875339  15.8507732  17.4140125
[37]  18.9772517  20.5404910  22.1037303  23.6669696  25.2302089  26.7934482
[43]  28.3566874  29.9199267  31.4831660  33.0464053  34.6096446  36.1728839
[49]  37.7361231  39.2993624

$yords
 [1] -62.8185940 -60.5811003 -58.3436067 -56.1061131 -53.8686194 -51.6311258
 [7] -49.3936322 -47.1561385 -44.9186449 -42.6811513 -40.4436577 -38.2061640
[13] -35.9686704 -33.7311768 -31.4936831 -29.2561895 -27.0186959 -24.7812022
[19] -22.5437086 -20.3062150 -18.0687213 -15.8312277 -13.5937341 -11.3562404
[25]  -9.1187468  -6.8812532  -4.6437596  -2.4062659  -0.1687723   2.0687213
[31]   4.3062150   6.5437086   8.7812022  11.0186959  13.2561895  15.4936831
[37]  17.7311768  19.9686704  22.2061640  24.4436577  26.6811513  28.9186449
[43]  31.1561385  33.3936322  35.6311258  37.8686194  40.1061131  42.3436067
[49]  44.5811003  46.8185940

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.134836e-03 7.864314e-03 7.208438e-03 5.309938e-03 3.125660e-03
 [2,] 9.300487e-03 1.161663e-02 1.260317e-02 1.149624e-02 8.521194e-03
 [3,] 1.039730e-02 1.458416e-02 1.782472e-02 1.902814e-02 1.726427e-02
 [4,] 9.651763e-03 1.569126e-02 2.158853e-02 2.584313e-02 2.715005e-02
 [5,] 7.389415e-03 1.408868e-02 2.243146e-02 3.025756e-02 3.550235e-02
 [6,] 4.993634e-03 1.069451e-02 1.966416e-02 3.052151e-02 4.029804e-02
 [7,] 3.271987e-03 7.405171e-03 1.497669e-02 2.639174e-02 3.973284e-02
 [8,] 2.060471e-03 4.971259e-03 1.062618e-02 2.031753e-02 3.419666e-02
 [9,] 1.114996e-03 3.084746e-03 7.189238e-03 1.465886e-02 2.663639e-02
[10,] 4.708809e-04 1.591661e-03 4.332430e-03 9.829314e-03 1.929774e-02
[11,] 1.503821e-04 6.373623e-04 2.127551e-03 5.701683e-03 1.264912e-02
[12,] 3.749835e-05 1.974681e-04 8.176233e-04 2.677771e-03 7.044734e-03
[13,] 7.851574e-06 5.005754e-05 2.523774e-04 1.007956e-03 3.205058e-03
[14,] 1.439900e-06 1.104610e-05 6.680084e-05 3.195099e-04 1.215322e-03
[15,] 2.423053e-07 2.112904e-06 1.549125e-05 8.937274e-05 4.053448e-04
[16,] 8.972840e-08 4.143643e-07 3.054793e-06 2.135376e-05 1.187610e-04
[17,] 1.111909e-07 2.738930e-07 8.123113e-07 4.406244e-06 2.854400e-05
[18,] 1.244365e-07 3.713101e-07 8.633519e-07 1.895470e-06 6.649993e-06
[19,] 9.612449e-08 3.836793e-07 1.152637e-06 2.637304e-06 4.987307e-06
[20,] 5.046383e-08 2.708537e-07 1.092226e-06 3.311085e-06 7.579288e-06
[21,] 1.799082e-08 1.298789e-07 7.043879e-07 2.869993e-06 8.787042e-06
[22,] 4.355418e-09 4.229180e-08 3.085080e-07 1.690667e-06 6.960456e-06
[23,] 7.160045e-10 9.351495e-09 9.175517e-08 6.763327e-07 3.745182e-06
[24,] 7.992980e-11 1.404149e-09 1.853113e-08 1.837260e-07 1.368428e-06
[25,] 6.059110e-12 1.431700e-10 2.541442e-09 3.389129e-08 3.395302e-07
[26,] 3.119005e-13 9.912846e-12 2.366822e-10 4.245341e-09 5.720605e-08
[27,] 1.090262e-14 4.660712e-13 1.496783e-11 3.611143e-10 6.545051e-09
[28,] 2.587929e-16 1.488034e-14 6.427744e-13 2.085852e-11 5.084999e-10
[29,] 4.171391e-18 3.226118e-16 1.874413e-14 8.181433e-13 2.682723e-11
[30,] 4.565796e-20 4.749577e-18 3.711755e-16 2.179126e-14 9.610985e-13
[31,] 3.393589e-22 4.748284e-20 4.991147e-18 3.941327e-16 2.338122e-14
[32,] 1.712809e-24 3.223484e-22 4.557519e-20 4.840716e-18 3.862544e-16
[33,] 5.870379e-27 1.486010e-24 2.825946e-22 4.037236e-20 4.332983e-18
[34,] 1.366250e-29 4.651840e-27 1.189889e-24 2.286471e-22 3.300712e-20
[35,] 2.159244e-32 9.888609e-30 3.402170e-27 8.793352e-25 1.707401e-22
[36,] 2.317287e-35 1.427422e-32 6.605606e-30 2.296414e-27 5.997503e-25
[37,] 1.688752e-38 1.399193e-35 8.709175e-33 4.072429e-30 1.430583e-27
[38,] 8.357153e-42 9.313416e-39 7.797365e-36 4.904148e-33 2.317194e-30
[39,] 2.808393e-45 4.209666e-42 4.740518e-39 4.010336e-36 2.548700e-33
[40,] 6.408621e-49 1.292092e-45 1.957091e-42 2.226922e-39 1.903629e-36
[41,] 9.930665e-53 2.693061e-49 5.486598e-46 8.397238e-43 9.655020e-40
[42,] 1.044959e-56 3.811590e-53 1.044486e-49 2.150181e-46 3.325303e-43
[43,] 7.466674e-61 3.663307e-57 1.350234e-53 3.738703e-50 7.777080e-47
[44,] 3.622950e-65 2.390823e-61 1.185285e-57 4.414423e-54 1.235120e-50
[45,] 1.193726e-69 1.059568e-65 7.065511e-62 3.539437e-58 1.332015e-54
[46,] 2.670877e-74 3.188727e-70 2.860037e-66 1.927089e-62 9.754756e-59
[47,] 4.057984e-79 6.516479e-75 7.861526e-71 7.124862e-67 4.850998e-63
[48,] 4.186720e-84 9.043068e-80 1.467403e-75 1.788787e-71 1.638148e-67
[49,] 2.933250e-89 8.521776e-85 1.859958e-80 3.049664e-76 3.756530e-72
[50,] 1.395476e-94 5.453094e-90 1.600869e-85 3.530569e-81 5.849519e-77
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.592332e-03 9.330989e-04 8.059093e-04 7.916970e-04 6.746054e-04
 [2,] 5.115557e-03 2.735371e-03 1.751912e-03 1.613849e-03 1.613159e-03
 [3,] 1.288104e-02 7.903044e-03 4.451876e-03 3.102661e-03 3.011833e-03
 [4,] 2.449922e-02 1.840985e-02 1.156543e-02 6.876370e-03 5.176294e-03
 [5,] 3.672325e-02 3.296360e-02 2.496217e-02 1.607851e-02 1.008713e-02
 [6,] 4.635092e-02 4.722548e-02 4.217842e-02 3.220119e-02 2.127753e-02
 [7,] 5.121106e-02 5.769604e-02 5.789827e-02 5.145129e-02 3.960369e-02
 [8,] 4.972313e-02 6.236485e-02 6.870716e-02 6.785197e-02 5.996230e-02
 [9,] 4.283454e-02 6.002108e-02 7.306510e-02 7.854974e-02 7.622381e-02
[10,] 3.357389e-02 5.177994e-02 6.996849e-02 8.258622e-02 8.650455e-02
[11,] 2.408553e-02 4.042992e-02 6.015715e-02 7.866792e-02 9.016971e-02
[12,] 1.529549e-02 2.836808e-02 4.623455e-02 6.680770e-02 8.502458e-02
[13,] 8.218517e-03 1.740661e-02 3.146428e-02 4.998028e-02 7.054154e-02
[14,] 3.702421e-03 9.148141e-03 1.874858e-02 3.290101e-02 5.095243e-02
[15,] 1.457741e-03 4.203267e-03 9.868267e-03 1.932000e-02 3.260732e-02
[16,] 5.151403e-04 1.755683e-03 4.766600e-03 1.051000e-02 1.935920e-02
[17,] 1.541955e-04 6.479644e-04 2.115989e-03 5.437830e-03 1.122738e-02
[18,] 3.686658e-05 1.925219e-04 7.926121e-04 2.515980e-03 6.203047e-03
[19,] 1.134524e-05 4.680722e-05 2.289241e-04 9.275695e-04 2.898384e-03
[20,] 1.352600e-05 2.283230e-05 6.149961e-05 2.596614e-04 1.026897e-03
[21,] 2.024931e-05 3.554929e-05 5.165400e-05 9.058134e-05 2.870226e-04
[22,] 2.152985e-05 5.006473e-05 8.791631e-05 1.204498e-04 1.566422e-04
[23,] 1.558011e-05 4.869290e-05 1.143552e-04 2.021489e-04 2.723217e-04
[24,] 7.656962e-06 3.218653e-05 1.016435e-04 2.411627e-04 4.301667e-04
[25,] 2.555360e-06 1.444801e-05 6.136862e-05 1.958260e-04 4.694541e-04
[26,] 5.791016e-07 4.404027e-06 2.516096e-05 1.079912e-04 3.482038e-04
[27,] 8.911792e-08 9.115898e-07 7.005124e-06 4.044048e-05 1.753881e-04
[28,] 9.312839e-09 1.281315e-07 1.324376e-06 1.028375e-05 5.998947e-05
[29,] 6.608552e-10 1.222980e-08 1.700256e-07 1.775799e-06 1.393341e-05
[30,] 3.184473e-11 7.926655e-10 1.482259e-08 2.082302e-07 2.197592e-06
[31,] 1.042020e-12 3.488733e-11 8.774886e-10 1.658062e-08 2.353663e-07
[32,] 2.315377e-14 1.042684e-12 3.527491e-11 8.965305e-10 1.711784e-08
[33,] 3.493611e-16 2.116144e-14 9.629368e-13 3.291827e-11 8.453986e-10
[34,] 3.579600e-18 2.916383e-16 1.784995e-14 8.207602e-13 2.835187e-11
[35,] 2.490588e-20 2.729301e-18 2.246899e-16 1.389643e-14 6.456688e-13
[36,] 1.176728e-22 1.734465e-20 1.920602e-18 1.597709e-16 9.984946e-15
[37,] 3.775359e-25 7.484920e-23 1.114805e-20 1.247384e-18 1.048552e-16
[38,] 8.225210e-28 2.193389e-25 4.394078e-23 6.613176e-21 7.477260e-19
[39,] 1.216867e-30 4.364673e-28 1.176100e-25 2.380827e-23 3.620789e-21
[40,] 1.222493e-33 5.897868e-31 2.137608e-28 5.820410e-26 1.190618e-23
[41,] 8.339824e-37 5.411851e-34 2.638273e-31 9.662456e-29 2.658588e-26
[42,] 3.863446e-40 3.372129e-37 2.211155e-34 1.089256e-31 4.031239e-29
[43,] 1.215347e-43 1.426823e-40 1.258423e-37 8.338360e-35 4.150838e-32
[44,] 2.596169e-47 4.099620e-44 4.863423e-41 4.334513e-38 2.902305e-35
[45,] 3.765937e-51 7.998802e-48 1.276338e-44 1.530062e-41 1.378037e-38
[46,] 3.709547e-55 1.059776e-51 2.274563e-48 3.667644e-45 4.443137e-42
[47,] 2.481283e-59 9.534796e-56 2.752573e-52 5.970011e-49 9.728151e-46
[48,] 1.127040e-63 5.825280e-60 2.261980e-56 6.598927e-53 1.446384e-49
[49,] 3.476276e-68 2.416764e-64 1.262267e-60 4.953201e-57 1.460338e-53
[50,] 7.280969e-73 6.808522e-69 4.783176e-65 2.524659e-61 1.001224e-57
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.709967e-04 3.322880e-04 4.434492e-04 9.547501e-04 1.840561e-03
 [2,] 1.379038e-03 9.568749e-04 6.345775e-04 7.398449e-04 1.520273e-03
 [3,] 3.047792e-03 2.610578e-03 1.803321e-03 1.137685e-03 1.157890e-03
 [4,] 5.236003e-03 5.341850e-03 4.579105e-03 3.152456e-03 1.911594e-03
 [5,] 8.123852e-03 8.479351e-03 8.692532e-03 7.449002e-03 5.113916e-03
 [6,] 1.405079e-02 1.198110e-02 1.279837e-02 1.314929e-02 1.125344e-02
 [7,] 2.683577e-02 1.857591e-02 1.659912e-02 1.802791e-02 1.852715e-02
 [8,] 4.651564e-02 3.228782e-02 2.330973e-02 2.162439e-02 2.375626e-02
 [9,] 6.691581e-02 5.227894e-02 3.712507e-02 2.781101e-02 2.656632e-02
[10,] 8.235551e-02 7.174115e-02 5.642457e-02 4.096419e-02 3.170112e-02
[11,] 9.203942e-02 8.593572e-02 7.428127e-02 5.887300e-02 4.373498e-02
[12,] 9.504140e-02 9.482877e-02 8.704784e-02 7.487357e-02 6.003434e-02
[13,] 8.794576e-02 9.650634e-02 9.474299e-02 8.609034e-02 7.424376e-02
[14,] 7.051336e-02 8.666868e-02 9.413070e-02 9.183753e-02 8.359370e-02
[15,] 4.901524e-02 6.656633e-02 8.108571e-02 8.794714e-02 8.636029e-02
[16,] 3.096117e-02 4.470634e-02 5.937007e-02 7.190256e-02 7.857982e-02
[17,] 1.923382e-02 2.864851e-02 3.907827e-02 5.027080e-02 6.053572e-02
[18,] 1.209573e-02 1.926013e-02 2.639569e-02 3.335717e-02 4.091907e-02
[19,] 6.964630e-03 1.303938e-02 1.954803e-02 2.470931e-02 2.858250e-02
[20,] 3.183992e-03 7.559282e-03 1.383773e-02 1.995976e-02 2.375281e-02
[21,] 1.071031e-03 3.299600e-03 7.816950e-03 1.421617e-02 2.020705e-02
[22,] 3.262135e-04 1.058863e-03 3.209317e-03 7.633743e-03 1.397712e-02
[23,] 3.042882e-04 4.134115e-04 1.016689e-03 2.934019e-03 7.021132e-03
[24,] 5.795274e-04 6.098103e-04 6.132353e-04 1.000987e-03 2.549656e-03
[25,] 8.457015e-04 1.146824e-03 1.185824e-03 1.021768e-03 1.094016e-03
[26,] 8.434704e-04 1.535099e-03 2.100483e-03 2.171468e-03 1.758540e-03
[27,] 5.714396e-04 1.398718e-03 2.572157e-03 3.554568e-03 3.698541e-03
[28,] 2.628968e-04 8.655336e-04 2.140800e-03 3.978099e-03 5.554399e-03
[29,] 8.213119e-05 3.637042e-04 1.209993e-03 3.024280e-03 5.679146e-03
[30,] 1.742363e-05 1.037817e-04 4.644078e-04 1.561299e-03 3.943649e-03
[31,] 2.510019e-06 2.010953e-05 1.210390e-04 5.473449e-04 1.859642e-03
[32,] 2.455405e-07 2.646008e-06 2.142202e-05 1.303008e-04 5.954904e-04
[33,] 1.631089e-08 2.364228e-07 2.574575e-06 2.106421e-05 1.294897e-04
[34,] 7.357665e-10 1.434486e-08 2.101169e-07 2.312361e-06 1.912108e-05
[35,] 2.253777e-11 5.910343e-10 1.164467e-08 1.723771e-07 1.917377e-06
[36,] 4.688029e-13 1.653631e-11 4.382327e-10 8.726059e-09 1.305637e-07
[37,] 6.621843e-15 3.141774e-13 1.119940e-11 2.999665e-10 6.037535e-09
[38,] 6.351498e-17 4.053418e-15 1.943558e-13 7.002357e-12 1.895925e-10
[39,] 4.136975e-19 3.551231e-17 2.290416e-15 1.110030e-13 4.043057e-12
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[19,] 4.831583e-03 1.535386e-03 4.176250e-04 1.457267e-04 1.049744e-04
[20,] 1.163682e-02 4.876176e-03 1.641207e-03 4.674690e-04 1.332418e-04
[21,] 2.122561e-02 1.162249e-02 5.181322e-03 1.922177e-03 6.150826e-04
[22,] 3.092435e-02 2.109987e-02 1.218216e-02 5.928905e-03 2.480858e-03
[23,] 3.991299e-02 3.088126e-02 2.183698e-02 1.351397e-02 7.272713e-03
[24,] 5.125082e-02 4.039561e-02 3.163777e-02 2.339917e-02 1.563251e-02
[25,] 6.777478e-02 5.294989e-02 4.133499e-02 3.282405e-02 2.544873e-02
[26,] 8.884608e-02 7.178112e-02 5.503837e-02 4.233989e-02 3.390448e-02
[27,] 1.132957e-01 9.624605e-02 7.636286e-02 5.731605e-02 4.307430e-02
[28,] 1.407134e-01 1.239754e-01 1.036545e-01 8.111968e-02 5.958617e-02
[29,] 1.669239e-01 1.523525e-01 1.325614e-01 1.099856e-01 8.546686e-02
[30,] 1.834189e-01 1.757034e-01 1.588151e-01 1.374784e-01 1.141178e-01
[31,] 1.827417e-01 1.864580e-01 1.769550e-01 1.589714e-01 1.377282e-01
[32,] 1.613342e-01 1.795378e-01 1.817068e-01 1.709438e-01 1.529783e-01
[33,] 1.220476e-01 1.533911e-01 1.701218e-01 1.708207e-01 1.593829e-01
[34,] 7.683223e-02 1.124592e-01 1.416368e-01 1.566692e-01 1.563157e-01
[35,] 4.058551e-02 6.920190e-02 1.014587e-01 1.279633e-01 1.414619e-01
[36,] 2.057521e-02 3.709113e-02 6.185675e-02 9.026119e-02 1.139423e-01
[37,] 1.386137e-02 2.119340e-02 3.460368e-02 5.527917e-02 7.965481e-02
[38,] 1.365258e-02 1.710731e-02 2.282102e-02 3.307033e-02 4.960133e-02
[39,] 1.597654e-02 1.788216e-02 2.101153e-02 2.508883e-02 3.219472e-02
[40,] 1.923205e-02 2.008106e-02 2.230864e-02 2.503687e-02 2.745056e-02
[41,] 2.033357e-02 2.220554e-02 2.378724e-02 2.630462e-02 2.852985e-02
[42,] 1.648911e-02 2.128228e-02 2.409750e-02 2.643891e-02 2.920688e-02
[43,] 9.561626e-03 1.566233e-02 2.088180e-02 2.445354e-02 2.751007e-02
[44,] 3.850048e-03 8.271756e-03 1.390917e-02 1.910570e-02 2.314709e-02
[45,] 1.063545e-03 3.040865e-03 6.675354e-03 1.149098e-02 1.625995e-02
[46,] 2.005082e-04 7.678601e-04 2.236517e-03 5.002517e-03 8.810190e-03
[47,] 2.573686e-05 1.323930e-04 5.155208e-04 1.525594e-03 3.473567e-03
[48,] 2.246609e-06 1.554340e-05 8.119809e-05 3.207101e-04 9.632222e-04
[49,] 1.332900e-07 1.240945e-06 8.711213e-06 4.611459e-05 1.845483e-04
[50,] 5.373226e-09 6.732950e-08 6.355925e-07 4.518520e-06 2.421411e-05
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 6.138246e-26 2.245897e-28 6.173269e-31 1.274743e-33 1.977493e-36
 [2,] 2.473904e-23 1.217496e-25 4.501237e-28 1.250197e-30 2.608615e-33
 [3,] 6.770621e-21 4.481796e-23 2.228721e-25 8.326097e-28 2.336748e-30
 [4,] 1.258291e-18 1.120325e-20 7.493533e-23 3.765403e-25 1.421415e-27
 [5,] 1.587964e-16 1.901701e-18 1.710898e-20 1.156347e-22 5.871330e-25
 [6,] 1.360842e-14 2.192039e-16 2.652584e-18 2.411417e-20 1.646872e-22
 [7,] 7.919206e-13 1.715779e-14 2.792682e-16 3.414787e-18 3.136824e-20
 [8,] 3.129412e-11 9.119717e-13 1.996552e-14 3.283689e-16 4.057210e-18
 [9,] 8.397516e-10 3.291611e-11 9.692748e-13 2.144211e-14 3.563460e-16
[10,] 1.530193e-08 8.067574e-10 3.195365e-11 9.507804e-13 2.125317e-14
[11,] 1.893427e-07 1.342716e-08 7.153208e-10 2.862857e-11 8.607600e-13
[12,] 1.590956e-06 1.517514e-07 1.087398e-08 5.853646e-10 2.367270e-11
[13,] 9.077676e-06 1.164631e-06 1.122492e-07 8.127563e-09 4.421003e-10
[14,] 3.517211e-05 6.069474e-06 7.868377e-07 7.663044e-08 5.606616e-09
[15,] 9.253991e-05 2.147933e-05 3.745362e-06 4.906244e-07 4.828226e-08
[16,] 1.653361e-04 5.161759e-05 1.210626e-05 2.133066e-06 2.823461e-07
[17,] 2.005978e-04 8.423332e-05 2.657257e-05 6.297480e-06 1.121200e-06
[18,] 1.653933e-04 9.335352e-05 3.960717e-05 1.262520e-05 3.023375e-06
[19,] 9.449287e-05 7.049869e-05 4.011408e-05 1.718976e-05 5.536286e-06
[20,] 5.718575e-05 3.973527e-05 2.809828e-05 1.595025e-05 6.889110e-06
[21,] 1.772461e-04 5.182458e-05 2.038398e-05 1.110814e-05 5.944032e-06
[22,] 9.031381e-04 2.824474e-04 7.521758e-05 1.858622e-05 5.563596e-06
[23,] 3.417513e-03 1.381408e-03 4.638421e-04 1.251818e-04 2.707631e-05
[24,] 9.264496e-03 4.786469e-03 2.084597e-03 7.353955e-04 2.036645e-04
[25,] 1.830846e-02 1.178905e-02 6.547743e-03 3.005327e-03 1.097540e-03
[26,] 2.743235e-02 2.108444e-02 1.453819e-02 8.533659e-03 4.071557e-03
[27,] 3.437561e-02 2.874755e-02 2.337379e-02 1.704868e-02 1.045378e-02
[28,] 4.334860e-02 3.392814e-02 2.892633e-02 2.461780e-02 1.880882e-02
[29,] 6.161438e-02 4.311616e-02 3.251381e-02 2.776882e-02 2.445086e-02
[30,] 8.870443e-02 6.310742e-02 4.241448e-02 3.031288e-02 2.538479e-02
[31,] 1.151885e-01 9.018488e-02 6.375496e-02 4.130562e-02 2.763902e-02
[32,] 1.332227e-01 1.128703e-01 8.950973e-02 6.331440e-02 3.984299e-02
[33,] 1.422688e-01 1.248541e-01 1.074932e-01 8.664989e-02 6.167873e-02
[34,] 1.448657e-01 1.291081e-01 1.142296e-01 9.993463e-02 8.192514e-02
[35,] 1.407612e-01 1.300262e-01 1.158623e-01 1.031491e-01 9.131374e-02
[36,] 1.263048e-01 1.260643e-01 1.167555e-01 1.042620e-01 9.302598e-02
[37,] 1.005751e-01 1.122064e-01 1.130865e-01 1.057612e-01 9.494324e-02
[38,] 6.997515e-02 8.825727e-02 9.937195e-02 1.016755e-01 9.659899e-02
[39,] 4.467490e-02 6.119128e-02 7.691391e-02 8.744486e-02 9.103376e-02
[40,] 3.152495e-02 4.018300e-02 5.305769e-02 6.623204e-02 7.587307e-02
[41,] 2.929281e-02 3.057310e-02 3.577378e-02 4.528850e-02 5.590736e-02
[42,] 3.085552e-02 3.007586e-02 2.894691e-02 3.118990e-02 3.770895e-02
[43,] 3.047692e-02 3.154610e-02 2.946509e-02 2.645647e-02 2.635779e-02
[44,] 2.676252e-02 2.984708e-02 3.041680e-02 2.740794e-02 2.315650e-02
[45,] 2.041480e-02 2.432002e-02 2.739975e-02 2.761048e-02 2.413146e-02
[46,] 1.285859e-02 1.676767e-02 2.062855e-02 2.354759e-02 2.355647e-02
[47,] 6.262537e-03 9.446374e-03 1.282260e-02 1.631937e-02 1.891902e-02
[48,] 2.232573e-03 4.126032e-03 6.447147e-03 9.128111e-03 1.203123e-02
[49,] 5.623757e-04 1.327789e-03 2.519857e-03 4.088819e-03 6.047834e-03
[50,] 9.814448e-05 3.035091e-04 7.307102e-04 1.426950e-03 2.410284e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.304569e-39 2.017626e-42 1.327028e-45 6.556944e-49 2.433876e-52
 [2,] 4.089062e-36 4.815195e-39 4.259828e-42 2.831083e-45 1.413478e-48
 [3,] 4.926796e-33 7.803584e-36 9.285629e-39 8.300627e-42 5.574250e-45
 [4,] 4.030999e-30 8.587790e-33 1.374478e-35 1.652632e-38 1.492764e-41
 [5,] 2.239583e-27 6.417638e-30 1.381562e-32 2.234334e-35 2.714577e-38
 [6,] 8.449471e-25 3.256693e-27 9.429985e-30 2.051292e-32 3.352130e-35
 [7,] 2.164706e-22 1.122239e-24 4.370777e-27 1.278834e-29 2.810909e-32
 [8,] 3.765956e-20 2.626038e-22 1.375667e-24 5.413871e-27 1.600589e-29
 [9,] 4.448961e-18 4.172763e-20 2.940187e-22 1.556355e-24 6.188988e-27
[10,] 3.569024e-16 4.502501e-18 4.267211e-20 3.038202e-22 1.625051e-24
[11,] 1.944226e-14 3.299061e-16 4.205520e-18 4.027460e-20 2.897483e-22
[12,] 7.192033e-13 1.641476e-14 2.814510e-16 3.625379e-18 3.508183e-20
[13,] 1.806607e-11 5.546075e-13 1.279066e-14 2.216066e-16 2.884369e-18
[14,] 3.081645e-10 1.272460e-11 3.947210e-13 9.198541e-15 1.610373e-16
[15,] 3.569508e-09 1.982480e-10 8.271688e-12 2.592757e-13 6.105319e-15
[16,] 2.807641e-08 2.097401e-09 1.177079e-10 4.962635e-12 1.571803e-13
[17,] 1.499623e-07 1.506819e-08 1.137429e-09 6.450152e-11 2.747863e-12
[18,] 5.439131e-07 7.351023e-08 7.463630e-09 5.692915e-10 3.262114e-11
[19,] 1.339634e-06 2.435242e-07 3.325699e-08 3.411981e-09 2.629724e-10
[20,] 2.240850e-06 5.478430e-07 1.006296e-07 1.388628e-08 1.439556e-09
[21,] 2.556185e-06 8.376305e-07 2.068005e-07 3.837851e-08 5.351273e-09
[22,] 2.226904e-06 8.918092e-07 2.900884e-07 7.210341e-08 1.351096e-08
[23,] 5.124880e-06 1.104838e-06 3.181402e-07 9.484738e-08 2.331150e-08
[24,] 4.357540e-05 7.270076e-06 1.027068e-06 1.576511e-07 3.235825e-08
[25,] 3.107625e-04 6.724033e-05 1.106728e-05 1.403496e-06 1.473845e-07
[26,] 1.526262e-03 4.401542e-04 9.653212e-05 1.601219e-05 2.008474e-06
[27,] 5.141835e-03 1.968865e-03 5.769089e-04 1.281807e-04 2.149672e-05
[28,] 1.195193e-02 6.028798e-03 2.351132e-03 6.989241e-04 1.572246e-04
[29,] 1.940655e-02 1.270567e-02 6.549383e-03 2.596296e-03 7.822382e-04
[30,] 2.281298e-02 1.866433e-02 1.253255e-02 6.584566e-03 2.649678e-03
[31,] 2.213754e-02 1.996471e-02 1.670143e-02 1.145576e-02 6.122238e-03
[32,] 2.482787e-02 1.851868e-02 1.639762e-02 1.389321e-02 9.696787e-03
[33,] 3.805829e-02 2.214413e-02 1.500216e-02 1.267778e-02 1.074465e-02
[34,] 5.888373e-02 3.595349e-02 1.972658e-02 1.192754e-02 9.286575e-03
[35,] 7.585964e-02 5.506077e-02 3.349787e-02 1.757928e-02 9.446417e-03
[36,] 8.261776e-02 6.899313e-02 5.037859e-02 3.064275e-02 1.560745e-02
[37,] 8.448145e-02 7.441583e-02 6.173593e-02 4.501356e-02 2.736002e-02
[38,] 8.742896e-02 7.726945e-02 6.677107e-02 5.431955e-02 3.915597e-02
[39,] 8.810988e-02 8.052604e-02 7.054579e-02 5.937091e-02 4.684179e-02
[40,] 8.024374e-02 7.905665e-02 7.294992e-02 6.334856e-02 5.179993e-02
[41,] 6.425770e-02 6.873746e-02 6.869071e-02 6.390367e-02 5.506983e-02
[42,] 4.582838e-02 5.256594e-02 5.654114e-02 5.703532e-02 5.337855e-02
[43,] 3.033938e-02 3.614356e-02 4.114920e-02 4.423262e-02 4.480928e-02
[44,] 2.140431e-02 2.338605e-02 2.720099e-02 3.058975e-02 3.267464e-02
[45,] 1.930939e-02 1.659658e-02 1.715041e-02 1.940290e-02 2.146770e-02
[46,] 2.006624e-02 1.528924e-02 1.223601e-02 1.190517e-02 1.305001e-02
[47,] 1.885673e-02 1.572815e-02 1.146989e-02 8.556982e-03 7.796226e-03
[48,] 1.418961e-02 1.413638e-02 1.159740e-02 8.137855e-03 5.669610e-03
[49,] 8.258703e-03 9.920337e-03 9.905972e-03 8.027950e-03 5.450830e-03
[50,] 3.728340e-03 5.273790e-03 6.455862e-03 6.476355e-03 5.205519e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 6.787104e-56 1.421847e-59 2.237709e-63 2.645628e-67 2.349871e-71
 [2,] 5.301686e-52 1.493899e-55 3.162358e-59 5.028929e-63 6.007997e-67
 [3,] 2.812228e-48 1.065852e-51 3.034769e-55 6.491265e-59 1.043092e-62
 [4,] 1.012964e-44 5.163920e-48 1.977640e-51 5.689712e-55 1.229766e-58
 [5,] 2.477674e-41 1.698903e-44 8.751353e-48 3.386550e-51 9.845293e-55
 [6,] 4.115304e-38 3.795468e-41 2.629729e-44 1.368777e-47 5.352329e-51
 [7,] 4.641591e-35 5.757968e-38 5.366041e-41 3.756772e-44 1.975896e-47
 [8,] 3.554993e-32 5.931714e-35 7.435394e-38 7.001708e-41 4.953273e-44
 [9,] 1.848918e-29 4.149522e-32 6.996178e-35 8.861356e-38 8.431938e-41
[10,] 6.529864e-27 1.971168e-29 4.470184e-32 7.615597e-35 9.746983e-38
[11,] 1.566019e-24 6.358510e-27 1.939528e-29 4.444409e-32 7.651018e-35
[12,] 2.550336e-22 1.392819e-24 5.714452e-27 1.761293e-29 4.078269e-32
[13,] 2.820362e-20 2.071769e-22 1.143300e-24 4.739761e-27 1.476181e-29
[14,] 2.117968e-18 2.092642e-20 1.553291e-22 8.661405e-25 3.628362e-27
[15,] 1.080042e-16 1.435340e-18 1.433018e-20 1.074797e-22 6.056025e-25
[16,] 3.739980e-15 6.685328e-17 8.977563e-19 9.056754e-21 6.863929e-23
[17,] 8.794380e-14 2.114451e-15 3.819200e-17 5.182339e-19 5.282811e-21
[18,] 1.404262e-12 4.541295e-14 1.103300e-15 2.013660e-17 2.760987e-19
[19,] 1.522644e-11 6.623214e-13 2.164321e-14 5.313167e-16 9.798752e-18
[20,] 1.121129e-10 6.559414e-12 2.883081e-13 9.519803e-15 2.361480e-16
[21,] 5.605580e-10 4.411319e-11 2.607949e-12 1.158269e-13 3.864603e-15
[22,] 1.903319e-09 2.014572e-10 1.601952e-11 9.569701e-13 4.294697e-14
[23,] 4.394120e-09 6.249127e-10 6.682370e-11 5.369077e-12 3.240925e-13
[24,] 7.150974e-09 1.326564e-09 1.895862e-10 2.046197e-11 1.660886e-12
[25,] 1.611381e-08 2.343956e-09 3.822902e-10 5.345972e-11 5.791125e-12
[26,] 1.928754e-07 1.507567e-08 1.178618e-09 1.210059e-10 1.449579e-11
[27,] 2.716119e-06 2.588638e-07 1.881138e-08 1.097183e-09 6.165512e-11
[28,] 2.666613e-05 3.404004e-06 3.268827e-07 2.364863e-08 1.300680e-09
[29,] 1.780738e-04 3.054014e-05 3.940341e-06 3.822161e-07 2.787317e-08
[30,] 8.085521e-04 1.862048e-04 3.228709e-05 4.210426e-06 4.127104e-07
[31,] 2.498268e-03 7.717206e-04 1.797445e-04 3.150699e-05 4.152595e-06
[32,] 5.262080e-03 2.175660e-03 6.800566e-04 1.601651e-04 2.837872e-05
[33,] 7.597826e-03 4.179721e-03 1.749769e-03 5.532572e-04 1.317381e-04
[34,] 7.735363e-03 5.510749e-03 3.067726e-03 1.299458e-03 4.155098e-04
[35,] 6.517772e-03 5.200455e-03 3.701876e-03 2.080498e-03 8.910719e-04
[36,] 7.538530e-03 4.457146e-03 3.285270e-03 2.306341e-03 1.304059e-03
[37,] 1.368308e-02 6.077116e-03 3.031091e-03 1.971584e-03 1.336474e-03
[38,] 2.368923e-02 1.171355e-02 4.908293e-03 2.086397e-03 1.143509e-03
[39,] 3.303070e-02 1.976508e-02 9.684867e-03 3.911787e-03 1.462569e-03
[40,] 3.936477e-02 2.690447e-02 1.580515e-02 7.664079e-03 3.026294e-03
[41,] 4.382053e-02 3.200812e-02 2.106636e-02 1.206071e-02 5.766079e-03
[42,] 4.571611e-02 3.553234e-02 2.498961e-02 1.578743e-02 8.753811e-03
[43,] 4.208565e-02 3.586869e-02 2.735021e-02 1.859619e-02 1.127580e-02
[44,] 3.308021e-02 3.110506e-02 2.640593e-02 1.983490e-02 1.310513e-02
[45,] 2.267538e-02 2.284202e-02 2.145324e-02 1.815093e-02 1.347824e-02
[46,] 1.416052e-02 1.473139e-02 1.470800e-02 1.376745e-02 1.161169e-02
[47,] 8.244254e-03 8.751017e-03 8.937970e-03 8.814227e-03 8.205504e-03
[48,] 4.807750e-03 4.879032e-03 5.054881e-03 5.056378e-03 4.910221e-03
[49,] 3.557248e-03 2.790565e-03 2.700448e-03 2.724652e-03 2.664251e-03
[50,] 3.439965e-03 2.112681e-03 1.525296e-03 1.396711e-03 1.368831e-03

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
     -5.622        1.244  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1atx71226610318.ps tmp/1atx71226610318.png")
> system("convert tmp/2bvin1226610318.ps tmp/2bvin1226610318.png")
> system("convert tmp/3pcqt1226610318.ps tmp/3pcqt1226610318.png")
> system("convert tmp/4qbqv1226610318.ps tmp/4qbqv1226610318.png")
> system("convert tmp/57l6g1226610318.ps tmp/57l6g1226610318.png")
> system("convert tmp/6pwly1226610318.ps tmp/6pwly1226610318.png")
> system("convert tmp/71xcu1226610318.ps tmp/71xcu1226610318.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.949   1.976   3.201