R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'license()' or 'licence()' for distribution details.

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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
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Type 'q()' to quit R.

> z <- c(128,123.5,124,127.4,127.6,128.4,131.4,135.1,134,144.5,147.3,150.9,148.7,141.4,138.9,139.8,145.6,147.9,148.5,151.1,157.5,167.5,172.3,173.5,187.5,205.5,195.1,204.5,204.5,201.7,207,206.6,210.6,211.1,215,223.9,238.2,238.9,229.6,232.2,222.1,221.6,227.3,221,213.6,243.4,253.8,265.3,268.2,268.5,266.9,268.4,250.8,231.2,192,171.4,160,148.1,144.8,147.2)
> y <- c(108.01,101.21,119.93,94.76,95.26,117.96,115.86,111.44,108.16,108.77,109.45,124.83,115.31,109.49,124.24,92.85,98.42,120.88,111.72,116.1,109.37,111.65,114.29,133.68,114.27,126.49,131,104,108.88,128.48,132.44,128.04,116.35,120.93,118.59,133.1,121.05,127.62,135.44,114.88,114.34,128.85,138.9,129.44,114.96,127.98,127.03,128.75,137.91,128.37,135.9,122.19,113.08,136.2,138,115.24,110.95,99.23,102.39,112.67)
> x <- c(102.9,97.4,111.4,87.4,96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1)
> par7 = 'Index grondstofprijzen Industrie 01/04/2004-31/3/2009'
> par6 = 'Omzetindex Industrie 01/04/2004-31/3/2009'
> par5 = 'Productie-index Industrie 01/04/2004-31/3/2009'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.23 loaded
Copyright M. P. Wand 1997-2009

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1bg6d1256743580.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/2ihfa1256743580.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/3votc1256743580.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/4oklq1256743580.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/rcomp/tmp/54ap71256743580.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  
     -2.977        1.154  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6evjt1256743580.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]  85.85502  87.08033  88.30563  89.53094  90.75624  91.98155  93.20685
 [8]  94.43216  95.65746  96.88277  98.10807  99.33338 100.55869 101.78399
[15] 103.00930 104.23460 105.45991 106.68521 107.91052 109.13582 110.36113
[22] 111.58643 112.81174 114.03704 115.26235 116.48765 117.71296 118.93826
[29] 120.16357 121.38887 122.61418 123.83948 125.06479 126.29009 127.51540
[36] 128.74070 129.96601 131.19131 132.41662 133.64193 134.86723 136.09254
[43] 137.31784 138.54315 139.76845 140.99376 142.21906 143.44437 144.66967
[50] 145.89498

$yords
 [1] 103.5876 107.3596 111.1315 114.9034 118.6754 122.4473 126.2192 129.9912
 [9] 133.7631 137.5350 141.3070 145.0789 148.8508 152.6228 156.3947 160.1666
[17] 163.9386 167.7105 171.4824 175.2544 179.0263 182.7982 186.5702 190.3421
[25] 194.1140 197.8860 201.6579 205.4298 209.2018 212.9737 216.7456 220.5176
[33] 224.2895 228.0614 231.8334 235.6053 239.3772 243.1492 246.9211 250.6930
[41] 254.4650 258.2369 262.0088 265.7808 269.5527 273.3246 277.0966 280.8685
[49] 284.6404 288.4124

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.241282e-03 2.929868e-03 3.510258e-03 3.920761e-03 4.134472e-03
 [2,] 2.958749e-03 4.081934e-03 5.108675e-03 5.887230e-03 6.345801e-03
 [3,] 3.557265e-03 5.192673e-03 6.840869e-03 8.216540e-03 9.128402e-03
 [4,] 3.924448e-03 6.034622e-03 8.388357e-03 1.057935e-02 1.222906e-02
 [5,] 4.043020e-03 6.461755e-03 9.429168e-03 1.251215e-02 1.515367e-02
 [6,] 4.002826e-03 6.499783e-03 9.812005e-03 1.361826e-02 1.730516e-02
 [7,] 3.941618e-03 6.334342e-03 9.657584e-03 1.379685e-02 1.826732e-02
 [8,] 3.957523e-03 6.195782e-03 9.295740e-03 1.332823e-02 1.806636e-02
 [9,] 4.060489e-03 6.226320e-03 9.074177e-03 1.273014e-02 1.720402e-02
[10,] 4.192006e-03 6.426258e-03 9.179925e-03 1.248015e-02 1.641108e-02
[11,] 4.280998e-03 6.698813e-03 9.591096e-03 1.280077e-02 1.628822e-02
[12,] 4.281948e-03 6.929611e-03 1.015219e-02 1.362656e-02 1.706990e-02
[13,] 4.175387e-03 7.030426e-03 1.067380e-02 1.470741e-02 1.860952e-02
[14,] 3.955788e-03 6.940127e-03 1.098294e-02 1.572440e-02 2.050290e-02
[15,] 3.636778e-03 6.626579e-03 1.094063e-02 1.635998e-02 2.222522e-02
[16,] 3.270406e-03 6.115776e-03 1.048069e-02 1.636286e-02 2.325262e-02
[17,] 2.951128e-03 5.520752e-03 9.672123e-03 1.564822e-02 2.321255e-02
[18,] 2.786591e-03 5.024119e-03 8.742100e-03 1.438748e-02 2.205563e-02
[19,] 2.849505e-03 4.806434e-03 8.006843e-03 1.299083e-02 2.014180e-02
[20,] 3.141249e-03 4.962313e-03 7.734003e-03 1.194809e-02 1.813225e-02
[21,] 3.585616e-03 5.455028e-03 8.019886e-03 1.160882e-02 1.670718e-02
[22,] 4.049523e-03 6.127195e-03 8.749705e-03 1.203208e-02 1.626625e-02
[23,] 4.378741e-03 6.750456e-03 9.645230e-03 1.297824e-02 1.677979e-02
[24,] 4.440741e-03 7.090247e-03 1.035843e-02 1.401621e-02 1.784368e-02
[25,] 4.167785e-03 6.972617e-03 1.057213e-02 1.467149e-02 1.886290e-02
[26,] 3.585154e-03 6.341755e-03 1.009036e-02 1.456213e-02 1.925402e-02
[27,] 2.805585e-03 5.285719e-03 8.903444e-03 1.350504e-02 1.860646e-02
[28,] 1.985637e-03 4.007848e-03 7.198632e-03 1.157612e-02 1.679138e-02
[29,] 1.265160e-03 2.748568e-03 5.294907e-03 9.091558e-03 1.400274e-02
[30,] 7.231588e-04 1.697119e-03 3.522703e-03 6.495595e-03 1.069767e-02
[31,] 3.698393e-04 9.401828e-04 2.110261e-03 4.197650e-03 7.433899e-03
[32,] 1.688993e-04 4.660849e-04 1.134313e-03 2.442546e-03 4.671983e-03
[33,] 6.877785e-05 2.063590e-04 5.456758e-04 1.275363e-03 2.643609e-03
[34,] 2.494686e-05 8.148279e-05 2.344794e-04 5.960188e-04 1.342224e-03
[35,] 8.053751e-06 2.866425e-05 8.987309e-05 2.488259e-04 6.099317e-04
[36,] 2.312907e-06 8.976800e-06 3.069479e-05 9.266943e-05 2.476019e-04
[37,] 5.906480e-07 2.501360e-06 9.334451e-06 3.075702e-05 8.967056e-05
[38,] 1.340891e-07 6.199262e-07 2.526223e-06 9.090781e-06 2.894257e-05
[39,] 2.705665e-08 1.366151e-07 6.082050e-07 2.391545e-06 8.319591e-06
[40,] 4.851996e-09 2.676543e-08 1.302292e-07 5.597721e-07 2.128708e-06
[41,] 7.732188e-10 4.661388e-09 2.479509e-08 1.165414e-07 4.846322e-07
[42,] 1.094975e-10 7.215872e-10 4.197262e-09 2.157743e-08 9.814488e-08
[43,] 1.377908e-11 9.928306e-11 6.316411e-10 3.552272e-09 1.767628e-08
[44,] 1.540822e-12 1.214126e-11 8.449904e-11 5.199400e-10 2.830823e-09
[45,] 1.531113e-13 1.319622e-12 1.004826e-11 6.765580e-11 4.030698e-10
[46,] 1.352054e-14 1.274770e-13 1.062123e-12 7.825899e-12 5.102140e-11
[47,] 1.061017e-15 1.094486e-14 9.979082e-14 8.046683e-13 5.741095e-12
[48,] 7.399518e-17 8.351919e-16 8.333542e-15 7.354169e-14 5.742229e-13
[49,] 4.586136e-18 5.664481e-17 6.185608e-16 5.974022e-15 5.104899e-14
[50,] 2.526164e-19 3.414533e-18 4.080744e-17 4.313205e-16 4.033630e-15
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.122345e-03 3.844959e-03 3.296469e-03 2.552650e-03 1.760880e-03
 [2,] 6.459496e-03 6.197441e-03 5.533704e-03 4.518734e-03 3.319913e-03
 [3,] 9.508819e-03 9.343741e-03 8.616481e-03 7.352849e-03 5.709052e-03
 [4,] 1.312901e-02 1.323157e-02 1.254607e-02 1.110314e-02 9.037595e-03
 [5,] 1.691053e-02 1.758321e-02 1.715520e-02 1.568052e-02 1.329173e-02
 [6,] 2.019800e-02 2.182788e-02 2.201950e-02 2.079488e-02 1.829216e-02
 [7,] 2.231162e-02 2.518939e-02 2.643275e-02 2.589003e-02 2.363900e-02
 [8,] 2.290009e-02 2.698904e-02 2.956895e-02 3.017540e-02 2.867961e-02
 [9,] 2.219653e-02 2.703513e-02 3.084822e-02 3.286034e-02 3.260396e-02
[10,] 2.096478e-02 2.582900e-02 3.031971e-02 3.355342e-02 3.473990e-02
[11,] 2.014461e-02 2.440225e-02 2.877903e-02 3.259441e-02 3.495020e-02
[12,] 2.042918e-02 2.386578e-02 2.749093e-02 3.105681e-02 3.387508e-02
[13,] 2.202099e-02 2.494707e-02 2.766466e-02 3.036347e-02 3.280596e-02
[14,] 2.463032e-02 2.774538e-02 2.997208e-02 3.171316e-02 3.320848e-02
[15,] 2.761560e-02 3.174021e-02 3.430939e-02 3.560025e-02 3.612688e-02
[16,] 3.016591e-02 3.596372e-02 3.982855e-02 4.160379e-02 4.173683e-02
[17,] 3.151843e-02 3.927115e-02 4.517951e-02 4.848017e-02 4.920718e-02
[18,] 3.122127e-02 4.069239e-02 4.891135e-02 5.452150e-02 5.690800e-02
[19,] 2.935645e-02 3.979962e-02 4.996140e-02 5.809993e-02 6.290940e-02
[20,] 2.656635e-02 3.692497e-02 4.807328e-02 5.824302e-02 6.562537e-02
[21,] 2.380506e-02 3.306231e-02 4.393105e-02 5.501173e-02 6.437479e-02
[22,] 2.192249e-02 2.945136e-02 3.889115e-02 4.948340e-02 5.962596e-02
[23,] 2.131308e-02 2.705152e-02 3.441366e-02 4.331308e-02 5.280387e-02
[24,] 2.180891e-02 2.618728e-02 3.148065e-02 3.806920e-02 4.573227e-02
[25,] 2.282353e-02 2.652095e-02 3.029047e-02 3.466428e-02 3.995492e-02
[26,] 2.361467e-02 2.729477e-02 3.033090e-02 3.313579e-02 3.623681e-02
[27,] 2.352838e-02 2.765862e-02 3.070748e-02 3.281584e-02 3.444335e-02
[28,] 2.216943e-02 2.693518e-02 3.051103e-02 3.271866e-02 3.378363e-02
[29,] 1.949834e-02 2.478329e-02 2.908363e-02 3.192179e-02 3.322608e-02
[30,] 1.584215e-02 2.127285e-02 2.616473e-02 2.981989e-02 3.187416e-02
[31,] 1.178833e-02 1.685896e-02 2.193859e-02 2.624958e-02 2.920233e-02
[32,] 7.976495e-03 1.222977e-02 1.696861e-02 2.150527e-02 2.515609e-02
[33,] 4.879899e-03 8.063076e-03 1.200320e-02 1.623124e-02 2.013044e-02
[34,] 2.687342e-03 4.804249e-03 7.711223e-03 1.119181e-02 1.481778e-02
[35,] 1.327679e-03 2.575767e-03 4.474445e-03 7.002690e-03 9.953449e-03
[36,] 5.870042e-04 1.238592e-03 2.335210e-03 3.955243e-03 6.062965e-03
[37,] 2.318327e-04 5.328994e-04 1.092770e-03 2.008671e-03 3.332813e-03
[38,] 8.167972e-05 2.047823e-04 4.574586e-04 9.145364e-04 1.647298e-03
[39,] 2.564710e-05 7.019604e-05 1.710293e-04 3.724969e-04 7.301434e-04
[40,] 7.171974e-06 2.144368e-05 5.703718e-05 1.355196e-04 2.896526e-04
[41,] 1.785212e-06 5.833858e-06 1.695248e-05 4.399034e-05 1.027017e-04
[42,] 3.953894e-07 1.412750e-06 4.487661e-06 1.273046e-05 3.251506e-05
[43,] 7.789700e-08 3.044165e-07 1.057598e-06 3.282629e-06 9.185560e-06
[44,] 1.364847e-08 5.835093e-08 2.218169e-07 7.539216e-07 2.314449e-06
[45,] 2.126401e-09 9.947623e-09 4.139479e-08 1.541886e-07 5.199867e-07
[46,] 2.945447e-10 1.508074e-09 6.872454e-09 2.807641e-08 1.041549e-07
[47,] 3.627115e-11 2.032898e-10 1.014980e-09 4.551673e-09 1.859915e-08
[48,] 3.970505e-12 2.436536e-11 1.333431e-10 6.569762e-10 2.961091e-09
[49,] 3.863520e-13 2.596467e-12 1.558331e-11 8.443276e-11 4.203386e-10
[50,] 3.341638e-14 2.460059e-13 1.620131e-12 9.662964e-12 5.321060e-11
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.071979e-03 5.726021e-04 2.676279e-04 1.096782e-04 4.019293e-05
 [2,] 2.167574e-03 1.247352e-03 6.297216e-04 2.788323e-04 1.096779e-04
 [3,] 3.973849e-03 2.452873e-03 1.333409e-03 6.367490e-04 2.691048e-04
 [4,] 6.659960e-03 4.385228e-03 2.556241e-03 1.312735e-03 5.957714e-04
 [5,] 1.029759e-02 7.188320e-03 4.470615e-03 2.459535e-03 1.196437e-03
 [6,] 1.481693e-02 1.090099e-02 7.194567e-03 4.221453e-03 2.194626e-03
 [7,] 1.996476e-02 1.541345e-02 1.074416e-02 6.693759e-03 3.706247e-03
 [8,] 2.525987e-02 2.042343e-02 1.498786e-02 9.879082e-03 5.807017e-03
 [9,] 3.000132e-02 2.540566e-02 1.960125e-02 1.363927e-02 8.491802e-03
[10,] 3.342917e-02 2.966705e-02 2.405776e-02 1.765482e-02 1.162787e-02
[11,] 3.506057e-02 3.256670e-02 2.773379e-02 2.144487e-02 1.492841e-02
[12,] 3.504685e-02 3.386400e-02 3.017083e-02 2.451712e-02 1.800575e-02
[13,] 3.429591e-02 3.399757e-02 3.139862e-02 2.664301e-02 2.054943e-02
[14,] 3.421321e-02 3.406565e-02 3.210105e-02 2.811577e-02 2.257840e-02
[15,] 3.615323e-02 3.544214e-02 3.344628e-02 2.977979e-02 2.460048e-02
[16,] 4.083823e-02 3.919007e-02 3.660244e-02 3.272170e-02 2.750107e-02
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[28,] 5.819212e-03 3.538251e-03 1.879003e-03 8.696922e-04 3.504449e-04
[29,] 7.471737e-03 4.903140e-03 2.822247e-03 1.419402e-03 6.224188e-04
[30,] 9.139050e-03 6.408419e-03 3.971872e-03 2.161098e-03 1.028196e-03
[31,] 1.072322e-02 7.909705e-03 5.221748e-03 3.051314e-03 1.567390e-03
[32,] 1.225138e-02 9.306938e-03 6.438183e-03 3.993410e-03 2.197013e-03
[33,] 1.388122e-02 1.062636e-02 7.543282e-03 4.882656e-03 2.840986e-03
[34,] 1.575200e-02 1.199704e-02 8.570048e-03 5.671785e-03 3.429248e-03
[35,] 1.777089e-02 1.349765e-02 9.615896e-03 6.397053e-03 3.940775e-03
[36,] 1.954357e-02 1.499257e-02 1.070789e-02 7.123060e-03 4.407966e-03
[37,] 2.057789e-02 1.613523e-02 1.170018e-02 7.841731e-03 4.866655e-03
[38,] 2.064048e-02 1.659106e-02 1.232800e-02 8.424679e-03 5.292033e-03
[39,] 1.996670e-02 1.631657e-02 1.240799e-02 8.697790e-03 5.588497e-03
[40,] 1.911431e-02 1.564244e-02 1.202008e-02 8.592620e-03 5.659728e-03
[41,] 1.855041e-02 1.505578e-02 1.149425e-02 8.240213e-03 5.505425e-03
[42,] 1.829626e-02 1.483644e-02 1.118403e-02 7.906595e-03 5.253280e-03
[43,] 1.791108e-02 1.483552e-02 1.119698e-02 7.803688e-03 5.083296e-03
[44,] 1.681886e-02 1.457122e-02 1.129693e-02 7.921784e-03 5.095559e-03
[45,] 1.471902e-02 1.356404e-02 1.105632e-02 8.018027e-03 5.225451e-03
[46,] 1.178510e-02 1.165765e-02 1.014146e-02 7.771988e-03 5.275066e-03
[47,] 8.547882e-03 9.108054e-03 8.523187e-03 6.992240e-03 5.038728e-03
[48,] 5.594410e-03 6.417095e-03 6.480934e-03 5.729261e-03 4.431162e-03
[49,] 3.306730e-03 4.063129e-03 4.430220e-03 4.232487e-03 3.532484e-03
[50,] 1.776501e-03 2.311660e-03 2.714641e-03 2.804844e-03 2.532380e-03

> 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  
    -110.89         2.52  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7irbb1256743580.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]  75.57454  76.63884  77.70315  78.76745  79.83175  80.89606  81.96036
 [8]  83.02467  84.08897  85.15328  86.21758  87.28189  88.34619  89.41050
[15]  90.47480  91.53911  92.60341  93.66772  94.73202  95.79632  96.86063
[22]  97.92493  98.98924 100.05354 101.11785 102.18215 103.24646 104.31076
[29] 105.37507 106.43937 107.50368 108.56798 109.63228 110.69659 111.76089
[36] 112.82520 113.88950 114.95381 116.01811 117.08242 118.14672 119.21103
[43] 120.27533 121.33964 122.40394 123.46825 124.53255 125.59685 126.66116
[50] 127.72546

$yords
 [1] 103.5876 107.3596 111.1315 114.9034 118.6754 122.4473 126.2192 129.9912
 [9] 133.7631 137.5350 141.3070 145.0789 148.8508 152.6228 156.3947 160.1666
[17] 163.9386 167.7105 171.4824 175.2544 179.0263 182.7982 186.5702 190.3421
[25] 194.1140 197.8860 201.6579 205.4298 209.2018 212.9737 216.7456 220.5176
[33] 224.2895 228.0614 231.8334 235.6053 239.3772 243.1492 246.9211 250.6930
[41] 254.4650 258.2369 262.0088 265.7808 269.5527 273.3246 277.0966 280.8685
[49] 284.6404 288.4124

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.297703e-04 4.235043e-04 7.264680e-04 1.149598e-03 1.668600e-03
 [2,] 2.948851e-04 5.351922e-04 9.207065e-04 1.480898e-03 2.204318e-03
 [3,] 3.813254e-04 6.614433e-04 1.110913e-03 1.779586e-03 2.679154e-03
 [4,] 5.124351e-04 8.335407e-04 1.328131e-03 2.058983e-03 3.063394e-03
 [5,] 7.127998e-04 1.095564e-03 1.636554e-03 2.393378e-03 3.417271e-03
 [6,] 9.910242e-04 1.479665e-03 2.104678e-03 2.893948e-03 3.886006e-03
 [7,] 1.323255e-03 1.974975e-03 2.756556e-03 3.644644e-03 4.630788e-03
 [8,] 1.650687e-03 2.511127e-03 3.531620e-03 4.630428e-03 5.724370e-03
 [9,] 1.899509e-03 2.975461e-03 4.286968e-03 5.708603e-03 7.076505e-03
[10,] 2.018125e-03 3.264614e-03 4.855945e-03 6.657998e-03 8.450449e-03
[11,] 2.012829e-03 3.346737e-03 5.139937e-03 7.293291e-03 9.579925e-03
[12,] 1.960379e-03 3.298408e-03 5.182471e-03 7.583630e-03 1.032706e-02
[13,] 1.987067e-03 3.291319e-03 5.179125e-03 7.703659e-03 1.078698e-02
[14,] 2.220848e-03 3.530153e-03 5.411187e-03 7.981550e-03 1.127304e-02
[15,] 2.735325e-03 4.166721e-03 6.130419e-03 8.765382e-03 1.218670e-02
[16,] 3.508513e-03 5.225551e-03 7.443749e-03 1.026798e-02 1.383647e-02
[17,] 4.416448e-03 6.573903e-03 9.246975e-03 1.245685e-02 1.628815e-02
[18,] 5.270747e-03 7.956098e-03 1.124157e-02 1.503904e-02 1.931095e-02
[19,] 5.888309e-03 9.085130e-03 1.303730e-02 1.755646e-02 2.244689e-02
[20,] 6.159302e-03 9.750032e-03 1.429776e-02 1.955512e-02 2.517806e-02
[21,] 6.076072e-03 9.880975e-03 1.485223e-02 2.074181e-02 2.710838e-02
[22,] 5.710759e-03 9.538965e-03 1.471322e-02 2.104108e-02 2.805701e-02
[23,] 5.166196e-03 8.851648e-03 1.400695e-02 2.053566e-02 2.802071e-02
[24,] 4.540232e-03 7.953846e-03 1.288938e-02 1.936528e-02 2.706987e-02
[25,] 3.923413e-03 6.975471e-03 1.151949e-02 1.768520e-02 2.529918e-02
[26,] 3.414516e-03 6.066110e-03 1.009430e-02 1.571323e-02 2.289122e-02
[27,] 3.121751e-03 5.407321e-03 8.881372e-03 1.379345e-02 2.022324e-02
[28,] 3.132777e-03 5.175259e-03 8.181676e-03 1.237359e-02 1.787924e-02
[29,] 3.466914e-03 5.462719e-03 8.217113e-03 1.186186e-02 1.649138e-02
[30,] 4.041680e-03 6.208430e-03 9.004614e-03 1.243128e-02 1.647043e-02
[31,] 4.680519e-03 7.183498e-03 1.029845e-02 1.388993e-02 1.777804e-02
[32,] 5.165627e-03 8.053570e-03 1.164577e-02 1.570255e-02 1.987826e-02
[33,] 5.314471e-03 8.493636e-03 1.253842e-02 1.716517e-02 2.190573e-02
[34,] 5.044809e-03 8.304142e-03 1.259441e-02 1.765678e-02 2.297669e-02
[35,] 4.398309e-03 7.475934e-03 1.168823e-02 1.685672e-02 2.250476e-02
[36,] 3.514239e-03 6.177499e-03 9.975623e-03 1.483668e-02 2.038856e-02
[37,] 2.569837e-03 4.676748e-03 7.810177e-03 1.199753e-02 1.700252e-02
[38,] 1.718008e-03 3.239338e-03 5.599565e-03 8.893565e-03 1.301383e-02
[39,] 1.048797e-03 2.050097e-03 3.670743e-03 6.032683e-03 9.123047e-03
[40,] 5.839312e-04 1.183860e-03 2.196849e-03 3.738234e-03 5.846662e-03
[41,] 2.961126e-04 6.228916e-04 1.198464e-03 2.112647e-03 3.419329e-03
[42,] 1.365779e-04 2.981819e-04 5.950637e-04 1.087150e-03 1.821793e-03
[43,] 5.721926e-05 1.296853e-04 2.685170e-04 5.086069e-04 8.828384e-04
[44,] 2.174589e-05 5.117491e-05 1.099626e-04 2.160115e-04 3.885406e-04
[45,] 7.487916e-06 1.829959e-05 4.081578e-05 8.317648e-05 1.550860e-04
[46,] 2.333559e-06 5.923231e-06 1.371587e-05 2.900290e-05 5.607409e-05
[47,] 6.575512e-07 1.733723e-06 4.168622e-06 9.148491e-06 1.834601e-05
[48,] 1.673889e-07 4.584925e-07 1.144867e-06 2.608163e-06 5.426364e-06
[49,] 3.846759e-08 1.094702e-07 2.839125e-07 6.715256e-07 1.449838e-06
[50,] 7.975665e-09 2.358303e-08 6.353375e-08 1.560448e-07 3.496876e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.213546e-03 2.678093e-03 2.951303e-03 2.960276e-03 2.701441e-03
 [2,] 3.015649e-03 3.775363e-03 4.313819e-03 4.491681e-03 4.257949e-03
 [3,] 3.746607e-03 4.827256e-03 5.700334e-03 6.149366e-03 6.048494e-03
 [4,] 4.307709e-03 5.650904e-03 6.849924e-03 7.624444e-03 7.761879e-03
 [5,] 4.709423e-03 6.170364e-03 7.578425e-03 8.630698e-03 9.046155e-03
 [6,] 5.102244e-03 6.496004e-03 7.908037e-03 9.071233e-03 9.686953e-03
 [7,] 5.721685e-03 6.906876e-03 8.106763e-03 9.141776e-03 9.763370e-03
 [8,] 6.761348e-03 7.723418e-03 8.590317e-03 9.289026e-03 9.676645e-03
 [9,] 8.245625e-03 9.134844e-03 9.727628e-03 1.002872e-02 1.001524e-02
[10,] 9.989994e-03 1.108878e-02 1.166253e-02 1.172193e-02 1.132282e-02
[11,] 1.169047e-02 1.332118e-02 1.426179e-02 1.443815e-02 1.389633e-02
[12,] 1.309940e-02 1.551523e-02 1.721898e-02 1.797583e-02 1.771475e-02
[13,] 1.418208e-02 1.749024e-02 2.024058e-02 2.200564e-02 2.250844e-02
[14,] 1.515743e-02 1.930154e-02 2.319000e-02 2.622765e-02 2.789207e-02
[15,] 1.639890e-02 2.119579e-02 2.610644e-02 3.044380e-02 3.346524e-02
[16,] 1.825342e-02 2.346096e-02 2.911094e-02 3.453043e-02 3.884349e-02
[17,] 2.087065e-02 2.626417e-02 3.228399e-02 3.837678e-02 4.366215e-02
[18,] 2.411802e-02 2.955894e-02 3.559666e-02 4.186741e-02 4.762196e-02
[19,] 2.761563e-02 3.309504e-02 3.892186e-02 4.492758e-02 5.059167e-02
[20,] 3.087494e-02 3.651485e-02 4.209774e-02 4.758379e-02 5.270233e-02
[21,] 3.347077e-02 3.947964e-02 4.498906e-02 4.997072e-02 5.433722e-02
[22,] 3.514707e-02 4.174621e-02 4.749264e-02 5.224477e-02 5.596910e-02
[23,] 3.579862e-02 4.314331e-02 4.946590e-02 5.442201e-02 5.788909e-02
[24,] 3.537696e-02 4.348645e-02 5.062774e-02 5.622449e-02 5.995708e-02
[25,] 3.384641e-02 4.255103e-02 5.054746e-02 5.706181e-02 6.153420e-02
[26,] 3.127305e-02 4.019819e-02 4.881470e-02 5.623827e-02 6.169789e-02
[27,] 2.798705e-02 3.660493e-02 4.534685e-02 5.333822e-02 5.968933e-02
[28,] 2.465269e-02 3.241478e-02 4.063863e-02 4.858432e-02 5.537686e-02
[29,] 2.212111e-02 2.863588e-02 3.573972e-02 4.292247e-02 4.946359e-02
[30,] 2.109906e-02 2.627791e-02 3.190270e-02 3.772641e-02 4.328798e-02
[31,] 2.180892e-02 2.590586e-02 3.005956e-02 3.424467e-02 3.829560e-02
[32,] 2.383351e-02 2.735262e-02 3.039909e-02 3.306667e-02 3.544083e-02
[33,] 2.623564e-02 2.974376e-02 3.226000e-02 3.387001e-02 3.480358e-02
[34,] 2.789895e-02 3.182201e-02 3.438537e-02 3.555792e-02 3.558400e-02
[35,] 2.793581e-02 3.241971e-02 3.541245e-02 3.670848e-02 3.645735e-02
[36,] 2.598866e-02 3.087382e-02 3.437892e-02 3.612855e-02 3.611822e-02
[37,] 2.230903e-02 2.721859e-02 3.103755e-02 3.327646e-02 3.377584e-02
[38,] 1.760307e-02 2.209854e-02 2.586888e-02 2.839205e-02 2.939827e-02
[39,] 1.273469e-02 1.646945e-02 1.982112e-02 2.231249e-02 2.362952e-02
[40,] 8.428914e-03 1.124011e-02 1.392202e-02 1.609360e-02 1.745841e-02
[41,] 5.094648e-03 7.010511e-03 8.943897e-03 1.062702e-02 1.182134e-02
[42,] 2.806988e-03 3.988464e-03 5.245099e-03 6.411032e-03 7.319329e-03
[43,] 1.407415e-03 2.066269e-03 2.802933e-03 3.527088e-03 4.136317e-03
[44,] 6.411893e-04 9.731980e-04 1.362695e-03 1.766711e-03 2.130024e-03
[45,] 2.650463e-04 4.161219e-04 6.018247e-04 8.045028e-04 9.980198e-04
[46,] 9.928503e-05 1.613183e-04 2.411298e-04 3.325962e-04 4.249038e-04
[47,] 3.366619e-05 5.663640e-05 8.754486e-05 1.246838e-04 1.641748e-04
[48,] 1.032373e-05 1.798975e-05 2.877139e-05 4.233904e-05 5.750533e-05
[49,] 2.860580e-06 5.165344e-06 8.551682e-06 1.301072e-05 1.824182e-05
[50,] 7.157172e-07 1.339672e-06 2.297024e-06 3.615219e-06 5.236114e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.242338e-03 1.692824e-03 1.162528e-03 7.270045e-04 4.159846e-04
 [2,] 3.672889e-03 2.882145e-03 2.057478e-03 1.337233e-03 7.942747e-04
 [3,] 5.418216e-03 4.417556e-03 3.277375e-03 2.213600e-03 1.365147e-03
 [4,] 7.209786e-03 6.101940e-03 4.702141e-03 3.299435e-03 2.112737e-03
 [5,] 8.684671e-03 7.614531e-03 6.087080e-03 4.433963e-03 2.946993e-03
 [6,] 9.546880e-03 8.633923e-03 7.140046e-03 5.389452e-03 3.714060e-03
 [7,] 9.749196e-03 9.013731e-03 7.665286e-03 5.971558e-03 4.255515e-03
 [8,] 9.586161e-03 8.916170e-03 7.706158e-03 6.144226e-03 4.500915e-03
 [9,] 9.628059e-03 8.816484e-03 7.602412e-03 6.112272e-03 4.549873e-03
[10,] 1.052047e-02 9.362931e-03 7.919679e-03 6.309838e-03 4.697294e-03
[11,] 1.275430e-02 1.116080e-02 9.280465e-03 7.292908e-03 5.382893e-03
[12,] 1.651854e-02 1.458350e-02 1.217411e-02 9.581578e-03 7.082857e-03
[13,] 2.168360e-02 1.968059e-02 1.681867e-02 1.351189e-02 1.018237e-02
[14,] 2.787910e-02 2.618593e-02 2.310499e-02 1.913813e-02 1.486588e-02
[15,] 3.459001e-02 3.358044e-02 3.060985e-02 2.619714e-02 2.104815e-02
[16,] 4.122373e-02 4.116641e-02 3.865091e-02 3.412728e-02 2.835493e-02
[17,] 4.716708e-02 4.815398e-02 4.637553e-02 4.213548e-02 3.615381e-02
[18,] 5.188796e-02 5.379726e-02 5.290312e-02 4.931922e-02 4.363559e-02
[19,] 5.509752e-02 5.759719e-02 5.753740e-02 5.485491e-02 4.995234e-02
[20,] 5.690214e-02 5.951070e-02 6.000838e-02 5.823546e-02 5.441312e-02
[21,] 5.782375e-02 6.003568e-02 6.062891e-02 5.947715e-02 5.670203e-02
[22,] 5.861004e-02 6.005821e-02 6.023122e-02 5.916755e-02 5.702474e-02
[23,] 5.987655e-02 6.046871e-02 5.983695e-02 5.825984e-02 5.606539e-02
[24,] 6.174342e-02 6.170812e-02 6.017650e-02 5.765190e-02 5.470706e-02
[25,] 6.367382e-02 6.348712e-02 6.130153e-02 5.774549e-02 5.361923e-02
[26,] 6.464770e-02 6.486273e-02 6.252313e-02 5.823836e-02 5.293760e-02
[27,] 6.363241e-02 6.467244e-02 6.274081e-02 5.828966e-02 5.223729e-02
[28,] 6.012933e-02 6.211963e-02 6.100217e-02 5.697915e-02 5.082387e-02
[29,] 5.450321e-02 5.720492e-02 5.699602e-02 5.380393e-02 4.816446e-02
[30,] 4.790451e-02 5.077872e-02 5.122592e-02 4.894571e-02 4.420537e-02
[31,] 4.181541e-02 4.419809e-02 4.479770e-02 4.319240e-02 3.941560e-02
[32,] 3.744491e-02 3.876990e-02 3.895356e-02 3.759039e-02 3.456912e-02
[33,] 3.525566e-02 3.524274e-02 3.458256e-02 3.301612e-02 3.040555e-02
[34,] 3.482063e-02 3.355673e-02 3.191074e-02 2.985379e-02 2.733292e-02
[35,] 3.504847e-02 3.293361e-02 3.047693e-02 2.789409e-02 2.528806e-02
[36,] 3.466190e-02 3.224889e-02 2.938466e-02 2.647778e-02 2.379954e-02
[37,] 3.271433e-02 3.051632e-02 2.771375e-02 2.481627e-02 2.222222e-02
[38,] 2.892390e-02 2.727097e-02 2.490659e-02 2.234433e-02 2.003796e-02
[39,] 2.369923e-02 2.269102e-02 2.095699e-02 1.894060e-02 1.707787e-02
[40,] 1.788512e-02 1.743461e-02 1.633497e-02 1.492159e-02 1.355992e-02
[41,] 1.238526e-02 1.231078e-02 1.172187e-02 1.084211e-02 9.942614e-03
[42,] 7.850154e-03 7.964812e-03 7.715822e-03 7.233980e-03 6.698260e-03
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[27,] 4.593760e-02 4.272350e-02 3.792537e-02 3.240367e-02 2.696822e-02
[28,] 4.682276e-02 4.499675e-02 4.146397e-02 3.689141e-02 3.195059e-02
[29,] 4.567929e-02 4.512957e-02 4.302636e-02 3.982710e-02 3.599039e-02
[30,] 4.337422e-02 4.366073e-02 4.275826e-02 4.097347e-02 3.855159e-02
[31,] 4.106611e-02 4.156861e-02 4.131598e-02 4.057801e-02 3.946947e-02
[32,] 3.983891e-02 3.996863e-02 3.967606e-02 3.931623e-02 3.901514e-02
[33,] 4.033286e-02 3.972773e-02 3.880369e-02 3.807209e-02 3.781428e-02
[34,] 4.253366e-02 4.115405e-02 3.930290e-02 3.762570e-02 3.663796e-02
[35,] 4.581848e-02 4.390639e-02 4.120083e-02 3.836867e-02 3.612985e-02
[36,] 4.921687e-02 4.715741e-02 4.396155e-02 4.016683e-02 3.656963e-02
[37,] 5.173349e-02 4.990732e-02 4.670708e-02 4.242556e-02 3.777080e-02
[38,] 5.258873e-02 5.128817e-02 4.852523e-02 4.431761e-02 3.916012e-02
[39,] 5.133732e-02 5.075409e-02 4.873271e-02 4.506833e-02 4.000414e-02
[40,] 4.790705e-02 4.814819e-02 4.702107e-02 4.418850e-02 3.968446e-02
[41,] 4.259324e-02 4.368229e-02 4.347727e-02 4.158392e-02 3.790523e-02
[42,] 3.599448e-02 3.785340e-02 3.850170e-02 3.752219e-02 3.475172e-02
[43,] 2.887114e-02 3.130964e-02 3.266193e-02 3.248988e-02 3.059258e-02
[44,] 2.195998e-02 2.469785e-02 2.653719e-02 2.701680e-02 2.589868e-02
[45,] 1.582093e-02 1.854514e-02 2.061139e-02 2.155119e-02 2.108734e-02
[46,] 1.077102e-02 1.320684e-02 1.523807e-02 1.642407e-02 1.646254e-02
[47,] 6.901972e-03 8.870125e-03 1.065189e-02 1.187380e-02 1.223938e-02
[48,] 4.139678e-03 5.579129e-03 6.983169e-03 8.070740e-03 8.585362e-03
[49,] 2.308977e-03 3.261608e-03 4.257306e-03 5.109884e-03 5.624967e-03
[50,] 1.189781e-03 1.759589e-03 2.394987e-03 2.988192e-03 3.410456e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.114782e-07 6.588465e-08 1.912435e-08 5.348140e-09 1.555986e-09
 [2,] 7.505946e-07 2.461912e-07 7.598458e-08 2.304353e-08 7.502571e-09
 [3,] 2.419761e-06 8.399147e-07 2.778176e-07 9.232949e-08 3.387923e-08
 [4,] 7.114949e-06 2.630873e-06 9.409400e-07 3.458238e-07 1.431828e-07
 [5,] 1.918414e-05 7.615757e-06 2.971037e-06 1.214305e-06 5.643447e-07
 [6,] 4.774096e-05 2.051259e-05 8.788091e-06 3.995751e-06 2.063121e-06
 [7,] 1.104134e-04 5.170409e-05 2.439961e-05 1.227910e-05 6.953008e-06
 [8,] 2.387971e-04 1.223681e-04 6.349677e-05 3.504523e-05 2.147747e-05
 [9,] 4.849169e-04 2.719087e-04 1.542089e-04 9.231335e-05 6.051445e-05
[10,] 9.252661e-04 5.653734e-04 3.474156e-04 2.231143e-04 1.549536e-04
[11,] 1.654560e-03 1.093983e-03 7.215650e-04 4.924366e-04 3.596726e-04
[12,] 2.758847e-03 1.957894e-03 1.374319e-03 9.891894e-04 7.556800e-04
[13,] 4.264556e-03 3.223677e-03 2.391514e-03 1.805215e-03 1.436531e-03
[14,] 6.080554e-03 4.865684e-03 3.795592e-03 2.992556e-03 2.472730e-03
[15,] 7.973539e-03 6.724661e-03 5.497600e-03 4.514639e-03 3.862974e-03
[16,] 9.616942e-03 8.526243e-03 7.292087e-03 6.225404e-03 5.501272e-03
[17,] 1.071267e-02 9.973810e-03 8.919250e-03 7.906291e-03 7.193996e-03
[18,] 1.112522e-02 1.087349e-02 1.017060e-02 9.353209e-03 8.733217e-03
[19,] 1.094418e-02 1.121201e-02 1.097023e-02 1.045830e-02 9.984060e-03
[20,] 1.043822e-02 1.113678e-02 1.137350e-02 1.122396e-02 1.091970e-02
[21,] 9.946326e-03 1.086709e-02 1.149458e-02 1.170216e-02 1.157545e-02
[22,] 9.792122e-03 1.062166e-02 1.144178e-02 1.192685e-02 1.197139e-02
[23,] 1.026407e-02 1.062013e-02 1.133147e-02 1.192271e-02 1.209455e-02
[24,] 1.162491e-02 1.112888e-02 1.136643e-02 1.179962e-02 1.198163e-02
[25,] 1.408016e-02 1.246395e-02 1.188403e-02 1.184509e-02 1.183850e-02
[26,] 1.768142e-02 1.489595e-02 1.328847e-02 1.250367e-02 1.207370e-02
[27,] 2.221882e-02 1.849379e-02 1.587545e-02 1.421370e-02 1.317566e-02
[28,] 2.719087e-02 2.300940e-02 1.965145e-02 1.718800e-02 1.548603e-02
[29,] 3.190006e-02 2.788712e-02 2.426144e-02 2.127264e-02 1.900834e-02
[30,] 3.564501e-02 3.240162e-02 2.906458e-02 2.596236e-02 2.336837e-02
[31,] 3.792904e-02 3.585867e-02 3.330874e-02 3.054660e-02 2.793500e-02
[32,] 3.860832e-02 3.778170e-02 3.632320e-02 3.429810e-02 3.201195e-02
[33,] 3.793542e-02 3.803748e-02 3.767706e-02 3.663303e-02 3.499787e-02
[34,] 3.648272e-02 3.687566e-02 3.728446e-02 3.722506e-02 3.647655e-02
[35,] 3.495437e-02 3.485904e-02 3.543434e-02 3.607619e-02 3.626322e-02
[36,] 3.393451e-02 3.267732e-02 3.270980e-02 3.352331e-02 3.443378e-02
[37,] 3.366557e-02 3.089330e-02 2.979042e-02 3.014475e-02 3.132117e-02
[38,] 3.396017e-02 2.973065e-02 2.720465e-02 2.657160e-02 2.744188e-02
[39,] 3.429777e-02 2.901526e-02 2.515287e-02 2.327891e-02 2.335291e-02
[40,] 3.406416e-02 2.830546e-02 2.349664e-02 2.046281e-02 1.949712e-02
[41,] 3.281581e-02 2.713792e-02 2.191153e-02 1.806258e-02 1.611370e-02
[42,] 3.043898e-02 2.525014e-02 2.010256e-02 1.589552e-02 1.324938e-02
[43,] 2.713720e-02 2.266389e-02 1.795276e-02 1.380753e-02 1.084113e-02
[44,] 2.328375e-02 1.961063e-02 1.553595e-02 1.175044e-02 8.804405e-03
[45,] 1.924977e-02 1.637995e-02 1.302324e-02 9.764378e-03 7.077336e-03
[46,] 1.530955e-02 1.320237e-02 1.057486e-02 7.912701e-03 5.618123e-03
[47,] 1.164494e-02 1.022302e-02 8.290835e-03 6.234107e-03 4.387357e-03
[48,] 8.393403e-03 7.539289e-03 6.227075e-03 4.740182e-03 3.343941e-03
[49,] 5.671875e-03 5.237287e-03 4.430672e-03 3.438937e-03 2.456602e-03
[50,] 3.556960e-03 3.389069e-03 2.950697e-03 2.349449e-03 1.713816e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 5.304154e-10 2.245825e-10 1.087992e-10 5.364232e-11 2.514681e-11
 [2,] 2.923351e-09 1.385911e-09 7.235896e-10 3.757508e-10 1.838900e-10
 [3,] 1.497743e-08 7.823630e-09 4.356015e-09 2.372355e-09 1.210355e-09
 [4,] 7.092320e-08 4.022012e-08 2.369132e-08 1.349182e-08 7.169056e-09
 [5,] 3.085813e-07 1.876376e-07 1.162540e-07 6.908503e-08 3.820753e-08
 [6,] 1.227114e-06 7.923327e-07 5.142102e-07 3.184143e-07 1.832042e-07
 [7,] 4.440800e-06 3.022712e-06 2.048857e-06 1.320724e-06 7.903090e-07
 [8,] 1.457708e-05 1.040459e-05 7.350855e-06 4.929328e-06 3.067033e-06
 [9,] 4.329971e-05 3.228620e-05 2.374128e-05 1.655347e-05 1.070764e-05
[10,] 1.162005e-04 9.026952e-05 6.901572e-05 5.001543e-05 3.362964e-05
[11,] 2.814639e-04 2.273456e-04 1.805746e-04 1.359696e-04 9.501998e-05
[12,] 6.151227e-04 5.157736e-04 4.252764e-04 3.326116e-04 2.415433e-04
[13,] 1.213166e-03 1.054396e-03 9.017915e-04 7.322606e-04 5.524682e-04
[14,] 2.161326e-03 1.943842e-03 1.722617e-03 1.451327e-03 1.137189e-03
[15,] 3.485385e-03 3.236497e-03 2.967101e-03 2.591095e-03 2.107239e-03
[16,] 5.106252e-03 4.879522e-03 4.615918e-03 4.171109e-03 3.517229e-03
[17,] 6.837643e-03 6.690608e-03 6.504233e-03 6.064772e-03 5.293298e-03
[18,] 8.447357e-03 8.402127e-03 8.340449e-03 7.987977e-03 7.195116e-03
[19,] 9.755260e-03 9.766602e-03 9.806216e-03 9.576802e-03 8.859456e-03
[20,] 1.069998e-02 1.066106e-02 1.069134e-02 1.053265e-02 9.930287e-03
[21,] 1.132119e-02 1.111480e-02 1.097639e-02 1.075241e-02 1.021324e-02
[22,] 1.167803e-02 1.124303e-02 1.080626e-02 1.035816e-02 9.759423e-03
[23,] 1.179153e-02 1.115447e-02 1.038626e-02 9.613406e-03 8.826672e-03
[24,] 1.168474e-02 1.092877e-02 9.898678e-03 8.802757e-03 7.757498e-03
[25,] 1.149758e-02 1.069106e-02 9.511948e-03 8.172509e-03 6.870891e-03
[26,] 1.156369e-02 1.070454e-02 9.454336e-03 7.957992e-03 6.433959e-03
[27,] 1.234537e-02 1.136317e-02 1.004647e-02 8.427307e-03 6.689759e-03
[28,] 1.423165e-02 1.303971e-02 1.161042e-02 9.845337e-03 7.856928e-03
[29,] 1.732101e-02 1.587074e-02 1.428404e-02 1.233617e-02 1.004524e-02
[30,] 2.133310e-02 1.962964e-02 1.787176e-02 1.573341e-02 1.312665e-02
[31,] 2.570341e-02 2.378743e-02 2.186296e-02 1.955534e-02 1.667812e-02
[32,] 2.978734e-02 2.772574e-02 2.563466e-02 2.317111e-02 2.009248e-02
[33,] 3.303988e-02 3.095621e-02 2.871110e-02 2.607654e-02 2.283295e-02
[34,] 3.508736e-02 3.320703e-02 3.090057e-02 2.809338e-02 2.467545e-02
[35,] 3.571219e-02 3.435608e-02 3.222303e-02 2.934371e-02 2.575850e-02
[36,] 3.483080e-02 3.431462e-02 3.270973e-02 3.001951e-02 2.638819e-02
[37,] 3.251295e-02 3.298848e-02 3.225541e-02 3.013039e-02 2.673433e-02
[38,] 2.901560e-02 3.035411e-02 3.065083e-02 2.943179e-02 2.664678e-02
[39,] 2.476925e-02 2.657448e-02 2.776757e-02 2.759138e-02 2.573329e-02
[40,] 2.028831e-02 2.204301e-02 2.374446e-02 2.446538e-02 2.364187e-02
[41,] 1.604067e-02 1.730408e-02 1.902956e-02 2.027999e-02 2.034156e-02
[42,] 1.234373e-02 1.289218e-02 1.424595e-02 1.559417e-02 1.620936e-02
[43,] 9.332507e-03 9.183570e-03 9.971974e-03 1.108134e-02 1.188130e-02
[44,] 6.995179e-03 6.331969e-03 6.567248e-03 7.278256e-03 7.984509e-03
[45,] 5.236662e-03 4.297023e-03 4.121879e-03 4.440008e-03 4.918882e-03
[46,] 3.932474e-03 2.923969e-03 2.518266e-03 2.545260e-03 2.788126e-03
[47,] 2.960344e-03 2.024446e-03 1.540664e-03 1.401392e-03 1.468142e-03
[48,] 2.216841e-03 1.430669e-03 9.699161e-04 7.667793e-04 7.325896e-04
[49,] 1.627429e-03 1.019821e-03 6.352676e-04 4.336929e-04 3.587947e-04
[50,] 1.149862e-03 7.168628e-04 4.268188e-04 2.595397e-04 1.809525e-04
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.089801e-11 4.321007e-12 1.561505e-12 5.135723e-13 1.536443e-13
 [2,] 8.296169e-11 3.421435e-11 1.285755e-11 4.397242e-12 1.367895e-12
 [3,] 5.681989e-10 2.437071e-10 9.523408e-11 3.386675e-11 1.095473e-11
 [4,] 3.500987e-09 1.561553e-09 6.345181e-10 2.346284e-10 7.891572e-11
 [5,] 1.940578e-08 9.000561e-09 3.802872e-09 1.462182e-09 5.113734e-10
 [6,] 9.676342e-08 4.666629e-08 2.050192e-08 8.196630e-09 2.980749e-09
 [7,] 4.340341e-07 2.176487e-07 9.942420e-08 4.133163e-08 1.562879e-08
 [8,] 1.751319e-06 9.131193e-07 4.337151e-07 1.874750e-07 7.371203e-08
 [9,] 6.356756e-06 3.446025e-06 1.701896e-06 7.649241e-07 3.127266e-07
[10,] 2.075564e-05 1.169850e-05 6.007276e-06 2.807421e-06 1.193451e-06
[11,] 6.096417e-05 3.572459e-05 1.907399e-05 9.268573e-06 4.096929e-06
[12,] 1.610888e-04 9.813825e-05 5.447908e-05 2.752561e-05 1.265110e-05
[13,] 3.829429e-04 2.425258e-04 1.399749e-04 7.353339e-05 3.514120e-05
[14,] 8.190812e-04 5.392027e-04 3.235323e-04 1.767111e-04 8.780678e-05
[15,] 1.576613e-03 1.078615e-03 6.727561e-04 3.820224e-04 1.973652e-04
[16,] 2.731934e-03 1.941694e-03 1.258679e-03 7.429932e-04 3.990782e-04
[17,] 4.263925e-03 3.146551e-03 2.119180e-03 1.300157e-03 7.259641e-04
[18,] 6.000299e-03 4.592741e-03 3.211837e-03 2.047379e-03 1.188187e-03
[19,] 7.626101e-03 6.043898e-03 4.384423e-03 2.902204e-03 1.750020e-03
[20,] 8.779542e-03 7.183064e-03 5.395935e-03 3.705299e-03 2.320193e-03
[21,] 9.201165e-03 7.732818e-03 5.997406e-03 4.264926e-03 2.770578e-03
[22,] 8.852018e-03 7.579807e-03 6.038758e-03 4.433786e-03 2.982843e-03
[23,] 7.926772e-03 6.828022e-03 5.540231e-03 4.177496e-03 2.901252e-03
[24,] 6.760918e-03 5.750125e-03 4.684636e-03 3.593017e-03 2.560522e-03
[25,] 5.706400e-03 4.677938e-03 3.740930e-03 2.867848e-03 2.072122e-03
[26,] 5.058550e-03 3.908568e-03 2.974461e-03 2.210864e-03 1.580544e-03
[27,] 5.052945e-03 3.670947e-03 2.595517e-03 1.798542e-03 1.218938e-03
[28,] 5.877235e-03 4.131863e-03 2.752049e-03 1.756474e-03 1.086267e-03
[29,] 7.631386e-03 5.384489e-03 3.529868e-03 2.160078e-03 1.244334e-03
[30,] 1.023310e-02 7.390590e-03 4.924472e-03 3.024689e-03 1.715928e-03
[31,] 1.334718e-02 9.915069e-03 6.792402e-03 4.276134e-03 2.470583e-03
[32,] 1.643870e-02 1.253487e-02 8.836016e-03 5.729181e-03 3.406943e-03
[33,] 1.897398e-02 1.477233e-02 1.067560e-02 7.116657e-03 4.358696e-03
[34,] 2.066635e-02 1.630565e-02 1.200250e-02 8.184082e-03 5.143672e-03
[35,] 2.159425e-02 1.712183e-02 1.272795e-02 8.807619e-03 5.642362e-03
[36,] 2.208570e-02 1.748714e-02 1.301608e-02 9.054857e-03 5.858019e-03
[37,] 2.243239e-02 1.773159e-02 1.315607e-02 9.131188e-03 5.909312e-03
[38,] 2.263583e-02 1.798801e-02 1.334650e-02 9.233002e-03 5.948332e-03
[39,] 2.237424e-02 1.807304e-02 1.354039e-02 9.403369e-03 6.053103e-03
[40,] 2.121659e-02 1.759849e-02 1.346316e-02 9.492132e-03 6.168262e-03
[41,] 1.892945e-02 1.623413e-02 1.279220e-02 9.250195e-03 6.136622e-03
[42,] 1.566419e-02 1.393856e-02 1.137247e-02 8.492333e-03 5.800164e-03
[43,] 1.191195e-02 1.101014e-02 9.325089e-03 7.218400e-03 5.101419e-03
[44,] 8.280387e-03 7.945701e-03 6.991461e-03 5.620020e-03 4.120698e-03
[45,] 5.248247e-03 5.218650e-03 4.769227e-03 3.983353e-03 3.033767e-03
[46,] 3.032504e-03 3.113744e-03 2.952053e-03 2.561493e-03 2.027209e-03
[47,] 1.601694e-03 1.687505e-03 1.655951e-03 1.491667e-03 1.226642e-03
[48,] 7.791314e-04 8.323144e-04 8.417254e-04 7.859662e-04 6.712656e-04
[49,] 3.549232e-04 3.757301e-04 3.882361e-04 3.746711e-04 3.320160e-04
[50,] 1.564180e-04 1.573248e-04 1.631768e-04 1.617478e-04 1.484143e-04

> 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  
    -17.845        1.951  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1bg6d1256743580.ps tmp/1bg6d1256743580.png")
> system("convert tmp/2ihfa1256743580.ps tmp/2ihfa1256743580.png")
> system("convert tmp/3votc1256743580.ps tmp/3votc1256743580.png")
> system("convert tmp/4oklq1256743580.ps tmp/4oklq1256743580.png")
> system("convert tmp/54ap71256743580.ps tmp/54ap71256743580.png")
> system("convert tmp/6evjt1256743580.ps tmp/6evjt1256743580.png")
> system("convert tmp/7irbb1256743580.ps tmp/7irbb1256743580.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.036   1.324   5.859