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

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Type '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(10772.8,9987.7,8638.7,11063.7,11855.7,10684.5,11337.4,10478,11123.9,12909.3,11339.9,10462.2,12733.5,10519.2,10414.9,12476.8,12384.6,12266.7,12919.9,11497.3,12142,13919.4,12656.8,12034.1,13199.7,10881.3,11301.2,13643.9,12517,13981.1,14275.7,13435,13565.7,16216.3,12970,14079.9,14235,12213.4,12581,14130.4,14210.8,14378.5,13142.8,13714.7,13621.9,15379.8,13306.3,14391.2,14909.9,14025.4,12951.2,14344.3,16213.3,15544.5,14750.6,17292.7,17568.5,17930.8,18644.7,16694.8,17242.8)
> y <- c(3277.2,3833,2606.3,3643.8,3686.4,3281.6,3669.3,3191.5,3512.7,3970.7,3601.2,3610,4172.1,3956.2,3142.7,3884.3,3892.2,3613,3730.5,3481.3,3649.5,4215.2,4066.6,4196.8,4536.6,4441.6,3548.3,4735.9,4130.6,4356.2,4159.6,3988,4167.8,4902.2,3909.4,4697.6,4308.9,4420.4,3544.2,4433,4479.7,4533.2,4237.5,4207.4,4394,5148.4,4202.2,4682.5,4884.3,5288.9,4505.2,4611.5,5081.1,4523.1,4412.8,4647.4,4778.6,4495.3,4633.5,4360.5,4517.9)
> x <- c(12192.5,11268.8,9097.4,12639.8,13040.1,11687.3,11191.7,11391.9,11793.1,13933.2,12778.1,11810.3,13698.4,11956.6,10723.8,13938.9,13979.8,13807.4,12973.9,12509.8,12934.1,14908.3,13772.1,13012.6,14049.9,11816.5,11593.2,14466.2,13615.9,14733.9,13880.7,13527.5,13584,16170.2,13260.6,14741.9,15486.5,13154.5,12621.2,15031.6,15452.4,15428,13105.9,14716.8,14180,16202.2,14392.4,15140.6,15960.1,14351.3,13230.2,15202.1,17157.3,16159.1,13405.7,17224.7,17338.4,17370.6,18817.8,16593.2,17979.5)
> par7 = 'Invoer Intra EU'
> par6 = 'Uitvoer Extra EU'
> par5 = 'Uitvoer Intra EU'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1s69k1226419106.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/2xvsf1226419106.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/3ke2a1226419106.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/4uolx1226419106.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/5e8841226419106.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  
  1069.1665       0.2201  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6fkzc1226419106.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] 2261.353 2330.179 2399.006 2467.832 2536.658 2605.485 2674.311 2743.138
 [9] 2811.964 2880.791 2949.617 3018.443 3087.270 3156.096 3224.923 3293.749
[17] 3362.575 3431.402 3500.228 3569.055 3637.881 3706.708 3775.534 3844.360
[25] 3913.187 3982.013 4050.840 4119.666 4188.492 4257.319 4326.145 4394.972
[33] 4463.798 4532.625 4601.451 4670.277 4739.104 4807.930 4876.757 4945.583
[41] 5014.409 5083.236 5152.062 5220.889 5289.715 5358.542 5427.368 5496.194
[49] 5565.021 5633.847

$yords
 [1]  7442.742  7695.761  7948.779  8201.798  8454.817  8707.835  8960.854
 [8]  9213.873  9466.891  9719.910  9972.929 10225.948 10478.966 10731.985
[15] 10985.004 11238.022 11491.041 11744.060 11997.078 12250.097 12503.116
[22] 12756.135 13009.153 13262.172 13515.191 13768.209 14021.228 14274.247
[29] 14527.265 14780.284 15033.303 15286.322 15539.340 15792.359 16045.378
[36] 16298.396 16551.415 16804.434 17057.452 17310.471 17563.490 17816.509
[43] 18069.527 18322.546 18575.565 18828.583 19081.602 19334.621 19587.639
[50] 19840.658

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.718229e-07 1.120764e-06 1.004414e-06 6.995573e-07 3.787051e-07
 [2,] 1.119982e-06 1.554174e-06 1.676216e-06 1.405294e-06 9.160113e-07
 [3,] 1.032073e-06 1.723825e-06 2.238377e-06 2.260149e-06 1.775206e-06
 [4,] 7.609975e-07 1.530669e-06 2.394590e-06 2.914759e-06 2.762017e-06
 [5,] 4.495654e-07 1.089838e-06 2.056440e-06 3.022169e-06 3.462013e-06
 [6,] 2.133913e-07 6.241276e-07 1.422970e-06 2.530979e-06 3.516193e-06
 [7,] 8.207950e-08 2.894940e-07 7.990195e-07 1.725985e-06 2.921691e-06
 [8,] 2.654299e-08 1.111118e-07 3.700140e-07 9.730345e-07 2.017756e-06
 [9,] 8.629673e-09 3.851792e-08 1.483550e-07 4.686820e-07 1.189598e-06
[10,] 4.703573e-09 1.649423e-08 6.089210e-08 2.109164e-07 6.308658e-07
[11,] 5.211466e-09 1.303525e-08 3.663230e-08 1.110945e-07 3.387436e-07
[12,] 7.873732e-09 1.614047e-08 3.602075e-08 8.728704e-08 2.257653e-07
[13,] 1.257373e-08 2.400059e-08 4.565579e-08 9.354582e-08 2.046332e-07
[14,] 1.837524e-08 3.699426e-08 6.598317e-08 1.169602e-07 2.226601e-07
[15,] 2.266999e-08 5.203540e-08 9.810599e-08 1.636001e-07 2.706832e-07
[16,] 2.280267e-08 6.173778e-08 1.328451e-07 2.346651e-07 3.660183e-07
[17,] 1.846967e-08 5.971059e-08 1.516044e-07 3.059921e-07 5.067046e-07
[18,] 1.202316e-08 4.653193e-08 1.410259e-07 3.359652e-07 6.364721e-07
[19,] 6.342043e-09 2.922164e-08 1.058215e-07 3.007151e-07 6.725393e-07
[20,] 2.804797e-09 1.501839e-08 6.428935e-08 2.175653e-07 5.796247e-07
[21,] 1.152874e-09 6.685315e-09 3.250309e-08 1.284709e-07 4.052394e-07
[22,] 5.302070e-10 2.980930e-09 1.495135e-08 6.486541e-08 2.343737e-07
[23,] 2.923778e-10 1.580533e-09 7.487542e-09 3.188273e-08 1.208308e-07
[24,] 1.646217e-10 9.536079e-10 4.526588e-09 1.830391e-08 6.570251e-08
[25,] 8.104647e-11 5.431832e-10 2.875792e-09 1.223565e-08 4.312855e-08
[26,] 3.273067e-11 2.609522e-10 1.623807e-09 7.927949e-09 3.070357e-08
[27,] 1.063602e-11 1.016874e-10 7.562292e-10 4.380951e-09 1.983262e-08
[28,] 2.766404e-12 3.178546e-11 2.838218e-10 1.970318e-09 1.064315e-08
[29,] 5.751116e-13 7.945863e-12 8.529619e-11 7.114810e-10 4.612541e-09
[30,] 9.552742e-14 1.587301e-12 2.049096e-11 2.055181e-10 1.601578e-09
[31,] 1.267652e-14 2.533326e-13 3.933207e-12 4.744287e-11 4.446007e-10
[32,] 1.343869e-15 3.230075e-14 6.031575e-13 8.750104e-12 9.861914e-11
[33,] 1.138141e-16 3.290163e-15 7.389255e-14 1.289280e-12 1.747659e-11
[34,] 7.700457e-18 2.677342e-16 7.231908e-15 1.517627e-13 2.474225e-12
[35,] 4.162153e-19 1.740490e-17 5.654401e-16 1.427133e-14 2.798367e-13
[36,] 1.797217e-20 9.038994e-19 3.531842e-17 1.072125e-15 2.528432e-14
[37,] 6.199600e-22 3.750157e-20 1.762368e-18 6.434382e-17 1.825067e-15
[38,] 1.708474e-23 1.242969e-21 7.025442e-20 3.084963e-18 1.052417e-16
[39,] 3.761261e-25 3.291179e-23 2.237335e-21 1.181608e-19 4.848169e-18
[40,] 6.615147e-27 6.961835e-25 5.692059e-23 3.615580e-21 1.784220e-19
[41,] 9.294543e-29 1.176463e-26 1.156885e-24 8.838221e-23 5.245679e-21
[42,] 1.043268e-30 1.588227e-28 1.878411e-26 1.725963e-24 1.232069e-22
[43,] 9.355027e-33 1.712884e-30 2.436531e-28 2.692647e-26 2.311797e-24
[44,] 6.701547e-35 1.475788e-32 2.524844e-30 3.355897e-28 3.465342e-26
[45,] 3.835198e-37 1.015788e-34 2.090162e-32 3.341343e-30 4.149793e-28
[46,] 1.753396e-39 5.585494e-37 1.382309e-34 2.657747e-32 3.969980e-30
[47,] 6.404025e-42 2.453586e-39 7.303176e-37 1.688840e-34 3.034131e-32
[48,] 1.868561e-44 8.610379e-42 3.082481e-39 8.573273e-37 1.852536e-34
[49,] 4.355547e-47 2.413931e-44 1.039373e-41 3.476877e-39 9.036257e-37
[50,] 8.110722e-50 5.406416e-47 2.799792e-44 1.126468e-41 3.521316e-39
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.593759e-07 5.215470e-08 1.327590e-08 2.630041e-09 4.058761e-10
 [2,] 4.643587e-07 1.831445e-07 5.622855e-08 1.344893e-08 2.509344e-09
 [3,] 1.085087e-06 5.164760e-07 1.915889e-07 5.545508e-08 1.254787e-08
 [4,] 2.038976e-06 1.173743e-06 5.275475e-07 1.854508e-07 5.111801e-08
 [5,] 3.094731e-06 2.161835e-06 1.182301e-06 5.074265e-07 1.714591e-07
 [6,] 3.821566e-06 3.255899e-06 2.179881e-06 1.150307e-06 4.801728e-07
 [7,] 3.883425e-06 4.063164e-06 3.356012e-06 2.194994e-06 1.140624e-06
 [8,] 3.302981e-06 4.277210e-06 4.392182e-06 3.584717e-06 2.330074e-06
 [9,] 2.407937e-06 3.879285e-06 4.973535e-06 5.075366e-06 4.122758e-06
[10,] 1.556408e-06 3.100163e-06 4.938870e-06 6.264788e-06 6.311708e-06
[11,] 9.454358e-07 2.243259e-06 4.345324e-06 6.743674e-06 8.314855e-06
[12,] 6.048526e-07 1.546653e-06 3.451606e-06 6.355770e-06 9.402921e-06
[13,] 4.701641e-07 1.121321e-06 2.601374e-06 5.362378e-06 9.216540e-06
[14,] 4.498472e-07 9.431882e-07 2.033941e-06 4.279064e-06 8.078061e-06
[15,] 4.814326e-07 9.090588e-07 1.768655e-06 3.496322e-06 6.703902e-06
[16,] 5.657762e-07 9.431771e-07 1.677069e-06 3.063097e-06 5.617269e-06
[17,] 7.395268e-07 1.068723e-06 1.674137e-06 2.819738e-06 4.879309e-06
[18,] 9.886375e-07 1.350852e-06 1.826608e-06 2.695571e-06 4.323797e-06
[19,] 1.196725e-06 1.744982e-06 2.233940e-06 2.829990e-06 3.946302e-06
[20,] 1.217506e-06 2.036420e-06 2.790123e-06 3.351054e-06 3.986045e-06
[21,] 1.011438e-06 1.995905e-06 3.140640e-06 4.048910e-06 4.573019e-06
[22,] 6.858533e-07 1.601034e-06 2.967955e-06 4.398047e-06 5.347154e-06
[23,] 3.932344e-07 1.059232e-06 2.305231e-06 4.012508e-06 5.607730e-06
[24,] 2.131541e-07 6.129224e-07 1.501792e-06 3.030838e-06 4.948689e-06
[25,] 1.315138e-07 3.609309e-07 8.985601e-07 1.971034e-06 3.659485e-06
[26,] 9.636098e-08 2.541991e-07 5.911416e-07 1.254886e-06 2.420512e-06
[27,] 7.063758e-08 2.007601e-07 4.678978e-07 9.348481e-07 1.685332e-06
[28,] 4.481974e-08 1.477563e-07 3.848174e-07 8.070039e-07 1.412866e-06
[29,] 2.325317e-08 9.126072e-08 2.795545e-07 6.723054e-07 1.286010e-06
[30,] 9.698762e-09 4.565483e-08 1.671719e-07 4.769267e-07 1.064167e-06
[31,] 3.237138e-09 1.831382e-08 8.052016e-08 2.752518e-07 7.323444e-07
[32,] 8.635359e-10 5.874616e-09 3.105134e-08 1.275366e-07 4.071644e-07
[33,] 1.840484e-10 1.505826e-09 9.571738e-09 4.727098e-08 1.813934e-07
[34,] 3.133848e-11 3.083762e-10 2.357489e-09 1.400195e-08 6.461121e-08
[35,] 4.262935e-12 5.045175e-11 4.638822e-10 3.313636e-09 1.838956e-08
[36,] 4.632564e-13 6.594088e-12 7.292085e-11 6.264891e-10 4.181603e-09
[37,] 4.021751e-14 6.885171e-13 9.157526e-12 9.462522e-11 7.596338e-10
[38,] 2.789270e-15 5.743235e-14 9.187281e-13 1.141784e-11 1.102434e-10
[39,] 1.545420e-16 3.827185e-15 7.363385e-14 1.100638e-12 1.278168e-11
[40,] 6.840439e-18 2.037436e-16 4.714663e-15 8.475974e-14 1.183896e-12
[41,] 2.418822e-19 8.665060e-18 2.411618e-16 5.214626e-15 8.760645e-14
[42,] 6.832890e-21 2.944021e-19 9.854860e-18 2.562989e-16 5.179198e-15
[43,] 1.542010e-22 7.990872e-21 3.217216e-19 1.006392e-17 2.446290e-16
[44,] 2.780050e-24 1.732738e-22 8.390768e-21 3.157145e-19 9.231993e-18
[45,] 4.004089e-26 3.001658e-24 1.748328e-22 7.913075e-21 2.783959e-19
[46,] 4.607223e-28 4.154138e-26 2.910392e-24 1.584680e-22 6.709125e-21
[47,] 4.235099e-30 4.593040e-28 3.870842e-26 2.535853e-24 1.292407e-22
[48,] 3.110152e-32 4.057238e-30 4.113500e-28 3.243068e-26 1.990725e-24
[49,] 1.824739e-34 2.863451e-32 3.493109e-30 3.315415e-28 2.453228e-26
[50,] 8.553288e-37 1.614755e-34 2.370694e-32 2.710378e-30 2.420758e-28
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.889760e-11 4.628346e-12 3.518518e-13 2.310718e-14 1.561283e-15
 [2,] 3.662565e-10 4.214238e-11 3.920146e-12 3.191838e-13 2.713609e-14
 [3,] 2.227480e-09 3.130666e-10 3.582437e-11 3.627576e-12 3.859742e-13
 [4,] 1.109768e-08 1.917304e-09 2.714971e-10 3.423414e-11 4.515235e-12
 [5,] 4.584838e-08 9.807967e-09 1.727851e-09 2.708348e-10 4.368371e-11
 [6,] 1.593854e-07 4.249826e-08 9.341248e-09 1.810458e-09 3.514637e-10
 [7,] 4.729328e-07 1.577244e-07 4.320222e-08 1.026885e-08 2.362670e-09
 [8,] 1.209127e-06 5.035647e-07 1.709475e-07 4.938676e-08 1.330997e-08
 [9,] 2.667045e-06 1.378106e-06 5.751932e-07 2.004363e-07 6.288025e-08
[10,] 5.045267e-06 3.204662e-06 1.630854e-06 6.818740e-07 2.487831e-07
[11,] 8.117041e-06 6.275054e-06 3.864667e-06 1.932504e-06 8.222336e-07
[12,] 1.105403e-05 1.029459e-05 7.620566e-06 4.546349e-06 2.264849e-06
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[25,] 4.511318e-12 4.518818e-13 3.569472e-14 2.216118e-15 1.078393e-16
[26,] 4.905094e-11 5.888407e-12 5.578720e-13 4.156825e-14 2.428923e-15
[27,] 4.264273e-10 6.133999e-11 6.969016e-12 6.231359e-13 4.371791e-14
[28,] 2.964321e-09 5.108350e-10 6.958693e-11 7.465613e-12 6.288125e-13
[29,] 1.647895e-08 3.401200e-09 5.554164e-10 7.148601e-11 7.227818e-12
[30,] 7.326977e-08 1.810637e-08 3.543762e-09 5.470958e-10 6.639387e-11
[31,] 2.606277e-07 7.707722e-08 1.807547e-08 3.346626e-09 4.874087e-10
[32,] 7.420172e-07 2.624193e-07 7.371066e-08 1.636336e-08 2.859670e-09
[33,] 1.692292e-06 7.147929e-07 2.403497e-07 6.395663e-08 1.340944e-08
[34,] 3.096954e-06 1.558631e-06 6.267999e-07 1.998428e-07 5.025715e-08
[35,] 4.563602e-06 2.724054e-06 1.307899e-06 4.992890e-07 1.505594e-07
[36,] 5.456142e-06 3.825882e-06 2.185562e-06 9.977219e-07 3.605711e-07
[37,] 5.383040e-06 4.343714e-06 2.930479e-06 1.595651e-06 6.904664e-07
[38,] 4.547537e-06 4.042733e-06 3.167273e-06 2.045319e-06 1.057699e-06
[39,] 3.525645e-06 3.187115e-06 2.790748e-06 2.108630e-06 1.297510e-06
[40,] 2.735615e-06 2.277808e-06 2.062051e-06 1.764357e-06 1.278056e-06
[41,] 2.196134e-06 1.627585e-06 1.361843e-06 1.227000e-06 1.018107e-06
[42,] 1.722535e-06 1.225979e-06 8.926803e-07 7.514838e-07 6.689530e-07
[43,] 1.214643e-06 9.218654e-07 6.256936e-07 4.510495e-07 3.815432e-07
[44,] 7.294343e-07 6.293288e-07 4.480632e-07 2.919168e-07 2.097256e-07
[45,] 3.659300e-07 3.662047e-07 2.950349e-07 1.976850e-07 1.245020e-07
[46,] 1.572135e-07 1.772891e-07 1.660412e-07 1.250642e-07 7.915056e-08
[47,] 6.613768e-08 7.258987e-08 7.754218e-08 6.794242e-08 4.791003e-08
[48,] 3.653541e-08 2.810635e-08 3.032595e-08 3.059025e-08 2.507511e-08
[49,] 2.904582e-08 1.373471e-08 1.088333e-08 1.144638e-08 1.087722e-08
[50,] 2.561649e-08 9.985351e-09 4.714274e-09 3.831705e-09 3.898893e-09

> 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  
     640.80         3.05  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/77zah1226419106.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]  7780.592  8032.715  8284.838  8536.961  8789.083  9041.206  9293.329
 [8]  9545.452  9797.574 10049.697 10301.820 10553.943 10806.065 11058.188
[15] 11310.311 11562.434 11814.557 12066.679 12318.802 12570.925 12823.048
[22] 13075.170 13327.293 13579.416 13831.539 14083.661 14335.784 14587.907
[29] 14840.030 15092.152 15344.275 15596.398 15848.521 16100.643 16352.766
[36] 16604.889 16857.012 17109.135 17361.257 17613.380 17865.503 18117.626
[43] 18369.748 18621.871 18873.994 19126.117 19378.239 19630.362 19882.485
[50] 20134.608

$yords
 [1]  7442.742  7695.761  7948.779  8201.798  8454.817  8707.835  8960.854
 [8]  9213.873  9466.891  9719.910  9972.929 10225.948 10478.966 10731.985
[15] 10985.004 11238.022 11491.041 11744.060 11997.078 12250.097 12503.116
[22] 12756.135 13009.153 13262.172 13515.191 13768.209 14021.228 14274.247
[29] 14527.265 14780.284 15033.303 15286.322 15539.340 15792.359 16045.378
[36] 16298.396 16551.415 16804.434 17057.452 17310.471 17563.490 17816.509
[43] 18069.527 18322.546 18575.565 18828.583 19081.602 19334.621 19587.639
[50] 19840.658

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  6.555240e-07  4.381300e-07  8.383321e-08  6.643122e-09  1.219438e-09
 [2,]  4.786367e-07  9.911665e-07  5.655877e-07  9.900314e-08  1.027299e-08
 [3,]  1.271494e-07  7.750448e-07  1.354734e-06  6.700175e-07  1.159113e-07
 [4,]  2.606888e-08  2.278218e-07  1.135744e-06  1.681129e-06  7.430080e-07
 [5,]  1.174287e-08  6.239374e-08  3.763421e-07  1.513332e-06  1.911352e-06
 [6,]  2.980986e-09  3.401174e-08  1.402827e-07  5.809864e-07  1.850581e-06
 [7,]  2.796408e-10  9.436163e-09  8.980197e-08  2.958544e-07  8.540567e-07
 [8,]  9.628067e-12  9.684307e-10  2.719773e-08  2.162970e-07  5.840790e-07
 [9,]  1.242383e-13  3.673733e-11  3.059799e-09  7.146381e-08  4.757329e-07
[10,]  6.121907e-16  5.256660e-13  1.281373e-10  8.829176e-09  1.713861e-07
[11,]  1.160925e-18  2.882869e-15  2.035441e-12  4.088187e-10  2.328919e-08
[12,]  8.413836e-22  6.080565e-18  1.242127e-14  7.213637e-12  1.193666e-09
[13,]  2.288024e-25  4.878071e-21  2.909175e-17  4.894483e-14  2.339672e-11
[14,]  2.282138e-29  1.457973e-24  2.576699e-20  1.270258e-16  1.762658e-13
[15,]  8.175188e-34  1.586716e-28  8.440592e-24  1.238724e-19  5.056845e-16
[16,]  1.034414e-38  6.163562e-33  9.997630e-28  4.434983e-23  5.413974e-19
[17,]  4.567874e-44  8.417034e-38  4.202843e-32  5.703970e-27  2.112969e-22
[18,]  6.982229e-50  3.998129e-43  6.185444e-37  2.590393e-31  2.944505e-26
[19,]  3.674361e-56  6.558846e-49  3.157253e-42  4.103410e-36  1.442312e-30
[20,]  6.633677e-63  3.698729e-55  5.554910e-48  2.248795e-41  2.456479e-35
[21,]  4.099556e-70  7.148868e-62  3.355414e-54  4.240975e-47  1.444320e-40
[22,]  8.659846e-78  4.726705e-69  6.940928e-61  2.742943e-53  2.918210e-46
[23,]  6.247156e-86  1.067814e-76  4.909040e-68  6.071140e-60  2.020283e-52
[24,]  1.538175e-94  8.236075e-85  1.185893e-75  4.592406e-67  4.783655e-59
[25,] 1.292185e-103  2.167832e-93  9.778893e-84  1.186202e-74  3.869585e-66
[26,] 3.702883e-113 1.946621e-102  2.751413e-92  1.045671e-82  1.068603e-73
[27,] 3.619011e-123 5.962187e-112 2.640797e-101  3.144886e-91  1.006984e-81
[28,] 1.206232e-133 6.227908e-122 8.644804e-111 3.226215e-100  3.237111e-90
[29,] 1.371045e-144 2.218561e-132 9.651285e-121 1.128794e-109  3.549416e-99
[30,] 5.313958e-156 2.694978e-143 3.674357e-131 1.346844e-119 1.327266e-108
[31,] 7.023274e-168 1.116346e-154 4.770282e-142 5.480189e-130 1.692568e-118
[32,] 3.165120e-180 1.576796e-166 2.111759e-153 7.603570e-141 7.360148e-129
[33,] 4.863919e-193 7.594503e-179 3.187824e-165 3.597431e-152 1.091401e-139
[34,] 2.548615e-206 1.247231e-191 1.640855e-177 5.803580e-164 5.518414e-151
[35,] 4.553580e-220 6.984347e-205 2.879908e-190 3.192520e-176 9.514374e-163
[36,] 2.774236e-234 1.333665e-218 1.723571e-203 5.988443e-189 5.593578e-175
[37,] 5.763201e-249 8.683558e-233 3.517308e-217 3.830236e-202 1.121324e-187
[38,] 4.082382e-264 1.927873e-247 2.447494e-231 8.353480e-216 7.664848e-201
[39,] 9.859760e-280 1.459362e-262 5.806812e-246 6.211769e-230 1.786418e-214
[40,] 8.120330e-296 3.767053e-278 4.697936e-261 1.575127e-244 1.419758e-228
[41,] 2.280395e-312 3.315654e-294 1.296001e-276 1.361900e-259 3.847467e-243
[42,]  0.000000e+00 9.950978e-311 1.219082e-292 4.015168e-275 3.555205e-258
[43,]  0.000000e+00  0.000000e+00 3.909862e-309 4.036123e-291 1.120101e-273
[44,]  0.000000e+00  0.000000e+00  0.000000e+00 1.383503e-307 1.203384e-289
[45,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00 4.408391e-306
[46,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00 5.434722e-323
[47,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
[48,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
[49,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
[50,]  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  3.189689e-10  2.688834e-11  6.168758e-13  4.404594e-15  2.154614e-15
 [2,]  3.038418e-09  7.268366e-10  5.187896e-11  1.003768e-12  9.804473e-15
 [3,]  1.825922e-08  7.099542e-09  1.494931e-09  9.017772e-11  1.474178e-12
 [4,]  1.423841e-07  3.525465e-08  1.524374e-08  2.773278e-09  1.412495e-10
 [5,]  7.989030e-07  1.907205e-07  6.898070e-08  2.980998e-08  4.639704e-09
 [6,]  2.027548e-06  8.747250e-07  2.764821e-07  1.304419e-07  5.287683e-08
 [7,]  2.112909e-06  2.073465e-06  1.017155e-06  4.171701e-07  2.320878e-07
 [8,]  1.221735e-06  2.318576e-06  2.143115e-06  1.262597e-06  6.306556e-07
 [9,]  1.077280e-06  1.732105e-06  2.544164e-06  2.339043e-06  1.621299e-06
[10,]  9.566973e-07  1.853642e-06  2.450737e-06  2.894858e-06  2.721645e-06
[11,]  3.755929e-07  1.761692e-06  2.973561e-06  3.437093e-06  3.451824e-06
[12,]  5.620188e-08  7.530449e-07  2.975603e-06  4.448314e-06  4.708082e-06
[13,]  3.190519e-09  1.241700e-07  1.382942e-06  4.619467e-06  6.214100e-06
[14,]  6.942824e-11  7.807786e-09  2.513210e-07  2.329311e-06  6.608218e-06
[15,]  5.797113e-13  1.884127e-10  1.749441e-08  4.663058e-07  3.603849e-06
[16,]  1.833525e-15  1.739678e-12  4.673667e-10  3.589143e-08  7.937833e-07
[17,]  2.149039e-18  6.048899e-15  4.759618e-12  1.059191e-09  6.743489e-08
[18,]  9.120128e-22  7.740159e-18  1.814026e-14  1.186299e-11  2.192452e-09
[19,]  1.374412e-25  3.563567e-21  2.527403e-17  4.941346e-14  2.692154e-11
[20,]  7.251379e-30  5.797582e-25  1.259697e-20  7.476984e-17  1.221902e-13
[21,]  1.326590e-34  3.290641e-29  2.209038e-24  4.026485e-20  2.003108e-16
[22,]  8.362933e-40  6.461054e-34  1.347422e-28  7.600374e-24  1.163379e-19
[23,]  1.809547e-45  4.364775e-39  2.837424e-33  4.977280e-28  2.360743e-23
[24,]  1.340586e-51  1.011064e-44  2.053133e-38  1.123409e-32  1.658398e-27
[25,]  3.395175e-58  8.013726e-51  5.089888e-44  8.703358e-38  4.009706e-32
[26,]  2.936660e-65  2.170494e-57  4.315293e-50  2.308537e-43  3.324720e-37
[27,]  8.669798e-73  2.007229e-64  1.249789e-56  2.093197e-49  9.433158e-43
[28,]  8.732966e-81  6.334706e-72  1.235617e-63  6.481679e-56  9.145956e-49
[29,]  3.000688e-89  6.820553e-80  4.168447e-71  6.850472e-63  3.027745e-55
[30,]  3.516482e-98  2.504827e-88  4.797113e-79  2.470239e-70  3.420550e-62
[31,] 1.405399e-107  3.137341e-97  1.882964e-87  3.038483e-78  1.318360e-69
[32,] 1.915375e-117 1.340057e-106  2.520585e-96  1.274675e-86  1.733153e-77
[33,] 8.901673e-128 1.951897e-116 1.150653e-105  1.823657e-95  7.770786e-86
[34,] 1.410672e-138 9.694670e-127 1.791177e-115 8.897102e-105  1.188150e-94
[35,] 7.622880e-150 1.641918e-137 9.507794e-126 1.480159e-114 6.195009e-104
[36,] 1.404614e-161 9.482363e-149 1.720958e-136 8.396945e-125 1.101469e-113
[37,] 8.825268e-174 1.867309e-160 1.062178e-147 1.624328e-135 6.677999e-124
[38,] 1.890734e-186 1.253858e-172 2.235415e-159 1.071425e-146 1.380572e-134
[39,] 1.381151e-199 2.870715e-185 1.604096e-171 2.409704e-158 9.731684e-146
[40,] 3.440355e-213 2.241211e-198 3.925123e-184 1.848059e-170 2.339204e-157
[41,] 2.922099e-227 5.966301e-212 3.274962e-197 4.832801e-183 1.917255e-169
[42,] 8.462832e-242 5.415730e-226 9.317274e-211 4.309351e-196 5.358241e-182
[43,] 8.356808e-257 1.676153e-240 9.038102e-225 1.310182e-209 5.105906e-195
[44,] 2.813964e-272 1.768980e-255 2.989631e-239 1.358323e-223 1.659106e-208
[45,] 3.230916e-288 6.365921e-271 3.371996e-254 4.801792e-238 1.838252e-222
[46,] 1.264916e-304 7.811393e-287 1.296837e-269 5.788058e-253 6.944886e-237
[47,] 1.689705e-321 3.268113e-303 1.700537e-285 2.378841e-268 8.946006e-252
[48,]  0.000000e+00 4.662497e-320 7.603989e-302 3.333895e-284 3.929585e-267
[49,]  0.000000e+00  0.000000e+00 1.159379e-318 1.593190e-300 5.885631e-283
[50,]  0.000000e+00  0.000000e+00  0.000000e+00 2.595874e-317 3.005667e-299
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  2.093590e-15  5.485420e-16  3.863839e-17  7.316747e-19  3.724835e-21
 [2,]  1.394763e-14  1.144731e-14  2.527222e-15  1.499940e-16  2.393283e-18
 [3,]  3.819101e-14  8.146641e-14  5.636334e-14  1.048475e-14  5.243363e-16
 [4,]  1.970174e-12  2.052061e-13  4.286415e-13  2.499031e-13  3.917009e-14
 [5,]  1.994857e-10  2.495293e-12  1.120059e-12  2.031054e-12  9.977690e-13
 [6,]  7.002521e-09  2.543933e-10  3.547379e-12  5.639480e-12  8.666328e-12
 [7,]  8.493486e-08  9.543723e-09  2.941317e-10  8.013538e-12  2.568482e-11
 [8,]  3.828818e-07  1.235477e-07  1.177132e-08  3.122978e-10  2.892303e-11
 [9,]  9.316550e-07  5.812503e-07  1.630354e-07  1.320108e-08  3.178301e-10
[10,]  2.073923e-06  1.324894e-06  8.099550e-07  1.960049e-07  1.360150e-08
[11,]  3.277460e-06  2.580971e-06  1.797599e-06  1.038316e-06  2.164648e-07
[12,]  4.225957e-06  3.922943e-06  3.099401e-06  2.319053e-06  1.233963e-06
[13,]  6.209662e-06  5.145070e-06  4.540282e-06  3.601238e-06  2.854292e-06
[14,]  8.129529e-06  7.820168e-06  6.081590e-06  5.027467e-06  4.092651e-06
[15,]  8.740581e-06  1.000920e-05  9.392414e-06  6.904526e-06  5.343355e-06
[16,]  5.132632e-06  1.074223e-05  1.168793e-05  1.081414e-05  7.528856e-06
[17,]  1.241290e-06  6.750233e-06  1.235666e-05  1.308722e-05  1.204926e-05
[18,]  1.161014e-07  1.786948e-06  8.238289e-06  1.344430e-05  1.424452e-05
[19,]  4.145416e-09  1.834192e-07  2.376820e-06  9.401307e-06  1.403404e-05
[20,]  5.561873e-11  7.165387e-09  2.666151e-07  2.938443e-06  1.014288e-05
[21,]  2.742368e-13  1.046562e-10  1.134521e-08  3.583005e-07  3.407495e-06
[22,]  4.858895e-16  5.587958e-13  1.796302e-10  1.651802e-08  4.486317e-07
[23,]  3.038172e-19  1.067432e-15  1.034953e-12  2.820952e-10  2.225835e-08
[24,]  6.619606e-23  7.173027e-19  2.125753e-15  1.746576e-12  4.075104e-10
[25,]  4.984252e-27  1.676020e-22  1.532200e-18  3.845020e-15  2.697388e-12
[26,]  1.290223e-31  1.351480e-26  3.834005e-22  2.965654e-18  6.338872e-15
[27,]  1.144572e-36  3.743404e-31  3.307723e-26  7.933804e-22  5.215771e-18
[28,]  3.472879e-42  3.551485e-36  9.796864e-31  7.314335e-26  1.488366e-21
[29,]  3.599958e-48  1.152106e-41  9.935691e-36  2.314516e-30  1.463836e-25
[30,]  1.273920e-54  1.276574e-47  3.444795e-41  2.507595e-35  4.942618e-30
[31,]  1.538302e-61  4.828362e-54  4.079153e-47  9.287858e-41  5.715411e-35
[32,]  6.336724e-69  6.231189e-61  1.648726e-53  1.174950e-46  2.259909e-40
[33,]  8.903284e-77  2.743237e-68  2.273782e-60  5.073703e-53  3.052655e-46
[34,]  4.266174e-85  4.119060e-76  1.069691e-67  7.475882e-60  1.407768e-52
[35,]  6.971193e-94  2.109302e-84  1.716402e-75  3.757808e-67  2.215558e-59
[36,] 3.884591e-103  3.683545e-93  9.392839e-84  6.442909e-75  1.189670e-66
[37,] 7.381324e-113 2.193592e-102  1.752908e-92  3.767520e-83  2.179114e-74
[38,] 4.782627e-123 4.454485e-112 1.115548e-101  7.513219e-92  1.361419e-82
[39,] 1.056621e-133 3.084367e-122 2.420785e-111 5.109264e-101  2.900760e-91
[40,] 7.960210e-145 7.282671e-133 1.791379e-121 1.184866e-110 2.107869e-100
[41,] 2.044858e-156 5.863427e-144 4.520233e-132 9.369892e-121 5.223425e-110
[42,] 1.791156e-168 1.609706e-155 3.889312e-143 2.526664e-131 4.414019e-120
[43,] 5.349505e-181 1.506793e-167 1.141040e-154 2.323190e-142 1.271900e-130
[44,] 5.448092e-194 4.809631e-180 1.141516e-166 7.284153e-154 1.249797e-141
[45,] 1.891930e-207 5.234808e-193 3.894000e-179 7.787718e-166 4.187661e-153
[46,] 2.240245e-221 1.942764e-206 4.529408e-192 2.839071e-178 4.784595e-165
[47,] 9.044631e-236 2.458362e-220 1.796368e-205 3.529018e-191 1.863960e-177
[48,] 1.245200e-250 1.060776e-234 2.429415e-219 1.495839e-204 2.476193e-190
[49,] 5.845426e-266 1.560743e-249 1.120309e-233 2.161959e-218 1.121676e-203
[50,] 9.356121e-282 7.829649e-265 1.761486e-248 1.065410e-232 1.732447e-217
              [,16]         [,17]         [,18]         [,19]         [,20]
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[10,]  3.529927e-10  4.569537e-10  1.297896e-09  1.007195e-09  2.101532e-10
[11,]  1.318776e-08  5.404770e-10  1.614533e-09  3.891535e-09  2.544709e-09
[12,]  2.229499e-07  1.269444e-08  1.215778e-09  5.155319e-09  1.050730e-08
[13,]  1.379090e-06  2.197782e-07  1.336731e-08  3.262859e-09  1.484524e-08
[14,]  3.388377e-06  1.480538e-06  2.157875e-07  1.697444e-08  8.844895e-09
[15,]  4.630094e-06  3.943543e-06  1.565419e-06  2.217435e-07  2.586288e-08
[16,]  5.534642e-06  5.320814e-06  4.568630e-06  1.664119e-06  2.483022e-07
[17,]  7.942580e-06  5.736171e-06  6.290144e-06  5.297379e-06  1.792611e-06
[18,]  1.313299e-05  8.208193e-06  6.137141e-06  7.612239e-06  6.099065e-06
[19,]  1.528098e-05  1.412734e-05  8.446878e-06  6.912237e-06  9.231706e-06
[20,]  1.429075e-05  1.632073e-05  1.507446e-05  8.812726e-06  8.135011e-06
[21,]  1.049421e-05  1.441207e-05  1.740999e-05  1.598583e-05  9.456364e-06
[22,]  3.752786e-06  1.057046e-05  1.451559e-05  1.848944e-05  1.687300e-05
[23,]  5.292025e-07  3.981285e-06  1.047945e-05  1.458692e-05  1.943985e-05
[24,]  2.803169e-08  5.960794e-07  4.116737e-06  1.024573e-05  1.451998e-05
[25,]  5.460688e-10  3.341546e-08  6.493066e-07  4.166469e-06  9.806081e-06
[26,]  3.839171e-12  6.867036e-10  3.821462e-08  6.887659e-07  4.103645e-06
[27,]  9.579650e-15  5.087667e-12  8.215378e-10  4.234046e-08  7.097633e-07
[28,]  8.373708e-18  1.338759e-14  6.360222e-12  9.465084e-10  4.552580e-08
[29,]  2.540621e-21  1.236140e-17  1.750885e-14  7.603663e-12  1.056496e-09
[30,]  2.659107e-25  3.969405e-21  1.695499e-17  2.173047e-14  8.778695e-12
[31,]  9.562580e-30  4.405199e-25  5.726808e-21  2.189753e-17  2.591715e-14
[32,]  1.178515e-34  1.682443e-29  6.704326e-25  7.722179e-21  2.700339e-17
[33,]  4.969408e-40  2.205054e-34  2.708001e-29  9.472918e-25  9.870985e-21
[34,]  7.161569e-46  9.898376e-40  3.761629e-34  4.023199e-29  1.259471e-24
[35,]  3.524860e-52  1.519896e-45  1.792817e-39  5.894240e-34  5.584698e-29
[36,]  5.922503e-59  7.976056e-52  2.926973e-45  2.970689e-39  8.574312e-34
[37,]  3.395888e-66  1.429595e-58  1.634957e-51  5.139789e-45  4.544149e-39
[38,]  6.643376e-74  8.747799e-66  3.121956e-58  3.047915e-51  8.292212e-45
[39,]  4.433325e-82  1.826821e-73  2.036549e-65  6.187209e-58  5.199453e-51
[40,]  1.009145e-90  1.301762e-81  4.536625e-73  4.295806e-65  1.118468e-57
[41,] 7.834524e-100  3.164614e-90  3.449686e-81  1.019387e-72  8.243164e-65
[42,] 2.074343e-109  2.624276e-99  8.952046e-90  8.263163e-81  2.079316e-72
[43,] 1.872929e-119 7.422354e-109  7.926118e-99  2.287040e-89  1.793646e-80
[44,] 5.767049e-130 7.160088e-119 2.394194e-108  2.160792e-98  5.287985e-89
[45,] 6.055508e-141 2.355599e-129 2.466920e-118 6.966988e-108  5.325398e-98
[46,] 2.168223e-152 2.642851e-140 8.669814e-129 7.664589e-118 1.831266e-107
[47,] 2.647202e-164 1.011114e-151 1.039144e-139 2.876497e-128 2.149504e-117
[48,] 1.102136e-176 1.319199e-163 4.247824e-151 3.682608e-139 8.610753e-128
[49,] 1.564677e-189 5.869182e-176 5.921711e-163 1.608087e-150 1.176964e-138
[50,] 7.574088e-203 8.903763e-189 2.815032e-175 2.394838e-162 5.488093e-150
              [,21]         [,22]         [,23]         [,24]        [,25]
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[10,]  1.178823e-11  1.777670e-13  7.206821e-16  7.854638e-19 2.301434e-22
[11,]  4.473857e-10  2.114543e-11  2.686833e-13  9.178143e-16 8.428667e-19
[12,]  5.789527e-09  8.576468e-10  3.415577e-11  3.656870e-13 1.052555e-15
[13,]  2.554748e-08  1.186124e-08  1.480531e-09  4.968149e-11 4.481896e-13
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[15,]  2.271960e-08  9.007259e-08  1.102844e-07  3.635366e-08 3.221650e-09
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[17,]  3.051239e-07  7.133707e-08  1.178249e-07  3.598114e-07 3.130479e-07
[18,]  1.946628e-06  3.996374e-07  1.139031e-07  2.339487e-07 6.146563e-07
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[22,]  1.047515e-05  1.137585e-05  1.313273e-05  7.341207e-06 2.538580e-06
[23,]  1.778470e-05  1.185745e-05  1.275941e-05  1.304753e-05 6.705841e-06
[24,]  2.017009e-05  1.880190e-05  1.344459e-05  1.351289e-05 1.206644e-05
[25,]  1.421813e-05  2.068320e-05  1.997184e-05  1.494032e-05 1.342381e-05
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[27,]  3.882536e-06  8.062419e-06  1.303923e-05  2.140790e-05 2.228648e-05
[28,]  7.027838e-07  3.477628e-06  6.864340e-06  1.245011e-05 2.168235e-05
[29,]  4.714782e-08  6.587804e-07  2.916561e-06  5.677726e-06 1.202445e-05
[30,]  1.138864e-09  4.639857e-08  5.764968e-07  2.280881e-06 4.684520e-06
[31,]  9.804421e-12  1.172602e-09  4.276143e-08  4.661331e-07 1.673645e-06
[32,]  2.989357e-14  1.051452e-11  1.136764e-09  3.645633e-08 3.463379e-07
[33,]  3.212329e-17  3.325213e-14  1.068616e-11  1.023729e-09 2.850194e-08
[34,]  1.211613e-20  3.694280e-17  3.529088e-14  1.014747e-11 8.475272e-10
[35,]  1.598171e-24  1.437795e-20  4.078410e-17  3.523361e-14 8.895701e-12
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[37,]  1.173762e-33  9.282759e-29  2.314508e-24  1.797055e-20 4.169423e-17
[38,]  6.496363e-39  1.533824e-33  1.133968e-28  2.629673e-24 1.846529e-20
[39,]  1.242432e-44  8.805674e-39  1.933649e-33  1.336166e-28 2.831665e-24
[40,]  8.192079e-51  1.752772e-44  1.146620e-38  2.357284e-33 1.502660e-28
[41,]  1.858461e-57  1.207057e-50  2.361827e-44  1.444061e-38 2.759462e-33
[42,]  1.448122e-64  2.869862e-57  1.687586e-50  3.071608e-44 1.754311e-38
[43,]  3.870036e-72  2.351069e-64  4.176097e-57  2.267908e-50 3.863267e-44
[44,]  3.543178e-80  6.625058e-72  3.572864e-64  5.809025e-57 2.948573e-50
[45,]  1.110230e-88  6.411386e-80  1.054929e-71  5.156847e-64 7.802831e-57
[46,]  1.189701e-97  2.127989e-88  1.073069e-79  1.584567e-71 7.159809e-64
[47,] 4.356953e-107  2.419575e-97  3.754105e-88  1.682766e-79 2.277299e-71
[48,] 5.450848e-117 9.416351e-107  4.510667e-97  6.166533e-88 2.509078e-79
[49,] 2.328616e-127 1.253305e-116 1.858924e-106  7.784918e-97 9.566041e-88
[50,] 3.395718e-138 5.701322e-127 2.624649e-116 3.380408e-106 1.260334e-96
             [,26]        [,27]         [,28]         [,29]         [,30]
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[12,] 8.144610e-19 1.694285e-22  9.475291e-27  1.424584e-31  5.758027e-37
[13,] 1.086973e-15 7.087068e-19  1.242237e-22  5.853715e-27  7.415647e-32
[14,] 4.946448e-13 1.010817e-15  5.553176e-19  8.201625e-23  3.256482e-27
[15,] 7.675355e-11 4.915968e-13  8.464665e-16  3.918321e-19  4.876188e-23
[16,] 4.060975e-09 8.152149e-11  4.399507e-13  6.383011e-16  2.489644e-19
[17,] 7.326412e-08 4.609614e-09  7.797008e-11  3.545529e-13  4.334353e-16
[18,] 4.506946e-07 8.887619e-08  4.711729e-09  6.715291e-11  2.572999e-13
[19,] 9.455945e-07 5.842999e-07  9.708699e-08  4.336877e-09  5.208149e-11
[20,] 6.868960e-07 1.310028e-06  6.821360e-07  9.550323e-08  3.594644e-09
[21,] 3.362824e-07 1.011375e-06  1.634375e-06  7.171129e-07  8.459728e-08
[22,] 9.966800e-07 4.339994e-07  1.343680e-06  1.836172e-06  6.788687e-07
[23,] 2.615539e-06 1.060918e-06  5.297780e-07  1.609658e-06  1.857648e-06
[24,] 5.817681e-06 2.610205e-06  1.036967e-06  6.077363e-07  1.737941e-06
[25,] 1.038251e-05 4.842593e-06  2.493357e-06  9.329811e-07  6.500329e-07
[26,] 1.248371e-05 8.331270e-06  3.926707e-06  2.268705e-06  7.811574e-07
[27,] 1.626956e-05 1.088185e-05  6.278636e-06  3.174990e-06  1.985278e-06
[28,] 2.281666e-05 1.566838e-05  8.934326e-06  4.522937e-06  2.657764e-06
[29,] 2.171288e-05 2.247610e-05  1.428304e-05  6.980146e-06  3.244651e-06
[30,] 1.173083e-05 2.123013e-05  2.113391e-05  1.240727e-05  5.285487e-06
[31,] 3.974547e-06 1.140445e-05  2.001656e-05  1.894003e-05  1.040244e-05
[32,] 1.176585e-06 3.518490e-06  1.083461e-05  1.804297e-05  1.626769e-05
[33,] 2.365757e-07 8.233044e-07  3.203545e-06  9.881374e-06  1.551098e-05
[34,] 2.032869e-08 1.499245e-07  5.998050e-07  2.902465e-06  8.551787e-06
[35,] 6.403982e-10 1.320539e-08  9.018581e-08  4.650603e-07  2.534326e-06
[36,] 7.136319e-12 4.397004e-10  7.833903e-09  5.366503e-08  3.757209e-07
[37,] 2.779578e-14 5.208249e-12  2.737433e-10  4.286102e-09  3.324934e-08
[38,] 3.760919e-17 2.157764e-14  3.445569e-12  1.545545e-10  2.211749e-09
[39,] 1.761285e-20 3.103539e-17  1.520292e-14  2.062100e-12  7.940879e-11
[40,] 2.848921e-24 1.543122e-20  2.329062e-17  9.693536e-15  1.115718e-12
[41,] 1.590049e-28 2.645639e-24  1.232736e-20  1.583529e-17  5.583958e-15
[42,] 3.061298e-33 1.561810e-28  2.247513e-24  8.936144e-21  9.731711e-18
[43,] 2.033680e-38 3.172621e-33  1.408987e-28  1.736138e-24  5.860659e-21
[44,] 4.664594e-44 2.217533e-38  3.034301e-33  1.158849e-28  1.214849e-24
[45,] 3.697246e-50 5.335293e-44  2.243868e-38  2.654318e-33  8.648033e-29
[46,] 1.013598e-56 4.421590e-50  5.698111e-44  2.084814e-38  2.111065e-33
[47,] 9.619142e-64 1.263374e-56  4.970750e-50  5.613800e-44  1.765623e-38
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[50,] 1.421298e-87 5.003414e-79  5.465217e-71  1.782958e-63  1.665474e-56
              [,31]         [,32]         [,33]         [,34]         [,35]
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[50,]  4.324644e-50  3.070695e-44  5.914497e-39  3.079695e-34  4.331298e-30
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              [,46]         [,47]         [,48]         [,49]         [,50]
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[14,] 3.198747e-175 2.541899e-189 5.430335e-204 3.118781e-219 4.815408e-235
[15,] 4.153542e-163 1.034496e-176 6.926739e-191 1.246863e-205 6.033909e-221
[16,] 1.838975e-151 1.435547e-164 3.012650e-178 1.699691e-192 2.577990e-207
[17,] 2.776300e-140 6.792653e-153 4.467889e-166 7.900512e-180 3.755762e-194
[18,] 1.429175e-129 1.095948e-141 2.259355e-154 1.252186e-167 1.865706e-181
[19,] 2.508608e-119 6.029328e-131 3.895784e-143 6.767228e-156 3.160215e-169
[20,] 1.501449e-109 1.131041e-120 2.290530e-132 1.247049e-144 1.825245e-157
[21,] 3.064184e-100 7.234592e-111 4.592014e-122 7.835781e-134 3.594606e-146
[22,]  2.132295e-91 1.577895e-101 3.139054e-112 1.678841e-123 2.413849e-135
[23,]  5.059509e-83  1.173466e-92 7.316828e-103 1.226493e-113 5.527098e-125
[24,]  4.093531e-75  2.975719e-84  5.815349e-94 3.055269e-104 4.315321e-115
[25,]  1.129316e-67  2.573007e-76  1.576000e-85  2.595144e-95 1.148832e-105
[26,]  1.062336e-60  7.586101e-69  1.456349e-77  7.516268e-87  1.042867e-96
[27,]  3.407514e-54  7.626516e-62  4.588859e-70  7.422891e-79  3.227984e-88
[28,]  3.726839e-48  2.614332e-55  4.930270e-63  2.499601e-71  3.406909e-80
[29,]  1.389863e-42  3.055790e-49  1.806197e-56  2.870097e-64  1.226078e-72
[30,]  1.767387e-37  1.217909e-43  2.256254e-50  1.123702e-57  1.504541e-65
[31,]  7.663376e-33  1.655140e-38  9.610350e-45  1.500147e-51  6.295326e-59
[32,]  1.133019e-28  7.669754e-34  1.395780e-39  6.828774e-46  8.981699e-53
[33,]  5.712292e-25  1.211898e-29  6.912395e-35  1.059949e-40  4.369505e-47
[34,]  9.827147e-22  6.530556e-26  1.167299e-30  5.609905e-36  7.248209e-42
[35,]  5.819339e-19  1.202618e-22  6.725007e-27  1.012537e-31  4.099908e-37
[36,]  1.316439e-16  7.767480e-20  1.329950e-23  6.241300e-28  7.910514e-33
[37,]  2.251295e-14  2.306857e-17  9.736445e-21  1.338366e-24  5.228979e-29
[38,]  4.600330e-12  7.792359e-15  4.686172e-18  1.224498e-21  1.250313e-25
[39,]  4.552066e-10  2.160232e-12  2.849114e-15  1.142473e-18  1.726398e-22
[40,]  1.592275e-08  2.341431e-10  9.299101e-13  1.004343e-15  3.052251e-19
[41,]  1.919940e-07  8.765832e-09  1.086089e-10  3.626484e-13  3.268354e-16
[42,]  8.213231e-07  1.127270e-07  4.346654e-09  4.538847e-11  1.276106e-13
[43,]  1.458369e-06  5.102522e-07  5.963817e-08  1.941153e-09  1.708373e-11
[44,]  1.884560e-06  9.335983e-07  2.862954e-07  2.842586e-08  7.807038e-10
[45,]  2.592138e-06  1.246685e-06  5.448264e-07  1.449827e-07  1.220531e-08
[46,]  2.135877e-06  1.958501e-06  7.666063e-07  2.891590e-07  6.623274e-08
[47,]  8.402133e-07  1.823548e-06  1.378843e-06  4.360600e-07  1.393096e-07
[48,]  3.698887e-07  7.236204e-07  1.434868e-06  8.961572e-07  2.283870e-07
[49,]  1.985526e-07  2.271390e-07  5.923103e-07  1.031544e-06  5.338140e-07
[50,]  4.813381e-08  1.062320e-07  1.421080e-07  4.502376e-07  6.738534e-07

> 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  
  -1458.862        1.055  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1s69k1226419106.ps tmp/1s69k1226419106.png")
> system("convert tmp/2xvsf1226419106.ps tmp/2xvsf1226419106.png")
> system("convert tmp/3ke2a1226419106.ps tmp/3ke2a1226419106.png")
> system("convert tmp/4uolx1226419106.ps tmp/4uolx1226419106.png")
> system("convert tmp/5e8841226419106.ps tmp/5e8841226419106.png")
> system("convert tmp/6fkzc1226419106.ps tmp/6fkzc1226419106.png")
> system("convert tmp/77zah1226419106.ps tmp/77zah1226419106.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.259   1.319   3.742