R version 2.8.0 (2008-10-20)
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
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Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(5.89,5.65,5.85,6.02,5.90,5.83,5.64,5.75,5.69,5.69,5.68,5.45,5.22,5.11,5.03,5.03,5.09,4.96,4.88,4.66,4.34,4.28,4.33,4.09,3.90,4.04,4.26,4.11,4.29,4.64,4.94,5.18,5.34,5.58,5.30,5.41,5.79,5.79,5.62,5.52,5.69,5.53,5.60,5.56,5.63,5.58,5.52,5.28,5.16,5.16,5.08,5.21,5.38,5.33,5.35,5.15,5.14,4.89,4.75,4.97)
> y <- c(1202454.6,1201423.4,1505916,1513377.6,1977605.3,1873829.6,1424049.1,1322740,1584825.5,1680460.3,1648573.7,3095468.7,1307982.9,1367588.9,1572718.3,1611602.9,1641196.4,1845262.4,1464237.6,1402385.7,2077099.8,1691129.6,1729012.7,3347792.1,1365087.7,1545460,1844355.1,1775549.8,1721779.2,2128726.1,1664319.9,1769471.4,1904578.4,1872042.3,1802181,3222199.4,1491414.2,1658519.2,2079206.9,1748767.4,2084447.4,2067181.6,1718122.8,1782337.1,1958118.4,2028681.3,2076128.1,3383873,1870369,1654852.9,2074338.3,1888653.7,1991137.8,2168237.9,1867424.1,1842359.6,1927476.3,2065555.4,2455608.5,3336170.9)
> x <- c(35810356.5,35492936.3,38937434.1,40059102.8,37708710.2,41570965.7,36333563,34181220.1,42593543.9,43119727.6,38497690.9,45473273.4,38399780.4,38882302.6,44051120.6,41677559.9,40699203.5,44150027.6,38225518.7,35447405.7,43075518.3,42302792,39743541.7,44670641.2,37123384,37668266.4,46117528.8,42273156.4,39404153.2,45799994.5,38602505.2,39454830.1,47427901.4,46497980.9,45057149.4,50615569.2,43033396.2,46013056.5,54222266.3,46417306.4,51046271.8,51201279.6,43475288.7,44968981.1,53939345.4,54549319.7,54072107.3,58434230.1,51158751,50039368,57872617.4,51642978.8,54534465.9,56094697.8,48189983.1,47492381,52987449.1,55719803.5,53922860.5,54931231.9)
> par7 = 'rentevoet'
> par6 = 'Investeringen'
> par5 = 'Omzet'
> 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/1xprf1228228178.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/21py71228228178.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/3dclt1228228178.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/4mlmm1228228178.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/529ko1228228178.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  
 -2.356e+05    4.683e-02  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6asbt1228228178.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]  983221 1036667 1090113 1143559 1197005 1250451 1303897 1357343 1410789
[10] 1464235 1517681 1571127 1624573 1678019 1731465 1784911 1838357 1891803
[19] 1945249 1998695 2052141 2105587 2159033 2212479 2265925 2319371 2372817
[28] 2426263 2479709 2533155 2586601 2640047 2693493 2746939 2800385 2853831
[37] 2907277 2960723 3014169 3067615 3121061 3174507 3227953 3281399 3334845
[46] 3388291 3441737 3495183 3548629 3602075

$yords
 [1] 3.616627 3.671458 3.726290 3.781121 3.835953 3.890784 3.945616 4.000448
 [9] 4.055279 4.110111 4.164942 4.219774 4.274605 4.329437 4.384269 4.439100
[17] 4.493932 4.548763 4.603595 4.658426 4.713258 4.768090 4.822921 4.877753
[25] 4.932584 4.987416 5.042247 5.097079 5.151910 5.206742 5.261574 5.316405
[33] 5.371237 5.426068 5.480900 5.535731 5.590563 5.645395 5.700226 5.755058
[41] 5.809889 5.864721 5.919552 5.974384 6.029216 6.084047 6.138879 6.193710
[49] 6.248542 6.303373

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.065641e-08 1.475423e-07 2.205261e-07 3.027307e-07 3.817173e-07
 [2,] 2.400788e-07 3.861225e-07 5.704005e-07 7.740386e-07 9.650100e-07
 [3,] 5.550569e-07 8.824426e-07 1.288882e-06 1.729774e-06 2.133584e-06
 [4,] 1.121028e-06 1.762564e-06 2.546851e-06 3.383047e-06 4.132466e-06
 [5,] 1.979812e-06 3.080758e-06 4.408249e-06 5.802756e-06 7.030738e-06
 [6,] 3.062370e-06 4.721916e-06 6.701038e-06 8.758299e-06 1.055171e-05
 [7,] 4.159433e-06 6.367166e-06 8.983117e-06 1.169291e-05 1.406038e-05
 [8,] 4.981002e-06 7.592038e-06 1.068776e-05 1.391757e-05 1.679615e-05
 [9,] 5.292246e-06 8.067437e-06 1.139338e-05 1.493905e-05 1.823387e-05
[10,] 5.036628e-06 7.727985e-06 1.103165e-05 1.469213e-05 1.831664e-05
[11,] 4.353738e-06 6.782575e-06 9.882473e-06 1.351237e-05 1.740482e-05
[12,] 3.485463e-06 5.573302e-06 8.383661e-06 1.190556e-05 1.602400e-05
[13,] 2.651041e-06 4.402976e-06 6.915270e-06 1.030240e-05 1.460787e-05
[14,] 1.973739e-06 3.439352e-06 5.683943e-06 8.926833e-06 1.335274e-05
[15,] 1.478211e-06 2.713172e-06 4.719154e-06 7.785979e-06 1.219845e-05
[16,] 1.127549e-06 2.168185e-06 3.935444e-06 6.745847e-06 1.092754e-05
[17,] 8.659657e-07 1.722856e-06 3.219858e-06 5.656692e-06 9.349806e-06
[18,] 6.499601e-07 1.319924e-06 2.508729e-06 4.468068e-06 7.466270e-06
[19,] 4.613550e-07 9.471173e-07 1.816713e-06 3.261691e-06 5.490752e-06
[20,] 3.023270e-07 6.248557e-07 1.207358e-06 2.186075e-06 3.717377e-06
[21,] 1.809198e-07 3.772167e-07 7.375227e-07 1.356182e-06 2.351410e-06
[22,] 9.925805e-08 2.106062e-07 4.214250e-07 7.976677e-07 1.430951e-06
[23,] 5.094974e-08 1.117215e-07 2.326005e-07 4.604169e-07 8.660388e-07
[24,] 2.533674e-08 5.840879e-08 1.282593e-07 2.676698e-07 5.288882e-07
[25,] 1.263705e-08 3.085497e-08 7.144173e-08 1.560680e-07 3.200484e-07
[26,] 6.376920e-09 1.633384e-08 3.928950e-08 8.831147e-08 1.847657e-07
[27,] 3.170954e-09 8.358201e-09 2.049908e-08 4.663079e-08 9.818462e-08
[28,] 1.490528e-09 3.973419e-09 9.796895e-09 2.230932e-08 4.689624e-08
[29,] 6.396808e-10 1.705595e-09 4.193557e-09 9.506563e-09 1.988638e-08
[30,] 2.453022e-10 6.504862e-10 1.589286e-09 3.581783e-09 7.466377e-09
[31,] 8.323696e-11 2.190928e-10 5.320354e-10 1.196069e-09 2.506205e-09
[32,] 2.570937e-11 6.708089e-11 1.623276e-10 3.674548e-10 7.902706e-10
[33,] 1.238589e-11 3.078811e-11 7.153775e-11 1.577327e-10 3.386798e-10
[34,] 3.400151e-11 7.878988e-11 1.684535e-10 3.340873e-10 6.216364e-10
[35,] 1.572039e-10 3.572174e-10 7.457334e-10 1.431265e-09 2.529444e-09
[36,] 6.612177e-10 1.483289e-09 3.055411e-09 5.779784e-09 1.004231e-08
[37,] 2.430377e-09 5.385037e-09 1.095572e-08 2.046606e-08 3.510577e-08
[38,] 7.792048e-09 1.705378e-08 3.427075e-08 6.323554e-08 1.071358e-07
[39,] 2.178901e-08 4.710452e-08 9.350213e-08 1.704174e-07 2.851941e-07
[40,] 5.314091e-08 1.134777e-07 2.224977e-07 4.005663e-07 6.621508e-07
[41,] 1.130383e-07 2.384315e-07 4.617800e-07 8.211835e-07 1.340847e-06
[42,] 2.097142e-07 4.369402e-07 8.358916e-07 1.468289e-06 2.368136e-06
[43,] 3.393401e-07 6.983702e-07 1.319684e-06 2.289749e-06 3.647871e-06
[44,] 4.789032e-07 9.735418e-07 1.817169e-06 3.114365e-06 4.900920e-06
[45,] 5.894752e-07 1.183665e-06 2.182357e-06 3.694507e-06 5.742763e-06
[46,] 6.328322e-07 1.255186e-06 2.285924e-06 3.822511e-06 5.869073e-06
[47,] 5.925390e-07 1.160895e-06 2.088348e-06 3.449421e-06 5.231465e-06
[48,] 4.838943e-07 9.364465e-07 1.663984e-06 2.714869e-06 4.067078e-06
[49,] 3.446588e-07 6.588373e-07 1.156380e-06 1.863618e-06 2.757699e-06
[50,] 2.141083e-07 4.042767e-07 7.009025e-07 1.115758e-06 1.630859e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.421462e-07 4.705447e-07 4.602227e-07 4.139173e-07 3.428058e-07
 [2,] 1.105520e-06 1.164071e-06 1.127074e-06 1.004235e-06 8.249985e-07
 [3,] 2.419356e-06 2.523108e-06 2.421540e-06 2.141249e-06 1.748955e-06
 [4,] 4.644156e-06 4.804800e-06 4.580645e-06 4.030667e-06 3.284971e-06
 [5,] 7.846551e-06 8.074052e-06 7.671067e-06 6.745167e-06 5.514608e-06
 [6,] 1.173095e-05 1.205291e-05 1.146855e-05 1.013955e-05 8.380400e-06
 [7,] 1.564481e-05 1.614304e-05 1.549332e-05 1.389363e-05 1.173159e-05
 [8,] 1.883034e-05 1.967139e-05 1.922772e-05 1.768938e-05 1.546062e-05
 [9,] 2.078329e-05 2.221196e-05 2.237677e-05 2.140335e-05 1.963626e-05
[10,] 2.146181e-05 2.375174e-05 2.498233e-05 2.516909e-05 2.452026e-05
[11,] 2.121545e-05 2.460527e-05 2.732393e-05 2.925591e-05 3.040717e-05
[12,] 2.053253e-05 2.517268e-05 2.967967e-05 3.380452e-05 3.729765e-05
[13,] 1.978401e-05 2.568395e-05 3.205421e-05 3.851365e-05 4.452348e-05
[14,] 1.906379e-05 2.602380e-05 3.399329e-05 4.246171e-05 5.060811e-05
[15,] 1.816671e-05 2.573146e-05 3.465311e-05 4.431224e-05 5.367524e-05
[16,] 1.673854e-05 2.425054e-05 3.321630e-05 4.296217e-05 5.237068e-05
[17,] 1.455102e-05 2.133131e-05 2.945187e-05 3.826798e-05 4.672846e-05
[18,] 1.171914e-05 1.729108e-05 2.398674e-05 3.127304e-05 3.828378e-05
[19,] 8.679855e-06 1.289890e-05 1.802887e-05 2.369810e-05 2.927757e-05
[20,] 5.947869e-06 8.965859e-06 1.274004e-05 1.706270e-05 2.152711e-05
[21,] 3.851256e-06 5.963762e-06 8.730447e-06 1.207197e-05 1.574897e-05
[22,] 2.434343e-06 3.924186e-06 5.983262e-06 8.609446e-06 1.166904e-05
[23,] 1.544663e-06 2.604090e-06 4.135397e-06 6.168374e-06 8.628092e-06
[24,] 9.850570e-07 1.722151e-06 2.816852e-06 4.302419e-06 6.135795e-06
[25,] 6.134564e-07 1.095594e-06 1.819932e-06 2.811553e-06 4.046858e-06
[26,] 3.588682e-07 6.461980e-07 1.078777e-06 1.672560e-06 2.417761e-06
[27,] 1.911812e-07 3.443478e-07 5.747275e-07 8.922605e-07 1.297259e-06
[28,] 9.104885e-08 1.635786e-07 2.730380e-07 4.264703e-07 6.308277e-07
[29,] 3.847176e-08 6.914016e-08 1.163819e-07 1.860573e-07 2.885109e-07
[30,] 1.447346e-08 2.635065e-08 4.582199e-08 7.803088e-08 1.339654e-07
[31,] 4.955679e-09 9.440098e-09 1.783310e-08 3.441504e-08 6.884082e-08
[32,] 1.655489e-09 3.488361e-09 7.597420e-09 1.718645e-08 3.953866e-08
[33,] 7.343122e-10 1.662993e-09 3.969685e-09 9.758224e-09 2.378468e-08
[34,] 1.109713e-09 1.973973e-09 3.669035e-09 7.345083e-09 1.563360e-08
[35,] 4.130697e-09 6.281245e-09 9.037219e-09 1.267813e-08 1.815517e-08
[36,] 1.603322e-08 2.354466e-08 3.187076e-08 3.995914e-08 4.689032e-08
[37,] 5.529624e-08 7.998999e-08 1.062948e-07 1.298320e-07 1.459581e-07
[38,] 1.666657e-07 2.380687e-07 3.122597e-07 3.761130e-07 4.160833e-07
[39,] 4.382292e-07 6.182969e-07 8.009943e-07 9.528017e-07 1.040702e-06
[40,] 1.005016e-06 1.400630e-06 1.792287e-06 2.105849e-06 2.271878e-06
[41,] 2.010257e-06 2.767311e-06 3.497826e-06 4.059505e-06 4.325987e-06
[42,] 3.506999e-06 4.768681e-06 5.953809e-06 6.825370e-06 7.184478e-06
[43,] 5.336110e-06 7.167107e-06 8.838873e-06 1.000886e-05 1.040666e-05
[44,] 7.081402e-06 9.394955e-06 1.144469e-05 1.280114e-05 1.314718e-05
[45,] 8.196321e-06 1.074115e-05 1.292459e-05 1.427967e-05 1.448638e-05
[46,] 8.274160e-06 1.071056e-05 1.273018e-05 1.389290e-05 1.392171e-05
[47,] 7.285077e-06 9.314914e-06 1.093598e-05 1.178889e-05 1.166892e-05
[48,] 5.594351e-06 7.065628e-06 8.193817e-06 8.724855e-06 8.530509e-06
[49,] 3.746885e-06 4.674422e-06 5.354513e-06 5.631823e-06 5.439072e-06
[50,] 2.188751e-06 2.697183e-06 3.051821e-06 3.170628e-06 3.024688e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.624825e-07 1.880351e-07 1.304675e-07 9.550969e-08 8.433917e-08
 [2,] 6.281441e-07 4.499837e-07 3.163627e-07 2.404412e-07 2.246742e-07
 [3,] 1.328432e-06 9.560662e-07 6.853304e-07 5.432549e-07 5.347696e-07
 [4,] 2.500965e-06 1.819539e-06 1.338779e-06 1.108913e-06 1.139899e-06
 [5,] 4.237031e-06 3.141308e-06 2.388178e-06 2.062988e-06 2.185894e-06
 [6,] 6.559123e-06 5.004818e-06 3.954457e-06 3.541210e-06 3.804071e-06
 [7,] 9.466365e-06 7.518086e-06 6.201424e-06 5.705729e-06 6.099417e-06
 [8,] 1.303932e-05 1.089867e-05 9.409992e-06 8.812828e-06 9.212685e-06
 [9,] 1.753218e-05 1.554559e-05 1.404868e-05 1.329887e-05 1.343849e-05
[10,] 2.335248e-05 2.199391e-05 2.072089e-05 1.974680e-05 1.924464e-05
[11,] 3.084520e-05 3.063850e-05 2.984458e-05 2.855896e-05 2.698685e-05
[12,] 3.987537e-05 4.122193e-05 4.107091e-05 3.935259e-05 3.633030e-05
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[23,] 6.636074e-06 3.996448e-06 2.276479e-06 1.219856e-06 6.117992e-07
[24,] 3.901280e-06 2.292777e-06 1.276786e-06 6.702136e-07 3.299309e-07
[25,] 2.041119e-06 1.168390e-06 6.346790e-07 3.256222e-07 1.569999e-07
[26,] 9.485950e-07 5.282079e-07 2.793949e-07 1.398223e-07 6.589646e-08
[27,] 3.909956e-07 2.116387e-07 1.088674e-07 5.305463e-08 2.439517e-08
[28,] 1.427424e-07 7.509386e-08 3.753617e-08 1.778970e-08 7.967651e-09
[29,] 4.611801e-08 2.358570e-08 1.145166e-08 5.272952e-09 2.297080e-09
[30,] 1.326031e-08 6.588639e-09 3.104014e-09 1.386426e-09 5.863147e-10
[31,] 3.699783e-09 1.760631e-09 7.934235e-10 3.390771e-10 1.374440e-10
[32,] 1.909250e-09 8.125887e-10 3.242689e-10 1.219483e-10 4.344939e-11
[33,] 3.232014e-09 1.274577e-09 4.628963e-10 1.550143e-10 4.795535e-11
[34,] 7.131345e-09 2.756246e-09 9.783964e-10 3.190074e-10 9.555127e-11
[35,] 1.434130e-08 5.468609e-09 1.914874e-09 6.157143e-10 1.818014e-10
[36,] 2.540711e-08 9.561190e-09 3.304078e-09 1.048499e-09 3.055373e-10
[37,] 3.962944e-08 1.471437e-08 5.017224e-09 1.571014e-09 4.517407e-10
[38,] 5.455391e-08 1.997889e-08 6.719517e-09 2.075491e-09 5.887297e-10
[39,] 6.648344e-08 2.400489e-08 7.960492e-09 2.424518e-09 6.781872e-10
[40,] 7.197651e-08 2.560929e-08 8.369591e-09 2.512449e-09 6.927323e-10
[41,] 6.948217e-08 2.434632e-08 7.837189e-09 2.317565e-09 6.295496e-10
[42,] 6.003346e-08 2.070048e-08 6.558930e-09 1.909481e-09 5.107371e-10
[43,] 4.659217e-08 1.579505e-08 4.921983e-09 1.409658e-09 3.710172e-10
[44,] 3.258932e-08 1.084898e-08 3.321420e-09 9.349636e-10 2.419516e-10
[45,] 2.060725e-08 6.726353e-09 2.020474e-09 5.583661e-10 1.419288e-10
[46,] 1.181549e-08 3.774258e-09 1.110475e-09 3.008307e-10 7.501126e-11
[47,] 6.161664e-09 1.921874e-09 5.527246e-10 1.465065e-10 3.577567e-11
[48,] 2.931337e-09 8.906495e-10 2.498002e-10 6.464303e-11 1.542742e-11
[49,] 1.275329e-09 3.766656e-10 1.027933e-10 2.591061e-11 6.029850e-12
[50,] 5.079658e-10 1.456346e-10 3.860505e-11 9.459624e-12 2.142011e-12

> 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  
  5.428e+00   -1.233e-07  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7x4vf1228228178.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] 30080424 30742763 31405102 32067441 32729780 33392118 34054457 34716796
 [9] 35379135 36041474 36703812 37366151 38028490 38690829 39353168 40015506
[17] 40677845 41340184 42002523 42664862 43327200 43989539 44651878 45314217
[25] 45976556 46638895 47301233 47963572 48625911 49288250 49950589 50612927
[33] 51275266 51937605 52599944 53262283 53924621 54586960 55249299 55911638
[41] 56573977 57236315 57898654 58560993 59223332 59885671 60548009 61210348
[49] 61872687 62535026

$yords
 [1] 3.616627 3.671458 3.726290 3.781121 3.835953 3.890784 3.945616 4.000448
 [9] 4.055279 4.110111 4.164942 4.219774 4.274605 4.329437 4.384269 4.439100
[17] 4.493932 4.548763 4.603595 4.658426 4.713258 4.768090 4.822921 4.877753
[25] 4.932584 4.987416 5.042247 5.097079 5.151910 5.206742 5.261574 5.316405
[33] 5.371237 5.426068 5.480900 5.535731 5.590563 5.645395 5.700226 5.755058
[41] 5.809889 5.864721 5.919552 5.974384 6.029216 6.084047 6.138879 6.193710
[49] 6.248542 6.303373

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.448367e-08 2.091883e-08 2.795493e-08 3.461101e-08 3.976631e-08
 [2,] 2.569636e-08 3.738050e-08 5.032503e-08 6.278935e-08 7.272629e-08
 [3,] 4.298264e-08 6.298095e-08 8.542870e-08 1.074248e-07 1.254562e-07
 [4,] 6.778963e-08 1.000590e-07 1.367581e-07 1.733473e-07 2.041642e-07
 [5,] 1.008121e-07 1.499085e-07 2.064827e-07 2.638714e-07 3.135047e-07
 [6,] 1.413797e-07 2.118255e-07 2.940850e-07 3.789922e-07 4.543769e-07
 [7,] 1.870063e-07 2.823596e-07 3.952185e-07 5.137847e-07 6.218541e-07
 [8,] 2.333615e-07 3.551717e-07 5.013649e-07 6.577647e-07 8.041678e-07
 [9,] 2.748377e-07 4.217951e-07 6.007527e-07 7.958687e-07 9.835995e-07
[10,] 3.056799e-07 4.732933e-07 6.805898e-07 9.112081e-07 1.139582e-06
[11,] 3.213880e-07 5.024095e-07 7.300961e-07 9.890100e-07 1.253405e-06
[12,] 3.199259e-07 5.055038e-07 7.433612e-07 1.020497e-06 1.313075e-06
[13,] 3.022863e-07 4.835590e-07 7.209675e-07 1.005278e-06 1.316535e-06
[14,] 2.721844e-07 4.418493e-07 6.697248e-07 9.512807e-07 1.271949e-06
[15,] 2.349910e-07 3.883862e-07 6.005909e-07 8.722026e-07 1.194864e-06
[16,] 1.963038e-07 3.317218e-07 5.255599e-07 7.834501e-07 1.103324e-06
[17,] 1.606566e-07 2.788946e-07 4.546445e-07 6.980497e-07 1.012765e-06
[18,] 1.307524e-07 2.341513e-07 3.939229e-07 6.239016e-07 9.324630e-07
[19,] 1.073550e-07 1.987059e-07 3.450900e-07 5.630551e-07 8.644948e-07
[20,] 8.972071e-08 1.713806e-07 3.063448e-07 5.128539e-07 8.051116e-07
[21,] 7.629885e-08 1.497162e-07 2.740273e-07 4.681808e-07 7.476048e-07
[22,] 6.542020e-08 1.310944e-07 2.443165e-07 4.238472e-07 6.854291e-07
[23,] 5.577982e-08 1.135398e-07 2.144693e-07 3.763673e-07 6.145593e-07
[24,] 4.664582e-08 9.607233e-08 1.833685e-07 3.247490e-07 5.345494e-07
[25,] 3.783007e-08 7.865238e-08 1.514252e-07 2.703335e-07 4.482900e-07
[26,] 2.951337e-08 6.186719e-08 1.200552e-07 2.159802e-07 3.608344e-07
[27,] 2.202699e-08 4.653394e-08 9.100492e-08 1.650029e-07 2.778419e-07
[28,] 1.566930e-08 3.336084e-08 6.576532e-08 1.202246e-07 2.041583e-07
[29,] 1.059836e-08 2.274593e-08 4.521643e-08 8.338519e-08 1.428939e-07
[30,] 6.804571e-09 1.472654e-08 2.953436e-08 5.497433e-08 9.512995e-08
[31,] 4.142229e-09 9.043751e-09 1.830718e-08 3.441392e-08 6.017132e-08
[32,] 2.388808e-09 5.263765e-09 1.076031e-08 2.043838e-08 3.612802e-08
[33,] 1.304316e-09 2.901911e-09 5.993346e-09 1.150837e-08 2.057682e-08
[34,] 6.739857e-10 1.514672e-09 3.161936e-09 6.140757e-09 1.111133e-08
[35,] 3.294949e-10 7.482713e-10 1.579532e-09 3.103975e-09 5.686734e-09
[36,] 1.523640e-10 3.497911e-10 7.469615e-10 1.485994e-09 2.758226e-09
[37,] 6.663359e-11 1.547078e-10 3.343655e-10 6.737884e-10 1.268216e-09
[38,] 2.755846e-11 6.473797e-11 1.416876e-10 2.894569e-10 5.533075e-10
[39,] 1.077907e-11 2.563334e-11 5.685772e-11 1.179242e-10 2.295626e-10
[40,] 3.987873e-12 9.607597e-12 2.162623e-11 4.565278e-11 9.097916e-11
[41,] 1.396039e-12 3.411557e-12 7.811354e-12 1.686443e-11 3.473808e-11
[42,] 4.627999e-13 1.149673e-12 2.689514e-12 5.991784e-12 1.297368e-11
[43,] 1.455182e-13 3.689620e-13 8.891746e-13 2.076698e-12 4.852276e-12
[44,] 4.353431e-14 1.135191e-13 2.860182e-13 7.181817e-13 1.871465e-12
[45,] 1.246718e-14 3.389495e-14 9.146172e-14 2.551939e-13 7.621699e-13
[46,] 3.456235e-15 1.002360e-14 2.993342e-14 9.560120e-14 3.288345e-13
[47,] 9.454511e-16 3.021042e-15 1.030691e-14 3.801346e-14 1.473848e-13
[48,] 2.624115e-16 9.554363e-16 3.772592e-15 1.576906e-14 6.663146e-14
[49,] 7.618086e-17 3.215374e-16 1.446795e-15 6.626585e-15 2.960916e-14
[50,] 2.354379e-17 1.138562e-16 5.646713e-16 2.745529e-15 1.270931e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.249320e-08 4.237399e-08 3.967349e-08 3.531198e-08 3.068189e-08
 [2,] 7.837650e-08 7.885486e-08 7.448836e-08 6.678637e-08 5.810821e-08
 [3,] 1.363945e-07 1.385169e-07 1.321260e-07 1.195368e-07 1.045150e-07
 [4,] 2.239928e-07 2.297326e-07 2.214653e-07 2.024977e-07 1.784784e-07
 [5,] 3.472278e-07 3.598615e-07 3.509207e-07 3.247808e-07 2.893784e-07
 [6,] 5.082842e-07 5.326637e-07 5.259555e-07 4.934743e-07 4.456226e-07
 [7,] 7.030004e-07 7.455567e-07 7.462554e-07 7.109320e-07 6.522245e-07
 [8,] 9.194313e-07 9.877726e-07 1.003552e-06 9.723822e-07 9.083498e-07
 [9,] 1.138475e-06 1.240547e-06 1.281248e-06 1.264940e-06 1.205757e-06
[10,] 1.337031e-06 1.479980e-06 1.556627e-06 1.568890e-06 1.529021e-06
[11,] 1.493159e-06 1.682187e-06 1.805491e-06 1.861350e-06 1.857909e-06
[12,] 1.591676e-06 1.829242e-06 2.007934e-06 2.121373e-06 2.171413e-06
[13,] 1.628159e-06 1.913750e-06 2.153195e-06 2.334724e-06 2.452093e-06
[14,] 1.609712e-06 1.940214e-06 2.241642e-06 2.496428e-06 2.689082e-06
[15,] 1.552128e-06 1.922543e-06 2.282998e-06 2.610030e-06 2.878539e-06
[16,] 1.474504e-06 1.878655e-06 2.291521e-06 2.683904e-06 3.021501e-06
[17,] 1.393375e-06 1.824313e-06 2.280114e-06 2.726237e-06 3.120230e-06
[18,] 1.318486e-06 1.768498e-06 2.255696e-06 2.740836e-06 3.174841e-06
[19,] 1.251446e-06 1.711816e-06 2.217483e-06 2.725416e-06 3.181741e-06
[20,] 1.187261e-06 1.648083e-06 2.158466e-06 2.672820e-06 3.134450e-06
[21,] 1.117727e-06 1.568036e-06 2.069132e-06 2.574384e-06 3.026294e-06
[22,] 1.035218e-06 1.463562e-06 1.941796e-06 2.423970e-06 2.853744e-06
[23,] 9.355784e-07 1.330989e-06 1.774031e-06 2.221189e-06 2.619109e-06
[24,] 8.194443e-07 1.172592e-06 1.570232e-06 1.972876e-06 2.331741e-06
[25,] 6.919031e-07 9.961712e-07 1.341135e-06 1.692557e-06 2.007472e-06
[26,] 5.609384e-07 8.131472e-07 1.101680e-06 1.398259e-06 1.666536e-06
[27,] 4.353221e-07 6.359377e-07 8.680075e-07 1.109349e-06 1.330522e-06
[28,] 3.226393e-07 4.754162e-07 6.544462e-07 8.432514e-07 1.019090e-06
[29,] 2.279487e-07 3.391029e-07 4.712530e-07 6.128495e-07 7.472040e-07
[30,] 1.532958e-07 2.304157e-07 3.235501e-07 4.250957e-07 5.234804e-07
[31,] 9.801216e-08 1.489565e-07 2.115140e-07 2.810170e-07 3.499442e-07
[32,] 5.952107e-08 9.152267e-08 1.315181e-07 1.768729e-07 2.230727e-07
[33,] 3.430680e-08 5.340619e-08 7.773038e-08 1.059558e-07 1.356626e-07
[34,] 1.875793e-08 2.958471e-08 4.366305e-08 6.045496e-08 7.890794e-08
[35,] 9.727153e-09 1.555941e-08 2.333056e-08 3.293704e-08 4.415663e-08
[36,] 4.784904e-09 7.776272e-09 1.188816e-08 1.723316e-08 2.404794e-08
[37,] 2.234928e-09 3.702201e-09 5.808333e-09 8.754847e-09 1.299398e-08
[38,] 9.934930e-10 1.687699e-09 2.749576e-09 4.399529e-09 7.154004e-09
[39,] 4.223484e-10 7.439512e-10 1.283777e-09 2.245109e-09 4.120383e-09
[40,] 1.732912e-10 3.225318e-10 6.066092e-10 1.195556e-09 2.512153e-09
[41,] 6.973598e-11 1.410263e-10 2.983259e-10 6.738798e-10 1.603518e-09
[42,] 2.820423e-11 6.399780e-11 1.552645e-10 3.985909e-10 1.043652e-09
[43,] 1.180259e-11 3.072234e-11 8.500697e-11 2.411675e-10 6.738694e-10
[44,] 5.221010e-12 1.555310e-11 4.777658e-11 1.451477e-10 4.229500e-10
[45,] 2.441385e-12 8.113328e-12 2.679052e-11 8.506337e-11 2.548231e-10
[46,] 1.181052e-12 4.236729e-12 1.465685e-11 4.789824e-11 1.463559e-10
[47,] 5.740261e-13 2.163286e-12 7.712849e-12 2.572221e-11 7.984814e-11
[48,] 2.734752e-13 1.063771e-12 3.872805e-12 1.312338e-11 4.131326e-11
[49,] 1.256505e-13 4.994369e-13 1.847859e-12 6.349632e-12 2.025881e-11
[50,] 5.515821e-14 2.228683e-13 8.361476e-13 2.911437e-12 9.414653e-12
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.740612e-08 2.710749e-08 3.117582e-08 4.046313e-08 5.488639e-08
 [2,] 5.120996e-08 4.882344e-08 5.327670e-08 6.604643e-08 8.717719e-08
 [3,] 9.148309e-08 8.479357e-08 8.813888e-08 1.039378e-07 1.325488e-07
 [4,] 1.560955e-07 1.418966e-07 1.414172e-07 1.584018e-07 1.938245e-07
 [5,] 2.542160e-07 2.285619e-07 2.202379e-07 2.347182e-07 2.740285e-07
 [6,] 3.950288e-07 3.539803e-07 3.328498e-07 3.391821e-07 3.766145e-07
 [7,] 5.857333e-07 5.266102e-07 4.876828e-07 4.787258e-07 5.056272e-07
 [8,] 8.291952e-07 7.521105e-07 6.917405e-07 6.599382e-07 6.654710e-07
 [9,] 1.121957e-06 1.031154e-06 9.485187e-07 8.874204e-07 8.600079e-07
[10,] 1.453445e-06 1.357832e-06 1.255974e-06 1.161759e-06 1.090979e-06
[11,] 1.806953e-06 1.719373e-06 1.605276e-06 1.477745e-06 1.356166e-06
[12,] 2.162368e-06 2.097516e-06 1.980972e-06 1.823604e-06 1.648040e-06
[13,] 2.499812e-06 2.471265e-06 2.362758e-06 2.181773e-06 1.953621e-06
[14,] 2.802894e-06 2.820118e-06 2.728380e-06 2.531154e-06 2.255840e-06
[15,] 3.060340e-06 3.126640e-06 3.056712e-06 2.850174e-06 2.536040e-06
[16,] 3.265544e-06 3.377585e-06 3.330043e-06 3.119634e-06 2.776732e-06
[17,] 3.414560e-06 3.563514e-06 3.535053e-06 3.324545e-06 2.963714e-06
[18,] 3.503796e-06 3.677637e-06 3.662663e-06 3.454726e-06 3.087028e-06
[19,] 3.528718e-06 3.714846e-06 3.707434e-06 3.504525e-06 3.140913e-06
[20,] 3.484215e-06 3.671660e-06 3.667194e-06 3.472276e-06 3.123236e-06
[21,] 3.366412e-06 3.547122e-06 3.543179e-06 3.359961e-06 3.034990e-06
[22,] 3.175047e-06 3.344164e-06 3.340527e-06 3.173171e-06 2.880118e-06
[23,] 2.915410e-06 3.070717e-06 3.068728e-06 2.921207e-06 2.665665e-06
[24,] 2.599140e-06 2.740080e-06 2.741660e-06 2.617032e-06 2.401987e-06
[25,] 2.243634e-06 2.370316e-06 2.377033e-06 2.276893e-06 2.102752e-06
[26,] 1.870217e-06 1.982726e-06 1.995184e-06 1.919453e-06 1.784442e-06
[27,] 1.501434e-06 1.599609e-06 1.617300e-06 1.564378e-06 1.465190e-06
[28,] 1.158015e-06 1.241631e-06 1.263207e-06 1.230422e-06 1.162971e-06
[29,] 8.561501e-07 9.253011e-07 9.490916e-07 9.332989e-07 8.933974e-07
[30,] 6.056772e-07 6.611123e-07 6.856478e-07 6.837869e-07 6.676392e-07
[31,] 4.095786e-07 4.528091e-07 4.771590e-07 4.866195e-07 4.910338e-07
[32,] 2.648070e-07 2.979417e-07 3.217718e-07 3.404877e-07 3.627999e-07
[33,] 1.640743e-07 1.894674e-07 2.128569e-07 2.391575e-07 2.769270e-07
[34,] 9.801318e-08 1.178724e-07 1.410138e-07 1.733448e-07 2.239593e-07
[35,] 5.712538e-08 7.321579e-08 9.614234e-08 1.328050e-07 1.931639e-07
[36,] 3.313675e-08 4.665230e-08 6.909486e-08 1.081265e-07 1.745450e-07
[37,] 1.965182e-08 3.125132e-08 5.265606e-08 9.189970e-08 1.602950e-07
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[49,] 4.010679e-09 1.938546e-09 8.678130e-10 3.590869e-10 1.371604e-10
[50,] 2.087007e-09 1.009041e-09 4.525387e-10 1.877696e-10 7.195693e-11

> 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  
  4.881e+00    6.951e-09  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1xprf1228228178.ps tmp/1xprf1228228178.png")
> system("convert tmp/21py71228228178.ps tmp/21py71228228178.png")
> system("convert tmp/3dclt1228228178.ps tmp/3dclt1228228178.png")
> system("convert tmp/4mlmm1228228178.ps tmp/4mlmm1228228178.png")
> system("convert tmp/529ko1228228178.ps tmp/529ko1228228178.png")
> system("convert tmp/6asbt1228228178.ps tmp/6asbt1228228178.png")
> system("convert tmp/7x4vf1228228178.ps tmp/7x4vf1228228178.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.966   1.277   2.257