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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> z <- c(98.6,98,106.8,96.7,100.2,107.7,92,98.4,107.4,117.7,105.7,97.5,99.9,98.2,104.5,100.8,101.5,103.9,99.6,98.4,112.7,118.4,108.1,105.4,114.6,106.9,115.9,109.8,101.8,114.2,110.8,108.4,127.5,128.6,116.6,127.4,105,108.3,125,111.6,106.5,130.3,115,116.1,134,126.5,125.8,136.4,114.9,110.9,125.5,116.8,116.8,125.5,104.2,115.1,132.8,123.3,124.8,122,117.4,117.9,137.4,114.6,124.7,129.6,109.4,120.9,134.9,136.3,133.2,127.2)
> y <- c(15.1,14.8,16.1,14.3,15.2,14.9,13.1,12.6,13.6,14.4,14,12.9,13.4,13.5,14.8,14.3,14.3,14,13.2,12.2,14.3,15.7,14.2,14.6,14.5,14.3,15.3,14.4,13.7,14.2,13.5,11.9,14.6,15.6,14.1,14.9,14.2,14.6,17.2,15.4,14.3,17.5,14.5,14.4,16.6,16.7,16.6,16.9,15.7,16.4,18.4,16.9,16.5,18.3,15.1,15.7,18.1,16.8,18.9,19,18.1,17.8,21.5,17.1,18.7,19,16.4,16.9,18.6,19.3,19.4,17.6)
> x <- c(15,14.9,16.8,14.3,15.5,15.6,14.6,12.5,14.8,15.9,14.8,12.9,14.3,14.2,15.9,15.3,15.5,15.1,15,12.1,15.8,16.9,15.1,13.7,14.8,14.7,16,15.4,15,15.5,15.1,11.7,16.3,16.7,15,14.9,14.6,15.3,17.9,16.4,15.4,17.9,15.9,13.9,17.8,17.9,17.4,16.7,16,16.6,19.1,17.8,17.2,18.6,16.3,15.1,19.2,17.7,19.1,18,17.5,17.8,21.1,17.2,19.4,19.8,17.6,16.2,19.5,19.9,20,17.3)
> par7 = 'Niet-duurzame consumptiegoederen'
> par6 = 'Invoer in miljarden euro'
> par5 = 'Uitvoer in miljarden euro'
> 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/1f04y1226253494.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/2tncw1226253494.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/3zfcu1226253494.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/4kj571226253494.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/5o0sn1226253494.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,y)
> (r<-lm(y ~ x))

Call:
lm(formula = y ~ x)

Coefficients:
(Intercept)            x  
    -0.1888       0.9748  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ziod1226253495.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] 10.94393 11.17887 11.41381 11.64876 11.88370 12.11864 12.35358 12.58852
 [9] 12.82346 13.05840 13.29335 13.52829 13.76323 13.99817 14.23311 14.46805
[17] 14.70300 14.93794 15.17288 15.40782 15.64276 15.87770 16.11265 16.34759
[25] 16.58253 16.81747 17.05241 17.28735 17.52230 17.75724 17.99218 18.22712
[33] 18.46206 18.69700 18.93195 19.16689 19.40183 19.63677 19.87171 20.10665
[41] 20.34160 20.57654 20.81148 21.04642 21.28136 21.51630 21.75124 21.98619
[49] 22.22113 22.45607

$yords
 [1]  83.63470  84.90267  86.17064  87.43861  88.70658  89.97455  91.24253
 [8]  92.51050  93.77847  95.04644  96.31441  97.58238  98.85036 100.11833
[15] 101.38630 102.65427 103.92224 105.19021 106.45818 107.72616 108.99413
[22] 110.26210 111.53007 112.79804 114.06601 115.33399 116.60196 117.86993
[29] 119.13790 120.40587 121.67384 122.94182 124.20979 125.47776 126.74573
[36] 128.01370 129.28167 130.54964 131.81762 133.08559 134.35356 135.62153
[43] 136.88950 138.15747 139.42545 140.69342 141.96139 143.22936 144.49733
[50] 145.76530

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.149380e-02 1.698031e-02 2.303880e-02 2.835378e-02 3.136452e-02
 [2,] 1.580218e-02 2.402720e-02 3.462168e-02 4.640964e-02 5.706275e-02
 [3,] 2.194400e-02 3.229071e-02 4.679154e-02 6.504462e-02 8.514444e-02
 [4,] 3.271407e-02 4.475417e-02 6.221730e-02 8.565901e-02 1.140223e-01
 [5,] 4.973365e-02 6.475920e-02 8.512480e-02 1.128587e-01 1.481152e-01
 [6,] 6.754620e-02 9.008599e-02 1.165230e-01 1.496599e-01 1.917682e-01
 [7,] 7.368516e-02 1.071963e-01 1.455954e-01 1.894856e-01 2.414698e-01
 [8,] 6.263146e-02 1.018989e-01 1.518753e-01 2.108499e-01 2.784874e-01
 [9,] 4.428705e-02 7.887285e-02 1.292480e-01 1.957712e-01 2.772037e-01
[10,] 3.103509e-02 5.669363e-02 9.732156e-02 1.567546e-01 2.371555e-01
[11,] 2.483152e-02 4.498748e-02 7.665235e-02 1.238835e-01 1.909580e-01
[12,] 2.094074e-02 3.933198e-02 6.789062e-02 1.091092e-01 1.656762e-01
[13,] 1.593198e-02 3.268578e-02 6.042028e-02 1.015400e-01 1.570595e-01
[14,] 9.893881e-03 2.291167e-02 4.722502e-02 8.709114e-02 1.447740e-01
[15,] 4.732211e-03 1.262284e-02 2.975078e-02 6.213583e-02 1.154705e-01
[16,] 1.682692e-03 5.235049e-03 1.433085e-02 3.457275e-02 7.366316e-02
[17,] 4.356788e-04 1.592895e-03 5.112752e-03 1.441914e-02 3.577169e-02
[18,] 8.120569e-05 3.505803e-04 1.327148e-03 4.407623e-03 1.285061e-02
[19,] 1.083613e-05 5.542876e-05 2.484810e-04 9.765748e-04 3.366328e-03
[20,] 1.034385e-06 6.286243e-06 3.347899e-05 1.562995e-04 6.398721e-04
[21,] 7.119296e-08 5.147757e-07 3.263902e-06 1.815077e-05 8.855371e-05
[22,] 3.704632e-09 3.164118e-08 2.376921e-07 1.570141e-06 9.119525e-06
[23,] 1.838163e-10 1.767801e-09 1.511546e-08 1.147886e-07 7.733277e-07
[24,] 1.405011e-11 1.426283e-10 1.290749e-09 1.043811e-08 7.558274e-08
[25,] 1.495099e-12 1.675941e-11 1.657952e-10 1.449907e-09 1.123430e-08
[26,] 1.463358e-13 1.877319e-12 2.119653e-11 2.106978e-10 1.844812e-09
[27,] 1.171730e-14 1.728472e-13 2.243387e-12 2.562344e-11 2.575983e-10
[28,] 7.539649e-16 1.282915e-14 1.918210e-13 2.521422e-12 2.914939e-11
[29,] 3.797016e-17 7.510789e-16 1.302744e-14 1.982409e-13 2.648048e-12
[30,] 1.442015e-18 3.344886e-17 6.790420e-16 1.206949e-14 1.879103e-13
[31,] 4.000941e-20 1.095287e-18 2.620923e-17 5.483344e-16 1.003278e-14
[32,] 7.947639e-22 2.577459e-20 7.301428e-19 1.806927e-17 3.907103e-16
[33,] 1.119317e-23 4.307505e-22 1.447561e-20 4.248229e-19 1.088845e-17
[34,] 1.120940e-25 5.114385e-24 2.038180e-22 7.094242e-21 2.156596e-19
[35,] 8.327798e-28 4.464608e-26 2.094492e-24 8.595213e-23 3.084479e-21
[36,] 5.519460e-30 3.363387e-28 1.803036e-26 8.497456e-25 3.518250e-23
[37,] 4.609481e-32 3.089832e-30 1.822792e-28 9.468837e-27 4.333079e-25
[38,] 4.637637e-34 3.540400e-32 2.365606e-30 1.384127e-28 7.095596e-27
[39,] 3.980898e-36 3.574918e-34 2.803794e-32 1.920759e-30 1.149498e-28
[40,] 2.497709e-38 2.662239e-36 2.477110e-34 2.012086e-32 1.426800e-30
[41,] 1.105425e-40 1.400980e-38 1.549849e-36 1.496592e-34 1.261469e-32
[42,] 3.427487e-43 5.166788e-41 6.798503e-39 7.808258e-37 7.827869e-35
[43,] 7.435859e-46 1.333353e-43 2.086918e-41 2.851100e-39 3.399899e-37
[44,] 1.128482e-48 2.407035e-46 4.481428e-44 7.282773e-42 1.033055e-39
[45,] 1.197974e-51 3.039555e-49 6.731610e-47 1.301290e-44 2.195712e-42
[46,] 8.895832e-55 2.684876e-52 7.073070e-50 1.626440e-47 3.264482e-45
[47,] 4.620734e-58 1.658913e-55 5.198552e-53 1.421960e-50 3.394992e-48
[48,] 1.678884e-61 7.169822e-59 2.672651e-56 8.696055e-54 2.469725e-51
[49,] 4.266934e-65 2.167597e-62 9.611417e-60 3.719996e-57 1.256735e-54
[50,] 7.585713e-69 4.583889e-66 2.417786e-63 1.113135e-60 4.473262e-58
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.101929e-02 2.748492e-02 2.232058e-02 1.798261e-02 1.695537e-02
 [2,] 6.363789e-02 6.385284e-02 5.747965e-02 4.690853e-02 3.643672e-02
 [3,] 1.034567e-01 1.152640e-01 1.165608e-01 1.062978e-01 8.760947e-02
 [4,] 1.442596e-01 1.712613e-01 1.885898e-01 1.905505e-01 1.751044e-01
 [5,] 1.884301e-01 2.289228e-01 2.629453e-01 2.830567e-01 2.828995e-01
 [6,] 2.420132e-01 2.954749e-01 3.444472e-01 3.806846e-01 3.970599e-01
 [7,] 3.034443e-01 3.727457e-01 4.407583e-01 4.957360e-01 5.276385e-01
 [8,] 3.564506e-01 4.453109e-01 5.394857e-01 6.253197e-01 6.856538e-01
 [9,] 3.727586e-01 4.829013e-01 6.060813e-01 7.327555e-01 8.429542e-01
[10,] 3.389776e-01 4.622378e-01 6.069074e-01 7.693993e-01 9.359488e-01
[11,] 2.816768e-01 3.989461e-01 5.449634e-01 7.206210e-01 9.215252e-01
[12,] 2.410490e-01 3.397535e-01 4.670484e-01 6.280375e-01 8.257645e-01
[13,] 2.272090e-01 3.132310e-01 4.191382e-01 5.518789e-01 7.194495e-01
[14,] 2.192722e-01 3.072123e-01 4.061738e-01 5.184127e-01 6.519194e-01
[15,] 1.920891e-01 2.886404e-01 3.970821e-01 5.097915e-01 6.259073e-01
[16,] 1.390564e-01 2.336760e-01 3.521249e-01 4.812567e-01 6.069161e-01
[17,] 7.819105e-02 1.509465e-01 2.582937e-01 3.940169e-01 5.407664e-01
[18,] 3.291938e-02 7.418453e-02 1.473267e-01 2.585496e-01 4.027120e-01
[19,] 1.018295e-02 2.704903e-02 6.315343e-02 1.297770e-01 2.352074e-01
[20,] 2.297984e-03 7.242999e-03 2.004742e-02 4.876402e-02 1.043538e-01
[21,] 3.791432e-04 1.425064e-03 4.704119e-03 1.364435e-02 3.479681e-02
[22,] 4.656930e-05 2.090924e-04 8.255409e-04 2.866734e-03 8.758209e-03
[23,] 4.616400e-06 2.439084e-05 1.139436e-04 4.702348e-04 1.713176e-03
[24,] 4.907239e-07 2.858108e-06 1.492617e-05 6.980344e-05 2.917612e-04
[25,] 7.734643e-08 4.747952e-07 2.608346e-06 1.287060e-05 5.721580e-05
[26,] 1.424011e-08 9.703181e-08 5.847603e-07 3.124857e-06 1.485666e-05
[27,] 2.279914e-09 1.777075e-08 1.220466e-07 7.391351e-07 3.952054e-06
[28,] 2.964946e-10 2.654395e-09 2.092344e-08 1.452759e-07 8.889205e-07
[29,] 3.106704e-11 3.203017e-10 2.903672e-09 2.315841e-08 1.625887e-07
[30,] 2.563852e-12 3.067234e-11 3.219298e-10 2.966216e-09 2.400804e-08
[31,] 1.605902e-13 2.249555e-12 2.758881e-11 2.963681e-10 2.790112e-09
[32,] 7.382890e-15 1.219396e-13 1.760822e-12 2.223627e-11 2.456570e-10
[33,] 2.437508e-16 4.766413e-15 8.142462e-14 1.215355e-12 1.585301e-11
[34,] 5.725649e-18 1.327627e-16 2.688647e-15 4.755734e-14 7.347796e-13
[35,] 9.677019e-20 2.653649e-18 6.359365e-17 1.331668e-15 2.436403e-14
[36,] 1.278831e-21 4.078072e-20 1.140187e-18 2.793348e-17 5.993460e-16
[37,] 1.747246e-23 6.208854e-22 1.944167e-20 5.363035e-19 1.302769e-17
[38,] 3.188906e-25 1.257239e-23 4.351299e-22 1.322987e-20 3.536217e-19
[39,] 6.010717e-27 2.746724e-25 1.097182e-23 3.832130e-22 1.170694e-20
[40,] 8.833029e-29 4.774238e-27 2.253035e-25 9.283833e-24 3.340518e-22
[41,] 9.281358e-31 5.960895e-29 3.341800e-27 1.635398e-25 6.986291e-24
[42,] 6.849866e-33 5.232030e-31 3.488260e-29 2.030013e-27 1.031196e-25
[43,] 3.538885e-35 3.215242e-33 2.549811e-31 1.765019e-29 1.066444e-27
[44,] 1.279076e-37 1.382343e-35 1.304012e-33 1.073726e-31 7.717066e-30
[45,] 3.233873e-40 4.157351e-38 4.665056e-36 4.569232e-34 3.906392e-32
[46,] 5.719220e-43 8.745921e-41 1.167402e-38 1.360134e-36 1.383213e-34
[47,] 7.075159e-46 1.287004e-43 2.043478e-41 2.832084e-39 3.426010e-37
[48,] 6.122392e-49 1.324768e-46 2.502101e-44 4.124925e-42 5.935722e-40
[49,] 3.705880e-52 9.538611e-50 2.143015e-47 4.202535e-45 7.193559e-43
[50,] 1.569087e-55 4.804140e-53 1.283899e-50 2.994966e-48 6.098169e-46
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.086647e-02 2.974390e-02 4.157871e-02 5.261811e-02 5.872934e-02
 [2,] 3.071655e-02 3.313547e-02 4.453714e-02 6.243300e-02 8.118460e-02
 [3,] 6.703028e-02 5.212726e-02 4.886487e-02 5.960611e-02 8.192788e-02
 [4,] 1.458558e-01 1.114649e-01 8.261385e-02 6.828574e-02 7.294212e-02
 [5,] 2.600614e-01 2.184546e-01 1.681460e-01 1.221767e-01 9.213449e-02
 [6,] 3.887046e-01 3.545931e-01 2.993137e-01 2.332514e-01 1.700336e-01
 [7,] 5.312029e-01 5.059483e-01 4.550124e-01 3.847931e-01 3.049848e-01
 [8,] 7.081109e-01 6.904868e-01 6.395559e-01 5.658237e-01 4.792927e-01
 [9,] 9.125851e-01 9.257214e-01 8.833193e-01 8.013021e-01 7.004087e-01
[10,] 1.079632e+00 1.168025e+00 1.179570e+00 1.116683e+00 1.004396e+00
[11,] 1.130881e+00 1.315725e+00 1.434946e+00 1.458971e+00 1.388068e+00
[12,] 1.056680e+00 1.303326e+00 1.529588e+00 1.687582e+00 1.738676e+00
[13,] 9.274721e-01 1.174178e+00 1.443584e+00 1.700276e+00 1.893964e+00
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[25,] 7.596288e-02 3.829586e-02 1.757220e-02 7.469900e-03 2.996297e-03
[26,] 1.402738e-01 7.881869e-02 3.911934e-02 1.725598e-02 6.834710e-03
[27,] 2.086114e-01 1.366199e-01 7.846185e-02 3.952864e-02 1.750176e-02
[28,] 2.308282e-01 1.777635e-01 1.202779e-01 7.128253e-02 3.697001e-02
[29,] 1.878487e-01 1.680456e-01 1.338544e-01 9.381972e-02 5.760376e-02
[30,] 1.203036e-01 1.172808e-01 1.073854e-01 8.837303e-02 6.420250e-02
[31,] 8.052094e-02 6.905551e-02 6.510787e-02 6.023059e-02 5.099747e-02
[32,] 8.553649e-02 5.277065e-02 3.823829e-02 3.285792e-02 2.984507e-02
[33,] 1.231477e-01 6.853565e-02 3.713258e-02 2.197430e-02 1.583224e-02
[34,] 1.714393e-01 1.027143e-01 5.559867e-02 2.787923e-02 1.391757e-02
[35,] 2.090860e-01 1.386167e-01 8.264476e-02 4.422618e-02 2.140311e-02
[36,] 2.290565e-01 1.637351e-01 1.070949e-01 6.337441e-02 3.370454e-02
[37,] 2.423155e-01 1.788188e-01 1.236878e-01 7.903792e-02 4.609388e-02
[38,] 2.526564e-01 1.900621e-01 1.351978e-01 9.018072e-02 5.586918e-02
[39,] 2.406967e-01 1.897697e-01 1.405768e-01 9.751127e-02 6.306156e-02
[40,] 1.912707e-01 1.629702e-01 1.294864e-01 9.574545e-02 6.567913e-02
[41,] 1.201209e-01 1.126346e-01 9.798183e-02 7.899014e-02 5.887697e-02
[42,] 5.897558e-02 6.078771e-02 5.839674e-02 5.192738e-02 4.263248e-02
[43,] 2.765602e-02 2.723974e-02 2.751172e-02 2.669700e-02 2.418143e-02
[44,] 3.056751e-02 1.918386e-02 1.394212e-02 1.195230e-02 1.100479e-02
[45,] 6.603592e-02 3.793426e-02 2.000629e-02 1.048754e-02 6.229448e-03
[46,] 1.188309e-01 7.910334e-02 4.614154e-02 2.376551e-02 1.105729e-02
[47,] 1.519266e-01 1.200614e-01 8.284023e-02 4.993242e-02 2.633564e-02
[48,] 1.360637e-01 1.278843e-01 1.049174e-01 7.513632e-02 4.697580e-02
[49,] 8.525171e-02 9.531183e-02 9.301167e-02 7.922756e-02 5.890699e-02
[50,] 3.736438e-02 4.969078e-02 5.768198e-02 5.844548e-02 5.169021e-02

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(y,z)
> (r<-lm(z ~ y))

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
     41.904        4.638  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7h9sz1226253495.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] 10.71459 10.94665 11.17871 11.41077 11.64282 11.87488 12.10694 12.33900
 [9] 12.57105 12.80311 13.03517 13.26723 13.49928 13.73134 13.96340 14.19545
[17] 14.42751 14.65957 14.89163 15.12368 15.35574 15.58780 15.81986 16.05191
[25] 16.28397 16.51603 16.74809 16.98014 17.21220 17.44426 17.67632 17.90837
[33] 18.14043 18.37249 18.60455 18.83660 19.06866 19.30072 19.53277 19.76483
[41] 19.99689 20.22895 20.46100 20.69306 20.92512 21.15718 21.38923 21.62129
[49] 21.85335 22.08541

$yords
 [1]  83.63470  84.90267  86.17064  87.43861  88.70658  89.97455  91.24253
 [8]  92.51050  93.77847  95.04644  96.31441  97.58238  98.85036 100.11833
[15] 101.38630 102.65427 103.92224 105.19021 106.45818 107.72616 108.99413
[22] 110.26210 111.53007 112.79804 114.06601 115.33399 116.60196 117.86993
[29] 119.13790 120.40587 121.67384 122.94182 124.20979 125.47776 126.74573
[36] 128.01370 129.28167 130.54964 131.81762 133.08559 134.35356 135.62153
[43] 136.88950 138.15747 139.42545 140.69342 141.96139 143.22936 144.49733
[50] 145.76530

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.083896e-03 1.344011e-02 1.791265e-02 2.135707e-02 2.267115e-02
 [2,] 1.144429e-02 1.839362e-02 2.707399e-02 3.615799e-02 4.345901e-02
 [3,] 1.268111e-02 2.152394e-02 3.394106e-02 4.937451e-02 6.566972e-02
 [4,] 1.264206e-02 2.250067e-02 3.724104e-02 5.738190e-02 8.200837e-02
 [5,] 1.106368e-02 2.100490e-02 3.670055e-02 5.935960e-02 8.925269e-02
 [6,] 8.411437e-03 1.701374e-02 3.187205e-02 5.489404e-02 8.712316e-02
 [7,] 6.663700e-03 1.267634e-02 2.427300e-02 4.435249e-02 7.525925e-02
 [8,] 8.217064e-03 1.218449e-02 1.954897e-02 3.344542e-02 5.767496e-02
 [9,] 1.394396e-02 1.859654e-02 2.435997e-02 3.290244e-02 4.766635e-02
[10,] 2.295136e-02 3.135068e-02 4.064666e-02 5.015165e-02 6.048999e-02
[11,] 3.485650e-02 4.808205e-02 6.455247e-02 8.255303e-02 9.957714e-02
[12,] 5.082466e-02 6.878821e-02 9.244727e-02 1.216768e-01 1.537555e-01
[13,] 6.858042e-02 9.365069e-02 1.248120e-01 1.639357e-01 2.111091e-01
[14,] 7.793064e-02 1.137645e-01 1.568051e-01 2.080514e-01 2.689656e-01
[15,] 6.921748e-02 1.128737e-01 1.694295e-01 2.380220e-01 3.179346e-01
[16,] 4.624385e-02 8.631370e-02 1.460422e-01 2.267463e-01 3.272732e-01
[17,] 2.287203e-02 4.949594e-02 9.622294e-02 1.695720e-01 2.736014e-01
[18,] 8.344778e-03 2.109343e-02 4.762867e-02 9.673724e-02 1.781111e-01
[19,] 2.262369e-03 6.711363e-03 1.771776e-02 4.185167e-02 8.899842e-02
[20,] 4.682196e-04 1.633187e-03 5.056984e-03 1.395687e-02 3.449615e-02
[21,] 7.974778e-05 3.246980e-04 1.173506e-03 3.773464e-03 1.082805e-02
[22,] 1.332345e-05 6.117084e-05 2.509804e-04 9.199029e-04 3.012943e-03
[23,] 2.708611e-06 1.332666e-05 5.905846e-05 2.357761e-04 8.475223e-04
[24,] 6.455954e-07 3.419415e-06 1.620214e-05 6.892549e-05 2.640283e-04
[25,] 1.431426e-07 8.502831e-07 4.467817e-06 2.083605e-05 8.656659e-05
[26,] 2.533720e-08 1.735908e-07 1.044839e-06 5.535036e-06 2.586686e-05
[27,] 3.364459e-09 2.693214e-08 1.887936e-07 1.159927e-06 6.252955e-06
[28,] 3.274098e-10 3.078916e-09 2.531983e-08 1.821549e-07 1.146974e-06
[29,] 2.313908e-11 2.562053e-10 2.479297e-09 2.097187e-08 1.550988e-07
[30,] 1.183267e-12 1.544104e-11 1.760588e-10 1.754111e-09 1.527271e-08
[31,] 4.371558e-14 6.726049e-13 9.041144e-12 1.061794e-10 1.089504e-09
[32,] 1.166064e-15 2.115701e-14 3.353554e-13 4.643892e-12 5.618159e-11
[33,] 2.245011e-17 4.803901e-16 8.980087e-15 1.466500e-13 2.092204e-12
[34,] 3.119409e-19 7.872432e-18 1.735619e-16 3.342817e-15 5.624556e-14
[35,] 3.127984e-21 9.310493e-20 2.420984e-18 5.499544e-17 1.091399e-15
[36,] 2.263546e-23 7.946555e-22 2.437168e-20 6.530041e-19 1.528553e-17
[37,] 1.182100e-25 4.894833e-24 1.770719e-22 5.596307e-21 1.545291e-19
[38,] 4.455307e-28 2.176085e-26 9.285853e-25 3.462068e-23 1.127836e-21
[39,] 1.211963e-30 6.982902e-29 3.515315e-27 1.546352e-25 5.944523e-24
[40,] 2.379839e-33 1.617710e-31 9.609335e-30 4.988664e-28 2.263893e-26
[41,] 3.374046e-36 2.706510e-34 1.897613e-32 1.163173e-30 6.235337e-29
[42,] 3.455193e-39 3.271954e-37 2.709265e-35 1.962342e-33 1.243981e-31
[43,] 2.557433e-42 2.860952e-40 2.800389e-38 2.400018e-36 1.802593e-34
[44,] 1.369858e-45 1.812468e-43 2.100729e-41 2.135302e-39 1.906343e-37
[45,] 5.321731e-49 8.345744e-47 1.148847e-44 1.390784e-42 1.484377e-40
[46,] 1.505999e-52 2.810615e-50 4.621020e-48 6.714196e-46 8.655606e-44
[47,] 3.133370e-56 7.015359e-54 1.392936e-51 2.465084e-49 3.910653e-47
[48,] 4.897002e-60 1.337597e-57 3.278350e-55 7.257996e-53 1.460093e-50
[49,] 6.044397e-64 2.080399e-61 6.527850e-59 1.874876e-56 4.930626e-54
[50,] 6.498536e-68 2.937843e-65 1.218855e-62 4.618057e-60 1.586148e-57
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.140154e-02 1.812298e-02 1.433865e-02 1.199883e-02 1.291979e-02
 [2,] 4.671280e-02 4.474531e-02 3.830944e-02 3.001183e-02 2.341416e-02
 [3,] 7.914866e-02 8.578821e-02 8.317099e-02 7.205613e-02 5.646275e-02
 [4,] 1.079282e-01 1.296632e-01 1.410062e-01 1.378505e-01 1.207025e-01
 [5,] 1.247818e-01 1.615331e-01 1.922216e-01 2.085144e-01 2.045854e-01
 [6,] 1.280461e-01 1.748333e-01 2.216381e-01 2.596934e-01 2.792523e-01
 [7,] 1.176465e-01 1.696482e-01 2.265262e-01 2.806958e-01 3.223741e-01
 [8,] 9.522388e-02 1.464470e-01 2.079030e-01 2.724518e-01 3.304027e-01
 [9,] 7.332392e-02 1.138567e-01 1.699250e-01 2.370430e-01 3.058296e-01
[10,] 7.467334e-02 9.792095e-02 1.355560e-01 1.895941e-01 2.559385e-01
[11,] 1.141087e-01 1.275894e-01 1.450196e-01 1.730821e-01 2.162087e-01
[12,] 1.838352e-01 2.072556e-01 2.225965e-01 2.334173e-01 2.470705e-01
[13,] 2.628034e-01 3.119213e-01 3.503873e-01 3.731084e-01 3.808607e-01
[14,] 3.393196e-01 4.149312e-01 4.872914e-01 5.459888e-01 5.828225e-01
[15,] 4.084843e-01 5.074947e-01 6.095758e-01 7.059199e-01 7.862298e-01
[16,] 4.444498e-01 5.733293e-01 7.070735e-01 8.372680e-01 9.552295e-01
[17,] 4.081659e-01 5.678768e-01 7.420410e-01 9.162802e-01 1.076315e+00
[18,] 2.996134e-01 4.637292e-01 6.642130e-01 8.847324e-01 1.101801e+00
[19,] 1.714591e-01 3.010064e-01 4.838328e-01 7.146865e-01 9.734415e-01
[20,] 7.673926e-02 1.543941e-01 2.821059e-01 4.696174e-01 7.139954e-01
[21,] 2.782569e-02 6.427686e-02 1.339481e-01 2.526004e-01 4.321301e-01
[22,] 8.827872e-03 2.317982e-02 5.467032e-02 1.161155e-01 2.226537e-01
[23,] 2.740967e-03 7.970927e-03 2.084251e-02 4.903698e-02 1.039542e-01
[24,] 9.125338e-04 2.848375e-03 8.030928e-03 2.044860e-02 4.701807e-02
[25,] 3.216661e-04 1.073049e-03 3.224102e-03 8.746762e-03 2.146111e-02
[26,] 1.069426e-04 3.924628e-04 1.283302e-03 3.753948e-03 9.863043e-03
[27,] 2.961997e-05 1.235224e-04 4.545701e-04 1.480552e-03 4.282874e-03
[28,] 6.325402e-06 3.057950e-05 1.297454e-04 4.838878e-04 1.589511e-03
[29,] 1.003158e-06 5.676656e-06 2.811970e-05 1.220219e-04 4.642985e-04
[30,] 1.162227e-07 7.731397e-07 4.496984e-06 2.287825e-05 1.018491e-04
[31,] 9.768225e-09 7.653055e-08 5.240033e-07 3.136019e-06 1.640813e-05
[32,] 5.938182e-10 5.483753e-09 4.424773e-08 3.119793e-07 1.922332e-06
[33,] 2.607681e-11 2.839514e-10 2.701393e-09 2.245467e-08 1.630915e-07
[34,] 8.267774e-13 1.061753e-11 1.191262e-10 1.167776e-09 1.000253e-08
[35,] 1.892221e-14 2.866187e-13 3.793153e-12 4.386177e-11 4.432004e-10
[36,] 3.126036e-16 5.585684e-15 8.720817e-14 1.189812e-12 1.418728e-11
[37,] 3.728203e-18 7.859660e-17 1.448009e-15 2.331692e-14 3.282475e-13
[38,] 3.210650e-20 7.987934e-19 1.737209e-17 3.303400e-16 5.494463e-15
[39,] 1.997372e-22 5.867210e-21 1.507206e-19 3.387468e-18 6.665163e-17
[40,] 8.983083e-25 3.117863e-23 9.470684e-22 2.519533e-20 5.876489e-19
[41,] 2.924504e-27 1.200872e-25 4.320922e-24 1.364007e-22 3.783808e-21
[42,] 6.907167e-30 3.362714e-28 1.437496e-26 5.406113e-25 1.793148e-23
[43,] 1.187998e-32 6.881933e-31 3.512086e-29 1.583595e-27 6.331482e-26
[44,] 1.497912e-35 1.038680e-33 6.377647e-32 3.481688e-30 1.697632e-28
[45,] 1.401265e-38 1.174690e-36 8.785514e-35 5.891016e-33 3.557812e-31
[46,] 9.947721e-42 1.024643e-39 9.508536e-38 7.983871e-36 6.080686e-34
[47,] 5.594383e-45 7.253880e-43 8.553145e-41 9.176821e-39 8.940317e-37
[48,] 2.679284e-48 4.488154e-46 6.846322e-44 9.463461e-42 1.178132e-39
[49,] 1.183271e-51 2.575704e-49 5.049593e-47 8.855436e-45 1.381191e-42
[50,] 4.899314e-55 1.351132e-52 3.307483e-50 7.155352e-48 1.363732e-45
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.823172e-02 2.780319e-02 3.977154e-02 5.069208e-02 5.673695e-02
 [2,] 2.189427e-02 2.767938e-02 4.099944e-02 5.936408e-02 7.758754e-02
 [3,] 4.221758e-02 3.495807e-02 3.852943e-02 5.385592e-02 7.804657e-02
 [4,] 9.509909e-02 6.957355e-02 5.256388e-02 4.994573e-02 6.362563e-02
 [5,] 1.805355e-01 1.432593e-01 1.039556e-01 7.392939e-02 6.115520e-02
 [6,] 2.734419e-01 2.421823e-01 1.934033e-01 1.403289e-01 9.648312e-02
 [7,] 3.415909e-01 3.317733e-01 2.934191e-01 2.352510e-01 1.714499e-01
 [8,] 3.712344e-01 3.858698e-01 3.695777e-01 3.245754e-01 2.604451e-01
 [9,] 3.642990e-01 4.010559e-01 4.082934e-01 3.840705e-01 3.333545e-01
[10,] 3.241724e-01 3.804522e-01 4.121306e-01 4.119959e-01 3.805733e-01
[11,] 2.726786e-01 3.332922e-01 3.838538e-01 4.104919e-01 4.052790e-01
[12,] 2.707420e-01 3.067543e-01 3.498326e-01 3.881041e-01 4.077354e-01
[13,] 3.800996e-01 3.796454e-01 3.860658e-01 4.000377e-01 4.153124e-01
[14,] 5.951394e-01 5.864544e-01 5.644221e-01 5.377093e-01 5.129736e-01
[15,] 8.417324e-01 8.674014e-01 8.623786e-01 8.294407e-01 7.749304e-01
[16,] 1.053657e+00 1.127287e+00 1.171892e+00 1.182664e+00 1.154564e+00
[17,] 1.212586e+00 1.322606e+00 1.408671e+00 1.471776e+00 1.505856e+00
[18,] 1.292670e+00 1.444757e+00 1.560135e+00 1.650798e+00 1.726781e+00
[19,] 1.228338e+00 1.447395e+00 1.612981e+00 1.729668e+00 1.818442e+00
[20,] 9.940714e-01 1.272955e+00 1.511333e+00 1.686001e+00 1.801349e+00
[21,] 6.720316e-01 9.524987e-01 1.235723e+00 1.479081e+00 1.655247e+00
[22,] 3.863680e-01 6.081602e-01 8.707990e-01 1.139269e+00 1.372281e+00
[23,] 1.989670e-01 3.446758e-01 5.419646e-01 7.761909e-01 1.017348e+00
[24,] 9.768088e-02 1.836251e-01 3.131179e-01 4.860099e-01 6.897198e-01
[25,] 4.767548e-02 9.599005e-02 1.754467e-01 2.919062e-01 4.439660e-01
[26,] 2.336187e-02 5.005074e-02 9.728254e-02 1.720992e-01 2.782405e-01
[27,] 1.104820e-02 2.552969e-02 5.310174e-02 9.994355e-02 1.712025e-01
[28,] 4.610765e-03 1.184945e-02 2.709107e-02 5.538321e-02 1.018867e-01
[29,] 1.551176e-03 4.558282e-03 1.181038e-02 2.706930e-02 5.513257e-02
[30,] 3.970013e-04 1.356127e-03 4.064496e-03 1.070685e-02 2.485194e-02
[31,] 7.507606e-05 3.005273e-04 1.053083e-03 3.233049e-03 8.707580e-03
[32,] 1.035294e-05 4.874451e-05 2.007011e-04 7.230004e-04 2.280350e-03
[33,] 1.035152e-06 5.742324e-06 2.784672e-05 1.180867e-04 4.381064e-04
[34,] 7.486853e-08 4.897662e-07 2.800707e-06 1.400454e-05 6.126227e-05
[35,] 3.913794e-09 3.021062e-08 2.038928e-07 1.203639e-06 6.218638e-06
[36,] 1.478788e-10 1.347787e-09 1.074538e-08 7.498284e-08 4.583621e-07
[37,] 4.041120e-12 4.352816e-11 4.104763e-10 3.391975e-09 2.459361e-08
[38,] 7.997869e-14 1.019604e-12 1.139586e-11 1.118261e-10 9.653106e-10
[39,] 1.149097e-15 1.737938e-14 2.309684e-13 2.703082e-12 2.793751e-11
[40,] 1.203324e-17 2.167356e-16 3.442174e-15 4.835601e-14 6.031597e-13
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[20,] 2.646324e-01 1.984291e-01 1.705732e-01 1.706825e-01 1.828235e-01
[21,] 3.956928e-01 2.834801e-01 2.064695e-01 1.660277e-01 1.550492e-01
[22,] 5.563433e-01 4.224039e-01 3.119626e-01 2.300847e-01 1.793100e-01
[23,] 7.210166e-01 5.764838e-01 4.543783e-01 3.512593e-01 2.693183e-01
[24,] 8.778815e-01 7.219473e-01 5.950749e-01 4.883700e-01 3.954859e-01
[25,] 9.919573e-01 8.396798e-01 7.100342e-01 6.039955e-01 5.135179e-01
[26,] 1.026598e+00 9.077619e-01 7.888615e-01 6.841836e-01 5.962414e-01
[27,] 1.004567e+00 9.303592e-01 8.385004e-01 7.421140e-01 6.527186e-01
[28,] 1.001311e+00 9.499253e-01 8.839347e-01 8.033960e-01 7.153172e-01
[29,] 1.067159e+00 1.008932e+00 9.493060e-01 8.809238e-01 8.003974e-01
[30,] 1.175483e+00 1.104384e+00 1.035366e+00 9.659963e-01 8.908697e-01
[31,] 1.249858e+00 1.186011e+00 1.112728e+00 1.036723e+00 9.589382e-01
[32,] 1.229233e+00 1.199938e+00 1.141990e+00 1.068685e+00 9.879023e-01
[33,] 1.109383e+00 1.130380e+00 1.107073e+00 1.052514e+00 9.782227e-01
[34,] 9.434691e-01 1.008040e+00 1.025736e+00 1.002658e+00 9.480599e-01
[35,] 7.953544e-01 8.876992e-01 9.375036e-01 9.459457e-01 9.189542e-01
[36,] 6.722984e-01 7.923666e-01 8.717436e-01 9.070030e-01 9.045375e-01
[37,] 5.308268e-01 6.816253e-01 8.025889e-01 8.767953e-01 9.032749e-01
[38,] 3.564566e-01 5.134380e-01 6.693352e-01 7.955852e-01 8.727667e-01
[39,] 1.914620e-01 3.147532e-01 4.648185e-01 6.192770e-01 7.497020e-01
[40,] 8.001156e-02 1.515909e-01 2.568151e-01 3.901700e-01 5.338580e-01
[41,] 2.588295e-02 5.692502e-02 1.115351e-01 1.951370e-01 3.057438e-01
[42,] 6.568680e-03 1.689746e-02 3.858261e-02 7.833621e-02 1.417296e-01
[43,] 1.346502e-03 4.086637e-03 1.096730e-02 2.605451e-02 5.486537e-02
[44,] 2.300331e-04 8.300935e-04 2.638916e-03 7.393788e-03 1.826881e-02
[45,] 3.301364e-05 1.421248e-04 5.373066e-04 1.783852e-03 5.201614e-03
[46,] 3.876772e-06 1.988233e-05 8.933826e-05 3.516718e-04 1.212699e-03
[47,] 3.570516e-07 2.174241e-06 1.158360e-05 5.398813e-05 2.201142e-04
[48,] 2.487770e-08 1.793599e-07 1.130489e-06 6.228848e-06 3.000071e-05
[49,] 1.281733e-09 1.092103e-08 8.131800e-08 5.291184e-07 3.008511e-06
[50,] 4.822947e-11 4.851695e-10 4.264316e-09 3.274711e-08 2.197143e-07
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.729479e-14 9.913570e-16 4.964150e-17 2.171499e-18 8.298019e-20
 [2,] 7.539540e-13 5.097152e-14 3.010303e-15 1.553076e-16 6.999635e-18
 [3,] 2.371824e-11 1.891181e-12 1.317296e-13 8.015561e-15 4.260733e-16
 [4,] 5.384298e-10 5.063461e-11 4.159736e-12 2.985272e-13 1.871553e-14
 [5,] 8.820320e-09 9.782965e-10 9.478871e-11 8.023108e-12 5.932376e-13
 [6,] 1.042673e-07 1.363962e-08 1.558677e-09 1.556001e-10 1.356950e-11
 [7,] 8.894515e-07 1.372283e-07 1.849546e-08 2.177642e-09 2.239793e-10
 [8,] 5.475395e-06 9.963267e-07 1.583758e-07 2.199260e-08 2.667869e-09
 [9,] 2.432752e-05 5.220715e-06 9.787428e-07 1.602919e-07 2.293285e-08
[10,] 7.810915e-05 1.976216e-05 4.368338e-06 8.435930e-07 1.423230e-07
[11,] 1.829129e-04 5.442258e-05 1.415756e-05 3.219302e-06 6.397760e-07
[12,] 3.337103e-04 1.147416e-04 3.466605e-05 9.187880e-06 2.133950e-06
[13,] 6.623859e-04 2.451038e-04 8.090966e-05 2.373408e-05 6.168646e-06
[14,] 2.300156e-03 8.913847e-04 3.075150e-04 9.423617e-05 2.562963e-05
[15,] 9.685009e-03 4.261809e-03 1.658578e-03 5.688904e-04 1.716398e-04
[16,] 3.282507e-02 1.690885e-02 7.697248e-03 3.083939e-03 1.084663e-03
[17,] 8.160656e-02 4.943654e-02 2.648079e-02 1.248721e-02 5.169056e-03
[18,] 1.470803e-01 1.047584e-01 6.604968e-02 3.668468e-02 1.789263e-02
[19,] 1.932199e-01 1.612263e-01 1.194274e-01 7.804185e-02 4.482107e-02
[20,] 1.907973e-01 1.834795e-01 1.583472e-01 1.211489e-01 8.167016e-02
[21,] 1.600839e-01 1.659929e-01 1.612279e-01 1.416087e-01 1.106713e-01
[22,] 1.556881e-01 1.490509e-01 1.467847e-01 1.387072e-01 1.205130e-01
[23,] 2.116453e-01 1.768685e-01 1.577227e-01 1.441404e-01 1.279907e-01
[24,] 3.168155e-01 2.560439e-01 2.137955e-01 1.847690e-01 1.604834e-01
[25,] 4.316083e-01 3.582396e-01 2.979506e-01 2.528929e-01 2.188311e-01
[26,] 5.189054e-01 4.461654e-01 3.784757e-01 3.211653e-01 2.774075e-01
[27,] 5.739881e-01 5.024422e-01 4.340636e-01 3.701034e-01 3.161726e-01
[28,] 6.284926e-01 5.477352e-01 4.726811e-01 4.019348e-01 3.376525e-01
[29,] 7.104091e-01 6.173715e-01 5.269076e-01 4.416078e-01 3.629032e-01
[30,] 8.058885e-01 7.111930e-01 6.109746e-01 5.106948e-01 4.148105e-01
[31,] 8.771651e-01 7.886390e-01 6.924969e-01 5.908219e-01 4.876756e-01
[32,] 9.035706e-01 8.170830e-01 7.281229e-01 6.359541e-01 5.408506e-01
[33,] 8.927078e-01 8.025399e-01 7.126378e-01 6.254882e-01 5.411323e-01
[34,] 8.707595e-01 7.791090e-01 6.819495e-01 5.876601e-01 5.017046e-01
[35,] 8.623814e-01 7.812274e-01 6.822884e-01 5.759463e-01 4.740901e-01
[36,] 8.723779e-01 8.142023e-01 7.305847e-01 6.251194e-01 5.084232e-01
[37,] 8.929308e-01 8.571671e-01 7.993206e-01 7.162299e-01 6.073810e-01
[38,] 8.990887e-01 8.871554e-01 8.512234e-01 7.959590e-01 7.165116e-01
[39,] 8.342531e-01 8.677433e-01 8.608798e-01 8.286597e-01 7.777767e-01
[40,] 6.622604e-01 7.526568e-01 7.957375e-01 7.977268e-01 7.718617e-01
[41,] 4.307531e-01 5.490121e-01 6.389053e-01 6.881209e-01 6.979482e-01
[42,] 2.291210e-01 3.321967e-01 4.343295e-01 5.162834e-01 5.646492e-01
[43,] 1.025878e-01 1.707213e-01 2.536939e-01 3.382777e-01 4.076905e-01
[44,] 3.984090e-02 7.678371e-02 1.310179e-01 1.984732e-01 2.680200e-01
[45,] 1.332567e-02 3.000810e-02 5.945016e-02 1.037531e-01 1.598276e-01
[46,] 3.663594e-03 9.697776e-03 2.250010e-02 4.577966e-02 8.175133e-02
[47,] 7.850299e-04 2.449222e-03 6.685250e-03 1.596744e-02 3.338207e-02
[48,] 1.263072e-04 4.648338e-04 1.495380e-03 4.205482e-03 1.034038e-02
[49,] 1.494775e-05 6.489676e-05 2.462039e-04 8.162054e-04 2.364567e-03
[50,] 1.287958e-06 6.596301e-06 2.951579e-05 1.153893e-04 3.941290e-04
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.770059e-21 8.077997e-23 2.057871e-24 4.579655e-26 8.903222e-28
 [2,] 2.755865e-19 9.478515e-21 2.847887e-22 7.474894e-24 1.713907e-25
 [3,] 1.978493e-17 8.025736e-19 2.844036e-20 8.804104e-22 2.380868e-23
 [4,] 1.024992e-15 4.903863e-17 2.049540e-18 7.482975e-20 2.386669e-21
 [5,] 3.831904e-14 2.162223e-15 1.065826e-16 4.589571e-18 1.726465e-19
 [6,] 1.033755e-12 6.879726e-14 3.999676e-15 2.031320e-16 9.012223e-18
 [7,] 2.012470e-11 1.579613e-12 1.083109e-13 6.487741e-15 3.394805e-16
 [8,] 2.827176e-10 2.617226e-11 2.116557e-12 1.495267e-13 9.227996e-15
 [9,] 2.866202e-09 3.129374e-10 2.984761e-11 2.486925e-12 1.810158e-13
[10,] 2.097666e-08 2.700922e-09 3.038077e-10 2.985341e-11 2.562688e-12
[11,] 1.111062e-07 1.686000e-08 2.235429e-09 2.589576e-10 2.620875e-11
[12,] 4.339929e-07 7.724524e-08 1.202743e-08 1.637757e-09 1.949830e-10
[13,] 1.417193e-06 2.872320e-07 5.127052e-08 8.048310e-09 1.109704e-09
[14,] 6.185722e-06 1.325095e-06 2.519951e-07 4.254087e-08 6.372637e-09
[15,] 4.551008e-05 1.060288e-05 2.171335e-06 3.911558e-07 6.205206e-08
[16,] 3.343560e-04 9.024949e-05 2.132019e-05 4.407255e-06 7.972418e-07
[17,] 1.874922e-03 5.952415e-04 1.652888e-04 4.012893e-05 8.516008e-06
[18,] 7.648593e-03 2.862000e-03 9.367107e-04 2.680302e-04 6.703151e-05
[19,] 2.257224e-02 9.953822e-03 3.840130e-03 1.295402e-03 3.819598e-04
[20,] 4.835007e-02 2.508859e-02 1.139684e-02 4.528941e-03 1.573642e-03
[21,] 7.637542e-02 4.635675e-02 2.468951e-02 1.152202e-02 4.707102e-03
[22,] 9.418947e-02 6.549731e-02 4.027962e-02 2.182723e-02 1.039697e-02
[23,] 1.061157e-01 8.025209e-02 5.465042e-02 3.325394e-02 1.798607e-02
[24,] 1.344272e-01 1.050867e-01 7.517802e-02 4.871280e-02 2.843003e-02
[25,] 1.877048e-01 1.535673e-01 1.161733e-01 7.977993e-02 4.930410e-02
[26,] 2.434624e-01 2.109485e-01 1.734638e-01 1.310745e-01 8.922959e-02
[27,] 2.758027e-01 2.454716e-01 2.163762e-01 1.811601e-01 1.391705e-01
[28,] 2.851490e-01 2.476310e-01 2.216616e-01 1.983753e-01 1.696003e-01
[29,] 2.940394e-01 2.398460e-01 2.028310e-01 1.796062e-01 1.617315e-01
[30,] 3.270823e-01 2.519447e-01 1.940050e-01 1.552018e-01 1.323229e-01
[31,] 3.876621e-01 2.956246e-01 2.168437e-01 1.560262e-01 1.149971e-01
[32,] 4.446200e-01 3.504107e-01 2.625965e-01 1.864467e-01 1.267146e-01
[33,] 4.584890e-01 3.769138e-01 2.971993e-01 2.220261e-01 1.556355e-01
[34,] 4.253047e-01 3.564940e-01 2.924217e-01 2.313477e-01 1.736925e-01
[35,] 3.856286e-01 3.135345e-01 2.554799e-01 2.067982e-01 1.634112e-01
[36,] 3.956445e-01 2.997341e-01 2.262841e-01 1.733300e-01 1.348633e-01
[37,] 4.820569e-01 3.576519e-01 2.511859e-01 1.716132e-01 1.182093e-01
[38,] 6.088852e-01 4.799358e-01 3.475778e-01 2.317887e-01 1.448404e-01
[39,] 7.042075e-01 6.024819e-01 4.769535e-01 3.442032e-01 2.250387e-01
[40,] 7.264096e-01 6.599819e-01 5.679663e-01 4.530125e-01 3.290215e-01
[41,] 6.784050e-01 6.383546e-01 5.795597e-01 4.997795e-01 4.009428e-01
[42,] 5.772057e-01 5.609878e-01 5.248505e-01 4.732673e-01 4.066470e-01
[43,] 4.488509e-01 4.580285e-01 4.406624e-01 4.057552e-01 3.598449e-01
[44,] 3.246570e-01 3.560503e-01 3.582598e-01 3.364467e-01 3.002519e-01
[45,] 2.179910e-01 2.644966e-01 2.875947e-01 2.833664e-01 2.570436e-01
[46,] 1.282939e-01 1.772827e-01 2.163847e-01 2.344440e-01 2.272717e-01
[47,] 6.111648e-02 9.805936e-02 1.380385e-01 1.707945e-01 1.862845e-01
[48,] 2.223239e-02 4.180976e-02 6.879911e-02 9.912130e-02 1.251552e-01
[49,] 5.986549e-03 1.324688e-02 2.562251e-02 4.333023e-02 6.408533e-02
[50,] 1.176201e-03 3.066964e-03 6.987797e-03 1.391257e-02 2.420782e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.512034e-29 2.243241e-31 2.907302e-33 3.291580e-35 3.255506e-37
 [2,] 3.432966e-27 6.006918e-29 9.181926e-31 1.226072e-32 1.430203e-34
 [3,] 5.624518e-25 1.160741e-26 2.092595e-28 3.295604e-30 4.534035e-32
 [4,] 6.649822e-23 1.618556e-24 3.441482e-26 6.392390e-28 1.037244e-29
 [5,] 5.673401e-21 1.628655e-22 4.084271e-24 8.947467e-26 1.712322e-27
 [6,] 3.492894e-19 1.182603e-20 3.497777e-22 9.037441e-24 2.039852e-25
 [7,] 1.551801e-17 6.196654e-19 2.161615e-20 6.587180e-22 1.753560e-23
 [8,] 4.975035e-16 2.343069e-17 9.639928e-19 3.464676e-20 1.087806e-21
 [9,] 1.150989e-14 6.393316e-16 3.102284e-17 1.315035e-18 4.869598e-20
[10,] 1.921775e-13 1.258964e-14 7.204884e-16 3.601995e-17 1.573117e-18
[11,] 2.317410e-12 1.790150e-13 1.208091e-14 7.122423e-16 3.668345e-17
[12,] 2.029239e-11 1.845845e-12 1.467348e-13 1.019314e-14 6.187145e-16
[13,] 1.342526e-10 1.423885e-11 1.322983e-12 1.076238e-13 7.661845e-15
[14,] 8.464400e-10 9.957701e-11 1.036154e-11 9.522476e-13 7.717602e-14
[15,] 8.679631e-09 1.072002e-09 1.170732e-10 1.132044e-11 9.702628e-13
[16,] 1.262245e-07 1.749768e-08 2.124780e-09 2.261625e-10 2.111760e-11
[17,] 1.579533e-06 2.560471e-07 3.627599e-08 4.492172e-09 4.862728e-10
[18,] 1.464923e-05 2.797350e-06 4.667127e-07 6.803164e-08 8.664181e-09
[19,] 9.842197e-05 2.216002e-05 4.359289e-06 7.492148e-07 1.124938e-07
[20,] 4.779446e-04 1.268600e-04 2.942317e-05 5.962584e-06 1.055685e-06
[21,] 1.682329e-03 5.257900e-04 1.436569e-04 3.430538e-05 7.159044e-06
[22,] 4.345797e-03 1.592038e-03 5.107065e-04 1.433643e-04 3.520112e-05
[23,] 8.613260e-03 3.640768e-03 1.355014e-03 4.431780e-04 1.271874e-04
[24,] 1.488828e-02 6.972303e-03 2.910049e-03 1.078829e-03 3.541218e-04
[25,] 2.733668e-02 1.359191e-02 6.061521e-03 2.424196e-03 8.684892e-04
[26,] 5.418616e-02 2.924405e-02 1.402302e-02 5.983786e-03 2.277472e-03
[27,] 9.600057e-02 5.878719e-02 3.179268e-02 1.515967e-02 6.375672e-03
[28,] 1.333309e-01 9.410142e-02 5.886295e-02 3.243084e-02 1.569569e-02
[29,] 1.407726e-01 1.133327e-01 8.208983e-02 5.271331e-02 2.979288e-02
[30,] 1.177575e-01 1.034400e-01 8.501817e-02 6.318554e-02 4.170677e-02
[31,] 9.102977e-02 7.763759e-02 6.762112e-02 5.629919e-02 4.281237e-02
[32,] 8.547577e-02 6.082471e-02 4.761669e-02 3.984081e-02 3.306624e-02
[33,] 1.023419e-01 6.444885e-02 4.100434e-02 2.830655e-02 2.170123e-02
[34,] 1.219482e-01 7.938796e-02 4.818717e-02 2.817611e-02 1.700439e-02
[35,] 1.234495e-01 8.741765e-02 5.717378e-02 3.435775e-02 1.921620e-02
[36,] 1.047659e-01 7.909190e-02 5.648441e-02 3.735436e-02 2.258125e-02
[37,] 8.427523e-02 6.206077e-02 4.585526e-02 3.273561e-02 2.187266e-02
[38,] 8.792189e-02 5.445834e-02 3.570210e-02 2.463140e-02 1.713349e-02
[39,] 1.339076e-01 7.398850e-02 3.959605e-02 2.183421e-02 1.302563e-02
[40,] 2.152263e-01 1.263481e-01 6.694483e-02 3.268233e-02 1.538729e-02
[41,] 2.936685e-01 1.937452e-01 1.142403e-01 6.008680e-02 2.835747e-02
[42,] 3.267513e-01 2.408879e-01 1.604800e-01 9.562975e-02 5.068523e-02
[43,] 3.054616e-01 2.442385e-01 1.804559e-01 1.211541e-01 7.300780e-02
[44,] 2.578545e-01 2.132631e-01 1.678585e-01 1.233840e-01 8.311183e-02
[45,] 2.189616e-01 1.785732e-01 1.409400e-01 1.072472e-01 7.740251e-02
[46,] 1.995819e-01 1.616562e-01 1.235310e-01 9.097417e-02 6.522560e-02
[47,] 1.799705e-01 1.552474e-01 1.211392e-01 8.719109e-02 5.936198e-02
[48,] 1.387101e-01 1.352953e-01 1.166597e-01 8.961551e-02 6.213373e-02
[49,] 8.293531e-02 9.398974e-02 9.340321e-02 8.158038e-02 6.288204e-02
[50,] 3.681758e-02 4.895694e-02 5.693845e-02 5.795834e-02 5.169381e-02

> 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  
     36.886        4.776  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1f04y1226253494.ps tmp/1f04y1226253494.png")
> system("convert tmp/2tncw1226253494.ps tmp/2tncw1226253494.png")
> system("convert tmp/3zfcu1226253494.ps tmp/3zfcu1226253494.png")
> system("convert tmp/4kj571226253494.ps tmp/4kj571226253494.png")
> system("convert tmp/5o0sn1226253494.ps tmp/5o0sn1226253494.png")
> system("convert tmp/6ziod1226253495.ps tmp/6ziod1226253495.png")
> system("convert tmp/7h9sz1226253495.ps tmp/7h9sz1226253495.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.130   1.283   2.565