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(79.3,117.2,116.9,120.8,96.1,100.8,105.3,116.1,112.8,114.5,117.2,77.1,80.1,120.3,133.4,109.4,93.2,91.2,99.2,108.2,101.5,106.9,104.4,77.9,60.0,99.5,95.0,105.6,102.5,93.3,97.3,127.0,111.7,96.4,133.0,72.2,95.8,124.1,127.6,110.7,104.6,112.7,115.3,139.4,119.0,97.4,154.0,81.5,88.8,127.7,105.1,114.9,106.4,104.5,121.6,141.4,99.0,126.7,134.1,81.3,88.6,132.7,132.9,134.4,103.7,119.7,115.0,132.9,108.5,113.9,142.0,97.7,92.2)
> y <- c(95.5,98.7,115.9,110.4,109.5,92.3,102.1,112.8,110.2,98.9,119.0,104.3,98.8,109.4,170.3,118.0,116.9,111.7,116.8,116.1,114.8,110.8,122.8,104.7,86.0,127.2,126.1,114.6,127.8,105.2,113.1,161.0,126.9,117.7,144.9,119.4,107.1,142.8,126.2,126.9,179.2,105.3,114.8,125.4,113.2,134.4,150.0,100.9,101.8,137.7,138.7,135.4,153.8,119.5,123.3,166.4,137.5,142.2,167.0,112.3,120.6,154.9,153.4,156.2,175.8,131.7,130.1,161.1,128.2,140.3,174.9,111.8,136.6)
> x <- c(92.3,95.5,92.5,89.6,84.3,76.3,80.7,96.3,81.0,82.9,90.3,74.8,70.1,86.7,86.4,89.9,88.1,78.8,81.1,85.4,82.6,80.3,81.2,68.0,67.4,91.3,94.9,82.8,88.6,73.1,76.7,93.2,84.9,83.8,93.5,91.9,69.6,87.0,90.2,82.7,91.4,74.6,76.1,87.1,78.4,81.3,99.3,71.0,73.2,95.6,84.0,90.8,93.6,80.9,84.4,97.3,83.5,88.8,100.7,69.4,74.6,96.6,96.6,93.1,91.8,85.7,79.1,91.3,84.2,85.8,94.6,77.1,76.5)
> par7 = 'Transportmiddelen'
> par6 = 'Medische apparatuur'
> par5 = 'Elektrische en elektronische apparaten'
> 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/19wpz1226497642.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/2z8p91226497642.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/3212o1226497642.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/4zsss1226497642.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/5u4d41226497642.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  
    -16.008        1.672  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/68y1w1226497642.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]  74.12868  76.51526  78.90185  81.28843  83.67502  86.06160  88.44819
 [8]  90.83477  93.22136  95.60794  97.99452 100.38111 102.76769 105.15428
[15] 107.54086 109.92745 112.31403 114.70062 117.08720 119.47379 121.86037
[22] 124.24695 126.63354 129.02012 131.40671 133.79329 136.17988 138.56646
[29] 140.95305 143.33963 145.72621 148.11280 150.49938 152.88597 155.27255
[36] 157.65914 160.04572 162.43231 164.81889 167.20548 169.59206 171.97864
[43] 174.36523 176.75181 179.13840 181.52498 183.91157 186.29815 188.68474
[50] 191.07132

$yords
 [1]  47.22423  49.66406  52.10388  54.54371  56.98354  59.42337  61.86319
 [8]  64.30302  66.74285  69.18267  71.62250  74.06233  76.50216  78.94198
[15]  81.38181  83.82164  86.26147  88.70129  91.14112  93.58095  96.02078
[22]  98.46060 100.90043 103.34026 105.78009 108.21991 110.65974 113.09957
[29] 115.53940 117.97922 120.41905 122.85888 125.29871 127.73853 130.17836
[36] 132.61819 135.05802 137.49784 139.93767 142.37750 144.81733 147.25715
[43] 149.69698 152.13681 154.57663 157.01646 159.45629 161.89612 164.33594
[50] 166.77577

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.882795e-03 2.311152e-03 2.497204e-03 2.385811e-03 2.032473e-03
 [2,] 2.316873e-03 3.100355e-03 3.651912e-03 3.803102e-03 3.530241e-03
 [3,] 2.463865e-03 3.595329e-03 4.618613e-03 5.245894e-03 5.310347e-03
 [4,] 2.265671e-03 3.606877e-03 5.056405e-03 6.269194e-03 6.928683e-03
 [5,] 1.803401e-03 3.134366e-03 4.799763e-03 6.504450e-03 7.861490e-03
 [6,] 1.245063e-03 2.364903e-03 3.961660e-03 5.879336e-03 7.789823e-03
 [7,] 7.491678e-04 1.556587e-03 2.857939e-03 4.657388e-03 6.787649e-03
 [8,] 3.985532e-04 9.040513e-04 1.820832e-03 3.267538e-03 5.259335e-03
 [9,] 1.971844e-04 4.794076e-04 1.050625e-03 2.072582e-03 3.691239e-03
[10,] 1.064918e-04 2.583089e-04 5.887656e-04 1.245585e-03 2.425936e-03
[11,] 8.134860e-05 1.775896e-04 3.788685e-04 7.912723e-04 1.596369e-03
[12,] 8.657993e-05 1.753342e-04 3.357957e-04 6.302142e-04 1.187338e-03
[13,] 9.857781e-05 2.032966e-04 3.795469e-04 6.599385e-04 1.113121e-03
[14,] 1.031707e-04 2.268003e-04 4.421831e-04 7.747751e-04 1.250759e-03
[15,] 9.479633e-05 2.254826e-04 4.720302e-04 8.744291e-04 1.449738e-03
[16,] 7.556103e-05 1.953872e-04 4.434032e-04 8.850756e-04 1.561484e-03
[17,] 5.208144e-05 1.466363e-04 3.619381e-04 7.839417e-04 1.493154e-03
[18,] 3.101254e-05 9.512734e-05 2.556956e-04 6.025462e-04 1.246047e-03
[19,] 1.594884e-05 5.330977e-05 1.561221e-04 4.006921e-04 9.017218e-04
[20,] 7.082934e-06 2.580166e-05 8.234589e-05 2.302885e-04 5.645282e-04
[21,] 2.716294e-06 1.078440e-05 3.751299e-05 1.143415e-04 3.054838e-04
[22,] 8.995387e-07 3.892672e-06 1.475935e-05 4.904090e-05 1.428424e-04
[23,] 2.572474e-07 1.213429e-06 5.015479e-06 1.816972e-05 5.771528e-05
[24,] 6.353110e-08 3.266781e-07 1.472153e-06 5.816008e-06 2.015405e-05
[25,] 1.355060e-08 7.596399e-08 3.732936e-07 1.608722e-06 6.084282e-06
[26,] 2.496912e-09 1.526174e-08 8.179794e-08 3.846690e-07 1.588792e-06
[27,] 3.985526e-10 2.654493e-09 1.551378e-08 7.962339e-08 3.593572e-07
[28,] 5.666002e-11 4.077741e-10 2.583757e-09 1.441938e-08 7.097063e-08
[29,] 9.183277e-12 6.662897e-11 4.336534e-10 2.526352e-09 1.316185e-08
[30,] 3.736665e-12 2.450316e-11 1.442211e-10 7.661811e-10 3.697350e-09
[31,] 3.098142e-12 2.070306e-11 1.217655e-10 6.314437e-10 2.895483e-09
[32,] 2.620138e-12 1.888390e-11 1.194089e-10 6.625849e-10 3.227470e-09
[33,] 1.958665e-12 1.532588e-11 1.051832e-10 6.331786e-10 3.343306e-09
[34,] 1.275883e-12 1.084450e-11 8.084692e-11 5.286517e-10 3.031972e-09
[35,] 7.233785e-13 6.678890e-12 5.408814e-11 3.842006e-10 2.393707e-09
[36,] 3.569271e-13 3.579848e-12 3.149230e-11 2.429974e-10 1.644593e-09
[37,] 1.532504e-13 1.669779e-12 1.595723e-11 1.337532e-10 9.833419e-10
[38,] 5.724469e-14 6.776582e-13 7.035681e-12 6.406656e-11 5.116766e-10
[39,] 1.859682e-14 2.392191e-13 2.698639e-12 2.669917e-11 2.316685e-10
[40,] 5.252128e-15 7.342630e-14 9.001731e-13 9.677718e-12 9.124452e-11
[41,] 1.288901e-15 1.958768e-14 2.610160e-13 3.049913e-12 3.125074e-11
[42,] 2.747068e-16 4.539143e-15 6.575962e-14 8.352996e-13 9.303358e-12
[43,] 5.082219e-17 9.132619e-16 1.438726e-14 1.987094e-13 2.406209e-12
[44,] 8.157176e-18 1.594466e-16 2.732070e-15 4.103798e-14 5.403990e-13
[45,] 1.135280e-18 2.414373e-17 4.500587e-16 7.353815e-15 1.053298e-13
[46,] 1.369393e-19 3.169153e-18 6.428150e-17 1.142802e-15 1.780791e-14
[47,] 1.430920e-20 3.604336e-19 7.956644e-18 1.539369e-16 2.610222e-15
[48,] 1.294735e-21 3.550257e-20 8.531069e-19 1.796487e-17 3.315388e-16
[49,] 1.014050e-22 3.027427e-21 7.920018e-20 1.815631e-18 3.647448e-17
[50,] 6.872306e-24 2.234148e-22 6.364079e-21 1.588485e-19 3.474277e-18
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.567028e-03 1.119690e-03 7.651403e-04 5.155339e-04 3.494076e-04
 [2,] 2.963176e-03 2.301146e-03 1.704309e-03 1.239147e-03 8.973932e-04
 [3,] 4.858197e-03 4.106650e-03 3.302947e-03 2.599321e-03 2.027527e-03
 [4,] 6.919115e-03 6.377909e-03 5.581678e-03 4.764416e-03 4.016196e-03
 [5,] 8.586902e-03 8.651186e-03 8.256542e-03 7.657310e-03 6.985154e-03
 [6,] 9.332889e-03 1.030736e-02 1.075496e-02 1.085345e-02 1.071683e-02
 [7,] 8.953932e-03 1.088022e-02 1.244676e-02 1.368347e-02 1.461352e-02
 [8,] 7.673563e-03 1.030142e-02 1.295519e-02 1.552337e-02 1.789715e-02
 [9,] 5.976652e-03 8.891331e-03 1.231177e-02 1.606932e-02 1.994073e-02
[10,] 4.337659e-03 7.135179e-03 1.085810e-02 1.539799e-02 2.048868e-02
[11,] 3.053533e-03 5.455230e-03 9.030021e-03 1.382709e-02 1.964040e-02
[12,] 2.239619e-03 4.125888e-03 7.216597e-03 1.175863e-02 1.771006e-02
[13,] 1.894667e-03 3.296561e-03 5.734506e-03 9.619145e-03 1.513718e-02
[14,] 1.936008e-03 3.009019e-03 4.818182e-03 7.835872e-03 1.246245e-02
[15,] 2.199104e-03 3.168630e-03 4.550719e-03 6.741864e-03 1.024815e-02
[16,] 2.459680e-03 3.529918e-03 4.781846e-03 6.418827e-03 8.884936e-03
[17,] 2.512302e-03 3.770129e-03 5.144346e-03 6.606925e-03 8.387988e-03
[18,] 2.266104e-03 3.640969e-03 5.218585e-03 6.803992e-03 8.358729e-03
[19,] 1.781268e-03 3.096021e-03 4.758615e-03 6.536640e-03 8.196518e-03
[20,] 1.213890e-03 2.292781e-03 3.815087e-03 5.626890e-03 7.450014e-03
[21,] 7.157648e-04 1.472320e-03 2.664242e-03 4.258698e-03 6.063725e-03
[22,] 3.649234e-04 8.185009e-04 1.614702e-03 2.811223e-03 4.347581e-03
[23,] 1.608517e-04 3.937643e-04 8.483171e-04 1.613842e-03 2.727466e-03
[24,] 6.131055e-05 1.639653e-04 3.863821e-04 8.053807e-04 1.494441e-03
[25,] 2.021785e-05 5.913703e-05 1.527085e-04 3.497669e-04 7.157696e-04
[26,] 5.772509e-06 1.849499e-05 5.245690e-05 1.324772e-04 3.004481e-04
[27,] 1.429215e-06 5.025616e-06 1.570241e-05 4.390999e-05 1.109794e-04
[28,] 3.088510e-07 1.193328e-06 4.119205e-06 1.281290e-05 3.630176e-05
[29,] 6.138147e-08 2.571232e-07 9.734599e-07 3.360232e-06 1.068250e-05
[30,] 1.632629e-08 6.653809e-08 2.528059e-07 9.048659e-07 3.076769e-06
[31,] 1.179827e-08 4.308750e-08 1.431391e-07 4.430488e-07 1.320452e-06
[32,] 1.381032e-08 5.198692e-08 1.726840e-07 5.094272e-07 1.352839e-06
[33,] 1.548552e-08 6.292948e-08 2.244645e-07 7.034722e-07 1.941719e-06
[34,] 1.525200e-08 6.729453e-08 2.604381e-07 8.842261e-07 2.634639e-06
[35,] 1.308085e-08 6.269756e-08 2.635802e-07 9.719121e-07 3.143514e-06
[36,] 9.762774e-09 5.083295e-08 2.321519e-07 9.299318e-07 3.267248e-06
[37,] 6.341042e-09 3.586537e-08 1.779300e-07 7.742500e-07 2.955088e-06
[38,] 3.584302e-09 2.202240e-08 1.186807e-07 5.609877e-07 2.325875e-06
[39,] 1.763038e-09 1.176769e-08 6.889117e-08 3.537405e-07 1.593164e-06
[40,] 7.544652e-10 5.471202e-09 3.479752e-08 1.941088e-07 9.496912e-07
[41,] 2.808014e-10 2.212682e-09 1.529090e-08 9.267299e-08 4.925970e-07
[42,] 9.085875e-11 7.781071e-10 5.843497e-09 3.848410e-08 2.222693e-07
[43,] 2.554692e-11 2.378216e-10 1.941277e-09 1.389514e-08 8.721559e-08
[44,] 6.238691e-12 6.314512e-11 5.603639e-10 4.360148e-09 2.974748e-08
[45,] 1.322514e-12 1.455716e-11 1.404744e-10 1.188442e-09 8.815304e-09
[46,] 2.432358e-13 2.912259e-12 3.056587e-11 2.812316e-10 2.268453e-09
[47,] 3.879254e-14 5.053239e-13 5.769759e-12 5.774670e-11 5.066355e-10
[48,] 5.362249e-15 7.601089e-14 9.443541e-13 1.028345e-11 9.815309e-11
[49,] 6.421293e-16 9.906953e-15 1.339538e-13 1.587378e-12 1.648662e-11
[50,] 6.658711e-17 1.118333e-15 1.645961e-14 2.122984e-13 2.399758e-12
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.437993e-04 1.890116e-04 1.860653e-04 2.361935e-04 3.303401e-04
 [2,] 6.486429e-04 4.784541e-04 3.945942e-04 4.120037e-04 5.324449e-04
 [3,] 1.558912e-03 1.175987e-03 9.010781e-04 7.803547e-04 8.491458e-04
 [4,] 3.318647e-03 2.648430e-03 2.046552e-03 1.613128e-03 1.454686e-03
 [5,] 6.223563e-03 5.322284e-03 4.322551e-03 3.387714e-03 2.738439e-03
 [6,] 1.029564e-02 9.466232e-03 8.209891e-03 6.714411e-03 5.327504e-03
 [7,] 1.510722e-02 1.491416e-02 1.386473e-02 1.206389e-02 9.918105e-03
 [8,] 1.983540e-02 2.093853e-02 2.081987e-02 1.936537e-02 1.687750e-02
 [9,] 2.357440e-02 2.644719e-02 2.797171e-02 2.774693e-02 2.579371e-02
[10,] 2.569692e-02 3.042260e-02 3.396719e-02 3.571016e-02 3.533583e-02
[11,] 2.601016e-02 3.229204e-02 3.776063e-02 4.172811e-02 4.367113e-02
[12,] 2.467536e-02 3.199727e-02 3.894451e-02 4.486759e-02 4.924443e-02
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[10,] 1.047513e-02 6.599505e-03 3.716195e-03 1.861088e-03 8.261323e-04
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[23,] 5.618050e-02 4.920739e-02 4.232787e-02 3.535273e-02 2.852764e-02
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[25,] 5.599929e-02 4.840085e-02 4.063245e-02 3.322741e-02 2.648474e-02
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[35,] 1.853519e-02 2.413602e-02 3.042888e-02 3.629683e-02 4.035785e-02
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[33,] 7.075849e-03 5.677797e-03 4.012818e-03 2.489477e-03 1.353975e-03
[34,] 7.110853e-03 6.186305e-03 4.755128e-03 3.211615e-03 1.902223e-03
[35,] 6.232348e-03 5.851771e-03 4.885708e-03 3.591772e-03 2.317190e-03
[36,] 4.801779e-03 4.810390e-03 4.347102e-03 3.475080e-03 2.441385e-03
[37,] 3.338676e-03 3.463240e-03 3.355211e-03 2.908239e-03 2.223132e-03
[38,] 2.248240e-03 2.239901e-03 2.263298e-03 2.109301e-03 1.750142e-03
[39,] 1.687664e-03 1.401136e-03 1.368553e-03 1.335695e-03 1.193526e-03
[40,] 1.601612e-03 9.936687e-04 8.024196e-04 7.580921e-04 7.104758e-04
[41,] 1.831808e-03 9.242724e-04 5.447639e-04 4.200826e-04 3.797224e-04
[42,] 2.206815e-03 1.055974e-03 5.014560e-04 2.766684e-04 2.004021e-04
[43,] 2.584395e-03 1.266405e-03 5.719071e-04 2.542014e-04 1.296807e-04
[44,] 2.861097e-03 1.466046e-03 6.792095e-04 2.889390e-04 1.197274e-04
[45,] 2.967324e-03 1.595915e-03 7.733467e-04 3.382602e-04 1.353336e-04
[46,] 2.862392e-03 1.619738e-03 8.243845e-04 3.773252e-04 1.556118e-04
[47,] 2.541420e-03 1.520420e-03 8.157097e-04 3.925728e-04 1.695608e-04
[48,] 2.049926e-03 1.305126e-03 7.423264e-04 3.774419e-04 1.716956e-04
[49,] 1.482599e-03 1.011210e-03 6.138677e-04 3.318600e-04 1.599067e-04
[50,] 9.507742e-04 6.985499e-04 4.554291e-04 2.635142e-04 1.353978e-04

> 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  
    43.2880       0.5204  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7of761226497642.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]  61.33748  62.26452  63.19156  64.11860  65.04564  65.97268  66.89973
 [8]  67.82677  68.75381  69.68085  70.60789  71.53494  72.46198  73.38902
[15]  74.31606  75.24310  76.17014  77.09719  78.02423  78.95127  79.87831
[22]  80.80535  81.73240  82.65944  83.58648  84.51352  85.44056  86.36760
[29]  87.29465  88.22169  89.14873  90.07577  91.00281  91.92986  92.85690
[36]  93.78394  94.71098  95.63802  96.56506  97.49211  98.41915  99.34619
[43] 100.27323 101.20027 102.12732 103.05436 103.98140 104.90844 105.83548
[50] 106.76252

$yords
 [1]  47.22423  49.66406  52.10388  54.54371  56.98354  59.42337  61.86319
 [8]  64.30302  66.74285  69.18267  71.62250  74.06233  76.50216  78.94198
[15]  81.38181  83.82164  86.26147  88.70129  91.14112  93.58095  96.02078
[22]  98.46060 100.90043 103.34026 105.78009 108.21991 110.65974 113.09957
[29] 115.53940 117.97922 120.41905 122.85888 125.29871 127.73853 130.17836
[36] 132.61819 135.05802 137.49784 139.93767 142.37750 144.81733 147.25715
[43] 149.69698 152.13681 154.57663 157.01646 159.45629 161.89612 164.33594
[50] 166.77577

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.106753e-03 5.002885e-03 5.375966e-03 5.285005e-03 5.119301e-03
 [2,] 4.801394e-03 6.309314e-03 7.255501e-03 7.485346e-03 7.327415e-03
 [3,] 5.107506e-03 7.252811e-03 8.968091e-03 9.818714e-03 9.908503e-03
 [4,] 4.941758e-03 7.592422e-03 1.012601e-02 1.185678e-02 1.253470e-02
 [5,] 4.348173e-03 7.233693e-03 1.042763e-02 1.312720e-02 1.471353e-02
 [6,] 3.478950e-03 6.270619e-03 9.784175e-03 1.328990e-02 1.592855e-02
 [7,] 2.531029e-03 4.945017e-03 8.360273e-03 1.228317e-02 1.583729e-02
 [8,] 1.674425e-03 3.547463e-03 6.503745e-03 1.035467e-02 1.442351e-02
 [9,] 1.007356e-03 2.315168e-03 4.606034e-03 7.957970e-03 1.201322e-02
[10,] 5.511822e-04 1.374716e-03 2.969939e-03 5.575134e-03 9.143061e-03
[11,] 2.743356e-04 7.428366e-04 1.743864e-03 3.560795e-03 6.356927e-03
[12,] 1.242725e-04 3.654052e-04 9.327582e-04 2.074039e-03 4.038093e-03
[13,] 5.138845e-05 1.638119e-04 4.547844e-04 1.102332e-03 2.344633e-03
[14,] 1.981523e-05 6.736457e-05 2.026073e-04 5.352825e-04 1.245497e-03
[15,] 8.220045e-06 2.658678e-05 8.363971e-05 2.386701e-04 6.067698e-04
[16,] 6.121520e-06 1.303973e-05 3.505492e-05 1.006124e-04 2.738843e-04
[17,] 9.736485e-06 1.367018e-05 2.221535e-05 4.744523e-05 1.212580e-04
[18,] 1.893830e-05 2.499322e-05 3.100923e-05 4.086962e-05 6.878300e-05
[19,] 3.525724e-05 4.886287e-05 6.042482e-05 6.878257e-05 7.863386e-05
[20,] 6.029706e-05 8.936036e-05 1.169298e-04 1.365355e-04 1.456332e-04
[21,] 9.416960e-05 1.497734e-04 2.094888e-04 2.594754e-04 2.874533e-04
[22,] 1.341388e-04 2.293073e-04 3.437547e-04 4.545998e-04 5.341901e-04
[23,] 1.741695e-04 3.203866e-04 5.155527e-04 7.296297e-04 9.139839e-04
[24,] 2.060472e-04 4.082616e-04 7.060799e-04 1.071074e-03 1.433476e-03
[25,] 2.220085e-04 4.742297e-04 8.824851e-04 1.436835e-03 2.057937e-03
[26,] 2.177886e-04 5.019149e-04 1.005970e-03 1.760191e-03 2.701970e-03
[27,] 1.944634e-04 4.838300e-04 1.045358e-03 1.967908e-03 3.241999e-03
[28,] 1.580050e-04 4.246481e-04 9.898101e-04 2.006750e-03 3.552488e-03
[29,] 1.168001e-04 3.392443e-04 8.536367e-04 1.865528e-03 3.552761e-03
[30,] 7.853780e-05 2.466235e-04 6.703160e-04 1.580274e-03 3.240881e-03
[31,] 4.802997e-05 1.631184e-04 4.791184e-04 1.219302e-03 2.695246e-03
[32,] 2.671099e-05 9.813865e-05 3.116399e-04 8.566172e-04 2.042544e-03
[33,] 1.350724e-05 5.370076e-05 1.844238e-04 5.478091e-04 1.409959e-03
[34,] 6.210177e-06 2.672200e-05 9.927854e-05 3.188064e-04 8.862377e-04
[35,] 2.595798e-06 1.209093e-05 4.860736e-05 1.688052e-04 5.070735e-04
[36,] 9.863729e-07 4.974099e-06 2.164219e-05 8.130647e-05 2.640315e-04
[37,] 3.407163e-07 1.860377e-06 8.762055e-06 3.561867e-05 1.250860e-04
[38,] 1.069813e-07 6.325468e-07 3.225355e-06 1.419015e-05 5.390739e-05
[39,] 3.053316e-08 1.955094e-07 1.079403e-06 5.140503e-06 2.113034e-05
[40,] 7.920844e-09 5.492972e-08 3.283950e-07 1.693144e-06 7.532267e-06
[41,] 1.867657e-09 1.402803e-08 9.082274e-08 5.070130e-07 2.441506e-06
[42,] 4.002580e-10 3.256291e-09 2.283278e-08 1.380237e-07 7.195528e-07
[43,] 7.796391e-11 6.870313e-10 5.217641e-09 3.415662e-08 1.928000e-07
[44,] 1.380229e-11 1.317490e-10 1.083744e-09 7.683572e-09 4.696370e-08
[45,] 2.220797e-12 2.296304e-11 2.046009e-10 1.571101e-09 1.039936e-08
[46,] 3.247593e-13 3.637607e-12 3.510801e-11 2.920003e-10 2.093240e-09
[47,] 4.316261e-14 5.237248e-13 5.475416e-12 4.932776e-11 3.829882e-10
[48,] 5.213659e-15 6.853076e-14 7.761264e-13 7.573873e-12 6.369289e-11
[49,] 5.723557e-16 8.150075e-15 9.998829e-14 1.056957e-12 9.627785e-12
[50,] 5.710499e-17 8.809001e-16 1.170742e-14 1.340608e-13 1.322760e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.370012e-03 6.276842e-03 7.605183e-03 8.741822e-03 9.072958e-03
 [2,] 7.459792e-03 8.463213e-03 1.035424e-02 1.245846e-02 1.377286e-02
 [3,] 9.961095e-03 1.091416e-02 1.323529e-02 1.644384e-02 1.925216e-02
 [4,] 1.270707e-02 1.353226e-02 1.602860e-02 2.022195e-02 2.484743e-02
 [5,] 1.534755e-02 1.613659e-02 1.855353e-02 2.335534e-02 2.974019e-02
 [6,] 1.738721e-02 1.842084e-02 2.065758e-02 2.557594e-02 3.322728e-02
 [7,] 1.832861e-02 1.997372e-02 2.216577e-02 2.681576e-02 3.496020e-02
 [8,] 1.786880e-02 2.039249e-02 2.285095e-02 2.712683e-02 3.501510e-02
 [9,] 1.604380e-02 1.945120e-02 2.247999e-02 2.656287e-02 3.375672e-02
[10,] 1.323171e-02 1.722836e-02 2.092912e-02 2.512209e-02 3.159570e-02
[11,] 1.000859e-02 1.410955e-02 1.829545e-02 2.279445e-02 2.880242e-02
[12,] 6.938938e-03 1.065564e-02 1.492065e-02 1.966728e-02 2.548312e-02
[13,] 4.409181e-03 7.409556e-03 1.129960e-02 1.599569e-02 2.169566e-02
[14,] 2.569183e-03 4.741549e-03 7.922563e-03 1.217541e-02 1.758799e-02
[15,] 1.374789e-03 2.793677e-03 5.135478e-03 8.630330e-03 1.344760e-02
[16,] 6.786970e-04 1.519224e-03 3.079451e-03 5.684085e-03 9.634197e-03
[17,] 3.153715e-04 7.693074e-04 1.716295e-03 3.484566e-03 6.454580e-03
[18,] 1.524003e-04 3.761990e-04 9.040756e-04 2.007690e-03 4.065015e-03
[19,] 1.085010e-04 2.064655e-04 4.775311e-04 1.119554e-03 2.451151e-03
[20,] 1.517700e-04 1.826809e-04 3.051715e-04 6.560351e-04 1.479411e-03
[21,] 2.907887e-04 2.852599e-04 3.175973e-04 4.873795e-04 9.801092e-04
[22,] 5.634367e-04 5.449649e-04 5.145515e-04 5.556653e-04 8.230022e-04
[23,] 1.021113e-03 1.028676e-03 9.580573e-04 8.871852e-04 9.649449e-04
[24,] 1.704160e-03 1.814154e-03 1.751559e-03 1.583321e-03 1.465535e-03
[25,] 2.609348e-03 2.949827e-03 2.999464e-03 2.787438e-03 2.470508e-03
[26,] 3.660278e-03 4.405234e-03 4.745656e-03 4.622708e-03 4.159435e-03
[27,] 4.699551e-03 6.032472e-03 6.905184e-03 7.105621e-03 6.656468e-03
[28,] 5.518485e-03 7.567388e-03 9.222193e-03 1.006200e-02 9.919570e-03
[29,] 5.922301e-03 8.688980e-03 1.129255e-02 1.309283e-02 1.365056e-02
[30,] 5.804607e-03 9.125098e-03 1.266724e-02 1.563423e-02 1.728542e-02
[31,] 5.192683e-03 8.758718e-03 1.300679e-02 1.711671e-02 2.010688e-02
[32,] 4.237358e-03 7.678588e-03 1.221617e-02 1.716822e-02 2.146338e-02
[33,] 3.152501e-03 6.144447e-03 1.048732e-02 1.576393e-02 2.100813e-02
[34,] 2.137319e-03 4.485286e-03 8.223549e-03 1.324085e-02 1.884008e-02
[35,] 1.319956e-03 2.985198e-03 5.886264e-03 1.016633e-02 1.546880e-02
[36,] 7.422844e-04 1.810617e-03 3.843690e-03 7.130304e-03 1.161939e-02
[37,] 3.799868e-04 1.000393e-03 2.288506e-03 4.565241e-03 7.978898e-03
[38,] 1.770270e-04 5.033237e-04 1.241776e-03 2.666678e-03 5.005294e-03
[39,] 7.503882e-05 2.305272e-04 6.138177e-04 1.420341e-03 2.866527e-03
[40,] 2.893514e-05 9.609009e-05 2.763003e-04 6.894770e-04 1.497813e-03
[41,] 1.014820e-05 3.644334e-05 1.132222e-04 3.049066e-04 7.136670e-04
[42,] 3.236813e-06 1.257353e-05 4.222531e-05 1.227927e-04 3.099250e-04
[43,] 9.387787e-07 3.945713e-06 1.432864e-05 4.501919e-05 1.226177e-04
[44,] 2.475621e-07 1.126064e-06 4.423262e-06 1.502182e-05 4.417951e-05
[45,] 5.935364e-08 2.922279e-07 1.241982e-06 4.560858e-06 1.449171e-05
[46,] 1.293670e-08 6.895386e-08 3.171479e-07 1.259745e-06 4.326410e-06
[47,] 2.563246e-09 1.479246e-08 7.364326e-08 3.164893e-07 1.175284e-06
[48,] 4.616651e-10 2.884944e-09 1.554840e-08 7.231260e-08 2.904534e-07
[49,] 7.558208e-11 5.114779e-10 2.984599e-09 1.502441e-08 6.529148e-08
[50,] 1.124736e-11 8.243043e-11 5.208390e-10 2.838348e-09 1.334810e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 8.380053e-03 6.955463e-03 5.364359e-03 4.068261e-03 3.204573e-03
 [2,] 1.359862e-02 1.198004e-02 9.617888e-03 7.358871e-03 5.692719e-03
 [3,] 2.031770e-02 1.909662e-02 1.615077e-02 1.269008e-02 9.764407e-03
 [4,] 2.795584e-02 2.810058e-02 2.524443e-02 2.068562e-02 1.611256e-02
 [5,] 3.548017e-02 3.813706e-02 3.657554e-02 3.162385e-02 2.538487e-02
 [6,] 4.167024e-02 4.776952e-02 4.901580e-02 4.507383e-02 3.785103e-02
 [7,] 4.553081e-02 5.535653e-02 6.074274e-02 5.967920e-02 5.301157e-02
 [8,] 4.664925e-02 5.961368e-02 6.972602e-02 7.330534e-02 6.936897e-02
 [9,] 4.529421e-02 6.008361e-02 7.442443e-02 8.361303e-02 8.459400e-02
[10,] 4.219930e-02 5.724873e-02 7.434923e-02 8.885744e-02 9.614910e-02
[11,] 3.817292e-02 5.222142e-02 7.017858e-02 8.851734e-02 1.021456e-01
[12,] 3.377460e-02 4.620423e-02 6.335869e-02 8.340598e-02 1.020101e-01
[13,] 2.922764e-02 4.003894e-02 5.543586e-02 7.520690e-02 9.659606e-02
[14,] 2.455975e-02 3.406988e-02 4.750468e-02 6.571853e-02 8.769089e-02
[15,] 1.981868e-02 2.831542e-02 4.003645e-02 5.623721e-02 7.722380e-02
[16,] 1.519656e-02 2.275395e-02 3.307599e-02 4.736250e-02 6.662168e-02
[17,] 1.099948e-02 1.750908e-02 2.657718e-02 3.920424e-02 5.660038e-02
[18,] 7.518740e-03 1.284477e-02 2.062774e-02 3.173986e-02 4.736493e-02
[19,] 4.910207e-03 9.030958e-03 1.545994e-02 2.505632e-02 3.896192e-02
[20,] 3.154714e-03 6.205802e-03 1.131379e-02 1.936915e-02 3.151887e-02
[21,] 2.104588e-03 4.324940e-03 8.291609e-03 1.488764e-02 2.526401e-02
[22,] 1.574970e-03 3.209631e-03 6.304378e-03 1.166882e-02 2.039290e-02
[23,] 1.432501e-03 2.649823e-03 5.126389e-03 9.565613e-03 1.692190e-02
[24,] 1.652304e-03 2.506848e-03 4.512746e-03 8.291212e-03 1.463831e-02
[25,] 2.332557e-03 2.777415e-03 4.317057e-03 7.555001e-03 1.317854e-02
[26,] 3.663366e-03 3.601139e-03 4.560000e-03 7.198689e-03 1.219113e-02
[27,] 5.848393e-03 5.206907e-03 5.422935e-03 7.268088e-03 1.149903e-02
[28,] 8.986643e-03 7.803340e-03 7.163779e-03 7.985544e-03 1.117451e-02
[29,] 1.294467e-02 1.143513e-02 9.974190e-03 9.627707e-03 1.148246e-02
[30,] 1.727679e-02 1.585244e-02 1.381989e-02 1.235047e-02 1.271247e-02
[31,] 2.125801e-02 2.046118e-02 1.832667e-02 1.602737e-02 1.497476e-02
[32,] 2.405791e-02 2.441249e-02 2.277964e-02 2.017312e-02 1.805251e-02
[33,] 2.501023e-02 2.683463e-02 2.627357e-02 2.400492e-02 2.138126e-02
[34,] 2.386239e-02 2.712944e-02 2.798498e-02 2.664575e-02 2.417644e-02
[35,] 2.087887e-02 2.519892e-02 2.746106e-02 2.740662e-02 2.567074e-02
[36,] 1.674037e-02 2.148568e-02 2.479041e-02 2.603106e-02 2.537186e-02
[37,] 1.229007e-02 1.680343e-02 2.056763e-02 2.278700e-02 2.323231e-02
[38,] 8.255486e-03 1.204441e-02 1.566894e-02 1.835993e-02 1.965541e-02
[39,] 5.069952e-03 7.906196e-03 1.095182e-02 1.360158e-02 1.533739e-02
[40,] 2.844634e-03 4.748986e-03 7.017188e-03 9.256198e-03 1.102344e-02
[41,] 1.457197e-03 2.608265e-03 4.118210e-03 5.781042e-03 7.289248e-03
[42,] 6.811001e-04 1.308885e-03 2.211905e-03 3.310709e-03 4.429859e-03
[43,] 2.903099e-04 5.997259e-04 1.086407e-03 1.736976e-03 2.471728e-03
[44,] 1.127857e-04 2.507446e-04 4.875948e-04 8.341625e-04 1.264997e-03
[45,] 3.992069e-05 9.560750e-05 1.998306e-04 3.663815e-04 5.932585e-04
[46,] 1.286847e-05 3.322869e-05 7.473460e-05 1.470632e-04 2.547227e-04
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[30,] 1.913801e-01 1.829611e-01 1.669762e-01 1.441557e-01 1.176093e-01
[31,] 1.833303e-01 1.814771e-01 1.726169e-01 1.557639e-01 1.323355e-01
[32,] 1.719138e-01 1.749522e-01 1.724964e-01 1.623500e-01 1.440850e-01
[33,] 1.589855e-01 1.650717e-01 1.675144e-01 1.635831e-01 1.514375e-01
[34,] 1.456946e-01 1.532837e-01 1.589679e-01 1.599886e-01 1.537590e-01
[35,] 1.324745e-01 1.404590e-01 1.479963e-01 1.525211e-01 1.512281e-01
[36,] 1.193302e-01 1.269673e-01 1.353322e-01 1.421147e-01 1.445344e-01
[37,] 1.061407e-01 1.129684e-01 1.214033e-01 1.294787e-01 1.345069e-01
[38,] 9.280901e-02 9.864485e-02 1.065815e-01 1.151752e-01 1.219153e-01
[39,] 7.930072e-02 8.425414e-02 9.133572e-02 9.979687e-02 1.074888e-01
[40,] 6.569205e-02 7.007811e-02 7.620645e-02 8.404265e-02 9.200894e-02
[41,] 5.226053e-02 5.640426e-02 6.169855e-02 6.863955e-02 7.631814e-02
[42,] 3.952858e-02 4.357325e-02 4.822611e-02 5.421401e-02 6.121981e-02
[43,] 2.816499e-02 3.201112e-02 3.613694e-02 4.122842e-02 4.736062e-02
[44,] 1.876340e-02 2.216404e-02 2.574266e-02 2.999867e-02 3.518302e-02
[45,] 1.162674e-02 1.435199e-02 1.728586e-02 2.072608e-02 2.494703e-02
[46,] 6.683835e-03 8.640813e-03 1.085802e-02 1.348932e-02 1.676223e-02
[47,] 3.565984e-03 4.819228e-03 6.341330e-03 8.210075e-03 1.059275e-02
[48,] 1.772596e-03 2.486593e-03 3.428486e-03 4.644744e-03 6.252344e-03
[49,] 8.276020e-04 1.188602e-03 1.711825e-03 2.431419e-03 3.427029e-03
[50,] 3.674566e-04 5.288322e-04 7.890093e-04 1.174185e-03 1.736577e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 8.016165e-13 7.084616e-14 5.397256e-15 3.544864e-16 2.007818e-17
 [2,] 5.947593e-12 5.700100e-13 4.709676e-14 3.355561e-15 2.062494e-16
 [3,] 4.020561e-11 4.179033e-12 3.745557e-13 2.895724e-14 1.932288e-15
 [4,] 2.476967e-10 2.792731e-11 2.715856e-12 2.279159e-13 1.652068e-14
 [5,] 1.391167e-09 1.701766e-10 1.796199e-11 1.637069e-12 1.290039e-13
 [6,] 7.125611e-09 9.459659e-10 1.084162e-10 1.073856e-11 9.209428e-13
 [7,] 3.329961e-08 4.799376e-09 5.976126e-10 6.438889e-11 6.018388e-12
 [8,] 1.420555e-07 2.223866e-08 3.010920e-09 3.533200e-10 3.606299e-11
 [9,] 5.535505e-07 9.418827e-08 1.388029e-08 1.776898e-09 1.985537e-10
[10,] 1.971884e-06 3.649969e-07 5.862835e-08 8.205490e-09 1.007009e-09
[11,] 6.427803e-06 1.295808e-06 2.272842e-07 3.487354e-08 4.718818e-09
[12,] 1.919756e-05 4.221353e-06 8.104125e-07 1.367848e-07 2.049935e-08
[13,] 5.261660e-05 1.264437e-05 2.664641e-06 4.967150e-07 8.284603e-08
[14,] 1.326068e-04 3.491038e-05 8.103641e-06 1.675673e-06 3.124933e-07
[15,] 3.080809e-04 8.910678e-05 2.287134e-05 5.269236e-06 1.102939e-06
[16,] 6.618403e-04 2.109800e-04 6.011521e-05 1.548982e-05 3.647599e-06
[17,] 1.319502e-03 4.650935e-04 1.476277e-04 4.265364e-05 1.130310e-05
[18,] 2.451451e-03 9.580648e-04 3.395950e-04 1.101035e-04 3.277202e-05
[19,] 4.262895e-03 1.850193e-03 7.328673e-04 2.662629e-04 8.867996e-05
[20,] 6.968896e-03 3.357974e-03 1.484127e-03 6.021315e-04 2.232477e-04
[21,] 1.075447e-02 5.736032e-03 2.817719e-03 1.270003e-03 5.211287e-04
[22,] 1.572555e-02 9.227104e-03 5.006800e-03 2.491095e-03 1.124510e-03
[23,] 2.186744e-02 1.398038e-02 8.310769e-03 4.532041e-03 2.237369e-03
[24,] 2.904114e-02 1.996538e-02 1.287017e-02 7.632636e-03 4.097154e-03
[25,] 3.704923e-02 2.693934e-02 1.859849e-02 1.189097e-02 6.899476e-03
[26,] 4.577037e-02 3.452906e-02 2.514804e-02 1.715531e-02 1.068792e-02
[27,] 5.529532e-02 4.243328e-02 3.202294e-02 2.300787e-02 1.526310e-02
[28,] 6.594300e-02 5.064998e-02 3.883622e-02 2.890947e-02 2.019253e-02
[29,] 7.806340e-02 5.955665e-02 4.558613e-02 3.448420e-02 2.497538e-02
[30,] 9.166996e-02 6.971180e-02 5.274991e-02 3.979817e-02 2.932201e-02
[31,] 1.061058e-01 8.141821e-02 6.105489e-02 4.542582e-02 3.339612e-02
[32,] 1.199949e-01 9.428776e-02 7.098627e-02 5.218179e-02 3.783106e-02
[33,] 1.315805e-01 1.071059e-01 8.230082e-02 6.060503e-02 4.343193e-02
[34,] 1.392946e-01 1.181314e-01 9.386334e-02 7.047772e-02 5.067494e-02
[35,] 1.422381e-01 1.256840e-01 1.039434e-01 8.068452e-02 5.927912e-02
[36,] 1.403222e-01 1.286892e-01 1.108209e-01 8.952762e-02 6.812101e-02
[37,] 1.340699e-01 1.269038e-01 1.133636e-01 9.533528e-02 7.557316e-02
[38,] 1.242938e-01 1.207883e-01 1.112959e-01 9.703577e-02 8.009550e-02
[39,] 1.118746e-01 1.112063e-01 1.051058e-01 9.442697e-02 8.077157e-02
[40,] 9.770200e-02 9.916428e-02 9.574549e-02 8.808570e-02 7.754492e-02
[41,] 8.268240e-02 8.567254e-02 8.432740e-02 7.905621e-02 7.110747e-02
[42,] 6.770087e-02 7.168089e-02 7.191892e-02 6.851028e-02 6.257033e-02
[43,] 5.352841e-02 5.801889e-02 5.943000e-02 5.749895e-02 5.310319e-02
[44,] 4.074295e-02 4.533590e-02 4.755697e-02 4.682200e-02 4.367236e-02
[45,] 2.971431e-02 3.407725e-02 3.677167e-02 3.699649e-02 3.492060e-02
[46,] 2.063459e-02 2.450737e-02 2.735566e-02 2.829891e-02 2.717316e-02
[47,] 1.354541e-02 1.674747e-02 1.945685e-02 2.084816e-02 2.052641e-02
[48,] 8.343922e-03 1.079264e-02 1.312931e-02 1.468372e-02 1.496230e-02
[49,] 4.791221e-03 6.510703e-03 8.337534e-03 9.801802e-03 1.043373e-02
[50,] 2.550516e-03 3.652834e-03 4.945121e-03 6.147390e-03 6.892695e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 9.812310e-19 4.141190e-20 1.511603e-21 4.783955e-23 1.318032e-24
 [2,] 1.094459e-17 5.020403e-19 1.994971e-20 6.891381e-22 2.080884e-23
 [3,] 1.114114e-16 5.560568e-18 2.409592e-19 9.109349e-21 3.026569e-22
 [4,] 1.035945e-15 5.633961e-17 2.668474e-18 1.107875e-19 4.070132e-21
 [5,] 8.808649e-15 5.230395e-16 2.715968e-17 1.243767e-18 5.081648e-20
 [6,] 6.859237e-14 4.458503e-15 2.548002e-16 1.293833e-17 5.915281e-19
 [7,] 4.900517e-13 3.498745e-14 2.211027e-15 1.252213e-16 6.444278e-18
 [8,] 3.219709e-12 2.535514e-13 1.781454e-14 1.131965e-15 6.588338e-17
 [9,] 1.950862e-11 1.702941e-12 1.337906e-13 9.587490e-15 6.327430e-16
[10,] 1.093694e-10 1.064002e-11 9.397717e-13 7.621728e-14 5.703423e-15
[11,] 5.693463e-10 6.206222e-11 6.188435e-12 5.686857e-13 4.812369e-14
[12,] 2.761906e-09 3.388893e-10 3.823376e-11 3.975417e-12 3.786543e-13
[13,] 1.252346e-08 1.734943e-09 2.214197e-10 2.595358e-11 2.766385e-12
[14,] 5.318963e-08 8.326692e-09 1.199003e-09 1.576114e-10 1.868665e-11
[15,] 2.117480e-07 3.740241e-08 6.049770e-09 8.866416e-10 1.162688e-10
[16,] 7.894750e-07 1.567864e-07 2.833051e-08 4.602490e-09 6.642679e-10
[17,] 2.750640e-06 6.111313e-07 1.226533e-07 2.197212e-08 3.476101e-09
[18,] 8.927870e-06 2.206659e-06 4.892136e-07 9.620628e-08 1.662962e-08
[19,] 2.689939e-05 7.354799e-06 1.792441e-06 3.855385e-07 7.262704e-08
[20,] 7.497119e-05 2.255825e-05 6.018756e-06 1.411785e-06 2.892614e-07
[21,] 1.926805e-04 6.351140e-05 1.848892e-05 4.718428e-06 1.049880e-06
[22,] 4.554454e-04 1.638201e-04 5.189056e-05 1.438103e-05 3.470752e-06
[23,] 9.881346e-04 3.865776e-04 1.329343e-04 3.994840e-05 1.044710e-05
[24,] 1.965064e-03 8.337817e-04 3.106715e-04 1.011054e-04 2.862676e-05
[25,] 3.579393e-03 1.642880e-03 6.621514e-04 2.331039e-04 7.140404e-05
[26,] 5.972500e-03 2.957434e-03 1.287140e-03 4.896129e-04 1.621362e-04
[27,] 9.140048e-03 4.867500e-03 2.283103e-03 9.372208e-04 3.352464e-04
[28,] 1.286736e-02 7.338314e-03 3.699926e-03 1.636394e-03 6.316015e-04
[29,] 1.676340e-02 1.017312e-02 5.492050e-03 2.610676e-03 1.085585e-03
[30,] 2.042760e-02 1.306264e-02 7.504046e-03 3.818900e-03 1.706528e-03
[31,] 2.369599e-02 1.573681e-02 9.525152e-03 5.156185e-03 2.465625e-03
[32,] 2.682342e-02 1.816014e-02 1.141437e-02 6.504945e-03 3.305123e-03
[33,] 3.044626e-02 2.064790e-02 1.324060e-02 7.829323e-03 4.180815e-03
[34,] 3.527552e-02 2.378608e-02 1.534029e-02 9.265622e-03 5.127893e-03
[35,] 4.164514e-02 2.813770e-02 1.821188e-02 1.113632e-02 6.312675e-03
[36,] 4.916565e-02 3.386075e-02 2.225190e-02 1.383565e-02 8.019022e-03
[37,] 5.670662e-02 4.045307e-02 2.744925e-02 1.760453e-02 1.053792e-02
[38,] 6.275189e-02 4.679818e-02 3.321468e-02 2.229656e-02 1.398328e-02
[39,] 6.595477e-02 5.152552e-02 3.847677e-02 2.727775e-02 1.812004e-02
[40,] 6.561260e-02 5.351568e-02 4.203426e-02 3.155575e-02 2.231712e-02
[41,] 6.184752e-02 5.230043e-02 4.300344e-02 3.411258e-02 2.569337e-02
[42,] 5.546025e-02 4.817747e-02 4.113963e-02 3.428967e-02 2.741996e-02
[43,] 4.758513e-02 4.202564e-02 3.688536e-02 3.203263e-02 2.704016e-02
[44,] 3.932806e-02 3.495209e-02 3.115189e-02 2.787991e-02 2.464291e-02
[45,] 3.151893e-02 2.794818e-02 2.497100e-02 2.272307e-02 2.080508e-02
[46,] 2.462361e-02 2.167855e-02 1.918588e-02 1.747830e-02 1.634773e-02
[47,] 1.879095e-02 1.643695e-02 1.428997e-02 1.282516e-02 1.204300e-02
[48,] 1.397407e-02 1.222937e-02 1.042820e-02 9.098941e-03 8.407803e-03
[49,] 1.005698e-02 8.911494e-03 7.505400e-03 6.329968e-03 5.645109e-03
[50,] 6.934603e-03 6.310828e-03 5.324375e-03 4.363777e-03 3.708671e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.181273e-26 6.789970e-28 1.297662e-29 2.252665e-31 3.596512e-33
 [2,] 5.538344e-25 1.314374e-26 2.820556e-28 5.547237e-30 1.008161e-31
 [3,] 8.931045e-24 2.372174e-25 5.751304e-27 1.286040e-28 2.658295e-30
 [4,] 1.339872e-22 4.008508e-24 1.102968e-25 2.805657e-27 6.570638e-29
 [5,] 1.878142e-21 6.361975e-23 1.990418e-24 5.744994e-26 1.515367e-27
 [6,] 2.468534e-20 9.496553e-22 3.374235e-23 1.099551e-24 3.244445e-26
 [7,] 3.048699e-19 1.332249e-20 5.354875e-22 1.957506e-23 6.418282e-25
 [8,] 3.538616e-18 1.751805e-19 7.919575e-21 3.225953e-22 1.168390e-23
 [9,] 3.853126e-17 2.150402e-18 1.086312e-19 4.900205e-21 1.950884e-22
[10,] 3.922645e-16 2.452889e-17 1.375823e-18 6.836319e-20 2.980260e-21
[11,] 3.717650e-15 2.588152e-16 1.602759e-17 8.735172e-19 4.157637e-20
[12,] 3.265349e-14 2.515955e-15 1.712131e-16 1.020105e-17 5.289539e-19
[13,] 2.646940e-13 2.245753e-14 1.673157e-15 1.087082e-16 6.131129e-18
[14,] 1.973133e-12 1.835791e-13 1.493128e-14 1.055929e-15 6.470130e-17
[15,] 1.348681e-11 1.371565e-12 1.215218e-13 9.341365e-15 6.213308e-16
[16,] 8.433835e-11 9.351756e-12 9.011524e-13 7.522082e-14 5.427726e-15
[17,] 4.816941e-10 5.812787e-11 6.084713e-12 5.511165e-13 4.312162e-14
[18,] 2.509607e-09 3.291170e-10 3.739143e-11 3.672837e-12 3.115155e-13
[19,] 1.191623e-08 1.696494e-09 2.090507e-10 2.226020e-11 2.046085e-12
[20,] 5.153370e-08 7.958316e-09 1.063109e-09 1.226778e-10 1.221777e-11
[21,] 2.028943e-07 3.396590e-08 4.916825e-09 6.147174e-10 6.632302e-11
[22,] 7.270130e-07 1.318685e-07 2.067897e-08 2.800484e-09 3.272859e-10
[23,] 2.370417e-06 4.656602e-07 7.908350e-08 1.159916e-08 1.468167e-09
[24,] 7.031913e-06 1.495568e-06 2.750094e-07 4.367721e-08 5.987024e-09
[25,] 1.897927e-05 4.368721e-06 8.696025e-07 1.495294e-07 2.219436e-08
[26,] 4.660960e-05 1.160765e-05 2.500535e-06 4.654414e-07 7.479800e-08
[27,] 1.041730e-04 2.805761e-05 6.539500e-06 1.317405e-06 2.291887e-07
[28,] 2.119925e-04 6.172044e-05 1.555884e-05 3.391460e-06 6.386020e-07
[29,] 3.931674e-04 1.236489e-04 3.369574e-05 7.944410e-06 1.618673e-06
[30,] 6.657949e-04 2.259239e-04 6.650174e-05 1.694892e-05 3.735109e-06
[31,] 1.033319e-03 3.775840e-04 1.198846e-04 3.299502e-05 7.858447e-06
[32,] 1.480642e-03 5.806127e-04 1.983469e-04 5.883982e-05 1.512382e-05
[33,] 1.986060e-03 8.308356e-04 3.040258e-04 9.687928e-05 2.680116e-05
[34,] 2.553672e-03 1.129285e-03 4.394260e-04 1.495279e-04 4.430830e-05
[35,] 3.256120e-03 1.505252e-03 6.166869e-04 2.221419e-04 6.997158e-05
[36,] 4.259653e-03 2.042213e-03 8.730306e-04 3.298217e-04 1.094177e-04
[37,] 5.796510e-03 2.886543e-03 1.285445e-03 5.072067e-04 1.761592e-04
[38,] 8.066610e-03 4.215616e-03 1.970607e-03 8.161350e-04 2.974546e-04
[39,] 1.109248e-02 6.155867e-03 3.054836e-03 1.341743e-03 5.178731e-04
[40,] 1.459830e-02 8.673214e-03 4.609956e-03 2.167498e-03 8.944864e-04
[41,] 1.800024e-02 1.149251e-02 6.574617e-03 3.328206e-03 1.478097e-03
[42,] 2.055414e-02 1.411158e-02 8.704665e-03 4.756939e-03 2.281199e-03
[43,] 2.161778e-02 1.593777e-02 1.059926e-02 6.257615e-03 3.244726e-03
[44,] 2.090428e-02 1.650297e-02 1.181707e-02 7.534261e-03 4.225193e-03
[45,] 1.859313e-02 1.565236e-02 1.204094e-02 8.281794e-03 5.021075e-03
[46,] 1.524304e-02 1.360501e-02 1.120850e-02 8.302978e-03 5.437811e-03
[47,] 1.156297e-02 1.085506e-02 9.536094e-03 7.591057e-03 5.364254e-03
[48,] 8.167068e-03 7.973789e-03 7.424246e-03 6.331272e-03 4.819911e-03
[49,] 5.423812e-03 5.419092e-03 5.300475e-03 4.821315e-03 3.945797e-03
[50,] 3.436129e-03 3.434799e-03 3.482625e-03 3.357041e-03 2.944723e-03

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
    -18.208        1.496  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/19wpz1226497642.ps tmp/19wpz1226497642.png")
> system("convert tmp/2z8p91226497642.ps tmp/2z8p91226497642.png")
> system("convert tmp/3212o1226497642.ps tmp/3212o1226497642.png")
> system("convert tmp/4zsss1226497642.ps tmp/4zsss1226497642.png")
> system("convert tmp/5u4d41226497642.ps tmp/5u4d41226497642.png")
> system("convert tmp/68y1w1226497642.ps tmp/68y1w1226497642.png")
> system("convert tmp/7of761226497642.ps tmp/7of761226497642.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.216   1.327   2.904