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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> z <- c(103.34,103.38,103.64,104.04,104.11,104.11,104.11,104.17,105.16,105.86,106.11,106.11,106.11,106.13,106.67,106.85,106.97,107.02,107.02,107.07,107.76,108.10,108.18,108.22,108.22,108.17,108.31,108.31,108.36,108.46,108.46,108.46,109.43,109.55,109.62,109.70,109.70,109.56,109.92,109.81,109.78,109.80,109.80,109.79,110.40,110.95,111.07,111.09,111.10,111.01,111.01,111.35,111.42,111.24,111.24,111.47,111.57,111.96,112.02,112.02)
> y <- c(103.63,103.64,103.66,103.77,103.88,103.91,103.91,103.92,104.05,104.23,104.30,104.31,104.31,104.34,104.55,104.65,104.73,104.75,104.75,104.76,104.94,105.29,105.38,105.43,105.43,105.42,105.52,105.69,105.72,105.74,105.74,105.74,105.95,106.17,106.34,106.37,106.37,106.36,106.44,106.29,106.23,106.23,106.23,106.23,106.34,106.44,106.44,106.48,106.50,106.57,106.40,106.37,106.25,106.21,106.21,106.24,106.19,106.08,106.13,106.09)
> x <- c(100.30,98.50,95.10,93.10,92.20,89.00,86.40,84.50,82.70,80.80,81.80,81.80,82.90,83.80,86.20,86.10,86.20,88.80,89.60,87.80,88.30,88.60,91.00,91.50,95.40,98.70,99.90,98.60,100.30,100.20,100.40,101.40,103.00,109.10,111.40,114.10,121.80,127.60,129.90,128.00,123.50,124.00,127.40,127.60,128.40,131.40,135.10,134.00,144.50,147.30,150.90,148.70,141.40,138.90,139.80,145.60,147.90,148.50,151.10,157.50)
> par7 = 'Indexcijfer van de consumptieprijzen: Schoeisel'
> par6 = 'Prijsindexcijfer van de totale productie'
> par5 = 'Indexcijfer van de consumptieprijzen: Bovenkleding '
> 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/freestat/rcomp/tmp/1lnu81256769338.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/freestat/rcomp/tmp/23qk81256769338.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/freestat/rcomp/tmp/35aki1256769338.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/freestat/rcomp/tmp/4g7ol1256769338.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/freestat/rcomp/tmp/5bfa21256769338.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  
   101.8460       0.0324  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6bsdk1256769338.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] 103.2549 103.3302 103.4055 103.4808 103.5561 103.6315 103.7068 103.7821
 [9] 103.8574 103.9327 104.0080 104.0833 104.1586 104.2339 104.3092 104.3846
[17] 104.4599 104.5352 104.6105 104.6858 104.7611 104.8364 104.9117 104.9870
[25] 105.0623 105.1377 105.2130 105.2883 105.3636 105.4389 105.5142 105.5895
[33] 105.6648 105.7401 105.8154 105.8908 105.9661 106.0414 106.1167 106.1920
[41] 106.2673 106.3426 106.4179 106.4932 106.5685 106.6439 106.7192 106.7945
[49] 106.8698 106.9451

$yords
 [1] 101.7336 101.9763 102.2190 102.4617 102.7044 102.9472 103.1899 103.4326
 [9] 103.6753 103.9180 104.1607 104.4034 104.6461 104.8888 105.1315 105.3743
[17] 105.6170 105.8597 106.1024 106.3451 106.5878 106.8305 107.0732 107.3159
[25] 107.5586 107.8014 108.0441 108.2868 108.5295 108.7722 109.0149 109.2576
[33] 109.5003 109.7430 109.9857 110.2285 110.4712 110.7139 110.9566 111.1993
[41] 111.4420 111.6847 111.9274 112.1701 112.4128 112.6556 112.8983 113.1410
[49] 113.3837 113.6264

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  5.162653e+00  4.964452e+00  2.820937e+00  9.298494e-01  1.759801e-01
 [2,]  4.536551e+00  7.738160e+00  8.387307e+00  5.484387e+00  2.099581e+00
 [3,]  2.234306e+00  5.855650e+00  1.058767e+01  1.268367e+01  9.449319e+00
 [4,]  6.176227e-01  2.612411e+00  7.139835e+00  1.343521e+01  1.737065e+01
 [5,]  7.489486e-02  6.014400e-01  2.822776e+00  8.214841e+00  1.602981e+01
 [6,]  3.472211e-03  5.658733e-02  5.229274e-01  2.775447e+00  8.824458e+00
 [7,]  7.302560e-05  2.097041e-03  3.816448e-02  4.044377e-01  2.454033e+00
 [8,]  1.825441e-06  5.301613e-05  1.293255e-03  2.381282e-02  2.804095e-01
 [9,]  2.281745e-07  2.221058e-06  5.156161e-05  9.841006e-04  1.531770e-02
[10,]  2.972058e-07  8.876471e-07  3.646866e-06  5.840753e-05  9.927860e-04
[11,]  2.630841e-07  1.168649e-06  3.570624e-06  9.410639e-06  7.064965e-05
[12,]  1.241945e-07  8.643133e-07  4.175570e-06  1.351680e-05  3.212812e-05
[13,]  8.111655e-08  3.804686e-07  2.574620e-06  1.349284e-05  4.698819e-05
[14,]  1.006449e-07  3.490537e-07  1.210089e-06  7.059202e-06  3.934762e-05
[15,]  5.777425e-08  3.794317e-07  1.440662e-06  4.163727e-06  1.842832e-05
[16,]  1.182801e-08  1.641662e-07  1.259959e-06  5.442229e-06  1.512410e-05
[17,]  8.740377e-10  2.515586e-08  4.086403e-07  3.672795e-06  1.836372e-05
[18,]  5.345141e-11  1.490445e-09  4.714251e-08  8.914646e-07  9.385175e-06
[19,]  3.295060e-11  2.006414e-10  2.633028e-09  7.894122e-08  1.707698e-06
[20,]  1.566455e-11  1.518547e-10  9.126749e-10  6.063589e-09  1.234197e-07
[21,]  2.788545e-12  5.536583e-11  6.211306e-10  4.095643e-09  2.020134e-08
[22,]  1.782498e-13  7.397519e-12  1.716265e-10  2.239143e-09  1.677781e-08
[23,]  4.054107e-15  3.537529e-13  1.718914e-11  4.663472e-10  7.093881e-09
[24,]  3.261434e-17  6.009229e-15  6.146576e-13  3.498110e-11  1.110396e-09
[25,]  9.233344e-20  3.605786e-17  7.795665e-15  9.349726e-13  6.234187e-11
[26,]  9.159829e-23  7.605565e-20  3.488022e-17  8.850724e-15  1.244996e-12
[27,]  3.173269e-26  5.616381e-23  5.480221e-20  2.952141e-17  8.793803e-15
[28,]  3.828745e-30  1.447323e-26  3.011876e-23  3.454178e-20  2.186006e-17
[29,]  1.605741e-34  1.298334e-30  5.772773e-27  1.412639e-23  1.904423e-20
[30,]  2.337324e-39  4.046769e-35  3.849741e-31  2.013543e-27  5.794658e-24
[31,]  1.179580e-44  4.376670e-40  8.917310e-36  9.981642e-32  6.141802e-28
[32,]  2.062329e-50  1.640798e-45  7.165326e-41  1.718120e-36  2.263036e-32
[33,]  1.248422e-56  2.130709e-51  1.995408e-46  1.025651e-41  2.894432e-37
[34,]  2.615592e-63  9.579247e-58  1.924583e-52  2.121648e-47  1.283635e-42
[35,]  1.896055e-70  1.490417e-64  6.425916e-59  1.519846e-53  1.972310e-48
[36,]  4.754552e-78  8.022921e-72  7.424580e-66  3.768599e-60  1.049327e-54
[37,]  4.123641e-86  1.493898e-79  2.967823e-73  3.233504e-67  1.932268e-61
[38,]  1.236849e-94  9.620796e-88  4.103490e-81  9.597922e-75  1.231153e-68
[39,] 1.282874e-103  2.142693e-96  1.962286e-89  9.854143e-83  2.713635e-76
[40,] 4.600989e-113 1.650169e-105  3.245013e-98  3.498955e-91  2.068760e-84
[41,] 5.705635e-123 4.394377e-115 1.855621e-107 4.296356e-100  5.454331e-93
[42,] 2.446395e-133 4.046192e-125 3.669071e-117 1.824205e-109 4.972863e-102
[43,] 3.626678e-144 1.288141e-135 2.508424e-127 2.678167e-119 1.567756e-111
[44,] 1.858850e-155 1.417879e-146 5.929414e-138 1.359493e-129 1.708983e-121
[45,] 3.294029e-167 5.395938e-158 4.845961e-149 2.386056e-140 6.441249e-132
[46,] 2.018141e-179 7.099679e-170 1.369293e-160 1.447897e-151 8.393874e-143
[47,] 4.274843e-192 3.229665e-182 1.337712e-172 3.037725e-163 3.781925e-154
[48,] 3.130560e-205 5.079386e-195 4.518208e-185 2.203430e-175 5.891247e-166
[49,] 7.926107e-219 2.761865e-208 5.276050e-198 5.525750e-188 3.172820e-178
[50,] 6.938062e-233 5.192001e-222 2.130070e-211 4.791008e-201 5.907846e-191
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  1.897369e-02  1.156967e-03  3.962957e-05  7.579904e-07  8.056538e-09
 [2,]  4.632155e-01  5.831514e-02  4.156178e-03  1.665333e-04  3.729020e-06
 [3,]  4.184175e+00  1.074433e+00  1.578274e-01  1.314084e-02  6.156334e-04
 [4,]  1.452631e+01  7.389635e+00  2.202510e+00  3.770477e-01  3.664635e-02
 [5,]  2.187204e+01  2.013079e+01  1.164230e+01  4.009192e+00  7.981639e-01
 [6,]  1.809263e+01  2.573002e+01  2.551256e+01  1.653213e+01  6.530171e+00
 [7,]  8.719537e+00  1.923699e+01  2.862444e+01  3.008825e+01  2.147905e+01
 [8,]  1.941432e+00  7.822303e+00  1.904387e+01  3.021619e+01  3.357630e+01
 [9,]  1.810916e-01  1.385348e+00  6.331813e+00  1.733115e+01  3.008595e+01
[10,]  1.223960e-02  1.218735e-01  9.290618e-01  4.664467e+00  1.440439e+01
[11,]  1.132331e-03  1.284441e-02  1.023864e-01  6.568830e-01  3.266939e+00
[12,]  1.057464e-04  1.272186e-03  1.500863e-02  1.116155e-01  5.803152e-01
[13,]  1.137233e-04  2.400168e-04  1.420728e-03  1.689422e-02  1.338227e-01
[14,]  1.487244e-04  3.796410e-04  7.184776e-04  1.900580e-03  1.756629e-02
[15,]  1.037532e-04  4.264173e-04  1.165908e-03  2.237900e-03  3.782490e-03
[16,]  4.849993e-05  2.497589e-04  1.104058e-03  3.266485e-03  6.586187e-03
[17,]  5.425659e-05  1.363493e-04  5.623332e-04  2.581281e-03  8.305010e-03
[18,]  5.473288e-05  1.814066e-04  4.123193e-04  1.241091e-03  5.480444e-03
[19,]  2.101575e-05  1.433846e-04  5.466744e-04  1.270570e-03  2.858615e-03
[20,]  2.890010e-06  4.126620e-05  3.294882e-04  1.461122e-03  3.735086e-03
[21,]  2.034402e-07  4.400697e-06  7.125231e-05  6.638189e-04  3.438886e-03
[22,]  8.030419e-08  4.344828e-07  6.357289e-06  1.091023e-04  1.173737e-03
[23,]  6.124923e-08  3.166711e-07  1.285472e-06  9.895738e-06  1.518029e-04
[24,]  1.972361e-08  1.975449e-07  1.148898e-06  4.440417e-06  1.976679e-05
[25,]  2.316349e-09  4.809071e-08  5.607459e-07  3.735034e-06  1.528727e-05
[26,]  9.728917e-11  4.232789e-09  1.027822e-07  1.398147e-06  1.076429e-05
[27,]  1.451199e-12  1.329414e-10  6.774914e-09  1.925066e-07  3.058899e-06
[28,]  7.645993e-15  1.480641e-12  1.590524e-10  9.497318e-09  3.159155e-07
[29,]  1.416197e-17  5.817486e-15  1.322270e-12  1.666035e-10  1.165982e-08
[30,]  9.184531e-21  8.026759e-18  3.873177e-15  1.033529e-12  1.527827e-10
[31,]  2.078947e-24  3.874562e-21  3.980137e-18  2.256444e-15  7.070453e-13
[32,]  1.638334e-28  6.523358e-25  1.429736e-21  1.726601e-18  1.150267e-15
[33,]  4.486608e-33  3.821878e-29  1.790240e-25  4.614845e-22  6.552686e-19
[34,]  4.263770e-38  7.778361e-34  7.797041e-30  4.297092e-26  1.302967e-22
[35,]  1.404701e-43  5.492147e-39  1.179248e-34  1.391128e-30  9.021198e-27
[36,]  1.603115e-49  1.344086e-44  6.186087e-40  1.563433e-35  2.170680e-31
[37,]  6.334369e-56  1.139318e-50  1.124559e-45  6.092968e-41  1.812679e-36
[38,]  8.662240e-63  3.343324e-57  7.079891e-52  8.227410e-47  5.247980e-42
[39,]  4.098492e-70  3.395248e-64  1.542939e-58  3.847031e-53  5.263600e-48
[40,]  6.707962e-78  1.192903e-71  1.163584e-65  6.226226e-60  1.827890e-54
[41,]  3.797241e-86  1.449769e-79  3.035775e-73  3.486802e-67  2.196961e-61
[42,]  7.433747e-95  6.093836e-88  2.739591e-81  6.755107e-75  9.136328e-69
[43,] 5.032399e-104  8.858021e-97  8.550458e-90  4.526552e-83  1.314333e-76
[44,] 1.177999e-113 4.452506e-106  9.228679e-99  1.049012e-91  6.539687e-85
[45,] 9.534521e-124 7.738748e-116 3.444341e-108 8.406842e-101  1.125322e-93
[46,] 2.668217e-134 4.650673e-126 4.444929e-118 2.329670e-110 6.696183e-103
[47,] 2.581711e-145 9.663456e-137 1.983375e-128 2.232284e-120 1.377802e-112
[48,] 8.636594e-157 6.942303e-148 3.059896e-139 7.395633e-131 9.802324e-123
[49,] 9.989061e-169 1.724352e-159 1.632169e-150 8.471589e-142 2.411256e-133
[50,] 3.994427e-181 1.480810e-171 3.010081e-162 3.355164e-153 2.050799e-144
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  4.740789e-11  1.540171e-13  2.756987e-16  2.715392e-19  1.470035e-22
 [2,]  4.643470e-08  3.203217e-10  1.220632e-12  2.564097e-15  2.964747e-18
 [3,]  1.612996e-05  2.351819e-07  1.900861e-09  8.491847e-12  2.092302e-14
 [4,]  2.005953e-03  6.145265e-05  1.048381e-06  9.921076e-09  5.192411e-11
 [5,]  9.044135e-02  5.778157e-03  2.067637e-04  4.123079e-06  4.563828e-08
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[32,] 2.364996e+01 2.144338e+01 1.514944e+01 1.587194e+01  2.027631e+01
[33,] 1.540822e+01 2.589332e+01 2.645989e+01 1.805893e+01  1.431296e+01
[34,] 7.931431e+00 1.487452e+01 2.569646e+01 2.957236e+01  2.149394e+01
[35,] 6.915648e+00 1.056764e+01 1.546927e+01 2.410695e+01  2.998060e+01
[36,] 6.325368e+00 9.866952e+00 1.463841e+01 1.838046e+01  2.317712e+01
[37,] 5.629291e+00 9.203070e+00 1.340014e+01 1.956547e+01  2.378387e+01
[38,] 2.565581e+00 7.174402e+00 1.252805e+01 1.739475e+01  2.448657e+01
[39,] 4.439910e-01 2.521759e+00 8.125650e+00 1.565954e+01  2.157369e+01
[40,] 2.766612e-02 3.284829e-01 2.178059e+00 8.135701e+00  1.769172e+01
[41,] 6.138888e-04 1.533836e-02 2.131702e-01 1.651838e+00  7.178643e+00
[42,] 4.824095e-06 2.545831e-04 7.455195e-03 1.213291e-01  1.099540e+00
[43,] 1.336392e-08 1.494331e-06 9.252560e-05 3.176649e-03  6.056081e-02
[44,] 1.299778e-11 3.088206e-09 4.055366e-07 2.946939e-05  1.186560e-03
[45,] 4.422867e-15 2.238258e-12 6.250398e-10 9.641667e-08  8.225069e-06
[46,] 5.250470e-19 5.670555e-16 3.375028e-13 1.107971e-10  2.008157e-08
[47,] 2.169575e-23 5.008354e-20 6.364913e-17 4.456215e-14  1.720113e-11
[48,] 3.115141e-28 1.538893e-24 4.181881e-21 6.254626e-18  5.151895e-15
[49,] 1.552169e-33 1.642374e-29 9.553791e-26 3.056551e-22  5.380830e-19
[50,] 2.681234e-39 6.080827e-35 7.578183e-31 5.191373e-27  1.955577e-23
              [,31]         [,32]         [,33]         [,34]         [,35]
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[10,]  2.172993e-40  4.099480e-45  4.251508e-50  2.422910e-55  7.585145e-61
[11,]  6.761350e-35  2.704366e-39  5.956095e-44  7.218922e-49  4.812540e-54
[12,]  7.721744e-30  6.497190e-34  3.017782e-38  7.731210e-43  1.091642e-47
[13,]  3.358691e-25  5.879775e-29  5.700612e-33  3.057920e-37  9.067068e-42
[14,]  5.818674e-21  2.094286e-24  4.187552e-28  4.647611e-32  2.860649e-36
[15,]  4.152033e-17  3.050887e-20  1.247241e-23  2.835590e-27  3.583400e-31
[16,]  1.223063e-13  1.837055e-16  1.534649e-19  7.129069e-23  1.841330e-26
[17,]  1.448636e-10  4.476883e-13  7.687524e-16  7.333116e-19  3.885267e-22
[18,]  6.666947e-08  4.267964e-10  1.517166e-12  2.993476e-15  3.277238e-18
[19,]  1.159549e-05  1.545051e-07  1.143104e-09  4.692791e-12  1.068445e-14
[20,]  7.482169e-04  2.080548e-05  3.214270e-07  2.756099e-09  1.310646e-11
[21,]  1.773596e-02  1.029037e-03  3.324014e-05  5.965460e-07  5.940594e-09
[22,]  1.549447e-01  1.860731e-02  1.253983e-03  4.710509e-05  9.833768e-07
[23,]  5.260328e-01  1.247505e-01  1.727075e-02  1.351086e-03  5.904980e-05
[24,]  9.451826e-01  3.436636e-01  8.960469e-02  1.418659e-02  1.285547e-03
[25,]  2.070871e+00  6.463999e-01  2.118815e-01  5.798466e-02  1.033717e-02
[26,]  5.062792e+00  1.751821e+00  4.717194e-01  1.290728e-01  3.444938e-02
[27,]  6.470151e+00  3.938068e+00  1.445293e+00  3.642918e-01  8.183751e-02
[28,]  3.402595e+00  4.055278e+00  2.796876e+00  1.126636e+00  2.864459e-01
[29,]  1.657422e+00  1.856521e+00  2.326078e+00  1.807090e+00  8.136514e-01
[30,]  4.649528e+00  1.841587e+00  1.265018e+00  1.331192e+00  1.085138e+00
[31,]  1.204262e+01  5.458441e+00  2.420535e+00  1.434496e+00  1.033268e+00
[32,]  1.905789e+01  1.217693e+01  6.010859e+00  3.242325e+00  2.269870e+00
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[34,]  1.418224e+01  1.436800e+01  1.486059e+01  1.101068e+01  6.491749e+00
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[36,]  2.832392e+01  2.525000e+01  1.678608e+01  1.377617e+01  1.461820e+01
[37,]  2.488931e+01  2.653700e+01  2.465671e+01  1.788035e+01  1.490307e+01
[38,]  3.058841e+01  2.997381e+01  2.684410e+01  2.357251e+01  1.819772e+01
[39,]  2.866980e+01  3.689173e+01  3.732407e+01  3.045211e+01  2.362947e+01
[40,]  2.529688e+01  3.171966e+01  4.091732e+01  4.441558e+01  3.671711e+01
[41,]  1.786375e+01  2.756835e+01  3.342281e+01  4.182377e+01  4.855603e+01
[42,]  5.571949e+00  1.600393e+01  2.743765e+01  3.347521e+01  3.984940e+01
[43,]  6.422247e-01  3.800365e+00  1.266476e+01  2.459090e+01  3.148876e+01
[44,]  2.650806e-02  3.290956e-01  2.276266e+00  8.829400e+00  1.965412e+01
[45,]  3.885084e-04  1.017413e-02  1.479331e-01  1.196833e+00  5.414379e+00
[46,]  2.011631e-06  1.115012e-04  3.423926e-03  5.832800e-02  5.522695e-01
[47,]  3.663964e-09  4.310999e-07  2.804813e-05  1.010258e-03  2.017071e-02
[48,]  2.338731e-12  5.855917e-10  8.094792e-08  6.183686e-06  2.613314e-04
[49,]  5.215231e-16  2.784756e-13  8.198071e-11  1.331711e-08  1.194767e-06
[50,]  4.052596e-20  4.622514e-17  2.903782e-14  1.005272e-11  1.919404e-09
              [,36]         [,37]         [,38]         [,39]         [,40]
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[11,]  1.763875e-59  3.552847e-65  3.931477e-71  2.389153e-77  7.971364e-84
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[26,]  6.719236e-03  8.020145e-04  5.490783e-05  2.109382e-06  4.511108e-08
[27,]  1.941846e-02  3.940273e-03  5.280944e-04  4.167192e-05  1.861304e-06
[28,]  5.569904e-02  1.090713e-02  2.128874e-03  3.103654e-04  2.793863e-05
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[30,]  5.413198e-01  1.599508e-01  2.963960e-02  4.119388e-03  5.712091e-04
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[32,]  1.433537e+00  6.802705e-01  2.562406e-01  7.485400e-02  1.497859e-02
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[34,]  5.148987e+00  5.639913e+00  4.650173e+00  2.287700e+00  6.519344e-01
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[39,]  1.808382e+01  1.615004e+01  1.991292e+01  2.201515e+01  1.693285e+01
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[50,]  2.022935e-07  1.177981e-05  3.793969e-04  6.767289e-03  6.699221e-02
              [,41]         [,42]         [,43]         [,44]         [,45]
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[29,]  1.660982e-05  9.903930e-07  3.347146e-08  6.316142e-10  6.617318e-12
[30,]  8.107741e-05  8.822701e-06  5.989958e-07  2.345755e-08  5.159795e-10
[31,]  3.165129e-04  3.840951e-05  4.247764e-06  3.213751e-07  1.448303e-08
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[33,]  1.130032e-02  1.403760e-03  1.261816e-04  9.772562e-06  8.311128e-07
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[36,]  6.940429e+00  2.601752e+00  5.469118e-01  6.450606e-02  4.336641e-03
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[38,]  1.059662e+01  1.437364e+01  1.270667e+01  6.455152e+00  1.844301e+00
[39,]  1.059825e+01  1.012390e+01  1.405945e+01  1.417399e+01  8.361684e+00
[40,]  1.997141e+01  1.240049e+01  9.428027e+00  1.233603e+01  1.392602e+01
[41,]  2.290059e+01  2.136005e+01  1.384063e+01  8.797968e+00  9.874693e+00
[42,]  1.532979e+01  2.000360e+01  2.049975e+01  1.430186e+01  8.251508e+00
[43,]  1.470131e+01  1.273509e+01  1.589737e+01  1.759693e+01  1.342857e+01
[44,]  2.569073e+01  1.475260e+01  1.052927e+01  1.169741e+01  1.353627e+01
[45,]  3.407163e+01  2.513402e+01  1.445793e+01  8.788203e+00  8.170527e+00
[46,]  2.521855e+01  2.742722e+01  2.231375e+01  1.341566e+01  7.360441e+00
[47,]  1.413236e+01  1.719065e+01  1.992448e+01  1.784447e+01  1.151818e+01
[48,]  7.870519e+00  9.047086e+00  1.088183e+01  1.314276e+01  1.283340e+01
[49,]  2.666205e+00  4.387917e+00  5.344685e+00  6.416914e+00  7.929923e+00
[50,]  3.699744e-01  1.158801e+00  2.175988e+00  2.877184e+00  3.515456e+00
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 3.106739e-253 7.460733e-265 9.819697e-277 7.081960e-289 2.799295e-301
 [2,] 1.186381e-238 6.118419e-250 1.729404e-261 2.678533e-273 2.273730e-285
 [3,] 1.566647e-224 1.735057e-235 1.053179e-246 3.502996e-258 6.385883e-270
 [4,] 7.154372e-211 1.701481e-221 2.217859e-232 1.584153e-243 6.201657e-255
 [5,] 1.129972e-197 5.770538e-208 1.615190e-218 2.477403e-229 2.082682e-240
 [6,] 6.173420e-185 6.769229e-195 4.068388e-205 1.339936e-215 2.418840e-226
 [7,] 1.166909e-172 2.747108e-182 3.544868e-192 2.506800e-202 9.716572e-213
 [8,] 7.633732e-161 3.857829e-170 1.068706e-179 1.622528e-189 1.350260e-199
 [9,] 1.729156e-149 1.875517e-158 1.115198e-167 3.634418e-177 6.492852e-187
[10,] 1.357290e-138 3.158673e-147 4.030275e-156 2.818810e-165 1.080823e-174
[11,] 3.696773e-128 1.844923e-136 5.049136e-145 7.575889e-154 6.232630e-163
[12,] 3.501973e-118 3.744667e-126 2.196536e-134 7.065873e-143 1.246575e-151
[13,] 1.158786e-108 2.650808e-116 3.328283e-124 2.292850e-132 8.666287e-141
[14,]  1.350099e-99 6.588780e-107 1.766583e-114 2.601019e-122 2.102641e-130
[15,]  5.620772e-91  5.822959e-98 3.319738e-105 1.040828e-112 1.793952e-120
[16,]  8.579107e-83  1.871202e-89  2.251859e-96 1.493842e-103 5.459246e-111
[17,]  4.990869e-75  2.265689e-81  5.693566e-88  7.912333e-95 6.075766e-102
[18,]  1.156438e-67  1.080624e-73  5.603892e-80  1.611835e-86  2.569810e-93
[19,]  1.096255e-60  2.099917e-66  2.232789e-72  1.317947e-78  4.318707e-85
[20,]  4.217990e-54  1.664435e-59  3.639379e-65  4.411423e-71  2.965530e-77
[21,]  6.379320e-48  5.230747e-53  2.371957e-58  5.950312e-64  8.260640e-70
[22,]  3.667864e-42  6.294127e-47  5.966036e-52  3.123873e-57  9.036397e-63
[23,]  7.828236e-37  2.823883e-41  5.623813e-46  6.182589e-51  3.751569e-56
[24,]  6.109556e-32  4.644777e-36  1.949221e-40  4.514551e-45  5.769333e-50
[25,]  1.726940e-27  2.771352e-31  2.455055e-35  1.200286e-39  3.237739e-44
[26,]  1.756173e-23  5.955364e-27  1.114949e-30  1.152111e-34  6.568958e-39
[27,]  6.393838e-20  4.585121e-23  1.815641e-26  3.968877e-30  4.787675e-34
[28,]  8.304826e-17  1.259927e-19  1.055814e-22  4.885285e-26  1.247654e-29
[29,]  3.839639e-14  1.232295e-16  2.185776e-19  2.141524e-22  1.158419e-25
[30,]  6.314732e-12  4.283561e-14  1.607717e-16  3.335333e-19  3.822048e-22
[31,]  3.705419e-10  5.294129e-12  4.198273e-14  1.843056e-16  4.473173e-19
[32,]  7.897904e-09  2.340542e-10  3.898994e-12  3.613480e-14  1.855528e-16
[33,]  6.735600e-08  3.823293e-09  1.302258e-10  2.523114e-12  2.730729e-14
[34,]  3.783790e-07  2.757440e-08  1.659114e-09  6.401292e-11  1.435760e-12
[35,]  4.169844e-06  1.955186e-07  1.118430e-08  6.576823e-10  2.795932e-11
[36,]  1.759415e-04  5.034137e-06  1.368901e-07  4.984431e-09  2.472886e-10
[37,]  1.114955e-02  4.776859e-04  1.193469e-05  1.981083e-07  3.277150e-09
[38,]  2.942769e-01  2.611547e-02  1.286938e-03  3.535962e-05  5.542721e-07
[39,]  2.785917e+00  5.194559e-01  5.392602e-02  3.105434e-03  9.900938e-05
[40,]  9.509390e+00  3.690481e+00  8.036420e-01  9.761184e-02  6.584214e-03
[41,]  1.208515e+01  9.501111e+00  4.288566e+00  1.089690e+00  1.547660e-01
[42,]  7.406357e+00  9.310222e+00  8.348122e+00  4.373684e+00  1.295384e+00
[43,]  7.600532e+00  5.385949e+00  6.425730e+00  6.460613e+00  3.916713e+00
[44,]  1.134104e+01  6.655271e+00  3.909121e+00  4.037255e+00  4.415535e+00
[45,]  9.397775e+00  8.576415e+00  5.391654e+00  2.848951e+00  2.368698e+00
[46,]  5.569280e+00  5.967685e+00  5.806159e+00  3.971189e+00  2.042843e+00
[47,]  6.058071e+00  3.782273e+00  3.536682e+00  3.533104e+00  2.634011e+00
[48,]  9.017107e+00  4.778480e+00  2.573103e+00  2.005626e+00  1.950299e+00
[49,]  8.316819e+00  6.384373e+00  3.533351e+00  1.735749e+00  1.114279e+00
[50,]  4.405217e+00  4.878402e+00  4.073937e+00  2.408804e+00  1.139321e+00

> 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  
   -154.677        2.495  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7t15s1256769338.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]  70.81905  72.79174  74.76443  76.73712  78.70982  80.68251  82.65520
 [8]  84.62789  86.60058  88.57328  90.54597  92.51866  94.49135  96.46404
[15]  98.43674 100.40943 102.38212 104.35481 106.32750 108.30019 110.27289
[22] 112.24558 114.21827 116.19096 118.16365 120.13635 122.10904 124.08173
[29] 126.05442 128.02711 129.99981 131.97250 133.94519 135.91788 137.89057
[36] 139.86326 141.83596 143.80865 145.78134 147.75403 149.72672 151.69942
[43] 153.67211 155.64480 157.61749 159.59018 161.56288 163.53557 165.50826
[50] 167.48095

$yords
 [1] 101.7336 101.9763 102.2190 102.4617 102.7044 102.9472 103.1899 103.4326
 [9] 103.6753 103.9180 104.1607 104.4034 104.6461 104.8888 105.1315 105.3743
[17] 105.6170 105.8597 106.1024 106.3451 106.5878 106.8305 107.0732 107.3159
[25] 107.5586 107.8014 108.0441 108.2868 108.5295 108.7722 109.0149 109.2576
[33] 109.5003 109.7430 109.9857 110.2285 110.4712 110.7139 110.9566 111.1993
[41] 111.4420 111.6847 111.9274 112.1701 112.4128 112.6556 112.8983 113.1410
[49] 113.3837 113.6264

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.730829e-02 2.076109e-02 2.209408e-02 2.166935e-02 2.140660e-02
 [2,] 2.374644e-02 3.196186e-02 3.812846e-02 4.035516e-02 3.900697e-02
 [3,] 2.825669e-02 4.129997e-02 5.473443e-02 6.474163e-02 6.807597e-02
 [4,] 3.120060e-02 4.731894e-02 6.708799e-02 8.711796e-02 1.017981e-01
 [5,] 3.373082e-02 5.126464e-02 7.453606e-02 1.020503e-01 1.291938e-01
 [6,] 3.653361e-02 5.461375e-02 7.938584e-02 1.105687e-01 1.457026e-01
 [7,] 4.035167e-02 5.804704e-02 8.305928e-02 1.157169e-01 1.545082e-01
 [8,] 4.675423e-02 6.300889e-02 8.639624e-02 1.184375e-01 1.584934e-01
 [9,] 5.688365e-02 7.213493e-02 9.225492e-02 1.204031e-01 1.581098e-01
[10,] 6.778812e-02 8.596806e-02 1.043959e-01 1.267230e-01 1.571278e-01
[11,] 7.108319e-02 9.773288e-02 1.212243e-01 1.416294e-01 1.633882e-01
[12,] 6.028186e-02 9.521531e-02 1.304577e-01 1.591694e-01 1.799075e-01
[13,] 3.943841e-02 7.379800e-02 1.174281e-01 1.609358e-01 1.941831e-01
[14,] 1.944985e-02 4.375861e-02 8.293326e-02 1.332001e-01 1.831835e-01
[15,] 7.146907e-03 1.947700e-02 4.450175e-02 8.550735e-02 1.388419e-01
[16,] 1.943547e-03 6.443950e-03 1.786210e-02 4.146972e-02 8.084842e-02
[17,] 3.893545e-04 1.575303e-03 5.318034e-03 1.499908e-02 3.540084e-02
[18,] 5.725923e-05 2.833511e-04 1.168203e-03 4.016548e-03 1.153036e-02
[19,] 6.164422e-06 3.737832e-05 1.886020e-04 7.925148e-04 2.775878e-03
[20,] 4.847680e-07 3.606863e-06 2.231108e-05 1.148071e-04 4.917970e-04
[21,] 2.779893e-08 2.540820e-07 1.929312e-06 1.217630e-05 6.390802e-05
[22,] 1.160930e-09 1.304578e-08 1.217247e-07 9.433764e-07 6.075402e-06
[23,] 3.527262e-11 4.876382e-10 5.595298e-09 5.330018e-08 4.216528e-07
[24,] 7.791167e-13 1.325761e-11 1.871803e-10 2.193168e-09 2.133076e-08
[25,] 1.250441e-14 2.619877e-13 4.553370e-12 6.565700e-11 7.856039e-10
[26,] 1.457623e-16 3.761233e-15 8.049660e-14 1.428999e-12 2.104513e-11
[27,] 1.233729e-18 3.921515e-17 1.033708e-15 2.259873e-14 4.097839e-13
[28,] 7.580494e-21 2.968523e-19 9.639516e-18 2.595763e-16 5.796975e-15
[29,] 3.380731e-23 1.631197e-21 6.526006e-20 2.164964e-18 5.955805e-17
[30,] 1.094247e-25 6.505799e-24 3.207123e-22 1.310920e-20 4.443312e-19
[31,] 2.570432e-28 1.883340e-26 1.144170e-24 5.763975e-23 2.408106e-21
[32,] 4.383164e-31 3.959074e-29 2.965860e-27 1.843226e-25 9.507967e-24
[33,] 5.434345e-34 6.060437e-32 5.613309e-30 4.323795e-28 2.776052e-26
[34,] 4.938179e-37 6.850756e-35 7.947278e-33 7.754538e-31 6.422877e-29
[35,] 3.419342e-40 6.103904e-38 9.354538e-36 1.250676e-33 1.482507e-31
[36,] 2.105981e-43 5.351747e-41 1.217488e-38 2.482057e-36 4.489702e-34
[37,] 1.577902e-46 6.127793e-44 2.082135e-41 6.089784e-39 1.512863e-36
[38,] 1.476634e-49 7.915617e-47 3.573857e-44 1.350470e-41 4.254328e-39
[39,] 1.263308e-52 8.603287e-50 4.874129e-47 2.294040e-44 8.962179e-42
[40,] 8.308260e-56 7.019513e-53 4.920568e-50 2.861080e-47 1.379682e-44
[41,] 4.014636e-59 4.187070e-56 3.621277e-53 2.597163e-50 1.544574e-47
[42,] 1.412129e-62 1.816348e-59 1.937224e-56 1.713310e-53 1.256512e-50
[43,] 3.609640e-66 5.725361e-63 7.530195e-60 8.212949e-57 7.428213e-54
[44,] 6.704404e-70 1.311426e-66 2.127214e-63 2.861474e-60 3.192159e-57
[45,] 9.050166e-74 2.183423e-70 4.368450e-67 7.248610e-64 9.975317e-61
[46,] 8.881724e-78 2.643271e-74 6.524146e-71 1.335594e-67 2.267790e-64
[47,] 6.339501e-82 2.327768e-78 7.089178e-75 1.790839e-71 3.752606e-68
[48,] 3.292553e-86 1.491923e-82 5.607520e-79 1.748397e-75 4.522393e-72
[49,] 1.244979e-90 6.963155e-87 3.230762e-83 1.243638e-79 3.971821e-76
[50,] 3.429335e-95 2.368089e-91 1.356717e-87 6.449417e-84 2.543959e-80
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.390870e-02 3.150011e-02 4.619836e-02 6.969831e-02 1.012884e-01
 [2,] 3.723887e-02 3.957908e-02 5.011247e-02 7.222203e-02 1.088164e-01
 [3,] 6.494867e-02 6.011661e-02 6.081558e-02 7.369844e-02 1.040874e-01
 [4,] 1.061512e-01 1.000388e-01 9.005492e-02 8.681323e-02 1.003217e-01
 [5,] 1.485038e-01 1.531753e-01 1.425872e-01 1.251716e-01 1.152169e-01
 [6,] 1.789700e-01 2.014290e-01 2.048430e-01 1.881798e-01 1.614354e-01
 [7,] 1.956024e-01 2.321728e-01 2.546451e-01 2.543304e-01 2.301719e-01
 [8,] 2.032578e-01 2.471531e-01 2.826736e-01 3.007890e-01 2.937826e-01
 [9,] 2.035786e-01 2.513704e-01 2.939522e-01 3.235206e-01 3.327706e-01
[10,] 1.974115e-01 2.447677e-01 2.917011e-01 3.288162e-01 3.483483e-01
[11,] 1.921267e-01 2.304432e-01 2.750576e-01 3.169801e-01 3.454045e-01
[12,] 1.977842e-01 2.203014e-01 2.515507e-01 2.886093e-01 3.219307e-01
[13,] 2.136253e-01 2.247350e-01 2.371087e-01 2.569687e-01 2.826466e-01
[14,] 2.196438e-01 2.366372e-01 2.394992e-01 2.397184e-01 2.459368e-01
[15,] 1.921145e-01 2.298851e-01 2.439870e-01 2.390428e-01 2.277244e-01
[16,] 1.328925e-01 1.854195e-01 2.222283e-01 2.336186e-01 2.230219e-01
[17,] 7.007565e-02 1.167292e-01 1.645267e-01 1.981048e-01 2.072745e-01
[18,] 2.767745e-02 5.566072e-02 9.404524e-02 1.341038e-01 1.626328e-01
[19,] 8.113319e-03 1.981439e-02 4.050374e-02 6.946852e-02 1.003392e-01
[20,] 1.755254e-03 5.224778e-03 1.298669e-02 2.699603e-02 4.703028e-02
[21,] 2.791326e-04 1.015363e-03 3.078873e-03 7.791251e-03 1.647668e-02
[22,] 3.252909e-05 1.448909e-04 5.372762e-04 1.660028e-03 4.278002e-03
[23,] 2.771231e-06 1.513861e-05 6.877644e-05 2.600309e-04 8.188183e-04
[24,] 1.722629e-07 1.155535e-06 6.441217e-06 2.985188e-05 1.150967e-04
[25,] 7.801828e-09 6.432436e-08 4.404362e-07 2.505478e-06 1.184691e-05
[26,] 2.571620e-10 2.607859e-09 2.195278e-08 1.534449e-07 8.909029e-07
[27,] 6.164000e-12 7.692556e-11 7.966325e-10 6.847335e-09 4.886300e-08
[28,] 1.073749e-13 1.649745e-12 2.102821e-11 2.223995e-10 1.952108e-09
[29,] 1.358775e-15 2.571047e-14 4.035326e-13 5.254368e-12 5.677094e-11
[30,] 1.248940e-17 2.911584e-16 5.630449e-15 9.034325e-14 1.203278e-12
[31,] 8.345182e-20 2.399621e-18 5.728398e-17 1.136341e-15 1.876076e-14
[32,] 4.074173e-22 1.452291e-20 4.317041e-19 1.074496e-17 2.254099e-16
[33,] 1.491292e-24 6.744827e-23 2.593141e-21 8.590567e-20 2.492915e-18
[34,] 4.575440e-27 2.849249e-25 1.575750e-23 7.811788e-22 3.465326e-20
[35,] 1.574346e-29 1.497226e-27 1.261188e-25 9.257589e-24 5.828663e-22
[36,] 7.091229e-32 9.623415e-30 1.107812e-27 1.072192e-25 8.675421e-24
[37,] 3.162564e-34 5.529976e-32 8.058558e-30 9.765684e-28 9.829164e-26
[38,] 1.114725e-36 2.426178e-34 4.382863e-32 6.568784e-30 8.165815e-28
[39,] 2.904872e-39 7.809771e-37 1.741329e-34 3.219745e-32 4.936802e-30
[40,] 5.517230e-42 1.829572e-39 5.030976e-37 1.147171e-34 2.169108e-32
[41,] 7.616985e-45 3.114841e-42 1.056250e-39 2.970173e-37 6.926108e-35
[42,] 7.641381e-48 3.853634e-45 1.611632e-42 5.589410e-40 1.607614e-37
[43,] 5.571395e-51 3.465450e-48 1.787626e-45 7.647589e-43 2.713416e-40
[44,] 2.953241e-54 2.265983e-51 1.442000e-48 7.610891e-46 3.331828e-43
[45,] 1.138540e-57 1.077817e-54 8.463048e-52 5.511958e-49 2.977828e-46
[46,] 3.193857e-61 3.731131e-58 3.615673e-55 2.906535e-52 1.938293e-49
[47,] 6.522783e-65 9.405612e-62 1.125146e-58 1.116641e-55 9.194396e-53
[48,] 9.704300e-69 1.727670e-65 2.551959e-62 3.127656e-59 3.180686e-56
[49,] 1.052451e-72 2.314011e-69 4.221800e-66 6.391686e-63 8.030533e-60
[50,] 8.326620e-77 2.261687e-73 5.098242e-70 9.537814e-67 1.480963e-63
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.344373e-01 1.569452e-01 1.577479e-01 1.353767e-01 9.936664e-02
 [2,] 1.594998e-01 2.149560e-01 2.559947e-01 2.634066e-01 2.321820e-01
 [3,] 1.565856e-01 2.316438e-01 3.171961e-01 3.855882e-01 4.064220e-01
 [4,] 1.384251e-01 2.078830e-01 3.106658e-01 4.326255e-01 5.371994e-01
 [5,] 1.265907e-01 1.700988e-01 2.549974e-01 3.854539e-01 5.465180e-01
 [6,] 1.422655e-01 1.483360e-01 1.935205e-01 2.896863e-01 4.436956e-01
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[18,] 1.209018e-06 1.581490e-07 1.739791e-08 1.606104e-09 1.241927e-10
[19,] 4.967676e-06 7.706366e-07 1.012717e-07 1.123312e-08 1.048527e-09
[20,] 1.680509e-05 3.012694e-06 4.628143e-07 6.062122e-08 6.738873e-09
[21,] 5.066551e-05 1.018601e-05 1.773010e-06 2.663509e-07 3.438264e-08
[22,] 1.425831e-04 3.190580e-05 6.172768e-06 1.034091e-06 1.500677e-07
[23,] 3.617231e-04 9.203200e-05 2.007645e-05 3.759177e-06 6.060821e-07
[24,] 7.757928e-04 2.284714e-04 5.768132e-05 1.241723e-05 2.277145e-06
[25,] 1.377553e-03 4.649211e-04 1.366473e-04 3.446983e-05 7.397079e-06
[26,] 2.113674e-03 7.848183e-04 2.617166e-04 7.668489e-05 1.937996e-05
[27,] 3.019964e-03 1.177172e-03 4.230923e-04 1.383102e-04 4.021195e-05
[28,] 4.131870e-03 1.683291e-03 6.279835e-04 2.167249e-04 6.879903e-05
[29,] 5.160490e-03 2.281865e-03 8.988503e-04 3.212695e-04 1.059358e-04
[30,] 5.600739e-03 2.754637e-03 1.193837e-03 4.574915e-04 1.573807e-04
[31,] 5.654055e-03 2.905990e-03 1.386216e-03 5.889702e-04 2.207004e-04
[32,] 7.511452e-03 3.208520e-03 1.467949e-03 6.619000e-04 2.736406e-04
[33,] 1.611126e-02 5.593349e-03 1.969596e-03 7.546737e-04 3.060474e-04
[34,] 3.781446e-02 1.377787e-02 4.442867e-03 1.345114e-03 4.196924e-04
[35,] 7.556806e-02 3.182898e-02 1.150040e-02 3.590494e-03 9.964268e-04
[36,] 1.239038e-01 6.045995e-02 2.545294e-02 9.185540e-03 2.838209e-03
[37,] 1.717572e-01 9.478961e-02 4.585634e-02 1.924386e-02 6.944147e-03
[38,] 2.125944e-01 1.282999e-01 6.918383e-02 3.296965e-02 1.372805e-02
[39,] 2.502312e-01 1.594068e-01 9.241719e-02 4.829444e-02 2.250412e-02
[40,] 2.959581e-01 1.933265e-01 1.165586e-01 6.441406e-02 3.235421e-02
[41,] 3.569684e-01 2.382502e-01 1.466095e-01 8.332131e-02 4.360701e-02
[42,] 4.162344e-01 2.933332e-01 1.870734e-01 1.089481e-01 5.833560e-02
[43,] 4.336986e-01 3.352458e-01 2.308402e-01 1.421817e-01 7.901693e-02
[44,] 3.889991e-01 3.327974e-01 2.544904e-01 1.725667e-01 1.037132e-01
[45,] 3.079983e-01 2.841155e-01 2.395443e-01 1.813977e-01 1.217470e-01
[46,] 2.276033e-01 2.189766e-01 1.960571e-01 1.619757e-01 1.212086e-01
[47,] 1.581589e-01 1.605166e-01 1.488914e-01 1.285169e-01 1.032425e-01
[48,] 9.636935e-02 1.091208e-01 1.084178e-01 9.712425e-02 8.046555e-02
[49,] 4.731861e-02 6.296230e-02 7.128324e-02 6.986313e-02 6.077763e-02
[50,] 1.773572e-02 2.853353e-02 3.847166e-02 4.380625e-02 4.268695e-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  
   98.43399      0.08997  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1lnu81256769338.ps tmp/1lnu81256769338.png")
> system("convert tmp/23qk81256769338.ps tmp/23qk81256769338.png")
> system("convert tmp/35aki1256769338.ps tmp/35aki1256769338.png")
> system("convert tmp/4g7ol1256769338.ps tmp/4g7ol1256769338.png")
> system("convert tmp/5bfa21256769338.ps tmp/5bfa21256769338.png")
> system("convert tmp/6bsdk1256769338.ps tmp/6bsdk1256769338.png")
> system("convert tmp/7t15s1256769338.ps tmp/7t15s1256769338.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.129   2.104   3.645