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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> z <- c(93,98.4,92.6,94.6,99.5,97.6,91.3,93.6,93.1,78.4,70.2,69.3,71.1,73.5,85.9,91.5,91.8,88.3,91.3,94,99.3,96.7,88,96.7,106.8,114.3,105.7,90.1,91.6,97.7,100.8,104.6,95.9,102.7,104,107.9,113.8,113.8,123.1,125.1,137.6,134,140.3,152.1,150.6,167.3,153.2,142,154.4,158.5,180.9,181.3,172.4,192,199.3,215.4,214.3,201.5,190.5,196)
> y <- c(100.3,98.5,95.1,93.1,92.2,89,86.4,84.5,82.7,80.8,81.8,81.8,82.9,83.8,86.2,86.1,86.2,88.8,89.6,87.8,88.3,88.6,91,91.5,95.4,98.7,99.9,98.6,100.3,100.2,100.4,101.4,103,109.1,111.4,114.1,121.8,127.6,129.9,128,123.5,124,127.4,127.6,128.4,131.4,135.1,134,144.5,147.3,150.9,148.7,141.4,138.9,139.8,145.6,147.9,148.5,151.1,157.5)
> x <- c(97.4,95.3,93.6,91.5,93.1,91.7,94.3,93.9,90.9,88.3,91.3,91.7,92.4,92,95.6,95.8,96.4,99,107,109.7,116.2,115.9,113.8,112.6,113.7,115.9,110.3,111.3,113.4,108.2,104.8,106,110.9,115,118.4,121.4,128.8,131.7,141.7,142.9,139.4,134.7,125,113.6,111.5,108.5,112.3,116.6,115.5,120.1,132.9,128.1,129.3,132.5,131,124.9,120.8,122,122.1,127.4)
> par7 = 'Energiegrondst.'
> par6 = 'Industriële grondst.'
> par5 = 'Levensmiddelen'
> 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/1s60j1226572784.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/23wiw1226572784.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/3rukn1226572784.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/42dpq1226572784.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/519q71226572784.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  
    -27.699        1.237  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6e4cy1226572784.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]  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]  54.04986  57.65395  61.25803  64.86212  68.46621  72.07029  75.67438
 [8]  79.27847  82.88256  86.48664  90.09073  93.69482  97.29891 100.90299
[15] 104.50708 108.11117 111.71526 115.31934 118.92343 122.52752 126.13161
[22] 129.73569 133.33978 136.94387 140.54796 144.15204 147.75613 151.36022
[29] 154.96431 158.56839 162.17248 165.77657 169.38066 172.98474 176.58883
[36] 180.19292 183.79701 187.40109 191.00518 194.60927 198.21336 201.81744
[43] 205.42153 209.02562 212.62971 216.23379 219.83788 223.44197 227.04605
[50] 230.65014

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  1.387318e-02  1.083964e-02  8.236862e-03  9.420966e-03  9.264192e-03
 [2,]  1.595278e-02  2.238611e-02  1.602724e-02  1.406222e-02  1.648457e-02
 [3,]  9.738724e-03  2.731811e-02  3.219248e-02  2.256506e-02  2.308007e-02
 [4,]  3.155413e-03  1.789452e-02  4.128374e-02  4.183838e-02  3.112205e-02
 [5,]  5.637149e-04  6.287154e-03  2.898773e-02  5.539498e-02  5.033333e-02
 [6,]  6.425098e-05  1.262243e-03  1.111753e-02  4.159701e-02  6.678409e-02
 [7,]  6.252190e-06  1.782981e-04  2.575636e-03  1.759745e-02  5.335609e-02
 [8,]  5.602658e-07  2.317270e-05  4.695157e-04  4.872550e-03  2.527481e-02
 [9,]  3.860857e-08  2.573890e-06  8.002643e-05  1.175133e-03  8.691200e-03
[10,]  2.407799e-09  2.096812e-07  1.066747e-05  2.535498e-04  2.769695e-03
[11,]  6.181732e-10  1.594273e-08  1.023990e-06  3.969581e-05  7.279525e-04
[12,]  4.501802e-10  4.636511e-09  9.475534e-08  4.497190e-06  1.323787e-04
[13,]  2.063760e-10  3.566554e-09  3.061506e-08  5.044407e-07  1.776106e-05
[14,]  4.991769e-11  1.753745e-09  2.474094e-08  1.780913e-07  2.399944e-06
[15,]  6.282283e-12  4.564262e-10  1.303676e-08  1.503227e-07  9.134828e-07
[16,]  4.107040e-13  6.183751e-11  3.650182e-09  8.478154e-08  8.002994e-07
[17,]  1.394379e-14  4.352233e-12  5.323507e-10  2.553249e-08  4.823935e-07
[18,]  2.458445e-16  1.590824e-13  4.033723e-11  4.008317e-09  1.562135e-07
[19,]  2.250938e-18  3.019670e-15  1.587345e-12  3.269740e-10  2.639652e-08
[20,]  1.070261e-20  2.976603e-17  3.243891e-14  1.385265e-11  2.318113e-09
[21,]  2.642642e-23  1.523721e-19  3.442591e-16  3.047789e-13  1.057321e-10
[22,]  3.388519e-26  4.050537e-22  1.897264e-18  3.482265e-15  2.504467e-12
[23,]  2.256339e-29  5.591684e-25  5.429916e-21  2.066151e-17  3.080703e-14
[24,]  7.802280e-33  4.008625e-28  8.070142e-24  6.366274e-20  1.967922e-16
[25,]  1.401075e-36  1.492351e-31  6.228623e-27  1.018665e-22  6.528136e-19
[26,]  1.306544e-40  2.885157e-35  2.496466e-30  8.464480e-26  1.124588e-21
[27,]  6.327159e-45  2.896608e-39  5.196145e-34  3.652508e-29  1.006050e-24
[28,]  1.591171e-49  1.510197e-43  5.616431e-38  8.184753e-33  4.673789e-28
[29,]  2.078009e-54  4.088837e-48  3.152549e-42  9.524503e-37  1.127564e-31
[30,]  1.409291e-59  5.748953e-53  9.189378e-47  5.755749e-41  1.412655e-35
[31,]  4.963373e-65  4.197597e-58  1.391020e-51  1.806277e-45  9.190809e-40
[32,]  9.077707e-71  1.591606e-63  1.093462e-56  2.943674e-50  3.105234e-44
[33,]  8.621779e-77  3.133951e-69  4.463703e-62  2.491247e-55  5.448247e-49
[34,]  4.252486e-83  3.204599e-75  9.462635e-68  1.094886e-60  4.964140e-54
[35,]  1.089200e-89  1.701666e-81  1.041713e-73  2.498850e-66  2.348825e-59
[36,]  1.448765e-96  4.692456e-88  5.955376e-80  2.961669e-72  5.771416e-65
[37,] 1.000716e-103  6.719684e-95  1.768044e-86  1.822870e-78  7.364389e-71
[38,] 3.589604e-111 4.997125e-102  2.725836e-93  5.826364e-85  4.879933e-77
[39,] 6.686595e-119 1.929809e-109 2.182374e-100  9.670797e-92  1.679244e-83
[40,] 6.468242e-127 3.870181e-117 9.073635e-108  8.335847e-99  3.000796e-90
[41,] 3.249304e-135 4.030612e-125 1.959099e-115 3.731298e-106  2.784723e-97
[42,] 8.476511e-144 2.179885e-133 2.196615e-123 8.673471e-114 1.341993e-104
[43,] 1.148330e-152 6.122358e-142 1.279012e-131 1.047005e-121 3.358468e-112
[44,] 8.078654e-162 8.929492e-151 3.867388e-140 6.563374e-130 4.364706e-120
[45,] 2.951389e-171 6.763167e-160 6.072627e-149 2.136592e-138 2.945675e-128
[46,] 5.599535e-181 2.660181e-169 4.951909e-158 3.612040e-147 1.032407e-136
[47,] 5.516765e-191 5.433498e-179 2.096894e-167 3.170969e-156 1.878996e-145
[48,] 2.822644e-201 5.763503e-189 4.611249e-177 1.445669e-165 1.775979e-154
[49,] 7.499523e-212 3.174681e-199 5.265839e-187 3.422579e-175 8.716814e-164
[50,] 1.034788e-222 9.081405e-210 3.122882e-197 4.208007e-185 2.221855e-173
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  8.730632e-03  7.140890e-03  3.550768e-03  8.358404e-04  8.365949e-05
 [2,]  1.671942e-02  1.567182e-02  1.134469e-02  4.698871e-03  9.037565e-04
 [3,]  2.741801e-02  2.848548e-02  2.537603e-02  1.591619e-02  5.459014e-03
 [4,]  3.622283e-02  4.341454e-02  4.504860e-02  3.677323e-02  1.969814e-02
 [5,]  4.275529e-02  5.411385e-02  6.504395e-02  6.517595e-02  4.748710e-02
 [6,]  5.806718e-02  5.834138e-02  7.662500e-02  9.116931e-02  8.540833e-02
 [7,]  7.394210e-02  6.675888e-02  7.772952e-02  1.022948e-01  1.181186e-01
 [8,]  6.219686e-02  7.791127e-02  7.816895e-02  9.914009e-02  1.278737e-01
 [9,]  3.359377e-02  6.775417e-02  8.170119e-02  9.241266e-02  1.192509e-01
[10,]  1.476920e-02  4.232710e-02  7.173295e-02  8.810267e-02  1.071949e-01
[11,]  6.055179e-03  2.389356e-02  5.168340e-02  7.669287e-02  9.749305e-02
[12,]  1.878764e-03  1.209780e-02  3.641361e-02  6.182691e-02  8.403035e-02
[13,]  3.955317e-04  4.340145e-03  2.184073e-02  5.152190e-02  7.213291e-02
[14,]  6.303711e-05  1.059355e-03  8.958977e-03  3.537766e-02  6.681658e-02
[15,]  1.018221e-05  2.007903e-04  2.544560e-03  1.652222e-02  5.122683e-02
[16,]  4.135979e-06  3.845153e-05  5.729164e-04  5.481833e-03  2.723915e-02
[17,]  3.735416e-06  1.655119e-05  1.290521e-04  1.461187e-03  1.058632e-02
[18,]  2.401765e-06  1.529683e-05  5.862630e-05  3.845401e-04  3.324071e-03
[19,]  8.360016e-07  1.046573e-05  5.501404e-05  1.841179e-04  1.016746e-03
[20,]  1.520402e-07  3.913611e-06  3.992476e-05  1.739968e-04  5.136498e-04
[21,]  1.437388e-08  7.659477e-07  1.602754e-05  1.333912e-04  4.848456e-04
[22,]  7.058246e-10  7.795218e-08  3.375068e-06  5.742824e-05  3.905616e-04
[23,]  1.799953e-11  4.120947e-09  3.697469e-07  1.300836e-05  1.800669e-04
[24,]  2.383710e-13  1.131399e-10  2.104327e-08  1.533929e-06  4.385763e-05
[25,]  1.639343e-15  1.613114e-12  6.219919e-10  9.398185e-08  5.565968e-06
[26,]  5.854765e-18  1.194370e-14  9.547514e-12  2.990646e-09  3.671088e-07
[27,]  1.085854e-20  4.592361e-17  7.610647e-14  4.942259e-11  1.257652e-08
[28,]  1.045819e-23  9.169729e-20  3.150483e-16  4.241450e-13  2.237562e-10
[29,]  5.230755e-27  9.508225e-23  6.772600e-19  1.890285e-15  2.067381e-12
[30,]  1.358610e-30  5.119945e-26  7.560607e-22  4.374854e-18  9.919538e-15
[31,]  1.832519e-34  1.431706e-29  4.383095e-25  5.258029e-21  2.471644e-17
[32,]  1.283585e-38  2.079053e-33  1.319556e-28  3.281748e-24  3.198185e-20
[33,]  4.668989e-43  1.567830e-37  2.062989e-32  1.063676e-27  2.149035e-23
[34,]  8.819534e-48  6.139839e-42  1.674905e-36  1.790351e-31  7.499069e-27
[35,]  8.651436e-53  1.248633e-46  7.061611e-41  1.564902e-35  1.358914e-30
[36,]  4.407126e-58  1.318674e-51  1.546115e-45  7.103302e-40  1.278794e-34
[37,]  1.165858e-63  7.232073e-57  1.757934e-50  1.674389e-44  6.249310e-39
[38,]  1.601616e-69  2.059733e-62  1.037973e-55  2.049628e-49  1.585938e-43
[39,]  1.142599e-75  3.046363e-68  3.182676e-61  1.302917e-54  2.090082e-48
[40,]  4.233040e-82  2.339782e-74  5.067824e-67  4.301115e-60  1.430419e-53
[41,]  8.143920e-89  9.332365e-81  4.190573e-73  7.373406e-66  5.083768e-59
[42,]  8.136496e-96  1.932996e-87  1.799484e-79  6.564143e-72  9.382770e-65
[43,] 4.221474e-103  2.079184e-94  4.012780e-86  3.034664e-78  8.992888e-71
[44,] 1.137401e-110 1.161389e-101  4.646924e-93  7.285613e-85  4.476000e-77
[45,] 1.591400e-118 3.368828e-109 2.794490e-100  9.083194e-92  1.156907e-83
[46,] 1.156327e-126 5.074757e-117 8.727186e-108  5.880919e-99  1.552888e-90
[47,] 4.363064e-135 3.969736e-125 1.415325e-115 1.977256e-106  1.082414e-97
[48,] 8.549467e-144 1.612665e-133 1.191994e-123 3.452355e-114 3.918152e-105
[49,] 8.699514e-153 3.402009e-142 5.213161e-132 3.130244e-122 7.365118e-113
[50,] 4.597147e-162 3.727039e-151 1.184036e-140 1.473930e-130 7.189746e-121
              [,11]         [,12]        [,13]        [,14]        [,15]
 [1,]  3.417782e-06  5.598534e-08 3.642964e-10 9.365560e-13 9.481867e-16
 [2,]  7.355012e-05  2.440603e-06 3.246708e-08 1.715754e-10 3.582553e-13
 [3,]  8.563244e-04  5.662096e-05 1.525423e-06 1.647540e-08 7.069729e-11
 [4,]  5.568695e-03  7.112252e-04 3.817666e-05 8.346353e-07 7.316483e-09
 [5,]  2.149980e-02  4.990004e-03 5.180307e-04 2.255272e-05 3.998760e-07
 [6,]  5.454191e-02  2.070427e-02 3.931119e-03 3.311342e-04 1.167950e-05
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[35,] 2.703334e-02 2.780883e-02 2.070126e-02 2.290137e-02 2.458815e-02
[36,] 1.963338e-02 3.113478e-02 2.612164e-02 1.672979e-02 1.855725e-02
[37,] 9.939162e-03 2.405526e-02 3.369949e-02 2.248546e-02 1.280742e-02
[38,] 3.868991e-03 1.152029e-02 2.885798e-02 3.332000e-02 1.767794e-02
[39,] 1.327745e-03 3.547514e-03 1.436945e-02 3.185477e-02 2.967135e-02
[40,] 3.932443e-04 8.626177e-04 4.083966e-03 1.710538e-02 3.152400e-02
[41,] 9.236179e-05 1.996459e-04 7.377598e-04 4.988658e-03 1.841584e-02
[42,] 1.529662e-05 4.150831e-05 1.126643e-04 8.121188e-04 5.730420e-03
[43,] 1.545380e-06 6.625276e-06 1.799473e-05 8.602877e-05 9.501556e-04
[44,] 8.653022e-08 6.854503e-07 2.611688e-06 8.538951e-06 8.802083e-05
[45,] 2.574722e-09 4.055167e-08 2.699909e-07 9.701438e-07 5.567255e-06
[46,] 4.009424e-11 1.290700e-09 1.671064e-08 9.534091e-08 3.798680e-07
[47,] 3.250602e-13 2.159227e-11 5.669081e-10 6.073568e-09 3.093103e-08
[48,] 1.369734e-15 1.883364e-13 1.017624e-11 2.183940e-10 1.958107e-09
[49,] 2.998103e-18 8.542015e-16 9.545453e-14 4.198467e-12 7.391448e-11
[50,] 3.408186e-21 2.012798e-18 4.659362e-16 4.232601e-14 1.517219e-12
             [,31]        [,32]        [,33]        [,34]         [,35]
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 [9,] 2.606445e-34 5.646061e-38 4.792558e-42 1.594072e-46  2.077607e-51
[10,] 1.284247e-30 5.767342e-34 1.014921e-37 6.998550e-42  1.891034e-46
[11,] 3.286082e-27 3.059281e-30 1.116111e-33 1.595574e-37  8.938051e-42
[12,] 4.367249e-24 8.427664e-27 6.374109e-30 1.889136e-33  2.193938e-37
[13,] 3.015812e-21 1.205734e-23 1.890424e-26 1.161535e-29  2.796587e-33
[14,] 1.083747e-18 8.960627e-21 2.911621e-23 3.708700e-26  1.851183e-29
[15,] 2.038220e-16 3.461878e-18 2.329180e-20 6.149634e-23  6.363570e-26
[16,] 2.047696e-14 6.972780e-16 9.681220e-18 5.295838e-20  1.136006e-22
[17,] 1.174917e-12 7.398778e-14 2.093826e-15 2.368992e-17  1.053171e-19
[18,] 4.509699e-11 4.289614e-12 2.368917e-13 5.508950e-15  5.071234e-17
[19,] 1.352579e-09 1.511545e-10 1.429037e-11 6.677668e-13  1.268788e-14
[20,] 2.949886e-08 3.895810e-09 4.893355e-10 4.261081e-11  1.651774e-12
[21,] 3.969753e-07 7.825815e-08 1.107223e-08 1.481163e-09  1.124641e-10
[22,] 3.144751e-06 1.055061e-06 1.948573e-07 3.101938e-08  4.078133e-09
[23,] 1.587284e-05 8.528662e-06 2.529224e-06 4.698163e-07  8.355632e-08
[24,] 5.722177e-05 4.259804e-05 2.071392e-05 5.570216e-06  1.119179e-06
[25,] 1.465568e-04 1.476600e-04 1.034644e-04 4.520935e-05  1.158549e-05
[26,] 2.763363e-04 3.697019e-04 3.461504e-04 2.268591e-04  8.958759e-05
[27,] 7.700607e-04 6.336993e-04 8.416171e-04 7.383414e-04  4.488778e-04
[28,] 3.319760e-03 1.058160e-03 1.408955e-03 1.728881e-03  1.433310e-03
[29,] 9.466030e-03 3.369274e-03 1.750962e-03 2.869992e-03  3.217588e-03
[30,] 1.498149e-02 9.767753e-03 3.350334e-03 3.218243e-03  5.260533e-03
[31,] 1.594915e-02 1.620219e-02 8.974688e-03 3.716754e-03  5.818959e-03
[32,] 1.987367e-02 1.667004e-02 1.558387e-02 7.590084e-03  5.022438e-03
[33,] 2.855462e-02 1.810190e-02 1.634424e-02 1.333684e-02  6.469264e-03
[34,] 3.052788e-02 2.628121e-02 1.673919e-02 1.468929e-02  1.036318e-02
[35,] 2.549618e-02 3.082195e-02 2.501239e-02 1.543066e-02  1.203960e-02
[36,] 2.102602e-02 2.667487e-02 3.262632e-02 2.437806e-02  1.395347e-02
[37,] 1.507741e-02 2.033842e-02 3.057357e-02 3.504061e-02  2.390601e-02
[38,] 9.503330e-03 1.324463e-02 2.281386e-02 3.593035e-02  3.700963e-02
[39,] 1.268046e-02 7.218856e-03 1.356029e-02 2.764828e-02  4.095894e-02
[40,] 2.361366e-02 8.351155e-03 6.183634e-03 1.586716e-02  3.311811e-02
[41,] 2.768130e-02 1.671984e-02 5.200032e-03 6.366323e-03  1.922908e-02
[42,] 1.759627e-02 2.147261e-02 1.051413e-02 3.324697e-03  7.399605e-03
[43,] 5.905474e-03 1.482728e-02 1.468208e-02 5.890407e-03  2.493629e-03
[44,] 1.040981e-03 5.379525e-03 1.099286e-02 8.839034e-03  2.988117e-03
[45,] 9.743257e-05 1.020232e-03 4.312101e-03 7.163632e-03  4.684326e-03
[46,] 5.152602e-06 1.012903e-04 8.824636e-04 3.036974e-03  4.101016e-03
[47,] 2.017118e-07 5.346201e-06 9.416742e-05 6.710406e-04  1.878161e-03
[48,] 1.004672e-08 1.629471e-07 5.257591e-06 7.721664e-05  4.480467e-04
[49,] 5.684736e-10 4.182821e-09 1.566686e-07 4.629946e-06  5.563481e-05
[50,] 2.204720e-11 1.573226e-10 2.804641e-09 1.453076e-07  3.595629e-06
              [,36]         [,37]         [,38]         [,39]         [,40]
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[10,]  2.002204e-51  8.306901e-57  1.350467e-62  8.602942e-69  2.147496e-75
[11,]  1.961944e-46  1.687531e-51  5.687633e-57  7.511542e-63  3.887308e-69
[12,]  9.983980e-42  1.780346e-46  1.243998e-51  3.406067e-57  3.654336e-63
[13,]  2.638416e-37  9.753923e-42  1.412962e-46  8.020464e-52  1.783981e-57
[14,]  3.620751e-33  2.775043e-37  8.334048e-42  9.807543e-47  4.522577e-52
[15,]  2.580381e-29  4.100056e-33  2.552770e-37  6.228044e-42  5.954056e-47
[16,]  9.549762e-26  3.145811e-29  4.060597e-33  2.053834e-37  4.070635e-42
[17,]  1.835365e-22  1.253410e-25  3.354166e-29  3.517183e-33  1.445196e-37
[18,]  1.831862e-19  2.593491e-22  1.438828e-25  3.127910e-29  2.664533e-33
[19,]  9.495592e-17  2.786777e-19  3.205179e-22  1.444543e-25  2.551126e-29
[20,]  2.556909e-14  1.555153e-16  3.707913e-19  3.464471e-22  1.268446e-25
[21,]  3.579306e-12  4.507601e-14  2.227628e-16  4.314848e-19  3.275145e-22
[22,]  2.611917e-10  6.789187e-12  6.950835e-14  2.790838e-16  4.391580e-19
[23,]  1.003142e-08  5.321505e-10  1.126732e-11  9.374764e-14  3.058011e-16
[24,]  2.095288e-07  2.182028e-08  9.496902e-10  1.635790e-11  1.105893e-13
[25,]  2.620075e-06  4.764990e-07  4.174378e-08  1.483434e-09  2.077253e-11
[26,]  2.344125e-05  5.867558e-06  9.664501e-07  7.004187e-08  2.027391e-09
[27,]  1.643426e-04  4.686522e-05  1.217743e-05  1.731841e-06  1.029321e-07
[28,]  8.049399e-04  2.868644e-04  9.166273e-05  2.285261e-05  2.728314e-06
[29,]  2.532117e-03  1.323392e-03  4.891696e-04  1.704591e-04  3.818776e-05
[30,]  5.450368e-03  4.078338e-03  2.035872e-03  8.225722e-04  2.923455e-04
[31,]  8.661109e-03  8.439451e-03  6.028204e-03  3.007354e-03  1.343786e-03
[32,]  9.678689e-03  1.286574e-02  1.199938e-02  8.290221e-03  4.352028e-03
[33,]  7.677412e-03  1.446571e-02  1.736663e-02  1.577089e-02  1.082799e-02
[34,]  6.473090e-03  1.166384e-02  1.934501e-02  2.149464e-02  1.937675e-02
[35,]  7.830683e-03  8.122378e-03  1.635113e-02  2.323314e-02  2.467368e-02
[36,]  9.163204e-03  6.682692e-03  1.135151e-02  2.058495e-02  2.526802e-02
[37,]  1.233374e-02  6.848336e-03  7.328295e-03  1.542191e-02  2.311540e-02
[38,]  2.329626e-02  1.069295e-02  5.582269e-03  9.541485e-03  1.908604e-02
[39,]  3.788485e-02  2.232194e-02  9.097155e-03  5.453054e-03  1.251622e-02
[40,]  4.419661e-02  3.745751e-02  2.068251e-02  7.566666e-03  6.194429e-03
[41,]  3.733519e-02  4.502707e-02  3.562328e-02  1.811382e-02  6.157418e-03
[42,]  2.227258e-02  3.910304e-02  4.354157e-02  3.220595e-02  1.466265e-02
[43,]  8.651874e-03  2.383550e-02  3.826344e-02  4.004453e-02  2.718524e-02
[44,]  2.306591e-03  9.471360e-03  2.348464e-02  3.535728e-02  3.478908e-02
[45,]  1.444720e-03  2.357743e-03  9.472115e-03  2.154084e-02  3.102897e-02
[46,]  2.188910e-03  7.476200e-04  2.355514e-03  8.666505e-03  1.866425e-02
[47,]  2.061796e-03  9.081986e-04  4.719212e-04  2.175344e-03  7.357545e-03
[48,]  1.019553e-03  9.102711e-04  3.423849e-04  3.575556e-04  1.838183e-03
[49,]  2.625443e-04  4.856844e-04  3.531265e-04  1.251545e-04  2.847150e-04
[50,]  3.518064e-05  1.349753e-04  2.029878e-04  1.206938e-04  5.057656e-05
              [,41]         [,42]         [,43]         [,44]         [,45]
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[10,]  2.100553e-82  8.051010e-90  1.209171e-97 7.116118e-106 1.641028e-114
[11,]  7.882877e-76  6.263777e-83  1.950331e-90  2.379569e-98 1.137642e-106
[12,]  1.536314e-69  2.530854e-76  1.633709e-83  4.132381e-91  4.095845e-99
[13,]  1.554882e-63  5.310316e-70  7.106627e-77  3.726703e-84  7.657791e-92
[14,]  8.171997e-58  5.786106e-64  1.605331e-70  1.745264e-77  7.434896e-85
[15,]  2.230441e-52  3.274045e-58  1.883209e-64  4.244539e-71  3.748694e-78
[16,]  3.161372e-47  9.620667e-53  1.147241e-58  5.360710e-65  9.815388e-72
[17,]  2.326886e-42  1.468047e-47  3.629314e-53  3.515826e-59  1.334589e-65
[18,]  8.894165e-38  1.163337e-42  5.962465e-48  1.197469e-53  9.423671e-60
[19,]  1.765431e-33  4.787254e-38  5.086766e-43  2.117948e-48  3.455463e-54
[20,]  1.819810e-29  1.023051e-33  2.253659e-38  1.945347e-43  6.579969e-49
[21,]  9.741331e-26  1.135336e-29  5.185016e-34  9.278851e-39  6.506628e-44
[22,]  2.707947e-22  6.543056e-26  6.195006e-30  2.298377e-34  3.341325e-39
[23,]  3.909150e-19  1.958190e-22  3.843705e-26  2.956408e-30  8.910393e-35
[24,]  2.930626e-16  3.043405e-19  1.238477e-22  1.974863e-26  1.233970e-30
[25,]  1.140984e-13  2.456344e-16  2.072264e-19  6.850575e-23  8.874200e-27
[26,]  2.307222e-11  1.029591e-13  1.800677e-16  1.234091e-19  3.314233e-23
[27,]  2.423832e-09  2.241360e-11  8.125726e-14  1.154495e-16  6.427737e-20
[28,]  1.323944e-07  2.534687e-09  1.904380e-11  5.608838e-14  6.473812e-17
[29,]  3.769097e-06  1.489922e-07  2.318377e-09  1.415181e-11  3.386071e-14
[30,]  5.633723e-05  4.560185e-06  1.466757e-07  1.854686e-09  9.197820e-12
[31,]  4.520497e-04  7.304479e-05  4.828946e-06  1.263034e-07  1.297711e-09
[32,]  2.071328e-03  6.215159e-04  8.304265e-05  4.474109e-06  9.512928e-08
[33,]  6.174684e-03  2.928454e-03  7.539521e-04  8.268393e-05  3.626378e-06
[34,]  1.371430e-02  8.420158e-03  3.721662e-03  8.036940e-04  7.205916e-05
[35,]  2.262529e-02  1.699863e-02  1.072686e-02  4.199959e-03  7.512372e-04
[36,]  2.666340e-02  2.555416e-02  2.041531e-02  1.245366e-02  4.180407e-03
[37,]  2.521356e-02  2.762819e-02  2.818359e-02  2.320354e-02  1.295478e-02
[38,]  2.318112e-02  2.353074e-02  2.793352e-02  3.015880e-02  2.433019e-02
[39,]  2.104599e-02  2.088592e-02  2.106867e-02  2.776867e-02  3.068928e-02
[40,]  1.509702e-02  2.054432e-02  1.710596e-02  1.858033e-02  2.690455e-02
[41,]  7.282534e-03  1.620794e-02  1.773443e-02  1.299714e-02  1.637197e-02
[42,]  4.963401e-03  8.092689e-03  1.533127e-02  1.356133e-02  9.446307e-03
[43,]  1.079202e-02  4.032512e-03  8.131619e-03  1.273770e-02  9.233410e-03
[44,]  2.102787e-02  7.166109e-03  3.309781e-03  7.251346e-03  9.287797e-03
[45,]  2.814660e-02  1.467813e-02  4.300662e-03  2.680096e-03  5.694122e-03
[46,]  2.574092e-02  2.085898e-02  9.148034e-03  2.362800e-03  2.061789e-03
[47,]  1.540670e-02  1.991231e-02  1.395404e-02  5.057779e-03  1.217950e-03
[48,]  5.899141e-03  1.207169e-02  1.412171e-02  8.335075e-03  2.473214e-03
[49,]  1.436657e-03  4.519424e-03  8.849760e-03  9.042457e-03  4.412907e-03
[50,]  2.175202e-04  1.057790e-03  3.303063e-03  5.959026e-03  5.168291e-03
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 8.855850e-210 4.432214e-222 8.692208e-235 6.679675e-248 2.011411e-261
 [2,] 4.634232e-199 4.808436e-211 1.955009e-223 3.114653e-236 1.944423e-249
 [3,] 1.259257e-188 2.708789e-200 2.283257e-212 7.541370e-225 9.760364e-238
 [4,] 1.777082e-178 7.925083e-190 1.384902e-201 9.483097e-214 2.544495e-226
 [5,] 1.302335e-168 1.204078e-179 4.362200e-191 6.192592e-203 3.444764e-215
 [6,] 4.956333e-159 9.500098e-170 7.135337e-181 2.099989e-192 2.421807e-204
 [7,] 9.794696e-150 3.892183e-160 6.060580e-171 3.697868e-182 8.841146e-194
 [8,] 1.005250e-140 8.281558e-151 2.673429e-161 3.381750e-172 1.676233e-183
 [9,] 5.357715e-132 9.150676e-142 6.124144e-152 1.606031e-162 1.650374e-173
[10,] 1.482885e-123 5.250693e-133 7.285250e-143 3.960852e-153 8.438255e-164
[11,] 2.131237e-115 1.564500e-124 4.500264e-134 5.072439e-144 2.240348e-154
[12,] 1.590762e-107 2.420943e-116 1.443719e-125 3.373627e-135 3.089095e-145
[13,] 6.165962e-100 1.945431e-108 2.405191e-117 1.165198e-126 2.211921e-136
[14,]  1.241101e-92 8.118157e-101 2.080780e-109 2.089833e-118 8.224632e-128
[15,]  1.297323e-85  1.759275e-93 9.348420e-102 1.946522e-110 1.588180e-119
[16,]  7.042245e-79  1.979851e-86  2.181085e-94 9.415192e-103 1.592595e-111
[17,]  1.985118e-72  1.157025e-79  2.642518e-87  2.364884e-95 8.293179e-104
[18,]  2.905993e-66  3.511451e-73  1.662637e-80  3.084785e-88  2.242703e-96
[19,]  2.209102e-60  5.534049e-67  5.432364e-74  2.089544e-81  3.149441e-89
[20,]  8.721054e-55  4.529308e-61  9.217504e-68  7.350411e-75  2.296832e-82
[21,]  1.787871e-49  1.925016e-55  8.121772e-62  1.342716e-68  8.698351e-76
[22,]  1.903419e-44  4.248819e-50  3.716382e-56  1.273765e-62  1.710715e-69
[23,]  1.052320e-39  4.869861e-45  8.830876e-51  6.274918e-57  1.747155e-63
[24,]  3.021282e-35  2.898649e-40  1.089729e-45  1.605308e-51  9.266536e-58
[25,]  4.504541e-31  8.959628e-36  6.983094e-41  2.132667e-46  2.552214e-52
[26,]  3.487701e-27  1.438183e-31  2.323848e-36  1.471358e-41  3.650465e-47
[27,]  1.402323e-23  1.198831e-27  4.015933e-32  5.271481e-37  2.711425e-42
[28,]  2.928067e-20  5.189490e-24  3.604029e-28  9.807755e-33  1.045851e-37
[29,]  3.174974e-17  1.166582e-20  1.679628e-24  9.476097e-29  2.094909e-33
[30,]  1.787853e-14  1.361858e-17  4.065011e-21  4.754583e-25  2.179130e-29
[31,]  5.228436e-12  8.256187e-15  5.108998e-18  1.238851e-21  1.177129e-25
[32,]  7.941523e-10  2.599392e-12  3.334568e-15  1.676296e-18  3.302088e-22
[33,]  6.266795e-08  4.250561e-10  1.130278e-12  1.177907e-15  4.810363e-19
[34,]  2.571075e-06  3.610794e-08  1.989776e-10  4.298437e-13  3.639109e-16
[35,]  5.495047e-05  1.594450e-06  1.819628e-08  8.146602e-11  1.429714e-13
[36,]  6.150775e-04  3.666037e-05  8.648698e-07  8.020155e-09  2.917184e-11
[37,]  3.656659e-03  4.408596e-04  2.139566e-05  4.103230e-07  3.091731e-09
[38,]  1.195261e-02  2.805504e-03  2.765381e-04  1.092282e-05  1.702678e-07
[39,]  2.307300e-02  9.725736e-03  1.886047e-03  1.517809e-04  4.877641e-06
[40,]  2.898808e-02  1.953425e-02  6.957556e-03  1.110358e-03  7.288562e-05
[41,]  2.485385e-02  2.490434e-02  1.465129e-02  4.368380e-03  5.722688e-04
[42,]  1.429425e-02  2.134471e-02  1.918857e-02  9.692419e-03  2.404866e-03
[43,]  6.797912e-03  1.203826e-02  1.668941e-02  1.314437e-02  5.641345e-03
[44,]  5.658889e-03  4.940530e-03  9.480118e-03  1.171170e-02  7.964402e-03
[45,]  5.945387e-03  3.186562e-03  3.587150e-03  6.809477e-03  7.311361e-03
[46,]  3.924096e-03  3.346309e-03  1.703300e-03  2.514985e-03  4.389036e-03
[47,]  1.456889e-03  2.369885e-03  1.662218e-03  8.977827e-04  1.641927e-03
[48,]  6.077407e-04  9.244940e-04  1.253642e-03  7.344795e-04  4.773163e-04
[49,]  1.069808e-03  3.002388e-04  5.201064e-04  5.809676e-04  2.932055e-04
[50,]  2.061223e-03  4.109460e-04  1.464474e-04  2.576701e-04  2.360929e-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  
    -52.737        1.569  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7uhcd1226572784.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]  81.04595  82.45632  83.86669  85.27705  86.68742  88.09779  89.50816
 [8]  90.91853  92.32890  93.73927  95.14964  96.56001  97.97038  99.38075
[15] 100.79112 102.20149 103.61186 105.02223 106.43260 107.84297 109.25334
[22] 110.66371 112.07408 113.48445 114.89482 116.30518 117.71555 119.12592
[29] 120.53629 121.94666 123.35703 124.76740 126.17777 127.58814 128.99851
[36] 130.40888 131.81925 133.22962 134.63999 136.05036 137.46073 138.87110
[43] 140.28147 141.69184 143.10221 144.51258 145.92295 147.33331 148.74368
[50] 150.15405

$yords
 [1]  54.04986  57.65395  61.25803  64.86212  68.46621  72.07029  75.67438
 [8]  79.27847  82.88256  86.48664  90.09073  93.69482  97.29891 100.90299
[15] 104.50708 108.11117 111.71526 115.31934 118.92343 122.52752 126.13161
[22] 129.73569 133.33978 136.94387 140.54796 144.15204 147.75613 151.36022
[29] 154.96431 158.56839 162.17248 165.77657 169.38066 172.98474 176.58883
[36] 180.19292 183.79701 187.40109 191.00518 194.60927 198.21336 201.81744
[43] 205.42153 209.02562 212.62971 216.23379 219.83788 223.44197 227.04605
[50] 230.65014

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.152362e-03 5.042815e-03 5.680504e-03 6.184478e-03 6.584209e-03
 [2,] 6.403049e-03 8.163004e-03 9.326146e-03 1.010182e-02 1.079673e-02
 [3,] 8.793026e-03 1.205545e-02 1.433472e-02 1.562409e-02 1.658072e-02
 [4,] 1.061240e-02 1.592563e-02 2.021657e-02 2.271100e-02 2.407903e-02
 [5,] 1.116416e-02 1.854761e-02 2.563293e-02 3.046737e-02 3.294846e-02
 [6,] 1.018805e-02 1.886781e-02 2.876182e-02 3.695798e-02 4.183880e-02
 [7,] 8.044184e-03 1.667405e-02 2.826557e-02 3.986254e-02 4.834830e-02
 [8,] 5.489535e-03 1.276567e-02 2.418299e-02 3.779804e-02 4.997547e-02
 [9,] 3.239687e-03 8.462219e-03 1.796529e-02 3.130856e-02 4.565852e-02
[10,] 1.660407e-03 4.870356e-03 1.160107e-02 2.261896e-02 3.665473e-02
[11,] 7.509793e-04 2.462030e-03 6.567074e-03 1.433209e-02 2.590489e-02
[12,] 3.172071e-04 1.137339e-03 3.355180e-03 8.142815e-03 1.638188e-02
[13,] 1.473137e-04 5.400291e-04 1.685918e-03 4.425450e-03 9.743062e-03
[14,] 9.491697e-05 3.268095e-04 9.960415e-04 2.652294e-03 6.097860e-03
[15,] 8.280615e-05 2.732059e-04 7.933889e-04 2.040233e-03 4.636673e-03
[16,] 7.779392e-05 2.635806e-04 7.682692e-04 1.953577e-03 4.375517e-03
[17,] 6.871262e-05 2.487485e-04 7.613708e-04 1.997544e-03 4.551290e-03
[18,] 5.445504e-05 2.144969e-04 7.060004e-04 1.964597e-03 4.681339e-03
[19,] 3.809104e-05 1.648694e-04 5.913045e-04 1.774418e-03 4.505874e-03
[20,] 2.333757e-05 1.117042e-04 4.402821e-04 1.440624e-03 3.951178e-03
[21,] 1.246551e-05 6.627990e-05 2.888293e-04 1.038618e-03 3.107525e-03
[22,] 5.786127e-06 3.429034e-05 1.659374e-04 6.595754e-04 2.168945e-03
[23,] 2.328548e-06 1.542010e-05 8.314104e-05 3.668770e-04 1.333409e-03
[24,] 8.111492e-07 6.014234e-06 3.622237e-05 1.780336e-04 7.182089e-04
[25,] 2.443640e-07 2.031810e-06 1.369721e-05 7.518075e-05 3.377522e-04
[26,] 6.367304e-08 5.945038e-07 4.493662e-06 2.760334e-05 1.384741e-04
[27,] 1.438481e-08 1.510183e-07 1.281975e-06 8.830661e-06 4.958670e-05
[28,] 2.840781e-09 3.358854e-08 3.208264e-07 2.483687e-06 1.565073e-05
[29,] 5.019151e-10 6.699194e-09 7.218959e-08 6.299013e-07 4.468009e-06
[30,] 8.410136e-11 1.270343e-09 1.548944e-08 1.528297e-07 1.224203e-06
[31,] 1.499428e-11 2.555626e-10 3.520194e-09 3.924203e-08 3.547828e-07
[32,] 3.241757e-12 6.119631e-11 9.375234e-10 1.165513e-08 1.176319e-07
[33,] 8.735055e-13 1.777269e-11 2.951592e-10 3.998459e-09 4.415598e-08
[34,] 2.707831e-13 5.861807e-12 1.037384e-10 1.502031e-09 1.779722e-08
[35,] 8.791519e-14 2.040266e-12 3.854071e-11 5.939517e-10 7.482458e-09
[36,] 2.774391e-14 7.021081e-13 1.437195e-11 2.385078e-10 3.217003e-09
[37,] 8.068305e-15 2.260470e-13 5.097801e-12 9.268298e-11 1.360989e-09
[38,] 2.092014e-15 6.551165e-14 1.646671e-12 3.324990e-11 5.399185e-10
[39,] 4.750077e-16 1.671168e-14 4.712399e-13 1.065477e-11 1.932666e-10
[40,] 9.359917e-17 3.709000e-15 1.177173e-13 2.992997e-12 6.097659e-11
[41,] 1.593680e-17 7.121539e-16 2.548025e-14 7.300108e-13 1.674943e-11
[42,] 2.339966e-18 1.179817e-16 4.762249e-15 1.538931e-13 3.981599e-12
[43,] 2.960014e-19 1.684399e-17 7.672892e-16 2.797973e-14 8.167849e-13
[44,] 3.224554e-20 2.071192e-18 1.064929e-16 4.383021e-15 1.444052e-13
[45,] 3.024514e-21 2.192960e-19 1.272770e-17 5.913080e-16 2.198991e-14
[46,] 2.442395e-22 1.999069e-20 1.309728e-18 6.868726e-17 2.883448e-15
[47,] 1.697994e-23 1.568885e-21 1.160343e-19 6.869450e-18 3.255342e-16
[48,] 1.016276e-24 1.060016e-22 8.850216e-21 5.914725e-19 3.164125e-17
[49,] 5.236494e-26 6.165800e-24 5.811371e-22 4.384367e-20 2.647727e-18
[50,] 2.322861e-27 3.087599e-25 3.285178e-23 2.797924e-21 1.907440e-19
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.782021e-03 6.642377e-03 6.041760e-03 4.941841e-03 3.513109e-03
 [2,] 1.144189e-02 1.178195e-02 1.144164e-02 1.012091e-02 7.870432e-03
 [3,] 1.770917e-02 1.885593e-02 1.933599e-02 1.834455e-02 1.549792e-02
 [4,] 2.555904e-02 2.760643e-02 2.945990e-02 2.966259e-02 2.699536e-02
 [5,] 3.477996e-02 3.752367e-02 4.096976e-02 4.321259e-02 4.193118e-02
 [6,] 4.462211e-02 4.788540e-02 5.269196e-02 5.736961e-02 5.864503e-02
 [7,] 5.336374e-02 5.752841e-02 6.333833e-02 7.023197e-02 7.466421e-02
 [8,] 5.846540e-02 6.459163e-02 7.146733e-02 8.005903e-02 8.748924e-02
 [9,] 5.772201e-02 6.685778e-02 7.542921e-02 8.542260e-02 9.523833e-02
[10,] 5.077477e-02 6.291882e-02 7.380097e-02 8.528738e-02 9.690245e-02
[11,] 3.966353e-02 5.338817e-02 6.634360e-02 7.938169e-02 9.241216e-02
[12,] 2.779794e-02 4.098862e-02 5.471256e-02 6.876231e-02 8.277267e-02
[13,] 1.815256e-02 2.924209e-02 4.207552e-02 5.596119e-02 7.015358e-02
[14,] 1.206700e-02 2.075187e-02 3.170728e-02 4.425992e-02 5.757058e-02
[15,] 9.269888e-03 1.631418e-02 2.555980e-02 3.639171e-02 4.803762e-02
[16,] 8.666507e-03 1.520388e-02 2.375208e-02 3.350666e-02 4.354307e-02
[17,] 9.095486e-03 1.603769e-02 2.506347e-02 3.500897e-02 4.441621e-02
[18,] 9.668051e-03 1.746939e-02 2.779469e-02 3.917265e-02 4.941055e-02
[19,] 9.799172e-03 1.845545e-02 3.036794e-02 4.394908e-02 5.634820e-02
[20,] 9.183169e-03 1.829038e-02 3.153964e-02 4.747957e-02 6.284719e-02
[21,] 7.810502e-03 1.666370e-02 3.049225e-02 4.830348e-02 6.677732e-02
[22,] 5.950492e-03 1.374833e-02 2.701298e-02 4.555912e-02 6.651601e-02
[23,] 4.021707e-03 1.015174e-02 2.163929e-02 3.929539e-02 6.128812e-02
[24,] 2.394443e-03 6.648905e-03 1.550573e-02 3.061850e-02 5.158083e-02
[25,] 1.249919e-03 3.838371e-03 9.858476e-03 2.134153e-02 3.920975e-02
[26,] 5.707453e-04 1.946442e-03 5.534507e-03 1.321933e-02 2.669725e-02
[27,] 2.282921e-04 8.676235e-04 2.742484e-03 7.263677e-03 1.622330e-02
[28,] 8.071407e-05 3.429204e-04 1.209097e-03 3.564245e-03 8.840712e-03
[29,] 2.589259e-05 1.233435e-04 4.863742e-04 1.599064e-03 4.411484e-03
[30,] 7.994782e-06 4.278979e-05 1.888474e-04 6.917834e-04 2.116532e-03
[31,] 2.608869e-06 1.566193e-05 7.711485e-05 3.130576e-04 1.053715e-03
[32,] 9.648942e-07 6.444204e-06 3.513412e-05 1.569057e-04 5.763457e-04
[33,] 3.973596e-07 2.914076e-06 1.742729e-05 8.510684e-05 3.401210e-04
[34,] 1.725389e-07 1.368107e-06 8.869660e-06 4.701345e-05 2.038217e-04
[35,] 7.717460e-08 6.523587e-07 4.521781e-06 2.570451e-05 1.198346e-04
[36,] 3.535818e-08 3.174752e-07 2.333956e-06 1.407481e-05 6.971907e-05
[37,] 1.617712e-08 1.560381e-07 1.224744e-06 7.845269e-06 4.113123e-05
[38,] 7.059986e-09 7.446305e-08 6.347815e-07 4.384441e-06 2.460609e-05
[39,] 2.814387e-09 3.293183e-08 3.099948e-07 2.350940e-06 1.439087e-05
[40,] 9.957683e-10 1.304015e-08 1.370205e-07 1.156106e-06 7.840638e-06
[41,] 3.078119e-10 4.531839e-09 5.346681e-08 5.056765e-07 3.835735e-06
[42,] 8.248226e-11 1.368260e-09 1.817755e-08 1.934342e-07 1.649149e-06
[43,] 1.908832e-11 3.571429e-10 5.350001e-09 6.417080e-08 6.163637e-07
[44,] 3.808525e-12 8.040883e-11 1.359044e-09 1.838917e-08 1.992095e-07
[45,] 6.546121e-13 1.559907e-11 2.975580e-10 4.543709e-09 5.554244e-08
[46,] 9.689313e-14 2.606271e-12 5.611682e-11 9.672033e-10 1.334438e-08
[47,] 1.234847e-14 3.749488e-13 9.113239e-12 1.773038e-10 2.761280e-09
[48,] 1.354920e-15 4.644233e-14 1.274249e-12 2.798568e-11 4.919949e-10
[49,] 1.279912e-16 4.952522e-15 1.533951e-13 3.803091e-12 7.547503e-11
[50,] 1.040893e-17 4.546741e-16 1.589764e-14 4.449432e-13 9.968202e-12
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.111373e-03 1.052965e-03 4.308317e-04 1.436620e-04 3.888383e-05
 [2,] 5.222103e-03 2.894303e-03 1.321986e-03 4.935508e-04 1.498594e-04
 [3,] 1.129000e-02 6.925282e-03 3.520571e-03 1.468510e-03 4.994790e-04
 [4,] 2.144240e-02 1.447835e-02 8.159369e-03 3.791756e-03 1.441761e-03
 [5,] 3.600632e-02 2.657902e-02 1.651799e-02 8.519043e-03 3.611281e-03
 [6,] 5.389032e-02 4.312014e-02 2.935181e-02 1.671468e-02 7.869882e-03
 [7,] 7.258516e-02 6.232014e-02 4.607219e-02 2.877680e-02 1.497447e-02
 [8,] 8.892712e-02 8.101088e-02 6.439075e-02 4.374479e-02 2.499460e-02
 [9,] 1.001719e-01 9.573593e-02 8.089976e-02 5.917915e-02 3.682178e-02
[10,] 1.047473e-01 1.039991e-01 9.237717e-02 7.193806e-02 4.825264e-02
[11,] 1.024572e-01 1.049648e-01 9.701961e-02 7.948437e-02 5.680352e-02
[12,] 9.435813e-02 9.944890e-02 9.493151e-02 8.091272e-02 6.082344e-02
[13,] 8.254523e-02 8.948918e-02 8.781843e-02 7.714613e-02 6.020580e-02
[14,] 6.982107e-02 7.778487e-02 7.825815e-02 7.036947e-02 5.632139e-02
[15,] 5.914021e-02 6.712453e-02 6.892536e-02 6.313340e-02 5.132826e-02
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[27,] 7.835607e-03 4.509021e-03 2.113019e-03 8.013440e-04 2.450738e-04
[28,] 1.187083e-02 7.519322e-03 3.907060e-03 1.650650e-03 5.641841e-04
[29,] 1.603604e-02 1.109424e-02 6.353379e-03 2.976073e-03 1.132555e-03
[30,] 1.945907e-02 1.458742e-02 9.146666e-03 4.724421e-03 1.992565e-03
[31,] 2.132573e-02 1.720212e-02 1.173615e-02 6.646543e-03 3.090900e-03
[32,] 2.116509e-02 1.826900e-02 1.349466e-02 8.338199e-03 4.254393e-03
[33,] 1.904569e-02 1.749722e-02 1.394693e-02 9.370869e-03 5.225681e-03
[34,] 1.560267e-02 1.510757e-02 1.295757e-02 9.452736e-03 5.749637e-03
[35,] 1.182279e-02 1.177947e-02 1.080280e-02 8.549916e-03 5.671836e-03
[36,] 8.636327e-03 8.391859e-03 8.078359e-03 6.913842e-03 5.006225e-03
[37,] 6.538069e-03 5.663917e-03 5.459854e-03 4.987630e-03 3.938357e-03
[38,] 5.469562e-03 3.900785e-03 3.433495e-03 3.222868e-03 2.752015e-03
[39,] 5.000686e-03 2.983492e-03 2.153398e-03 1.906301e-03 1.710338e-03
[40,] 4.645799e-03 2.561037e-03 1.487627e-03 1.095734e-03 9.598746e-04
[41,] 4.107221e-03 2.285735e-03 1.179400e-03 6.794818e-04 5.105025e-04
[42,] 3.340865e-03 1.957649e-03 1.000819e-03 4.896227e-04 2.843521e-04
[43,] 2.471879e-03 1.541428e-03 8.267726e-04 3.902170e-04 1.837780e-04
[44,] 1.661906e-03 1.099113e-03 6.294047e-04 3.092096e-04 1.356641e-04
[45,] 1.017727e-03 7.083041e-04 4.326721e-04 2.272032e-04 1.023990e-04
[46,] 5.689361e-04 4.136247e-04 2.675787e-04 1.505895e-04 7.245385e-05
[47,] 2.905304e-04 2.195593e-04 1.492425e-04 8.945948e-05 4.629235e-05
[48,] 1.354279e-04 1.061138e-04 7.535518e-05 4.772292e-05 2.643771e-05
[49,] 5.756155e-05 4.669073e-05 3.453373e-05 2.295576e-05 1.350597e-05
[50,] 2.229152e-05 1.868512e-05 1.437377e-05 9.991392e-06 6.197815e-06

> 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  
    -78.976        1.787  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1s60j1226572784.ps tmp/1s60j1226572784.png")
> system("convert tmp/23wiw1226572784.ps tmp/23wiw1226572784.png")
> system("convert tmp/3rukn1226572784.ps tmp/3rukn1226572784.png")
> system("convert tmp/42dpq1226572784.ps tmp/42dpq1226572784.png")
> system("convert tmp/519q71226572784.ps tmp/519q71226572784.png")
> system("convert tmp/6e4cy1226572784.ps tmp/6e4cy1226572784.png")
> system("convert tmp/7uhcd1226572784.ps tmp/7uhcd1226572784.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.256   1.344   2.904