R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(283.042,276.687,277.915,277.128,277.103,275.037,270.150,267.140,264.993,287.259,291.186,292.300,288.186,281.477,282.656,280.190,280.408,276.836,275.216,274.352,271.311,289.802,290.726,292.300,278.506,269.826,265.861,269.034,264.176,255.198,253.353,246.057,235.372,258.556,260.993,254.663,250.643,243.422,247.105,248.541,245.039,237.080,237.085,225.554,226.839,247.934,248.333,246.969,245.098,246.263,255.765,264.319,268.347,273.046,273.963,267.430,271.993,292.710,295.881,293.299)
> y <- c(111.632,106.707,108.827,108.413,106.249,104.861,102.382,100.320,100.228,117.089,121.523,114.948,112.831,107.605,108.928,101.993,102.850,99.925,101.536,99.450,98.305,110.159,109.483,106.810,96.279,91.982,90.276,90.999,86.622,83.117,80.367,77.550,77.443,92.844,92.175,84.822,81.632,78.872,81.485,80.651,78.192,76.844,76.335,71.415,73.889,86.822,86.371,83.469,82.662,82.880,89.406,95.378,97.657,100.247,99.180,97.493,101.628,114.585,115.669,111.311)
> x <- c(123.560,122.117,121.782,121.789,122.273,121.683,119.869,118.873,117.607,122.783,124.454,127.064,125.166,124.554,124.272,128.836,127.408,126.420,124.465,124.526,124.379,130.189,132.196,134.893,132.709,129.955,127.947,130.369,129.852,124.278,126.141,121.743,110.898,117.707,120.738,121.445,120.439,116.313,117.173,119.773,119.639,113.006,113.776,107.866,106.924,114.562,115.367,116.602,114.393,115.140,117.623,119.361,120.527,121.660,122.852,119.325,119.151,126.494,127.832,128.780)
> par7 = 'Werkloosheid België'
> par6 = 'Werkloosheid Vlaanderen'
> par5 = 'Werkloosheid Wallonië'
> 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1hg0y1257282912.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/22ww91257282912.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3ad2y1257282912.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4ek7o1257282912.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5zw5y1257282912.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
    -64.346        1.313  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/69k851257282912.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]  63.42415  64.77292  66.12169  67.47046  68.81923  70.16800  71.51677
 [8]  72.86554  74.21430  75.56307  76.91184  78.26061  79.60938  80.95815
[15]  82.30692  83.65569  85.00446  86.35323  87.70200  89.05077  90.39954
[22]  91.74831  93.09708  94.44585  95.79462  97.14338  98.49215  99.84092
[29] 101.18969 102.53846 103.88723 105.23600 106.58477 107.93354 109.28231
[36] 110.63108 111.97985 113.32862 114.67739 116.02616 117.37493 118.72370
[43] 120.07246 121.42123 122.77000 124.11877 125.46754 126.81631 128.16508
[50] 129.51385

$yords
 [1] 214.1528 216.0534 217.9540 219.8546 221.7552 223.6558 225.5564 227.4570
 [9] 229.3576 231.2582 233.1588 235.0594 236.9600 238.8606 240.7612 242.6618
[17] 244.5624 246.4630 248.3636 250.2642 252.1648 254.0654 255.9660 257.8666
[25] 259.7672 261.6678 263.5684 265.4690 267.3696 269.2702 271.1708 273.0714
[33] 274.9720 276.8726 278.7732 280.6738 282.5744 284.4750 286.3756 288.2762
[41] 290.1768 292.0774 293.9780 295.8786 297.7792 299.6798 301.5804 303.4810
[49] 305.3816 307.2822

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  1.538662e-02  1.271397e-02  7.611631e-03  4.548332e-03  2.829328e-03
 [2,]  1.710570e-02  2.292461e-02  1.906363e-02  1.225630e-02  8.024628e-03
 [3,]  1.113171e-02  2.462155e-02  3.226157e-02  2.726167e-02  1.899176e-02
 [4,]  4.107839e-03  1.559232e-02  3.336798e-02  4.295989e-02  3.730005e-02
 [5,]  8.050545e-04  5.586723e-03  2.052447e-02  4.261001e-02  5.424971e-02
 [6,]  7.924129e-05  1.057765e-03  7.130934e-03  2.539486e-02  5.132194e-02
 [7,]  3.794400e-06  1.002184e-04  1.303378e-03  8.542834e-03  2.954538e-02
 [8,]  8.706958e-08  4.610377e-06  1.188232e-04  1.506159e-03  9.606639e-03
 [9,]  9.512425e-10  1.015489e-07  5.250703e-06  1.320726e-04  1.632321e-03
[10,]  4.934399e-12  1.064514e-09  1.110050e-07  5.605148e-06  1.376220e-04
[11,]  1.213969e-14  5.297565e-12  1.116496e-09  1.137286e-07  5.608513e-06
[12,]  1.415834e-17  1.250270e-14  5.330401e-12  1.097519e-09  1.092088e-07
[13,]  7.826443e-21  1.398778e-17  1.206806e-14  5.026729e-12  1.011145e-09
[14,]  2.050370e-24  7.417169e-21  1.295161e-17  1.091724e-14  4.442777e-12
[15,]  2.545679e-28  1.863986e-24  6.587962e-21  1.123934e-17  9.256155e-15
[16,]  1.497853e-32  2.219965e-28  1.588139e-24  5.484068e-21  9.141058e-18
[17,]  4.176630e-37  1.252978e-32  1.814363e-28  1.268158e-24  4.278520e-21
[18,]  5.519220e-42  3.351475e-37  9.823291e-33  1.389778e-28  9.490774e-25
[19,]  3.456431e-47  4.248415e-42  2.520511e-37  7.218009e-33  9.977322e-29
[20,]  1.025836e-52  2.552204e-47  3.064901e-42  1.776584e-37  4.970776e-33
[21,]  1.443341e-58  7.267974e-53  1.766562e-47  2.072621e-42  1.173781e-37
[22,]  9.664166e-65  9.840693e-59  4.837825e-53  1.148216e-47  1.315631e-42
[23,]  3.221179e-71  6.564617e-65  6.474113e-59  3.088261e-53  7.122597e-48
[24,]  7.892271e-78  2.994854e-71  5.560973e-65  5.047671e-59  2.237026e-53
[25,]  3.210829e-84  2.187743e-77  7.241729e-71  1.165989e-64  9.144045e-59
[26,]  1.192636e-90  1.604637e-83  1.042809e-76  3.273943e-70  4.966793e-64
[27,]  2.293324e-97  6.231327e-90  8.173067e-83  5.174707e-76  1.581582e-69
[28,] 2.105980e-104  1.158052e-96  3.073747e-89  3.937999e-82  2.435292e-75
[29,] 9.171027e-112 1.020765e-103  5.484007e-96  1.422116e-88  1.780070e-81
[30,] 1.892734e-119 4.264202e-111 4.637144e-103  2.434041e-95  6.166940e-88
[31,] 1.851208e-127 8.441981e-119 1.858224e-110 1.974315e-102  1.012510e-94
[32,] 8.580505e-136 7.920328e-127 3.528889e-118 7.589224e-110 7.878096e-102
[33,] 1.884788e-144 3.521551e-135 3.175923e-126 1.382517e-117 2.904928e-109
[34,] 1.962024e-153 7.420221e-144 1.354546e-134 1.193536e-125 5.076232e-117
[35,] 9.679172e-163 7.409549e-153 2.737851e-143 4.883064e-134 4.203776e-125
[36,] 2.262893e-172 3.506377e-162 2.622514e-152 9.467635e-143 1.649794e-133
[37,] 2.507187e-182 7.863615e-172 1.190481e-161 8.699353e-152 3.068429e-142
[38,] 1.316427e-192 8.357441e-182 2.561029e-171 3.788089e-161 2.704522e-151
[39,] 3.275659e-203 4.209364e-192 2.610951e-181 7.817097e-171 1.129684e-160
[40,] 3.862717e-214 1.004735e-202 1.261464e-191 7.644742e-181 2.236224e-170
[41,] 2.158634e-225 1.136525e-213 2.888306e-202 3.543008e-191 2.097808e-180
[42,] 5.716854e-237 6.092535e-225 3.134033e-213 7.781684e-202 9.326273e-191
[43,] 7.175112e-249 1.547785e-236 1.611600e-224 8.099688e-213 1.964916e-201
[44,] 4.267675e-261 1.863436e-248 3.927372e-236 3.995344e-224 1.961873e-212
[45,] 1.202947e-273 1.063190e-260 4.535649e-248 9.339694e-236 9.283043e-224
[46,] 1.606915e-286 2.874737e-273 2.482378e-260 1.034671e-247 2.081618e-235
[47,] 1.017258e-299 3.683643e-286 6.438555e-273 5.432050e-260 2.212094e-247
[48,] 3.051862e-313 2.236929e-299 7.914145e-286 1.351513e-272 1.114041e-259
[49,]  0.000000e+00 6.437477e-313 4.610082e-299 1.593551e-285 2.658815e-272
[50,]  0.000000e+00  0.000000e+00 1.272639e-312 8.904382e-299 3.007231e-285
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  2.189387e-03  2.149550e-03  1.689028e-03  9.034072e-04  3.647552e-04
 [2,]  5.298716e-03  4.315604e-03  4.254241e-03  3.295706e-03  1.769445e-03
 [3,]  1.350660e-02  9.417196e-03  8.036566e-03  7.931034e-03  6.063414e-03
 [4,]  2.832779e-02  2.167110e-02  1.588803e-02  1.414009e-02  1.393545e-02
 [5,]  4.899095e-02  4.066695e-02  3.313905e-02  2.545637e-02  2.351054e-02
 [6,]  6.514765e-02  6.197543e-02  5.617637e-02  4.831404e-02  3.875274e-02
 [7,]  5.838811e-02  7.466302e-02  7.576214e-02  7.467098e-02  6.721116e-02
 [8,]  3.234127e-02  6.287495e-02  8.203349e-02  8.979196e-02  9.555283e-02
 [9,]  1.014266e-02  3.334016e-02  6.428621e-02  8.691514e-02  1.035187e-01
[10,]  1.659258e-03  1.005831e-02  3.242143e-02  6.270783e-02  8.946225e-02
[11,]  1.344450e-04  1.582260e-03  9.376268e-03  2.982438e-02  5.878487e-02
[12,]  5.260283e-06  1.231465e-04  1.415985e-03  8.227982e-03  2.607872e-02
[13,]  9.829047e-08  4.624771e-06  1.057792e-04  1.190060e-03  6.815068e-03
[14,]  8.731078e-10  8.291699e-08  3.811848e-06  8.523971e-05  9.406218e-04
[15,]  3.680199e-12  7.066167e-10  6.556655e-08  2.946056e-06  6.448874e-05
[16,]  7.355157e-15  2.857208e-12  5.360225e-10  4.860673e-08  2.136116e-06
[17,]  6.967812e-18  5.477815e-15  2.079181e-12  3.811842e-10  3.379685e-08
[18,]  3.128484e-21  4.978039e-18  3.823974e-15  1.418447e-12  2.542496e-10
[19,]  6.657114e-25  2.144114e-21  3.333769e-18  2.502884e-15  9.078273e-13
[20,]  6.713382e-29  4.376783e-25  1.377555e-21  2.093677e-18  1.537512e-15
[21,]  3.208800e-33  4.234594e-29  2.698084e-25  8.302732e-22  1.234977e-18
[22,]  7.277578e-38  1.943619e-33  2.506635e-29  1.561850e-25  4.707211e-22
[23,]  7.940262e-43  4.278055e-38  1.114088e-33  1.403171e-29  8.561106e-26
[24,]  4.834397e-48  5.088614e-43  2.606580e-38  6.497085e-34  7.892297e-30
[25,]  3.497784e-53  6.536044e-48  5.975434e-43  2.678184e-38  5.904155e-34
[26,]  3.642068e-58  1.291441e-52  2.215363e-47  1.840052e-42  7.410500e-38
[27,]  2.333535e-63  1.662233e-57  5.716149e-52  9.491012e-47  7.610237e-42
[28,]  7.269346e-69  1.047450e-62  7.284841e-57  2.445597e-51  3.963127e-46
[29,]  1.075484e-74  3.136607e-68  4.415262e-62  2.999985e-56  9.838974e-51
[30,]  7.541820e-81  4.452177e-74  1.268548e-67  1.744642e-61  1.158167e-55
[31,]  2.506378e-87  2.994918e-80  1.727270e-73  4.808395e-67  6.461076e-61
[32,]  3.947387e-94  9.547512e-87  1.114568e-79  6.280401e-73  1.708177e-66
[33,] 2.946218e-101  1.442406e-93  3.408356e-86  3.887469e-79  2.140195e-72
[34,] 1.042106e-108 1.032707e-100  4.939415e-93  1.140351e-85  1.270767e-78
[35,] 1.746832e-116 3.503955e-108 3.392329e-100  1.585266e-92  3.575779e-85
[36,] 1.387658e-124 5.634196e-116 1.104111e-107  1.044378e-99  4.768342e-92
[37,] 5.224079e-133 4.293400e-124 1.703032e-115 3.260686e-107  3.013419e-99
[38,] 9.320200e-142 1.550455e-132 1.244863e-123 4.824461e-115 9.024860e-107
[39,] 7.880117e-151 2.653437e-141 4.312335e-132 3.382834e-123 1.280895e-114
[40,] 3.157419e-160 2.152041e-150 7.079381e-141 1.124099e-131 8.615459e-123
[41,] 5.995476e-170 8.271500e-160 5.507698e-150 1.770193e-140 2.746221e-131
[42,] 5.395196e-180 1.506642e-169 2.030659e-159 1.321078e-149 4.148436e-140
[43,] 2.300827e-190 1.300556e-179 3.548110e-169 4.672287e-159 2.969796e-149
[44,] 4.649990e-201 5.320339e-190 2.937977e-179 7.831085e-169 1.007535e-158
[45,] 4.453614e-212 1.031436e-200 1.152902e-189 6.220236e-179 1.619892e-168
[46,] 2.021456e-223 9.476241e-212 2.144012e-200 2.341440e-189 1.234250e-178
[47,] 4.348185e-235 4.125932e-223 1.889532e-211 4.176871e-200 4.456690e-189
[48,] 4.432479e-247 8.513397e-235 7.891801e-223 3.531132e-211 7.626342e-200
[49,] 2.141285e-259 8.324784e-247 1.562023e-234 1.414706e-222 6.184571e-211
[50,] 4.902238e-272 3.857759e-259 1.465179e-246 2.686028e-234 2.376813e-222
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  1.147224e-04  2.337179e-05  2.662056e-06  1.655148e-07  5.833403e-09
 [2,]  7.356247e-04  2.367796e-04  4.855517e-05  5.581965e-06  3.567413e-07
 [3,]  3.277424e-03  1.404039e-03  4.616030e-04  9.545077e-05  1.114879e-05
 [4,]  1.052754e-02  5.745682e-03  2.536946e-03  8.508009e-04  1.779718e-04
 [5,]  2.309331e-02  1.726636e-02  9.542091e-03  4.341771e-03  1.484689e-03
 [6,]  3.694990e-02  3.612063e-02  2.677946e-02  1.502581e-02  7.043404e-03
 [7,]  5.607819e-02  5.491035e-02  5.337037e-02  3.932168e-02  2.245775e-02
 [8,]  8.932389e-02  7.717433e-02  7.719302e-02  7.456488e-02  5.473172e-02
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[12,]  5.353525e-02  9.016198e-02  1.389650e-01  1.801674e-01  1.819615e-01
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[33,]  5.687277e-66  7.295104e-60  4.516598e-54  1.349761e-48  1.947053e-43
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[41,] 2.056434e-122 7.433183e-114 1.296829e-105  1.092082e-97  4.439216e-90
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[50,] 1.015182e-210 2.093046e-199 2.082842e-188 1.000457e-177 2.319660e-167
              [,16]         [,17]         [,18]         [,19]         [,20]
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[50,] 3.195853e-74 1.185145e-67 2.121359e-61 1.832850e-55 7.643697e-50
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[50,]  6.720481e-09  4.487191e-07  1.447941e-05  2.261513e-04  1.715561e-03
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 3.750273e-201 2.701301e-212 9.394558e-224 1.577370e-235 1.278568e-247
 [2,] 5.289860e-190 7.712709e-201 5.429490e-212 1.845280e-223 3.027588e-235
 [3,] 3.536050e-179 1.043599e-189 1.487079e-200 1.023018e-211 3.397520e-223
 [4,] 1.120174e-168 6.691949e-179 1.930197e-189 2.687799e-200 1.806838e-211
 [5,] 1.681689e-158 2.033595e-168 1.187303e-178 3.346589e-189 4.553747e-200
 [6,] 1.196462e-148 2.928659e-158 3.461098e-168 1.974696e-178 5.438893e-189
 [7,] 4.034083e-139 1.998783e-148 4.781439e-158 5.521925e-168 3.078537e-178
 [8,] 6.445900e-130 6.464801e-139 3.130370e-148 7.317671e-158 8.257916e-168
 [9,] 4.881071e-121 9.909168e-130 9.712366e-139 4.595656e-148 1.049757e-157
[10,] 1.751587e-112 7.197863e-121 1.428033e-129 1.367747e-138 6.323972e-148
[11,] 2.978854e-104 2.477827e-112 9.950680e-121 1.929146e-129 1.805480e-138
[12,]  2.400820e-96 4.042323e-104 3.285940e-112 1.289486e-120 2.442799e-129
[13,]  9.169866e-89  3.125242e-96 5.142317e-104 4.084706e-112 1.566300e-120
[14,]  1.659814e-81  1.145062e-88  3.813737e-96 6.131930e-104 4.759427e-112
[15,]  1.423801e-74  1.988235e-81  1.340403e-88  4.362408e-96 6.853726e-104
[16,]  5.788070e-68  1.636063e-74  2.232613e-81  1.470782e-88  4.677261e-96
[17,]  1.115101e-61  6.380101e-68  1.762325e-74  2.349982e-81  1.512691e-88
[18,]  1.018103e-55  1.179099e-61  6.592536e-68  1.779399e-74  2.318464e-81
[19,]  4.405339e-50  1.032715e-55  1.168756e-61  6.385358e-68  1.684039e-74
[20,]  9.034184e-45  4.286731e-50  9.819881e-56  1.085937e-61  5.797069e-68
[21,]  8.781150e-40  8.433599e-45  3.910388e-50  8.752804e-56  9.457620e-62
[22,]  4.046020e-35  7.864831e-40  7.380801e-45  3.343831e-50  7.313025e-56
[23,]  8.839920e-31  3.477444e-35  6.604531e-40  6.055700e-45  2.680463e-50
[24,]  9.163671e-27  7.293428e-31  2.802857e-35  5.200444e-40  4.658292e-45
[25,]  4.512470e-23  7.263150e-27  5.645718e-31  2.119068e-35  3.840314e-40
[26,]  1.058115e-19  3.441029e-23  5.406064e-27  4.102324e-31  1.503401e-35
[27,]  1.187131e-16  7.785875e-20  2.468622e-23  3.782706e-27  2.800568e-31
[28,]  6.430970e-14  8.477060e-17  5.408942e-20  1.669723e-23  2.492615e-27
[29,]  1.709926e-11  4.502985e-14  5.752657e-17  3.562174e-20  1.068394e-23
[30,]  2.290210e-09  1.194089e-11  3.029532e-14  3.736120e-17  2.237382e-20
[31,]  1.596435e-07  1.631286e-09  8.135718e-12  1.978578e-14  2.344104e-17
[32,]  5.943969e-06  1.183086e-07  1.150604e-09  5.466849e-12  1.268498e-14
[33,]  1.184608e-04  4.603959e-06  8.728599e-08  8.077518e-10  3.650470e-12
[34,]  1.234762e-03  9.454273e-05  3.520854e-06  6.381675e-08  5.634820e-10
[35,]  6.524757e-03  9.925530e-04  7.334075e-05  2.629979e-06  4.579712e-08
[36,]  1.723048e-02  5.179234e-03  7.643704e-04  5.471699e-05  1.897650e-06
[37,]  2.466102e-02  1.334694e-02  3.900231e-03  5.597483e-04  3.893051e-05
[38,]  3.034870e-02  1.867944e-02  9.755464e-03  2.774006e-03  3.877579e-04
[39,]  4.962578e-02  2.308327e-02  1.333782e-02  6.711772e-03  1.858078e-03
[40,]  6.998304e-02  3.781283e-02  1.661335e-02  8.966680e-03  4.340094e-03
[41,]  8.015316e-02  5.327008e-02  2.731815e-02  1.129893e-02  5.671699e-03
[42,]  8.614526e-02  6.224126e-02  3.856695e-02  1.868110e-02  7.255506e-03
[43,]  7.331760e-02  6.640170e-02  4.596250e-02  2.651843e-02  1.207951e-02
[44,]  4.146534e-02  5.361830e-02  4.846059e-02  3.220980e-02  1.730160e-02
[45,]  1.809426e-02  2.812980e-02  3.711853e-02  3.342169e-02  2.138619e-02
[46,]  1.377816e-02  1.133550e-02  1.811869e-02  2.427789e-02  2.175110e-02
[47,]  1.977555e-02  8.932906e-03  6.780493e-03  1.105553e-02  1.498107e-02
[48,]  2.355226e-02  1.376006e-02  5.564825e-03  3.864430e-03  6.378641e-03
[49,]  1.685108e-02  1.665696e-02  9.104119e-03  3.321948e-03  2.094661e-03
[50,]  6.368237e-03  1.175092e-02  1.111809e-02  5.715958e-03  1.895689e-03

> 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  
    138.203        1.338  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/72cms1257282912.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] 102.4560 103.2091 103.9623 104.7155 105.4686 106.2218 106.9750 107.7281
 [9] 108.4813 109.2344 109.9876 110.7408 111.4939 112.2471 113.0003 113.7534
[17] 114.5066 115.2598 116.0129 116.7661 117.5193 118.2724 119.0256 119.7788
[25] 120.5319 121.2851 122.0382 122.7914 123.5446 124.2977 125.0509 125.8041
[33] 126.5572 127.3104 128.0636 128.8167 129.5699 130.3231 131.0762 131.8294
[41] 132.5826 133.3357 134.0889 134.8420 135.5952 136.3484 137.1015 137.8547
[49] 138.6079 139.3610

$yords
 [1] 214.1528 216.0534 217.9540 219.8546 221.7552 223.6558 225.5564 227.4570
 [9] 229.3576 231.2582 233.1588 235.0594 236.9600 238.8606 240.7612 242.6618
[17] 244.5624 246.4630 248.3636 250.2642 252.1648 254.0654 255.9660 257.8666
[25] 259.7672 261.6678 263.5684 265.4690 267.3696 269.2702 271.1708 273.0714
[33] 274.9720 276.8726 278.7732 280.6738 282.5744 284.4750 286.3756 288.2762
[41] 290.1768 292.0774 293.9780 295.8786 297.7792 299.6798 301.5804 303.4810
[49] 305.3816 307.2822

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.311309e-02 1.483091e-02 1.438296e-02 1.193863e-02 8.463127e-03
 [2,] 1.584928e-02 2.019629e-02 2.209785e-02 2.073793e-02 1.666327e-02
 [3,] 1.648911e-02 2.367126e-02 2.919273e-02 3.092285e-02 2.810608e-02
 [4,] 1.477805e-02 2.392174e-02 3.325165e-02 3.972178e-02 4.077685e-02
 [5,] 1.142053e-02 2.088026e-02 3.274212e-02 4.410978e-02 5.110149e-02
 [6,] 7.625878e-03 1.578029e-02 2.795780e-02 4.250916e-02 5.557358e-02
 [7,] 4.418443e-03 1.036962e-02 2.079462e-02 3.573014e-02 5.273975e-02
 [8,] 2.238335e-03 5.966920e-03 1.356545e-02 2.637618e-02 4.399327e-02
 [9,] 1.003539e-03 3.039226e-03 7.839163e-03 1.726402e-02 3.256026e-02
[10,] 4.057448e-04 1.391465e-03 4.066255e-03 1.013908e-02 2.162290e-02
[11,] 1.527244e-04 5.858655e-04 1.926275e-03 5.417922e-03 1.304011e-02
[12,] 5.687378e-05 2.361677e-04 8.558974e-04 2.682383e-03 7.235102e-03
[13,] 2.316146e-05 9.814399e-05 3.749241e-04 1.270157e-03 3.766509e-03
[14,] 1.115522e-05 4.612361e-05 1.755605e-04 6.106452e-04 1.913879e-03
[15,] 6.080186e-06 2.506347e-05 9.373778e-05 3.216260e-04 1.014376e-03
[16,] 3.336325e-06 1.446451e-05 5.537266e-05 1.900711e-04 5.935738e-04
[17,] 1.690255e-06 8.011733e-06 3.288971e-05 1.182245e-04 3.772551e-04
[18,] 7.585926e-07 4.010348e-06 1.816327e-05 7.095173e-05 2.412586e-04
[19,] 2.968199e-07 1.766501e-06 8.953383e-06 3.880618e-05 1.446631e-04
[20,] 1.008871e-07 6.785567e-07 3.874191e-06 1.882461e-05 7.812606e-05
[21,] 2.988737e-08 2.273501e-07 1.465702e-06 8.020664e-06 3.734011e-05
[22,] 7.775268e-09 6.682324e-08 4.864045e-07 3.001412e-06 1.572244e-05
[23,] 1.791964e-09 1.737290e-08 1.426098e-07 9.917898e-07 5.848865e-06
[24,] 3.681655e-10 4.023640e-09 3.721683e-08 2.914894e-07 1.934464e-06
[25,] 6.745713e-11 8.320019e-10 8.677399e-09 7.656830e-08 5.719675e-07
[26,] 1.095354e-11 1.529080e-10 1.802781e-09 1.796057e-08 1.512949e-07
[27,] 1.559313e-12 2.473121e-11 3.308444e-10 3.734855e-09 3.559858e-08
[28,] 1.922997e-13 3.478189e-12 5.300201e-11 6.807065e-10 7.371416e-09
[29,] 2.032894e-14 4.206196e-13 7.325599e-12 1.074226e-10 1.326768e-09
[30,] 1.827369e-15 4.334953e-14 8.650680e-13 1.452472e-11 2.052409e-10
[31,] 1.388808e-16 3.783167e-15 8.665574e-14 1.669263e-12 2.704677e-11
[32,] 8.890344e-18 2.783726e-16 7.327380e-15 1.621530e-13 3.017260e-12
[33,] 4.781898e-19 1.722193e-17 5.213235e-16 1.326494e-14 2.837403e-13
[34,] 2.157865e-20 8.942390e-19 3.114476e-17 9.116749e-16 2.243143e-14
[35,] 8.161674e-22 3.892821e-20 1.560369e-18 5.256371e-17 1.488246e-15
[36,] 2.585905e-23 1.419777e-21 6.550770e-20 2.540067e-18 8.277738e-17
[37,] 6.860721e-25 4.336515e-23 2.303405e-21 1.028191e-19 3.857302e-18
[38,] 1.523898e-26 1.108960e-24 6.781604e-23 3.485147e-21 1.505275e-19
[39,] 2.833442e-28 2.373991e-26 1.671480e-24 9.890024e-23 4.918161e-21
[40,] 4.409709e-30 4.253922e-28 3.448493e-26 2.349347e-24 1.345179e-22
[41,] 5.744097e-32 6.380031e-30 5.955089e-28 4.671295e-26 3.079707e-24
[42,] 6.262333e-34 8.008723e-32 8.607162e-30 7.774045e-28 5.901557e-26
[43,] 5.714107e-36 8.414046e-34 1.041207e-31 1.082847e-29 9.465432e-28
[44,] 4.363652e-38 7.398416e-36 1.054167e-33 1.262371e-31 1.270632e-29
[45,] 2.788963e-40 5.444597e-38 8.932603e-36 1.231705e-33 1.427590e-31
[46,] 1.491835e-42 3.353361e-40 6.334859e-38 1.005820e-35 1.342412e-33
[47,] 6.678638e-45 1.728565e-42 3.760014e-40 6.874342e-38 1.056501e-35
[48,] 2.502299e-47 7.457232e-45 1.867804e-42 3.932193e-40 6.959083e-38
[49,] 7.846517e-50 2.692515e-47 7.765411e-45 1.882495e-42 3.836494e-40
[50,] 2.059225e-52 8.136359e-50 2.702042e-47 7.542778e-45 1.770193e-42
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.111898e-03 2.625331e-03 1.144386e-03 4.228930e-04 1.324424e-04
 [2,] 1.143994e-02 6.696178e-03 3.335432e-03 1.411932e-03 5.077139e-04
 [3,] 2.188456e-02 1.457028e-02 8.279348e-03 4.009790e-03 1.654353e-03
 [4,] 3.594230e-02 2.716532e-02 1.757853e-02 9.726928e-03 4.600609e-03
 [5,] 5.091758e-02 4.361221e-02 3.208228e-02 2.025296e-02 1.097041e-02
 [6,] 6.254396e-02 6.062623e-02 5.061783e-02 3.639823e-02 2.255115e-02
 [7,] 6.702124e-02 7.344793e-02 6.949418e-02 5.682399e-02 4.020368e-02
 [8,] 6.313064e-02 7.815516e-02 8.367362e-02 7.764142e-02 6.258780e-02
 [9,] 5.276743e-02 7.374132e-02 8.918113e-02 9.366967e-02 8.575971e-02
[10,] 3.956677e-02 6.236281e-02 8.503540e-02 1.007909e-01 1.043739e-01
[11,] 2.691121e-02 4.777962e-02 7.330929e-02 9.773581e-02 1.139287e-01
[12,] 1.677265e-02 3.346047e-02 5.763556e-02 8.616108e-02 1.125346e-01
[13,] 9.696474e-03 2.159024e-02 4.157780e-02 6.946326e-02 1.012506e-01
[14,] 5.326173e-03 1.301312e-02 2.773281e-02 5.146102e-02 8.334083e-02
[15,] 2.918624e-03 7.563343e-03 1.743024e-02 3.540641e-02 6.315227e-02
[16,] 1.701851e-03 4.480985e-03 1.075064e-02 2.323475e-02 4.478197e-02
[17,] 1.084901e-03 2.848656e-03 6.876312e-03 1.523677e-02 3.075028e-02
[18,] 7.227085e-04 1.934699e-03 4.696154e-03 1.045143e-02 2.141746e-02
[19,] 4.675207e-04 1.323780e-03 3.327560e-03 7.535092e-03 1.557747e-02
[20,] 2.783559e-04 8.574308e-04 2.305245e-03 5.475675e-03 1.165569e-02
[21,] 1.483733e-04 5.055387e-04 1.486512e-03 3.805415e-03 8.578450e-03
[22,] 7.006089e-05 2.663744e-04 8.678233e-04 2.437304e-03 5.950084e-03
[23,] 2.928709e-05 1.247596e-04 4.534102e-04 1.411545e-03 3.786089e-03
[24,] 1.088810e-05 5.204344e-05 2.116533e-04 7.343810e-04 2.182611e-03
[25,] 3.619822e-06 1.942807e-05 8.855092e-05 3.434120e-04 1.136306e-03
[26,] 1.078348e-06 6.508683e-06 3.330445e-05 1.446842e-04 5.347191e-04
[27,] 2.866637e-07 1.951710e-06 1.124494e-05 5.489165e-05 2.273721e-04
[28,] 6.734261e-08 5.193282e-07 3.383217e-06 1.863633e-05 8.690770e-05
[29,] 1.380745e-08 1.211310e-07 8.963344e-07 5.598506e-06 2.954353e-05
[30,] 2.441437e-09 2.445700e-08 2.064064e-07 1.468389e-06 8.811646e-06
[31,] 3.686900e-10 4.229343e-09 4.084021e-08 3.321112e-07 2.275536e-06
[32,] 4.721509e-11 6.214586e-10 6.881961e-09 6.413833e-08 5.032715e-07
[33,] 5.102803e-12 7.716751e-11 9.814835e-10 1.050187e-08 9.456462e-08
[34,] 4.639610e-13 8.068078e-12 1.179766e-10 1.450969e-09 1.501353e-08
[35,] 3.541891e-14 7.086288e-13 1.192047e-11 1.686367e-10 2.006841e-09
[36,] 2.267420e-15 5.221022e-14 1.010762e-12 1.645522e-11 2.253392e-10
[37,] 1.216300e-16 3.223998e-15 7.184779e-14 1.346449e-12 2.122479e-11
[38,] 5.464596e-18 1.667630e-16 4.278690e-15 9.231848e-14 1.675551e-12
[39,] 2.055706e-19 7.223152e-18 2.133899e-16 5.301573e-15 1.108029e-13
[40,] 6.474029e-21 2.619321e-19 8.910473e-18 2.549294e-16 6.136005e-15
[41,] 1.706688e-22 7.951211e-21 3.114804e-19 1.026273e-17 2.844978e-16
[42,] 3.765924e-24 2.020358e-22 9.114375e-21 3.458530e-19 1.104286e-17
[43,] 6.955264e-26 4.296929e-24 2.232391e-22 9.756256e-21 3.588125e-19
[44,] 1.075147e-27 7.649078e-26 4.576633e-24 2.303678e-22 9.759304e-21
[45,] 1.391019e-29 1.139669e-27 7.853284e-26 4.553061e-24 2.221933e-22
[46,] 1.506272e-31 1.421221e-29 1.127925e-27 7.532211e-26 4.234462e-24
[47,] 1.365153e-33 1.483407e-31 1.355925e-29 1.042995e-27 6.754985e-26
[48,] 1.035532e-35 1.295902e-33 1.364317e-31 1.208873e-29 9.020042e-28
[49,] 6.574353e-38 9.475453e-36 1.149007e-33 1.172796e-31 1.008222e-29
[50,] 3.493441e-40 5.798933e-38 8.099590e-36 9.523873e-34 9.433531e-32
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.520566e-05 7.995598e-06 1.589770e-06 3.010503e-07 6.673176e-08
 [2,] 1.552795e-04 4.061466e-05 9.258874e-06 1.960448e-06 4.564472e-07
 [3,] 5.821207e-04 1.755321e-04 4.604944e-05 1.102452e-05 2.747263e-06
 [4,] 1.862125e-03 6.478317e-04 1.961429e-04 5.357282e-05 1.456557e-05
 [5,] 5.105650e-03 2.050210e-03 7.178495e-04 2.251984e-04 6.797587e-05
 [6,] 1.205881e-02 5.588539e-03 2.265194e-03 8.198258e-04 2.786194e-04
 [7,] 2.466758e-02 1.318151e-02 6.183722e-03 2.587353e-03 9.998023e-04
 [8,] 4.396376e-02 2.703084e-02 1.465066e-02 7.084827e-03 3.130095e-03
 [9,] 6.872222e-02 4.843760e-02 3.022213e-02 1.684685e-02 8.523417e-03
[10,] 9.493778e-02 7.628449e-02 5.448284e-02 3.483574e-02 2.014722e-02
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[23,] 1.345724e-06 1.989026e-07 2.473489e-08 2.587331e-09 2.276121e-10
[24,] 7.914670e-06 1.346015e-06 1.926932e-07 2.321159e-08 2.352083e-09
[25,] 3.923631e-05 7.669925e-06 1.263059e-06 1.751097e-07 2.043017e-08
[26,] 1.643636e-04 3.687262e-05 6.976495e-06 1.112195e-06 1.492990e-07
[27,] 5.839718e-04 1.499846e-04 3.254583e-05 5.957933e-06 9.192233e-07
[28,] 1.769122e-03 5.183982e-04 1.286667e-04 2.699120e-05 4.778524e-06
[29,] 4.603258e-03 1.531634e-03 4.331801e-04 1.038187e-04 2.104058e-05
[30,] 1.038283e-02 3.899199e-03 1.250312e-03 3.409440e-04 7.883374e-05
[31,] 2.051196e-02 8.635791e-03 3.120643e-03 9.631223e-04 2.529378e-04
[32,] 3.583964e-02 1.680847e-02 6.801587e-03 2.361678e-03 7.006494e-04
[33,] 5.576211e-02 2.899816e-02 1.306881e-02 5.075898e-03 1.691400e-03
[34,] 7.743987e-02 4.456057e-02 2.229182e-02 9.642847e-03 3.591109e-03
[35,] 9.584912e-02 6.101762e-02 3.384795e-02 1.627287e-02 6.751748e-03
[36,] 1.054507e-01 7.425545e-02 4.568653e-02 2.440779e-02 1.127210e-02
[37,] 1.031395e-01 8.009492e-02 5.462594e-02 3.244269e-02 1.668531e-02
[38,] 9.041472e-02 7.666436e-02 5.772102e-02 3.806568e-02 2.180856e-02
[39,] 7.271008e-02 6.576218e-02 5.402676e-02 3.935624e-02 2.507181e-02
[40,] 5.621964e-02 5.187157e-02 4.531932e-02 3.598613e-02 2.532903e-02
[41,] 4.474748e-02 3.955861e-02 3.504483e-02 2.949482e-02 2.259953e-02
[42,] 3.871198e-02 3.131156e-02 2.635646e-02 2.234777e-02 1.808293e-02
[43,] 3.631127e-02 2.713976e-02 2.075572e-02 1.657474e-02 1.341802e-02
[44,] 3.532767e-02 2.560757e-02 1.804454e-02 1.299791e-02 9.816530e-03
[45,] 3.416844e-02 2.510003e-02 1.714745e-02 1.135235e-02 7.676315e-03
[46,] 3.190677e-02 2.444025e-02 1.693934e-02 1.088042e-02 6.749019e-03
[47,] 2.804358e-02 2.287228e-02 1.658373e-02 1.083468e-02 6.533244e-03
[48,] 2.259721e-02 1.997796e-02 1.550868e-02 1.064803e-02 6.557140e-03
[49,] 1.629966e-02 1.583636e-02 1.341617e-02 9.921746e-03 6.456788e-03
[50,] 1.034475e-02 1.112784e-02 1.043399e-02 8.474361e-03 5.977291e-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  
    -32.085        2.447  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1hg0y1257282912.ps tmp/1hg0y1257282912.png")
> system("convert tmp/22ww91257282912.ps tmp/22ww91257282912.png")
> system("convert tmp/3ad2y1257282912.ps tmp/3ad2y1257282912.png")
> system("convert tmp/4ek7o1257282912.ps tmp/4ek7o1257282912.png")
> system("convert tmp/5zw5y1257282912.ps tmp/5zw5y1257282912.png")
> system("convert tmp/69k851257282912.ps tmp/69k851257282912.png")
> system("convert tmp/72cms1257282912.ps tmp/72cms1257282912.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.280   1.970   3.772