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 'license()' or 'licence()' for distribution details.

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

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(111632,106707,108827,108413,106249,104861,102382,100320,100228,117089,121523,114948,112831,107605,108928,101993,102850,99925,101536,99450,98305,110159,109483,106810,96279,91982,90276,90999,86622,83117,80367,77550,77443,92844,92175,84822,81632,78872,81485,80651,78192,76844,76335,71415,73899,86822,86371,83469,82662,82880,89406,95378,97657,100247,99180,97493,101628,114585,115669,111311)
> y <- c(282965,276610,277838,277051,277026,274960,270073,267063,264916,287182,291109,292223,288109,281400,282579,280113,280331,276759,275139,274275,271234,289725,290649,292223,278429,269749,265784,268957,264099,255121,253276,245980,235295,258479,260916,254586,250566,243345,247028,248464,244962,237003,237008,225477,226762,247857,248256,246892,245021,246186,255688,264242,268270,272969,273886,267353,271916,292633,295804,293222)
> x <- c(581000,597000,587000,536000,524000,537000,536000,533000,528000,516000,502000,506000,518000,534000,528000,478000,469000,490000,493000,508000,517000,514000,510000,527000,542000,565000,555000,499000,511000,526000,532000,549000,561000,557000,566000,588000,620000,626000,620000,573000,573000,574000,580000,590000,593000,597000,595000,612000,628000,629000,621000,569000,567000,573000,584000,589000,591000,595000,594000,611000)
> par7 = 'Werkloosheid mannen in Vlaanderen (België)'
> par6 = 'Werkloosheid mannen in België'
> par5 = 'Werkloosheid in België'
> 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$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/11j131257294910.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/2y8ks1257294910.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3oiv61257294910.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4577h1257294910.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5ph8k1257294910.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
  3.869e+05   -2.164e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6z9r71257294910.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] 214075.8 215976.4 217877.0 219777.6 221678.2 223578.8 225479.4 227380.0
 [9] 229280.6 231181.2 233081.8 234982.4 236883.0 238783.6 240684.2 242584.8
[17] 244485.4 246386.0 248286.6 250187.2 252087.8 253988.4 255889.0 257789.6
[25] 259690.2 261590.8 263491.4 265392.0 267292.6 269193.2 271093.8 272994.4
[33] 274895.0 276795.6 278696.2 280596.8 282497.4 284398.0 286298.6 288199.2
[41] 290099.8 292000.4 293901.0 295801.6 297702.2 299602.8 301503.4 303404.0
[49] 305304.6 307205.2

$yords
 [1]  63425.00  64773.73  66122.47  67471.20  68819.93  70168.67  71517.40
 [8]  72866.14  74214.87  75563.61  76912.34  78261.08  79609.81  80958.55
[15]  82307.28  83656.02  85004.75  86353.49  87702.22  89050.96  90399.69
[22]  91748.43  93097.16  94445.90  95794.63  97143.37  98492.10  99840.84
[29] 101189.57 102538.31 103887.04 105235.78 106584.51 107933.25 109281.98
[36] 110630.72 111979.45 113328.19 114676.92 116025.66 117374.39 118723.13
[43] 120071.86 121420.60 122769.33 124118.07 125466.80 126815.53 128164.27
[50] 129513.00

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  1.535622e-08  1.708653e-08  1.115501e-08  4.137880e-09  8.158221e-10
 [2,]  1.269582e-08  2.287975e-08  2.459617e-08  1.562827e-08  5.629001e-09
 [3,]  7.607297e-09  1.903781e-08  3.219950e-08  3.333697e-08  2.057617e-08
 [4,]  4.547137e-09  1.225067e-08  2.722711e-08  4.287938e-08  4.257518e-08
 [5,]  2.828555e-09  8.023210e-09  1.898496e-08  3.725654e-08  5.415182e-08
 [6,]  2.188839e-09  5.297805e-09  1.350522e-08  2.832019e-08  4.893944e-08
 [7,]  2.148769e-09  4.314867e-09  9.416396e-09  2.167027e-08  4.065918e-08
 [8,]  1.688168e-09  4.253022e-09  8.035728e-09  1.588782e-08  3.313951e-08
 [9,]  9.028561e-10  3.294380e-09  7.929317e-09  1.413938e-08  2.545748e-08
[10,]  3.644772e-10  1.768604e-09  6.061576e-09  1.393332e-08  2.351040e-08
[11,]  1.146051e-10  7.351715e-10  3.276269e-09  1.052531e-08  2.309107e-08
[12,]  2.334206e-11  2.365779e-10  1.403361e-09  5.744294e-09  1.726412e-08
[13,]  2.658101e-12  4.850337e-11  4.612834e-10  2.536027e-09  9.540717e-09
[14,]  1.652236e-13  5.574891e-12  9.536713e-11  8.503381e-10  4.340667e-09
[15,]  5.820654e-15  3.561851e-13  1.113685e-11  1.778468e-10  1.484084e-09
[16,]  1.195696e-16  1.312582e-14  7.372692e-13  2.126239e-11  3.154824e-10
[17,]  1.396451e-18  2.814613e-16  2.848134e-14  1.468235e-12  3.892360e-11
[18,]  8.744680e-21  3.362805e-18  6.335465e-16  5.938068e-14  2.815450e-12
[19,]  2.792172e-23  2.109868e-20  7.679060e-18  1.359412e-15  1.186737e-13
[20,]  4.415399e-26  6.663053e-23  4.800050e-20  1.658965e-17  2.772506e-15
[21,]  3.410338e-29  1.035642e-25  1.495213e-22  1.028632e-19  3.384905e-17
[22,]  1.279026e-32  7.842784e-29  2.282236e-25  3.154855e-22  2.075328e-19
[23,]  2.324499e-36  2.882338e-32  1.694828e-28  4.727746e-25  6.261411e-22
[24,]  2.046877e-40  5.136084e-36  6.109376e-32  3.445564e-28  9.216777e-25
[25,]  8.742080e-45  4.440656e-40  1.069170e-35  1.220225e-31  6.602401e-28
[26,]  1.814638e-49  1.866569e-44  9.100083e-40  2.102804e-35  2.303262e-31
[27,]  1.836564e-54  3.826667e-49  3.779030e-44  1.768805e-39  3.924121e-35
[28,]  9.104381e-60  3.844117e-54  7.693000e-49  7.296880e-44  3.280479e-39
[29,]  2.224223e-65  1.904007e-59  7.725474e-54  1.485712e-48  1.354287e-43
[30,]  2.698071e-71  4.685225e-65  3.856477e-59  1.504589e-53  2.782434e-48
[31,]  1.638360e-77  5.774492e-71  9.647532e-65  7.640085e-59  2.867962e-53
[32,]  5.016344e-84  3.590051e-77  1.217926e-70  1.958518e-64  1.492915e-58
[33,]  7.778548e-91  1.130546e-83  7.789063e-77  2.543698e-70  3.937734e-64
[34,]  6.109310e-98  1.802972e-90  2.522225e-83  1.672441e-76  5.256648e-70
[35,] 2.420178e-105  1.449668e-97  4.115975e-90  5.539012e-83  3.533202e-76
[36,] 4.801338e-113 5.834023e-105  3.360009e-97  9.171700e-90  1.186643e-82
[37,] 4.731554e-121 1.165609e-112 1.360986e-104  7.531388e-97  1.975345e-89
[38,] 2.298699e-129 1.147539e-120 2.715136e-112 3.044552e-104  1.618045e-96
[39,] 5.471417e-138 5.532980e-129 2.651848e-120 6.023316e-112 6.484102e-104
[40,] 6.350623e-147 1.300565e-137 1.262328e-128 5.806337e-120 1.265768e-111
[41,] 3.582518e-156 1.485520e-146 2.919368e-137 2.718843e-128 1.200045e-119
[42,] 9.799712e-166 8.226632e-156 3.273019e-146 6.171012e-137 5.514169e-128
[43,] 1.297822e-175 2.205494e-165 1.776285e-155 6.779510e-146 1.226305e-136
[44,] 8.313139e-186 2.859650e-175 4.662043e-165 3.601775e-155 1.318775e-145
[45,] 2.573672e-196 1.792020e-185 5.913541e-175 9.247576e-165 6.853651e-155
[46,] 3.849469e-207 5.425277e-196 3.623750e-185 1.147014e-174 1.720653e-164
[47,] 2.780970e-218 7.933082e-207 1.072514e-195 6.871277e-185 2.086345e-174
[48,] 9.701518e-230 5.601520e-218 1.532808e-206 1.987661e-195 1.221551e-184
[49,] 1.634145e-241 1.909742e-229 1.057730e-217 2.776175e-206 3.453297e-195
[50,] 1.329010e-253 3.143604e-241 3.524068e-229 1.872112e-217 4.713407e-206
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  8.078987e-11  3.891579e-12  8.981999e-14  9.869347e-16  5.148784e-18
 [2,]  1.072136e-09  1.021903e-10  4.728702e-12  1.047546e-13  1.104359e-15
 [3,]  7.186658e-09  1.321345e-09  1.211758e-10  5.385698e-12  1.145060e-13
 [4,]  2.546424e-08  8.611618e-09  1.527204e-09  1.347023e-10  5.749457e-12
 [5,]  5.128623e-08  2.963228e-08  9.686155e-09  1.655414e-09  1.403762e-10
 [6,]  6.503608e-08  5.835504e-08  3.244288e-08  1.022874e-08  1.682999e-09
 [7,]  6.191806e-08  7.454378e-08  6.284778e-08  3.345114e-08  1.014559e-08
 [8,]  5.616921e-08  7.570193e-08  8.191388e-08  6.426716e-08  3.253467e-08
 [9,]  4.831667e-08  7.466514e-08  8.973228e-08  8.680240e-08  6.269753e-08
[10,]  3.875610e-08  6.721681e-08  9.554873e-08  1.034625e-07  8.936215e-08
[11,]  3.695096e-08  5.608469e-08  8.933306e-08  1.178359e-07  1.164353e-07
[12,]  3.611893e-08  5.491336e-08  7.718460e-08  1.135873e-07  1.402697e-07
[13,]  2.677797e-08  5.337018e-08  7.719868e-08  1.010656e-07  1.383939e-07
[14,]  1.502493e-08  3.932204e-08  7.456739e-08  1.027222e-07  1.259774e-07
[15,]  7.042296e-09  2.245806e-08  5.473528e-08  9.861504e-08  1.294630e-07
[16,]  2.457152e-09  1.084290e-08  3.189961e-08  7.232304e-08  1.235913e-07
[17,]  5.341260e-10  3.869529e-09  1.587163e-08  4.312413e-08  9.085607e-08
[18,]  6.851411e-11  8.661936e-10  5.815358e-09  2.214315e-08  5.560031e-08
[19,]  5.196255e-12  1.161812e-10  1.350256e-09  8.373096e-09  2.954540e-08
[20,]  2.267027e-13  9.215963e-12  1.899315e-10  2.029324e-09  1.159972e-08
[21,]  5.361443e-15  4.127777e-13  1.567138e-11  2.992013e-10  2.946700e-09
[22,]  6.515904e-17  9.812939e-15  7.146284e-13  2.548654e-11  4.535707e-10
[23,]  3.942493e-19  1.182943e-16  1.698237e-14  1.174385e-12  3.955639e-11
[24,]  1.170102e-21  7.057665e-19  2.026396e-16  2.778853e-14  1.830635e-12
[25,]  1.694181e-24  2.062667e-21  1.192640e-18  3.280249e-16  4.304120e-14
[26,]  1.196029e-27  2.945055e-24  3.440300e-21  1.908088e-18  5.031933e-16
[27,]  4.126674e-31  2.057309e-27  4.863426e-24  5.453867e-21  2.903433e-18
[28,]  6.990588e-35  7.061333e-31  3.381524e-27  7.678587e-24  8.271123e-21
[29,]  5.851454e-39  1.198395e-34  1.163467e-30  5.355141e-27  1.168810e-23
[30,]  2.439031e-43  1.013433e-38  1.996091e-34  1.863782e-30  8.250713e-27
[31,]  5.103214e-48  4.304316e-43  1.720967e-38  3.261790e-34  2.930796e-30
[32,]  5.394389e-53  9.239339e-48  7.501481e-43  2.887076e-38  5.267386e-34
[33,]  2.889499e-58  1.005041e-52  1.657092e-47  1.295093e-42  4.798042e-38
[34,]  7.831593e-64  5.530482e-58  1.851247e-52  2.937245e-47  2.209053e-42
[35,]  1.068245e-69  1.530830e-63  1.039814e-57  3.347640e-52  5.108499e-47
[36,]  7.276774e-76  2.114917e-69  2.913426e-63  1.902175e-57  5.886418e-52
[37,]  2.455523e-82  1.446654e-75  4.039503e-69  5.345779e-63  3.353004e-57
[38,]  4.075478e-89  4.864898e-82  2.752330e-75  7.379633e-69  9.377748e-63
[39,]  3.308079e-96  7.998337e-89  9.165317e-82  4.977297e-75  1.281037e-68
[40,] 1.307710e-103  6.402648e-96  1.485685e-88  1.633750e-81  8.514550e-75
[41,] 2.510221e-111 2.488357e-103  1.169039e-95  2.602749e-88  2.746311e-81
[42,] 2.335082e-119 4.686049e-111 4.456820e-103  2.008756e-95  4.290833e-88
[43,] 1.051224e-127 4.270435e-119 8.221699e-111 7.501230e-103  3.243504e-95
[44,] 2.288338e-136 1.881690e-127 7.333107e-119 1.354277e-110 1.185326e-102
[45,] 2.407190e-145 4.006600e-136 3.160483e-127 1.181433e-118 2.093031e-110
[46,] 1.223240e-154 4.121032e-145 6.579796e-136 4.978472e-127 1.785215e-118
[47,] 3.002120e-164 2.047130e-154 6.615685e-145 1.013166e-135 7.353560e-127
[48,] 3.557736e-174 4.910328e-164 3.211884e-154 9.955998e-145 1.462585e-135
[49,] 2.035701e-184 5.686798e-174 7.528955e-164 4.723637e-154 1.404527e-144
[50,] 5.623814e-195 3.179802e-184 8.520847e-174 1.082031e-163 6.511920e-154
              [,11]         [,12]         [,13]         [,14]         [,15]
 [1,]  1.273923e-20  1.494199e-23  8.306578e-27  2.188517e-30  2.732635e-34
 [2,]  5.526884e-18  1.311730e-20  1.475791e-23  7.869494e-27  1.988768e-30
 [3,]  1.158177e-15  5.560242e-18  1.265850e-20  1.366075e-23  6.987271e-27
 [4,]  1.173113e-13  1.138372e-15  5.242611e-18  1.144871e-20  1.185123e-23
 [5,]  5.753057e-12  1.126441e-13  1.048670e-15  4.632764e-18  9.704438e-21
 [6,]  1.371477e-10  5.395932e-12  1.013771e-13  9.054015e-16  3.836871e-18
 [7,]  1.605126e-09  1.256313e-10  4.744062e-12  8.551542e-14  7.326585e-16
 [8,]  9.459155e-09  1.436616e-09  1.079197e-10  3.910134e-12  6.761624e-14
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[50,] 1.857217e-144 2.510208e-135 1.607869e-126 4.880824e-118 7.021362e-110
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[31,] 2.113294e-07  2.612448e-07  2.732619e-07  2.636293e-07  2.526685e-07
[32,] 1.639445e-07  2.277346e-07  2.642319e-07  2.697832e-07  2.685002e-07
[33,] 1.183338e-07  1.769863e-07  2.366540e-07  2.588389e-07  2.617579e-07
[34,] 9.380245e-08  1.181896e-07  1.858313e-07  2.372065e-07  2.465316e-07
[35,] 7.850604e-08  8.368547e-08  1.176450e-07  1.895480e-07  2.302978e-07
[36,] 5.004690e-08  6.920957e-08  7.544285e-08  1.164625e-07  1.883371e-07
[37,] 1.921565e-08  4.543917e-08  6.150398e-08  6.937260e-08  1.145683e-07
[38,] 3.956789e-09  1.760757e-08  4.116306e-08  5.574967e-08  6.530409e-08
[39,] 4.133475e-10  3.585872e-09  1.589281e-08  3.752564e-08  5.182546e-08
[40,] 2.135220e-11  3.666354e-10  3.167901e-09  1.424836e-08  3.459828e-08
[41,] 5.391105e-13  1.845626e-11  3.145373e-10  2.752671e-09  1.277633e-08
[42,] 6.617174e-15  4.534526e-13  1.533726e-11  2.634014e-10  2.373666e-09
[43,] 3.937899e-17  5.414926e-15  3.649363e-13  1.236319e-11  2.175099e-10
[44,] 1.134572e-19  3.136067e-17  4.223501e-15  2.833609e-13  9.770019e-12
[45,] 1.581254e-22  8.797457e-20  2.372997e-17  3.163400e-15  2.145015e-13
[46,] 1.065467e-25  1.194414e-22  6.464854e-20  1.717329e-17  2.297829e-15
[47,] 3.469677e-29  7.843913e-26  8.532441e-23  4.527904e-20  1.199406e-17
[48,] 5.459180e-33  2.490583e-29  5.451782e-26  5.792157e-23  3.046858e-20
[49,] 4.149286e-37  3.822272e-33  1.685468e-29  3.591826e-26  3.762722e-23
[50,] 1.523236e-41  2.834583e-37  2.520185e-33  1.078977e-29  2.256737e-26
              [,31]         [,32]         [,33]         [,34]         [,35]
 [1,] 1.991932e-133 9.260055e-142 2.040075e-150 2.129963e-159 1.053881e-168
 [2,] 9.044890e-125 8.510503e-133 3.794903e-141 8.019356e-150 8.031041e-159
 [3,] 1.982662e-116 3.775839e-124 3.407781e-132 1.457550e-140 2.954396e-149
 [4,] 2.098025e-108 8.087016e-116 1.477268e-123 1.278863e-131 5.246649e-140
 [5,] 1.071740e-100 8.361414e-108 3.091460e-115 5.416778e-123 4.497922e-131
 [6,]  2.642923e-93 4.173378e-100 3.123090e-107 1.107579e-114 1.861480e-122
 [7,]  3.146462e-86  1.005634e-92  1.523178e-99 1.093339e-106 3.719226e-114
 [8,]  1.808213e-79  1.169714e-85  3.585942e-92  5.209792e-99 3.586996e-106
 [9,]  5.016416e-73  6.568047e-79  4.075422e-85  1.198402e-91  1.670036e-98
[10,]  6.718219e-67  1.780366e-72  2.235932e-78  1.330765e-84  3.753509e-91
[11,]  4.343420e-61  2.329696e-66  5.921901e-72  7.133729e-78  4.072543e-84
[12,]  1.355619e-55  1.471692e-60  7.571671e-66  1.846122e-71  2.133157e-77
[13,]  2.042452e-50  4.487875e-55  4.673339e-60  2.306261e-65  5.393661e-71
[14,]  1.485557e-45  6.606680e-50  1.392452e-54  1.390828e-59  6.583564e-65
[15,]  5.216363e-41  4.695223e-45  2.002907e-49  4.049166e-54  3.879413e-59
[16,]  8.842865e-37  1.610822e-40  1.390759e-44  5.690691e-49  1.103511e-53
[17,]  7.238223e-33  2.667981e-36  4.661957e-40  3.860860e-44  1.515322e-48
[18,]  2.861805e-29  2.133565e-32  7.544481e-36  1.264548e-39  1.004527e-43
[19,]  5.470075e-26  8.239355e-29  5.894487e-32  1.999448e-35  3.214628e-39
[20,]  5.066838e-23  1.537371e-25  2.223770e-28  1.526295e-31  4.966263e-35
[21,]  2.289131e-20  1.387826e-22  4.052396e-25  5.625596e-28  3.704036e-31
[22,]  5.131861e-18  6.081988e-20  3.570114e-22  1.001422e-24  1.333864e-27
[23,]  5.960424e-16  1.305463e-17  1.523659e-19  8.614557e-22  2.319597e-24
[24,]  3.918763e-14  1.404375e-15  3.166554e-17  3.586252e-19  1.948882e-21
[25,]  1.629464e-12  7.999317e-14  3.247051e-15  7.249943e-17  7.919531e-19
[26,]  4.419325e-11  2.674345e-12  1.697322e-13  7.177097e-15  1.560383e-16
[27,]  7.277570e-10  5.842019e-11  4.864895e-12  3.551672e-13  1.499552e-14
[28,]  6.804574e-09  8.403043e-10  8.613344e-11  9.223306e-12  7.129134e-13
[29,]  3.573879e-08  7.396581e-09  1.032466e-09  1.385725e-10  1.733720e-11
[30,]  1.089348e-07  3.797328e-08  8.189826e-09  1.367892e-09  2.319336e-10
[31,]  2.050114e-07  1.144318e-07  4.006127e-08  9.365308e-09  1.928556e-09
[32,]  2.636481e-07  2.125739e-07  1.176579e-07  4.219289e-08  1.112145e-08
[33,]  2.696420e-07  2.682123e-07  2.141626e-07  1.184488e-07  4.454509e-08
[34,]  2.507726e-07  2.667356e-07  2.653502e-07  2.093100e-07  1.167823e-07
[35,]  2.300170e-07  2.385978e-07  2.596879e-07  2.548116e-07  1.981767e-07
[36,]  2.182150e-07  2.124523e-07  2.267035e-07  2.486207e-07  2.371801e-07
[37,]  1.832818e-07  2.038033e-07  1.965514e-07  2.158898e-07  2.338465e-07
[38,]  1.120044e-07  1.758036e-07  1.895317e-07  1.838815e-07  2.061261e-07
[39,]  6.268226e-08  1.087882e-07  1.670595e-07  1.767946e-07  1.745593e-07
[40,]  4.918263e-08  6.070623e-08  1.047695e-07  1.575457e-07  1.656819e-07
[41,]  3.219716e-08  4.701243e-08  5.850912e-08  9.959606e-08  1.470686e-07
[42,]  1.148082e-08  2.996149e-08  4.448931e-08  5.535597e-08  9.283284e-08
[43,]  2.042248e-09  1.028899e-08  2.750164e-08  4.101409e-08  5.081635e-08
[44,]  1.785365e-10  1.751602e-09  9.102291e-09  2.455331e-08  3.637290e-08
[45,]  7.643279e-12  1.460441e-10  1.486812e-09  7.850919e-09  2.107174e-08
[46,]  1.600149e-13  5.952670e-12  1.185607e-10  1.235331e-09  6.526317e-09
[47,]  1.636716e-15  1.185793e-13  4.610728e-12  9.462927e-11  9.931116e-10
[48,]  8.172263e-18  1.154391e-15  8.748446e-14  3.526242e-12  7.341630e-11
[49,]  1.990071e-20  5.491275e-18  8.103832e-16  6.396435e-14  2.634310e-12
[50,]  2.361147e-23  1.275872e-20  3.666617e-18  5.653246e-16  4.590792e-14
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 2.471129e-178 2.746006e-188 1.446109e-198 3.609061e-209 4.268502e-220
 [2,] 3.811437e-168 8.572504e-178 9.137348e-188 4.615578e-198 1.104893e-208
 [3,] 2.837910e-158 1.291905e-167 2.787120e-177 2.849538e-187 1.380644e-197
 [4,] 1.020059e-148 9.398743e-158 4.104005e-167 8.492577e-177 8.328365e-187
 [5,] 1.769979e-139 3.300849e-148 2.917270e-157 1.221859e-166 2.425238e-176
 [6,] 1.482613e-130 5.596263e-139 1.001064e-147 8.486316e-157 3.409302e-166
 [7,] 5.995649e-122 4.580581e-130 1.658435e-138 2.845573e-147 2.313823e-156
 [8,] 1.170382e-113 1.809777e-121 1.326220e-129 4.605743e-138 7.580069e-147
 [9,] 1.102899e-105 3.451802e-113 5.119758e-121 3.598706e-129 1.198761e-137
[10,]  5.017190e-98 3.178216e-105 9.541130e-113 1.357406e-120 9.151852e-129
[11,]  1.101798e-90  1.412660e-97 8.583546e-105 2.471664e-112 3.372887e-120
[12,]  1.168081e-83  3.031251e-90  3.727902e-97 2.172704e-104 6.001040e-112
[13,]  5.977872e-77  3.139848e-83  7.815631e-90  9.219618e-97 5.154088e-104
[14,]  1.476852e-70  1.570044e-76  7.910066e-83  1.888608e-89  2.136947e-96
[15,]  1.761390e-64  3.790038e-70  3.864784e-76  1.867671e-82  4.277262e-89
[16,]  1.014095e-58  4.416512e-64  9.115360e-70  8.915830e-76  4.132760e-82
[17,]  2.818505e-53  2.484460e-58  1.037861e-63  2.054659e-69  1.927664e-75
[18,]  3.781691e-48  6.747013e-53  5.704685e-58  2.285839e-63  4.340609e-69
[19,]  2.449412e-43  8.844999e-48  1.513665e-52  1.227599e-57  4.718177e-63
[20,]  7.658771e-39  5.597607e-43  1.938855e-47  3.182614e-52  2.475794e-57
[21,]  1.156069e-34  1.710124e-38  1.198888e-42  3.983168e-47  6.271501e-52
[22,]  8.424737e-31  2.522236e-34  3.578824e-38  2.406578e-42  7.669286e-47
[23,]  2.964104e-27  1.795861e-30  5.157236e-34  7.019093e-38  4.527370e-42
[24,]  5.035851e-24  6.173362e-27  3.587791e-30  9.882911e-34  1.290196e-37
[25,]  4.132949e-21  1.024700e-23  1.205030e-26  6.717787e-30  1.774986e-33
[26,]  1.639874e-18  8.215155e-21  1.954177e-23  2.204489e-26  1.178838e-29
[27,]  3.151914e-16  3.183351e-18  1.530531e-20  3.492850e-23  3.779714e-26
[28,]  2.947813e-14  5.971371e-16  5.792560e-18  2.672547e-20  5.851076e-23
[29,]  1.355628e-12  5.441682e-14  1.060733e-15  9.879857e-18  4.373855e-20
[30,]  3.140882e-11  2.428830e-12  9.425336e-14  1.766475e-15  1.579459e-17
[31,]  3.869424e-10  5.409097e-11  4.090490e-12  1.531158e-13  2.757667e-15
[32,]  2.807098e-09  6.262116e-10  8.798619e-11  6.468456e-12  2.332467e-13
[33,]  1.364220e-08  4.089033e-09  9.686116e-10  1.347705e-10  9.599018e-12
[34,]  4.725208e-08  1.704674e-08  5.823742e-09  1.420943e-09  1.940844e-10
[35,]  1.128326e-07  5.035979e-08  2.132361e-08  7.988841e-09  1.968894e-09
[36,]  1.816040e-07  1.069699e-07  5.376260e-08  2.626668e-08  1.045939e-08
[37,]  2.137956e-07  1.610186e-07  9.967970e-08  5.714814e-08  3.144277e-08
[38,]  2.158290e-07  1.865305e-07  1.381890e-07  9.143573e-08  5.999326e-08
[39,]  1.966338e-07  1.951401e-07  1.574731e-07  1.149053e-07  8.259399e-08
[40,]  1.674090e-07  1.861818e-07  1.724379e-07  1.286072e-07  9.269023e-08
[41,]  1.552480e-07  1.604918e-07  1.735145e-07  1.484724e-07  1.015675e-07
[42,]  1.350597e-07  1.441104e-07  1.518095e-07  1.577912e-07  1.241034e-07
[43,]  8.418648e-08  1.210457e-07  1.311069e-07  1.399535e-07  1.389035e-07
[44,]  4.485924e-08  7.371624e-08  1.050351e-07  1.157631e-07  1.245059e-07
[45,]  3.075900e-08  3.783498e-08  6.191694e-08  8.765017e-08  9.843631e-08
[46,]  1.723226e-08  2.466181e-08  3.035043e-08  4.962839e-08  6.998179e-08
[47,]  5.180921e-09  1.334893e-08  1.868020e-08  2.308507e-08  3.781580e-08
[48,]  7.648925e-10  3.901845e-09  9.757312e-09  1.333844e-08  1.661508e-08
[49,]  5.478134e-11  5.602028e-10  2.775395e-09  6.713279e-09  8.967149e-09
[50,]  1.901083e-12  3.898271e-11  3.881242e-10  1.859162e-09  4.341196e-09
              [,41]         [,42]         [,43]         [,44]         [,45]
 [1,] 2.392519e-231 6.355192e-243 8.000048e-255 4.772547e-267 1.349279e-279
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 [6,] 6.490969e-176 5.856620e-186 2.504238e-196 5.074552e-207 4.873196e-218
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 [9,] 1.892416e-146 1.415773e-155 5.019520e-165 8.433817e-175 6.715528e-185
[10,] 2.924190e-137 4.427878e-146 3.177437e-155 1.080568e-164 1.741489e-174
[11,] 2.181279e-128 6.685195e-137 9.709757e-146 6.683381e-155 2.180108e-164
[12,] 7.855058e-120 4.872656e-128 1.432430e-136 1.995606e-145 1.317559e-154
[13,] 1.365487e-111 1.714418e-119 1.020087e-127 2.876416e-136 3.843791e-145
[14,] 1.145888e-103 2.911953e-111 3.506855e-119 2.001451e-127 5.413349e-136
[15,]  4.642242e-96 2.387719e-103 5.820098e-111 6.723121e-119 3.680488e-127
[16,]  9.078520e-89  9.451121e-96 4.662763e-103 1.090177e-110 1.207937e-118
[17,]  8.570751e-82  1.805926e-88  1.803320e-95 8.533739e-103 1.913813e-110
[18,]  3.906175e-75  1.665890e-81  3.366919e-88  3.224873e-95 1.463815e-102
[19,]  8.593856e-69  7.418147e-75  3.034553e-81  5.882847e-88  5.404732e-95
[20,]  9.127274e-63  1.594635e-68  1.320303e-74  5.180590e-81  9.633379e-88
[21,]  4.679621e-57  1.654793e-62  2.773120e-68  2.202355e-74  8.288954e-81
[22,]  1.158263e-51  8.289975e-57  2.811847e-62  4.519848e-68  3.443100e-74
[23,]  1.383916e-46  2.004788e-51  1.376321e-56  4.477799e-62  6.904040e-68
[24,]  7.982334e-42  2.340455e-46  3.252103e-51  2.141519e-56  6.683031e-62
[25,]  2.222678e-37  1.319041e-41  3.709667e-46  4.944312e-51  3.122991e-56
[26,]  2.987689e-33  3.588601e-37  2.042739e-41  5.510564e-46  7.044880e-51
[27,]  1.938759e-29  4.713201e-33  5.430162e-37  2.964884e-41  7.671810e-46
[28,]  6.073609e-26  2.988320e-29  6.968316e-33  7.700737e-37  4.033055e-41
[29,]  9.186245e-23  9.146944e-26  4.316876e-29  9.655609e-33  1.023510e-36
[30,]  6.708964e-20  1.351704e-22  1.291047e-25  5.844515e-29  1.253914e-32
[31,]  2.366656e-17  9.644772e-20  1.864068e-22  1.707822e-25  7.415843e-29
[32,]  4.035465e-15  3.323745e-17  1.299500e-19  2.409263e-22  2.117305e-25
[33,]  3.331423e-13  5.535346e-15  4.375006e-17  1.640986e-19  2.918406e-22
[34,]  1.336330e-11  4.460919e-13  7.116762e-15  5.397382e-17  1.942116e-19
[35,]  2.625591e-10  1.744900e-11  5.599803e-13  8.576281e-15  6.240788e-17
[36,]  2.570915e-09  3.334805e-10  2.136644e-11  6.589528e-13  9.686950e-15
[37,]  1.299802e-08  3.159135e-09  3.975221e-10  2.453293e-11  7.268623e-13
[38,]  3.622126e-08  1.527955e-08  3.649793e-09  4.446148e-10  2.641096e-11
[39,]  6.164309e-08  3.987897e-08  1.695288e-08  3.961957e-09  4.664967e-10
[40,]  7.336416e-08  6.146854e-08  4.176297e-08  1.772636e-08  4.039116e-09
[41,]  7.262365e-08  6.386609e-08  5.905414e-08  4.146352e-08  1.744894e-08
[42,]  7.750888e-08  5.530682e-08  5.422841e-08  5.434523e-08  3.893568e-08
[43,]  1.002908e-07  5.708649e-08  4.093403e-08  4.466681e-08  4.769417e-08
[44,]  1.175664e-07  7.802515e-08  4.051100e-08  2.941217e-08  3.549874e-08
[45,]  1.060983e-07  9.515131e-08  5.820025e-08  2.764222e-08  2.047660e-08
[46,]  8.015050e-08  8.614874e-08  7.332350e-08  4.146737e-08  1.809379e-08
[47,]  5.326965e-08  6.223993e-08  6.640441e-08  5.362090e-08  2.812937e-08
[48,]  2.732103e-08  3.856713e-08  4.596218e-08  4.846232e-08  3.711880e-08
[49,]  1.130046e-08  1.868359e-08  2.651898e-08  3.221008e-08  3.342252e-08
[50,]  5.672025e-09  7.256754e-09  1.208146e-08  1.730231e-08  2.138672e-08
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 1.807787e-292 1.147849e-305 3.453964e-319  0.000000e+00  0.000000e+00
 [2,] 3.217137e-279 4.134468e-292 2.518043e-305 7.267755e-319  0.000000e+00
 [3,] 2.763810e-266 7.189046e-279 8.861918e-292 5.176991e-305 1.433255e-318
 [4,] 1.146208e-253 6.034475e-266 1.505597e-278 1.780211e-291 9.975406e-305
 [5,] 2.294750e-241 2.445255e-253 1.234828e-265 2.955167e-278 3.351614e-291
 [6,] 2.217807e-229 4.783277e-241 4.889007e-253 2.368150e-265 5.436182e-278
 [7,] 1.034838e-217 4.517399e-229 9.345397e-241 9.162211e-253 4.256956e-265
 [8,] 2.330735e-206 2.059310e-217 8.622713e-229 1.711037e-240 1.609056e-252
 [9,] 2.534135e-195 4.531809e-206 3.840667e-217 1.542535e-228 2.936024e-240
[10,] 1.330097e-184 4.814353e-195 8.258211e-206 6.713164e-217 2.586215e-228
[11,] 3.370182e-174 2.468999e-184 8.571993e-195 1.410380e-205 1.099730e-216
[12,] 4.122483e-164 6.112797e-174 4.295506e-184 1.430481e-194 2.257593e-205
[13,] 2.434229e-154 7.305593e-164 1.039065e-173 7.003634e-184 2.237175e-194
[14,] 6.938740e-145 4.214903e-154 1.213355e-163 1.655318e-173 1.070214e-183
[15,] 9.548463e-136 1.173962e-144 6.840181e-154 1.888751e-163 2.471595e-173
[16,] 6.342861e-127 1.578405e-135 1.861423e-144 1.040316e-153 2.755375e-163
[17,] 2.034012e-118 1.024471e-126 2.445340e-135 2.766127e-144 1.482861e-153
[18,] 3.148862e-110 3.210061e-118 1.550838e-126 3.550690e-135 3.852606e-144
[19,] 2.353176e-102 4.855422e-110 4.747806e-118 2.200150e-126 4.831778e-135
[20,]  8.489297e-95 3.545335e-102 7.016753e-110 6.581250e-118 2.925337e-126
[21,]  1.478447e-87  1.249695e-94 5.006059e-102 9.503445e-110 8.549908e-118
[22,]  1.242994e-80  2.126577e-87  1.724195e-94 6.624986e-102 1.206365e-109
[23,]  5.044702e-74  1.746869e-80  2.866676e-87  2.229411e-94 8.216688e-102
[24,]  9.883678e-68  6.927179e-74  2.300846e-80  3.621696e-87  2.701665e-94
[25,]  9.348229e-62  1.326113e-67  8.915080e-74  2.840293e-80  4.288408e-87
[26,]  4.268202e-56  1.225488e-61  1.667503e-67  1.075270e-73  3.285967e-80
[27,]  9.407672e-51  5.467131e-56  1.505671e-61  1.965143e-67  1.215495e-73
[28,]  1.000993e-45  1.177392e-50  6.563031e-56  1.733730e-61  2.170467e-67
[29,]  5.141630e-41  1.224063e-45  1.381021e-50  7.383977e-56  1.871006e-61
[30,]  1.274933e-36  6.143313e-41  1.402853e-45  1.518152e-50  7.785979e-56
[31,]  1.526118e-32  1.488381e-36  6.879168e-41  1.506787e-45  1.564092e-50
[32,]  8.818858e-29  1.740794e-32  1.628474e-36  7.219535e-41  1.516816e-45
[33,]  2.460148e-25  9.828785e-29  1.860985e-32  1.669872e-36  7.100997e-41
[34,]  3.313173e-22  2.679007e-25  1.026648e-28  1.864542e-32  1.604797e-36
[35,]  2.154205e-19  3.525170e-22  2.734153e-25  1.005031e-28  1.750806e-32
[36,]  6.763081e-17  2.239438e-19  3.515228e-22  2.615220e-25  9.220918e-29
[37,]  1.025511e-14  6.869040e-17  2.181880e-19  3.285218e-22  2.344394e-25
[38,]  7.515414e-13  1.017547e-14  6.538722e-17  1.992334e-19  2.877486e-22
[39,]  2.665660e-11  7.283574e-13  9.462906e-15  5.833550e-17  1.705033e-19
[40,]  4.590755e-10  2.522231e-11  6.616338e-13  8.247970e-15  4.877701e-17
[41,]  3.865789e-09  4.236753e-10  2.237197e-11  5.633324e-13  6.737827e-15
[42,]  1.615620e-08  3.472463e-09  3.666473e-10  1.860137e-11  4.495517e-13
[43,]  3.452165e-08  1.406227e-08  2.926722e-09  2.975030e-10  1.449750e-11
[44,]  3.978520e-08  2.886257e-08  1.150002e-08  2.314113e-09  2.263237e-10
[45,]  2.709134e-08  3.146648e-08  2.273203e-08  8.832618e-09  1.716235e-09
[46,]  1.377710e-08  1.977408e-08  2.355148e-08  1.685185e-08  6.369127e-09
[47,]  1.133459e-08  8.932568e-09  1.375961e-08  1.665647e-08  1.175092e-08
[48,]  1.811703e-08  6.779543e-09  5.564894e-09  9.104219e-09  1.111779e-08
[49,]  2.427684e-08  1.105355e-08  3.863634e-09  3.322186e-09  5.716273e-09
[50,]  2.175127e-08  1.497953e-08  6.376862e-09  2.094087e-09  1.895952e-09

> 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  
 -8.614e+04    6.832e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/72mbq1257294910.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] 442804.0 447138.6 451473.1 455807.6 460142.1 464476.7 468811.2 473145.7
 [9] 477480.3 481814.8 486149.3 490483.8 494818.4 499152.9 503487.4 507822.0
[17] 512156.5 516491.0 520825.6 525160.1 529494.6 533829.1 538163.7 542498.2
[25] 546832.7 551167.3 555501.8 559836.3 564170.9 568505.4 572839.9 577174.4
[33] 581509.0 585843.5 590178.0 594512.6 598847.1 603181.6 607516.2 611850.7
[41] 616185.2 620519.7 624854.3 629188.8 633523.3 637857.9 642192.4 646526.9
[49] 650861.4 655196.0

$yords
 [1]  63425.00  64773.73  66122.47  67471.20  68819.93  70168.67  71517.40
 [8]  72866.14  74214.87  75563.61  76912.34  78261.08  79609.81  80958.55
[15]  82307.28  83656.02  85004.75  86353.49  87702.22  89050.96  90399.69
[22]  91748.43  93097.16  94445.90  95794.63  97143.37  98492.10  99840.84
[29] 101189.57 102538.31 103887.04 105235.78 106584.51 107933.25 109281.98
[36] 110630.72 111979.45 113328.19 114676.92 116025.66 117374.39 118723.13
[43] 120071.86 121420.60 122769.33 124118.07 125466.80 126815.53 128164.27
[50] 129513.00

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.440234e-22 4.537072e-21 2.587699e-20 1.380137e-19 6.881948e-19
 [2,] 4.479227e-21 2.611036e-20 1.423943e-19 7.264364e-19 3.466266e-18
 [3,] 2.531238e-20 1.410058e-19 7.349762e-19 3.584636e-18 1.635771e-17
 [4,] 1.343081e-19 7.149132e-19 3.560652e-18 1.659553e-17 7.238644e-17
 [5,] 6.691828e-19 3.403949e-18 1.619806e-17 7.212861e-17 3.006030e-16
 [6,] 3.130467e-18 1.522159e-17 6.921399e-17 2.944392e-16 1.172205e-15
 [7,] 1.374568e-17 6.391929e-17 2.778141e-16 1.129207e-15 4.294257e-15
 [8,] 5.662822e-17 2.519868e-16 1.047362e-15 4.068890e-15 1.478315e-14
 [9,] 2.187754e-16 9.322407e-16 3.707751e-15 1.377410e-14 4.782782e-14
[10,] 7.922332e-16 3.235147e-15 1.232096e-14 4.379644e-14 1.454121e-13
[11,] 2.687933e-15 1.052687e-14 3.841838e-14 1.307607e-13 4.153859e-13
[12,] 8.542277e-15 3.210757e-14 1.123717e-13 3.664839e-13 1.114656e-12
[13,] 2.542612e-14 9.178108e-14 3.082588e-13 9.640160e-13 2.809250e-12
[14,] 7.089234e-14 2.459032e-13 7.930759e-13 2.379836e-12 6.649300e-12
[15,] 1.852294e-13 6.177076e-13 1.914099e-12 5.514757e-12 1.478298e-11
[16,] 4.538527e-13 1.455727e-12 4.336141e-12 1.200141e-11 3.088408e-11
[17,] 1.043880e-12 3.221566e-12 9.228241e-12 2.454865e-11 6.067863e-11
[18,] 2.256771e-12 6.703541e-12 1.847392e-11 4.725515e-11 1.122513e-10
[19,] 4.593398e-12 1.313737e-11 3.484568e-11 8.574914e-11 1.958591e-10
[20,] 8.819520e-12 2.429775e-11 6.205947e-11 1.470026e-10 3.230634e-10
[21,] 1.601196e-11 4.251669e-11 1.046364e-10 2.387545e-10 5.052635e-10
[22,] 2.756638e-11 7.060271e-11 1.675720e-10 3.686765e-10 7.521288e-10
[23,] 4.516665e-11 1.116931e-10 2.559543e-10 5.436846e-10 1.070814e-09
[24,] 7.076078e-11 1.691696e-10 3.748428e-10 7.700133e-10 1.466930e-09
[25,] 1.066525e-10 2.468698e-10 5.298248e-10 1.054638e-09 1.947772e-09
[26,] 1.558644e-10 3.498444e-10 7.285395e-10 1.408132e-09 2.527130e-09
[27,] 2.228827e-10 4.857156e-10 9.829415e-10 1.847984e-09 3.229235e-09
[28,] 3.146712e-10 6.661931e-10 1.311143e-09 2.399982e-09 4.087831e-09
[29,] 4.414150e-10 9.075730e-10 1.736678e-09 3.094327e-09 5.136186e-09
[30,] 6.159952e-10 1.228513e-09 2.282759e-09 3.953860e-09 6.386636e-09
[31,] 8.510614e-10 1.643685e-09 2.960491e-09 4.975055e-09 7.804070e-09
[32,] 1.153238e-09 2.153594e-09 3.753315e-09 6.107731e-09 9.284569e-09
[33,] 1.515580e-09 2.733649e-09 4.603996e-09 7.244004e-09 1.065362e-08
[34,] 1.911331e-09 3.328071e-09 5.412687e-09 8.227111e-09 1.169392e-08
[35,] 2.293071e-09 3.854332e-09 6.052248e-09 8.884061e-09 1.220027e-08
[36,] 2.600183e-09 4.220324e-09 6.399804e-09 9.074492e-09 1.204402e-08
[37,] 2.774037e-09 4.350229e-09 6.374577e-09 8.737733e-09 1.122110e-08
[38,] 2.776005e-09 4.209483e-09 5.966610e-09 7.917727e-09 9.861603e-09
[39,] 2.600884e-09 3.817967e-09 5.243318e-09 6.753845e-09 8.195367e-09
[40,] 2.279608e-09 3.245143e-09 4.330294e-09 5.440690e-09 6.486913e-09
[41,] 1.869811e-09 2.589028e-09 3.374372e-09 4.173373e-09 4.965403e-09
[42,] 1.438391e-09 1.947985e-09 2.504090e-09 3.099344e-09 3.774259e-09
[43,] 1.043380e-09 1.396491e-09 1.801913e-09 2.292272e-09 2.953863e-09
[44,] 7.217715e-10 9.726930e-10 1.295481e-09 1.752242e-09 2.456285e-09
[45,] 4.862735e-10 6.793294e-10 9.663426e-10 1.426131e-09 2.180499e-09
[46,] 3.297893e-10 4.941856e-10 7.688166e-10 1.236807e-09 2.012971e-09
[47,] 2.338962e-10 3.839775e-10 6.502903e-10 1.110167e-09 1.860758e-09
[48,] 1.773722e-10 3.163575e-10 5.665881e-10 9.929453e-10 1.669724e-09
[49,] 1.422063e-10 2.672089e-10 4.896476e-10 8.590148e-10 1.426548e-09
[50,] 1.163228e-10 2.228873e-10 4.079639e-10 7.059238e-10 1.148315e-09
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.207643e-18 1.397179e-17 5.686258e-17 2.161953e-16 7.678657e-16
 [2,] 1.546689e-17 6.452543e-17 2.516279e-16 9.170886e-16 3.123489e-15
 [3,] 6.983114e-17 2.788372e-16 1.041229e-15 3.635444e-15 1.186649e-14
 [4,] 2.954677e-16 1.128506e-15 4.032516e-15 1.347895e-14 4.213844e-14
 [5,] 1.172608e-15 4.281366e-15 1.463017e-14 4.678470e-14 1.399877e-13
 [6,] 4.368264e-15 1.523910e-14 4.976985e-14 1.521644e-13 4.354773e-13
 [7,] 1.528449e-14 5.092939e-14 1.588934e-13 4.641853e-13 1.269775e-12
 [8,] 5.025524e-14 1.599140e-13 4.764388e-13 1.329310e-12 3.473704e-12
 [9,] 1.553191e-13 4.719773e-13 1.342621e-12 3.576558e-12 8.924036e-12
[10,] 4.512647e-13 1.309799e-12 3.557626e-12 9.046920e-12 2.154720e-11
[11,] 1.232509e-12 3.418239e-12 8.866954e-12 2.152594e-11 4.893155e-11
[12,] 3.164131e-12 8.389356e-12 2.079137e-11 4.819664e-11 1.045695e-10
[13,] 7.634377e-12 1.936314e-11 4.587084e-11 1.015747e-10 2.103962e-10
[14,] 1.731134e-11 4.202913e-11 9.523161e-11 2.015436e-10 3.987099e-10
[15,] 3.689627e-11 8.580553e-11 1.860807e-10 3.766084e-10 7.119308e-10
[16,] 7.394345e-11 1.648298e-10 3.423492e-10 6.630445e-10 1.198430e-09
[17,] 1.394464e-10 2.981448e-10 5.934737e-10 1.100668e-09 1.903439e-09
[18,] 2.477557e-10 5.084000e-10 9.705515e-10 1.724913e-09 2.856148e-09
[19,] 4.154354e-10 8.187329e-10 1.500084e-09 2.556838e-09 4.057067e-09
[20,] 6.590001e-10 1.248321e-09 2.197055e-09 3.594877e-09 5.471925e-09
[21,] 9.920901e-10 1.808167e-09 3.060474e-09 4.813220e-09 7.037955e-09
[22,] 1.423302e-09 2.499385e-09 4.074699e-09 6.170303e-09 8.684163e-09
[23,] 1.956205e-09 3.316022e-09 5.218164e-09 7.626810e-09 1.036029e-08
[24,] 2.592633e-09 4.252794e-09 6.477692e-09 9.167148e-09 1.206263e-08
[25,] 3.338997e-09 5.315494e-09 7.862609e-09 1.081407e-08 1.384246e-08
[26,] 4.213208e-09 6.528901e-09 9.410168e-09 1.262548e-08 1.578641e-08
[27,] 5.247643e-09 7.935260e-09 1.117415e-08 1.466690e-08 1.796823e-08
[28,] 6.482595e-09 9.577600e-09 1.319342e-08 1.696276e-08 2.038505e-08
[29,] 7.946606e-09 1.146737e-08 1.544644e-08 1.944200e-08 2.290339e-08
[30,] 9.625808e-09 1.354499e-08 1.780889e-08 2.190313e-08 2.524498e-08
[31,] 1.143269e-08 1.565089e-08 2.003794e-08 2.402439e-08 2.703228e-08
[32,] 1.319114e-08 1.752772e-08 2.180288e-08 2.543015e-08 2.789033e-08
[33,] 1.465368e-08 1.886592e-08 2.276400e-08 2.579991e-08 2.757285e-08
[34,] 1.555536e-08 1.938612e-08 2.267775e-08 2.498155e-08 2.606321e-08
[35,] 1.569094e-08 1.893113e-08 2.148813e-08 2.306225e-08 2.360650e-08
[36,] 1.498667e-08 1.752988e-08 1.936462e-08 2.036457e-08 2.065669e-08
[37,] 1.353549e-08 1.540426e-08 1.666778e-08 1.736652e-08 1.775761e-08
[38,] 1.157875e-08 1.291330e-08 1.385401e-08 1.457452e-08 1.540020e-08
[39,] 9.440038e-09 1.045539e-08 1.135442e-08 1.239379e-08 1.390155e-08
[40,] 7.436894e-09 8.364964e-09 9.469595e-09 1.103581e-08 1.333711e-08
[41,] 5.802923e-09 6.837972e-09 8.310643e-09 1.048492e-08 1.353858e-08
[42,] 4.644417e-09 5.905377e-09 7.797722e-09 1.052669e-08 1.415291e-08
[43,] 3.939504e-09 5.455161e-09 7.708859e-09 1.082459e-08 1.474517e-08
[44,] 3.572134e-09 5.288608e-09 7.759529e-09 1.102170e-08 1.491832e-08
[45,] 3.384149e-09 5.189724e-09 7.688101e-09 1.083837e-08 1.441622e-08
[46,] 3.227097e-09 4.986582e-09 7.322888e-09 1.013844e-08 1.317972e-08
[47,] 2.999388e-09 4.588674e-09 6.613542e-09 8.946268e-09 1.133993e-08
[48,] 2.661357e-09 3.993423e-09 5.621878e-09 7.414169e-09 9.156324e-09
[49,] 2.228686e-09 3.265475e-09 4.481209e-09 5.757465e-09 6.926896e-09
[50,] 1.751216e-09 2.500841e-09 3.343160e-09 4.184192e-09 4.905011e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.547915e-15 7.901365e-15 2.291870e-14 6.227587e-14 1.589481e-13
 [2,] 9.941422e-15 2.957555e-14 8.229035e-14 2.143966e-13 5.241807e-13
 [3,] 3.620908e-14 1.032980e-13 2.756284e-13 6.885154e-13 1.612936e-12
 [4,] 1.231981e-13 3.368590e-13 8.616486e-13 2.063253e-12 4.631487e-12
 [5,] 3.918897e-13 1.026410e-12 2.515580e-12 5.772218e-12 1.241423e-11
 [6,] 1.166514e-12 2.924659e-12 6.863923e-12 1.508532e-11 3.107515e-11
 [7,] 3.252385e-12 7.800359e-12 1.751888e-11 3.685667e-11 7.268878e-11
 [8,] 8.502248e-12 1.949267e-11 4.186534e-11 8.425743e-11 1.590054e-10
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[20,] 2.429195e-09 1.474126e-09 8.454387e-10 4.564250e-10 2.312376e-10
[21,] 1.593301e-09 9.357110e-10 5.200133e-10 2.725653e-10 1.344534e-10
[22,] 1.015526e-09 5.835178e-10 3.187830e-10 1.653334e-10 8.141591e-11
[23,] 6.753839e-10 3.910757e-10 2.177441e-10 1.166583e-10 6.023467e-11
[24,] 5.346134e-10 3.262030e-10 1.933649e-10 1.111540e-10 6.178583e-11
[25,] 5.547177e-10 3.612918e-10 2.276041e-10 1.379560e-10 7.999200e-11
[26,] 7.050393e-10 4.762015e-10 3.079694e-10 1.896788e-10 1.106705e-10
[27,] 9.618065e-10 6.553136e-10 4.243446e-10 2.599015e-10 1.498894e-10
[28,] 1.301291e-09 8.816432e-10 5.648019e-10 3.406364e-10 1.926623e-10
[29,] 1.691456e-09 1.131320e-09 7.125849e-10 4.210275e-10 2.325787e-10
[30,] 2.086758e-09 1.371513e-09 8.459709e-10 4.880364e-10 2.625982e-10
[31,] 2.429848e-09 1.563707e-09 9.416293e-10 5.290564e-10 2.767242e-10
[32,] 2.661388e-09 1.671974e-09 9.804803e-10 5.354444e-10 2.718200e-10
[33,] 2.735269e-09 1.673270e-09 9.536078e-10 5.053554e-10 2.486800e-10
[34,] 2.633077e-09 1.565143e-09 8.654130e-10 4.444605e-10 2.117938e-10
[35,] 2.370981e-09 1.367040e-09 7.323491e-10 3.641198e-10 1.678792e-10
[36,] 1.995329e-09 1.114294e-09 5.777094e-10 2.778196e-10 1.238454e-10
[37,] 1.568577e-09 8.474193e-10 4.247810e-10 1.974298e-10 8.504019e-11
[38,] 1.151641e-09 6.012791e-10 2.911674e-10 1.307048e-10 5.436927e-11
[39,] 7.897103e-10 3.981228e-10 1.861108e-10 8.064136e-11 3.237744e-11
[40,] 5.058859e-10 2.460756e-10 1.109772e-10 4.638900e-11 1.796829e-11
[41,] 3.028408e-10 1.420425e-10 6.176568e-11 2.489428e-11 9.298064e-12
[42,] 1.694805e-10 7.660799e-11 3.210316e-11 1.246999e-11 4.489160e-12
[43,] 8.870208e-11 3.862261e-11 1.559092e-11 5.834075e-12 2.023465e-12
[44,] 4.343089e-11 1.820983e-11 7.078436e-12 2.550712e-12 8.520159e-13
[45,] 1.989827e-11 8.031783e-12 3.005573e-12 1.042673e-12 3.353207e-13
[46,] 8.531562e-12 3.314755e-12 1.193918e-12 3.986593e-13 1.234055e-13
[47,] 3.423095e-12 1.280121e-12 4.437606e-13 1.426042e-13 4.248322e-14
[48,] 1.284990e-12 4.625598e-13 1.543303e-13 4.772906e-14 1.368335e-14
[49,] 4.511506e-13 1.563480e-13 5.021252e-14 1.494601e-14 4.123566e-15
[50,] 1.480735e-13 4.941405e-14 1.527896e-14 4.377839e-15 1.162516e-15

> 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  
  1.706e+05   -1.341e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> system("convert tmp/11j131257294910.ps tmp/11j131257294910.png")
> system("convert tmp/2y8ks1257294910.ps tmp/2y8ks1257294910.png")
> system("convert tmp/3oiv61257294910.ps tmp/3oiv61257294910.png")
> system("convert tmp/4577h1257294910.ps tmp/4577h1257294910.png")
> system("convert tmp/5ph8k1257294910.ps tmp/5ph8k1257294910.png")
> system("convert tmp/6z9r71257294910.ps tmp/6z9r71257294910.png")
> system("convert tmp/72mbq1257294910.ps tmp/72mbq1257294910.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.300   2.050   3.871