R version 2.7.2 (2008-08-25)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(3258.1,3140.1,3627.4,3279.4,3204,3515.6,3146.6,2271.7,3627.9,3553.4,3018.3,3355.4,3242,3311.1,4125.2,3423,3120.3,3863,3240.8,2837.4,3945,3684.1,3659.6,3769.6,3592.7,3754,4507.8,3853.2,3817.2,3958.4,3428.9,3125.7,3977,3983.3,4299.6,4306.9,4259.5,3986,4755.6,3925.6,4206.5,4323.4,3816.1,3410.7,4227.4,4296.9,4351.7,3800,4277,4100.2,4672.5,4189.9,4231.9,4654.9,4298.5,3635.9,4505.1,4910.1,4908.7,4101.4)
> y <- c(2236,2084.9,2409.5,2199.3,2203.5,2254.1,1975.8,1742.2,2520.6,2438.1,2126.3,2267.5,2201.1,2128.5,2596,2458.2,2210.5,2621.2,2231.4,2103.6,2685.8,2539.3,2462.4,2693.3,2307.7,2385.9,2737.6,2653.9,2545.4,2848.8,2359.5,2488.3,2861.1,2717.9,2844,2749,2652.9,2660.2,3187.1,2774.1,3158.2,3244.6,2665.5,2820.8,2983.4,3077.4,3024.8,2731.8,3046.2,2834.8,3292.8,2946.1,3196.9,3284.2,3003,2979,3137.4,3647.7,3283,2947.3)
> x <- c(3134.5,3510.5,4047.4,3580.8,3567.3,3920.1,3764.8,3139.3,4126.1,3920,3868.3,3414,3423.4,3819,4482.7,4040.4,3720.3,4405,3916.6,3540.5,4486.4,4213.6,4521.7,4102.3,3854.1,4106.5,4870.9,4559.7,4072.1,4687.7,4096.1,4107.2,4888,4256.2,4593.8,3888.2,4232.7,4386.2,5203.6,4456.6,4828.4,5244.6,4407.6,4809.3,5226.8,5290.2,5068.8,4425.2,4971,4806.9,5565.8,4754.9,5220,5684.3,4815.3,5114.4,5273.9,5602.6,5609.7,4168.9)
> par7 = 'Frankrijk'
> par6 = 'Nederland'
> par5 = 'Duitsland'
> 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/1wzm01226415340.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/2w8an1226415340.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/34cie1226415340.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/4leqk1226415340.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/5xoxq1226415340.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  
    147.397        0.571  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6t5ls1226415340.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] 1436.782 1488.136 1539.490 1590.843 1642.197 1693.551 1744.905 1796.259
 [9] 1847.612 1898.966 1950.320 2001.674 2053.028 2104.381 2155.735 2207.089
[17] 2258.443 2309.797 2361.150 2412.504 2463.858 2515.212 2566.566 2617.919
[25] 2669.273 2720.627 2771.981 2823.334 2874.688 2926.042 2977.396 3028.750
[33] 3080.103 3131.457 3182.811 3234.165 3285.519 3336.872 3388.226 3439.580
[41] 3490.934 3542.288 3593.641 3644.995 3696.349 3747.703 3799.057 3850.410
[49] 3901.764 3953.118

$yords
 [1] 1876.442 1946.420 2016.398 2086.376 2156.354 2226.332 2296.310 2366.287
 [9] 2436.265 2506.243 2576.221 2646.199 2716.177 2786.155 2856.132 2926.110
[17] 2996.088 3066.066 3136.044 3206.022 3276.000 3345.977 3415.955 3485.933
[25] 3555.911 3625.889 3695.867 3765.845 3835.823 3905.800 3975.778 4045.756
[33] 4115.734 4185.712 4255.690 4325.668 4395.645 4465.623 4535.601 4605.579
[41] 4675.557 4745.535 4815.513 4885.490 4955.468 5025.446 5095.424 5165.402
[49] 5235.380 5305.358

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  5.623705e-06  5.646175e-06  3.760086e-06  1.704604e-06  5.994136e-07
 [2,]  5.663330e-06  8.172857e-06  7.793694e-06  4.971634e-06  2.228141e-06
 [3,]  3.903518e-06  8.101765e-06  1.108947e-05  1.008079e-05  6.224764e-06
 [4,]  1.841411e-06  5.498386e-06  1.081438e-05  1.407467e-05  1.227431e-05
 [5,]  5.945330e-07  2.554487e-06  7.223672e-06  1.348779e-05  1.676288e-05
 [6,]  1.314159e-07  8.125541e-07  3.304713e-06  8.861741e-06  1.575617e-05
 [7,]  1.990414e-08  1.770835e-07  1.035914e-06  3.991544e-06  1.017212e-05
 [8,]  2.071226e-09  2.649872e-08  2.228847e-07  1.234062e-06  4.511363e-06
 [9,]  1.493580e-10  2.740976e-09  3.309391e-08  2.630211e-07  1.378888e-06
[10,]  7.691065e-12  2.002528e-10  3.447501e-09  3.915892e-08  2.935562e-07
[11,]  3.162589e-13  1.111730e-11  2.652949e-10  4.234261e-09  4.489769e-08
[12,]  1.422637e-14  5.850581e-13  1.755286e-11  3.705861e-10  5.355786e-09
[13,]  8.970220e-16  4.013901e-14  1.333068e-12  3.294692e-11  5.925972e-10
[14,]  5.954260e-17  3.298930e-15  1.280231e-13  3.584229e-12  7.392881e-11
[15,]  3.111797e-18  2.350295e-16  1.196632e-14  4.184714e-13  1.031157e-11
[16,]  1.160090e-19  1.237469e-17  8.756786e-16  4.145372e-14  1.331305e-12
[17,]  3.000110e-21  4.575343e-19  4.600294e-17  3.059882e-15  1.354709e-13
[18,]  5.334736e-23  1.168327e-20  1.682924e-18  1.596641e-16  1.000186e-14
[19,]  6.502485e-25  2.048381e-22  4.240338e-20  5.771598e-18  5.170629e-16
[20,]  5.426769e-27  2.460491e-24  7.328451e-22  1.434258e-19  1.845285e-17
[21,]  3.099652e-29  2.023224e-26  8.674183e-24  2.443042e-21  4.521177e-19
[22,]  1.211506e-31  1.138533e-28  7.027444e-26  2.849221e-23  7.589196e-21
[23,]  3.240055e-34  4.384055e-31  3.896036e-28  2.274211e-25  8.720668e-23
[24,]  5.929043e-37  1.155094e-33  1.477984e-30  1.242157e-27  6.857766e-25
[25,]  7.423653e-40  2.082387e-36  3.836394e-33  4.642338e-30  3.690154e-27
[26,]  6.359894e-43  2.568653e-39  6.813626e-36  1.187138e-32  1.358677e-29
[27,]  3.728043e-46  2.167948e-42  8.280052e-39  2.077144e-35  3.422872e-32
[28,]  1.495240e-49  1.251962e-45  6.884732e-42  2.486747e-38  5.900183e-35
[29,]  4.103358e-53  4.946887e-49  3.916876e-45  2.037021e-41  6.958886e-38
[30,]  7.704888e-57  1.337431e-52  1.524724e-48  1.141716e-44  5.615812e-41
[31,]  9.899021e-61  2.474057e-56  4.061078e-52  4.378441e-48  3.100877e-44
[32,]  8.701935e-65  3.131452e-60  7.400982e-56  1.148891e-51  1.171532e-47
[33,]  5.234050e-69  2.711941e-64  9.228600e-60  2.062703e-55  3.028465e-51
[34,]  2.154074e-73  1.606998e-68  7.873772e-64  2.533931e-59  5.356625e-55
[35,]  6.065684e-78  6.515489e-73  4.596491e-68  2.129854e-63  6.482713e-59
[36,]  1.168685e-82  1.807495e-77  1.835983e-72  1.224908e-67  5.368104e-63
[37,]  1.540693e-87  3.430901e-82  5.017779e-77  4.820117e-72  3.041485e-67
[38,]  1.389739e-92  4.455924e-87  9.383246e-82  1.297808e-76  1.179096e-71
[39,]  8.577172e-98  3.959691e-92  1.200573e-86  2.390878e-81  3.127568e-76
[40,] 3.622084e-103  2.407621e-97  1.051060e-91  3.013753e-86  5.676327e-81
[41,] 1.046578e-108 1.001645e-102  6.296003e-97  2.599300e-91  7.048988e-86
[42,] 2.069083e-114 2.851232e-108 2.580453e-102  1.533907e-96  5.989355e-91
[43,] 2.798904e-120 5.553352e-114 7.236534e-108 6.193626e-102  3.482064e-96
[44,] 2.590580e-126 7.400765e-120 1.388558e-113 1.711157e-107 1.385135e-101
[45,] 1.640607e-132 6.748336e-126 1.823039e-119 3.234694e-113 3.770042e-107
[46,] 7.108838e-139 4.210208e-132 1.637628e-125 4.183735e-119 7.020823e-113
[47,] 2.107673e-145 1.797300e-138 1.006571e-131 3.702582e-125 8.946214e-119
[48,] 4.275692e-152 5.249723e-145 4.233233e-138 2.242043e-131 7.799901e-125
[49,] 5.934831e-159 1.049182e-151 1.218144e-144 9.289274e-138 4.653050e-131
[50,] 5.636493e-166 1.434709e-158 2.398412e-151 2.633410e-144 1.899263e-137
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  2.820188e-07  3.050698e-07  4.579012e-07  6.345528e-07  6.864158e-07
 [2,]  8.785476e-07  5.655638e-07  6.964225e-07  1.006942e-06  1.310637e-06
 [3,]  2.854661e-06  1.364876e-06  1.158967e-06  1.506856e-06  2.075740e-06
 [4,]  7.470546e-06  3.691197e-06  2.263881e-06  2.343941e-06  3.074560e-06
 [5,]  1.417773e-05  8.756746e-06  4.961758e-06  3.924475e-06  4.573180e-06
 [6,]  1.883653e-05  1.572857e-05  1.027764e-05  7.038707e-06  6.876372e-06
 [7,]  1.731188e-05  2.014865e-05  1.706258e-05  1.238370e-05  1.044524e-05
 [8,]  1.096606e-05  1.801669e-05  2.079523e-05  1.850402e-05  1.553403e-05
 [9,]  4.792836e-06  1.117727e-05  1.796195e-05  2.109357e-05  2.047112e-05
[10,]  1.457081e-06  4.829491e-06  1.089811e-05  1.744464e-05  2.146487e-05
[11,]  3.159249e-07  1.481933e-06  4.696815e-06  1.036317e-05  1.686433e-05
[12,]  5.216830e-08  3.407834e-07  1.501004e-06  4.547010e-06  9.886172e-06
[13,]  7.520415e-09  6.573915e-08  3.915714e-07  1.597421e-06  4.583040e-06
[14,]  1.122918e-09  1.230755e-08  9.492161e-08  5.072093e-07  1.884036e-06
[15,]  1.837466e-10  2.401149e-09  2.286866e-08  1.556148e-07  7.432337e-07
[16,]  2.961969e-11  4.683344e-10  5.376262e-09  4.507254e-08  2.727485e-07
[17,]  4.034630e-12  8.219910e-11  1.172292e-09  1.199077e-08  8.929232e-08
[18,]  4.155823e-13  1.154494e-11  2.172822e-10  2.825482e-09  2.600608e-08
[19,]  3.054602e-14  1.193951e-12  3.106285e-11  5.434416e-10  6.496938e-09
[20,]  1.561950e-15  8.710492e-14  3.208410e-12  7.840772e-11  1.281227e-09
[21,]  5.499926e-17  4.400620e-15  2.318466e-13  8.058455e-12  1.854099e-10
[22,]  1.328324e-18  1.528226e-16  1.156329e-14  5.759297e-13  1.891028e-11
[23,]  2.197109e-20  3.637665e-18  3.959178e-16  2.834048e-14  1.335214e-12
[24,]  2.487426e-22  5.928513e-20  9.287013e-18  9.564953e-16  6.479803e-14
[25,]  1.927103e-24  6.612673e-22  1.491261e-19  2.210810e-17  2.155348e-15
[26,]  1.021598e-26  5.047172e-24  1.638735e-21  3.497583e-19  4.908567e-17
[27,]  3.705628e-29  2.635928e-26  1.232231e-23  3.786516e-21  7.650642e-19
[28,]  9.196984e-32  9.419408e-29  6.339943e-26  2.804993e-23  8.159816e-21
[29,]  1.561813e-34  2.303110e-31  2.231936e-28  1.421774e-25  5.954935e-23
[30,]  1.814727e-37  3.853053e-34  5.376236e-31  4.930955e-28  2.973570e-25
[31,]  1.442756e-40  4.410570e-37  8.860831e-34  1.170123e-30  1.015969e-27
[32,]  7.848245e-44  3.454478e-40  9.992377e-37  1.899900e-33  2.375100e-30
[33,]  2.921129e-47  1.851266e-43  7.710134e-40  2.110711e-36  3.799113e-33
[34,]  7.439249e-51  6.788214e-47  4.070570e-43  1.604453e-39  4.157984e-36
[35,]  1.296297e-54  1.703096e-50  1.470435e-46  8.344928e-43  3.113730e-39
[36,]  1.545534e-58  2.923624e-54  3.634418e-50  2.969729e-46  1.595430e-42
[37,]  1.260820e-62  3.434032e-58  6.146452e-54  7.231217e-50  5.593387e-46
[38,]  7.037626e-67  2.759852e-62  7.112345e-58  1.204772e-53  1.341748e-49
[39,]  2.687781e-71  1.517617e-66  5.631137e-62  1.373388e-57  2.202228e-53
[40,]  7.023675e-76  5.710064e-71  3.050575e-66  1.071234e-61  2.473180e-57
[41,]  1.255838e-80  1.470004e-75  1.130749e-70  5.717076e-66  1.900414e-61
[42,]  1.536374e-85  2.589349e-80  2.867777e-75  2.087653e-70  9.991614e-66
[43,]  1.286067e-90  3.120797e-85  4.976537e-80  5.216095e-75  3.594393e-70
[44,]  7.365952e-96  2.573590e-90  5.908919e-85  8.917262e-80  8.847378e-75
[45,] 2.886642e-101  1.452151e-95  4.800512e-90  1.043077e-84  1.490055e-79
[46,] 7.740074e-107 5.606255e-101  2.668431e-95  8.348154e-90  1.717037e-84
[47,] 1.420059e-112 1.480958e-106 1.014922e-100  4.571648e-95  1.353833e-89
[48,] 1.782650e-118 2.676770e-112 2.641242e-106 1.712985e-100  7.303800e-95
[49,] 1.531175e-124 3.310383e-118 4.703083e-112 4.391708e-106 2.696074e-100
[50,] 8.998751e-131 2.801201e-124 5.730015e-118 7.703926e-112 6.809476e-106
              [,11]        [,12]        [,13]        [,14]        [,15]
 [1,]  5.302879e-07 2.798209e-07 9.884073e-08 2.318362e-08 3.604615e-09
 [2,]  1.332990e-06 9.712877e-07 4.845747e-07 1.621661e-07 3.612781e-08
 [3,]  2.535561e-06 2.424954e-06 1.667543e-06 7.874440e-07 2.501408e-07
 [4,]  4.013239e-06 4.599700e-06 4.138682e-06 2.688716e-06 1.203917e-06
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[14,] 1.957037e-37 7.880916e-41  2.083721e-44  3.617382e-48  4.123198e-52
[15,] 2.584529e-34 1.498558e-37  5.704938e-41  1.426002e-44  2.340315e-48
[16,] 2.335407e-31 1.949705e-34  1.068712e-37  3.846311e-41  9.088940e-45
[17,] 1.443926e-28 1.735664e-31  1.369848e-34  7.098562e-38  2.415204e-41
[18,] 6.108345e-26 1.057203e-28  1.201377e-31  8.963793e-35  4.391267e-38
[19,] 1.768081e-23 4.406066e-26  7.209190e-29  7.744854e-32  5.462933e-35
[20,] 3.501701e-21 1.256439e-23  2.959995e-26  4.578592e-29  4.650065e-32
[21,] 4.745226e-19 2.451500e-21  8.315636e-24  1.852041e-26  2.708271e-29
[22,] 4.399832e-17 3.272820e-19  1.598449e-21  5.125874e-24  1.079254e-26
[23,] 2.791377e-15 2.989594e-17  2.102329e-19  9.706956e-22  2.942748e-24
[24,] 1.211745e-13 1.868556e-15  1.891925e-17  1.257762e-19  5.490125e-22
[25,] 3.599344e-12 7.991106e-14  1.164954e-15  1.115099e-17  7.008256e-20
[26,] 7.316051e-11 2.338425e-12  4.908165e-14  6.764411e-16  6.121215e-18
[27,] 1.017686e-09 4.682444e-11  1.414952e-12  2.807699e-14  3.658188e-16
[28,] 9.689950e-09 6.416352e-10  2.791195e-11  7.974079e-13  1.495882e-14
[29,] 6.318069e-08 6.017840e-09  3.767832e-10  1.549640e-11  4.185390e-13
[30,] 2.823654e-07 3.864384e-08  3.480992e-09  2.060742e-10  8.012920e-12
[31,] 8.669750e-07 1.700404e-07  2.201652e-08  1.875448e-09  1.049734e-10
[32,] 1.841330e-06 5.137779e-07  9.539603e-08  1.168369e-08  9.411089e-10
[33,] 2.776215e-06 1.073742e-06  2.837659e-07  4.985759e-08  5.775190e-09
[34,] 3.329563e-06 1.603340e-06  5.844531e-07  1.460689e-07  2.427419e-08
[35,] 4.526304e-06 1.994411e-06  8.707957e-07  2.970814e-07  7.008047e-08
[36,] 8.888122e-06 3.139817e-06  1.156965e-06  4.463082e-07  1.411411e-07
[37,] 1.764627e-05 6.977817e-06  2.156889e-06  6.555402e-07  2.169947e-07
[38,] 2.708605e-05 1.426434e-05  5.277977e-06  1.453847e-06  3.651789e-07
[39,] 3.108950e-05 2.168624e-05  1.092721e-05  3.806016e-06  9.508616e-07
[40,] 2.913916e-05 2.417400e-05  1.638167e-05  7.891326e-06  2.597397e-06
[41,] 2.590439e-05 2.151338e-05  1.775165e-05  1.163810e-05  5.354693e-06
[42,] 2.317161e-05 1.792171e-05  1.505847e-05  1.227556e-05  7.759795e-06
[43,] 2.028263e-05 1.546580e-05  1.178086e-05  9.963056e-06  7.977787e-06
[44,] 1.886450e-05 1.396237e-05  9.831624e-06  7.340626e-06  6.216703e-06
[45,] 1.930161e-05 1.421565e-05  9.257958e-06  5.945432e-06  4.327949e-06
[46,] 1.783779e-05 1.559145e-05  1.034105e-05  5.902111e-06  3.418338e-06
[47,] 1.244633e-05 1.467010e-05  1.200096e-05  7.208375e-06  3.610697e-06
[48,] 6.112766e-06 1.016510e-05  1.140740e-05  8.735047e-06  4.784812e-06
[49,] 2.071051e-06 4.918578e-06  7.835082e-06  8.335477e-06  5.981873e-06
[50,] 4.815475e-07 1.637731e-06  3.736661e-06  5.666454e-06  5.702880e-06

> 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  
    512.749        1.247  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7upid1226415340.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] 2630.195 2702.816 2775.436 2848.057 2920.678 2993.298 3065.919 3138.539
 [9] 3211.160 3283.781 3356.401 3429.022 3501.642 3574.263 3646.884 3719.504
[17] 3792.125 3864.745 3937.366 4009.987 4082.607 4155.228 4227.848 4300.469
[25] 4373.090 4445.710 4518.331 4590.952 4663.572 4736.193 4808.813 4881.434
[33] 4954.055 5026.675 5099.296 5171.916 5244.537 5317.158 5389.778 5462.399
[41] 5535.019 5607.640 5680.261 5752.881 5825.502 5898.122 5970.743 6043.364
[49] 6115.984 6188.605

$yords
 [1] 1876.442 1946.420 2016.398 2086.376 2156.354 2226.332 2296.310 2366.287
 [9] 2436.265 2506.243 2576.221 2646.199 2716.177 2786.155 2856.132 2926.110
[17] 2996.088 3066.066 3136.044 3206.022 3276.000 3345.977 3415.955 3485.933
[25] 3555.911 3625.889 3695.867 3765.845 3835.823 3905.800 3975.778 4045.756
[33] 4115.734 4185.712 4255.690 4325.668 4395.645 4465.623 4535.601 4605.579
[41] 4675.557 4745.535 4815.513 4885.490 4955.468 5025.446 5095.424 5165.402
[49] 5235.380 5305.358

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.569223e-06 2.777071e-06 2.339718e-06 1.581855e-06 9.292318e-07
 [2,] 2.832355e-06 3.668297e-06 3.681939e-06 2.915398e-06 1.915458e-06
 [3,] 2.623906e-06 4.076472e-06 4.891275e-06 4.582220e-06 3.459346e-06
 [4,] 2.042248e-06 3.808503e-06 5.474011e-06 6.104646e-06 5.387316e-06
 [5,] 1.335278e-06 2.990202e-06 5.154612e-06 6.868443e-06 7.161703e-06
 [6,] 7.333381e-07 1.972514e-06 4.081097e-06 6.511959e-06 8.075605e-06
 [7,] 3.382880e-07 1.093080e-06 2.715566e-06 5.195740e-06 7.694070e-06
 [8,] 1.310711e-07 5.088146e-07 1.518220e-06 3.485966e-06 6.179189e-06
 [9,] 4.265391e-08 1.989400e-07 7.130728e-07 1.965782e-06 4.177172e-06
[10,] 1.165845e-08 6.533251e-08 2.813331e-07 9.314607e-07 2.374869e-06
[11,] 2.676440e-09 1.802108e-08 9.323515e-08 3.708057e-07 1.134983e-06
[12,] 5.160919e-10 4.175355e-09 2.595487e-08 1.240113e-07 4.558513e-07
[13,] 8.359969e-11 8.126887e-10 6.070078e-09 3.484589e-08 1.538631e-07
[14,] 1.138006e-11 1.329346e-10 1.193106e-09 8.229873e-09 4.365958e-08
[15,] 1.303107e-12 1.829358e-11 1.973193e-10 1.635729e-09 1.042804e-08
[16,] 1.258655e-13 2.124171e-12 2.754488e-11 2.745226e-10 2.104109e-09
[17,] 1.033206e-14 2.098002e-13 3.273686e-12 3.926439e-11 3.622038e-10
[18,] 7.351298e-16 1.799957e-14 3.387465e-13 4.901426e-12 5.455810e-11
[19,] 4.748168e-17 1.408442e-15 3.212598e-14 5.636279e-13 7.609814e-12
[20,] 3.026506e-18 1.095017e-16 3.047837e-15 6.527326e-14 1.075994e-12
[21,] 2.064990e-19 9.142965e-18 3.113947e-16 8.158766e-15 1.644760e-13
[22,] 1.497385e-20 8.077893e-19 3.350513e-17 1.068523e-15 2.620269e-14
[23,] 1.058358e-21 6.911347e-20 3.468820e-18 1.338126e-16 3.967559e-15
[24,] 6.738087e-23 5.304920e-21 3.209519e-19 1.492203e-17 5.331562e-16
[25,] 3.706856e-24 3.512330e-22 2.557323e-20 1.430822e-18 6.151856e-17
[26,] 1.732065e-25 1.973890e-23 1.728570e-21 1.163232e-19 6.015516e-18
[27,] 6.830037e-27 9.359871e-25 9.856812e-23 7.976906e-21 4.961078e-19
[28,] 2.267800e-28 3.737101e-26 4.732648e-24 4.606021e-22 3.445189e-20
[29,] 6.335852e-30 1.255577e-27 1.912248e-25 2.238316e-23 2.013674e-21
[30,] 1.489242e-31 3.549369e-29 6.501664e-27 9.153791e-25 9.905945e-23
[31,] 2.945241e-33 8.443066e-31 1.860351e-28 3.150804e-26 4.102008e-24
[32,] 4.901680e-35 1.690321e-32 4.480624e-30 9.130001e-28 1.430157e-25
[33,] 6.866395e-37 2.848744e-34 9.085632e-32 2.227678e-29 4.199173e-27
[34,] 8.097930e-39 4.042578e-36 1.551505e-33 4.578018e-31 1.038606e-28
[35,] 8.042485e-41 4.831660e-38 2.231759e-35 7.926164e-33 2.164527e-30
[36,] 6.728103e-43 4.865018e-40 2.704932e-37 1.156455e-34 3.802074e-32
[37,] 4.742408e-45 4.128018e-42 2.763119e-39 1.422307e-36 5.630426e-34
[38,] 2.817266e-47 2.952476e-44 2.379551e-41 1.474936e-38 7.031346e-36
[39,] 1.410912e-49 1.780483e-46 1.728059e-43 1.289973e-40 7.406630e-38
[40,] 5.958392e-52 9.055368e-49 1.058514e-45 9.517382e-43 6.582383e-40
[41,] 2.122387e-54 3.885045e-51 5.470259e-48 5.924821e-45 4.936394e-42
[42,] 6.377998e-57 1.406367e-53 2.385481e-50 3.112642e-47 3.124401e-44
[43,] 1.617321e-59 4.296288e-56 8.779526e-53 1.380191e-49 1.669181e-46
[44,] 3.461194e-62 1.107736e-58 2.727337e-55 5.165835e-52 7.527369e-49
[45,] 6.252122e-65 2.410851e-61 7.151728e-58 1.632123e-54 2.865459e-51
[46,] 9.533049e-68 4.429095e-64 1.583050e-60 4.352825e-57 9.207448e-54
[47,] 1.227008e-70 6.868574e-67 2.957840e-63 9.798707e-60 2.497126e-56
[48,] 1.333090e-73 8.990806e-70 4.664583e-66 1.861642e-62 5.715281e-59
[49,] 1.222466e-76 9.932725e-73 6.208054e-69 2.984626e-65 1.103717e-61
[50,] 9.460689e-80 9.259970e-76 6.971519e-72 4.037068e-68 1.798082e-64
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.622507e-07 4.327938e-07 4.596400e-07 6.118401e-07 8.727003e-07
 [2,] 1.179151e-06 8.246263e-07 7.506021e-07 8.822240e-07 1.201789e-06
 [3,] 2.286307e-06 1.552505e-06 1.273681e-06 1.318430e-06 1.646380e-06
 [4,] 3.972538e-06 2.766261e-06 2.151203e-06 2.031488e-06 2.294989e-06
 [5,] 6.051351e-06 4.521321e-06 3.479719e-06 3.118442e-06 3.268820e-06
 [6,] 7.958749e-06 6.614409e-06 5.247794e-06 4.598170e-06 4.636977e-06
 [7,] 8.945076e-06 8.492150e-06 7.222170e-06 6.357267e-06 6.323712e-06
 [8,] 8.534780e-06 9.426982e-06 8.890926e-06 8.110929e-06 8.084435e-06
 [9,] 6.884461e-06 8.953886e-06 9.616070e-06 9.405958e-06 9.558584e-06
[10,] 4.682903e-06 7.226550e-06 9.005576e-06 9.750037e-06 1.035345e-05
[11,] 2.682048e-06 4.934354e-06 7.226043e-06 8.886264e-06 1.015611e-05
[12,] 1.292249e-06 2.842843e-06 4.932669e-06 7.022543e-06 8.893177e-06
[13,] 5.235865e-07 1.379924e-06 2.851879e-06 4.762700e-06 6.848705e-06
[14,] 1.784285e-07 5.640635e-07 1.393245e-06 2.753487e-06 4.580419e-06
[15,] 5.120319e-08 1.943359e-07 5.750047e-07 1.352703e-06 2.637725e-06
[16,] 1.242006e-08 5.664530e-08 2.011256e-07 5.654757e-07 1.304223e-06
[17,] 2.573261e-09 1.412249e-08 6.028440e-08 2.031814e-07 5.575055e-07
[18,] 4.677715e-10 3.097778e-09 1.594226e-08 6.459401e-08 2.115146e-07
[19,] 7.915365e-11 6.357415e-10 3.962170e-09 1.935968e-08 7.569693e-08
[20,] 1.366272e-11 1.338395e-10 1.014731e-09 5.994242e-09 2.796005e-08
[21,] 2.552164e-12 3.050577e-11 2.813459e-10 2.008936e-09 1.118319e-08
[22,] 4.941612e-13 7.169633e-12 8.008368e-11 6.896885e-10 4.593408e-09
[23,] 9.042642e-14 1.584427e-12 2.134942e-11 2.213598e-10 1.768223e-09
[24,] 1.463997e-14 3.089663e-13 5.012183e-12 6.251673e-11 5.998297e-10
[25,] 2.032656e-15 5.161462e-14 1.007313e-12 1.511087e-11 1.742746e-10
[26,] 2.390682e-16 7.301678e-15 1.713950e-13 3.092264e-12 4.288434e-11
[27,] 2.371249e-17 8.710568e-16 2.459255e-14 5.336657e-13 8.901591e-12
[28,] 1.980536e-18 8.750715e-17 2.971768e-15 7.757391e-14 1.556553e-12
[29,] 1.392406e-19 7.400497e-18 3.023389e-16 9.494763e-15 2.292175e-13
[30,] 8.240032e-21 5.268777e-19 2.589761e-17 9.785828e-16 2.842759e-14
[31,] 4.105262e-22 3.158385e-20 1.868060e-18 8.494508e-17 2.969777e-15
[32,] 1.722260e-23 1.594509e-21 1.134988e-19 6.211719e-18 2.614000e-16
[33,] 6.085716e-25 6.781217e-23 5.809982e-21 3.827663e-19 1.939104e-17
[34,] 1.811740e-26 2.430102e-24 2.506453e-22 1.988025e-20 1.212628e-18
[35,] 4.545386e-28 7.340014e-26 9.115169e-24 8.705508e-22 6.394409e-20
[36,] 9.612922e-30 1.869145e-27 2.795157e-25 3.214870e-23 2.843996e-21
[37,] 1.714218e-31 4.013991e-29 7.229257e-27 1.001463e-24 1.067118e-22
[38,] 2.578176e-33 7.271138e-31 1.577347e-28 2.632101e-26 3.378608e-24
[39,] 3.271133e-35 1.111265e-32 2.904001e-30 5.837778e-28 9.027705e-26
[40,] 3.501959e-37 1.433188e-34 4.512048e-32 1.092780e-29 2.036027e-27
[41,] 3.163928e-39 1.559998e-36 5.917169e-34 1.726642e-31 3.876051e-29
[42,] 2.412687e-41 1.433265e-38 6.550159e-36 2.302924e-33 6.228833e-31
[43,] 1.553002e-43 1.111570e-40 6.120713e-38 2.592788e-35 8.449392e-33
[44,] 8.438248e-46 7.277042e-43 4.827839e-40 2.464004e-37 9.674108e-35
[45,] 3.870233e-48 4.021286e-45 3.214225e-42 1.976346e-39 9.347873e-37
[46,] 1.498297e-50 1.875541e-47 1.806014e-44 1.337736e-41 7.621834e-39
[47,] 4.895370e-53 7.382109e-50 8.562850e-47 7.639863e-44 5.242822e-41
[48,] 1.349677e-55 2.451587e-52 3.425155e-49 3.680555e-46 3.041779e-43
[49,] 3.139423e-58 6.868117e-55 1.155608e-51 1.495380e-48 1.488129e-45
[50,] 6.159520e-61 1.622737e-57 3.287768e-54 5.122571e-51 6.137453e-48
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.222024e-06 1.675599e-06 2.281826e-06 2.988629e-06 3.509750e-06
 [2,] 1.672862e-06 2.248050e-06 2.943302e-06 3.797503e-06 4.658166e-06
 [3,] 2.243698e-06 3.021848e-06 3.887281e-06 4.851813e-06 5.918085e-06
 [4,] 2.955718e-06 3.967526e-06 5.141371e-06 6.320326e-06 7.508112e-06
 [5,] 3.900068e-06 5.070685e-06 6.632324e-06 8.240263e-06 9.668690e-06
 [6,] 5.207932e-06 6.407064e-06 8.278136e-06 1.047356e-05 1.245026e-05
 [7,] 6.921959e-06 8.111865e-06 1.010941e-05 1.283069e-05 1.562917e-05
 [8,] 8.865725e-06 1.020467e-05 1.225077e-05 1.525654e-05 1.886525e-05
 [9,] 1.064820e-05 1.241414e-05 1.470088e-05 1.784096e-05 2.197002e-05
[10,] 1.181614e-05 1.420780e-05 1.710923e-05 2.056001e-05 2.496639e-05
[11,] 1.202898e-05 1.504147e-05 1.882907e-05 2.300571e-05 2.780147e-05
[12,] 1.116053e-05 1.462003e-05 1.925424e-05 2.446298e-05 3.003345e-05
[13,] 9.344137e-06 1.298978e-05 1.814414e-05 2.432141e-05 3.093577e-05
[14,] 6.970604e-06 1.048323e-05 1.569444e-05 2.243013e-05 2.997272e-05
[15,] 4.576117e-06 7.612003e-06 1.240109e-05 1.911842e-05 2.714578e-05
[16,] 2.622077e-06 4.923706e-06 8.884645e-06 1.499341e-05 2.292296e-05
[17,] 1.312665e-06 2.823829e-06 5.730234e-06 1.074434e-05 1.797076e-05
[18,] 5.855892e-07 1.450576e-06 3.330376e-06 6.999006e-06 1.298632e-05
[19,] 2.455797e-07 6.947485e-07 1.785070e-06 4.174569e-06 8.616816e-06
[20,] 1.055647e-07 3.354355e-07 9.378338e-07 2.365311e-06 5.321065e-06
[21,] 4.919382e-08 1.752017e-07 5.241611e-07 1.371936e-06 3.212308e-06
[22,] 2.380290e-08 9.710923e-08 3.186326e-07 8.694020e-07 2.052755e-06
[23,] 1.090865e-08 5.223191e-08 1.959771e-07 5.865134e-07 1.441594e-06
[24,] 4.431415e-09 2.525667e-08 1.114817e-07 3.839802e-07 1.046860e-06
[25,] 1.545852e-09 1.055397e-08 5.554266e-08 2.259896e-07 7.150621e-07
[26,] 4.572348e-10 3.749121e-09 2.365509e-08 1.149796e-07 4.315208e-07
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[39,] 8.187296e-06 3.616392e-06 1.279088e-06 3.592315e-07 8.001526e-08
[40,] 1.169172e-05 5.845133e-06 2.367109e-06 7.671310e-07 1.973622e-07
[41,] 1.547256e-05 8.655095e-06 3.964385e-06 1.467982e-06 4.352136e-07
[42,] 1.899269e-05 1.183228e-05 6.079872e-06 2.544222e-06 8.598413e-07
[43,] 2.144361e-05 1.488688e-05 8.576692e-06 4.035825e-06 1.540349e-06
[44,] 2.206133e-05 1.704520e-05 1.105465e-05 5.866579e-06 2.523809e-06
[45,] 2.065061e-05 1.757238e-05 1.284668e-05 7.739941e-06 3.774856e-06
[46,] 1.776572e-05 1.627464e-05 1.330524e-05 9.132700e-06 5.092804e-06
[47,] 1.430134e-05 1.367613e-05 1.224205e-05 9.521431e-06 6.101935e-06
[48,] 1.092952e-05 1.064192e-05 1.009447e-05 8.735242e-06 6.413347e-06
[49,] 7.920174e-06 7.832948e-06 7.614929e-06 7.101833e-06 5.884777e-06
[50,] 5.342202e-06 5.496289e-06 5.393594e-06 5.216233e-06 4.738711e-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  
   667.3875       0.7188  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1wzm01226415340.ps tmp/1wzm01226415340.png")
> system("convert tmp/2w8an1226415340.ps tmp/2w8an1226415340.png")
> system("convert tmp/34cie1226415340.ps tmp/34cie1226415340.png")
> system("convert tmp/4leqk1226415340.ps tmp/4leqk1226415340.png")
> system("convert tmp/5xoxq1226415340.ps tmp/5xoxq1226415340.png")
> system("convert tmp/6t5ls1226415340.ps tmp/6t5ls1226415340.png")
> system("convert tmp/7upid1226415340.ps tmp/7upid1226415340.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.277   1.375   3.645