R version 2.6.0 (2007-10-03)
Copyright (C) 2007 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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> z <- c(9041.46,9476.91,9420.10,9690.65,10084.25,10344.12,10086.71,9959.87,10256.23,10172.04,10258.34,10703.35,11484.51,11568.05,10991.80,10545.34,11462.71,11462.40,11285.57,11552.26,12171.38,12174.88,12531.67,13099.33,13331.94,13021.59,13040.64,13030.09,12362.41,12602.89,12794.66,12874.90,13015.84,13495.45,14123.82,14246.00,13652.94,13616.55,13934.98,13773.79,13585.12,13810.92,13657.18,14075.57,14663.08,15107.66,15358.34,16375.51,17602.60,17824.63,17892.97,19639.74,21790.73,19187.52,20357.82,20291.34,19264.86,18858.49,20156.19,20222.50,20251.14,21373.38,21091.86,21856.72,21532.48,21085.27,21388.73,21363.38,22842.24,24231.43)
> y <- c(18.33,22.6,24.9,24.8,23.8,25.1,26,27.4,27.3,24.3,28.4,24.4,30.3,31.5,29.8,25.3,25.6,26.7,27.4,28.6,26.3,28.5,28.4,29.4,30.3,29.6,32.1,32.4,36.3,34.6,36.3,40.3,40.4,45.4,39,35.7,40.2,41.7,49.1,49.6,47,52,53.1,57.8,57.9,54.6,51.3,52.7,58.5,56.6,57.9,64.4,65.1,64.6,68.9,68.8,59.3,55,55.4,58,50.8,54.6,58.6,63.6,64.5,66.9,71.9,68.7,74.2,75.8)
> x <- c(0.8833,0.87,0.8758,0.8858,0.917,0.9554,0.9922,0.9778,0.9808,0.9811,1.0014,1.0183,1.0622,1.0773,1.0807,1.0848,1.1582,1.1663,1.1372,1.1139,1.1222,1.1692,1.1702,1.2286,1.2613,1.2646,1.2262,1.1985,1.2007,1.2138,1.2266,1.2176,1.2218,1.249,1.2991,1.3408,1.3119,1.3014,1.3201,1.2938,1.2694,1.2165,1.2037,1.2292,1.2256,1.2015,1.1786,1.1856,1.2103,1.1938,1.202,1.2271,1.277,1.265,1.2684,1.2811,1.2727,1.2611,1.2881,1.3213,1.2999,1.3074,1.3242,1.3516,1.3511,1.3419,1.3716,1.3622,1.3896,1.4227)
> par7 = 'goudprijs'
> par6 = 'olieprijs'
> par5 = 'dollarkoers'
> 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description
> 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/1g2t41197036369.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/21nm81197036369.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/3f9bt1197036369.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/4c2nf1197036369.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/5qrav1197036369.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  
     -63.80        90.24  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/61edi1197036369.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] 11.73123 13.17343 14.61562 16.05782 17.50001 18.94221 20.38440 21.82660
 [9] 23.26879 24.71098 26.15318 27.59537 29.03757 30.47976 31.92196 33.36415
[17] 34.80635 36.24854 37.69074 39.13293 40.57512 42.01732 43.45951 44.90171
[25] 46.34390 47.78610 49.22829 50.67049 52.11268 53.55488 54.99707 56.43926
[33] 57.88146 59.32365 60.76585 62.20804 63.65024 65.09243 66.53463 67.97682
[41] 69.41902 70.86121 72.30340 73.74560 75.18779 76.62999 78.07218 79.51438
[49] 80.95657 82.39877

$yords
 [1]  7306.001  7686.836  8067.670  8448.505  8829.339  9210.173  9591.008
 [8]  9971.842 10352.677 10733.511 11114.346 11495.180 11876.015 12256.849
[15] 12637.683 13018.518 13399.352 13780.187 14161.021 14541.856 14922.690
[22] 15303.524 15684.359 16065.193 16446.028 16826.862 17207.697 17588.531
[29] 17969.366 18350.200 18731.034 19111.869 19492.703 19873.538 20254.372
[36] 20635.207 21016.041 21396.875 21777.710 22158.544 22539.379 22920.213
[43] 23301.048 23681.882 24062.717 24443.551 24824.385 25205.220 25586.054
[50] 25966.889

$zden
               [,1]          [,2]          [,3]          [,4]          [,5]
 [1,]  8.659659e-05  6.967686e-05  2.924829e-05  7.389088e-06  1.866999e-06
 [2,]  1.169669e-04  1.526123e-04  1.145521e-04  4.767208e-05  1.384931e-05
 [3,]  1.284808e-04  2.132844e-04  2.502761e-04  1.767872e-04  7.543711e-05
 [4,]  1.338699e-04  2.442561e-04  3.619103e-04  3.853703e-04  2.602420e-04
 [5,]  1.143633e-04  2.556092e-04  4.261396e-04  5.721850e-04  5.612049e-04
 [6,]  6.307569e-05  2.132687e-04  4.434447e-04  6.818480e-04  8.427882e-04
 [7,]  1.916937e-05  1.136005e-04  3.603894e-04  6.997933e-04  1.000630e-03
 [8,]  2.973843e-06  3.323921e-05  1.852799e-04  5.526669e-04  1.006394e-03
 [9,]  2.275969e-07  4.965688e-06  5.219208e-05  2.740047e-04  7.706553e-04
[10,]  8.677677e-09  3.676695e-07  7.517697e-06  7.432516e-05  3.681278e-04
[11,]  3.087518e-10  1.452831e-08  5.443351e-07  1.036269e-05  9.630004e-05
[12,]  9.689626e-11  1.104975e-09  2.562201e-08  7.569986e-07  1.314351e-05
[13,]  8.415471e-11  5.515202e-10  4.697580e-09  5.521925e-08  1.049682e-06
[14,]  8.353765e-11  4.977663e-10  2.852747e-09  2.014297e-08  1.520076e-07
[15,]  5.609919e-11  4.829612e-10  2.641743e-09  1.332969e-08  8.072082e-08
[16,]  2.459263e-11  3.144274e-10  2.500771e-09  1.257586e-08  5.615789e-08
[17,]  9.472173e-12  1.390754e-10  1.583893e-09  1.160124e-08  5.368787e-08
[18,]  3.055050e-12  5.594970e-11  7.127499e-10  7.179270e-09  4.823839e-08
[19,]  5.668164e-13  1.795417e-11  2.985836e-10  3.312951e-09  2.932039e-08
[20,]  5.107017e-14  3.195395e-12  9.461046e-11  1.437799e-09  1.397258e-08
[21,]  2.150281e-15  2.736531e-13  1.611480e-11  4.467851e-10  6.239475e-09
[22,]  4.199822e-17  1.093274e-14  1.311142e-12  7.269234e-11  1.889950e-09
[23,]  3.799912e-19  2.025522e-16  4.969863e-14  5.616974e-12  2.932784e-10
[24,]  1.592224e-21  1.738315e-18  8.734071e-16  2.019910e-13  2.151560e-11
[25,]  3.089569e-24  6.908835e-21  7.109788e-18  3.367153e-15  7.339964e-13
[26,]  2.776177e-27  1.271575e-23  2.680259e-20  2.599846e-17  1.160586e-14
[27,]  1.155194e-30  1.083773e-26  4.679089e-23  9.296398e-20  8.499809e-17
[28,]  2.225965e-34  4.277513e-30  3.782715e-26  1.539375e-22  2.882844e-19
[29,]  1.986260e-38  7.818055e-34  1.416123e-29  1.180404e-25  4.527880e-22
[30,]  8.207487e-43  6.617019e-38  2.455018e-33  4.191542e-29  3.293266e-25
[31,]  1.570507e-47  2.593473e-42  1.970897e-37  6.892435e-33  1.109213e-28
[32,]  1.391634e-52  4.707134e-47  7.327047e-42  5.248404e-37  1.730052e-32
[33,]  5.710394e-58  3.956281e-52  1.261391e-46  1.850706e-41  1.249566e-36
[34,]  1.085082e-63  1.539831e-57  1.005601e-51  3.022061e-46  4.179405e-41
[35,]  9.548044e-70  2.775331e-63  3.712422e-57  2.285202e-51  6.473296e-46
[36,]  3.890638e-76  2.316386e-69  6.346636e-63  8.002036e-57  4.642918e-51
[37,]  7.341506e-83  8.952922e-76  5.024439e-69  1.297580e-62  1.542106e-56
[38,]  6.415088e-90  1.602404e-82  1.841980e-75  9.743636e-69  2.371870e-62
[39,]  2.595842e-97  1.328120e-89  3.127088e-82  3.388175e-75  1.689372e-68
[40,] 4.864180e-105  5.097510e-97  2.458392e-89  5.455900e-82  5.572055e-75
[41,] 4.220761e-113 9.060017e-105  8.949778e-97  4.068341e-89  8.510521e-82
[42,] 1.696029e-121 7.456948e-113 1.508809e-104  1.404847e-96  6.019459e-89
[43,] 3.155960e-130 2.842163e-121 1.177910e-112 2.246449e-104  1.971580e-96
[44,] 2.719477e-139 5.016403e-130 4.258394e-121 1.663488e-112 2.990385e-104
[45,] 1.085146e-148 4.100010e-139 7.128999e-130 5.704167e-121 2.100340e-112
[46,] 2.005213e-158 1.551839e-148 5.526880e-139 9.058015e-130 6.831557e-121
[47,] 1.715800e-168 2.719837e-158 1.984114e-148 6.660545e-139 1.028931e-129
[48,] 6.798966e-179 2.207540e-168 3.298546e-158 2.268063e-148 7.176646e-139
[49,] 1.247599e-189 8.297174e-179 2.539418e-168 3.576485e-158 2.317994e-148
[50,] 1.060138e-200 1.444134e-189 9.053187e-179 2.611640e-168 3.467039e-158
               [,6]          [,7]          [,8]          [,9]         [,10]
 [1,]  5.347305e-07  1.010366e-07  9.765102e-09  4.561436e-10  1.017396e-11
 [2,]  4.525869e-06  1.408389e-06  2.608705e-07  2.429241e-08  1.092416e-09
 [3,]  2.645347e-05  1.055421e-05  3.397184e-06  6.125203e-07  5.499411e-08
 [4,]  1.183537e-04  5.075237e-05  2.310122e-05  7.480818e-06  1.309122e-06
 [5,]  3.704745e-04  1.855463e-04  9.515592e-05  4.679855e-05  1.502521e-05
 [6,]  7.761317e-04  5.136777e-04  2.882418e-04  1.699840e-04  8.713756e-05
 [7,]  1.155513e-03  1.019874e-03  6.927744e-04  4.358814e-04  2.844094e-04
 [8,]  1.348253e-03  1.473547e-03  1.270626e-03  9.020030e-04  6.302740e-04
 [9,]  1.322644e-03  1.671964e-03  1.747884e-03  1.496268e-03  1.123501e-03
[10,]  9.799454e-04  1.595069e-03  1.916136e-03  1.931435e-03  1.661664e-03
[11,]  4.508203e-04  1.141346e-03  1.775787e-03  2.042006e-03  1.995024e-03
[12,]  1.143282e-04  5.064737e-04  1.226501e-03  1.841087e-03  2.041095e-03
[13,]  1.572446e-05  1.263223e-04  5.285722e-04  1.230895e-03  1.799761e-03
[14,]  1.612958e-06  1.867354e-05  1.340501e-04  5.245650e-04  1.176321e-03
[15,]  4.712271e-07  2.993699e-06  2.377245e-05  1.439296e-04  5.141277e-04
[16,]  2.949393e-07  1.447592e-06  6.471885e-06  3.433623e-05  1.654815e-04
[17,]  2.131437e-07  9.754633e-07  4.150572e-06  1.462743e-05  5.510210e-05
[18,]  2.055228e-07  7.284061e-07  2.913869e-06  1.087459e-05  3.195980e-05
[19,]  1.798837e-07  7.054896e-07  2.240478e-06  7.855902e-06  2.585134e-05
[20,]  1.080559e-07  6.020542e-07  2.171825e-06  6.200782e-06  1.911124e-05
[21,]  5.347303e-08  3.599348e-07  1.810320e-06  5.997725e-06  1.543899e-05
[22,]  2.437255e-08  1.856211e-07  1.085480e-06  4.896611e-06  1.486565e-05
[23,]  7.158759e-09  8.560298e-08  5.840305e-07  2.968506e-06  1.193245e-05
[24,]  1.058205e-09  2.427334e-08  2.700865e-07  1.663859e-06  7.371987e-06
[25,]  7.368858e-11  3.414518e-09  7.365903e-08  7.648731e-07  4.286958e-06
[26,]  2.384685e-12  2.256482e-10  9.852402e-09  2.000063e-07  1.942910e-06
[27,]  3.576564e-14  6.926900e-12  6.178043e-10  2.542100e-08  4.858710e-07
[28,]  2.484526e-16  9.854186e-14  1.798955e-11  1.512347e-09  5.865039e-08
[29,]  7.992815e-19  6.492943e-16  2.427425e-13  4.177067e-11  3.310045e-09
[30,]  1.190747e-21  1.981266e-18  1.517088e-15  5.346123e-13  8.671529e-11
[31,]  8.214799e-25  2.799674e-21  4.390933e-18  3.169180e-15  1.052696e-12
[32,]  2.624405e-28  1.832020e-24  5.885271e-21  8.700358e-18  5.919072e-15
[33,]  3.882582e-32  5.551486e-28  3.652873e-24  1.106093e-20  1.541304e-17
[34,]  2.659905e-36  7.790121e-32  1.049927e-27  6.511855e-24  1.858608e-20
[35,]  8.438537e-41  5.062148e-36  1.397460e-31  1.775311e-27  1.037878e-23
[36,]  1.239718e-45  1.523282e-40  8.613402e-36  2.241296e-31  2.683864e-27
[37,]  8.434048e-51  2.122673e-45  2.458483e-40  1.310332e-35  3.213899e-31
[38,]  2.657069e-56  1.369744e-50  3.249478e-45  3.547459e-40  1.782207e-35
[39,]  3.876389e-62  4.093111e-56  1.988921e-50  4.447448e-45  4.576583e-40
[40,]  2.618831e-68  5.664001e-62  5.637376e-56  2.582022e-50  5.442273e-45
[41,]  8.192916e-75  3.629478e-68  7.399253e-62  6.941616e-56  2.996891e-50
[42,]  1.186943e-81  1.077023e-74  4.497370e-68  8.642132e-62  7.642247e-56
[43,]  7.963002e-89  1.480000e-81  1.265858e-74  4.982380e-68  9.024577e-62
[44,]  2.473885e-96  9.417897e-89  1.649936e-81  1.330174e-74  4.935014e-68
[45,] 3.559035e-104  2.775213e-96  9.958630e-89  1.644489e-81  1.249685e-74
[46,] 2.371113e-112 3.787091e-104  2.783547e-96  9.414974e-89  1.465475e-81
[47,] 7.314917e-121 2.393057e-112 3.602766e-104  2.496012e-96  7.957860e-89
[48,] 1.045044e-129 7.002734e-121 2.159437e-112 3.064366e-104  2.001152e-96
[49,] 6.913775e-139 9.489383e-130 5.993778e-121 1.742170e-112 2.330342e-104
[50,] 2.118126e-148 5.954757e-139 7.704004e-130 4.586653e-121 1.256652e-112
              [,11]        [,12]        [,13]        [,14]        [,15]
 [1,]  1.080852e-13 5.464128e-16 1.312274e-18 1.495466e-21 8.850255e-25
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[31,] 6.228894e-04 6.391123e-04 4.526747e-04 2.891701e-04 2.726723e-04
[32,] 4.469834e-04 6.721645e-04 6.956707e-04 5.004794e-04 3.424695e-04
[33,] 2.213051e-04 4.549175e-04 7.078847e-04 7.252646e-04 5.272332e-04
[34,] 1.160982e-04 2.002948e-04 4.682105e-04 7.322447e-04 7.322065e-04
[35,] 9.408531e-05 7.972767e-05 1.934218e-04 4.889149e-04 7.526507e-04
[36,] 6.457521e-05 5.243230e-05 5.938477e-05 1.984460e-04 5.193097e-04
[37,] 4.466880e-05 3.331844e-05 2.781908e-05 5.051749e-05 2.126390e-04
[38,] 4.806941e-05 2.216822e-05 1.569847e-05 1.489616e-05 4.886486e-05
[39,] 4.319256e-05 2.369657e-05 1.001763e-05 6.786091e-06 8.973013e-06
[40,] 2.440749e-05 2.047305e-05 1.055962e-05 4.109670e-06 2.751791e-06
[41,] 8.559183e-06 1.084053e-05 8.722859e-06 4.243403e-06 1.527691e-06
[42,] 1.732594e-06 3.534925e-06 4.318989e-06 3.337382e-06 1.534752e-06
[43,] 1.822095e-07 6.693080e-07 1.307938e-06 1.543128e-06 1.145727e-06
[44,] 9.306085e-09 6.632509e-08 2.313954e-07 4.335729e-07 4.943278e-07
[45,] 2.240261e-10 3.204722e-09 2.159356e-08 7.159928e-08 1.287707e-07
[46,] 2.513204e-12 7.310687e-11 9.868405e-10 6.288227e-09 1.982978e-08
[47,] 1.308491e-14 7.776469e-13 2.133064e-11 2.717306e-10 1.637950e-09
[48,] 3.157252e-17 3.839924e-15 2.151371e-13 5.564757e-12 6.690774e-11
[49,] 3.528751e-20 8.787973e-18 1.007499e-15 5.321409e-14 1.298028e-12
[50,] 1.826541e-23 9.316220e-21 2.186936e-18 2.363411e-16 1.176836e-14
             [,31]         [,32]         [,33]         [,34]         [,35]
 [1,] 9.517589e-96 6.671188e-103 2.230322e-110 3.538659e-118 2.648821e-126
 [2,] 4.034491e-88  5.745743e-95 3.906241e-102 1.261802e-109 1.925380e-117
 [3,] 7.933721e-81  2.295465e-87  3.172799e-94 2.086048e-101 6.487082e-109
 [4,] 7.237565e-74  4.253836e-80  1.195147e-86  1.598955e-93 1.013073e-100
 [5,] 3.062958e-67  3.656806e-73  2.088033e-79  5.683020e-86  7.334131e-93
 [6,] 6.013215e-61  1.458227e-66  1.691940e-72  9.365854e-79  2.461286e-85
 [7,] 5.476478e-55  2.697612e-60  6.359296e-66  7.158066e-72  3.829494e-78
 [8,] 2.313690e-49  2.315020e-54  1.108681e-59  2.537026e-65  2.762395e-71
 [9,] 4.534317e-44  9.216336e-49  8.966000e-54  4.170274e-59  9.239089e-65
[10,] 4.122052e-39  1.702134e-43  3.363569e-48  3.179352e-53  1.432842e-58
[11,] 1.738144e-34  1.458311e-38  5.853480e-43  1.124244e-47  1.030418e-52
[12,] 3.399529e-30  5.795996e-34  4.725570e-38  1.843979e-42  3.436417e-47
[13,] 3.083822e-26  1.068596e-29  1.769772e-33  1.402912e-37  5.314802e-42
[14,] 1.297417e-22  9.138998e-26  3.074743e-29  4.951111e-33  3.812281e-37
[15,] 2.531439e-19  3.625517e-22  2.478151e-25  8.105581e-29  1.268294e-32
[16,] 2.290510e-16  6.671349e-19  9.265555e-22  6.155805e-25  1.957096e-28
[17,] 9.610512e-14  5.693891e-16  1.607054e-18  2.168745e-21  1.400801e-24
[18,] 1.869769e-11  2.253922e-13  1.292996e-15  3.544538e-18  4.650816e-21
[19,] 1.686682e-09  4.137936e-11  4.825715e-13  2.687456e-15  7.162842e-18
[20,] 7.054300e-08  3.523047e-09  8.354228e-11  9.452513e-13  5.117421e-15
[21,] 1.367816e-06  1.390982e-07  6.708371e-09  1.542322e-10  1.696043e-12
[22,] 1.229529e-05  2.546657e-06  2.498485e-07  1.167396e-08  2.607649e-10
[23,] 5.124965e-05  2.161975e-05  4.315836e-06  4.098876e-07  1.859894e-08
[24,] 9.946091e-05  8.513152e-05  3.457599e-05  6.675830e-06  6.153977e-07
[25,] 9.500349e-05  1.562389e-04  1.285179e-04  5.043588e-05  9.446049e-06
[26,] 7.464868e-05  1.426831e-04  2.229076e-04  1.768334e-04  6.726415e-05
[27,] 1.167799e-04  1.147501e-04  1.948559e-04  2.896899e-04  2.223298e-04
[28,] 1.810323e-04  1.831850e-04  1.611846e-04  2.427150e-04  3.438576e-04
[29,] 2.370565e-04  2.716765e-04  2.614105e-04  2.072974e-04  2.765376e-04
[30,] 3.048246e-04  3.271579e-04  3.729909e-04  3.401069e-04  2.445041e-04
[31,] 3.267482e-04  3.738539e-04  4.217321e-04  4.703468e-04  4.045131e-04
[32,] 3.233486e-04  3.685593e-04  4.375010e-04  5.115275e-04  5.477129e-04
[33,] 3.848305e-04  3.595622e-04  3.973069e-04  4.966859e-04  5.883602e-04
[34,] 5.374035e-04  4.161743e-04  3.816777e-04  4.191795e-04  5.533803e-04
[35,] 7.280470e-04  5.413782e-04  4.415283e-04  3.952274e-04  4.406732e-04
[36,] 7.772186e-04  7.249056e-04  5.499384e-04  4.676349e-04  4.064348e-04
[37,] 5.590349e-04  8.085954e-04  7.286673e-04  5.685249e-04  4.978265e-04
[38,] 2.320543e-04  6.020826e-04  8.402864e-04  7.361610e-04  5.942981e-04
[39,] 5.076417e-05  2.509327e-04  6.364577e-04  8.582918e-04  7.374533e-04
[40,] 6.655211e-06  5.319020e-05  2.623273e-04  6.476977e-04  8.471844e-04
[41,] 1.119874e-06  5.840602e-06  5.383552e-05  2.601097e-04  6.247287e-04
[42,] 5.151649e-07  5.250352e-07  5.404681e-06  5.133584e-05  2.413735e-04
[43,] 4.988451e-07  1.592119e-07  3.177204e-07  4.856111e-06  4.547537e-05
[44,] 3.527072e-07  1.455588e-07  4.681468e-08  2.316021e-07  4.077955e-06
[45,] 1.419519e-07  9.731806e-08  3.811280e-08  1.450961e-08  1.754185e-07
[46,] 3.426633e-08  3.653526e-08  2.405761e-08  8.963972e-09  5.576506e-09
[47,] 4.915974e-09  8.170070e-09  8.426882e-09  5.326782e-09  1.904025e-09
[48,] 3.816477e-10  1.090984e-09  1.745447e-09  1.741612e-09  1.056194e-09
[49,] 1.473210e-11  7.954839e-11  2.167586e-10  3.341348e-10  3.224892e-10
[50,] 2.707192e-13  2.900759e-12  1.483294e-11  3.855819e-11  5.731651e-11
              [,36]         [,37]         [,38]         [,39]         [,40]
 [1,] 9.300659e-135 1.524260e-143 1.161343e-152 4.101178e-162 6.698080e-172
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 [5,] 4.461385e-100 1.271991e-107 1.691579e-115 1.045279e-123 2.992635e-132
 [6,]  3.052647e-92  1.776565e-99 4.827131e-107 6.098813e-115 3.572044e-123
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 [8,]  1.423137e-77  3.448532e-84  3.909337e-91  2.064006e-98 5.057671e-106
 [9,]  9.697009e-71  4.793019e-77  1.109504e-83  1.197189e-90  5.999472e-98
[10,]  3.062928e-64  3.087323e-70  1.459019e-76  3.216982e-83  3.296522e-90
[11,]  4.485025e-58  9.216638e-64  8.890263e-70  4.004801e-76  8.390513e-83
[12,]  3.044776e-52  1.275298e-57  2.510256e-63  2.309848e-69  9.893071e-76
[13,]  9.583400e-47  8.179138e-52  3.284536e-57  6.172389e-63  5.403508e-69
[14,]  1.398588e-41  2.431600e-46  1.991643e-51  7.642160e-57  1.367240e-62
[15,]  9.464351e-37  3.351120e-41  5.596959e-46  4.384187e-51  1.602694e-56
[16,]  2.969939e-32  2.141048e-36  7.289845e-41  1.165441e-45  8.703783e-51
[17,]  4.321972e-28  6.341984e-32  4.400802e-36  1.435616e-40  2.189933e-45
[18,]  2.916872e-24  8.709874e-28  1.231450e-31  8.195083e-36  2.552906e-40
[19,]  9.130151e-21  5.546439e-24  1.597351e-27  2.167998e-31  1.378923e-35
[20,]  1.325496e-17  1.637764e-20  9.605081e-24  2.658094e-27  3.451092e-31
[21,]  8.925658e-15  2.242592e-17  2.677606e-20  1.510474e-23  4.002271e-27
[22,]  2.787925e-12  1.424084e-14  3.460703e-17  3.978443e-20  2.150857e-23
[23,]  4.039361e-10  4.193984e-12  2.073839e-14  4.857231e-17  5.356567e-20
[24,]  2.714871e-08  5.728575e-10  5.762434e-12  2.748952e-14  6.182376e-17
[25,]  8.464479e-07  3.629231e-08  7.424749e-10  7.212289e-12  3.307047e-14
[26,]  1.224263e-05  1.066471e-06  4.436352e-08  8.772660e-10  8.199045e-12
[27,]  8.214808e-05  1.453673e-05  1.229310e-06  4.947274e-08  9.422074e-10
[28,]  2.558953e-04  9.191916e-05  1.579837e-05  1.293610e-06  5.018977e-08
[29,]  3.735574e-04  2.698461e-04  9.417307e-05  1.568447e-05  1.239349e-06
[30,]  2.888393e-04  3.718382e-04  2.606223e-04  8.819036e-05  1.418759e-05
[31,]  2.647896e-04  2.769280e-04  3.391217e-04  2.302092e-04  7.530446e-05
[32,]  4.411357e-04  2.634485e-04  2.437612e-04  2.830453e-04  1.855475e-04
[33,]  5.926480e-04  4.425057e-04  2.408358e-04  1.968147e-04  2.157488e-04
[34,]  6.455573e-04  5.995018e-04  4.096195e-04  2.022573e-04  1.455092e-04
[35,]  6.055193e-04  6.767465e-04  5.695564e-04  3.509791e-04  1.560119e-04
[36,]  4.625981e-04  6.437730e-04  6.751757e-04  5.091270e-04  2.790662e-04
[37,]  4.172508e-04  4.780341e-04  6.539738e-04  6.358641e-04  4.275425e-04
[38,]  5.286075e-04  4.238377e-04  4.765223e-04  6.250690e-04  5.600381e-04
[39,]  6.174453e-04  5.507960e-04  4.199213e-04  4.519391e-04  5.574963e-04
[40,]  7.211476e-04  6.259287e-04  5.547524e-04  4.023027e-04  4.081456e-04
[41,]  7.970816e-04  6.795592e-04  6.110106e-04  5.358441e-04  3.738724e-04
[42,]  5.648928e-04  7.079874e-04  6.116378e-04  5.705214e-04  4.961731e-04
[43,]  2.077942e-04  4.754281e-04  5.898750e-04  5.229957e-04  5.084735e-04
[44,]  3.711995e-05  1.650451e-04  3.707372e-04  4.590442e-04  4.235899e-04
[45,]  3.150589e-06  2.778765e-05  1.205503e-04  2.670701e-04  3.327115e-04
[46,]  1.265180e-07  2.224322e-06  1.902632e-05  8.081998e-05  1.773667e-04
[47,]  2.780247e-09  8.404181e-08  1.430633e-06  1.190029e-05  4.968238e-05
[48,]  3.725745e-10  1.559747e-09  5.084707e-08  8.372186e-07  6.796555e-06
[49,]  1.875322e-10  7.150933e-11  8.605967e-10  2.792035e-08  4.457049e-07
[50,]  5.349469e-11  2.982972e-11  1.555616e-11  4.405109e-10  1.390292e-08
              [,41]         [,42]         [,43]         [,44]         [,45]
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[10,]  1.565348e-97 3.437060e-105 3.484413e-113 1.629217e-121 3.510970e-130
[11,]  8.150453e-90  3.662416e-97 7.600461e-105 7.276161e-113 3.210853e-121
[12,]  1.965709e-82  1.807523e-89  7.678285e-97 1.504960e-104 1.359888e-112
[13,]  2.195889e-75  4.131608e-82  3.592391e-89  1.441537e-96 2.667181e-104
[14,]  1.136253e-68  4.374127e-75  7.784204e-82  6.394701e-89  2.422607e-96
[15,]  2.723469e-62  2.144900e-68  7.811971e-75  1.313745e-81  1.019054e-88
[16,]  3.023869e-56  4.871625e-62  3.631016e-68  1.249978e-74  1.985167e-81
[17,]  1.555275e-50  5.125060e-56  7.816672e-62  5.508045e-68  1.790957e-74
[18,]  3.705670e-45  2.497417e-50  7.793777e-56  1.124089e-61  7.482812e-68
[19,]  4.090324e-40  5.637193e-45  3.599289e-50  1.062479e-55  1.447915e-61
[20,]  2.091635e-35  5.894084e-40  7.698867e-45  4.651070e-50  1.297521e-55
[21,]  4.955292e-31  2.854734e-35  7.627633e-40  9.429918e-45  5.385014e-50
[22,]  5.439079e-27  6.405087e-31  3.500394e-35  8.855119e-40  1.035066e-44
[23,]  2.766077e-23  6.657330e-27  7.440636e-31  3.851335e-35  9.214134e-40
[24,]  6.517874e-20  3.205581e-23  7.326252e-27  7.758340e-31  3.798874e-35
[25,]  7.116535e-17  7.150877e-20  3.341514e-23  7.238944e-27  7.253963e-31
[26,]  3.600559e-14  7.390452e-17  7.059983e-20  3.128503e-23  6.415339e-27
[27,]  8.441672e-12  3.538800e-14  6.909920e-17  6.262675e-20  2.627799e-23
[28,]  9.172040e-10  7.851124e-12  3.133035e-14  5.807051e-17  4.985411e-20
[29,]  4.618522e-08  8.070773e-10  6.581011e-12  2.494208e-14  4.380789e-17
[30,]  1.077860e-06  3.844358e-08  6.404259e-10  4.962507e-12  1.783009e-14
[31,]  1.165919e-05  8.485486e-07  2.887410e-08  4.573740e-10  3.361333e-12
[32,]  5.846355e-05  8.679540e-06  6.031524e-07  1.952789e-08  2.935184e-10
[33,]  1.360816e-04  4.114797e-05  5.837737e-06  3.862474e-07  1.187227e-08
[34,]  1.497869e-04  9.054923e-05  2.618346e-05  3.539310e-06  2.224417e-07
[35,]  9.829043e-05  9.444527e-05  5.451281e-05  1.502737e-05  1.930623e-06
[36,]  1.105314e-04  6.052731e-05  5.393277e-05  2.961839e-05  7.763351e-06
[37,]  2.062202e-04  7.195432e-05  3.391455e-05  2.782299e-05  1.449310e-05
[38,]  3.358305e-04  1.416704e-04  4.307450e-05  1.726854e-05  1.293953e-05
[39,]  4.581481e-04  2.454447e-04  9.039229e-05  2.373895e-05  7.986388e-06
[40,]  4.654797e-04  3.479383e-04  1.663090e-04  5.347675e-05  1.205928e-05
[41,]  3.578202e-04  3.708506e-04  2.478780e-04  1.046435e-04  2.930579e-05
[42,]  3.416587e-04  3.150599e-04  2.923724e-04  1.701014e-04  6.187130e-05
[43,]  4.419808e-04  3.117439e-04  2.870712e-04  2.376875e-04  1.172349e-04
[44,]  4.322003e-04  3.796940e-04  2.853160e-04  2.707241e-04  2.025341e-04
[45,]  3.243744e-04  3.495277e-04  3.139039e-04  2.587700e-04  2.558693e-04
[46,]  2.241767e-04  2.344204e-04  2.674956e-04  2.479381e-04  2.272741e-04
[47,]  1.084223e-04  1.402647e-04  1.594221e-04  1.921953e-04  1.852191e-04
[48,]  2.798540e-05  6.092212e-05  8.145573e-05  1.015823e-04  1.284995e-04
[49,]  3.544815e-06  1.443552e-05  3.142820e-05  4.389764e-05  6.030257e-05
[50,]  2.159539e-07  1.688810e-06  6.813185e-06  1.487026e-05  2.195036e-05
              [,46]         [,47]         [,48]         [,49]         [,50]
 [1,] 1.108511e-237 7.991414e-250 2.651771e-262 4.050002e-275 2.846700e-288
 [2,] 2.119506e-225 3.129550e-237 2.126995e-249 6.653701e-262 9.579245e-275
 [3,] 1.876838e-213 5.675925e-225 7.901193e-237 5.062522e-249 1.492852e-261
 [4,] 7.695701e-202 4.766691e-213 1.359071e-224 1.783576e-236 1.077263e-248
 [5,] 1.461391e-190 1.853927e-201 1.082644e-212 2.910117e-224 3.600151e-236
 [6,] 1.285041e-179 3.338849e-190 3.993513e-201 2.198633e-212 5.571105e-224
 [7,] 5.233164e-169 2.784808e-179 6.822092e-190 7.692856e-201 3.992590e-212
 [8,] 9.868748e-159 1.075574e-168 5.396646e-179 1.246420e-189 1.324977e-200
 [9,] 8.618404e-149 1.923751e-158 1.976930e-168 9.351911e-179 2.036198e-189
[10,] 3.485457e-139 1.593387e-148 3.353666e-158 3.249345e-168 1.449072e-178
[11,] 6.527723e-130 6.111652e-139 2.634572e-148 5.228185e-158 4.775495e-168
[12,] 5.661698e-121 1.085612e-129 9.584653e-139 3.895655e-148 7.288196e-158
[13,] 2.273998e-112 8.929833e-121 1.614699e-129 1.344175e-138 5.150693e-148
[14,] 4.229669e-104 3.401570e-112 1.259709e-120 2.147792e-129 1.685662e-138
[15,]  3.643318e-96 6.000449e-104 4.551064e-112 1.589242e-120 2.554670e-129
[16,]  1.453329e-88  4.901823e-96 7.614139e-104 5.445653e-112 1.792913e-120
[17,]  2.684780e-81  1.854395e-88  5.899217e-96 8.641163e-104 5.826982e-112
[18,]  2.296853e-74  3.248767e-81  2.116580e-88  6.349764e-96 8.769784e-104
[19,]  9.100059e-68  2.635805e-74  3.516800e-81  2.160787e-88  6.112246e-96
[20,]  1.669684e-61  9.903252e-68  2.705976e-74  3.405064e-81  1.972734e-88
[21,]  1.418767e-55  1.723133e-61  9.642064e-68  2.484870e-74  2.948480e-81
[22,]  5.583173e-50  1.388489e-55  1.591078e-61  8.397555e-68  2.040777e-74
[23,]  1.017511e-44  5.181339e-50  1.215852e-55  1.314208e-61  6.541102e-68
[24,]  8.588000e-40  8.954144e-45  4.302725e-50  9.524519e-56  9.708905e-62
[25,]  3.356953e-35  7.166261e-40  7.051537e-45  3.196635e-50  6.673540e-56
[26,]  6.077159e-31  2.656123e-35  5.351812e-40  4.968358e-45  2.124259e-50
[27,]  5.095192e-27  4.559237e-31  1.881027e-35  3.576039e-40  3.131287e-45
[28,]  1.978480e-23  3.624346e-27  3.061757e-31  1.191969e-35  2.137501e-40
[29,]  3.558097e-20  1.334330e-23  2.307966e-27  1.839933e-31  6.757063e-36
[30,]  2.963631e-17  2.275080e-20  8.057010e-24  1.315270e-27  9.891884e-32
[31,]  1.143288e-14  1.796523e-17  1.302585e-20  4.354167e-24  6.706101e-28
[32,]  2.042766e-12  6.570168e-15  9.752786e-18  6.675358e-21  2.105391e-24
[33,]  1.690516e-10  1.112838e-12  3.381780e-15  4.739425e-18  3.061038e-21
[34,]  6.479836e-09  8.729785e-11  5.430738e-13  1.558333e-15  2.061005e-18
[35,]  1.150432e-07  3.171732e-09  4.038988e-11  2.372905e-13  6.426359e-16
[36,]  9.460682e-07  5.337249e-08  1.391205e-09  1.673363e-11  9.279612e-14
[37,]  3.604328e-06  4.159842e-07  2.219314e-08  5.465012e-10  6.205467e-12
[38,]  6.376103e-06  1.501951e-06  1.639702e-07  8.265837e-09  1.921766e-10
[39,]  5.415870e-06  2.518582e-06  5.612007e-07  5.790119e-08  2.756206e-09
[40,]  3.356350e-06  2.037546e-06  8.922990e-07  1.878836e-07  1.830700e-08
[41,]  5.653954e-06  1.283648e-06  6.884335e-07  2.833180e-07  5.632782e-08
[42,]  1.491149e-05  2.450513e-06  4.479198e-07  2.087958e-07  8.057306e-08
[43,]  3.534383e-05  7.117862e-06  9.850943e-07  1.431425e-07  5.683809e-08
[44,]  8.430465e-05  2.037019e-05  3.267273e-06  3.703736e-07  4.212252e-08
[45,]  1.764239e-04  6.346505e-05  1.231436e-05  1.504445e-06  1.328047e-07
[46,]  2.325037e-04  1.500578e-04  4.823674e-05  7.822718e-06  7.268920e-07
[47,]  1.887550e-04  1.967217e-04  1.198103e-04  3.530942e-05  5.023155e-06
[48,]  1.295501e-04  1.455068e-04  1.520269e-04  8.763896e-05  2.403119e-05
[49,]  7.929316e-05  8.413460e-05  1.028108e-04  1.062133e-04  5.798663e-05
[50,]  3.313779e-05  4.486660e-05  5.042003e-05  6.605169e-05  6.673732e-05

> 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  
     4391.3        239.5  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7y69x1197036369.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] 0.8034986 0.8174925 0.8314864 0.8454804 0.8594743 0.8734682 0.8874622
 [8] 0.9014561 0.9154501 0.9294440 0.9434379 0.9574319 0.9714258 0.9854197
[15] 0.9994137 1.0134076 1.0274015 1.0413955 1.0553894 1.0693834 1.0833773
[22] 1.0973712 1.1113652 1.1253591 1.1393530 1.1533470 1.1673409 1.1813348
[29] 1.1953288 1.2093227 1.2233166 1.2373106 1.2513045 1.2652985 1.2792924
[36] 1.2932863 1.3072803 1.3212742 1.3352681 1.3492621 1.3632560 1.3772499
[43] 1.3912439 1.4052378 1.4192318 1.4332257 1.4472196 1.4612136 1.4752075
[50] 1.4892014

$yords
 [1]  7306.001  7686.836  8067.670  8448.505  8829.339  9210.173  9591.008
 [8]  9971.842 10352.677 10733.511 11114.346 11495.180 11876.015 12256.849
[15] 12637.683 13018.518 13399.352 13780.187 14161.021 14541.856 14922.690
[22] 15303.524 15684.359 16065.193 16446.028 16826.862 17207.697 17588.531
[29] 17969.366 18350.200 18731.034 19111.869 19492.703 19873.538 20254.372
[36] 20635.207 21016.041 21396.875 21777.710 22158.544 22539.379 22920.213
[43] 23301.048 23681.882 24062.717 24443.551 24824.385 25205.220 25586.054
[50] 25966.889

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.718747e-03 1.140271e-02 1.165971e-02 9.246871e-03 5.647131e-03
 [2,] 1.010407e-02 1.568716e-02 1.917912e-02 1.831427e-02 1.355048e-02
 [3,] 9.549497e-03 1.743491e-02 2.528475e-02 2.886793e-02 2.572164e-02
 [4,] 7.586670e-03 1.593644e-02 2.704961e-02 3.656587e-02 3.892927e-02
 [5,] 5.499767e-03 1.253890e-02 2.409925e-02 3.784019e-02 4.753858e-02
 [6,] 4.244878e-03 9.485963e-03 1.909072e-02 3.320121e-02 4.789937e-02
 [7,] 3.819904e-03 8.056398e-03 1.540532e-02 2.699062e-02 4.192960e-02
 [8,] 3.578406e-03 7.804153e-03 1.437391e-02 2.359835e-02 3.566400e-02
 [9,] 2.999636e-03 7.414188e-03 1.462419e-02 2.386817e-02 3.397379e-02
[10,] 2.107987e-03 6.110937e-03 1.387577e-02 2.494348e-02 3.651784e-02
[11,] 1.263423e-03 4.215019e-03 1.121570e-02 2.341921e-02 3.854099e-02
[12,] 7.293790e-04 2.542471e-03 7.641001e-03 1.858824e-02 3.566073e-02
[13,] 4.975490e-04 1.561546e-03 4.714617e-03 1.263522e-02 2.793467e-02
[14,] 4.111802e-04 1.165833e-03 3.130287e-03 8.126317e-03 1.921299e-02
[15,] 3.424773e-04 1.004286e-03 2.532214e-03 5.885958e-03 1.312456e-02
[16,] 2.564057e-04 8.386468e-04 2.240531e-03 5.080052e-03 1.036955e-02
[17,] 1.713204e-04 6.306573e-04 1.875987e-03 4.570221e-03 9.390330e-03
[18,] 1.051352e-04 4.312489e-04 1.428983e-03 3.851465e-03 8.546487e-03
[19,] 5.967700e-05 2.738148e-04 1.006996e-03 2.997522e-03 7.296192e-03
[20,] 3.035219e-05 1.593691e-04 6.603830e-04 2.184673e-03 5.844882e-03
[21,] 1.321795e-05 8.153104e-05 3.911140e-04 1.472783e-03 4.405945e-03
[22,] 4.771843e-06 3.519895e-05 2.000882e-04 8.815606e-04 3.035506e-03
[23,] 1.415334e-06 1.256074e-05 8.566081e-05 4.499460e-04 1.828430e-03
[24,] 3.526753e-07 3.730528e-06 3.047788e-05 1.919805e-04 9.328231e-04
[25,] 7.913475e-08 9.660746e-07 9.256055e-06 6.913750e-05 4.007881e-04
[26,] 1.786364e-08 2.399099e-07 2.580289e-06 2.208388e-05 1.492380e-04
[27,] 4.317313e-09 6.268770e-08 7.299780e-07 6.846303e-06 5.166655e-05
[28,] 1.050510e-09 1.704002e-08 2.177373e-07 2.215121e-06 1.811243e-05
[29,] 2.319872e-10 4.376598e-09 6.394035e-08 7.294693e-07 6.567014e-06
[30,] 4.341118e-11 9.765690e-10 1.683857e-08 2.236504e-07 2.304044e-06
[31,] 6.646509e-12 1.807010e-10 3.743605e-09 5.927240e-08 7.201335e-07
[32,] 8.172696e-13 2.706419e-11 6.805053e-10 1.301566e-08 1.898315e-07
[33,] 7.982310e-14 3.235845e-12 9.936526e-11 2.314120e-09 4.093754e-08
[34,] 6.150146e-15 3.062057e-13 1.153028e-11 3.286329e-10 7.097005e-09
[35,] 3.721902e-16 2.281001e-14 1.056115e-12 3.696231e-11 9.785204e-10
[36,] 1.764542e-17 1.333131e-15 7.603410e-14 3.274944e-12 1.065776e-10
[37,] 6.543535e-19 6.100598e-17 4.291327e-15 2.278177e-13 9.130739e-12
[38,] 1.896264e-20 2.183147e-18 1.895628e-16 1.241638e-14 6.136413e-13
[39,] 4.291552e-22 6.104392e-20 6.546731e-18 5.294510e-16 3.229422e-14
[40,] 7.580939e-24 1.332787e-21 1.766239e-19 1.764571e-17 1.329200e-15
[41,] 1.044663e-25 2.270678e-23 3.719651e-21 4.592580e-19 4.274308e-17
[42,] 1.122236e-27 3.016574e-25 6.110025e-23 9.326179e-21 1.072837e-18
[43,] 9.390915e-30 3.122352e-27 7.821645e-25 1.476330e-22 2.099753e-20
[44,] 6.115980e-32 2.515738e-29 7.795782e-27 1.819999e-24 3.201284e-22
[45,] 3.097021e-34 1.576307e-31 6.043552e-29 1.745491e-26 3.797844e-24
[46,] 1.218194e-36 7.673137e-34 3.640417e-31 1.300970e-28 3.502173e-26
[47,] 3.718403e-39 2.898864e-36 1.702132e-33 7.527776e-31 2.507618e-28
[48,] 8.799438e-42 8.491591e-39 6.171547e-36 3.378175e-33 1.392721e-30
[49,] 1.612989e-44 1.926943e-41 1.733638e-38 1.174655e-35 5.994236e-33
[50,] 2.288405e-47 3.384612e-44 3.769823e-41 3.162122e-38 1.997512e-35
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.640618e-03 9.414037e-04 2.551028e-04 5.243259e-05 8.161995e-06
 [2,] 7.714740e-03 3.361357e-03 1.116272e-03 2.817258e-04 5.392659e-05
 [3,] 1.774319e-02 9.412280e-03 3.819525e-03 1.181107e-03 2.775425e-04
 [4,] 3.233043e-02 2.077523e-02 1.026154e-02 3.876241e-03 1.115631e-03
 [5,] 4.710136e-02 3.640899e-02 2.177115e-02 1.000438e-02 3.515458e-03
 [6,] 5.569488e-02 5.122052e-02 3.678471e-02 2.044078e-02 8.729748e-03
 [7,] 5.509595e-02 5.897087e-02 5.016600e-02 3.339418e-02 1.721605e-02
 [8,] 4.884900e-02 5.785977e-02 5.661900e-02 4.435867e-02 2.729058e-02
 [9,] 4.418353e-02 5.278964e-02 5.574585e-02 4.947417e-02 3.550815e-02
[10,] 4.562816e-02 5.127504e-02 5.310475e-02 4.949210e-02 3.949174e-02
[11,] 5.106582e-02 5.667503e-02 5.549157e-02 4.976769e-02 4.062077e-02
[12,] 5.383438e-02 6.492180e-02 6.460884e-02 5.565007e-02 4.336507e-02
[13,] 4.910485e-02 6.799467e-02 7.485063e-02 6.723214e-02 5.138927e-02
[14,] 3.830262e-02 6.141393e-02 7.784687e-02 7.827064e-02 6.368904e-02
[15,] 2.712207e-02 4.831741e-02 7.022140e-02 8.117576e-02 7.443315e-02
[16,] 1.997468e-02 3.589144e-02 5.663957e-02 7.405296e-02 7.764895e-02
[17,] 1.706527e-02 2.870791e-02 4.487993e-02 6.234446e-02 7.277677e-02
[18,] 1.598292e-02 2.614857e-02 3.891260e-02 5.325607e-02 6.499707e-02
[19,] 1.471403e-02 2.508424e-02 3.722410e-02 4.958365e-02 5.997404e-02
[20,] 1.282522e-02 2.344997e-02 3.642758e-02 4.922939e-02 5.921150e-02
[21,] 1.062778e-02 2.103292e-02 3.481909e-02 4.922143e-02 6.065016e-02
[22,] 8.264144e-03 1.806782e-02 3.234938e-02 4.851459e-02 6.235268e-02
[23,] 5.789505e-03 1.443837e-02 2.879958e-02 4.690088e-02 6.391931e-02
[24,] 3.506502e-03 1.025683e-02 2.357272e-02 4.319592e-02 6.442688e-02
[25,] 1.799670e-03 6.265396e-03 1.698300e-02 3.614324e-02 6.123064e-02
[26,] 7.907219e-04 3.269192e-03 1.052978e-02 2.647868e-02 5.234067e-02
[27,] 3.120246e-04 1.496488e-03 5.659504e-03 1.680231e-02 3.914541e-02
[28,] 1.197068e-04 6.395039e-04 2.747659e-03 9.423849e-03 2.563046e-02
[29,] 4.719222e-05 2.735348e-04 1.286726e-03 4.913118e-03 1.515017e-02
[30,] 1.858111e-05 1.186525e-04 6.074203e-04 2.519696e-03 8.518719e-03
[31,] 6.752133e-06 4.924350e-05 2.822581e-04 1.287577e-03 4.735215e-03
[32,] 2.118425e-06 1.817474e-05 1.206797e-04 6.258541e-04 2.564912e-03
[33,] 5.512587e-07 5.666870e-06 4.465268e-05 2.712388e-04 1.280287e-03
[34,] 1.162835e-07 1.448199e-06 1.374330e-05 9.973057e-05 5.561455e-04
[35,] 1.961237e-08 2.979525e-07 3.436428e-06 3.015485e-05 2.019403e-04
[36,] 2.622133e-09 4.880940e-08 6.881065e-07 7.357180e-06 5.977226e-05
[37,] 2.763919e-10 6.322219e-09 1.093529e-07 1.431515e-06 1.420010e-05
[38,] 2.288958e-11 6.446408e-10 1.371360e-08 2.204929e-07 2.681549e-06
[39,] 1.485981e-12 5.159396e-11 1.352129e-09 2.675736e-08 4.000342e-07
[40,] 7.550431e-14 3.234901e-12 1.045576e-10 2.550203e-09 4.695365e-08
[41,] 2.999044e-15 1.586591e-13 6.329718e-12 1.904697e-10 4.324089e-09
[42,] 9.301968e-17 6.079533e-15 2.995538e-13 1.112887e-11 3.117987e-10
[43,] 2.250538e-18 1.817901e-16 1.106786e-14 5.079400e-13 1.757411e-11
[44,] 4.242746e-20 4.237055e-18 3.188675e-16 1.808511e-14 7.731073e-13
[45,] 6.225492e-22 7.688572e-20 7.154544e-18 5.016605e-16 2.650717e-14
[46,] 7.102016e-24 1.084958e-21 1.248691e-19 1.082754e-17 7.073987e-16
[47,] 6.292072e-26 1.189250e-23 1.693248e-21 1.816150e-19 1.467537e-17
[48,] 4.324685e-28 1.011484e-25 1.781948e-23 2.364698e-21 2.363846e-19
[49,] 2.303780e-30 6.668609e-28 1.453891e-25 2.387485e-23 2.953089e-21
[50,] 9.503067e-33 3.404889e-30 9.187992e-28 1.867340e-25 2.858412e-23
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.612966e-07 8.559937e-08 5.759812e-09 2.927499e-10 1.123571e-11
 [2,] 7.817834e-06 8.575274e-07 7.111853e-08 4.457232e-09 2.110206e-10
 [3,] 4.946340e-05 6.676676e-06 6.819332e-07 5.266562e-08 3.073932e-09
 [4,] 2.439960e-04 4.047433e-05 5.085520e-06 4.835473e-07 3.476903e-08
 [5,] 9.412067e-04 1.915022e-04 2.955634e-05 3.455797e-06 3.058147e-07
 [6,] 2.851243e-03 7.096506e-04 1.342533e-04 1.927018e-05 2.095853e-06
 [7,] 6.824762e-03 2.069822e-03 4.785276e-04 8.411948e-05 1.122294e-05
 [8,] 1.302616e-02 4.785835e-03 1.346181e-03 2.888220e-04 4.714041e-05
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[19,] 4.496942e-30 1.826617e-32  5.586658e-35  1.286551e-37  2.230867e-40
[20,] 1.091152e-27 5.489345e-30  2.079363e-32  5.930765e-35  1.273688e-37
[21,] 2.039590e-25 1.270817e-27  5.962088e-30  2.106125e-32  5.601986e-35
[22,] 2.936860e-23 2.266357e-25  1.316887e-27  5.761556e-30  1.898030e-32
[23,] 3.257693e-21 3.113578e-23  2.240707e-25  1.214176e-27  4.953934e-30
[24,] 2.783717e-19 3.295178e-21  2.937035e-23  1.971110e-25  9.960589e-28
[25,] 1.832427e-17 2.686484e-19  2.965645e-21  2.465053e-23  1.542786e-25
[26,] 9.292133e-16 1.687237e-17  2.306828e-19  2.374802e-21  1.840825e-23
[27,] 3.629866e-14 8.163063e-16  1.382281e-17  1.762436e-19  1.692012e-21
[28,] 1.092334e-12 3.042416e-14  6.380654e-16  1.007597e-17  1.198070e-19
[29,] 2.532273e-11 8.735171e-13  2.268925e-14  4.437577e-16  6.535008e-18
[30,] 4.522302e-10 1.932031e-11  6.215314e-13  1.505539e-14  2.745977e-16
[31,] 6.221691e-09 3.291914e-10  1.311578e-11  3.934821e-13  8.888605e-15
[32,] 6.594348e-08 4.320976e-09  2.132149e-10  7.922220e-12  2.216450e-13
[33,] 5.384922e-07 4.369458e-08  2.670169e-09  1.228741e-10  4.257658e-12
[34,] 3.388460e-06 3.404239e-07  2.576175e-08  1.468163e-09  6.300531e-11
[35,] 1.643670e-05 2.043832e-06  1.915012e-07  1.351489e-08  7.182743e-10
[36,] 6.152907e-05 9.461154e-06  1.097130e-06  9.586268e-08  6.308906e-09
[37,] 1.782940e-04 3.382539e-05  4.848961e-06  5.242396e-07  4.270884e-08
[38,] 4.037481e-04 9.390464e-05  1.658561e-05  2.214641e-06  2.231079e-07
[39,] 7.362560e-04 2.061143e-04  4.439482e-05  7.277975e-06  9.034290e-07
[40,] 1.178319e-03 3.788266e-04  9.656844e-05  1.907253e-05  2.882283e-06
[41,] 1.957323e-03 6.720396e-04  1.902893e-04  4.311675e-05  7.656113e-06
[42,] 3.753066e-03 1.361644e-03  4.090344e-04  9.989103e-05  1.954818e-05
[43,] 7.395955e-03 3.040481e-03  1.015204e-03  2.709567e-04  5.734144e-05
[44,] 1.275648e-02 6.251341e-03  2.468368e-03  7.689059e-04  1.866807e-04
[45,] 1.781329e-02 1.056848e-02  5.063211e-03  1.909782e-03  5.581472e-04
[46,] 1.963195e-02 1.410877e-02  8.246750e-03  3.807696e-03  1.362901e-03
[47,] 1.697150e-02 1.470369e-02  1.047300e-02  5.928248e-03  2.609439e-03
[48,] 1.151949e-02 1.193790e-02  1.032243e-02  7.153197e-03  3.872449e-03
[49,] 6.167999e-03 7.562315e-03  7.892924e-03  6.678037e-03  4.441141e-03
[50,] 2.625400e-03 3.752033e-03  4.688383e-03  4.824275e-03  3.934067e-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  
     -13902        24145  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1g2t41197036369.ps tmp/1g2t41197036369.png")
> system("convert tmp/21nm81197036369.ps tmp/21nm81197036369.png")
> system("convert tmp/3f9bt1197036369.ps tmp/3f9bt1197036369.png")
> system("convert tmp/4c2nf1197036369.ps tmp/4c2nf1197036369.png")
> system("convert tmp/5qrav1197036369.ps tmp/5qrav1197036369.png")
> system("convert tmp/61edi1197036369.ps tmp/61edi1197036369.png")
> system("convert tmp/7y69x1197036369.ps tmp/7y69x1197036369.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.278   1.316   2.613