R version 2.7.0 (2008-04-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
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(10511,10812,10738,10171,9721,9897,9828,9924,10371,10846,10413,10709,10662,10570,10297,10635,10872,10296,10383,10431,10574,10653,10805,10872,10625,10407,10463,10556,10646,10702,11353,11346,11451,11964,12574,13031,13812,14544,14931,14886,16005,17064,15168,16050,15839,15137,14954,15648,15305,15579,16348,15928,16171,15937,15713,15594,15683,16438,17032,17696,17745)
> y <- c(1995.37,1946.81,1765.9,1635.25,1833.42,1910.43,1959.67,1969.6,2061.41,2093.48,2120.88,2174.56,2196.72,2350.44,2440.25,2408.64,2472.81,2407.6,2454.62,2448.05,2497.84,2645.64,2756.76,2849.27,2921.44,2981.85,3080.58,3106.22,3119.31,3061.26,3097.31,3161.69,3257.16,3277.01,3295.32,3363.99,3494.17,3667.03,3813.06,3917.96,3895.51,3801.06,3570.12,3701.61,3862.27,3970.1,4138.52,4199.75,4290.89,4443.91,4502.64,4356.98,4591.27,4696.96,4621.4,4562.84,4202.52,4296.49,4435.23,4105.18,4116.68)
> x <- c(94.71,93.77,95.73,95.99,95.82,95.47,95.82,94.71,96.33,96.5,96.16,96.33,96.33,95.05,96.84,96.92,97.44,97.78,97.69,96.67,98.29,98.2,98.71,98.54,98.2,96.92,99.06,99.65,99.82,99.99,100.33,99.31,101.1,101.1,100.93,100.85,100.93,99.6,101.88,101.81,102.38,102.74,102.82,101.72,103.47,102.98,102.68,102.9,103.03,101.29,103.69,103.68,104.2,104.08,104.16,103.05,104.66,104.46,104.95,105.85,106.23)
> par20 = ''
> par19 = ''
> par18 = ''
> par17 = ''
> par16 = ''
> par15 = ''
> par14 = ''
> par13 = ''
> par12 = ''
> par11 = ''
> par10 = ''
> par9 = ''
> par8 = ''
> par7 = 'goud'
> par6 = 'bel 20'
> par5 = 'inflatie'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> ylab = ''
> xlab = ''
> main = ''
> #'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/11vyv1226425235.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/2goj21226425235.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/3eddj1226425235.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/45i1i1226425235.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/5jf801226425235.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  
   -22883.5        261.0  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6fbg21226425235.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] 1099.120 1183.487 1267.853 1352.220 1436.587 1520.954 1605.320 1689.687
 [9] 1774.054 1858.420 1942.787 2027.154 2111.521 2195.887 2280.254 2364.621
[17] 2448.988 2533.354 2617.721 2702.088 2786.455 2870.821 2955.188 3039.555
[25] 3123.922 3208.288 3292.655 3377.022 3461.389 3545.755 3630.122 3714.489
[33] 3798.856 3883.222 3967.589 4051.956 4136.323 4220.689 4305.056 4389.423
[41] 4473.790 4558.156 4642.523 4726.890 4811.256 4895.623 4979.990 5064.357
[49] 5148.723 5233.090

$yords
 [1]  8914.345  9111.025  9307.705  9504.385  9701.065  9897.744 10094.424
 [8] 10291.104 10487.784 10684.463 10881.143 11077.823 11274.503 11471.183
[15] 11667.862 11864.542 12061.222 12257.902 12454.581 12651.261 12847.941
[22] 13044.621 13241.301 13437.980 13634.660 13831.340 14028.020 14224.699
[29] 14421.379 14618.059 14814.739 15011.419 15208.098 15404.778 15601.458
[36] 15798.138 15994.817 16191.497 16388.177 16584.857 16781.537 16978.216
[43] 17174.896 17371.576 17568.256 17764.935 17961.615 18158.295 18354.975
[50] 18551.655

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.480396e-06 1.441701e-06 2.049418e-06 2.392360e-06 1.969817e-06
 [2,] 2.717501e-06 2.316015e-06 2.586521e-06 3.431900e-06 3.422290e-06
 [3,] 4.124649e-06 4.122267e-06 3.602418e-06 4.368933e-06 5.110725e-06
 [4,] 4.883594e-06 6.607137e-06 5.832457e-06 5.587806e-06 6.710862e-06
 [5,] 4.479399e-06 8.573166e-06 9.399810e-06 8.033532e-06 8.354805e-06
 [6,] 3.239878e-06 8.762112e-06 1.302565e-05 1.232691e-05 1.094895e-05
 [7,] 1.915060e-06 7.127212e-06 1.463827e-05 1.754623e-05 1.547993e-05
 [8,] 9.710658e-07 4.765475e-06 1.329659e-05 2.120089e-05 2.164783e-05
 [9,] 4.580183e-07 2.731538e-06 1.002012e-05 2.123523e-05 2.721922e-05
[10,] 2.553792e-07 1.415201e-06 6.491613e-06 1.790737e-05 2.944877e-05
[11,] 2.307580e-07 7.721180e-07 3.740530e-06 1.307331e-05 2.744194e-05
[12,] 2.678759e-07 6.135341e-07 2.094562e-06 8.427437e-06 2.242118e-05
[13,] 2.773121e-07 6.952791e-07 1.491089e-06 5.013553e-06 1.618260e-05
[14,] 2.249063e-07 7.713048e-07 1.577417e-06 3.331535e-06 1.045685e-05
[15,] 1.381014e-07 6.915962e-07 1.827662e-06 3.182417e-06 6.807230e-06
[16,] 6.347779e-08 4.745693e-07 1.793929e-06 3.721314e-06 5.814799e-06
[17,] 2.172822e-08 2.449255e-07 1.369320e-06 3.941842e-06 6.587154e-06
[18,] 5.522403e-09 9.436922e-08 7.914994e-07 3.325746e-06 7.378754e-06
[19,] 1.040102e-09 2.703714e-08 3.427488e-07 2.145668e-06 6.820758e-06
[20,] 1.449455e-10 5.745705e-09 1.105862e-07 1.042158e-06 4.889267e-06
[21,] 1.492616e-11 9.040682e-10 2.649815e-08 3.781731e-07 2.656389e-06
[22,] 1.134478e-12 1.051741e-10 4.705148e-09 1.020832e-07 1.082299e-06
[23,] 6.357403e-14 9.034903e-12 6.181009e-10 2.044237e-08 3.287547e-07
[24,] 2.624036e-15 5.724739e-13 5.999045e-11 3.030927e-09 7.418591e-08
[25,] 7.970332e-17 2.672762e-14 4.296585e-12 3.322182e-10 1.240680e-08
[26,] 1.780123e-18 9.186151e-16 2.268391e-13 2.688535e-11 1.535040e-09
[27,] 2.921339e-20 2.322270e-17 8.819535e-15 1.604576e-12 1.403079e-10
[28,] 3.520480e-22 4.314947e-19 2.523067e-16 7.055324e-14 9.462782e-12
[29,] 3.113699e-24 5.888970e-21 5.306786e-18 2.283452e-15 4.703975e-13
[30,] 2.020247e-26 5.900073e-23 8.200803e-20 5.435411e-17 1.721890e-14
[31,] 9.612055e-29 4.337298e-25 9.305634e-22 9.508865e-19 4.637379e-16
[32,] 3.352470e-31 2.338523e-27 7.749512e-24 1.221818e-20 9.182012e-18
[33,] 8.568995e-34 9.244254e-30 4.734246e-26 1.152472e-22 1.335720e-19
[34,] 1.604742e-36 2.678408e-32 2.120843e-28 7.976166e-25 1.426765e-21
[35,] 2.201444e-39 5.686546e-35 6.964828e-31 4.048784e-27 1.118495e-23
[36,] 2.211864e-42 8.844816e-38 1.676227e-33 1.506842e-29 6.432342e-26
[37,] 1.627412e-45 1.007674e-40 2.955811e-36 4.110523e-32 2.712678e-28
[38,] 8.767500e-49 8.407723e-44 3.818203e-39 8.216870e-35 8.386605e-31
[39,] 3.458142e-52 5.136900e-47 3.612452e-42 1.203368e-37 1.900252e-33
[40,] 9.985364e-56 2.297961e-50 2.502916e-45 1.290912e-40 3.154825e-36
[41,] 2.110605e-59 7.525967e-54 1.269813e-48 1.014224e-43 3.837010e-39
[42,] 3.265462e-63 1.804367e-57 4.716693e-52 5.835173e-47 3.418156e-42
[43,] 3.697922e-67 3.166684e-61 1.282642e-55 2.458163e-50 2.230042e-45
[44,] 3.064943e-71 4.067920e-65 2.553332e-59 7.581583e-54 1.065370e-48
[45,] 1.859143e-75 3.824705e-69 3.720552e-63 1.711821e-57 3.726506e-52
[46,] 8.253361e-80 2.631955e-73 3.968232e-67 2.829374e-61 9.543151e-56
[47,] 2.681362e-84 1.325530e-77 3.097761e-71 3.423119e-65 1.789082e-59
[48,] 6.374792e-89 4.885492e-82 1.769838e-75 3.031253e-69 2.455161e-63
[49,] 1.109102e-93 1.317771e-86 7.400397e-80 1.964661e-73 2.466219e-67
[50,] 1.412062e-98 2.601150e-91 2.264596e-84 9.319508e-78 1.813243e-71
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.227340e-06 5.090160e-07 1.159782e-07 1.317849e-08 7.216838e-10
 [2,] 2.543059e-06 1.382268e-06 4.545290e-07 7.789324e-08 6.539267e-09
 [3,] 4.479100e-06 2.994485e-06 1.353263e-06 3.422758e-07 4.366806e-08
 [4,] 6.850270e-06 5.390771e-06 3.141293e-06 1.131298e-06 2.160166e-07
 [5,] 9.267524e-06 8.372778e-06 5.899581e-06 2.867967e-06 7.986012e-07
 [6,] 1.159982e-05 1.155260e-05 9.364622e-06 5.747585e-06 2.239389e-06
 [7,] 1.448825e-05 1.465821e-05 1.310091e-05 9.489173e-06 4.877897e-06
 [8,] 1.897175e-05 1.801911e-05 1.679327e-05 1.353479e-05 8.549621e-06
 [9,] 2.526685e-05 2.245907e-05 2.058000e-05 1.748516e-05 1.262466e-05
[10,] 3.186363e-05 2.836914e-05 2.502275e-05 2.138914e-05 1.653483e-05
[11,] 3.617509e-05 3.492102e-05 3.042814e-05 2.566523e-05 2.019976e-05
[12,] 3.651820e-05 4.029925e-05 3.629496e-05 3.053219e-05 2.397256e-05
[13,] 3.298735e-05 4.290546e-05 4.156635e-05 3.556688e-05 2.811407e-05
[14,] 2.655109e-05 4.205570e-05 4.534606e-05 4.008230e-05 3.230988e-05
[15,] 1.886730e-05 3.740224e-05 4.705962e-05 4.382122e-05 3.597658e-05
[16,] 1.256611e-05 2.936973e-05 4.555950e-05 4.689371e-05 3.905788e-05
[17,] 9.769927e-06 2.068656e-05 3.947685e-05 4.843843e-05 4.219429e-05
[18,] 1.029676e-05 1.521058e-05 3.007100e-05 4.598891e-05 4.546866e-05
[19,] 1.185739e-05 1.450159e-05 2.190768e-05 3.838789e-05 4.673059e-05
[20,] 1.186091e-05 1.653691e-05 1.883042e-05 2.894720e-05 4.297736e-05
[21,] 9.388468e-06 1.758366e-05 2.034521e-05 2.302569e-05 3.471887e-05
[22,] 5.685679e-06 1.524072e-05 2.239549e-05 2.263317e-05 2.681734e-05
[23,] 2.595271e-06 1.024032e-05 2.100284e-05 2.480633e-05 2.355981e-05
[24,] 8.858174e-07 5.221835e-06 1.556014e-05 2.471318e-05 2.440364e-05
[25,] 2.250264e-07 1.999049e-06 8.831498e-06 2.001336e-05 2.505986e-05
[26,] 4.241763e-08 5.709660e-07 3.783162e-06 1.258215e-05 2.188821e-05
[27,] 5.920613e-09 1.212012e-07 1.212991e-06 6.013057e-06 1.514133e-05
[28,] 6.109298e-10 1.907167e-08 2.896397e-07 2.160018e-06 8.041532e-06
[29,] 4.654166e-11 2.220414e-09 5.133849e-08 5.793871e-07 3.228350e-06
[30,] 2.614686e-12 1.909826e-10 6.739473e-09 1.155646e-07 9.711136e-07
[31,] 1.082149e-13 1.212068e-11 6.541269e-10 1.709278e-08 2.177074e-07
[32,] 3.296509e-15 5.669749e-13 4.687590e-11 1.870917e-09 3.624692e-08
[33,] 7.385471e-17 1.952959e-14 2.477318e-12 1.513109e-10 4.471022e-09
[34,] 1.216056e-18 4.949366e-16 9.645325e-14 9.030254e-12 4.078409e-10
[35,] 1.470674e-20 9.221748e-18 2.764196e-15 3.972543e-13 2.747246e-11
[36,] 1.305668e-22 1.262408e-19 5.826327e-17 1.286946e-14 1.364912e-12
[37,] 8.505559e-25 1.269003e-21 9.025993e-19 3.067692e-16 4.996492e-14
[38,] 4.064030e-27 9.362480e-24 1.027090e-20 5.376561e-18 1.346452e-15
[39,] 1.423780e-29 5.067521e-26 8.580312e-23 6.923977e-20 2.668931e-17
[40,] 3.656249e-32 2.011493e-28 5.259948e-25 6.548176e-22 3.888707e-19
[41,] 6.880616e-35 5.853607e-31 2.365223e-27 4.545542e-24 4.162285e-21
[42,] 9.486919e-38 1.248513e-33 7.798793e-30 2.315083e-26 3.271051e-23
[43,] 9.581940e-41 1.951327e-36 1.885050e-32 8.647804e-29 1.886578e-25
[44,] 7.088293e-44 2.234321e-39 3.339235e-35 2.368445e-31 7.982133e-28
[45,] 3.839947e-47 1.873957e-42 4.334113e-38 4.754609e-34 2.476653e-30
[46,] 1.523238e-50 1.151122e-45 4.121107e-41 6.994702e-37 5.633711e-33
[47,] 4.424049e-54 5.178101e-49 2.870206e-44 7.539341e-40 9.392704e-36
[48,] 9.406706e-58 1.705506e-52 1.463968e-47 5.952856e-43 1.147497e-38
[49,] 1.464211e-61 4.112851e-56 5.468037e-51 3.442647e-46 1.027085e-41
[50,] 1.668335e-65 7.261025e-60 1.495415e-54 1.458050e-49 6.734070e-45
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.882366e-11 2.328722e-13 1.401330e-15 8.298110e-17 1.754988e-16
 [2,] 2.631333e-10 5.034727e-12 4.590451e-14 4.266382e-16 5.877891e-16
 [3,] 2.700681e-09 7.979086e-11 1.121677e-12 8.445337e-15 1.609072e-15
 [4,] 2.040019e-08 9.279439e-10 2.013645e-11 2.139417e-13 5.662878e-15
 [5,] 1.138742e-07 7.934617e-09 2.653171e-10 4.272715e-12 5.389734e-14
 [6,] 4.729782e-07 5.004935e-08 2.568849e-09 6.343115e-11 8.797170e-13
 [7,] 1.478780e-06 2.341811e-07 1.832485e-08 6.939978e-10 1.344626e-11
 [8,] 3.546469e-06 8.203756e-07 9.674799e-08 5.595411e-09 1.611035e-10
 [9,] 6.716159e-06 2.184577e-06 3.809274e-07 3.334908e-08 1.448498e-09
[10,] 1.046010e-05 4.528450e-06 1.132524e-06 1.478327e-07 9.683356e-09
[11,] 1.408600e-05 7.565513e-06 2.593137e-06 4.924740e-07 4.820522e-08
[12,] 1.730148e-05 1.066056e-05 4.709518e-06 1.253565e-06 1.800549e-07
[13,] 2.033224e-05 1.334880e-05 7.062042e-06 2.500691e-06 5.117214e-07
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[23,] 5.115018e-19  7.482424e-22  5.189498e-25  1.705415e-28  2.654606e-32
[24,] 3.443514e-17  7.795414e-20  8.369993e-23  4.259167e-26  1.026723e-29
[25,] 1.698235e-15  5.948120e-18  9.885871e-21  7.788853e-24  2.907584e-27
[26,] 6.136099e-14  3.324250e-16  8.550926e-19  1.043014e-21  6.029041e-25
[27,] 1.624671e-12  1.360890e-14  5.416847e-17  1.022811e-19  9.154197e-23
[28,] 3.152941e-11  4.081445e-13  2.513275e-15  7.345239e-18  1.017796e-20
[29,] 4.486163e-10  8.968665e-12  8.541324e-14  3.863142e-16  8.286755e-19
[30,] 4.681867e-09  1.444260e-10  2.126388e-12  1.488073e-14  4.940938e-17
[31,] 3.585751e-08  1.704794e-09  3.878311e-11  4.198409e-13  2.157518e-15
[32,] 2.016805e-07  1.475522e-08  5.183094e-10  8.676696e-12  6.899846e-14
[33,] 8.338189e-07  9.368076e-08  5.076516e-09  1.313634e-10  1.616175e-12
[34,] 2.537010e-06  4.365450e-07  3.644873e-08  1.457126e-09  2.772869e-11
[35,] 5.689516e-06  1.494176e-06  1.919041e-07  1.184374e-08  3.484949e-10
[36,] 9.422140e-06  3.759991e-06  7.412478e-07  7.055652e-08  3.208719e-09
[37,] 1.154856e-05  6.965039e-06  2.101717e-06  3.081461e-07  2.164657e-08
[38,] 1.050379e-05  9.512493e-06  4.377749e-06  9.869590e-07  1.070134e-07
[39,] 7.110767e-06  9.597148e-06  6.705465e-06  2.319347e-06  3.877660e-07
[40,] 3.602940e-06  7.169507e-06  7.562546e-06  4.001490e-06  1.030157e-06
[41,] 1.418269e-06  3.978788e-06  6.290382e-06  5.072426e-06  2.007235e-06
[42,] 6.096208e-07  1.659202e-06  3.867053e-06  4.729350e-06  2.869878e-06
[43,] 6.944953e-07  5.811456e-07  1.764690e-06  3.247666e-06  3.012842e-06
[44,] 1.249373e-06  3.508294e-07  6.163449e-07  1.646056e-06  2.324355e-06
[45,] 1.852699e-06  5.573969e-07  2.248685e-07  6.210449e-07  1.319330e-06
[46,] 2.069582e-06  9.115728e-07  2.237913e-07  1.910096e-07  5.525232e-07
[47,] 1.757082e-06  1.137374e-06  3.789904e-07  9.470168e-08  1.746445e-07
[48,] 1.179144e-06  1.060737e-06  5.293813e-07  1.347281e-07  5.388445e-08
[49,] 6.832922e-07  7.533761e-07  5.510916e-07  2.069994e-07  4.373276e-08
[50,] 4.041807e-07  4.286114e-07  4.283806e-07  2.421719e-07  6.804901e-08

> 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  
   4453.978        2.622  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/717q11226425235.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]  91.78662  92.12186  92.45710  92.79234  93.12758  93.46282  93.79806
 [8]  94.13330  94.46854  94.80378  95.13902  95.47426  95.80950  96.14474
[15]  96.47998  96.81522  97.15046  97.48570  97.82094  98.15618  98.49142
[22]  98.82666  99.16190  99.49714  99.83238 100.16762 100.50286 100.83810
[29] 101.17334 101.50858 101.84382 102.17906 102.51430 102.84954 103.18478
[36] 103.52002 103.85526 104.19050 104.52574 104.86098 105.19622 105.53146
[43] 105.86670 106.20194 106.53718 106.87242 107.20766 107.54290 107.87814
[50] 108.21338

$yords
 [1]  8914.345  9111.025  9307.705  9504.385  9701.065  9897.744 10094.424
 [8] 10291.104 10487.784 10684.463 10881.143 11077.823 11274.503 11471.183
[15] 11667.862 11864.542 12061.222 12257.902 12454.581 12651.261 12847.941
[22] 13044.621 13241.301 13437.980 13634.660 13831.340 14028.020 14224.699
[29] 14421.379 14618.059 14814.739 15011.419 15208.098 15404.778 15601.458
[36] 15798.138 15994.817 16191.497 16388.177 16584.857 16781.537 16978.216
[43] 17174.896 17371.576 17568.256 17764.935 17961.615 18158.295 18354.975
[50] 18551.655

$zden
               [,1]          [,2]         [,3]         [,4]         [,5]
 [1,]  1.600842e-04  1.585796e-04 2.001176e-04 1.911517e-04 1.818781e-04
 [2,]  2.922424e-04  2.793597e-04 3.081976e-04 3.648377e-04 2.960282e-04
 [3,]  4.605648e-04  5.033841e-04 4.746448e-04 5.687739e-04 5.779982e-04
 [4,]  6.540647e-04  8.191841e-04 7.959868e-04 7.997197e-04 9.494725e-04
 [5,]  8.722300e-04  1.187377e-03 1.306330e-03 1.198179e-03 1.304989e-03
 [6,]  1.064020e-03  1.584804e-03 1.940227e-03 1.901788e-03 1.762338e-03
 [7,]  1.112865e-03  1.939781e-03 2.615726e-03 2.866129e-03 2.593648e-03
 [8,]  9.419413e-04  2.084610e-03 3.211692e-03 3.925460e-03 3.868754e-03
 [9,]  6.263025e-04  1.872918e-03 3.508325e-03 4.854958e-03 5.367921e-03
[10,]  3.314098e-04  1.363483e-03 3.299178e-03 5.360292e-03 6.715223e-03
[11,]  1.539369e-04  8.070321e-04 2.602111e-03 5.207770e-03 7.487763e-03
[12,]  8.050348e-05  4.171672e-04 1.713367e-03 4.394014e-03 7.441659e-03
[13,]  5.548995e-05  2.308318e-04 9.843401e-04 3.192910e-03 6.625679e-03
[14,]  3.942093e-05  1.645495e-04 5.761329e-04 2.032751e-03 5.257209e-03
[15,]  2.245241e-05  1.260818e-04 4.194815e-04 1.259415e-03 3.691546e-03
[16,]  9.323360e-06  7.974853e-05 3.423258e-04 9.256628e-04 2.425646e-03
[17,]  2.738524e-06  3.713373e-05 2.393596e-04 7.914894e-04 1.783768e-03
[18,]  5.619502e-07  1.226615e-05 1.248320e-04 6.076487e-04 1.566005e-03
[19,]  7.999200e-08  2.833640e-06 4.636086e-05 3.542929e-04 1.306860e-03
[20,]  7.861557e-09  4.543388e-07 1.205667e-05 1.478721e-04 8.493790e-04
[21,]  5.316837e-10  5.031200e-08 2.177473e-06 4.328744e-05 3.981017e-04
[22,]  2.468833e-11  3.834809e-09 2.716953e-07 8.805894e-06 1.311544e-04
[23,]  7.858674e-13  2.007139e-10 2.333939e-08 1.238070e-06 3.005095e-05
[24,]  1.713056e-14  7.202403e-12 1.376973e-09 1.198655e-07 4.760672e-06
[25,]  2.555381e-16  1.770010e-13 5.570247e-11 7.971484e-09 5.194717e-07
[26,]  2.607357e-18  2.976866e-15 1.543314e-12 3.635328e-10 3.894223e-08
[27,]  1.819168e-20  3.424687e-17 2.926463e-14 1.135563e-11 2.002102e-09
[28,]  8.677306e-23  2.694161e-19 3.796007e-16 2.427788e-13 7.050948e-11
[29,]  2.829295e-25  1.449025e-21 3.367166e-18 3.550768e-15 1.699667e-12
[30,]  6.305403e-28  5.327420e-24 2.042025e-20 3.551398e-17 2.802901e-14
[31,]  9.604259e-31  1.338775e-26 8.465557e-23 2.428545e-19 3.161044e-16
[32,]  9.998001e-34  2.299431e-29 2.398868e-25 1.135269e-21 2.437434e-18
[33,]  7.112917e-37  2.699210e-32 4.646064e-28 3.627557e-24 1.284838e-20
[34,]  3.458262e-40  2.165423e-35 6.149960e-31 7.922514e-27 4.629484e-23
[35,]  1.149053e-43  1.187223e-38 5.563613e-34 1.182573e-29 1.140140e-25
[36,]  2.609061e-47  4.448295e-42 3.439736e-37 1.206399e-32 1.919117e-28
[37,]  4.048456e-51  1.139002e-45 1.453359e-40 8.410956e-36 2.207753e-31
[38,]  4.292935e-55  1.993070e-49 4.196587e-44 4.007608e-39 1.735789e-34
[39,]  3.110789e-59  2.383304e-53 8.281068e-48 1.304971e-42 9.326720e-38
[40,]  1.540414e-63  1.947573e-57 1.116712e-51 2.903947e-46 3.424856e-41
[41,]  5.212637e-68  1.087596e-61 1.029110e-55 4.416210e-50 8.594811e-45
[42,]  1.205372e-72  4.150411e-66 6.480960e-60 4.589595e-54 1.474014e-48
[43,]  1.904703e-77  1.082339e-70 2.789149e-64 3.259571e-58 1.727567e-52
[44,]  2.056721e-82  1.928783e-75 8.202714e-69 1.582000e-62 1.383677e-56
[45,]  1.517639e-87  2.348840e-80 1.648539e-73 5.247031e-67 7.573584e-61
[46,]  7.652357e-93  1.954623e-85 2.264051e-78 1.189248e-71 2.832869e-65
[47,]  2.636697e-98  1.111518e-90 2.124822e-83 1.841986e-76 7.241223e-70
[48,] 6.208052e-104  4.319215e-96 1.362697e-88 1.949602e-81 1.264879e-74
[49,] 9.988083e-110 1.146912e-101 5.971975e-94 1.410110e-86 1.509868e-79
[50,] 1.098107e-115 2.081113e-107 1.788470e-99 6.969628e-92 1.231639e-84
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.354670e-04 4.434837e-04 2.767297e-04 7.838505e-05 1.005119e-05
 [2,] 3.269208e-04 5.718885e-04 5.786980e-04 2.702099e-04 5.718091e-05
 [3,] 4.228227e-04 5.566486e-04 8.328663e-04 6.367035e-04 2.222534e-04
 [4,] 7.934771e-04 5.812180e-04 8.587154e-04 1.028414e-03 5.903283e-04
 [5,] 1.387879e-03 9.562375e-04 7.854605e-04 1.160104e-03 1.072863e-03
 [6,] 1.970265e-03 1.749318e-03 1.042545e-03 1.023471e-03 1.345596e-03
 [7,] 2.520033e-03 2.645121e-03 1.896623e-03 1.073853e-03 1.230918e-03
 [8,] 3.389351e-03 3.388639e-03 3.082092e-03 1.785475e-03 1.082672e-03
 [9,] 4.848399e-03 4.260692e-03 4.121328e-03 3.081521e-03 1.494412e-03
[10,] 6.724284e-03 5.726138e-03 5.053790e-03 4.403472e-03 2.637563e-03
[11,] 8.505948e-03 7.780414e-03 6.402860e-03 5.484995e-03 4.062596e-03
[12,] 9.592207e-03 9.881416e-03 8.381705e-03 6.708068e-03 5.295926e-03
[13,] 9.695111e-03 1.127098e-02 1.055872e-02 8.427879e-03 6.448010e-03
[14,] 8.990611e-03 1.155519e-02 1.213820e-02 1.040933e-02 7.860018e-03
[15,] 7.691649e-03 1.103856e-02 1.260541e-02 1.197720e-02 9.472833e-03
[16,] 5.918797e-03 1.004355e-02 1.230381e-02 1.257581e-02 1.082853e-02
[17,] 4.137039e-03 8.402692e-03 1.174483e-02 1.247627e-02 1.146266e-02
[18,] 3.033087e-03 6.270172e-03 1.058546e-02 1.234285e-02 1.153070e-02
[19,] 2.671663e-03 4.600630e-03 8.460947e-03 1.186283e-02 1.171376e-02
[20,] 2.387916e-03 3.975250e-03 6.284391e-03 1.017545e-02 1.187875e-02
[21,] 1.721757e-03 3.725960e-03 5.241853e-03 7.779712e-03 1.092615e-02
[22,] 9.049908e-04 2.956756e-03 5.009807e-03 6.247757e-03 8.751736e-03
[23,] 3.354022e-04 1.738563e-03 4.318111e-03 5.895157e-03 6.865472e-03
[24,] 8.654502e-05 7.242298e-04 2.827290e-03 5.403287e-03 6.219687e-03
[25,] 1.544784e-05 2.103811e-04 1.321511e-03 3.905798e-03 5.875605e-03
[26,] 1.899760e-06 4.230422e-05 4.318490e-04 2.041296e-03 4.616479e-03
[27,] 1.605356e-07 5.863044e-06 9.779272e-05 7.492146e-04 2.678975e-03
[28,] 9.304670e-09 5.584682e-07 1.527144e-05 1.909140e-04 1.100675e-03
[29,] 3.694541e-10 3.649131e-08 1.639539e-06 3.357924e-05 3.150743e-04
[30,] 1.004148e-11 1.633609e-09 1.207697e-07 4.062469e-06 6.236245e-05
[31,] 1.867155e-13 5.006229e-11 6.095519e-09 3.373087e-07 8.498059e-06
[32,] 2.374401e-15 1.049630e-12 2.106194e-10 1.919349e-08 7.951603e-07
[33,] 2.064507e-17 1.505099e-14 4.979309e-12 7.477531e-10 5.100369e-08
[34,] 1.227154e-19 1.475680e-16 8.051133e-14 1.993297e-11 2.240251e-09
[35,] 4.986079e-22 9.891199e-19 8.901320e-16 3.634307e-13 6.733543e-11
[36,] 1.384723e-24 4.531962e-21 6.728015e-18 4.530959e-15 1.384361e-12
[37,] 2.628401e-27 1.419303e-23 3.476229e-20 3.861929e-17 1.946217e-14
[38,] 3.409826e-30 3.038050e-26 1.227687e-22 2.250167e-19 1.870639e-16
[39,] 3.023228e-33 4.444551e-29 2.963466e-25 8.961610e-22 1.229109e-18
[40,] 1.831896e-36 4.443900e-32 4.889122e-28 2.439473e-24 5.520244e-21
[41,] 7.586123e-40 3.036685e-35 5.512804e-31 4.538703e-27 1.694621e-23
[42,] 2.146931e-43 1.418153e-38 4.248275e-34 5.771362e-30 3.555602e-26
[43,] 4.152331e-47 4.526163e-42 2.237407e-37 5.015650e-33 5.098806e-29
[44,] 5.488314e-51 9.872282e-46 8.053144e-41 2.979017e-36 4.997248e-32
[45,] 4.957459e-55 1.471582e-49 1.980945e-44 1.209241e-39 3.347309e-35
[46,] 3.060159e-59 1.499074e-53 3.330106e-48 3.354583e-43 1.532338e-38
[47,] 1.290908e-63 1.043600e-57 3.825800e-52 6.359890e-47 4.794082e-42
[48,] 3.721381e-68 4.964876e-62 3.003698e-56 8.240181e-51 1.025036e-45
[49,] 7.331137e-73 1.614161e-66 1.611611e-60 7.296253e-55 1.497805e-49
[50,] 9.869568e-78 3.586331e-71 5.909277e-65 4.415081e-59 1.495728e-53
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.833457e-07 1.532460e-08 1.908197e-10 2.703921e-11 3.557279e-11
 [2,] 5.477205e-06 2.374595e-07 4.671829e-09 1.029979e-10 1.389726e-10
 [3,] 3.513515e-05 2.514037e-06 8.143014e-08 1.292963e-09 3.779975e-10
 [4,] 1.539855e-04 1.818462e-05 9.719832e-07 2.362393e-08 9.316829e-10
 [5,] 4.611176e-04 8.986459e-05 7.927541e-06 3.166104e-07 6.559970e-09
 [6,] 9.440395e-04 3.034184e-04 4.417450e-05 2.911068e-06 8.754313e-08
 [7,] 1.326498e-03 7.001309e-04 1.681756e-04 1.829074e-05 9.008396e-07
 [8,] 1.312891e-03 1.106033e-03 4.374863e-04 7.851817e-05 6.379740e-06
 [9,] 1.067364e-03 1.210570e-03 7.782601e-04 2.302970e-04 3.088162e-05
[10,] 1.156814e-03 9.916406e-04 9.519312e-04 4.616840e-04 1.021376e-04
[11,] 1.944515e-03 8.652263e-04 8.304785e-04 6.341845e-04 2.308509e-04
[12,] 3.208914e-03 1.256319e-03 6.373257e-04 6.071290e-04 3.569806e-04
[13,] 4.460009e-03 2.165082e-03 7.350793e-04 4.520320e-04 3.806800e-04
[14,] 5.559505e-03 3.237554e-03 1.253103e-03 4.080797e-04 2.955161e-04
[15,] 6.706684e-03 4.222033e-03 2.014935e-03 6.318973e-04 2.239723e-04
[16,] 7.925159e-03 5.152026e-03 2.791949e-03 1.078757e-03 2.893739e-04
[17,] 8.963305e-03 6.045957e-03 3.516827e-03 1.605656e-03 5.111525e-04
[18,] 9.536590e-03 6.778539e-03 4.171025e-03 2.126015e-03 8.249601e-04
[19,] 9.730501e-03 7.235807e-03 4.678102e-03 2.602083e-03 1.167731e-03
[20,] 1.010788e-02 7.507712e-03 5.015144e-03 2.971896e-03 1.510326e-03
[21,] 1.071463e-02 7.995076e-03 5.306985e-03 3.220735e-03 1.809834e-03
[22,] 1.052710e-02 8.817203e-03 5.841694e-03 3.474426e-03 2.020581e-03
[23,] 8.955745e-03 9.198157e-03 6.726162e-03 3.977230e-03 2.205182e-03
[24,] 7.052754e-03 8.363686e-03 7.418020e-03 4.829800e-03 2.582290e-03
[25,] 6.072638e-03 6.804820e-03 7.198075e-03 5.643160e-03 3.306711e-03
[26,] 5.690686e-03 5.653174e-03 6.160994e-03 5.812515e-03 4.121748e-03
[27,] 4.733915e-03 5.089690e-03 5.090060e-03 5.244752e-03 4.498248e-03
[28,] 3.009530e-03 4.317487e-03 4.368559e-03 4.412418e-03 4.241869e-03
[29,] 1.374743e-03 2.936295e-03 3.634981e-03 3.673298e-03 3.645548e-03
[30,] 4.405112e-04 1.471661e-03 2.552696e-03 2.939703e-03 3.003425e-03
[31,] 9.793269e-05 5.240722e-04 1.371396e-03 2.052791e-03 2.329712e-03
[32,] 1.501644e-05 1.303530e-04 5.352725e-04 1.142641e-03 1.585942e-03
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[14,] 3.800027e-09 1.114416e-09 1.533281e-10 9.574951e-12 2.706844e-13
[15,] 2.076227e-08 8.971630e-09 2.017838e-09 2.078170e-10 9.695837e-12
[16,] 1.021919e-07 5.094222e-08 1.818864e-08 3.082185e-09 2.372806e-10
[17,] 5.572444e-07 2.223396e-07 1.131885e-07 3.125619e-08 3.967459e-09
[18,] 3.100735e-06 9.195555e-07 5.018242e-07 2.172846e-07 4.533435e-08
[19,] 1.446126e-05 4.265738e-06 1.765382e-06 1.046389e-06 3.542898e-07
[20,] 5.284245e-05 1.936759e-05 6.190741e-06 3.637083e-06 1.900145e-06
[21,] 1.537347e-04 7.209327e-05 2.429655e-05 1.041959e-05 7.091632e-06
[22,] 3.667660e-04 2.104445e-04 8.957005e-05 3.119699e-05 1.942521e-05
[23,] 7.270928e-04 4.903568e-04 2.669160e-04 1.029289e-04 4.583610e-05
[24,] 1.196860e-03 9.285026e-04 6.269426e-04 3.075386e-04 1.177082e-04
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[30,] 6.321828e-03 5.225668e-03 3.806573e-03 3.098859e-03 3.440395e-03
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[35,] 1.467500e-03 4.321944e-03 8.122705e-03 1.000674e-02 1.006548e-02
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[50,] 4.905170e-10 3.011431e-10 3.638887e-10 3.655996e-10 3.119922e-10
             [,36]        [,37]        [,38]        [,39]        [,40]
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              [,46]         [,47]         [,48]         [,49]         [,50]
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[38,]  5.762008e-04  1.989314e-04  3.135694e-05  2.239308e-06  7.238721e-08
[39,]  5.830243e-04  3.137093e-04  8.106458e-05  9.547135e-06  5.093114e-07
[40,]  5.510413e-04  3.536752e-04  1.439496e-04  2.782619e-05  2.448416e-06
[41,]  8.202896e-04  3.557078e-04  1.813134e-04  5.565627e-05  8.045679e-06
[42,]  1.601975e-03  5.401782e-04  1.959264e-04  7.846024e-05  1.812975e-05
[43,]  2.592350e-03  1.131712e-03  3.048039e-04  9.174731e-05  2.864304e-05
[44,]  3.074790e-03  2.008707e-03  6.849027e-04  1.466754e-04  3.645759e-05
[45,]  2.650578e-03  2.598498e-03  1.341996e-03  3.525972e-04  6.007985e-05
[46,]  1.686863e-03  2.407458e-03  1.916408e-03  7.649371e-04  1.539010e-04
[47,]  8.242377e-04  1.607784e-03  1.944308e-03  1.214077e-03  3.699604e-04
[48,]  3.388889e-04  7.878764e-04  1.403184e-03  1.363554e-03  6.550056e-04
[49,]  1.356862e-04  2.963621e-04  7.258572e-04  1.081530e-03  8.193131e-04
[50,]  5.664895e-05  9.543772e-05  2.741099e-04  6.076438e-04  7.209788e-04

> 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  
   -59782.8        726.8  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/11vyv1226425235.ps tmp/11vyv1226425235.png")
> system("convert tmp/2goj21226425235.ps tmp/2goj21226425235.png")
> system("convert tmp/3eddj1226425235.ps tmp/3eddj1226425235.png")
> system("convert tmp/45i1i1226425235.ps tmp/45i1i1226425235.png")
> system("convert tmp/5jf801226425235.ps tmp/5jf801226425235.png")
> system("convert tmp/6fbg21226425235.ps tmp/6fbg21226425235.png")
> system("convert tmp/717q11226425235.ps tmp/717q11226425235.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.205   2.305   4.490