R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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.

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

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

> z <- c(97,105.4,102.7,98.1,104.5,87.4,89.9,109.8,111.7,98.6,96.9,95.1,97,112.7,102.9,97.4,111.4,87.4,96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,99.8,116.8,115.7,99.4,94.3,91,93.2,103.1,94.1,91.8,102.7,82.6,89.1)
> y <- c(272.433,268.361,268.586,264.768,269.974,304.744,309.365,308.347,298.427,289.231,291.975,294.912,293.488,290.555,284.736,281.818,287.854,316.263,325.412,326.011,328.282,317.480,317.539,313.737,312.276,309.391,302.950,300.316,304.035,333.476,337.698,335.932,323.931,313.927,314.485,313.218,309.664,302.963,298.989,298.423,301.631,329.765,335.083,327.616,309.119,295.916,291.413,291.542,284.678,276.475,272.566,264.981,263.290,296.806,303.598,286.994,276.427,266.424,267.153,268.381,262.522,255.542,253.158,243.803,250.741,280.445,285.257,270.976,261.076,255.603,260.376,263.903,264.291,263.276,262.572,256.167,264.221,293.860,300.713)
> x <- c(244.576,241.572,240.541,236.089,236.997,264.579,270.349,269.645,267.037,258.113,262.813,267.413,267.366,264.777,258.863,254.844,254.868,277.267,285.351,286.602,283.042,276.687,277.915,277.128,277.103,275.037,270.150,267.140,264.993,287.259,291.186,292.300,288.186,281.477,282.656,280.190,280.408,276.836,275.216,274.352,271.311,289.802,290.726,292.300,278.506,269.826,265.861,269.034,264.176,255.198,253.353,246.057,235.372,258.556,260.993,254.663,250.643,243.422,247.105,248.541,245.039,237.080,237.085,225.554,226.839,247.934,248.333,246.969,245.098,246.263,255.765,264.319,268.347,273.046,273.963,267.430,271.993,292.710,295.881)
> par7 = 'Industriele productie'
> par6 = 'Werkloosheid vrouwen'
> par5 = 'Werkloosheid mannen'
> 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 2.23 loaded
Copyright M. P. Wand 1997-2009

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/1l5c21258903665.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/2308f1258903665.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/3wvoe1258903665.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/4ffvp1258903665.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/5esan1258903665.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  
    -19.214        1.173  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/67q351258903665.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] 230.8146 233.2609 235.7073 238.1537 240.6000 243.0464 245.4928 247.9391
 [9] 250.3855 252.8319 255.2782 257.7246 260.1709 262.6173 265.0637 267.5100
[17] 269.9564 272.4028 274.8491 277.2955 279.7419 282.1882 284.6346 287.0810
[25] 289.5273 291.9737 294.4200 296.8664 299.3128 301.7591 304.2055 306.6519
[33] 309.0982 311.5446 313.9910 316.4373 318.8837 321.3301 323.7764 326.2228
[41] 328.6691 331.1155 333.5619 336.0082 338.4546 340.9010 343.3473 345.7937
[49] 348.2401 350.6864

$yords
 [1]  75.48092  76.54904  77.61717  78.68530  79.75342  80.82155  81.88967
 [8]  82.95780  84.02592  85.09405  86.16218  87.23030  88.29843  89.36655
[15]  90.43468  91.50281  92.57093  93.63906  94.70718  95.77531  96.84343
[22]  97.91156  98.97969 100.04781 101.11594 102.18406 103.25219 104.32031
[29] 105.38844 106.45657 107.52469 108.59282 109.66094 110.72907 111.79719
[36] 112.86532 113.93345 115.00157 116.06970 117.13782 118.20595 119.27408
[43] 120.34220 121.41033 122.47845 123.54658 124.61470 125.68283 126.75096
[50] 127.81908

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.921190e-10 1.327602e-09 5.511895e-09 2.090696e-08 7.245705e-08
 [2,] 8.685900e-10 3.882534e-09 1.585520e-08 5.915942e-08 2.017083e-07
 [3,] 2.388356e-09 1.050013e-08 4.217783e-08 1.548162e-07 5.193427e-07
 [4,] 6.079554e-09 2.628846e-08 1.038721e-07 3.750866e-07 1.238051e-06
 [5,] 1.434381e-08 6.100392e-08 2.371086e-07 8.423703e-07 2.735994e-06
 [6,] 3.141087e-08 1.313927e-07 5.023737e-07 1.756020e-06 5.612867e-06
 [7,] 6.394249e-08 2.630653e-07 9.894387e-07 3.402975e-06 1.070521e-05
 [8,] 1.212121e-07 4.903975e-07 1.814363e-06 6.140006e-06 1.901149e-05
 [9,] 2.144165e-07 8.527508e-07 3.102862e-06 1.033116e-05 3.148566e-05
[10,] 3.550170e-07 1.386429e-06 4.958278e-06 1.623735e-05 4.870018e-05
[11,] 5.533518e-07 2.115586e-06 7.423114e-06 2.388486e-05 7.046001e-05
[12,] 8.223131e-07 3.054018e-06 1.046395e-05 3.298809e-05 9.555665e-05
[13,] 1.199030e-06 4.247536e-06 1.404560e-05 4.306977e-05 1.219690e-04
[14,] 1.814045e-06 5.919370e-06 1.841842e-05 5.401069e-05 1.479231e-04
[15,] 3.065773e-06 8.832326e-06 2.482274e-05 6.735955e-05 1.742828e-04
[16,] 5.993526e-06 1.503777e-05 3.688524e-05 8.878269e-05 2.086711e-04
[17,] 1.295788e-05 2.918573e-05 6.293896e-05 1.318702e-04 2.713169e-04
[18,] 2.866858e-05 6.040248e-05 1.191447e-04 2.228611e-04 4.015642e-04
[19,] 6.135955e-05 1.242580e-04 2.324221e-04 4.044682e-04 6.620718e-04
[20,] 1.234655e-04 2.435363e-04 4.408917e-04 7.351313e-04 1.135496e-03
[21,] 2.306675e-04 4.457598e-04 7.885150e-04 1.278944e-03 1.907705e-03
[22,] 3.980996e-04 7.555603e-04 1.311330e-03 2.083314e-03 3.035083e-03
[23,] 6.334140e-04 1.181950e-03 2.016398e-03 3.147610e-03 4.502557e-03
[24,] 9.284344e-04 1.704290e-03 2.860721e-03 4.395003e-03 6.190489e-03
[25,] 1.253421e-03 2.264413e-03 3.742449e-03 5.665646e-03 7.874088e-03
[26,] 1.558694e-03 2.772632e-03 4.515505e-03 6.745075e-03 9.269986e-03
[27,] 1.785955e-03 3.130129e-03 5.028830e-03 7.425380e-03 1.012096e-02
[28,] 1.886540e-03 3.261033e-03 5.176872e-03 7.576159e-03 1.028450e-02
[29,] 1.838960e-03 3.140136e-03 4.938342e-03 7.191946e-03 9.782578e-03
[30,] 1.657220e-03 2.802575e-03 4.383940e-03 6.392492e-03 8.788333e-03
[31,] 1.385839e-03 2.330941e-03 3.649980e-03 5.377555e-03 7.559814e-03
[32,] 1.084730e-03 1.827527e-03 2.893302e-03 4.362145e-03 6.358392e-03
[33,] 8.123171e-04 1.386704e-03 2.251147e-03 3.525259e-03 5.392176e-03
[34,] 6.151022e-04 1.080128e-03 1.823195e-03 2.992047e-03 4.803253e-03
[35,] 5.268863e-04 9.579842e-04 1.677210e-03 2.846401e-03 4.688569e-03
[36,] 5.744055e-04 1.059170e-03 1.865122e-03 3.152990e-03 5.125477e-03
[37,] 7.820640e-04 1.417967e-03 2.430790e-03 3.963698e-03 6.172660e-03
[38,] 1.168782e-03 2.056967e-03 3.396278e-03 5.294042e-03 7.833721e-03
[39,] 1.734702e-03 2.964729e-03 4.727715e-03 7.075672e-03 9.996895e-03
[40,] 2.442818e-03 4.068327e-03 6.298473e-03 9.112268e-03 1.238838e-02
[41,] 3.206937e-03 5.219571e-03 7.877430e-03 1.107583e-02 1.458361e-02
[42,] 3.898202e-03 6.212416e-03 9.164489e-03 1.256770e-02 1.609904e-02
[43,] 4.374949e-03 6.835033e-03 9.872266e-03 1.323449e-02 1.654173e-02
[44,] 4.527316e-03 6.939103e-03 9.823435e-03 1.289192e-02 1.575198e-02
[45,] 4.316931e-03 6.494375e-03 9.017161e-03 1.159533e-02 1.386651e-02
[46,] 3.791540e-03 5.600304e-03 7.629650e-03 9.619096e-03 1.126747e-02
[47,] 3.066692e-03 4.448268e-03 5.948014e-03 7.355152e-03 8.443482e-03
[48,] 2.283933e-03 3.253824e-03 4.271233e-03 5.181853e-03 5.831958e-03
[49,] 1.566105e-03 2.191646e-03 2.824717e-03 3.362866e-03 3.711575e-03
[50,] 9.886918e-04 1.359215e-03 1.720247e-03 2.010015e-03 2.176022e-03
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.294698e-07 6.641935e-07 1.757425e-06 4.251949e-06 9.409815e-06
 [2,] 6.285473e-07 1.790396e-06 4.662984e-06 1.110758e-05 2.421004e-05
 [3,] 1.592490e-06 4.464616e-06 1.144729e-05 2.685310e-05 5.765927e-05
 [4,] 3.736074e-06 1.031052e-05 2.603057e-05 6.014717e-05 1.272678e-04
 [5,] 8.126374e-06 2.207945e-05 5.489918e-05 1.249831e-04 2.606902e-04
 [6,] 1.641066e-05 4.390542e-05 1.075390e-04 2.412825e-04 4.962693e-04
 [7,] 3.081429e-05 8.119339e-05 1.959464e-04 4.334047e-04 8.793280e-04
 [8,] 5.388156e-05 1.398484e-04 3.326109e-04 7.254467e-04 1.452333e-03
 [9,] 8.786942e-05 2.246790e-04 5.267248e-04 1.133092e-03 2.238961e-03
[10,] 1.338274e-04 3.371336e-04 7.791430e-04 1.653414e-03 3.225282e-03
[11,] 1.905991e-04 4.729971e-04 1.077611e-03 2.255963e-03 4.344713e-03
[12,] 2.542070e-04 6.211180e-04 1.394576e-03 2.879756e-03 5.475194e-03
[13,] 3.182625e-04 7.644500e-04 1.690003e-03 3.440433e-03 6.455560e-03
[14,] 3.760898e-04 8.844827e-04 1.920702e-03 3.849313e-03 7.122307e-03
[15,] 4.251152e-04 9.694274e-04 2.055660e-03 4.041577e-03 7.359233e-03
[16,] 4.736631e-04 1.025386e-03 2.094400e-03 4.006085e-03 7.144278e-03
[17,] 5.494807e-04 1.088310e-03 2.083226e-03 3.806565e-03 6.575393e-03
[18,] 7.078488e-04 1.232921e-03 2.123154e-03 3.585032e-03 5.863105e-03
[19,] 1.034952e-03 1.573054e-03 2.363516e-03 3.542665e-03 5.289514e-03
[20,] 1.640072e-03 2.246844e-03 2.976751e-03 3.899314e-03 5.145508e-03
[21,] 2.630384e-03 3.382048e-03 4.113784e-03 4.838525e-03 5.664422e-03
[22,] 4.067687e-03 5.044123e-03 5.847310e-03 6.450874e-03 6.970142e-03
[23,] 5.918069e-03 7.182475e-03 8.121375e-03 8.693885e-03 9.053191e-03
[24,] 8.018219e-03 9.601913e-03 1.073332e-02 1.138780e-02 1.178102e-02
[25,] 1.008544e-02 1.198570e-02 1.336860e-02 1.425683e-02 1.493787e-02
[26,] 1.178350e-02 1.397623e-02 1.568597e-02 1.700474e-02 1.827729e-02
[27,] 1.282649e-02 1.528668e-02 1.742047e-02 1.939271e-02 2.156429e-02
[28,] 1.307600e-02 1.579316e-02 1.845640e-02 2.128405e-02 2.459247e-02
[29,] 1.258427e-02 1.556268e-02 1.883685e-02 2.264037e-02 2.718083e-02
[30,] 1.156350e-02 1.480751e-02 1.871361e-02 2.348509e-02 2.917137e-02
[31,] 1.030268e-02 1.379765e-02 1.827474e-02 2.386733e-02 3.044520e-02
[32,] 9.079132e-03 1.278144e-02 1.769251e-02 2.385109e-02 3.095585e-02
[33,] 8.106452e-03 1.194953e-02 1.711184e-02 2.352914e-02 3.075975e-02
[34,] 7.531745e-03 1.144424e-02 1.666884e-02 2.304192e-02 3.002258e-02
[35,] 7.463199e-03 1.138815e-02 1.651096e-02 2.257852e-02 2.899261e-02
[36,] 7.993536e-03 1.189722e-02 1.679114e-02 2.234581e-02 2.794453e-02
[37,] 9.190009e-03 1.305467e-02 1.762239e-02 2.250451e-02 2.710264e-02
[38,] 1.104342e-02 1.484577e-02 1.900135e-02 2.308650e-02 2.655809e-02
[39,] 1.339816e-02 1.708339e-02 2.073501e-02 2.392736e-02 2.620961e-02
[40,] 1.590939e-02 1.937522e-02 2.242178e-02 2.466107e-02 2.576732e-02
[41,] 1.807518e-02 2.117916e-02 2.352751e-02 2.480924e-02 2.484464e-02
[42,] 1.935973e-02 2.195287e-02 2.355111e-02 2.394944e-02 2.311617e-02
[43,] 1.936962e-02 2.134440e-02 2.221460e-02 2.189126e-02 2.047043e-02
[44,] 1.800270e-02 1.933266e-02 1.958313e-02 1.876914e-02 1.707603e-02
[45,] 1.549159e-02 1.624251e-02 1.604891e-02 1.500037e-02 1.332458e-02
[46,] 1.231740e-02 1.262477e-02 1.218691e-02 1.113097e-02 9.683794e-03
[47,] 9.038040e-03 9.063664e-03 8.557602e-03 7.651157e-03 6.539911e-03
[48,] 6.115579e-03 6.004445e-03 5.550261e-03 4.865927e-03 4.101439e-03
[49,] 3.814282e-03 3.668474e-03 3.322894e-03 2.862180e-03 2.390185e-03
[50,] 2.192220e-03 2.066395e-03 1.836037e-03 1.557683e-03 1.296881e-03
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.905734e-05 3.534410e-05 6.008326e-05 9.375076e-05 0.0001345552
 [2,] 4.830932e-05 8.831870e-05 1.480880e-04 2.280863e-04 0.0003234364
 [3,] 1.133974e-04 2.044407e-04 3.382795e-04 5.145882e-04 0.0007214288
 [4,] 2.467803e-04 4.389449e-04 7.171108e-04 1.078040e-03 0.0014952029
 [5,] 4.985929e-04 8.753549e-04 1.412744e-03 2.100101e-03 0.0028834929
 [6,] 9.365810e-04 1.623783e-03 2.590258e-03 3.809785e-03 0.0051814839
 [7,] 1.638169e-03 2.805969e-03 4.426392e-03 6.444882e-03 0.0086869683
 [8,] 2.671849e-03 4.523270e-03 7.059218e-03 1.017924e-02 0.0136032778
 [9,] 4.068747e-03 6.810157e-03 1.051815e-02 1.502542e-02 0.0199136317
[10,] 5.790856e-03 9.584936e-03 1.465345e-02 2.074136e-02 0.0272665224
[11,] 7.707999e-03 1.261777e-02 1.909601e-02 2.678488e-02 0.0349301331
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[15,] 0.082253317 0.081194465 0.081021936 0.081250254 0.081158117 0.079953431
[16,] 0.082853748 0.080620298 0.079333174 0.078583633 0.077726822 0.076058560
[17,] 0.079904274 0.076701100 0.074541543 0.073106538 0.071831280 0.070087149
[18,] 0.074516734 0.070719932 0.068101618 0.066395179 0.065074013 0.063546469
[19,] 0.068411482 0.064504011 0.061918677 0.060358821 0.059261797 0.058026448
[20,] 0.063366564 0.059856694 0.057771804 0.056677677 0.055892981 0.054772783
[21,] 0.060668561 0.058014006 0.056794228 0.056333880 0.055767923 0.054399157
[22,] 0.060791752 0.059342819 0.059211314 0.059409125 0.058858803 0.056829848
[23,] 0.063407506 0.063370990 0.064406877 0.065192808 0.064451827 0.061456056
[24,] 0.067662587 0.069082589 0.071239438 0.072508565 0.071459411 0.067401834
[25,] 0.072556406 0.075309476 0.078438645 0.080091787 0.078746260 0.073767172
[26,] 0.077242021 0.081046949 0.084915341 0.086865171 0.085341114 0.079755782
[27,] 0.081156739 0.085599910 0.089899671 0.092044550 0.090493509 0.084679039
[28,] 0.083994250 0.088569859 0.092925435 0.095109340 0.093629685 0.087907147
[29,] 0.085598965 0.089762086 0.093746138 0.095732392 0.094308623 0.088865857
[30,] 0.085869911 0.089100588 0.092272014 0.093756503 0.092255357 0.087135906
[31,] 0.084723939 0.086600509 0.088571806 0.089246282 0.087475999 0.082630404
[32,] 0.082122485 0.082398705 0.082925540 0.082577086 0.080386642 0.075755423
[33,] 0.078135474 0.076807587 0.075875498 0.074484994 0.071858618 0.067443684
[34,] 0.073001134 0.070342032 0.068213868 0.066007790 0.063108974 0.058998329
[35,] 0.067137633 0.063674169 0.060867110 0.058291002 0.055431987 0.051767803
[36,] 0.061076152 0.057498958 0.054683511 0.052297444 0.049844734 0.046754192
[37,] 0.055321243 0.052341532 0.050187169 0.048517907 0.046773836 0.044300375
[38,] 0.050191556 0.048384295 0.047400957 0.046804675 0.045914488 0.043985097
[39,] 0.045720456 0.045403525 0.045831767 0.046415519 0.046335029 0.044779048
[40,] 0.041675248 0.042862411 0.044645265 0.046268845 0.046798373 0.045406612
[41,] 0.037691436 0.040128330 0.042965134 0.045311698 0.046173671 0.044768218
[42,] 0.033454280 0.036715737 0.040168769 0.042849123 0.043773199 0.042257179
[43,] 0.028837547 0.032446603 0.036058547 0.038709666 0.039494701 0.037865555
[44,] 0.023941359 0.027471741 0.030858719 0.033209753 0.033749269 0.032078372
[45,] 0.019031223 0.022171054 0.025074049 0.026972142 0.027247366 0.025641608
[46,] 0.014426949 0.017000345 0.019295802 0.020698718 0.020752508 0.019315446
[47,] 0.010399249 0.012355108 0.014035796 0.014984426 0.014889776 0.013694188
[48,] 0.007109463 0.008490847 0.009630638 0.010214012 0.010046715 0.009122746
[49,] 0.004597540 0.005503869 0.006218492 0.006540950 0.006361394 0.005698777
[50,] 0.002804125 0.003355569 0.003768465 0.003925305 0.003770696 0.003330363
            [,38]       [,39]       [,40]        [,41]        [,42]
 [1,] 0.002800104 0.002373967 0.002043443 0.0017679395 0.0015030062
 [2,] 0.004552308 0.004022039 0.003592924 0.0031882362 0.0027437749
 [3,] 0.007111427 0.006531380 0.006011447 0.0054258726 0.0046955165
 [4,] 0.010699366 0.010153813 0.009547224 0.0086980592 0.0075285214
 [5,] 0.015513382 0.015086910 0.014368802 0.0131274990 0.0113169285
 [6,] 0.021667497 0.021398366 0.020485368 0.0186698816 0.0159806712
 [7,] 0.029131019 0.028964005 0.027694657 0.0250777172 0.0212662886
 [8,] 0.037685239 0.037446162 0.035585496 0.0319237275 0.0267837456
 [9,] 0.046910211 0.046319804 0.043595921 0.0386783008 0.0320890988
[10,] 0.056198281 0.054930298 0.051100474 0.0448087351 0.0367798095
[11,] 0.064788674 0.062561674 0.057495020 0.0498641272 0.0405677862
[12,] 0.071834025 0.068512755 0.062267277 0.0535297881 0.0433136371
[13,] 0.076524808 0.072197696 0.065063013 0.0556570358 0.0450252859
[14,] 0.078279833 0.073277181 0.065754513 0.0562759163 0.0458286818
[15,] 0.076957046 0.071785857 0.064490511 0.0555828491 0.0459124348
[16,] 0.072988295 0.068187494 0.061687574 0.0538882775 0.0454510920
[17,] 0.067346089 0.063302623 0.057940847 0.0515290117 0.0445312487
[18,] 0.061322299 0.058115576 0.053880132 0.0487826419 0.0431230023
[19,] 0.056194656 0.053535307 0.050035462 0.0458329943 0.0411289594
[20,] 0.052913493 0.050208146 0.046771383 0.0428078657 0.0384992451
[21,] 0.051925061 0.048446792 0.044304340 0.0398608927 0.0353522313
[22,] 0.053175407 0.048275707 0.042767585 0.0372367232 0.0320260725
[23,] 0.056254567 0.049538611 0.042265497 0.0352665283 0.0290197008
[24,] 0.060586829 0.051994779 0.042872902 0.0342814982 0.0268413029
[25,] 0.065570186 0.055350833 0.044571430 0.0344772339 0.0258288882
[26,] 0.070615349 0.059221927 0.047154693 0.0357884592 0.0260177245
[27,] 0.075106650 0.063068273 0.050160807 0.0378336482 0.0271060734
[28,] 0.078363965 0.066182114 0.052892142 0.0399669296 0.0285321275
[29,] 0.079689627 0.067784535 0.054551515 0.0414368506 0.0296376477
[30,] 0.078530095 0.067232199 0.054469047 0.0416083586 0.0298662492
[31,] 0.074699883 0.064261916 0.052339719 0.0401716668 0.0289318728
[32,] 0.068556414 0.059159494 0.048369618 0.0372568427 0.0269004055
[33,] 0.061016051 0.052756054 0.043255445 0.0334027555 0.0241549635
[34,] 0.053364027 0.046223675 0.037986928 0.0293833275 0.0212555725
[35,] 0.046901823 0.040728641 0.033535267 0.0259501979 0.0187426968
[36,] 0.042551978 0.037065362 0.030540552 0.0235858769 0.0169564002
[37,] 0.040569332 0.035409664 0.029116391 0.0223601781 0.0159383346
[38,] 0.040475533 0.035288913 0.028846791 0.0219431440 0.0154510945
[39,] 0.041248144 0.035780929 0.028972753 0.0217631941 0.0151001505
[40,] 0.041689881 0.035858278 0.028686549 0.0212380049 0.0145002027
[41,] 0.040827438 0.034735150 0.027409396 0.0199788011 0.0134131084
[42,] 0.038185051 0.032083409 0.024946642 0.0178910079 0.0118062658
[43,] 0.033848093 0.028056641 0.021481861 0.0151511263 0.0098240947
[44,] 0.028333696 0.023152320 0.017446625 0.0120966949 0.0077045224
[45,] 0.022359623 0.018000872 0.013344707 0.0090929058 0.0056870628
[46,] 0.016616796 0.013173652 0.009604415 0.0064296454 0.0039480262
[47,] 0.011615504 0.009064677 0.006497546 0.0042727399 0.0025754082
[48,] 0.007625250 0.005855716 0.004125968 0.0026648966 0.0015766960
[49,] 0.004691751 0.003544534 0.002454725 0.0015572103 0.0009044078
[50,] 0.002699603 0.002006032 0.001365392 0.0008507731 0.0004851028
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 0.0012261306 0.0009425751 6.748901e-04 4.470244e-04 2.728785e-04
 [2,] 0.0022427433 0.0017161398 1.218489e-03 7.987146e-04 4.820049e-04
 [3,] 0.0038290015 0.0029091772 2.045627e-03 1.326200e-03 7.910543e-04
 [4,] 0.0061047971 0.0045973275 3.198798e-03 2.050483e-03 1.208966e-03
 [5,] 0.0091038938 0.0067874080 4.671104e-03 2.960651e-03 1.726115e-03
 [6,] 0.0127328781 0.0093919754 6.392773e-03 4.008139e-03 2.312805e-03
 [7,] 0.0167660208 0.0122333245 8.239383e-03 5.115579e-03 2.926771e-03
 [8,] 0.0208868568 0.0150825516 1.006403e-02 6.200663e-03 3.529435e-03
 [9,] 0.0247642506 0.0177218807 1.174370e-02 7.208006e-03 4.106420e-03
[10,] 0.0281330954 0.0200063081 1.322254e-02 8.137405e-03 4.685005e-03
[11,] 0.0308498536 0.0219015117 1.453525e-02 9.057002e-03 5.340695e-03
[12,] 0.0329082510 0.0234857846 1.580069e-02 1.009295e-02 6.185930e-03
[13,] 0.0344159887 0.0249146141 1.718233e-02 1.139111e-02 7.336296e-03
[14,] 0.0355391080 0.0263526558 1.881840e-02 1.305266e-02 8.855936e-03
[15,] 0.0364222736 0.0278850720 2.073575e-02 1.505818e-02 1.069615e-02
[16,] 0.0371035090 0.0294353151 2.277839e-02 1.721131e-02 1.265553e-02
[17,] 0.0374600921 0.0307322670 2.459439e-02 1.914176e-02 1.439405e-02
[18,] 0.0372283726 0.0313658588 2.571340e-02 2.039151e-02 1.551659e-02
[19,] 0.0361136638 0.0309332458 2.570585e-02 2.056732e-02 1.570458e-02
[20,] 0.0339533862 0.0292219484 2.436189e-02 1.949750e-02 1.484026e-02
[21,] 0.0308527917 0.0263406221 2.180264e-02 1.731566e-02 1.306154e-02
[22,] 0.0272147598 0.0227242757 1.846264e-02 1.442585e-02 1.071770e-02
[23,] 0.0236375723 0.0190040074 1.494797e-02 1.136452e-02 8.247590e-03
[24,] 0.0207235826 0.0158010945 1.183786e-02 8.626385e-03 6.039610e-03
[25,] 0.0188832245 0.0135373580 9.518136e-03 6.530736e-03 4.333797e-03
[26,] 0.0182126927 0.0123340788 8.106323e-03 5.172553e-03 3.195000e-03
[27,] 0.0184829898 0.0120216524 7.476364e-03 4.455626e-03 2.547932e-03
[28,] 0.0192316151 0.0122355632 7.349986e-03 4.172754e-03 2.242299e-03
[29,] 0.0199166850 0.0125515866 7.408251e-03 4.092499e-03 2.116192e-03
[30,] 0.0200813831 0.0126139588 7.386068e-03 4.025174e-03 2.039493e-03
[31,] 0.0194799358 0.0122233283 7.129649e-03 3.857810e-03 1.933451e-03
[32,] 0.0181303935 0.0113672913 6.611589e-03 3.559560e-03 1.770806e-03
[33,] 0.0162815815 0.0101919773 5.908066e-03 3.164343e-03 1.563178e-03
[34,] 0.0143080131 0.0089283277 5.149909e-03 2.739833e-03 1.342210e-03
[35,] 0.0125704759 0.0077996298 4.464946e-03 2.353488e-03 1.140558e-03
[36,] 0.0112927573 0.0069430893 3.931292e-03 2.046423e-03 9.781139e-04
[37,] 0.0104994043 0.0063730099 3.557015e-03 1.822891e-03 8.568879e-04
[38,] 0.0100347717 0.0059960481 3.290700e-03 1.656758e-03 7.645590e-04
[39,] 0.0096488776 0.0056665489 3.054133e-03 1.509214e-03 6.832810e-04
[40,] 0.0091074836 0.0052534416 2.779635e-03 1.347906e-03 5.986792e-04
[41,] 0.0082774397 0.0046885865 2.435119e-03 1.158804e-03 5.049882e-04
[42,] 0.0071565493 0.0039799297 2.028824e-03 9.473998e-04 4.050806e-04
[43,] 0.0058477927 0.0031922161 1.596860e-03 7.316081e-04 3.068702e-04
[44,] 0.0045022480 0.0024117955 1.183600e-03 5.318921e-04 2.188021e-04
[45,] 0.0032616582 0.0017141299 8.250473e-04 3.635637e-04 1.466327e-04
[46,] 0.0022218025 0.0011452848 5.405353e-04 2.335110e-04 9.231464e-05
[47,] 0.0014219859 0.0007188818 3.326537e-04 1.408639e-04 5.457710e-05
[48,] 0.0008541154 0.0004234818 1.921304e-04 7.974921e-05 3.028139e-05
[49,] 0.0004807198 0.0002337848 1.040061e-04 4.232193e-05 1.575082e-05
[50,] 0.0002530438 0.0001207299 5.267865e-05 2.101929e-05 7.669090e-06
             [,48]        [,49]        [,50]
 [1,] 1.531986e-04 7.901309e-05 3.741342e-05
 [2,] 2.673853e-04 1.362332e-04 6.372107e-05
 [3,] 4.336275e-04 2.183074e-04 1.009097e-04
 [4,] 6.550647e-04 3.260571e-04 1.490849e-04
 [5,] 9.251614e-04 4.558355e-04 2.065706e-04
 [6,] 1.228044e-03 6.003860e-04 2.707084e-04
 [7,] 1.544009e-03 7.525033e-04 3.401098e-04
 [8,] 1.859879e-03 9.112679e-04 4.182404e-04
 [9,] 2.181523e-03 1.089378e-03 5.175429e-04
[10,] 2.544146e-03 1.318925e-03 6.624958e-04
[11,] 3.014960e-03 1.651953e-03 8.891645e-04
[12,] 3.682673e-03 2.151620e-03 1.238408e-03
[13,] 4.629856e-03 2.871196e-03 1.741083e-03
[14,] 5.890108e-03 3.823016e-03 2.397359e-03
[15,] 7.402559e-03 4.947725e-03 3.157877e-03
[16,] 8.987006e-03 6.101190e-03 3.918523e-03
[17,] 1.036376e-02 7.075119e-03 4.538310e-03
[18,] 1.122592e-02 7.653653e-03 4.879530e-03
[19,] 1.134279e-02 7.687184e-03 4.855666e-03
[20,] 1.064888e-02 7.149971e-03 4.464755e-03
[21,] 9.273987e-03 6.152243e-03 3.791043e-03
[22,] 7.497637e-03 4.900094e-03 2.973929e-03
[23,] 5.651130e-03 3.623672e-03 2.160046e-03
[24,] 4.014547e-03 2.507986e-03 1.460989e-03
[25,] 2.751603e-03 1.653935e-03 9.325997e-04
[26,] 1.898862e-03 1.077136e-03 5.781465e-04
[27,] 1.397561e-03 7.334398e-04 3.665868e-04
[28,] 1.142460e-03 5.526347e-04 2.538733e-04
[29,] 1.025073e-03 4.657685e-04 1.988431e-04
[30,] 9.603543e-04 4.203021e-04 1.710769e-04
[31,] 8.965184e-04 3.843339e-04 1.522792e-04
[32,] 8.128983e-04 3.439825e-04 1.340721e-04
[33,] 7.112391e-04 2.977318e-04 1.145669e-04
[34,] 6.046819e-04 2.502651e-04 9.507979e-05
[35,] 5.076262e-04 2.073078e-04 7.763106e-05
[36,] 4.288599e-04 1.723734e-04 6.347753e-05
[37,] 3.691922e-04 1.457160e-04 5.266316e-05
[38,] 3.232077e-04 1.251061e-04 4.432593e-05
[39,] 2.832780e-04 1.075054e-04 3.733634e-05
[40,] 2.434448e-04 9.060234e-05 3.085366e-05
[41,] 2.014494e-04 7.354303e-05 2.456498e-05
[42,] 1.585340e-04 5.677653e-05 1.860372e-05
[43,] 1.178066e-04 4.138380e-05 1.330049e-05
[44,] 8.237265e-05 2.837534e-05 8.942681e-06
[45,] 5.411837e-05 1.827511e-05 5.645871e-06
[46,] 3.339244e-05 1.105079e-05 3.345589e-06
[47,] 1.934533e-05 6.272844e-06 1.860602e-06
[48,] 1.051748e-05 3.341287e-06 9.708921e-07
[49,] 5.361076e-06 1.668790e-06 4.750607e-07
[50,] 2.558595e-06 7.805282e-07 2.177252e-07

> 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  
   125.0468      -0.0741  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/71o8i1258903665.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] 214.4605 216.3486 218.2366 220.1247 222.0127 223.9007 225.7888 227.6768
 [9] 229.5649 231.4529 233.3409 235.2290 237.1170 239.0050 240.8931 242.7811
[17] 244.6692 246.5572 248.4452 250.3333 252.2213 254.1094 255.9974 257.8854
[25] 259.7735 261.6615 263.5496 265.4376 267.3256 269.2137 271.1017 272.9898
[33] 274.8778 276.7658 278.6539 280.5419 282.4300 284.3180 286.2060 288.0941
[41] 289.9821 291.8701 293.7582 295.6462 297.5343 299.4223 301.3103 303.1984
[49] 305.0864 306.9745

$yords
 [1]  75.48092  76.54904  77.61717  78.68530  79.75342  80.82155  81.88967
 [8]  82.95780  84.02592  85.09405  86.16218  87.23030  88.29843  89.36655
[15]  90.43468  91.50281  92.57093  93.63906  94.70718  95.77531  96.84343
[22]  97.91156  98.97969 100.04781 101.11594 102.18406 103.25219 104.32031
[29] 105.38844 106.45657 107.52469 108.59282 109.66094 110.72907 111.79719
[36] 112.86532 113.93345 115.00157 116.06970 117.13782 118.20595 119.27408
[43] 120.34220 121.41033 122.47845 123.54658 124.61470 125.68283 126.75096
[50] 127.81908

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.990867e-17 4.190002e-16 3.988738e-15 3.442560e-14 2.693568e-13
 [2,] 1.624308e-16 1.656985e-15 1.533140e-14 1.286324e-13 9.785112e-13
 [3,] 6.171216e-16 6.111179e-15 5.492897e-14 4.478809e-13 3.311884e-12
 [4,] 2.196487e-15 2.107173e-14 1.837708e-13 1.455241e-12 1.045625e-11
 [5,] 7.375556e-15 6.824459e-14 5.759936e-13 4.422998e-12 3.085363e-11
 [6,] 2.368445e-14 2.094618e-13 1.701530e-12 1.262876e-11 8.536211e-11
 [7,] 7.452998e-14 6.194593e-13 4.790601e-12 3.413525e-11 2.226688e-10
 [8,] 2.385334e-13 1.815382e-12 1.311143e-11 8.854827e-11 5.529272e-10
 [9,] 8.084684e-13 5.478937e-12 3.597867e-11 2.255120e-10 1.328452e-09
[10,] 2.957747e-12 1.762763e-11 1.027529e-10 5.823837e-10 3.166353e-09
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[49,] 0.005107510 0.003704838 0.002450061 0.0014765817 0.0008107057
[50,] 0.002884985 0.002040879 0.001315916 0.0007730827 0.0004136882
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 0.0035953785 2.788728e-03 1.994444e-03 1.312463e-03 7.944449e-04
 [2,] 0.0052612057 4.037078e-03 2.859353e-03 1.866803e-03 1.123387e-03
 [3,] 0.0073410773 5.590203e-03 3.934813e-03 2.557376e-03 1.534447e-03
 [4,] 0.0098320470 7.453415e-03 5.229233e-03 3.391487e-03 2.032086e-03
 [5,] 0.0127248673 9.625622e-03 6.742826e-03 4.367456e-03 2.612924e-03
 [6,] 0.0160051869 1.209119e-02 8.456745e-03 5.465771e-03 3.260666e-03
 [7,] 0.0196353763 1.479994e-02 1.031819e-02 6.641617e-03 3.944741e-03
 [8,] 0.0235218317 1.764596e-02 1.223271e-02 7.827343e-03 4.627731e-03
 [9,] 0.0274892559 2.046451e-02 1.407675e-02 8.951350e-03 5.283366e-03
[10,] 0.0312882824 2.306201e-02 1.573494e-02 9.971325e-03 5.920303e-03
[11,] 0.0346478079 2.527587e-02 1.715103e-02 1.090867e-02 6.600198e-03
[12,] 0.0373561036 2.703987e-02 1.836797e-02 1.186439e-02 7.436371e-03
[13,] 0.0393333693 2.842053e-02 1.953120e-02 1.299990e-02 8.564056e-03
[14,] 0.0406581919 2.959958e-02 2.084251e-02 1.447918e-02 1.008452e-02
[15,] 0.0415311406 3.080089e-02 2.247324e-02 1.638686e-02 1.199927e-02
[16,] 0.0421874481 3.218600e-02 2.446648e-02 1.865219e-02 1.416146e-02
[17,] 0.0427922160 3.375817e-02 2.666870e-02 2.101498e-02 1.627284e-02
[18,] 0.0433592812 3.531717e-02 2.872738e-02 2.306058e-02 1.794133e-02
[19,] 0.0437284619 3.649223e-02 3.017057e-02 2.432534e-02 1.878916e-02
[20,] 0.0436170896 3.685319e-02 3.055042e-02 2.444170e-02 1.857443e-02
[21,] 0.0427329860 3.606456e-02 2.960015e-02 2.326695e-02 1.727648e-02
[22,] 0.0409068315 3.402255e-02 2.733997e-02 2.094075e-02 1.510734e-02
[23,] 0.0381874928 3.091561e-02 2.408510e-02 1.784569e-02 1.244452e-02
[24,] 0.0348569022 2.718092e-02 2.035244e-02 1.448895e-02 9.715380e-03
[25,] 0.0313574489 2.337609e-02 1.670698e-02 1.135643e-02 7.281921e-03
[26,] 0.0281641895 2.002074e-02 1.361097e-02 8.795862e-03 5.366638e-03
[27,] 0.0256538938 1.746788e-02 1.132758e-02 6.963115e-03 4.035421e-03
[28,] 0.0240154114 1.584223e-02 9.899008e-03 5.833623e-03 3.227282e-03
[29,] 0.0232216404 1.504989e-02 9.186741e-03 5.256940e-03 2.807227e-03
[30,] 0.0230600181 1.484043e-02 8.946213e-03 5.025918e-03 2.619501e-03
[31,] 0.0232052826 1.489452e-02 8.907682e-03 4.938422e-03 2.527450e-03
[32,] 0.0233129504 1.491217e-02 8.843461e-03 4.839828e-03 2.435593e-03
[33,] 0.0231088371 1.468102e-02 8.609676e-03 4.642621e-03 2.295193e-03
[34,] 0.0224488597 1.410955e-02 8.157391e-03 4.324405e-03 2.097234e-03
[35,] 0.0213300710 1.321884e-02 7.515130e-03 3.909622e-03 1.857926e-03
[36,] 0.0198517636 1.210070e-02 6.753026e-03 3.443709e-03 1.602582e-03
[37,] 0.0181478446 1.086278e-02 5.944562e-03 2.969795e-03 1.353097e-03
[38,] 0.0163249771 9.585890e-03 5.141003e-03 2.515481e-03 1.122083e-03
[39,] 0.0144352645 8.309283e-03 4.365548e-03 2.091653e-03 9.134035e-04
[40,] 0.0124902439 7.043607e-03 3.623573e-03 1.699490e-03 7.263301e-04
[41,] 0.0104989172 5.796413e-03 2.918234e-03 1.339072e-03 5.598022e-04
[42,] 0.0085015544 4.591805e-03 2.260840e-03 1.014308e-03 4.144994e-04
[43,] 0.0065783742 3.473350e-03 1.671291e-03 7.325931e-04 2.924356e-04
[44,] 0.0048306293 2.491556e-03 1.170835e-03 5.011003e-04 1.952596e-04
[45,] 0.0033479969 1.685827e-03 7.732034e-04 3.229089e-04 1.227523e-04
[46,] 0.0021811457 1.071607e-03 4.794491e-04 1.952822e-04 7.238614e-05
[47,] 0.0013317007 6.380859e-04 2.783681e-04 1.105317e-04 3.993399e-05
[48,] 0.0007603601 3.551779e-04 1.510286e-04 5.844137e-05 2.057272e-05
[49,] 0.0004053738 1.845430e-04 7.646307e-05 2.882574e-05 9.884343e-06
[50,] 0.0002015746 8.940838e-05 3.608813e-05 1.325127e-05 4.425103e-06
             [,48]        [,49]        [,50]
 [1,] 4.425917e-04 2.271465e-04 1.074924e-04
 [2,] 6.233931e-04 3.191795e-04 1.508498e-04
 [3,] 8.499960e-04 4.347186e-04 2.052901e-04
 [4,] 1.124344e-03 5.743121e-04 2.709149e-04
 [5,] 1.442934e-03 7.355704e-04 3.467352e-04
 [6,] 1.795062e-03 9.133687e-04 4.316092e-04
 [7,] 2.164837e-03 1.102865e-03 5.268966e-04
 [8,] 2.539283e-03 1.305974e-03 6.407293e-04
 [9,] 2.921857e-03 1.539853e-03 7.925061e-04
[10,] 3.346436e-03 1.843441e-03 1.014874e-03
[11,] 3.883328e-03 2.276498e-03 1.349912e-03
[12,] 4.628795e-03 2.906493e-03 1.837343e-03
[13,] 5.674345e-03 3.782729e-03 2.495783e-03
[14,] 7.060973e-03 4.903772e-03 3.302572e-03
[15,] 8.733720e-03 6.190931e-03 4.181463e-03
[16,] 1.051835e-02 7.483209e-03 5.007579e-03
[17,] 1.213912e-02 8.564001e-03 5.633457e-03
[18,] 1.328218e-02 9.216846e-03 5.930230e-03
[19,] 1.368756e-02 9.292040e-03 5.828844e-03
[20,] 1.323503e-02 8.757097e-03 5.343700e-03
[21,] 1.198695e-02 7.708694e-03 4.568009e-03
[22,] 1.016895e-02 6.340777e-03 3.643136e-03
[23,] 8.097503e-03 4.883554e-03 2.715802e-03
[24,] 6.086769e-03 3.539697e-03 1.900797e-03
[25,] 4.371623e-03 2.441323e-03 1.261466e-03
[26,] 3.070885e-03 1.638057e-03 8.102546e-04
[27,] 2.192823e-03 1.111479e-03 5.230824e-04
[28,] 1.668491e-03 8.028000e-04 3.581873e-04
[29,] 1.393284e-03 6.405231e-04 2.719848e-04
[30,] 1.261901e-03 5.601995e-04 2.286486e-04
[31,] 1.190194e-03 5.143943e-04 2.036512e-04
[32,] 1.123996e-03 4.747066e-04 1.831991e-04
[33,] 1.038063e-03 4.288350e-04 1.616252e-04
[34,] 9.289646e-04 3.753740e-04 1.382472e-04
[35,] 8.055265e-04 3.183463e-04 1.146036e-04
[36,] 6.799489e-04 2.628469e-04 9.252923e-05
[37,] 5.618542e-04 2.125134e-04 7.318848e-05
[38,] 4.560633e-04 1.688269e-04 5.690188e-05
[39,] 3.633852e-04 1.316584e-04 4.342817e-05
[40,] 2.827604e-04 1.002373e-04 3.234701e-05
[41,] 2.131378e-04 7.388269e-05 2.331031e-05
[42,] 1.542363e-04 5.224198e-05 1.610231e-05
[43,] 1.062703e-04 3.514547e-05 1.057466e-05
[44,] 6.924965e-05 2.234613e-05 6.558895e-06
[45,] 4.246217e-05 1.336168e-05 3.823595e-06
[46,] 2.441082e-05 7.487002e-06 2.087855e-06
[47,] 1.312350e-05 3.921706e-06 1.065343e-06
[48,] 6.586254e-06 1.917035e-06 5.071548e-07
[49,] 3.081917e-06 8.735187e-07 2.249984e-07
[50,] 1.343481e-06 3.707296e-07 9.295698e-08

> 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  
   150.9385      -0.1794  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1l5c21258903665.ps tmp/1l5c21258903665.png")
> system("convert tmp/2308f1258903665.ps tmp/2308f1258903665.png")
> system("convert tmp/3wvoe1258903665.ps tmp/3wvoe1258903665.png")
> system("convert tmp/4ffvp1258903665.ps tmp/4ffvp1258903665.png")
> system("convert tmp/5esan1258903665.ps tmp/5esan1258903665.png")
> system("convert tmp/67q351258903665.ps tmp/67q351258903665.png")
> system("convert tmp/71o8i1258903665.ps tmp/71o8i1258903665.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.984   1.297   2.876