R version 2.8.0 (2008-10-20)
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(98.6,98,106.8,96.7,100.2,107.7,92,98.4,107.4,117.7,105.7,97.5,99.9,98.2,104.5,100.8,101.5,103.9,99.6,98.4,112.7,118.4,108.1,105.4,114.6,106.9,115.9,109.8,101.8,114.2,110.8,108.4,127.5,128.6,116.6,127.4)
> y <- c(98.1,101.1,111.1,93.3,100,108,70.4,75.4,105.5,112.3,102.5,93.5,86.7,95.2,103.8,97,95.5,101,67.5,64,106.7,100.6,101.2,93.1,84.2,85.8,91.8,92.4,80.3,79.7,62.5,57.1,100.8,100.7,86.2,83.2)
> x <- c(467,460,448,443,436,431,484,510,513,503,471,471,476,475,470,461,455,456,517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555)
> par7 = 'Niet duurzaam cons'
> par6 = 'Duurzaam cons'
> par5 = 'Werkloosheid'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/102di1229897824.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/28bvy1229897824.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/3iw1h1229897824.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/4be691229897824.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/5e7xq1229897824.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  
   174.2589      -0.1659  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/62i9k1229897824.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]  48.27275  49.75958  51.24640  52.73323  54.22006  55.70688  57.19371
 [8]  58.68054  60.16736  61.65419  63.14102  64.62784  66.11467  67.60149
[15]  69.08832  70.57515  72.06197  73.54880  75.03563  76.52245  78.00928
[22]  79.49611  80.98293  82.46976  83.95659  85.44341  86.93024  88.41707
[29]  89.90389  91.39072  92.87755  94.36437  95.85120  97.33803  98.82485
[36] 100.31168 101.79851 103.28533 104.77216 106.25898 107.74581 109.23264
[43] 110.71946 112.20629 113.69312 115.17994 116.66677 118.15360 119.64042
[50] 121.12725

$yords
 [1]  85.65732  86.66315  87.66897  88.67479  89.68062  90.68644  91.69226
 [8]  92.69809  93.70391  94.70973  95.71556  96.72138  97.72721  98.73303
[15]  99.73885 100.74468 101.75050 102.75632 103.76215 104.76797 105.77379
[22] 106.77962 107.78544 108.79126 109.79709 110.80291 111.80874 112.81456
[29] 113.82038 114.82621 115.83203 116.83785 117.84368 118.84950 119.85532
[36] 120.86115 121.86697 122.87279 123.87862 124.88444 125.89027 126.89609
[43] 127.90191 128.90774 129.91356 130.91938 131.92521 132.93103 133.93685
[50] 134.94268

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.996489e-05 4.779761e-05 7.444740e-05 1.124211e-04 1.635368e-04
 [2,] 5.814721e-05 9.087432e-05 1.394293e-04 2.086272e-04 3.022828e-04
 [3,] 1.088503e-04 1.662089e-04 2.501611e-04 3.692432e-04 5.308043e-04
 [4,] 1.966329e-04 2.930948e-04 4.314219e-04 6.255214e-04 8.883370e-04
 [5,] 3.422913e-04 4.986474e-04 7.168872e-04 1.017709e-03 1.421874e-03
 [6,] 5.725522e-04 8.176459e-04 1.148950e-03 1.594340e-03 2.183975e-03
 [7,] 9.168554e-04 1.288952e-03 1.774917e-03 2.408168e-03 3.227953e-03
 [8,] 1.399977e-03 1.946697e-03 2.637290e-03 3.506239e-03 4.598372e-03
 [9,] 2.030622e-03 2.805887e-03 3.757123e-03 4.912451e-03 6.314785e-03
[10,] 2.788613e-03 3.845189e-03 5.112887e-03 6.604188e-03 8.349062e-03
[11,] 3.615935e-03 4.993328e-03 6.621981e-03 8.489919e-03 1.060177e-02
[12,] 4.417791e-03 6.127529e-03 8.135320e-03 1.039941e-02 1.288887e-02
[13,] 5.077520e-03 7.090257e-03 9.454082e-03 1.209824e-02 1.495219e-02
[14,] 5.483623e-03 7.723663e-03 1.037012e-02 1.333113e-02 1.650120e-02
[15,] 5.560751e-03 7.912228e-03 1.072021e-02 1.388540e-02 1.728083e-02
[16,] 5.292995e-03 7.618052e-03 1.043520e-02 1.365376e-02 1.714462e-02
[17,] 4.729811e-03 6.894369e-03 9.564260e-03 1.267167e-02 1.610559e-02
[18,] 3.972016e-03 5.871424e-03 8.263813e-03 1.111335e-02 1.434306e-02
[19,] 3.143768e-03 4.720651e-03 6.755688e-03 9.247593e-03 1.216183e-02
[20,] 2.361682e-03 3.611603e-03 5.271425e-03 7.371429e-03 9.919822e-03
[21,] 1.711819e-03 2.677040e-03 4.003246e-03 5.746407e-03 7.951790e-03
[22,] 1.240027e-03 1.995402e-03 3.075611e-03 4.556738e-03 6.513053e-03
[23,] 9.546560e-04 1.590883e-03 2.539917e-03 3.895298e-03 5.753641e-03
[24,] 8.363735e-04 1.444675e-03 2.385229e-03 3.770765e-03 5.717807e-03
[25,] 8.493057e-04 1.509330e-03 2.554795e-03 4.123798e-03 6.355923e-03
[26,] 9.499559e-04 1.720995e-03 2.961080e-03 4.843073e-03 7.538095e-03
[27,] 1.093322e-03 2.008451e-03 3.497752e-03 5.779153e-03 9.067324e-03
[28,] 1.237393e-03 2.300661e-03 4.051074e-03 6.759884e-03 1.069770e-02
[29,] 1.347216e-03 2.534577e-03 4.513365e-03 7.611362e-03 1.216404e-02
[30,] 1.398627e-03 2.663156e-03 4.798241e-03 8.184152e-03 1.322295e-02
[31,] 1.380718e-03 2.661615e-03 4.854048e-03 8.378796e-03 1.369674e-02
[32,] 1.295951e-03 2.529565e-03 4.670759e-03 8.162166e-03 1.350610e-02
[33,] 1.157596e-03 2.287924e-03 4.277582e-03 7.568627e-03 1.268020e-02
[34,] 9.852694e-04 1.971596e-03 3.732110e-03 6.685839e-03 1.134106e-02
[35,] 7.999850e-04 1.620418e-03 3.104948e-03 5.630673e-03 9.669043e-03
[36,] 6.201192e-04 1.271083e-03 2.464716e-03 4.523334e-03 7.861393e-03
[37,] 4.590237e-04 9.517970e-04 1.867071e-03 3.466575e-03 6.095781e-03
[38,] 3.243354e-04 6.801025e-04 1.349196e-03 2.533532e-03 4.506238e-03
[39,] 2.185402e-04 4.632994e-04 9.292373e-04 1.764302e-03 3.173303e-03
[40,] 1.402231e-04 3.004767e-04 6.091890e-04 1.169260e-03 2.126324e-03
[41,] 8.552609e-05 1.852246e-04 3.795494e-04 7.363795e-04 1.353874e-03
[42,] 4.949369e-05 1.083291e-04 2.243569e-04 4.400064e-04 8.179578e-04
[43,] 2.712450e-05 6.000375e-05 1.256141e-04 2.490635e-04 4.682532e-04
[44,] 1.405338e-05 3.142549e-05 6.651139e-05 1.333658e-04 2.536844e-04
[45,] 6.872958e-06 1.553928e-05 3.326108e-05 6.747663e-05 1.299422e-04
[46,] 3.168798e-06 7.246195e-06 1.569284e-05 3.222980e-05 6.288991e-05
[47,] 1.375923e-06 3.183673e-06 6.980237e-06 1.452560e-05 2.875406e-05
[48,] 5.622399e-07 1.317123e-06 2.925972e-06 6.176412e-06 1.242314e-05
[49,] 2.161121e-07 5.129617e-07 1.155842e-06 2.478694e-06 5.076342e-06
[50,] 7.812584e-08 1.880784e-07 4.304677e-07 9.396868e-07 1.964739e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.280749e-04 3.041686e-04 3.879698e-04 4.750930e-04 5.634959e-04
 [2,] 4.215221e-04 5.632715e-04 7.198827e-04 8.808782e-04 1.037310e-03
 [3,] 7.379905e-04 9.866198e-04 1.263527e-03 1.548190e-03 1.818793e-03
 [4,] 1.226983e-03 1.637056e-03 2.098543e-03 2.576396e-03 3.028141e-03
 [5,] 1.943122e-03 2.578885e-03 3.302194e-03 4.059617e-03 4.779543e-03
 [6,] 2.941042e-03 3.868083e-03 4.933144e-03 6.062831e-03 7.149383e-03
 [7,] 4.268757e-03 5.542107e-03 7.015507e-03 8.597940e-03 1.014278e-02
 [8,] 5.958722e-03 7.610853e-03 9.528017e-03 1.160866e-02 1.367141e-02
 [9,] 8.014819e-03 1.004835e-02 1.240067e-02 1.497070e-02 1.755421e-02
[10,] 1.039424e-02 1.278326e-02 1.551703e-02 1.850705e-02 2.154424e-02
[11,] 1.298706e-02 1.568739e-02 1.871754e-02 2.201080e-02 2.537280e-02
[12,] 1.560244e-02 1.856634e-02 2.180139e-02 2.526508e-02 2.879299e-02
[13,] 1.797426e-02 2.116216e-02 2.453027e-02 2.805452e-02 3.160611e-02
[14,] 1.979697e-02 2.317945e-02 2.664382e-02 3.017217e-02 3.366584e-02
[15,] 2.079036e-02 2.433918e-02 2.789537e-02 3.143321e-02 3.487010e-02
[16,] 2.077668e-02 2.445036e-02 2.810736e-02 3.170445e-02 3.515853e-02
[17,] 1.974213e-02 2.347567e-02 2.723158e-02 3.094766e-02 3.452813e-02
[18,] 1.785694e-02 2.156434e-02 2.539051e-02 2.926146e-02 3.306520e-02
[19,] 1.544417e-02 1.903612e-02 2.287955e-02 2.690094e-02 3.097702e-02
[20,] 1.290879e-02 1.632076e-02 2.012556e-02 2.426157e-02 2.860317e-02
[21,] 1.065400e-02 1.387521e-02 1.761523e-02 2.182911e-02 2.639542e-02
[22,] 9.012092e-03 1.210626e-02 1.581721e-02 2.011115e-02 2.486909e-02
[23,] 8.204696e-03 1.131696e-02 1.511772e-02 1.956823e-02 2.453849e-02
[24,] 8.330382e-03 1.167891e-02 1.577623e-02 2.055434e-02 2.584728e-02
[25,] 9.367256e-03 1.322027e-02 1.789442e-02 2.326490e-02 2.909662e-02
[26,] 1.117914e-02 1.581852e-02 2.138977e-02 2.768666e-02 3.436956e-02
[27,] 1.352364e-02 1.919743e-02 2.597454e-02 3.355250e-02 4.145757e-02
[28,] 1.607002e-02 2.293934e-02 3.115538e-02 4.032033e-02 4.981143e-02
[29,] 1.843690e-02 2.652774e-02 3.627457e-02 4.720412e-02 5.855192e-02
[30,] 2.025131e-02 2.942502e-02 4.060348e-02 5.327576e-02 6.656860e-02
[31,] 2.121766e-02 3.117226e-02 4.347575e-02 5.762902e-02 7.270596e-02
[32,] 2.117574e-02 3.148227e-02 4.442408e-02 5.956496e-02 7.599558e-02
[33,] 2.012800e-02 3.029529e-02 4.327698e-02 5.874135e-02 7.586568e-02
[34,] 1.822754e-02 2.777931e-02 4.018401e-02 5.523795e-02 7.226120e-02
[35,] 1.573315e-02 2.427812e-02 3.556496e-02 4.952007e-02 6.563878e-02
[36,] 1.294786e-02 2.022716e-02 3.000429e-02 4.231840e-02 5.684539e-02
[37,] 1.015963e-02 1.606418e-02 2.412603e-02 3.446689e-02 4.692464e-02
[38,] 7.597968e-03 1.215704e-02 1.848308e-02 2.674539e-02 3.690931e-02
[39,] 5.411738e-03 8.760915e-03 1.348295e-02 1.976259e-02 2.765158e-02
[40,] 3.667291e-03 6.006482e-03 9.357762e-03 1.389661e-02 1.972235e-02
[41,] 2.361513e-03 3.913587e-03 6.173792e-03 9.293111e-03 1.338719e-02
[42,] 1.443162e-03 2.420713e-03 3.868666e-03 5.907023e-03 8.646496e-03
[43,] 8.359816e-04 1.420065e-03 2.301004e-03 3.567930e-03 5.314906e-03
[44,] 4.585644e-04 7.895223e-04 1.298616e-03 2.048188e-03 3.111425e-03
[45,] 2.380272e-04 4.158832e-04 6.955260e-04 1.118237e-03 1.737012e-03
[46,] 1.168838e-04 2.075880e-04 3.537770e-04 5.814296e-04 9.265817e-04
[47,] 5.431016e-05 9.826277e-05 1.711339e-04 2.885013e-04 4.734979e-04
[48,] 2.389784e-05 4.417283e-05 7.889418e-05 1.369752e-04 2.324751e-04
[49,] 9.972997e-06 1.889866e-05 3.475722e-05 6.241732e-05 1.099780e-04
[50,] 3.955681e-06 7.716611e-06 1.467933e-05 2.738104e-05 5.024432e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.573461e-04 0.0007706883 0.0009291670 0.0011679747 0.0015248602
 [2,] 1.188202e-03 0.0013473053 0.0015473613 0.0018388434 0.0022810622
 [3,] 2.062293e-03 0.0022859939 0.0025263153 0.0028499256 0.0033435927
 [4,] 3.418554e-03 0.0037381533 0.0040192172 0.0043418620 0.0048242081
 [5,] 5.391990e-03 0.0058561619 0.0061870795 0.0064702136 0.0068547361
 [6,] 8.075160e-03 0.0087508477 0.0091561899 0.0093676562 0.0095588657
 [7,] 1.147500e-02 0.0124402045 0.0129622828 0.0130887748 0.0130036730
 [8,] 1.548130e-02 0.0168077444 0.0174999626 0.0175539773 0.0171433258
 [9,] 1.986401e-02 0.0215924142 0.0225025727 0.0225187056 0.0217794959
[10,] 2.430753e-02 0.0264242953 0.0275725420 0.0275926138 0.0265657342
[11,] 2.847418e-02 0.0309016658 0.0322633577 0.0323165226 0.0310701960
[12,] 3.207358e-02 0.0346838652 0.0361890112 0.0362779661 0.0348851708
[13,] 3.491026e-02 0.0375632207 0.0391188258 0.0392226405 0.0377449741
[14,] 3.689280e-02 0.0394869854 0.0410176884 0.0411143663 0.0396022859
[15,] 3.800906e-02 0.0405247524 0.0420159365 0.0421165831 0.0406269294
[16,] 3.829061e-02 0.0408048189 0.0423277058 0.0425053990 0.0411261533
[17,] 3.779333e-02 0.0404578068 0.0421618602 0.0425578095 0.0414236373
[18,] 3.660860e-02 0.0395985343 0.0416708176 0.0424696153 0.0417543369
[19,] 3.489788e-02 0.0383527794 0.0409593876 0.0423396734 0.0422225904
[20,] 3.292856e-02 0.0369097086 0.0401427288 0.0422216079 0.0428378139
[21,] 3.108780e-02 0.0355684255 0.0394189811 0.0422116989 0.0436049027
[22,] 2.986290e-02 0.0347528655 0.0391191632 0.0425288610 0.0446247085
[23,] 2.979104e-02 0.0349852957 0.0397112117 0.0435516932 0.0461614411
[24,] 3.138747e-02 0.0368221353 0.0417533243 0.0457973278 0.0486513636
[25,] 3.505860e-02 0.0407598826 0.0458027045 0.0498433498 0.0526467826
[26,] 4.100280e-02 0.0471178247 0.0522887528 0.0562019473 0.0587019946
[27,] 4.910748e-02 0.0559086996 0.0613640138 0.0651608356 0.0672155529
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[30,] 0.0433554491 0.0385484364 3.333212e-02 2.833281e-02 2.409644e-02
[31,] 0.0412441466 0.0371472238 3.269673e-02 2.843820e-02 2.486481e-02
[32,] 0.0391820407 0.0357967828 3.214558e-02 2.869897e-02 2.589947e-02
[33,] 0.0373454059 0.0346019904 3.169848e-02 2.903745e-02 2.701708e-02
[34,] 0.0357999946 0.0335534878 3.126186e-02 2.926461e-02 2.792126e-02
[35,] 0.0345386583 0.0325779380 3.069066e-02 2.915542e-02 2.829549e-02
[36,] 0.0335308784 0.0316056379 2.987010e-02 2.854396e-02 2.791365e-02
[37,] 0.0327579807 0.0306229288 2.878126e-02 2.739930e-02 2.672610e-02
[38,] 0.0322143458 0.0296818370 2.751775e-02 2.584671e-02 2.488372e-02
[39,] 0.0318733652 0.0288597466 2.624221e-02 2.412100e-02 2.268649e-02
[40,] 0.0316394411 0.0281894624 2.510127e-02 2.247001e-02 2.047572e-02
[41,] 0.0313202399 0.0275993100 2.414121e-02 2.105152e-02 1.851492e-02
[42,] 0.0306467592 0.0269012098 2.326830e-02 1.987104e-02 1.690894e-02
[43,] 0.0293441551 0.0258409836 2.227674e-02 1.878869e-02 1.559251e-02
[44,] 0.0272270567 0.0241919262 2.093272e-02 1.758977e-02 1.438690e-02
[45,] 0.0242768639 0.0218490912 1.907516e-02 1.608417e-02 1.309374e-02
[46,] 0.0206647643 0.0188807150 1.668683e-02 1.418889e-02 1.158274e-02
[47,] 0.0167094956 0.0155147796 1.390620e-02 1.195997e-02 9.838270e-03
[48,] 0.0127885910 0.0120697752 1.098026e-02 9.567050e-03 7.953288e-03
[49,] 0.0092401104 0.0088621931 8.184219e-03 7.229318e-03 6.082980e-03
[50,] 0.0062908490 0.0061283468 5.744105e-03 5.144977e-03 4.384993e-03
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 7.081788e-06 2.865656e-06 1.096060e-06 3.963146e-07 1.355114e-07
 [2,] 1.322540e-05 5.444048e-06 2.118532e-06 7.796032e-07 2.714708e-07
 [3,] 2.337710e-05 9.790665e-06 3.877461e-06 1.453003e-06 5.159369e-07
 [4,] 3.911754e-05 1.667210e-05 6.722928e-06 2.568463e-06 9.326258e-07
 [5,] 6.197208e-05 2.688982e-05 1.105236e-05 4.316239e-06 1.612368e-06
 [6,] 9.297275e-05 4.110943e-05 1.726507e-05 6.931379e-06 2.696722e-06
 [7,] 1.321817e-04 5.969522e-05 2.575392e-05 1.075309e-05 4.457392e-06
 [8,] 1.784661e-04 8.273436e-05 3.706950e-05 1.644794e-05 7.526214e-06
 [9,] 2.299881e-04 1.105782e-04 5.251416e-05 2.561612e-05 1.346744e-05
[10,] 2.859637e-04 1.453498e-04 7.555807e-05 4.213873e-05 2.602042e-05
[11,] 3.501400e-04 1.938765e-04 1.145409e-04 7.473172e-05 5.346824e-05
[12,] 4.360308e-04 2.722586e-04 1.869779e-04 1.410993e-04 1.125711e-04
[13,] 5.731728e-04 4.116280e-04 3.252192e-04 2.735917e-04 2.341055e-04
[14,] 8.125559e-04 6.635004e-04 5.820477e-04 5.251424e-04 4.690064e-04
[15,] 1.228209e-03 1.101689e-03 1.033176e-03 9.725311e-04 8.923877e-04
[16,] 1.911310e-03 1.816717e-03 1.772207e-03 1.712334e-03 1.600850e-03
[17,] 2.954013e-03 2.899193e-03 2.893782e-03 2.844670e-03 2.697815e-03
[18,] 4.423283e-03 4.411812e-03 4.463797e-03 4.442701e-03 4.263982e-03
[19,] 6.330027e-03 6.355490e-03 6.481959e-03 6.512450e-03 6.316301e-03
[20,] 8.603971e-03 8.641531e-03 8.849610e-03 8.956054e-03 8.767869e-03
[21,] 1.108684e-02 1.108484e-02 1.136019e-02 1.155750e-02 1.140826e-02
[22,] 1.355277e-02 1.342936e-02 1.372641e-02 1.400770e-02 1.392329e-02
[23,] 1.575573e-02 1.540576e-02 1.564570e-02 1.597321e-02 1.596158e-02
[24,] 1.749244e-02 1.680707e-02 1.688846e-02 1.719366e-02 1.723530e-02
[25,] 1.866135e-02 1.755761e-02 1.738004e-02 1.757634e-02 1.762372e-02
[26,] 1.929808e-02 1.775027e-02 1.724564e-02 1.725229e-02 1.724066e-02
[27,] 1.957414e-02 1.763654e-02 1.679836e-02 1.656875e-02 1.643643e-02
[28,] 1.975672e-02 1.756892e-02 1.646927e-02 1.601449e-02 1.572631e-02
[29,] 2.013752e-02 1.790862e-02 1.669602e-02 1.609530e-02 1.566165e-02
[30,] 2.094641e-02 1.892068e-02 1.779766e-02 1.719110e-02 1.667608e-02
[31,] 2.227170e-02 2.068280e-02 1.986738e-02 1.943141e-02 1.894659e-02
[32,] 2.401116e-02 2.303478e-02 2.271399e-02 2.262416e-02 2.230801e-02
[33,] 2.587511e-02 2.559045e-02 2.587648e-02 2.626557e-02 2.625200e-02
[34,] 2.745102e-02 2.782020e-02 2.871973e-02 2.964134e-02 3.002447e-02
[35,] 2.831797e-02 2.918916e-02 3.059476e-02 3.200260e-02 3.280713e-02
[36,] 2.817695e-02 2.931140e-02 3.101841e-02 3.276857e-02 3.393555e-02
[37,] 2.694986e-02 2.806654e-02 2.981214e-02 3.168925e-02 3.308321e-02
[38,] 2.480699e-02 2.563396e-02 2.714816e-02 2.890888e-02 3.034552e-02
[39,] 2.210954e-02 2.243012e-02 2.348538e-02 2.490694e-02 2.619322e-02
[40,] 1.928897e-02 1.897378e-02 1.942172e-02 2.034237e-02 2.131682e-02
[41,] 1.671150e-02 1.573223e-02 1.552111e-02 1.586345e-02 1.642529e-02
[42,] 1.458008e-02 1.300546e-02 1.217831e-02 1.195270e-02 1.207380e-02
[43,] 1.290713e-02 1.088398e-02 9.561076e-03 8.852366e-03 8.572016e-03
[44,] 1.155863e-02 9.282155e-03 7.633553e-03 6.576954e-03 5.984301e-03
[45,] 1.034156e-02 8.020093e-03 6.233724e-03 4.986364e-03 4.196914e-03
[46,] 9.093279e-03 6.913898e-03 5.164753e-03 3.878374e-03 3.010466e-03
[47,] 7.738531e-03 5.840205e-03 4.265816e-03 3.064996e-03 2.220628e-03
[48,] 6.299348e-03 4.759027e-03 3.445352e-03 2.414307e-03 1.666921e-03
[49,] 4.865597e-03 3.698990e-03 2.678453e-03 1.857660e-03 1.247820e-03
[50,] 3.547627e-03 2.722135e-03 1.982364e-03 1.374024e-03 9.122026e-04
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 4.384711e-08 1.344691e-08 3.922642e-09 1.097195e-09 2.992855e-10
 [2,] 8.958584e-08 2.811405e-08 8.455041e-09 2.476818e-09 7.290092e-10
 [3,] 1.741701e-07 5.631248e-08 1.771286e-08 5.585207e-09 1.849342e-09
 [4,] 3.241352e-07 1.094582e-07 3.696702e-08 1.306555e-08 5.065970e-09
 [5,] 5.844679e-07 2.113766e-07 7.972115e-08 3.288279e-08 1.509513e-08
 [6,] 1.044210e-06 4.201370e-07 1.842669e-07 8.990028e-08 4.752985e-08
 [7,] 1.912777e-06 8.916314e-07 4.620245e-07 2.600648e-07 1.514970e-07
 [8,] 3.726930e-06 2.049646e-06 1.227417e-06 7.632853e-07 4.720734e-07
 [9,] 7.853390e-06 4.998721e-06 3.316143e-06 2.194133e-06 1.407681e-06
[10,] 1.757941e-05 1.242858e-05 8.792302e-06 6.042689e-06 3.971446e-06
[11,] 4.021832e-05 3.038936e-05 2.236178e-05 1.575528e-05 1.054110e-05
[12,] 9.068370e-05 7.137342e-05 5.388147e-05 3.865977e-05 2.624994e-05
[13,] 1.966836e-04 1.589312e-04 1.222277e-04 8.901689e-05 6.125055e-05
[14,] 4.047819e-04 3.333152e-04 2.602334e-04 1.920716e-04 1.338324e-04
[15,] 7.849630e-04 6.562385e-04 5.192541e-04 3.881015e-04 2.737506e-04
[16,] 1.429429e-03 1.211024e-03 9.703270e-04 7.341502e-04 5.241224e-04
[17,] 2.440347e-03 2.093204e-03 1.697609e-03 1.299934e-03 9.392222e-04
[18,] 3.902981e-03 3.387657e-03 2.780235e-03 2.154431e-03 1.575273e-03
[19,] 5.846234e-03 5.133027e-03 4.262254e-03 3.342123e-03 2.472882e-03
[20,] 8.201439e-03 7.282076e-03 6.117015e-03 4.853110e-03 3.633621e-03
[21,] 1.077806e-02 9.674664e-03 8.219837e-03 6.597774e-03 4.998370e-03
[22,] 1.327621e-02 1.204263e-02 1.034635e-02 8.400595e-03 6.438851e-03
[23,] 1.534601e-02 1.405857e-02 1.220915e-02 1.002510e-02 7.772772e-03
[24,] 1.668501e-02 1.542350e-02 1.353141e-02 1.123146e-02 8.805692e-03
[25,] 1.714439e-02 1.596895e-02 1.413841e-02 1.185307e-02 9.390978e-03
[26,] 1.680518e-02 1.573677e-02 1.403515e-02 1.186675e-02 9.488667e-03
[27,] 1.599175e-02 1.500354e-02 1.343867e-02 1.142852e-02 9.200617e-03
[28,] 1.521046e-02 1.423380e-02 1.274715e-02 1.085731e-02 8.765399e-03
[29,] 1.502582e-02 1.396972e-02 1.244882e-02 1.056532e-02 8.509305e-03
[30,] 1.590529e-02 1.468437e-02 1.299221e-02 1.095085e-02 8.763634e-03
[31,] 1.807252e-02 1.663608e-02 1.465072e-02 1.228028e-02 9.768432e-03
[32,] 2.140953e-02 1.976348e-02 1.741759e-02 1.459027e-02 1.158765e-02
[33,] 2.544132e-02 2.365567e-02 2.096465e-02 1.764023e-02 1.406099e-02
[34,] 2.942074e-02 2.761838e-02 2.468734e-02 2.093728e-02 1.681267e-02
[35,] 3.250386e-02 3.083194e-02 2.783703e-02 2.383905e-02 1.932518e-02
[36,] 3.397182e-02 3.256365e-02 2.971171e-02 2.571398e-02 2.106525e-02
[37,] 3.342886e-02 3.236881e-02 2.984765e-02 2.611254e-02 2.162712e-02
[38,] 3.090636e-02 3.020993e-02 2.814567e-02 2.489103e-02 2.084496e-02
[39,] 2.683485e-02 2.645042e-02 2.488549e-02 2.224208e-02 1.883306e-02
[40,] 2.189851e-02 2.172842e-02 2.062543e-02 1.862247e-02 1.593980e-02
[41,] 1.683250e-02 1.676424e-02 1.603054e-02 1.460972e-02 1.263617e-02
[42,] 1.223967e-02 1.217539e-02 1.169674e-02 1.074491e-02 9.384039e-03
[43,] 8.483712e-03 8.359349e-03 8.030113e-03 7.416595e-03 6.531834e-03
[44,] 5.675674e-03 5.466488e-03 5.208457e-03 4.814840e-03 4.266015e-03
[45,] 3.732504e-03 3.447156e-03 3.215055e-03 2.951566e-03 2.619652e-03
[46,] 2.466792e-03 2.134938e-03 1.911669e-03 1.720515e-03 1.518226e-03
[47,] 1.669561e-03 1.328213e-03 1.114970e-03 9.649313e-04 8.360126e-04
[48,] 1.164135e-03 8.465960e-04 6.525576e-04 5.300381e-04 4.423718e-04
[49,] 8.274227e-04 5.566780e-04 3.912076e-04 2.917331e-04 2.288842e-04
[50,] 5.870839e-04 3.737708e-04 2.421752e-04 1.643573e-04 1.184542e-04
             [,48]        [,49]        [,50]
 [1,] 8.220618e-11 2.386406e-11 7.662617e-12
 [2,] 2.260607e-10 7.733808e-11 2.946685e-11
 [3,] 6.737220e-10 2.733133e-10 1.193196e-10
 [4,] 2.186844e-09 1.018173e-09 4.862223e-10
 [5,] 7.491400e-09 3.823978e-09 1.927790e-09
 [6,] 2.592361e-08 1.399401e-08 7.292747e-09
 [7,] 8.754899e-08 4.890669e-08 2.605967e-08
 [8,] 2.826388e-07 1.615305e-07 8.753327e-08
 [9,] 8.627942e-07 5.016243e-07 2.757385e-07
[10,] 2.477090e-06 1.461096e-06 8.137049e-07
[11,] 6.671365e-06 3.987062e-06 2.248326e-06
[12,] 1.683418e-05 1.018740e-05 5.815245e-06
[13,] 3.977605e-05 2.436677e-05 1.407810e-05
[14,] 8.797990e-05 5.455111e-05 3.189803e-05
[15,] 1.821466e-04 1.143023e-04 6.764191e-05
[16,] 3.529467e-04 2.241516e-04 1.342446e-04
[17,] 6.400848e-04 4.113967e-04 2.493477e-04
[18,] 1.086442e-03 7.066664e-04 4.334569e-04
[19,] 1.725941e-03 1.136091e-03 7.052252e-04
[20,] 2.566386e-03 1.709546e-03 1.073923e-03
[21,] 3.572339e-03 2.408072e-03 1.530836e-03
[22,] 4.656313e-03 3.176082e-03 2.043136e-03
[23,] 5.686668e-03 3.924550e-03 2.554458e-03
[24,] 6.515868e-03 4.548659e-03 2.995061e-03
[25,] 7.024282e-03 4.957692e-03 3.300859e-03
[26,] 7.166220e-03 5.108588e-03 3.436258e-03
[27,] 7.001000e-03 5.031040e-03 3.412809e-03
[28,] 6.695138e-03 4.833318e-03 3.295941e-03
[29,] 6.490782e-03 4.683872e-03 3.195467e-03
[30,] 6.646146e-03 4.771342e-03 3.240602e-03
[31,] 7.362028e-03 5.252076e-03 3.544900e-03
[32,] 8.713159e-03 6.198263e-03 4.169634e-03
[33,] 1.060423e-02 7.561274e-03 5.095666e-03
[34,] 1.276775e-02 9.163658e-03 6.213588e-03
[35,] 1.481245e-02 1.072794e-02 7.338925e-03
[36,] 1.631580e-02 1.193998e-02 8.252515e-03
[37,] 1.693619e-02 1.253113e-02 8.756772e-03
[38,] 1.650776e-02 1.235270e-02 8.730274e-03
[39,] 1.508332e-02 1.141600e-02 8.161144e-03
[40,] 1.290974e-02 9.882751e-03 7.146656e-03
[41,] 1.034730e-02 8.011174e-03 5.860028e-03
[42,] 7.766425e-03 6.080266e-03 4.498517e-03
[43,] 5.460047e-03 4.321006e-03 3.232983e-03
[44,] 3.597344e-03 2.875997e-03 2.175423e-03
[45,] 2.223457e-03 1.793725e-03 1.370873e-03
[46,] 1.291763e-03 1.049336e-03 8.094233e-04
[47,] 7.079462e-04 5.768536e-04 4.482124e-04
[48,] 3.683473e-04 2.990080e-04 2.331728e-04
[49,] 1.839387e-04 1.470300e-04 1.143275e-04
[50,] 8.965803e-05 6.930315e-05 5.313837e-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  
    95.9078       0.1241  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7gp651229897824.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] 410.1886 414.0788 417.9691 421.8594 425.7496 429.6399 433.5301 437.4204
 [9] 441.3107 445.2009 449.0912 452.9815 456.8717 460.7620 464.6522 468.5425
[17] 472.4328 476.3230 480.2133 484.1036 487.9938 491.8841 495.7743 499.6646
[25] 503.5549 507.4451 511.3354 515.2257 519.1159 523.0062 526.8964 530.7867
[33] 534.6770 538.5672 542.4575 546.3478 550.2380 554.1283 558.0185 561.9088
[41] 565.7991 569.6893 573.5796 577.4699 581.3601 585.2504 589.1406 593.0309
[49] 596.9212 600.8114

$yords
 [1]  85.65732  86.66315  87.66897  88.67479  89.68062  90.68644  91.69226
 [8]  92.69809  93.70391  94.70973  95.71556  96.72138  97.72721  98.73303
[15]  99.73885 100.74468 101.75050 102.75632 103.76215 104.76797 105.77379
[22] 106.77962 107.78544 108.79126 109.79709 110.80291 111.80874 112.81456
[29] 113.82038 114.82621 115.83203 116.83785 117.84368 118.84950 119.85532
[36] 120.86115 121.86697 122.87279 123.87862 124.88444 125.89027 126.89609
[43] 127.90191 128.90774 129.91356 130.91938 131.92521 132.93103 133.93685
[50] 134.94268

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.468433e-04 3.839297e-04 5.583341e-04 7.663218e-04 1.001869e-03
 [2,] 3.221522e-04 5.251017e-04 7.948323e-04 1.125480e-03 1.504278e-03
 [3,] 3.845903e-04 6.573257e-04 1.040195e-03 1.530881e-03 2.109588e-03
 [4,] 4.267280e-04 7.603884e-04 1.256025e-03 1.926235e-03 2.753117e-03
 [5,] 4.516852e-04 8.293530e-04 1.418594e-03 2.258392e-03 3.349588e-03
 [6,] 4.701216e-04 8.767784e-04 1.533602e-03 2.510023e-03 3.840425e-03
 [7,] 4.921029e-04 9.214363e-04 1.628535e-03 2.708042e-03 4.230430e-03
 [8,] 5.221805e-04 9.735466e-04 1.727112e-03 2.894811e-03 4.574026e-03
 [9,] 5.647256e-04 1.032067e-03 1.829347e-03 3.084820e-03 4.914165e-03
[10,] 6.381135e-04 1.101206e-03 1.919917e-03 3.248534e-03 5.226422e-03
[11,] 7.855447e-04 1.215986e-03 2.005413e-03 3.347494e-03 5.426574e-03
[12,] 1.064852e-03 1.451299e-03 2.152249e-03 3.402123e-03 5.452998e-03
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[39,] 1.004724e-02 1.088686e-02 1.217395e-02 1.394610e-02 1.594870e-02
[40,] 8.636531e-03 9.804926e-03 1.127724e-02 1.313449e-02 1.526128e-02
[41,] 6.855421e-03 8.287916e-03 9.972759e-03 1.193721e-02 1.410338e-02
[42,] 4.982414e-03 6.473913e-03 8.277931e-03 1.034666e-02 1.256308e-02
[43,] 3.328246e-03 4.626537e-03 6.341935e-03 8.397309e-03 1.063722e-02
[44,] 2.096993e-03 3.021386e-03 4.426861e-03 6.261996e-03 8.386442e-03
[45,] 1.327196e-03 1.830808e-03 2.799512e-03 4.227606e-03 6.035431e-03
[46,] 9.232103e-04 1.076690e-03 1.615057e-03 2.563325e-03 3.906111e-03
[47,] 7.346561e-04 6.649004e-04 8.757802e-04 1.398395e-03 2.254182e-03
[48,] 6.308549e-04 4.605660e-04 4.760223e-04 6.993525e-04 1.158952e-03
[49,] 5.378209e-04 3.518422e-04 2.813519e-04 3.364327e-04 5.367439e-04
[50,] 4.350429e-04 2.754649e-04 1.863648e-04 1.688455e-04 2.315075e-04
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 7.723392e-14 8.198589e-15 7.884496e-16 6.869236e-17 5.421841e-18
 [2,] 5.950924e-13 6.816555e-14 7.073744e-15 6.650182e-16 5.663978e-17
 [3,] 3.997191e-12 4.940656e-13 5.532460e-14 5.612444e-15 5.158099e-16
 [4,] 2.340565e-11 3.121754e-12 3.772084e-13 4.129185e-14 4.094976e-15
 [5,] 1.194768e-10 1.719526e-11 2.242019e-12 2.648323e-13 2.834047e-14
 [6,] 5.316763e-10 8.256897e-11 1.161699e-11 1.480720e-12 1.709847e-13
 [7,] 2.062621e-09 3.456433e-10 5.247443e-11 7.217258e-12 8.992974e-13
 [8,] 6.976123e-09 1.261397e-09 2.066368e-10 3.066713e-11 4.123330e-12
 [9,] 2.057120e-08 4.013347e-09 7.093908e-10 1.136013e-10 1.648150e-11
[10,] 5.289447e-08 1.113341e-08 2.123268e-09 3.668752e-10 5.743270e-11
[11,] 1.186242e-07 2.693313e-08 5.541305e-09 1.033020e-09 1.744841e-10
[12,] 2.321433e-07 5.683542e-08 1.261237e-08 2.536375e-09 4.621948e-10
[13,] 3.967971e-07 1.046876e-07 2.504588e-08 5.431869e-09 1.067686e-09
[14,] 5.935177e-07 1.685232e-07 4.343012e-08 1.015203e-08 2.151630e-09
[15,] 7.800527e-07 2.377360e-07 6.587857e-08 1.657839e-08 3.785628e-09
[16,] 9.101463e-07 2.959527e-07 8.782467e-08 2.372790e-08 5.826955e-09
[17,] 9.742945e-07 3.326393e-07 1.045137e-07 3.007810e-08 7.901447e-09
[18,] 1.076401e-06 3.686448e-07 1.182802e-07 3.529375e-08 9.728240e-09
[19,] 1.640155e-06 5.247516e-07 1.590563e-07 4.569482e-08 1.240164e-08
[20,] 4.016920e-06 1.233442e-06 3.505595e-07 9.283092e-08 2.306644e-08
[21,] 1.197462e-05 3.816990e-06 1.108880e-06 2.941439e-07 7.145263e-08
[22,] 3.446846e-05 1.173750e-05 3.631392e-06 1.020616e-06 2.606477e-07
[23,] 8.915080e-05 3.258797e-05 1.082564e-05 3.265917e-06 8.943554e-07
[24,] 2.040640e-04 7.999902e-05 2.853837e-05 9.253822e-06 2.725246e-06
[25,] 4.133708e-04 1.733305e-04 6.626710e-05 2.306418e-05 7.299286e-06
[26,] 7.450851e-04 3.328497e-04 1.359411e-04 5.065503e-05 1.719310e-05
[27,] 1.205884e-03 5.710288e-04 2.480452e-04 9.858770e-05 3.577787e-05
[28,] 1.774792e-03 8.858541e-04 4.070857e-04 1.717511e-04 6.636153e-05
[29,] 2.415240e-03 1.264711e-03 6.116441e-04 2.724728e-04 1.115174e-04
[30,] 3.103972e-03 1.703398e-03 8.647696e-04 4.052510e-04 1.749071e-04
[31,] 3.866383e-03 2.236825e-03 1.196798e-03 5.911304e-04 2.690478e-04
[32,] 4.803924e-03 2.970174e-03 1.695917e-03 8.924055e-04 4.319979e-04
[33,] 6.089089e-03 4.088448e-03 2.530800e-03 1.440197e-03 7.518433e-04
[34,] 7.893558e-03 5.809180e-03 3.933826e-03 2.442494e-03 1.387160e-03
[35,] 1.024598e-02 8.254837e-03 6.109038e-03 4.136095e-03 2.555538e-03
[36,] 1.290001e-02 1.128807e-02 9.069126e-03 6.659097e-03 4.456800e-03
[37,] 1.534883e-02 1.443756e-02 1.249136e-02 9.883956e-03 7.129838e-03
[38,] 1.704187e-02 1.703518e-02 1.573609e-02 1.333156e-02 1.031434e-02
[39,] 1.767319e-02 1.853038e-02 1.809303e-02 1.628954e-02 1.344236e-02
[40,] 1.730829e-02 1.876367e-02 1.912769e-02 1.812326e-02 1.583447e-02
[41,] 1.624051e-02 1.797376e-02 1.886919e-02 1.858290e-02 1.701563e-02
[42,] 1.472201e-02 1.653788e-02 1.768386e-02 1.786702e-02 1.693003e-02
[43,] 1.282821e-02 1.469208e-02 1.595450e-02 1.639303e-02 1.588302e-02
[44,] 1.055999e-02 1.248150e-02 1.386096e-02 1.448775e-02 1.426815e-02
[45,] 8.033957e-03 9.937964e-03 1.143383e-02 1.227079e-02 1.232814e-02
[46,] 5.540374e-03 7.254962e-03 8.763696e-03 9.787048e-03 1.014290e-02
[47,] 3.415771e-03 4.769896e-03 6.112268e-03 7.191790e-03 7.790896e-03
[48,] 1.867685e-03 2.790093e-03 3.817913e-03 4.776412e-03 5.470034e-03
[49,] 9.037980e-04 1.441734e-03 2.113519e-03 2.827745e-03 3.450858e-03
[50,] 3.894406e-04 6.564531e-04 1.030609e-03 1.479112e-03 1.933101e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.876899e-19 2.511460e-20 1.473906e-21 7.836327e-23 3.774500e-24
 [2,] 4.370279e-18 3.054926e-19 1.934613e-20 1.109907e-21 5.768771e-23
 [3,] 4.294643e-17 3.239428e-18 2.213662e-19 1.370420e-20 7.685999e-22
 [4,] 3.679072e-16 2.994534e-17 2.208117e-18 1.475075e-19 8.927102e-21
 [5,] 2.747536e-15 2.413147e-16 1.920110e-17 1.384102e-18 9.038868e-20
 [6,] 1.788720e-14 1.695243e-15 1.455538e-16 1.132179e-17 7.978308e-19
 [7,] 1.015164e-13 1.038184e-14 9.618673e-16 8.073392e-17 6.139049e-18
 [8,] 5.022584e-13 5.542587e-14 5.541169e-15 5.018698e-16 4.117989e-17
 [9,] 2.166298e-12 2.579576e-13 2.782811e-14 2.719701e-15 2.408040e-16
[10,] 8.145464e-12 1.046613e-12 1.218330e-13 1.284837e-14 1.227546e-15
[11,] 2.670138e-11 3.701988e-12 4.649983e-13 5.291469e-14 5.455197e-15
[12,] 7.631268e-11 1.141592e-11 1.547224e-12 1.899818e-13 2.113419e-14
[13,] 1.901759e-10 3.069359e-11 4.488407e-12 5.946617e-13 7.137942e-14
[14,] 4.133450e-10 7.196349e-11 1.135306e-11 1.622853e-12 2.101801e-13
[15,] 7.839571e-10 1.471811e-10 2.504448e-11 3.861918e-12 5.396139e-13
[16,] 1.299210e-09 2.628158e-10 4.821057e-11 8.016920e-12 1.208249e-12
[17,] 1.890068e-09 4.109906e-10 8.114688e-11 1.453659e-11 2.361485e-12
[18,] 2.463231e-09 5.705185e-10 1.205011e-10 2.315963e-11 4.044397e-12
[19,] 3.160527e-09 7.508650e-10 1.651311e-10 3.341616e-11 6.193226e-12
[20,] 5.411162e-09 1.202752e-09 2.532681e-10 5.033182e-11 9.379911e-12
[21,] 1.596197e-08 3.297546e-09 6.342615e-10 1.144063e-10 1.947499e-11
[22,] 6.052696e-08 1.279648e-08 2.467978e-09 4.354952e-10 7.060196e-11
[23,] 2.222591e-07 5.012249e-08 1.025899e-08 1.906637e-09 3.220063e-10
[24,] 7.284919e-07 1.766835e-07 3.886868e-08 7.754805e-09 1.403118e-09
[25,] 2.098622e-06 5.477793e-07 1.297406e-07 2.787312e-08 5.430223e-09
[26,] 5.308739e-06 1.489723e-06 3.796371e-07 8.780752e-08 1.842485e-08
[27,] 1.183472e-05 3.563326e-06 9.755229e-07 2.426266e-07 5.478651e-08
[28,] 2.343157e-05 7.546969e-06 2.214069e-06 5.909415e-07 1.433587e-07
[29,] 4.183309e-05 1.435262e-05 4.495526e-06 1.283513e-06 3.336097e-07
[30,] 6.937036e-05 2.522835e-05 8.396378e-06 2.552810e-06 7.079537e-07
[31,] 1.126317e-04 4.328934e-05 1.524827e-05 4.914253e-06 1.446880e-06
[32,] 1.920716e-04 7.831670e-05 2.924443e-05 9.987543e-06 3.115838e-06
[33,] 3.594560e-04 1.571730e-04 6.277920e-05 2.288344e-05 7.605238e-06
[34,] 7.193749e-04 3.402295e-04 1.466068e-04 5.751298e-05 2.052736e-05
[35,] 1.438648e-03 7.371172e-04 3.434740e-04 1.454712e-04 5.597483e-05
[36,] 2.714612e-03 1.503290e-03 7.563889e-04 3.456344e-04 1.433880e-04
[37,] 4.680249e-03 2.792718e-03 1.513758e-03 7.450059e-04 3.328121e-04
[38,] 7.269447e-03 4.660306e-03 2.715045e-03 1.436572e-03 6.900634e-04
[39,] 1.013025e-02 6.955793e-03 4.345289e-03 2.467284e-03 1.272533e-03
[40,] 1.268989e-02 9.295071e-03 6.207917e-03 3.774273e-03 2.086587e-03
[41,] 1.438711e-02 1.117531e-02 7.944739e-03 5.155491e-03 3.047966e-03
[42,] 1.493861e-02 1.219789e-02 9.169089e-03 6.319250e-03 3.980812e-03
[43,] 1.444176e-02 1.225335e-02 9.645346e-03 7.006633e-03 4.676265e-03
[44,] 1.323236e-02 1.152555e-02 9.387594e-03 7.112752e-03 4.986604e-03
[45,] 1.163037e-02 1.031776e-02 8.600628e-03 6.716429e-03 4.891642e-03
[46,] 9.798203e-03 8.859683e-03 7.520338e-03 5.997356e-03 4.486584e-03
[47,] 7.801429e-03 7.254940e-03 6.295420e-03 5.117322e-03 3.905109e-03
[48,] 5.750223e-03 5.569823e-03 4.994078e-03 4.165464e-03 3.246627e-03
[49,] 3.846797e-03 3.927115e-03 3.684424e-03 3.190497e-03 2.562383e-03
[50,] 2.300829e-03 2.497563e-03 2.478291e-03 2.255005e-03 1.888901e-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  
    32.8634       0.1488  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/102di1229897824.ps tmp/102di1229897824.png")
> system("convert tmp/28bvy1229897824.ps tmp/28bvy1229897824.png")
> system("convert tmp/3iw1h1229897824.ps tmp/3iw1h1229897824.png")
> system("convert tmp/4be691229897824.ps tmp/4be691229897824.png")
> system("convert tmp/5e7xq1229897824.ps tmp/5e7xq1229897824.png")
> system("convert tmp/62i9k1229897824.ps tmp/62i9k1229897824.png")
> system("convert tmp/7gp651229897824.ps tmp/7gp651229897824.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.925   1.266   2.317