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

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Type '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
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> z <- c(1946.81,1765.9,1635.25,1833.42,1910.43,1959.67,1969.6,2061.41,2093.48,2120.88,2174.56,2196.72,2350.44,2440.25,2408.64,2472.81,2407.6,2454.62,2448.05,2497.84,2645.64,2756.76,2849.27,2921.44,3080.58,3106.22,3119.31,3061.26,3097.31,3161.69,3257.16,3277.01,3295.32,3363.99,3494.17,3667.03,3813.06,3917.96,3895.51,3733.22,3801.06,3570.12,3701.61,3862.27,3970.1,4138.52,4199.75,4290.89,4443.91,4502.64,4356.98,4591.27,4696.96,4621.4,4562.84,4202.52,4296.49,4435.23,4105.18,4116.68)
> y <- c(1.21,1.74,1.76,1.48,1.04,1.62,1.49,1.79,1.8,1.58,1.86,1.74,1.59,1.26,1.13,1.92,2.61,2.26,2.41,2.26,2.03,2.86,2.55,2.27,2.26,2.57,3.07,2.76,2.51,2.87,3.14,3.11,3.16,2.47,2.57,2.89,2.63,2.38,1.69,1.96,2.19,1.87,1.6,1.63,1.22,1.21,1.49,1.64,1.66,1.77,1.82,1.78,1.28,1.29,1.37,1.12,1.51,2.24,2.94,3.09)
> x <- c(99.29,98.69,107.92,101.03,97.55,103.02,94.08,94.12,115.08,116.48,103.42,112.51,95.55,97.53,119.26,100.94,97.73,115.25,92.8,99.2,118.69,110.12,110.26,112.9,102.17,99.38,116.1,103.77,101.81,113.74,89.67,99.5,122.89,108.61,114.37,110.5,104.08,103.64,121.61,101.14,115.97,120.12,95.97,105.01,124.68,123.89,123.61,114.76,108.75,106.09,123.17,106.16,115.18,120.6,109.48,114.44,121.44,129.48,124.32,112.59)
> par7 = 'Aandelen BEL20'
> par6 = 'Inflatiecijfer'
> par5 = 'Omzet consumptiegoederen'
> 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/18n8f1226054568.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/20to31226054568.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/3sue01226054568.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/4837v1226054568.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/5vebn1226054568.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  
   2.484297    -0.004286  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/664wa1226054568.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] 0.6760199 0.7341415 0.7922632 0.8503848 0.9085064 0.9666281 1.0247497
 [8] 1.0828713 1.1409930 1.1991146 1.2572363 1.3153579 1.3734795 1.4316012
[15] 1.4897228 1.5478444 1.6059661 1.6640877 1.7222094 1.7803310 1.8384526
[22] 1.8965743 1.9546959 2.0128175 2.0709392 2.1290608 2.1871825 2.2453041
[29] 2.3034257 2.3615474 2.4196690 2.4777906 2.5359123 2.5940339 2.6521556
[36] 2.7102772 2.7683988 2.8265205 2.8846421 2.9427637 3.0008854 3.0590070
[43] 3.1171287 3.1752503 3.2333719 3.2914936 3.3496152 3.4077368 3.4658585
[50] 3.5239801

$yords
 [1] 1092.177 1176.827 1261.477 1346.127 1430.778 1515.428 1600.078 1684.728
 [9] 1769.378 1854.028 1938.678 2023.328 2107.979 2192.629 2277.279 2361.929
[17] 2446.579 2531.229 2615.879 2700.529 2785.179 2869.830 2954.480 3039.130
[25] 3123.780 3208.430 3293.080 3377.730 3462.380 3547.031 3631.681 3716.331
[33] 3800.981 3885.631 3970.281 4054.931 4139.581 4224.231 4308.882 4393.532
[41] 4478.182 4562.832 4647.482 4732.132 4816.782 4901.432 4986.083 5070.733
[49] 5155.383 5240.033

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.585093e-04 2.610932e-04 4.078019e-04 6.042703e-04 8.500237e-04
 [2,] 2.283633e-04 3.767759e-04 5.895501e-04 8.753178e-04 1.234024e-03
 [3,] 3.142870e-04 5.192756e-04 8.138274e-04 1.210503e-03 1.710085e-03
 [4,] 4.147117e-04 6.859042e-04 1.076334e-03 1.603392e-03 2.269188e-03
 [5,] 5.272387e-04 8.723778e-04 1.369949e-03 2.042913e-03 2.895171e-03
 [6,] 6.498941e-04 1.074799e-03 1.687709e-03 2.517612e-03 3.570507e-03
 [7,] 7.826638e-04 1.292128e-03 2.026598e-03 3.021198e-03 4.284047e-03
 [8,] 9.287273e-04 1.528197e-03 2.390706e-03 3.557278e-03 5.037797e-03
 [9,] 1.094741e-03 1.792235e-03 2.792140e-03 4.140876e-03 5.849365e-03
[10,] 1.289702e-03 2.097131e-03 3.248532e-03 4.795055e-03 6.747639e-03
[11,] 1.522320e-03 2.455376e-03 3.777044e-03 5.542478e-03 7.761473e-03
[12,] 1.797290e-03 2.873360e-03 4.386002e-03 6.393629e-03 8.903777e-03
[13,] 2.111339e-03 3.345431e-03 5.066325e-03 7.334900e-03 1.015555e-02
[14,] 2.450175e-03 3.849497e-03 5.785408e-03 8.320369e-03 1.145511e-02
[15,] 2.787540e-03 4.345919e-03 6.485944e-03 9.270664e-03 1.269712e-02
[16,] 3.087320e-03 4.780965e-03 7.091310e-03 1.008091e-02 1.374368e-02
[17,] 3.308969e-03 5.095060e-03 7.517589e-03 1.063756e-02 1.444689e-02
[18,] 3.415492e-03 5.234588e-03 7.690315e-03 1.084121e-02 1.467882e-02
[19,] 3.382136e-03 5.164504e-03 7.562009e-03 1.063003e-02 1.436170e-02
[20,] 3.203213e-03 4.878059e-03 7.125450e-03 9.997185e-03 1.348991e-02
[21,] 2.894679e-03 4.400290e-03 6.418151e-03 8.996269e-03 1.213643e-02
[22,] 2.491321e-03 3.783683e-03 5.515949e-03 7.732296e-03 1.044063e-02
[23,] 2.039243e-03 3.097045e-03 4.517228e-03 6.340218e-03 8.580326e-03
[24,] 1.585997e-03 2.411010e-03 3.522529e-03 4.957406e-03 6.735944e-03
[25,] 1.171444e-03 1.784632e-03 2.615711e-03 3.698229e-03 5.057576e-03
[26,] 8.218391e-04 1.256717e-03 1.851769e-03 2.637591e-03 3.643491e-03
[27,] 5.482347e-04 8.434826e-04 1.253537e-03 1.806437e-03 2.534175e-03
[28,] 3.486717e-04 5.417983e-04 8.162635e-04 1.197934e-03 1.720309e-03
[29,] 2.125700e-04 3.356870e-04 5.168361e-04 7.800137e-04 1.159163e-03
[30,] 1.255097e-04 2.034319e-04 3.239027e-04 5.092245e-04 7.928435e-04
[31,] 7.306084e-05 1.232930e-04 2.060603e-04 3.420095e-04 5.632605e-04
[32,] 4.308529e-05 7.696501e-05 1.368426e-04 2.416340e-04 4.214148e-04
[33,] 2.659242e-05 5.088048e-05 9.663073e-05 1.808865e-04 3.310864e-04
[34,] 1.759655e-05 3.601359e-05 7.240008e-05 1.417760e-04 2.684967e-04
[35,] 1.248381e-05 2.693735e-05 5.637482e-05 1.136841e-04 2.198625e-04
[36,] 9.274476e-06 2.071240e-05 4.441873e-05 9.112049e-05 1.783662e-04
[37,] 6.992772e-06 1.592831e-05 3.463101e-05 7.173549e-05 1.414337e-04
[38,] 5.214505e-06 1.200820e-05 2.631445e-05 5.483881e-05 1.086695e-04
[39,] 3.781431e-06 8.764927e-06 1.930837e-05 4.042673e-05 8.047857e-05
[40,] 2.640740e-06 6.149953e-06 1.360837e-05 2.862339e-05 5.726881e-05
[41,] 1.766404e-06 4.131742e-06 9.185223e-06 1.942089e-05 3.909119e-05
[42,] 1.128556e-06 2.652369e-06 5.928389e-06 1.261352e-05 2.557619e-05
[43,] 6.877570e-07 1.625440e-06 3.656722e-06 7.839565e-06 1.603861e-05
[44,] 3.996002e-07 9.507530e-07 2.155688e-06 4.664039e-06 9.644561e-06
[45,] 2.213906e-07 5.309861e-07 1.215247e-06 2.658097e-06 5.566360e-06
[46,] 1.170297e-07 2.833735e-07 6.557561e-07 1.452750e-06 3.087065e-06
[47,] 5.908166e-08 1.446704e-07 3.391231e-07 7.624229e-07 1.647359e-06
[48,] 2.852109e-08 7.075097e-08 1.683168e-07 3.847752e-07 8.470184e-07
[49,] 1.318441e-08 3.319453e-08 8.029725e-08 1.869996e-07 4.201573e-07
[50,] 5.845288e-09 1.496392e-08 3.687258e-08 8.763080e-08 2.012847e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.136149e-03 1.444613e-03 1.749992e-03 2.023559e-03 2.238730e-03
 [2,] 1.653490e-03 2.108304e-03 2.562153e-03 2.973568e-03 3.303659e-03
 [3,] 2.296747e-03 2.936357e-03 3.579467e-03 4.168998e-03 4.650709e-03
 [4,] 3.054069e-03 3.914172e-03 4.785071e-03 5.591607e-03 6.261439e-03
 [5,] 3.903235e-03 5.012881e-03 6.143424e-03 7.199771e-03 8.089286e-03
 [6,] 4.819111e-03 6.198502e-03 7.610944e-03 8.940193e-03 1.007175e-02
 [7,] 5.783958e-03 7.445013e-03 9.151879e-03 1.076631e-02 1.215080e-02
 [8,] 6.796723e-03 8.746582e-03 1.075373e-02 1.265699e-02 1.429481e-02
 [9,] 7.876801e-03 1.012309e-02 1.243503e-02 1.462713e-02 1.651225e-02
[10,] 9.058886e-03 1.161448e-02 1.423979e-02 1.672287e-02 1.884882e-02
[11,] 1.037850e-02 1.326316e-02 1.621717e-02 1.899954e-02 2.136485e-02
[12,] 1.185142e-02 1.508845e-02 1.839106e-02 2.148695e-02 2.409745e-02
[13,] 1.345294e-02 1.706067e-02 2.072881e-02 2.415281e-02 2.701919e-02
[14,] 1.510422e-02 1.908402e-02 2.312010e-02 2.687733e-02 3.000827e-02
[15,] 1.667130e-02 2.099543e-02 2.537522e-02 2.945001e-02 3.284270e-02
[16,] 1.797983e-02 2.258297e-02 2.724658e-02 3.159329e-02 3.522456e-02
[17,] 1.884411e-02 2.362161e-02 2.847099e-02 3.301028e-02 3.683143e-02
[18,] 1.910498e-02 2.391947e-02 2.882404e-02 3.344642e-02 3.738369e-02
[19,] 1.866739e-02 2.336314e-02 2.817317e-02 3.274977e-02 3.671087e-02
[20,] 1.752736e-02 2.194982e-02 2.651506e-02 3.091356e-02 3.479908e-02
[21,] 1.577942e-02 1.979587e-02 2.398559e-02 2.808805e-02 3.180515e-02
[22,] 1.360099e-02 1.711775e-02 2.083782e-02 2.455635e-02 2.803177e-02
[23,] 1.121720e-02 1.418964e-02 1.739275e-02 2.067959e-02 2.386870e-02
[24,] 8.856215e-03 1.128944e-02 1.397653e-02 1.682628e-02 1.971620e-02
[25,] 6.707845e-03 8.648700e-03 1.086167e-02 1.330554e-02 1.591165e-02
[26,] 4.896481e-03 6.419503e-03 8.227691e-03 1.032176e-02 1.267877e-02
[27,] 3.473365e-03 4.664614e-03 6.148928e-03 7.959704e-03 1.011021e-02
[28,] 2.426420e-03 3.369103e-03 4.607611e-03 6.198776e-03 8.182302e-03
[29,] 1.700894e-03 2.465380e-03 3.523223e-03 4.946245e-03 6.791611e-03
[30,] 1.222526e-03 1.861649e-03 2.786317e-03 4.076189e-03 5.798335e-03
[31,] 9.167506e-04 1.465721e-03 2.287107e-03 3.462747e-03 5.063741e-03
[32,] 7.207182e-04 1.200082e-03 1.933745e-03 3.001540e-03 4.474379e-03
[33,] 5.881692e-04 1.008102e-03 1.659934e-03 2.618625e-03 3.952124e-03
[34,] 4.890802e-04 8.536781e-04 1.424542e-03 2.269974e-03 3.453320e-03
[35,] 4.065233e-04 7.173006e-04 1.206772e-03 1.935640e-03 2.961802e-03
[36,] 3.327015e-04 5.910073e-04 9.998940e-04 1.612137e-03 2.479844e-03
[37,] 2.653268e-04 4.736957e-04 8.053433e-04 1.305221e-03 2.019572e-03
[38,] 2.048237e-04 3.674419e-04 6.280149e-04 1.024059e-03 1.596013e-03
[39,] 1.524312e-04 2.749617e-04 4.729752e-04 7.771310e-04 1.222193e-03
[40,] 1.090967e-04 1.981240e-04 3.435343e-04 5.698275e-04 9.062841e-04
[41,] 7.499579e-05 1.373356e-04 2.404910e-04 4.035716e-04 6.506544e-04
[42,] 4.949382e-05 9.156347e-05 1.622671e-04 2.761243e-04 4.523989e-04
[43,] 3.136367e-05 5.873645e-05 1.055792e-04 1.826174e-04 3.048047e-04
[44,] 1.909618e-05 3.628048e-05 6.629816e-05 1.168373e-04 1.991348e-04
[45,] 1.118261e-05 2.160082e-05 4.021950e-05 7.237781e-05 1.262354e-04
[46,] 6.305842e-06 1.241100e-05 2.359579e-05 4.344765e-05 7.768477e-05
[47,] 3.428511e-06 6.889426e-06 1.339982e-05 2.528912e-05 4.642062e-05
[48,] 1.799549e-06 3.698594e-06 7.371218e-06 1.427768e-05 2.693192e-05
[49,] 9.127984e-07 1.921772e-06 3.929522e-06 7.818936e-06 1.516411e-05
[50,] 4.478013e-07 9.669049e-07 2.030226e-06 4.152087e-06 8.279846e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.376162e-03 2.426865e-03 2.392456e-03 0.0022829002 0.0021130051
 [2,] 3.523428e-03 3.618298e-03 3.588630e-03 0.0034467029 0.0032119795
 [3,] 4.983193e-03 5.144163e-03 5.131366e-03 0.0049587631 0.0046504601
 [4,] 6.738104e-03 6.989369e-03 7.008702e-03 0.0068106889 0.0064236283
 [5,] 8.738182e-03 9.102198e-03 9.168816e-03 0.0089520300 0.0084836727
 [6,] 1.091276e-02 1.140526e-02 1.152936e-02 0.0112975138 0.0107447300
 [7,] 1.319221e-02 1.381770e-02 1.399924e-02 0.0137476174 0.0131015724
 [8,] 1.553265e-02 1.628210e-02 1.650701e-02 0.0162175356 0.0154581996
 [9,] 1.793317e-02 1.878532e-02 1.902509e-02 0.0186642450 0.0177568306
[10,] 2.043587e-02 2.136240e-02 2.157813e-02 0.0210995015 0.0199951456
[11,] 2.310424e-02 2.407752e-02 2.422815e-02 0.0235801409 0.0222222039
[12,] 2.598380e-02 2.698503e-02 2.703777e-02 0.0261753703 0.0245110588
[13,] 2.905709e-02 3.008228e-02 3.002263e-02 0.0289205850 0.0269158239
[14,] 3.220939e-02 3.327120e-02 3.310989e-02 0.0317741744 0.0294284086
[15,] 3.521933e-02 3.634462e-02 3.611977e-02 0.0345944326 0.0319517374
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[29,] 0.0217601417 0.0208102295 0.019771293 0.018600316 0.017294995 0.015890846
[30,] 0.0227805479 0.0214836170 0.020126856 0.018672935 0.017117677 0.015492130
[31,] 0.0237478816 0.0221418519 0.020494423 0.018777073 0.016987311 0.015154527
[32,] 0.0245387162 0.0226828408 0.020795681 0.018858008 0.016870325 0.014861567
[33,] 0.0250733576 0.0230426516 0.020986818 0.018893850 0.016765877 0.014630310
[34,] 0.0253296591 0.0232037073 0.021059957 0.018889805 0.016693332 0.014493033
[35,] 0.0253393108 0.0231887441 0.021033570 0.018864322 0.016674024 0.014475147
[36,] 0.0251662515 0.0230411264 0.020933672 0.018830212 0.016711705 0.014574842
[37,] 0.0248737765 0.0227976034 0.020771532 0.018776307 0.016777126 0.014749799
[38,] 0.0244920905 0.0224635235 0.020526259 0.018656511 0.016802345 0.014915467
[39,] 0.0239988183 0.0220006010 0.020139971 0.018391811 0.016688451 0.014957060
[40,] 0.0233206015 0.0213330423 0.019529039 0.017886607 0.016326333 0.014753565
[41,] 0.0223561246 0.0203708432 0.018608647 0.017055194 0.015625158 0.014207655
[42,] 0.0210128481 0.0190423522 0.017322442 0.015849762 0.014539617 0.013272498
[43,] 0.0192445933 0.0173245538 0.015666752 0.014280153 0.013086731 0.011966713
[44,] 0.0170767806 0.0152603229 0.013700729 0.012418355 0.011346366 0.010372473
[45,] 0.0146105854 0.0129566548 0.011538873 0.010386146 0.009445279 0.008617446
[46,] 0.0120048357 0.0105646439 0.009328568 0.008330130 0.007530092 0.006846645
[47,] 0.0094421585 0.0082481019 0.007220092 0.006392207 0.005737772 0.005193016
[48,] 0.0070907943 0.0061509574 0.005338335 0.004684205 0.004172022 0.003754944
[49,] 0.0050738413 0.0043729320 0.003763850 0.003272917 0.002890937 0.002585481
[50,] 0.0034537244 0.0029590658 0.002526876 0.002177642 0.001906956 0.001693661
            [,37]       [,38]       [,39]        [,40]       [,41]        [,42]
 [1,] 0.001795649 0.001799207 0.001732815 0.0016078607 0.001440832 0.0012497135
 [2,] 0.002892506 0.002909670 0.002816905 0.0026308556 0.002375967 0.0020791568
 [3,] 0.004430257 0.004475605 0.004356985 0.0040970521 0.003729783 0.0032930813
 [4,] 0.006460185 0.006556096 0.006419542 0.0060790892 0.005578925 0.0049692684
 [5,] 0.008983657 0.009160488 0.009023447 0.0086056151 0.007960652 0.0071511864
 [6,] 0.011939956 0.012233800 0.012123006 0.0116422336 0.010852164 0.0098264483
 [7,] 0.015209221 0.015656700 0.015604415 0.0150842565 0.014159923 0.0129133804
 [8,] 0.018632698 0.019263242 0.019299937 0.0187667172 0.017725400 0.0162628914
 [9,] 0.022045065 0.022872441 0.023017559 0.0224912606 0.021348726 0.0196787268
[10,] 0.025306926 0.026322743 0.026576642 0.0260622560 0.024824542 0.0229522825
[11,] 0.028323568 0.029495472 0.029836058 0.0293193107 0.027978174 0.0259012322
[12,] 0.031041085 0.032317046 0.032703288 0.0321535238 0.030688587 0.0283979695
[13,] 0.033421504 0.034739283 0.035121154 0.0345013102 0.032889291 0.0303768677
[14,] 0.035409633 0.036708271 0.037039722 0.0363200431 0.034548105 0.0318182324
[15,] 0.036910047 0.038139188 0.038389117 0.0375591474 0.035637045 0.0327177962
[16,] 0.037789282 0.038913026 0.039069861 0.0381436133 0.036109264 0.0330581635
[17,] 0.037906952 0.038901511 0.038969842 0.0379818209 0.035897408 0.0327983558
[18,] 0.037165636 0.038012972 0.038004248 0.0369979731 0.034937525 0.0318889503
[19,] 0.035559655 0.036241061 0.036162939 0.0351767001 0.033209510 0.0303071615
[20,] 0.033201990 0.033695201 0.033544330 0.0325997555 0.030775414 0.0280951309
[21,] 0.030316788 0.030597958 0.030358898 0.0294561869 0.027795930 0.0253815243
[22,] 0.027198183 0.027247271 0.026897064 0.0260175535 0.024513836 0.0223731580
[23,] 0.024148683 0.023954966 0.023470371 0.0225841849 0.021207316 0.0193166899
[24,] 0.021417161 0.020981756 0.020345514 0.0194205909 0.018129205 0.0164439217
[25,] 0.019155384 0.018489498 0.017693220 0.0167024940 0.015454190 0.0139213914
[26,] 0.017404327 0.016524343 0.015567763 0.0144929047 0.013252287 0.0118225998
[27,] 0.016110696 0.015032767 0.013920891 0.0127527964 0.011495680 0.0101309984
[28,] 0.015164492 0.013901322 0.012641599 0.0113788522 0.010092746 0.0087691194
[29,] 0.014443313 0.013004443 0.011605386 0.0102520272 0.008933868 0.0076398766
[30,] 0.013849481 0.012244521 0.010715983 0.0092793650 0.007931696 0.0066637620
[31,] 0.013330951 0.011573826 0.009928060 0.0084169852 0.007043721 0.0058002225
[32,] 0.012883511 0.010995526 0.009247869 0.0076709189 0.006273630 0.0050496440
[33,] 0.012537430 0.010547754 0.008716242 0.0070803664 0.005655874 0.0044399419
[34,] 0.012334828 0.010278359 0.008382448 0.0066922094 0.005232103 0.0040058397
[35,] 0.012304781 0.010218549 0.008277792 0.0065358724 0.005028322 0.0037690034
[36,] 0.012442493 0.010362238 0.008395909 0.0066052737 0.005039025 0.0037246373
[37,] 0.012697668 0.010655876 0.008684024 0.0068515297 0.005221319 0.0038369262
[38,] 0.012975575 0.011001327 0.009046879 0.0071873450 0.005499327 0.0040431257
[39,] 0.013151756 0.011271799 0.009362585 0.0075017907 0.005777228 0.0042645066
[40,] 0.013097737 0.011337613 0.009506980 0.0076821050 0.005957788 0.0044213515
[41,] 0.012711303 0.011095507 0.009380626 0.0076373356 0.005962041 0.0044485370
[42,] 0.011942577 0.010493274 0.008931176 0.0073177142 0.005745241 0.0043079952
[43,] 0.010807723 0.009542352 0.008164671 0.0067244003 0.005304860 0.0039949331
[44,] 0.009385896 0.008314491 0.007142458 0.0059068878 0.004678540 0.0035362729
[45,] 0.007800580 0.006923812 0.005964972 0.0049491543 0.003932871 0.0029820145
[46,] 0.006191547 0.005500205 0.004747747 0.0039491031 0.003146661 0.0023923079
[47,] 0.004686182 0.004162306 0.003597017 0.0029975696 0.002393764 0.0018241097
[48,] 0.003378010 0.002997393 0.002591520 0.0021625414 0.001730046 0.0013209683
[49,] 0.002316864 0.002052259 0.001774130 0.0014817573 0.001187129 0.0009079895
[50,] 0.001510722 0.001335014 0.001153327 0.0009637133 0.000772969 0.0005920965
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 0.0010509729 0.0008577718 0.0006794344 0.0005217760 0.0003877733
 [2,] 0.0017654337 0.0014553412 0.0011641894 0.0009024233 0.0006763688
 [3,] 0.0028228286 0.0023494787 0.0018970060 0.0014831957 0.0011202421
 [4,] 0.0042988241 0.0036105720 0.0029403778 0.0023169751 0.0017619953
 [5,] 0.0062399325 0.0052848268 0.0043372381 0.0034412538 0.0026324978
 [6,] 0.0086420001 0.0073737507 0.0060923144 0.0048620151 0.0037376457
 [7,] 0.0114350499 0.0098184433 0.0081569969 0.0065400997 0.0050468218
 [8,] 0.0144820226 0.0124961614 0.0104247050 0.0083862227 0.0064881988
 [9,] 0.0175957062 0.0152341395 0.0127418903 0.0102694936 0.0079551297
[10,] 0.0205716660 0.0178397705 0.0149346977 0.0120400093 0.0093244445
[11,] 0.0232276945 0.0201390161 0.0168445265 0.0135601023 0.0104824808
[12,] 0.0254358689 0.0220098125 0.0183604885 0.0147338913 0.0113503661
[13,] 0.0271348154 0.0233975876 0.0194363084 0.0155238629 0.0118989771
[14,] 0.0283176509 0.0243067683 0.0200848148 0.0159476889 0.0121474226
[15,] 0.0290021448 0.0247727786 0.0203528513 0.0160568350 0.0121457287
[16,] 0.0291984798 0.0248283986 0.0202885861 0.0159068464 0.0119494968
[17,] 0.0288916253 0.0244813159 0.0199168992 0.0155330713 0.0115979315
[18,] 0.0280482860 0.0237142182 0.0192344564 0.0149427279 0.0111047476
[19,] 0.0266458124 0.0225072659 0.0182260514 0.0141259008 0.0104649059
[20,] 0.0247086747 0.0208710993 0.0168929250 0.0130785495 0.0096723006
[21,] 0.0223333161 0.0188727884 0.0152777407 0.0118248614 0.0087384629
[22,] 0.0196870203 0.0166403252 0.0134727380 0.0104271212 0.0077025218
[23,] 0.0169784517 0.0143416335 0.0116061262 0.0089779569 0.0066276329
[24,] 0.0144106832 0.0121462179 0.0098124004 0.0075786213 0.0055860015
[25,] 0.0121352651 0.0101853163 0.0081994895 0.0063132888 0.0046398181
[26,] 0.0102247796 0.0085263111 0.0068262394 0.0052303457 0.0038265726
[27,] 0.0086724824 0.0071698675 0.0056980302 0.0043374217 0.0031542420
[28,] 0.0074159269 0.0060680322 0.0047798273 0.0036102005 0.0026068207
[29,] 0.0063725236 0.0051534239 0.0040189880 0.0030093569 0.0021562570
[30,] 0.0054724328 0.0043670287 0.0033676719 0.0024977686 0.0017750298
[31,] 0.0046780198 0.0036751605 0.0027969674 0.0020517351 0.0014446321
[32,] 0.0039863842 0.0030723314 0.0022998433 0.0016637641 0.0011580028
[33,] 0.0034183661 0.0025727456 0.0018849499 0.0013383285 0.0009168120
[34,] 0.0030011712 0.0021964095 0.0015660388 0.0010841941 0.0007261716
[35,] 0.0027518276 0.0019559319 0.0013518742 0.0009070426 0.0005894785
[36,] 0.0026662902 0.0018479940 0.0012397999 0.0008047967 0.0005051466
[37,] 0.0027160220 0.0018508565 0.0012139594 0.0007663699 0.0004657386
[38,] 0.0028515544 0.0019272747 0.0012475426 0.0007732944 0.0004590742
[39,] 0.0030112499 0.0020311992 0.0013076796 0.0008031336 0.0004704985
[40,] 0.0031328802 0.0021163135 0.0013614605 0.0008335409 0.0004854999
[41,] 0.0031653642 0.0021444581 0.0013816997 0.0008460254 0.0004920602
[42,] 0.0030780055 0.0020921266 0.0013512726 0.0008287019 0.0004823121
[43,] 0.0028650540 0.0019536177 0.0012651649 0.0007775424 0.0004532568
[44,] 0.0025445520 0.0017401967 0.0011298722 0.0006959539 0.0004064730
[45,] 0.0021520021 0.0014756700 0.0009604469 0.0005928945 0.0003469671
[46,] 0.0017308784 0.0011897653 0.0007761072 0.0004801017 0.0002815062
[47,] 0.0013227889 0.0009112501 0.0005956670 0.0003692099 0.0002168913
[48,] 0.0009598789 0.0006625749 0.0004339556 0.0002694809 0.0001585911
[49,] 0.0006609985 0.0004571119 0.0002999336 0.0001865869 0.0001099979
[50,] 0.0004317494 0.0002990883 0.0001965849 0.0001225026 0.0000723394
             [,48]        [,49]        [,50]
 [1,] 2.782090e-04 1.921703e-04 1.274510e-04
 [2,] 4.888854e-04 3.398447e-04 2.265925e-04
 [3,] 8.151222e-04 5.698115e-04 3.816934e-04
 [4,] 1.289567e-03 9.058542e-04 6.092154e-04
 [5,] 1.936235e-03 1.365651e-03 9.214851e-04
 [6,] 2.760186e-03 1.953141e-03 1.321339e-03
 [7,] 3.738321e-03 2.651599e-03 1.797203e-03
 [8,] 4.815366e-03 3.420456e-03 2.320745e-03
 [9,] 5.908490e-03 4.198511e-03 2.849006e-03
[10,] 6.921425e-03 4.914289e-03 3.331626e-03
[11,] 7.765010e-03 5.501394e-03 3.721697e-03
[12,] 8.377555e-03 5.913975e-03 3.986853e-03
[13,] 8.737384e-03 6.136563e-03 4.116510e-03
[14,] 8.862395e-03 6.184222e-03 4.122274e-03
[15,] 8.796768e-03 6.092896e-03 4.031300e-03
[16,] 8.590645e-03 5.904056e-03 3.875363e-03
[17,] 8.281692e-03 5.650265e-03 3.680256e-03
[18,] 7.886278e-03 5.347543e-03 3.459771e-03
[19,] 7.403120e-03 4.996994e-03 3.216149e-03
[20,] 6.826143e-03 4.593640e-03 2.945823e-03
[21,] 6.159162e-03 4.137269e-03 2.646965e-03
[22,] 5.424806e-03 3.639708e-03 2.324961e-03
[23,] 4.663588e-03 3.125320e-03 1.993475e-03
[24,] 3.924207e-03 2.625117e-03 1.671125e-03
[25,] 3.250153e-03 2.167863e-03 1.375885e-03
[26,] 2.668813e-03 1.772427e-03 1.120019e-03
[27,] 2.187298e-03 1.444475e-03 9.076503e-04
[28,] 1.795633e-03 1.178134e-03 7.355159e-04
[29,] 1.474733e-03 9.610289e-04 5.959767e-04
[30,] 1.205134e-03 7.800465e-04 4.806223e-04
[31,] 9.730959e-04 6.254967e-04 3.829693e-04
[32,] 7.725725e-04 4.926118e-04 2.995253e-04
[33,] 6.036015e-04 3.806636e-04 2.293521e-04
[34,] 4.688405e-04 2.908142e-04 1.728023e-04
[35,] 3.701264e-04 2.239269e-04 1.301932e-04
[36,] 3.062796e-04 1.791514e-04 1.009340e-04
[37,] 2.725104e-04 1.535251e-04 8.326427e-05
[38,] 2.611245e-04 1.423926e-04 7.448677e-05
[39,] 2.629591e-04 1.402697e-04 7.145990e-05
[40,] 2.689976e-04 1.417949e-04 7.113307e-05
[41,] 2.717713e-04 1.425292e-04 7.098271e-05
[42,] 2.663102e-04 1.394749e-04 6.928260e-05
[43,] 2.505275e-04 1.312682e-04 6.519292e-05
[44,] 2.250260e-04 1.180546e-04 5.868357e-05
[45,] 1.924247e-04 1.011107e-04 5.033046e-05
[46,] 1.564035e-04 8.232180e-05 4.104205e-05
[47,] 1.207188e-04 6.364745e-05 3.178338e-05
[48,] 8.842299e-05 4.669817e-05 2.335743e-05
[49,] 6.143318e-05 3.249764e-05 1.628078e-05
[50,] 4.046745e-05 2.144144e-05 1.075883e-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  
    3143.59        37.30  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7r71j1226054568.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]  82.96791  84.05391  85.13991  86.22592  87.31192  88.39793  89.48393
 [8]  90.56993  91.65594  92.74194  93.82795  94.91395  95.99995  97.08596
[15]  98.17196  99.25796 100.34397 101.42997 102.51598 103.60198 104.68798
[22] 105.77399 106.85999 107.94599 109.03200 110.11800 111.20401 112.29001
[29] 113.37601 114.46202 115.54802 116.63402 117.72003 118.80603 119.89204
[36] 120.97804 122.06404 123.15005 124.23605 125.32205 126.40806 127.49406
[43] 128.58007 129.66607 130.75207 131.83808 132.92408 134.01009 135.09609
[50] 136.18209

$yords
 [1] 1092.177 1176.827 1261.477 1346.127 1430.778 1515.428 1600.078 1684.728
 [9] 1769.378 1854.028 1938.678 2023.328 2107.979 2192.629 2277.279 2361.929
[17] 2446.579 2531.229 2615.879 2700.529 2785.179 2869.830 2954.480 3039.130
[25] 3123.780 3208.430 3293.080 3377.730 3462.380 3547.031 3631.681 3716.331
[33] 3800.981 3885.631 3970.281 4054.931 4139.581 4224.231 4308.882 4393.532
[41] 4478.182 4562.832 4647.482 4732.132 4816.782 4901.432 4986.083 5070.733
[49] 5155.383 5240.033

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.105948e-05 1.561149e-05 2.092234e-05 2.665796e-05 3.236874e-05
 [2,] 1.706361e-05 2.449910e-05 3.344806e-05 4.344701e-05 5.377074e-05
 [3,] 2.507718e-05 3.648375e-05 5.058606e-05 6.684020e-05 8.421697e-05
 [4,] 3.531106e-05 5.185084e-05 7.273725e-05 9.745339e-05 1.247184e-04
 [5,] 4.788778e-05 7.073568e-05 1.000095e-04 1.353530e-04 1.753671e-04
 [6,] 6.276289e-05 9.308225e-05 1.322360e-04 1.801175e-04 2.353617e-04
 [7,] 7.956447e-05 1.184926e-04 1.689053e-04 2.309159e-04 3.032472e-04
 [8,] 9.739333e-05 1.459557e-04 2.088969e-04 2.863838e-04 3.770789e-04
 [9,] 1.147132e-04 1.735810e-04 2.500755e-04 3.441971e-04 4.541974e-04
[10,] 1.294899e-04 1.985766e-04 2.890172e-04 4.005416e-04 5.305961e-04
[11,] 1.396557e-04 2.176852e-04 3.212404e-04 4.499654e-04 6.003331e-04
[12,] 1.437981e-04 2.280836e-04 3.421549e-04 4.860985e-04 6.557180e-04
[13,] 1.417948e-04 2.284539e-04 3.485428e-04 5.033294e-04 6.887762e-04
[14,] 1.350607e-04 2.197298e-04 3.399799e-04 4.989112e-04 6.937758e-04
[15,] 1.262021e-04 2.050723e-04 3.194608e-04 4.745270e-04 6.698129e-04
[16,] 1.181331e-04 1.889352e-04 2.927530e-04 4.363992e-04 6.221198e-04
[17,] 1.129897e-04 1.755209e-04 2.665755e-04 3.936200e-04 5.611726e-04
[18,] 1.113117e-04 1.672561e-04 2.462872e-04 3.552263e-04 4.996635e-04
[19,] 1.118754e-04 1.639673e-04 2.340703e-04 3.272044e-04 4.484654e-04
[20,] 1.122706e-04 1.631341e-04 2.284098e-04 3.107112e-04 4.132709e-04
[21,] 1.099541e-04 1.610986e-04 2.250802e-04 3.022564e-04 3.933174e-04
[22,] 1.032879e-04 1.546464e-04 2.191314e-04 2.956677e-04 3.826318e-04
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[35,] 1.945206e-03 1.884681e-03 1.786288e-03 1.659016e-03 1.511863e-03
[36,] 2.045238e-03 1.995814e-03 1.892924e-03 1.748639e-03 1.577270e-03
[37,] 2.095141e-03 2.072637e-03 1.981338e-03 1.833420e-03 1.646664e-03
[38,] 2.067129e-03 2.083775e-03 2.020400e-03 1.885924e-03 1.698541e-03
[39,] 1.948078e-03 2.008786e-03 1.985380e-03 1.880762e-03 1.710117e-03
[40,] 1.743969e-03 1.844824e-03 1.865850e-03 1.802589e-03 1.664395e-03
[41,] 1.477971e-03 1.607425e-03 1.668805e-03 1.650740e-03 1.555308e-03
[42,] 1.183289e-03 1.325507e-03 1.416186e-03 1.439072e-03 1.389228e-03
[43,] 8.939086e-04 1.032920e-03 1.138217e-03 1.191551e-03 1.182718e-03
[44,] 6.367373e-04 7.599495e-04 8.653753e-04 9.356240e-04 9.578030e-04
[45,] 4.274324e-04 5.275168e-04 6.218095e-04 6.958460e-04 7.366275e-04
[46,] 2.702653e-04 3.452434e-04 4.218761e-04 4.895674e-04 5.371378e-04
[47,] 1.608606e-04 2.128624e-04 2.699755e-04 3.253804e-04 3.706799e-04
[48,] 9.004952e-05 1.235145e-04 1.627500e-04 2.039597e-04 2.415995e-04
[49,] 4.736212e-05 6.736782e-05 9.228472e-05 1.203587e-04 1.483897e-04
[50,] 2.337576e-05 3.449048e-05 4.914037e-05 6.673314e-05 8.568645e-05
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.952613e-09 5.635738e-10 1.528045e-10 3.899943e-11 9.396246e-12
 [2,] 5.902196e-09 1.793854e-09 5.131846e-10 1.385661e-10 3.544620e-11
 [3,] 1.683620e-08 5.398545e-09 1.633488e-09 4.680831e-10 1.276356e-10
 [4,] 4.541449e-08 1.539722e-08 4.941845e-09 1.508421e-09 4.403697e-10
 [5,] 1.161004e-07 4.172937e-08 1.425549e-08 4.654101e-09 1.461143e-09
 [6,] 2.820295e-07 1.078018e-07 3.934900e-08 1.379823e-08 4.675756e-09
 [7,] 6.530421e-07 2.663995e-07 1.043060e-07 3.942517e-08 1.445085e-08
 [8,] 1.446682e-06 6.320889e-07 2.663531e-07 1.087385e-07 4.310425e-08
 [9,] 3.078277e-06 1.444778e-06 6.564271e-07 2.894001e-07 1.237370e-07
[10,] 6.314170e-06 3.188112e-06 1.561290e-06 7.413893e-07 3.403053e-07
[11,] 1.251583e-05 6.793535e-06 3.576195e-06 1.820563e-06 8.918364e-07
[12,] 2.398622e-05 1.395348e-05 7.857960e-06 4.263352e-06 2.215120e-06
[13,] 4.436910e-05 2.752334e-05 1.648266e-05 9.471458e-06 5.189320e-06
[14,] 7.893237e-05 5.189290e-05 3.283922e-05 1.986915e-05 1.142175e-05
[15,] 1.344186e-04 9.306555e-05 6.186684e-05 3.921146e-05 2.355115e-05
[16,] 2.180748e-04 1.580756e-04 1.098183e-04 7.260058e-05 4.540613e-05
[17,] 3.356329e-04 2.534362e-04 1.832120e-04 1.258967e-04 8.176635e-05
[18,] 4.884869e-04 3.826582e-04 2.868501e-04 2.043045e-04 1.374819e-04
[19,] 6.709855e-04 5.434787e-04 4.212610e-04 3.102522e-04 2.159026e-04
[20,] 8.692473e-04 7.260024e-04 5.804928e-04 4.411853e-04 3.169557e-04
[21,] 1.062756e-03 9.130692e-04 7.514920e-04 5.883020e-04 4.356216e-04
[22,] 1.229010e-03 1.083516e-03 9.159784e-04 7.372195e-04 5.617185e-04
[23,] 1.349965e-03 1.217719e-03 1.054751e-03 8.709149e-04 6.815656e-04
[24,] 1.417785e-03 1.303477e-03 1.153112e-03 9.742211e-04 7.813089e-04
[25,] 1.437192e-03 1.339734e-03 1.205255e-03 1.038228e-03 8.507996e-04
[26,] 1.423067e-03 1.336293e-03 1.215645e-03 1.062716e-03 8.864549e-04
[27,] 1.394182e-03 1.309480e-03 1.196657e-03 1.055497e-03 8.918354e-04
[28,] 1.366015e-03 1.275714e-03 1.163490e-03 1.028928e-03 8.756805e-04
[29,] 1.346177e-03 1.246043e-03 1.128769e-03 9.952504e-04 8.483512e-04
[30,] 1.334473e-03 1.224153e-03 1.099283e-03 9.629005e-04 8.183577e-04
[31,] 1.327010e-03 1.208340e-03 1.076090e-03 9.352922e-04 7.904705e-04
[32,] 1.321433e-03 1.195724e-03 1.057255e-03 9.121281e-04 7.659194e-04
[33,] 1.319966e-03 1.185869e-03 1.041178e-03 8.919255e-04 7.440113e-04
[34,] 1.328509e-03 1.181668e-03 1.028422e-03 8.740406e-04 7.238787e-04
[35,] 1.352530e-03 1.187241e-03 1.021210e-03 8.591297e-04 7.053345e-04
[36,] 1.392257e-03 1.204354e-03 1.021252e-03 8.481571e-04 6.886293e-04
[37,] 1.439947e-03 1.229595e-03 1.027480e-03 8.409109e-04 6.736515e-04
[38,] 1.480686e-03 1.253880e-03 1.035051e-03 8.350772e-04 6.593054e-04
[39,] 1.496421e-03 1.264569e-03 1.036160e-03 8.263980e-04 6.434863e-04
[40,] 1.471444e-03 1.249170e-03 1.022201e-03 8.097591e-04 6.235992e-04
[41,] 1.397126e-03 1.199065e-03 9.862726e-04 7.806296e-04 5.972727e-04
[42,] 1.274244e-03 1.111872e-03 9.250514e-04 7.362371e-04 5.629161e-04
[43,] 1.112397e-03 9.918257e-04 8.394864e-04 6.761306e-04 5.199600e-04
[44,] 9.271567e-04 8.484188e-04 7.343610e-04 6.021350e-04 4.688376e-04
[45,] 7.362109e-04 6.940453e-04 6.171297e-04 5.179273e-04 4.108820e-04
[46,] 5.557482e-04 5.414686e-04 4.964891e-04 4.284650e-04 3.482607e-04
[47,] 3.978924e-04 4.016796e-04 3.809761e-04 3.393470e-04 2.839091e-04
[48,] 2.694940e-04 2.824382e-04 2.777384e-04 2.560747e-04 2.213100e-04
[49,] 1.722045e-04 1.876172e-04 1.916012e-04 1.832332e-04 1.640068e-04
[50,] 1.035277e-04 1.173594e-04 1.246024e-04 1.237656e-04 1.149320e-04
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.145528e-12 4.667236e-13 9.734813e-14 1.960751e-14 3.838842e-15
 [2,] 8.633346e-12 2.014499e-12 4.534333e-13 9.908479e-14 2.111379e-14
 [3,] 3.331494e-11 8.379172e-12 2.043558e-12 4.854315e-13 1.124519e-13
 [4,] 1.237528e-10 3.368247e-11 8.918866e-12 2.300971e-12 5.771583e-13
 [5,] 4.437773e-10 1.309806e-10 3.763142e-11 1.050587e-11 2.836490e-12
 [6,] 1.538087e-09 4.920690e-10 1.528859e-10 4.592953e-11 1.325822e-11
 [7,] 5.147086e-09 1.779478e-09 5.947379e-10 1.910167e-10 5.856980e-11
 [8,] 1.657713e-08 6.162175e-09 2.201541e-09 7.511174e-10 2.432389e-10
 [9,] 5.113385e-08 2.031287e-08 7.708679e-09 2.777906e-09 9.456450e-10
[10,] 1.502104e-07 6.337089e-08 2.540027e-08 9.622248e-09 3.430648e-09
[11,] 4.178752e-07 1.861586e-07 7.843187e-08 3.111734e-08 1.158708e-08
[12,] 1.095456e-06 5.128256e-07 2.262422e-07 9.373439e-08 3.637685e-08
[13,] 2.695250e-06 1.320693e-06 6.082738e-07 2.625919e-07 1.060400e-07
[14,] 6.205141e-06 3.172704e-06 1.521992e-06 6.834632e-07 2.868361e-07
[15,] 1.333983e-05 7.099672e-06 3.540939e-06 1.651824e-06 7.197620e-07
[16,] 2.674507e-05 1.478744e-05 7.656608e-06 3.706387e-06 1.675434e-06
[17,] 4.997805e-05 2.866096e-05 1.538736e-05 7.722143e-06 3.618653e-06
[18,] 8.704777e-05 5.170459e-05 2.875128e-05 1.494552e-05 7.255153e-06
[19,] 1.413851e-04 8.687330e-05 4.998257e-05 2.688925e-05 1.351223e-05
[20,] 2.143647e-04 1.360875e-04 8.092874e-05 4.501731e-05 2.339925e-05
[21,] 3.038507e-04 1.990534e-04 1.222166e-04 7.022638e-05 3.772408e-05
[22,] 4.034836e-04 2.723981e-04 1.724724e-04 1.022604e-04 5.671373e-05
[23,] 5.033359e-04 3.496710e-04 2.280018e-04 1.393151e-04 7.967729e-05
[24,] 5.920615e-04 4.225064e-04 2.832580e-04 1.781030e-04 1.048971e-04
[25,] 6.599298e-04 4.827236e-04 3.321095e-04 2.145013e-04 1.298848e-04
[26,] 7.015771e-04 5.246132e-04 3.695101e-04 2.446249e-04 1.519839e-04
[27,] 7.172931e-04 5.464519e-04 3.928942e-04 2.659165e-04 1.691107e-04
[28,] 7.122756e-04 5.505775e-04 4.026807e-04 2.777747e-04 1.803165e-04
[29,] 6.942452e-04 5.420285e-04 4.016778e-04 2.814382e-04 1.859112e-04
[30,] 6.705869e-04 5.264494e-04 3.937181e-04 2.792123e-04 1.871007e-04
[31,] 6.463191e-04 5.082699e-04 3.822222e-04 2.734541e-04 1.853469e-04
[32,] 6.236055e-04 4.899022e-04 3.693460e-04 2.658236e-04 1.817895e-04
[33,] 6.025988e-04 4.720401e-04 3.559516e-04 2.570917e-04 1.770015e-04
[34,] 5.827417e-04 4.545301e-04 3.421410e-04 2.474309e-04 1.711159e-04
[35,] 5.636460e-04 4.371159e-04 3.278350e-04 2.368474e-04 1.641305e-04
[36,] 5.452093e-04 4.196723e-04 3.130244e-04 2.254208e-04 1.561292e-04
[37,] 5.272481e-04 4.020437e-04 2.976884e-04 2.132686e-04 1.472910e-04
[38,] 5.091576e-04 3.838561e-04 2.816488e-04 2.004027e-04 1.377629e-04
[39,] 4.899189e-04 3.645708e-04 2.646068e-04 1.867026e-04 1.275743e-04
[40,] 4.684078e-04 3.437472e-04 2.463752e-04 1.720779e-04 1.167060e-04
[41,] 4.437462e-04 3.212837e-04 2.271115e-04 1.566901e-04 1.052609e-04
[42,] 4.154711e-04 2.974378e-04 2.073474e-04 1.410418e-04 9.359023e-05
[43,] 3.834774e-04 2.726132e-04 1.877687e-04 1.258395e-04 8.225535e-05
[44,] 3.478648e-04 2.470735e-04 1.688817e-04 1.117047e-04 7.183537e-05
[45,] 3.088731e-04 2.207904e-04 1.507729e-04 9.890454e-05 6.269287e-05
[46,] 2.670038e-04 1.935475e-04 1.331115e-04 8.725949e-05 5.483416e-05
[47,] 2.232620e-04 1.652573e-04 1.153988e-04 7.627508e-05 4.793782e-05
[48,] 1.793156e-04 1.363056e-04 9.733166e-05 6.542642e-05 4.153052e-05
[49,] 1.373728e-04 1.076981e-04 7.907848e-05 5.444550e-05 3.521640e-05
[50,] 9.974488e-05 8.089276e-05 6.131805e-05 4.346828e-05 2.884777e-05

> 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  
   -1801.95        46.05  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/18n8f1226054568.ps tmp/18n8f1226054568.png")
> system("convert tmp/20to31226054568.ps tmp/20to31226054568.png")
> system("convert tmp/3sue01226054568.ps tmp/3sue01226054568.png")
> system("convert tmp/4837v1226054568.ps tmp/4837v1226054568.png")
> system("convert tmp/5vebn1226054568.ps tmp/5vebn1226054568.png")
> system("convert tmp/664wa1226054568.ps tmp/664wa1226054568.png")
> system("convert tmp/7r71j1226054568.ps tmp/7r71j1226054568.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.316   1.406   6.322