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

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> z <- c(98.6,98,106.8,96.6,100.1,107.7,91.5,97.8,107.4,117.5,105.6,97.4,99.5,98,104.3,100.6,101.1,103.9,96.9,95.5,108.4,117,103.8,100.8,110.6,104,112.6,107.3,98.9,109.8,104.9,102.2,123.9,124.9,112.7,121.9,100.6,104.3,120.4,107.5,102.9,125.6,107.5,108.8,128.4,121.1,119.5,128.7,108.7,105.5,119.8,111.3,110.6,120.1,97.5,107.7,127.3,117.2,119.8,116.2,111,112.4,130.6,109.1,118.8,123.9,101.6,112.8,128,129.6,125.8,119.5,115.7,113.6,129.7,112,116.8,127,112.1,114.2,121.1,131.6,125,120.4,117.7)
> y <- c(119.5,125,145,105.3,116.9,120.1,88.9,78.4,114.6,113.3,117,99.6,99.4,101.9,115.2,108.5,113.8,121,92.2,90.2,101.5,126.6,93.9,89.8,93.4,101.5,110.4,105.9,108.4,113.9,86.1,69.4,101.2,100.5,98,106.6,90.1,96.9,125.9,112,100,123.9,79.8,83.4,113.6,112.9,104,109.9,99,106.3,128.9,111.1,102.9,130,87,87.5,117.6,103.4,110.8,112.6,102.5,112.4,135.6,105.1,127.7,137,91,90.5,122.4,123.3,124.3,120,118.1,119,142.7,123.6,129.6,151.6,110.4,99.2,130.5,136.2,129.7,128,121.6)
> x <- c(103.1,100.6,103.1,95.5,90.5,90.9,88.8,90.7,94.3,104.6,111.1,110.8,107.2,99,99,91,96.2,96.9,96.2,100.1,99,115.4,106.9,107.1,99.3,99.2,108.3,105.6,99.5,107.4,93.1,88.1,110.7,113.1,99.6,93.6,98.6,99.6,114.3,107.8,101.2,112.5,100.5,93.9,116.2,112,106.4,95.7,96,95.8,103,102.2,98.4,111.4,86.6,91.3,107.9,101.8,104.4,93.4,100.1,98.5,112.9,101.4,107.1,110.8,90.3,95.5,111.4,113,107.5,95.9,106.3,105.2,117.2,106.9,108.2,113,97.2,99.9,108.1,118.1,109.1,93.3,112.1)
> par7 = 'Consumptiegoederen'
> par6 = 'Investeringsgoederen'
> par5 = 'Intermediaire goederen'
> 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/17ci71226588606.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/2558r1226588606.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/3r0nf1226588606.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/4wf6q1226588607.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/544n81226588607.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  
    -13.773        1.211  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/65wg41226588607.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]  57.40787  59.57490  61.74192  63.90895  66.07597  68.24300  70.41002
 [8]  72.57705  74.74408  76.91110  79.07813  81.24515  83.41218  85.57920
[15]  87.74623  89.91326  92.08028  94.24731  96.41433  98.58136 100.74838
[22] 102.91541 105.08244 107.24946 109.41649 111.58351 113.75054 115.91756
[29] 118.08459 120.25162 122.41864 124.58567 126.75269 128.91972 131.08674
[36] 133.25377 135.42080 137.58782 139.75485 141.92187 144.08890 146.25592
[43] 148.42295 150.58998 152.75700 154.92403 157.09105 159.25808 161.42510
[50] 163.59213

$yords
 [1]  84.58930  85.68974  86.79017  87.89061  88.99105  90.09148  91.19192
 [8]  92.29236  93.39279  94.49323  95.59367  96.69410  97.79454  98.89498
[15]  99.99541 101.09585 102.19629 103.29672 104.39716 105.49760 106.59803
[22] 107.69847 108.79891 109.89934 110.99978 112.10022 113.20066 114.30109
[29] 115.40153 116.50197 117.60240 118.70284 119.80328 120.90371 122.00415
[36] 123.10459 124.20502 125.30546 126.40590 127.50633 128.60677 129.70721
[43] 130.80764 131.90808 133.00852 134.10895 135.20939 136.30983 137.41026
[50] 138.51070

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.408637e-04 2.168367e-04 3.193431e-04 4.546917e-04 6.362560e-04
 [2,] 2.165415e-04 3.347259e-04 4.949455e-04 7.000099e-04 9.556833e-04
 [3,] 3.262028e-04 4.994096e-04 7.402403e-04 1.050888e-03 1.427199e-03
 [4,] 4.942203e-04 7.337561e-04 1.075135e-03 1.527363e-03 2.081058e-03
 [5,] 7.653907e-04 1.085608e-03 1.544023e-03 2.166005e-03 2.948968e-03
 [6,] 1.202561e-03 1.633200e-03 2.231501e-03 3.045677e-03 4.094628e-03
 [7,] 1.865819e-03 2.468946e-03 3.256929e-03 4.298427e-03 5.642992e-03
 [8,] 2.772335e-03 3.653397e-03 4.730219e-03 6.077097e-03 7.769786e-03
 [9,] 3.852368e-03 5.150459e-03 6.671073e-03 8.468745e-03 1.062333e-02
[10,] 4.932160e-03 6.779495e-03 8.926436e-03 1.138138e-02 1.419230e-02
[11,] 5.771328e-03 8.229627e-03 1.114560e-02 1.447063e-02 1.818529e-02
[12,] 6.152124e-03 9.156025e-03 1.286038e-02 1.717966e-02 2.201415e-02
[13,] 5.976679e-03 9.322381e-03 1.365813e-02 1.891448e-02 2.493935e-02
[14,] 5.312105e-03 8.708574e-03 1.336133e-02 1.928446e-02 2.634080e-02
[15,] 4.353525e-03 7.513989e-03 1.210346e-02 1.827121e-02 2.597602e-02
[16,] 3.331060e-03 6.055561e-03 1.025215e-02 1.621858e-02 2.406910e-02
[17,] 2.420957e-03 4.629932e-03 8.234340e-03 1.365424e-02 2.117528e-02
[18,] 1.707011e-03 3.421976e-03 6.376659e-03 1.106480e-02 1.791833e-02
[19,] 1.195081e-03 2.493479e-03 4.842278e-03 8.758039e-03 1.477087e-02
[20,] 8.511626e-04 1.826304e-03 3.662263e-03 6.857036e-03 1.198567e-02
[21,] 6.326584e-04 1.372210e-03 2.802032e-03 5.372669e-03 9.655277e-03
[22,] 5.017446e-04 1.080392e-03 2.208414e-03 4.272557e-03 7.800315e-03
[23,] 4.266527e-04 9.034116e-04 1.823658e-03 3.506727e-03 6.410440e-03
[24,] 3.804593e-04 7.960550e-04 1.583799e-03 3.003781e-03 5.435945e-03
[25,] 3.420084e-04 7.174405e-04 1.421018e-03 2.669367e-03 4.773635e-03
[26,] 2.982192e-04 6.370454e-04 1.275115e-03 2.402435e-03 4.281102e-03
[27,] 2.452042e-04 5.399904e-04 1.107288e-03 2.122214e-03 3.818405e-03
[28,] 1.866798e-04 4.274718e-04 9.072391e-04 1.789688e-03 3.293021e-03
[29,] 1.301088e-04 3.116049e-04 6.893985e-04 1.411907e-03 2.683775e-03
[30,] 8.241896e-05 2.072831e-04 4.804526e-04 1.027862e-03 2.033481e-03
[31,] 4.723109e-05 1.250994e-04 3.048665e-04 6.843156e-04 1.416726e-03
[32,] 2.441216e-05 6.824266e-05 1.753183e-04 4.142425e-04 9.010740e-04
[33,] 1.136103e-05 3.357621e-05 9.112292e-05 2.272216e-04 5.209582e-04
[34,] 4.758186e-06 1.488944e-05 4.276572e-05 1.127925e-04 2.733122e-04
[35,] 1.794982e-06 5.956671e-06 1.814089e-05 5.072000e-05 1.302417e-04
[36,] 6.115922e-07 2.156504e-06 6.979481e-06 2.074090e-05 5.661507e-05
[37,] 1.892271e-07 7.108178e-07 2.452198e-06 7.772015e-06 2.263945e-05
[38,] 5.364598e-08 2.154672e-07 7.955338e-07 2.701125e-06 8.437595e-06
[39,] 1.412211e-08 6.093190e-08 2.419659e-07 8.846960e-07 2.979323e-06
[40,] 3.510056e-09 1.635050e-08 7.017714e-08 2.775927e-07 1.012131e-06
[41,] 8.370881e-10 4.225319e-09 1.966047e-08 8.432568e-08 3.333543e-07
[42,] 1.932855e-10 1.057884e-09 5.334720e-09 2.477995e-08 1.059893e-07
[43,] 4.309405e-11 2.550571e-10 1.389244e-09 6.961098e-09 3.207498e-08
[44,] 9.156824e-12 5.833814e-11 3.415805e-10 1.837456e-09 9.077779e-09
[45,] 1.822488e-12 1.244037e-11 7.795382e-11 4.482971e-10 2.365451e-09
[46,] 3.344190e-13 2.436755e-12 1.628597e-11 9.982124e-11 5.610099e-10
[47,] 5.590607e-14 4.337359e-13 3.084914e-12 2.011257e-11 1.201863e-10
[48,] 8.447482e-15 6.966878e-14 5.265756e-13 3.647278e-12 2.314915e-11
[49,] 1.148042e-15 1.005520e-14 8.069622e-14 5.933763e-13 3.997643e-12
[50,] 1.399184e-16 1.300717e-15 1.107828e-14 8.644410e-14 6.179597e-13
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.886905e-04 1.246338e-03 1.740829e-03 2.378180e-03 3.114638e-03
 [2,] 1.279525e-03 1.707701e-03 2.290441e-03 3.069235e-03 4.039525e-03
 [3,] 1.869005e-03 2.396003e-03 3.058111e-03 3.925239e-03 5.048629e-03
 [4,] 2.713994e-03 3.411181e-03 4.191833e-03 5.123585e-03 6.302028e-03
 [5,] 3.856060e-03 4.830611e-03 5.832788e-03 6.881898e-03 8.072667e-03
 [6,] 5.345344e-03 6.710750e-03 8.081733e-03 9.388557e-03 1.066068e-02
 [7,] 7.283009e-03 9.127756e-03 1.101470e-02 1.277067e-02 1.430480e-02
 [8,] 9.838932e-03 1.222038e-02 1.473444e-02 1.712432e-02 1.915802e-02
 [9,] 1.319743e-02 1.617166e-02 1.938972e-02 2.255669e-02 2.532006e-02
[10,] 1.742380e-02 2.109453e-02 2.509775e-02 2.915285e-02 3.283921e-02
[11,] 2.230868e-02 2.686044e-02 3.177940e-02 3.683758e-02 4.161233e-02
[12,] 2.729204e-02 3.297480e-02 3.900515e-02 4.521193e-02 5.122726e-02
[13,] 3.155485e-02 3.860816e-02 4.597562e-02 5.350069e-02 6.089056e-02
[14,] 3.428142e-02 4.281999e-02 5.169813e-02 6.069373e-02 6.955210e-02
[15,] 3.497751e-02 4.489458e-02 5.530699e-02 6.584417e-02 7.620117e-02
[16,] 3.366397e-02 4.461448e-02 5.637462e-02 6.838424e-02 8.018775e-02
[17,] 3.082558e-02 4.230857e-02 5.504017e-02 6.829506e-02 8.140411e-02
[18,] 2.715569e-02 3.864847e-02 5.187839e-02 6.603459e-02 8.023623e-02
[19,] 2.327181e-02 3.433596e-02 4.759861e-02 6.226826e-02 7.731462e-02
[20,] 1.956921e-02 2.988398e-02 4.277545e-02 5.757551e-02 7.320765e-02
[21,] 1.624628e-02 2.559131e-02 3.776776e-02 5.231757e-02 6.824293e-02
[22,] 1.340481e-02 2.164535e-02 3.281426e-02 4.671649e-02 6.255677e-02
[23,] 1.111083e-02 1.820973e-02 2.815718e-02 4.102142e-02 5.629805e-02
[24,] 9.381786e-03 1.541527e-02 2.405813e-02 3.558189e-02 4.979055e-02
[25,] 8.147920e-03 1.328851e-02 2.070039e-02 3.075608e-02 4.350407e-02
[26,] 7.248633e-03 1.170664e-02 1.808148e-02 2.674062e-02 3.785913e-02
[27,] 6.481369e-03 1.043177e-02 1.599755e-02 2.346903e-02 3.302686e-02
[28,] 5.675507e-03 9.207401e-03 1.413659e-02 2.065594e-02 2.887269e-02
[29,] 4.750215e-03 7.860747e-03 1.222121e-02 1.795203e-02 2.506908e-02
[30,] 3.729223e-03 6.359293e-03 1.012288e-02 1.511491e-02 2.129326e-02
[31,] 2.709923e-03 4.800097e-03 7.896474e-03 1.210999e-02 1.739683e-02
[32,] 1.806706e-03 3.344549e-03 5.728309e-03 9.102441e-03 1.346840e-02
[33,] 1.099200e-03 2.136830e-03 3.832939e-03 6.356488e-03 9.771549e-03
[34,] 6.088619e-04 1.248014e-03 2.356251e-03 4.103203e-03 6.602581e-03
[35,] 3.073230e-04 6.667883e-04 1.331272e-03 2.448250e-03 4.152385e-03
[36,] 1.420148e-04 3.275372e-04 6.949929e-04 1.357716e-03 2.444145e-03
[37,] 6.063794e-05 1.494093e-04 3.388383e-04 7.076761e-04 1.361989e-03
[38,] 2.425861e-05 6.421997e-05 1.566073e-04 3.519367e-04 7.291078e-04
[39,] 9.244117e-06 2.643355e-05 6.967578e-05 1.693204e-04 3.793802e-04
[40,] 3.401908e-06 1.054072e-05 3.010592e-05 7.925158e-05 1.922434e-04
[41,] 1.214381e-06 4.075669e-06 1.259825e-05 3.585439e-05 9.391618e-05
[42,] 4.172966e-07 1.511771e-06 5.037574e-06 1.543425e-05 4.346305e-05
[43,] 1.358581e-07 5.287829e-07 1.890585e-06 6.207309e-06 1.871001e-05
[44,] 4.117688e-08 1.714420e-07 6.550340e-07 2.296124e-06 7.382887e-06
[45,] 1.144971e-08 5.083057e-08 2.069358e-07 7.724366e-07 2.643342e-06
[46,] 2.890696e-09 1.365420e-08 5.911800e-08 2.345977e-07 8.531913e-07
[47,] 6.582248e-10 3.303644e-09 1.519453e-08 6.403726e-08 2.472930e-07
[48,] 1.346303e-10 7.174183e-10 3.502759e-09 1.566902e-08 6.421812e-08
[49,] 2.467556e-11 1.395426e-10 7.229635e-10 3.431521e-09 1.492151e-08
[50,] 4.047102e-12 2.428171e-11 1.334633e-10 6.720266e-10 3.099923e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.847103e-03 4.431250e-03 4.726524e-03 4.649514e-03 4.208608e-03
 [2,] 5.116804e-03 6.131150e-03 6.865772e-03 7.130675e-03 6.838014e-03
 [3,] 6.404573e-03 7.851340e-03 9.134644e-03 9.956252e-03 1.008266e-02
 [4,] 7.789287e-03 9.534753e-03 1.132556e-02 1.281161e-02 1.361309e-02
 [5,] 9.537086e-03 1.135207e-02 1.343447e-02 1.549038e-02 1.706910e-02
 [6,] 1.203885e-02 1.370798e-02 1.576524e-02 1.808933e-02 2.029669e-02
 [7,] 1.568249e-02 1.712033e-02 1.887527e-02 2.106590e-02 2.352076e-02
 [8,] 2.075406e-02 2.205713e-02 2.339571e-02 2.511151e-02 2.733210e-02
 [9,] 2.741944e-02 2.883663e-02 2.985028e-02 3.093158e-02 3.250180e-02
[10,] 3.573245e-02 3.760021e-02 3.855657e-02 3.906611e-02 3.975423e-02
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[30,] 2.423571e-02 1.630515e-02 1.032092e-02 6.128489e-03 3.404105e-03
[31,] 2.653539e-02 1.807738e-02 1.161239e-02 7.018106e-03 3.981591e-03
[32,] 2.867901e-02 1.975460e-02 1.283759e-02 7.858789e-03 4.525354e-03
[33,] 3.064129e-02 2.135553e-02 1.403451e-02 8.686830e-03 5.059636e-03
[34,] 3.240913e-02 2.289146e-02 1.523207e-02 9.536861e-03 5.614537e-03
[35,] 3.399867e-02 2.438986e-02 1.646514e-02 1.044514e-02 6.222043e-03
[36,] 3.536734e-02 2.584959e-02 1.775848e-02 1.144633e-02 6.915577e-03
[37,] 3.629144e-02 2.713524e-02 1.905366e-02 1.253244e-02 7.711038e-03
[38,] 3.636332e-02 2.792143e-02 2.013518e-02 1.358808e-02 8.562875e-03
[39,] 3.517360e-02 2.779073e-02 2.065379e-02 1.436900e-02 9.328310e-03
[40,] 3.256202e-02 2.645283e-02 2.027717e-02 1.457901e-02 9.789683e-03
[41,] 2.874437e-02 2.392665e-02 1.887572e-02 1.401689e-02 9.745814e-03
[42,] 2.423365e-02 2.055167e-02 1.660633e-02 1.269151e-02 9.118325e-03
[43,] 1.963832e-02 1.683902e-02 1.384066e-02 1.082235e-02 7.996682e-03
[44,] 1.547228e-02 1.328141e-02 1.100584e-02 8.735529e-03 6.593225e-03
[45,] 1.204465e-02 1.022418e-02 8.445115e-03 6.736274e-03 5.148249e-03
[46,] 9.427370e-03 7.818991e-03 6.352468e-03 5.028690e-03 3.849058e-03
[47,] 7.489489e-03 6.037768e-03 4.771101e-03 3.697131e-03 2.796330e-03
[48,] 5.992567e-03 4.729780e-03 3.628558e-03 2.726372e-03 2.010287e-03
[49,] 4.715060e-03 3.707908e-03 2.792945e-03 2.038691e-03 1.455116e-03
[50,] 3.542816e-03 2.831739e-03 2.135646e-03 1.536861e-03 1.067968e-03

> 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  
    70.5586       0.3742  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7sggq1226588607.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]  81.51967  82.36989  83.22011  84.07032  84.92054  85.77076  86.62098
 [8]  87.47119  88.32141  89.17163  90.02185  90.87206  91.72228  92.57250
[15]  93.42272  94.27293  95.12315  95.97337  96.82359  97.67380  98.52402
[22]  99.37424 100.22446 101.07467 101.92489 102.77511 103.62533 104.47554
[29] 105.32576 106.17598 107.02620 107.87641 108.72663 109.57685 110.42707
[36] 111.27728 112.12750 112.97772 113.82794 114.67815 115.52837 116.37859
[43] 117.22881 118.07902 118.92924 119.77946 120.62968 121.47989 122.33011
[50] 123.18033

$yords
 [1]  84.58930  85.68974  86.79017  87.89061  88.99105  90.09148  91.19192
 [8]  92.29236  93.39279  94.49323  95.59367  96.69410  97.79454  98.89498
[15]  99.99541 101.09585 102.19629 103.29672 104.39716 105.49760 106.59803
[22] 107.69847 108.79891 109.89934 110.99978 112.10022 113.20066 114.30109
[29] 115.40153 116.50197 117.60240 118.70284 119.80328 120.90371 122.00415
[36] 123.10459 124.20502 125.30546 126.40590 127.50633 128.60677 129.70721
[43] 130.80764 131.90808 133.00852 134.10895 135.20939 136.30983 137.41026
[50] 138.51070

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.245261e-03 5.232885e-03 6.452298e-03 8.041033e-03 1.006017e-02
 [2,] 6.088199e-03 7.545385e-03 9.195772e-03 1.123716e-02 1.385906e-02
 [3,] 8.142322e-03 1.030831e-02 1.261061e-02 1.524062e-02 1.849641e-02
 [4,] 1.005494e-02 1.316364e-02 1.641028e-02 1.988314e-02 2.389983e-02
 [5,] 1.140466e-02 1.556899e-02 2.001650e-02 2.465387e-02 2.968742e-02
 [6,] 1.187012e-02 1.698412e-02 2.270695e-02 2.875454e-02 3.511274e-02
 [7,] 1.137891e-02 1.710884e-02 2.390566e-02 3.137183e-02 3.924682e-02
 [8,] 1.014234e-02 1.602930e-02 2.345868e-02 3.204992e-02 4.136963e-02
 [9,] 8.552853e-03 1.417495e-02 2.171481e-02 3.093112e-02 4.135004e-02
[10,] 7.011131e-03 1.211414e-02 1.935257e-02 2.869225e-02 3.974606e-02
[11,] 5.786092e-03 1.031970e-02 1.706757e-02 2.621164e-02 3.753230e-02
[12,] 4.969077e-03 9.033647e-03 1.531452e-02 2.418539e-02 3.562934e-02
[13,] 4.510628e-03 8.267838e-03 1.422505e-02 2.291612e-02 3.453708e-02
[14,] 4.287255e-03 7.885704e-03 1.368059e-02 2.233576e-02 3.425723e-02
[15,] 4.156524e-03 7.689922e-03 1.343588e-02 2.215832e-02 3.445375e-02
[16,] 3.992081e-03 7.481892e-03 1.321362e-02 2.202456e-02 3.466509e-02
[17,] 3.708171e-03 7.102117e-03 1.276311e-02 2.158634e-02 3.443693e-02
[18,] 3.277161e-03 6.465470e-03 1.191157e-02 2.056574e-02 3.338530e-02
[19,] 2.732211e-03 5.584034e-03 1.061441e-02 1.882615e-02 3.126553e-02
[20,] 2.148751e-03 4.558839e-03 8.975460e-03 1.643393e-02 2.806622e-02
[21,] 1.611563e-03 3.536804e-03 7.210183e-03 1.365516e-02 2.406211e-02
[22,] 1.184310e-03 2.653908e-03 5.562871e-03 1.086539e-02 1.975256e-02
[23,] 8.949578e-04 1.994096e-03 4.222707e-03 8.415996e-03 1.569473e-02
[24,] 7.381766e-04 1.578757e-03 3.280022e-03 6.531244e-03 1.232342e-02
[25,] 6.861013e-04 1.379562e-03 2.730258e-03 5.279179e-03 9.854159e-03
[26,] 6.988718e-04 1.337617e-03 2.502703e-03 4.602380e-03 8.292812e-03
[27,] 7.327179e-04 1.378657e-03 2.488232e-03 4.364156e-03 7.500600e-03
[28,] 7.479565e-04 1.425802e-03 2.559296e-03 4.381717e-03 7.251152e-03
[29,] 7.179446e-04 1.414888e-03 2.591306e-03 4.452236e-03 7.263260e-03
[30,] 6.357940e-04 1.310901e-03 2.491363e-03 4.390842e-03 7.238543e-03
[31,] 5.142767e-04 1.116822e-03 2.224842e-03 4.080629e-03 6.928903e-03
[32,] 3.779399e-04 8.676895e-04 1.822375e-03 3.508887e-03 6.214512e-03
[33,] 2.516218e-04 6.119957e-04 1.359564e-03 2.762083e-03 5.141737e-03
[34,] 1.515270e-04 3.908906e-04 9.202056e-04 1.978274e-03 3.888239e-03
[35,] 8.246465e-05 2.257790e-04 5.638243e-04 1.284771e-03 2.673090e-03
[36,] 4.053861e-05 1.178409e-04 3.123512e-04 7.551128e-04 1.665581e-03
[37,] 1.799587e-05 5.555247e-05 1.563443e-04 4.012069e-04 9.389801e-04
[38,] 7.212921e-06 2.364815e-05 7.067902e-05 1.925865e-04 4.784731e-04
[39,] 2.610029e-06 9.089008e-06 2.885170e-05 8.348932e-05 2.202551e-04
[40,] 8.526152e-07 3.153744e-06 1.063335e-05 3.268108e-05 9.156374e-05
[41,] 2.514326e-07 9.878862e-07 3.537974e-06 1.154975e-05 3.436933e-05
[42,] 6.693356e-08 2.793487e-07 1.062692e-06 3.684947e-06 1.164725e-05
[43,] 1.608480e-08 7.130815e-08 2.881496e-07 1.061343e-06 3.563322e-06
[44,] 3.489269e-09 1.643163e-08 7.053108e-08 2.759541e-07 9.841260e-07
[45,] 6.832811e-10 3.417978e-09 1.558446e-08 6.476935e-08 2.453592e-07
[46,] 1.207838e-10 6.418044e-10 3.108487e-09 1.372302e-08 5.522097e-08
[47,] 1.927360e-11 1.087882e-10 5.596963e-10 2.624683e-09 1.121900e-08
[48,] 2.776264e-12 1.664579e-11 9.097033e-11 4.531569e-10 2.057547e-09
[49,] 3.609968e-13 2.299175e-12 1.334727e-11 7.062620e-11 3.406367e-10
[50,] 4.237308e-14 2.866710e-13 1.767783e-12 9.936362e-12 5.090702e-11
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.240057e-02 1.475289e-02 1.667656e-02 1.774644e-02 1.770672e-02
 [2,] 1.708802e-02 2.066755e-02 2.405970e-02 2.659384e-02 2.770040e-02
 [3,] 2.259873e-02 2.746920e-02 3.260610e-02 3.715965e-02 4.019778e-02
 [4,] 2.885912e-02 3.495298e-02 4.188948e-02 4.880966e-02 5.448950e-02
 [5,] 3.558520e-02 4.280619e-02 5.140433e-02 6.073725e-02 6.949009e-02
 [6,] 4.215411e-02 5.048491e-02 6.052800e-02 7.204744e-02 8.391458e-02
 [7,] 4.766379e-02 5.718353e-02 6.848308e-02 8.180040e-02 9.644579e-02
 [8,] 5.125706e-02 6.204681e-02 7.446217e-02 8.912834e-02 1.059278e-01
 [9,] 5.256670e-02 6.459160e-02 7.797756e-02 9.353271e-02 1.116807e-01
[10,] 5.197729e-02 6.507281e-02 7.925815e-02 9.527576e-02 1.139112e-01
[11,] 5.047882e-02 6.448024e-02 7.935927e-02 9.556392e-02 1.139676e-01
[12,] 4.917537e-02 6.408788e-02 7.978112e-02 9.623538e-02 1.141035e-01
[13,] 4.876974e-02 6.482110e-02 8.175294e-02 9.898318e-02 1.166622e-01
[14,] 4.933877e-02 6.685141e-02 8.562591e-02 1.045301e-01 1.230231e-01
[15,] 5.046250e-02 6.963804e-02 9.075582e-02 1.122694e-01 1.329170e-01
[16,] 5.151594e-02 7.229001e-02 9.588783e-02 1.205772e-01 1.445245e-01
[17,] 5.189386e-02 7.393803e-02 9.971280e-02 1.275348e-01 1.552694e-01
[18,] 5.109994e-02 7.391433e-02 1.012372e-01 1.315830e-01 1.627868e-01
[19,] 4.879036e-02 7.178117e-02 9.987046e-02 1.318029e-01 1.655463e-01
[20,] 4.486177e-02 6.736449e-02 9.539201e-02 1.278839e-01 1.629745e-01
[21,] 3.955306e-02 6.085408e-02 8.797568e-02 1.200304e-01 1.552898e-01
[22,] 3.344758e-02 5.286983e-02 7.826399e-02 1.089495e-01 1.433310e-01
[23,] 2.731532e-02 4.436011e-02 6.733493e-02 9.583305e-02 1.284507e-01
[24,] 2.186446e-02 3.632763e-02 5.645798e-02 8.216962e-02 1.123402e-01
[25,] 1.754585e-02 2.953144e-02 4.672884e-02 6.936903e-02 9.668055e-02
[26,] 1.450271e-02 2.433544e-02 3.879786e-02 5.839123e-02 8.272086e-02
[27,] 1.264004e-02 2.074865e-02 3.283655e-02 4.960650e-02 7.103214e-02
[28,] 1.171755e-02 1.855693e-02 2.869208e-02 4.293677e-02 6.159521e-02
[29,] 1.140089e-02 1.741684e-02 2.605120e-02 3.810370e-02 5.411977e-02
[30,] 1.128963e-02 1.687864e-02 2.448977e-02 3.475928e-02 4.831052e-02
[31,] 1.097964e-02 1.641321e-02 2.344970e-02 3.244154e-02 4.387969e-02
[32,] 1.017577e-02 1.552094e-02 2.228328e-02 3.050676e-02 4.037890e-02
[33,] 8.797543e-03 1.390177e-02 2.043393e-02 2.822391e-02 3.711525e-02
[34,] 6.999650e-03 1.157494e-02 1.766287e-02 2.504519e-02 3.333333e-02
[35,] 5.083577e-03 8.852007e-03 1.415267e-02 2.086807e-02 2.857311e-02
[36,] 3.354085e-03 6.172709e-03 1.039901e-02 1.608060e-02 2.292526e-02
[37,] 2.004946e-03 3.908087e-03 6.960944e-03 1.134813e-02 1.697901e-02
[38,] 1.084119e-03 2.240964e-03 4.228474e-03 7.290341e-03 1.150391e-02
[39,] 5.297983e-04 1.162180e-03 2.325752e-03 4.248492e-03 7.091243e-03
[40,] 2.338747e-04 5.446628e-04 1.156767e-03 2.241250e-03 3.963911e-03
[41,] 9.323286e-05 2.305672e-04 5.198877e-04 1.069048e-03 2.005489e-03
[42,] 3.355801e-05 8.813886e-05 2.110423e-04 4.607419e-04 9.173398e-04
[43,] 1.090494e-05 3.042087e-05 7.736050e-05 1.793495e-04 3.791181e-04
[44,] 3.199094e-06 9.479208e-06 2.560341e-05 6.304130e-05 1.415114e-04
[45,] 8.472149e-07 2.666534e-06 7.650154e-06 2.000670e-05 4.769652e-05
[46,] 2.025417e-07 6.771474e-07 2.063549e-06 5.732145e-06 1.451460e-05
[47,] 4.371054e-08 1.552295e-07 5.024825e-07 1.482625e-06 3.987630e-06
[48,] 8.515397e-09 3.212288e-08 1.104537e-07 3.461829e-07 9.889998e-07
[49,] 1.497512e-09 6.000715e-09 2.191747e-08 7.296833e-08 2.214313e-07
[50,] 2.377284e-10 1.011900e-09 3.925977e-09 1.388395e-08 4.475442e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.655592e-02 1.452851e-02 1.199607e-02 9.345510e-03 6.886495e-03
 [2,] 2.711359e-02 2.494642e-02 2.161848e-02 1.769339e-02 1.371260e-02
 [3,] 4.103724e-02 3.947483e-02 3.581778e-02 3.072993e-02 2.499740e-02
 [4,] 5.775060e-02 5.787544e-02 5.482456e-02 4.917897e-02 4.188506e-02
 [5,] 7.605395e-02 7.908376e-02 7.795265e-02 7.289397e-02 6.481665e-02
 [6,] 9.431120e-02 1.013105e-01 1.035444e-01 1.006223e-01 9.313293e-02
 [7,] 1.107146e-01 1.223236e-01 1.291767e-01 1.300623e-01 1.249461e-01
 [8,] 1.235926e-01 1.398430e-01 1.520669e-01 1.581987e-01 1.573412e-01
 [9,] 1.318106e-01 1.520444e-01 1.696398e-01 1.818613e-01 1.868614e-01
[10,] 1.352613e-01 1.581732e-01 1.802484e-01 1.984834e-01 2.102278e-01
[11,] 1.352391e-01 1.591000e-01 1.839274e-01 2.069945e-01 2.252612e-01
[12,] 1.343330e-01 1.574369e-01 1.828160e-01 2.085517e-01 2.318207e-01
[13,] 1.356280e-01 1.568756e-01 1.807946e-01 2.066041e-01 2.323068e-01
[14,] 1.414469e-01 1.608188e-01 1.821910e-01 2.059136e-01 2.311926e-01
[15,] 1.522724e-01 1.709035e-01 1.900097e-01 2.107248e-01 2.334501e-01
[16,] 1.664733e-01 1.862139e-01 2.045691e-01 2.229066e-01 2.424479e-01
[17,] 1.809907e-01 2.036340e-01 2.232993e-01 2.410539e-01 2.583778e-01
[18,] 1.925477e-01 2.191161e-01 2.418000e-01 2.610432e-01 2.780805e-01
[19,] 1.987058e-01 2.291434e-01 2.555523e-01 2.777160e-01 2.963607e-01
[20,] 1.983303e-01 2.316879e-01 2.614048e-01 2.867888e-01 3.080707e-01
[21,] 1.915047e-01 2.264120e-01 2.582552e-01 2.861150e-01 3.099205e-01
[22,] 1.792145e-01 2.143357e-01 2.469037e-01 2.759409e-01 3.012904e-01
[23,] 1.630555e-01 1.973411e-01 2.294455e-01 2.583608e-01 2.839632e-01
[24,] 1.449706e-01 1.777144e-01 2.085723e-01 2.364297e-01 2.611823e-01
[25,] 1.269014e-01 1.577112e-01 1.869498e-01 2.132939e-01 2.365482e-01
[26,] 1.103547e-01 1.391023e-01 1.666801e-01 1.914867e-01 2.130927e-01
[27,] 9.608096e-02 1.228078e-01 1.488931e-01 1.724423e-01 1.926609e-01
[28,] 8.408509e-02 1.088334e-01 1.336197e-01 1.563093e-01 1.756548e-01
[29,] 7.397867e-02 9.660934e-02 1.200839e-01 1.421758e-01 1.611863e-01
[30,] 6.540467e-02 8.554963e-02 1.073326e-01 1.286965e-01 1.476418e-01
[31,] 5.820633e-02 7.544739e-02 9.485831e-02 1.148694e-01 1.335008e-01
[32,] 5.225093e-02 6.643333e-02 8.281472e-02 1.005432e-01 1.180616e-01
[33,] 4.714801e-02 5.858938e-02 7.170369e-02 8.635142e-02 1.016966e-01
[34,] 4.220082e-02 5.160834e-02 6.182413e-02 7.315094e-02 8.549856e-02
[35,] 3.670064e-02 4.483579e-02 5.295484e-02 6.140439e-02 7.057101e-02
[36,] 3.034175e-02 3.767223e-02 4.451987e-02 5.096061e-02 5.745375e-02
[37,] 2.341921e-02 2.999308e-02 3.606087e-02 4.133724e-02 4.603756e-02
[38,] 1.666051e-02 2.224868e-02 2.760593e-02 3.220498e-02 3.592130e-02
[39,] 1.083360e-02 1.519391e-02 1.966038e-02 2.366718e-02 2.685212e-02
[40,] 6.406271e-03 9.478429e-03 1.288001e-02 1.616426e-02 1.890948e-02
[41,] 3.434478e-03 5.375487e-03 7.705111e-03 1.015114e-02 1.236975e-02
[42,] 1.666329e-03 2.763506e-03 4.189769e-03 5.820507e-03 7.440165e-03
[43,] 7.308868e-04 1.285647e-03 2.065111e-03 3.033636e-03 4.086610e-03
[44,] 2.896432e-04 5.407093e-04 9.211220e-04 1.433304e-03 2.040767e-03
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[29,] 3.525861e-01 3.430095e-01 3.236937e-01 2.950857e-01 2.590734e-01
[30,] 3.545570e-01 3.542352e-01 3.446342e-01 3.250012e-01 2.960475e-01
[31,] 3.506214e-01 3.586735e-01 3.586373e-01 3.486975e-01 3.283353e-01
[32,] 3.402351e-01 3.554211e-01 3.643197e-01 3.643116e-01 3.536840e-01
[33,] 3.232497e-01 3.439752e-01 3.605542e-01 3.700013e-01 3.696422e-01
[34,] 3.000861e-01 3.245791e-01 3.470027e-01 3.645468e-01 3.740476e-01
[35,] 2.716960e-01 2.982296e-01 3.243422e-01 3.478562e-01 3.657193e-01
[36,] 2.395035e-01 2.665114e-01 2.941555e-01 3.211051e-01 3.449409e-01
[37,] 2.053422e-01 2.314280e-01 2.586676e-01 2.865289e-01 3.135075e-01
[38,] 1.712554e-01 1.952181e-01 2.204591e-01 2.470396e-01 2.743858e-01
[39,] 1.391099e-01 1.600630e-01 1.821513e-01 2.057918e-01 2.311729e-01
[40,] 1.101950e-01 1.277128e-01 1.460355e-01 1.657336e-01 1.875095e-01
[41,] 8.506366e-02 9.921127e-02 1.137339e-01 1.291902e-01 1.465357e-01
[42,] 6.370793e-02 7.489345e-02 8.605000e-02 9.758937e-02 1.104780e-01
[43,] 4.590651e-02 5.463996e-02 6.309084e-02 7.143880e-02 8.046722e-02
[44,] 3.147858e-02 3.818813e-02 4.456597e-02 5.055293e-02 5.663949e-02
[45,] 2.030535e-02 2.529530e-02 3.006430e-02 3.438601e-02 3.845259e-02
[46,] 1.219415e-02 1.570912e-02 1.917073e-02 2.229434e-02 2.505383e-02
[47,] 6.760602e-03 9.059826e-03 1.143767e-02 1.364350e-02 1.554595e-02
[48,] 3.438406e-03 4.815093e-03 6.327912e-03 7.804603e-03 9.102004e-03
[49,] 1.596960e-03 2.344665e-03 3.223074e-03 4.137528e-03 4.981529e-03
[50,] 6.752100e-04 1.041640e-03 1.503070e-03 2.018674e-03 2.527204e-03
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.644338e-06 8.033959e-07 3.720357e-07 1.617791e-07 6.551356e-08
 [2,] 6.652183e-06 3.406276e-06 1.657811e-06 7.597531e-07 3.250056e-07
 [3,] 2.440543e-05 1.308634e-05 6.687807e-06 3.227530e-06 1.457535e-06
 [4,] 8.122199e-05 4.556951e-05 2.443165e-05 1.240557e-05 5.910057e-06
 [5,] 2.452704e-04 1.438743e-04 8.084875e-05 4.315422e-05 2.167179e-05
 [6,] 6.722466e-04 4.119894e-04 2.424288e-04 1.358971e-04 7.188233e-05
 [7,] 1.672902e-03 1.070379e-03 6.589269e-04 3.875347e-04 2.157147e-04
 [8,] 3.781360e-03 2.524122e-03 1.624045e-03 1.001084e-03 5.858472e-04
 [9,] 7.767669e-03 5.405175e-03 3.631248e-03 2.343448e-03 1.440353e-03
[10,] 1.451138e-02 1.051700e-02 7.369435e-03 4.973421e-03 3.206904e-03
[11,] 2.467920e-02 1.860767e-02 1.358338e-02 9.574065e-03 6.468643e-03
[12,] 3.826092e-02 2.996827e-02 2.275785e-02 1.672857e-02 1.182676e-02
[13,] 5.417610e-02 4.399697e-02 3.469576e-02 2.655232e-02 1.961158e-02
[14,] 7.024422e-02 5.899704e-02 4.820438e-02 3.832702e-02 2.951893e-02
[15,] 8.368527e-02 7.245181e-02 6.115691e-02 5.038696e-02 4.037331e-02
[16,] 9.200865e-02 8.177747e-02 7.104990e-02 6.045619e-02 5.024938e-02
[17,] 9.387173e-02 8.523225e-02 7.587040e-02 6.639193e-02 5.702932e-02
[18,] 8.949125e-02 8.251727e-02 7.484015e-02 6.699560e-02 5.918939e-02
[19,] 8.048767e-02 7.479270e-02 6.864559e-02 6.245373e-02 5.640557e-02
[20,] 6.938335e-02 6.421114e-02 5.909099e-02 5.418686e-02 4.963989e-02
[21,] 5.908135e-02 5.332636e-02 4.846865e-02 4.426335e-02 4.069492e-02
[22,] 5.248879e-02 4.468244e-02 3.904028e-02 3.477606e-02 3.155279e-02
[23,] 5.222651e-02 4.063088e-02 3.282754e-02 2.751023e-02 2.389387e-02
[24,] 6.029756e-02 4.321583e-02 3.162436e-02 2.395147e-02 1.899050e-02
[25,] 7.770239e-02 5.396369e-02 3.700213e-02 2.543716e-02 1.788390e-02
[26,] 1.041547e-01 7.357196e-02 5.014939e-02 3.320437e-02 2.159232e-02
[27,] 1.381041e-01 1.016603e-01 7.157592e-02 4.821927e-02 3.113473e-02
[28,] 1.771339e-01 1.367824e-01 1.008671e-01 7.086877e-02 4.732127e-02
[29,] 2.185471e-01 1.767492e-01 1.366812e-01 1.007209e-01 7.043931e-02
[30,] 2.597919e-01 2.190783e-01 1.770146e-01 1.365246e-01 1.000428e-01
[31,] 2.984802e-01 2.612601e-01 2.195337e-01 1.764273e-01 1.349666e-01
[32,] 3.321019e-01 3.006801e-01 2.617021e-01 2.181893e-01 1.734851e-01
[33,] 3.578256e-01 3.343765e-01 3.006392e-01 2.591888e-01 2.134027e-01
[34,] 3.727413e-01 3.590349e-01 3.329745e-01 2.962704e-01 2.519717e-01
[35,] 3.745431e-01 3.714809e-01 3.550835e-01 3.257756e-01 2.858199e-01
[36,] 3.622907e-01 3.695299e-01 3.638230e-01 3.440496e-01 3.112256e-01
[37,] 3.368275e-01 3.527393e-01 3.574527e-01 3.483400e-01 3.248573e-01
[38,] 3.006756e-01 3.226626e-01 3.362383e-01 3.376247e-01 3.246721e-01
[39,] 2.575199e-01 2.825307e-01 3.024423e-01 3.129198e-01 3.104666e-01
[40,] 2.115129e-01 2.365717e-01 2.597981e-01 2.769874e-01 2.838255e-01
[41,] 1.665871e-01 1.892379e-01 2.127662e-01 2.337157e-01 2.476512e-01
[42,] 1.258828e-01 1.445075e-01 1.658043e-01 1.874650e-01 2.056303e-01
[43,] 9.138341e-02 1.053410e-01 1.227273e-01 1.424718e-01 1.617915e-01
[44,] 6.383289e-02 7.337459e-02 8.620206e-02 1.022736e-01 1.200500e-01
[45,] 4.294634e-02 4.892349e-02 5.747621e-02 6.920167e-02 8.363484e-02
[46,] 2.780446e-02 3.128363e-02 3.644589e-02 4.411868e-02 5.453494e-02
[47,] 1.725741e-02 1.919560e-02 2.203857e-02 2.654530e-02 3.324511e-02
[48,] 1.020076e-02 1.128046e-02 1.273848e-02 1.512376e-02 1.896981e-02
[49,] 5.693486e-03 6.317202e-03 7.040944e-03 8.191747e-03 1.016674e-02
[50,] 2.973566e-03 3.346179e-03 3.711615e-03 4.230988e-03 5.143740e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.454377e-08 8.465356e-09 2.678994e-09 7.761163e-10 2.055190e-10
 [2,] 1.288489e-07 4.708847e-08 1.580331e-08 4.858043e-09 1.365557e-09
 [3,] 6.112002e-07 2.365944e-07 8.418767e-08 2.745723e-08 8.191950e-09
 [4,] 2.620011e-06 1.073867e-06 4.050386e-07 1.401288e-07 4.437036e-08
 [5,] 1.015084e-05 4.403483e-06 1.760034e-06 6.457926e-07 2.169902e-07
 [6,] 3.555063e-05 1.631503e-05 6.908010e-06 2.687654e-06 9.581667e-07
 [7,] 1.125688e-04 5.462360e-05 2.449230e-05 1.010167e-05 3.820431e-06
 [8,] 3.223293e-04 1.652851e-04 7.844965e-05 3.429087e-05 1.375531e-05
 [9,] 8.348193e-04 4.520833e-04 2.270310e-04 1.051384e-04 4.472355e-05
[10,] 1.956185e-03 1.117931e-03 5.936995e-04 2.911910e-04 1.313208e-04
[11,] 4.148431e-03 2.499861e-03 1.403131e-03 7.285663e-04 3.482479e-04
[12,] 7.964751e-03 5.056287e-03 2.997464e-03 1.646962e-03 8.341278e-04
[13,] 1.385057e-02 9.253271e-03 5.789252e-03 3.364180e-03 1.804691e-03
[14,] 2.182801e-02 1.532750e-02 1.011141e-02 6.210477e-03 3.527303e-03
[15,] 3.119827e-02 2.299171e-02 1.597562e-02 1.036350e-02 6.228825e-03
[16,] 4.048065e-02 3.125176e-02 2.284211e-02 1.563625e-02 9.939373e-03
[17,] 4.774889e-02 3.852688e-02 2.957219e-02 2.133760e-02 1.433463e-02
[18,] 5.130087e-02 4.312991e-02 3.469178e-02 2.634743e-02 1.868964e-02
[19,] 5.034389e-02 4.392345e-02 3.691771e-02 2.945661e-02 2.203724e-02
[20,] 4.531058e-02 4.080049e-02 3.569434e-02 2.984525e-02 2.351126e-02
[21,] 3.763308e-02 3.470908e-02 3.143261e-02 2.744207e-02 2.271358e-02
[22,] 2.914728e-02 2.722425e-02 2.531173e-02 2.294992e-02 1.989327e-02
[23,] 2.150619e-02 1.995105e-02 1.878188e-02 1.752879e-02 1.582903e-02
[24,] 1.590819e-02 1.410601e-02 1.307614e-02 1.234169e-02 1.149464e-02
[25,] 1.318577e-02 1.045043e-02 8.985117e-03 8.225988e-03 7.713993e-03
[26,] 1.406942e-02 9.501374e-03 6.940953e-03 5.631274e-03 4.987110e-03
[27,] 1.937706e-02 1.180076e-02 7.268828e-03 4.780666e-03 3.533201e-03
[28,] 2.997814e-02 1.804047e-02 1.040520e-02 5.899696e-03 3.464918e-03
[29,] 4.655135e-02 2.896686e-02 1.694802e-02 9.361155e-03 4.961466e-03
[30,] 6.929344e-02 4.513478e-02 2.752635e-02 1.567666e-02 8.345571e-03
[31,] 9.775677e-02 6.666646e-02 4.258266e-02 2.536301e-02 1.404368e-02
[32,] 1.308678e-01 9.313567e-02 6.219084e-02 3.877070e-02 2.247211e-02
[33,] 1.670030e-01 1.235616e-01 8.596420e-02 5.594931e-02 3.391124e-02
[34,] 2.039642e-01 1.563877e-01 1.129973e-01 7.655017e-02 4.839528e-02
[35,] 2.388838e-01 1.893886e-01 1.417657e-01 9.971198e-02 6.559335e-02
[36,] 2.683239e-01 2.196561e-01 1.700404e-01 1.239316e-01 8.466352e-02
[37,] 2.888065e-01 2.439223e-01 1.950302e-01 1.470630e-01 1.041573e-01
[38,] 2.976554e-01 2.592639e-01 2.138992e-01 1.666289e-01 1.221411e-01
[39,] 2.936939e-01 2.638566e-01 2.244917e-01 1.804285e-01 1.366219e-01
[40,] 2.774060e-01 2.573207e-01 2.258274e-01 1.871164e-01 1.461081e-01
[41,] 2.505988e-01 2.405153e-01 2.180629e-01 1.863603e-01 1.499356e-01
[42,] 2.159481e-01 2.151020e-01 2.020739e-01 1.785185e-01 1.481282e-01
[43,] 1.767095e-01 1.832991e-01 1.791333e-01 1.642209e-01 1.409710e-01
[44,] 1.365080e-01 1.478874e-01 1.509692e-01 1.443024e-01 1.287598e-01
[45,] 9.893715e-02 1.121365e-01 1.199843e-01 1.201231e-01 1.120029e-01
[46,] 6.691318e-02 7.934213e-02 8.916836e-02 9.384047e-02 9.186278e-02
[47,] 4.206764e-02 5.207544e-02 6.150015e-02 6.818681e-02 7.032832e-02
[48,] 2.454209e-02 3.157485e-02 3.913449e-02 4.574723e-02 4.982186e-02
[49,] 1.329465e-02 1.764923e-02 2.288295e-02 2.818432e-02 3.244003e-02
[50,] 6.707823e-03 9.095598e-03 1.226870e-02 1.588695e-02 1.932096e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 4.969549e-11 1.096586e-11 2.207236e-12 4.051525e-13 6.780737e-14
 [2,] 3.505949e-10 8.215446e-11 1.756232e-11 3.423928e-12 6.086600e-13
 [3,] 2.232990e-09 5.556421e-10 1.261477e-10 2.612091e-11 4.932028e-12
 [4,] 1.284003e-08 3.392637e-09 8.179796e-10 1.798910e-10 3.607686e-11
 [5,] 6.665796e-08 1.870098e-08 4.788240e-09 1.118386e-09 2.382249e-10
 [6,] 3.124297e-07 9.306360e-08 2.530357e-08 6.276768e-09 1.420040e-09
 [7,] 1.322142e-06 4.181113e-07 1.207162e-07 3.180140e-08 7.641393e-09
 [8,] 5.051719e-06 1.695924e-06 5.199125e-07 1.454534e-07 3.711959e-08
 [9,] 1.742808e-05 6.210583e-06 2.021539e-06 6.005832e-07 1.627779e-07
[10,] 5.429061e-05 2.053429e-05 7.096235e-06 2.238714e-06 6.443956e-07
[11,] 1.527147e-04 6.129977e-05 2.248918e-05 7.533616e-06 2.302906e-06
[12,] 3.879167e-04 1.652276e-04 6.434691e-05 2.288724e-05 7.429679e-06
[13,] 8.898583e-04 4.021294e-04 1.662261e-04 6.277321e-05 2.163903e-05
[14,] 1.843553e-03 8.837423e-04 3.877031e-04 1.554365e-04 5.689625e-05
[15,] 3.449656e-03 1.753811e-03 8.164706e-04 3.474860e-04 1.350557e-04
[16,] 5.830715e-03 3.143128e-03 1.552524e-03 7.013531e-04 2.894217e-04
[17,] 8.903166e-03 5.087375e-03 2.665697e-03 1.278093e-03 5.599448e-04
[18,] 1.228313e-02 7.437313e-03 4.133146e-03 2.102946e-03 9.780556e-04
[19,] 1.531452e-02 9.821526e-03 5.787313e-03 3.124283e-03 1.542396e-03
[20,] 1.726033e-02 1.171790e-02 7.318754e-03 4.191322e-03 2.196115e-03
[21,] 1.759231e-02 1.263351e-02 8.360129e-03 5.077598e-03 2.823300e-03
[22,] 1.622544e-02 1.231239e-02 8.627372e-03 5.555356e-03 3.277352e-03
[23,] 1.355593e-02 1.085260e-02 8.045415e-03 5.489972e-03 3.435453e-03
[24,] 1.028129e-02 8.660256e-03 6.783070e-03 4.901518e-03 3.252277e-03
[25,] 7.118293e-03 6.271717e-03 5.175695e-03 3.955434e-03 2.781149e-03
[26,] 4.583450e-03 4.154144e-03 3.585525e-03 2.888819e-03 2.149436e-03
[27,] 2.934802e-03 2.591977e-03 2.282314e-03 1.918423e-03 1.504105e-03
[28,] 2.260957e-03 1.695863e-03 1.401002e-03 1.181262e-03 9.601755e-04
[29,] 2.627952e-03 1.494719e-03 9.772966e-04 7.300839e-04 5.777819e-04
[30,] 4.191095e-03 2.040032e-03 1.020742e-03 5.706366e-04 3.719381e-04
[31,] 7.224288e-03 3.468080e-03 1.579090e-03 7.104420e-04 3.408215e-04
[32,] 1.207310e-02 6.003641e-03 2.768104e-03 1.193959e-03 4.942069e-04
[33,] 1.906908e-02 9.919879e-03 4.765690e-03 2.114857e-03 8.707699e-04
[34,] 2.843612e-02 1.547698e-02 7.782344e-03 3.608828e-03 1.542438e-03
[35,] 4.018574e-02 2.284552e-02 1.201543e-02 5.832482e-03 2.608482e-03
[36,] 5.398169e-02 3.200134e-02 1.758059e-02 8.926137e-03 4.179440e-03
[37,] 6.900395e-02 4.259491e-02 2.441272e-02 1.295217e-02 6.345375e-03
[38,] 8.393068e-02 5.386137e-02 3.216305e-02 1.781321e-02 9.124604e-03
[39,] 9.716619e-02 6.468697e-02 4.016983e-02 2.318951e-02 1.240659e-02
[40,] 1.072845e-01 7.388652e-02 4.758215e-02 2.856068e-02 1.592764e-02
[41,] 1.134321e-01 8.057165e-02 5.362034e-02 3.334537e-02 1.932061e-02
[42,] 1.153920e-01 8.435484e-02 5.781724e-02 3.709773e-02 2.223489e-02
[43,] 1.132748e-01 8.522399e-02 6.005177e-02 3.962124e-02 2.445484e-02
[44,] 1.071599e-01 8.321210e-02 6.034296e-02 4.089990e-02 2.592097e-02
[45,] 9.707698e-02 7.820296e-02 5.860295e-02 4.090457e-02 2.662888e-02
[46,] 8.338200e-02 7.010450e-02 5.461361e-02 3.946638e-02 2.649691e-02
[47,] 6.716036e-02 5.925945e-02 4.829217e-02 3.636828e-02 2.534129e-02
[48,] 5.022049e-02 4.670515e-02 4.002511e-02 3.160474e-02 2.301007e-02
[49,] 3.458517e-02 3.400065e-02 3.075923e-02 2.558867e-02 1.957736e-02
[50,] 2.180641e-02 2.270181e-02 2.173538e-02 1.911339e-02 1.543148e-02

> 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  
    27.9399       0.8191  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/17ci71226588606.ps tmp/17ci71226588606.png")
> system("convert tmp/2558r1226588606.ps tmp/2558r1226588606.png")
> system("convert tmp/3r0nf1226588606.ps tmp/3r0nf1226588606.png")
> system("convert tmp/4wf6q1226588607.ps tmp/4wf6q1226588607.png")
> system("convert tmp/544n81226588607.ps tmp/544n81226588607.png")
> system("convert tmp/65wg41226588607.ps tmp/65wg41226588607.png")
> system("convert tmp/7sggq1226588607.ps tmp/7sggq1226588607.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.247   2.325   4.538