R version 2.7.2 (2008-08-25)
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.

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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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Type 'q()' to quit R.

> z <- c(118.3,127.3,112.3,114.9,108.2,105.4,122.1,113.5,110,125.3,114.3,115.6,127.1,123,122.2,126.4,112.7,105.8,120.9,116.3,115.7,127.9,108.3,121.1,128.6,123.1,127.7,126.6,118.4,110,129.6,115.8,125.9,128.4,114,125.6,128.5,136.6,133.1,124.6,123.5,117.2,135.5,124.8,127.8,133.1,125.7,128.4,131.9,146.3,140.6,129.5,132.4,125.9,126.9,135.8,129.5,130.2,133.8,123.3)
> y <- c(148.8,146.7,118.8,99.4,97.6,110.2,146.6,136.4,126.2,154.9,109,128.5,144.9,136.3,134.8,103.4,106.6,119.2,149.3,150.2,142.9,163.6,98.2,138.2,143.7,132.8,149.4,128.8,98.9,106.2,140.7,133,156.4,157.7,107.9,133.6,148.1,205.6,193.1,117.5,116.4,129.5,157.1,157,158.4,161.7,116.9,161.1,155.7,160.8,145.4,111,144.8,149.2,156.6,182.5,171.3,172.7,133,148.1)
> x <- c(109.8,111.7,98.6,96.9,95.1,97,112.7,102.9,97.4,111.4,87.4,96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9,96,97.6)
> par7 = 'Voeding'
> par6 = 'Winning delfstoffen'
> par5 = 'Totale industrie'
> 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/freestat/rcomp/tmp/1lkr81226147818.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/freestat/rcomp/tmp/2l1ug1226147818.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/freestat/rcomp/tmp/3lpdp1226147818.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/freestat/rcomp/tmp/483da1226147818.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/freestat/rcomp/tmp/5h66q1226147818.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  
    -77.498        2.060  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6pqzv1226147818.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]  84.21084  86.96142  89.71200  92.46257  95.21315  97.96373 100.71431
 [8] 103.46489 106.21546 108.96604 111.71662 114.46720 117.21778 119.96835
[15] 122.71893 125.46951 128.22009 130.97067 133.72124 136.47182 139.22240
[22] 141.97298 144.72356 147.47413 150.22471 152.97529 155.72587 158.47644
[29] 161.22702 163.97760 166.72818 169.47876 172.22933 174.97991 177.73049
[36] 180.48107 183.23165 185.98222 188.73280 191.48338 194.23396 196.98454
[43] 199.73511 202.48569 205.23627 207.98685 210.73743 213.48800 216.23858
[50] 218.98916

$yords
 [1] 100.6312 101.6605 102.6898 103.7192 104.7485 105.7779 106.8072 107.8365
 [9] 108.8659 109.8952 110.9246 111.9539 112.9832 114.0126 115.0419 116.0713
[17] 117.1006 118.1299 119.1593 120.1886 121.2180 122.2473 123.2766 124.3060
[25] 125.3353 126.3647 127.3940 128.4234 129.4527 130.4820 131.5114 132.5407
[33] 133.5701 134.5994 135.6287 136.6581 137.6874 138.7168 139.7461 140.7754
[41] 141.8048 142.8341 143.8635 144.8928 145.9221 146.9515 147.9808 149.0102
[49] 150.0395 151.0688

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.604981e-03 5.028358e-03 8.343558e-03 1.163467e-02 1.359220e-02
 [2,] 2.754431e-03 5.426161e-03 9.789531e-03 1.522215e-02 1.997362e-02
 [3,] 3.058272e-03 5.506719e-03 1.013449e-02 1.712010e-02 2.501592e-02
 [4,] 3.860453e-03 5.868760e-03 9.883326e-03 1.703311e-02 2.701411e-02
 [5,] 5.274693e-03 7.099483e-03 1.011399e-02 1.598977e-02 2.588861e-02
 [6,] 7.033675e-03 9.303970e-03 1.172298e-02 1.572690e-02 2.345385e-02
 [7,] 8.606156e-03 1.195368e-02 1.474403e-02 1.747216e-02 2.221912e-02
 [8,] 9.484474e-03 1.417732e-02 1.828600e-02 2.111109e-02 2.369564e-02
 [9,] 9.404606e-03 1.522482e-02 2.107680e-02 2.533228e-02 2.755532e-02
[10,] 8.387716e-03 1.474874e-02 2.210458e-02 2.845584e-02 3.207821e-02
[11,] 6.686099e-03 1.283637e-02 2.093928e-02 2.920650e-02 3.521793e-02
[12,] 4.707530e-03 9.943170e-03 1.777395e-02 2.707010e-02 3.543991e-02
[13,] 2.888038e-03 6.765550e-03 1.335854e-02 2.239231e-02 3.214828e-02
[14,] 1.525287e-03 3.990520e-03 8.769079e-03 1.630605e-02 2.589601e-02
[15,] 6.871468e-04 2.018212e-03 4.965979e-03 1.031370e-02 1.825614e-02
[16,] 2.623950e-04 8.683423e-04 2.403209e-03 5.604446e-03 1.112567e-02
[17,] 8.458926e-05 3.161889e-04 9.874290e-04 2.596191e-03 5.808857e-03
[18,] 2.296573e-05 9.713575e-05 3.431256e-04 1.020456e-03 2.584527e-03
[19,] 5.244556e-06 2.513737e-05 1.006598e-04 3.396890e-04 9.782227e-04
[20,] 1.007093e-06 5.478986e-06 2.493486e-05 9.585493e-05 3.156610e-04
[21,] 1.627327e-07 1.007264e-06 5.229564e-06 2.303575e-05 8.748334e-05
[22,] 2.217572e-08 1.567863e-07 9.345498e-07 4.762149e-06 2.112630e-05
[23,] 2.560501e-09 2.082498e-08 1.440604e-07 8.620417e-07 4.548036e-06
[24,] 2.527985e-10 2.394253e-09 1.955380e-08 1.402683e-07 8.976213e-07
[25,] 2.168968e-11 2.438215e-10 2.404940e-09 2.112190e-08 1.660215e-07
[26,] 1.658480e-12 2.266871e-11 2.757972e-10 2.996725e-09 2.883835e-08
[27,] 1.165853e-13 1.976554e-12 2.987264e-11 3.984152e-10 4.613979e-09
[28,] 7.718764e-15 1.628084e-13 3.019105e-12 4.840888e-11 6.607602e-10
[29,] 4.820543e-16 1.244586e-14 2.767042e-13 5.218802e-12 8.258757e-11
[30,] 2.777333e-17 8.565278e-16 2.233800e-14 4.876815e-13 8.854793e-12
[31,] 1.430876e-18 5.160728e-17 1.555035e-15 3.891618e-14 8.060136e-13
[32,] 6.420840e-20 2.670532e-18 9.214463e-17 2.629273e-15 6.192999e-14
[33,] 2.466550e-21 1.173499e-19 4.614258e-18 1.497065e-16 4.004064e-15
[34,] 8.031264e-23 4.352025e-21 1.945259e-19 7.166154e-18 2.174811e-16
[35,] 2.204776e-24 1.357771e-22 6.890287e-21 2.880179e-19 9.914660e-18
[36,] 5.089065e-26 3.557730e-24 2.048521e-22 9.712972e-21 3.791955e-19
[37,] 9.862761e-28 7.822890e-26 5.109281e-24 2.747468e-22 1.216368e-20
[38,] 1.603758e-29 1.442858e-27 1.068754e-25 6.517477e-24 3.272050e-22
[39,] 2.187296e-31 2.231776e-29 1.874717e-27 1.296438e-25 7.380665e-24
[40,] 2.501646e-33 2.894672e-31 2.757408e-29 2.162344e-27 1.395951e-25
[41,] 2.399136e-35 3.148075e-33 3.400607e-31 3.024025e-29 2.213771e-27
[42,] 1.929187e-37 2.870614e-35 3.516356e-33 3.545896e-31 2.943579e-29
[43,] 1.300691e-39 2.194734e-37 3.048634e-35 3.486121e-33 3.281671e-31
[44,] 7.352733e-42 1.406898e-39 2.216107e-37 2.873638e-35 3.067525e-33
[45,] 3.484945e-44 7.561620e-42 1.350666e-39 1.986065e-37 2.404104e-35
[46,] 1.384886e-46 3.407515e-44 6.902008e-42 1.150868e-39 1.579754e-37
[47,] 4.614259e-49 1.287451e-46 2.957148e-44 5.591492e-42 8.703551e-40
[48,] 1.289020e-51 4.078432e-49 1.062284e-46 2.277717e-44 4.020441e-42
[49,] 3.019164e-54 1.083241e-51 3.199465e-49 7.779323e-47 1.557119e-44
[50,] 5.929022e-57 2.412273e-54 8.079487e-52 2.227686e-49 5.056409e-47
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.343725e-02 1.156635e-02 9.224243e-03 7.541210e-03 6.872666e-03
 [2,] 2.211660e-02 2.099903e-02 1.776637e-02 1.439519e-02 1.225389e-02
 [3,] 3.103359e-02 3.282876e-02 3.030111e-02 2.557568e-02 2.123974e-02
 [4,] 3.724550e-02 4.397745e-02 4.490229e-02 4.082996e-02 3.477128e-02
 [5,] 3.869129e-02 5.061976e-02 5.738178e-02 5.721067e-02 5.184380e-02
 [6,] 3.582079e-02 5.069239e-02 6.337939e-02 6.965513e-02 6.854000e-02
 [7,] 3.144207e-02 4.551658e-02 6.133501e-02 7.384958e-02 7.939728e-02
 [8,] 2.881263e-02 3.894764e-02 5.370225e-02 6.927770e-02 8.085279e-02
 [9,] 2.960158e-02 3.478651e-02 4.521579e-02 5.960579e-02 7.386766e-02
[10,] 3.323113e-02 3.466441e-02 3.984008e-02 5.004897e-02 6.315411e-02
[11,] 3.764683e-02 3.774452e-02 3.892317e-02 4.423121e-02 5.382017e-02
[12,] 4.050227e-02 4.174379e-02 4.137264e-02 4.295814e-02 4.860758e-02
[13,] 4.001549e-02 4.409466e-02 4.479331e-02 4.489961e-02 4.756581e-02
[14,] 3.553370e-02 4.281077e-02 4.650172e-02 4.768394e-02 4.919080e-02
[15,] 2.787283e-02 3.724413e-02 4.440585e-02 4.866694e-02 5.131476e-02
[16,] 1.904088e-02 2.850775e-02 3.794727e-02 4.579780e-02 5.153523e-02
[17,] 1.121244e-02 1.896080e-02 2.851699e-02 3.866990e-02 4.798617e-02
[18,] 5.657925e-03 1.088442e-02 1.867446e-02 2.885894e-02 4.040084e-02
[19,] 2.443359e-03 5.387848e-03 1.064086e-02 1.894677e-02 3.038158e-02
[20,] 9.065382e-04 2.312571e-03 5.308125e-03 1.098977e-02 2.038054e-02
[21,] 2.920121e-04 8.719049e-04 2.349782e-03 5.697072e-03 1.227726e-02
[22,] 8.318106e-05 2.946565e-04 9.407568e-04 2.680235e-03 6.709762e-03
[23,] 2.148560e-05 9.134250e-05 3.468506e-04 1.158714e-03 3.352690e-03
[24,] 5.154422e-06 2.638810e-05 1.186777e-04 4.613916e-04 1.531120e-03
[25,] 1.159788e-06 7.093921e-06 3.737935e-05 1.674823e-04 6.327774e-04
[26,] 2.420017e-07 1.742355e-06 1.062495e-05 5.441192e-05 2.329157e-04
[27,] 4.565937e-08 3.813171e-07 2.665350e-06 1.551856e-05 7.509225e-05
[28,] 7.587708e-09 7.273447e-08 5.793209e-07 3.824649e-06 2.091017e-05
[29,] 1.088744e-09 1.190486e-08 1.077139e-07 8.055223e-07 4.977650e-06
[30,] 1.331861e-10 1.655783e-09 1.699440e-08 1.439326e-07 1.005932e-06
[31,] 1.378767e-11 1.945768e-10 2.264167e-09 2.172048e-08 1.717995e-07
[32,] 1.202882e-12 1.925606e-11 2.539990e-10 2.760587e-09 2.472476e-08
[33,] 8.824015e-14 1.601867e-12 2.395197e-11 2.949971e-10 2.993004e-09
[34,] 5.436003e-15 1.118950e-13 1.896713e-12 2.647688e-11 3.044023e-10
[35,] 2.810373e-16 6.559278e-15 1.260530e-13 1.994661e-12 2.599183e-11
[36,] 1.218854e-17 3.225588e-16 7.028101e-15 1.260813e-13 1.862396e-12
[37,] 4.433512e-19 1.330387e-17 3.286696e-16 6.685004e-15 1.119498e-13
[38,] 1.352372e-20 4.601581e-19 1.289011e-17 2.972701e-16 5.644242e-15
[39,] 3.459127e-22 1.334642e-20 4.239290e-19 1.108553e-17 2.386526e-16
[40,] 7.418880e-24 3.245853e-22 1.169080e-20 3.466471e-19 8.461905e-18
[41,] 1.334135e-25 6.618906e-24 2.703299e-22 9.089194e-21 2.515871e-19
[42,] 2.011608e-27 1.131693e-25 5.241226e-24 1.998287e-22 6.272086e-21
[43,] 2.543107e-29 1.622372e-27 8.520287e-26 3.683643e-24 1.311085e-22
[44,] 2.695632e-31 1.950063e-29 1.161326e-27 5.693512e-26 2.297960e-24
[45,] 2.395683e-33 1.965264e-31 1.327183e-29 7.378454e-28 3.377174e-26
[46,] 1.785130e-35 1.660605e-33 1.271698e-31 8.017479e-30 4.161846e-28
[47,] 1.115275e-37 1.176483e-35 1.021687e-33 7.304889e-32 4.301303e-30
[48,] 5.842056e-40 6.988453e-38 6.882458e-36 5.581296e-34 3.729483e-32
[49,] 2.565804e-42 3.480657e-40 3.887691e-38 3.576948e-36 2.715367e-34
[50,] 9.448463e-45 1.453612e-42 1.841804e-40 1.924150e-38 1.664126e-36
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.897408e-03 7.123168e-03 7.212556e-03 6.959180e-03 6.214224e-03
 [2,] 1.149886e-02 1.152187e-02 1.167488e-02 1.154628e-02 1.083557e-02
 [3,] 1.865050e-02 1.765861e-02 1.744109e-02 1.728738e-02 1.670516e-02
 [4,] 2.956023e-02 2.632893e-02 2.471532e-02 2.389523e-02 2.318485e-02
 [5,] 4.471479e-02 3.850373e-02 3.415200e-02 3.141039e-02 2.969963e-02
 [6,] 6.227419e-02 5.412051e-02 4.647246e-02 4.043592e-02 3.627582e-02
 [7,] 7.760803e-02 7.058830e-02 6.109913e-02 5.152442e-02 4.361958e-02
 [8,] 8.550050e-02 8.301857e-02 7.496253e-02 6.374936e-02 5.224768e-02
 [9,] 8.381218e-02 8.714550e-02 8.350875e-02 7.399107e-02 6.114993e-02
[10,] 7.516333e-02 8.270783e-02 8.400892e-02 7.862244e-02 6.764081e-02
[11,] 6.486711e-02 7.378822e-02 7.813078e-02 7.671805e-02 6.941954e-02
[12,] 5.723284e-02 6.560109e-02 7.079616e-02 7.141977e-02 6.716676e-02
[13,] 5.365489e-02 6.099094e-02 6.628476e-02 6.754439e-02 6.461332e-02
[14,] 5.334031e-02 5.974856e-02 6.550976e-02 6.768977e-02 6.547578e-02
[15,] 5.476700e-02 6.036020e-02 6.673022e-02 7.074882e-02 7.027651e-02
[16,] 5.620382e-02 6.155782e-02 6.807794e-02 7.390136e-02 7.627749e-02
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[28,] 1.875112e-02 1.294581e-02 7.450792e-03 3.562699e-03 1.411689e-03
[29,] 2.082893e-02 1.647119e-02 1.082943e-02 5.903340e-03 2.662603e-03
[30,] 1.955664e-02 1.767540e-02 1.325379e-02 8.226432e-03 4.219663e-03
[31,] 1.549605e-02 1.597708e-02 1.364509e-02 9.633981e-03 5.615997e-03
[32,] 1.035074e-02 1.215261e-02 1.180810e-02 9.476267e-03 6.274524e-03
[33,] 5.826965e-03 7.772907e-03 8.584149e-03 7.825649e-03 5.883120e-03
[34,] 2.769433e-03 4.179583e-03 5.240271e-03 5.423961e-03 4.628159e-03
[35,] 1.119119e-03 1.890709e-03 2.685812e-03 3.154496e-03 3.054280e-03
[36,] 3.928943e-04 7.218509e-04 1.156071e-03 1.539272e-03 1.690668e-03
[37,] 1.269936e-04 2.350021e-04 4.185072e-04 6.302592e-04 7.849284e-04
[38,] 4.295847e-05 6.727986e-05 1.280290e-04 2.166803e-04 3.056619e-04
[39,] 1.885738e-05 1.854932e-05 3.361015e-05 6.268628e-05 9.986555e-05
[40,] 1.391183e-05 6.415083e-06 8.004066e-06 1.537590e-05 2.740274e-05
[41,] 1.722204e-05 4.459024e-06 2.209797e-06 3.302890e-06 6.338518e-06
[42,] 2.520773e-05 5.793520e-06 1.362373e-06 7.571753e-07 1.259776e-06
[43,] 3.436093e-05 8.460300e-06 1.778211e-06 3.927622e-07 2.498816e-07
[44,] 4.049829e-05 1.113353e-05 2.542354e-06 4.935059e-07 1.056820e-07
[45,] 4.085250e-05 1.256027e-05 3.212024e-06 6.817718e-07 1.231063e-07
[46,] 3.634778e-05 1.217822e-05 3.467558e-06 8.244266e-07 1.628402e-07
[47,] 3.173701e-05 1.066682e-05 3.247765e-06 8.528193e-07 1.882293e-07
[48,] 3.313906e-05 9.750603e-06 2.847797e-06 7.779151e-07 1.871592e-07
[49,] 4.437298e-05 1.127650e-05 2.799864e-06 6.982397e-07 1.683269e-07
[50,] 6.394079e-05 1.604978e-05 3.579175e-06 7.548272e-07 1.588188e-07

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (y,z)',xlab=par6,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(y,z)
> (r<-lm(z ~ y))

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
    88.7541       0.2500  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7rptc1226147818.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]  76.00284  77.04967  78.09649  79.14331  80.19013  81.23696  82.28378
 [8]  83.33060  84.37743  85.42425  86.47107  87.51789  88.56472  89.61154
[15]  90.65836  91.70518  92.75201  93.79883  94.84565  95.89248  96.93930
[22]  97.98612  99.03294 100.07977 101.12659 102.17341 103.22023 104.26706
[29] 105.31388 106.36070 107.40752 108.45435 109.50117 110.54799 111.59482
[36] 112.64164 113.68846 114.73528 115.78211 116.82893 117.87575 118.92257
[43] 119.96940 121.01622 122.06304 123.10987 124.15669 125.20351 126.25033
[50] 127.29716

$yords
 [1] 100.6312 101.6605 102.6898 103.7192 104.7485 105.7779 106.8072 107.8365
 [9] 108.8659 109.8952 110.9246 111.9539 112.9832 114.0126 115.0419 116.0713
[17] 117.1006 118.1299 119.1593 120.1886 121.2180 122.2473 123.2766 124.3060
[25] 125.3353 126.3647 127.3940 128.4234 129.4527 130.4820 131.5114 132.5407
[33] 133.5701 134.5994 135.6287 136.6581 137.6874 138.7168 139.7461 140.7754
[41] 141.8048 142.8341 143.8635 144.8928 145.9221 146.9515 147.9808 149.0102
[49] 150.0395 151.0688

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.854217e-03 6.566839e-03 1.192223e-02 1.710028e-02 1.941595e-02
 [2,] 2.032862e-03 5.584274e-03 1.210661e-02 2.074013e-02 2.813415e-02
 [3,] 1.146508e-03 3.760605e-03 9.737635e-03 1.993008e-02 3.231177e-02
 [4,] 5.127763e-04 2.006843e-03 6.207032e-03 1.518327e-02 2.943621e-02
 [5,] 1.844031e-04 8.518621e-04 3.140373e-03 9.180571e-03 2.129756e-02
 [6,] 6.216926e-05 2.980566e-04 1.273480e-03 4.421901e-03 1.226649e-02
 [7,] 4.872392e-05 1.190111e-04 4.525348e-04 1.739857e-03 5.673203e-03
 [8,] 1.222900e-04 1.438768e-04 2.509082e-04 6.872679e-04 2.242712e-03
 [9,] 3.674055e-04 3.710680e-04 4.170027e-04 5.892945e-04 1.135262e-03
[10,] 1.014768e-03 1.022145e-03 1.025749e-03 1.141239e-03 1.450478e-03
[11,] 2.477317e-03 2.602589e-03 2.567844e-03 2.584135e-03 2.890831e-03
[12,] 5.338586e-03 5.892008e-03 6.009310e-03 5.846650e-03 5.945562e-03
[13,] 1.022172e-02 1.178706e-02 1.260342e-02 1.253577e-02 1.211863e-02
[14,] 1.734876e-02 2.096132e-02 2.340041e-02 2.432724e-02 2.373107e-02
[15,] 2.571040e-02 3.313657e-02 3.863380e-02 4.191400e-02 4.255334e-02
[16,] 3.257435e-02 4.596344e-02 5.684037e-02 6.423805e-02 6.803677e-02
[17,] 3.460418e-02 5.478027e-02 7.374098e-02 8.792604e-02 9.684160e-02
[18,] 3.037446e-02 5.495001e-02 8.265116e-02 1.066559e-01 1.233648e-01
[19,] 2.180526e-02 4.564922e-02 7.830599e-02 1.124441e-01 1.399926e-01
[20,] 1.270933e-02 3.104930e-02 6.160534e-02 1.006956e-01 1.389666e-01
[21,] 5.981653e-03 1.715253e-02 3.973340e-02 7.510641e-02 1.178064e-01
[22,] 2.263536e-03 7.650795e-03 2.082209e-02 4.599219e-02 8.345435e-02
[23,] 6.862961e-04 2.743042e-03 8.809557e-03 2.289276e-02 4.860809e-02
[24,] 1.662543e-04 7.877168e-04 2.994977e-03 9.198268e-03 2.302020e-02
[25,] 3.210671e-05 1.806782e-04 8.152333e-04 2.968640e-03 8.798089e-03
[26,] 4.934163e-06 3.302834e-05 1.771827e-04 7.668014e-04 2.699770e-03
[27,] 6.026072e-07 4.803724e-06 3.068314e-05 1.581006e-04 6.628437e-04
[28,] 5.842678e-08 5.551710e-07 4.227106e-06 2.597151e-05 1.299150e-04
[29,] 4.493858e-09 5.093728e-08 4.627942e-07 3.395196e-06 2.030310e-05
[30,] 2.740511e-10 3.708086e-09 4.024185e-08 3.530610e-07 2.530117e-06
[31,] 1.324705e-11 2.141220e-10 2.779066e-09 2.921987e-08 2.518438e-07
[32,] 5.075260e-13 9.809491e-12 1.525354e-10 1.928378e-09 2.010792e-08
[33,] 1.541585e-14 3.568257e-13 6.667218e-12 1.019120e-10 1.298308e-09
[34,] 3.715277e-16 1.032513e-14 2.330014e-13 4.347117e-12 6.872408e-11
[35,] 7.116328e-18 2.385325e-16 6.558573e-15 1.516622e-13 3.042306e-12
[36,] 1.086854e-19 4.429129e-18 1.505620e-16 4.413189e-15 1.152564e-13
[37,] 1.331432e-21 6.686219e-20 2.872439e-18 1.096432e-16 3.802600e-15
[38,] 1.321821e-23 8.352806e-22 4.662339e-20 2.370263e-18 1.094811e-16
[39,] 1.081036e-25 8.837406e-24 6.572829e-22 4.477145e-20 2.710318e-18
[40,] 7.448118e-28 8.097171e-26 8.105440e-24 7.291011e-22 5.638111e-20
[41,] 4.425847e-30 6.492910e-28 8.647341e-26 1.000505e-23 9.645624e-22
[42,] 2.300575e-32 4.521191e-30 7.804839e-28 1.131509e-25 1.335981e-23
[43,] 1.042126e-34 2.676475e-32 5.824328e-30 1.037430e-27 1.483320e-25
[44,] 4.035257e-37 1.315492e-34 3.531102e-32 7.630668e-30 1.312553e-27
[45,] 1.303827e-39 5.267914e-37 1.719577e-34 4.475041e-32 9.226526e-30
[46,] 3.444727e-42 1.697420e-39 6.681397e-37 2.085299e-34 5.143170e-32
[47,] 7.339249e-45 4.368114e-42 2.063516e-39 7.706496e-37 2.271311e-34
[48,] 1.250424e-47 8.939746e-45 5.055362e-42 2.256447e-39 7.942451e-37
[49,] 1.695478e-50 1.451718e-47 9.813422e-45 5.231644e-42 2.198598e-39
[50,] 1.824801e-53 1.868218e-50 1.508538e-47 9.602200e-45 4.817115e-42
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.750911e-02 1.260828e-02 7.310668e-03 3.454358e-03 1.350359e-03
 [2,] 3.032334e-02 2.611174e-02 1.811720e-02 1.025107e-02 4.801501e-03
 [3,] 4.164368e-02 4.290702e-02 3.564738e-02 2.416972e-02 1.357246e-02
 [4,] 4.539617e-02 5.601291e-02 5.577622e-02 4.536071e-02 3.056282e-02
 [5,] 3.934068e-02 5.820068e-02 6.955703e-02 6.794254e-02 5.498568e-02
 [6,] 2.716634e-02 4.826469e-02 6.935807e-02 8.151688e-02 7.935140e-02
 [7,] 1.501920e-02 3.207753e-02 5.554596e-02 7.872542e-02 9.233181e-02
 [8,] 6.783872e-03 1.724380e-02 3.596750e-02 6.158600e-02 8.717154e-02
 [9,] 2.885735e-03 7.839574e-03 1.914667e-02 3.939149e-02 6.727311e-02
[10,] 2.126129e-03 3.975753e-03 9.162816e-03 2.118683e-02 4.293199e-02
[11,] 3.489999e-03 4.316987e-03 6.085175e-03 1.122832e-02 2.371244e-02
[12,] 6.721881e-03 7.875495e-03 8.801075e-03 1.005225e-02 1.451996e-02
[13,] 1.252962e-02 1.431280e-02 1.637364e-02 1.709726e-02 1.689051e-02
[14,] 2.298377e-02 2.426191e-02 2.791285e-02 3.118370e-02 3.089897e-02
[15,] 4.099229e-02 4.010651e-02 4.329930e-02 4.992001e-02 5.436308e-02
[16,] 6.782168e-02 6.503153e-02 6.475420e-02 7.141009e-02 8.199973e-02
[17,] 1.006616e-01 9.915541e-02 9.544490e-02 9.723563e-02 1.090563e-01
[18,] 1.332381e-01 1.367284e-01 1.340515e-01 1.305932e-01 1.363729e-01
[19,] 1.582257e-01 1.687160e-01 1.720251e-01 1.691365e-01 1.678207e-01
[20,] 1.682964e-01 1.874278e-01 1.987025e-01 2.026096e-01 2.011599e-01
[21,] 1.576630e-01 1.875917e-01 2.076871e-01 2.203879e-01 2.260812e-01
[22,] 1.268430e-01 1.665013e-01 1.968121e-01 2.184738e-01 2.334136e-01
[23,] 8.555315e-02 1.275748e-01 1.663988e-01 1.975772e-01 2.215224e-01
[24,] 4.750420e-02 8.216768e-02 1.219161e-01 1.600689e-01 1.927334e-01
[25,] 2.144914e-02 4.360078e-02 7.519747e-02 1.125552e-01 1.503811e-01
[26,] 7.813072e-03 1.881234e-02 3.822421e-02 6.665087e-02 1.017862e-01
[27,] 2.284591e-03 6.548885e-03 1.580865e-02 3.256389e-02 5.808270e-02
[28,] 5.347295e-04 1.832183e-03 5.287512e-03 1.299661e-02 2.750190e-02
[29,] 1.000832e-04 4.116652e-04 1.429588e-03 4.233830e-03 1.077785e-02
[30,] 1.499487e-05 7.448735e-05 3.140391e-04 1.134348e-03 3.528425e-03
[31,] 1.805300e-06 1.093214e-05 5.669428e-05 2.538819e-04 9.825157e-04
[32,] 1.760523e-07 1.318458e-06 8.564946e-06 4.846850e-05 2.373306e-04
[33,] 1.409774e-08 1.332054e-07 1.106572e-06 8.040660e-06 5.023856e-05
[34,] 9.455228e-10 1.152644e-08 1.243810e-07 1.165932e-06 9.254906e-06
[35,] 5.432717e-11 8.683823e-10 1.219758e-08 1.461371e-07 1.453599e-06
[36,] 2.718734e-12 5.703033e-11 1.029445e-09 1.549084e-08 1.900765e-07
[37,] 1.186215e-13 3.216481e-12 7.311732e-11 1.357880e-09 2.029429e-08
[38,] 4.443843e-15 1.522943e-13 4.277293e-12 9.673912e-11 1.746083e-09
[39,] 1.397039e-16 5.927163e-15 2.028126e-13 5.538204e-12 1.200958e-10
[40,] 3.608590e-18 1.867197e-16 7.714908e-15 2.530546e-13 6.573169e-12
[41,] 7.542244e-20 4.714910e-18 2.340099e-16 9.193112e-15 2.855642e-13
[42,] 1.263286e-21 9.488712e-20 5.640422e-18 2.649640e-16 9.833626e-15
[43,] 1.686114e-23 1.517022e-21 1.078300e-19 6.051764e-18 2.682130e-16
[44,] 1.787647e-25 1.923347e-23 1.633316e-21 1.094648e-19 5.791982e-18
[45,] 1.502909e-27 1.931912e-25 1.959118e-23 1.567532e-21 9.900606e-20
[46,] 1.001001e-29 1.536588e-27 1.860297e-25 1.776766e-23 1.339474e-21
[47,] 5.279159e-32 9.674837e-30 1.398176e-27 1.593933e-25 1.434218e-23
[48,] 2.203980e-34 4.821507e-32 8.316931e-30 1.131656e-27 1.215320e-25
[49,] 7.282829e-37 1.901690e-34 3.915305e-32 6.358450e-30 8.149916e-28
[50,] 1.904623e-39 5.936030e-37 1.458675e-34 2.827310e-32 4.325122e-30
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.435014e-04 1.237041e-04 2.939998e-05 5.981605e-06 1.092730e-06
 [2,] 1.889806e-03 6.312764e-04 1.792849e-04 4.327239e-05 9.125031e-06
 [3,] 6.403831e-03 2.562009e-03 8.696175e-04 2.494935e-04 6.134439e-05
 [4,] 1.729435e-02 8.286609e-03 3.360945e-03 1.147214e-03 3.310830e-04
 [5,] 3.733597e-02 2.142331e-02 1.037704e-02 4.214083e-03 1.433110e-03
 [6,] 6.469720e-02 4.444638e-02 2.568831e-02 1.240116e-02 4.978512e-03
 [7,] 9.045922e-02 7.437680e-02 5.122737e-02 2.935438e-02 1.391275e-02
 [8,] 1.026926e-01 1.010012e-01 8.277118e-02 5.618251e-02 3.139966e-02
 [9,] 9.530210e-02 1.120369e-01 1.090602e-01 8.748474e-02 5.753935e-02
[10,] 7.283717e-02 1.021778e-01 1.179476e-01 1.115777e-01 8.617254e-02
[11,] 4.651150e-02 7.717446e-02 1.053614e-01 1.173573e-01 1.062655e-01
[12,] 2.670394e-02 4.929098e-02 7.845168e-02 1.025975e-01 1.088776e-01
[13,] 1.944352e-02 2.990624e-02 5.040790e-02 7.572260e-02 9.394630e-02
[14,] 2.757691e-02 2.633769e-02 3.330133e-02 5.006156e-02 7.033241e-02
[15,] 5.150831e-02 4.270302e-02 3.549920e-02 3.753817e-02 5.007668e-02
[16,] 8.684294e-02 7.903443e-02 6.204376e-02 4.710037e-02 4.392364e-02
[17,] 1.238958e-01 1.273176e-01 1.116618e-01 8.422661e-02 6.099910e-02
[18,] 1.544372e-01 1.724108e-01 1.715892e-01 1.454750e-01 1.067918e-01
[19,] 1.791803e-01 2.029816e-01 2.212696e-01 2.130425e-01 1.752778e-01
[20,] 2.038657e-01 2.209920e-01 2.478708e-01 2.624762e-01 2.445839e-01
[21,] 2.277768e-01 2.353259e-01 2.562991e-01 2.819170e-01 2.891401e-01
[22,] 2.420090e-01 2.477566e-01 2.591817e-01 2.803617e-01 3.004114e-01
[23,] 2.393426e-01 2.513617e-01 2.606773e-01 2.734574e-01 2.911643e-01
[24,] 2.194453e-01 2.403613e-01 2.553878e-01 2.665184e-01 2.779547e-01
[25,] 1.848625e-01 2.144119e-01 2.380202e-01 2.547194e-01 2.655999e-01
[26,] 1.394378e-01 1.756417e-01 2.075518e-01 2.327187e-01 2.493450e-01
[27,] 9.123899e-02 1.286692e-01 1.660672e-01 1.991857e-01 2.242178e-01
[28,] 5.066112e-02 8.225352e-02 1.193523e-01 1.569901e-01 1.895852e-01
[29,] 2.372887e-02 4.543665e-02 7.617355e-02 1.128276e-01 1.494486e-01
[30,] 9.460415e-03 2.183361e-02 4.332901e-02 7.411356e-02 1.101750e-01
[31,] 3.267512e-03 9.257376e-03 2.217161e-02 4.474107e-02 7.635441e-02
[32,] 9.918644e-04 3.485957e-03 1.018518e-02 2.459349e-02 4.911895e-02
[33,] 2.644376e-04 1.152612e-03 4.113207e-03 1.195261e-02 2.828940e-02
[34,] 6.084508e-05 3.263338e-04 1.415696e-03 4.950857e-03 1.396834e-02
[35,] 1.178326e-05 7.701230e-05 4.037328e-04 1.695541e-03 5.713750e-03
[36,] 1.877588e-06 1.483539e-05 9.353536e-05 4.707011e-04 1.895050e-03
[37,] 2.422287e-07 2.301422e-06 1.739498e-05 1.047250e-04 5.035976e-04
[38,] 2.504858e-08 2.852354e-07 2.579493e-06 1.855961e-05 1.065689e-04
[39,] 2.064218e-09 2.811924e-08 3.039116e-07 2.611675e-06 1.790227e-05
[40,] 1.351282e-10 2.199684e-09 2.839485e-08 2.913343e-07 2.383635e-06
[41,] 7.014464e-12 1.363706e-10 2.101752e-09 2.574092e-08 2.513560e-07
[42,] 2.884646e-13 6.695618e-12 1.231822e-10 1.800658e-09 2.098398e-08
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[23,] 3.570940e-02 2.608642e-02 2.617197e-02 3.248360e-02 3.772462e-02
[24,] 4.548950e-02 2.861147e-02 2.003156e-02 2.000880e-02 2.426853e-02
[25,] 5.655684e-02 3.609763e-02 2.127096e-02 1.425299e-02 1.391788e-02
[26,] 6.544569e-02 4.331762e-02 2.607585e-02 1.447045e-02 9.261350e-03
[27,] 7.371058e-02 4.776673e-02 3.011082e-02 1.716844e-02 9.020479e-03
[28,] 8.480601e-02 5.156816e-02 3.208400e-02 1.943267e-02 1.064389e-02
[29,] 9.891824e-02 5.822162e-02 3.420773e-02 2.100539e-02 1.270255e-02
[30,] 1.149478e-01 6.922264e-02 3.939704e-02 2.373617e-02 1.564182e-02
[31,] 1.376283e-01 8.629950e-02 4.957915e-02 2.946832e-02 2.058555e-02
[32,] 1.768192e-01 1.152770e-01 6.783650e-02 3.970275e-02 2.786474e-02
[33,] 2.352128e-01 1.624112e-01 9.985634e-02 5.770398e-02 3.783799e-02
[34,] 2.994716e-01 2.243019e-01 1.490793e-01 8.868548e-02 5.337835e-02
[35,] 3.498088e-01 2.848356e-01 2.091841e-01 1.348569e-01 7.966613e-02
[36,] 3.798772e-01 3.272220e-01 2.644852e-01 1.897339e-01 1.192676e-01
[37,] 4.015223e-01 3.494053e-01 3.013755e-01 2.396271e-01 1.670644e-01
[38,] 4.244228e-01 3.625941e-01 3.189893e-01 2.729698e-01 2.113947e-01
[39,] 4.349228e-01 3.717415e-01 3.249045e-01 2.875618e-01 2.413432e-01
[40,] 4.049243e-01 3.630168e-01 3.200661e-01 2.865807e-01 2.524503e-01
[41,] 3.240814e-01 3.178830e-01 2.940307e-01 2.692052e-01 2.447534e-01
[42,] 2.156818e-01 2.377333e-01 2.392334e-01 2.307150e-01 2.181277e-01
[43,] 1.173144e-01 1.474708e-01 1.654713e-01 1.730564e-01 1.738601e-01
[44,] 5.172429e-02 7.470322e-02 9.486894e-02 1.098923e-01 1.199387e-01
[45,] 1.843471e-02 3.065609e-02 4.445152e-02 5.782667e-02 6.972298e-02
[46,] 5.319849e-03 1.015502e-02 1.689005e-02 2.490037e-02 3.354903e-02
[47,] 1.251386e-03 2.714732e-03 5.182699e-03 8.709943e-03 1.321686e-02
[48,] 2.430874e-04 5.876841e-04 1.282258e-03 2.464206e-03 4.235235e-03
[49,] 3.976780e-05 1.038854e-04 2.560569e-04 5.625592e-04 1.099458e-03
[50,] 5.603612e-06 1.521823e-05 4.145848e-05 1.035750e-04 2.306450e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 5.584233e-25 8.704746e-27 1.068892e-28 1.033941e-30 7.878511e-33
 [2,] 7.091682e-23 1.319392e-24 1.933676e-26 2.232429e-28 2.030290e-30
 [3,] 7.127094e-21 1.582593e-22 2.768287e-24 3.814496e-26 4.140469e-28
 [4,] 5.668306e-19 1.502249e-20 3.136288e-22 5.157915e-24 6.682186e-26
 [5,] 3.567563e-17 1.128476e-18 2.811891e-20 5.519360e-22 8.534247e-24
 [6,] 1.776919e-15 6.708424e-17 1.995072e-18 4.673916e-20 8.625602e-22
 [7,] 7.003920e-14 3.155921e-15 1.120202e-16 3.132208e-18 6.899080e-20
 [8,] 2.184697e-12 1.174920e-13 4.977488e-15 1.661104e-16 4.366859e-18
 [9,] 5.392872e-11 3.461537e-12 1.750262e-13 6.971427e-15 2.187390e-16
[10,] 1.053481e-09 8.070630e-11 4.870500e-12 2.315390e-13 8.670831e-15
[11,] 1.628587e-08 1.489099e-09 1.072560e-10 6.085613e-12 2.720025e-13
[12,] 1.992384e-07 2.174289e-08 1.869163e-09 1.265791e-10 6.752469e-12
[13,] 1.928916e-06 2.512399e-07 2.577808e-08 2.083518e-09 1.326569e-10
[14,] 1.477857e-05 2.297407e-06 2.813400e-07 2.714002e-08 2.062409e-09
[15,] 8.960471e-05 1.662514e-05 2.429909e-06 2.797696e-07 2.537448e-08
[16,] 4.299427e-04 9.520756e-05 1.660835e-05 2.282279e-06 2.470570e-07
[17,] 1.632581e-03 4.314763e-04 8.983407e-05 1.473379e-05 1.903596e-06
[18,] 4.906016e-03 1.547474e-03 3.845335e-04 7.527282e-05 1.160727e-05
[19,] 1.166767e-02 4.392117e-03 1.302587e-03 3.043266e-04 5.600968e-05
[20,] 2.196151e-02 9.865389e-03 3.491885e-03 9.736887e-04 2.138818e-04
[21,] 3.271982e-02 1.753704e-02 7.407937e-03 2.465356e-03 6.463425e-04
[22,] 3.859754e-02 2.467349e-02 1.243730e-02 4.939924e-03 1.545717e-03
[23,] 3.608757e-02 2.748098e-02 1.652596e-02 7.833336e-03 2.925345e-03
[24,] 2.685981e-02 2.425162e-02 1.738188e-02 9.830487e-03 4.381341e-03
[25,] 1.623987e-02 1.702567e-02 1.448297e-02 9.765007e-03 5.193183e-03
[26,] 8.723980e-03 9.697885e-03 9.597172e-03 7.683695e-03 4.872163e-03
[27,] 5.492931e-03 4.920026e-03 5.164047e-03 4.809575e-03 3.621130e-03
[28,] 5.357534e-03 3.068609e-03 2.530945e-03 2.462006e-03 2.145166e-03
[29,] 6.965748e-03 3.452473e-03 1.804653e-03 1.257112e-03 1.070776e-03
[30,] 1.019320e-02 5.912585e-03 2.956965e-03 1.363595e-03 7.014915e-04
[31,] 1.583857e-02 1.134665e-02 6.853153e-03 3.386820e-03 1.394756e-03
[32,] 2.394049e-02 2.052414e-02 1.505810e-02 8.939097e-03 4.232118e-03
[33,] 3.288947e-02 3.199387e-02 2.786803e-02 1.981925e-02 1.121509e-02
[34,] 4.153065e-02 4.194518e-02 4.201912e-02 3.542701e-02 2.391866e-02
[35,] 5.246737e-02 4.789547e-02 5.168731e-02 5.070885e-02 4.063598e-02
[36,] 7.164111e-02 5.283062e-02 5.385307e-02 5.864441e-02 5.509338e-02
[37,] 1.028901e-01 6.405234e-02 5.265436e-02 5.682067e-02 6.038592e-02
[38,] 1.426327e-01 8.661352e-02 5.670627e-02 5.090274e-02 5.570397e-02
[39,] 1.804914e-01 1.177471e-01 7.138131e-02 4.996708e-02 4.786570e-02
[40,] 2.055462e-01 1.477238e-01 9.380697e-02 5.841126e-02 4.495992e-02
[41,] 2.118369e-01 1.660195e-01 1.148698e-01 7.268213e-02 4.923423e-02
[42,] 1.984249e-01 1.668223e-01 1.255158e-01 8.482670e-02 5.644529e-02
[43,] 1.673103e-01 1.499662e-01 1.215622e-01 8.834568e-02 6.060633e-02
[44,] 1.241345e-01 1.194822e-01 1.042279e-01 8.135572e-02 5.840600e-02
[45,] 7.893035e-02 8.275159e-02 7.840052e-02 6.606364e-02 5.011419e-02
[46,] 4.207492e-02 4.872241e-02 5.084212e-02 4.684323e-02 3.811177e-02
[47,] 1.851971e-02 2.392839e-02 2.786048e-02 2.850555e-02 2.536652e-02
[48,] 6.667661e-03 9.671458e-03 1.267897e-02 1.460076e-02 1.448894e-02
[49,] 1.952539e-03 3.190019e-03 4.732283e-03 6.190202e-03 6.956224e-03
[50,] 4.635020e-04 8.544546e-04 1.437084e-03 2.145905e-03 2.758901e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 4.729070e-35 2.236105e-37 8.329048e-40 2.443889e-42 5.648752e-45
 [2,] 1.454527e-32 8.208623e-35 3.649265e-37 1.277979e-39 3.525549e-42
 [3,] 3.540343e-30 2.384657e-32 1.265299e-34 5.288634e-37 1.741320e-39
 [4,] 6.819405e-28 5.482255e-30 3.471830e-32 1.731972e-34 6.806253e-37
 [5,] 1.039502e-25 9.974014e-28 7.538783e-30 4.488650e-32 2.105305e-34
 [6,] 1.253954e-23 1.436013e-25 1.295453e-27 9.205942e-30 5.153469e-32
 [7,] 1.197058e-21 1.636154e-23 1.761650e-25 1.494164e-27 9.983016e-30
 [8,] 9.043268e-20 1.475253e-21 1.895805e-23 1.919130e-25 1.530382e-27
 [9,] 5.406478e-18 1.052659e-19 1.614533e-21 1.950696e-23 1.856595e-25
[10,] 2.557885e-16 5.944102e-18 1.088122e-19 1.569107e-21 1.782429e-23
[11,] 9.576908e-15 2.656211e-16 5.803446e-18 9.988330e-20 1.354206e-21
[12,] 2.837573e-13 9.393262e-15 2.449468e-16 5.031655e-18 8.142069e-20
[13,] 6.653443e-12 2.628742e-13 8.181544e-15 2.005887e-16 3.874025e-18
[14,] 1.234592e-10 5.821795e-12 2.162601e-13 6.328191e-15 1.458706e-16
[15,] 1.812917e-09 1.020337e-10 4.523712e-12 1.579902e-13 4.346607e-15
[16,] 2.106735e-08 1.415167e-09 7.488436e-11 3.121466e-12 1.024969e-13
[17,] 1.937401e-07 1.553279e-08 9.809907e-10 4.880501e-11 1.912708e-12
[18,] 1.409960e-06 1.349176e-07 1.016989e-08 6.038760e-10 2.824647e-11
[19,] 8.120294e-06 9.273967e-07 8.343439e-08 5.913012e-09 3.301089e-10
[20,] 3.700958e-05 5.044754e-06 5.416909e-07 4.581918e-08 3.053008e-09
[21,] 1.334856e-04 2.171661e-05 2.783143e-06 2.809722e-07 2.234478e-08
[22,] 3.810066e-04 7.398128e-05 1.131611e-05 1.363506e-06 1.294202e-07
[23,] 8.606143e-04 1.994478e-04 3.641133e-05 5.236348e-06 5.932056e-07
[24,] 1.538380e-03 4.255147e-04 9.271574e-05 1.591393e-05 2.151722e-06
[25,] 2.176207e-03 7.184199e-04 1.868307e-04 3.827400e-05 6.176532e-06
[26,] 2.436303e-03 9.598940e-04 2.979347e-04 7.284640e-05 1.403075e-05
[27,] 2.158906e-03 1.014998e-03 3.759897e-04 1.097213e-04 2.522289e-05
[28,] 1.516348e-03 8.496481e-04 3.755293e-04 1.307855e-04 3.588296e-05
[29,] 8.559473e-04 5.649691e-04 2.970924e-04 1.233974e-04 4.040030e-05
[30,] 4.533238e-04 3.116233e-04 1.882963e-04 9.242725e-05 3.602557e-05
[31,] 5.257564e-04 2.193958e-04 1.106495e-04 5.726768e-05 2.572189e-05
[32,] 1.604199e-03 5.020389e-04 1.432784e-04 4.508421e-05 1.699672e-05
[33,] 5.018750e-03 1.777060e-03 5.020939e-04 1.169231e-04 2.480478e-05
[34,] 1.277442e-02 5.381864e-03 1.788363e-03 4.697311e-04 9.839865e-05
[35,] 2.587180e-02 1.300294e-02 5.151370e-03 1.608348e-03 3.959472e-04
[36,] 4.166876e-02 2.495436e-02 1.178868e-02 4.389197e-03 1.287722e-03
[37,] 5.372034e-02 3.820146e-02 2.148179e-02 9.528387e-03 3.331551e-03
[38,] 5.658789e-02 4.729817e-02 3.150048e-02 1.658952e-02 6.895320e-03
[39,] 5.143312e-02 4.913316e-02 3.824020e-02 2.370191e-02 1.163204e-02
[40,] 4.511684e-02 4.640230e-02 4.099779e-02 2.934145e-02 1.674649e-02
[41,] 4.317805e-02 4.454941e-02 4.298264e-02 3.459911e-02 2.245154e-02
[42,] 4.507266e-02 4.543800e-02 4.696963e-02 4.205585e-02 3.067651e-02
[43,] 4.638670e-02 4.584296e-02 5.086108e-02 5.123668e-02 4.255883e-02
[44,] 4.385406e-02 4.205909e-02 4.961029e-02 5.676006e-02 5.465684e-02
[45,] 3.742855e-02 3.403249e-02 4.119983e-02 5.312359e-02 5.974138e-02
[46,] 2.891422e-02 2.458029e-02 2.883848e-02 4.072157e-02 5.327067e-02
[47,] 2.015349e-02 1.626778e-02 1.740482e-02 2.548110e-02 3.816787e-02
[48,] 1.245795e-02 9.988210e-03 9.468222e-03 1.323870e-02 2.194524e-02
[49,] 6.656092e-03 5.599280e-03 4.849320e-03 5.940938e-03 1.021772e-02
[50,] 2.996859e-03 2.767905e-03 2.358289e-03 2.446081e-03 3.945797e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.028514e-47 1.475201e-50 1.666774e-53 1.483498e-56 1.040117e-59
 [2,] 7.661551e-45 1.311564e-47 1.768671e-50 1.878839e-53 1.572233e-56
 [3,] 4.516485e-42 9.227955e-45 1.485235e-47 1.883084e-50 1.880741e-53
 [4,] 2.106988e-39 5.138058e-42 9.870083e-45 1.493576e-47 1.780405e-50
 [5,] 7.778593e-37 2.263967e-39 5.190677e-42 9.374815e-45 1.333786e-47
 [6,] 2.272572e-34 7.894394e-37 2.160254e-39 4.656671e-42 7.907354e-45
 [7,] 5.254263e-32 2.178437e-34 7.114807e-37 1.830484e-39 3.709827e-42
 [8,] 9.613509e-30 4.757154e-32 1.854374e-34 5.694193e-37 1.377374e-39
 [9,] 1.391975e-27 8.221076e-30 3.824819e-32 1.401773e-34 4.046967e-37
[10,] 1.594991e-25 1.124314e-27 6.243124e-30 2.730870e-32 9.409899e-35
[11,] 1.446315e-23 1.216814e-25 8.064374e-28 4.210191e-30 1.731481e-32
[12,] 1.037875e-21 1.042170e-23 8.243601e-26 5.136653e-28 2.521322e-30
[13,] 5.893925e-20 7.063668e-22 6.668694e-24 4.959480e-26 2.905469e-28
[14,] 2.648755e-18 3.788782e-20 4.269158e-22 3.789393e-24 2.649610e-26
[15,] 9.420125e-17 1.608224e-18 2.162824e-20 2.291293e-22 1.912164e-24
[16,] 2.651240e-15 5.402204e-17 8.671171e-19 1.096401e-20 1.092058e-22
[17,] 5.904988e-14 1.436061e-15 2.751135e-17 4.151792e-19 4.935647e-21
[18,] 1.040798e-12 3.021013e-14 6.907543e-16 1.244169e-17 1.765306e-19
[19,] 1.451749e-11 5.029327e-13 1.372502e-14 2.950535e-16 4.996586e-18
[20,] 1.602486e-10 6.625895e-12 2.158140e-13 5.537320e-15 1.119191e-16
[21,] 1.399827e-09 6.908072e-11 2.685493e-12 8.223867e-14 1.983869e-15
[22,] 9.676813e-09 5.699632e-10 2.644516e-11 9.665632e-13 2.782910e-14
[23,] 5.293803e-08 3.721468e-09 2.060847e-10 8.990045e-12 3.089320e-13
[24,] 2.291821e-07 1.922912e-08 1.270933e-09 6.617152e-11 2.713965e-12
[25,] 7.851836e-07 7.862886e-08 6.202653e-09 3.854410e-10 1.886788e-11
[26,] 2.128822e-06 2.544381e-07 2.395575e-08 1.776733e-09 1.038053e-10
[27,] 4.567569e-06 6.515683e-07 7.321830e-08 6.481331e-09 4.519533e-10
[28,] 7.755483e-06 1.320430e-06 1.770953e-07 1.871043e-08 1.557203e-09
[29,] 1.042117e-05 2.117630e-06 3.389788e-07 4.274456e-08 4.245945e-09
[30,] 1.108391e-05 2.687731e-06 5.134777e-07 7.727824e-08 9.161814e-09
[31,] 9.357770e-06 2.701739e-06 6.156553e-07 1.105692e-07 1.564488e-08
[32,] 6.532780e-06 2.174389e-06 5.859391e-07 1.252947e-07 2.114608e-08
[33,] 5.795050e-06 1.619649e-06 4.611391e-07 1.136777e-07 2.268763e-08
[34,] 1.698208e-05 2.668720e-06 4.615823e-07 9.549397e-08 2.013101e-08
[35,] 7.703832e-05 1.195302e-05 1.527690e-06 1.777203e-07 2.274395e-08
[36,] 2.977220e-04 5.427516e-05 7.820011e-06 8.984751e-07 8.502279e-08
[37,] 9.180401e-04 1.993591e-04 3.411993e-05 4.604914e-06 4.912223e-07
[38,] 2.260520e-03 5.843418e-04 1.190832e-04 1.912989e-05 2.422529e-06
[39,] 4.512038e-03 1.382273e-03 3.342736e-04 6.378693e-05 9.601767e-06
[40,] 7.588579e-03 2.725438e-03 7.749896e-04 1.743344e-04 3.100236e-05
[41,] 1.163702e-02 4.804236e-03 1.577625e-03 4.116433e-04 8.525900e-05
[42,] 1.792768e-02 8.360799e-03 3.108849e-03 9.214262e-04 2.176157e-04
[43,] 2.833092e-02 1.501017e-02 6.322440e-03 2.118014e-03 5.647089e-04
[44,] 4.230253e-02 2.599850e-02 1.265398e-02 4.876946e-03 1.489275e-03
[45,] 5.445271e-02 3.943059e-02 2.257141e-02 1.020359e-02 3.642868e-03
[46,] 5.741700e-02 4.933069e-02 3.350462e-02 1.795271e-02 7.586190e-03
[47,] 4.856528e-02 4.960661e-02 4.010923e-02 2.558361e-02 1.286294e-02
[48,] 3.272312e-02 3.971129e-02 3.825953e-02 2.909440e-02 1.743902e-02
[49,] 1.755374e-02 2.522868e-02 2.895536e-02 2.626230e-02 1.877897e-02
[50,] 7.528142e-03 1.271620e-02 1.736283e-02 1.878089e-02 1.602367e-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  
    45.3827       0.7429  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1lkr81226147818.ps tmp/1lkr81226147818.png")
> system("convert tmp/2l1ug1226147818.ps tmp/2l1ug1226147818.png")
> system("convert tmp/3lpdp1226147818.ps tmp/3lpdp1226147818.png")
> system("convert tmp/483da1226147818.ps tmp/483da1226147818.png")
> system("convert tmp/5h66q1226147818.ps tmp/5h66q1226147818.png")
> system("convert tmp/6pqzv1226147818.ps tmp/6pqzv1226147818.png")
> system("convert tmp/7rptc1226147818.ps tmp/7rptc1226147818.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.259   2.001   3.702