R version 2.7.0 (2008-04-22)
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
'help.start()' for an HTML browser interface to help.
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> z <- c(14,-5,-14,-42,-24,-11,20,7,12,4,-37,19,16,2,-9,-36,-29,3,33,9,13,3,-47,18,7,16,-12,-23,-18,11,-4,17,-4,-1,-41,26,3)
> y <- c(15,1,6,-21,-23,-15,24,15,15,14,-25,14,21,13,4,-16,13,20,27,-8,13,12,-25,20,22,16,-12,-13,7,12,-8,12,-13,12,-25,0,18)
> x <- c(17,1,-9,-16,-21,-14,31,27,10,12,-23,13,26,-1,4,-16,-5,9,23,9,2,10,-29,17,9,9,-10,-23,13,13,-9,9,5,8,-18,7,4)
> par7 = 'Openbare werken'
> par6 = 'Niet-Woongebouwen'
> par5 = 'Woongebouwen'
> 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/1h7z01226609014.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/2xpik1226609014.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/3hz291226609014.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/4hqw21226609014.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/5hpew1226609014.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  
     1.5445       0.9027  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ttto1226609014.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] -32.8883683 -31.5051696 -30.1219709 -28.7387722 -27.3555735 -25.9723748
 [7] -24.5891760 -23.2059773 -21.8227786 -20.4395799 -19.0563812 -17.6731825
[13] -16.2899838 -14.9067851 -13.5235864 -12.1403877 -10.7571890  -9.3739903
[19]  -7.9907916  -6.6075929  -5.2243942  -3.8411955  -2.4579968  -1.0747981
[25]   0.3084006   1.6915994   3.0747981   4.4579968   5.8411955   7.2243942
[31]   8.6075929   9.9907916  11.3739903  12.7571890  14.1403877  15.5235864
[37]  16.9067851  18.2899838  19.6731825  21.0563812  22.4395799  23.8227786
[43]  25.2059773  26.5891760  27.9723748  29.3555735  30.7387722  32.1219709
[49]  33.5051696  34.8883683

$yords
 [1] -60.7139567 -58.5215503 -56.3291439 -54.1367375 -51.9443311 -49.7519247
 [7] -47.5595183 -45.3671119 -43.1747055 -40.9822992 -38.7898928 -36.5974864
[13] -34.4050800 -32.2126736 -30.0202672 -27.8278608 -25.6354544 -23.4430480
[19] -21.2506416 -19.0582352 -16.8658288 -14.6734224 -12.4810160 -10.2886096
[25]  -8.0962032  -5.9037968  -3.7113904  -1.5189840   0.6734224   2.8658288
[31]   5.0582352   7.2506416   9.4430480  11.6354544  13.8278608  16.0202672
[37]  18.2126736  20.4050800  22.5974864  24.7898928  26.9822992  29.1747055
[43]  31.3671119  33.5595183  35.7519247  37.9443311  40.1367375  42.3291439
[49]  44.5215503  46.7139567

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.522920e-03 8.445020e-03 9.963558e-03 1.085523e-02 1.100289e-02
 [2,] 7.144855e-03 1.010059e-02 1.282860e-02 1.486981e-02 1.594257e-02
 [3,] 6.790840e-03 1.060355e-02 1.467347e-02 1.826199e-02 2.077218e-02
 [4,] 5.573194e-03 9.703056e-03 1.480511e-02 2.003095e-02 2.439633e-02
 [5,] 3.940651e-03 7.702609e-03 1.308718e-02 1.949021e-02 2.574740e-02
 [6,] 2.401062e-03 5.293051e-03 1.008647e-02 1.670650e-02 2.425448e-02
 [7,] 1.263096e-03 3.148873e-03 6.761962e-03 1.255075e-02 2.024469e-02
 [8,] 5.751342e-04 1.623964e-03 3.941396e-03 8.239041e-03 1.488364e-02
 [9,] 2.271207e-04 7.270469e-04 1.997924e-03 4.718733e-03 9.597737e-03
[10,] 7.782080e-05 2.826223e-04 8.804649e-04 2.354506e-03 5.411007e-03
[11,] 2.312102e-05 9.526828e-05 3.367482e-04 1.021149e-03 2.657938e-03
[12,] 5.992189e-06 2.785317e-05 1.115432e-04 3.836996e-04 1.132837e-03
[13,] 1.447769e-06 7.237177e-06 3.222326e-05 1.248975e-04 4.175618e-04
[14,] 4.648144e-07 1.995983e-06 8.766721e-06 3.627931e-05 1.343462e-04
[15,] 3.281066e-07 9.889501e-07 3.243678e-06 1.145586e-05 4.130785e-05
[16,] 3.984450e-07 9.413856e-07 2.457878e-06 6.506853e-06 1.780927e-05
[17,] 7.205534e-07 1.201217e-06 2.650328e-06 6.402491e-06 1.500127e-05
[18,] 1.745956e-06 2.174838e-06 3.401867e-06 7.087454e-06 1.630158e-05
[19,] 4.305332e-06 5.140303e-06 6.131230e-06 9.017057e-06 1.778833e-05
[20,] 9.306229e-06 1.213435e-05 1.410220e-05 1.613788e-05 2.234354e-05
[21,] 1.689053e-05 2.495539e-05 3.184142e-05 3.604738e-05 3.964705e-05
[22,] 2.548025e-05 4.302898e-05 6.229092e-05 7.778941e-05 8.584275e-05
[23,] 3.187589e-05 6.164529e-05 1.020296e-04 1.447275e-04 1.769243e-04
[24,] 3.305202e-05 7.323253e-05 1.388157e-04 2.251841e-04 3.129977e-04
[25,] 2.840280e-05 7.210702e-05 1.565982e-04 2.909507e-04 4.625892e-04
[26,] 2.022745e-05 5.884060e-05 1.464193e-04 3.116815e-04 5.676000e-04
[27,] 1.193810e-05 3.979174e-05 1.134577e-04 2.767323e-04 5.773994e-04
[28,] 5.839056e-06 2.230092e-05 7.285942e-05 2.036253e-04 4.868133e-04
[29,] 2.366812e-06 1.035777e-05 3.877497e-05 1.241708e-04 3.401501e-04
[30,] 7.950571e-07 3.986788e-06 1.710136e-05 6.275106e-05 1.969673e-04
[31,] 2.213330e-07 1.271726e-06 6.250625e-06 2.628065e-05 9.452172e-05
[32,] 5.106316e-08 3.361842e-07 1.893345e-06 9.121469e-06 3.759089e-05
[33,] 9.762983e-09 7.365031e-08 4.752798e-07 2.623656e-06 1.238931e-05
[34,] 1.546931e-09 1.337166e-08 9.887409e-08 6.254065e-07 3.383958e-06
[35,] 2.031294e-10 2.011915e-09 1.704626e-08 1.235468e-07 7.659781e-07
[36,] 2.210487e-11 2.508691e-10 2.435506e-09 2.022618e-08 1.436882e-07
[37,] 1.993502e-12 2.592378e-11 2.883784e-10 2.744162e-09 2.233775e-08
[38,] 1.489906e-13 2.220051e-12 2.829760e-11 3.085454e-10 2.877870e-09
[39,] 9.228149e-15 1.575582e-13 2.301177e-12 2.875027e-11 3.072674e-10
[40,] 4.736785e-16 9.266858e-15 1.550829e-13 2.220129e-12 2.718787e-11
[41,] 2.014959e-17 4.516869e-16 8.661465e-15 1.420784e-13 1.993643e-12
[42,] 7.103325e-19 1.824548e-17 4.008959e-16 7.535127e-15 1.211525e-13
[43,] 2.075257e-20 6.107842e-19 1.537753e-17 3.311829e-16 6.101435e-15
[44,] 5.024514e-22 1.694464e-20 4.888251e-19 1.206306e-17 2.546501e-16
[45,] 1.008164e-23 3.895758e-22 1.287761e-20 3.641343e-19 8.807862e-18
[46,] 1.676410e-25 7.422726e-24 2.811443e-22 9.109151e-21 2.524697e-19
[47,] 2.310173e-27 1.172060e-25 5.086724e-24 1.888466e-22 5.997397e-21
[48,] 2.638277e-29 1.533728e-27 7.627091e-26 3.244534e-24 1.180670e-22
[49,] 2.496960e-31 1.663266e-29 9.477523e-28 4.619666e-26 1.926234e-24
[50,] 1.958458e-33 1.494813e-31 9.759834e-30 5.451055e-28 2.604362e-26
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.038849e-02 9.137111e-03 7.545500e-03 5.986675e-03 4.719796e-03
 [2,] 1.593022e-02 1.486140e-02 1.296743e-02 1.070292e-02 8.583094e-03
 [3,] 2.189341e-02 2.155165e-02 1.986659e-02 1.721764e-02 1.424261e-02
 [4,] 2.719442e-02 2.814345e-02 2.727348e-02 2.484669e-02 2.142304e-02
 [5,] 3.064235e-02 3.342322e-02 3.392025e-02 3.233910e-02 2.913039e-02
 [6,] 3.124142e-02 3.627606e-02 3.865921e-02 3.842736e-02 3.602580e-02
 [7,] 2.861911e-02 3.589710e-02 4.061167e-02 4.222967e-02 4.107544e-02
 [8,] 2.336109e-02 3.212920e-02 3.920813e-02 4.318095e-02 4.378277e-02
 [9,] 1.686728e-02 2.575107e-02 3.444527e-02 4.089051e-02 4.384689e-02
[10,] 1.070804e-02 1.830801e-02 2.719278e-02 3.539658e-02 4.092183e-02
[11,] 5.945316e-03 1.145154e-02 1.905975e-02 2.757026e-02 3.498459e-02
[12,] 2.871374e-03 6.255188e-03 1.173700e-02 1.904051e-02 2.687596e-02
[13,] 1.200160e-03 2.963637e-03 6.292998e-03 1.151711e-02 1.824515e-02
[14,] 4.342943e-04 1.213121e-03 2.918049e-03 6.044030e-03 1.080487e-02
[15,] 1.412646e-04 4.347848e-04 1.172732e-03 2.741689e-03 5.538707e-03
[16,] 5.152920e-05 1.521635e-04 4.291589e-04 1.097216e-03 2.472941e-03
[17,] 3.389702e-05 7.724905e-05 1.832928e-04 4.427635e-04 1.028518e-03
[18,] 3.582841e-05 7.280247e-05 1.401508e-04 2.677655e-04 5.243384e-04
[19,] 3.935003e-05 8.319837e-05 1.599293e-04 2.809776e-04 4.651909e-04
[20,] 4.173045e-05 8.902868e-05 1.827717e-04 3.396471e-04 5.684006e-04
[21,] 5.173979e-05 9.138599e-05 1.880356e-04 3.759749e-04 6.809690e-04
[22,] 9.089754e-05 1.119542e-04 1.867570e-04 3.702524e-04 7.215960e-04
[23,] 1.904295e-04 1.944408e-04 2.263534e-04 3.561720e-04 6.794337e-04
[24,] 3.746132e-04 3.934857e-04 3.880070e-04 4.276187e-04 6.340210e-04
[25,] 6.300744e-04 7.384092e-04 7.572753e-04 7.221611e-04 7.548120e-04
[26,] 8.845012e-04 1.180595e-03 1.354942e-03 1.357309e-03 1.253435e-03
[27,] 1.030641e-03 1.574151e-03 2.059048e-03 2.314445e-03 2.265572e-03
[28,] 9.955953e-04 1.741863e-03 2.607586e-03 3.342620e-03 3.680179e-03
[29,] 7.970877e-04 1.597830e-03 2.740074e-03 4.020454e-03 5.050811e-03
[30,] 5.288718e-04 1.214761e-03 2.386817e-03 4.011921e-03 5.769729e-03
[31,] 2.908103e-04 7.653695e-04 1.723123e-03 3.318555e-03 5.467441e-03
[32,] 1.325205e-04 3.996377e-04 1.030938e-03 2.275008e-03 4.294574e-03
[33,] 5.004607e-05 1.729321e-04 5.111682e-04 1.292514e-03 2.795699e-03
[34,] 1.566283e-05 6.201523e-05 2.100433e-04 6.085586e-04 1.508269e-03
[35,] 4.062413e-06 1.843039e-05 7.152656e-05 2.374561e-04 6.743447e-04
[36,] 8.731950e-07 4.539250e-06 2.018549e-05 7.678521e-05 2.498611e-04
[37,] 1.555435e-07 9.265037e-07 4.720900e-06 2.057716e-05 7.672358e-05
[38,] 2.296181e-08 1.567197e-07 9.150054e-07 4.569900e-06 1.952417e-05
[39,] 2.809142e-09 2.196917e-08 1.469725e-07 8.410881e-07 4.117463e-06
[40,] 2.848097e-10 2.552215e-09 1.956419e-08 1.282891e-07 7.196151e-07
[41,] 2.393037e-11 2.457164e-10 2.158247e-09 1.621629e-08 1.042280e-07
[42,] 1.666314e-12 1.960487e-11 1.973120e-10 1.698737e-09 1.251069e-08
[43,] 9.615653e-14 1.296308e-12 1.494927e-11 1.474739e-10 1.244494e-09
[44,] 4.598467e-15 7.103380e-14 9.386403e-13 1.061003e-11 1.025928e-10
[45,] 1.822477e-16 3.225792e-15 4.884194e-14 6.326051e-13 7.008986e-12
[46,] 5.985814e-18 1.214004e-16 2.106196e-15 3.125799e-14 3.968314e-13
[47,] 1.629293e-19 3.786329e-18 7.526958e-17 1.279983e-15 1.861964e-14
[48,] 3.675253e-21 9.786530e-20 2.229217e-18 4.343695e-17 7.240174e-16
[49,] 6.870529e-23 2.096303e-21 5.471419e-20 1.221601e-18 2.333143e-17
[50,] 1.064400e-24 3.721271e-23 1.112909e-21 2.847157e-20 6.230830e-19
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.772144e-03 3.003908e-03 2.279343e-03 1.577078e-03 9.662581e-04
 [2,] 6.911970e-03 5.652387e-03 4.566203e-03 3.474402e-03 2.390343e-03
 [3,] 1.158883e-02 9.559036e-03 7.997857e-03 6.543050e-03 4.986508e-03
 [4,] 1.782169e-02 1.477640e-02 1.251690e-02 1.071218e-02 8.863799e-03
 [5,] 2.504418e-02 2.104227e-02 1.786394e-02 1.557962e-02 1.363559e-02
 [6,] 3.211869e-02 2.762350e-02 2.356991e-02 2.059966e-02 1.854168e-02
 [7,] 3.786968e-02 3.348226e-02 2.894357e-02 2.525444e-02 2.285604e-02
 [8,] 4.166834e-02 3.782490e-02 3.328533e-02 2.911867e-02 2.620091e-02
 [9,] 4.337989e-02 4.045897e-02 3.628080e-02 3.197373e-02 2.857134e-02
[10,] 4.280508e-02 4.144342e-02 3.804415e-02 3.392024e-02 3.022233e-02
[11,] 3.949970e-02 4.047761e-02 3.858368e-02 3.514145e-02 3.147575e-02
[12,] 3.334833e-02 3.694826e-02 3.735289e-02 3.538366e-02 3.234531e-02
[13,] 2.520285e-02 3.071686e-02 3.362065e-02 3.384437e-02 3.223498e-02
[14,] 1.675487e-02 2.273430e-02 2.737114e-02 2.983734e-02 3.022317e-02
[15,] 9.684521e-03 1.473971e-02 1.973290e-02 2.362377e-02 2.587413e-02
[16,] 4.858905e-03 8.311807e-03 1.244862e-02 1.652362e-02 1.981067e-02
[17,] 2.186172e-03 4.136411e-03 6.901434e-03 1.018559e-02 1.346812e-02
[18,] 1.039453e-03 1.993990e-03 3.545163e-03 5.705563e-03 8.276653e-03
[19,] 7.560950e-04 1.241312e-03 2.048071e-03 3.290704e-03 4.989766e-03
[20,] 8.717621e-04 1.262975e-03 1.789291e-03 2.537261e-03 3.598168e-03
[21,] 1.105208e-03 1.625308e-03 2.214484e-03 2.879088e-03 3.677528e-03
[22,] 1.277608e-03 2.024915e-03 2.896502e-03 3.809410e-03 4.725481e-03
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[10,] 6.404733e-05 2.191590e-05 6.690740e-06 1.816707e-06 4.389467e-07
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[15,] 1.035178e-02 6.543864e-03 3.782651e-03 1.982422e-03 9.379412e-04
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[35,] 2.617483e-04 2.597694e-04 3.191965e-04 3.643601e-04 3.609362e-04
[36,] 3.544366e-04 1.625265e-04 1.365706e-04 1.575105e-04 1.749568e-04
[37,] 7.273651e-04 2.487480e-04 9.822860e-05 6.843474e-05 7.273838e-05
[38,] 1.402360e-03 5.068729e-04 1.654757e-04 5.766965e-05 3.290611e-05
[39,] 2.370775e-03 9.475373e-04 3.326833e-04 1.042326e-04 3.278591e-05
[40,] 3.593413e-03 1.573343e-03 6.086321e-04 2.069079e-04 6.231652e-05
[41,] 5.108451e-03 2.410387e-03 1.013153e-03 3.767429e-04 1.232807e-04
[42,] 7.112424e-03 3.587475e-03 1.615974e-03 6.470956e-04 2.292947e-04
[43,] 9.788361e-03 5.327109e-03 2.577895e-03 1.105781e-03 4.195587e-04
[44,] 1.288774e-02 7.710549e-03 4.081669e-03 1.902529e-03 7.790970e-04
[45,] 1.549307e-02 1.033496e-02 6.095150e-03 3.152566e-03 1.423526e-03
[46,] 1.641423e-02 1.227102e-02 8.141094e-03 4.738594e-03 2.402151e-03
[47,] 1.503478e-02 1.257477e-02 9.402804e-03 6.193082e-03 3.556626e-03
[48,] 1.181759e-02 1.099285e-02 9.237160e-03 6.884263e-03 4.490684e-03
[49,] 7.967086e-03 8.173006e-03 7.671329e-03 6.447953e-03 4.772882e-03
[50,] 4.622713e-03 5.177310e-03 5.383746e-03 5.074998e-03 4.249332e-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  
     -6.747        1.026  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/797591226609014.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] -37.6140251 -36.0379424 -34.4618597 -32.8857771 -31.3096944 -29.7336118
 [7] -28.1575291 -26.5814465 -25.0053638 -23.4292812 -21.8531985 -20.2771158
[13] -18.7010332 -17.1249505 -15.5488679 -13.9727852 -12.3967026 -10.8206199
[19]  -9.2445373  -7.6684546  -6.0923719  -4.5162893  -2.9402066  -1.3641240
[25]   0.2119587   1.7880413   3.3641240   4.9402066   6.5162893   8.0923719
[31]   9.6684546  11.2445373  12.8206199  14.3967026  15.9727852  17.5488679
[37]  19.1249505  20.7010332  22.2771158  23.8531985  25.4292812  27.0053638
[43]  28.5814465  30.1575291  31.7336118  33.3096944  34.8857771  36.4618597
[49]  38.0379424  39.6140251

$yords
 [1] -60.7139567 -58.5215503 -56.3291439 -54.1367375 -51.9443311 -49.7519247
 [7] -47.5595183 -45.3671119 -43.1747055 -40.9822992 -38.7898928 -36.5974864
[13] -34.4050800 -32.2126736 -30.0202672 -27.8278608 -25.6354544 -23.4430480
[19] -21.2506416 -19.0582352 -16.8658288 -14.6734224 -12.4810160 -10.2886096
[25]  -8.0962032  -5.9037968  -3.7113904  -1.5189840   0.6734224   2.8658288
[31]   5.0582352   7.2506416   9.4430480  11.6354544  13.8278608  16.0202672
[37]  18.2126736  20.4050800  22.5974864  24.7898928  26.9822992  29.1747055
[43]  31.3671119  33.5595183  35.7519247  37.9443311  40.1367375  42.3291439
[49]  44.5215503  46.7139567

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.633767e-03 5.168400e-03 4.750245e-03 3.629822e-03 2.378995e-03
 [2,] 5.200167e-03 7.003170e-03 7.789752e-03 7.164093e-03 5.512666e-03
 [3,] 4.657773e-03 7.424824e-03 9.922453e-03 1.100980e-02 1.014842e-02
 [4,] 3.634093e-03 6.425683e-03 9.999626e-03 1.322494e-02 1.463563e-02
 [5,] 2.994115e-03 5.133365e-03 8.500237e-03 1.278071e-02 1.665198e-02
 [6,] 3.006831e-03 4.640142e-03 7.144238e-03 1.089540e-02 1.561854e-02
 [7,] 3.252719e-03 4.982146e-03 7.085541e-03 9.843016e-03 1.366429e-02
 [8,] 3.174965e-03 5.343034e-03 7.882534e-03 1.053750e-02 1.339200e-02
 [9,] 2.583301e-03 4.980078e-03 8.223903e-03 1.180025e-02 1.507365e-02
[10,] 1.708780e-03 3.831695e-03 7.282186e-03 1.183041e-02 1.661228e-02
[11,] 9.118271e-04 2.397264e-03 5.301029e-03 9.931270e-03 1.588965e-02
[12,] 3.926942e-04 1.216431e-03 3.149178e-03 6.857353e-03 1.265171e-02
[13,] 1.377937e-04 5.037589e-04 1.531857e-03 3.894159e-03 8.329135e-03
[14,] 4.019295e-05 1.731091e-04 6.183039e-04 1.837866e-03 4.569027e-03
[15,] 1.002986e-05 5.061809e-05 2.118155e-04 7.355597e-04 2.126480e-03
[16,] 2.251351e-06 1.297130e-05 6.311802e-05 2.555965e-04 8.594689e-04
[17,] 5.763608e-07 3.164883e-06 1.685842e-05 7.841944e-05 3.064330e-04
[18,] 3.049938e-07 1.109063e-06 4.761101e-06 2.224715e-05 9.716605e-05
[19,] 2.645741e-07 8.320423e-07 2.462374e-06 8.000169e-06 3.044818e-05
[20,] 2.093827e-07 7.526643e-07 2.259727e-06 5.938336e-06 1.530291e-05
[21,] 1.302083e-07 5.644976e-07 2.005461e-06 5.877874e-06 1.452664e-05
[22,] 6.233624e-08 3.282515e-07 1.412944e-06 4.975956e-06 1.437935e-05
[23,] 2.291520e-08 1.466982e-07 7.674314e-07 3.281103e-06 1.146910e-05
[24,] 6.466138e-09 5.033051e-08 3.201205e-07 1.663799e-06 7.066639e-06
[25,] 1.400511e-09 1.325454e-08 1.025029e-07 6.477465e-07 3.344816e-06
[26,] 2.328336e-10 2.679269e-09 2.519300e-08 1.935710e-07 1.215333e-06
[27,] 2.971134e-11 4.157053e-10 4.752713e-09 4.440118e-08 3.389545e-07
[28,] 2.910155e-12 4.950764e-11 6.882097e-10 7.817474e-09 7.256145e-08
[29,] 2.187900e-13 4.525601e-12 7.649224e-11 1.056467e-09 1.192306e-08
[30,] 1.262571e-14 3.175392e-13 6.525760e-12 1.095878e-10 1.503789e-09
[31,] 5.592444e-16 1.710157e-14 4.273287e-13 8.725413e-12 1.455806e-10
[32,] 1.901363e-17 7.069553e-16 2.147884e-14 5.332457e-13 1.081777e-11
[33,] 4.961874e-19 2.243186e-17 8.286607e-16 2.501417e-14 6.170054e-13
[34,] 9.939022e-21 5.463313e-19 2.453918e-17 9.006625e-16 2.701206e-14
[35,] 1.528125e-22 1.021325e-20 5.577769e-19 2.489175e-17 9.077030e-16
[36,] 1.803399e-24 1.465513e-22 9.731475e-21 5.280393e-19 2.341248e-17
[37,] 1.633584e-26 1.614106e-24 1.303208e-22 8.597935e-21 4.635195e-19
[38,] 1.135819e-28 1.364559e-26 1.339574e-24 1.074582e-22 7.043789e-21
[39,] 6.061693e-31 8.854621e-29 1.056907e-26 1.030867e-24 8.216032e-23
[40,] 2.483111e-33 4.410268e-31 6.400654e-29 7.590723e-27 7.355892e-25
[41,] 7.807569e-36 1.686077e-33 2.975290e-31 4.290234e-29 5.055056e-27
[42,] 1.884312e-38 4.947743e-36 1.061578e-33 1.861213e-31 2.666453e-29
[43,] 3.490658e-41 1.114434e-38 2.907311e-36 6.197674e-34 1.079591e-31
[44,] 4.963397e-44 1.926721e-41 6.111511e-39 1.584086e-36 3.355076e-34
[45,] 5.417116e-47 2.556823e-44 9.861050e-42 3.107751e-39 8.003182e-37
[46,] 4.538106e-50 2.604354e-47 1.221280e-44 4.679840e-42 1.465347e-39
[47,] 2.918070e-53 2.036169e-50 1.160972e-47 5.409170e-45 2.059365e-42
[48,] 1.440247e-56 1.221934e-53 8.471267e-51 4.798995e-48 2.221498e-45
[49,] 5.456303e-60 5.628622e-57 4.744553e-54 3.268061e-51 1.839411e-48
[50,] 1.586614e-63 1.990068e-60 2.039642e-57 1.708212e-54 1.169025e-51
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.464382e-03 1.006070e-03 8.499431e-04 7.773242e-04 6.567820e-04
 [2,] 3.696717e-03 2.408924e-03 1.807971e-03 1.630588e-03 1.522370e-03
 [3,] 7.891903e-03 5.453048e-03 3.793254e-03 3.098519e-03 2.942251e-03
 [4,] 1.354342e-02 1.068605e-02 7.663071e-03 5.722401e-03 5.047582e-03
 [5,] 1.836171e-02 1.708293e-02 1.373238e-02 1.028847e-02 8.265036e-03
 [6,] 1.990877e-02 2.182479e-02 2.043428e-02 1.680155e-02 1.322298e-02
 [7,] 1.840151e-02 2.273181e-02 2.467781e-02 2.325782e-02 1.962765e-02
 [8,] 1.687429e-02 2.107033e-02 2.493897e-02 2.665849e-02 2.527211e-02
 [9,] 1.784008e-02 2.053577e-02 2.358870e-02 2.644304e-02 2.763459e-02
[10,] 2.052323e-02 2.300754e-02 2.450831e-02 2.588382e-02 2.723173e-02
[11,] 2.191318e-02 2.639429e-02 2.841491e-02 2.843683e-02 2.779498e-02
[12,] 1.993307e-02 2.704064e-02 3.190988e-02 3.331880e-02 3.177286e-02
[13,] 1.510197e-02 2.339749e-02 3.121929e-02 3.617910e-02 3.687908e-02
[14,] 9.562333e-03 1.697918e-02 2.579307e-02 3.378966e-02 3.846150e-02
[15,] 5.143234e-03 1.047740e-02 1.812569e-02 2.687105e-02 3.443191e-02
[16,] 2.405389e-03 5.629908e-03 1.109648e-02 1.858227e-02 2.670844e-02
[17,] 9.958094e-04 2.691009e-03 6.072046e-03 1.151996e-02 1.855284e-02
[18,] 3.649845e-04 1.146407e-03 2.992811e-03 6.507383e-03 1.185921e-02
[19,] 1.202068e-04 4.295043e-04 1.303734e-03 3.297282e-03 6.930464e-03
[20,] 4.484866e-05 1.501721e-04 4.970588e-04 1.450412e-03 3.562634e-03
[21,] 3.225773e-05 7.360378e-05 1.951777e-04 5.684940e-04 1.566650e-03
[22,] 3.443266e-05 7.047709e-05 1.341135e-04 2.750575e-04 6.572454e-04
[23,] 3.281923e-05 7.721474e-05 1.515087e-04 2.589951e-04 4.293672e-04
[24,] 2.453142e-05 6.964276e-05 1.619948e-04 3.107214e-04 5.017224e-04
[25,] 1.411392e-05 4.867023e-05 1.371914e-04 3.163762e-04 5.985796e-04
[26,] 6.235149e-06 2.613963e-05 8.955029e-05 2.507253e-04 5.739229e-04
[27,] 2.114383e-06 1.077760e-05 4.489083e-05 1.527914e-04 4.249784e-04
[28,] 5.503520e-07 3.410912e-06 1.727412e-05 7.148575e-05 2.417377e-04
[29,] 1.099551e-07 8.285865e-07 5.102177e-06 2.567265e-05 1.055563e-04
[30,] 1.686192e-08 1.544979e-07 1.156733e-06 7.076869e-06 3.537917e-05
[31,] 1.984798e-09 2.211182e-08 2.012926e-07 1.497370e-06 9.101841e-06
[32,] 1.793259e-10 2.429093e-09 2.688688e-08 2.431840e-07 1.797334e-06
[33,] 1.243619e-11 2.048241e-10 2.756579e-09 3.031505e-08 2.724244e-07
[34,] 6.619859e-13 1.325670e-11 2.169291e-10 2.900676e-09 3.169428e-08
[35,] 2.704753e-14 6.585781e-13 1.310336e-11 2.130382e-10 2.830307e-09
[36,] 8.482502e-16 2.511289e-14 6.075263e-13 1.200974e-11 1.940011e-10
[37,] 2.041914e-17 7.350267e-16 2.162045e-14 5.196695e-13 1.020687e-11
[38,] 3.772842e-19 1.651305e-17 5.905849e-16 1.725992e-14 4.121914e-13
[39,] 5.350783e-21 2.847536e-19 1.238276e-17 4.400156e-16 1.277684e-14
[40,] 5.824833e-23 3.769020e-21 1.992830e-19 8.610237e-18 3.039948e-16
[41,] 4.867064e-25 3.829176e-23 2.461732e-21 1.293243e-19 5.551714e-18
[42,] 3.121534e-27 2.986068e-25 2.334150e-23 1.490950e-21 7.782272e-20
[43,] 1.536691e-29 1.787358e-27 1.698770e-25 1.319362e-23 8.373446e-22
[44,] 5.806610e-32 8.211852e-30 9.489827e-28 8.961545e-26 6.915454e-24
[45,] 1.684132e-34 2.895931e-32 4.069113e-30 4.672185e-28 4.383853e-26
[46,] 3.749275e-37 7.838863e-35 1.339242e-32 1.869715e-30 2.133095e-28
[47,] 6.406686e-40 1.628670e-37 3.383250e-35 5.743110e-33 7.966756e-31
[48,] 8.403100e-43 2.597367e-40 6.560385e-38 1.354065e-35 2.283885e-33
[49,] 8.459913e-46 3.179464e-43 9.764391e-41 2.450490e-38 5.025614e-36
[50,] 6.537393e-49 2.987357e-46 1.115512e-43 3.403928e-41 8.488272e-39
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.757647e-04 2.879057e-04 1.441969e-04 5.952232e-05 2.019986e-05
 [2,] 1.284391e-03 9.231765e-04 5.537187e-04 2.749417e-04 1.125663e-04
 [3,] 2.781340e-03 2.336629e-03 1.665056e-03 9.895643e-04 4.870451e-04
 [4,] 4.982114e-03 4.738726e-03 3.956312e-03 2.793309e-03 1.644535e-03
 [5,] 7.790698e-03 7.905741e-03 7.530928e-03 6.239781e-03 4.363291e-03
 [6,] 1.141062e-02 1.136397e-02 1.175121e-02 1.117401e-02 9.179877e-03
 [7,] 1.628689e-02 1.503146e-02 1.564431e-02 1.637303e-02 1.550611e-02
 [8,] 2.195262e-02 1.924384e-02 1.887611e-02 2.033158e-02 2.142669e-02
 [9,] 2.631352e-02 2.358490e-02 2.185210e-02 2.261739e-02 2.500265e-02
[10,] 2.762093e-02 2.638193e-02 2.446508e-02 2.394705e-02 2.595481e-02
[11,] 2.733517e-02 2.677190e-02 2.566188e-02 2.471745e-02 2.552584e-02
[12,] 2.907202e-02 2.680478e-02 2.535346e-02 2.450343e-02 2.465411e-02
[13,] 3.390287e-02 2.944156e-02 2.571491e-02 2.369585e-02 2.335102e-02
[14,] 3.841463e-02 3.434860e-02 2.871995e-02 2.418030e-02 2.213025e-02
[15,] 3.842074e-02 3.764634e-02 3.295762e-02 2.692165e-02 2.237271e-02
[16,] 3.327832e-02 3.625099e-02 3.481743e-02 2.999730e-02 2.431166e-02
[17,] 2.566040e-02 3.085499e-02 3.261384e-02 3.063508e-02 2.611055e-02
[18,] 1.829315e-02 2.419939e-02 2.787946e-02 2.841774e-02 2.606573e-02
[19,] 1.216094e-02 1.798119e-02 2.272357e-02 2.501565e-02 2.454845e-02
[20,] 7.276047e-03 1.236798e-02 1.764079e-02 2.143205e-02 2.270240e-02
[21,] 3.731116e-03 7.438102e-03 1.234228e-02 1.715864e-02 2.032112e-02
[22,] 1.644848e-03 3.756209e-03 7.318268e-03 1.193940e-02 1.637900e-02
[23,] 8.000163e-04 1.706235e-03 3.632658e-03 6.879348e-03 1.109257e-02
[24,] 7.243929e-04 1.065032e-03 1.811854e-03 3.414172e-03 6.175407e-03
[25,] 9.379106e-04 1.253891e-03 1.551679e-03 2.060461e-03 3.208480e-03
[26,] 1.075415e-03 1.656490e-03 2.126675e-03 2.374988e-03 2.568897e-03
[27,] 9.661259e-04 1.796144e-03 2.735909e-03 3.435885e-03 3.631406e-03
[28,] 6.680080e-04 1.508572e-03 2.784896e-03 4.206091e-03 5.212066e-03
[29,] 3.546497e-04 9.736992e-04 2.184644e-03 4.006141e-03 6.006786e-03
[30,] 1.445290e-04 4.824681e-04 1.316128e-03 2.934025e-03 5.345783e-03
[31,] 4.520962e-05 1.835013e-04 6.086446e-04 1.649762e-03 3.654624e-03
[32,] 1.085488e-05 5.357096e-05 2.160491e-04 7.120526e-04 1.917965e-03
[33,] 2.000493e-06 1.200433e-05 5.886548e-05 2.358985e-04 7.726228e-04
[34,] 2.829874e-07 2.064740e-06 1.231086e-05 5.998733e-05 2.389016e-04
[35,] 3.072666e-08 2.725908e-07 1.976223e-06 1.170888e-05 5.670158e-05
[36,] 2.560836e-09 2.762333e-08 2.435025e-07 1.754257e-06 1.032992e-05
[37,] 1.638198e-10 2.148620e-09 2.302985e-08 2.017408e-07 1.444526e-06
[38,] 8.043954e-12 1.282811e-10 1.671859e-09 1.780810e-08 1.550535e-07
[39,] 3.031736e-13 5.878757e-12 9.316002e-11 1.206606e-09 1.277519e-08
[40,] 8.770655e-15 2.067893e-13 3.984566e-12 6.275357e-11 8.079481e-10
[41,] 1.947563e-16 5.583296e-15 1.308142e-13 2.505170e-12 3.922221e-11
[42,] 3.319481e-18 1.157108e-16 3.296486e-15 7.676497e-14 1.461554e-12
[43,] 4.342784e-20 1.840678e-18 6.376339e-17 1.805582e-15 4.180559e-14
[44,] 4.360997e-22 2.247517e-20 9.467075e-19 3.259874e-17 9.178942e-16
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[24,] 3.965676e-02 3.383970e-02 2.729116e-02 2.065213e-02 1.462540e-02
[25,] 4.661189e-02 4.114217e-02 3.510637e-02 2.880634e-02 2.261494e-02
[26,] 5.618663e-02 4.985788e-02 4.323731e-02 3.662195e-02 3.033309e-02
[27,] 6.976708e-02 6.185146e-02 5.364501e-02 4.548340e-02 3.791542e-02
[28,] 8.661515e-02 7.742655e-02 6.751143e-02 5.728293e-02 4.731432e-02
[29,] 1.036820e-01 9.460489e-02 8.383481e-02 7.212635e-02 5.994796e-02
[30,] 1.163996e-01 1.097881e-01 9.973639e-02 8.778558e-02 7.465605e-02
[31,] 1.192769e-01 1.186027e-01 1.116659e-01 1.010481e-01 8.837854e-02
[32,] 1.078888e-01 1.163558e-01 1.158949e-01 1.089428e-01 9.817648e-02
[33,] 8.334777e-02 1.003498e-01 1.088248e-01 1.086229e-01 1.019500e-01
[34,] 5.403588e-02 7.387465e-02 8.954350e-02 9.766045e-02 9.772669e-02
[35,] 3.026116e-02 4.617818e-02 6.302614e-02 7.675530e-02 8.417018e-02
[36,] 1.712081e-02 2.628357e-02 3.853404e-02 5.194243e-02 6.329129e-02
[37,] 1.309544e-02 1.712790e-02 2.328214e-02 3.176946e-02 4.154956e-02
[38,] 1.396446e-02 1.579760e-02 1.812710e-02 2.139375e-02 2.624360e-02
[39,] 1.643900e-02 1.781450e-02 1.910503e-02 1.985447e-02 2.046925e-02
[40,] 1.855943e-02 2.016983e-02 2.172812e-02 2.251514e-02 2.183523e-02
[41,] 1.869343e-02 2.121565e-02 2.337906e-02 2.510266e-02 2.541458e-02
[42,] 1.587259e-02 1.974584e-02 2.286635e-02 2.550856e-02 2.734970e-02
[43,] 1.090982e-02 1.549462e-02 1.963840e-02 2.316527e-02 2.615937e-02
[44,] 5.924951e-03 9.868163e-03 1.421318e-02 1.833126e-02 2.203217e-02
[45,] 2.509300e-03 4.979087e-03 8.369727e-03 1.221233e-02 1.604079e-02
[46,] 8.230175e-04 1.963079e-03 3.916127e-03 6.635995e-03 9.817554e-03
[47,] 2.082747e-04 6.001977e-04 1.435162e-03 2.874307e-03 4.912649e-03
[48,] 4.058244e-05 1.417033e-04 4.085366e-04 9.777971e-04 1.966368e-03
[49,] 6.081354e-06 2.577205e-05 8.989943e-05 2.588897e-04 6.201081e-04
[50,] 7.003564e-07 3.605721e-06 1.524954e-05 5.305874e-05 1.525620e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.071398e-35 8.406772e-38 2.790810e-40 7.587308e-43 1.693791e-45
 [2,] 6.859457e-33 3.387493e-35 1.369664e-37 4.544682e-40 1.243755e-42
 [3,] 1.746989e-30 1.050545e-32 5.181736e-35 2.105673e-37 7.115573e-40
 [4,] 3.426497e-28 2.512521e-30 1.516357e-32 7.594526e-35 3.209170e-37
 [5,] 5.187615e-26 4.650427e-28 3.453221e-30 2.155592e-32 1.162329e-34
 [6,] 6.086037e-24 6.701968e-26 6.183311e-28 4.898809e-30 3.465470e-32
 [7,] 5.568867e-22 7.596568e-24 8.847908e-26 9.126119e-28 8.715215e-30
 [8,] 4.015675e-20 6.878295e-22 1.034472e-23 1.427973e-25 1.870936e-27
 [9,] 2.317063e-18 5.079788e-20 1.011735e-21 1.903031e-23 3.400388e-25
[10,] 1.090899e-16 3.127703e-18 8.400085e-20 2.149064e-21 5.113710e-23
[11,] 4.273187e-15 1.628229e-16 5.904647e-18 2.014379e-19 6.204327e-21
[12,] 1.408871e-13 7.154815e-15 3.450175e-16 1.528720e-17 5.953829e-19
[13,] 3.900860e-12 2.611511e-13 1.636704e-14 9.203958e-16 4.461312e-17
[14,] 8.940439e-11 7.748209e-12 6.177319e-13 4.336757e-14 2.590720e-15
[15,] 1.664352e-09 1.833393e-10 1.829346e-11 1.586302e-12 1.161118e-13
[16,] 2.475035e-08 3.413844e-09 4.215123e-10 4.484273e-11 4.007586e-12
[17,] 2.906008e-07 4.961833e-08 7.522076e-09 9.774094e-10 1.064065e-10
[18,] 2.675547e-06 5.605178e-07 1.037301e-07 1.640915e-08 2.172388e-09
[19,] 1.925501e-05 4.912777e-06 1.104527e-06 2.121290e-07 3.410037e-08
[20,] 1.082526e-04 3.340720e-05 9.083315e-06 2.112153e-06 4.116422e-07
[21,] 4.760795e-04 1.764666e-04 5.774689e-05 1.620892e-05 3.823029e-06
[22,] 1.642712e-03 7.257853e-04 2.842849e-04 9.597586e-05 2.733484e-05
[23,] 4.468996e-03 2.332520e-03 1.086399e-03 4.391771e-04 1.506156e-04
[24,] 9.664530e-03 5.889582e-03 3.234410e-03 1.556582e-03 6.404198e-04
[25,] 1.686978e-02 1.179311e-02 7.544392e-03 4.287745e-03 2.105549e-03
[26,] 2.450798e-02 1.907061e-02 1.392923e-02 9.231363e-03 5.369355e-03
[27,] 3.139511e-02 2.586494e-02 2.079517e-02 1.570677e-02 1.067974e-02
[28,] 3.851850e-02 3.157835e-02 2.628371e-02 2.164531e-02 1.676549e-02
[29,] 4.814572e-02 3.805230e-02 3.062034e-02 2.552389e-02 2.136163e-02
[30,] 6.085495e-02 4.749564e-02 3.630211e-02 2.846328e-02 2.356538e-02
[31,] 7.434194e-02 5.947849e-02 4.512069e-02 3.327401e-02 2.526516e-02
[32,] 8.529360e-02 7.095781e-02 5.574103e-02 4.111614e-02 2.921238e-02
[33,] 9.147185e-02 7.890937e-02 6.490980e-02 5.007092e-02 3.592038e-02
[34,] 9.163041e-02 8.190105e-02 7.019581e-02 5.712004e-02 4.328287e-02
[35,] 8.450625e-02 7.928665e-02 7.076712e-02 6.041387e-02 4.873133e-02
[36,] 6.972850e-02 7.033984e-02 6.626713e-02 5.935857e-02 5.074605e-02
[37,] 5.027700e-02 5.555896e-02 5.644493e-02 5.370061e-02 4.866177e-02
[38,] 3.246110e-02 3.854031e-02 4.259899e-02 4.373196e-02 4.234971e-02
[39,] 2.200451e-02 2.496213e-02 2.857406e-02 3.144637e-02 3.275618e-02
[40,] 2.013803e-02 1.885359e-02 1.905616e-02 2.055774e-02 2.236822e-02
[41,] 2.349722e-02 1.992689e-02 1.645380e-02 1.455007e-02 1.441814e-02
[42,] 2.722359e-02 2.431795e-02 1.939799e-02 1.444904e-02 1.115266e-02
[43,] 2.804486e-02 2.754341e-02 2.395920e-02 1.826378e-02 1.256204e-02
[44,] 2.520013e-02 2.704011e-02 2.625756e-02 2.234585e-02 1.644566e-02
[45,] 1.966593e-02 2.279797e-02 2.449933e-02 2.355345e-02 1.966625e-02
[46,] 1.315623e-02 1.647401e-02 1.936364e-02 2.084644e-02 1.985984e-02
[47,] 7.383532e-03 1.011610e-02 1.295100e-02 1.543437e-02 1.664670e-02
[48,] 3.395337e-03 5.197090e-03 7.294839e-03 9.553282e-03 1.153799e-02
[49,] 1.253576e-03 2.191729e-03 3.425764e-03 4.934496e-03 6.609723e-03
[50,] 3.659422e-04 7.449359e-04 1.322293e-03 2.116055e-03 3.131239e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.122460e-48 4.809507e-51 6.330263e-54 7.387329e-57 7.990156e-60
 [2,] 2.836867e-45 5.503995e-48 9.402803e-51 1.478712e-53 2.209253e-56
 [3,] 2.036634e-42 5.098890e-45 1.166650e-47 2.528517e-50 5.191183e-53
 [4,] 1.178584e-39 3.926183e-42 1.233877e-44 3.684340e-47 1.012953e-49
 [5,] 5.640972e-37 2.569467e-39 1.114122e-41 4.480111e-44 1.598245e-46
 [6,] 2.286571e-34 1.437076e-36 8.434101e-39 4.425997e-41 1.996520e-43
 [7,] 7.920693e-32 6.766080e-34 5.212277e-36 3.473595e-38 1.947662e-40
 [8,] 2.317540e-29 2.613210e-31 2.568369e-33 2.133451e-35 1.471988e-37
 [9,] 5.588091e-27 8.078401e-29 9.927291e-31 1.016379e-32 8.580956e-35
[10,] 1.082775e-24 1.963940e-26 2.980313e-28 3.737266e-30 3.849370e-32
[11,] 1.654549e-22 3.714225e-24 6.911322e-26 1.057894e-27 1.327226e-29
[12,] 1.970210e-20 5.430743e-22 1.234325e-23 2.302026e-25 3.514931e-27
[13,] 1.815809e-18 6.118666e-20 1.695097e-21 3.848170e-23 7.147790e-25
[14,] 1.290390e-16 5.302569e-18 1.788528e-19 4.939756e-21 1.115910e-22
[15,] 7.056849e-15 3.531473e-16 1.449298e-17 4.868420e-19 1.337390e-20
[16,] 2.966873e-13 1.806615e-14 9.017591e-16 3.683513e-17 1.230384e-18
[17,] 9.584563e-12 7.097743e-13 4.307766e-14 2.139479e-15 8.688949e-17
[18,] 2.378767e-10 2.141367e-11 1.579914e-12 9.539478e-14 4.710198e-15
[19,] 4.535640e-09 4.961197e-10 4.448802e-11 3.265264e-12 1.960022e-13
[20,] 6.644962e-08 8.827663e-09 9.618455e-10 8.580327e-11 6.260962e-12
[21,] 7.482194e-07 1.206528e-07 1.596836e-08 1.731029e-09 1.535299e-10
[22,] 6.477737e-06 1.266962e-06 2.035949e-07 2.681350e-08 2.890253e-09
[23,] 4.314456e-05 1.022515e-05 1.993922e-06 3.189323e-07 4.177306e-08
[24,] 2.212528e-04 6.345396e-05 1.500376e-05 2.913433e-06 4.635657e-07
[25,] 8.746026e-04 3.029813e-04 8.677693e-05 2.044393e-05 3.950322e-06
[26,] 2.669546e-03 1.114176e-03 3.859673e-04 1.102312e-04 2.585423e-05
[27,] 6.309610e-03 3.160200e-03 1.321235e-03 4.568892e-04 1.299899e-04
[28,] 1.161181e-02 6.931568e-03 3.485373e-03 1.456690e-03 5.022462e-04
[29,] 1.685000e-02 1.182178e-02 7.102528e-03 3.576536e-03 1.492079e-03
[30,] 1.989801e-02 1.588934e-02 1.124246e-02 6.777913e-03 3.411721e-03
[31,] 2.061267e-02 1.743844e-02 1.402358e-02 9.970243e-03 6.017660e-03
[32,] 2.136504e-02 1.704172e-02 1.434644e-02 1.156320e-02 8.235397e-03
[33,] 2.455595e-02 1.720536e-02 1.330338e-02 1.106330e-02 8.896190e-03
[34,] 3.020044e-02 1.983210e-02 1.322875e-02 9.813815e-03 7.993017e-03
[35,] 3.632013e-02 2.465534e-02 1.552095e-02 9.779953e-03 6.867562e-03
[36,] 4.075763e-02 2.996793e-02 1.981799e-02 1.194031e-02 7.044598e-03
[37,] 4.200712e-02 3.382599e-02 2.465818e-02 1.593644e-02 9.194233e-03
[38,] 3.922674e-02 3.453440e-02 2.810148e-02 2.043340e-02 1.297291e-02
[39,] 3.259487e-02 3.119939e-02 2.826587e-02 2.339358e-02 1.705792e-02
[40,] 2.374482e-02 2.451267e-02 2.446463e-02 2.293309e-02 1.936300e-02
[41,] 1.535282e-02 1.666874e-02 1.799320e-02 1.881545e-02 1.826230e-02
[42,] 9.912221e-03 1.018844e-02 1.133106e-02 1.284714e-02 1.407573e-02
[43,] 8.564201e-03 6.715798e-03 6.552507e-03 7.451055e-03 8.874720e-03
[44,] 1.064715e-02 6.538580e-03 4.500150e-03 4.092762e-03 4.729169e-03
[45,] 1.406428e-02 8.691214e-03 4.909505e-03 2.982782e-03 2.485934e-03
[46,] 1.630030e-02 1.137473e-02 6.774141e-03 3.584419e-03 1.948310e-03
[47,] 1.572529e-02 1.270556e-02 8.676151e-03 5.012021e-03 2.519566e-03
[48,] 1.246414e-02 1.168092e-02 9.301767e-03 6.228944e-03 3.506090e-03
[49,] 8.082799e-03 8.741735e-03 8.130690e-03 6.388101e-03 4.202380e-03
[50,] 4.286865e-03 5.301215e-03 5.736721e-03 5.297174e-03 4.110248e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 8.225434e-63 7.950377e-66 6.920492e-69 5.205947e-72 3.293002e-75
 [2,] 3.114244e-59 3.982798e-62 4.427739e-65 4.153465e-68 3.233503e-71
 [3,] 9.741417e-56 1.599085e-58 2.223487e-61 2.571034e-64 2.449316e-67
 [4,] 2.452782e-52 5.052604e-55 8.675204e-58 1.228555e-60 1.427820e-63
 [5,] 4.874122e-49 1.242232e-51 2.614717e-54 4.519357e-57 6.397331e-60
 [6,] 7.549695e-46 2.361383e-48 6.069443e-51 1.278048e-53 2.201659e-56
 [7,] 9.049795e-43 3.458534e-45 1.083276e-47 2.776337e-50 5.817926e-53
 [8,] 8.362612e-40 3.895808e-42 1.485397e-44 4.631240e-47 1.180293e-49
 [9,] 5.944794e-37 3.371818e-39 1.564099e-41 5.931039e-44 1.838103e-46
[10,] 3.247510e-34 2.241160e-36 1.264453e-38 5.830740e-41 2.197269e-43
[11,] 1.362541e-31 1.143730e-33 7.847252e-36 4.400110e-38 2.016185e-40
[12,] 4.389342e-29 4.480737e-31 3.738295e-33 2.548760e-35 1.420024e-37
[13,] 1.085537e-26 1.347506e-28 1.366995e-30 1.133244e-32 7.676910e-35
[14,] 2.060839e-24 3.110599e-26 3.836912e-28 3.867538e-30 3.185604e-32
[15,] 3.003220e-22 5.511736e-24 8.266502e-26 1.013137e-27 1.014654e-29
[16,] 3.359437e-20 7.496528e-22 1.367052e-23 2.037150e-25 2.480647e-27
[17,] 2.884533e-18 7.826269e-20 1.735272e-21 3.144092e-23 4.655090e-25
[18,] 1.901152e-16 6.271547e-18 1.690721e-19 3.724665e-21 6.705170e-23
[19,] 9.618188e-15 3.857640e-16 1.264442e-17 3.386878e-19 7.413282e-21
[20,] 3.735165e-13 1.821372e-14 7.258553e-16 2.363921e-17 6.291161e-19
[21,] 1.113458e-11 6.601003e-13 3.198366e-14 1.266453e-15 4.097995e-17
[22,] 2.547984e-10 1.836376e-11 1.081774e-12 5.207989e-14 2.048960e-15
[23,] 4.476030e-09 3.921590e-10 2.808537e-11 1.643910e-12 7.863545e-14
[24,] 6.036481e-08 6.428705e-09 5.597128e-10 3.983063e-11 2.316479e-12
[25,] 6.250260e-07 8.090245e-08 8.562511e-09 7.407854e-10 5.238009e-11
[26,] 4.969080e-06 7.816268e-07 1.005543e-07 1.057575e-08 9.091515e-10
[27,] 3.033706e-05 5.797859e-06 9.065273e-07 1.158997e-07 1.211277e-08
[28,] 1.422563e-04 3.302257e-05 6.274317e-06 9.750357e-07 1.238784e-07
[29,] 5.124976e-04 1.444419e-04 3.334204e-05 6.297153e-06 9.725300e-07
[30,] 1.419186e-03 4.853065e-04 1.360536e-04 3.122347e-05 5.861126e-06
[31,] 3.023546e-03 1.253020e-03 4.263878e-04 1.188705e-04 2.711763e-05
[32,] 4.966829e-03 2.488271e-03 1.026684e-03 3.475323e-04 9.632747e-05
[33,] 6.330056e-03 3.808959e-03 1.900959e-03 7.805353e-04 2.627486e-04
[34,] 6.381015e-03 4.524791e-03 2.712871e-03 1.347825e-03 5.505071e-04
[35,] 5.415323e-03 4.266238e-03 3.006732e-03 1.794002e-03 8.867490e-04
[36,] 4.598535e-03 3.451971e-03 2.660532e-03 1.857266e-03 1.101335e-03
[37,] 5.041482e-03 2.992972e-03 2.085767e-03 1.551061e-03 1.066922e-03
[38,] 7.197497e-03 3.662839e-03 1.938216e-03 1.211511e-03 8.495885e-04
[39,] 1.070172e-02 5.754468e-03 2.739435e-03 1.282027e-03 6.921460e-04
[40,] 1.420125e-02 8.847358e-03 4.651958e-03 2.103017e-03 8.807612e-04
[41,] 1.572010e-02 1.160165e-02 7.198524e-03 3.728516e-03 1.626626e-03
[42,] 1.409943e-02 1.233434e-02 9.147832e-03 5.659486e-03 2.901549e-03
[43,] 1.014588e-02 1.043016e-02 9.234451e-03 6.868552e-03 4.237136e-03
[44,] 5.893213e-03 6.983250e-03 7.321988e-03 6.533999e-03 4.863895e-03
[45,] 2.887633e-03 3.736941e-03 4.554767e-03 4.842659e-03 4.340501e-03
[46,] 1.468207e-03 1.689410e-03 2.248961e-03 2.798482e-03 3.002228e-03
[47,] 1.245699e-03 8.418380e-04 9.429825e-04 1.277822e-03 1.612463e-03
[48,] 1.691933e-03 7.733564e-04 4.673307e-04 5.001474e-04 6.825666e-04
[49,] 2.312287e-03 1.079137e-03 4.625115e-04 2.503310e-04 2.512180e-04
[50,] 2.660284e-03 1.434520e-03 6.509542e-04 2.646379e-04 1.289410e-04

> 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  
     -5.733        1.150  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1h7z01226609014.ps tmp/1h7z01226609014.png")
> system("convert tmp/2xpik1226609014.ps tmp/2xpik1226609014.png")
> system("convert tmp/3hz291226609014.ps tmp/3hz291226609014.png")
> system("convert tmp/4hqw21226609014.ps tmp/4hqw21226609014.png")
> system("convert tmp/5hpew1226609014.ps tmp/5hpew1226609014.png")
> system("convert tmp/6ttto1226609014.ps tmp/6ttto1226609014.png")
> system("convert tmp/797591226609014.ps tmp/797591226609014.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.116   2.300   4.404