R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(34,39,40,45,43,42,49,43,50,44,40,41,45,45,48,54,47,35,28,28,34,23,33,38,41,47,46,45,47,49,50,56,50,56,58,59,51,59,60,60,68,62,62,58,56,50,52,36,33,26,28,27,20,16,11,0,3,10,0,3)
> y <- c(49,46,45,49,47,45,48,51,48,49,51,54,52,52,53,51,55,53,51,52,54,58,57,52,50,53,50,50,51,53,49,54,57,58,56,60,55,54,52,55,56,54,53,59,62,63,64,75,77,79,77,82,83,81,78,79,79,73,72,67)
> x <- c(0,9,1,4,6,21,24,23,22,21,20,16,18,18,24,16,15,24,18,15,4,3,6,5,12,12,12,14,12,17,12,20,21,15,22,19,19,26,25,19,20,30,31,35,33,26,25,17,14,8,12,7,4,10,8,16,14,20,9,10)
> par7 = 'Economische situatie'
> par6 = 'Ontwikkeling consumptieprijzen'
> par5 = 'Sparen nu: gunstig?'
> 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/1fyuq1228484888.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/2jlkl1228484888.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/3ljpl1228484888.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/4ufts1228484888.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/55e6e1228484888.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  
    61.5976      -0.2126  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6rjtd1228484888.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] 41.22425 42.15387 43.08350 44.01312 44.94274 45.87236 46.80199 47.73161
 [9] 48.66123 49.59085 50.52048 51.45010 52.37972 53.30934 54.23896 55.16859
[17] 56.09821 57.02783 57.95745 58.88708 59.81670 60.74632 61.67594 62.60557
[25] 63.53519 64.46481 65.39443 66.32406 67.25368 68.18330 69.11292 70.04255
[33] 70.97217 71.90179 72.83141 73.76104 74.69066 75.62028 76.54990 77.47952
[41] 78.40915 79.33877 80.26839 81.19801 82.12764 83.05726 83.98688 84.91650
[49] 85.84613 86.77575

$yords
 [1] -9.1375557 -7.3768392 -5.6161226 -3.8554060 -2.0946895 -0.3339729
 [7]  1.4267436  3.1874602  4.9481768  6.7088933  8.4696099 10.2303264
[13] 11.9910430 13.7517596 15.5124761 17.2731927 19.0339092 20.7946258
[19] 22.5553424 24.3160589 26.0767755 27.8374920 29.5982086 31.3589252
[25] 33.1196417 34.8803583 36.6410748 38.4017914 40.1625080 41.9232245
[31] 43.6839411 45.4446576 47.2053742 48.9660908 50.7268073 52.4875239
[37] 54.2482404 56.0089570 57.7696736 59.5303901 61.2911067 63.0518232
[43] 64.8125398 66.5732564 68.3339729 70.0946895 71.8554060 73.6161226
[49] 75.3768392 77.1375557

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.796775e-31 2.248972e-29 1.177481e-27 5.449226e-26 2.228380e-24
 [2,] 2.881767e-29 1.477127e-27 6.681234e-26 2.669209e-24 9.425192e-23
 [3,] 1.909753e-27 8.543525e-26 3.362090e-24 1.165332e-22 3.562047e-21
 [4,] 1.074082e-25 4.233109e-24 1.463147e-22 4.440275e-21 1.184569e-19
 [5,] 5.007411e-24 1.751125e-22 5.359131e-21 1.436472e-19 3.375490e-18
 [6,] 1.905316e-22 5.939633e-21 1.618280e-19 3.855557e-18 8.037973e-17
 [7,] 5.864170e-21 1.634093e-19 3.976763e-18 8.455277e-17 1.571334e-15
 [8,] 1.452980e-19 3.624946e-18 7.895219e-17 1.501637e-15 2.494861e-14
 [9,] 2.891431e-18 6.464721e-17 1.261651e-15 2.149678e-14 3.198628e-13
[10,] 4.616801e-17 9.256807e-16 1.620029e-14 2.475172e-13 3.302204e-12
[11,] 5.913637e-16 1.063863e-14 1.670649e-13 2.290487e-12 2.742205e-11
[12,] 6.078052e-15 9.815593e-14 1.383861e-12 1.703593e-11 1.831554e-10
[13,] 5.015520e-14 7.274534e-13 9.212907e-12 1.018979e-10 9.844520e-10
[14,] 3.325518e-13 4.334322e-12 4.933837e-11 4.906007e-10 4.262226e-09
[15,] 1.773556e-12 2.078481e-11 2.127997e-10 1.903723e-09 1.488453e-08
[16,] 7.618781e-12 8.034259e-11 7.404375e-10 5.965035e-09 4.201771e-08
[17,] 2.643861e-11 2.511237e-10 2.085808e-09 1.515489e-08 9.636383e-08
[18,] 7.508494e-11 6.431636e-10 4.824079e-09 3.170825e-08 1.828306e-07
[19,] 1.907504e-10 1.468958e-09 9.944291e-09 5.929842e-08 3.123070e-07
[20,] 6.764230e-10 4.540482e-09 2.696371e-08 1.423170e-07 6.714479e-07
[21,] 5.253009e-09 3.020929e-08 1.530667e-07 6.867762e-07 2.747686e-06
[22,] 5.126396e-08 2.596235e-07 1.151543e-06 4.485026e-06 1.540119e-05
[23,] 4.330028e-07 1.954985e-06 7.709365e-06 2.658307e-05 8.029451e-05
[24,] 2.959799e-06 1.195485e-05 4.212870e-05 1.295877e-04 3.481993e-04
[25,] 1.621495e-05 5.865875e-05 1.850641e-04 5.092937e-04 1.222954e-03
[26,] 7.107628e-05 2.304067e-04 6.513083e-04 1.605632e-03 3.452617e-03
[27,] 2.492467e-04 7.243064e-04 1.835574e-03 4.057271e-03 7.823326e-03
[28,] 6.997865e-04 1.824228e-03 4.148750e-03 8.233863e-03 1.426639e-02
[29,] 1.576958e-03 3.694054e-03 7.557729e-03 1.351452e-02 2.114320e-02
[30,] 2.872089e-03 6.073206e-03 1.124847e-02 1.828082e-02 2.613031e-02
[31,] 4.304778e-03 8.309904e-03 1.414400e-02 2.130191e-02 2.850563e-02
[32,] 5.541271e-03 9.998149e-03 1.608649e-02 2.317627e-02 3.000534e-02
[33,] 6.628526e-03 1.154849e-02 1.810212e-02 2.554075e-02 3.241502e-02
[34,] 8.004450e-03 1.365152e-02 2.086251e-02 2.848946e-02 3.472406e-02
[35,] 9.789191e-03 1.598648e-02 2.315267e-02 2.972777e-02 3.400442e-02
[36,] 1.119588e-02 1.699181e-02 2.276480e-02 2.710101e-02 2.917537e-02
[37,] 1.108088e-02 1.541558e-02 1.907276e-02 2.143909e-02 2.283937e-02
[38,] 9.194086e-03 1.188206e-02 1.414134e-02 1.631226e-02 1.939984e-02
[39,] 6.645722e-03 8.629963e-03 1.126941e-02 1.549131e-02 2.221724e-02
[40,] 5.122087e-03 7.936816e-03 1.285237e-02 2.078394e-02 3.185698e-02
[41,] 5.794116e-03 1.079275e-02 1.907839e-02 3.089139e-02 4.506197e-02
[42,] 8.678176e-03 1.628247e-02 2.742846e-02 4.121118e-02 5.524260e-02
[43,] 1.247085e-02 2.167875e-02 3.343785e-02 4.585204e-02 5.617362e-02
[44,] 1.504251e-02 2.378831e-02 3.336761e-02 4.169845e-02 4.675504e-02
[45,] 1.475929e-02 2.118444e-02 2.703026e-02 3.084244e-02 3.177026e-02
[46,] 1.170660e-02 1.526473e-02 1.775183e-02 1.856018e-02 1.768800e-02
[47,] 7.500546e-03 8.901437e-03 9.465676e-03 9.131084e-03 8.187468e-03
[48,] 3.884944e-03 4.208852e-03 4.120047e-03 3.731926e-03 3.298389e-03
[49,] 1.630033e-03 1.622645e-03 1.489062e-03 1.332318e-03 1.299883e-03
[50,] 5.571852e-04 5.193160e-04 4.717819e-04 4.722731e-04 5.929841e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.047161e-23 2.563949e-21 7.200055e-20 1.780040e-18 3.869899e-17
 [2,] 2.942610e-21 8.122720e-20 1.981701e-18 4.270197e-17 8.119602e-16
 [3,] 9.612873e-20 2.292488e-18 4.834314e-17 9.016944e-16 1.487449e-14
 [4,] 2.781698e-18 5.757433e-17 1.051624e-15 1.697012e-14 2.421432e-13
 [5,] 6.961283e-17 1.261472e-15 2.011248e-14 2.825153e-13 3.500900e-12
 [6,] 1.467500e-15 2.348443e-14 3.297684e-13 4.068011e-12 4.414239e-11
 [7,] 2.553852e-14 3.632405e-13 4.524819e-12 4.940986e-11 4.734561e-10
 [8,] 3.622313e-13 4.598229e-12 5.106304e-11 4.963980e-10 4.227658e-09
 [9,] 4.157656e-12 4.722653e-11 4.689908e-10 4.073891e-09 3.097276e-08
[10,] 3.847995e-11 3.917666e-10 3.486061e-09 2.712310e-08 1.846058e-07
[11,] 2.867518e-10 2.619756e-09 2.091681e-08 1.460039e-07 8.913285e-07
[12,] 1.720099e-09 1.411471e-08 1.012266e-07 6.346854e-07 3.480252e-06
[13,] 8.309611e-09 6.129499e-08 3.952197e-07 2.228167e-06 1.098718e-05
[14,] 3.235988e-08 2.147531e-07 1.246075e-06 6.323300e-06 2.807186e-05
[15,] 1.017348e-07 6.080174e-07 3.178315e-06 1.453637e-05 5.819140e-05
[16,] 2.588690e-07 1.395434e-06 6.584258e-06 2.720899e-05 9.854517e-05
[17,] 5.365425e-07 2.617809e-06 1.120299e-05 4.210735e-05 1.392430e-04
[18,] 9.260948e-07 4.128592e-06 1.623889e-05 5.653197e-05 1.748716e-04
[19,] 1.457725e-06 6.055138e-06 2.248853e-05 7.503524e-05 2.258709e-04
[20,] 2.850038e-06 1.095314e-05 3.830526e-05 1.221937e-04 3.552290e-04
[21,] 9.889949e-06 3.234695e-05 9.702061e-05 2.683818e-04 6.848359e-04
[22,] 4.690715e-05 1.277664e-04 3.145009e-04 7.075632e-04 1.468834e-03
[23,] 2.130559e-04 4.987935e-04 1.036947e-03 1.931297e-03 3.258345e-03
[24,] 8.182701e-04 1.685048e-03 3.049996e-03 4.875152e-03 6.928934e-03
[25,] 2.563725e-03 4.695856e-03 7.525283e-03 1.057365e-02 1.307021e-02
[26,] 6.477545e-03 1.060759e-02 1.517257e-02 1.897573e-02 2.078569e-02
[27,] 1.316333e-02 1.933464e-02 2.480666e-02 2.782642e-02 2.732723e-02
[28,] 2.159226e-02 2.856979e-02 3.308546e-02 3.358837e-02 2.996196e-02
[29,] 2.898049e-02 3.486801e-02 3.691839e-02 3.451881e-02 2.864218e-02
[30,] 3.294983e-02 3.679318e-02 3.655303e-02 3.250462e-02 2.610718e-02
[31,] 3.404717e-02 3.647093e-02 3.522438e-02 3.091282e-02 2.503830e-02
[32,] 3.500169e-02 3.688135e-02 3.527876e-02 3.105127e-02 2.597384e-02
[33,] 3.699413e-02 3.808978e-02 3.584208e-02 3.183104e-02 2.823597e-02
[34,] 3.790756e-02 3.758156e-02 3.497212e-02 3.233543e-02 3.147412e-02
[35,] 3.518788e-02 3.409716e-02 3.277874e-02 3.311316e-02 3.540867e-02
[36,] 2.947589e-02 2.965984e-02 3.142482e-02 3.515653e-02 3.944611e-02
[37,] 2.453580e-02 2.790307e-02 3.327441e-02 3.938253e-02 4.396579e-02
[38,] 2.448153e-02 3.176694e-02 4.003564e-02 4.704813e-02 5.077310e-02
[39,] 3.156226e-02 4.226730e-02 5.196888e-02 5.832740e-02 6.024297e-02
[40,] 4.479223e-02 5.703835e-02 6.583720e-02 6.958704e-02 6.846500e-02
[41,] 5.898052e-02 6.955165e-02 7.466609e-02 7.413066e-02 6.936055e-02
[42,] 6.640019e-02 7.225413e-02 7.221483e-02 6.754858e-02 6.037904e-02
[43,] 6.199979e-02 6.244355e-02 5.843208e-02 5.199311e-02 4.524049e-02
[44,] 4.756200e-02 4.463724e-02 3.960688e-02 3.440083e-02 3.066467e-02
[45,] 2.999857e-02 2.662045e-02 2.312070e-02 2.088839e-02 2.097277e-02
[46,] 1.575086e-02 1.371617e-02 1.258475e-02 1.317840e-02 1.600168e-02
[47,] 7.171071e-03 6.698073e-03 7.327915e-03 9.457826e-03 1.322552e-02
[48,] 3.144544e-03 3.598707e-03 4.932542e-03 7.302827e-03 1.072258e-02
[49,] 1.557608e-03 2.264226e-03 3.545127e-03 5.476853e-03 8.094990e-03
[50,] 9.129871e-04 1.510207e-03 2.456724e-03 3.819392e-03 5.648302e-03
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.390499e-16 1.238576e-14 1.820003e-13 2.343155e-12 2.641477e-11
 [2,] 1.360925e-14 2.008420e-13 2.606819e-12 2.972655e-11 2.975398e-10
 [3,] 2.169155e-13 2.794366e-12 3.176921e-11 3.184112e-10 2.810226e-09
 [4,] 3.056717e-12 3.414344e-11 3.373958e-10 2.947918e-09 2.275517e-08
 [5,] 3.831835e-11 3.708201e-10 3.175154e-09 2.406436e-08 1.614332e-07
 [6,] 4.219060e-10 3.556693e-09 2.647870e-08 1.742778e-07 1.014956e-06
 [7,] 3.985683e-09 2.951407e-08 1.924996e-07 1.107334e-06 5.624968e-06
 [8,] 3.157251e-08 2.069669e-07 1.192239e-06 6.042568e-06 2.697875e-05
 [9,] 2.062425e-07 1.203787e-06 6.164273e-06 2.772084e-05 1.095953e-04
[10,] 1.099744e-06 5.737859e-06 2.623772e-05 1.052360e-04 3.705502e-04
[11,] 4.761147e-06 2.226416e-05 9.119444e-05 3.273986e-04 1.030974e-03
[12,] 1.669624e-05 7.010814e-05 2.577911e-04 8.305308e-04 2.345932e-03
[13,] 4.740280e-05 1.790068e-04 5.919365e-04 1.714968e-03 4.356334e-03
[14,] 1.090633e-04 3.709761e-04 1.105345e-03 2.886976e-03 6.616813e-03
[15,] 2.039920e-04 6.266020e-04 1.688023e-03 3.993509e-03 8.314989e-03
[16,] 3.131116e-04 8.739780e-04 2.147384e-03 4.658441e-03 8.964515e-03
[17,] 4.060886e-04 1.047874e-03 2.402887e-03 4.925058e-03 9.091365e-03
[18,] 4.828853e-04 1.196442e-03 2.673783e-03 5.415748e-03 9.984507e-03
[19,] 6.151665e-04 1.517426e-03 3.387360e-03 6.829838e-03 1.241383e-02
[20,] 9.374631e-04 2.233342e-03 4.775320e-03 9.122026e-03 1.552978e-02
[21,] 1.603594e-03 3.416504e-03 6.564193e-03 1.129413e-02 1.733842e-02
[22,] 2.826376e-03 5.031560e-03 8.228690e-03 1.225616e-02 1.651805e-02
[23,] 5.038585e-03 7.211015e-03 9.597379e-03 1.187040e-02 1.359582e-02
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[39,] 1.771486e-14 1.018043e-15 5.119614e-17 2.253051e-18 8.677244e-20
[40,] 2.516986e-15 1.334123e-16 6.186435e-18 2.509297e-19 8.901550e-21
[41,] 3.528727e-16 1.713748e-17 7.272025e-19 2.695678e-20 8.727996e-22
[42,] 4.535990e-17 1.998902e-18 7.688061e-20 2.580488e-21 7.557976e-23
[43,] 4.996401e-18 1.984769e-19 6.877131e-21 2.078393e-22 5.478391e-24
[44,] 4.537353e-19 1.619429e-20 5.040166e-22 1.367865e-23 3.237056e-25
[45,] 3.336963e-20 1.068530e-21 2.983275e-23 7.262207e-25 1.541386e-26
[46,] 1.972426e-21 5.662980e-23 1.417548e-24 3.093712e-26 5.886701e-28
[47,] 9.340696e-23 2.403921e-24 5.393868e-26 1.055166e-27 1.799635e-29
[48,] 3.539311e-24 8.164119e-26 1.641855e-27 2.878706e-29 4.400475e-31
[49,] 1.072462e-25 2.217185e-27 3.996274e-29 6.279775e-31 8.603423e-33
[50,] 2.598184e-27 4.814058e-29 7.776514e-31 1.095200e-32 1.344744e-34

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

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
    95.3553      -0.9445  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7qvob1228484888.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] -6.0255447 -5.0653184 -4.1050921 -3.1448658 -2.1846395 -1.2244132
 [7] -0.2641868  0.6960395  1.6562658  2.6164921  3.5767184  4.5369447
[13]  5.4971710  6.4573974  7.4176237  8.3778500  9.3380763 10.2983026
[19] 11.2585289 12.2187553 13.1789816 14.1392079 15.0994342 16.0596605
[25] 17.0198868 17.9801132 18.9403395 19.9005658 20.8607921 21.8210184
[31] 22.7812447 23.7414711 24.7016974 25.6619237 26.6221500 27.5823763
[37] 28.5426026 29.5028290 30.4630553 31.4232816 32.3835079 33.3437342
[43] 34.3039605 35.2641868 36.2244132 37.1846395 38.1448658 39.1050921
[49] 40.0653184 41.0255447

$yords
 [1] -9.1375557 -7.3768392 -5.6161226 -3.8554060 -2.0946895 -0.3339729
 [7]  1.4267436  3.1874602  4.9481768  6.7088933  8.4696099 10.2303264
[13] 11.9910430 13.7517596 15.5124761 17.2731927 19.0339092 20.7946258
[19] 22.5553424 24.3160589 26.0767755 27.8374920 29.5982086 31.3589252
[25] 33.1196417 34.8803583 36.6410748 38.4017914 40.1625080 41.9232245
[31] 43.6839411 45.4446576 47.2053742 48.9660908 50.7268073 52.4875239
[37] 54.2482404 56.0089570 57.7696736 59.5303901 61.2911067 63.0518232
[43] 64.8125398 66.5732564 68.3339729 70.0946895 71.8554060 73.6161226
[49] 75.3768392 77.1375557

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.221762e-05 3.615864e-05 4.274586e-05 5.424411e-05 7.507139e-05
 [2,] 7.334926e-05 8.022373e-05 9.064856e-05 1.083000e-04 1.383668e-04
 [3,] 1.592263e-04 1.720404e-04 1.880100e-04 2.142668e-04 2.577498e-04
 [4,] 3.272489e-04 3.538684e-04 3.784397e-04 4.153102e-04 4.767954e-04
 [5,] 6.330574e-04 6.931159e-04 7.343638e-04 7.830330e-04 8.647970e-04
 [6,] 1.147486e-03 1.284454e-03 1.364754e-03 1.428443e-03 1.526781e-03
 [7,] 1.942716e-03 2.240074e-03 2.413255e-03 2.507949e-03 2.612691e-03
 [8,] 3.066171e-03 3.661902e-03 4.036541e-03 4.213427e-03 4.318043e-03
 [9,] 4.508147e-03 5.596809e-03 6.356569e-03 6.733984e-03 6.862904e-03
[10,] 6.177804e-03 7.988684e-03 9.393560e-03 1.018537e-02 1.043649e-02
[11,] 7.905288e-03 1.065280e-02 1.300544e-02 1.452319e-02 1.510797e-02
[12,] 9.479380e-03 1.329726e-02 1.687150e-02 1.947959e-02 2.073063e-02
[13,] 1.071119e-02 1.559703e-02 2.054866e-02 2.457159e-02 2.689118e-02
[14,] 1.149560e-02 1.729514e-02 2.359373e-02 2.920520e-02 3.295600e-02
[15,] 1.183769e-02 1.828240e-02 2.570221e-02 3.284791e-02 3.822549e-02
[16,] 1.182816e-02 1.861184e-02 2.679325e-02 3.519191e-02 4.214240e-02
[17,] 1.158104e-02 1.843877e-02 2.699339e-02 3.622219e-02 4.445337e-02
[18,] 1.116979e-02 1.792091e-02 2.652816e-02 3.615124e-02 4.523568e-02
[19,] 1.059827e-02 1.713723e-02 2.558633e-02 3.526029e-02 4.477530e-02
[20,] 9.820420e-03 1.607024e-02 2.423539e-02 3.374218e-02 4.337160e-02
[21,] 8.792455e-03 1.465578e-02 2.243231e-02 3.163587e-02 4.118583e-02
[22,] 7.523569e-03 1.286352e-02 2.011199e-02 2.888025e-02 3.821725e-02
[23,] 6.095424e-03 1.075680e-02 1.729159e-02 2.544047e-02 3.440567e-02
[24,] 4.642264e-03 8.498228e-03 1.412527e-02 2.142084e-02 2.978234e-02
[25,] 3.306405e-03 6.302700e-03 1.088121e-02 1.709573e-02 2.456970e-02
[26,] 2.194416e-03 4.367994e-03 7.859860e-03 1.284588e-02 1.917135e-02
[27,] 1.353764e-03 2.819630e-03 5.301858e-03 9.042186e-03 1.406418e-02
[28,] 7.749725e-04 1.691524e-03 3.330050e-03 5.940442e-03 9.656667e-03
[29,] 4.111811e-04 9.415727e-04 1.943505e-03 3.632872e-03 6.185201e-03
[30,] 2.020312e-04 4.857721e-04 1.052428e-03 2.064144e-03 3.686773e-03
[31,] 9.187140e-05 2.320943e-04 5.282130e-04 1.088150e-03 2.041455e-03
[32,] 3.864803e-05 1.026347e-04 2.455267e-04 5.316868e-04 1.048748e-03
[33,] 1.503552e-05 4.198879e-05 1.056360e-04 2.406116e-04 4.993697e-04
[34,] 5.408135e-06 1.588695e-05 4.204960e-05 1.007922e-04 2.202318e-04
[35,] 1.798190e-06 5.557890e-06 1.548135e-05 3.906647e-05 8.991017e-05
[36,] 5.526132e-07 1.797466e-06 5.270426e-06 1.400581e-05 3.396480e-05
[37,] 1.569491e-07 5.373181e-07 1.658792e-06 4.643377e-06 1.186874e-05
[38,] 4.119206e-08 1.484485e-07 4.825982e-07 1.423313e-06 3.835583e-06
[39,] 9.989849e-09 3.790172e-08 1.297719e-07 4.033175e-07 1.146122e-06
[40,] 2.238585e-09 8.942364e-09 3.225080e-08 1.056394e-07 3.166223e-07
[41,] 4.634931e-10 1.949562e-09 7.406941e-09 2.557426e-08 8.085718e-08
[42,] 8.866559e-11 3.927320e-10 1.572007e-09 5.722032e-09 1.908649e-08
[43,] 1.567116e-11 7.310031e-11 3.082996e-10 1.183174e-09 4.164267e-09
[44,] 2.559027e-12 1.257181e-11 5.587058e-11 2.260909e-10 8.397240e-10
[45,] 3.860752e-13 1.997678e-12 9.355717e-12 3.992482e-11 1.564967e-10
[46,] 5.381323e-14 2.932912e-13 1.447604e-12 6.515108e-12 2.695473e-11
[47,] 6.929858e-15 3.978460e-14 2.069650e-13 9.824558e-13 4.290596e-12
[48,] 8.244732e-16 4.986231e-15 2.734116e-14 1.369035e-13 6.311727e-13
[49,] 9.062480e-17 5.773938e-16 3.337416e-15 1.762891e-14 8.580740e-14
[50,] 9.203063e-18 6.177476e-17 3.764213e-16 2.097696e-15 1.078060e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.148837e-04 1.916140e-04 3.312864e-04 5.612368e-04 8.960728e-04
 [2,] 1.920335e-04 2.928244e-04 4.799858e-04 8.023156e-04 1.298523e-03
 [3,] 3.299418e-04 4.573832e-04 6.918659e-04 1.109143e-03 1.786149e-03
 [4,] 5.747339e-04 7.340780e-04 1.013127e-03 1.514002e-03 2.363675e-03
 [5,] 9.966253e-04 1.198040e-03 1.522029e-03 2.085627e-03 3.067387e-03
 [6,] 1.695616e-03 1.952309e-03 2.331023e-03 2.939380e-03 3.989724e-03
 [7,] 2.806881e-03 3.124809e-03 3.577207e-03 4.230392e-03 5.288311e-03
 [8,] 4.503641e-03 4.862525e-03 5.401887e-03 6.123442e-03 7.162190e-03
 [9,] 6.990004e-03 7.324248e-03 7.926946e-03 8.745673e-03 9.790262e-03
[10,] 1.047056e-02 1.066784e-02 1.123781e-02 1.214178e-02 1.324975e-02
[11,] 1.508527e-02 1.502056e-02 1.537549e-02 1.625489e-02 1.745315e-02
[12,] 2.081534e-02 2.042157e-02 2.032734e-02 2.094273e-02 2.214306e-02
[13,] 2.739543e-02 2.674346e-02 2.600123e-02 2.601447e-02 2.695706e-02
[14,] 3.428976e-02 3.362892e-02 3.218219e-02 3.125850e-02 3.153344e-02
[15,] 4.077876e-02 4.049749e-02 3.849981e-02 3.644263e-02 3.560206e-02
[16,] 4.614791e-02 4.665680e-02 4.445151e-02 4.130053e-02 3.901798e-02
[17,] 4.990178e-02 5.149334e-02 4.950596e-02 4.554125e-02 4.173875e-02
[18,] 5.189213e-02 5.465409e-02 5.325513e-02 4.890568e-02 4.378429e-02
[19,] 5.228781e-02 5.611724e-02 5.553316e-02 5.124752e-02 4.521646e-02
[20,] 5.140602e-02 5.610735e-02 5.642343e-02 5.257839e-02 4.613816e-02
[21,] 4.950954e-02 5.490698e-02 5.614066e-02 5.302684e-02 4.667754e-02
[22,] 4.669168e-02 5.268222e-02 5.485863e-02 5.271987e-02 4.692856e-02
[23,] 4.290866e-02 4.942810e-02 5.259453e-02 5.165936e-02 4.686391e-02
[24,] 3.812361e-02 4.505908e-02 4.922548e-02 4.968176e-02 4.627937e-02
[25,] 3.246049e-02 3.957718e-02 4.462670e-02 4.654178e-02 4.482910e-02
[26,] 2.626959e-02 3.320678e-02 3.884368e-02 4.208138e-02 4.216208e-02
[27,] 2.006809e-02 2.641270e-02 3.219181e-02 3.638855e-02 3.810302e-02
[28,] 1.439412e-02 1.979279e-02 2.522340e-02 2.985330e-02 3.278441e-02
[29,] 9.654718e-03 1.390681e-02 1.858089e-02 2.308701e-02 2.665602e-02
[30,] 6.037726e-03 9.128703e-03 1.281391e-02 1.674677e-02 2.036316e-02
[31,] 3.512625e-03 5.583249e-03 8.246323e-03 1.135170e-02 1.455298e-02
[32,] 1.898053e-03 3.175382e-03 4.940475e-03 7.170538e-03 9.699338e-03
[33,] 9.514319e-04 1.676835e-03 2.750650e-03 4.212189e-03 6.014596e-03
[34,] 4.420232e-04 8.212697e-04 1.421287e-03 2.297534e-03 3.464183e-03
[35,] 1.902012e-04 3.727489e-04 6.808835e-04 1.162290e-03 1.850861e-03
[36,] 7.576272e-05 1.566767e-04 3.021890e-04 5.448662e-04 9.164615e-04
[37,] 2.792546e-05 6.095908e-05 1.241793e-04 2.365393e-04 4.202560e-04
[38,] 9.521736e-06 2.194609e-05 4.722727e-05 9.504713e-05 1.783777e-04
[39,] 3.002637e-06 7.308651e-06 1.661745e-05 3.533728e-05 7.005170e-05
[40,] 8.755546e-07 2.251043e-06 5.408188e-06 1.215234e-05 2.544573e-05
[41,] 2.360476e-07 6.410993e-07 1.627684e-06 3.864776e-06 8.547292e-06
[42,] 5.883099e-08 1.688128e-07 4.529524e-07 1.136454e-06 2.654490e-06
[43,] 1.355407e-08 4.109432e-08 1.165331e-07 3.089488e-07 7.621032e-07
[44,] 2.886457e-09 9.247463e-09 2.771542e-08 7.763989e-08 2.022467e-07
[45,] 5.681618e-10 1.923544e-09 6.093095e-09 1.803483e-08 4.960750e-08
[46,] 1.033659e-10 3.698303e-10 1.238162e-09 3.872076e-09 1.124570e-08
[47,] 1.738078e-11 6.572154e-11 2.325516e-10 7.683468e-10 2.355999e-09
[48,] 2.701095e-12 1.079461e-11 4.036918e-11 1.409083e-10 4.561385e-10
[49,] 3.879580e-13 1.638672e-12 6.476771e-12 2.388192e-11 8.160906e-11
[50,] 5.149883e-14 2.299084e-13 9.603607e-13 3.740617e-12 1.349237e-11
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.321293e-03 1.785277e-03 2.211339e-03 2.533593e-03 2.744844e-03
 [2,] 1.968391e-03 2.749801e-03 3.522518e-03 4.152207e-03 4.565763e-03
 [3,] 2.757274e-03 3.967706e-03 5.256370e-03 6.398213e-03 7.207760e-03
 [4,] 3.657138e-03 5.379573e-03 7.351792e-03 9.251657e-03 1.073595e-02
 [5,] 4.646938e-03 6.894324e-03 9.661023e-03 1.255254e-02 1.504322e-02
 [6,] 5.755189e-03 8.436363e-03 1.198777e-02 1.600963e-02 1.981373e-02
 [7,] 7.095734e-03 1.000987e-02 1.416845e-02 1.927470e-02 2.456118e-02
 [8,] 8.871722e-03 1.174757e-02 1.616893e-02 2.207077e-02 2.875498e-02
 [9,] 1.132503e-02 1.390326e-02 1.814492e-02 2.432511e-02 3.200324e-02
[10,] 1.463304e-02 1.676326e-02 2.041313e-02 2.623382e-02 3.421688e-02
[11,] 1.879027e-02 2.049423e-02 2.331407e-02 2.819864e-02 3.566393e-02
[12,] 2.353776e-02 2.499222e-02 2.700858e-02 3.063305e-02 3.685845e-02
[13,] 2.839303e-02 2.982075e-02 3.130505e-02 3.371205e-02 3.830773e-02
[14,] 3.278566e-02 3.429606e-02 3.562403e-02 3.719285e-02 4.022737e-02
[15,] 3.624144e-02 3.770319e-02 3.914994e-02 4.041969e-02 4.237201e-02
[16,] 3.852653e-02 3.954895e-02 4.112005e-02 4.253970e-02 4.408638e-02
[17,] 3.968683e-02 3.973094e-02 4.111810e-02 4.284032e-02 4.456941e-02
[18,] 3.998226e-02 3.854834e-02 3.923190e-02 4.104666e-02 4.322693e-02
[19,] 3.977078e-02 3.656854e-02 3.600880e-02 3.743667e-02 3.993887e-02
[20,] 3.940395e-02 3.443164e-02 3.225130e-02 3.273415e-02 3.511817e-02
[21,] 3.915881e-02 3.268071e-02 2.876354e-02 2.785342e-02 2.955524e-02
[22,] 3.919066e-02 3.165876e-02 2.615213e-02 2.362530e-02 2.414674e-02
[23,] 3.948694e-02 3.146352e-02 2.472459e-02 2.060723e-02 1.963985e-02
[24,] 3.983204e-02 3.193654e-02 2.446988e-02 1.900875e-02 1.647827e-02
[25,] 3.982223e-02 3.268447e-02 2.508930e-02 1.870590e-02 1.476319e-02
[26,] 3.896342e-02 3.315278e-02 2.606430e-02 1.930551e-02 1.429396e-02
[27,] 3.683973e-02 3.276441e-02 2.676824e-02 2.024106e-02 1.464928e-02
[28,] 3.328753e-02 3.109705e-02 2.662083e-02 2.089893e-02 1.529080e-02
[29,] 2.849067e-02 2.803306e-02 2.525198e-02 2.076573e-02 1.568381e-02
[30,] 2.294427e-02 2.381112e-02 2.261403e-02 1.956174e-02 1.542163e-02
[31,] 1.730090e-02 1.894941e-02 1.898926e-02 1.730998e-02 1.432102e-02
[32,] 1.217162e-02 1.407357e-02 1.488413e-02 1.430710e-02 1.245218e-02
[33,] 7.969009e-03 9.727562e-03 1.085698e-02 1.100608e-02 1.008763e-02
[34,] 4.846542e-03 6.245179e-03 7.354756e-03 7.862289e-03 7.591520e-03
[35,] 2.734290e-03 3.718940e-03 4.620391e-03 5.207687e-03 5.297618e-03
[36,] 1.429585e-03 2.052048e-03 2.689064e-03 3.195022e-03 3.424089e-03
[37,] 6.921629e-04 1.048405e-03 1.448839e-03 1.814368e-03 2.048290e-03
[38,] 3.101706e-04 4.956861e-04 7.222827e-04 9.531877e-04 1.133431e-03
[39,] 1.285902e-04 2.167933e-04 3.330389e-04 4.630997e-04 5.799609e-04
[40,] 4.930553e-05 8.768287e-05 1.419905e-04 2.080165e-04 2.743414e-04
[41,] 1.748084e-05 3.278809e-05 5.596402e-05 8.637010e-05 1.199480e-04
[42,] 5.729669e-06 1.133378e-05 2.038797e-05 3.314421e-05 4.846674e-05
[43,] 1.735958e-06 3.621058e-06 6.864413e-06 1.175395e-05 1.809678e-05
[44,] 4.861233e-07 1.069193e-06 2.135790e-06 3.851743e-06 6.243585e-06
[45,] 1.258101e-07 2.917443e-07 6.140565e-07 1.166273e-06 1.990291e-06
[46,] 3.008999e-08 7.356182e-08 1.631297e-07 3.262832e-07 5.861834e-07
[47,] 6.650320e-09 1.713895e-08 4.004169e-08 8.433800e-08 1.595030e-07
[48,] 1.358194e-09 3.689637e-09 9.081019e-09 2.014073e-08 4.009716e-08
[49,] 2.563108e-10 7.339041e-10 1.902782e-09 4.443669e-09 9.312360e-09
[50,] 4.469379e-11 1.348781e-10 3.683560e-10 9.057651e-10 1.998027e-09
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 2.930259e-03 3.258691e-03 3.920438e-03 5.030335e-03 6.542177e-03
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[36,] 4.842164e-02 6.352068e-02 0.0805768296 0.0971778812 1.107797e-01
[37,] 3.373996e-02 4.554702e-02 0.0600638393 0.0755814976 8.980110e-02
[38,] 2.284281e-02 3.178484e-02 0.0436823349 0.0575202286 7.142739e-02
[39,] 1.509835e-02 2.176300e-02 0.0312995900 0.0432753506 5.630764e-02
[40,] 9.760555e-03 1.469565e-02 0.0222442296 0.0324124193 4.429333e-02
[41,] 6.159040e-03 9.784711e-03 0.0156840316 0.0241657813 3.475268e-02
[42,] 3.773171e-03 6.386436e-03 0.0108962995 0.0177945333 2.696827e-02
[43,] 2.227781e-03 4.047122e-03 0.0073732243 0.0127760358 2.042187e-02
[44,] 1.257995e-03 2.463697e-03 0.0047984016 0.0088222721 1.487826e-02
[45,] 6.747240e-04 1.426959e-03 0.0029701406 0.0057908892 1.030365e-02
[46,] 3.417890e-04 7.803721e-04 0.0017338144 0.0035815695 6.722361e-03
[47,] 1.628065e-04 4.006946e-04 0.0009487696 0.0020745666 4.106545e-03
[48,] 7.268295e-05 1.924071e-04 0.0004847173 0.0011209013 2.339415e-03
[49,] 3.033631e-05 8.616444e-05 0.0002305799 0.0005634702 1.239637e-03
[50,] 1.181527e-05 3.591725e-05 0.0001019513 0.0002630976 6.099938e-04
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.888231e-05 5.880246e-06 1.645555e-06 4.135136e-07 9.324920e-08
 [2,] 4.928838e-05 1.620299e-05 4.787057e-06 1.269997e-06 3.023282e-07
 [3,] 1.193405e-04 4.140183e-05 1.290998e-05 3.614903e-06 9.081937e-07
 [4,] 2.681611e-04 9.813766e-05 3.228619e-05 9.538481e-06 2.528328e-06
 [5,] 5.595863e-04 2.159185e-04 7.491129e-05 2.334136e-05 6.525307e-06
 [6,] 1.085518e-03 4.413189e-04 1.613761e-04 5.300621e-05 1.562258e-05
 [7,] 1.960460e-03 8.390652e-04 3.231527e-04 1.118305e-04 3.473409e-05
 [8,] 3.303881e-03 1.487018e-03 6.026742e-04 2.195949e-04 7.184670e-05
 [9,] 5.213952e-03 2.464501e-03 1.050043e-03 4.025593e-04 1.386928e-04
[10,] 7.746921e-03 3.839311e-03 1.717647e-03 6.923707e-04 2.511549e-04
[11,] 1.092464e-02 5.666055e-03 2.658420e-03 1.126086e-03 4.302145e-04
[12,] 1.478870e-02 8.011566e-03 3.937654e-03 1.752515e-03 7.059153e-04
[13,] 1.949694e-02 1.101497e-02 5.667698e-03 2.651876e-03 1.128629e-03
[14,] 2.542166e-02 1.496794e-02 8.064945e-03 3.973015e-03 1.792141e-03
[15,] 3.317953e-02 2.037219e-02 1.150931e-02 5.982508e-03 2.869340e-03
[16,] 4.352641e-02 2.791516e-02 1.656619e-02 9.104392e-03 4.652170e-03
[17,] 5.710306e-02 3.832079e-02 2.392481e-02 1.391564e-02 7.575110e-03
[18,] 7.410327e-02 5.208730e-02 3.422971e-02 2.106317e-02 1.219242e-02
[19,] 9.400954e-02 6.919686e-02 4.783262e-02 3.109219e-02 1.908367e-02
[20,] 1.155475e-01 8.892998e-02 6.455027e-02 4.422064e-02 2.868585e-02
[21,] 1.369255e-01 1.098998e-01 8.354177e-02 6.013941e-02 4.108992e-02
[22,] 1.562888e-01 1.303317e-01 1.033904e-01 7.793508e-02 5.587680e-02
[23,] 1.722034e-01 1.484965e-01 1.223913e-01 9.619957e-02 7.207745e-02
[24,] 1.839732e-01 1.631268e-01 1.389511e-01 1.133173e-01 8.830888e-02
[25,] 1.916815e-01 1.736608e-01 1.519518e-01 1.278403e-01 1.030680e-01
[26,] 1.959835e-01 1.802422e-01 1.609503e-01 1.388165e-01 1.150920e-01
[27,] 1.977659e-01 1.835148e-01 1.661593e-01 1.459578e-01 1.236542e-01
[28,] 1.978034e-01 1.843129e-01 1.682459e-01 1.495975e-01 1.286883e-01
[29,] 1.965003e-01 1.833551e-01 1.680353e-01 1.504733e-01 1.306999e-01
[30,] 1.937657e-01 1.810176e-01 1.662221e-01 1.494264e-01 1.305160e-01
[31,] 1.890510e-01 1.772400e-01 1.631678e-01 1.471231e-01 1.289747e-01
[32,] 1.815686e-01 1.715928e-01 1.588395e-01 1.438835e-01 1.266706e-01
[33,] 1.706562e-01 1.635086e-01 1.529086e-01 1.396619e-01 1.238294e-01
[34,] 1.561718e-01 1.526161e-01 1.449843e-01 1.341739e-01 1.203352e-01
[35,] 1.387397e-01 1.390484e-01 1.349024e-01 1.271224e-01 1.158791e-01
[36,] 1.196998e-01 1.235700e-01 1.229446e-01 1.184368e-01 1.101705e-01
[37,] 1.007415e-01 1.074272e-01 1.098697e-01 1.084187e-01 1.031318e-01
[38,] 8.337587e-02 9.196237e-02 9.671349e-02 9.771731e-02 9.499974e-02
[39,] 6.849577e-02 7.816847e-02 8.443315e-02 8.712378e-02 8.628079e-02
[40,] 5.622540e-02 6.640353e-02 7.356889e-02 7.727365e-02 7.756765e-02
[41,] 4.610081e-02 5.640346e-02 6.410033e-02 6.840885e-02 6.930038e-02
[42,] 3.744558e-02 4.756290e-02 5.557244e-02 6.033315e-02 6.159886e-02
[43,] 2.972793e-02 3.931312e-02 4.741340e-02 5.258966e-02 5.426647e-02
[44,] 2.273731e-02 3.139539e-02 3.926367e-02 4.475969e-02 4.696697e-02
[45,] 1.654820e-02 2.391635e-02 3.114591e-02 3.671435e-02 3.947096e-02
[46,] 1.135462e-02 1.720854e-02 2.341449e-02 2.868896e-02 3.182783e-02
[47,] 7.298356e-03 1.161447e-02 1.655162e-02 2.116395e-02 2.437287e-02
[48,] 4.376027e-03 7.318916e-03 1.094283e-02 1.464377e-02 1.758374e-02
[49,] 2.440970e-03 4.293156e-03 6.742167e-03 9.461105e-03 1.188277e-02
[50,] 1.264511e-03 2.339626e-03 3.862212e-03 5.690708e-03 7.491945e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.885881e-08 3.418565e-09 5.551224e-10 8.070758e-11 1.050035e-11
 [2,] 6.453663e-08 1.234568e-08 2.115193e-09 3.243986e-10 4.451421e-11
 [3,] 2.045765e-07 4.128985e-08 7.462491e-09 1.207131e-09 1.746959e-10
 [4,] 6.008155e-07 1.279108e-07 2.438255e-08 4.159681e-09 6.349501e-10
 [5,] 1.635359e-06 3.671676e-07 7.381115e-08 1.328144e-08 2.139152e-09
 [6,] 4.128034e-06 9.772606e-07 2.071899e-07 3.933581e-08 6.691202e-09
 [7,] 9.674202e-06 2.414820e-06 5.401068e-07 1.082892e-07 1.949232e-08
 [8,] 2.108979e-05 5.551990e-06 1.311142e-06 2.781423e-07 5.317898e-08
 [9,] 4.291129e-05 1.192304e-05 2.978455e-06 6.709850e-07 1.371920e-07
[10,] 8.195440e-05 2.407518e-05 6.384156e-06 1.537274e-06 3.399082e-07
[11,] 1.482753e-04 4.620166e-05 1.308410e-05 3.402412e-06 8.265578e-07
[12,] 2.576921e-04 8.562325e-05 2.612986e-05 7.438895e-06 2.020474e-06
[13,] 4.382567e-04 1.564071e-04 5.199112e-05 1.642347e-05 5.046474e-06
[14,] 7.440515e-04 2.873163e-04 1.049462e-04 3.704215e-05 1.286885e-05
[15,] 1.279000e-03 5.367164e-04 2.159298e-04 8.487230e-05 3.293224e-05
[16,] 2.229247e-03 1.015782e-03 4.478356e-04 1.938138e-04 8.259354e-05
[17,] 3.894415e-03 1.916967e-03 9.174629e-04 4.313305e-04 1.988320e-04
[18,] 6.697860e-03 3.536948e-03 1.819560e-03 9.184915e-04 4.528595e-04
[19,] 1.115018e-02 6.274716e-03 3.440967e-03 1.848665e-03 9.673330e-04
[20,] 1.774690e-02 1.058219e-02 6.145874e-03 3.491720e-03 1.928540e-03
[21,] 2.680526e-02 1.685434e-02 1.031309e-02 6.165752e-03 3.579948e-03
[22,] 3.828198e-02 2.527159e-02 1.621982e-02 1.016223e-02 6.181538e-03
[23,] 5.164485e-02 3.564243e-02 2.389447e-02 1.562840e-02 9.927594e-03
[24,] 6.587514e-02 4.731910e-02 3.299347e-02 2.243983e-02 1.483664e-02
[25,] 7.963882e-02 5.925285e-02 4.277210e-02 3.012215e-02 2.065428e-02
[26,] 9.159420e-02 7.020677e-02 5.219836e-02 3.788236e-02 2.682560e-02
[27,] 1.007340e-01 7.907124e-02 6.020040e-02 4.477379e-02 3.258033e-02
[28,] 1.066314e-01 8.516693e-02 6.596753e-02 4.995533e-02 3.712692e-02
[29,] 1.094935e-01 8.841207e-02 6.918473e-02 5.294748e-02 3.989216e-02
[30,] 1.100087e-01 8.928581e-02 7.009992e-02 5.377560e-02 4.070692e-02
[31,] 1.090604e-01 8.861027e-02 6.939743e-02 5.293668e-02 3.985410e-02
[32,] 1.074254e-01 8.725010e-02 6.793889e-02 5.120804e-02 3.795811e-02
[33,] 1.055651e-01 8.584940e-02 6.648345e-02 4.938555e-02 3.576903e-02
[34,] 1.035596e-01 8.468835e-02 6.548938e-02 4.805720e-02 3.393577e-02
[35,] 1.011776e-01 8.367794e-02 6.504329e-02 4.748126e-02 3.285068e-02
[36,] 9.803667e-02 8.246134e-02 6.490402e-02 4.757881e-02 3.259818e-02
[37,] 9.379546e-02 8.057384e-02 6.461930e-02 4.800782e-02 3.299043e-02
[38,] 8.831857e-02 7.761681e-02 6.367616e-02 4.827949e-02 3.365159e-02
[39,] 8.175683e-02 7.340317e-02 6.165621e-02 4.789158e-02 3.412154e-02
[40,] 7.450456e-02 6.802856e-02 5.836442e-02 4.646194e-02 3.396642e-02
[41,] 6.704309e-02 6.183346e-02 5.388937e-02 4.383565e-02 3.288551e-02
[42,] 5.974310e-02 5.526390e-02 4.856253e-02 4.012655e-02 3.079022e-02
[43,] 5.273369e-02 4.869639e-02 4.282608e-02 3.566692e-02 2.782222e-02
[44,] 4.591542e-02 4.232178e-02 3.707214e-02 3.088102e-02 2.429460e-02
[45,] 3.910744e-02 3.615050e-02 3.153705e-02 2.614233e-02 2.057798e-02
[46,] 3.223343e-02 3.012362e-02 2.629916e-02 2.168468e-02 1.698473e-02
[47,] 2.543073e-02 2.424747e-02 2.136109e-02 1.760028e-02 1.370397e-02
[48,] 1.902427e-02 1.866272e-02 1.674760e-02 1.390278e-02 1.080547e-02
[49,] 1.339505e-02 1.361241e-02 1.255270e-02 1.059977e-02 8.289346e-03
[50,] 8.829269e-03 9.342305e-03 8.916330e-03 7.728049e-03 6.139649e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.221988e-12 1.271636e-13 1.183114e-14 9.843376e-16 7.329415e-17
 [2,] 5.463273e-12 5.996106e-13 5.885930e-14 5.171634e-15 4.075099e-16
 [3,] 2.261404e-11 2.618766e-12 2.714895e-13 2.524377e-14 2.113507e-15
 [4,] 8.672630e-11 1.060698e-11 1.163695e-12 1.149633e-13 1.030352e-14
 [5,] 3.085890e-10 3.994036e-11 4.655411e-12 4.922574e-13 4.784015e-14
 [6,] 1.021472e-09 1.404538e-10 1.751971e-11 2.008120e-12 2.158906e-13
 [7,] 3.161042e-09 4.650607e-10 6.285865e-11 7.964720e-12 9.716908e-13
 [8,] 9.225389e-09 1.470015e-09 2.194519e-10 3.151384e-11 4.463412e-12
 [9,] 2.576081e-08 4.528437e-09 7.647981e-10 1.272472e-10 2.108341e-11
[10,] 7.029475e-08 1.394359e-08 2.720185e-09 5.281500e-10 1.010904e-10
[11,] 1.921596e-07 4.382846e-08 9.938363e-09 2.224015e-09 4.798110e-10
[12,] 5.364810e-07 1.413538e-07 3.679905e-08 9.266999e-09 2.198933e-09
[13,] 1.533917e-06 4.611409e-07 1.347031e-07 3.727727e-08 9.553669e-09
[14,] 4.422462e-06 1.484685e-06 4.757656e-07 1.421552e-07 3.890057e-08
[15,] 1.254824e-05 4.607485e-06 1.592774e-06 5.081064e-07 1.474743e-07
[16,] 3.426034e-05 1.354809e-05 4.998351e-06 1.691188e-06 5.186756e-07
[17,] 8.857553e-05 3.734586e-05 1.460993e-05 5.223200e-06 1.689167e-06
[18,] 2.147068e-04 9.592222e-05 3.963879e-05 1.494095e-05 5.088851e-06
[19,] 4.852480e-04 2.288190e-04 9.964698e-05 3.954606e-05 1.417502e-05
[20,] 1.019513e-03 5.061048e-04 2.318954e-04 9.680784e-05 3.649907e-05
[21,] 1.988488e-03 1.037128e-03 4.993815e-04 2.191361e-04 8.686641e-05
[22,] 3.598544e-03 1.968595e-03 9.950260e-04 4.586621e-04 1.910852e-04
[23,] 6.042378e-03 3.461249e-03 1.834512e-03 8.876990e-04 3.885269e-04
[24,] 9.417400e-03 5.638674e-03 3.130160e-03 1.588842e-03 7.302368e-04
[25,] 1.363334e-02 8.515066e-03 4.944200e-03 2.630343e-03 1.268817e-03
[26,] 1.835212e-02 1.192784e-02 7.232490e-03 4.028703e-03 2.038394e-03
[27,] 2.300720e-02 1.551406e-02 9.803836e-03 5.710655e-03 3.028402e-03
[28,] 2.692366e-02 1.876317e-02 1.232506e-02 7.495182e-03 4.161890e-03
[29,] 2.951156e-02 2.114695e-02 1.438859e-02 9.115085e-03 5.292800e-03
[30,] 3.045827e-02 2.228493e-02 1.562932e-02 1.028236e-02 6.232308e-03
[31,] 2.983434e-02 2.207534e-02 1.584646e-02 1.077794e-02 6.801079e-03
[32,] 2.806372e-02 2.073063e-02 1.507546e-02 1.052825e-02 6.888614e-03
[33,] 2.577381e-02 1.870104e-02 1.357553e-02 9.632479e-03 6.493173e-03
[34,] 2.359518e-02 1.652372e-02 1.173937e-02 8.327490e-03 5.722917e-03
[35,] 2.199302e-02 1.466487e-02 9.968221e-03 6.907645e-03 4.757837e-03
[36,] 2.118149e-02 1.341396e-02 8.565425e-03 5.636890e-03 3.791092e-03
[37,] 2.112376e-02 1.285210e-02 7.682561e-03 4.687650e-03 2.975803e-03
[38,] 2.158793e-02 1.288027e-02 7.320893e-03 4.121565e-03 2.396061e-03
[39,] 2.222542e-02 1.327659e-02 7.367760e-03 3.905049e-03 2.065643e-03
[40,] 2.265456e-02 1.375929e-02 7.643857e-03 3.941523e-03 1.945308e-03
[41,] 2.254494e-02 1.404767e-02 7.947830e-03 4.104670e-03 1.965900e-03
[42,] 2.169441e-02 1.392008e-02 8.096029e-03 4.266333e-03 2.048689e-03
[43,] 2.007805e-02 1.326245e-02 7.957835e-03 4.319514e-03 2.120759e-03
[44,] 1.784567e-02 1.209190e-02 7.481530e-03 4.196987e-03 2.126604e-03
[45,] 1.526220e-02 1.054178e-02 6.701039e-03 3.882323e-03 2.036355e-03
[46,] 1.261531e-02 8.810316e-03 5.717615e-03 3.408295e-03 1.848927e-03
[47,] 1.013220e-02 7.094424e-03 4.661988e-03 2.841354e-03 1.588068e-03
[48,] 7.939885e-03 5.537615e-03 3.652846e-03 2.257547e-03 1.291828e-03
[49,] 6.074999e-03 4.210693e-03 2.768757e-03 1.719812e-03 9.992791e-04
[50,] 4.522174e-03 3.124082e-03 2.041708e-03 1.265201e-03 7.397329e-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  
     23.063        1.084  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1fyuq1228484888.ps tmp/1fyuq1228484888.png")
> system("convert tmp/2jlkl1228484888.ps tmp/2jlkl1228484888.png")
> system("convert tmp/3ljpl1228484888.ps tmp/3ljpl1228484888.png")
> system("convert tmp/4ufts1228484888.ps tmp/4ufts1228484888.png")
> system("convert tmp/55e6e1228484888.ps tmp/55e6e1228484888.png")
> system("convert tmp/6rjtd1228484888.ps tmp/6rjtd1228484888.png")
> system("convert tmp/7qvob1228484888.ps tmp/7qvob1228484888.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.016   1.314   3.343