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(54.281,63.654,68.918,58.686,67.074,60.183,54.326,54.085,53.564,60.873,53.398,45.164,59.672,56.298,62.361,56.930,62.954,62.431,52.528,54.060,53.093,52.695,52.333,41.747,58.576,57.851,63.721,63.384,61.141,59.231,63.472,49.214,55.816,61.713,48.664,45.351,57.888,54.091,59.098,58.962,55.433,60.403,60.721,48.440,57.981,60.258,47.312,46.980,54.846,56.824,67.744,62.849,54.691,65.461,53.724,54.560,57.722,55.458,48.490,46.362)
> y <- c(58.972,59.249,63.955,53.785,52.760,44.795,37.348,32.370,32.717,40.974,33.591,21.124,58.608,46.865,51.378,46.235,47.206,45.382,41.227,33.795,31.295,42.625,33.625,21.538,56.421,53.152,53.536,52.408,41.454,38.271,35.306,26.414,31.917,38.030,27.534,18.387,50.556,43.901,48.572,43.899,37.532,40.357,35.489,29.027,34.485,42.598,30.306,26.451,47.460,50.104,61.465,53.726,39.477,43.895,31.481,29.896,33.842,39.120,33.702,25.094)
> x <- c(493.000,481.000,462.000,457.000,442.000,439.000,488.000,521.000,501.000,485.000,464.000,460.000,467.000,460.000,448.000,443.000,436.000,431.000,484.000,510.000,513.000,503.000,471.000,471.000,476.000,475.000,470.000,461.000,455.000,456.000,517.000,525.000,523.000,519.000,509.000,512.000,519.000,517.000,510.000,509.000,501.000,507.000,569.000,580.000,578.000,565.000,547.000,555.000,562.000,561.000,555.000,544.000,537.000,543.000,594.000,611.000,613.000,611.000,594.000,595.000)
> par7 = 'Aantal inschrijvingen 2dehandswagens'
> par6 = 'Aantal inschrijvingen nieuwe wagens'
> par5 = 'Werkloosheid'
> 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/11oqs1226338270.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/2sc3o1226338270.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/3kkyz1226338270.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/4eti61226338271.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/5u41b1226338271.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  
   81.34739     -0.07921  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6q26s1226338271.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]  9.798596 11.079102 12.359608 13.640114 14.920621 16.201127 17.481633
 [8] 18.762140 20.042646 21.323152 22.603659 23.884165 25.164671 26.445178
[15] 27.725684 29.006190 30.286696 31.567203 32.847709 34.128215 35.408722
[22] 36.689228 37.969734 39.250241 40.530747 41.811253 43.091759 44.372266
[29] 45.652772 46.933278 48.213785 49.494291 50.774797 52.055304 53.335810
[36] 54.616316 55.896822 57.177329 58.457835 59.738341 61.018848 62.299354
[43] 63.579860 64.860367 66.140873 67.421379 68.701886 69.982392 71.262898
[50] 72.543404

$yords
 [1] 37.96450 38.67340 39.38230 40.09120 40.80009 41.50899 42.21789 42.92679
 [9] 43.63568 44.34458 45.05348 45.76238 46.47128 47.18017 47.88907 48.59797
[17] 49.30687 50.01577 50.72466 51.43356 52.14246 52.85136 53.56026 54.26915
[25] 54.97805 55.68695 56.39585 57.10474 57.81364 58.52254 59.23144 59.94034
[33] 60.64923 61.35813 62.06703 62.77593 63.48483 64.19372 64.90262 65.61152
[41] 66.32042 67.02932 67.73821 68.44711 69.15601 69.86491 70.57380 71.28270
[49] 71.99160 72.70050

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.512119e-03 7.614902e-03 9.601268e-03 1.303093e-02 1.736173e-02
 [2,] 9.115155e-03 1.064362e-02 1.265063e-02 1.635963e-02 2.202487e-02
 [3,] 1.176401e-02 1.432768e-02 1.664202e-02 2.031109e-02 2.671040e-02
 [4,] 1.374747e-02 1.801363e-02 2.135845e-02 2.509724e-02 3.155777e-02
 [5,] 1.439534e-02 2.068755e-02 2.595902e-02 3.048503e-02 3.675532e-02
 [6,] 1.342925e-02 2.140420e-02 2.913304e-02 3.551500e-02 4.210144e-02
 [7,] 1.112639e-02 1.979297e-02 2.966995e-02 3.867035e-02 4.665701e-02
 [8,] 8.173168e-03 1.628583e-02 2.712933e-02 3.856190e-02 4.889122e-02
 [9,] 5.318076e-03 1.189380e-02 2.213315e-02 3.473878e-02 4.741531e-02
[10,] 3.063515e-03 7.699152e-03 1.605387e-02 2.803285e-02 4.187108e-02
[11,] 1.561920e-03 4.414050e-03 1.033151e-02 2.016153e-02 3.330144e-02
[12,] 7.046884e-04 2.240317e-03 5.892339e-03 1.288529e-02 2.368991e-02
[13,] 2.813147e-04 1.006346e-03 2.976161e-03 7.305041e-03 1.500989e-02
[14,] 9.936172e-05 4.000218e-04 1.330749e-03 3.669959e-03 8.448765e-03
[15,] 3.105004e-05 1.406952e-04 5.266282e-04 1.632837e-03 4.218298e-03
[16,] 8.584463e-06 4.378354e-05 1.844243e-04 6.431413e-04 1.866383e-03
[17,] 2.099759e-06 1.205498e-05 5.714821e-05 2.242106e-04 7.313664e-04
[18,] 4.544046e-07 2.936648e-06 1.566924e-05 6.917411e-05 2.537443e-04
[19,] 8.701530e-08 6.330278e-07 3.801878e-06 1.888805e-05 7.793637e-05
[20,] 1.475425e-08 1.208242e-07 8.167898e-07 4.566842e-06 2.120043e-05
[21,] 2.221693e-09 2.047710e-08 1.557940e-07 9.802405e-07 5.119517e-06
[22,] 3.009116e-10 3.119491e-09 2.669381e-08 1.888822e-07 1.109119e-06
[23,] 3.860971e-11 4.490332e-10 4.310499e-09 3.420983e-08 2.252054e-07
[24,] 5.529717e-12 7.166198e-11 7.664134e-10 6.772748e-09 4.957903e-08
[25,] 1.126372e-12 1.618903e-11 1.918979e-10 1.877154e-09 1.517282e-08
[26,] 3.137755e-13 5.032585e-12 6.652926e-11 7.250549e-10 6.516866e-09
[27,] 9.319780e-14 1.678162e-12 2.490087e-11 3.044893e-10 3.068648e-09
[28,] 2.579016e-14 5.224470e-13 8.720826e-12 1.199525e-10 1.359575e-09
[29,] 6.392044e-15 1.457522e-13 2.738493e-12 4.239696e-11 5.408576e-10
[30,] 1.405520e-15 3.607880e-14 7.631095e-13 1.329983e-11 1.909970e-10
[31,] 2.735894e-16 7.906168e-15 1.882575e-13 3.693707e-12 5.971625e-11
[32,] 4.712073e-17 1.532968e-15 4.109354e-14 9.076909e-13 1.652045e-11
[33,] 7.180043e-18 2.629682e-16 7.935940e-15 1.973412e-13 4.043492e-12
[34,] 9.679045e-19 3.990835e-17 1.355857e-15 3.795671e-14 8.755529e-13
[35,] 1.154320e-19 5.358124e-18 2.049359e-16 6.458740e-15 1.677246e-13
[36,] 1.217890e-20 6.364284e-19 2.740375e-17 9.722880e-16 2.842490e-14
[37,] 1.136782e-21 6.687658e-20 3.241825e-18 1.294881e-16 4.261758e-15
[38,] 9.387163e-23 6.217079e-21 3.392790e-19 1.525641e-17 5.652837e-16
[39,] 6.857710e-24 5.113123e-22 3.141319e-20 1.590239e-18 6.633333e-17
[40,] 4.432120e-25 3.720265e-23 2.573088e-21 1.466427e-19 6.886281e-18
[41,] 2.534145e-26 2.394689e-24 1.864597e-22 1.196316e-20 6.324487e-19
[42,] 1.281856e-27 1.363679e-25 1.195372e-23 8.634139e-22 5.138704e-20
[43,] 5.736335e-29 6.870090e-27 6.779670e-25 5.512895e-23 3.693766e-21
[44,] 2.271002e-30 3.061967e-28 3.401745e-26 3.114068e-24 2.348945e-22
[45,] 7.954044e-32 1.207331e-29 1.510020e-27 1.556195e-25 1.321490e-23
[46,] 2.464598e-33 4.211527e-31 5.929950e-29 6.879990e-27 6.577226e-25
[47,] 6.756050e-35 1.299695e-32 2.060193e-30 2.690914e-28 2.896076e-26
[48,] 1.638424e-36 3.548380e-34 6.332159e-32 9.311054e-30 1.128143e-27
[49,] 3.515172e-38 8.570490e-36 1.721799e-33 2.850261e-31 3.887809e-29
[50,] 6.672019e-40 1.831350e-37 4.141934e-35 7.718993e-33 1.185321e-30
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.090056e-02 2.179867e-02 1.936466e-02 1.455925e-02 9.254918e-03
 [2,] 2.807456e-02 3.174328e-02 3.090989e-02 2.563235e-02 1.804785e-02
 [3,] 3.515984e-02 4.253508e-02 4.507117e-02 4.101532e-02 3.185684e-02
 [4,] 4.164646e-02 5.292833e-02 6.044668e-02 6.000550e-02 5.117314e-02
 [5,] 4.739221e-02 6.182112e-02 7.511549e-02 8.076134e-02 7.523731e-02
 [6,] 5.248401e-02 6.858999e-02 8.718559e-02 1.006116e-01 1.018195e-01
 [7,] 5.680518e-02 7.310053e-02 9.533126e-02 1.167174e-01 1.274943e-01
 [8,] 5.963196e-02 7.535524e-02 9.903605e-02 1.268431e-01 1.483923e-01
 [9,] 5.970108e-02 7.505677e-02 9.840942e-02 1.299079e-01 1.612196e-01
[10,] 5.588795e-02 7.153530e-02 9.375241e-02 1.260581e-01 1.641712e-01
[11,] 4.807336e-02 6.424421e-02 8.528995e-02 1.162776e-01 1.573218e-01
[12,] 3.750135e-02 5.348266e-02 7.336026e-02 1.018909e-01 1.423162e-01
[13,] 2.629405e-02 4.069342e-02 5.887224e-02 8.435457e-02 1.216360e-01
[14,] 1.647472e-02 2.799830e-02 4.349357e-02 6.535747e-02 9.795622e-02
[15,] 9.190522e-03 1.729021e-02 2.924413e-02 4.685647e-02 7.385078e-02
[16,] 4.554425e-03 9.536203e-03 1.774007e-02 3.074406e-02 5.165320e-02
[17,] 2.002087e-03 4.682296e-03 9.648696e-03 1.829140e-02 3.318855e-02
[18,] 7.800343e-04 2.042495e-03 4.685289e-03 9.798051e-03 1.941322e-02
[19,] 2.692353e-04 7.905898e-04 2.025639e-03 4.701441e-03 1.026139e-02
[20,] 8.233929e-05 2.714329e-04 7.785868e-04 2.014192e-03 4.874629e-03
[21,] 2.235775e-05 8.278542e-05 2.662027e-04 7.696713e-04 2.074671e-03
[22,] 5.443039e-06 2.262526e-05 8.153153e-05 2.635362e-04 7.923094e-04
[23,] 1.237821e-06 5.752147e-06 2.310449e-05 8.293526e-05 2.761623e-04
[24,] 3.022068e-07 1.549511e-06 6.809735e-06 2.645136e-05 9.446949e-05
[25,] 1.016103e-07 5.669218e-07 2.664743e-06 1.077585e-05 3.881451e-05
[26,] 4.834961e-08 2.966431e-07 1.510997e-06 6.442664e-06 2.338342e-05
[27,] 2.549387e-08 1.746801e-07 9.881249e-07 4.625090e-06 1.800195e-05
[28,] 1.269884e-08 9.775552e-08 6.203516e-07 3.247083e-06 1.403597e-05
[29,] 5.685430e-09 4.924800e-08 3.515447e-07 2.068226e-06 1.003154e-05
[30,] 2.260117e-09 2.203758e-08 1.770629e-07 1.172300e-06 6.396249e-06
[31,] 7.955088e-10 8.732170e-09 7.898087e-08 5.886411e-07 3.615037e-06
[32,] 2.477581e-10 3.061666e-09 3.117512e-08 2.615672e-07 1.808347e-06
[33,] 6.826801e-11 9.497334e-10 1.088695e-08 1.028334e-07 8.003563e-07
[34,] 1.664172e-11 2.606379e-10 3.363542e-09 3.576677e-08 3.133883e-07
[35,] 3.588951e-12 6.327937e-11 9.193407e-10 1.100562e-08 1.085606e-07
[36,] 6.847386e-13 1.359173e-11 2.223023e-10 2.995968e-09 3.326980e-08
[37,] 1.155766e-13 2.582705e-12 4.755534e-11 7.215187e-10 9.020189e-09
[38,] 1.725848e-14 4.341729e-13 8.999996e-12 1.537255e-10 2.163560e-09
[39,] 2.279937e-15 6.457112e-14 1.506860e-12 2.897555e-11 4.591028e-10
[40,] 2.664594e-16 8.495746e-15 2.231985e-13 4.831758e-12 8.618635e-11
[41,] 2.755032e-17 9.889001e-16 2.924808e-14 7.127977e-13 1.431379e-11
[42,] 2.520055e-18 1.018336e-16 3.390713e-15 9.302832e-14 2.103094e-12
[43,] 2.039299e-19 9.277204e-18 3.477540e-16 1.074117e-14 2.733696e-13
[44,] 1.459955e-20 7.477060e-19 3.155303e-17 1.097174e-15 3.143615e-14
[45,] 9.246678e-22 5.331289e-20 2.532780e-18 9.914876e-17 3.198130e-15
[46,] 5.181072e-23 3.362957e-21 1.798629e-19 7.926594e-18 2.878396e-16
[47,] 2.568277e-24 1.876717e-22 1.129989e-20 5.606273e-19 2.291887e-17
[48,] 1.126292e-25 9.265376e-24 6.280491e-22 3.507914e-20 1.614444e-18
[49,] 4.369654e-27 4.046824e-25 3.088162e-23 1.941827e-21 1.006097e-19
[50,] 1.499799e-28 1.563707e-26 1.343372e-24 9.509592e-23 5.546847e-21
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.000365e-03 2.343470e-03 1.011215e-03 4.582632e-04 2.516420e-04
 [2,] 1.082514e-02 5.615405e-03 2.634451e-03 1.240834e-03 6.773532e-04
 [3,] 2.114792e-02 1.213555e-02 6.227280e-03 3.099563e-03 1.704414e-03
 [4,] 3.745394e-02 2.372539e-02 1.335121e-02 7.109029e-03 4.001468e-03
 [5,] 6.044933e-02 4.213258e-02 2.600127e-02 1.492513e-02 8.730561e-03
 [6,] 8.939446e-02 6.828784e-02 4.612893e-02 2.865354e-02 1.762861e-02
 [7,] 1.217563e-01 1.015169e-01 7.483583e-02 5.034371e-02 3.283802e-02
 [8,] 1.534146e-01 1.390588e-01 1.114819e-01 8.112671e-02 5.634699e-02
 [9,] 1.794802e-01 1.761950e-01 1.530966e-01 1.202555e-01 8.907630e-02
[10,] 1.955627e-01 2.071299e-01 1.944668e-01 1.644799e-01 1.299120e-01
[11,] 1.990606e-01 2.264945e-01 2.291052e-01 2.081839e-01 1.751641e-01
[12,] 1.898833e-01 2.309749e-01 2.509648e-01 2.444951e-01 2.188880e-01
[13,] 1.702301e-01 2.203065e-01 2.563062e-01 2.671681e-01 2.542081e-01
[14,] 1.436337e-01 1.971014e-01 2.448215e-01 2.725269e-01 2.752975e-01
[15,] 1.139144e-01 1.656967e-01 2.194152e-01 2.605036e-01 2.791817e-01
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[28,] 2.886714e-03 9.361242e-04 2.551152e-04 5.826935e-05 1.112900e-05
[29,] 4.397517e-03 1.546594e-03 4.583895e-04 1.141930e-04 2.386078e-05
[30,] 6.362857e-03 2.420852e-03 7.779997e-04 2.105811e-04 4.791112e-05
[31,] 8.761323e-03 3.597432e-03 1.251408e-03 3.673297e-04 9.076633e-05
[32,] 1.152316e-02 5.083142e-03 1.909004e-03 6.068285e-04 1.626782e-04
[33,] 1.459261e-02 6.862884e-03 2.767512e-03 9.495932e-04 2.757485e-04
[34,] 1.798342e-02 8.936476e-03 3.837629e-03 1.412141e-03 4.422959e-04
[35,] 2.173703e-02 1.134002e-02 5.143229e-03 2.012181e-03 6.746686e-04
[36,] 2.580157e-02 1.410168e-02 6.724740e-03 2.777360e-03 9.883755e-04
[37,] 3.001930e-02 1.716509e-02 8.602932e-03 3.741769e-03 1.405495e-03
[38,] 3.438381e-02 2.041720e-02 1.073659e-02 4.921115e-03 1.950160e-03
[39,] 3.939628e-02 2.390952e-02 1.306495e-02 6.293160e-03 2.633919e-03
[40,] 4.602358e-02 2.811084e-02 1.567617e-02 7.838425e-03 3.449012e-03
[41,] 5.492986e-02 3.381520e-02 1.896851e-02 9.655431e-03 4.399936e-03
[42,] 6.536618e-02 4.149270e-02 2.354110e-02 1.205259e-02 5.574895e-03
[43,] 7.471074e-02 5.042123e-02 2.968932e-02 1.544640e-02 7.192074e-03
[44,] 7.938797e-02 5.837712e-02 3.677561e-02 2.000000e-02 9.518660e-03
[45,] 7.678857e-02 6.242609e-02 4.304391e-02 2.520067e-02 1.263195e-02
[46,] 6.685007e-02 6.048154e-02 4.625217e-02 2.976246e-02 1.615636e-02
[47,] 5.212798e-02 5.255385e-02 4.485089e-02 3.209447e-02 1.922055e-02
[48,] 3.638026e-02 4.077041e-02 3.890062e-02 3.112950e-02 2.077777e-02
[49,] 2.277061e-02 2.820506e-02 3.005486e-02 2.694938e-02 2.014680e-02
[50,] 1.283834e-02 1.741760e-02 2.065651e-02 2.074923e-02 1.740735e-02

> 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  
    39.2150       0.4245  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7le7t1226338271.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] 397.0462 402.1463 407.2465 412.3466 417.4468 422.5470 427.6471 432.7473
 [9] 437.8474 442.9476 448.0477 453.1479 458.2480 463.3482 468.4484 473.5485
[17] 478.6487 483.7488 488.8490 493.9491 499.0493 504.1495 509.2496 514.3498
[25] 519.4499 524.5501 529.6502 534.7504 539.8505 544.9507 550.0509 555.1510
[33] 560.2512 565.3513 570.4515 575.5516 580.6518 585.7520 590.8521 595.9523
[41] 601.0524 606.1526 611.2527 616.3529 621.4530 626.5532 631.6534 636.7535
[49] 641.8537 646.9538

$yords
 [1] 37.96450 38.67340 39.38230 40.09120 40.80009 41.50899 42.21789 42.92679
 [9] 43.63568 44.34458 45.05348 45.76238 46.47128 47.18017 47.88907 48.59797
[17] 49.30687 50.01577 50.72466 51.43356 52.14246 52.85136 53.56026 54.26915
[25] 54.97805 55.68695 56.39585 57.10474 57.81364 58.52254 59.23144 59.94034
[33] 60.64923 61.35813 62.06703 62.77593 63.48483 64.19372 64.90262 65.61152
[41] 66.32042 67.02932 67.73821 68.44711 69.15601 69.86491 70.57380 71.28270
[49] 71.99160 72.70050

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.668815e-06 3.432385e-06 6.566164e-06 1.173185e-05 1.967029e-05
 [2,] 3.976057e-06 8.018099e-06 1.503479e-05 2.632202e-05 4.322903e-05
 [3,] 8.967183e-06 1.773021e-05 3.258815e-05 5.590622e-05 8.993736e-05
 [4,] 1.914332e-05 3.711264e-05 6.686482e-05 1.124056e-04 1.771348e-04
 [5,] 3.868447e-05 7.353530e-05 1.298707e-04 2.139455e-04 3.302686e-04
 [6,] 7.399688e-05 1.379225e-04 2.387813e-04 3.854832e-04 5.829500e-04
 [7,] 1.339823e-04 2.448723e-04 4.155895e-04 6.575001e-04 9.740872e-04
 [8,] 2.296354e-04 4.115380e-04 6.847085e-04 1.061639e-03 1.540890e-03
 [9,] 3.725532e-04 6.547075e-04 1.067889e-03 1.622754e-03 2.307602e-03
[10,] 5.721332e-04 9.859480e-04 1.576630e-03 2.348185e-03 3.271752e-03
[11,] 8.317021e-04 1.405513e-03 2.203566e-03 3.216845e-03 4.391937e-03
[12,] 1.144472e-03 1.896699e-03 2.915610e-03 4.172275e-03 5.582567e-03
[13,] 1.490792e-03 2.423033e-03 3.652300e-03 5.123973e-03 6.720363e-03
[14,] 1.838310e-03 2.930515e-03 4.331946e-03 5.959523e-03 7.664240e-03
[15,] 2.146029e-03 3.355809e-03 4.865845e-03 6.566352e-03 8.285096e-03
[16,] 2.371980e-03 3.639124e-03 5.177597e-03 6.857729e-03 8.497264e-03
[17,] 2.482682e-03 3.738314e-03 5.221866e-03 6.794881e-03 8.281218e-03
[18,] 2.461470e-03 3.639669e-03 4.996289e-03 6.397484e-03 7.689237e-03
[19,] 2.312878e-03 3.361576e-03 4.542185e-03 5.738528e-03 6.831527e-03
[20,] 2.061443e-03 2.949675e-03 3.933682e-03 4.925159e-03 5.847402e-03
[21,] 1.745363e-03 2.465191e-03 3.259020e-03 4.072094e-03 4.871339e-03
[22,] 1.407206e-03 1.970451e-03 2.600363e-03 3.276378e-03 4.004805e-03
[23,] 1.084749e-03 1.516221e-03 2.018284e-03 2.600858e-03 3.301604e-03
[24,] 8.045770e-04 1.134240e-03 1.544699e-03 2.069753e-03 2.768828e-03
[25,] 5.797564e-04 8.360601e-04 1.184523e-03 1.675093e-03 2.379921e-03
[26,] 4.112752e-04 6.170104e-04 9.234734e-04 1.389536e-03 2.093095e-03
[27,] 2.918626e-04 4.627826e-04 7.381249e-04 1.180085e-03 1.868109e-03
[28,] 2.104239e-04 3.560269e-04 6.046744e-04 1.018405e-03 1.676706e-03
[29,] 1.557043e-04 2.811483e-04 5.043699e-04 8.857879e-04 1.505376e-03
[30,] 1.184890e-04 2.266523e-04 4.252655e-04 7.731458e-04 1.352127e-03
[31,] 9.234641e-05 1.853819e-04 3.612547e-04 6.779649e-04 1.220531e-03
[32,] 7.334786e-05 1.534982e-04 3.098529e-04 6.004996e-04 1.114291e-03
[33,] 5.932143e-05 1.291006e-04 2.700367e-04 5.409279e-04 1.034275e-03
[34,] 4.908737e-05 1.111020e-04 2.408754e-04 4.981466e-04 9.782885e-04
[35,] 4.191266e-05 9.860001e-05 2.210624e-04 4.699326e-04 9.425115e-04
[36,] 3.722708e-05 9.067739e-05 2.090279e-04 4.536700e-04 9.230610e-04
[37,] 3.452521e-05 8.642319e-05 2.031933e-04 4.468744e-04 9.165570e-04
[38,] 3.334814e-05 8.497660e-05 2.020558e-04 4.471465e-04 9.194772e-04
[39,] 3.327002e-05 8.549788e-05 2.040492e-04 4.516939e-04 9.269579e-04
[40,] 3.386740e-05 8.708546e-05 2.073306e-04 4.568806e-04 9.320614e-04
[41,] 3.469075e-05 8.872221e-05 2.097129e-04 4.582566e-04 9.262695e-04
[42,] 3.526816e-05 8.932506e-05 2.088803e-04 4.512392e-04 9.012554e-04
[43,] 3.515561e-05 8.791056e-05 2.028501e-04 4.322331e-04 8.512653e-04
[44,] 3.401954e-05 8.381710e-05 1.904965e-04 3.997136e-04 7.750704e-04
[45,] 3.171623e-05 7.688531e-05 1.719015e-04 3.547876e-04 6.766281e-04
[46,] 2.833026e-05 6.751146e-05 1.483680e-04 3.009753e-04 5.641610e-04
[47,] 2.415165e-05 5.654423e-05 1.220819e-04 2.432981e-04 4.480394e-04
[48,] 1.959803e-05 4.506233e-05 9.555174e-05 1.870256e-04 3.382807e-04
[49,] 1.511007e-05 3.411424e-05 7.103033e-05 1.365258e-04 2.425136e-04
[50,] 1.105573e-05 2.450610e-05 5.009861e-05 9.455304e-05 1.649390e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.109815e-05 4.655335e-05 6.616588e-05 0.0000893396 0.0001144102
 [2,] 6.692107e-05 9.806802e-05 1.364276e-04 0.0001803105 0.0002260681
 [3,] 1.363332e-04 1.955789e-04 2.663125e-04 0.0003445227 0.0004228927
 [4,] 2.629365e-04 3.692628e-04 4.921579e-04 0.0006232166 0.0007489351
 [5,] 4.800781e-04 6.600410e-04 8.610846e-04 0.0010673139 0.0012557223
 [6,] 8.298257e-04 1.116946e-03 1.426340e-03 0.0017305711 0.0019934150
 [7,] 1.357938e-03 1.789482e-03 2.236913e-03 0.0026567557 0.0029963267
 [8,] 2.103776e-03 2.714377e-03 3.321595e-03 0.0038620218 0.0042650486
 [9,] 3.085743e-03 3.898386e-03 4.670410e-03 0.0053166798 0.0057504008
[10,] 4.285348e-03 5.301679e-03 6.219307e-03 0.0069332302 0.0073464372
[11,] 5.635375e-03 6.828560e-03 7.845583e-03 0.0085681044 0.0088990832
[12,] 7.018543e-03 8.332179e-03 9.380112e-03 0.0100416900 0.0102328135
[13,] 8.281165e-03 9.636526e-03 1.063754e-02 0.0111750745 0.0111909704
[14,] 9.261589e-03 1.057282e-02 1.145843e-02 0.0118345459 0.0116784802
[15,] 9.827020e-03 1.102076e-02 1.175116e-02 0.0119696729 0.0116923007
[16,] 9.907607e-03 1.094122e-02 1.151879e-02 0.0116308138 0.0113272822
[17,] 9.515897e-03 1.038838e-02 1.086052e-02 0.0109580192 0.0107530408
[18,] 8.744095e-03 9.495768e-03 9.945395e-03 0.0101434054 0.0101679434
[19,] 7.739397e-03 8.440344e-03 8.966609e-03 0.0093789750 0.0097450071
[20,] 6.665658e-03 7.396611e-03 8.091592e-03 0.0088072568 0.0095876791
[21,] 5.664269e-03 6.495935e-03 7.424249e-03 0.0084907719 0.0097097576
[22,] 4.826457e-03 5.803456e-03 6.990441e-03 0.0084089504 0.0100447229
[23,] 4.184035e-03 5.317634e-03 6.748771e-03 0.0084808868 0.0104790538
[24,] 3.718373e-03 4.989103e-03 6.619725e-03 0.0086033175 0.0108958367
[25,] 3.381267e-03 4.749347e-03 6.520630e-03 0.0086888246 0.0112122608
[26,] 3.118580e-03 4.537924e-03 6.393588e-03 0.0086908649 0.0113983194
[27,] 2.888446e-03 4.319467e-03 6.218015e-03 0.0086087777 0.0114725433
[28,] 2.669570e-03 4.087059e-03 6.006465e-03 0.0084745647 0.0114802589
[29,] 2.459646e-03 3.854244e-03 5.789066e-03 0.0083302687 0.0114665221
[30,] 2.267478e-03 3.641754e-03 5.595414e-03 0.0082073344 0.0114566194
[31,] 2.103787e-03 3.465704e-03 5.442141e-03 0.0081166348 0.0114517876
[32,] 1.974797e-03 3.331821e-03 5.330228e-03 0.0080514418 0.0114392604
[33,] 1.880365e-03 3.236459e-03 5.250759e-03 0.0079988608 0.0114083250
[34,] 1.815893e-03 3.171794e-03 5.193853e-03 0.0079514059 0.0113614595
[35,] 1.775624e-03 3.131036e-03 5.154689e-03 0.0079112674 0.0113131037
[36,] 1.754860e-03 3.110316e-03 5.133039e-03 0.0078846341 0.0112761153
[37,] 1.749826e-03 3.106416e-03 5.126916e-03 0.0078695428 0.0112434840
[38,] 1.755580e-03 3.112145e-03 5.124572e-03 0.0078447230 0.0111761978
[39,] 1.763657e-03 3.112672e-03 5.100205e-03 0.0077667980 0.0110056296
[40,] 1.761307e-03 3.085639e-03 5.016885e-03 0.0075790333 0.0106516704
[41,] 1.733305e-03 3.005860e-03 4.836417e-03 0.0072289414 0.0100499585
[42,] 1.665892e-03 2.852938e-03 4.532259e-03 0.0066875152 0.0091769444
[43,] 1.551231e-03 2.618578e-03 4.099972e-03 0.0059619634 0.0080624258
[44,] 1.390418e-03 2.310428e-03 3.560797e-03 0.0050967642 0.0067847814
[45,] 1.193774e-03 1.950878e-03 2.957030e-03 0.0041629843 0.0054514602
[46,] 9.782903e-04 1.571395e-03 2.341286e-03 0.0032404557 0.0041727115
[47,] 7.633214e-04 1.204724e-03 1.763902e-03 0.0023995408 0.0030379518
[48,] 5.661141e-04 8.777530e-04 1.262761e-03 0.0016882849 0.0021015886
[49,] 3.986192e-04 6.071401e-04 8.582062e-04 0.0011277287 0.0013804504
[50,] 2.662771e-04 3.984127e-04 5.533679e-04 0.0007147750 0.0008606241
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 0.0001384814 0.0001577213 0.0001682727 0.0001675827 0.0001556031
 [2,] 0.0002679838 0.0002990448 0.0003127690 0.0003056040 0.0002788431
 [3,] 0.0004909534 0.0005367916 0.0005504237 0.0005278011 0.0004735852
 [4,] 0.0008515261 0.0009122618 0.0009172236 0.0008634814 0.0007626740
 [5,] 0.0013983028 0.0014679501 0.0014475109 0.0013385679 0.0011654027
 [6,] 0.0021741086 0.0022368363 0.0021638909 0.0019671218 0.0016913341
 [7,] 0.0032010312 0.0032283065 0.0030652879 0.0027423769 0.0023345675
 [8,] 0.0044639088 0.0044144516 0.0041169890 0.0036307244 0.0030710813
 [9,] 0.0058980321 0.0057224333 0.0052476821 0.0045725044 0.0038616455
[10,] 0.0073879087 0.0070386981 0.0063577298 0.0054921666 0.0046613761
[11,] 0.0087820921 0.0082280611 0.0073397265 0.0063172745 0.0054345015
[12,] 0.0099240361 0.0091653913 0.0081075094 0.0070018980 0.0061702635
[13,] 0.0106921998 0.0097716917 0.0086251826 0.0075469022 0.0068943175
[14,] 0.0110370617 0.0100425212 0.0089256671 0.0080090981 0.0076704388
[15,] 0.0110013574 0.0100573096 0.0091103181 0.0084939286 0.0085899079
[16,] 0.0107141796 0.0099636695 0.0093269983 0.0091315839 0.0097498297
[17,] 0.0103583932 0.0099394922 0.0097316054 0.0100423282 0.0112255142
[18,] 0.0101206808 0.0101439794 0.0104444244 0.0113011150 0.0130445698
[19,] 0.0101403481 0.0106733977 0.0115152725 0.0129126429 0.0151706607
[20,] 0.0104738633 0.0115362228 0.0129090121 0.0148052208 0.0175026293
[21,] 0.0110865588 0.0126557409 0.0145163083 0.0168459260 0.0198903143
[22,] 0.0118731109 0.0138984716 0.0161857540 0.0188723567 0.0221630620
[23,] 0.0126980914 0.0151175531 0.0177658774 0.0207304317 0.0241625510
[24,] 0.0134409515 0.0161950216 0.0191420864 0.0223055901 0.0257700426
[25,] 0.0140290385 0.0170680331 0.0202560967 0.0235377486 0.0269206548
[26,] 0.0144479670 0.0177312428 0.0211030902 0.0244175292 0.0276029195
[27,] 0.0147285800 0.0182179575 0.0217116410 0.0249695067 0.0278481263
[28,] 0.0149195593 0.0185716289 0.0221186686 0.0252333737 0.0277173871
[29,] 0.0150600984 0.0188225665 0.0223527330 0.0252532182 0.0272930327
[30,] 0.0151653671 0.0189805713 0.0224329663 0.0250785482 0.0266754218
[31,] 0.0152297523 0.0190446763 0.0223810250 0.0247720021 0.0259800394
[32,] 0.0152429301 0.0190212002 0.0222349627 0.0244128934 0.0253270196
[33,] 0.0152069557 0.0189363883 0.0220519224 0.0240868121 0.0248184778
[34,] 0.0151423433 0.0188328531 0.0218925551 0.0238594567 0.0245070608
[35,] 0.0150777322 0.0187485256 0.0217911780 0.0237436215 0.0243675001
[36,] 0.0150275385 0.0186876632 0.0217256619 0.0236754786 0.0242862097
[37,] 0.0149697351 0.0185997364 0.0216042026 0.0235154316 0.0240793556
[38,] 0.0148371139 0.0183798074 0.0212799334 0.0230792131 0.0235384759
[39,] 0.0145294612 0.0178944256 0.0205918672 0.0221913453 0.0224903592
[40,] 0.0139439179 0.0170247639 0.0194179818 0.0207421648 0.0208504906
[41,] 0.0130118011 0.0157101900 0.0177200231 0.0187270959 0.0186510337
[42,] 0.0117268152 0.0139748428 0.0155627396 0.0162538429 0.0160341446
[43,] 0.0101533807 0.0119271555 0.0131009978 0.0135161068 0.0132147108
[44,] 0.0084124352 0.0097335633 0.0105410201 0.0107449772 0.0104271554
[45,] 0.0066511565 0.0075774222 0.0080909713 0.0081559092 0.0078746134
[46,] 0.0050083668 0.0056181804 0.0059177922 0.0059079914 0.0056949203
[47,] 0.0035871763 0.0039633116 0.0041220725 0.0040849538 0.0039494548
[48,] 0.0024417452 0.0026586853 0.0027342663 0.0026981904 0.0026321849
[49,] 0.0015787727 0.0016956570 0.0017278719 0.0017050666 0.0016907541
[50,] 0.0009694085 0.0010283288 0.0010411601 0.0010331007 0.0010503510
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 0.0001352529 0.0001118988 9.217364e-05 0.0000828179 0.0000901589
 [2,] 0.0002390505 0.0001967474 1.640994e-04 0.0001528492 0.0001734657
 [3,] 0.0004011605 0.0003297984 2.804636e-04 0.0002723560 0.0003216007
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 [5,] 0.0009715271 0.0008101329 7.329256e-04 0.0007820221 0.0009872966
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[13,] 4.931469e-02 4.292756e-02 3.661987e-02 3.079626e-02 2.572768e-02
[14,] 4.844009e-02 4.205886e-02 3.575925e-02 2.993012e-02 2.485101e-02
[15,] 4.683424e-02 4.050827e-02 3.425758e-02 2.846651e-02 2.342508e-02
[16,] 4.471207e-02 3.845855e-02 3.228170e-02 2.656576e-02 2.160594e-02
[17,] 4.229652e-02 3.611792e-02 3.003504e-02 2.442860e-02 1.958875e-02
[18,] 3.979861e-02 3.370116e-02 2.773647e-02 2.227241e-02 1.758303e-02
[19,] 3.739770e-02 3.140554e-02 2.559219e-02 2.030166e-02 1.578383e-02
[20,] 3.522501e-02 2.938681e-02 2.376785e-02 1.867985e-02 1.434580e-02
[21,] 3.335539e-02 2.774265e-02 2.236894e-02 1.751071e-02 1.336683e-02
[22,] 3.181105e-02 2.650901e-02 2.143478e-02 1.683254e-02 1.288346e-02
[23,] 3.057577e-02 2.566912e-02 2.094549e-02 1.662418e-02 1.287603e-02
[24,] 2.961315e-02 2.516912e-02 2.083582e-02 1.681675e-02 1.327795e-02
[25,] 2.887937e-02 2.493164e-02 2.100822e-02 1.730486e-02 1.398464e-02
[26,] 2.832436e-02 2.486171e-02 2.134078e-02 1.795454e-02 1.486047e-02
[27,] 2.788211e-02 2.484572e-02 2.169141e-02 1.861007e-02 1.574641e-02
[28,] 2.745842e-02 2.475034e-02 2.190409e-02 1.910436e-02 1.647238e-02
[29,] 2.692737e-02 2.442962e-02 2.182282e-02 1.927681e-02 1.687662e-02
[30,] 2.614452e-02 2.374449e-02 2.131454e-02 1.899759e-02 1.682999e-02
[31,] 2.497623e-02 2.259132e-02 2.029585e-02 1.819250e-02 1.625963e-02
[32,] 2.333592e-02 2.092989e-02 1.875442e-02 1.686018e-02 1.516415e-02
[33,] 2.121323e-02 1.879958e-02 1.675621e-02 1.507485e-02 1.361526e-02
[34,] 1.868439e-02 1.631632e-02 1.443481e-02 1.297265e-02 1.174400e-02
[35,] 1.589902e-02 1.365032e-02 1.196518e-02 1.072501e-02 9.715255e-03
[36,] 1.304788e-02 1.099137e-02 9.529816e-03 8.506546e-03 7.697292e-03
[37,] 1.032226e-02 8.512635e-03 7.286664e-03 6.466013e-03 5.833932e-03
[38,] 7.877813e-03 6.342601e-03 5.346886e-03 4.706694e-03 4.225707e-03
[39,] 5.812065e-03 4.551471e-03 3.766068e-03 3.279356e-03 2.922834e-03
[40,] 4.159330e-03 3.152455e-03 2.548299e-03 2.186748e-03 1.929361e-03
[41,] 2.900495e-03 2.114268e-03 1.659089e-03 1.395959e-03 1.214976e-03
[42,] 1.981398e-03 1.378869e-03 1.041833e-03 8.538181e-04 7.298504e-04
[43,] 1.332690e-03 8.787404e-04 6.331041e-04 5.010889e-04 4.183507e-04
[44,] 8.857759e-04 5.498739e-04 3.738277e-04 2.828061e-04 2.289906e-04
[45,] 5.823881e-04 3.391044e-04 2.154355e-04 1.539597e-04 1.198519e-04
[46,] 3.780180e-04 2.064098e-04 1.216720e-04 8.115226e-05 6.010307e-05
[47,] 2.410954e-04 1.238560e-04 6.753429e-05 4.158882e-05 2.895827e-05
[48,] 1.501527e-04 7.298679e-05 3.686850e-05 2.080498e-05 1.345208e-05
[49,] 9.071831e-05 4.200740e-05 1.976431e-05 1.019045e-05 6.049223e-06
[50,] 5.285357e-05 2.347011e-05 1.036555e-05 4.893735e-06 2.644303e-06
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 3.097775e-03 2.459353e-03 1.950758e-03 1.546199e-03 1.212857e-03
 [2,] 4.413918e-03 3.532742e-03 2.829955e-03 2.262287e-03 1.784153e-03
 [3,] 6.048583e-03 4.882679e-03 3.948208e-03 3.180191e-03 2.519704e-03
 [4,] 7.981776e-03 6.498935e-03 5.300806e-03 4.298150e-03 3.419584e-03
 [5,] 1.015597e-02 8.337891e-03 6.853774e-03 5.589917e-03 4.464507e-03
 [6,] 1.247586e-02 1.032061e-02 8.541451e-03 7.002354e-03 5.613440e-03
 [7,] 1.481437e-02 1.233675e-02 1.026925e-02 8.457079e-03 6.804006e-03
 [8,] 1.702402e-02 1.425419e-02 1.192142e-02 9.856072e-03 7.955814e-03
 [9,] 1.895214e-02 1.593262e-02 1.337262e-02 1.109051e-02 8.976698e-03
[10,] 2.045719e-02 1.723923e-02 1.450156e-02 1.205206e-02 9.771945e-03
[11,] 2.142452e-02 1.806422e-02 1.520543e-02 1.264594e-02 1.025643e-02
[12,] 2.178014e-02 1.833501e-02 1.541394e-02 1.280506e-02 1.036869e-02
[13,] 2.150181e-02 1.802798e-02 1.510177e-02 1.250325e-02 1.008451e-02
[14,] 2.062628e-02 1.717616e-02 1.429720e-02 1.176470e-02 9.426183e-03
[15,] 1.925045e-02 1.587044e-02 1.308379e-02 1.066588e-02 8.463666e-03
[16,] 1.752416e-02 1.425201e-02 1.159283e-02 9.327466e-03 7.305706e-03
[17,] 1.563337e-02 1.249538e-02 9.986170e-03 7.896994e-03 6.082413e-03
[18,] 1.377566e-02 1.078449e-02 8.432880e-03 6.526030e-03 4.923902e-03
[19,] 1.213311e-02 9.287311e-03 7.085252e-03 5.348070e-03 3.941007e-03
[20,] 1.084919e-02 8.135048e-03 6.060275e-03 4.462650e-03 3.212774e-03
[21,] 1.001472e-02 7.410340e-03 5.430024e-03 3.928333e-03 2.782318e-03
[22,] 9.664448e-03 7.144879e-03 5.220709e-03 3.763503e-03 2.659266e-03
[23,] 9.781357e-03 7.323466e-03 5.417060e-03 3.951339e-03 2.825109e-03
[24,] 1.030403e-02 7.890161e-03 5.967932e-03 4.445130e-03 3.238052e-03
[25,] 1.113345e-02 8.753645e-03 6.790743e-03 5.171969e-03 3.835962e-03
[26,] 1.213878e-02 9.791904e-03 7.775156e-03 6.035557e-03 4.538441e-03
[27,] 1.316484e-02 1.085892e-02 8.788755e-03 6.920869e-03 5.250637e-03
[28,] 1.404473e-02 1.179656e-02 9.687698e-03 7.703472e-03 5.871227e-03
[29,] 1.461908e-02 1.245284e-02 1.033354e-02 8.264520e-03 6.305229e-03
[30,] 1.475985e-02 1.270460e-02 1.061424e-02 8.509427e-03 6.479595e-03
[31,] 1.439298e-02 1.247932e-02 1.046447e-02 8.385604e-03 6.357407e-03
[32,] 1.351324e-02 1.176969e-02 9.879082e-03 7.893592e-03 5.945832e-03
[33,] 1.218613e-02 1.063582e-02 8.914769e-03 7.087292e-03 5.294574e-03
[34,] 1.053522e-02 9.193446e-03 7.678446e-03 6.062299e-03 4.484615e-03
[35,] 8.717900e-03 7.590612e-03 6.305005e-03 4.935365e-03 3.610416e-03
[36,] 6.895920e-03 5.979214e-03 4.930622e-03 3.820892e-03 2.760853e-03
[37,] 5.208140e-03 4.488755e-03 3.668923e-03 2.811030e-03 2.004211e-03
[38,] 3.751852e-03 3.208676e-03 2.595759e-03 1.964072e-03 1.380555e-03
[39,] 2.575747e-03 2.182226e-03 1.744992e-03 1.302612e-03 9.019902e-04
[40,] 1.683985e-03 1.411086e-03 1.113991e-03 8.196854e-04 5.587816e-04
[41,] 1.047855e-03 8.670480e-04 6.750314e-04 4.892072e-04 3.281350e-04
[42,] 6.203221e-04 5.060278e-04 3.881070e-04 2.768330e-04 1.826127e-04
[43,] 3.493024e-04 2.804191e-04 2.116563e-04 1.484955e-04 9.629281e-05
[44,] 1.871009e-04 1.475234e-04 1.094622e-04 7.549055e-05 4.810300e-05
[45,] 9.536648e-05 7.367511e-05 5.367723e-05 3.636570e-05 2.276211e-05
[46,] 4.628929e-05 3.493448e-05 2.495669e-05 1.659849e-05 1.020172e-05
[47,] 2.142178e-05 1.573363e-05 1.100226e-05 7.178010e-06 4.330400e-06
[48,] 9.468820e-06 6.735026e-06 4.600012e-06 2.941086e-06 1.740854e-06
[49,] 4.007421e-06 2.743094e-06 1.824634e-06 1.141877e-06 6.627914e-07
[50,] 1.629057e-06 1.064615e-06 6.870456e-07 4.201670e-07 2.389963e-07
             [,47]        [,48]        [,49]        [,50]
 [1,] 9.279102e-04 6.828175e-04 4.783294e-04 3.169713e-04
 [2,] 1.368083e-03 1.007015e-03 7.051735e-04 4.672467e-04
 [3,] 1.936281e-03 1.426474e-03 9.995232e-04 6.629198e-04
 [4,] 2.633912e-03 1.943430e-03 1.363799e-03 9.060344e-04
 [5,] 3.447824e-03 2.549525e-03 1.792865e-03 1.193321e-03
 [6,] 4.347828e-03 3.223310e-03 2.271701e-03 1.514289e-03
 [7,] 5.285973e-03 3.928816e-03 2.773853e-03 1.849971e-03
 [8,] 6.198040e-03 4.616007e-03 3.261559e-03 2.173137e-03
 [9,] 7.007897e-03 5.224067e-03 3.688519e-03 2.450715e-03
[10,] 7.635317e-03 5.688257e-03 4.005842e-03 2.648659e-03
[11,] 8.007314e-03 5.950171e-03 4.170700e-03 2.738577e-03
[12,] 8.071630e-03 5.969666e-03 4.155824e-03 2.704463e-03
[13,] 7.809407e-03 5.735336e-03 3.957064e-03 2.547372e-03
[14,] 7.242993e-03 5.269924e-03 3.596247e-03 2.286289e-03
[15,] 6.435530e-03 4.628214e-03 3.117945e-03 1.954630e-03
[16,] 5.481333e-03 3.887411e-03 2.580864e-03 1.593410e-03
[17,] 4.489371e-03 3.132757e-03 2.046526e-03 1.243261e-03
[18,] 3.564640e-03 2.442732e-03 1.568702e-03 9.377066e-04
[19,] 2.792741e-03 1.877990e-03 1.186410e-03 6.993251e-04
[20,] 2.231173e-03 1.476232e-03 9.215565e-04 5.391320e-04
[21,] 1.907858e-03 1.252679e-03 7.804410e-04 4.582957e-04
[22,] 1.824674e-03 1.203904e-03 7.571646e-04 4.507421e-04
[23,] 1.962619e-03 1.312229e-03 8.369509e-04 5.053751e-04
[24,] 2.285879e-03 1.548807e-03 9.982317e-04 6.073440e-04
[25,] 2.744018e-03 1.875113e-03 1.213592e-03 7.386034e-04
[26,] 3.273487e-03 2.244060e-03 1.450594e-03 8.785202e-04
[27,] 3.800749e-03 2.602525e-03 1.673749e-03 1.005298e-03
[28,] 4.248899e-03 2.896551e-03 1.848307e-03 1.098512e-03
[29,] 4.547972e-03 3.079041e-03 1.945514e-03 1.142361e-03
[30,] 4.646979e-03 3.118208e-03 1.947946e-03 1.128661e-03
[31,] 4.524103e-03 3.004052e-03 1.853071e-03 1.058482e-03
[32,] 4.191399e-03 2.750401e-03 1.673587e-03 9.416895e-04
[33,] 3.691866e-03 2.391434e-03 1.434191e-03 7.944289e-04
[34,] 3.089397e-03 1.973556e-03 1.165689e-03 6.353108e-04
[35,] 2.454602e-03 1.545149e-03 8.983091e-04 4.814928e-04
[36,] 1.850759e-03 1.147246e-03 6.561652e-04 3.457597e-04
[37,] 1.323723e-03 8.075517e-04 4.541955e-04 2.352147e-04
[38,] 8.977783e-04 5.387622e-04 2.978718e-04 1.515645e-04
[39,] 5.772129e-04 3.405967e-04 1.850555e-04 9.249564e-05
[40,] 3.517135e-04 2.039951e-04 1.088933e-04 5.345548e-05
[41,] 2.030660e-04 1.157358e-04 6.068455e-05 2.925329e-05
[42,] 1.110720e-04 6.219117e-05 3.202516e-05 1.515787e-05
[43,] 5.754772e-05 3.164873e-05 1.600322e-05 7.436334e-06
[44,] 2.823944e-05 1.525147e-05 7.571769e-06 3.453943e-06
[45,] 1.312342e-05 6.959277e-06 3.391868e-06 1.518766e-06
[46,] 5.775198e-06 3.006681e-06 1.438508e-06 6.322245e-07
[47,] 2.406527e-06 1.229876e-06 5.775669e-07 2.491411e-07
[48,] 9.495140e-07 4.762896e-07 2.195316e-07 9.294032e-08
[49,] 3.547219e-07 1.746242e-07 7.899259e-08 3.282006e-08
[50,] 1.254729e-07 6.061154e-08 2.690689e-08 1.097098e-08

> 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  
   73.58381     -0.03330  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/11oqs1226338270.ps tmp/11oqs1226338270.png")
> system("convert tmp/2sc3o1226338270.ps tmp/2sc3o1226338270.png")
> system("convert tmp/3kkyz1226338270.ps tmp/3kkyz1226338270.png")
> system("convert tmp/4eti61226338271.ps tmp/4eti61226338271.png")
> system("convert tmp/5u41b1226338271.ps tmp/5u41b1226338271.png")
> system("convert tmp/6q26s1226338271.ps tmp/6q26s1226338271.png")
> system("convert tmp/7le7t1226338271.ps tmp/7le7t1226338271.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.994   2.013   3.504