R version 2.6.0 (2007-10-03)
Copyright (C) 2007 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'license()' or 'licence()' for distribution details.

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Type 'contributors()' for more information and
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Type 'demo()' for some demos, 'help()' for on-line help, or
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> z <- c(476049,474605,470439,461251,454724,455626,516847,525192,522975,518585,509239,512238,519164,517009,509933,509127,500857,506971,569323,579714,577992,565464,547344,554788,562325,560854,555332,543599,536662,542722,593530,610763,612613,611324,594167,595454,590865,589379,584428,573100,567456,569028,620735,628884,628232,612117,595404,597141,593408,590072,579799,574205,572775,572942,619567,625809,619916,587625,565742,557274)
> y <- c(22,27,24,24,22,23,25,23,21,21,22,20,22,22,20,21,20,21,21,21,19,21,21,22,19,24,22,22,22,24,22,23,24,21,20,22,23,23,22,20,21,21,20,20,17,18,19,19,20,21,20,21,19,22,20,18,16,17,18,19)
> x <- c(2529,2196,3202,2718,2728,2354,2697,2651,2067,2641,2539,2294,2712,2314,3092,2677,2813,2668,2939,2617,2231,2481,2421,2408,2560,2100,3315,2801,2403,3024,2507,2980,2211,2471,2594,2452,2232,2373,3127,2802,2641,2787,2619,2806,2193,2323,2529,2412,2262,2154,3230,2295,2715,2733,2317,2730,1913,2390,2484,1960)
> par7 = 'Werkloosheid'
> par6 = 'Fin. toestand'
> par5 = 'Scheidingen'
> 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: Wessa P., (2007), 3-Dimensional Scatterplots (v1.0.3) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_cloud.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description
> 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/1pohg1194006581.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/2rmfa1194006581.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/31hca1194006581.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/45svy1194006581.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/52mkz1194006581.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  
  17.902760     0.001237  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/66c5r1194006581.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] 14.72616 15.00264 15.27913 15.55561 15.83209 16.10858 16.38506 16.66154
 [9] 16.93803 17.21451 17.49099 17.76748 18.04396 18.32044 18.59693 18.87341
[17] 19.14989 19.42638 19.70286 19.97934 20.25583 20.53231 20.80879 21.08528
[25] 21.36176 21.63824 21.91472 22.19121 22.46769 22.74417 23.02066 23.29714
[33] 23.57362 23.85011 24.12659 24.40307 24.67956 24.95604 25.23252 25.50901
[41] 25.78549 26.06197 26.33846 26.61494 26.89142 27.16791 27.44439 27.72087
[49] 27.99736 28.27384

$yords
 [1] 425686.8 430426.2 435165.7 439905.2 444644.7 449384.2 454123.6 458863.1
 [9] 463602.6 468342.1 473081.6 477821.0 482560.5 487300.0 492039.5 496779.0
[17] 501518.4 506257.9 510997.4 515736.9 520476.3 525215.8 529955.3 534694.8
[25] 539434.3 544173.7 548913.2 553652.7 558392.2 563131.7 567871.1 572610.6
[33] 577350.1 582089.6 586829.0 591568.5 596308.0 601047.5 605787.0 610526.4
[41] 615265.9 620005.4 624744.9 629484.4 634223.8 638963.3 643702.8 648442.3
[49] 653181.8 657921.2

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.820929e-28 6.508129e-27 5.734203e-26 4.665706e-25 3.506144e-24
 [2,] 2.226014e-26 2.013356e-25 1.681749e-24 1.297380e-23 9.244339e-23
 [3,] 6.307577e-25 5.407555e-24 4.282027e-23 3.131957e-22 2.116072e-21
 [4,] 1.552206e-23 1.261159e-22 9.466530e-22 6.564519e-21 4.205577e-20
 [5,] 3.318586e-22 2.554713e-21 1.817472e-20 1.194785e-19 7.257859e-19
 [6,] 6.168000e-21 4.496840e-20 3.031204e-19 1.888754e-18 1.087814e-17
 [7,] 9.975868e-20 6.882732e-19 4.393781e-18 2.594209e-17 1.416349e-16
 [8,] 1.406231e-18 9.170128e-18 5.539430e-17 3.097475e-16 1.602574e-15
 [9,] 1.732009e-17 1.065392e-16 6.081656e-16 3.217740e-15 1.576732e-14
[10,] 1.871143e-16 1.082298e-15 5.825520e-15 2.912110e-14 1.350170e-13
[11,] 1.783339e-15 9.654049e-15 4.883112e-14 2.300826e-13 1.007724e-12
[12,] 1.511684e-14 7.608253e-14 3.598112e-13 1.592142e-12 6.570567e-12
[13,] 1.151647e-13 5.343118e-13 2.346033e-12 9.696481e-12 3.755664e-11
[14,] 7.976868e-13 3.379868e-12 1.365766e-11 5.233876e-11 1.891719e-10
[15,] 5.073982e-12 1.947893e-11 7.177213e-11 2.527393e-10 8.459179e-10
[16,] 2.979006e-11 1.032309e-10 3.443017e-10 1.104045e-09 3.390952e-09
[17,] 1.611213e-10 5.049862e-10 1.520480e-09 4.410625e-09 1.232304e-08
[18,] 7.963004e-10 2.272920e-09 6.197243e-09 1.623702e-08 4.103204e-08
[19,] 3.556389e-09 9.330602e-09 2.321366e-08 5.516356e-08 1.260401e-07
[20,] 1.419697e-08 3.454937e-08 7.918080e-08 1.720864e-07 3.573972e-07
[21,] 5.020975e-08 1.142017e-07 2.433010e-07 4.883756e-07 9.303975e-07
[22,] 1.563440e-07 3.342922e-07 6.670626e-07 1.248145e-06 2.203741e-06
[23,] 4.270064e-07 8.620348e-07 1.620678e-06 2.848665e-06 4.706311e-06
[24,] 1.021225e-06 1.953142e-06 3.475875e-06 5.775414e-06 9.001630e-06
[25,] 2.139130e-06 3.887505e-06 6.575046e-06 1.038244e-05 1.537245e-05
[26,] 3.932909e-06 6.812394e-06 1.099300e-05 1.657800e-05 2.346060e-05
[27,] 6.374645e-06 1.056177e-05 1.632981e-05 2.363595e-05 3.215425e-05
[28,] 9.173944e-06 1.460224e-05 2.173709e-05 3.035761e-05 3.992357e-05
[29,] 1.184389e-05 1.820628e-05 2.623830e-05 3.555649e-05 4.545771e-05
[30,] 1.390388e-05 2.076447e-05 2.914532e-05 3.855140e-05 4.819630e-05
[31,] 1.507788e-05 2.201604e-05 3.028872e-05 3.936228e-05 4.846249e-05
[32,] 1.535465e-05 2.206720e-05 2.996955e-05 3.857240e-05 4.720032e-05
[33,] 1.491627e-05 2.125880e-05 2.874522e-05 3.699261e-05 4.545184e-05
[34,] 1.402790e-05 1.999519e-05 2.715818e-05 3.523679e-05 4.374351e-05
[35,] 1.293308e-05 1.856774e-05 2.546043e-05 3.335643e-05 4.171577e-05
[36,] 1.175337e-05 1.701332e-05 2.347580e-05 3.081864e-05 3.838711e-05
[37,] 1.044400e-05 1.513179e-05 2.078302e-05 2.697959e-05 3.300461e-05
[38,] 8.880073e-06 1.271714e-05 1.715342e-05 2.173428e-05 2.581013e-05
[39,] 7.030909e-06 9.827889e-06 1.287111e-05 1.576606e-05 1.804186e-05
[40,] 5.061251e-06 6.840729e-06 8.635777e-06 1.017879e-05 1.121085e-05
[41,] 3.259836e-06 4.241432e-06 5.157334e-06 5.878887e-06 6.326980e-06
[42,] 1.871945e-06 2.359772e-06 2.813758e-06 3.222928e-06 3.638596e-06
[43,] 9.887801e-07 1.262720e-06 1.601037e-06 2.086386e-06 2.863999e-06
[44,] 5.585783e-07 8.272153e-07 1.295691e-06 2.122936e-06 3.518963e-06
[45,] 4.644112e-07 8.651011e-07 1.618037e-06 2.936081e-06 5.051725e-06
[46,] 5.849985e-07 1.189464e-06 2.284486e-06 4.097146e-06 6.821900e-06
[47,] 8.087091e-07 1.616011e-06 2.994949e-06 5.135220e-06 8.136705e-06
[48,] 1.027471e-06 1.960525e-06 3.456039e-06 5.625776e-06 8.454564e-06
[49,] 1.146243e-06 2.076025e-06 3.471004e-06 5.356820e-06 7.630864e-06
[50,] 1.112300e-06 1.909968e-06 3.027112e-06 4.428164e-06 5.978754e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.433712e-23 1.560725e-22 9.250134e-22 5.069779e-21 2.572289e-20
 [2,] 6.084727e-22 3.700361e-21 2.079743e-20 1.080792e-19 5.197548e-19
 [3,] 1.320818e-20 7.617768e-20 4.060648e-19 2.001323e-18 9.125906e-18
 [4,] 2.489438e-19 1.361753e-18 6.885214e-18 3.218906e-17 1.392210e-16
 [5,] 4.074315e-18 2.113917e-17 1.013913e-16 4.497050e-16 1.845313e-15
 [6,] 5.791127e-17 2.850011e-16 1.296842e-15 5.457677e-15 2.125136e-14
 [7,] 7.150012e-16 3.337626e-15 1.440884e-14 5.754279e-14 2.126587e-13
 [8,] 7.670187e-15 3.395888e-14 1.390913e-13 5.271538e-13 1.849298e-12
 [9,] 7.152334e-14 3.002849e-13 1.166835e-12 4.196967e-12 1.397755e-11
[10,] 5.801147e-13 2.308775e-12 8.509592e-12 2.904720e-11 9.184391e-11
[11,] 4.096818e-12 1.544587e-11 5.397947e-11 1.748308e-10 5.248117e-10
[12,] 2.523110e-11 9.001442e-11 2.980697e-10 9.156617e-10 2.609094e-09
[13,] 1.358476e-10 4.577556e-10 1.434537e-09 4.176819e-09 1.129287e-08
[14,] 6.418433e-10 2.036771e-09 6.028951e-09 1.661700e-08 4.259902e-08
[15,] 2.676007e-09 7.961710e-09 2.219150e-08 5.778154e-08 1.402740e-07
[16,] 9.922636e-09 2.750605e-08 7.185996e-08 1.761973e-07 4.042369e-07
[17,] 3.305508e-08 8.468970e-08 2.060574e-07 4.735645e-07 1.023509e-06
[18,] 1.000652e-07 2.348726e-07 5.280013e-07 1.130205e-06 2.290743e-06
[19,] 2.781550e-07 5.936928e-07 1.222968e-06 2.419934e-06 4.572713e-06
[20,] 7.144805e-07 1.382214e-06 2.592931e-06 4.709000e-06 8.242004e-06
[21,] 1.696071e-06 2.982101e-06 5.087627e-06 8.444251e-06 1.361811e-05
[22,] 3.700464e-06 5.961900e-06 9.295359e-06 1.411706e-05 2.094677e-05
[23,] 7.359741e-06 1.098818e-05 1.581294e-05 2.213417e-05 3.034047e-05
[24,] 1.324329e-05 1.853851e-05 2.492712e-05 3.252184e-05 4.155123e-05
[25,] 2.146398e-05 2.846950e-05 3.619268e-05 4.454574e-05 5.362697e-05
[26,] 3.132144e-05 3.971300e-05 4.820901e-05 5.656155e-05 6.480347e-05
[27,] 4.131413e-05 5.043460e-05 5.891522e-05 6.642050e-05 7.300030e-05
[28,] 4.965610e-05 5.871109e-05 6.639874e-05 7.238712e-05 7.683184e-05
[29,] 5.503376e-05 6.337246e-05 6.979497e-05 7.406332e-05 7.649170e-05
[30,] 5.714177e-05 6.451230e-05 6.972702e-05 7.267574e-05 7.377552e-05
[31,] 5.672203e-05 6.337805e-05 6.795785e-05 7.039129e-05 7.101510e-05
[32,] 5.511273e-05 6.164355e-05 6.631645e-05 6.891205e-05 6.948836e-05
[33,] 5.346687e-05 6.034387e-05 6.542908e-05 6.820737e-05 6.842454e-05
[34,] 5.198174e-05 5.908830e-05 6.415133e-05 6.641191e-05 6.550430e-05
[35,] 4.969962e-05 5.625765e-05 6.034000e-05 6.119480e-05 5.864514e-05
[36,] 4.522830e-05 5.025957e-05 5.255162e-05 5.163494e-05 4.770024e-05
[37,] 3.794521e-05 4.091208e-05 4.131330e-05 3.907493e-05 3.470815e-05
[38,] 2.867743e-05 2.978355e-05 2.892052e-05 2.632437e-05 2.263461e-05
[39,] 1.928169e-05 1.926518e-05 1.806401e-05 1.604831e-05 1.380073e-05
[40,] 1.157185e-05 1.127337e-05 1.052116e-05 9.675165e-06 9.161710e-06
[41,] 6.519826e-06 6.594122e-06 6.784645e-06 7.364068e-06 8.562199e-06
[42,] 4.189542e-06 5.066873e-06 6.472633e-06 8.542513e-06 1.126993e-05
[43,] 4.128436e-06 6.073796e-06 8.810586e-06 1.227471e-05 1.617226e-05
[44,] 5.698755e-06 8.795357e-06 1.275260e-05 1.724483e-05 2.168049e-05
[45,] 8.135702e-06 1.218338e-05 1.691226e-05 2.173386e-05 2.584936e-05
[46,] 1.051572e-05 1.498722e-05 1.973904e-05 2.402202e-05 2.701710e-05
[47,] 1.190775e-05 1.609206e-05 2.008068e-05 2.313983e-05 2.462768e-05
[48,] 1.172922e-05 1.502138e-05 1.775932e-05 1.938418e-05 1.953517e-05
[49,] 1.003351e-05 1.217729e-05 1.364201e-05 1.410765e-05 1.346811e-05
[50,] 7.450613e-06 8.569837e-06 9.098298e-06 8.915914e-06 8.065021e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.210741e-19 5.308718e-19 2.186316e-18 8.591241e-18 3.310542e-17
 [2,] 2.316548e-18 9.597282e-18 3.717229e-17 1.361050e-16 4.807027e-16
 [3,] 3.854522e-17 1.511220e-16 5.522306e-16 1.895624e-15 6.202267e-15
 [4,] 5.575665e-16 2.070985e-15 7.155311e-15 2.312470e-14 7.064058e-14
 [5,] 7.010441e-15 2.468815e-14 8.077020e-14 2.464827e-13 7.068860e-13
 [6,] 7.661116e-14 2.559482e-13 7.937666e-13 2.291956e-12 6.195110e-12
 [7,] 7.276782e-13 2.307354e-12 6.788581e-12 1.857409e-11 4.744924e-11
 [8,] 6.007802e-12 1.808695e-11 5.051487e-11 1.311084e-10 3.171688e-10
 [9,] 4.311974e-11 1.232914e-10 3.270288e-10 8.058111e-10 1.848668e-09
[10,] 2.690899e-10 7.309205e-10 1.842015e-09 4.311730e-09 9.390996e-09
[11,] 1.460466e-09 3.769346e-09 9.028153e-09 2.008578e-08 4.156654e-08
[12,] 6.896349e-09 1.691425e-08 3.851304e-08 8.147227e-08 1.603052e-07
[13,] 2.834751e-08 6.607327e-08 1.430498e-07 2.878412e-07 5.387846e-07
[14,] 1.015163e-07 2.248460e-07 4.629175e-07 8.862651e-07 1.578954e-06
[15,] 3.171295e-07 6.672664e-07 1.306420e-06 2.380426e-06 4.038571e-06
[16,] 8.659531e-07 1.729889e-06 3.220470e-06 5.586228e-06 9.030704e-06
[17,] 2.073511e-06 3.928773e-06 6.952727e-06 1.148456e-05 1.770521e-05
[18,] 4.376056e-06 7.852016e-06 1.320287e-05 2.077622e-05 3.058146e-05
[19,] 8.204177e-06 1.390956e-05 2.220707e-05 3.331222e-05 4.690160e-05
[20,] 1.382158e-05 2.208011e-05 3.344380e-05 4.787153e-05 6.464073e-05
[21,] 2.124807e-05 3.189296e-05 4.579826e-05 6.264877e-05 8.141909e-05
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[34,] 1.073779e-05 6.611757e-06 3.779668e-06 2.003332e-06 9.835272e-07
[35,] 7.585347e-06 4.476906e-06 2.447438e-06 1.238297e-06 5.795020e-07
[36,] 4.753911e-06 2.677783e-06 1.395081e-06 6.719150e-07 2.990643e-07
[37,] 2.620966e-06 1.405111e-06 6.961092e-07 3.185964e-07 1.346820e-07
[38,] 1.264310e-06 6.440142e-07 3.029908e-07 1.316393e-07 5.280937e-08
[39,] 5.318406e-07 2.571456e-07 1.147986e-07 4.731667e-08 1.800451e-08
[40,] 1.947052e-07 8.930440e-08 3.781390e-08 1.478055e-08 5.333009e-09
[41,] 6.196229e-08 2.695066e-08 1.082057e-08 4.010114e-09 1.371762e-09
[42,] 1.712883e-08 7.063632e-09 2.688695e-09 9.446272e-10 3.063226e-10
[43,] 4.111514e-09 1.607345e-09 5.799819e-10 1.931584e-10 5.937493e-11
[44,] 8.567322e-10 3.174894e-10 1.085933e-10 3.428179e-11 9.988699e-12
[45,] 1.549519e-10 5.443028e-11 1.764690e-11 5.280553e-12 1.458384e-12
[46,] 2.432323e-11 8.098674e-12 2.488789e-12 7.058994e-13 1.847896e-13
[47,] 3.313580e-12 1.045763e-12 3.046134e-13 8.189243e-14 2.031971e-14
[48,] 3.917554e-13 1.171900e-13 3.235526e-14 8.244752e-15 1.939048e-15
[49,] 4.019425e-14 1.139665e-14 2.982418e-15 7.203404e-16 1.605776e-16
[50,] 3.578833e-15 9.618139e-16 2.385715e-16 5.461646e-17 1.154001e-17

> 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  
     800537       -11504  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7a1h91194006581.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] 1703.008 1740.192 1777.375 1814.558 1851.742 1888.925 1926.108 1963.292
 [9] 2000.475 2037.658 2074.842 2112.025 2149.208 2186.392 2223.575 2260.758
[17] 2297.942 2335.125 2372.308 2409.492 2446.675 2483.858 2521.042 2558.225
[25] 2595.408 2632.592 2669.775 2706.958 2744.142 2781.325 2818.508 2855.692
[33] 2892.875 2930.058 2967.242 3004.425 3041.608 3078.792 3115.975 3153.158
[41] 3190.342 3227.525 3264.708 3301.892 3339.075 3376.258 3413.442 3450.625
[49] 3487.808 3524.992

$yords
 [1] 425686.8 430426.2 435165.7 439905.2 444644.7 449384.2 454123.6 458863.1
 [9] 463602.6 468342.1 473081.6 477821.0 482560.5 487300.0 492039.5 496779.0
[17] 501518.4 506257.9 510997.4 515736.9 520476.3 525215.8 529955.3 534694.8
[25] 539434.3 544173.7 548913.2 553652.7 558392.2 563131.7 567871.1 572610.6
[33] 577350.1 582089.6 586829.0 591568.5 596308.0 601047.5 605787.0 610526.4
[41] 615265.9 620005.4 624744.9 629484.4 634223.8 638963.3 643702.8 648442.3
[49] 653181.8 657921.2

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.879789e-12 3.999192e-12 8.019713e-12 1.515674e-11 2.699990e-11
 [2,] 5.539396e-12 1.159452e-11 2.288862e-11 4.260422e-11 7.477300e-11
 [3,] 1.527508e-11 3.142610e-11 6.102058e-11 1.117850e-10 1.931748e-10
 [4,] 3.947239e-11 7.973445e-11 1.521341e-10 2.740532e-10 4.659673e-10
 [5,] 9.573733e-11 1.896524e-10 3.551821e-10 6.285273e-10 1.050546e-09
 [6,] 2.183135e-10 4.235768e-10 7.776933e-10 1.350374e-09 2.216515e-09
 [7,] 4.688426e-10 8.898301e-10 1.599619e-09 2.722088e-09 4.382749e-09
 [8,] 9.497417e-10 1.761227e-09 3.096154e-09 5.157063e-09 8.134734e-09
 [9,] 1.817126e-09 3.289449e-09 5.648766e-09 9.198335e-09 1.419754e-08
[10,] 3.286700e-09 5.804573e-09 9.728842e-09 1.547213e-08 2.334134e-08
[11,] 5.622209e-09 9.685310e-09 1.583658e-08 2.457936e-08 3.620946e-08
[12,] 9.094288e-09 1.528598e-08 2.438302e-08 3.692169e-08 5.308426e-08
[13,] 1.390202e-08 2.281568e-08 3.551996e-08 5.248415e-08 7.363879e-08
[14,] 2.006389e-08 3.218724e-08 4.895191e-08 7.063086e-08 9.675543e-08
[15,] 2.730872e-08 4.288501e-08 6.380128e-08 9.000497e-08 1.205134e-07
[16,] 3.502078e-08 5.392719e-08 7.862083e-08 1.086350e-07 1.424349e-07
[17,] 4.229836e-08 6.399558e-08 9.163056e-08 1.243113e-07 1.600181e-07
[18,] 4.815556e-08 7.175542e-08 1.011804e-07 1.351963e-07 1.714669e-07
[19,] 5.183336e-08 7.629741e-08 1.063246e-07 1.405001e-07 1.763976e-07
[20,] 5.311552e-08 7.754508e-08 1.072928e-07 1.409561e-07 1.762318e-07
[21,] 5.250941e-08 7.643819e-08 1.056261e-07 1.388424e-07 1.740307e-07
[22,] 5.118147e-08 7.476134e-08 1.038430e-07 1.374336e-07 1.737082e-07
[23,] 5.062630e-08 7.461902e-08 1.046766e-07 1.399870e-07 1.787965e-07
[24,] 5.215899e-08 7.770655e-08 1.101090e-07 1.485661e-07 1.911368e-07
[25,] 5.640278e-08 8.462681e-08 1.205349e-07 1.631097e-07 2.099520e-07
[26,] 6.296563e-08 9.451499e-08 1.343837e-07 1.811238e-07 2.316900e-07
[27,] 7.044926e-08 1.051496e-07 1.483987e-07 1.981943e-07 2.508157e-07
[28,] 7.682317e-08 1.135634e-07 1.585501e-07 2.092415e-07 2.613932e-07
[29,] 8.005569e-08 1.169714e-07 1.613020e-07 2.101210e-07 2.589630e-07
[30,] 7.877779e-08 1.136826e-07 1.547715e-07 1.989886e-07 2.420184e-07
[31,] 7.272413e-08 1.036417e-07 1.393308e-07 1.768914e-07 2.125011e-07
[32,] 6.278255e-08 8.839653e-08 1.174256e-07 1.473693e-07 1.751360e-07
[33,] 5.065402e-08 7.053544e-08 9.272714e-08 1.152821e-07 1.359350e-07
[34,] 3.829144e-08 5.286456e-08 6.900996e-08 8.538547e-08 1.005169e-07
[35,] 2.735723e-08 3.766478e-08 4.920412e-08 6.120532e-08 7.286031e-08
[36,] 1.888698e-08 2.626940e-08 3.490533e-08 4.451290e-08 5.478445e-08
[37,] 1.321695e-08 1.901235e-08 2.636764e-08 3.538363e-08 4.608406e-08
[38,] 1.011333e-08 1.543834e-08 2.281185e-08 3.260913e-08 4.503285e-08
[39,] 8.988378e-09 1.461263e-08 2.283929e-08 3.421366e-08 4.898856e-08
[40,] 9.109315e-09 1.541103e-08 2.481312e-08 3.793249e-08 5.497017e-08
[41,] 9.758006e-09 1.674566e-08 2.716700e-08 4.162195e-08 6.018972e-08
[42,] 1.034063e-08 1.773028e-08 2.864781e-08 4.360567e-08 6.252883e-08
[43,] 1.045754e-08 1.779298e-08 2.848967e-08 4.292897e-08 6.088855e-08
[44,] 9.934469e-09 1.672671e-08 2.648826e-08 3.945733e-08 5.530379e-08
[45,] 8.809102e-09 1.466151e-08 2.294565e-08 3.377255e-08 4.676176e-08
[46,] 7.273055e-09 1.196107e-08 1.849483e-08 2.689210e-08 3.677957e-08
[47,] 5.585838e-09 9.075765e-09 1.386371e-08 1.991314e-08 2.690091e-08
[48,] 3.989220e-09 6.403267e-09 9.662739e-09 1.371010e-08 1.829431e-08
[49,] 2.648838e-09 4.200301e-09 6.261499e-09 8.776074e-09 1.156723e-08
[50,] 1.635187e-09 2.561545e-09 3.772244e-09 5.222838e-09 6.799807e-09
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.535827e-11 7.194755e-11 1.080119e-10 1.541312e-10 2.106021e-10
 [2,] 1.237810e-10 1.934670e-10 2.860784e-10 4.017207e-10 5.392248e-10
 [3,] 3.149667e-10 4.849076e-10 7.061154e-10 9.757515e-10 1.286999e-09
 [4,] 7.478420e-10 1.133551e-09 1.625038e-09 2.209574e-09 2.864283e-09
 [5,] 1.658380e-09 2.473378e-09 3.489241e-09 4.667272e-09 5.946555e-09
 [6,] 3.438467e-09 5.042233e-09 6.995767e-09 9.202476e-09 1.152334e-08
 [7,] 6.674491e-09 9.614842e-09 1.311050e-08 1.695190e-08 2.085875e-08
 [8,] 1.214776e-08 1.717294e-08 2.299433e-08 2.920694e-08 3.530431e-08
 [9,] 2.076475e-08 2.877526e-08 3.779905e-08 4.713025e-08 5.594311e-08
[10,] 3.339581e-08 4.531451e-08 5.833724e-08 7.134686e-08 8.312548e-08
[11,] 5.062855e-08 6.719485e-08 8.469653e-08 1.015226e-07 1.160500e-07
[12,] 7.248093e-08 9.401465e-08 1.159282e-07 1.361025e-07 1.525930e-07
[13,] 9.815552e-08 1.243714e-07 1.499571e-07 1.723718e-07 1.895445e-07
[14,] 1.259363e-07 1.558987e-07 1.838113e-07 2.069054e-07 2.232642e-07
[15,] 1.533229e-07 1.855978e-07 2.141764e-07 2.363302e-07 2.505941e-07
[16,] 1.774525e-07 2.104459e-07 2.381648e-07 2.581924e-07 2.697397e-07
[17,] 1.957769e-07 2.281693e-07 2.541046e-07 2.716707e-07 2.808213e-07
[18,] 2.068447e-07 2.379790e-07 2.621181e-07 2.779009e-07 2.859042e-07
[19,] 2.109372e-07 2.410173e-07 2.642769e-07 2.797888e-07 2.884856e-07
[20,] 2.102763e-07 2.402940e-07 2.642194e-07 2.813223e-07 2.925788e-07
[21,] 2.086172e-07 2.400199e-07 2.662590e-07 2.865361e-07 3.016420e-07
[22,] 2.102393e-07 2.444417e-07 2.741726e-07 2.983765e-07 3.176193e-07
[23,] 2.185768e-07 2.564693e-07 2.899710e-07 3.177385e-07 3.402982e-07
[24,] 2.349017e-07 2.764990e-07 3.129960e-07 3.429154e-07 3.671083e-07
[25,] 2.575178e-07 3.018404e-07 3.396543e-07 3.696477e-07 3.934236e-07
[26,] 2.818293e-07 3.270469e-07 3.639915e-07 3.918727e-07 4.133899e-07
[27,] 3.014101e-07 3.452069e-07 3.791032e-07 4.031310e-07 4.212216e-07
[28,] 3.098439e-07 3.499146e-07 3.790785e-07 3.983395e-07 4.127272e-07
[29,] 3.027561e-07 3.372989e-07 3.608707e-07 3.753967e-07 3.866239e-07
[30,] 2.792803e-07 3.073528e-07 3.253936e-07 3.360124e-07 3.451440e-07
[31,] 2.423751e-07 2.640216e-07 2.773830e-07 2.853971e-07 2.936425e-07
[32,] 1.978830e-07 2.140274e-07 2.240760e-07 2.309129e-07 2.393237e-07
[33,] 1.527676e-07 1.649465e-07 1.732631e-07 1.802223e-07 1.895570e-07
[34,] 1.132667e-07 1.233134e-07 1.314580e-07 1.396025e-07 1.503463e-07
[35,] 8.360137e-08 9.336368e-08 1.027290e-07 1.128759e-07 1.253208e-07
[36,] 6.549791e-08 7.661370e-08 8.832474e-08 1.010428e-07 1.153189e-07
[37,] 5.838931e-08 7.209777e-08 8.690004e-08 1.024466e-07 1.184599e-07
[38,] 5.997959e-08 7.695008e-08 9.507217e-08 1.132772e-07 1.305989e-07
[39,] 6.691416e-08 8.711530e-08 1.081556e-07 1.283330e-07 1.461449e-07
[40,] 7.545622e-08 9.812695e-08 1.210498e-07 1.420318e-07 1.592133e-07
[41,] 8.216094e-08 1.059412e-07 1.292424e-07 1.495801e-07 1.649441e-07
[42,] 8.450409e-08 1.077271e-07 1.297515e-07 1.480352e-07 1.606278e-07
[43,] 8.133188e-08 1.024041e-07 1.217178e-07 1.369001e-07 1.462377e-07
[44,] 7.297160e-08 9.071742e-08 1.064039e-07 1.180026e-07 1.241485e-07
[45,] 6.093764e-08 7.479657e-08 8.657922e-08 9.469503e-08 9.816054e-08
[46,] 4.733496e-08 5.736556e-08 6.553826e-08 7.070905e-08 7.224096e-08
[47,] 3.419233e-08 4.091610e-08 4.614186e-08 4.911542e-08 4.947031e-08
[48,] 2.296549e-08 2.713698e-08 3.021070e-08 3.173169e-08 3.151697e-08
[49,] 1.434168e-08 1.673510e-08 1.839344e-08 1.906624e-08 1.867836e-08
[50,] 8.327026e-09 9.595795e-09 1.041320e-08 1.065397e-08 1.029680e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.787830e-10 3.635417e-10 4.764294e-10 6.385732e-10 8.818987e-10
 [2,] 6.992640e-10 8.898705e-10 1.133249e-09 1.471412e-09 1.967496e-09
 [3,] 1.635980e-09 2.033531e-09 2.519005e-09 3.170510e-09 4.105105e-09
 [4,] 3.570800e-09 4.339077e-09 5.233697e-09 6.391140e-09 8.015728e-09
 [5,] 7.273551e-09 8.647506e-09 1.016755e-08 1.205945e-08 1.466067e-08
 [6,] 1.383349e-08 1.610367e-08 1.847900e-08 2.131618e-08 2.514561e-08
 [7,] 2.458190e-08 2.804017e-08 3.144251e-08 3.533245e-08 4.050728e-08
 [8,] 4.085036e-08 4.569334e-08 5.013980e-08 5.499503e-08 6.140923e-08
 [9,] 6.356208e-08 6.977127e-08 7.503892e-08 8.052938e-08 8.783646e-08
[10,] 9.274782e-08 9.999213e-08 1.055959e-07 1.111990e-07 1.189179e-07
[11,] 1.271715e-07 1.347912e-07 1.400687e-07 1.452388e-07 1.529814e-07
[12,] 1.642785e-07 1.713946e-07 1.757008e-07 1.801167e-07 1.878560e-07
[13,] 2.005974e-07 2.063434e-07 2.092990e-07 2.130860e-07 2.213289e-07
[14,] 2.325462e-07 2.363600e-07 2.380540e-07 2.418641e-07 2.516101e-07
[15,] 2.574055e-07 2.592778e-07 2.603338e-07 2.652229e-07 2.776920e-07
[16,] 2.741234e-07 2.747023e-07 2.761722e-07 2.833213e-07 2.995736e-07
[17,] 2.836612e-07 2.841638e-07 2.872968e-07 2.977152e-07 3.183676e-07
[18,] 2.887559e-07 2.907083e-07 2.966968e-07 3.110636e-07 3.362800e-07
[19,] 2.931733e-07 2.980649e-07 3.078686e-07 3.265943e-07 3.563811e-07
[20,] 3.006853e-07 3.096470e-07 3.239452e-07 3.474095e-07 3.820750e-07
[21,] 3.140622e-07 3.276626e-07 3.469116e-07 3.757296e-07 4.162518e-07
[22,] 3.343251e-07 3.525293e-07 3.770536e-07 4.121927e-07 4.602564e-07
[23,] 3.603867e-07 3.826666e-07 4.127017e-07 4.553373e-07 5.129331e-07
[24,] 3.891049e-07 4.146412e-07 4.502827e-07 5.013984e-07 5.700744e-07
[25,] 4.157246e-07 4.436234e-07 4.846923e-07 5.445594e-07 6.245865e-07
[26,] 4.346944e-07 4.641484e-07 5.100324e-07 5.777749e-07 6.675611e-07
[27,] 4.408126e-07 4.711671e-07 5.207191e-07 5.941578e-07 6.901789e-07
[28,] 4.305269e-07 4.612518e-07 5.128120e-07 5.886859e-07 6.860154e-07
[29,] 4.030355e-07 4.336423e-07 4.852081e-07 5.597310e-07 6.530252e-07
[30,] 3.607715e-07 3.907404e-07 4.402582e-07 5.098476e-07 5.944650e-07
[31,] 3.090247e-07 3.378003e-07 3.835071e-07 4.454592e-07 5.183524e-07
[32,] 2.547910e-07 2.818620e-07 3.225783e-07 3.754839e-07 4.355934e-07
[33,] 2.052406e-07 2.302612e-07 2.655333e-07 3.093163e-07 3.573847e-07
[34,] 1.662758e-07 1.891411e-07 2.191696e-07 2.547567e-07 2.926780e-07
[35,] 1.415004e-07 1.623012e-07 1.876666e-07 2.164182e-07 2.463862e-07
[36,] 1.317035e-07 1.505574e-07 1.718436e-07 1.949631e-07 2.187238e-07
[37,] 1.348391e-07 1.516800e-07 1.691580e-07 1.872998e-07 2.057580e-07
[38,] 1.464806e-07 1.609366e-07 1.744576e-07 1.876758e-07 2.009499e-07
[39,] 1.607487e-07 1.722045e-07 1.813568e-07 1.893834e-07 1.972217e-07
[40,] 1.716266e-07 1.794655e-07 1.839174e-07 1.866118e-07 1.889388e-07
[41,] 1.743932e-07 1.783062e-07 1.781563e-07 1.758939e-07 1.732190e-07
[42,] 1.667406e-07 1.669455e-07 1.629003e-07 1.567118e-07 1.502246e-07
[43,] 1.491724e-07 1.464314e-07 1.397234e-07 1.311321e-07 1.224758e-07
[44,] 1.245328e-07 1.199628e-07 1.120581e-07 1.027155e-07 9.357888e-08
[45,] 9.688090e-08 9.165393e-08 8.389315e-08 7.519238e-08 6.692141e-08
[46,] 7.018592e-08 6.525357e-08 5.858117e-08 5.140687e-08 4.478717e-08
[47,] 4.733234e-08 4.327387e-08 3.813930e-08 3.281960e-08 2.807243e-08
[48,] 2.970795e-08 2.672549e-08 2.314897e-08 1.957377e-08 1.650770e-08
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[28,] 1.228969e-06 1.251381e-06 1.233323e-06 1.176346e-06 1.089096e-06
[29,] 1.148475e-06 1.156218e-06 1.123971e-06 1.055825e-06 9.626784e-07
[30,] 1.054052e-06 1.049008e-06 1.006558e-06 9.328293e-07 8.399815e-07
[31,] 9.487293e-07 9.339381e-07 8.861378e-07 8.127286e-07 7.260387e-07
[32,] 8.381066e-07 8.173603e-07 7.692340e-07 7.015164e-07 6.256696e-07
[33,] 7.292887e-07 7.066510e-07 6.627394e-07 6.048590e-07 5.427738e-07
[34,] 6.293637e-07 6.087039e-07 5.725557e-07 5.270006e-07 4.795647e-07
[35,] 5.440597e-07 5.286316e-07 5.024660e-07 4.699049e-07 4.360356e-07
[36,] 4.769333e-07 4.689844e-07 4.534973e-07 4.328459e-07 4.098200e-07
[37,] 4.290575e-07 4.294817e-07 4.237885e-07 4.124730e-07 3.964684e-07
[38,] 3.989944e-07 4.071151e-07 4.088817e-07 4.032955e-07 3.900857e-07
[39,] 3.829416e-07 3.965660e-07 4.023954e-07 3.985402e-07 3.842566e-07
[40,] 3.751560e-07 3.909981e-07 3.970850e-07 3.913229e-07 3.731540e-07
[41,] 3.688346e-07 3.832710e-07 3.862117e-07 3.759732e-07 3.526399e-07
[42,] 3.574608e-07 3.674178e-07 3.649539e-07 3.492045e-07 3.210774e-07
[43,] 3.363093e-07 3.399929e-07 3.314459e-07 3.107588e-07 2.795766e-07
[44,] 3.035925e-07 3.008093e-07 2.870593e-07 2.632680e-07 2.315442e-07
[45,] 2.607763e-07 2.527578e-07 2.357916e-07 2.113476e-07 1.816546e-07
[46,] 2.119144e-07 2.007548e-07 1.829710e-07 1.602334e-07 1.345870e-07
[47,] 1.622670e-07 1.502193e-07 1.337500e-07 1.144360e-07 9.394401e-08
[48,] 1.167496e-07 1.056405e-07 9.190358e-08 7.683758e-08 6.166290e-08
[49,] 7.876889e-08 6.969342e-08 5.926248e-08 4.842972e-08 3.800203e-08
[50,] 4.975943e-08 4.307280e-08 3.581510e-08 2.861749e-08 2.196223e-08
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.233341e-08 2.410817e-08 2.786426e-08 3.313868e-08 3.906110e-08
 [2,] 3.548097e-08 3.808414e-08 4.355323e-08 5.109084e-08 5.933757e-08
 [3,] 5.350615e-08 5.701977e-08 6.435710e-08 7.427189e-08 8.480978e-08
 [4,] 7.719187e-08 8.155097e-08 9.059130e-08 1.025378e-07 1.148066e-07
 [5,] 1.075725e-07 1.125439e-07 1.227189e-07 1.357905e-07 1.486236e-07
 [6,] 1.463572e-07 1.515860e-07 1.619473e-07 1.747095e-07 1.863986e-07
 [7,] 1.962969e-07 2.014205e-07 2.107816e-07 2.214506e-07 2.299468e-07
 [8,] 2.611700e-07 2.659556e-07 2.731076e-07 2.798198e-07 2.830014e-07
 [9,] 3.451164e-07 3.495507e-07 3.534670e-07 3.545394e-07 3.504499e-07
[10,] 4.513247e-07 4.555920e-07 4.555368e-07 4.496265e-07 4.366023e-07
[11,] 5.804612e-07 5.847996e-07 5.803003e-07 5.664182e-07 5.430844e-07
[12,] 7.295116e-07 7.339960e-07 7.247048e-07 7.021032e-07 6.672747e-07
[13,] 8.916545e-07 8.959930e-07 8.814988e-07 8.494959e-07 8.020523e-07
[14,] 1.057359e-06 1.060771e-06 1.040430e-06 9.982445e-07 9.370479e-07
[15,] 1.216301e-06 1.217498e-06 1.190332e-06 1.136989e-06 1.060900e-06
[16,] 1.359273e-06 1.356523e-06 1.321209e-06 1.255574e-06 1.163605e-06
[17,] 1.479336e-06 1.470585e-06 1.425564e-06 1.346530e-06 1.238134e-06
[18,] 1.571928e-06 1.554964e-06 1.498671e-06 1.405494e-06 1.280970e-06
[19,] 1.634280e-06 1.606942e-06 1.538141e-06 1.430857e-06 1.291748e-06
[20,] 1.664771e-06 1.625196e-06 1.543339e-06 1.423140e-06 1.272508e-06
[21,] 1.662729e-06 1.609610e-06 1.515132e-06 1.384563e-06 1.226984e-06
[22,] 1.628733e-06 1.561544e-06 1.455999e-06 1.318890e-06 1.160121e-06
[23,] 1.565057e-06 1.484228e-06 1.370250e-06 1.231368e-06 1.077725e-06
[24,] 1.475842e-06 1.382863e-06 1.263960e-06 1.128479e-06 9.860469e-07
[25,] 1.366761e-06 1.264208e-06 1.144451e-06 1.017349e-06 8.912231e-07
[26,] 1.244294e-06 1.135754e-06 1.019416e-06 9.049255e-07 7.986186e-07
[27,] 1.114961e-06 1.004803e-06 8.959797e-07 7.971778e-07 7.122932e-07
[28,] 9.848001e-07 8.777817e-07 7.800054e-07 6.985714e-07 6.347684e-07
[29,] 8.591898e-07 7.599189e-07 6.758047e-07 6.119392e-07 5.671445e-07
[30,] 7.428843e-07 6.552140e-07 5.861611e-07 5.386514e-07 5.094457e-07
[31,] 6.399936e-07 5.664732e-07 5.124771e-07 4.788785e-07 4.609793e-07
[32,] 5.537490e-07 4.952498e-07 4.548663e-07 4.317798e-07 4.205486e-07
[33,] 4.860774e-07 4.416729e-07 4.121619e-07 3.955904e-07 3.865169e-07
[34,] 4.371720e-07 4.043024e-07 3.819573e-07 3.677261e-07 3.568590e-07
[35,] 4.052782e-07 3.801785e-07 3.608217e-07 3.450463e-07 3.293528e-07
[36,] 3.868167e-07 3.651517e-07 3.447465e-07 3.243088e-07 3.019429e-07
[37,] 3.768416e-07 3.544556e-07 3.297445e-07 3.027103e-07 2.731561e-07
[38,] 3.697534e-07 3.434031e-07 3.124475e-07 2.783307e-07 2.423818e-07
[39,] 3.601630e-07 3.280787e-07 2.905626e-07 2.503501e-07 2.098990e-07
[40,] 3.437837e-07 3.059193e-07 2.631207e-07 2.190181e-07 1.766697e-07
[41,] 3.181874e-07 2.760840e-07 2.305043e-07 1.854412e-07 1.440164e-07
[42,] 2.832219e-07 2.395215e-07 1.942639e-07 1.512771e-07 1.133114e-07
[43,] 2.409274e-07 1.986738e-07 1.567436e-07 1.183946e-07 8.574348e-08
[44,] 1.949223e-07 1.568515e-07 1.205654e-07 8.853466e-08 6.216700e-08
[45,] 1.494236e-07 1.174333e-07 8.807817e-08 6.301615e-08 4.302044e-08
[46,] 1.082103e-07 8.312446e-08 6.091457e-08 4.254257e-08 2.830801e-08
[47,] 7.385451e-08 5.548954e-08 3.977231e-08 2.715674e-08 1.764994e-08
[48,] 4.741424e-08 3.486088e-08 2.445888e-08 1.634744e-08 1.039502e-08
[49,] 2.858785e-08 2.057640e-08 1.413999e-08 9.258944e-09 5.767659e-09
[50,] 1.616720e-08 1.139449e-08 7.672327e-09 4.924978e-09 3.008166e-09
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 4.451335e-08 4.837116e-08 4.977125e-08 4.832381e-08 4.419773e-08
 [2,] 6.663634e-08 7.139932e-08 7.248705e-08 6.948417e-08 6.277797e-08
 [3,] 9.370613e-08 9.889582e-08 9.900582e-08 9.367903e-08 8.361964e-08
 [4,] 1.245481e-07 1.292949e-07 1.275456e-07 1.191067e-07 1.050754e-07
 [5,] 1.579278e-07 1.610060e-07 1.563838e-07 1.441296e-07 1.257570e-07
 [6,] 1.935489e-07 1.934827e-07 1.849255e-07 1.682685e-07 1.453923e-07
 [7,] 2.329776e-07 2.281645e-07 2.145812e-07 1.929456e-07 1.653943e-07
 [8,] 2.798997e-07 2.686848e-07 2.488729e-07 2.214623e-07 1.887136e-07
 [9,] 3.392934e-07 3.199614e-07 2.924482e-07 2.579729e-07 2.188317e-07
[10,] 4.155972e-07 3.863056e-07 3.492032e-07 3.057148e-07 2.581867e-07
[11,] 5.105254e-07 4.692496e-07 4.202385e-07 3.652028e-07 3.066880e-07
[12,] 6.214863e-07 5.660575e-07 5.025711e-07 4.332253e-07 3.610304e-07
[13,] 7.413799e-07 6.696542e-07 5.892572e-07 5.031765e-07 4.152021e-07
[14,] 8.599394e-07 7.700869e-07 6.709592e-07 5.666689e-07 4.620531e-07
[15,] 9.660916e-07 8.569521e-07 7.383545e-07 6.158091e-07 4.953209e-07
[16,] 1.050404e-06 9.218484e-07 7.844653e-07 6.452720e-07 5.113481e-07
[17,] 1.106772e-06 9.600135e-07 8.061145e-07 6.534705e-07 5.099147e-07
[18,] 1.132962e-06 9.707642e-07 8.041697e-07 6.425615e-07 4.940213e-07
[19,] 1.130170e-06 9.568865e-07 7.827432e-07 6.174904e-07 4.688590e-07
[20,] 1.102053e-06 9.234463e-07 7.478263e-07 5.845521e-07 4.404184e-07
[21,] 1.053726e-06 8.765208e-07 7.058705e-07 5.499608e-07 4.141825e-07
[22,] 9.909536e-07 8.221630e-07 6.626529e-07 5.187557e-07 3.941779e-07
[23,] 9.195628e-07 7.656799e-07 6.225408e-07 4.941509e-07 3.824709e-07
[24,] 8.449563e-07 7.111640e-07 5.881177e-07 4.772943e-07 3.790542e-07
[25,] 7.716539e-07 6.612097e-07 5.600946e-07 4.673460e-07 3.820390e-07
[26,] 7.029031e-07 6.168149e-07 5.374694e-07 4.618222e-07 3.880911e-07
[27,] 6.404818e-07 5.775201e-07 5.179381e-07 4.571779e-07 3.930815e-07
[28,] 5.848007e-07 5.418205e-07 4.985411e-07 4.495883e-07 3.929059e-07
[29,] 5.352871e-07 5.077820e-07 4.764416e-07 4.358083e-07 3.843475e-07
[30,] 4.908948e-07 4.736769e-07 4.496357e-07 4.139011e-07 3.657720e-07
[31,] 4.505202e-07 4.384162e-07 4.173650e-07 3.836044e-07 3.374302e-07
[32,] 4.131775e-07 4.016436e-07 3.801075e-07 3.462166e-07 3.012531e-07
[33,] 3.779565e-07 3.635358e-07 3.392067e-07 3.040753e-07 2.602283e-07
[34,] 3.439269e-07 3.245048e-07 2.963645e-07 2.598772e-07 2.176144e-07
[35,] 3.101658e-07 2.850122e-07 2.532419e-07 2.161108e-07 1.762822e-07
[36,] 2.759576e-07 2.455751e-07 2.112871e-07 1.747588e-07 1.383576e-07
[37,] 2.410549e-07 2.068806e-07 1.717410e-07 1.372444e-07 1.051598e-07
[38,] 2.058215e-07 1.698454e-07 1.356739e-07 1.044954e-07 7.731434e-08
[39,] 1.711552e-07 1.355249e-07 1.039528e-07 7.700485e-08 5.490921e-08
[40,] 1.382252e-07 1.048988e-07 7.713913e-08 5.485855e-08 3.762975e-08
[41,] 1.081596e-07 7.865146e-08 5.539676e-08 3.776386e-08 2.487299e-08
[42,] 8.181223e-08 5.705350e-08 3.848531e-08 2.512346e-08 1.586278e-08
[43,] 5.966040e-08 3.997545e-08 2.585040e-08 1.615839e-08 9.769293e-09
[44,] 4.180989e-08 2.699144e-08 1.676738e-08 1.004606e-08 5.815137e-09
[45,] 2.805471e-08 1.750728e-08 1.047897e-08 6.031381e-09 3.346273e-09
[46,] 1.795454e-08 1.086775e-08 6.289605e-09 3.488744e-09 1.859643e-09
[47,] 1.091721e-08 6.430296e-09 3.611307e-09 1.937594e-09 9.956391e-10
[48,] 6.284427e-09 3.612095e-09 1.975141e-09 1.028912e-09 5.116526e-10
[49,] 3.414053e-09 1.919261e-09 1.024776e-09 5.200959e-10 2.512565e-10
[50,] 1.745697e-09 9.615541e-10 5.024960e-10 2.491878e-10 1.173584e-10
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.804848e-08 3.081781e-08 2.348106e-08 1.682916e-08 1.134607e-08
 [2,] 5.341265e-08 4.277730e-08 3.224323e-08 2.287211e-08 1.527024e-08
 [3,] 7.034639e-08 5.574963e-08 4.161329e-08 2.925598e-08 1.937531e-08
 [4,] 8.747638e-08 6.868751e-08 5.086094e-08 3.551675e-08 2.339486e-08
 [5,] 1.037488e-07 8.087933e-08 5.956701e-08 4.144978e-08 2.725905e-08
 [6,] 1.191138e-07 9.245282e-08 6.796379e-08 4.731922e-08 3.121040e-08
 [7,] 1.349104e-07 1.045979e-07 7.703445e-08 5.387774e-08 3.578189e-08
 [8,] 1.536280e-07 1.192826e-07 8.822906e-08 6.211644e-08 4.159889e-08
 [9,] 1.779808e-07 1.384604e-07 1.028330e-07 7.279735e-08 4.905754e-08
[10,] 2.095958e-07 1.630490e-07 1.212276e-07 8.595647e-08 5.801619e-08
[11,] 2.478822e-07 1.921407e-07 1.423888e-07 1.006212e-07 6.765917e-08
[12,] 2.896446e-07 2.228561e-07 1.639053e-07 1.149151e-07 7.662969e-08
[13,] 3.296986e-07 2.509849e-07 1.825695e-07 1.265526e-07 8.340715e-08
[14,] 3.622982e-07 2.721969e-07 1.953353e-07 1.335418e-07 8.678716e-08
[15,] 3.828257e-07 2.833566e-07 2.002676e-07 1.348211e-07 8.627522e-08
[16,] 3.891043e-07 2.834439e-07 1.971288e-07 1.305916e-07 8.224861e-08
[17,] 3.819028e-07 2.737863e-07 1.874201e-07 1.222506e-07 7.584808e-08
[18,] 3.645576e-07 2.576036e-07 1.739281e-07 1.119960e-07 6.866847e-08
[19,] 3.419650e-07 2.391090e-07 1.599898e-07 1.022740e-07 6.237517e-08
[20,] 3.193477e-07 2.225026e-07 1.487345e-07 9.525140e-08 5.836540e-08
[21,] 3.011621e-07 2.111334e-07 1.424946e-07 9.243449e-08 5.754117e-08
[22,] 2.903562e-07 2.069723e-07 1.424636e-07 9.446806e-08 6.020256e-08
[23,] 2.880222e-07 2.104010e-07 1.485871e-07 1.010889e-07 6.603390e-08
[24,] 2.933831e-07 2.202584e-07 1.596302e-07 1.111902e-07 7.415346e-08
[25,] 3.040341e-07 2.340776e-07 1.733779e-07 1.229732e-07 8.321786e-08
[26,] 3.163894e-07 2.484868e-07 1.869617e-07 1.341925e-07 9.159484e-08
[27,] 3.263157e-07 2.597689e-07 1.973173e-07 1.425075e-07 9.761800e-08
[28,] 3.299102e-07 2.645460e-07 2.017477e-07 1.459181e-07 9.990445e-08
[29,] 3.243033e-07 2.604759e-07 1.984905e-07 1.431977e-07 9.766511e-08
[30,] 3.082795e-07 2.467712e-07 1.871225e-07 1.341882e-07 9.090326e-08
[31,] 2.825038e-07 2.243507e-07 1.686452e-07 1.198322e-07 8.041347e-08
[32,] 2.492555e-07 1.955433e-07 1.451911e-07 1.019103e-07 6.756405e-08
[33,] 2.117629e-07 1.634429e-07 1.194495e-07 8.256796e-08 5.393710e-08
[34,] 1.733939e-07 1.311537e-07 9.402153e-08 6.380753e-08 4.095754e-08
[35,] 1.369903e-07 1.011854e-07 7.092140e-08 4.711277e-08 2.963390e-08
[36,] 1.045143e-07 7.515189e-08 5.135027e-08 3.329764e-08 2.046928e-08
[37,] 7.701259e-08 5.377327e-08 3.573142e-08 2.256251e-08 1.352339e-08
[38,] 5.477763e-08 3.706733e-08 2.390688e-08 1.467216e-08 8.557660e-09
[39,] 3.757101e-08 2.459968e-08 1.537667e-08 9.158809e-09 5.190671e-09
[40,] 2.482329e-08 1.570269e-08 9.500560e-09 5.485760e-09 3.017710e-09
[41,] 1.578975e-08 9.634067e-09 5.634168e-09 3.150290e-09 1.680579e-09
[42,] 9.671507e-09 5.680718e-09 3.205753e-09 1.733391e-09 8.958502e-10
[43,] 5.710226e-09 3.221851e-09 1.750753e-09 9.137972e-10 4.568878e-10
[44,] 3.254516e-09 1.760396e-09 9.189725e-10 4.619425e-10 2.230040e-10
[45,] 1.792869e-09 9.284549e-10 4.646031e-10 2.243467e-10 1.043085e-10
[46,] 9.549946e-10 4.734078e-10 2.267649e-10 1.049452e-10 4.686477e-11
[47,] 4.913270e-10 2.334600e-10 1.070382e-10 4.740888e-11 2.028527e-11
[48,] 2.434947e-10 1.112094e-10 4.887877e-11 2.072044e-11 8.483221e-12
[49,] 1.157775e-10 5.101780e-11 2.156035e-11 8.763103e-12 3.433715e-12
[50,] 5.256920e-11 2.244305e-11 9.155717e-12 3.579552e-12 1.345119e-12

> 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  
   627740.4        -27.2  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1pohg1194006581.ps tmp/1pohg1194006581.png")
> system("convert tmp/2rmfa1194006581.ps tmp/2rmfa1194006581.png")
> system("convert tmp/31hca1194006581.ps tmp/31hca1194006581.png")
> system("convert tmp/45svy1194006581.ps tmp/45svy1194006581.png")
> system("convert tmp/52mkz1194006581.ps tmp/52mkz1194006581.png")
> system("convert tmp/66c5r1194006581.ps tmp/66c5r1194006581.png")
> system("convert tmp/7a1h91194006581.ps tmp/7a1h91194006581.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.141   2.261   4.436