R version 2.7.2 (2008-08-25)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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(113012,110452,107005,102841,98173,98181,137277,147579,146571,138920,130340,128140,127059,122860,117702,113537,108366,111078,150739,159129,157928,147768,137507,136919,136151,133001,125554,119647,114158,116193,152803,161761,160942,149470,139208,134588,130322,126611,122401,117352,112135,112879,148729,157230,157221,146681,136524,132111,125326,122716,116615,113719,110737,112093,143565,149946,149147,134339,122683,115614,116566,111272,104609,101802,94542,93051,124129,130374,123946,114971,105531,104919)
> y <- c(255843,254490,251995,246339,244019,245953,279806,283111,281097,275964,270694,271901,274412,272433,268361,268586,264768,269974,304744,309365,308347,298427,289231,291975,294912,293488,290555,284736,281818,287854,316263,325412,326011,328282,317480,317539,313737,312276,309391,302950,300316,304035,333476,337698,335932,323931,313927,314485,313218,309664,302963,298989,298423,301631,329765,335083,327616,309119,295916,291413,291542,284678,276475,272566,264981,263290,296806,303598,286994,276427,266424,267153)
> x <- c(220206,220115,218444,214912,210705,209673,237041,242081,241878,242621,238545,240337,244752,244576,241572,240541,236089,236997,264579,270349,269645,267037,258113,262813,267413,267366,264777,258863,254844,254868,277267,285351,286602,283042,276687,277915,277128,277103,275037,270150,267140,264993,287259,291186,292300,288186,281477,282656,280190,280408,276836,275216,274352,271311,289802,290726,292300,278506,269826,265861,269034,264176,255198,253353,246057,235372,258556,260993,254663,250643,243422,247105)
> par7 = 'Werkloze jonger dan 25'
> par6 = 'Werkloze vrouwen'
> par5 = 'Werkloze mannen'
> 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/1hcal1226424491.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/24d2h1226424491.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/3k82g1226424491.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/46bue1226424491.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/5cz0k1226424491.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  
   9737.193        1.088  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6l3s31226424491.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] 224985.6 227674.3 230363.0 233051.7 235740.4 238429.1 241117.8 243806.5
 [9] 246495.1 249183.8 251872.5 254561.2 257249.9 259938.6 262627.3 265316.0
[17] 268004.6 270693.3 273382.0 276070.7 278759.4 281448.1 284136.8 286825.5
[25] 289514.2 292202.8 294891.5 297580.2 300268.9 302957.6 305646.3 308335.0
[33] 311023.7 313712.4 316401.0 319089.7 321778.4 324467.1 327155.8 329844.5
[41] 332533.2 335221.9 337910.5 340599.2 343287.9 345976.6 348665.3 351354.0
[49] 354042.7 356731.4

$yords
 [1]  81028.27  82921.24  84814.21  86707.18  88600.15  90493.11  92386.08
 [8]  94279.05  96172.02  98064.99  99957.96 101850.93 103743.89 105636.86
[15] 107529.83 109422.80 111315.77 113208.74 115101.70 116994.67 118887.64
[22] 120780.61 122673.58 124566.55 126459.52 128352.48 130245.45 132138.42
[29] 134031.39 135924.36 137817.33 139710.30 141603.26 143496.23 145389.20
[36] 147282.17 149175.14 151068.11 152961.07 154854.04 156747.01 158639.98
[43] 160532.95 162425.92 164318.89 166211.85 168104.82 169997.79 171890.76
[50] 173783.73

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.457174e-09 2.300766e-09 3.306055e-09 4.299254e-09 5.059673e-09
 [2,] 1.476827e-09 2.422168e-09 3.683723e-09 5.111107e-09 6.435732e-09
 [3,] 1.479223e-09 2.426276e-09 3.826074e-09 5.608306e-09 7.521246e-09
 [4,] 1.547758e-09 2.408940e-09 3.794050e-09 5.754993e-09 8.136342e-09
 [5,] 1.759216e-09 2.500523e-09 3.740832e-09 5.660680e-09 8.263521e-09
 [6,] 2.144091e-09 2.810868e-09 3.857405e-09 5.554438e-09 8.081457e-09
 [7,] 2.658653e-09 3.371254e-09 4.289570e-09 5.697948e-09 7.910342e-09
 [8,] 3.185577e-09 4.099866e-09 5.059506e-09 6.269548e-09 8.084550e-09
 [9,] 3.569981e-09 4.812834e-09 6.028538e-09 7.266917e-09 8.802929e-09
[10,] 3.679556e-09 5.285592e-09 6.926981e-09 8.474438e-09 1.001893e-08
[11,] 3.460471e-09 5.342478e-09 7.449995e-09 9.521813e-09 1.142291e-08
[12,] 2.958974e-09 4.931228e-09 7.381876e-09 1.002224e-08 1.253911e-08
[13,] 2.297186e-09 4.142107e-09 6.687369e-09 9.732807e-09 1.291001e-08
[14,] 1.618832e-09 3.162390e-09 5.520715e-09 8.656535e-09 1.228860e-08
[15,] 1.036240e-09 2.195031e-09 4.150000e-09 7.031267e-09 1.074053e-08
[16,] 6.035785e-10 1.387332e-09 2.843743e-09 5.215831e-09 8.601834e-09
[17,] 3.209548e-10 8.010414e-10 1.781834e-09 3.542751e-09 6.321772e-09
[18,] 1.566813e-10 4.249593e-10 1.026763e-09 2.215619e-09 4.284821e-09
[19,] 7.084915e-11 2.090433e-10 5.492098e-10 1.287714e-09 2.702621e-09
[20,] 3.006744e-11 9.663218e-11 2.763976e-10 7.049914e-10 1.607637e-09
[21,] 1.217897e-11 4.269004e-11 1.330947e-10 3.696821e-10 9.167703e-10
[22,] 4.789863e-12 1.832813e-11 6.232886e-11 1.886313e-10 5.089105e-10
[23,] 1.849588e-12 7.725914e-12 2.865522e-11 9.446875e-11 2.771969e-10
[24,] 7.010040e-13 3.193384e-12 1.290513e-11 4.630224e-11 1.476460e-10
[25,] 2.577782e-13 1.278719e-12 5.622594e-12 2.192814e-11 7.591382e-11
[26,] 9.042169e-14 4.877052e-13 2.330246e-12 9.867813e-12 3.705880e-11
[27,] 2.976601e-14 1.743710e-13 9.044512e-13 4.155545e-12 1.692100e-11
[28,] 9.081321e-15 5.773756e-14 3.249206e-13 1.619013e-12 7.145969e-12
[29,] 2.546161e-15 1.756196e-14 1.071913e-13 5.791191e-13 2.770456e-12
[30,] 6.525829e-16 4.882141e-15 3.231475e-14 1.892825e-13 9.814524e-13
[31,] 1.524137e-16 1.236655e-15 8.876106e-15 5.636819e-14 3.168064e-13
[32,] 3.237758e-17 2.849123e-16 2.217543e-15 1.526876e-14 9.302528e-14
[33,] 6.249236e-18 5.964074e-17 5.033932e-16 3.758252e-15 2.482332e-14
[34,] 1.095201e-18 1.133638e-17 1.037681e-16 8.400776e-16 6.016035e-15
[35,] 1.742110e-19 1.955871e-18 1.941687e-17 1.704677e-16 1.323697e-15
[36,] 2.514570e-20 3.062196e-19 3.297207e-18 3.139400e-17 2.643538e-16
[37,] 3.292936e-21 4.349889e-20 5.080309e-19 5.246346e-18 4.790960e-17
[38,] 3.911797e-22 5.605541e-21 7.101532e-20 7.954497e-19 7.878385e-18
[39,] 4.214986e-23 6.552456e-22 9.005005e-21 1.094119e-19 1.175379e-18
[40,] 4.119080e-24 6.946957e-23 1.035718e-21 1.365107e-20 1.590732e-19
[41,] 3.650472e-25 6.679577e-24 1.080399e-22 1.544817e-21 1.952769e-20
[42,] 2.933628e-26 5.824100e-25 1.022050e-23 1.585459e-22 2.174187e-21
[43,] 2.137624e-27 4.604649e-26 8.767326e-25 1.475573e-23 2.195302e-22
[44,] 1.412185e-28 3.300773e-27 6.819175e-26 1.245249e-24 2.010032e-23
[45,] 8.457702e-30 2.145118e-28 4.808731e-27 9.528059e-26 1.668726e-24
[46,] 4.591734e-31 1.263765e-29 3.074152e-28 6.609473e-27 1.256032e-25
[47,] 2.259600e-32 6.748803e-31 1.781483e-29 4.156309e-28 8.570648e-27
[48,] 1.007823e-33 3.266629e-32 9.357625e-31 2.369150e-29 5.301365e-28
[49,] 4.073845e-35 1.433025e-33 4.454974e-32 1.224019e-30 2.972275e-29
[50,] 1.492306e-36 5.697109e-35 1.922141e-33 5.731378e-32 1.510361e-30
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.403770e-09 5.258645e-09 4.683582e-09 3.833536e-09 2.893038e-09
 [2,] 7.356946e-09 7.658752e-09 7.291489e-09 6.376155e-09 5.140370e-09
 [3,] 9.183316e-09 1.021594e-08 1.038915e-08 9.699459e-09 8.346972e-09
 [4,] 1.055869e-08 1.252094e-08 1.358197e-08 1.352349e-08 1.240990e-08
 [5,] 1.127726e-08 1.417898e-08 1.635783e-08 1.733763e-08 1.693953e-08
 [6,] 1.136089e-08 1.497920e-08 1.827086e-08 2.054197e-08 2.131623e-08
 [7,] 1.107665e-08 1.500665e-08 1.913425e-08 2.267174e-08 2.488211e-08
 [8,] 1.084221e-08 1.462884e-08 1.911730e-08 2.359613e-08 2.719344e-08
 [9,] 1.105451e-08 1.435316e-08 1.868689e-08 2.358043e-08 2.820300e-08
[10,] 1.191183e-08 1.461498e-08 1.841520e-08 2.317250e-08 2.826877e-08
[11,] 1.330274e-08 1.558431e-08 1.873980e-08 2.296879e-08 2.798431e-08
[12,] 1.481513e-08 1.706880e-08 1.977381e-08 2.336689e-08 2.792050e-08
[13,] 1.587776e-08 1.855934e-08 2.123845e-08 2.440088e-08 2.839599e-08
[14,] 1.598850e-08 1.941669e-08 2.255040e-08 2.571535e-08 2.935714e-08
[15,] 1.492765e-08 1.913358e-08 2.304616e-08 2.669229e-08 3.039811e-08
[16,] 1.284616e-08 1.755238e-08 2.226063e-08 2.669806e-08 3.091709e-08
[17,] 1.018243e-08 1.492422e-08 2.012933e-08 2.535669e-08 3.036567e-08
[18,] 7.462007e-09 1.177905e-08 1.700463e-08 2.271630e-08 2.849399e-08
[19,] 5.097843e-09 8.689051e-09 1.347964e-08 1.921372e-08 2.546446e-08
[20,] 3.288678e-09 6.062193e-09 1.012922e-08 1.545945e-08 2.176239e-08
[21,] 2.035518e-09 4.061305e-09 7.316769e-09 1.197703e-08 1.795651e-08
[22,] 1.226731e-09 2.649816e-09 5.148916e-09 9.045652e-09 1.446187e-08
[23,] 7.252189e-10 1.695639e-09 3.553878e-09 6.703762e-09 1.144116e-08
[24,] 4.189993e-10 1.060117e-09 2.397024e-09 4.858860e-09 8.866542e-09
[25,] 2.335357e-10 6.392971e-10 1.560159e-09 3.402638e-09 6.653734e-09
[26,] 1.235310e-10 3.658889e-10 9.643604e-10 2.266107e-09 4.759794e-09
[27,] 6.110423e-11 1.958595e-10 5.578891e-10 1.414314e-09 3.197607e-09
[28,] 2.795438e-11 9.699025e-11 2.987482e-10 8.179405e-10 1.993866e-09
[29,] 1.174114e-11 4.410667e-11 1.469853e-10 4.349773e-10 1.144661e-09
[30,] 4.506579e-12 1.833422e-11 6.613065e-11 2.116631e-10 6.018512e-10
[31,] 1.576330e-12 6.946725e-12 2.712923e-11 9.395939e-11 2.888778e-10
[32,] 5.016350e-13 2.395103e-12 1.013024e-11 3.797958e-11 1.263226e-10
[33,] 1.450897e-13 7.506766e-13 3.439456e-12 1.396317e-11 5.026338e-11
[34,] 3.811794e-14 2.137442e-13 1.061112e-12 4.665889e-12 1.818389e-11
[35,] 9.092826e-15 5.526805e-14 2.973369e-13 1.416444e-12 5.978077e-12
[36,] 1.968938e-15 1.297397e-14 7.565273e-14 3.905158e-13 1.785332e-12
[37,] 3.869425e-16 2.764418e-15 1.747407e-14 9.775703e-14 4.842188e-13
[38,] 6.900443e-17 5.345597e-16 3.663372e-15 2.221484e-14 1.192434e-13
[39,] 1.116526e-17 9.379762e-17 6.969816e-16 4.581977e-15 2.665736e-14
[40,] 1.638972e-18 1.493265e-17 1.203253e-16 8.576563e-16 5.409013e-15
[41,] 2.182424e-19 2.156662e-18 1.884665e-17 1.456684e-16 9.960275e-16
[42,] 2.635890e-20 2.825401e-19 2.677949e-18 2.244675e-17 1.664239e-16
[43,] 2.887305e-21 3.357264e-20 3.451539e-19 3.137800e-18 2.522859e-17
[44,] 2.868099e-22 3.617883e-21 4.034771e-20 3.978598e-19 3.469350e-18
[45,] 2.583400e-23 3.535456e-22 4.277364e-21 4.575309e-20 4.327421e-19
[46,] 2.109816e-24 3.132676e-23 4.111875e-22 4.771427e-21 4.895359e-20
[47,] 1.562120e-25 2.516662e-24 3.583999e-23 4.512001e-22 5.021880e-21
[48,] 1.048490e-26 1.832885e-25 2.832175e-24 3.868481e-23 4.671203e-22
[49,] 6.379097e-28 1.210068e-26 2.028887e-25 3.006917e-24 3.939387e-23
[50,] 3.517722e-29 7.241190e-28 1.317471e-26 2.118705e-25 3.011770e-24
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.017239e-09 1.301055e-09 7.769511e-10 4.307175e-10 2.233028e-10
 [2,] 3.830384e-09 2.641897e-09 1.688068e-09 1.001047e-09 5.539517e-10
 [3,] 6.641299e-09 4.894471e-09 3.344182e-09 2.121088e-09 1.253760e-09
 [4,] 1.053177e-08 8.284603e-09 6.047532e-09 4.100533e-09 2.589726e-09
 [5,] 1.531129e-08 1.283769e-08 9.999274e-09 7.241618e-09 4.885537e-09
 [6,] 2.047797e-08 1.826504e-08 1.515337e-08 1.170484e-08 8.428749e-09
 [7,] 2.532454e-08 2.396235e-08 2.112221e-08 1.736448e-08 1.332679e-08
 [8,] 2.917564e-08 2.916803e-08 2.722066e-08 2.374346e-08 1.937357e-08
 [9,] 3.164871e-08 3.323357e-08 3.267266e-08 3.010574e-08 2.602035e-08
[10,] 3.279589e-08 3.586931e-08 3.689637e-08 3.570025e-08 3.251301e-08
[11,] 3.304780e-08 3.722663e-08 3.971256e-08 4.004066e-08 3.815851e-08
[12,] 3.299689e-08 3.777500e-08 4.135603e-08 4.305970e-08 4.258105e-08
[13,] 3.313945e-08 3.805705e-08 4.229552e-08 4.504966e-08 4.581417e-08
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[25,] 1.739158e-10 5.771935e-11 1.696714e-11 4.415002e-12 1.016484e-12
[26,] 3.222678e-10 1.153186e-10 3.658069e-11 1.027815e-11 2.556471e-12
[27,] 5.669333e-10 2.182450e-10 7.455681e-11 2.257805e-11 6.056413e-12
[28,] 9.566163e-10 3.953567e-10 1.451843e-10 4.730549e-11 1.366278e-11
[29,] 1.557011e-09 6.898336e-10 2.719614e-10 9.523323e-11 2.958282e-11
[30,] 2.442925e-09 1.159317e-09 4.903891e-10 1.844697e-10 6.161022e-11
[31,] 3.673558e-09 1.866116e-09 8.467257e-10 3.421723e-10 1.228994e-10
[32,] 5.254908e-09 2.854054e-09 1.388278e-09 6.026318e-10 2.328363e-10
[33,] 7.109850e-09 4.118639e-09 2.144271e-09 9.989413e-10 4.150462e-10
[34,] 9.082490e-09 5.588938e-09 3.104584e-09 1.548750e-09 6.910034e-10
[35,] 1.098449e-08 7.139443e-09 4.210766e-09 2.240571e-09 1.070365e-09
[36,] 1.265625e-08 8.630877e-09 5.370229e-09 3.030762e-09 1.543029e-09
[37,] 1.399827e-08 9.952685e-09 6.487670e-09 3.856497e-09 2.079292e-09
[38,] 1.495398e-08 1.103442e-08 7.490509e-09 4.657162e-09 2.639862e-09
[39,] 1.547527e-08 1.182179e-08 8.327407e-09 5.386793e-09 3.188691e-09
[40,] 1.552300e-08 1.225190e-08 8.945104e-09 6.006367e-09 3.697062e-09
[41,] 1.511567e-08 1.226804e-08 9.275240e-09 6.465702e-09 4.134502e-09
[42,] 1.437575e-08 1.187269e-08 9.258028e-09 6.700120e-09 4.456926e-09
[43,] 1.350638e-08 1.116742e-08 8.891721e-09 6.657003e-09 4.609800e-09
[44,] 1.268924e-08 1.032690e-08 8.262186e-09 6.336674e-09 4.552751e-09
[45,] 1.197401e-08 9.509827e-09 7.515196e-09 5.811025e-09 4.289902e-09
[46,] 1.124999e-08 8.770914e-09 6.782475e-09 5.196467e-09 3.879357e-09
[47,] 1.032861e-08 8.043504e-09 6.115458e-09 4.595990e-09 3.409206e-09
[48,] 9.077356e-09 7.206080e-09 5.476448e-09 4.052363e-09 2.954937e-09
[49,] 7.511275e-09 6.180292e-09 4.789881e-09 3.545216e-09 2.548540e-09
[50,] 5.788461e-09 4.990369e-09 4.010847e-09 3.028745e-09 2.179132e-09

> 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  
 -3.609e+04    5.557e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/769wx1226424491.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] 197366.7 199555.3 201743.8 203932.4 206121.0 208309.5 210498.1 212686.7
 [9] 214875.2 217063.8 219252.3 221440.9 223629.5 225818.0 228006.6 230195.2
[17] 232383.7 234572.3 236760.8 238949.4 241138.0 243326.5 245515.1 247703.7
[25] 249892.2 252080.8 254269.3 256457.9 258646.5 260835.0 263023.6 265212.2
[33] 267400.7 269589.3 271777.8 273966.4 276155.0 278343.5 280532.1 282720.7
[41] 284909.2 287097.8 289286.3 291474.9 293663.5 295852.0 298040.6 300229.2
[49] 302417.7 304606.3

$yords
 [1]  81028.27  82921.24  84814.21  86707.18  88600.15  90493.11  92386.08
 [8]  94279.05  96172.02  98064.99  99957.96 101850.93 103743.89 105636.86
[15] 107529.83 109422.80 111315.77 113208.74 115101.70 116994.67 118887.64
[22] 120780.61 122673.58 124566.55 126459.52 128352.48 130245.45 132138.42
[29] 134031.39 135924.36 137817.33 139710.30 141603.26 143496.23 145389.20
[36] 147282.17 149175.14 151068.11 152961.07 154854.04 156747.01 158639.98
[43] 160532.95 162425.92 164318.89 166211.85 168104.82 169997.79 171890.76
[50] 173783.73

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.680494e-09 2.551254e-09 3.549379e-09 4.527180e-09 5.297043e-09
 [2,] 1.787148e-09 2.890247e-09 4.284387e-09 5.823976e-09 7.264245e-09
 [3,] 1.699121e-09 2.926955e-09 4.623159e-09 6.698306e-09 8.907488e-09
 [4,] 1.446188e-09 2.651658e-09 4.461751e-09 6.889876e-09 9.768905e-09
 [5,] 1.107468e-09 2.154170e-09 3.856184e-09 6.343342e-09 9.587762e-09
 [6,] 7.776417e-10 1.582773e-09 2.997344e-09 5.239871e-09 8.433935e-09
 [7,] 5.358187e-10 1.085012e-09 2.126174e-09 3.912914e-09 6.678753e-09
 [8,] 4.334988e-10 7.674195e-10 1.446659e-09 2.707929e-09 4.825675e-09
 [9,] 4.996773e-10 6.894477e-10 1.084475e-09 1.874456e-09 3.314743e-09
[10,] 7.478395e-10 8.776517e-10 1.095589e-09 1.538065e-09 2.412046e-09
[11,] 1.171720e-09 1.334243e-09 1.491993e-09 1.732712e-09 2.213085e-09
[12,] 1.731642e-09 2.027067e-09 2.249377e-09 2.438186e-09 2.705626e-09
[13,] 2.347711e-09 2.872944e-09 3.290697e-09 3.584283e-09 3.816705e-09
[14,] 2.915678e-09 3.740471e-09 4.472536e-09 5.030676e-09 5.412155e-09
[15,] 3.342737e-09 4.485799e-09 5.606884e-09 6.565390e-09 7.278766e-09
[16,] 3.579556e-09 5.003417e-09 6.520074e-09 7.952446e-09 9.143158e-09
[17,] 3.624412e-09 5.254249e-09 7.109726e-09 9.008475e-09 1.074424e-08
[18,] 3.499733e-09 5.250366e-09 7.354352e-09 9.649153e-09 1.191204e-08
[19,] 3.226713e-09 5.016226e-09 7.272453e-09 9.867075e-09 1.258484e-08
[20,] 2.822168e-09 4.567461e-09 6.877456e-09 9.669494e-09 1.275171e-08
[21,] 2.315335e-09 3.925769e-09 6.176163e-09 9.045759e-09 1.238657e-08
[22,] 1.760838e-09 3.147561e-09 5.208326e-09 8.000613e-09 1.145094e-08
[23,] 1.229825e-09 2.329852e-09 4.079199e-09 6.615775e-09 9.968542e-09
[24,] 7.846803e-10 1.581817e-09 2.944329e-09 5.069681e-09 8.093689e-09
[25,] 4.573230e-10 9.838243e-10 1.953613e-09 3.586192e-09 6.096624e-09
[26,] 2.451933e-10 5.638717e-10 1.197084e-09 2.348990e-09 4.266525e-09
[27,] 1.231342e-10 3.027230e-10 6.873123e-10 1.442677e-09 2.802841e-09
[28,] 5.986587e-11 1.569098e-10 3.800132e-10 8.512252e-10 1.765317e-09
[29,] 2.945854e-11 8.181207e-11 2.100467e-10 4.990245e-10 1.098124e-09
[30,] 1.517508e-11 4.433332e-11 1.197380e-10 2.992909e-10 6.930627e-10
[31,] 8.147529e-12 2.494279e-11 7.053780e-11 1.844846e-10 4.467673e-10
[32,] 4.384501e-12 1.407740e-11 4.169458e-11 1.140496e-10 2.884741e-10
[33,] 2.261466e-12 7.638634e-12 2.376610e-11 6.818178e-11 1.805722e-10
[34,] 1.082772e-12 3.859390e-12 1.265540e-11 3.821140e-11 1.063423e-10
[35,] 4.724860e-13 1.781241e-12 6.171852e-12 1.966933e-11 5.770484e-11
[36,] 1.861178e-13 7.432772e-13 2.726221e-12 9.189490e-12 2.848737e-11
[37,] 6.585865e-14 2.789055e-13 1.084211e-12 3.870962e-12 1.270104e-11
[38,] 2.088127e-14 9.384045e-14 3.869499e-13 1.464736e-12 5.092592e-12
[39,] 5.923943e-15 2.826504e-14 1.237017e-13 4.967957e-13 1.831754e-12
[40,] 1.502502e-15 7.614083e-15 3.538260e-14 1.508358e-13 5.901405e-13
[41,] 3.405178e-16 1.833269e-15 9.048635e-15 4.096105e-14 1.701257e-13
[42,] 6.893316e-17 3.943596e-16 2.067957e-15 9.943203e-15 4.385463e-14
[43,] 1.246138e-17 7.576764e-17 4.221929e-16 2.156703e-15 1.010371e-14
[44,] 2.011258e-18 1.299872e-17 7.697962e-17 4.178581e-16 2.079747e-15
[45,] 2.897783e-19 1.990972e-18 1.253276e-17 7.230013e-17 3.823714e-16
[46,] 3.726535e-20 2.722169e-19 1.821597e-18 1.116963e-17 6.277858e-17
[47,] 4.277045e-21 3.322015e-20 2.363395e-19 1.540509e-18 9.202707e-18
[48,] 4.380704e-22 3.618114e-21 2.736849e-20 1.896534e-19 1.204304e-18
[49,] 4.003848e-23 3.516615e-22 2.828518e-21 2.083944e-20 1.406775e-19
[50,] 3.265262e-24 3.049994e-23 2.608717e-22 2.043631e-21 1.466693e-20
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.689814e-09 5.616253e-09 5.100669e-09 4.269130e-09 3.299615e-09
 [2,] 8.320363e-09 8.760180e-09 8.489120e-09 7.584010e-09 6.258949e-09
 [3,] 1.088071e-08 1.222135e-08 1.263890e-08 1.205423e-08 1.062390e-08
 [4,] 1.272751e-08 1.525290e-08 1.683619e-08 1.714463e-08 1.613872e-08
 [5,] 1.332282e-08 1.703607e-08 2.007216e-08 2.182575e-08 2.194522e-08
 [6,] 1.249337e-08 1.704182e-08 2.143018e-08 2.488107e-08 2.672118e-08
 [7,] 1.052535e-08 1.529913e-08 2.052023e-08 2.542786e-08 2.915947e-08
 [8,] 8.031612e-09 1.239286e-08 1.768995e-08 2.336198e-08 2.857694e-08
 [9,] 5.683709e-09 9.193825e-09 1.386949e-08 1.943623e-08 2.528511e-08
[10,] 3.978374e-09 6.500356e-09 1.015377e-08 1.491510e-08 2.047029e-08
[11,] 3.151918e-09 4.800622e-09 7.386274e-09 1.102937e-08 1.565329e-08
[12,] 3.232522e-09 4.243178e-09 5.961698e-09 8.554491e-09 1.206585e-08
[13,] 4.136178e-09 4.751011e-09 5.880975e-09 7.700244e-09 1.028665e-08
[14,] 5.719839e-09 6.148911e-09 6.933296e-09 8.271357e-09 1.025984e-08
[15,] 7.777169e-09 8.218735e-09 8.849250e-09 9.916413e-09 1.157270e-08
[16,] 1.002912e-08 1.069194e-08 1.135179e-08 1.229541e-08 1.376095e-08
[17,] 1.216516e-08 1.324972e-08 1.414114e-08 1.511321e-08 1.646893e-08
[18,] 1.392902e-08 1.557901e-08 1.689734e-08 1.808418e-08 1.944196e-08
[19,] 1.517904e-08 1.745294e-08 1.933639e-08 2.092390e-08 2.245225e-08
[20,] 1.586436e-08 1.875647e-08 2.126951e-08 2.339332e-08 2.527032e-08
[21,] 1.594393e-08 1.942504e-08 2.259110e-08 2.533306e-08 2.769794e-08
[22,] 1.534317e-08 1.936437e-08 2.319816e-08 2.662615e-08 2.958940e-08
[23,] 1.400894e-08 1.845423e-08 2.293739e-08 2.712183e-08 3.080849e-08
[24,] 1.201661e-08 1.665652e-08 2.166635e-08 2.662501e-08 3.117112e-08
[25,] 9.620287e-09 1.413150e-08 1.939719e-08 2.500467e-08 3.047165e-08
[26,] 7.185320e-09 1.124376e-08 1.639231e-08 2.234454e-08 2.861313e-08
[27,] 5.046764e-09 8.434866e-09 1.311018e-08 1.899542e-08 2.573904e-08
[28,] 3.393076e-09 6.051444e-09 1.002757e-08 1.546347e-08 2.223849e-08
[29,] 2.240382e-09 4.241888e-09 7.461277e-09 1.220645e-08 1.859945e-08
[30,] 1.488409e-09 2.967481e-09 5.498062e-09 9.476232e-09 1.521070e-08
[31,] 1.003041e-09 2.090288e-09 4.048279e-09 7.295081e-09 1.224616e-08
[32,] 6.756146e-10 1.467165e-09 2.958534e-09 5.547931e-09 9.689100e-09
[33,] 4.420432e-10 1.001669e-09 2.104244e-09 4.104811e-09 7.448460e-09
[34,] 2.730931e-10 6.479887e-10 1.422679e-09 2.894901e-09 5.469227e-09
[35,] 1.559933e-10 3.890052e-10 8.960199e-10 1.909117e-09 3.769055e-09
[36,] 8.128337e-11 2.136740e-10 5.180610e-10 1.159970e-09 2.402152e-09
[37,] 3.832502e-11 1.064391e-10 2.723370e-10 6.426569e-10 1.400507e-09
[38,] 1.627283e-11 4.782338e-11 1.293683e-10 3.224364e-10 7.412793e-10
[39,] 6.204197e-12 1.931560e-11 5.531633e-11 1.458446e-10 3.543689e-10
[40,] 2.120136e-12 6.998101e-12 2.123702e-11 5.929773e-11 1.524776e-10
[41,] 6.486127e-13 2.271169e-12 7.308517e-12 2.162881e-11 5.891407e-11
[42,] 1.775014e-13 6.596342e-13 2.252009e-12 7.067901e-12 2.040795e-11
[43,] 4.342756e-14 1.713365e-13 6.208288e-13 2.067298e-12 6.330827e-12
[44,] 9.494991e-15 3.978114e-14 1.530329e-13 5.408495e-13 1.757333e-12
[45,] 1.854606e-15 8.253256e-15 3.371499e-14 1.265008e-13 4.362398e-13
[46,] 3.235406e-16 1.529573e-15 6.636574e-15 2.644165e-14 9.680160e-14
[47,] 5.040136e-17 2.531723e-16 1.166911e-15 4.937830e-15 1.919465e-14
[48,] 7.010066e-18 3.741830e-17 1.832375e-16 8.236341e-16 3.400188e-15
[49,] 8.703903e-19 4.937557e-18 2.569238e-17 1.226885e-16 5.379732e-16
[50,] 9.646505e-20 5.816298e-19 3.216232e-18 1.631839e-17 7.601131e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.360901e-09 1.568410e-09 9.706075e-10 5.614773e-10 3.046118e-10
 [2,] 4.783394e-09 3.395060e-09 2.244991e-09 1.387585e-09 8.040910e-10
 [3,] 8.673421e-09 6.577545e-09 4.647527e-09 3.069038e-09 1.899459e-09
 [4,] 1.407628e-08 1.140632e-08 8.611773e-09 6.075465e-09 4.015455e-09
 [5,] 2.045006e-08 1.770689e-08 1.428439e-08 1.076505e-08 7.596950e-09
 [6,] 2.660297e-08 2.461174e-08 2.121262e-08 1.707495e-08 1.286415e-08
 [7,] 3.100754e-08 3.064417e-08 2.821229e-08 2.425047e-08 1.950065e-08
 [8,] 3.243232e-08 3.421822e-08 3.363288e-08 3.085864e-08 2.647646e-08
 [9,] 3.056062e-08 3.436604e-08 3.601678e-08 3.523928e-08 3.223662e-08
[10,] 2.619881e-08 3.126903e-08 3.483322e-08 3.625829e-08 3.530441e-08
[11,] 2.091975e-08 2.623121e-08 3.082428e-08 3.394184e-08 3.503165e-08
[12,] 1.635942e-08 2.108648e-08 2.570470e-08 2.956138e-08 3.203194e-08
[13,] 1.358635e-08 1.739761e-08 2.137623e-08 2.506771e-08 2.797147e-08
[14,] 1.285977e-08 1.590173e-08 1.911992e-08 2.219567e-08 2.479660e-08
[15,] 1.380902e-08 1.644856e-08 1.920187e-08 2.175401e-08 2.384092e-08
[16,] 1.582702e-08 1.835779e-08 2.103468e-08 2.346444e-08 2.531395e-08
[17,] 1.840622e-08 2.090705e-08 2.370574e-08 2.636268e-08 2.841976e-08
[18,] 2.125488e-08 2.365168e-08 2.650999e-08 2.945544e-08 3.197340e-08
[19,] 2.421660e-08 2.644667e-08 2.918442e-08 3.221595e-08 3.510216e-08
[20,] 2.714412e-08 2.926602e-08 3.178483e-08 3.465444e-08 3.759997e-08
[21,] 2.985700e-08 3.203137e-08 3.440104e-08 3.702165e-08 3.977164e-08
[22,] 3.218207e-08 3.458588e-08 3.697927e-08 3.945730e-08 4.198310e-08
[23,] 3.398161e-08 3.677171e-08 3.935993e-08 4.187465e-08 4.432570e-08
[24,] 3.511614e-08 3.847754e-08 4.141524e-08 4.410860e-08 4.664121e-08
[25,] 3.539956e-08 3.959641e-08 4.310319e-08 4.610806e-08 4.879739e-08
[26,] 3.463874e-08 3.996639e-08 4.438450e-08 4.795063e-08 5.088741e-08
[27,] 3.275929e-08 3.939550e-08 4.511371e-08 4.966889e-08 5.313554e-08
[28,] 2.991081e-08 3.777410e-08 4.503827e-08 5.107211e-08 5.559408e-08
[29,] 2.644491e-08 3.517314e-08 4.391914e-08 5.174287e-08 5.791455e-08
[30,] 2.276748e-08 3.183122e-08 4.166285e-08 5.121525e-08 5.940161e-08
[31,] 1.917384e-08 2.803771e-08 3.835354e-08 4.918433e-08 5.930661e-08
[32,] 1.578240e-08 2.401297e-08 3.418078e-08 4.559858e-08 5.713559e-08
[33,] 1.259488e-08 1.988252e-08 2.935696e-08 4.062146e-08 5.278601e-08
[34,] 9.612407e-09 1.574938e-08 2.410918e-08 3.456175e-08 4.651106e-08
[35,] 6.907952e-09 1.177929e-08 1.873184e-08 2.785256e-08 3.883204e-08
[36,] 4.608961e-09 8.209946e-09 1.360928e-08 2.105008e-08 3.047215e-08
[37,] 2.822910e-09 5.272470e-09 9.145036e-09 1.476830e-08 2.227167e-08
[38,] 1.574092e-09 3.092405e-09 5.631635e-09 9.529585e-09 1.502615e-08
[39,] 7.944527e-10 1.645714e-09 3.155551e-09 5.612544e-09 9.284094e-09
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[19,] 2.570304e-08 2.461146e-08 2.291013e-08 2.053247e-08 1.755243e-08
[20,] 2.825023e-08 2.758026e-08 2.638404e-08 2.447700e-08 2.179688e-08
[21,] 2.893004e-08 2.854661e-08 2.784804e-08 2.656950e-08 2.451659e-08
[22,] 2.799699e-08 2.762467e-08 2.721212e-08 2.647418e-08 2.513456e-08
[23,] 2.617312e-08 2.549881e-08 2.504514e-08 2.456111e-08 2.375558e-08
[24,] 2.440325e-08 2.318467e-08 2.237272e-08 2.178309e-08 2.116279e-08
[25,] 2.355107e-08 2.168896e-08 2.031858e-08 1.932926e-08 1.853018e-08
[26,] 2.414972e-08 2.169797e-08 1.973790e-08 1.821611e-08 1.699873e-08
[27,] 2.628807e-08 2.339883e-08 2.096786e-08 1.896653e-08 1.729088e-08
[28,] 2.965209e-08 2.648448e-08 2.377081e-08 2.147572e-08 1.948989e-08
[29,] 3.367771e-08 3.032373e-08 2.748201e-08 2.510362e-08 2.305099e-08
[30,] 3.774429e-08 3.421521e-08 3.129776e-08 2.896041e-08 2.704596e-08
[31,] 4.135651e-08 3.762441e-08 3.458161e-08 3.226930e-08 3.055274e-08
[32,] 4.429490e-08 4.033785e-08 3.707029e-08 3.465095e-08 3.302239e-08
[33,] 4.671247e-08 4.251825e-08 3.892830e-08 3.622343e-08 3.446102e-08
[34,] 4.911489e-08 4.465802e-08 4.066960e-08 3.751595e-08 3.537294e-08
[35,] 5.214652e-08 4.740609e-08 4.297912e-08 3.926594e-08 3.653800e-08
[36,] 5.618801e-08 5.125174e-08 4.644399e-08 4.215949e-08 3.873445e-08
[37,] 6.093587e-08 5.614062e-08 5.122103e-08 4.653947e-08 4.246627e-08
[38,] 6.524684e-08 6.122421e-08 5.675353e-08 5.212829e-08 4.771042e-08
[39,] 6.744749e-08 6.496935e-08 6.173045e-08 5.789287e-08 5.373925e-08
[40,] 6.603152e-08 6.569001e-08 6.442951e-08 6.221218e-08 5.914853e-08
[41,] 6.038473e-08 6.228556e-08 6.337635e-08 6.339457e-08 6.220525e-08
[42,] 5.112050e-08 5.478746e-08 5.801299e-08 6.036630e-08 6.146544e-08
[43,] 3.984014e-08 4.439602e-08 4.900170e-08 5.318206e-08 5.639798e-08
[44,] 2.848208e-08 3.299252e-08 3.798024e-08 4.305689e-08 4.767083e-08
[45,] 1.863477e-08 2.241738e-08 2.691018e-08 3.188737e-08 3.691461e-08
[46,] 1.113834e-08 1.389694e-08 1.738255e-08 2.153054e-08 2.608442e-08
[47,] 6.073425e-09 7.846985e-09 1.021560e-08 1.322116e-08 1.676923e-08
[48,] 3.017145e-09 4.030414e-09 5.453413e-09 7.369073e-09 9.785550e-09
[49,] 1.363855e-09 1.880868e-09 2.640923e-09 3.722155e-09 5.173440e-09
[50,] 5.603064e-10 7.966884e-10 1.158919e-09 1.701556e-09 2.474099e-09
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 6.926338e-19 1.823172e-19 4.408300e-20 9.779917e-21 1.989056e-21
 [2,] 6.791520e-18 1.900067e-18 4.884399e-19 1.152301e-19 2.492513e-20
 [3,] 5.941943e-17 1.766748e-17 4.828255e-18 1.211202e-18 2.786338e-19
 [4,] 4.638772e-16 1.465738e-16 4.258112e-17 1.135780e-17 2.778697e-18
 [5,] 3.231513e-15 1.084987e-15 3.350419e-16 9.501746e-17 2.472084e-17
 [6,] 2.008892e-14 7.166268e-15 2.352047e-15 7.091717e-16 1.962025e-16
 [7,] 1.114503e-13 4.223582e-14 1.473233e-14 4.722237e-15 1.389223e-15
 [8,] 5.518379e-13 2.221315e-13 8.233624e-14 2.805456e-14 8.775539e-15
 [9,] 2.438865e-12 1.042580e-12 4.106055e-13 1.487075e-13 4.945606e-14
[10,] 9.621929e-12 4.367323e-12 1.827250e-12 7.033199e-13 2.486688e-13
[11,] 3.389245e-11 1.632958e-11 7.256772e-12 2.968157e-12 1.115565e-12
[12,] 1.066103e-10 5.450680e-11 2.572197e-11 1.117800e-11 4.465404e-12
[13,] 2.995487e-10 1.624513e-10 8.138348e-11 3.756842e-11 1.594942e-11
[14,] 7.520766e-10 4.324139e-10 2.298862e-10 1.126974e-10 5.083725e-11
[15,] 1.688053e-09 1.028303e-09 5.798718e-10 3.017894e-10 1.446165e-10
[16,] 3.389280e-09 2.185622e-09 1.306539e-09 7.215751e-10 3.672082e-10
[17,] 6.092288e-09 4.154410e-09 2.630612e-09 1.540867e-09 8.324282e-10
[18,] 9.814654e-09 7.067344e-09 4.735503e-09 2.939775e-09 1.685118e-09
[19,] 1.419128e-08 1.077124e-08 7.627225e-09 5.013583e-09 3.047292e-09
[20,] 1.845406e-08 1.472879e-08 1.100285e-08 7.648575e-09 4.925102e-09
[21,] 2.164545e-08 1.810922e-08 1.423830e-08 1.044938e-08 7.119851e-09
[22,] 2.301075e-08 2.009179e-08 1.657157e-08 1.280857e-08 9.218676e-09
[23,] 2.236837e-08 2.025155e-08 1.743479e-08 1.413931e-08 1.071984e-08
[24,] 2.024388e-08 1.880986e-08 1.676375e-08 1.417331e-08 1.126468e-08
[25,] 1.769246e-08 1.659964e-08 1.510045e-08 1.315556e-08 1.085942e-08
[26,] 1.590736e-08 1.476257e-08 1.342255e-08 1.181438e-08 9.954651e-09
[27,] 1.579290e-08 1.432602e-08 1.278236e-08 1.111171e-08 9.325274e-09
[28,] 1.765795e-08 1.583001e-08 1.391043e-08 1.188127e-08 9.795053e-09
[29,] 2.112662e-08 1.913076e-08 1.692786e-08 1.449174e-08 1.190859e-08
[30,] 2.530450e-08 2.345659e-08 2.127512e-08 1.865910e-08 1.566832e-08
[31,] 2.915450e-08 2.772147e-08 2.591536e-08 2.350848e-08 2.045627e-08
[32,] 3.192970e-08 3.098633e-08 2.976734e-08 2.791374e-08 2.523011e-08
[33,] 3.345958e-08 3.285245e-08 3.218019e-08 3.099528e-08 2.896495e-08
[34,] 3.416426e-08 3.358698e-08 3.319764e-08 3.251819e-08 3.113595e-08
[35,] 3.483415e-08 3.394376e-08 3.347345e-08 3.295561e-08 3.195351e-08
[36,] 3.632073e-08 3.482290e-08 3.392639e-08 3.319688e-08 3.219921e-08
[37,] 3.925697e-08 3.695424e-08 3.536307e-08 3.411476e-08 3.278770e-08
[38,] 4.383176e-08 4.068260e-08 3.823565e-08 3.624874e-08 3.435280e-08
[39,] 4.961387e-08 4.582401e-08 4.253262e-08 3.969339e-08 3.706981e-08
[40,] 5.549201e-08 5.157900e-08 4.772255e-08 4.409960e-08 4.068920e-08
[41,] 5.985836e-08 5.658974e-08 5.275135e-08 4.868914e-08 4.462137e-08
[42,] 6.109023e-08 5.925482e-08 5.620313e-08 5.232017e-08 4.799356e-08
[43,] 5.818399e-08 5.828011e-08 5.670338e-08 5.372493e-08 4.976113e-08
[44,] 5.122600e-08 5.323636e-08 5.345747e-08 5.193945e-08 4.898056e-08
[45,] 4.141616e-08 4.480696e-08 4.664523e-08 4.674369e-08 4.519443e-08
[46,] 3.060572e-08 3.455367e-08 3.741558e-08 3.883858e-08 3.870854e-08
[47,] 2.060038e-08 2.431486e-08 2.745449e-08 2.961613e-08 3.055116e-08
[48,] 1.259545e-08 1.556389e-08 1.836112e-08 2.063585e-08 2.210262e-08
[49,] 6.980248e-09 9.039596e-09 1.116011e-08 1.309504e-08 1.460001e-08
[50,] 3.499933e-09 4.754108e-09 6.150482e-09 7.548091e-09 8.779030e-09
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.706207e-22 6.323817e-23 9.877468e-24 1.411948e-24 1.846791e-25
 [2,] 4.940051e-21 8.966655e-22 1.489960e-22 2.265929e-23 3.153259e-24
 [3,] 5.873924e-20 1.134146e-20 2.004862e-21 3.243772e-22 4.802578e-23
 [4,] 6.230529e-19 1.279671e-19 2.406464e-20 4.142233e-21 6.524777e-22
 [5,] 5.895535e-18 1.288013e-18 2.576674e-19 4.718442e-20 7.907384e-21
 [6,] 4.976529e-17 1.156475e-17 2.461083e-18 4.794504e-19 8.548238e-20
 [7,] 3.747487e-16 9.262990e-17 2.096925e-17 4.345824e-18 8.243260e-19
 [8,] 2.517500e-15 6.618634e-16 1.593794e-16 3.513874e-17 7.090904e-18
 [9,] 1.508765e-14 4.218839e-15 1.080632e-15 2.534477e-16 5.441098e-17
[10,] 8.066862e-14 2.399002e-14 6.536177e-15 1.630728e-15 3.724393e-16
[11,] 3.847953e-13 1.216996e-13 3.526755e-14 9.359864e-15 2.274111e-15
[12,] 1.637611e-12 5.507796e-13 1.697614e-13 4.792441e-14 1.238676e-14
[13,] 6.218216e-12 2.223870e-12 7.289932e-13 2.189018e-13 6.018639e-14
[14,] 2.106775e-11 8.011234e-12 2.792798e-12 8.919790e-13 2.608784e-13
[15,] 6.369407e-11 2.574954e-11 9.545565e-12 3.242519e-12 1.008752e-12
[16,] 1.718500e-10 7.384945e-11 2.910911e-11 1.051589e-11 3.479731e-12
[17,] 4.138326e-10 1.890036e-10 7.920386e-11 3.042721e-11 1.070862e-11
[18,] 8.896083e-10 4.317064e-10 1.923041e-10 7.855143e-11 2.940114e-11
[19,] 1.707558e-09 8.801830e-10 4.166803e-10 1.809483e-10 7.202102e-11
[20,] 2.927549e-09 1.602236e-09 8.058622e-10 3.719735e-10 1.574173e-10
[21,] 4.485600e-09 2.605030e-09 1.391475e-09 6.825046e-10 3.070429e-10
[22,] 6.148111e-09 3.785537e-09 2.146133e-09 1.118109e-09 5.345706e-10
[23,] 7.553072e-09 4.923677e-09 2.959731e-09 1.636713e-09 8.312021e-10
[24,] 8.355234e-09 5.751350e-09 3.658867e-09 2.144723e-09 1.155838e-09
[25,] 8.418449e-09 6.086005e-09 4.081026e-09 2.528159e-09 1.442683e-09
[26,] 7.949549e-09 5.965820e-09 4.178390e-09 2.716536e-09 1.632739e-09
[27,] 7.489282e-09 5.708339e-09 4.098107e-09 2.752993e-09 1.721103e-09
[28,] 7.747940e-09 5.848128e-09 4.189368e-09 2.832902e-09 1.798796e-09
[29,] 9.339287e-09 6.961334e-09 4.916535e-09 3.281539e-09 2.064586e-09
[30,] 1.250135e-08 9.425544e-09 6.690303e-09 4.459958e-09 2.788207e-09
[31,] 1.691595e-08 1.319716e-08 9.661194e-09 6.611098e-09 4.217823e-09
[32,] 2.174768e-08 1.772309e-08 1.356229e-08 9.694277e-09 6.447479e-09
[33,] 2.595872e-08 2.209517e-08 1.771895e-08 1.330179e-08 9.300841e-09
[34,] 2.879079e-08 2.544272e-08 2.129680e-08 1.675898e-08 1.232240e-08
[35,] 3.014298e-08 2.737346e-08 2.370764e-08 1.942118e-08 1.494135e-08
[36,] 3.059051e-08 2.817518e-08 2.493229e-08 2.102213e-08 1.676078e-08
[37,] 3.102714e-08 2.862032e-08 2.551977e-08 2.183313e-08 1.779538e-08
[38,] 3.218467e-08 2.950216e-08 2.623783e-08 2.248861e-08 1.846797e-08
[39,] 3.433805e-08 3.122519e-08 2.761535e-08 2.357978e-08 1.933343e-08
[40,] 3.730156e-08 3.368985e-08 2.968778e-08 2.530136e-08 2.071366e-08
[41,] 4.057942e-08 3.644511e-08 3.206573e-08 2.738253e-08 2.250215e-08
[42,] 4.348882e-08 3.889804e-08 3.418420e-08 2.929126e-08 2.425400e-08
[43,] 4.522840e-08 4.042751e-08 3.550563e-08 3.050316e-08 2.544907e-08
[44,] 4.500737e-08 4.043843e-08 3.558885e-08 3.064635e-08 2.571353e-08
[45,] 4.230440e-08 3.847984e-08 3.411290e-08 2.951107e-08 2.488306e-08
[46,] 3.714804e-08 3.444637e-08 3.096217e-08 2.703949e-08 2.295964e-08
[47,] 3.021078e-08 2.872665e-08 2.634800e-08 2.336968e-08 2.007602e-08
[48,] 2.260712e-08 2.214517e-08 2.083744e-08 1.888143e-08 1.650441e-08
[49,] 1.549258e-08 1.568909e-08 1.520788e-08 1.414654e-08 1.265032e-08
[50,] 9.688702e-09 1.017172e-08 1.018940e-08 9.766175e-09 8.973333e-09
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.209954e-26 2.419205e-27 2.422435e-28 2.218705e-29 1.858636e-30
 [2,] 4.014681e-25 4.676011e-26 4.981921e-27 4.855024e-28 4.327508e-29
 [3,] 6.505627e-24 8.062065e-25 9.139187e-26 9.476495e-27 8.987613e-28
 [4,] 9.403743e-23 1.239905e-23 1.495504e-24 1.649954e-25 1.665012e-26
 [5,] 1.212510e-21 1.700986e-22 2.182911e-23 2.562493e-24 2.751411e-25
 [6,] 1.394578e-20 2.081535e-21 2.842190e-22 3.549934e-23 4.055636e-24
 [7,] 1.430789e-19 2.272159e-20 3.300957e-21 4.386779e-22 5.332474e-23
 [8,] 1.309436e-18 2.212417e-19 3.419774e-20 4.835485e-21 6.254112e-22
 [9,] 1.068984e-17 1.921630e-18 3.160289e-19 4.754493e-20 6.542907e-21
[10,] 7.784612e-17 1.488839e-17 2.605125e-18 4.170022e-19 6.105820e-20
[11,] 5.056898e-16 1.028971e-16 1.915598e-17 3.262452e-18 5.082611e-19
[12,] 2.930318e-15 6.343615e-16 1.256479e-16 2.276784e-17 3.773979e-18
[13,] 1.514719e-14 3.488603e-15 7.351613e-16 1.417338e-16 2.499675e-17
[14,] 6.984561e-14 1.711392e-14 3.836970e-15 7.870449e-16 1.476860e-16
[15,] 2.873037e-13 7.489178e-14 1.786385e-14 3.898544e-15 7.783389e-16
[16,] 1.054251e-12 2.923545e-13 7.419007e-14 1.722599e-14 3.659091e-15
[17,] 3.451086e-12 1.018079e-12 2.748553e-13 6.789649e-14 1.534457e-14
[18,] 1.007829e-11 3.162696e-12 9.083539e-13 2.387237e-13 5.740052e-14
[19,] 2.625748e-11 8.764905e-12 2.677972e-12 7.487446e-13 1.915402e-13
[20,] 6.103469e-11 2.167041e-11 7.043169e-12 2.094932e-12 5.701548e-13
[21,] 1.265893e-10 4.780183e-11 1.652572e-11 5.228989e-12 1.513994e-12
[22,] 2.343093e-10 9.408792e-11 3.459577e-11 1.164411e-11 3.586539e-12
[23,] 3.871927e-10 1.652960e-10 6.463225e-11 2.313688e-11 7.580514e-12
[24,] 5.718086e-10 2.593931e-10 1.078166e-10 4.103921e-11 1.429991e-11
[25,] 7.567638e-10 3.643574e-10 1.608484e-10 6.505909e-11 2.409766e-11
[26,] 9.044881e-10 4.608104e-10 2.155711e-10 9.249534e-11 3.637151e-11
[27,] 9.970153e-10 5.333747e-10 2.628433e-10 1.190904e-10 4.954126e-11
[28,] 1.067284e-09 5.891836e-10 3.015099e-10 1.426028e-10 6.218503e-11
[29,] 1.221055e-09 6.768606e-10 3.505730e-10 1.691326e-10 7.578146e-11
[30,] 1.633208e-09 8.957842e-10 4.597533e-10 2.206103e-10 9.885130e-11
[31,] 2.504955e-09 1.383841e-09 7.110337e-10 3.398895e-10 1.512338e-10
[32,] 3.978728e-09 2.273878e-09 1.202210e-09 5.877378e-10 2.657099e-10
[33,] 6.033918e-09 3.621600e-09 2.006965e-09 1.025470e-09 4.827200e-10
[34,] 8.424300e-09 5.334832e-09 3.120450e-09 1.682336e-09 8.347562e-10
[35,] 1.073096e-08 7.160299e-09 4.422156e-09 2.520598e-09 1.323163e-09
[36,] 1.254991e-08 8.773297e-09 5.698502e-09 3.425867e-09 1.900688e-09
[37,] 1.372329e-08 9.948458e-09 6.740396e-09 4.247291e-09 2.479134e-09
[38,] 1.444835e-08 1.070591e-08 7.469570e-09 4.880075e-09 2.970729e-09
[39,] 1.515493e-08 1.131018e-08 8.000787e-09 5.339019e-09 3.344308e-09
[40,] 1.621317e-08 1.209330e-08 8.572585e-09 5.758928e-09 3.654181e-09
[41,] 1.767690e-08 1.321498e-08 9.375945e-09 6.302575e-09 4.008405e-09
[42,] 1.924465e-08 1.453456e-08 1.040044e-08 7.032192e-09 4.487189e-09
[43,] 2.044438e-08 1.568480e-08 1.141381e-08 7.839762e-09 5.067638e-09
[44,] 2.088023e-08 1.627858e-08 1.208813e-08 8.491768e-09 5.614181e-09
[45,] 2.036956e-08 1.608993e-08 1.217329e-08 8.755278e-09 5.945821e-09
[46,] 1.893076e-08 1.510382e-08 1.159737e-08 8.512949e-09 5.931844e-09
[47,] 1.670859e-08 1.345496e-08 1.045193e-08 7.795618e-09 5.549741e-09
[48,] 1.392837e-08 1.134729e-08 8.913887e-09 6.735312e-09 4.876195e-09
[49,] 1.088435e-08 9.012165e-09 7.178364e-09 5.495062e-09 4.035176e-09
[50,] 7.910811e-09 6.691941e-09 5.429861e-09 4.223888e-09 3.147923e-09

> 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  
 -9136.8546       0.5218  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1hcal1226424491.ps tmp/1hcal1226424491.png")
> system("convert tmp/24d2h1226424491.ps tmp/24d2h1226424491.png")
> system("convert tmp/3k82g1226424491.ps tmp/3k82g1226424491.png")
> system("convert tmp/46bue1226424491.ps tmp/46bue1226424491.png")
> system("convert tmp/5cz0k1226424491.ps tmp/5cz0k1226424491.png")
> system("convert tmp/6l3s31226424491.ps tmp/6l3s31226424491.png")
> system("convert tmp/769wx1226424491.ps tmp/769wx1226424491.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.250   1.324   2.577