R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
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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(87130,88620,89563,89056,88542,89504,89428,86040,96240,94423,93028,92285,91685,94260,93858,92437,92980,92099,92803,88551,98334,98329,96455,97109,97687,98512,98673,96028,98014,95580,97838,97760,99913,97588,93942,93656,93365,92881,93120,91063,90930,91946,94624,95484,95862,95530,94574,94677,93845,91533,91214,90922,89563,89945,91850,92505,92437,93876,93561,94119,95264,96089,97160,98644,96266,97938,99757,101550,102449)
> y <- c(258961,258647,256304,250498,247883,249552,262626,264416,273049,272441,267564,265952,263937,264765,263386,258985,257334,257477,271486,274488,281274,272674,269704,268227,276444,272247,268516,263406,263619,265905,281681,287413,289423,281242,273878,269022,272630,270287,260447,262248,252806,238663,258438,266719,263279,258064,248828,248284,253376,251846,239494,239709,228793,229521,249999,254016,251178,242936,241478,243985,246546,247323,247599,248985,241326,242967,263281,268145,263948)
> x <- c(216234,213587,209465,204045,200237,203666,241476,260307,243324,244460,233575,237217,235243,230354,227184,221678,217142,219452,256446,265845,248624,241114,229245,231805,219277,219313,212610,214771,211142,211457,240048,240636,230580,208795,197922,194596,194581,185686,178106,172608,167302,168053,202300,202388,182516,173476,166444,171297,169701,164182,161914,159612,151001,158114,186530,187069,174330,169362,166827,178037,186412,189226,191563,188906,186005,195309,223532,226899,214126)
> par7 = 'Brussel'
> par6 = 'Wallonië'
> par5 = 'Vlaanderen'
> 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1zcss1257197724.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/21ce81257197724.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/33yzp1257197724.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4rk821257197724.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5kun81257197724.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,y)
> (r<-lm(y ~ x))

Call:
lm(formula = y ~ x)

Coefficients:
(Intercept)            x  
  1.894e+05    3.434e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/63qcb1257197724.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] 220278.0 221862.9 223447.8 225032.7 226617.6 228202.5 229787.4 231372.3
 [9] 232957.2 234542.1 236127.0 237711.9 239296.8 240881.7 242466.6 244051.5
[17] 245636.4 247221.3 248806.2 250391.1 251976.0 253560.9 255145.8 256730.7
[25] 258315.6 259900.4 261485.3 263070.2 264655.1 266240.0 267824.9 269409.8
[33] 270994.7 272579.6 274164.5 275749.4 277334.3 278919.2 280504.1 282089.0
[41] 283673.9 285258.8 286843.7 288428.6 290013.5 291598.4 293183.3 294768.2
[49] 296353.1 297938.0

$yords
 [1]  83450.47  83891.04  84331.61  84772.19  85212.76  85653.33  86093.90
 [8]  86534.48  86975.05  87415.62  87856.20  88296.77  88737.34  89177.91
[15]  89618.49  90059.06  90499.63  90940.20  91380.78  91821.35  92261.92
[22]  92702.50  93143.07  93583.64  94024.21  94464.79  94905.36  95345.93
[29]  95786.50  96227.08  96667.65  97108.22  97548.80  97989.37  98429.94
[36]  98870.51  99311.09  99751.66 100192.23 100632.80 101073.38 101513.95
[43] 101954.52 102395.10 102835.67 103276.24 103716.81 104157.39 104597.96
[50] 105038.53

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.222077e-10 2.915920e-10 6.445485e-10 1.319716e-09 2.502779e-09
 [2,] 1.219799e-10 3.005801e-10 6.867261e-10 1.453957e-09 2.852032e-09
 [3,] 1.124599e-10 2.850835e-10 6.717417e-10 1.468948e-09 2.978569e-09
 [4,] 9.790030e-11 2.522353e-10 6.087431e-10 1.369586e-09 2.864620e-09
 [5,] 8.523296e-11 2.160037e-10 5.232143e-10 1.196713e-09 2.564350e-09
 [6,] 8.318630e-11 1.949016e-10 4.519446e-10 1.018043e-09 2.191393e-09
 [7,] 1.015294e-10 2.099010e-10 4.375689e-10 9.154215e-10 1.893065e-09
 [8,] 1.501209e-10 2.826108e-10 5.244956e-10 9.749715e-10 1.827308e-09
 [9,] 2.369935e-10 4.322024e-10 7.542123e-10 1.279416e-09 2.147959e-09
[10,] 3.652987e-10 6.697125e-10 1.156182e-09 1.895314e-09 2.988256e-09
[11,] 5.306202e-10 9.911408e-10 1.734011e-09 2.849975e-09 4.428040e-09
[12,] 7.218035e-10 1.374701e-09 2.454281e-09 4.105221e-09 6.445863e-09
[13,] 9.282032e-10 1.789067e-09 3.251324e-09 5.549569e-09 8.884728e-09
[14,] 1.153019e-09 2.215183e-09 4.057694e-09 7.032146e-09 1.147533e-08
[15,] 1.427335e-09 2.674711e-09 4.854823e-09 8.441402e-09 1.394084e-08
[16,] 1.816118e-09 3.249175e-09 5.719046e-09 9.796703e-09 1.615286e-08
[17,] 2.409419e-09 4.073531e-09 6.830061e-09 1.129560e-08 1.825329e-08
[18,] 3.299673e-09 5.299754e-09 8.423260e-09 1.326979e-08 2.064840e-08
[19,] 4.554415e-09 7.044390e-09 1.070013e-08 1.605221e-08 2.384320e-08
[20,] 6.195481e-09 9.344867e-09 1.374023e-08 1.981722e-08 2.818575e-08
[21,] 8.187675e-09 1.214155e-08 1.745893e-08 2.448061e-08 3.366111e-08
[22,] 1.042904e-08 1.528015e-08 2.162187e-08 2.970905e-08 3.985319e-08
[23,] 1.273515e-08 1.851377e-08 2.588480e-08 3.501256e-08 4.608342e-08
[24,] 1.482729e-08 2.149588e-08 2.981886e-08 3.984172e-08 5.161864e-08
[25,] 1.635384e-08 2.378941e-08 3.291988e-08 4.363380e-08 5.581408e-08
[26,] 1.696998e-08 2.493483e-08 3.464985e-08 4.583137e-08 5.814597e-08
[27,] 1.646096e-08 2.458887e-08 3.455820e-08 4.594960e-08 5.820698e-08
[28,] 1.484866e-08 2.267939e-08 3.246048e-08 4.372769e-08 5.576617e-08
[29,] 1.241174e-08 1.948065e-08 2.857305e-08 3.929538e-08 5.090149e-08
[30,] 9.596446e-09 1.554557e-08 2.349749e-08 3.322458e-08 4.409675e-08
[31,] 6.862741e-09 1.152052e-08 1.803745e-08 2.639263e-08 3.618400e-08
[32,] 4.546789e-09 7.941082e-09 1.294163e-08 1.971350e-08 2.812352e-08
[33,] 2.799795e-09 5.108102e-09 8.706041e-09 1.388136e-08 2.073728e-08
[34,] 1.609625e-09 3.080233e-09 5.514462e-09 9.246425e-09 1.453573e-08
[35,] 8.685441e-10 1.749880e-09 3.302674e-09 5.843351e-09 9.695817e-09
[36,] 4.421252e-10 9.405311e-10 1.875738e-09 3.507478e-09 6.148381e-09
[37,] 2.131145e-10 4.793737e-10 1.010778e-09 1.996929e-09 3.693926e-09
[38,] 9.740289e-11 2.315914e-10 5.156477e-10 1.074191e-09 2.091532e-09
[39,] 4.214532e-11 1.057179e-10 2.479171e-10 5.429375e-10 1.109166e-09
[40,] 1.719453e-11 4.536705e-11 1.116888e-10 2.562842e-10 5.475574e-10
[41,] 6.577943e-12 1.819413e-11 4.686784e-11 1.123313e-10 2.502848e-10
[42,] 2.345736e-12 6.779925e-12 1.822078e-11 4.549515e-11 1.054694e-10
[43,] 7.755148e-13 2.335934e-12 6.533761e-12 1.696047e-11 4.083823e-11
[44,] 2.366170e-13 7.411547e-13 2.153659e-12 5.803091e-12 1.449438e-11
[45,] 6.639020e-14 2.159033e-13 6.508917e-13 1.818511e-12 4.707287e-12
[46,] 1.708502e-14 5.761769e-14 1.800401e-13 5.211468e-13 1.397180e-12
[47,] 4.024877e-15 1.406432e-14 4.552016e-14 1.364399e-13 3.786866e-13
[48,] 8.668251e-16 3.136705e-15 1.051062e-14 3.260993e-14 9.367060e-14
[49,] 1.705089e-16 6.386941e-16 2.215025e-15 7.111691e-15 2.113743e-14
[50,] 3.061408e-17 1.186734e-16 4.258687e-16 1.414709e-15 4.350227e-15
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.396126e-09 7.151913e-09 1.077666e-08 1.504061e-08 1.944376e-08
 [2,] 5.182466e-09 8.723147e-09 1.360064e-08 1.964270e-08 2.627933e-08
 [3,] 5.597592e-09 9.747253e-09 1.572546e-08 2.350450e-08 3.254882e-08
 [4,] 5.561447e-09 1.001337e-08 1.671290e-08 2.585311e-08 3.706280e-08
 [5,] 5.123631e-09 9.519219e-09 1.642054e-08 2.627778e-08 3.899819e-08
 [6,] 4.454188e-09 8.483317e-09 1.506972e-08 2.490272e-08 3.822828e-08
 [7,] 3.799073e-09 7.281368e-09 1.317605e-08 2.234647e-08 3.536793e-08
 [8,] 3.431466e-09 6.355839e-09 1.140375e-08 1.952105e-08 3.154346e-08
 [9,] 3.620240e-09 6.149496e-09 1.043781e-08 1.741478e-08 2.806995e-08
[10,] 4.607989e-09 7.070655e-09 1.091930e-08 1.696869e-08 2.623417e-08
[11,] 6.571011e-09 9.450546e-09 1.340279e-08 1.902924e-08 2.722589e-08
[12,] 9.546698e-09 1.345017e-08 1.825573e-08 2.425892e-08 3.207783e-08
[13,] 1.335702e-08 1.892981e-08 2.547387e-08 3.291459e-08 4.143988e-08
[14,] 1.759661e-08 2.537012e-08 3.450487e-08 4.455652e-08 5.518050e-08
[15,] 2.174659e-08 3.195840e-08 4.425274e-08 5.790993e-08 7.205429e-08
[16,] 2.540431e-08 3.787921e-08 5.338423e-08 7.110863e-08 8.978316e-08
[17,] 2.852120e-08 4.270114e-08 6.086860e-08 8.234537e-08 1.057221e-07
[18,] 3.149198e-08 4.663413e-08 6.647305e-08 9.064369e-08 1.178869e-07
[19,] 3.499640e-08 5.045544e-08 7.088130e-08 9.628661e-08 1.257825e-07
[20,] 3.964265e-08 5.508601e-08 7.528990e-08 1.005712e-07 1.304821e-07
[21,] 4.560316e-08 6.103351e-08 8.066870e-08 1.049646e-07 1.338303e-07
[22,] 5.245867e-08 6.803164e-08 8.711805e-08 1.101471e-07 1.372163e-07
[23,] 5.933979e-08 7.509775e-08 9.372095e-08 1.155312e-07 1.406708e-07
[24,] 6.526137e-08 8.096281e-08 9.897747e-08 1.195548e-07 1.428442e-07
[25,] 6.943054e-08 8.459275e-08 1.015359e-07 1.205450e-07 1.418532e-07
[26,] 7.136718e-08 8.549327e-08 1.007690e-07 1.176041e-07 1.364368e-07
[27,] 7.085125e-08 8.368529e-08 9.689500e-08 1.110030e-07 1.267113e-07
[28,] 6.784219e-08 7.948216e-08 9.067840e-08 1.019324e-07 1.141314e-07
[29,] 6.248685e-08 7.329081e-08 8.299095e-08 9.186755e-08 1.007818e-07
[30,] 5.519155e-08 6.555179e-08 7.451017e-08 8.195979e-08 8.847347e-08
[31,] 4.663781e-08 5.676619e-08 6.564633e-08 7.273598e-08 7.812117e-08
[32,] 3.766566e-08 4.749868e-08 5.661941e-08 6.414315e-08 6.961772e-08
[33,] 2.907214e-08 3.831552e-08 4.757367e-08 5.581064e-08 6.214506e-08
[34,] 2.144235e-08 2.970393e-08 3.867246e-08 4.737112e-08 5.470507e-08
[35,] 1.509053e-08 2.202911e-08 3.015715e-08 3.871342e-08 4.662450e-08
[36,] 1.009879e-08 1.553227e-08 2.235289e-08 3.007990e-08 3.783750e-08
[37,] 6.392113e-09 1.033713e-08 1.560707e-08 2.197975e-08 2.885574e-08
[38,] 3.802159e-09 6.446282e-09 1.018271e-08 1.497312e-08 2.048186e-08
[39,] 2.111444e-09 3.741675e-09 6.166964e-09 9.446493e-09 1.344046e-08
[40,] 1.088242e-09 2.010247e-09 3.448989e-09 5.492845e-09 8.116495e-09
[41,] 5.180221e-10 9.953190e-10 1.774361e-09 2.933572e-09 4.496540e-09
[42,] 2.268834e-10 4.526744e-10 8.373462e-10 1.435563e-09 2.280505e-09
[43,] 9.117351e-11 1.886660e-10 3.617599e-10 6.426166e-10 1.057335e-09
[44,] 3.354811e-11 7.193821e-11 1.428860e-10 2.628395e-10 4.477236e-10
[45,] 1.128711e-11 2.506563e-11 5.154666e-11 9.815260e-11 1.730399e-10
[46,] 3.468834e-12 7.974494e-12 1.697350e-11 3.344699e-11 6.101472e-11
[47,] 9.731415e-13 2.315237e-12 5.099308e-12 1.039685e-11 1.962232e-11
[48,] 2.490917e-13 6.131888e-13 1.397301e-12 2.947352e-12 5.754516e-12
[49,] 5.815627e-14 1.481119e-13 3.491565e-13 7.618640e-13 1.538699e-12
[50,] 1.238216e-14 3.262192e-14 7.955057e-14 1.795524e-13 3.751004e-13
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.328341e-08 2.582786e-08 2.654223e-08 2.527183e-08 2.229706e-08
 [2,] 3.257034e-08 3.739889e-08 3.978955e-08 3.922979e-08 3.585001e-08
 [3,] 4.176221e-08 4.965239e-08 5.471039e-08 5.588092e-08 5.292387e-08
 [4,] 4.924313e-08 6.064393e-08 6.923892e-08 7.331005e-08 7.201353e-08
 [5,] 5.366733e-08 6.848906e-08 8.107391e-08 8.905591e-08 9.082933e-08
 [6,] 5.448016e-08 7.206675e-08 8.850131e-08 1.009452e-07 1.070244e-07
 [7,] 5.211613e-08 7.142137e-08 9.100557e-08 1.078563e-07 1.190002e-07
 [8,] 4.779576e-08 6.766178e-08 8.933733e-08 1.099787e-07 1.263175e-07
 [9,] 4.310929e-08 6.250017e-08 8.508374e-08 1.084902e-07 1.295189e-07
[10,] 3.968016e-08 5.779711e-08 8.013395e-08 1.050126e-07 1.296454e-07
[11,] 3.904997e-08 5.537922e-08 7.642999e-08 1.013267e-07 1.279712e-07
[12,] 4.265799e-08 5.706039e-08 7.603105e-08 9.949344e-08 1.262121e-07
[13,] 5.165395e-08 6.453592e-08 8.112806e-08 1.020263e-07 1.268983e-07
[14,] 6.642525e-08 7.889095e-08 9.360076e-08 1.115710e-07 1.332568e-07
[15,] 8.604639e-08 9.984248e-08 1.140975e-07 1.298963e-07 1.482107e-07
[16,] 1.080983e-07 1.252215e-07 1.411443e-07 1.566385e-07 1.728134e-07
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[28,] 5.117243e-08 3.867606e-08 2.755552e-08 1.842724e-08 1.152764e-08
[29,] 5.941723e-08 4.575836e-08 3.329520e-08 2.278719e-08 1.461644e-08
[30,] 6.425917e-08 5.028417e-08 3.726582e-08 2.603591e-08 1.708409e-08
[31,] 6.484201e-08 5.143519e-08 3.872948e-08 2.755383e-08 1.845143e-08
[32,] 6.116192e-08 4.908177e-08 3.746947e-08 2.708319e-08 1.846479e-08
[33,] 5.402192e-08 4.377842e-08 3.382402e-08 2.478995e-08 1.716981e-08
[34,] 4.475996e-08 3.655671e-08 2.854203e-08 2.117820e-08 1.487424e-08
[35,] 3.486956e-08 2.861890e-08 2.254356e-08 1.691418e-08 1.203016e-08
[36,] 2.564371e-08 2.104461e-08 1.668340e-08 1.264128e-08 9.096612e-09
[37,] 1.794338e-08 1.459098e-08 1.158636e-08 8.847211e-09 6.435092e-09
[38,] 1.213688e-08 9.622046e-09 7.580721e-09 5.806282e-09 4.260695e-09
[39,] 8.189975e-09 6.158096e-09 4.722634e-09 3.589727e-09 2.644300e-09
[40,] 5.834329e-09 3.998780e-09 2.880196e-09 2.121076e-09 1.548005e-09
[41,] 4.727677e-09 2.857696e-09 1.835321e-09 1.247972e-09 8.734749e-10
[42,] 4.547787e-09 2.457765e-09 1.365514e-09 8.047218e-10 5.061107e-10
[43,] 5.010711e-09 2.567871e-09 1.285632e-09 6.498755e-10 3.443521e-10
[44,] 5.844003e-09 2.993442e-09 1.451786e-09 6.766713e-10 3.112377e-10
[45,] 6.760910e-09 3.551584e-09 1.744989e-09 8.052537e-10 3.523089e-10
[46,] 7.470558e-09 4.060460e-09 2.055830e-09 9.700675e-10 4.275337e-10
[47,] 7.730152e-09 4.356655e-09 2.284057e-09 1.113275e-09 5.044912e-10
[48,] 7.413051e-09 4.332202e-09 2.353810e-09 1.187987e-09 5.566619e-10
[49,] 6.550173e-09 3.967117e-09 2.233258e-09 1.167434e-09 5.663061e-10
[50,] 5.314201e-09 3.333588e-09 1.943465e-09 1.051971e-09 5.282848e-10

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

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
  6.648e+04    1.063e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7itli1257197724.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] 130790.8 133959.4 137128.1 140296.8 143465.4 146634.1 149802.7 152971.4
 [9] 156140.1 159308.7 162477.4 165646.1 168814.7 171983.4 175152.0 178320.7
[17] 181489.4 184658.0 187826.7 190995.4 194164.0 197332.7 200501.3 203670.0
[25] 206838.7 210007.3 213176.0 216344.7 219513.3 222682.0 225850.6 229019.3
[33] 232188.0 235356.6 238525.3 241694.0 244862.6 248031.3 251199.9 254368.6
[41] 257537.3 260705.9 263874.6 267043.3 270211.9 273380.6 276549.2 279717.9
[49] 282886.6 286055.2

$yords
 [1]  83450.47  83891.04  84331.61  84772.19  85212.76  85653.33  86093.90
 [8]  86534.48  86975.05  87415.62  87856.20  88296.77  88737.34  89177.91
[15]  89618.49  90059.06  90499.63  90940.20  91380.78  91821.35  92261.92
[22]  92702.50  93143.07  93583.64  94024.21  94464.79  94905.36  95345.93
[29]  95786.50  96227.08  96667.65  97108.22  97548.80  97989.37  98429.94
[36]  98870.51  99311.09  99751.66 100192.23 100632.80 101073.38 101513.95
[43] 101954.52 102395.10 102835.67 103276.24 103716.81 104157.39 104597.96
[50] 105038.53

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.793477e-11 6.502409e-11 1.417878e-10 2.897085e-10 5.548648e-10
 [2,] 3.491500e-11 8.225480e-11 1.815694e-10 3.756562e-10 7.287272e-10
 [3,] 4.138266e-11 9.868447e-11 2.205603e-10 4.621668e-10 9.083145e-10
 [4,] 4.654789e-11 1.123667e-10 2.543149e-10 5.398252e-10 1.075137e-09
 [5,] 4.975655e-11 1.215682e-10 2.786127e-10 5.991476e-10 1.209482e-09
 [6,] 5.068129e-11 1.252326e-10 2.905065e-10 6.327863e-10 1.294716e-09
 [7,] 4.947647e-11 1.233720e-10 2.892543e-10 6.376052e-10 1.321588e-09
 [8,] 4.687244e-11 1.173088e-10 2.769261e-10 6.161257e-10 1.291470e-09
 [9,] 4.421402e-11 1.097591e-10 2.586127e-10 5.770912e-10 1.217835e-09
[10,] 4.347277e-11 1.048074e-10 2.423164e-10 5.352288e-10 1.125949e-09
[11,] 4.726757e-11 1.078534e-10 2.386838e-10 5.105119e-10 1.051271e-09
[12,] 5.891051e-11 1.255759e-10 2.607073e-10 5.272213e-10 1.037195e-09
[13,] 8.246366e-11 1.658953e-10 3.233890e-10 6.128837e-10 1.132461e-09
[14,] 1.227594e-10 2.378468e-10 4.432208e-10 7.968744e-10 1.388010e-09
[15,] 1.853120e-10 3.512395e-10 6.372598e-10 1.108319e-09 1.852731e-09
[16,] 2.760286e-10 5.159701e-10 9.216178e-10 1.573015e-09 2.567654e-09
[17,] 4.006020e-10 7.408710e-10 1.309276e-09 2.209383e-09 3.558733e-09
[18,] 5.634631e-10 1.031980e-09 1.807238e-09 3.023767e-09 4.829124e-09
[19,] 7.662169e-10 1.390182e-09 2.413115e-09 4.005592e-09 6.352309e-09
[20,] 1.005666e-09 1.808360e-09 3.111410e-09 5.122990e-09 8.067436e-09
[21,] 1.271842e-09 2.268616e-09 3.870185e-09 6.319729e-09 9.878058e-09
[22,] 1.546845e-09 2.740643e-09 4.639410e-09 7.514799e-09 1.165539e-08
[23,] 1.805443e-09 3.182666e-09 5.352811e-09 8.606542e-09 1.324742e-08
[24,] 2.018201e-09 3.546151e-09 5.934850e-09 9.483132e-09 1.449515e-08
[25,] 2.157084e-09 3.784405e-09 6.313190e-09 1.003984e-08 1.525587e-08
[26,] 2.202491e-09 3.863613e-09 6.434766e-09 1.020083e-08 1.543093e-08
[27,] 2.149805e-09 3.773391e-09 6.281426e-09 9.940335e-09 1.499161e-08
[28,] 2.013431e-09 3.533567e-09 5.880211e-09 9.296558e-09 1.399553e-08
[29,] 1.826995e-09 3.194837e-09 5.304611e-09 8.373161e-09 1.258681e-08
[30,] 1.639563e-09 2.832936e-09 4.665960e-09 7.326901e-09 1.097842e-08
[31,] 1.508805e-09 2.537801e-09 4.097198e-09 6.344544e-09 9.420708e-09
[32,] 1.492355e-09 2.400055e-09 3.732846e-09 5.614798e-09 8.164283e-09
[33,] 1.638358e-09 2.496729e-09 3.688539e-09 5.300621e-09 7.424755e-09
[34,] 1.975800e-09 2.877275e-09 4.041947e-09 5.514762e-09 7.353576e-09
[35,] 2.505444e-09 3.550760e-09 4.815908e-09 6.299198e-09 8.015177e-09
[36,] 3.193140e-09 4.476128e-09 5.965453e-09 7.609399e-09 9.369887e-09
[37,] 3.968373e-09 5.559109e-09 7.372652e-09 9.307044e-09 1.126508e-08
[38,] 4.730960e-09 6.659941e-09 8.854686e-09 1.116757e-08 1.344128e-08
[39,] 5.367027e-09 7.614180e-09 1.018900e-08 1.290827e-08 1.556093e-08
[40,] 5.771906e-09 8.264353e-09 1.115402e-08 1.423696e-08 1.726227e-08
[41,] 5.874061e-09 8.494905e-09 1.157668e-08 1.491223e-08 1.823044e-08
[42,] 5.652389e-09 8.259671e-09 1.137273e-08 1.479829e-08 1.826704e-08
[43,] 5.140777e-09 7.592319e-09 1.056608e-08 1.389626e-08 1.733567e-08
[44,] 4.418199e-09 6.595844e-09 9.279999e-09 1.234031e-08 1.556672e-08
[45,] 3.587896e-09 5.414863e-09 7.703175e-09 1.035966e-08 1.321919e-08
[46,] 2.752904e-09 4.200414e-09 6.042637e-09 8.219998e-09 1.061278e-08
[47,] 1.995665e-09 3.078692e-09 4.479077e-09 6.163915e-09 8.053605e-09
[48,] 1.366860e-09 2.132064e-09 3.137179e-09 4.367892e-09 5.776182e-09
[49,] 8.844981e-10 1.395045e-09 2.076201e-09 2.924831e-09 3.915181e-09
[50,] 5.407608e-10 8.624390e-10 1.298295e-09 1.850690e-09 2.507875e-09
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.965238e-10 1.679051e-09 2.655536e-09 3.944834e-09 5.508293e-09
 [2,] 1.326030e-09 2.264514e-09 3.631504e-09 5.472491e-09 7.755627e-09
 [3,] 1.675107e-09 2.900380e-09 4.717896e-09 7.215068e-09 1.038240e-08
 [4,] 2.010106e-09 3.529967e-09 5.826538e-09 9.046349e-09 1.322338e-08
 [5,] 2.293074e-09 4.085542e-09 6.845371e-09 1.079459e-08 1.603510e-08
 [6,] 2.489507e-09 4.501188e-09 7.658028e-09 1.226960e-08 1.852952e-08
 [7,] 2.576659e-09 4.727664e-09 8.168428e-09 1.330027e-08 2.042650e-08
 [8,] 2.550291e-09 4.745480e-09 8.324207e-09 1.377342e-08 2.151341e-08
 [9,] 2.428279e-09 4.572915e-09 8.133011e-09 1.366407e-08 2.169660e-08
[10,] 2.250620e-09 4.267508e-09 7.668046e-09 1.304973e-08 2.103173e-08
[11,] 2.076532e-09 3.921659e-09 7.062797e-09 1.210663e-08 1.972671e-08
[12,] 1.979830e-09 3.654260e-09 6.497622e-09 1.109079e-08 1.811882e-08
[13,] 2.043434e-09 3.600266e-09 6.181669e-09 1.030940e-08 1.663346e-08
[14,] 2.353029e-09 3.898853e-09 6.332251e-09 1.008718e-08 1.573286e-08
[15,] 2.989122e-09 4.679511e-09 7.151701e-09 1.072954e-08 1.586007e-08
[16,] 4.016817e-09 6.045108e-09 8.800714e-09 1.248237e-08 1.738025e-08
[17,] 5.473602e-09 8.052297e-09 1.136854e-08 1.548881e-08 2.052052e-08
[18,] 7.356876e-09 1.069204e-08 1.484387e-08 1.974767e-08 2.531342e-08
[19,] 9.614024e-09 1.387508e-08 1.909365e-08 2.508343e-08 3.155581e-08
[20,] 1.213786e-08 1.742758e-08 2.385839e-08 3.113983e-08 3.879897e-08
[21,] 1.476938e-08 2.110034e-08 2.876982e-08 3.740676e-08 4.638365e-08
[22,] 1.730844e-08 2.459170e-08 3.339109e-08 4.328149e-08 5.352333e-08
[23,] 1.953231e-08 2.758181e-08 3.727381e-08 4.815509e-08 5.942393e-08
[24,] 2.122150e-08 2.977361e-08 4.002175e-08 5.150686e-08 6.341531e-08
[25,] 2.219110e-08 3.093583e-08 4.135058e-08 5.298738e-08 6.506472e-08
[26,] 2.232419e-08 3.094193e-08 4.113338e-08 5.247369e-08 6.424646e-08
[27,] 2.160045e-08 2.979798e-08 3.942434e-08 5.008644e-08 6.115348e-08
[28,] 2.011162e-08 2.765198e-08 3.645494e-08 4.616664e-08 5.625089e-08
[29,] 1.805714e-08 2.477917e-08 3.260133e-08 4.121651e-08 5.018379e-08
[30,] 1.571843e-08 2.154391e-08 2.832761e-08 3.581680e-08 4.366143e-08
[31,] 1.341747e-08 1.834616e-08 2.411689e-08 3.053815e-08 3.734422e-08
[32,] 1.147015e-08 1.556537e-08 2.040617e-08 2.586662e-08 3.175850e-08
[33,] 1.014431e-08 1.351414e-08 1.753862e-08 2.215792e-08 2.725499e-08
[34,] 9.627990e-09 1.240734e-08 1.573877e-08 1.962416e-08 2.401145e-08
[35,] 1.000694e-08 1.234452e-08 1.510534e-08 1.834336e-08 2.206458e-08
[36,] 1.124886e-08 1.329925e-08 1.561090e-08 1.827520e-08 2.134711e-08
[37,] 1.319435e-08 1.511218e-08 1.710023e-08 1.926870e-08 2.170892e-08
[38,] 1.556081e-08 1.749250e-08 1.928968e-08 2.106062e-08 2.291663e-08
[39,] 1.796892e-08 2.003886e-08 2.177957e-08 2.327722e-08 2.464384e-08
[40,] 1.999751e-08 2.228976e-08 2.409425e-08 2.545859e-08 2.647604e-08
[41,] 2.126144e-08 2.380246e-08 2.575494e-08 2.711817e-08 2.795026e-08
[42,] 2.149398e-08 2.424390e-08 2.637316e-08 2.783153e-08 2.863205e-08
[43,] 2.060751e-08 2.346580e-08 2.573743e-08 2.732979e-08 2.820946e-08
[44,] 1.871074e-08 2.153698e-08 2.386180e-08 2.556383e-08 2.657007e-08
[45,] 1.607502e-08 1.871954e-08 2.097678e-08 2.271315e-08 2.382906e-08
[46,] 1.306149e-08 1.539678e-08 1.746434e-08 1.913414e-08 2.029540e-08
[47,] 1.003426e-08 1.197791e-08 1.375994e-08 1.526583e-08 1.638792e-08
[48,] 7.287026e-09 8.810870e-09 1.025476e-08 1.152636e-08 1.253154e-08
[49,] 5.001935e-09 6.127197e-09 7.226819e-09 8.232235e-09 9.068344e-09
[50,] 3.245026e-09 4.027712e-09 4.815009e-09 5.559872e-09 6.207158e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.235979e-09 8.952006e-09 1.044309e-08 1.150512e-08 1.199369e-08
 [2,] 1.034631e-08 1.300667e-08 1.542860e-08 1.729662e-08 1.836308e-08
 [3,] 1.407163e-08 1.798354e-08 2.170093e-08 2.476674e-08 2.678818e-08
 [4,] 1.821621e-08 2.367720e-08 2.907777e-08 3.379706e-08 3.725573e-08
 [5,] 2.246180e-08 2.970594e-08 3.714295e-08 4.398229e-08 4.942672e-08
 [6,] 2.640403e-08 3.554405e-08 4.526488e-08 5.462414e-08 6.259603e-08
 [7,] 2.961950e-08 4.059922e-08 5.267543e-08 6.479889e-08 7.573435e-08
 [8,] 3.175001e-08 4.432187e-08 5.859991e-08 7.349755e-08 8.762306e-08
 [9,] 3.258301e-08 4.632094e-08 6.241031e-08 7.981266e-08 9.706313e-08
[10,] 3.210764e-08 4.645637e-08 6.376352e-08 8.312667e-08 1.031111e-07
[11,] 3.053304e-08 4.488464e-08 6.268788e-08 8.325213e-08 1.052802e-07
[12,] 2.826659e-08 4.204786e-08 5.959693e-08 8.048640e-08 1.036520e-07
[13,] 2.586041e-08 3.861226e-08 5.522968e-08 7.556872e-08 9.886804e-08
[14,] 2.393840e-08 3.537244e-08 5.053537e-08 6.955481e-08 9.200970e-08
[15,] 2.311516e-08 3.313988e-08 4.652916e-08 6.364222e-08 8.440222e-08
[16,] 2.391302e-08 3.262971e-08 4.414346e-08 5.898373e-08 7.739205e-08
[17,] 2.668091e-08 3.435415e-08 4.409136e-08 5.651719e-08 7.214190e-08
[18,] 3.152068e-08 3.852962e-08 4.675279e-08 5.682881e-08 6.946973e-08
[19,] 3.823336e-08 4.500980e-08 5.209412e-08 6.005983e-08 6.974304e-08
[20,] 4.630370e-08 5.326282e-08 5.963737e-08 6.586756e-08 7.283247e-08
[21,] 5.494052e-08 6.241267e-08 6.849781e-08 7.345519e-08 7.813112e-08
[22,] 6.317918e-08 7.135424e-08 7.750201e-08 8.168203e-08 8.464706e-08
[23,] 7.003368e-08 7.893096e-08 8.537845e-08 8.925034e-08 9.116893e-08
[24,] 7.466752e-08 8.414082e-08 9.098705e-08 9.494065e-08 9.648507e-08
[25,] 7.654259e-08 8.632131e-08 9.353445e-08 9.784404e-08 9.961360e-08
[26,] 7.550948e-08 8.526583e-08 9.271850e-08 9.753146e-08 9.998682e-08
[27,] 7.181827e-08 8.124168e-08 8.876299e-08 9.411321e-08 9.753900e-08
[28,] 6.605023e-08 7.490789e-08 8.233519e-08 8.817303e-08 9.267296e-08
[29,] 5.899072e-08 6.715844e-08 7.437282e-08 8.059865e-08 8.611767e-08
[30,] 5.147638e-08 5.893444e-08 6.587092e-08 7.236121e-08 7.872331e-08
[31,] 4.425381e-08 5.105390e-08 5.768730e-08 6.430732e-08 7.125724e-08
[32,] 3.788157e-08 4.409870e-08 5.041429e-08 5.701874e-08 6.425915e-08
[33,] 3.269263e-08 3.837895e-08 4.434088e-08 5.076846e-08 5.798907e-08
[34,] 2.881510e-08 3.396963e-08 3.949956e-08 4.556900e-08 5.246778e-08
[35,] 2.622935e-08 3.079190e-08 3.576568e-08 4.127928e-08 4.757798e-08
[36,] 2.482987e-08 2.869963e-08 3.296383e-08 3.772129e-08 4.317807e-08
[37,] 2.446329e-08 2.753540e-08 3.093959e-08 3.476138e-08 3.918316e-08
[38,] 2.493153e-08 2.713960e-08 2.957564e-08 3.233186e-08 3.558784e-08
[39,] 2.597164e-08 2.732241e-08 2.875919e-08 3.039725e-08 3.243307e-08
[40,] 2.723971e-08 2.782820e-08 2.833120e-08 2.889427e-08 2.974356e-08
[41,] 2.832666e-08 2.832637e-08 2.805491e-08 2.768417e-08 2.747209e-08
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[22,] 1.761853e-07 1.648991e-07 1.510789e-07 1.349778e-07 1.171851e-07
[23,] 1.757612e-07 1.670147e-07 1.554682e-07 1.411848e-07 1.246214e-07
[24,] 1.746075e-07 1.683591e-07 1.591305e-07 1.468055e-07 1.316969e-07
[25,] 1.729673e-07 1.691057e-07 1.621621e-07 1.518572e-07 1.383595e-07
[26,] 1.709296e-07 1.692460e-07 1.644553e-07 1.561349e-07 1.443189e-07
[27,] 1.685301e-07 1.687035e-07 1.658153e-07 1.593228e-07 1.491458e-07
[28,] 1.658331e-07 1.674499e-07 1.661014e-07 1.611515e-07 1.524343e-07
[29,] 1.629417e-07 1.655528e-07 1.653120e-07 1.615154e-07 1.539471e-07
[30,] 1.599255e-07 1.631239e-07 1.635617e-07 1.604882e-07 1.536716e-07
[31,] 1.567080e-07 1.601969e-07 1.609665e-07 1.582293e-07 1.517619e-07
[32,] 1.529837e-07 1.566080e-07 1.575003e-07 1.548346e-07 1.484027e-07
[33,] 1.482251e-07 1.519534e-07 1.529087e-07 1.502159e-07 1.436696e-07
[34,] 1.417988e-07 1.456668e-07 1.467392e-07 1.440803e-07 1.374620e-07
[35,] 1.331595e-07 1.371982e-07 1.384886e-07 1.360319e-07 1.295477e-07
[36,] 1.220496e-07 1.262287e-07 1.278137e-07 1.257567e-07 1.197033e-07
[37,] 1.086302e-07 1.128362e-07 1.147198e-07 1.132144e-07 1.078870e-07
[38,] 9.349366e-08 9.754686e-08 9.964733e-08 9.875225e-08 9.436476e-08
[39,] 7.755406e-08 8.125245e-08 8.342367e-08 8.309464e-08 7.973415e-08
[40,] 6.185425e-08 6.502452e-08 6.709804e-08 6.721078e-08 6.483405e-08
[41,] 4.735498e-08 4.989159e-08 5.172040e-08 5.211219e-08 5.057583e-08
[42,] 3.476781e-08 3.664911e-08 3.813841e-08 3.865070e-08 3.775859e-08
[43,] 2.447116e-08 2.575173e-08 2.686971e-08 2.737867e-08 2.692897e-08
[44,] 1.651545e-08 1.730190e-08 1.807216e-08 1.850179e-08 1.832107e-08
[45,] 1.069557e-08 1.111642e-08 1.159902e-08 1.191864e-08 1.187849e-08
[46,] 6.654492e-09 6.833632e-09 7.103494e-09 7.315555e-09 7.333756e-09
[47,] 3.983879e-09 4.023198e-09 4.152311e-09 4.277515e-09 4.309484e-09
[48,] 2.299094e-09 2.271512e-09 2.318232e-09 2.382812e-09 2.409492e-09
[49,] 1.281292e-09 1.232016e-09 1.237402e-09 1.264999e-09 1.281681e-09
[50,] 6.906293e-10 6.431315e-10 6.323275e-10 6.404205e-10 6.486729e-10
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.872546e-11 9.023089e-12 4.193035e-12 1.895238e-12 8.408653e-13
 [2,] 4.183708e-11 2.065344e-11 9.873677e-12 4.611421e-12 2.121828e-12
 [3,] 8.927026e-11 4.523933e-11 2.229464e-11 1.077652e-11 5.145636e-12
 [4,] 1.821878e-10 9.496555e-11 4.832996e-11 2.420322e-11 1.199103e-11
 [5,] 3.561775e-10 1.913096e-10 1.006772e-10 5.225442e-11 2.683693e-11
 [6,] 6.680276e-10 3.702818e-10 2.016477e-10 1.084309e-10 5.763695e-11
 [7,] 1.203605e-09 6.891657e-10 3.883977e-10 2.161358e-10 1.186590e-10
 [8,] 2.085477e-09 1.234012e-09 7.192558e-10 4.135081e-10 2.339021e-10
 [9,] 3.477635e-09 2.125969e-09 1.279888e-09 7.585685e-10 4.409822e-10
[10,] 5.583208e-09 3.523076e-09 2.186780e-09 1.332963e-09 7.944164e-10
[11,] 8.630153e-09 5.612932e-09 3.584364e-09 2.241616e-09 1.366516e-09
[12,] 1.284080e-08 8.591931e-09 5.631950e-09 3.605289e-09 2.243758e-09
[13,] 1.838511e-08 1.262958e-08 8.478522e-09 5.544158e-09 3.517127e-09
[14,] 2.532493e-08 1.782257e-08 1.222799e-08 8.153702e-09 5.266944e-09
[15,] 3.356564e-08 2.415103e-08 1.690385e-08 1.147883e-08 7.545878e-09
[16,] 4.283738e-08 3.145565e-08 2.242755e-08 1.549643e-08 1.036684e-08
[17,] 5.272533e-08 3.945328e-08 2.862511e-08 2.011750e-08 1.370333e-08
[18,] 6.275356e-08 4.779782e-08 3.526919e-08 2.521462e-08 1.750661e-08
[19,] 7.250298e-08 5.617330e-08 4.214830e-08 3.067027e-08 2.173662e-08
[20,] 8.172132e-08 6.438620e-08 4.913870e-08 3.642821e-08 2.639469e-08
[21,] 9.037589e-08 7.241485e-08 5.624520e-08 4.252277e-08 3.154029e-08
[22,] 9.861688e-08 8.038492e-08 6.358358e-08 4.906411e-08 3.727588e-08
[23,] 1.066566e-07 8.846953e-08 7.129961e-08 5.617336e-08 4.369485e-08
[24,] 1.146120e-07 9.674969e-08 7.944975e-08 6.388449e-08 5.080409e-08
[25,] 1.223806e-07 1.050944e-07 8.789106e-08 7.204923e-08 5.844728e-08
[26,] 1.296096e-07 1.131176e-07 9.623119e-08 8.028661e-08 6.626118e-08
[27,] 1.357773e-07 1.202386e-07 1.038679e-07 8.800624e-08 7.368945e-08
[28,] 1.403508e-07 1.258249e-07 1.101113e-07 9.450716e-08 8.006043e-08
[29,] 1.429487e-07 1.293616e-07 1.143471e-07 9.912483e-08 8.471227e-08
[30,] 1.434360e-07 1.305773e-07 1.161799e-07 1.013784e-07 8.713050e-08
[31,] 1.419115e-07 1.294770e-07 1.155067e-07 1.010693e-07 8.705637e-08
[32,] 1.386017e-07 1.262787e-07 1.124974e-07 9.830125e-08 8.453273e-08
[33,] 1.337201e-07 1.212891e-07 1.075005e-07 9.342029e-08 7.987538e-08
[34,] 1.273649e-07 1.147825e-07 1.009203e-07 8.690436e-08 7.358328e-08
[35,] 1.195056e-07 1.069370e-07 9.311800e-08 7.924728e-08 6.622157e-08
[36,] 1.100639e-07 9.785255e-08 8.437284e-08 7.087755e-08 5.831669e-08
[37,] 9.904823e-08 8.763203e-08 7.490628e-08 6.213207e-08 5.029311e-08
[38,] 8.667306e-08 7.647754e-08 6.494278e-08 5.327742e-08 4.245958e-08
[39,] 7.340792e-08 6.474988e-08 5.476593e-08 4.455185e-08 3.503207e-08
[40,] 5.993028e-08 5.295944e-08 4.473626e-08 3.619755e-08 2.816930e-08
[41,] 4.700155e-08 4.169047e-08 3.525997e-08 2.846404e-08 2.199874e-08
[42,] 3.531429e-08 3.149019e-08 2.672277e-08 2.158279e-08 1.662295e-08
[43,] 2.536463e-08 2.276535e-08 1.941783e-08 1.572814e-08 1.210962e-08
[44,] 1.738707e-08 1.572090e-08 1.349637e-08 1.098469e-08 8.477017e-09
[45,] 1.136036e-08 1.035415e-08 8.955989e-09 7.335651e-09 5.686237e-09
[46,] 7.068126e-09 6.496275e-09 5.665591e-09 4.675454e-09 3.646412e-09
[47,] 4.184511e-09 3.879000e-09 3.412736e-09 2.839889e-09 2.231243e-09
[48,] 2.356008e-09 2.202734e-09 1.955607e-09 1.641949e-09 1.300806e-09
[49,] 1.261054e-09 1.188893e-09 1.065270e-09 9.027960e-10 7.216714e-10
[50,] 6.415206e-10 6.096341e-10 5.512854e-10 4.716948e-10 3.806338e-10
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.689574e-13 1.606417e-13 6.924393e-14 2.933842e-14 1.210111e-14
 [2,] 9.672418e-13 4.371153e-13 1.949173e-13 8.503953e-14 3.595022e-14
 [3,] 2.435099e-12 1.139948e-12 5.244422e-13 2.349693e-13 1.015851e-13
 [4,] 5.882300e-12 2.845539e-12 1.346924e-12 6.182118e-13 2.728469e-13
 [5,] 1.361903e-11 6.789842e-12 3.298145e-12 1.547517e-12 6.963087e-13
 [6,] 3.018428e-11 1.546788e-11 7.692255e-12 3.683534e-12 1.688321e-12
 [7,] 6.396121e-11 3.360552e-11 1.707598e-11 8.335321e-12 3.890588e-12
 [8,] 1.294389e-10 6.957170e-11 3.606521e-11 1.793330e-11 8.527177e-12
 [9,] 2.499328e-10 1.371700e-10 7.246686e-11 3.670389e-11 1.779792e-11
[10,] 4.601608e-10 2.575153e-10 1.385774e-10 7.153561e-11 3.544123e-11
[11,] 8.075941e-10 4.604221e-10 2.524113e-10 1.329793e-10 6.750199e-11
[12,] 1.351230e-09 7.845530e-10 4.385277e-10 2.363074e-10 1.233644e-10
[13,] 2.156749e-09 1.275730e-09 7.282051e-10 4.026188e-10 2.171689e-10
[14,] 3.288213e-09 1.983470e-09 1.159046e-09 6.601330e-10 3.698086e-10
[15,] 4.798443e-09 2.956882e-09 1.774597e-09 1.045982e-09 6.117022e-10
[16,] 6.722097e-09 4.242073e-09 2.624923e-09 1.608772e-09 9.863046e-10
[17,] 9.076028e-09 5.883330e-09 3.768822e-09 2.411661e-09 1.553675e-09
[18,] 1.186939e-08 7.928844e-09 5.277156e-09 3.534604e-09 2.392378e-09
[19,] 1.512119e-08 1.043878e-08 7.234831e-09 5.073063e-09 3.596961e-09
[20,] 1.887731e-08 1.349005e-08 9.737250e-09 7.129715e-09 5.267923e-09
[21,] 2.321507e-08 1.717068e-08 1.287698e-08 9.796602e-09 7.492427e-09
[22,] 2.822559e-08 2.155837e-08 1.671891e-08 1.312818e-08 1.031723e-08
[23,] 3.397092e-08 2.668370e-08 2.126689e-08 1.711013e-08 1.371949e-08
[24,] 4.042490e-08 3.248563e-08 2.642997e-08 2.163259e-08 1.758445e-08
[25,] 4.741631e-08 3.877325e-08 3.199921e-08 2.647766e-08 2.169913e-08
[26,] 5.459731e-08 4.520901e-08 3.764526e-08 3.132798e-08 2.576737e-08
[27,] 6.145547e-08 5.132514e-08 4.294213e-08 3.579773e-08 2.944520e-08
[28,] 6.737590e-08 5.657667e-08 4.741669e-08 3.948146e-08 3.238922e-08
[29,] 7.174378e-08 6.042437e-08 5.061678e-08 4.201202e-08 3.430748e-08
[30,] 7.406326e-08 6.243116e-08 5.218601e-08 4.311754e-08 3.500327e-08
[31,] 7.406035e-08 6.234919e-08 5.193020e-08 4.266754e-08 3.440454e-08
[32,] 7.173974e-08 6.017377e-08 4.985929e-08 4.069901e-08 3.257523e-08
[33,] 6.737806e-08 5.614725e-08 4.619183e-08 3.741543e-08 2.970664e-08
[34,] 6.145610e-08 5.070948e-08 4.131766e-08 3.315570e-08 2.608896e-08
[35,] 5.455251e-08 4.440816e-08 3.572578e-08 2.833749e-08 2.206656e-08
[36,] 4.723300e-08 3.779542e-08 2.991625e-08 2.338701e-08 1.798494e-08
[37,] 3.996683e-08 3.134000e-08 2.431974e-08 1.867282e-08 1.414055e-08
[38,] 3.308824e-08 2.537617e-08 1.924512e-08 1.445974e-08 1.074518e-08
[39,] 2.680118e-08 2.009499e-08 1.486378e-08 1.089208e-08 7.911915e-09
[40,] 2.121069e-08 1.556846e-08 1.122640e-08 8.004946e-09 5.663070e-09
[41,] 1.635993e-08 1.178859e-08 8.298667e-09 5.753913e-09 3.953527e-09
[42,] 1.225708e-08 8.704322e-09 5.999976e-09 4.050320e-09 2.699948e-09
[43,] 8.887256e-09 6.246721e-09 4.234011e-09 2.791412e-09 1.807002e-09
[44,] 6.213487e-09 4.341014e-09 2.906815e-09 1.879962e-09 1.185425e-09
[45,] 4.174815e-09 2.910135e-09 1.934095e-09 1.233314e-09 7.610158e-10
[46,] 2.687917e-09 1.875425e-09 1.242259e-09 7.849934e-10 4.765811e-10
[47,] 1.654341e-09 1.158321e-09 7.673775e-10 4.827256e-10 2.899345e-10
[48,] 9.714360e-10 6.839068e-10 4.544207e-10 2.856598e-10 1.705834e-10
[49,] 5.433785e-10 3.852191e-10 2.572659e-10 1.621048e-10 9.664672e-11
[50,] 2.891654e-10 2.066550e-10 1.389403e-10 8.795818e-11 5.253065e-11
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 4.812445e-15 1.830687e-15 6.624487e-16 2.273174e-16 7.391849e-17
 [2,] 1.459785e-14 5.655695e-15 2.081922e-15 7.269083e-16 2.409243e-16
 [3,] 4.205651e-14 1.658460e-14 6.211943e-15 2.209556e-15 7.482030e-16
 [4,] 1.150569e-13 4.617564e-14 1.761369e-14 6.395150e-15 2.219820e-15
 [5,] 2.989404e-13 1.221587e-13 4.752953e-14 1.766590e-14 6.312943e-15
 [6,] 7.380294e-13 3.074423e-13 1.223097e-13 4.671818e-14 1.727812e-14
 [7,] 1.733012e-12 7.373987e-13 3.009771e-13 1.187194e-13 4.570953e-14
 [8,] 3.876333e-12 1.689644e-12 7.106786e-13 2.911236e-13 1.173821e-13
 [9,] 8.276698e-12 3.710235e-12 1.616695e-12 6.918772e-13 2.936080e-13
[10,] 1.691735e-11 7.837156e-12 3.558477e-12 1.599637e-12 7.166920e-13
[11,] 3.321724e-11 1.599146e-11 7.609156e-12 3.607131e-12 1.707167e-12
[12,] 6.290747e-11 3.165247e-11 1.585594e-11 7.939209e-12 3.960368e-12
[13,] 1.153951e-10 6.098990e-11 3.224725e-11 1.703483e-11 8.916754e-12
[14,] 2.058315e-10 1.146609e-10 6.398355e-11 3.552935e-11 1.940210e-11
[15,] 3.580452e-10 2.104188e-10 1.235852e-10 7.174925e-11 4.062379e-11
[16,] 6.082093e-10 3.764174e-10 2.315673e-10 1.396938e-10 8.152584e-11
[17,] 1.008469e-09 6.545324e-10 4.192163e-10 2.611691e-10 1.563046e-10
[18,] 1.628811e-09 1.102213e-09 7.303150e-10 4.672646e-10 2.855642e-10
[19,] 2.554560e-09 1.790612e-09 1.220033e-09 7.978688e-10 4.962315e-10
[20,] 3.876757e-09 2.796594e-09 1.949007e-09 1.297709e-09 8.191567e-10
[21,] 5.673969e-09 4.187309e-09 2.971416e-09 2.007893e-09 1.283582e-09
[22,] 7.987166e-09 5.998644e-09 4.317878e-09 2.953334e-09 1.908577e-09
[23,] 1.079319e-08 8.212282e-09 5.976797e-09 4.128571e-09 2.692993e-09
[24,] 1.398545e-08 1.073892e-08 7.880221e-09 5.486471e-09 3.607008e-09
[25,] 1.737033e-08 1.341543e-08 9.900812e-09 6.934970e-09 4.588969e-09
[26,] 2.068428e-08 1.602035e-08 1.186398e-08 8.345391e-09 5.550394e-09
[27,] 2.362943e-08 1.830621e-08 1.357436e-08 9.572196e-09 6.389442e-09
[28,] 2.591973e-08 2.004086e-08 1.485032e-08 1.047964e-08 7.009940e-09
[29,] 2.732623e-08 2.104699e-08 1.555692e-08 1.096777e-08 7.340606e-09
[30,] 2.771145e-08 2.122981e-08 1.562844e-08 1.099038e-08 7.348689e-09
[31,] 2.704724e-08 2.058794e-08 1.507554e-08 1.056032e-08 7.044335e-09
[32,] 2.541524e-08 1.920766e-08 1.397748e-08 9.742357e-09 6.475277e-09
[33,] 2.299178e-08 1.724465e-08 1.246384e-08 8.637376e-09 5.714654e-09
[34,] 2.002063e-08 1.489807e-08 1.069133e-08 7.363063e-09 4.846191e-09
[35,] 1.677726e-08 1.238180e-08 8.820721e-09 6.035821e-09 3.950631e-09
[36,] 1.352998e-08 9.896508e-09 6.996865e-09 4.756627e-09 3.095816e-09
[37,] 1.050468e-08 7.606223e-09 5.333906e-09 3.601885e-09 2.331069e-09
[38,] 7.860107e-09 5.623065e-09 3.906829e-09 2.619353e-09 1.685536e-09
[39,] 5.678420e-09 4.002251e-09 2.749916e-09 1.828679e-09 1.169612e-09
[40,] 3.971355e-09 2.747485e-09 1.861649e-09 1.225720e-09 7.785128e-10
[41,] 2.697934e-09 1.824068e-09 1.214238e-09 7.893664e-10 4.970460e-10
[42,] 1.786999e-09 1.175342e-09 7.650947e-10 4.892245e-10 3.045866e-10
[43,] 1.158019e-09 7.380268e-10 4.674450e-10 2.925813e-10 1.794224e-10
[44,] 7.359515e-10 4.534032e-10 2.781299e-10 1.694835e-10 1.018676e-10
[45,] 4.590111e-10 2.733435e-10 1.618822e-10 9.553364e-11 5.595459e-11
[46,] 2.805846e-10 1.619160e-10 9.250473e-11 5.265768e-11 2.987876e-11
[47,] 1.675774e-10 9.414964e-11 5.199469e-11 2.850321e-11 1.559255e-11
[48,] 9.736501e-11 5.357810e-11 2.873259e-11 1.519013e-11 7.991179e-12
[49,] 5.477111e-11 2.970705e-11 1.556619e-11 7.970606e-12 4.035143e-12
[50,] 2.969307e-11 1.596724e-11 8.230040e-12 4.107426e-12 2.008896e-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  
  8.991e+04    2.043e-02  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1zcss1257197724.ps tmp/1zcss1257197724.png")
> system("convert tmp/21ce81257197724.ps tmp/21ce81257197724.png")
> system("convert tmp/33yzp1257197724.ps tmp/33yzp1257197724.png")
> system("convert tmp/4rk821257197724.ps tmp/4rk821257197724.png")
> system("convert tmp/5kun81257197724.ps tmp/5kun81257197724.png")
> system("convert tmp/63qcb1257197724.ps tmp/63qcb1257197724.png")
> system("convert tmp/7itli1257197724.ps tmp/7itli1257197724.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.490   1.990   3.786