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

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> z <- c(26.90,27.80,28.70,30.50,31.80,31.40,34.80,32.20,33.00,32.40,30.50,28.60,30.00,28.20,27.60,24.90,23.80,24.30,23.60,24.20,28.10,30.10,31.10,32.00,32.40,34.00,35.10,37.10,37.30,38.10,39.50,38.30,37.30,38.70,37.50,38.70,37.90,36.60,35.50,37.60,38.60,40.30,39.00,36.80,36.50,34.10,34.20,31.90,33.70,33.50,33.80,29.90,32.30,30.50,28.50,29.00,23.80,17.90,9.90,3.00,4.20,0.40,0.00,2.40,4.20,8.20,9.00,13.60,14.00)
> y <- c(267413,267366,264777,258863,254844,254868,277267,285351,286602,283042,276687,277915,277128,277103,275037,270150,267140,264993,287259,291186,292300,288186,281477,282656,280190,280408,276836,275216,274352,271311,289802,290726,292300,278506,269826,265861,269034,264176,255198,253353,246057,235372,258556,260993,254663,250643,243422,247105,248541,245039,237080,237085,225554,226839,247934,248333,246969,245098,246263,255765,264319,268347,273046,273963,267430,271993,292710,295881,293299)
> x <- c(21.4,26.4,26.4,29.4,34.4,24.4,26.4,25.4,31.4,27.4,27.4,29.4,32.4,26.4,22.4,19.4,21.4,23.4,23.4,25.4,28.4,27.4,21.4,17.4,24.4,26.4,22.4,14.4,18.4,25.4,29.4,26.4,26.4,20.4,26.4,29.4,33.4,32.4,35.4,34.4,36.4,32.4,34.4,31.4,27.4,27.4,30.4,32.4,32.4,27.4,31.4,29.4,27.4,25.4,26.4,23.4,18.4,22.4,17.4,17.4,11.4,9.4,6.4,0,7.8,7.9,12,16.9,12.3)
> par7 = 'gezamelijke curve'
> par6 = 'Mannelijke werkloosheid'
> par5 = 'Vooruitzichten werkgelegenheid handel'
> 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$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1zt671257280699.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/2oa2h1257280699.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3xxdh1257280699.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4fqxt1257280699.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5otc81257280699.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
   282428.0       -644.7  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6grlm1257280699.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] 213595.6 215518.9 217442.2 219365.6 221288.9 223212.3 225135.6 227059.0
 [9] 228982.3 230905.7 232829.0 234752.3 236675.7 238599.0 240522.4 242445.7
[17] 244369.1 246292.4 248215.8 250139.1 252062.4 253985.8 255909.1 257832.5
[25] 259755.8 261679.2 263602.5 265525.9 267449.2 269372.6 271295.9 273219.2
[33] 275142.6 277065.9 278989.3 280912.6 282836.0 284759.3 286682.7 288606.0
[41] 290529.3 292452.7 294376.0 296299.4 298222.7 300146.1 302069.4 303992.8
[49] 305916.1 307839.4

$yords
 [1] -4.2101182 -3.2158276 -2.2215371 -1.2272466 -0.2329560  0.7613345
 [7]  1.7556251  2.7499156  3.7442061  4.7384967  5.7327872  6.7270777
[13]  7.7213683  8.7156588  9.7099494 10.7042399 11.6985304 12.6928210
[19] 13.6871115 14.6814020 15.6756926 16.6699831 17.6642737 18.6585642
[25] 19.6528547 20.6471453 21.6414358 22.6357263 23.6300169 24.6243074
[31] 25.6185980 26.6128885 27.6071790 28.6014696 29.5957601 30.5900506
[37] 31.5843412 32.5786317 33.5729223 34.5672128 35.5615033 36.5557939
[43] 37.5500844 38.5443749 39.5386655 40.5329560 41.5272466 42.5215371
[49] 43.5158276 44.5101182

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.941213e-14 2.928681e-13 7.725984e-13 1.860208e-12 4.233947e-12
 [2,] 3.758876e-13 1.093910e-12 2.841674e-12 6.693971e-12 1.473922e-11
 [3,] 1.340685e-12 3.856177e-12 9.874993e-12 2.280819e-11 4.875464e-11
 [4,] 4.510634e-12 1.282754e-11 3.241133e-11 7.353433e-11 1.530843e-10
 [5,] 1.431519e-11 4.026301e-11 1.004484e-10 2.242006e-10 4.558389e-10
 [6,] 4.285848e-11 1.192448e-10 2.939023e-10 6.461610e-10 1.286186e-09
 [7,] 1.210629e-10 3.332443e-10 8.117793e-10 1.759786e-09 3.436431e-09
 [8,] 3.227104e-10 8.788831e-10 2.116655e-09 4.527988e-09 8.689365e-09
 [9,] 8.120488e-10 2.187980e-09 5.210581e-09 1.100635e-08 2.078637e-08
[10,] 1.929862e-09 5.143473e-09 1.211293e-08 2.527561e-08 4.703141e-08
[11,] 4.334564e-09 1.142368e-08 2.660203e-08 5.485075e-08 1.006490e-07
[12,] 9.210203e-09 2.399036e-08 5.522714e-08 1.125330e-07 2.037674e-07
[13,] 1.853972e-08 4.769142e-08 1.084830e-07 2.184267e-07 3.904603e-07
[14,] 3.542324e-08 8.988942e-08 2.018892e-07 4.015391e-07 7.087594e-07
[15,] 6.441217e-08 1.609888e-07 3.566196e-07 7.001910e-07 1.220266e-06
[16,] 1.118536e-07 2.747786e-07 5.994151e-07 1.160654e-06 1.996362e-06
[17,] 1.863113e-07 4.486774e-07 9.618830e-07 1.834163e-06 3.111315e-06
[18,] 2.992226e-07 7.042086e-07 1.479850e-06 2.773582e-06 4.634513e-06
[19,] 4.659795e-07 1.068172e-06 2.193818e-06 4.031827e-06 6.625468e-06
[20,] 7.074315e-07 1.574686e-06 3.151192e-06 5.663667e-06 9.134631e-06
[21,] 1.051313e-06 2.267357e-06 4.409386e-06 7.730081e-06 1.220942e-05
[22,] 1.532358e-06 3.199441e-06 6.036494e-06 1.030046e-05 1.589920e-05
[23,] 2.189249e-06 4.428729e-06 8.104253e-06 1.344485e-05 2.024870e-05
[24,] 3.056696e-06 6.004159e-06 1.066847e-05 1.720907e-05 2.527018e-05
[25,] 4.152290e-06 7.943706e-06 1.373638e-05 2.157213e-05 3.089389e-05
[26,] 5.460335e-06 1.020774e-05 1.722777e-05 2.639601e-05 3.691052e-05
[27,] 6.917808e-06 1.267700e-05 2.094458e-05 3.138857e-05 4.293201e-05
[28,] 8.409177e-06 1.514673e-05 2.456623e-05 3.610332e-05 4.839957e-05
[29,] 9.775785e-06 1.734598e-05 2.768365e-05 3.999158e-05 5.265542e-05
[30,] 1.084122e-05 1.898323e-05 2.987137e-05 4.250383e-05 5.507031e-05
[31,] 1.144790e-05 1.980878e-05 3.078160e-05 4.321549e-05 5.519339e-05
[32,] 1.149475e-05 1.967590e-05 3.023193e-05 4.193795e-05 5.287607e-05
[33,] 1.096364e-05 1.858050e-05 2.825703e-05 3.877670e-05 4.832631e-05
[34,] 9.925446e-06 1.666524e-05 2.510589e-05 3.411505e-05 4.207271e-05
[35,] 8.523417e-06 1.418639e-05 2.118479e-05 2.852833e-05 3.484927e-05
[36,] 6.939347e-06 1.145436e-05 1.696516e-05 2.265672e-05 2.743840e-05
[37,] 5.353859e-06 8.767617e-06 1.288590e-05 1.707706e-05 2.052053e-05
[38,] 3.912742e-06 6.359236e-06 9.278398e-06 1.220929e-05 1.457081e-05
[39,] 2.707690e-06 4.368824e-06 6.330646e-06 8.276840e-06 9.821907e-06
[40,] 1.773664e-06 2.841886e-06 4.091653e-06 5.319501e-06 6.288252e-06
[41,] 1.099422e-06 1.749870e-06 2.504667e-06 3.242015e-06 3.829546e-06
[42,] 6.447085e-07 1.019717e-06 1.452239e-06 1.875473e-06 2.226069e-06
[43,] 3.575881e-07 5.623670e-07 7.980026e-07 1.032150e-06 1.243535e-06
[44,] 1.875799e-07 2.935963e-07 4.161696e-07 5.429154e-07 6.758222e-07
[45,] 9.307296e-08 1.452266e-07 2.066169e-07 2.753537e-07 3.644171e-07
[46,] 4.370239e-08 6.819443e-08 9.824143e-08 1.367059e-07 2.001052e-07
[47,] 1.944217e-08 3.051882e-08 4.522697e-08 6.796636e-08 1.146617e-07
[48,] 8.215338e-09 1.311442e-08 2.052570e-08 3.476459e-08 6.921425e-08
[49,] 3.313422e-09 5.483111e-09 9.418095e-09 1.867027e-08 4.348289e-08
[50,] 1.287213e-09 2.277433e-09 4.486186e-09 1.053932e-08 2.770641e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.578889e-12 2.246625e-11 5.457308e-11 1.315141e-10 2.991150e-10
 [2,] 3.180389e-11 7.055365e-11 1.629816e-10 3.787149e-10 8.408717e-10
 [3,] 1.007110e-10 2.115342e-10 4.634182e-10 1.034234e-09 2.235288e-09
 [4,] 3.039116e-10 6.056094e-10 1.255834e-09 2.681274e-09 5.622547e-09
 [5,] 8.731263e-10 1.655401e-09 3.246455e-09 6.606389e-09 1.339256e-08
 [6,] 2.385802e-09 4.318600e-09 8.011521e-09 1.548798e-08 3.023539e-08
 [7,] 6.194336e-09 1.074595e-08 1.888231e-08 3.458934e-08 6.476434e-08
 [8,] 1.526759e-08 2.548464e-08 4.251313e-08 7.367106e-08 1.317741e-07
 [9,] 3.569691e-08 5.755545e-08 9.143303e-08 1.497983e-07 2.550101e-07
[10,] 7.912608e-08 1.236868e-07 1.877983e-07 2.910455e-07 4.700330e-07
[11,] 1.662161e-07 2.527518e-07 3.682402e-07 5.407294e-07 8.264096e-07
[12,] 3.308534e-07 4.908955e-07 6.890596e-07 9.612237e-07 1.388192e-06
[13,] 6.241404e-07 9.059830e-07 1.230122e-06 1.635757e-06 2.231616e-06
[14,] 1.116466e-06 1.589121e-06 2.095018e-06 2.666215e-06 3.439374e-06
[15,] 1.895615e-06 2.650733e-06 3.405013e-06 4.165351e-06 5.091793e-06
[16,] 3.059551e-06 4.209728e-06 5.285718e-06 6.243384e-06 7.256602e-06
[17,] 4.704498e-06 6.376922e-06 7.848336e-06 8.991509e-06 9.980286e-06
[18,] 6.911772e-06 9.237363e-06 1.117079e-05 1.246726e-05 1.328423e-05
[19,] 9.738779e-06 1.283835e-05 1.528574e-05 1.668712e-05 1.716730e-05
[20,] 1.321870e-05 1.718850e-05 2.018021e-05 2.162847e-05 2.161252e-05
[21,] 1.736838e-05 2.226702e-05 2.580485e-05 2.723717e-05 2.659143e-05
[22,] 2.219673e-05 2.803416e-05 3.208301e-05 3.343047e-05 3.205688e-05
[23,] 2.770036e-05 3.442824e-05 3.890556e-05 4.008471e-05 3.791860e-05
[24,] 3.383546e-05 4.133824e-05 4.610312e-05 4.700417e-05 4.400456e-05
[25,] 4.046590e-05 4.855412e-05 5.340142e-05 5.388143e-05 5.002322e-05
[26,] 4.730484e-05 5.571500e-05 6.038199e-05 6.027233e-05 5.554928e-05
[27,] 5.388035e-05 6.228745e-05 6.647880e-05 6.561174e-05 6.005289e-05
[28,] 5.955618e-05 6.760280e-05 7.103367e-05 6.928416e-05 6.297826e-05
[29,] 6.362175e-05 7.096202e-05 7.341073e-05 7.074094e-05 6.385692e-05
[30,] 6.543746e-05 7.178717e-05 7.314241e-05 6.963262e-05 6.242392e-05
[31,] 6.459429e-05 6.977378e-05 7.006078e-05 6.591355e-05 5.870011e-05
[32,] 6.103452e-05 6.499191e-05 6.436814e-05 5.988205e-05 5.301286e-05
[33,] 5.508997e-05 5.789823e-05 5.661972e-05 5.213984e-05 4.594667e-05
[34,] 4.742222e-05 4.925212e-05 4.762102e-05 4.348137e-05 3.823678e-05
[35,] 3.888295e-05 3.996145e-05 3.827074e-05 3.474463e-05 3.063464e-05
[36,] 3.033917e-05 3.090519e-05 2.939485e-05 2.666436e-05 2.377928e-05
[37,] 2.251496e-05 2.278338e-05 2.161619e-05 1.976375e-05 1.810415e-05
[38,] 1.589057e-05 1.603002e-05 1.528726e-05 1.430503e-05 1.379599e-05
[39,] 1.067463e-05 1.079967e-05 1.049163e-05 1.030075e-05 1.080779e-05
[40,] 6.840835e-06 7.015207e-06 7.099102e-06 7.571354e-06 8.914709e-06
[41,] 4.203116e-06 4.449531e-06 4.848666e-06 5.826428e-06 7.794069e-06
[42,] 2.499594e-06 2.811922e-06 3.432780e-06 4.746199e-06 7.108313e-06
[43,] 1.462361e-06 1.817523e-06 2.563658e-06 4.046047e-06 6.572997e-06
[44,] 8.618063e-07 1.229933e-06 2.012902e-06 3.514878e-06 5.997968e-06
[45,] 5.253206e-07 8.775658e-07 1.625049e-06 3.026618e-06 5.298000e-06
[46,] 3.369669e-07 6.507272e-07 1.311561e-06 2.530230e-06 4.476981e-06
[47,] 2.267241e-07 4.882455e-07 1.033944e-06 2.027040e-06 3.595625e-06
[48,] 1.565727e-07 3.611867e-07 7.839617e-07 1.544704e-06 2.735043e-06
[49,] 1.079736e-07 2.585289e-07 5.665546e-07 1.115251e-06 1.966876e-06
[50,] 7.268036e-08 1.769776e-07 3.883010e-07 7.612710e-07 1.336073e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.203332e-10 1.151585e-09 1.897084e-09 2.763912e-09 3.561302e-09
 [2,] 1.715271e-09 3.143947e-09 5.122856e-09 7.388548e-09 9.428780e-09
 [3,] 4.477757e-09 8.097281e-09 1.304579e-08 1.862343e-08 2.353647e-08
 [4,] 1.103962e-08 1.967690e-08 3.133225e-08 4.426287e-08 5.539519e-08
 [5,] 2.571542e-08 4.512466e-08 7.097669e-08 9.920107e-08 1.229294e-07
 [6,] 5.662394e-08 9.768319e-08 1.516677e-07 2.096587e-07 2.572190e-07
 [7,] 1.179350e-07 1.996693e-07 3.057653e-07 4.178870e-07 5.074897e-07
 [8,] 2.325142e-07 3.855330e-07 5.816806e-07 7.855847e-07 9.441614e-07
 [9,] 4.343288e-07 7.035427e-07 1.044458e-06 1.393050e-06 1.656472e-06
[10,] 7.695407e-07 1.214171e-06 1.770725e-06 2.330503e-06 2.740781e-06
[11,] 1.295000e-06 1.983318e-06 2.835683e-06 3.679061e-06 4.277232e-06
[12,] 2.073172e-06 3.069735e-06 4.292132e-06 5.482305e-06 6.296758e-06
[13,] 3.163560e-06 4.508459e-06 6.145563e-06 7.714755e-06 8.746550e-06
[14,] 4.612297e-06 6.295086e-06 8.333724e-06 1.025887e-05 1.146767e-05
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[26,] 8.473046e-05 5.695015e-05 3.430134e-05 1.846490e-05 8.865267e-06
[27,] 8.843544e-05 5.932141e-05 3.560545e-05 1.907803e-05 9.108918e-06
[28,] 9.120233e-05 6.095042e-05 3.641681e-05 1.941132e-05 9.215618e-06
[29,] 9.266193e-05 6.161728e-05 3.662817e-05 1.942411e-05 9.175312e-06
[30,] 9.251470e-05 6.117884e-05 3.619189e-05 1.911267e-05 8.996941e-06
[31,] 9.063015e-05 5.962490e-05 3.514595e-05 1.851954e-05 8.710642e-06
[32,] 8.712118e-05 5.711133e-05 3.362372e-05 1.773354e-05 8.365381e-06
[33,] 8.235974e-05 5.395063e-05 3.183780e-05 1.687633e-05 8.020581e-06
[34,] 7.691477e-05 5.055242e-05 3.003613e-05 1.607551e-05 7.732176e-06
[35,] 7.141911e-05 4.732327e-05 2.843828e-05 1.542989e-05 7.536070e-06
[36,] 6.640046e-05 4.455345e-05 2.717021e-05 1.497696e-05 7.434183e-06
[37,] 6.213139e-05 4.232871e-05 2.622057e-05 1.467511e-05 7.388885e-06
[38,] 5.855485e-05 4.050254e-05 2.543794e-05 1.440985e-05 7.329819e-06
[39,] 5.531891e-05 3.874568e-05 2.457563e-05 1.402569e-05 7.172804e-06
[40,] 5.191403e-05 3.666052e-05 2.337197e-05 1.337467e-05 6.845404e-06
[41,] 4.786424e-05 3.392073e-05 2.163849e-05 1.236487e-05 6.310253e-06
[42,] 4.290068e-05 3.038457e-05 1.932350e-05 1.099106e-05 5.577518e-06
[43,] 3.705368e-05 2.614101e-05 1.652854e-05 9.336459e-06 4.702041e-06
[44,] 3.063549e-05 2.147626e-05 1.347429e-05 7.546733e-06 3.766966e-06
[45,] 2.413136e-05 1.678059e-05 1.043300e-05 5.787641e-06 2.860728e-06
[46,] 1.805012e-05 1.243586e-05 7.654901e-06 4.202987e-06 2.055967e-06
[47,] 1.279264e-05 8.725045e-06 5.314063e-06 2.886427e-06 1.396775e-06
[48,] 8.577915e-06 5.788337e-06 3.486798e-06 1.872976e-06 8.963651e-07
[49,] 5.436496e-06 3.628141e-06 2.160956e-06 1.147685e-06 5.430968e-07
[50,] 3.254541e-06 2.147472e-06 1.264416e-06 6.638451e-07 3.105706e-07

> 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  
  4.640e+01   -6.848e-05  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7sals1257280699.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] -3.8072144 -2.9089608 -2.0107071 -1.1124535 -0.2141998  0.6840538
 [7]  1.5823075  2.4805611  3.3788148  4.2770684  5.1753221  6.0735757
[13]  6.9718294  7.8700830  8.7683367  9.6665903 10.5648440 11.4630976
[19] 12.3613513 13.2596049 14.1578586 15.0561122 15.9543659 16.8526195
[25] 17.7508732 18.6491268 19.5473805 20.4456341 21.3438878 22.2421414
[31] 23.1403951 24.0386487 24.9369024 25.8351560 26.7334097 27.6316633
[37] 28.5299170 29.4281706 30.3264243 31.2246779 32.1229316 33.0211852
[43] 33.9194389 34.8176925 35.7159462 36.6141998 37.5124535 38.4107071
[49] 39.3089608 40.2072144

$yords
 [1] -4.2101182 -3.2158276 -2.2215371 -1.2272466 -0.2329560  0.7613345
 [7]  1.7556251  2.7499156  3.7442061  4.7384967  5.7327872  6.7270777
[13]  7.7213683  8.7156588  9.7099494 10.7042399 11.6985304 12.6928210
[19] 13.6871115 14.6814020 15.6756926 16.6699831 17.6642737 18.6585642
[25] 19.6528547 20.6471453 21.6414358 22.6357263 23.6300169 24.6243074
[31] 25.6185980 26.6128885 27.6071790 28.6014696 29.5957601 30.5900506
[37] 31.5843412 32.5786317 33.5729223 34.5672128 35.5615033 36.5557939
[43] 37.5500844 38.5443749 39.5386655 40.5329560 41.5272466 42.5215371
[49] 43.5158276 44.5101182

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.710175e-03 1.257143e-02 2.342807e-02 3.047770e-02 2.767612e-02
 [2,] 2.640723e-03 9.368418e-03 2.330951e-02 4.050757e-02 4.914324e-02
 [3,] 1.132384e-03 4.931070e-03 1.623655e-02 3.763903e-02 6.098170e-02
 [4,] 8.586408e-04 2.107954e-03 8.076604e-03 2.456021e-02 5.297633e-02
 [5,] 2.438191e-03 1.970829e-03 3.613676e-03 1.171519e-02 3.256184e-02
 [6,] 7.423019e-03 5.567622e-03 4.255788e-03 5.911691e-03 1.536926e-02
 [7,] 1.703987e-02 1.531209e-02 1.147432e-02 8.635226e-03 9.580252e-03
 [8,] 2.881548e-02 3.214340e-02 2.815942e-02 2.145806e-02 1.635216e-02
 [9,] 3.690713e-02 5.064306e-02 5.368165e-02 4.649905e-02 3.655280e-02
[10,] 3.864059e-02 6.191899e-02 7.871703e-02 7.992121e-02 6.946809e-02
[11,] 3.640308e-02 6.380249e-02 9.238728e-02 1.090176e-01 1.070276e-01
[12,] 3.128615e-02 6.008207e-02 9.434993e-02 1.236727e-01 1.359510e-01
[13,] 2.242614e-02 5.070271e-02 8.863598e-02 1.258831e-01 1.502869e-01
[14,] 1.225814e-02 3.474332e-02 7.280483e-02 1.173418e-01 1.528969e-01
[15,] 5.072005e-03 1.795712e-02 4.737834e-02 9.288281e-02 1.401506e-01
[16,] 2.229945e-03 7.361381e-03 2.321052e-02 5.705777e-02 1.057667e-01
[17,] 2.275113e-03 4.207719e-03 9.955040e-03 2.673683e-02 6.103791e-02
[18,] 3.194770e-03 5.579489e-03 8.015205e-03 1.308677e-02 2.795597e-02
[19,] 3.462992e-03 7.752602e-03 1.232209e-02 1.485984e-02 1.732136e-02
[20,] 2.646537e-03 7.886724e-03 1.642993e-02 2.407969e-02 2.565880e-02
[21,] 1.413954e-03 5.628007e-03 1.563868e-02 3.035377e-02 4.127469e-02
[22,] 5.277154e-04 2.806397e-03 1.041772e-02 2.699551e-02 4.884482e-02
[23,] 1.375763e-04 9.775387e-04 4.848351e-03 1.678518e-02 4.056388e-02
[24,] 2.505324e-05 2.378464e-04 1.576153e-03 7.290712e-03 2.354030e-02
[25,] 3.186844e-06 4.042367e-05 3.579149e-04 2.212041e-03 9.542812e-03
[26,] 2.831614e-07 4.799006e-06 5.677243e-05 4.688061e-04 2.702206e-03
[27,] 1.757453e-08 3.979635e-07 6.290305e-06 6.940163e-05 5.344870e-04
[28,] 7.619212e-10 2.305217e-08 4.868358e-07 7.176666e-06 7.384692e-05
[29,] 2.307344e-11 9.327310e-10 2.631900e-08 5.183843e-07 7.126951e-06
[30,] 4.880807e-13 2.636197e-11 9.938780e-10 2.615518e-08 4.804541e-07
[31,] 7.211861e-15 5.204463e-13 2.621641e-11 9.218074e-10 2.262437e-08
[32,] 7.443516e-17 7.177101e-15 4.830463e-13 2.269331e-11 7.441776e-10
[33,] 5.366446e-19 6.913531e-17 6.217013e-15 3.902413e-13 1.709835e-11
[34,] 2.702538e-21 4.651866e-19 5.589222e-17 4.687540e-15 2.744151e-13
[35,] 9.506778e-24 2.186407e-21 3.509921e-19 3.933084e-17 3.076369e-15
[36,] 2.335982e-26 7.178101e-24 1.539637e-21 2.305135e-19 2.409040e-17
[37,] 4.009442e-29 1.646138e-26 4.717556e-24 9.437075e-22 1.317732e-19
[38,] 4.807008e-32 2.636935e-29 1.009700e-26 2.698702e-24 5.034855e-22
[39,] 4.025707e-35 2.950591e-32 1.509539e-29 5.390748e-27 1.343765e-24
[40,] 2.354973e-38 2.306190e-35 1.576422e-32 7.521761e-30 2.505163e-27
[41,] 9.622907e-42 1.259092e-38 1.149946e-35 7.331056e-33 3.262310e-30
[42,] 2.746649e-45 4.801718e-42 5.859473e-39 4.991028e-36 2.967501e-33
[43,] 5.476163e-49 1.279123e-45 2.085529e-42 2.373504e-39 1.885528e-36
[44,] 7.626422e-53 2.380121e-49 5.184962e-46 7.884272e-43 8.368490e-40
[45,] 7.419025e-57 3.093623e-53 9.004427e-50 1.829424e-46 2.594430e-43
[46,] 5.041379e-61 2.808743e-57 1.092303e-53 2.965128e-50 5.618409e-47
[47,] 2.392921e-65 1.781285e-61 9.255640e-58 3.356983e-54 8.498871e-51
[48,] 7.933958e-70 7.891090e-66 5.478381e-62 2.654831e-58 8.980305e-55
[49,] 1.837424e-74 2.441738e-70 2.264940e-66 1.466507e-62 6.627974e-59
[50,] 2.972470e-79 5.277758e-75 6.541080e-71 5.658729e-67 3.417101e-63
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.754290e-02 7.761924e-03 2.397222e-03 5.167941e-04 7.776728e-05
 [2,] 4.161796e-02 2.460242e-02 1.015197e-02 2.924130e-03 5.879154e-04
 [3,] 6.898571e-02 5.448034e-02 3.003436e-02 1.155803e-02 3.104770e-03
 [4,] 7.997580e-02 8.433625e-02 6.209763e-02 3.192142e-02 1.145530e-02
 [5,] 6.514641e-02 9.150554e-02 8.987339e-02 6.166560e-02 2.954841e-02
 [6,] 3.824458e-02 7.043814e-02 9.170439e-02 8.369739e-02 5.343828e-02
 [7,] 1.901433e-02 4.083708e-02 6.806781e-02 8.135575e-02 6.858854e-02
 [8,] 1.567007e-02 2.366321e-02 4.186771e-02 6.112183e-02 6.562782e-02
 [9,] 2.862720e-02 2.555562e-02 3.136674e-02 4.478280e-02 5.495599e-02
[10,] 5.682232e-02 4.593513e-02 4.029269e-02 4.423536e-02 5.295496e-02
[11,] 9.459162e-02 8.066390e-02 6.721303e-02 5.966331e-02 6.278485e-02
[12,] 1.303595e-01 1.182175e-01 1.047326e-01 8.967560e-02 8.151942e-02
[13,] 1.548169e-01 1.462923e-01 1.366271e-01 1.250266e-01 1.097069e-01
[14,] 1.681837e-01 1.637091e-01 1.534435e-01 1.475152e-01 1.387866e-01
[15,] 1.707287e-01 1.759111e-01 1.634870e-01 1.527318e-01 1.510358e-01
[16,] 1.520590e-01 1.769189e-01 1.740150e-01 1.562953e-01 1.465392e-01
[17,] 1.082633e-01 1.511449e-01 1.714942e-01 1.639108e-01 1.443255e-01
[18,] 5.858933e-02 1.007304e-01 1.392143e-01 1.567646e-01 1.477446e-01
[19,] 2.734797e-02 5.138510e-02 8.684040e-02 1.210894e-01 1.371897e-01
[20,] 2.312023e-02 2.607144e-02 4.257444e-02 7.192846e-02 1.031040e-01
[21,] 3.996759e-02 3.011265e-02 2.513895e-02 3.528862e-02 6.095298e-02
[22,] 6.179923e-02 5.515086e-02 3.670711e-02 2.482622e-02 3.146201e-02
[23,] 6.843692e-02 8.067178e-02 6.680880e-02 4.061714e-02 2.470962e-02
[24,] 5.305542e-02 8.347478e-02 9.173348e-02 7.075246e-02 4.013153e-02
[25,] 2.873622e-02 6.040265e-02 8.863002e-02 9.083263e-02 6.539444e-02
[26,] 1.087210e-02 3.053360e-02 5.985705e-02 8.191317e-02 7.830793e-02
[27,] 2.873255e-03 1.078154e-02 2.823950e-02 5.163055e-02 6.589763e-02
[28,] 5.304100e-04 2.659257e-03 9.306332e-03 2.273352e-02 3.876412e-02
[29,] 6.839515e-05 4.581590e-04 2.142282e-03 6.992083e-03 1.592967e-02
[30,] 6.160496e-06 5.513773e-05 3.444700e-04 1.502186e-03 4.572621e-03
[31,] 3.875989e-07 4.635088e-06 3.869036e-05 2.254328e-04 9.168555e-04
[32,] 1.703433e-08 2.721715e-07 3.035497e-06 2.363124e-05 1.284140e-04
[33,] 5.229313e-10 1.116361e-08 1.663543e-07 1.730345e-06 1.256322e-05
[34,] 1.121349e-11 3.198475e-10 6.368169e-09 8.850253e-08 8.585512e-07
[35,] 1.679630e-13 6.401149e-12 1.702832e-10 3.161950e-09 4.098338e-08
[36,] 1.757362e-15 8.948454e-14 3.180564e-12 7.890958e-11 1.366548e-09
[37,] 1.284360e-17 8.738075e-16 4.149675e-14 1.375568e-12 3.182872e-11
[38,] 6.556754e-20 5.960188e-18 3.781817e-16 1.674984e-14 5.178335e-13
[39,] 2.338123e-22 2.839754e-20 2.407484e-18 1.424675e-16 5.884879e-15
[40,] 5.824013e-25 9.451003e-23 1.070540e-20 8.464424e-19 4.671554e-17
[41,] 1.013337e-27 2.197109e-25 3.325207e-23 3.512817e-21 2.590370e-19
[42,] 1.231577e-30 3.567810e-28 7.214581e-26 1.018334e-23 1.003318e-21
[43,] 1.045553e-33 4.046955e-31 1.093402e-28 2.062060e-26 2.714513e-24
[44,] 6.200155e-37 3.206470e-34 1.157500e-31 2.916654e-29 5.130006e-27
[45,] 2.568264e-40 1.774625e-37 8.559389e-35 2.881699e-32 6.772109e-30
[46,] 7.431103e-44 6.860605e-41 4.421207e-38 1.988790e-35 6.244626e-33
[47,] 1.501908e-47 1.852656e-44 1.595201e-41 9.587508e-39 4.022217e-36
[48,] 2.120388e-51 3.494690e-48 4.020420e-45 3.228522e-42 1.809696e-39
[49,] 2.090969e-55 4.604511e-52 7.077645e-49 7.593881e-46 5.687325e-43
[50,] 1.440346e-59 4.237845e-56 8.703472e-53 1.247699e-49 1.248522e-46
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 8.168572e-06 5.989143e-07 3.065160e-08 1.094992e-09 2.730481e-11
 [2,] 8.250953e-05 8.082832e-06 5.527051e-07 2.638109e-08 8.789472e-10
 [3,] 5.821724e-04 7.619868e-05 6.961708e-06 4.439715e-07 1.976359e-08
 [4,] 2.869661e-03 5.018144e-04 6.125443e-05 5.219260e-06 3.104242e-07
 [5,] 9.886114e-03 2.309243e-03 3.765618e-04 4.286533e-05 3.406183e-06
 [6,] 2.384692e-02 7.434310e-03 1.618630e-03 2.460769e-04 2.611913e-05
 [7,] 4.059380e-02 1.682936e-02 4.881153e-03 9.896381e-04 1.401872e-04
 [8,] 5.036816e-02 2.736660e-02 1.047424e-02 2.815149e-03 5.302336e-04
 [9,] 5.106953e-02 3.464719e-02 1.691655e-02 5.891499e-03 1.454102e-03
[10,] 5.400808e-02 4.210819e-02 2.436799e-02 1.035796e-02 3.206692e-03
[11,] 6.723322e-02 5.927061e-02 3.946075e-02 1.951728e-02 7.185581e-03
[12,] 8.468366e-02 8.484926e-02 6.820816e-02 4.114143e-02 1.852853e-02
[13,] 1.020901e-01 1.051388e-01 1.008294e-01 7.709670e-02 4.480729e-02
[14,] 1.244036e-01 1.173659e-01 1.191989e-01 1.112041e-01 8.388987e-02
[15,] 1.457740e-01 1.326045e-01 1.248400e-01 1.245847e-01 1.155367e-01
[16,] 1.494760e-01 1.476808e-01 1.346670e-01 1.244818e-01 1.227771e-01
[17,] 1.376009e-01 1.455761e-01 1.462399e-01 1.315352e-01 1.183031e-01
[18,] 1.297852e-01 1.282064e-01 1.409477e-01 1.420820e-01 1.242373e-01
[19,] 1.290889e-01 1.154307e-01 1.200527e-01 1.360851e-01 1.354385e-01
[20,] 1.187704e-01 1.128008e-01 1.044057e-01 1.145374e-01 1.315629e-01
[21,] 9.105627e-02 1.070347e-01 1.030511e-01 9.899910e-02 1.127115e-01
[22,] 5.675242e-02 8.782337e-02 1.040967e-01 1.007356e-01 9.920390e-02
[23,] 3.131075e-02 5.895100e-02 9.168119e-02 1.070166e-01 1.026738e-01
[24,] 2.412971e-02 3.341669e-02 6.403589e-02 9.689538e-02 1.094065e-01
[25,] 3.519056e-02 2.261325e-02 3.537977e-02 6.702944e-02 9.694951e-02
[26,] 5.273092e-02 2.740246e-02 2.002265e-02 3.494780e-02 6.417473e-02
[27,] 5.877827e-02 3.711205e-02 1.904759e-02 1.653133e-02 3.114684e-02
[28,] 4.614562e-02 3.841602e-02 2.282547e-02 1.192025e-02 1.256340e-02
[29,] 2.533292e-02 2.812817e-02 2.186611e-02 1.229450e-02 6.786441e-03
[30,] 9.715776e-03 1.441032e-02 1.492498e-02 1.084255e-02 5.819346e-03
[31,] 2.602881e-03 5.157973e-03 7.135043e-03 6.893923e-03 4.686170e-03
[32,] 4.870886e-04 1.289654e-03 2.383478e-03 3.075079e-03 2.772232e-03
[33,] 6.367058e-05 2.252403e-04 5.561900e-04 9.586826e-04 1.153606e-03
[34,] 5.813613e-06 2.747866e-05 9.065975e-05 2.087871e-04 3.356374e-04
[35,] 3.707916e-07 2.341648e-06 1.032245e-05 3.176240e-05 6.822046e-05
[36,] 1.651921e-08 1.393873e-07 8.209687e-07 3.375200e-06 9.685947e-06
[37,] 5.140743e-10 5.795650e-09 4.560870e-08 2.505318e-07 9.606109e-07
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[18,] 4.988697e-03 6.212497e-03 5.586694e-03 4.089271e-03 3.620943e-03
[19,] 7.012000e-03 1.152851e-02 1.344889e-02 1.154476e-02 8.589299e-03
[20,] 7.171987e-03 1.517728e-02 2.324092e-02 2.546945e-02 2.114565e-02
[21,] 6.326203e-03 1.473796e-02 2.872076e-02 4.094056e-02 4.234145e-02
[22,] 8.009764e-03 1.282897e-02 2.670545e-02 4.767201e-02 6.320728e-02
[23,] 1.794349e-02 1.598544e-02 2.339657e-02 4.300358e-02 6.980520e-02
[24,] 4.734601e-02 3.121447e-02 2.938840e-02 3.874355e-02 6.231019e-02
[25,] 1.154559e-01 6.914459e-02 5.200926e-02 4.956829e-02 5.904078e-02
[26,] 2.314051e-01 1.487031e-01 9.968757e-02 8.164236e-02 7.694146e-02
[27,] 3.601745e-01 2.783428e-01 1.905653e-01 1.407931e-01 1.198243e-01
[28,] 4.362212e-01 4.190093e-01 3.326212e-01 2.449878e-01 1.926044e-01
[29,] 4.428294e-01 5.014266e-01 4.830904e-01 4.003747e-01 3.138686e-01
[30,] 4.439426e-01 5.137348e-01 5.710953e-01 5.585563e-01 4.839706e-01
[31,] 4.991096e-01 5.291456e-01 5.918033e-01 6.492199e-01 6.457316e-01
[32,] 5.780203e-01 6.030850e-01 6.235750e-01 6.764410e-01 7.323197e-01
[33,] 6.004412e-01 6.870847e-01 7.103298e-01 7.183173e-01 7.578943e-01
[34,] 5.346035e-01 6.948680e-01 7.882652e-01 8.037973e-01 7.960648e-01
[35,] 4.116717e-01 6.076131e-01 7.760465e-01 8.634200e-01 8.638311e-01
[36,] 2.767652e-01 4.668881e-01 6.701306e-01 8.303717e-01 8.981030e-01
[37,] 1.642419e-01 3.196418e-01 5.171379e-01 7.122413e-01 8.491212e-01
[38,] 8.917224e-02 1.993539e-01 3.631776e-01 5.542118e-01 7.269352e-01
[39,] 4.536587e-02 1.170900e-01 2.389792e-01 4.001621e-01 5.710887e-01
[40,] 2.056752e-02 6.376892e-02 1.495613e-01 2.761052e-01 4.229193e-01
[41,] 7.579115e-03 2.963165e-02 8.437528e-02 1.799968e-01 3.020045e-01
[42,] 2.117572e-03 1.077446e-02 3.905325e-02 1.023944e-01 2.003323e-01
[43,] 4.327967e-04 2.910180e-03 1.378901e-02 4.638191e-02 1.125930e-01
[44,] 6.368050e-05 5.696339e-04 3.572428e-03 1.576251e-02 4.933049e-02
[45,] 6.696103e-06 7.990161e-05 6.668860e-04 3.899618e-03 1.603936e-02
[46,] 5.011747e-07 7.986392e-06 8.892063e-05 6.922785e-04 3.775916e-03
[47,] 2.662419e-08 5.668352e-07 8.427646e-06 8.753551e-05 6.357683e-04
[48,] 1.001476e-09 2.849107e-08 5.659029e-07 7.849024e-06 7.605529e-05
[49,] 2.661538e-11 1.011831e-09 2.685338e-08 4.975552e-07 6.437727e-06
[50,] 4.987609e-13 2.533810e-11 8.985618e-10 2.224491e-08 3.844767e-07
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.091744e-20 5.175034e-22 8.936918e-24 1.077288e-25 9.064524e-28
 [2,] 3.776985e-18 1.248511e-19 2.880774e-21 4.639761e-23 5.216164e-25
 [3,] 4.763818e-16 2.103994e-17 6.486398e-19 1.395829e-20 2.096670e-22
 [4,] 4.197025e-14 2.476698e-15 1.020175e-16 2.933225e-18 5.886883e-20
 [5,] 2.582881e-12 2.036471e-13 1.120784e-14 4.305613e-16 1.154562e-17
 [6,] 1.110309e-10 1.169661e-11 8.600936e-13 4.414698e-14 1.581705e-15
 [7,] 3.333955e-09 4.692648e-10 4.610479e-11 3.161867e-12 1.513597e-13
 [8,] 6.992816e-08 1.315081e-08 1.726326e-09 1.581840e-10 1.011746e-11
 [9,] 1.024522e-06 2.574327e-07 4.515191e-08 5.527874e-09 4.723994e-10
[10,] 1.048499e-05 3.520078e-06 8.249105e-07 1.349370e-07 1.540723e-08
[11,] 7.495400e-05 3.362155e-05 1.052721e-05 2.300803e-06 3.510065e-07
[12,] 3.742969e-04 2.243185e-04 9.384217e-05 2.740343e-05 5.585762e-06
[13,] 1.305870e-03 1.045476e-03 5.843414e-04 2.279864e-04 6.209073e-05
[14,] 3.185401e-03 3.404544e-03 2.541834e-03 1.324953e-03 4.821157e-04
[15,] 5.451396e-03 7.754236e-03 7.726246e-03 5.379184e-03 2.614965e-03
[16,] 6.652906e-03 1.241170e-02 1.643398e-02 1.526292e-02 9.908876e-03
[17,] 6.234496e-03 1.427662e-02 2.462371e-02 3.032603e-02 2.624688e-02
[18,] 5.839823e-03 1.299041e-02 2.679804e-02 4.258588e-02 4.873200e-02
[19,] 8.202078e-03 1.247448e-02 2.398924e-02 4.408272e-02 6.424529e-02
[20,] 1.648707e-02 1.702215e-02 2.404195e-02 3.945223e-02 6.371582e-02
[21,] 3.466792e-02 2.923206e-02 3.228952e-02 4.185389e-02 5.808452e-02
[22,] 6.214941e-02 5.156123e-02 4.819076e-02 5.571624e-02 6.579151e-02
[23,] 8.597565e-02 8.130399e-02 7.068620e-02 7.389380e-02 8.695435e-02
[24,] 9.106839e-02 1.039746e-01 9.616398e-02 9.067846e-02 1.048074e-01
[25,] 8.276900e-02 1.075967e-01 1.134880e-01 1.048592e-01 1.098296e-01
[26,] 8.419622e-02 1.033373e-01 1.180077e-01 1.143714e-01 1.077286e-01
[27,] 1.110873e-01 1.144518e-01 1.246327e-01 1.240217e-01 1.095801e-01
[28,] 1.651430e-01 1.517789e-01 1.507800e-01 1.483658e-01 1.287761e-01
[29,] 2.537015e-01 2.168494e-01 2.001643e-01 1.944295e-01 1.755802e-01
[30,] 3.952291e-01 3.221663e-01 2.762210e-01 2.583531e-01 2.452150e-01
[31,] 5.782842e-01 4.826092e-01 3.960184e-01 3.450964e-01 3.262299e-01
[32,] 7.351703e-01 6.697413e-01 5.656898e-01 4.716859e-01 4.212543e-01
[33,] 8.070155e-01 8.081909e-01 7.394978e-01 6.320637e-01 5.414398e-01
[34,] 8.190860e-01 8.535772e-01 8.434627e-01 7.703587e-01 6.701577e-01
[35,] 8.395219e-01 8.435868e-01 8.553214e-01 8.274296e-01 7.544093e-01
[36,] 8.801272e-01 8.417381e-01 8.253271e-01 8.087265e-01 7.623537e-01
[37,] 8.909113e-01 8.582785e-01 8.105350e-01 7.730471e-01 7.267478e-01
[38,] 8.336713e-01 8.536406e-01 8.154569e-01 7.634369e-01 7.053912e-01
[39,] 7.135767e-01 7.932290e-01 8.025583e-01 7.691489e-01 7.167082e-01
[40,] 5.646515e-01 6.766852e-01 7.381129e-01 7.488737e-01 7.276667e-01
[41,] 4.255776e-01 5.357687e-01 6.224965e-01 6.750534e-01 6.952460e-01
[42,] 3.089134e-01 4.056938e-01 4.881328e-01 5.568396e-01 6.070300e-01
[43,] 2.039568e-01 2.931194e-01 3.651581e-01 4.272410e-01 4.847816e-01
[44,] 1.114660e-01 1.887557e-01 2.568468e-01 3.098864e-01 3.593712e-01
[45,] 4.682142e-02 9.898582e-02 1.582936e-01 2.075392e-01 2.479654e-01
[46,] 1.449345e-02 3.956216e-02 7.868687e-02 1.201938e-01 1.547787e-01
[47,] 3.236063e-03 1.160533e-02 2.970495e-02 5.594565e-02 8.272254e-02
[48,] 5.154226e-04 2.449571e-03 8.218994e-03 1.979485e-02 3.558825e-02
[49,] 5.819844e-05 3.681016e-04 1.634526e-03 5.140151e-03 1.170080e-02
[50,] 4.640713e-06 3.914450e-05 2.311458e-04 9.598236e-04 2.835679e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 5.323872e-30 2.182629e-32 6.245996e-35 1.247651e-37 1.739616e-40
 [2,] 4.093325e-27 2.242183e-29 8.573045e-32 2.288067e-34 4.262571e-37
 [3,] 2.198353e-24 1.608920e-26 8.219410e-29 2.931005e-31 7.295609e-34
 [4,] 8.246980e-22 8.064438e-24 5.504561e-26 2.622653e-28 8.722240e-31
 [5,] 2.161071e-19 2.823517e-21 2.575023e-23 1.639236e-25 7.284018e-28
 [6,] 3.955665e-17 6.905309e-19 8.414264e-21 7.156797e-23 4.249036e-25
 [7,] 5.057624e-15 1.179648e-16 1.920559e-18 2.182591e-20 1.731356e-22
 [8,] 4.516999e-13 1.407661e-14 3.062073e-16 4.649460e-18 4.927864e-20
 [9,] 2.817929e-11 1.173330e-12 3.410201e-14 6.918456e-16 9.797328e-18
[10,] 1.227969e-09 6.831563e-11 2.652907e-12 7.191071e-14 1.360612e-15
[11,] 3.737837e-08 2.778402e-09 1.441582e-10 5.220993e-12 1.319885e-13
[12,] 7.947485e-07 7.893083e-08 5.471836e-09 2.647824e-10 8.943640e-12
[13,] 1.180363e-05 1.566299e-06 1.450786e-07 9.379971e-09 4.233202e-10
[14,] 1.224559e-04 2.171102e-05 2.686897e-06 2.321087e-07 1.399591e-08
[15,] 8.874089e-04 2.102145e-04 3.475958e-05 4.011962e-06 3.232278e-07
[16,] 4.492252e-03 1.421764e-03 3.141060e-04 4.843945e-05 5.214263e-06
[17,] 1.588821e-02 6.717328e-03 1.982727e-03 4.085270e-04 5.875632e-05
[18,] 3.929212e-02 2.217544e-02 8.743072e-03 2.406744e-03 4.624830e-04
[19,] 6.820575e-02 5.120883e-02 2.694164e-02 9.905330e-03 2.542900e-03
[20,] 8.462001e-02 8.316772e-02 5.810729e-02 2.849310e-02 9.768186e-03
[21,] 8.119955e-02 9.743750e-02 8.838732e-02 5.741344e-02 2.623216e-02
[22,] 7.695272e-02 9.165739e-02 9.826862e-02 8.191892e-02 4.940477e-02
[23,] 9.323915e-02 9.214655e-02 9.216620e-02 8.703766e-02 6.627068e-02
[24,] 1.220794e-01 1.188576e-01 1.000278e-01 8.311602e-02 6.796069e-02
[25,] 1.362815e-01 1.534961e-01 1.359372e-01 9.854160e-02 6.770506e-02
[26,] 1.254849e-01 1.609209e-01 1.722541e-01 1.391322e-01 8.802312e-02
[27,] 1.060446e-01 1.339254e-01 1.711254e-01 1.720807e-01 1.271343e-01
[28,] 1.026752e-01 1.004555e-01 1.316596e-01 1.628218e-01 1.527160e-01
[29,] 1.342385e-01 9.553100e-02 9.075558e-02 1.176270e-01 1.379361e-01
[30,] 2.047771e-01 1.396888e-01 8.790813e-02 7.698541e-02 9.450775e-02
[31,] 2.989398e-01 2.309871e-01 1.420602e-01 7.861883e-02 6.044495e-02
[32,] 3.969208e-01 3.457250e-01 2.465724e-01 1.376386e-01 6.692723e-02
[33,] 4.940453e-01 4.551163e-01 3.718158e-01 2.441287e-01 1.241886e-01
[34,] 5.928024e-01 5.452574e-01 4.818718e-01 3.656475e-01 2.205483e-01
[35,] 6.727168e-01 6.120995e-01 5.567770e-01 4.644168e-01 3.248852e-01
[36,] 6.967663e-01 6.392445e-01 5.907188e-01 5.205066e-01 4.041675e-01
[37,] 6.658143e-01 6.125743e-01 5.758016e-01 5.298264e-01 4.432995e-01
[38,] 6.318210e-01 5.611904e-01 5.190155e-01 4.922880e-01 4.403119e-01
[39,] 6.395537e-01 5.431242e-01 4.656985e-01 4.278769e-01 3.992094e-01
[40,] 6.761273e-01 5.816469e-01 4.674563e-01 3.843383e-01 3.434141e-01
[41,] 6.879220e-01 6.352575e-01 5.256115e-01 3.998114e-01 3.128107e-01
[42,] 6.382009e-01 6.397905e-01 5.815452e-01 4.606717e-01 3.316084e-01
[43,] 5.350603e-01 5.723281e-01 5.732503e-01 5.057871e-01 3.810480e-01
[44,] 4.104074e-01 4.592583e-01 4.937713e-01 4.847297e-01 4.089549e-01
[45,] 2.902631e-01 3.363588e-01 3.795801e-01 4.029223e-01 3.800389e-01
[46,] 1.871137e-01 2.242153e-01 2.642521e-01 2.974367e-01 3.058115e-01
[47,] 1.067502e-01 1.329205e-01 1.642452e-01 1.961123e-01 2.171783e-01
[48,] 5.173016e-02 6.819305e-02 8.846382e-02 1.127415e-01 1.352494e-01
[49,] 2.028471e-02 2.948399e-02 4.033984e-02 5.474567e-02 7.157303e-02
[50,] 6.137026e-03 1.038661e-02 1.536079e-02 2.204289e-02 3.122402e-02
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.693104e-43 1.150227e-46 5.454459e-50 1.805476e-53 4.171562e-57
 [2,] 5.542993e-40 5.031373e-43 3.187844e-46 1.409871e-49 4.352400e-53
 [3,] 1.267583e-36 1.537308e-39 1.301409e-42 7.690210e-46 3.171976e-49
 [4,] 2.024814e-33 3.281042e-36 3.711137e-39 2.930040e-42 1.614758e-45
 [5,] 2.259282e-30 4.891468e-33 7.392249e-36 7.798038e-39 5.741979e-42
 [6,] 1.760889e-27 5.093814e-30 1.028544e-32 1.449685e-35 1.426238e-38
 [7,] 9.586723e-25 3.705300e-27 9.996439e-30 1.882515e-32 2.474567e-35
 [8,] 3.645732e-22 1.882696e-24 6.786477e-27 1.707575e-29 2.999043e-32
 [9,] 9.684470e-20 6.682109e-22 3.218251e-24 1.081926e-26 2.538883e-29
[10,] 1.796987e-17 1.656628e-19 1.066040e-21 4.788432e-24 1.501347e-26
[11,] 2.329104e-15 2.868871e-17 2.466619e-19 1.480348e-21 6.201458e-24
[12,] 2.108673e-13 3.470353e-15 3.986639e-17 3.196767e-19 1.789300e-21
[13,] 1.333540e-11 2.932330e-13 4.500785e-15 4.822081e-17 3.606192e-19
[14,] 5.890885e-10 1.730731e-11 3.549338e-13 5.080844e-15 5.076829e-17
[15,] 1.817734e-08 7.135452e-10 1.955157e-11 3.739489e-13 4.992421e-15
[16,] 3.917930e-07 2.054896e-08 7.523021e-10 1.922495e-11 3.429307e-13
[17,] 5.898750e-06 4.133666e-07 2.021994e-08 6.903908e-10 1.645427e-11
[18,] 6.203551e-05 5.808408e-06 3.796153e-07 1.731812e-08 5.514759e-10
[19,] 4.557241e-04 5.701075e-05 4.978338e-06 3.034474e-07 1.291075e-08
[20,] 2.338632e-03 3.908763e-04 4.560405e-05 3.714009e-06 2.111313e-07
[21,] 8.385006e-03 1.872100e-03 2.918153e-04 3.175277e-05 2.411744e-06
[22,] 2.102465e-02 6.265322e-03 1.304464e-03 1.896310e-04 1.924376e-05
[23,] 3.703477e-02 1.467087e-02 4.075142e-03 7.911787e-04 1.072612e-04
[24,] 4.685739e-02 2.419397e-02 8.913825e-03 2.307364e-03 4.176949e-04
[25,] 4.702763e-02 2.901495e-02 1.378240e-02 4.716598e-03 1.137321e-03
[26,] 5.014714e-02 2.904135e-02 1.578172e-02 6.852864e-03 2.174033e-03
[27,] 7.111610e-02 3.393154e-02 1.614245e-02 7.573593e-03 2.978434e-03
[28,] 1.034866e-01 5.178332e-02 2.101014e-02 8.152527e-03 3.227239e-03
[29,] 1.201810e-01 7.488199e-02 3.384612e-02 1.188472e-02 3.773127e-03
[30,] 1.036592e-01 8.371972e-02 4.806686e-02 1.977656e-02 6.114039e-03
[31,] 6.780357e-02 6.890743e-02 5.153463e-02 2.731462e-02 1.029049e-02
[32,] 4.352413e-02 4.325647e-02 4.042739e-02 2.798255e-02 1.371315e-02
[33,] 5.323973e-02 2.862040e-02 2.449369e-02 2.089622e-02 1.337967e-02
[34,] 1.024902e-01 3.897826e-02 1.716483e-02 1.231003e-02 9.503122e-03
[35,] 1.796291e-01 7.634152e-02 2.593950e-02 9.383579e-03 5.499738e-03
[36,] 2.589441e-01 1.308603e-01 5.085243e-02 1.553548e-02 4.668696e-03
[37,] 3.166114e-01 1.845394e-01 8.490019e-02 3.011740e-02 8.310648e-03
[38,] 3.435190e-01 2.232787e-01 1.175636e-01 4.898209e-02 1.581164e-02
[39,] 3.384167e-01 2.423291e-01 1.420153e-01 6.707104e-02 2.514914e-02
[40,] 3.058176e-01 2.400807e-01 1.557392e-01 8.166327e-02 3.436690e-02
[41,] 2.655382e-01 2.197007e-01 1.567799e-01 9.119914e-02 4.253679e-02
[42,] 2.453066e-01 1.943428e-01 1.466388e-01 9.390577e-02 4.862211e-02
[43,] 2.591558e-01 1.804338e-01 1.321014e-01 9.003586e-02 5.137289e-02
[44,] 2.908575e-01 1.863569e-01 1.217226e-01 8.204283e-02 5.037934e-02
[45,] 3.024540e-01 2.016599e-01 1.212824e-01 7.412291e-02 4.597103e-02
[46,] 2.724123e-01 2.022759e-01 1.256665e-01 7.067057e-02 4.031393e-02
[47,] 2.127131e-01 1.766275e-01 1.213547e-01 6.989217e-02 3.661203e-02
[48,] 1.454138e-01 1.339882e-01 1.027773e-01 6.494556e-02 3.452641e-02
[49,] 8.537788e-02 8.812698e-02 7.574659e-02 5.336324e-02 3.087916e-02
[50,] 4.151781e-02 4.873227e-02 4.787386e-02 3.817940e-02 2.461849e-02

> 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  
     0.5647       1.1329  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1zt671257280699.ps tmp/1zt671257280699.png")
> system("convert tmp/2oa2h1257280699.ps tmp/2oa2h1257280699.png")
> system("convert tmp/3xxdh1257280699.ps tmp/3xxdh1257280699.png")
> system("convert tmp/4fqxt1257280699.ps tmp/4fqxt1257280699.png")
> system("convert tmp/5otc81257280699.ps tmp/5otc81257280699.png")
> system("convert tmp/6grlm1257280699.ps tmp/6grlm1257280699.png")
> system("convert tmp/7sals1257280699.ps tmp/7sals1257280699.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.400   1.890   3.857