R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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(1178,2141,2238,2685,4341,5376,4478,6404,4617,3024,1897,2075,1351,2211,2453,3042,4765,4992,4601,6266,4812,3159,1916,2237,1595,2453,2226,3597,4706,4974,5756,5493,5004,3225,2006,2291,1588,2105,2191,3591,4668,4885,5822,5599,5340,3082,2010,2301,1514,1979,2480,3499,4676,5585,5610,5796,6199,3030,1930,2552)
> y <- c(2529,2196,3202,2718,2728,2354,2697,2651,2067,2641,2539,2294,2712,2314,3092,2677,2813,2668,2939,2617,2231,2481,2421,2408,2560,2100,3315,2801,2403,3024,2507,2980,2211,2471,2594,2452,2232,2373,3127,2802,2641,2787,2619,2806,2193,2323,2529,2412,2262,2154,3230,2295,2715,2733,2317,2730,1913,2390,2484,1960)
> x <- c(314,318,320,323,325,327,330,331,332,334,334,334,339,345,346,352,355,358,361,363,364,365,366,370,371,371,372,373,373,374,375,375,376,376,377,377,378,379,380,384,389,390,391,392,393,394,394,395,396,397,398,399,400,400,401,401,406,407,423,427)
> par7 = 'Huwelijken'
> par6 = 'Echtscheidingen'
> par5 = 'Werkloosheid'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.23 loaded
Copyright M. P. Wand 1997-2009

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/18nz91262012800.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/2bhzt1262012800.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/30usu1262012800.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/4wmka1262012800.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/50avn1262012800.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  
   3255.268       -1.886  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6pb1x1262012800.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] 1702.805 1739.997 1777.189 1814.380 1851.572 1888.764 1925.955 1963.147
 [9] 2000.338 2037.530 2074.722 2111.913 2149.105 2186.296 2223.488 2260.680
[17] 2297.871 2335.063 2372.255 2409.446 2446.638 2483.829 2521.021 2558.213
[25] 2595.404 2632.596 2669.787 2706.979 2744.171 2781.362 2818.554 2855.745
[33] 2892.937 2930.129 2967.320 3004.512 3041.704 3078.895 3116.087 3153.278
[41] 3190.470 3227.662 3264.853 3302.045 3339.236 3376.428 3413.620 3450.811
[49] 3488.003 3525.195

$yords
 [1]  521.0762  654.5425  788.0088  921.4751 1054.9413 1188.4076 1321.8739
 [8] 1455.3402 1588.8064 1722.2727 1855.7390 1989.2053 2122.6715 2256.1378
[15] 2389.6041 2523.0704 2656.5367 2790.0029 2923.4692 3056.9355 3190.4018
[22] 3323.8680 3457.3343 3590.8006 3724.2669 3857.7331 3991.1994 4124.6657
[29] 4258.1320 4391.5982 4525.0645 4658.5308 4791.9971 4925.4633 5058.9296
[36] 5192.3959 5325.8622 5459.3285 5592.7947 5726.2610 5859.7273 5993.1936
[43] 6126.6598 6260.1261 6393.5924 6527.0587 6660.5249 6793.9912 6927.4575
[50] 7060.9238

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.447659e-10 2.032000e-09 4.184902e-09 8.356350e-09 1.634437e-08
 [2,] 2.326027e-09 4.896351e-09 9.785186e-09 1.877954e-08 3.500484e-08
 [3,] 5.407816e-09 1.120067e-08 2.187422e-08 4.068414e-08 7.285142e-08
 [4,] 1.183927e-08 2.422283e-08 4.648156e-08 8.437096e-08 1.462865e-07
 [5,] 2.436054e-08 4.937833e-08 9.348799e-08 1.665353e-07 2.815180e-07
 [6,] 4.704964e-08 9.469044e-08 1.774363e-07 3.115282e-07 5.163252e-07
 [7,] 8.523287e-08 1.705975e-07 3.171413e-07 5.506126e-07 8.987207e-07
 [8,] 1.447849e-07 2.885578e-07 5.331397e-07 9.176637e-07 1.480239e-06
 [9,] 2.306895e-07 4.581817e-07 8.424847e-07 1.440526e-06 2.302756e-06
[10,] 3.451150e-07 6.833459e-07 1.251653e-06 2.129254e-06 3.380708e-06
[11,] 4.857868e-07 9.587577e-07 1.750100e-06 2.965282e-06 4.684684e-06
[12,] 6.457930e-07 1.269159e-06 2.308305e-06 3.897653e-06 6.135329e-06
[13,] 8.157293e-07 1.593003e-06 2.883629e-06 4.851728e-06 7.615483e-06
[14,] 9.880530e-07 1.910597e-06 3.434252e-06 5.751081e-06 9.001772e-06
[15,] 1.161972e-06 2.213826e-06 3.936626e-06 6.545813e-06 1.020625e-05
[16,] 1.346036e-06 2.512362e-06 4.397916e-06 7.234221e-06 1.120970e-05
[17,] 1.555848e-06 2.831427e-06 4.854955e-06 7.864468e-06 1.206745e-05
[18,] 1.806385e-06 3.199703e-06 5.356628e-06 8.510776e-06 1.287938e-05
[19,] 2.101577e-06 3.631426e-06 5.935493e-06 9.231879e-06 1.373375e-05
[20,] 2.426144e-06 4.111099e-06 6.581748e-06 1.003073e-05 1.465065e-05
[21,] 2.744556e-06 4.589366e-06 7.233452e-06 1.083631e-05 1.555360e-05
[22,] 3.008872e-06 4.993681e-06 7.789634e-06 1.151839e-05 1.628532e-05
[23,] 3.172630e-06 5.249847e-06 8.141298e-06 1.192930e-05 1.666089e-05
[24,] 3.204774e-06 5.304841e-06 8.206170e-06 1.195320e-05 1.653309e-05
[25,] 3.097673e-06 5.141105e-06 7.952012e-06 1.154096e-05 1.584014e-05
[26,] 2.866695e-06 4.777625e-06 7.400618e-06 1.071845e-05 1.461873e-05
[27,] 2.543116e-06 4.260055e-06 6.615043e-06 9.570621e-06 1.298412e-05
[28,] 2.164713e-06 3.646536e-06 5.679453e-06 8.214064e-06 1.109368e-05
[29,] 1.768017e-06 2.995473e-06 4.680984e-06 6.771356e-06 9.111822e-06
[30,] 1.383868e-06 2.358043e-06 3.697996e-06 5.353813e-06 7.186231e-06
[31,] 1.035658e-06 1.774654e-06 2.793932e-06 4.052144e-06 5.435308e-06
[32,] 7.388704e-07 1.273367e-06 2.014056e-06 2.931396e-06 3.942131e-06
[33,] 5.010747e-07 8.691205e-07 1.383539e-06 2.027977e-06 2.751488e-06
[34,] 3.224295e-07 5.640313e-07 9.073665e-07 1.349309e-06 1.870031e-06
[35,] 1.970244e-07 3.493581e-07 5.730493e-07 8.774477e-07 1.271081e-06
[36,] 1.150581e-07 2.091207e-07 3.561139e-07 5.766972e-07 9.042998e-07
[37,] 6.533796e-08 1.244359e-07 2.269062e-07 4.032749e-07 7.081072e-07
[38,] 3.741150e-08 7.732206e-08 1.567215e-07 3.142519e-07 6.215275e-07
[39,] 2.286534e-08 5.310712e-08 1.218353e-07 2.736910e-07 5.928005e-07
[40,] 1.572980e-08 4.128164e-08 1.050978e-07 2.553656e-07 5.837293e-07
[41,] 1.223632e-08 3.518824e-08 9.563484e-08 2.426810e-07 5.702677e-07
[42,] 1.027210e-08 3.113175e-08 8.753771e-08 2.269620e-07 5.406181e-07
[43,] 8.806326e-09 2.739228e-08 7.830200e-08 2.051765e-07 4.921678e-07
[44,] 7.431930e-09 2.340764e-08 6.746606e-08 1.777925e-07 4.282466e-07
[45,] 6.057273e-09 1.920240e-08 5.560698e-08 1.470695e-07 3.552675e-07
[46,] 4.723392e-09 1.503414e-08 4.367807e-08 1.158356e-07 2.804740e-07
[47,] 3.506144e-09 1.119372e-08 3.260749e-08 8.668175e-08 2.103292e-07
[48,] 2.469066e-09 7.903874e-09 2.308078e-08 6.149511e-08 1.495217e-07
[49,] 1.645037e-09 5.279589e-09 1.545466e-08 4.126924e-08 1.005518e-07
[50,] 1.034458e-09 3.328571e-09 9.767438e-09 2.614258e-08 6.383241e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.145510e-08 5.936948e-08 1.088124e-07 1.911318e-07 3.176203e-07
 [2,] 6.389580e-08 1.144668e-07 2.002790e-07 3.387441e-07 5.469695e-07
 [3,] 1.268328e-07 2.159923e-07 3.598352e-07 5.828878e-07 9.086668e-07
 [4,] 2.446857e-07 3.980047e-07 6.319968e-07 9.779891e-07 1.464710e-06
 [5,] 4.557806e-07 7.127930e-07 1.083265e-06 1.602569e-06 2.300441e-06
 [6,] 8.145662e-07 1.233364e-06 1.804632e-06 2.561536e-06 3.526532e-06
 [7,] 1.389373e-06 2.049995e-06 2.906776e-06 3.980267e-06 5.272776e-06
 [8,] 2.252686e-06 3.257132e-06 4.503760e-06 5.986043e-06 7.669153e-06
 [9,] 3.462606e-06 4.929307e-06 6.684099e-06 8.676063e-06 1.081368e-05
[10,] 5.038252e-06 7.089879e-06 9.474196e-06 1.207810e-05 1.473366e-05
[11,] 6.937248e-06 9.682947e-06 1.280639e-05 1.611721e-05 1.935390e-05
[12,] 9.047229e-06 1.256303e-05 1.650793e-05 2.060529e-05 2.448775e-05
[13,] 1.120176e-05 1.551477e-05 2.032378e-05 2.526551e-05 2.986061e-05
[14,] 1.322225e-05 1.830392e-05 2.397358e-05 2.979022e-05 3.516270e-05
[15,] 1.497352e-05 2.074480e-05 2.722566e-05 3.391386e-05 4.011234e-05
[16,] 1.640934e-05 2.275571e-05 2.995715e-05 3.747050e-05 4.450335e-05
[17,] 1.758299e-05 2.437343e-05 3.216998e-05 4.040820e-05 4.821464e-05
[18,] 1.861178e-05 2.571386e-05 3.395025e-05 4.275032e-05 5.117779e-05
[19,] 1.960733e-05 2.689273e-05 3.538656e-05 4.452139e-05 5.332054e-05
[20,] 2.060353e-05 2.794343e-05 3.648713e-05 4.567565e-05 5.451955e-05
[21,] 2.151885e-05 2.877402e-05 3.713940e-05 4.606909e-05 5.459392e-05
[22,] 2.217327e-05 2.918740e-05 3.713636e-05 4.549505e-05 5.335178e-05
[23,] 2.235290e-05 2.895612e-05 3.625923e-05 4.377050e-05 5.067379e-05
[24,] 2.189070e-05 2.791564e-05 3.437701e-05 4.083261e-05 4.659560e-05
[25,] 2.072647e-05 2.603242e-05 3.151549e-05 3.679897e-05 4.134869e-05
[26,] 1.892306e-05 2.341962e-05 2.786651e-05 3.196371e-05 3.533760e-05
[27,] 1.664049e-05 2.030193e-05 2.373995e-05 2.673415e-05 2.906215e-05
[28,] 1.408811e-05 1.695389e-05 1.948657e-05 2.153957e-05 2.301713e-05
[29,] 1.147826e-05 1.364080e-05 1.542652e-05 1.675015e-05 1.760831e-05
[30,] 8.995293e-06 1.058078e-05 1.180575e-05 1.263103e-05 1.310907e-05
[31,] 6.780755e-06 7.929517e-06 8.783018e-06 9.334240e-06 9.659258e-06
[32,] 4.928404e-06 5.779482e-06 6.436486e-06 6.914671e-06 7.290157e-06
[33,] 3.483547e-06 4.164670e-06 4.776727e-06 5.352427e-06 5.954107e-06
[34,] 2.445228e-06 3.066823e-06 3.758543e-06 4.570152e-06 5.544805e-06
[35,] 1.772611e-06 2.423697e-06 3.290907e-06 4.443455e-06 5.905726e-06
[36,] 1.396193e-06 2.140808e-06 3.247777e-06 4.808959e-06 6.833531e-06
[37,] 1.232210e-06 2.106465e-06 3.482097e-06 5.475791e-06 8.086201e-06
[38,] 1.196999e-06 2.207909e-06 3.842992e-06 6.243607e-06 9.402454e-06
[39,] 1.218335e-06 2.345698e-06 4.193937e-06 6.925919e-06 1.053220e-05
[40,] 1.242153e-06 2.444012e-06 4.428504e-06 7.373882e-06 1.127130e-05
[41,] 1.234642e-06 2.455681e-06 4.480515e-06 7.494406e-06 1.149070e-05
[42,] 1.180701e-06 2.362003e-06 4.326784e-06 7.257888e-06 1.115136e-05
[43,] 1.080116e-06 2.168385e-06 3.982607e-06 6.694157e-06 1.030148e-05
[44,] 9.427933e-07 1.897396e-06 3.491830e-06 5.878626e-06 9.057897e-06
[45,] 7.839890e-07 1.580929e-06 2.914219e-06 4.912754e-06 7.577520e-06
[46,] 6.201933e-07 1.252807e-06 2.312740e-06 3.903366e-06 6.025935e-06
[47,] 4.659607e-07 9.427875e-07 1.742811e-06 2.944666e-06 4.549531e-06
[48,] 3.318585e-07 6.725365e-07 1.244918e-06 2.105691e-06 3.255846e-06
[49,] 2.235898e-07 4.538709e-07 8.413324e-07 1.424666e-06 2.204669e-06
[50,] 1.422173e-07 2.891947e-07 5.368831e-07 9.102561e-07 1.409949e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.939882e-07 7.132103e-07 9.503654e-07 1.164120e-06 1.307255e-06
 [2,] 8.332007e-07 1.185711e-06 1.564728e-06 1.904703e-06 2.130794e-06
 [3,] 1.347375e-06 1.879942e-06 2.446457e-06 2.949605e-06 3.278882e-06
 [4,] 2.101910e-06 2.859267e-06 3.651340e-06 4.342820e-06 4.781937e-06
 [5,] 3.180902e-06 4.196829e-06 5.232490e-06 6.111682e-06 6.641057e-06
 [6,] 4.688941e-06 5.977427e-06 7.242633e-06 8.269799e-06 8.831679e-06
 [7,] 6.746022e-06 8.295334e-06 9.736463e-06 1.082489e-05 1.131676e-05
 [8,] 9.471029e-06 1.124340e-05 1.276824e-05 1.378646e-05 1.406428e-05
 [9,] 1.295314e-05 1.489203e-05 1.638159e-05 1.716824e-05 1.706178e-05
[10,] 1.721745e-05 1.926262e-05 2.059359e-05 2.098379e-05 2.032264e-05
[11,] 2.219723e-05 2.430579e-05 2.537951e-05 2.523777e-05 2.388252e-05
[12,] 2.772643e-05 2.989447e-05 3.066534e-05 2.991617e-05 2.778620e-05
[13,] 3.355917e-05 3.583584e-05 3.632913e-05 3.497562e-05 3.206473e-05
[14,] 3.941091e-05 4.189578e-05 4.220580e-05 4.032804e-05 3.670233e-05
[15,] 4.500464e-05 4.782285e-05 4.808699e-05 4.581842e-05 4.159664e-05
[16,] 5.010197e-05 5.335985e-05 5.371352e-05 5.120120e-05 4.652449e-05
[17,] 5.450638e-05 5.824074e-05 5.876740e-05 5.613024e-05 5.113317e-05
[18,] 5.804101e-05 6.218195e-05 6.287826e-05 6.018004e-05 5.497486e-05
[19,] 6.051871e-05 6.488385e-05 6.565646e-05 6.290604e-05 5.758687e-05
[20,] 6.172851e-05 6.605532e-05 6.675346e-05 6.393322e-05 5.859784e-05
[21,] 6.145672e-05 6.546332e-05 6.593553e-05 6.304550e-05 5.782294e-05
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[34,] 3.341141e-06 2.233061e-06 1.452336e-06 9.120083e-07 5.467273e-07
[35,] 2.279545e-06 1.457823e-06 9.120655e-07 5.556430e-07 3.261600e-07
[36,] 1.535945e-06 9.334097e-07 5.562193e-07 3.252031e-07 1.851275e-07
[37,] 1.031151e-06 5.933929e-07 3.339858e-07 1.852010e-07 1.009895e-07
[38,] 6.922542e-07 3.779273e-07 2.001617e-07 1.042310e-07 5.370103e-08
[39,] 4.631807e-07 2.416139e-07 1.207947e-07 5.883587e-08 2.831418e-08
[40,] 3.060180e-07 1.540994e-07 7.341080e-08 3.359696e-08 1.503931e-08
[41,] 1.972388e-07 9.688781e-08 4.452689e-08 1.937083e-08 8.113547e-09
[42,] 1.225539e-07 5.923795e-08 2.657369e-08 1.114697e-08 4.428955e-09
[43,] 7.268795e-08 3.479169e-08 1.537551e-08 6.299323e-09 2.412416e-09
[44,] 4.084865e-08 1.944283e-08 8.519038e-09 3.441831e-09 1.288058e-09
[45,] 2.163725e-08 1.026837e-08 4.479059e-09 1.795990e-09 6.633488e-10
[46,] 1.076443e-08 5.101516e-09 2.220857e-09 8.873251e-10 3.255321e-10
[47,] 5.017853e-09 2.377017e-09 1.034247e-09 4.127203e-10 1.509808e-10
[48,] 2.188307e-09 1.036673e-09 4.511922e-10 1.800740e-10 6.583375e-11
[49,] 8.919142e-10 4.226429e-10 1.840812e-10 7.353310e-11 2.690073e-11
[50,] 3.395314e-10 1.609428e-10 7.016312e-11 2.806316e-11 1.028025e-11

> 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  
  3008.1977       0.2159  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7r8ir1262012800.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] 299.0182 301.9358 304.8535 307.7711 310.6887 313.6063 316.5240 319.4416
 [9] 322.3592 325.2768 328.1945 331.1121 334.0297 336.9473 339.8649 342.7826
[17] 345.7002 348.6178 351.5354 354.4531 357.3707 360.2883 363.2059 366.1236
[25] 369.0412 371.9588 374.8764 377.7941 380.7117 383.6293 386.5469 389.4646
[33] 392.3822 395.2998 398.2174 401.1351 404.0527 406.9703 409.8879 412.8055
[41] 415.7232 418.6408 421.5584 424.4760 427.3937 430.3113 433.2289 436.1465
[49] 439.0642 441.9818

$yords
 [1]  521.0762  654.5425  788.0088  921.4751 1054.9413 1188.4076 1321.8739
 [8] 1455.3402 1588.8064 1722.2727 1855.7390 1989.2053 2122.6715 2256.1378
[15] 2389.6041 2523.0704 2656.5367 2790.0029 2923.4692 3056.9355 3190.4018
[22] 3323.8680 3457.3343 3590.8006 3724.2669 3857.7331 3991.1994 4124.6657
[29] 4258.1320 4391.5982 4525.0645 4658.5308 4791.9971 4925.4633 5058.9296
[36] 5192.3959 5325.8622 5459.3285 5592.7947 5726.2610 5859.7273 5993.1936
[43] 6126.6598 6260.1261 6393.5924 6527.0587 6660.5249 6793.9912 6927.4575
[50] 7060.9238

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.252907e-05 1.800651e-05 2.363417e-05 2.842729e-05 3.153682e-05
 [2,] 1.773157e-05 2.578628e-05 3.425788e-05 4.173005e-05 4.692797e-05
 [3,] 2.304000e-05 3.391024e-05 4.561185e-05 5.629017e-05 6.420589e-05
 [4,] 2.752185e-05 4.100718e-05 5.586872e-05 6.989821e-05 8.094100e-05
 [5,] 3.029917e-05 4.572566e-05 6.314450e-05 8.017026e-05 9.438258e-05
 [6,] 3.089547e-05 4.726302e-05 6.622928e-05 8.546422e-05 1.025067e-04
 [7,] 2.945539e-05 4.573381e-05 6.514053e-05 8.562806e-05 1.049347e-04
 [8,] 2.670239e-05 4.215395e-05 6.116579e-05 8.213163e-05 1.031712e-04
 [9,] 2.363596e-05 3.801250e-05 5.631454e-05 7.742969e-05 9.992932e-05
[10,] 2.111469e-05 3.463325e-05 5.243034e-05 7.383671e-05 9.782294e-05
[11,] 1.953224e-05 3.264573e-05 5.041054e-05 7.248431e-05 9.809908e-05
[12,] 1.873460e-05 3.181777e-05 4.991864e-05 7.289292e-05 1.000776e-04
[13,] 1.819337e-05 3.130098e-05 4.970175e-05 7.335197e-05 1.015832e-04
[14,] 1.732168e-05 3.013007e-05 4.831143e-05 7.187615e-05 1.001216e-04
[15,] 1.576641e-05 2.771113e-05 4.484569e-05 6.723380e-05 9.418709e-05
[16,] 1.354707e-05 2.407524e-05 3.936372e-05 5.955604e-05 8.406985e-05
[17,] 1.100758e-05 1.982119e-05 3.283066e-05 5.029699e-05 7.183882e-05
[18,] 8.641180e-06 1.583049e-05 2.669355e-05 4.165264e-05 6.060106e-05
[19,] 6.891570e-06 1.292215e-05 2.233444e-05 3.576701e-05 5.343812e-05
[20,] 6.014568e-06 1.159551e-05 2.063633e-05 3.406351e-05 5.246041e-05
[21,] 6.031483e-06 1.192606e-05 2.177970e-05 3.689192e-05 5.825364e-05
[22,] 6.759111e-06 1.359923e-05 2.526450e-05 4.350984e-05 6.977946e-05
[23,] 7.884181e-06 1.603327e-05 3.009272e-05 5.232674e-05 8.466822e-05
[24,] 9.055681e-06 1.854742e-05 3.504745e-05 6.132840e-05 9.981464e-05
[25,] 9.977304e-06 2.054247e-05 3.901504e-05 6.860406e-05 1.121746e-04
[26,] 1.048195e-05 2.165749e-05 4.128367e-05 7.286570e-05 1.195960e-04
[27,] 1.056565e-05 2.185390e-05 4.172494e-05 7.379666e-05 1.214232e-04
[28,] 1.036264e-05 2.138461e-05 4.077054e-05 7.206588e-05 1.185987e-04
[29,] 1.006456e-05 2.064542e-05 3.916410e-05 6.895042e-05 1.131383e-04
[30,] 9.816119e-06 1.996650e-05 3.758083e-05 6.569959e-05 1.071514e-04
[31,] 9.638813e-06 1.944526e-05 3.629688e-05 6.294006e-05 1.018602e-04
[32,] 9.424228e-06 1.891066e-05 3.508456e-05 6.043523e-05 9.712898e-05
[33,] 9.001364e-06 1.803947e-05 3.339152e-05 5.733045e-05 9.175800e-05
[34,] 8.238927e-06 1.655633e-05 3.069749e-05 5.273518e-05 8.435792e-05
[35,] 7.123593e-06 1.440131e-05 2.683915e-05 4.629700e-05 7.428014e-05
[36,] 5.772573e-06 1.177399e-05 2.212382e-05 3.844557e-05 6.207355e-05
[37,] 4.380535e-06 9.042652e-06 1.719064e-05 3.020395e-05 4.925893e-05
[38,] 3.137488e-06 6.584395e-06 1.272575e-05 2.272256e-05 3.762453e-05
[39,] 2.163184e-06 4.647494e-06 9.198880e-06 1.681669e-05 2.847734e-05
[40,] 1.484732e-06 3.296091e-06 6.742753e-06 1.273097e-05 2.222547e-05
[41,] 1.055626e-06 2.440849e-06 5.195719e-06 1.018815e-05 1.841747e-05
[42,] 7.954061e-07 1.917405e-06 4.244506e-06 8.628875e-06 1.611515e-05
[43,] 6.268833e-07 1.565105e-06 3.577730e-06 7.488441e-06 1.435669e-05
[44,] 4.973748e-07 1.274864e-06 2.985218e-06 6.387342e-06 1.249540e-05
[45,] 3.823102e-07 9.993137e-07 2.383137e-06 5.187337e-06 1.031402e-05
[46,] 2.773517e-07 7.363637e-07 1.782515e-06 3.936424e-06 7.937821e-06
[47,] 1.871415e-07 5.036218e-07 1.235378e-06 2.764059e-06 5.646723e-06
[48,] 1.165754e-07 3.176675e-07 7.889793e-07 1.787345e-06 3.697345e-06
[49,] 6.680063e-08 1.842340e-07 4.631210e-07 1.061951e-06 2.223946e-06
[50,] 3.515224e-08 9.810046e-08 2.495479e-07 5.791319e-07 1.227726e-06
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.264855e-05 3.216196e-05 3.100005e-05 3.012551e-05 3.003582e-05
 [2,] 4.932377e-05 4.944546e-05 4.863633e-05 4.833950e-05 4.930446e-05
 [3,] 6.857205e-05 7.002982e-05 7.037646e-05 7.159627e-05 7.471900e-05
 [4,] 8.795080e-05 9.164627e-05 9.423780e-05 9.822328e-05 1.048856e-04
 [5,] 1.045380e-04 1.113846e-04 1.174179e-04 1.255051e-04 1.370769e-04
 [6,] 1.160350e-04 1.267759e-04 1.373073e-04 1.506082e-04 1.680657e-04
 [7,] 1.218019e-04 1.368892e-04 1.526181e-04 1.717490e-04 1.953693e-04
 [8,] 1.232039e-04 1.427800e-04 1.639431e-04 1.889102e-04 2.181984e-04
 [9,] 1.229525e-04 1.468998e-04 1.732843e-04 2.035489e-04 2.374335e-04
[10,] 1.237016e-04 1.516805e-04 1.826920e-04 2.173395e-04 2.545203e-04
[11,] 1.266287e-04 1.580495e-04 1.927672e-04 2.306670e-04 2.699281e-04
[12,] 1.307827e-04 1.647325e-04 2.019398e-04 2.418388e-04 2.821894e-04
[13,] 1.335621e-04 1.687772e-04 2.070161e-04 2.475862e-04 2.882214e-04
[14,] 1.320741e-04 1.670470e-04 2.047596e-04 2.446688e-04 2.848457e-04
[15,] 1.246745e-04 1.579302e-04 1.937109e-04 2.317701e-04 2.707335e-04
[16,] 1.119427e-04 1.424308e-04 1.753613e-04 2.107642e-04 2.478243e-04
[17,] 9.668185e-05 1.241759e-04 1.541717e-04 1.868011e-04 2.215959e-04
[18,] 8.303030e-05 1.084028e-04 1.364776e-04 1.672075e-04 2.000916e-04
[19,] 7.513435e-05 1.003984e-04 1.287424e-04 1.596170e-04 1.920235e-04
[20,] 7.590717e-05 1.039669e-04 1.357502e-04 1.699062e-04 2.044736e-04
[21,] 8.623225e-05 1.203576e-04 1.592245e-04 2.004609e-04 2.407594e-04
[22,] 1.047345e-04 1.478512e-04 1.971660e-04 2.491840e-04 2.990124e-04
[23,] 1.280928e-04 1.820482e-04 2.440547e-04 3.095296e-04 3.719415e-04
[24,] 1.518179e-04 2.168212e-04 2.919522e-04 3.717088e-04 4.480666e-04
[25,] 1.713750e-04 2.458052e-04 3.323824e-04 4.249624e-04 5.143557e-04
[26,] 1.834178e-04 2.641163e-04 3.586006e-04 4.604257e-04 5.596970e-04
[27,] 1.867479e-04 2.697655e-04 3.675510e-04 4.737008e-04 5.781290e-04
[28,] 1.825730e-04 2.641537e-04 3.606838e-04 4.660761e-04 5.705261e-04
[29,] 1.738361e-04 2.512807e-04 3.430915e-04 4.436564e-04 5.437992e-04
[30,] 1.638146e-04 2.358730e-04 3.211513e-04 4.145446e-04 5.076862e-04
[31,] 1.546277e-04 2.212666e-04 2.997032e-04 3.852845e-04 4.704885e-04
[32,] 1.464198e-04 2.081231e-04 2.801892e-04 3.583408e-04 4.358575e-04
[33,] 1.376608e-04 1.946676e-04 2.607410e-04 3.319419e-04 4.023067e-04
[34,] 1.263610e-04 1.782642e-04 2.380961e-04 3.022778e-04 3.655953e-04
[35,] 1.114656e-04 1.573596e-04 2.101445e-04 2.666550e-04 3.224411e-04
[36,] 9.362054e-05 1.326590e-04 1.775969e-04 2.257159e-04 2.733134e-04
[37,] 7.494115e-05 1.069360e-04 1.439018e-04 1.835352e-04 2.227833e-04
[38,] 5.802303e-05 8.373496e-05 1.136427e-04 1.457559e-04 1.774820e-04
[39,] 4.481706e-05 6.579159e-05 9.045681e-05 1.169975e-04 1.430409e-04
[40,] 3.595018e-05 5.401063e-05 7.559623e-05 9.895005e-05 1.217047e-04
[41,] 3.072719e-05 4.738823e-05 6.771751e-05 8.997031e-05 1.116680e-04
[42,] 2.766889e-05 4.373428e-05 6.378239e-05 8.612044e-05 1.081770e-04
[43,] 2.523284e-05 4.071800e-05 6.047388e-05 8.296034e-05 1.056487e-04
[44,] 2.237350e-05 3.673105e-05 5.543766e-05 7.721667e-05 9.977184e-05
[45,] 1.875660e-05 3.125907e-05 4.787912e-05 6.767460e-05 8.874791e-05
[46,] 1.463707e-05 2.473368e-05 3.841881e-05 5.509015e-05 7.333447e-05
[47,] 1.054935e-05 1.806469e-05 2.844659e-05 4.137793e-05 5.591904e-05
[48,] 6.995812e-06 1.213703e-05 1.937361e-05 2.858678e-05 3.922581e-05
[49,] 4.261180e-06 7.489353e-06 1.211837e-05 1.814056e-05 2.527776e-05
[50,] 2.382048e-06 4.241425e-06 6.957329e-06 1.056700e-05 1.495515e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.053247e-05 3.088463e-05 3.026284e-05 2.817207e-05 2.465396e-05
 [2,] 5.118446e-05 5.275319e-05 5.258308e-05 4.976641e-05 4.428992e-05
 [3,] 7.918583e-05 8.310367e-05 8.421610e-05 8.100091e-05 7.329600e-05
 [4,] 1.133902e-04 1.210486e-04 1.245914e-04 1.216940e-04 1.119178e-04
 [5,] 1.509682e-04 1.636614e-04 1.708209e-04 1.692267e-04 1.580484e-04
 [6,] 1.881388e-04 2.065717e-04 2.181050e-04 2.187141e-04 2.071499e-04
 [7,] 2.215171e-04 2.453948e-04 2.611618e-04 2.643057e-04 2.532976e-04
 [8,] 2.493714e-04 2.773260e-04 2.960971e-04 3.011808e-04 2.910971e-04
 [9,] 2.719734e-04 3.019495e-04 3.216934e-04 3.272368e-04 3.175928e-04
[10,] 2.907225e-04 3.206992e-04 3.393130e-04 3.434893e-04 3.331286e-04
[11,] 3.065574e-04 3.352755e-04 3.514482e-04 3.529290e-04 3.406571e-04
[12,] 3.187043e-04 3.460388e-04 3.598203e-04 3.585128e-04 3.438898e-04
[13,] 3.246325e-04 3.514324e-04 3.641984e-04 3.614678e-04 3.453252e-04
[14,] 3.213297e-04 3.488155e-04 3.626211e-04 3.608328e-04 3.451968e-04
[15,] 3.072360e-04 3.362630e-04 3.528794e-04 3.544384e-04 3.418322e-04
[16,] 2.838813e-04 3.144303e-04 3.345091e-04 3.408168e-04 3.332257e-04
[17,] 2.565000e-04 2.876455e-04 3.103852e-04 3.211671e-04 3.191015e-04
[18,] 2.333676e-04 2.637509e-04 2.872011e-04 3.004725e-04 3.025101e-04
[19,] 2.240168e-04 2.526124e-04 2.744636e-04 2.871177e-04 2.900889e-04
[20,] 2.367597e-04 2.635843e-04 2.820859e-04 2.908342e-04 2.905592e-04
[21,] 2.761224e-04 3.025455e-04 3.171652e-04 3.194613e-04 3.117640e-04
[22,] 3.409024e-04 3.693942e-04 3.809707e-04 3.756095e-04 3.572891e-04
[23,] 4.235442e-04 4.569381e-04 4.673146e-04 4.545743e-04 4.240848e-04
[24,] 5.112965e-04 5.518479e-04 5.631783e-04 5.445556e-04 5.022735e-04
[25,] 5.891375e-04 6.377365e-04 6.517579e-04 6.294608e-04 5.775306e-04
[26,] 6.438124e-04 6.996381e-04 7.171704e-04 6.935548e-04 6.353847e-04
[27,] 6.677110e-04 7.284442e-04 7.492585e-04 7.263546e-04 6.658849e-04
[28,] 6.610514e-04 7.235580e-04 7.466106e-04 7.258321e-04 6.667554e-04
[29,] 6.312288e-04 6.924572e-04 7.163714e-04 6.984574e-04 6.436052e-04
[30,] 5.893289e-04 6.470836e-04 6.706863e-04 6.558721e-04 6.069626e-04
[31,] 5.452605e-04 5.985595e-04 6.212628e-04 6.095955e-04 5.674022e-04
[32,] 5.038853e-04 5.527859e-04 5.746557e-04 5.662836e-04 5.310800e-04
[33,] 4.641399e-04 5.091643e-04 5.306502e-04 5.259063e-04 4.978831e-04
[34,] 4.214819e-04 4.629721e-04 4.844429e-04 4.836493e-04 4.630259e-04
[35,] 3.720504e-04 4.098000e-04 4.311407e-04 4.342450e-04 4.210146e-04
[36,] 3.160034e-04 3.493408e-04 3.698394e-04 3.761255e-04 3.696412e-04
[37,] 2.581890e-04 2.864232e-04 3.050161e-04 3.131088e-04 3.118456e-04
[38,] 2.060451e-04 2.289969e-04 2.447438e-04 2.529606e-04 2.546850e-04
[39,] 1.661735e-04 1.844956e-04 1.970413e-04 2.039417e-04 2.062692e-04
[40,] 1.414988e-04 1.566234e-04 1.664204e-04 1.712942e-04 1.723810e-04
[41,] 1.302916e-04 1.440305e-04 1.522174e-04 1.552802e-04 1.543246e-04
[42,] 1.272239e-04 1.411965e-04 1.491851e-04 1.513941e-04 1.487229e-04
[43,] 1.257081e-04 1.408358e-04 1.497845e-04 1.523644e-04 1.490879e-04
[44,] 1.203779e-04 1.366472e-04 1.470464e-04 1.509459e-04 1.483643e-04
[45,] 1.087023e-04 1.252814e-04 1.368250e-04 1.423475e-04 1.413860e-04
[46,] 9.124081e-05 1.068795e-04 1.186602e-04 1.254127e-04 1.263197e-04
[47,] 7.069556e-05 8.421828e-05 9.513018e-05 1.022697e-04 1.046560e-04
[48,] 5.040374e-05 6.108528e-05 7.023424e-05 7.684994e-05 7.997586e-05
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[31,] 3.174754e-04 3.748163e-04 4.275947e-04 4.707720e-04 5.024932e-04
[32,] 3.048351e-04 3.600503e-04 4.122388e-04 4.578078e-04 4.957333e-04
[33,] 2.868520e-04 3.392760e-04 3.901132e-04 4.371430e-04 4.802290e-04
[34,] 2.615676e-04 3.098635e-04 3.578700e-04 4.045738e-04 4.506964e-04
[35,] 2.290222e-04 2.716059e-04 3.149258e-04 3.589280e-04 4.050696e-04
[36,] 1.912116e-04 2.268035e-04 2.637754e-04 3.027239e-04 3.456225e-04
[37,] 1.514003e-04 1.794306e-04 2.090853e-04 2.412865e-04 2.782367e-04
[38,] 1.131666e-04 1.338911e-04 1.561645e-04 1.809545e-04 2.103978e-04
[39,] 7.952201e-05 9.387097e-05 1.095045e-04 1.272480e-04 1.489407e-04
[40,] 5.233335e-05 6.161485e-05 7.185405e-05 8.365217e-05 9.842715e-05
[41,] 3.214421e-05 3.773811e-05 4.398687e-05 5.127031e-05 6.057272e-05
[42,] 1.837333e-05 2.150423e-05 2.505152e-05 2.922323e-05 3.463651e-05
[43,] 9.750522e-06 1.137110e-05 1.324030e-05 1.545526e-05 1.836604e-05
[44,] 4.796575e-06 5.568122e-06 6.480022e-06 7.568963e-06 9.014651e-06
[45,] 2.185707e-06 2.520950e-06 2.931533e-06 3.426567e-06 4.089446e-06
[46,] 9.230926e-07 1.054278e-06 1.224183e-06 1.431930e-06 1.712359e-06
[47,] 3.622825e-07 4.072088e-07 4.714143e-07 5.517271e-07 6.611032e-07
[48,] 1.330394e-07 1.454352e-07 1.673231e-07 1.958347e-07 2.351302e-07
[49,] 4.643128e-08 4.821789e-08 5.475646e-08 6.399937e-08 7.698676e-08
[50,] 1.590173e-08 1.498776e-08 1.655155e-08 1.925427e-08 2.319415e-08
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.250434e-06 2.030540e-06 1.770086e-06 1.486649e-06 1.219860e-06
 [2,] 4.970478e-06 4.502367e-06 3.953907e-06 3.355325e-06 2.789144e-06
 [3,] 1.009757e-05 9.172181e-06 8.108046e-06 6.948816e-06 5.850266e-06
 [4,] 1.887734e-05 1.717365e-05 1.526727e-05 1.320662e-05 1.125775e-05
 [5,] 3.249484e-05 2.956601e-05 2.640448e-05 2.303788e-05 1.987612e-05
 [6,] 5.153627e-05 4.682477e-05 4.195703e-05 3.689302e-05 3.220012e-05
 [7,] 7.536162e-05 6.825989e-05 6.127956e-05 5.424988e-05 4.787220e-05
 [8,] 1.016948e-04 9.165971e-05 8.230632e-05 7.327292e-05 6.532594e-05
 [9,] 1.267782e-04 1.134857e-04 1.017353e-04 9.094557e-05 8.184405e-05
[10,] 1.462597e-04 1.297507e-04 1.158597e-04 1.038140e-04 9.419188e-05
[11,] 1.566185e-04 1.373569e-04 1.218243e-04 1.091518e-04 9.968715e-05
[12,] 1.566004e-04 1.353608e-04 1.187865e-04 1.060576e-04 9.726453e-05
[13,] 1.480270e-04 1.255876e-04 1.084326e-04 9.595522e-05 8.801992e-05
[14,] 1.355775e-04 1.122976e-04 9.460031e-05 8.225151e-05 7.496007e-05
[15,] 1.255705e-04 1.010283e-04 8.218347e-05 6.932422e-05 6.209115e-05
[16,] 1.241736e-04 9.706834e-05 7.579124e-05 6.130751e-05 5.328105e-05
[17,] 1.356724e-04 1.041053e-04 7.865840e-05 6.114655e-05 5.135531e-05
[18,] 1.613885e-04 1.234682e-04 9.211964e-05 7.018491e-05 5.768441e-05
[19,] 1.995931e-04 1.541493e-04 1.157156e-04 8.829509e-05 7.227038e-05
[20,] 2.463813e-04 1.935086e-04 1.477758e-04 1.143733e-04 9.416839e-05
[21,] 2.970562e-04 2.382783e-04 1.861463e-04 1.469068e-04 1.219959e-04
[22,] 3.473363e-04 2.853501e-04 2.286703e-04 1.843052e-04 1.542733e-04
[23,] 3.938634e-04 3.319872e-04 2.731945e-04 2.248396e-04 1.894493e-04
[24,] 4.340463e-04 3.755843e-04 3.172775e-04 2.663638e-04 2.257200e-04
[25,] 4.658311e-04 4.135519e-04 3.581487e-04 3.063007e-04 2.610175e-04
[26,] 4.880137e-04 4.438700e-04 3.933893e-04 3.423123e-04 2.935343e-04
[27,] 5.010602e-04 4.661907e-04 4.221780e-04 3.735090e-04 3.227146e-04
[28,] 5.076049e-04 4.825835e-04 4.461806e-04 4.013569e-04 3.500356e-04
[29,] 5.116760e-04 4.968877e-04 4.690274e-04 4.292729e-04 3.786994e-04
[30,] 5.165645e-04 5.125087e-04 4.941415e-04 4.606126e-04 4.118994e-04
[31,] 5.224541e-04 5.297637e-04 5.219516e-04 4.959375e-04 4.503430e-04
[32,] 5.254282e-04 5.445103e-04 5.482281e-04 5.311912e-04 4.904338e-04
[33,] 5.187393e-04 5.491614e-04 5.647950e-04 5.580839e-04 5.243460e-04
[34,] 4.957998e-04 5.357472e-04 5.624952e-04 5.667667e-04 5.422401e-04
[35,] 4.533070e-04 4.994667e-04 5.349850e-04 5.496102e-04 5.357340e-04
[36,] 3.929233e-04 4.409572e-04 4.815263e-04 5.043364e-04 5.011110e-04
[37,] 3.208453e-04 3.663106e-04 4.075472e-04 4.351352e-04 4.408964e-04
[38,] 2.456987e-04 2.850372e-04 3.228860e-04 3.513885e-04 3.631928e-04
[39,] 1.758619e-04 2.070617e-04 2.386598e-04 2.646903e-04 2.791391e-04
[40,] 1.173368e-04 1.400550e-04 1.641453e-04 1.854909e-04 1.996162e-04
[41,] 7.281083e-05 8.801270e-05 1.048241e-04 1.206707e-04 1.325245e-04
[42,] 4.193556e-05 5.128883e-05 6.204267e-05 7.274360e-05 8.153147e-05
[43,] 2.237797e-05 2.767099e-05 3.398204e-05 4.057430e-05 4.641171e-05
[44,] 1.104673e-05 1.380208e-05 1.720193e-05 2.091378e-05 2.441559e-05
[45,] 5.037775e-06 6.357245e-06 8.039112e-06 9.951766e-06 1.185800e-05
[46,] 2.120031e-06 2.701282e-06 3.465460e-06 4.368171e-06 5.312683e-06
[47,] 8.224974e-07 1.058027e-06 1.376985e-06 1.767460e-06 2.194326e-06
[48,] 2.939558e-07 3.817394e-07 5.040457e-07 6.589157e-07 8.351356e-07
[49,] 9.672021e-08 1.268107e-07 1.699000e-07 2.262395e-07 2.927599e-07
[50,] 2.928392e-08 3.876924e-08 5.271720e-08 7.152067e-08 9.449947e-08
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.003815e-06 8.485043e-07 7.389875e-07 6.485442e-07 5.549323e-07
 [2,] 2.330320e-06 2.002440e-06 1.772557e-06 1.579180e-06 1.369848e-06
 [3,] 4.962188e-06 4.334416e-06 3.899384e-06 3.526337e-06 3.100845e-06
 [4,] 9.692566e-06 8.605407e-06 7.867287e-06 7.221299e-06 6.436683e-06
 [5,] 1.736708e-05 1.567066e-05 1.455756e-05 1.356146e-05 1.225234e-05
 [6,] 2.854672e-05 2.617492e-05 2.470523e-05 2.335598e-05 2.138708e-05
 [7,] 4.304805e-05 4.010315e-05 3.845323e-05 3.688878e-05 3.423440e-05
 [8,] 5.956067e-05 5.636240e-05 5.489531e-05 5.343266e-05 5.025299e-05
 [9,] 7.562225e-05 7.267232e-05 7.188435e-05 7.098495e-05 6.765106e-05
[10,] 8.814132e-05 8.598767e-05 8.636300e-05 8.650764e-05 8.353502e-05
[11,] 9.438645e-05 9.343014e-05 9.525060e-05 9.675762e-05 9.465031e-05
[12,] 9.305106e-05 9.338504e-05 9.658525e-05 9.945313e-05 9.851482e-05
[13,] 8.488357e-05 8.624769e-05 9.039796e-05 9.425619e-05 9.445429e-05
[14,] 7.256264e-05 7.443986e-05 7.887600e-05 8.307688e-05 8.402261e-05
[15,] 5.988539e-05 6.168818e-05 6.572815e-05 6.953676e-05 7.058369e-05
[16,] 5.066103e-05 5.191249e-05 5.505578e-05 5.784689e-05 5.825280e-05
[17,] 4.776660e-05 4.818785e-05 5.020561e-05 5.158124e-05 5.066128e-05
[18,] 5.264651e-05 5.210437e-05 5.297822e-05 5.276325e-05 4.998468e-05
[19,] 6.529848e-05 6.361961e-05 6.334238e-05 6.146373e-05 5.646620e-05
[20,] 8.462432e-05 8.133572e-05 7.963559e-05 7.592574e-05 6.847268e-05
[21,] 1.089500e-04 1.030581e-04 9.915122e-05 9.314532e-05 8.302580e-05
[22,] 1.364939e-04 1.264430e-04 1.189470e-04 1.097672e-04 9.668857e-05
[23,] 1.656062e-04 1.495165e-04 1.366278e-04 1.230455e-04 1.065779e-04
[24,] 1.947726e-04 1.709238e-04 1.508486e-04 1.315472e-04 1.111707e-04
[25,] 2.226118e-04 1.899672e-04 1.614333e-04 1.353726e-04 1.106140e-04
[26,] 2.481678e-04 2.066534e-04 1.692296e-04 1.359117e-04 1.064746e-04
[27,] 2.715384e-04 2.218938e-04 1.759154e-04 1.353692e-04 1.011363e-04
[28,] 2.943991e-04 2.376842e-04 1.838191e-04 1.362930e-04 9.715657e-05
[29,] 3.197458e-04 2.568352e-04 1.955854e-04 1.411520e-04 9.677784e-05
[30,] 3.505152e-04 2.819582e-04 2.134727e-04 1.518593e-04 1.015905e-04
[31,] 3.875317e-04 3.139288e-04 2.383323e-04 1.691833e-04 1.122486e-04
[32,] 4.278676e-04 3.505612e-04 2.686651e-04 1.921773e-04 1.282017e-04
[33,] 4.646756e-04 3.863046e-04 3.002934e-04 2.179115e-04 1.475263e-04
[34,] 4.888477e-04 4.133438e-04 3.269876e-04 2.417597e-04 1.670131e-04
[35,] 4.919337e-04 4.238249e-04 3.419890e-04 2.583192e-04 1.826415e-04
[36,] 4.691393e-04 4.124095e-04 3.399890e-04 2.627982e-04 1.904543e-04
[37,] 4.211797e-04 3.781814e-04 3.188815e-04 2.524719e-04 1.876551e-04
[38,] 3.542444e-04 3.251417e-04 2.806080e-04 2.276675e-04 1.735514e-04
[39,] 2.781106e-04 2.610628e-04 2.306925e-04 1.918141e-04 1.499093e-04
[40,] 2.032149e-04 1.951507e-04 1.765927e-04 1.504461e-04 1.204742e-04
[41,] 1.378795e-04 1.354754e-04 1.255304e-04 1.095363e-04 8.981137e-05
[42,] 8.669964e-05 8.716295e-05 8.268419e-05 7.386303e-05 6.196336e-05
[43,] 5.044627e-05 5.188829e-05 5.037802e-05 4.604810e-05 3.949375e-05
[44,] 2.712591e-05 2.854286e-05 2.835349e-05 2.650349e-05 2.322271e-05
[45,] 1.346608e-05 1.449297e-05 1.472465e-05 1.406777e-05 1.258427e-05
[46,] 6.166614e-06 6.787083e-06 7.049878e-06 6.880270e-06 6.279396e-06
[47,] 2.603282e-06 2.929437e-06 3.109703e-06 3.098494e-06 2.883406e-06
[48,] 1.012609e-06 1.164735e-06 1.263045e-06 1.284185e-06 1.217797e-06
[49,] 3.627684e-07 4.264056e-07 4.721580e-07 4.896074e-07 4.728801e-07
[50,] 1.196570e-07 1.436861e-07 1.623920e-07 1.716555e-07 1.687694e-07
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 4.500182e-07 3.394717e-07 2.356849e-07 1.497482e-07 8.682456e-08
 [2,] 1.125040e-06 8.589822e-07 6.034090e-07 3.878530e-07 2.274763e-07
 [3,] 2.579085e-06 1.993040e-06 1.416572e-06 9.211223e-07 5.464787e-07
 [4,] 5.421540e-06 4.240324e-06 3.049386e-06 2.005912e-06 1.203798e-06
 [5,] 1.045056e-05 8.272441e-06 6.019126e-06 4.005453e-06 2.431522e-06
 [6,] 1.847213e-05 1.479859e-05 1.089437e-05 7.333930e-06 4.503464e-06
 [7,] 2.994040e-05 2.427513e-05 1.808092e-05 1.231314e-05 7.648230e-06
 [8,] 4.450091e-05 3.651434e-05 2.751653e-05 1.895625e-05 1.191034e-05
 [9,] 6.065577e-05 5.036668e-05 3.840040e-05 2.676074e-05 1.700767e-05
[10,] 7.582681e-05 6.371566e-05 4.914539e-05 3.464461e-05 2.227139e-05
[11,] 8.696948e-05 7.394189e-05 5.769397e-05 4.113784e-05 2.674807e-05
[12,] 9.159815e-05 7.877461e-05 6.216249e-05 4.482459e-05 2.947415e-05
[13,] 8.879284e-05 7.718647e-05 6.156421e-05 4.487289e-05 2.982734e-05
[14,] 7.968954e-05 6.989383e-05 5.626199e-05 4.140018e-05 2.779096e-05
[15,] 6.719452e-05 5.919897e-05 4.791310e-05 3.548381e-05 2.399412e-05
[16,] 5.505688e-05 4.824643e-05 3.892865e-05 2.880703e-05 1.950418e-05
[17,] 4.671576e-05 4.003581e-05 3.170207e-05 2.311072e-05 1.547314e-05
[18,] 4.435213e-05 3.657580e-05 2.792033e-05 1.968235e-05 1.279269e-05
[19,] 4.839035e-05 3.841528e-05 2.816407e-05 1.904594e-05 1.187530e-05
[20,] 5.749800e-05 4.460451e-05 3.184892e-05 2.089990e-05 1.259998e-05
[21,] 6.903240e-05 5.303869e-05 3.746691e-05 2.427142e-05 1.440181e-05
[22,] 7.983032e-05 6.109539e-05 4.305464e-05 2.783040e-05 1.646435e-05
[23,] 8.714927e-05 6.641731e-05 4.678063e-05 3.028919e-05 1.796738e-05
[24,] 8.946407e-05 6.760667e-05 4.748611e-05 3.078171e-05 1.832728e-05
[25,] 8.682480e-05 6.457851e-05 4.498905e-05 2.909461e-05 1.735375e-05
[26,] 8.066321e-05 5.844537e-05 4.003717e-05 2.566380e-05 1.526538e-05
[27,] 7.320044e-05 5.102779e-05 3.395665e-05 2.135248e-05 1.256555e-05
[28,] 6.676886e-05 4.425108e-05 2.818426e-05 1.712983e-05 9.845270e-06
[29,] 6.330823e-05 3.968471e-05 2.389307e-05 1.379942e-05 7.606689e-06
[30,] 6.410650e-05 3.833113e-05 2.182123e-05 1.186841e-05 6.171652e-06
[31,] 6.969526e-05 4.060391e-05 2.227518e-05 1.155099e-05 5.679796e-06
[32,] 7.978129e-05 4.636305e-05 2.519862e-05 1.283191e-05 6.132906e-06
[33,] 9.317690e-05 5.491604e-05 3.020928e-05 1.551138e-05 7.432379e-06
[34,] 1.077976e-04 6.499321e-05 3.658141e-05 1.920016e-05 9.382541e-06
[35,] 1.208560e-04 7.479502e-05 4.323463e-05 2.329615e-05 1.167246e-05
[36,] 1.293512e-04 8.222960e-05 4.882884e-05 2.701117e-05 1.387702e-05
[37,] 1.308199e-04 8.537870e-05 5.202544e-05 2.950246e-05 1.551581e-05
[38,] 1.241202e-04 8.307479e-05 5.186749e-05 3.009775e-05 1.617309e-05
[39,] 1.098953e-04 7.533745e-05 4.811962e-05 2.852465e-05 1.563450e-05
[40,] 9.044010e-05 6.342329e-05 4.138309e-05 2.502305e-05 1.396996e-05
[41,] 6.897357e-05 4.942106e-05 3.290045e-05 2.026757e-05 1.151204e-05
[42,] 4.863563e-05 3.556812e-05 2.413216e-05 1.512988e-05 8.735461e-06
[43,] 3.165391e-05 2.360473e-05 1.630722e-05 1.039668e-05 6.097157e-06
[44,] 1.899043e-05 1.442814e-05 1.014140e-05 6.570329e-06 3.911530e-06
[45,] 1.049177e-05 8.115415e-06 5.799836e-06 3.816189e-06 2.305195e-06
[46,] 5.333876e-06 4.197711e-06 3.048508e-06 2.036181e-06 1.247500e-06
[47,] 2.493835e-06 1.995713e-06 1.472070e-06 9.976867e-07 6.197563e-07
[48,] 1.071839e-06 8.717684e-07 6.528302e-07 4.487967e-07 2.825902e-07
[49,] 4.233261e-07 3.497770e-07 2.658243e-07 1.853084e-07 1.182439e-07
[50,] 1.535967e-07 1.288741e-07 9.936367e-08 7.022035e-08 4.539753e-08

> image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7)
> if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE)
> if (par4=='Y') points(x,z)
> (r<-lm(z ~ x))

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
    975.629        6.982  

> abline(r)
> box()
> dev.off()
null device 
          1 
> try(system("convert tmp/18nz91262012800.ps tmp/18nz91262012800.png",intern=TRUE))
character(0)
> try(system("convert tmp/2bhzt1262012800.ps tmp/2bhzt1262012800.png",intern=TRUE))
character(0)
> try(system("convert tmp/30usu1262012800.ps tmp/30usu1262012800.png",intern=TRUE))
character(0)
> try(system("convert tmp/4wmka1262012800.ps tmp/4wmka1262012800.png",intern=TRUE))
character(0)
> try(system("convert tmp/50avn1262012800.ps tmp/50avn1262012800.png",intern=TRUE))
character(0)
> try(system("convert tmp/6pb1x1262012800.ps tmp/6pb1x1262012800.png",intern=TRUE))
character(0)
> try(system("convert tmp/7r8ir1262012800.ps tmp/7r8ir1262012800.png",intern=TRUE))
character(0)
> 
> 
> proc.time()
   user  system elapsed 
  2.008   1.315   3.060