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.
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(71660,64496,58078,53511,50883,48614,45844,41303,31060,27860,57794,66642,70639,64864,58397,54424,44148,42065,38546,35324,26599,24935,51349,58672,61271,53145,46211,40744,41248,39032,35907,33335,23988,23099,46390,51588,51579,45390,39215,38433,37676,36055,32986,30953,23558,22487,43528,47913,48621,42169,38444,38692,38124,37886,37310,34689,26450,25565,46562,52653,54807)
> y <- c(326011,328282,317480,317539,313737,312276,309391,302950,300316,304035,333476,337698,335932,323931,313927,314485,313218,309664,302963,298989,298423,301631,329765,335083,327616,309119,295916,291413,291542,284678,276475,272566,264981,263290,296806,303598,286994,276427,266424,267153,268381,262522,255542,253158,243803,250741,280445,285257,270976,261076,255603,260376,263903,264291,263276,262572,256167,264221,293860,300713,287224)
> x <- c(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)
> par7 = 'Niet-werkende werkzoekenden in hun wachttijd'
> par6 = 'Niet-werkenden werkzoekende vrouwsen'
> par5 = 'Niet-werkende werkzoekende mannen'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1qdqr1257200268.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/26i6j1257200268.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3g0o21257200268.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4xqtp1257200268.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5ebwa1257200268.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
 -18698.045        1.161  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6wqzf1257200268.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] 229770.3 232259.3 234748.3 237237.3 239726.3 242215.3 244704.2 247193.2
 [9] 249682.2 252171.2 254660.2 257149.2 259638.2 262127.2 264616.1 267105.1
[17] 269594.1 272083.1 274572.1 277061.1 279550.1 282039.0 284528.0 287017.0
[25] 289506.0 291995.0 294484.0 296973.0 299462.0 301950.9 304439.9 306928.9
[33] 309417.9 311906.9 314395.9 316884.9 319373.8 321862.8 324351.8 326840.8
[41] 329329.8 331818.8 334307.8 336796.8 339285.7 341774.7 344263.7 346752.7
[49] 349241.7 351730.7

$yords
 [1] 13451.02 14823.36 16195.71 17568.06 18940.40 20312.75 21685.09 23057.44
 [9] 24429.79 25802.13 27174.48 28546.83 29919.17 31291.52 32663.86 34036.21
[17] 35408.56 36780.90 38153.25 39525.60 40897.94 42270.29 43642.63 45014.98
[25] 46387.33 47759.67 49132.02 50504.37 51876.71 53249.06 54621.40 55993.75
[33] 57366.10 58738.44 60110.79 61483.14 62855.48 64227.83 65600.17 66972.52
[41] 68344.87 69717.21 71089.56 72461.91 73834.25 75206.60 76578.94 77951.29
[49] 79323.64 80695.98

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.800147e-09 4.446883e-09 4.763537e-09 4.658315e-09 4.157386e-09
 [2,] 4.913982e-09 6.114141e-09 7.029309e-09 7.443021e-09 7.243480e-09
 [3,] 5.850976e-09 7.644271e-09 9.304936e-09 1.053097e-08 1.105632e-08
 [4,] 6.520076e-09 8.852064e-09 1.126646e-08 1.344080e-08 1.501882e-08
 [5,] 6.918660e-09 9.656782e-09 1.271041e-08 1.578074e-08 1.850109e-08
 [6,] 7.161387e-09 1.012560e-08 1.360927e-08 1.737103e-08 2.108035e-08
 [7,] 7.419358e-09 1.047662e-08 1.415335e-08 1.830227e-08 2.266970e-08
 [8,] 7.732804e-09 1.091586e-08 1.467710e-08 1.893917e-08 2.355836e-08
 [9,] 7.871474e-09 1.135594e-08 1.534663e-08 1.969991e-08 2.430972e-08
[10,] 7.463826e-09 1.133912e-08 1.582697e-08 2.058060e-08 2.532769e-08
[11,] 6.329229e-09 1.037133e-08 1.538783e-08 2.088294e-08 2.627550e-08
[12,] 4.677538e-09 8.390080e-09 1.350601e-08 1.963861e-08 2.603622e-08
[13,] 2.972225e-09 5.880855e-09 1.039343e-08 1.647167e-08 2.354920e-08
[14,] 1.617553e-09 3.537298e-09 6.901808e-09 1.203322e-08 1.881437e-08
[15,] 7.672566e-10 1.830232e-09 3.934332e-09 7.569412e-09 1.303353e-08
[16,] 3.606832e-10 8.533078e-10 1.954143e-09 4.106427e-09 7.779788e-09
[17,] 2.697595e-10 4.618298e-10 9.413665e-10 2.003759e-09 4.061617e-09
[18,] 4.087332e-10 4.852527e-10 6.597794e-10 1.091274e-09 2.046961e-09
[19,] 7.539950e-10 8.394292e-10 9.160727e-10 1.058270e-09 1.412977e-09
[20,] 1.298585e-09 1.511455e-09 1.644584e-09 1.719288e-09 1.814455e-09
[21,] 1.987015e-09 2.471588e-09 2.834332e-09 3.035368e-09 3.102299e-09
[22,] 2.675501e-09 3.581958e-09 4.389359e-09 4.964334e-09 5.249113e-09
[23,] 3.155161e-09 4.569065e-09 6.023142e-09 7.272889e-09 8.116659e-09
[24,] 3.243555e-09 5.104283e-09 7.277649e-09 9.447974e-09 1.124360e-08
[25,] 2.892482e-09 4.968604e-09 7.700785e-09 1.081253e-08 1.382616e-08
[26,] 2.226776e-09 4.192591e-09 7.096779e-09 1.083548e-08 1.498531e-08
[27,] 1.473440e-09 3.051752e-09 5.665328e-09 9.451997e-09 1.421993e-08
[28,] 8.348468e-10 1.907845e-09 3.898241e-09 7.137033e-09 1.173927e-08
[29,] 4.038013e-10 1.020649e-09 2.302093e-09 4.641458e-09 8.382596e-09
[30,] 1.663285e-10 4.658759e-10 1.162641e-09 2.588759e-09 5.151388e-09
[31,] 5.823693e-11 1.810210e-10 5.007414e-10 1.234061e-09 2.713116e-09
[32,] 1.730839e-11 5.977129e-11 1.835191e-10 5.014410e-10 1.220588e-09
[33,] 4.362035e-12 1.674911e-11 5.713911e-11 1.733193e-10 4.678547e-10
[34,] 9.314548e-13 3.979267e-12 1.509511e-11 5.087978e-11 1.524926e-10
[35,] 1.684333e-13 8.009654e-13 3.380596e-12 1.267110e-11 4.220377e-11
[36,] 2.578143e-14 1.365192e-13 6.413767e-13 2.674762e-12 9.907198e-12
[37,] 3.339365e-15 1.969576e-14 1.030339e-13 4.782825e-13 1.971072e-12
[38,] 3.659312e-16 2.404500e-15 1.400990e-14 7.241219e-14 3.321638e-13
[39,] 3.391873e-17 2.483456e-16 1.611981e-15 9.279364e-15 4.739291e-14
[40,] 2.659056e-18 2.169687e-17 1.569157e-16 1.006220e-15 5.723299e-15
[41,] 1.762868e-19 1.603217e-18 1.292074e-17 9.231078e-17 5.848538e-16
[42,] 9.882834e-21 1.001843e-19 8.998504e-19 7.163618e-18 5.056347e-17
[43,] 4.684767e-22 5.294059e-21 5.300016e-20 4.702031e-19 3.697912e-18
[44,] 1.877658e-23 2.365548e-22 2.639825e-21 2.610190e-20 2.287486e-19
[45,] 6.362790e-25 8.937294e-24 1.111827e-22 1.225350e-21 1.196753e-20
[46,] 1.822925e-26 2.854935e-25 3.959538e-24 4.864375e-23 5.295010e-22
[47,] 4.415352e-28 7.710548e-27 1.192278e-25 1.632862e-24 1.981156e-23
[48,] 9.041207e-30 1.760599e-28 3.035435e-27 4.634579e-26 6.268159e-25
[49,] 1.565098e-31 3.398675e-30 6.533729e-29 1.112227e-27 1.676919e-26
[50,] 2.290332e-33 5.546503e-32 1.189003e-30 2.256741e-29 3.793294e-28
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.397689e-09 2.565000e-09 1.816521e-09 1.233525e-09 8.218010e-10
 [2,] 6.482162e-09 5.358262e-09 4.132285e-09 3.021430e-09 2.136949e-09
 [3,] 1.075400e-08 9.701560e-09 8.159098e-09 6.462538e-09 4.893553e-09
 [4,] 1.569934e-08 1.534045e-08 1.402970e-08 1.206619e-08 9.847290e-09
 [5,] 2.049342e-08 2.143810e-08 2.116262e-08 1.972060e-08 1.740148e-08
 [6,] 2.437668e-08 2.690296e-08 2.832659e-08 2.839857e-08 2.705877e-08
 [7,] 2.696116e-08 3.089278e-08 3.416723e-08 3.641557e-08 3.722520e-08
 [8,] 2.835057e-08 3.315541e-08 3.784266e-08 4.219058e-08 4.572782e-08
 [9,] 2.911189e-08 3.410569e-08 3.937723e-08 4.501305e-08 5.084418e-08
[10,] 2.997612e-08 3.463955e-08 3.962401e-08 4.536208e-08 5.218556e-08
[11,] 3.117172e-08 3.555167e-08 3.980239e-08 4.463509e-08 5.088571e-08
[12,] 3.188542e-08 3.670408e-08 4.060032e-08 4.429367e-08 4.893721e-08
[13,] 3.064130e-08 3.674871e-08 4.135168e-08 4.471628e-08 4.788647e-08
[14,] 2.653364e-08 3.404551e-08 4.024881e-08 4.463767e-08 4.761951e-08
[15,] 2.014948e-08 2.813118e-08 3.578209e-08 4.200031e-08 4.632616e-08
[16,] 1.324072e-08 2.029074e-08 2.816322e-08 3.573289e-08 4.198786e-08
[17,] 7.543265e-09 1.268861e-08 1.932888e-08 2.681267e-08 3.419089e-08
[18,] 3.891752e-09 7.003420e-09 1.161100e-08 1.762689e-08 2.459086e-08
[19,] 2.214632e-09 3.774764e-09 6.423036e-09 1.039869e-08 1.573557e-08
[20,] 2.072724e-09 2.700865e-09 3.961328e-09 6.145328e-09 9.521353e-09
[21,] 3.134251e-09 3.286294e-09 3.750361e-09 4.749020e-09 6.544378e-09
[22,] 5.293951e-09 5.243853e-09 5.290832e-09 5.628015e-09 6.444744e-09
[23,] 8.486337e-09 8.482334e-09 8.330888e-09 8.289817e-09 8.566494e-09
[24,] 1.238608e-08 1.281658e-08 1.272513e-08 1.246121e-08 1.237603e-08
[25,] 1.621921e-08 1.764194e-08 1.807906e-08 1.785862e-08 1.749548e-08
[26,] 1.887762e-08 2.183356e-08 2.345708e-08 2.382343e-08 2.344823e-08
[27,] 1.937466e-08 2.404980e-08 2.743107e-08 2.912103e-08 2.933744e-08
[28,] 1.740623e-08 2.336999e-08 2.859113e-08 3.216972e-08 3.376518e-08
[29,] 1.359663e-08 1.987417e-08 2.630047e-08 3.172096e-08 3.522220e-08
[30,] 9.179614e-09 1.468624e-08 2.116743e-08 2.761685e-08 3.284756e-08
[31,] 5.329614e-09 9.372824e-09 1.479425e-08 2.103091e-08 2.705933e-08
[32,] 2.650159e-09 5.140255e-09 8.923398e-09 1.389924e-08 1.949285e-08
[33,] 1.125029e-09 2.412792e-09 4.621743e-09 7.921653e-09 1.217915e-08
[34,] 4.067324e-10 9.663612e-10 2.047523e-09 3.874115e-09 6.557505e-09
[35,] 1.250001e-10 3.294840e-10 7.735981e-10 1.619623e-09 3.027593e-09
[36,] 3.261191e-11 9.546713e-11 2.487188e-10 5.771774e-10 1.194237e-09
[37,] 7.215561e-12 2.347705e-11 6.793625e-11 1.749649e-10 4.013635e-10
[38,] 1.352916e-12 4.895500e-12 1.574625e-11 4.504798e-11 1.147045e-10
[39,] 2.148536e-13 8.649995e-13 3.094257e-12 9.840105e-12 2.783532e-11
[40,] 2.888754e-14 1.294436e-13 5.151842e-13 1.822100e-12 5.729731e-12
[41,] 3.287341e-15 1.639941e-14 7.264263e-14 2.858483e-13 9.996963e-13
[42,] 3.165537e-16 1.758483e-15 8.671466e-15 3.797530e-14 1.477610e-13
[43,] 2.578968e-17 1.595585e-16 8.761005e-16 4.271007e-15 1.849422e-14
[44,] 1.777390e-18 1.224909e-17 7.490145e-17 4.065535e-16 1.959598e-15
[45,] 1.036124e-19 7.954895e-19 5.417949e-18 3.274788e-17 1.757335e-16
[46,] 5.108571e-21 4.369899e-20 3.315425e-19 2.231863e-18 1.333606e-17
[47,] 2.130173e-22 2.030385e-21 1.716171e-20 1.286829e-19 8.563009e-19
[48,] 7.511631e-24 7.978622e-23 7.513919e-22 6.276324e-21 4.651648e-20
[49,] 2.239940e-25 2.651522e-24 2.782461e-23 2.589336e-22 2.137625e-21
[50,] 5.648073e-27 7.451731e-26 8.714093e-25 9.035264e-24 8.309357e-23
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.441294e-10 3.559351e-10 2.250529e-10 1.339617e-10 7.343004e-11
 [2,] 1.486820e-09 1.021895e-09 6.853478e-10 4.385261e-10 2.615679e-10
 [3,] 3.600159e-09 2.599560e-09 1.837636e-09 1.252585e-09 8.060564e-10
 [4,] 7.719588e-09 5.879543e-09 4.370082e-09 3.149253e-09 2.166219e-09
 [5,] 1.463550e-08 1.183474e-08 9.266259e-09 7.029369e-09 5.124573e-09
 [6,] 2.451206e-08 2.118492e-08 1.756398e-08 1.402606e-08 1.077511e-08
 [7,] 3.630662e-08 3.368878e-08 2.976302e-08 2.511879e-08 2.030407e-08
 [8,] 4.774837e-08 4.759443e-08 4.503069e-08 4.040453e-08 3.446480e-08
 [9,] 5.618564e-08 5.988027e-08 6.076542e-08 5.828181e-08 5.276194e-08
[10,] 5.991204e-08 6.750286e-08 7.319593e-08 7.522493e-08 7.269990e-08
[11,] 5.911205e-08 6.902114e-08 7.908629e-08 8.683476e-08 8.987100e-08
[12,] 5.576047e-08 6.548199e-08 7.759853e-08 9.001194e-08 9.952429e-08
[13,] 5.240783e-08 5.982134e-08 7.091298e-08 8.490365e-08 9.913130e-08
[14,] 5.047341e-08 5.500241e-08 6.292166e-08 7.499294e-08 9.016048e-08
[15,] 4.923763e-08 5.208973e-08 5.675099e-08 6.495453e-08 7.737804e-08
[16,] 4.651319e-08 4.974251e-08 5.291342e-08 5.775938e-08 6.589877e-08
[17,] 4.059754e-08 4.562367e-08 4.952520e-08 5.324214e-08 5.821448e-08
[18,] 3.179393e-08 3.852430e-08 4.431242e-08 4.911612e-08 5.345233e-08
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[31,] 2.143026e-11 6.747173e-12 1.889164e-12 4.699453e-13 1.037888e-13
[32,] 3.575401e-11 1.224471e-11 3.740120e-12 1.017464e-12 2.462441e-13
[33,] 6.377486e-11 2.323320e-11 7.574784e-12 2.207331e-12 5.743042e-13
[34,] 1.391250e-10 5.343296e-11 1.834664e-11 5.627886e-12 1.541973e-12
[35,] 3.520967e-10 1.455026e-10 5.357440e-11 1.755428e-11 5.116638e-12
[36,] 8.809396e-10 3.994272e-10 1.612382e-10 5.781262e-11 1.839047e-11
[37,] 1.976786e-09 9.898732e-10 4.421116e-10 1.754858e-10 6.177731e-11
[38,] 3.848286e-09 2.125730e-09 1.051568e-09 4.633368e-10 1.812663e-10
[39,] 6.468688e-09 3.918663e-09 2.140447e-09 1.045646e-09 4.546324e-10
[40,] 9.467084e-09 6.222847e-09 3.728015e-09 2.011259e-09 9.697746e-10
[41,] 1.228206e-08 8.614797e-09 5.595110e-09 3.308899e-09 1.761401e-09
[42,] 1.450846e-08 1.061730e-08 7.341033e-09 4.698657e-09 2.738675e-09
[43,] 1.608895e-08 1.200233e-08 8.623633e-09 5.856183e-09 3.684866e-09
[44,] 1.712112e-08 1.284910e-08 9.371069e-09 6.580933e-09 4.374075e-09
[45,] 1.751997e-08 1.328097e-08 9.727120e-09 6.905279e-09 4.720347e-09
[46,] 1.697598e-08 1.320494e-08 9.788310e-09 6.975523e-09 4.803178e-09
[47,] 1.527222e-08 1.237894e-08 9.452521e-09 6.842147e-09 4.735343e-09
[48,] 1.258241e-08 1.071373e-08 8.554128e-09 6.408990e-09 4.527698e-09
[49,] 9.436333e-09 8.449174e-09 7.102382e-09 5.584528e-09 4.105230e-09
[50,] 6.435364e-09 6.040315e-09 5.347229e-09 4.436332e-09 3.435069e-09

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

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
 -6.229e+04    3.635e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7bs741257200268.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] 214189.7 216088.8 217987.9 219887.0 221786.1 223685.2 225584.3 227483.4
 [9] 229382.5 231281.6 233180.7 235079.8 236978.9 238877.9 240777.0 242676.1
[17] 244575.2 246474.3 248373.4 250272.5 252171.6 254070.7 255969.8 257868.9
[25] 259768.0 261667.0 263566.1 265465.2 267364.3 269263.4 271162.5 273061.6
[33] 274960.7 276859.8 278758.9 280658.0 282557.1 284456.1 286355.2 288254.3
[41] 290153.4 292052.5 293951.6 295850.7 297749.8 299648.9 301548.0 303447.1
[49] 305346.2 307245.3

$yords
 [1] 13451.02 14823.36 16195.71 17568.06 18940.40 20312.75 21685.09 23057.44
 [9] 24429.79 25802.13 27174.48 28546.83 29919.17 31291.52 32663.86 34036.21
[17] 35408.56 36780.90 38153.25 39525.60 40897.94 42270.29 43642.63 45014.98
[25] 46387.33 47759.67 49132.02 50504.37 51876.71 53249.06 54621.40 55993.75
[33] 57366.10 58738.44 60110.79 61483.14 62855.48 64227.83 65600.17 66972.52
[41] 68344.87 69717.21 71089.56 72461.91 73834.25 75206.60 76578.94 77951.29
[49] 79323.64 80695.98

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.245973e-09 6.206958e-09 6.755103e-09 6.758554e-09 6.214407e-09
 [2,] 6.533182e-09 8.169589e-09 9.415418e-09 9.992576e-09 9.760454e-09
 [3,] 7.456164e-09 9.815489e-09 1.194314e-08 1.341487e-08 1.389704e-08
 [4,] 7.871485e-09 1.084776e-08 1.387233e-08 1.643328e-08 1.800842e-08
 [5,] 7.782529e-09 1.114482e-08 1.488470e-08 1.850069e-08 2.136114e-08
 [6,] 7.314322e-09 1.078847e-08 1.492688e-08 1.933054e-08 2.338130e-08
 [7,] 6.640185e-09 9.994198e-09 1.419254e-08 1.898356e-08 2.387060e-08
 [8,] 5.914378e-09 9.004167e-09 1.299947e-08 1.778539e-08 2.303436e-08
 [9,] 5.241961e-09 8.011947e-09 1.165678e-08 1.615473e-08 2.133131e-08
[10,] 4.676078e-09 7.137898e-09 1.039131e-08 1.445926e-08 1.926952e-08
[11,] 4.219726e-09 6.428210e-09 9.328528e-09 1.294907e-08 1.726405e-08
[12,] 3.829481e-09 5.855560e-09 8.489139e-09 1.173720e-08 1.557345e-08
[13,] 3.436447e-09 5.333062e-09 7.792999e-09 1.079201e-08 1.427144e-08
[14,] 2.988086e-09 4.760978e-09 7.098333e-09 9.958286e-09 1.324281e-08
[15,] 2.488335e-09 4.093712e-09 6.286921e-09 9.041649e-09 1.224556e-08
[16,] 2.006720e-09 3.383781e-09 5.353609e-09 7.938573e-09 1.105840e-08
[17,] 1.649485e-09 2.769455e-09 4.437007e-09 6.732849e-09 9.647414e-09
[18,] 1.513695e-09 2.414705e-09 3.767005e-09 5.687134e-09 8.239687e-09
[19,] 1.652817e-09 2.442063e-09 3.565204e-09 5.132547e-09 7.246584e-09
[20,] 2.067020e-09 2.894855e-09 3.960049e-09 5.328382e-09 7.085144e-09
[21,] 2.710930e-09 3.736163e-09 4.954792e-09 6.370318e-09 8.006418e-09
[22,] 3.502819e-09 4.865957e-09 6.442603e-09 8.177102e-09 1.001481e-08
[23,] 4.326668e-09 6.133743e-09 8.235927e-09 1.053001e-08 1.288904e-08
[24,] 5.034358e-09 7.341351e-09 1.008281e-08 1.311672e-08 1.625374e-08
[25,] 5.465039e-09 8.253847e-09 1.167376e-08 1.555247e-08 1.963954e-08
[26,] 5.490097e-09 8.642955e-09 1.267173e-08 1.739763e-08 2.251151e-08
[27,] 5.067820e-09 8.363918e-09 1.279301e-08 1.822033e-08 2.430700e-08
[28,] 4.273044e-09 7.428397e-09 1.192073e-08 1.772517e-08 2.454308e-08
[29,] 3.275582e-09 6.020396e-09 1.018330e-08 1.589683e-08 2.299339e-08
[30,] 2.274742e-09 4.432512e-09 7.930855e-09 1.305692e-08 1.983799e-08
[31,] 1.427379e-09 2.954681e-09 5.607058e-09 9.769070e-09 1.566030e-08
[32,] 8.077959e-10 1.778883e-09 3.587179e-09 6.630851e-09 1.125284e-08
[33,] 4.117628e-10 9.656180e-10 2.071946e-09 4.070811e-09 7.331318e-09
[34,] 1.888753e-10 4.720119e-10 1.078710e-09 2.255539e-09 4.318350e-09
[35,] 7.791239e-11 2.075956e-10 5.056344e-10 1.126198e-09 2.294999e-09
[36,] 2.888990e-11 8.209968e-11 2.132197e-10 5.061861e-10 1.098882e-09
[37,] 9.626251e-12 2.918376e-11 8.084148e-11 2.046499e-10 4.735720e-10
[38,] 2.881665e-12 9.321578e-12 2.754784e-11 7.438600e-11 1.835610e-10
[39,] 7.748831e-13 2.674824e-12 8.434645e-12 2.429903e-11 6.396159e-11
[40,] 1.871471e-13 6.894320e-13 2.319980e-12 7.131639e-12 2.002853e-11
[41,] 4.059242e-14 1.595980e-13 5.731589e-13 1.880219e-12 5.634549e-12
[42,] 7.906578e-15 3.317899e-14 1.271713e-13 4.452279e-13 1.423862e-12
[43,] 1.382883e-15 6.193907e-15 2.533877e-14 9.468061e-14 3.231556e-13
[44,] 2.171747e-16 1.038250e-15 4.533457e-15 1.808020e-14 6.586289e-14
[45,] 3.062192e-17 1.562589e-16 7.282620e-16 3.100065e-15 1.205345e-14
[46,] 3.876404e-18 2.111378e-17 1.050340e-16 4.772336e-16 1.980549e-15
[47,] 4.405258e-19 2.561156e-18 1.359959e-17 6.595549e-17 2.921651e-16
[48,] 4.493977e-20 2.788856e-19 1.580685e-18 8.182743e-18 3.869061e-17
[49,] 4.115083e-21 2.725877e-20 1.649140e-19 9.112626e-19 4.599227e-18
[50,] 3.382067e-22 2.391356e-21 1.544293e-20 9.108595e-20 4.907178e-19
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.250593e-09 4.076644e-09 2.909380e-09 1.909575e-09 1.153743e-09
 [2,] 8.771813e-09 7.253095e-09 5.519299e-09 3.867495e-09 2.498112e-09
 [3,] 1.327051e-08 1.167877e-08 9.473891e-09 7.088306e-09 4.896970e-09
 [4,] 1.823902e-08 1.706454e-08 1.474869e-08 1.178157e-08 8.708352e-09
 [5,] 2.287943e-08 2.271259e-08 2.089056e-08 1.780848e-08 1.408441e-08
 [6,] 2.636665e-08 2.768303e-08 2.704022e-08 2.457021e-08 2.078347e-08
 [7,] 2.816258e-08 3.112129e-08 3.217113e-08 3.109023e-08 2.809322e-08
 [8,] 2.819807e-08 3.257342e-08 3.544950e-08 3.630101e-08 3.495596e-08
 [9,] 2.682900e-08 3.211150e-08 3.652259e-08 3.940784e-08 4.027769e-08
[10,] 2.463286e-08 3.022627e-08 3.558796e-08 4.014340e-08 4.328487e-08
[11,] 2.219304e-08 2.759576e-08 3.324839e-08 3.880327e-08 4.376289e-08
[12,] 1.996029e-08 2.486904e-08 3.027287e-08 3.609029e-08 4.208855e-08
[13,] 1.817937e-08 2.251865e-08 2.737206e-08 3.286904e-08 3.907491e-08
[14,] 1.684959e-08 2.074393e-08 2.501961e-08 2.990769e-08 3.569664e-08
[15,] 1.574593e-08 1.943292e-08 2.333038e-08 2.765043e-08 3.276746e-08
[16,] 1.455063e-08 1.824273e-08 2.205476e-08 2.608984e-08 3.066480e-08
[17,] 1.306882e-08 1.682185e-08 2.075397e-08 2.483658e-08 2.923582e-08
[18,] 1.140451e-08 1.507702e-08 1.911393e-08 2.341142e-08 2.798230e-08
[19,] 9.971903e-09 1.331390e-08 1.722240e-08 2.162331e-08 2.646369e-08
[20,] 9.327082e-09 1.214787e-08 1.562308e-08 1.979933e-08 2.468624e-08
[21,] 9.924350e-09 1.223559e-08 1.510124e-08 1.870979e-08 2.322811e-08
[22,] 1.193403e-08 1.398585e-08 1.632791e-08 1.922854e-08 2.301748e-08
[23,] 1.519634e-08 1.739680e-08 1.955906e-08 2.192357e-08 2.489590e-08
[24,] 1.929265e-08 2.206985e-08 2.452682e-08 2.678660e-08 2.920330e-08
[25,] 2.365544e-08 2.734514e-08 3.053622e-08 3.321007e-08 3.557854e-08
[26,] 2.764521e-08 3.245262e-08 3.667349e-08 4.018237e-08 4.304386e-08
[27,] 3.058964e-08 3.660474e-08 4.199644e-08 4.656957e-08 5.030285e-08
[28,] 3.185086e-08 3.904881e-08 4.563865e-08 5.133740e-08 5.608771e-08
[29,] 3.098176e-08 3.916660e-08 4.687272e-08 5.365806e-08 5.939928e-08
[30,] 2.793338e-08 3.666770e-08 4.523238e-08 5.297242e-08 5.960036e-08
[31,] 2.317115e-08 3.179051e-08 4.071143e-08 4.910787e-08 5.645195e-08
[32,] 1.757231e-08 2.533775e-08 3.390910e-08 4.243627e-08 5.018529e-08
[33,] 1.212255e-08 1.845050e-08 2.594800e-08 3.391860e-08 4.157133e-08
[34,] 7.578981e-09 1.221552e-08 1.813222e-08 2.489770e-08 3.184395e-08
[35,] 4.282468e-09 7.326664e-09 1.151615e-08 1.668492e-08 2.239959e-08
[36,] 2.182730e-09 3.970562e-09 6.624384e-09 1.016070e-08 1.438455e-08
[37,] 1.002155e-09 1.940615e-09 3.442392e-09 5.603495e-09 8.394784e-09
[38,] 4.140777e-10 8.542768e-10 1.613116e-09 2.791545e-09 4.437016e-09
[39,] 1.538685e-10 3.383993e-10 6.807803e-10 1.254023e-09 2.118637e-09
[40,] 5.139629e-11 1.205452e-10 2.585199e-10 5.073337e-10 9.122806e-10
[41,] 1.542696e-11 3.859759e-11 8.827770e-11 1.846808e-10 3.537975e-10
[42,] 4.159951e-12 1.110494e-11 2.709450e-11 6.045264e-11 1.234650e-10
[43,] 1.007567e-12 2.870200e-12 7.472087e-12 1.778597e-11 3.874520e-11
[44,] 2.191674e-13 6.662972e-13 1.851093e-12 4.701819e-12 1.092892e-11
[45,] 4.280960e-14 1.389055e-13 4.118687e-13 1.116538e-12 2.769981e-12
[46,] 7.508041e-15 2.600251e-14 8.229434e-14 2.381332e-13 6.306806e-13
[47,] 1.182205e-15 4.370288e-15 1.476417e-14 4.560793e-14 1.289716e-13
[48,] 1.671103e-16 6.594226e-16 2.378102e-15 7.843004e-15 2.368467e-14
[49,] 2.120427e-17 8.931819e-17 3.438702e-16 1.210882e-15 3.905523e-15
[50,] 2.415006e-18 1.085929e-17 4.463370e-17 1.678256e-16 5.782115e-16
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.426345e-10 3.307920e-10 1.579975e-10 7.051787e-11 2.977193e-11
 [2,] 1.489910e-09 8.227001e-10 4.224296e-10 2.031661e-10 9.263788e-11
 [3,] 3.129558e-09 1.855547e-09 1.025398e-09 5.320354e-10 2.622539e-10
 [4,] 5.967471e-09 3.802663e-09 2.263986e-09 1.268551e-09 6.764412e-10
 [5,] 1.035394e-08 7.096508e-09 4.555852e-09 2.758689e-09 1.591841e-09
 [6,] 1.639273e-08 1.208996e-08 8.373595e-09 5.481221e-09 3.421990e-09
 [7,] 2.376204e-08 1.885604e-08 1.408946e-08 9.967532e-09 6.728027e-09
 [8,] 3.166089e-08 2.700821e-08 2.175599e-08 1.661901e-08 1.211274e-08
 [9,] 3.895677e-08 3.565351e-08 3.091076e-08 2.545302e-08 1.999347e-08
[10,] 4.450581e-08 4.355269e-08 4.052726e-08 3.588196e-08 3.029996e-08
[11,] 4.751604e-08 4.946272e-08 4.919789e-08 4.667082e-08 4.223289e-08
[12,] 4.780131e-08 5.253836e-08 5.553123e-08 5.617604e-08 5.426028e-08
[13,] 4.583076e-08 5.262889e-08 5.862581e-08 6.283847e-08 6.446007e-08
[14,] 4.255903e-08 5.033954e-08 5.841627e-08 6.574871e-08 7.114240e-08
[15,] 3.908457e-08 4.680852e-08 5.571299e-08 6.501850e-08 7.349665e-08
[16,] 3.624351e-08 4.326142e-08 5.187679e-08 6.174326e-08 7.193294e-08
[17,] 3.431232e-08 4.052622e-08 4.824960e-08 5.753054e-08 6.790349e-08
[18,] 3.299641e-08 3.875979e-08 4.562169e-08 5.381429e-08 6.326200e-08
[19,] 3.174914e-08 3.755913e-08 4.403411e-08 5.132540e-08 5.949812e-08
[20,] 3.024828e-08 3.640136e-08 4.302755e-08 5.001091e-08 5.726942e-08
[21,] 2.873087e-08 3.513169e-08 4.215753e-08 4.940202e-08 5.645259e-08
[22,] 2.797537e-08 3.418781e-08 4.142690e-08 4.913903e-08 5.658221e-08
[23,] 2.894937e-08 3.443727e-08 4.137485e-08 4.930047e-08 5.732199e-08
[24,] 3.232735e-08 3.674471e-08 4.281007e-08 5.037787e-08 5.868423e-08
[25,] 3.811999e-08 4.150462e-08 4.636763e-08 5.297855e-08 6.095616e-08
[26,] 4.557337e-08 4.835078e-08 5.210569e-08 5.743837e-08 6.445491e-08
[27,] 5.336707e-08 5.616061e-08 5.930381e-08 6.349985e-08 6.923133e-08
[28,] 6.000731e-08 6.335733e-08 6.655705e-08 7.017748e-08 7.480615e-08
[29,] 6.422485e-08 6.838278e-08 7.216319e-08 7.591342e-08 8.006033e-08
[30,] 6.521366e-08 7.012644e-08 7.465775e-08 7.903221e-08 8.342788e-08
[31,] 6.268536e-08 6.813700e-08 7.325109e-08 7.832184e-08 8.340954e-08
[32,] 5.684205e-08 6.260221e-08 6.797859e-08 7.344936e-08 7.918185e-08
[33,] 4.835710e-08 5.421586e-08 5.956399e-08 6.500695e-08 7.095121e-08
[34,] 3.832779e-08 4.403626e-08 4.914816e-08 5.422211e-08 5.985135e-08
[35,] 2.809511e-08 3.332937e-08 3.802625e-08 4.254331e-08 4.748531e-08
[36,] 1.891655e-08 2.334159e-08 2.742880e-08 3.129753e-08 3.540326e-08
[37,] 1.163157e-08 1.502557e-08 1.832521e-08 2.148466e-08 2.475549e-08
[38,] 6.501832e-09 8.839699e-09 1.126740e-08 1.368216e-08 1.617682e-08
[39,] 3.292554e-09 4.730917e-09 6.339485e-09 8.034267e-09 9.830121e-09
[40,] 1.506700e-09 2.295177e-09 3.248588e-09 4.325579e-09 5.523492e-09
[41,] 6.219029e-10 1.006718e-09 1.510588e-09 2.124945e-09 2.853787e-09
[42,] 2.312344e-10 3.984653e-10 6.356306e-10 9.487945e-10 1.348971e-09
[43,] 7.737723e-11 1.421246e-10 2.415399e-10 3.839090e-10 5.809673e-10
[44,] 2.328726e-11 4.563754e-11 8.276855e-11 1.404636e-10 2.272248e-10
[45,] 6.300324e-12 1.318409e-11 2.554971e-11 4.639724e-11 8.051093e-11
[46,] 1.531792e-12 3.424863e-12 7.099679e-12 1.382077e-11 2.579760e-11
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[27,] 3.161655e-08 2.657274e-08 2.119885e-08 1.596050e-08 1.129179e-08
[28,] 3.066721e-08 2.605457e-08 2.116858e-08 1.632209e-08 1.188142e-08
[29,] 3.192882e-08 2.709045e-08 2.220763e-08 1.741731e-08 1.298196e-08
[30,] 3.651295e-08 3.075888e-08 2.529045e-08 2.008780e-08 1.529339e-08
[31,] 4.498492e-08 3.782249e-08 3.124110e-08 2.514326e-08 1.957007e-08
[32,] 5.694988e-08 4.834070e-08 4.039707e-08 3.307883e-08 2.639046e-08
[33,] 7.087138e-08 6.139334e-08 5.230592e-08 4.377520e-08 3.587425e-08
[34,] 8.432333e-08 7.511428e-08 6.562901e-08 5.632862e-08 4.746757e-08
[35,] 9.468117e-08 8.712058e-08 7.836771e-08 6.913618e-08 5.992488e-08
[36,] 1.000022e-07 9.522525e-08 8.838446e-08 8.025619e-08 7.154238e-08
[37,] 9.968497e-08 9.814405e-08 9.403485e-08 8.793118e-08 8.058069e-08
[38,] 9.457019e-08 9.586754e-08 9.464689e-08 9.107261e-08 8.572153e-08
[39,] 8.643914e-08 8.952337e-08 9.064028e-08 8.951535e-08 8.638499e-08
[40,] 7.719795e-08 8.081845e-08 8.325253e-08 8.395711e-08 8.280153e-08
[41,] 6.817913e-08 7.135970e-08 7.402603e-08 7.564232e-08 7.584766e-08
[42,] 5.986754e-08 6.217451e-08 6.429963e-08 6.594467e-08 6.674371e-08
[43,] 5.208011e-08 5.360084e-08 5.490565e-08 5.600995e-08 5.673244e-08
[44,] 4.439477e-08 4.550499e-08 4.614628e-08 4.656464e-08 4.682674e-08
[45,] 3.655588e-08 3.763993e-08 3.798888e-08 3.791890e-08 3.767715e-08
[46,] 2.867061e-08 2.993522e-08 3.033478e-08 3.011617e-08 2.957658e-08
[47,] 2.116048e-08 2.259498e-08 2.321252e-08 2.312728e-08 2.257430e-08
[48,] 1.455376e-08 1.600448e-08 1.681653e-08 1.698232e-08 1.662531e-08
[49,] 9.255480e-09 1.054077e-08 1.141113e-08 1.178772e-08 1.169300e-08
[50,] 5.408680e-09 6.407806e-09 7.188685e-09 7.654356e-09 7.767353e-09
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.604184e-22 6.060086e-23 7.287989e-24 8.007854e-25 8.038727e-26
 [2,] 5.388730e-21 7.566722e-22 9.708619e-23 1.138175e-23 1.219109e-24
 [3,] 5.656105e-20 8.472281e-21 1.159686e-21 1.450465e-22 1.657596e-23
 [4,] 5.324857e-19 8.507732e-20 1.242251e-20 1.657527e-21 2.020882e-22
 [5,] 4.497094e-18 7.663308e-19 1.193515e-19 1.698740e-20 2.209447e-21
 [6,] 3.407855e-17 6.192887e-18 1.028667e-18 1.561639e-19 2.166586e-20
 [7,] 2.317740e-16 4.491024e-17 7.955079e-18 1.287980e-18 1.905896e-19
 [8,] 1.415196e-15 2.923464e-16 5.521449e-17 9.532817e-18 1.504373e-18
 [9,] 7.760715e-15 1.708850e-15 3.440680e-16 6.333614e-17 1.065789e-17
[10,] 3.824041e-14 8.973327e-15 1.925733e-15 3.778916e-16 6.779593e-17
[11,] 1.694059e-13 4.235262e-14 9.685644e-15 2.025704e-15 3.873902e-16
[12,] 6.751907e-13 1.797934e-13 4.380411e-14 9.761943e-15 1.989534e-15
[13,] 2.423217e-12 6.870512e-13 1.782758e-13 4.232222e-14 9.190009e-15
[14,] 7.839406e-12 2.365705e-12 6.535426e-13 1.652214e-13 3.821365e-14
[15,] 2.289026e-11 7.348761e-12 2.160542e-12 5.814488e-13 1.431926e-13
[16,] 6.041615e-11 2.062433e-11 6.450053e-12 1.847079e-12 4.841525e-13
[17,] 1.443989e-10 5.238424e-11 1.741773e-11 5.304926e-12 1.479350e-12
[18,] 3.131701e-10 1.206532e-10 4.262646e-11 1.380062e-11 4.092314e-12
[19,] 6.177723e-10 2.525682e-10 9.474931e-11 3.258841e-11 1.027001e-11
[20,] 1.111404e-09 4.817570e-10 1.917542e-10 7.001655e-11 2.343557e-11
[21,] 1.829079e-09 8.397082e-10 3.542944e-10 1.372274e-10 4.875025e-11
[22,] 2.763367e-09 1.341802e-09 5.994432e-10 2.460514e-10 9.269688e-11
[23,] 3.848838e-09 1.973205e-09 9.320063e-10 4.049217e-10 1.616147e-10
[24,] 4.968907e-09 2.683457e-09 1.337504e-09 6.141099e-10 2.593547e-10
[25,] 5.991083e-09 3.398098e-09 1.782854e-09 8.634089e-10 3.852795e-10
[26,] 6.823980e-09 4.050210e-09 2.230168e-09 1.136623e-09 5.351450e-10
[27,] 7.480940e-09 4.627544e-09 2.665841e-09 1.427037e-09 7.084665e-10
[28,] 8.135583e-09 5.226045e-09 3.142710e-09 1.766117e-09 9.261234e-10
[29,] 9.157049e-09 6.097660e-09 3.827965e-09 2.263685e-09 1.260172e-09
[30,] 1.110541e-08 7.673253e-09 5.041411e-09 3.150155e-09 1.872318e-09
[31,] 1.465425e-08 1.052945e-08 7.256403e-09 4.799109e-09 3.046664e-09
[32,] 2.041417e-08 1.526677e-08 1.102849e-08 7.697130e-09 5.188960e-09
[33,] 2.867899e-08 2.229738e-08 1.683306e-08 1.233221e-08 8.760154e-09
[34,] 3.918578e-08 3.160195e-08 2.484158e-08 1.900579e-08 1.413168e-08
[35,] 5.101385e-08 4.256601e-08 3.472237e-08 2.762669e-08 2.139474e-08
[36,] 6.270673e-08 5.399815e-08 4.557115e-08 3.758120e-08 3.019991e-08
[37,] 7.260158e-08 6.435947e-08 5.603420e-08 4.775927e-08 3.970987e-08
[38,] 7.925164e-08 7.213652e-08 6.460507e-08 5.675597e-08 4.870806e-08
[39,] 8.178277e-08 7.622320e-08 6.999999e-08 6.319784e-08 5.584720e-08
[40,] 8.005885e-08 7.617215e-08 7.148002e-08 6.609327e-08 5.997426e-08
[41,] 7.462428e-08 7.223722e-08 6.900515e-08 6.508687e-08 6.043740e-08
[42,] 6.648725e-08 6.522554e-08 6.317638e-08 6.052208e-08 5.726530e-08
[43,] 5.684638e-08 5.624962e-08 5.501634e-08 5.329337e-08 5.113791e-08
[44,] 4.683950e-08 4.647552e-08 4.569590e-08 4.456578e-08 4.315629e-08
[45,] 3.735636e-08 3.691917e-08 3.629948e-08 3.548654e-08 3.451916e-08
[46,] 2.894278e-08 2.830924e-08 2.766642e-08 2.698009e-08 2.624562e-08
[47,] 2.181298e-08 2.103215e-08 2.031105e-08 1.964911e-08 1.902543e-08
[48,] 1.595151e-08 1.516924e-08 1.442095e-08 1.376318e-08 1.319476e-08
[49,] 1.124329e-08 1.060384e-08 9.927963e-09 9.312840e-09 8.792828e-09
[50,] 7.564111e-09 7.141845e-09 6.621722e-09 6.106889e-09 5.657106e-09
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 7.372319e-27 6.176644e-28 4.727364e-29 3.305180e-30 2.110910e-31
 [2,] 1.192998e-25 1.066557e-26 8.710854e-28 6.499199e-29 4.429647e-30
 [3,] 1.730744e-24 1.651020e-25 1.438865e-26 1.145578e-27 8.332060e-29
 [4,] 2.251264e-23 2.291378e-24 2.130754e-25 1.810185e-26 1.404917e-27
 [5,] 2.625852e-22 2.851438e-23 2.829073e-24 2.564458e-25 2.123742e-26
 [6,] 2.746812e-21 3.182105e-22 3.368286e-23 3.257580e-24 2.878423e-25
 [7,] 2.577383e-20 3.185073e-21 3.596617e-22 3.710937e-23 3.498382e-24
 [8,] 2.169779e-19 2.860012e-20 3.444953e-21 3.791746e-22 3.813405e-23
 [9,] 1.639295e-18 2.304472e-19 2.960610e-20 3.475845e-21 3.728928e-22
[10,] 1.111865e-17 1.666747e-18 2.283595e-19 2.859372e-20 3.271875e-21
[11,] 6.773071e-17 1.082524e-17 1.581474e-18 2.111669e-19 2.576902e-20
[12,] 3.707571e-16 6.316761e-17 9.838261e-18 1.400629e-18 1.822528e-19
[13,] 1.824961e-15 3.313723e-16 5.501104e-17 8.348555e-18 1.158141e-18
[14,] 8.084188e-15 1.564030e-15 2.766835e-16 4.475088e-17 6.616928e-18
[15,] 3.226122e-14 6.648224e-15 1.252925e-15 2.159150e-16 3.401972e-17
[16,] 1.161250e-13 2.548100e-14 5.114159e-15 9.387187e-16 1.575598e-16
[17,] 3.775874e-13 8.818671e-14 1.884239e-14 3.682509e-15 6.582112e-16
[18,] 1.111004e-12 2.760605e-13 6.276661e-14 1.305587e-14 2.484090e-15
[19,] 2.964101e-12 7.831991e-13 1.894023e-13 4.191184e-14 8.484936e-15
[20,] 7.186635e-12 2.018200e-12 5.188561e-13 1.220850e-13 2.628580e-14
[21,] 1.587379e-11 4.735094e-12 1.293449e-12 3.234524e-13 7.403002e-14
[22,] 3.202684e-11 1.014150e-11 2.941859e-12 7.814718e-13 1.900435e-13
[23,] 5.919990e-11 1.988663e-11 6.122744e-12 1.726954e-12 4.460831e-13
[24,] 1.006287e-10 3.583648e-11 1.170552e-11 3.504929e-12 9.616359e-13
[25,] 1.581904e-10 5.969571e-11 2.068658e-11 6.578600e-12 1.918987e-12
[26,] 2.323863e-10 9.295716e-11 3.421897e-11 1.158398e-11 3.604580e-12
[27,] 3.256813e-10 1.384538e-10 5.438084e-11 1.972144e-11 6.601284e-12
[28,] 4.525876e-10 2.059043e-10 8.713490e-11 3.427639e-11 1.252691e-11
[29,] 6.599251e-10 3.247787e-10 1.500175e-10 6.492947e-11 2.628086e-11
[30,] 1.057847e-09 5.671166e-10 2.876127e-10 1.374360e-10 6.160465e-11
[31,] 1.854183e-09 1.078146e-09 5.958309e-10 3.109870e-10 1.523059e-10
[32,] 3.371739e-09 2.102083e-09 1.248992e-09 7.018342e-10 3.701549e-10
[33,] 6.018000e-09 3.978023e-09 2.512060e-09 1.502986e-09 8.451309e-10
[34,] 1.018389e-08 7.078183e-09 4.711640e-09 2.979089e-09 1.774378e-09
[35,] 1.608181e-08 1.168134e-08 8.147210e-09 5.413597e-09 3.398910e-09
[36,] 2.357846e-08 1.781551e-08 1.295561e-08 9.003912e-09 5.933280e-09
[37,] 3.210081e-08 2.513805e-08 1.898135e-08 1.373661e-08 9.459739e-09
[38,] 4.067048e-08 3.291646e-08 2.571871e-08 1.930306e-08 1.383178e-08
[39,] 4.807160e-08 4.012979e-08 3.236141e-08 2.510512e-08 1.864228e-08
[40,] 5.311516e-08 4.566682e-08 3.794629e-08 3.035481e-08 2.328105e-08
[41,] 5.493837e-08 4.857877e-08 4.155275e-08 3.423143e-08 2.705818e-08
[42,] 5.325280e-08 4.833343e-08 4.252173e-08 3.605799e-08 2.934885e-08
[43,] 4.843946e-08 4.499086e-08 4.064992e-08 3.547167e-08 2.973086e-08
[44,] 4.142843e-08 3.920875e-08 3.628475e-08 3.255033e-08 2.810036e-08
[45,] 3.340406e-08 3.204320e-08 3.024616e-08 2.782921e-08 2.473249e-08
[46,] 2.547245e-08 2.462355e-08 2.357754e-08 2.216073e-08 2.023505e-08
[47,] 1.843154e-08 1.785408e-08 1.723456e-08 1.645567e-08 1.537891e-08
[48,] 1.269910e-08 1.226239e-08 1.185871e-08 1.142644e-08 1.086845e-08
[49,] 8.363481e-09 8.009717e-09 7.714958e-09 7.450271e-09 7.162429e-09
[50,] 5.289640e-09 4.997699e-09 4.767889e-09 4.584181e-09 4.420993e-09
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.231495e-32 6.562658e-34 3.194470e-35 1.420318e-36 5.768157e-38
 [2,] 2.757895e-31 1.568484e-32 8.148235e-34 3.866543e-35 1.675924e-36
 [3,] 5.535943e-30 3.359972e-31 1.862819e-32 9.433889e-34 4.364067e-35
 [4,] 9.961010e-29 6.451684e-30 3.817202e-31 2.063064e-32 1.018521e-33
 [5,] 1.606748e-27 1.110516e-28 7.011595e-30 4.044045e-31 2.130668e-32
 [6,] 2.323652e-26 1.713697e-27 1.154586e-28 7.106224e-30 3.995434e-31
 [7,] 3.013194e-25 2.371105e-26 1.704591e-27 1.119501e-28 6.716688e-30
 [8,] 3.504165e-24 2.941980e-25 2.256621e-26 1.581355e-27 1.012375e-28
 [9,] 3.655357e-23 3.274020e-24 2.679276e-25 2.003200e-26 1.368327e-27
[10,] 3.421152e-22 3.268728e-23 2.853601e-24 2.276144e-25 1.658766e-26
[11,] 2.873759e-21 2.928614e-22 2.727146e-23 2.320443e-24 1.803993e-25
[12,] 2.167407e-20 2.355582e-21 2.339485e-22 2.123178e-23 1.760676e-24
[13,] 1.468474e-19 1.701762e-20 1.802309e-21 1.744357e-22 1.542757e-23
[14,] 8.943551e-19 1.104923e-19 1.247641e-20 1.287534e-21 1.214276e-22
[15,] 4.900342e-18 6.452617e-19 7.766480e-20 8.544047e-21 8.590731e-22
[16,] 2.418009e-17 3.392616e-18 4.351488e-19 5.101957e-20 5.467705e-21
[17,] 1.075842e-16 1.607873e-17 2.197019e-18 2.744488e-19 3.134043e-20
[18,] 4.322705e-16 6.878976e-17 1.000986e-17 1.331776e-18 1.619954e-19
[19,] 1.571292e-15 2.661396e-16 4.122487e-17 5.839377e-18 7.563062e-19
[20,] 5.177873e-15 9.330282e-16 1.537802e-16 2.318063e-17 3.195465e-18
[21,] 1.550455e-14 2.970972e-15 5.207996e-16 8.350822e-17 1.224721e-17
[22,] 4.230036e-14 8.616119e-15 1.605812e-15 2.738067e-16 4.270928e-17
[23,] 1.054961e-13 2.283792e-14 4.524913e-15 8.204422e-16 1.361245e-16
[24,] 2.416863e-13 5.562997e-14 1.172512e-14 2.262761e-15 3.998144e-16
[25,] 5.132917e-13 1.258711e-13 2.829572e-14 5.831133e-15 1.101710e-15
[26,] 1.030735e-12 2.708358e-13 6.539925e-14 1.451600e-14 2.962659e-15
[27,] 2.039219e-12 5.814051e-13 1.530271e-13 3.719294e-14 8.350143e-15
[28,] 4.251464e-12 1.339300e-12 3.914115e-13 1.060540e-13 2.662067e-14
[29,] 9.926354e-12 3.490539e-12 1.140087e-12 3.450995e-13 9.660335e-14
[30,] 2.578707e-11 1.003838e-11 3.620956e-12 1.206592e-12 3.705122e-13
[31,] 6.957674e-11 2.949845e-11 1.156042e-11 4.174844e-12 1.386072e-12
[32,] 1.820173e-10 8.299835e-11 3.494949e-11 1.354810e-11 4.823935e-12
[33,] 4.434566e-10 2.158924e-10 9.708826e-11 4.019972e-11 1.528917e-11
[34,] 9.881449e-10 5.113689e-10 2.447427e-10 1.079432e-10 4.375855e-11
[35,] 2.000869e-09 1.097144e-09 5.574312e-10 2.613734e-10 1.127686e-10
[36,] 3.678469e-09 2.130709e-09 1.146460e-09 5.704308e-10 2.615585e-10
[37,] 6.152386e-09 3.751963e-09 2.132118e-09 1.123278e-09 5.464638e-10
[38,] 9.396991e-09 6.010167e-09 3.595215e-09 2.000136e-09 1.030172e-09
[39,] 1.317180e-08 8.797304e-09 5.517840e-09 3.230737e-09 1.756817e-09
[40,] 1.703725e-08 1.182949e-08 7.745514e-09 4.753700e-09 2.719722e-09
[41,] 2.044294e-08 1.469591e-08 9.999667e-09 6.404238e-09 3.839151e-09
[42,] 2.284898e-08 1.695446e-08 1.194116e-08 7.944773e-09 4.967756e-09
[43,] 2.384076e-08 1.823216e-08 1.325474e-08 9.126636e-09 5.926464e-09
[44,] 2.322192e-08 1.830300e-08 1.371969e-08 9.753067e-09 6.553946e-09
[45,] 2.107804e-08 1.713964e-08 1.325325e-08 9.720683e-09 6.746436e-09
[46,] 1.778288e-08 1.493503e-08 1.193038e-08 9.036867e-09 6.476587e-09
[47,] 1.391372e-08 1.207240e-08 9.977213e-09 7.819131e-09 5.794855e-09
[48,] 1.008632e-08 9.029044e-09 7.724422e-09 6.274328e-09 4.818903e-09
[49,] 6.780153e-09 6.240680e-09 5.520672e-09 4.651458e-09 3.709645e-09
[50,] 4.238310e-09 3.989092e-09 3.637442e-09 3.176267e-09 2.632974e-09

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
 -7.563e+04    4.466e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1qdqr1257200268.ps tmp/1qdqr1257200268.png")
> system("convert tmp/26i6j1257200268.ps tmp/26i6j1257200268.png")
> system("convert tmp/3g0o21257200268.ps tmp/3g0o21257200268.png")
> system("convert tmp/4xqtp1257200268.ps tmp/4xqtp1257200268.png")
> system("convert tmp/5ebwa1257200268.ps tmp/5ebwa1257200268.png")
> system("convert tmp/6wqzf1257200268.ps tmp/6wqzf1257200268.png")
> system("convert tmp/7bs741257200268.ps tmp/7bs741257200268.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.340   2.050   3.881