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(100.64,100.63,100.43,100.80,101.33,101.88,101.85,102.04,102.22,102.63,102.65,102.54,102.37,102.68,102.76,102.82,103.31,103.23,103.60,103.95,103.93,104.25,104.38,104.36,104.32,104.58,104.68,104.92,105.46,105.23,105.58,105.34,105.28,105.70,105.67,105.71,106.19,106.93,107.44,107.85,108.71,109.32,109.49,110.20,110.62,111.22,110.88,111.15,111.29,111.09,111.24,111.45,111.75,111.07,111.17,110.96,110.50,110.48,110.66,110.46)
> y <- c(8.9,8.6,8.3,8.3,8.3,8.4,8.5,8.4,8.6,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.6,8.4,8.1,8,8,8,8,7.9,7.8,7.8,7.9,8.1,8,7.6,7.3,7,6.8,7,7.1,7.2,7.1,6.9,6.7,6.7,6.6,6.9,7.3,7.5,7.3,7.1,6.9,7.1,7.5,7.7,7.8,7.8,7.7,7.7,7.8,7.9)
> x <- c(2.86,2.55,2.27,2.26,2.57,3.07,2.76,2.51,2.87,3.14,3.11,3.16,2.47,2.57,2.89,2.63,2.38,1.69,1.96,2.19,1.87,1.6,1.63,1.22,1.21,1.49,1.64,1.66,1.77,1.82,1.78,1.28,1.29,1.37,1.12,1.51,2.24,2.94,3.09,3.46,3.64,4.39,4.15,5.21,5.8,5.91,5.39,5.46,4.72,3.14,2.63,2.32,1.93,0.62,0.6,-0.37,-1.1,-1.68,-0.78,-1.19)
> par7 = 'Gezondheidsindex (in punten)'
> par6 = 'Werkloosheid (%)'
> par5 = 'Inflatie (%)'
> 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/19x6q1257350673.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/2f3a71257350673.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/3h7vo1257350673.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/4y0501257350673.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/56j8i1257350673.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  
     8.1148      -0.1189  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6ix2d1257350673.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] 6.288236 6.347899 6.407563 6.467227 6.526891 6.586555 6.646219 6.705883
 [9] 6.765546 6.825210 6.884874 6.944538 7.004202 7.063866 7.123530 7.183193
[17] 7.242857 7.302521 7.362185 7.421849 7.481513 7.541177 7.600840 7.660504
[25] 7.720168 7.779832 7.839496 7.899160 7.958823 8.018487 8.078151 8.137815
[33] 8.197479 8.257143 8.316807 8.376470 8.436134 8.495798 8.555462 8.615126
[41] 8.674790 8.734454 8.794117 8.853781 8.913445 8.973109 9.032773 9.092437
[49] 9.152101 9.211764

$yords
 [1]  98.88216  99.17636  99.47056  99.76475 100.05895 100.35315 100.64735
 [8] 100.94154 101.23574 101.52994 101.82414 102.11833 102.41253 102.70673
[15] 103.00093 103.29512 103.58932 103.88352 104.17772 104.47191 104.76611
[22] 105.06031 105.35451 105.64870 105.94290 106.23710 106.53130 106.82549
[29] 107.11969 107.41389 107.70809 108.00228 108.29648 108.59068 108.88488
[36] 109.17907 109.47327 109.76747 110.06167 110.35586 110.65006 110.94426
[43] 111.23846 111.53265 111.82685 112.12105 112.41525 112.70944 113.00364
[50] 113.29784

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.940173e-46 1.216277e-43 6.197297e-41 2.566583e-38 8.639564e-36
 [2,] 6.029850e-44 3.212461e-41 1.391068e-38 4.896018e-36 1.400628e-33
 [3,] 1.518879e-41 6.876958e-39 2.530755e-36 7.569900e-34 1.840422e-31
 [4,] 3.100960e-39 1.193204e-36 3.731783e-34 9.486521e-32 1.960146e-29
 [5,] 5.131388e-37 1.678048e-34 4.460265e-32 9.636301e-30 1.692219e-27
 [6,] 6.882573e-35 1.912845e-32 4.321171e-30 7.934570e-28 1.184268e-25
 [7,] 7.482840e-33 1.767537e-30 3.393687e-28 5.296465e-26 6.719212e-24
 [8,] 6.594962e-31 1.324061e-28 2.160820e-26 2.866531e-24 3.091240e-22
 [9,] 4.712362e-29 8.041927e-27 1.115623e-24 1.258135e-22 1.153471e-20
[10,] 2.730374e-27 3.961128e-25 4.671791e-23 4.479607e-21 3.492318e-19
[11,] 1.283160e-25 1.582811e-23 1.587430e-21 1.294529e-19 8.584601e-18
[12,] 4.893246e-24 5.133505e-22 4.379487e-20 3.038620e-18 1.714872e-16
[13,] 1.515129e-22 1.352428e-20 9.819405e-19 5.800139e-17 2.787799e-15
[14,] 3.812976e-21 2.897655e-19 1.791873e-17 9.018956e-16 3.695917e-14
[15,] 7.810545e-20 5.058089e-18 2.666994e-16 1.145372e-14 4.008144e-13
[16,] 1.305136e-18 7.212321e-17 3.247783e-15 1.192371e-13 3.571069e-12
[17,] 1.784732e-17 8.432309e-16 3.250205e-14 1.022715e-12 2.629037e-11
[18,] 2.006320e-16 8.125772e-15 2.688829e-13 7.275210e-12 1.610931e-10
[19,] 1.866016e-15 6.499842e-14 1.853013e-12 4.327270e-11 8.284503e-10
[20,] 1.451243e-14 4.363516e-13 1.075656e-11 2.175563e-10 3.612408e-09
[21,] 9.736157e-14 2.533155e-12 5.409916e-11 9.487889e-10 1.366821e-08
[22,] 6.491308e-13 1.451889e-11 2.664689e-10 4.014230e-09 4.964326e-08
[23,] 6.510174e-12 1.218742e-10 1.866986e-09 2.341906e-08 2.407037e-07
[24,] 1.119711e-10 1.745979e-09 2.220900e-08 2.306202e-07 1.956736e-06
[25,] 2.106874e-09 2.776692e-08 2.982815e-07 2.613745e-06 1.870075e-05
[26,] 3.419817e-08 3.831741e-07 3.500427e-06 2.609529e-05 1.589333e-04
[27,] 4.553117e-07 4.344286e-06 3.381642e-05 2.149818e-04 1.117743e-03
[28,] 4.930713e-06 4.009234e-05 2.661719e-04 1.444706e-03 6.421713e-03
[29,] 4.338385e-05 3.008235e-04 1.704809e-03 7.908908e-03 3.009851e-02
[30,] 3.102115e-04 1.835723e-03 8.889288e-03 3.529370e-02 1.151945e-01
[31,] 1.803558e-03 9.116968e-03 3.776909e-02 1.285458e-01 3.606116e-01
[32,] 8.532000e-03 3.688439e-02 1.309232e-01 3.827514e-01 9.254544e-01
[33,] 3.287018e-02 1.217001e-01 3.708449e-01 9.337263e-01 1.953067e+00
[34,] 1.032441e-01 3.279798e-01 8.601433e-01 1.871842e+00 3.404605e+00
[35,] 2.647667e-01 7.234131e-01 1.638437e+00 3.097543e+00 4.937841e+00
[36,] 5.554515e-01 1.309711e+00 2.574905e+00 4.263525e+00 6.037406e+00
[37,] 9.560650e-01 1.955617e+00 3.366032e+00 4.952771e+00 6.386653e+00
[38,] 1.356992e+00 2.430010e+00 3.720697e+00 5.000924e+00 6.136800e+00
[39,] 1.604270e+00 2.560427e+00 3.597590e+00 4.636342e+00 5.750253e+00
[40,] 1.614669e+00 2.379758e+00 3.237273e+00 4.253351e+00 5.557264e+00
[41,] 1.448907e+00 2.092129e+00 2.929459e+00 4.051279e+00 5.515053e+00
[42,] 1.253119e+00 1.880638e+00 2.765367e+00 3.936268e+00 5.409491e+00
[43,] 1.125751e+00 1.766702e+00 2.641343e+00 3.755064e+00 5.180924e+00
[44,] 1.055016e+00 1.664352e+00 2.467328e+00 3.521030e+00 4.936487e+00
[45,] 9.828541e-01 1.533056e+00 2.291691e+00 3.344286e+00 4.692915e+00
[46,] 8.989006e-01 1.425999e+00 2.195833e+00 3.208686e+00 4.270782e+00
[47,] 8.448003e-01 1.388464e+00 2.134325e+00 2.937022e+00 3.505668e+00
[48,] 8.374988e-01 1.363554e+00 1.955188e+00 2.396386e+00 2.479010e+00
[49,] 8.253322e-01 1.239486e+00 1.572404e+00 1.665006e+00 1.470684e+00
[50,] 7.377868e-01 9.739690e-01 1.064743e+00 9.619345e-01 7.223071e-01
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.363810e-33 5.256809e-31 9.501971e-29 1.396022e-26 1.667091e-24
 [2,] 3.256781e-31 6.155244e-29 9.455549e-27 1.180643e-24 1.198238e-22
 [3,] 3.636919e-29 5.841763e-27 7.626818e-25 8.093539e-23 6.981239e-21
 [4,] 3.292025e-27 4.494044e-25 4.986631e-23 4.497599e-21 3.297336e-19
 [5,] 2.415474e-25 2.802567e-23 2.643112e-21 2.026241e-19 1.262674e-17
 [6,] 1.436770e-23 1.416917e-21 1.135856e-19 7.401810e-18 3.921031e-16
 [7,] 6.929101e-22 5.808651e-20 3.958402e-18 2.192955e-16 9.876971e-15
 [8,] 2.709942e-20 1.931335e-18 1.119022e-16 5.271459e-15 2.019125e-13
 [9,] 8.597566e-19 5.210282e-17 2.567368e-15 1.028717e-13 3.352195e-12
[10,] 2.213787e-17 1.141159e-15 4.783936e-14 1.631218e-12 4.524740e-11
[11,] 4.629839e-16 2.030996e-14 7.247919e-13 2.104579e-11 4.973537e-10
[12,] 7.873357e-15 2.941366e-13 8.943286e-12 2.213755e-10 4.462653e-09
[13,] 1.090584e-13 3.473439e-12 9.009644e-11 1.904065e-09 3.280109e-08
[14,] 1.233552e-12 3.354621e-11 7.436793e-10 1.344708e-08 1.984475e-07
[15,] 1.143471e-11 2.660968e-10 5.054305e-09 7.841575e-08 9.944994e-07
[16,] 8.730297e-11 1.743493e-09 2.846489e-08 3.802429e-07 4.159547e-06
[17,] 5.525609e-10 9.503212e-09 1.338550e-07 1.545385e-06 1.463568e-05
[18,] 2.921636e-09 4.343648e-08 5.297724e-07 5.304115e-06 4.361565e-05
[19,] 1.301244e-08 1.677896e-07 1.776992e-06 1.546121e-05 1.105305e-04
[20,] 4.926510e-08 5.519616e-07 5.080707e-06 3.841779e-05 2.385855e-04
[21,] 1.617475e-07 1.572138e-06 1.254737e-05 8.220534e-05 4.420875e-04
[22,] 5.039795e-07 4.199660e-06 2.872304e-05 1.612725e-04 7.441868e-04
[23,] 2.028479e-06 1.402689e-05 7.967280e-05 3.724040e-04 1.437785e-03
[24,] 1.358044e-05 7.720895e-05 3.603105e-04 1.384647e-03 4.406756e-03
[25,] 1.093856e-04 5.239575e-04 2.060090e-03 6.671847e-03 1.789775e-02
[26,] 7.920031e-04 3.235620e-03 1.086616e-02 3.011128e-02 6.923510e-02
[27,] 4.761412e-03 1.665808e-02 4.801881e-02 1.145553e-01 2.275653e-01
[28,] 2.342857e-02 7.036419e-02 1.746623e-01 3.602730e-01 6.220550e-01
[29,] 9.422516e-02 2.435535e-01 5.223946e-01 9.360634e-01 1.413985e+00
[30,] 3.101595e-01 6.921426e-01 1.288295e+00 2.017215e+00 2.687982e+00
[31,] 8.375343e-01 1.620132e+00 2.631588e+00 3.629294e+00 4.316772e+00
[32,] 1.861230e+00 3.137865e+00 4.482541e+00 5.509123e+00 5.961942e+00
[33,] 3.419243e+00 5.062950e+00 6.436715e+00 7.187845e+00 7.316001e+00
[34,] 5.228945e+00 6.883577e+00 7.946431e+00 8.340833e+00 8.417716e+00
[35,] 6.737976e+00 8.054883e+00 8.747452e+00 9.105443e+00 9.681116e+00
[36,] 7.487942e+00 8.439617e+00 9.108933e+00 9.979194e+00 1.152733e+01
[37,] 7.496351e+00 8.430117e+00 9.575877e+00 1.133906e+01 1.400095e+01
[38,] 7.227422e+00 8.557597e+00 1.043631e+01 1.310747e+01 1.676898e+01
[39,] 7.133708e+00 8.992142e+00 1.150897e+01 1.489887e+01 1.931814e+01
[40,] 7.265765e+00 9.491839e+00 1.243185e+01 1.630381e+01 2.096017e+01
[41,] 7.373298e+00 9.779622e+00 1.296147e+01 1.688676e+01 2.085467e+01
[42,] 7.291929e+00 9.780596e+00 1.289836e+01 1.613970e+01 1.849253e+01
[43,] 7.070052e+00 9.452263e+00 1.195608e+01 1.381047e+01 1.429670e+01
[44,] 6.728878e+00 8.607231e+00 9.983148e+00 1.031743e+01 9.527730e+00
[45,] 6.098356e+00 7.098704e+00 7.288770e+00 6.628877e+00 5.471162e+00
[46,] 5.012347e+00 5.115973e+00 4.563236e+00 3.645572e+00 2.735519e+00
[47,] 3.582324e+00 3.145876e+00 2.427253e+00 1.725361e+00 1.216214e+00
[48,] 2.167839e+00 1.629623e+00 1.096947e+00 7.141683e-01 4.941623e-01
[49,] 1.095201e+00 7.082971e-01 4.253455e-01 2.653845e-01 1.873336e-01
[50,] 4.592235e-01 2.593698e-01 1.445148e-01 9.102234e-02 6.615872e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.618141e-22 1.276637e-20 8.186780e-19 4.267322e-17 1.808006e-15
 [2,] 9.884683e-21 6.627999e-19 3.612472e-17 1.600415e-15 5.763344e-14
 [3,] 4.894740e-19 2.789564e-17 1.292282e-15 4.866304e-14 1.489610e-12
 [4,] 1.964992e-17 9.518820e-16 3.748331e-14 1.199875e-12 3.122436e-11
 [5,] 6.396245e-16 2.633944e-14 8.817574e-13 2.399771e-11 5.309972e-10
 [6,] 1.688596e-14 5.911998e-13 1.682858e-11 3.894862e-10 7.329998e-09
 [7,] 3.616809e-13 1.076875e-11 2.607210e-10 5.133342e-09 8.220357e-08
 [8,] 6.288856e-12 1.592947e-10 3.281738e-09 5.499757e-08 7.498928e-07
 [9,] 8.884703e-11 1.915597e-09 3.360404e-08 4.797342e-07 5.575045e-06
[10,] 1.021203e-09 1.875716e-08 2.804627e-07 3.414890e-06 3.387185e-05
[11,] 9.568289e-09 1.499051e-07 1.913290e-06 1.990330e-05 1.688420e-04
[12,] 7.329267e-08 9.811492e-07 1.071149e-05 9.542700e-05 6.942258e-04
[13,] 4.608552e-07 5.284240e-06 4.948174e-05 3.786910e-04 2.370617e-03
[14,] 2.391911e-06 2.356477e-05 1.899147e-04 1.253150e-03 6.775982e-03
[15,] 1.031869e-05 8.766698e-05 6.103890e-04 3.485691e-03 1.633833e-02
[16,] 3.729311e-05 2.742535e-04 1.655470e-03 8.207195e-03 3.343465e-02
[17,] 1.137769e-04 7.264301e-04 3.810709e-03 1.642964e-02 5.824286e-02
[18,] 2.946585e-04 1.635770e-03 7.462901e-03 2.799071e-02 8.639781e-02
[19,] 6.492107e-04 3.132889e-03 1.242489e-02 4.055063e-02 1.093172e-01
[20,] 1.216785e-03 5.098223e-03 1.757989e-02 5.012892e-02 1.195313e-01
[21,] 1.952808e-03 7.102134e-03 2.139776e-02 5.414503e-02 1.181879e-01
[22,] 2.831151e-03 8.947397e-03 2.387429e-02 5.543588e-02 1.171047e-01
[23,] 4.621516e-03 1.257043e-02 2.981614e-02 6.448303e-02 1.326753e-01
[24,] 1.174016e-02 2.671749e-02 5.377330e-02 1.003327e-01 1.806003e-01
[25,] 4.014735e-02 7.655533e-02 1.275664e-01 1.935482e-01 2.813237e-01
[26,] 1.332069e-01 2.172917e-01 3.069022e-01 3.887802e-01 4.717888e-01
[27,] 3.797064e-01 5.388668e-01 6.634632e-01 7.371072e-01 8.138026e-01
[28,] 9.080779e-01 1.136859e+00 1.250919e+00 1.281146e+00 1.408821e+00
[29,] 1.822999e+00 2.044012e+00 2.068164e+00 2.066673e+00 2.434240e+00
[30,] 3.099079e+00 3.179934e+00 3.083704e+00 3.206520e+00 4.157210e+00
[31,] 4.538553e+00 4.415547e+00 4.348862e+00 4.935255e+00 6.831741e+00
[32,] 5.910270e+00 5.756568e+00 6.094957e+00 7.535497e+00 1.051045e+01
[33,] 7.209856e+00 7.465412e+00 8.654163e+00 1.116011e+01 1.500398e+01
[34,] 8.764531e+00 9.926502e+00 1.224180e+01 1.576121e+01 2.005964e+01
[35,] 1.099417e+01 1.335567e+01 1.683620e+01 2.114124e+01 2.536803e+01
[36,] 1.405146e+01 1.765661e+01 2.215750e+01 2.678175e+01 3.014979e+01
[37,] 1.771555e+01 2.241310e+01 2.745115e+01 3.145328e+01 3.295371e+01
[38,] 2.147261e+01 2.673226e+01 3.123936e+01 3.338384e+01 3.239925e+01
[39,] 2.445656e+01 2.916046e+01 3.180039e+01 3.138930e+01 2.832394e+01
[40,] 2.546720e+01 2.831767e+01 2.842099e+01 2.594277e+01 2.203638e+01
[41,] 2.358637e+01 2.402634e+01 2.215806e+01 1.893182e+01 1.540725e+01
[42,] 1.904586e+01 1.768911e+01 1.515576e+01 1.236608e+01 9.801084e+00
[43,] 1.329445e+01 1.135814e+01 9.237230e+00 7.353877e+00 5.713807e+00
[44,] 8.045511e+00 6.461340e+00 5.121143e+00 4.027972e+00 3.039996e+00
[45,] 4.280981e+00 3.331852e+00 2.624899e+00 2.027870e+00 1.452550e+00
[46,] 2.049916e+00 1.590405e+00 1.245320e+00 9.225181e-01 6.093785e-01
[47,] 9.058128e-01 7.069532e-01 5.376019e-01 3.698059e-01 2.194882e-01
[48,] 3.740777e-01 2.881845e-01 2.054591e-01 1.274412e-01 6.664555e-02
[49,] 1.428515e-01 1.046435e-01 6.764856e-02 3.702325e-02 1.683484e-02
[50,] 4.900064e-02 3.284947e-02 1.878674e-02 8.942934e-03 3.505965e-03
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 6.226618e-14 1.743076e-12 3.966447e-11 7.336939e-10 1.103237e-08
 [2,] 1.687092e-12 4.014504e-11 7.765472e-10 1.221120e-08 1.561067e-07
 [3,] 3.706723e-11 7.498319e-10 1.233143e-08 1.648762e-07 1.792360e-06
 [4,] 6.605857e-10 1.136220e-08 1.588995e-07 1.806924e-06 1.670921e-05
 [5,] 9.553113e-09 1.397524e-07 1.662562e-06 1.608602e-05 1.266000e-04
 [6,] 1.121826e-07 1.396387e-06 1.413866e-05 1.164680e-04 7.807144e-04
 [7,] 1.070808e-06 1.134849e-05 9.787317e-05 6.870654e-04 3.927130e-03
 [8,] 8.320823e-06 7.515472e-05 5.527212e-04 3.311120e-03 1.616418e-02
 [9,] 5.275617e-05 4.066654e-04 2.554664e-03 1.308538e-02 5.468340e-02
[10,] 2.738154e-04 1.804926e-03 9.707455e-03 4.262774e-02 1.529531e-01
[11,] 1.168724e-03 6.605648e-03 3.050875e-02 1.152403e-01 3.563404e-01
[12,] 4.127344e-03 2.006963e-02 7.989011e-02 2.605824e-01 6.972185e-01
[13,] 1.214929e-02 5.101989e-02 1.757226e-01 4.968846e-01 1.155073e+00
[14,] 3.004933e-02 1.093834e-01 3.271241e-01 8.047234e-01 1.632025e+00
[15,] 6.290224e-02 1.990603e-01 5.183659e-01 1.113217e+00 1.981713e+00
[16,] 1.119892e-01 3.087186e-01 7.020237e-01 1.324195e+00 2.098598e+00
[17,] 1.699307e-01 4.090890e-01 8.177438e-01 1.376876e+00 2.010110e+00
[18,] 2.201319e-01 4.664327e-01 8.355767e-01 1.306451e+00 1.871239e+00
[19,] 2.456397e-01 4.690573e-01 7.884789e-01 1.225160e+00 1.829746e+00
[20,] 2.438418e-01 4.424715e-01 7.493110e-01 1.219679e+00 1.886431e+00
[21,] 2.321529e-01 4.293813e-01 7.617851e-01 1.269407e+00 1.921984e+00
[22,] 2.345608e-01 4.494555e-01 8.021014e-01 1.294588e+00 1.890349e+00
[23,] 2.625467e-01 4.876830e-01 8.295015e-01 1.303988e+00 1.989355e+00
[24,] 3.165904e-01 5.358445e-01 8.877430e-01 1.505283e+00 2.664327e+00
[25,] 4.137975e-01 6.553352e-01 1.173568e+00 2.304700e+00 4.480391e+00
[26,] 6.208504e-01 1.019399e+00 2.042741e+00 4.219474e+00 7.907379e+00
[27,] 1.079636e+00 1.927550e+00 3.951639e+00 7.671934e+00 1.295054e+01
[28,] 2.030065e+00 3.767883e+00 7.259044e+00 1.259720e+01 1.874663e+01
[29,] 3.793638e+00 6.837943e+00 1.185360e+01 1.809042e+01 2.365101e+01
[30,] 6.628993e+00 1.103013e+01 1.690265e+01 2.264226e+01 2.614494e+01
[31,] 1.048951e+01 1.569178e+01 2.119624e+01 2.508959e+01 2.591409e+01
[32,] 1.496160e+01 1.999488e+01 2.398721e+01 2.544638e+01 2.398341e+01
[33,] 1.956892e+01 2.353208e+01 2.544711e+01 2.468147e+01 2.173929e+01
[34,] 2.405991e+01 2.637141e+01 2.616118e+01 2.368346e+01 1.986207e+01
[35,] 2.814698e+01 2.844427e+01 2.628722e+01 2.254542e+01 1.811662e+01
[36,] 3.100798e+01 2.914137e+01 2.538480e+01 2.077221e+01 1.592989e+01
[37,] 3.146379e+01 2.774532e+01 2.298668e+01 1.796587e+01 1.304183e+01
[38,] 2.889842e+01 2.416981e+01 1.916202e+01 1.425949e+01 9.708555e+00
[39,] 2.388383e+01 1.914799e+01 1.455015e+01 1.023803e+01 6.471382e+00
[40,] 1.782259e+01 1.378370e+01 9.992914e+00 6.577323e+00 3.813723e+00
[41,] 1.208721e+01 9.001798e+00 6.156313e+00 3.736655e+00 1.960415e+00
[42,] 7.472467e+00 5.297754e+00 3.361064e+00 1.850796e+00 8.662833e-01
[43,] 4.187692e+00 2.772637e+00 1.600845e+00 7.869788e-01 3.244313e-01
[44,] 2.096405e+00 1.267771e+00 6.541058e-01 2.831016e-01 1.017193e-01
[45,] 9.188632e-01 4.971991e-01 2.258008e-01 8.510799e-02 2.644260e-02
[46,] 3.455243e-01 1.645693e-01 6.504409e-02 2.118193e-02 5.658939e-03
[47,] 1.095769e-01 4.539767e-02 1.549160e-02 4.334967e-03 9.920316e-04
[48,] 2.893234e-02 1.034288e-02 3.030904e-03 7.260905e-04 1.419731e-04
[49,] 6.303138e-03 1.933991e-03 4.849645e-04 9.921991e-05 1.655167e-05
[50,] 1.126165e-03 2.955604e-04 6.327276e-05 1.103809e-05 1.570332e-06
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 1.348580e-07 1.340153e-06 1.082737e-05 7.112252e-05 3.798721e-04
 [2,] 1.622476e-06 1.371051e-05 9.420611e-05 5.263722e-04 2.391893e-03
 [3,] 1.584334e-05 1.138836e-04 6.657578e-04 3.165705e-03 1.224601e-02
 [4,] 1.256662e-04 7.687542e-04 3.825906e-03 1.549342e-02 5.106622e-02
 [5,] 8.105981e-04 4.223314e-03 1.790954e-02 6.183442e-02 1.738814e-01
 [6,] 4.259648e-03 1.892266e-02 6.846613e-02 2.018590e-01 4.852265e-01
 [7,] 1.828325e-02 6.936200e-02 2.145396e-01 5.413697e-01 1.115478e+00
 [8,] 6.433766e-02 2.089172e-01 5.538622e-01 1.199957e+00 2.127603e+00
 [9,] 1.865706e-01 5.201242e-01 1.186035e+00 2.215466e+00 3.399007e+00
[10,] 4.488399e-01 1.078365e+00 2.124432e+00 3.440781e+00 4.606417e+00
[11,] 9.030024e-01 1.878156e+00 3.214399e+00 4.550693e+00 5.393589e+00
[12,] 1.532475e+00 2.773850e+00 4.155744e+00 5.213552e+00 5.621398e+00
[13,] 2.212601e+00 3.509907e+00 4.663717e+00 5.323408e+00 5.482040e+00
[14,] 2.742244e+00 3.861466e+00 4.672531e+00 5.094410e+00 5.345908e+00
[15,] 2.959228e+00 3.802689e+00 4.406119e+00 4.896651e+00 5.443293e+00
[16,] 2.870364e+00 3.550599e+00 4.207165e+00 4.937437e+00 5.668718e+00
[17,] 2.668261e+00 3.394601e+00 4.236322e+00 5.086777e+00 5.719633e+00
[18,] 2.572601e+00 3.435336e+00 4.341101e+00 5.055632e+00 5.454701e+00
[19,] 2.626358e+00 3.511541e+00 4.270731e+00 4.772730e+00 5.116746e+00
[20,] 2.680047e+00 3.433710e+00 4.038197e+00 4.574485e+00 5.203465e+00
[21,] 2.617475e+00 3.297479e+00 4.054401e+00 5.027328e+00 6.138564e+00
[22,] 2.599089e+00 3.557512e+00 4.922905e+00 6.590060e+00 8.048552e+00
[23,] 3.089371e+00 4.825763e+00 7.125022e+00 9.390088e+00 1.071888e+01
[24,] 4.685861e+00 7.596372e+00 1.078552e+01 1.311576e+01 1.359328e+01
[25,] 7.881428e+00 1.197832e+01 1.546981e+01 1.694761e+01 1.584057e+01
[26,] 1.274519e+01 1.738797e+01 2.006476e+01 1.971271e+01 1.666895e+01
[27,] 1.853713e+01 2.243148e+01 2.308704e+01 2.043845e+01 1.578322e+01
[28,] 2.366330e+01 2.542374e+01 2.349960e+01 1.896503e+01 1.356589e+01
[29,] 2.641726e+01 2.542743e+01 2.140593e+01 1.602214e+01 1.078853e+01
[30,] 2.612543e+01 2.290181e+01 1.792017e+01 1.268491e+01 8.140079e+00
[31,] 2.359988e+01 1.928042e+01 1.433927e+01 9.734937e+00 5.962896e+00
[32,] 2.040011e+01 1.590221e+01 1.139862e+01 7.419285e+00 4.290406e+00
[33,] 1.765764e+01 1.328437e+01 9.140764e+00 5.620689e+00 3.018284e+00
[34,] 1.552969e+01 1.119459e+01 7.266454e+00 4.144332e+00 2.038849e+00
[35,] 1.353516e+01 9.191939e+00 5.529441e+00 2.886222e+00 1.289669e+00
[36,] 1.122305e+01 7.072741e+00 3.895799e+00 1.845270e+00 7.438453e-01
[37,] 8.561763e+00 4.953831e+00 2.477709e+00 1.057109e+00 3.815285e-01
[38,] 5.879542e+00 3.095864e+00 1.394534e+00 5.313899e-01 1.702836e-01
[39,] 3.578997e+00 1.698687e+00 6.826258e-01 2.301320e-01 6.502206e-02
[40,] 1.904273e+00 8.059789e-01 2.860256e-01 8.454984e-02 2.103530e-02
[41,] 8.729583e-01 3.258970e-01 1.011691e-01 2.604581e-02 5.784152e-03
[42,] 3.399605e-01 1.108528e-01 2.986966e-02 6.683214e-03 1.393883e-03
[43,] 1.110743e-01 3.138567e-02 7.301775e-03 1.431560e-03 3.188802e-04
[44,] 3.014297e-02 7.338188e-03 1.471423e-03 2.615302e-04 7.740826e-05
[45,] 6.743474e-03 1.409188e-03 2.448109e-04 4.337606e-05 2.050188e-05
[46,] 1.237102e-03 2.216470e-04 3.412623e-05 7.311936e-06 5.373853e-06
[47,] 1.854590e-04 2.858695e-05 4.172587e-06 1.356855e-06 1.253257e-06
[48,] 2.268154e-05 3.053671e-06 4.941246e-07 2.611547e-07 2.458124e-07
[49,] 2.264950e-06 2.790615e-07 6.340196e-08 4.626837e-08 3.965094e-08
[50,] 1.859248e-07 2.362149e-08 8.772718e-09 6.991730e-09 5.217228e-09
             [,26]        [,27]        [,28]        [,29]        [,30]
 [1,] 1.649877e-03 5.827684e-03 1.674285e-02 3.913167e-02 7.442228e-02
 [2,] 8.840633e-03 2.658213e-02 6.503602e-02 1.295107e-01 2.100149e-01
 [3,] 3.854585e-02 9.874873e-02 2.059725e-01 3.499814e-01 4.849154e-01
 [4,] 1.370344e-01 2.995124e-01 5.335263e-01 7.753866e-01 9.214788e-01
 [5,] 3.984411e-01 7.445012e-01 1.135701e+00 1.417710e+00 1.456344e+00
 [6,] 9.517124e-01 1.525039e+00 2.001431e+00 2.163369e+00 1.953254e+00
 [7,] 1.879310e+00 2.595451e+00 2.955007e+00 2.811863e+00 2.312394e+00
 [8,] 3.095345e+00 3.715906e+00 3.730414e+00 3.232655e+00 2.586692e+00
 [9,] 4.306942e+00 4.565966e+00 4.173657e+00 3.500728e+00 2.965037e+00
[10,] 5.161506e+00 4.980909e+00 4.386892e+00 3.847353e+00 3.609020e+00
[11,] 5.499300e+00 5.093202e+00 4.644386e+00 4.447729e+00 4.502523e+00
[12,] 5.483835e+00 5.217856e+00 5.139200e+00 5.255481e+00 5.468418e+00
[13,] 5.464408e+00 5.568382e+00 5.805778e+00 6.048131e+00 6.316243e+00
[14,] 5.670531e+00 6.068119e+00 6.387748e+00 6.616542e+00 6.954270e+00
[15,] 6.014581e+00 6.436203e+00 6.667543e+00 6.901911e+00 7.372684e+00
[16,] 6.199217e+00 6.460327e+00 6.635492e+00 6.976177e+00 7.542192e+00
[17,] 6.036004e+00 6.199534e+00 6.465562e+00 6.913812e+00 7.349567e+00
[18,] 5.670750e+00 5.942208e+00 6.343820e+00 6.694378e+00 6.683357e+00
[19,] 5.504763e+00 5.976655e+00 6.325371e+00 6.258055e+00 5.614186e+00
[20,] 5.906623e+00 6.404414e+00 6.361068e+00 5.648563e+00 4.431848e+00
[21,] 6.997736e+00 7.146904e+00 6.413390e+00 5.027600e+00 3.444015e+00
[22,] 8.641233e+00 8.037493e+00 6.466255e+00 4.518251e+00 2.760370e+00
[23,] 1.049817e+01 8.836139e+00 6.435019e+00 4.089584e+00 2.289150e+00
[24,] 1.205608e+01 9.229986e+00 6.162606e+00 3.621671e+00 1.889371e+00
[25,] 1.275881e+01 8.960093e+00 5.543799e+00 3.041906e+00 1.488441e+00
[26,] 1.229011e+01 7.995723e+00 4.623112e+00 2.378261e+00 1.091563e+00
[27,] 1.077611e+01 6.560473e+00 3.563141e+00 1.716886e+00 7.369913e-01
[28,] 8.687898e+00 4.985693e+00 2.542974e+00 1.141084e+00 4.587542e-01
[29,] 6.544798e+00 3.543310e+00 1.686257e+00 6.996915e-01 2.713656e-01
[30,] 4.685606e+00 2.376604e+00 1.045042e+00 4.018953e-01 1.680696e-01
[31,] 3.230131e+00 1.517554e+00 6.126697e-01 2.255577e-01 1.267187e-01
[32,] 2.157474e+00 9.298053e-01 3.461750e-01 1.333822e-01 1.198178e-01
[33,] 1.392039e+00 5.479520e-01 1.920865e-01 8.957745e-02 1.239354e-01
[34,] 8.559014e-01 3.078158e-01 1.061176e-01 6.893180e-02 1.245440e-01
[35,] 4.902057e-01 1.617549e-01 5.936376e-02 5.721720e-02 1.156078e-01
[36,] 2.546417e-01 7.820627e-02 3.472414e-02 4.757256e-02 9.679271e-02
[37,] 1.171230e-01 3.495138e-02 2.181700e-02 3.729216e-02 7.153050e-02
[38,] 4.700108e-02 1.511670e-02 1.434920e-02 2.629346e-02 4.562776e-02
[39,] 1.652574e-02 6.847904e-03 9.160157e-03 1.609311e-02 2.463793e-02
[40,] 5.303998e-03 3.359178e-03 5.267473e-03 8.341689e-03 1.110016e-02
[41,] 1.701506e-03 1.666311e-03 2.600462e-03 3.603596e-03 4.132107e-03
[42,] 5.938786e-04 7.569246e-04 1.074085e-03 1.284653e-03 1.263049e-03
[43,] 2.190631e-04 2.952143e-04 3.662838e-04 3.756533e-04 3.157645e-04
[44,] 7.648953e-05 9.588701e-05 1.024169e-04 8.977101e-05 6.440305e-05
[45,] 2.321042e-05 2.559765e-05 2.339009e-05 1.749138e-05 1.069869e-05
[46,] 5.876864e-06 5.583714e-06 4.353267e-06 2.774556e-06 1.445923e-06
[47,] 1.221695e-06 9.924354e-07 6.593351e-07 3.579322e-07 1.588573e-07
[48,] 2.072050e-07 1.435053e-07 8.118817e-08 3.752583e-08 1.417957e-08
[49,] 2.859681e-08 1.686604e-08 8.122467e-09 3.195605e-09 1.027838e-09
[50,] 3.207549e-09 1.610149e-09 6.599073e-10 2.209516e-10 6.048494e-11
             [,31]        [,32]        [,33]        [,34]        [,35]
 [1,] 1.152217e-01 1.453406e-01 1.496763e-01 1.266171e-01 8.998004e-02
 [2,] 2.775753e-01 2.996447e-01 2.657128e-01 1.971396e-01 1.310645e-01
 [3,] 5.490526e-01 5.108695e-01 3.970060e-01 2.716374e-01 1.943931e-01
 [4,] 9.004714e-01 7.345552e-01 5.226395e-01 3.684479e-01 3.384061e-01
 [5,] 1.249037e+00 9.297487e-01 6.641465e-01 5.599529e-01 6.794668e-01
 [6,] 1.526555e+00 1.123565e+00 9.127478e-01 9.710605e-01 1.372882e+00
 [7,] 1.770098e+00 1.432897e+00 1.401361e+00 1.734094e+00 2.543851e+00
 [8,] 2.129568e+00 1.999194e+00 2.230664e+00 2.916594e+00 4.189631e+00
 [9,] 2.755801e+00 2.885330e+00 3.405750e+00 4.463704e+00 6.121179e+00
[10,] 3.671032e+00 4.032294e+00 4.829434e+00 6.195096e+00 8.001683e+00
[11,] 4.753975e+00 5.307142e+00 6.342740e+00 7.853552e+00 9.450077e+00
[12,] 5.840358e+00 6.573772e+00 7.760341e+00 9.149156e+00 1.012781e+01
[13,] 6.815143e+00 7.705668e+00 8.856733e+00 9.769858e+00 9.808627e+00
[14,] 7.605745e+00 8.529700e+00 9.335524e+00 9.439966e+00 8.493694e+00
[15,] 8.100017e+00 8.781679e+00 8.906317e+00 8.102340e+00 6.511611e+00
[16,] 8.096728e+00 8.204808e+00 7.515352e+00 6.081319e+00 4.426329e+00
[17,] 7.408627e+00 6.792063e+00 5.515416e+00 3.976723e+00 2.745371e+00
[18,] 6.082272e+00 4.919796e+00 3.514060e+00 2.315872e+00 1.679951e+00
[19,] 4.478858e+00 3.150680e+00 1.996875e+00 1.292086e+00 1.152856e+00
[20,] 3.057697e+00 1.872891e+00 1.095385e+00 7.959840e-01 9.676684e-01
[21,] 2.073894e+00 1.135061e+00 6.633202e-01 6.123525e-01 9.468858e-01
[22,] 1.495726e+00 7.663927e-01 4.859997e-01 5.667278e-01 9.743093e-01
[23,] 1.151800e+00 5.755796e-01 4.114248e-01 5.610399e-01 9.956719e-01
[24,] 8.977579e-01 4.491375e-01 3.675501e-01 5.600599e-01 1.026777e+00
[25,] 6.725183e-01 3.466325e-01 3.363123e-01 5.812301e-01 1.154614e+00
[26,] 4.723893e-01 2.666168e-01 3.337042e-01 6.820826e-01 1.486226e+00
[27,] 3.133807e-01 2.239015e-01 3.934573e-01 9.188339e-01 2.050444e+00
[28,] 2.104110e-01 2.354251e-01 5.390114e-01 1.287270e+00 2.735720e+00
[29,] 1.683428e-01 3.050124e-01 7.533668e-01 1.699203e+00 3.334239e+00
[30,] 1.777544e-01 4.123174e-01 9.756996e-01 2.024348e+00 3.650288e+00
[31,] 2.162023e-01 5.180411e-01 1.132457e+00 2.157218e+00 3.575246e+00
[32,] 2.565620e-01 5.835170e-01 1.173208e+00 2.052537e+00 3.108624e+00
[33,] 2.778219e-01 5.869582e-01 1.083853e+00 1.729714e+00 2.363864e+00
[34,] 2.704368e-01 5.262630e-01 8.849580e-01 1.271034e+00 1.543819e+00
[35,] 2.350190e-01 4.161837e-01 6.281856e-01 7.996893e-01 8.517611e-01
[36,] 1.798982e-01 2.852920e-01 3.806363e-01 4.239126e-01 3.920011e-01
[37,] 1.190316e-01 1.664314e-01 1.938186e-01 1.870600e-01 1.491689e-01
[38,] 6.682919e-02 8.138453e-02 8.199070e-02 6.814659e-02 4.666022e-02
[39,] 3.137392e-02 3.299881e-02 2.859290e-02 2.038458e-02 1.195140e-02
[40,] 1.219056e-02 1.101471e-02 8.178737e-03 4.988939e-03 2.500228e-03
[41,] 3.894226e-03 3.012623e-03 1.912601e-03 9.966349e-04 4.264480e-04
[42,] 1.018358e-03 6.731391e-04 3.648626e-04 1.622497e-04 5.922975e-05
[43,] 2.174027e-04 1.226280e-04 5.669663e-05 2.150092e-05 6.692835e-06
[44,] 3.782030e-05 1.818904e-05 7.168927e-06 2.317369e-06 6.148720e-07
[45,] 5.354796e-06 2.194570e-06 7.370367e-07 2.030155e-07 4.590297e-08
[46,] 6.165081e-07 2.152314e-07 6.157648e-08 1.444954e-08 2.783596e-09
[47,] 5.768169e-08 1.714960e-08 4.178738e-09 8.352436e-10 1.370717e-10
[48,] 4.383618e-09 1.109739e-09 2.302677e-10 3.919951e-11 5.479707e-12
[49,] 2.704985e-10 5.830051e-11 1.030063e-11 1.493338e-12 1.778074e-13
[50,] 1.354916e-11 2.486014e-12 3.739793e-13 4.617080e-14 4.682266e-15
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 5.915833e-02 5.038780e-02 7.888879e-02 1.663259e-01 3.403761e-01
 [2,] 9.942555e-02 1.270444e-01 2.450135e-01 4.951895e-01 9.098171e-01
 [3,] 2.057901e-01 3.470773e-01 6.758475e-01 1.243371e+00 2.037850e+00
 [4,] 4.839391e-01 8.763825e-01 1.589875e+00 2.626952e+00 3.834986e+00
 [5,] 1.101001e+00 1.921304e+00 3.168081e+00 4.685294e+00 6.082271e+00
 [6,] 2.230472e+00 3.606341e+00 5.365085e+00 7.087799e+00 8.157547e+00
 [7,] 3.931563e+00 5.809699e+00 7.771697e+00 9.144485e+00 9.299859e+00
 [8,] 6.032507e+00 8.097157e+00 9.705317e+00 1.013405e+01 9.111274e+00
 [9,] 8.128987e+00 9.860853e+00 1.054378e+01 9.762290e+00 7.882637e+00
[10,] 9.725680e+00 1.059880e+01 1.008260e+01 8.373976e+00 6.417550e+00
[11,] 1.042231e+01 1.014877e+01 8.644693e+00 6.723060e+00 5.482560e+00
[12,] 1.004277e+01 8.743847e+00 6.870017e+00 5.489158e+00 5.340440e+00
[13,] 8.697313e+00 6.887183e+00 5.352206e+00 4.920187e+00 5.723924e+00
[14,] 6.775159e+00 5.119561e+00 4.371736e+00 4.843353e+00 6.209001e+00
[15,] 4.810769e+00 3.793820e+00 3.882797e+00 4.965076e+00 6.589224e+00
[16,] 3.243846e+00 2.989807e+00 3.707047e+00 5.135991e+00 6.901927e+00
[17,] 2.246670e+00 2.606671e+00 3.715768e+00 5.349770e+00 7.195295e+00
[18,] 1.750111e+00 2.505477e+00 3.845066e+00 5.583970e+00 7.387822e+00
[19,] 1.587531e+00 2.567477e+00 4.017379e+00 5.734694e+00 7.369758e+00
[20,] 1.600275e+00 2.681969e+00 4.126440e+00 5.723463e+00 7.217544e+00
[21,] 1.666175e+00 2.754761e+00 4.128976e+00 5.667372e+00 7.310089e+00
[22,] 1.710319e+00 2.772719e+00 4.163075e+00 5.936239e+00 8.170391e+00
[23,] 1.739393e+00 2.872190e+00 4.552323e+00 6.957247e+00 1.006168e+01
[24,] 1.869703e+00 3.305995e+00 5.602949e+00 8.850967e+00 1.267784e+01
[25,] 2.276652e+00 4.261435e+00 7.313246e+00 1.122813e+01 1.523797e+01
[26,] 3.052010e+00 5.656641e+00 9.273597e+00 1.335365e+01 1.686090e+01
[27,] 4.080651e+00 7.120225e+00 1.086116e+01 1.449179e+01 1.688421e+01
[28,] 5.067269e+00 8.178438e+00 1.152424e+01 1.415654e+01 1.506684e+01
[29,] 5.689390e+00 8.463339e+00 1.095730e+01 1.226612e+01 1.176207e+01
[30,] 5.731512e+00 7.819068e+00 9.202981e+00 9.256663e+00 7.882240e+00
[31,] 5.139049e+00 6.358051e+00 6.705621e+00 5.973648e+00 4.461873e+00
[32,] 4.042255e+00 4.469172e+00 4.163936e+00 3.246561e+00 2.107816e+00
[33,] 2.739413e+00 2.668912e+00 2.171729e+00 1.469272e+00 8.240035e-01
[34,] 1.572666e+00 1.335416e+00 9.413374e-01 5.493955e-01 2.650479e-01
[35,] 7.547466e-01 5.543072e-01 3.366468e-01 1.688455e-01 6.987836e-02
[36,] 2.999734e-01 1.895852e-01 9.885179e-02 4.249878e-02 1.506035e-02
[37,] 9.811808e-02 5.318951e-02 2.375509e-02 8.739563e-03 2.648467e-03
[38,] 2.630217e-02 1.220409e-02 4.661415e-03 1.465837e-03 3.795237e-04
[39,] 5.762368e-03 2.285308e-03 7.457306e-04 2.002751e-04 4.427299e-05
[40,] 1.029793e-03 3.487480e-04 9.715223e-05 2.226977e-05 4.201167e-06
[41,] 1.499181e-04 4.332580e-05 1.029818e-05 2.013954e-06 3.241024e-07
[42,] 1.776188e-05 4.378318e-06 8.876149e-07 1.480456e-07 2.031801e-08
[43,] 1.711349e-06 3.596944e-07 6.217683e-08 8.842442e-09 1.034696e-09
[44,] 1.340176e-07 2.401180e-08 3.538367e-09 4.289780e-10 4.279107e-11
[45,] 8.526526e-09 1.302032e-09 1.635354e-10 1.689924e-11 1.436816e-12
[46,] 4.405786e-10 5.733242e-11 6.136894e-12 5.404761e-13 3.916312e-14
[47,] 1.848424e-11 2.049566e-12 1.869509e-13 1.403097e-14 8.663908e-16
[48,] 6.295248e-13 5.947368e-14 4.622492e-15 2.956215e-16 1.555440e-17
[49,] 1.740134e-14 1.400628e-15 9.275466e-17 5.054392e-18 2.265936e-19
[50,] 3.903464e-16 2.676714e-17 1.510280e-18 7.011993e-20 2.678278e-21
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 6.194967e-01 9.865039e-01 1.364450e+00 1.622536e+00 1.638514e+00
 [2,] 1.471575e+00 2.075034e+00 2.526678e+00 2.625408e+00 2.302215e+00
 [3,] 2.926354e+00 3.644449e+00 3.891198e+00 3.522235e+00 2.688983e+00
 [4,] 4.879591e+00 5.347455e+00 4.990501e+00 3.944877e+00 2.678647e+00
 [5,] 6.834612e+00 6.569452e+00 5.370810e+00 3.789275e+00 2.470371e+00
 [6,] 8.068992e+00 6.815553e+00 4.988038e+00 3.393273e+00 2.505057e+00
 [7,] 8.108211e+00 6.144304e+00 4.343239e+00 3.350516e+00 3.147545e+00
 [8,] 7.134855e+00 5.213279e+00 4.161316e+00 4.068749e+00 4.378756e+00
 [9,] 5.917640e+00 4.827473e+00 4.851294e+00 5.440804e+00 5.788696e+00
[10,] 5.273734e+00 5.357899e+00 6.209510e+00 6.940645e+00 6.918543e+00
[11,] 5.515781e+00 6.525720e+00 7.638860e+00 8.081182e+00 7.617166e+00
[12,] 6.339066e+00 7.729511e+00 8.679529e+00 8.767878e+00 8.027192e+00
[13,] 7.206295e+00 8.582576e+00 9.304502e+00 9.186956e+00 8.283296e+00
[14,] 7.824856e+00 9.112768e+00 9.713631e+00 9.454553e+00 8.348464e+00
[15,] 8.246033e+00 9.496170e+00 9.980663e+00 9.497300e+00 8.144097e+00
[16,] 8.590225e+00 9.750095e+00 9.999298e+00 9.238883e+00 7.755886e+00
[17,] 8.818652e+00 9.748100e+00 9.711782e+00 8.825130e+00 7.504916e+00
[18,] 8.803638e+00 9.468042e+00 9.335403e+00 8.675174e+00 7.813782e+00
[19,] 8.571093e+00 9.200004e+00 9.376860e+00 9.278203e+00 8.906342e+00
[20,] 8.470186e+00 9.507418e+00 1.035075e+01 1.081829e+01 1.056631e+01
[21,] 9.072208e+00 1.087371e+01 1.235367e+01 1.294231e+01 1.220706e+01
[22,] 1.077134e+01 1.326766e+01 1.488020e+01 1.491234e+01 1.318215e+01
[23,] 1.339112e+01 1.604164e+01 1.706270e+01 1.596816e+01 1.303778e+01
[24,] 1.618322e+01 1.824722e+01 1.806276e+01 1.558564e+01 1.161935e+01
[25,] 1.819145e+01 1.902910e+01 1.733067e+01 1.362173e+01 9.151850e+00
[26,] 1.862094e+01 1.787943e+01 1.479364e+01 1.044609e+01 6.239918e+00
[27,] 1.707492e+01 1.485367e+01 1.100727e+01 6.888756e+00 3.615994e+00
[28,] 1.376617e+01 1.069360e+01 7.003210e+00 3.841311e+00 1.756084e+00
[29,] 9.569234e+00 6.551771e+00 3.751758e+00 1.788706e+00 7.076598e-01
[30,] 5.638165e+00 3.368209e+00 1.673533e+00 6.895195e-01 2.350434e-01
[31,] 2.779290e+00 1.438337e+00 6.168117e-01 2.187525e-01 6.405577e-02
[32,] 1.135722e+00 5.066948e-01 1.868664e-01 5.689015e-02 1.427998e-02
[33,] 3.823288e-01 1.465652e-01 4.636999e-02 1.209538e-02 2.598591e-03
[34,] 1.055828e-01 3.470022e-02 9.401765e-03 2.098331e-03 3.854234e-04
[35,] 2.384983e-02 6.709483e-03 1.554886e-03 2.966248e-04 4.654311e-05
[36,] 4.397787e-03 1.057828e-03 2.094886e-04 3.413376e-05 4.572338e-06
[37,] 6.610120e-04 1.358341e-04 2.297157e-05 3.195038e-06 3.651910e-07
[38,] 8.089956e-05 1.419365e-05 2.048723e-06 2.431264e-07 2.370246e-08
[39,] 8.055573e-06 1.206108e-06 1.485262e-07 1.503343e-08 1.249677e-09
[40,] 6.522185e-07 8.330360e-08 8.749143e-09 7.550911e-10 5.350608e-11
[41,] 4.291686e-08 4.674680e-09 4.186236e-10 3.079865e-11 1.859963e-12
[42,] 2.294229e-09 2.130648e-10 1.626520e-11 1.019892e-12 5.248249e-14
[43,] 9.960668e-11 7.885529e-12 5.130691e-13 2.741470e-14 1.201882e-15
[44,] 3.511372e-12 2.369286e-13 1.313691e-14 5.980671e-16 2.233495e-17
[45,] 1.004878e-13 5.778213e-15 2.729875e-16 1.058746e-17 3.367669e-19
[46,] 2.334145e-15 1.143664e-16 4.603317e-18 1.520768e-19 4.119595e-21
[47,] 4.400081e-17 1.836865e-18 6.298372e-20 1.772224e-21 4.088083e-23
[48,] 6.730690e-19 2.393775e-20 6.991531e-22 1.675403e-23 3.290710e-25
[49,] 8.353735e-21 2.530907e-22 6.296018e-24 1.284790e-25 2.148491e-27
[50,] 8.411741e-23 2.170804e-24 4.599141e-26 7.991468e-28 1.137691e-29
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.390060e+00 9.862849e-01 5.922373e-01 3.177212e-01 1.739154e-01
 [2,] 1.695407e+00 1.061831e+00 5.994646e-01 3.504175e-01 2.426875e-01
 [3,] 1.754670e+00 1.041294e+00 6.488206e-01 4.819823e-01 3.959844e-01
 [4,] 1.668124e+00 1.104825e+00 8.772018e-01 7.649471e-01 6.259420e-01
 [5,] 1.732212e+00 1.463522e+00 1.351451e+00 1.166560e+00 8.750285e-01
 [6,] 2.239764e+00 2.184331e+00 1.988338e+00 1.575648e+00 1.077333e+00
 [7,] 3.231438e+00 3.100741e+00 2.598350e+00 1.887987e+00 1.210148e+00
 [8,] 4.426535e+00 3.926418e+00 3.036864e+00 2.083796e+00 1.293785e+00
 [9,] 5.440694e+00 4.487014e+00 3.301361e+00 2.204854e+00 1.344713e+00
[10,] 6.094694e+00 4.816023e+00 3.463098e+00 2.272766e+00 1.352034e+00
[11,] 6.474283e+00 5.016747e+00 3.544232e+00 2.266212e+00 1.305272e+00
[12,] 6.707557e+00 5.103041e+00 3.508857e+00 2.175002e+00 1.229058e+00
[13,] 6.788376e+00 5.021914e+00 3.353039e+00 2.049698e+00 1.185763e+00
[14,] 6.647797e+00 4.785373e+00 3.168553e+00 1.997004e+00 1.245397e+00
[15,] 6.326910e+00 4.544395e+00 3.123901e+00 2.124256e+00 1.434357e+00
[16,] 6.054300e+00 4.545768e+00 3.369828e+00 2.454727e+00 1.695055e+00
[17,] 6.165579e+00 4.982450e+00 3.911336e+00 2.876588e+00 1.905781e+00
[18,] 6.883000e+00 5.817616e+00 4.555489e+00 3.195186e+00 1.958672e+00
[19,] 8.097073e+00 6.749082e+00 5.014520e+00 3.255023e+00 1.821632e+00
[20,] 9.371506e+00 7.378759e+00 5.074747e+00 3.013721e+00 1.532586e+00
[21,] 1.018574e+01 7.422368e+00 4.675201e+00 2.523982e+00 1.159718e+00
[22,] 1.017270e+01 6.788613e+00 3.883462e+00 1.889712e+00 7.770538e-01
[23,] 9.203942e+00 5.567027e+00 2.861293e+00 1.240905e+00 4.514610e-01
[24,] 7.414603e+00 4.015156e+00 1.831820e+00 6.999793e-01 2.229697e-01
[25,] 5.209975e+00 2.494953e+00 9.993023e-01 3.332464e-01 9.218559e-02
[26,] 3.130817e+00 1.312179e+00 4.574302e-01 1.321795e-01 3.156975e-02
[27,] 1.583685e+00 5.764118e-01 1.738005e-01 4.330007e-02 8.893393e-03
[28,] 6.666569e-01 2.095587e-01 5.441579e-02 1.164837e-02 2.051762e-03
[29,] 2.317255e-01 6.267037e-02 1.397266e-02 2.563815e-03 3.865516e-04
[30,] 6.616419e-02 1.535491e-02 2.933251e-03 4.605697e-04 5.935955e-05
[31,] 1.546448e-02 3.073855e-03 5.023641e-04 6.741818e-05 7.420296e-06
[32,] 2.951740e-03 5.018368e-04 7.008967e-05 8.032217e-06 7.544154e-07
[33,] 4.593361e-04 6.672933e-05 7.958055e-06 7.782449e-07 6.234173e-08
[34,] 5.820711e-05 7.219962e-06 7.347668e-07 6.128556e-08 4.185208e-09
[35,] 6.001173e-06 6.352041e-07 5.513633e-08 3.920709e-09 2.281745e-10
[36,] 5.030677e-07 4.541729e-08 3.361124e-09 2.036963e-10 1.009960e-11
[37,] 3.427117e-08 2.638034e-09 1.663961e-10 8.591985e-12 3.628519e-13
[38,] 1.896586e-09 1.244369e-10 6.688001e-12 2.941696e-13 1.057939e-14
[39,] 8.523621e-11 4.765587e-12 2.181983e-13 8.173696e-15 2.502839e-16
[40,] 3.110097e-12 1.481459e-13 5.777366e-15 1.842845e-16 4.803852e-18
[41,] 9.211542e-14 3.737598e-15 1.241270e-16 3.370955e-18 7.479668e-20
[42,] 2.214242e-15 7.651756e-17 2.163742e-18 5.002221e-20 9.446479e-22
[43,] 4.319064e-17 1.270986e-18 3.059850e-20 6.021124e-22 9.676462e-24
[44,] 6.835532e-19 1.712712e-20 3.510016e-22 5.878424e-24 8.038790e-26
[45,] 8.776561e-21 1.872185e-22 3.265828e-24 4.654555e-26 5.415780e-28
[46,] 9.141354e-23 1.659981e-24 2.464489e-26 2.988872e-28 2.958759e-30
[47,] 7.723139e-25 1.193752e-26 1.508271e-28 1.556399e-30 1.310725e-32
[48,] 5.292279e-27 6.962317e-29 7.485587e-31 6.571991e-33 4.708116e-35
[49,] 2.941233e-29 3.293037e-31 3.012615e-33 2.250169e-35 1.371194e-37
[50,] 1.325650e-31 1.263050e-33 9.831344e-36 6.246804e-38 3.237805e-40

> 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  
    141.763       -4.549  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7vt9m1257350673.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] -2.35853529 -2.17594201 -1.99334873 -1.81075546 -1.62816218 -1.44556890
 [7] -1.26297562 -1.08038235 -0.89778907 -0.71519579 -0.53260252 -0.35000924
[13] -0.16741596  0.01517731  0.19777059  0.38036387  0.56295715  0.74555042
[19]  0.92814370  1.11073698  1.29333025  1.47592353  1.65851681  1.84111008
[25]  2.02370336  2.20629664  2.38888992  2.57148319  2.75407647  2.93666975
[31]  3.11926302  3.30185630  3.48444958  3.66704285  3.84963613  4.03222941
[37]  4.21482269  4.39741596  4.58000924  4.76260252  4.94519579  5.12778907
[43]  5.31038235  5.49297562  5.67556890  5.85816218  6.04075546  6.22334873
[49]  6.40594201  6.58853529

$yords
 [1]  98.88216  99.17636  99.47056  99.76475 100.05895 100.35315 100.64735
 [8] 100.94154 101.23574 101.52994 101.82414 102.11833 102.41253 102.70673
[15] 103.00093 103.29512 103.58932 103.88352 104.17772 104.47191 104.76611
[22] 105.06031 105.35451 105.64870 105.94290 106.23710 106.53130 106.82549
[29] 107.11969 107.41389 107.70809 108.00228 108.29648 108.59068 108.88488
[36] 109.17907 109.47327 109.76747 110.06167 110.35586 110.65006 110.94426
[43] 111.23846 111.53265 111.82685 112.12105 112.41525 112.70944 113.00364
[50] 113.29784

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.620048e-19 6.508649e-19 2.413642e-18 8.261518e-18 2.610373e-17
 [2,] 3.402069e-18 1.369926e-17 5.094022e-17 1.748847e-16 5.543369e-16
 [3,] 6.090506e-17 2.455781e-16 9.150863e-16 3.149701e-15 1.001249e-14
 [4,] 9.314385e-16 3.754732e-15 1.400607e-14 4.829917e-14 1.539058e-13
 [5,] 1.221106e-14 4.907256e-14 1.829378e-13 6.313349e-13 2.015054e-12
 [6,] 1.380711e-13 5.502649e-13 2.044064e-12 7.046868e-12 2.250135e-11
 [7,] 1.361533e-12 5.327137e-12 1.961551e-11 6.734852e-11 2.147250e-10
 [8,] 1.194985e-11 4.501527e-11 1.627136e-10 5.534730e-10 1.756381e-09
 [9,] 9.665555e-11 3.384869e-10 1.179433e-09 3.937427e-09 1.237103e-08
[10,] 7.563773e-10 2.338651e-09 7.608379e-09 2.451070e-08 7.555822e-08
[11,] 5.974172e-09 1.552197e-08 4.498264e-08 1.358516e-07 4.044961e-07
[12,] 4.778253e-08 1.030522e-07 2.537510e-07 6.886098e-07 1.929517e-06
[13,] 3.721132e-07 6.895851e-07 1.418603e-06 3.309099e-06 8.402708e-06
[14,] 2.683036e-06 4.502511e-06 7.946613e-06 1.561156e-05 3.448538e-05
[15,] 1.725165e-05 2.736932e-05 4.348081e-05 7.329365e-05 1.376642e-04
[16,] 9.678987e-05 1.491668e-04 2.226837e-04 3.360991e-04 5.427674e-04
[17,] 4.685553e-04 7.123430e-04 1.028624e-03 1.450048e-03 2.088127e-03
[18,] 1.946787e-03 2.944424e-03 4.183837e-03 5.679418e-03 7.595379e-03
[19,] 6.927461e-03 1.047265e-02 1.478720e-02 1.970207e-02 2.526114e-02
[20,] 2.110499e-02 3.197922e-02 4.512299e-02 5.968173e-02 7.492917e-02
[21,] 5.509697e-02 8.382500e-02 1.185986e-01 1.567717e-01 1.952668e-01
[22,] 1.234797e-01 1.888628e-01 2.685298e-01 3.562387e-01 4.437547e-01
[23,] 2.382236e-01 3.666705e-01 5.247592e-01 7.006168e-01 8.772760e-01
[24,] 3.971155e-01 6.156465e-01 8.880009e-01 1.195606e+00 1.510028e+00
[25,] 5.747195e-01 8.981452e-01 1.307092e+00 1.777583e+00 2.270057e+00
[26,] 7.262316e-01 1.144882e+00 1.682736e+00 2.314511e+00 2.994248e+00
[27,] 8.063191e-01 1.283089e+00 1.906164e+00 2.654570e+00 3.484018e+00
[28,] 7.914675e-01 1.271892e+00 1.911103e+00 2.697078e+00 3.595412e+00
[29,] 6.902897e-01 1.120612e+00 1.703887e+00 2.438652e+00 3.305281e+00
[30,] 5.364215e-01 8.799169e-01 1.354500e+00 1.967416e+00 2.713754e+00
[31,] 3.713675e-01 6.157109e-01 9.600675e-01 1.416375e+00 1.990261e+00
[32,] 2.283826e-01 3.828956e-01 6.052308e-01 9.078084e-01 1.301009e+00
[33,] 1.241576e-01 2.106509e-01 3.378858e-01 5.159130e-01 7.550183e-01
[34,] 5.932874e-02 1.019735e-01 1.661985e-01 2.586891e-01 3.870747e-01
[35,] 2.478180e-02 4.320770e-02 7.166182e-02 1.138725e-01 1.744029e-01
[36,] 9.005288e-03 1.595107e-02 2.696463e-02 4.380347e-02 6.872749e-02
[37,] 2.836025e-03 5.111746e-03 8.821269e-03 1.466705e-02 2.358679e-02
[38,] 7.718660e-04 1.418005e-03 2.501592e-03 4.260992e-03 7.024018e-03
[39,] 1.811865e-04 3.397947e-04 6.135515e-04 1.071160e-03 1.809467e-03
[40,] 3.663312e-05 7.023131e-05 1.299111e-04 2.324949e-04 4.022053e-04
[41,] 6.373810e-06 1.250642e-05 2.371151e-05 4.348872e-05 7.697220e-05
[42,] 9.537767e-07 1.917076e-06 3.725973e-06 6.999054e-06 1.265920e-05
[43,] 1.226980e-07 2.527677e-07 5.034943e-07 9.677833e-07 1.786392e-06
[44,] 1.356501e-08 2.864626e-08 5.844673e-08 1.148233e-07 2.159979e-07
[45,] 1.288381e-09 2.788481e-09 5.822330e-09 1.167581e-08 2.235174e-08
[46,] 1.050840e-10 2.329690e-10 4.972564e-10 1.016458e-09 1.977512e-09
[47,] 7.356835e-12 1.669261e-11 3.637525e-11 7.568739e-11 1.494486e-10
[48,] 4.418378e-13 1.024942e-12 2.277130e-12 4.816337e-12 9.640519e-12
[49,] 2.274984e-14 5.388617e-14 1.218900e-13 2.617229e-13 5.304758e-13
[50,] 1.003553e-15 2.423922e-15 5.574646e-15 1.213695e-14 2.488570e-14
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.615865e-17 2.052655e-16 5.115107e-16 1.180758e-15 2.541615e-15
 [2,] 1.622579e-15 4.387414e-15 1.096591e-14 2.535858e-14 5.434572e-14
 [3,] 2.939719e-14 7.974039e-14 1.999293e-13 4.637046e-13 9.960387e-13
 [4,] 4.531149e-13 1.232701e-12 3.100061e-12 7.211702e-12 1.553463e-11
 [5,] 5.945656e-12 1.621695e-11 4.089733e-11 9.541388e-11 2.061120e-10
 [6,] 6.648395e-11 1.816989e-10 4.593241e-10 1.074424e-09 2.327234e-09
 [7,] 6.344716e-10 1.735855e-09 4.395843e-09 1.030506e-08 2.237541e-08
 [8,] 5.179240e-09 1.416472e-08 3.589709e-08 8.427790e-08 1.833520e-07
 [9,] 3.628575e-08 9.898081e-08 2.506373e-07 5.886617e-07 1.282199e-06
[10,] 2.192713e-07 5.945286e-07 1.500642e-06 3.519877e-06 7.666764e-06
[11,] 1.151292e-06 3.086213e-06 7.737174e-06 1.807854e-05 3.930526e-05
[12,] 5.308955e-06 1.395237e-05 3.455618e-05 8.013558e-05 1.734413e-04
[13,] 2.183786e-05 5.552583e-05 1.347746e-04 3.085367e-04 6.622451e-04
[14,] 8.189553e-05 1.973962e-04 4.639493e-04 1.040567e-03 2.203336e-03
[15,] 2.878849e-04 6.391948e-04 1.429204e-03 3.106850e-03 6.443824e-03
[16,] 9.757277e-04 1.931180e-03 4.008598e-03 8.318632e-03 1.673973e-02
[17,] 3.241129e-03 5.581577e-03 1.045217e-02 2.028405e-02 3.909510e-02
[18,] 1.048841e-02 1.569796e-02 2.590804e-02 4.587574e-02 8.323668e-02
[19,] 3.224377e-02 4.294036e-02 6.213986e-02 9.823935e-02 1.642926e-01
[20,] 9.134876e-02 1.121341e-01 1.448528e-01 2.029495e-01 3.067381e-01
[21,] 2.326960e-01 2.721794e-01 3.240991e-01 4.079629e-01 5.527620e-01
[22,] 5.246985e-01 5.995648e-01 6.801918e-01 7.919584e-01 9.727488e-01
[23,] 1.038973e+00 1.179359e+00 1.308407e+00 1.454966e+00 1.663624e+00
[24,] 1.802071e+00 2.053792e+00 2.268285e+00 2.472584e+00 2.712102e+00
[25,] 2.740814e+00 3.157392e+00 3.510849e+00 3.818763e+00 4.117510e+00
[26,] 3.667673e+00 4.289157e+00 4.834896e+00 5.305316e+00 5.715939e+00
[27,] 4.338245e+00 5.164815e+00 5.926689e+00 6.602856e+00 7.178607e+00
[28,] 4.557986e+00 5.535001e+00 6.482429e+00 7.359617e+00 8.119421e+00
[29,] 4.271306e+00 5.298286e+00 6.343785e+00 7.355254e+00 8.260097e+00
[30,] 3.578778e+00 4.539891e+00 5.563542e+00 6.595869e+00 7.552714e+00
[31,] 2.681383e+00 3.482020e+00 4.370774e+00 5.301617e+00 6.194249e+00
[32,] 1.792585e+00 2.384793e+00 3.067278e+00 3.806620e+00 4.537821e+00
[33,] 1.064966e+00 1.452163e+00 1.913605e+00 2.428549e+00 2.951869e+00
[34,] 5.593587e-01 7.818539e-01 1.055012e+00 1.367828e+00 1.693353e+00
[35,] 2.583257e-01 3.700196e-01 5.107809e-01 6.756422e-01 8.507672e-01
[36,] 1.043509e-01 1.530626e-01 2.158778e-01 2.909023e-01 3.720420e-01
[37,] 3.669824e-02 5.506614e-02 7.923584e-02 1.086036e-01 1.408725e-01
[38,] 1.119106e-02 1.715630e-02 2.514742e-02 3.500621e-02 4.599342e-02
[39,] 2.949250e-03 4.612752e-03 6.877016e-03 9.708932e-03 1.290573e-02
[40,] 6.698098e-04 1.067218e-03 1.615958e-03 2.310842e-03 3.104552e-03
[41,] 1.307934e-04 2.119831e-04 3.255579e-04 4.710303e-04 6.390187e-04
[42,] 2.191710e-05 3.608266e-05 5.613623e-05 8.209523e-05 1.123813e-04
[43,] 3.146691e-06 5.255288e-06 8.273402e-06 1.221924e-05 1.686773e-05
[44,] 3.865659e-07 6.541381e-07 1.041076e-06 1.551714e-06 2.158875e-06
[45,] 4.058958e-08 6.951744e-08 1.117552e-07 1.679949e-07 2.354612e-07
[46,] 3.639400e-09 6.302686e-09 1.022696e-08 1.549685e-08 2.187298e-08
[47,] 2.784443e-10 4.871758e-10 7.974114e-10 1.217453e-09 1.729885e-09
[48,] 1.816616e-11 3.208816e-11 5.295238e-11 8.142565e-11 1.164415e-10
[49,] 1.010126e-12 1.800184e-12 2.993665e-12 4.634925e-12 6.669124e-12
[50,] 4.785029e-14 8.599044e-14 1.440497e-13 2.244887e-13 3.249492e-13
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.259784e-15 1.198484e-14 4.234721e-14 2.585554e-13 1.927450e-12
 [2,] 1.083709e-13 2.041351e-13 3.887396e-13 9.516658e-13 4.070624e-12
 [3,] 1.984908e-12 3.681327e-12 6.408903e-12 1.083467e-11 2.041240e-11
 [4,] 3.103041e-11 5.759435e-11 9.963120e-11 1.615867e-10 2.502227e-10
 [5,] 4.127945e-10 7.678647e-10 1.329843e-09 2.151210e-09 3.266375e-09
 [6,] 4.673163e-09 8.713633e-09 1.512025e-08 2.448585e-08 3.713572e-08
 [7,] 4.504282e-08 8.418812e-08 1.463937e-07 2.374525e-07 3.604193e-07
 [8,] 3.699140e-07 6.929589e-07 1.207527e-06 1.962097e-06 2.981836e-06
 [9,] 2.591255e-06 4.863723e-06 8.492260e-06 1.382389e-05 2.103802e-05
[10,] 1.550755e-05 2.914850e-05 5.098000e-05 8.312654e-05 1.266918e-04
[11,] 7.946796e-05 1.494467e-04 2.616640e-04 4.272418e-04 6.520281e-04
[12,] 3.498294e-04 6.572977e-04 1.150986e-03 1.880679e-03 2.873013e-03
[13,] 1.328817e-03 2.489322e-03 4.352967e-03 7.110317e-03 1.086536e-02
[14,] 4.381137e-03 8.159171e-03 1.421663e-02 2.317723e-02 3.538801e-02
[15,] 1.263230e-02 2.329665e-02 4.032624e-02 6.546665e-02 9.970415e-02
[16,] 3.214150e-02 5.840969e-02 1.000558e-01 1.612561e-01 2.443857e-01
[17,] 7.290869e-02 1.297733e-01 2.189570e-01 3.489948e-01 5.246953e-01
[18,] 1.491198e-01 2.580533e-01 4.264634e-01 6.692238e-01 9.944020e-01
[19,] 2.786154e-01 4.642600e-01 7.464372e-01 1.147159e+00 1.677312e+00
[20,] 4.834353e-01 7.655548e-01 1.186760e+00 1.774482e+00 2.539659e+00
[21,] 7.954676e-01 1.177355e+00 1.737747e+00 2.504915e+00 3.484760e+00
[22,] 1.268715e+00 1.727464e+00 2.389349e+00 3.277444e+00 4.387169e+00
[23,] 1.986776e+00 2.474104e+00 3.161748e+00 4.062713e+00 5.159550e+00
[24,] 3.038886e+00 3.498057e+00 4.116422e+00 4.895302e+00 5.807917e+00
[25,] 4.447912e+00 4.840977e+00 5.308960e+00 5.843188e+00 6.416975e+00
[26,] 6.082818e+00 6.411266e+00 6.693331e+00 6.913319e+00 7.056275e+00
[27,] 7.633484e+00 7.936791e+00 8.055080e+00 7.967411e+00 7.678902e+00
[28,] 8.700504e+00 9.031855e+00 9.051928e+00 8.734095e+00 8.104457e+00
[29,] 8.962479e+00 9.356374e+00 9.354947e+00 8.924455e+00 8.105201e+00
[30,] 8.319658e+00 8.770497e+00 8.802545e+00 8.375030e+00 7.531622e+00
[31,] 6.935533e+00 7.399070e+00 7.480557e+00 7.135499e+00 6.401177e+00
[32,] 5.165720e+00 5.581884e+00 5.694775e+00 5.461972e+00 4.909318e+00
[33,] 3.414853e+00 3.737426e+00 3.850221e+00 3.718476e+00 3.356711e+00
[34,] 1.988915e+00 2.203611e+00 2.292177e+00 2.230299e+00 2.024407e+00
[35,] 1.013386e+00 1.135697e+00 1.192342e+00 1.168853e+00 1.067287e+00
[36,] 4.488774e-01 5.083910e-01 5.384188e-01 5.316478e-01 4.883923e-01
[37,] 1.719617e-01 1.966573e-01 2.099734e-01 2.087715e-01 1.929293e-01
[38,] 5.674367e-02 6.547350e-02 7.043948e-02 7.049818e-02 6.552612e-02
[39,] 1.607773e-02 1.870462e-02 2.026692e-02 2.041113e-02 1.907802e-02
[40,] 3.902315e-03 4.574813e-03 4.990259e-03 5.055897e-03 4.751361e-03
[41,] 8.099022e-04 9.563156e-04 1.049814e-03 1.069744e-03 1.010614e-03
[42,] 1.435385e-04 1.706399e-04 1.884639e-04 1.931078e-04 1.833719e-04
[43,] 2.170128e-05 2.596544e-05 2.884531e-05 2.971512e-05 2.835894e-05
[44,] 2.796677e-06 3.366892e-06 3.761435e-06 3.895160e-06 3.735795e-06
[45,] 3.070285e-07 3.718264e-07 4.176728e-07 4.347390e-07 4.190101e-07
[46,] 2.870069e-08 3.495769e-08 3.947753e-08 4.129836e-08 4.000780e-08
[47,] 2.283631e-09 2.797003e-09 3.175164e-09 3.338606e-09 3.254227e-09
[48,] 1.546161e-10 1.904061e-10 2.172785e-10 2.297897e-10 2.267060e-10
[49,] 8.906033e-12 1.102672e-11 1.265492e-11 1.352479e-11 1.402296e-11
[50,] 4.363759e-13 5.434072e-13 6.297528e-13 7.033383e-13 9.562006e-13
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.416912e-11 9.730241e-11 6.175568e-10 3.615080e-09 1.951072e-08
 [2,] 2.541402e-11 1.689207e-10 1.067681e-09 6.259715e-09 3.387502e-08
 [3,] 5.905798e-11 2.857707e-10 1.672759e-09 9.671452e-09 5.230546e-08
 [4,] 3.978795e-10 8.195454e-10 2.848586e-09 1.401310e-08 7.317235e-08
 [5,] 4.706885e-09 6.688255e-09 1.077418e-08 2.622738e-08 1.015618e-07
 [6,] 5.298416e-08 7.165148e-08 9.376869e-08 1.282196e-07 2.280741e-07
 [7,] 5.138480e-07 6.910034e-07 8.812282e-07 1.078151e-06 1.317860e-06
 [8,] 4.253090e-06 5.714959e-06 7.261520e-06 8.757764e-06 1.008811e-05
 [9,] 3.003176e-05 4.035631e-05 5.122851e-05 6.161252e-05 7.036710e-05
[10,] 1.810368e-04 2.433737e-04 3.088393e-04 3.710145e-04 4.227468e-04
[11,] 9.327269e-04 1.254665e-03 1.592173e-03 1.911466e-03 2.175176e-03
[12,] 4.113776e-03 5.537382e-03 7.028358e-03 8.434780e-03 9.589760e-03
[13,] 1.556652e-02 2.096415e-02 2.661472e-02 3.193357e-02 3.628119e-02
[14,] 5.068978e-02 6.827020e-02 8.667140e-02 1.039644e-01 1.180439e-01
[15,] 1.426135e-01 1.919244e-01 2.435232e-01 2.919424e-01 3.312178e-01
[16,] 3.484351e-01 4.679207e-01 5.928383e-01 7.098383e-01 8.043559e-01
[17,] 7.438560e-01 9.949370e-01 1.256874e+00 1.501499e+00 1.698083e+00
[18,] 1.397452e+00 1.857017e+00 2.334490e+00 2.778333e+00 3.132409e+00
[19,] 2.327948e+00 3.063953e+00 3.823397e+00 4.524248e+00 5.077553e+00
[20,] 3.465777e+00 4.501094e+00 5.558220e+00 6.523334e+00 7.274111e+00
[21,] 4.649564e+00 5.930666e+00 7.219270e+00 8.377720e+00 9.260386e+00
[22,] 5.677491e+00 7.066658e+00 8.435445e+00 9.639502e+00 1.052992e+01
[23,] 6.400380e+00 7.699524e+00 8.943706e+00 1.000392e+01 1.075202e+01
[24,] 6.800911e+00 7.799403e+00 8.714731e+00 9.453686e+00 9.928380e+00
[25,] 6.991091e+00 7.519840e+00 7.956484e+00 8.257080e+00 8.382567e+00
[26,] 7.114281e+00 7.088231e+00 6.985649e+00 6.816166e+00 6.586347e+00
[27,] 7.224643e+00 6.662304e+00 6.057769e+00 5.470148e+00 4.940762e+00
[28,] 7.241593e+00 6.257881e+00 5.271385e+00 4.380220e+00 3.647444e+00
[29,] 7.007418e+00 5.783001e+00 4.586061e+00 3.538976e+00 2.714931e+00
[30,] 6.394318e+00 5.130352e+00 3.907147e+00 2.854433e+00 2.046185e+00
[31,] 5.390769e+00 4.261281e+00 3.169858e+00 2.237202e+00 1.530635e+00
[32,] 4.126732e+00 3.241827e+00 2.383389e+00 1.650554e+00 1.098524e+00
[33,] 2.826535e+00 2.218049e+00 1.623431e+00 1.114303e+00 7.310287e-01
[34,] 1.710926e+00 1.345030e+00 9.841353e-01 6.734624e-01 4.390263e-01
[35,] 9.061898e-01 7.147694e-01 5.240033e-01 3.586885e-01 2.334603e-01
[36,] 4.167615e-01 3.300745e-01 2.427464e-01 1.665241e-01 1.085470e-01
[37,] 1.654825e-01 1.316465e-01 9.718671e-02 6.689185e-02 4.376989e-02
[38,] 5.649361e-02 4.514981e-02 3.347120e-02 2.313364e-02 1.523045e-02
[39,] 1.653179e-02 1.327393e-02 9.884201e-03 6.865484e-03 4.561637e-03
[40,] 4.137801e-03 3.337956e-03 2.497207e-03 1.745099e-03 1.176201e-03
[41,] 8.844356e-04 7.168370e-04 5.389991e-04 3.797393e-04 2.624302e-04
[42,] 1.612559e-04 1.313268e-04 9.932648e-05 7.088886e-05 5.152241e-05
[43,] 2.505906e-05 2.051236e-05 1.563823e-05 1.145163e-05 9.319500e-06
[44,] 3.317306e-06 2.731853e-06 2.112601e-06 1.647626e-06 1.731069e-06
[45,] 3.740564e-07 3.109011e-07 2.491149e-07 2.313664e-07 3.938358e-07
[46,] 3.596907e-08 3.055859e-08 2.748038e-08 3.987240e-08 1.223808e-07
[47,] 2.970898e-09 2.734323e-09 3.610839e-09 1.069213e-08 4.810543e-08
[48,] 2.198485e-10 2.814877e-10 8.152495e-10 3.996315e-09 2.082872e-08
[49,] 1.822679e-11 5.307010e-11 2.827127e-10 1.638491e-09 9.012198e-09
[50,] 2.882340e-12 1.671152e-11 1.070857e-10 6.512077e-10 3.678767e-09
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 9.707554e-08 4.452670e-07 1.882801e-06 7.339389e-06 2.637470e-05
 [2,] 1.690409e-07 7.776876e-07 3.298388e-06 1.289663e-05 4.648672e-05
 [3,] 2.615714e-07 1.206682e-06 5.132636e-06 2.012729e-05 7.276431e-05
 [4,] 3.639893e-07 1.681093e-06 7.168935e-06 2.819416e-05 1.022334e-04
 [5,] 4.674865e-07 2.126360e-06 9.059648e-06 3.571392e-05 1.299046e-04
 [6,] 6.537392e-07 2.548262e-06 1.047736e-05 4.108481e-05 1.497120e-04
 [7,] 1.848780e-06 3.833041e-06 1.199177e-05 4.366359e-05 1.568339e-04
 [8,] 1.133154e-05 1.343812e-05 2.073371e-05 4.948186e-05 1.545115e-04
 [9,] 7.652735e-05 8.004045e-05 8.406592e-05 1.023872e-04 1.821933e-04
[10,] 4.572348e-04 4.696122e-04 4.598129e-04 4.391372e-04 4.479837e-04
[11,] 2.347854e-03 2.402367e-03 2.327379e-03 2.136213e-03 1.880079e-03
[12,] 1.033695e-02 1.055819e-02 1.020131e-02 9.303049e-03 7.999783e-03
[13,] 3.906529e-02 3.984706e-02 3.844143e-02 3.498872e-02 2.996420e-02
[14,] 1.269775e-01 1.293606e-01 1.246344e-01 1.132948e-01 9.688943e-02
[15,] 3.559140e-01 3.621477e-01 3.484659e-01 3.163780e-01 2.702838e-01
[16,] 8.631935e-01 8.770711e-01 8.427337e-01 7.641285e-01 6.520922e-01
[17,] 1.818926e+00 1.844850e+00 1.769593e+00 1.602072e+00 1.365451e+00
[18,] 3.346394e+00 3.385990e+00 3.240908e+00 2.928645e+00 2.492325e+00
[19,] 5.404092e+00 5.450782e+00 5.203269e+00 4.691483e+00 3.985546e+00
[20,] 7.702552e+00 7.737608e+00 7.362439e+00 6.621649e+00 5.614958e+00
[21,] 9.740202e+00 9.735213e+00 9.229019e+00 8.279257e+00 7.009702e+00
[22,] 1.097888e+01 1.090563e+01 1.029716e+01 9.217307e+00 7.799160e+00
[23,] 1.108040e+01 1.092232e+01 1.026944e+01 9.180905e+00 7.778525e+00
[24,] 1.006675e+01 9.824200e+00 9.195566e+00 8.223861e+00 7.000160e+00
[25,] 8.300365e+00 7.987851e+00 7.439091e+00 6.673117e+00 5.738897e+00
[26,] 6.295685e+00 5.935968e+00 5.495535e+00 4.967561e+00 4.358697e+00
[27,] 4.487932e+00 4.107537e+00 3.778575e+00 3.472201e+00 3.161682e+00
[28,] 3.097959e+00 2.724079e+00 2.495194e+00 2.368029e+00 2.295726e+00
[29,] 2.138110e+00 1.795118e+00 1.649234e+00 1.651755e+00 1.748899e+00
[30,] 1.503388e+00 1.209421e+00 1.127267e+00 1.211157e+00 1.411053e+00
[31,] 1.067876e+00 8.332236e-01 7.950110e-01 9.165088e-01 1.158475e+00
[32,] 7.419784e-01 5.692040e-01 5.572916e-01 6.813620e-01 9.159311e-01
[33,] 4.851057e-01 3.696735e-01 3.709965e-01 4.754877e-01 6.705156e-01
[34,] 2.889959e-01 2.204353e-01 2.268800e-01 3.031312e-01 4.458803e-01
[35,] 1.534459e-01 1.180194e-01 1.251868e-01 1.745379e-01 2.678407e-01
[36,] 7.162215e-02 5.605664e-02 6.190526e-02 9.064144e-02 1.457501e-01
[37,] 2.915807e-02 2.351719e-02 2.747434e-02 4.272694e-02 7.260619e-02
[38,] 1.031927e-02 8.737042e-03 1.105611e-02 1.857623e-02 3.381530e-02
[39,] 3.179851e-03 2.911083e-03 4.129748e-03 7.671623e-03 1.521956e-02
[40,] 8.616049e-04 8.963124e-04 1.491295e-03 3.134171e-03 6.862170e-03
[41,] 2.108812e-04 2.693325e-04 5.472225e-04 1.310943e-03 3.160114e-03
[42,] 4.947264e-05 8.464850e-05 2.108765e-04 5.668052e-04 1.483223e-03
[43,] 1.228082e-05 2.914039e-05 8.560709e-05 2.522302e-04 7.090275e-04
[44,] 3.556456e-06 1.104259e-05 3.654636e-05 1.165764e-04 3.518169e-04
[45,] 1.238021e-06 4.579385e-06 1.661502e-05 5.712597e-05 1.849899e-04
[46,] 5.016959e-07 2.067225e-06 8.078880e-06 2.965408e-05 1.019704e-04
[47,] 2.238106e-07 9.878884e-07 4.081097e-06 1.573356e-05 5.653161e-05
[48,] 1.030104e-07 4.752713e-07 2.039679e-06 8.134133e-06 3.012563e-05
[49,] 4.612999e-08 2.190979e-07 9.649118e-07 3.939030e-06 1.490264e-05
[50,] 1.925063e-08 9.326612e-08 4.182821e-07 1.736435e-06 6.672654e-06
             [,26]        [,27]        [,28]        [,29]       [,30]
 [1,] 8.737496e-05 2.668448e-04 0.0007512804 0.0019499221 0.004665567
 [2,] 1.544753e-04 4.732244e-04 0.0013364495 0.0034794915 0.008351355
 [3,] 2.425142e-04 7.451470e-04 0.0021107272 0.0055119887 0.013270002
 [4,] 3.417668e-04 1.053333e-03 0.0029929469 0.0078402660 0.018934850
 [5,] 4.357169e-04 1.347464e-03 0.0038419376 0.0100995516 0.024477889
 [6,] 5.039174e-04 1.564548e-03 0.0044792707 0.0118245812 0.028781962
 [7,] 5.280830e-04 1.646052e-03 0.0047356408 0.0125663750 0.030751929
 [8,] 5.038655e-04 1.565871e-03 0.0045239135 0.0120774857 0.029752838
 [9,] 4.683430e-04 1.366387e-03 0.0039093494 0.0104783381 0.026007783
[10,] 6.049970e-04 1.233934e-03 0.0031559721 0.0082784351 0.020607855
[11,] 1.678512e-03 1.801765e-03 0.0028751892 0.0063147106 0.015111146
[12,] 6.528480e-03 5.244248e-03 0.0047176921 0.0060112102 0.011244539
[13,] 2.410622e-02 1.829145e-02 0.0134474095 0.0106337794 0.011420194
[14,] 7.773651e-02 5.842299e-02 0.0412841284 0.0281363086 0.020476998
[15,] 2.166371e-01 1.624960e-01 0.1139669205 0.0751821729 0.048257244
[16,] 5.222378e-01 3.914358e-01 0.2740523278 0.1793698223 0.111119081
[17,] 1.092538e+00 8.184068e-01 0.5726244415 0.3738946465 0.228874679
[18,] 1.991991e+00 1.491168e+00 1.0429395226 0.6804198873 0.414562887
[19,] 3.181486e+00 2.379877e+00 1.6640721944 1.0854849993 0.660253328
[20,] 4.476902e+00 3.347145e+00 2.3406363199 1.5276495106 0.929399392
[21,] 5.585477e+00 4.177055e+00 2.9242463325 1.9121812132 1.166074680
[22,] 6.219515e+00 4.661091e+00 3.2742640095 2.1511766329 1.319671736
[23,] 6.225461e+00 4.692514e+00 3.3225448116 2.2052889826 1.370233476
[24,] 5.650593e+00 4.311814e+00 3.1025450683 2.1015079604 1.339106841
[25,] 4.711946e+00 3.681238e+00 2.7304277949 1.9207584574 1.282116837
[26,] 3.693306e+00 3.010519e+00 2.3551777409 1.7668982890 1.272026441
[27,] 2.830176e+00 2.474082e+00 2.1017003070 1.7288514672 1.373867541
[28,] 2.235043e+00 2.151597e+00 2.0232705158 1.8418928420 1.613098235
[29,] 1.885859e+00 2.010624e+00 2.0791773125 2.0617732952 1.948193248
[30,] 1.672974e+00 1.939819e+00 2.1559794664 2.2758631670 2.273335707
[31,] 1.476641e+00 1.819552e+00 2.1310539268 2.3584213542 2.463418885
[32,] 1.231084e+00 1.588344e+00 1.9405850304 2.2377289088 2.436581140
[33,] 9.406755e-01 1.263100e+00 1.6053971551 1.9281799462 2.191736173
[34,] 6.509479e-01 9.092807e-01 1.2041080901 1.5109080811 1.800398993
[35,] 4.075148e-01 5.940027e-01 0.8232977561 1.0855920086 1.365315734
[36,] 2.322553e-01 3.555320e-01 0.5198253767 0.7267204442 0.973483603
[37,] 1.222784e-01 1.986348e-01 0.3098293672 0.4641904971 0.668029949
[38,] 6.100744e-02 1.065742e-01 0.1793566934 0.2901107226 0.449566443
[39,] 2.983379e-02 5.659832e-02 0.1031739641 0.1797743894 0.297873975
[40,] 1.469492e-02 3.022808e-02 0.0592566871 0.1100860847 0.193001437
[41,] 7.334942e-03 1.618353e-02 0.0337479679 0.0662976292 0.122489424
[42,] 3.688350e-03 8.658523e-03 0.0191433159 0.0398343214 0.078039776
[43,] 1.882582e-03 4.711091e-03 0.0111075276 0.0246807245 0.051706174
[44,] 1.001120e-03 2.683812e-03 0.0067751914 0.0160988192 0.035984797
[45,] 5.632024e-04 1.610164e-03 0.0043180994 0.0108512807 0.025528154
[46,] 3.280101e-04 9.858597e-04 0.0027658914 0.0072377774 0.017654714
[47,] 1.891366e-04 5.888213e-04 0.0017049077 0.0045896762 0.011485209
[48,] 1.035781e-04 3.305207e-04 0.0009787528 0.0026895265 0.006858439
[49,] 5.224865e-05 1.697559e-04 0.0005111438 0.0014265405 0.003690819
[50,] 2.373692e-05 7.817948e-05 0.0002384410 0.0006735693 0.001762811
            [,31]       [,32]      [,33]      [,34]      [,35]     [,36]
 [1,] 0.010291133 0.020926365 0.03922798 0.06779065 0.10799789 0.1586107
 [2,] 0.018478887 0.037694041 0.07088388 0.12288542 0.19639549 0.2893617
 [3,] 0.029452366 0.060263799 0.11367898 0.19769321 0.31695071 0.4684688
 [4,] 0.042159265 0.086541703 0.16377972 0.28575800 0.45966520 0.6816967
 [5,] 0.054697556 0.112690255 0.21405823 0.37489306 0.60536317 0.9012826
 [6,] 0.064597238 0.133681347 0.25509174 0.44884496 0.72824448 1.0895463
 [7,] 0.069399596 0.144433698 0.27721469 0.49069359 0.80105576 1.2061067
 [8,] 0.067613574 0.141733337 0.27406321 0.48886121 0.80444310 1.2212376
 [9,] 0.059612281 0.126101018 0.24615343 0.44341112 0.73713038 1.1309593
[10,] 0.047673614 0.101969422 0.20141901 0.36734402 0.61857232 0.9617893
[11,] 0.034989523 0.075691952 0.15165192 0.28083368 0.48047197 0.7594235
[12,] 0.024500642 0.052929507 0.10754507 0.20278003 0.35369019 0.5702567
[13,] 0.018623203 0.037311950 0.07571945 0.14533858 0.25924132 0.4279169
[14,] 0.020215830 0.030808593 0.05843461 0.11257356 0.20509178 0.3470335
[15,] 0.034278527 0.034997706 0.05465890 0.10119888 0.18589586 0.3205868
[16,] 0.069123213 0.052259528 0.06160789 0.10265832 0.18553201 0.3223333
[17,] 0.135040800 0.085923716 0.07653903 0.10720788 0.18456329 0.3190331
[18,] 0.238935661 0.138399466 0.09792827 0.10875395 0.17047826 0.2888662
[19,] 0.376531171 0.207575264 0.12483984 0.10701819 0.14353314 0.2328251
[20,] 0.528024190 0.284271188 0.15503524 0.10541474 0.11365773 0.1700251
[21,] 0.663236735 0.354312185 0.18433055 0.10722885 0.09207825 0.1225272
[22,] 0.755659676 0.405568515 0.20888621 0.11398053 0.08524040 0.1031292
[23,] 0.796997728 0.435873239 0.22921674 0.12705072 0.09466215 0.1133597
[24,] 0.803713600 0.457383175 0.25354920 0.15086095 0.12070009 0.1486876
[25,] 0.814402832 0.496746777 0.29969505 0.19590192 0.16682510 0.2047659
[26,] 0.881147645 0.591920909 0.39500793 0.28046407 0.24255645 0.2816933
[27,] 1.053805477 0.782625171 0.57119732 0.42857430 0.36365466 0.3859581
[28,] 1.354210343 1.090405647 0.85011719 0.66103721 0.54757113 0.5292891
[29,] 1.749453993 1.494685391 1.22411754 0.98081319 0.80374278 0.7230989
[30,] 2.147783321 1.923772322 1.64433946 1.36077187 1.12253751 0.9695509
[31,] 2.431506708 2.275059304 2.02938722 1.74360549 1.46994288 1.2542903
[32,] 2.510810255 2.456897952 2.29395949 2.05818101 1.79442475 1.5474528
[33,] 2.364260443 2.428433606 2.38419024 2.24747052 2.04619675 1.8148423
[34,] 2.043352522 2.215399897 2.30049710 2.29281943 2.19754696 2.0306787
[35,] 1.642163196 1.892544160 2.09142513 2.21521170 2.24624820 2.1782470
[36,] 1.251084169 1.542133806 1.81992156 2.05044190 2.19874672 2.2387115
[37,] 0.922037428 1.216799929 1.52933614 1.82348387 2.05627071 2.1895850
[38,] 0.664581245 0.932874415 1.23831633 1.54983352 1.82640838 2.0278902
[39,] 0.467118765 0.690704211 0.96076306 1.25632088 1.54605570 1.7959604
[40,] 0.318413572 0.493676398 0.71942187 0.98701724 1.27871429 1.5708727
[41,] 0.212772476 0.347799118 0.53597241 0.78068362 1.07797965 1.4151827
[42,] 0.144092646 0.251103488 0.41362992 0.64492765 0.95273041 1.3340306
[43,] 0.102176682 0.190494859 0.33505499 0.55577906 0.86891061 1.2792922
[44,] 0.075612913 0.149241197 0.27646865 0.48030464 0.78191696 1.1919257
[45,] 0.056174611 0.115539227 0.22198677 0.39821518 0.66668292 1.0412832
[46,] 0.040124137 0.084937951 0.16743792 0.30732365 0.52514228 0.8353108
[47,] 0.026713320 0.057748231 0.11603319 0.21671069 0.37623157 0.6071857
[48,] 0.016231681 0.035657399 0.07271965 0.13770195 0.24214704 0.3954780
[49,] 0.008854170 0.019699632 0.04065892 0.07786496 0.13839158 0.2283170
[50,] 0.004275329 0.009611669 0.02003639 0.03873949 0.06948873 0.1156639
          [,37]     [,38]     [,39]     [,40]     [,41]     [,42]     [,43]
 [1,] 0.2147441 0.2680289 0.3083995 0.3271279 0.3198844 0.2883636 0.2396402
 [2,] 0.3930331 0.4921482 0.5681220 0.6045977 0.5931586 0.5364816 0.4473206
 [3,] 0.6383502 0.8019136 0.9287248 0.9916036 0.9760715 0.8857651 0.7410541
 [4,] 0.9320705 1.1749408 1.3655096 1.4631441 1.4454239 1.3165020 1.1055252
 [5,] 1.2372174 1.5659398 1.8274790 1.9664489 1.9510614 1.7849364 1.5057194
 [6,] 1.5031740 1.9123878 2.2436473 2.4274737 2.4220667 2.2287452 1.8914268
 [7,] 1.6749156 2.1453538 2.5346586 2.7623040 2.7769826 2.5753963 2.2034598
 [8,] 1.7104954 2.2104658 2.6357881 2.9002016 2.9448593 2.7596163 2.3867735
 [9,] 1.6015656 2.0934817 2.5261145 2.8140394 2.8942446 2.7485494 2.4102986
[10,] 1.3809392 1.8310866 2.2424231 2.5364994 2.6502916 2.5581506 2.2811936
[11,] 1.1089568 1.4961829 1.8651711 2.1485164 2.2869866 2.2496183 2.0449646
[12,] 0.8497701 1.1703218 1.4896367 1.7523630 1.9051545 1.9142048 1.7773966
[13,] 0.6529979 0.9209654 1.2003452 1.4456605 1.6087594 1.6540417 1.5710750
[14,] 0.5430911 0.7852484 1.0486788 1.2933549 1.4729496 1.5488623 1.5036763
[15,] 0.5122159 0.7559330 1.0297330 1.2944547 1.5015157 1.6070380 1.5869098
[16,] 0.5213732 0.7794469 1.0752690 1.3682943 1.6059470 1.7384263 1.7355830
[17,] 0.5187637 0.7812888 1.0861219 1.3926716 1.6468454 1.7958790 1.8060101
[18,] 0.4697982 0.7109180 0.9940228 1.2823094 1.5257305 1.6743012 1.6946049
[19,] 0.3766671 0.5723518 0.8054651 1.0466432 1.2550610 1.3887473 1.4180967
[20,] 0.2716050 0.4152409 0.5908765 0.7778486 0.9462271 1.0635672 1.1047827
[21,] 0.1920871 0.2976310 0.4330466 0.5848741 0.7315868 0.8472550 0.9085619
[22,] 0.1599179 0.2534463 0.3805875 0.5319270 0.6892993 0.8274910 0.9200846
[23,] 0.1767408 0.2844978 0.4352730 0.6201675 0.8190011 1.0013689 1.1331407
[24,] 0.2316254 0.3713132 0.5666575 0.8060996 1.0632449 1.2985089 1.4676910
[25,] 0.3105331 0.4874020 0.7327105 1.0296963 1.3433358 1.6235982 1.8168539
[26,] 0.4026457 0.6088976 0.8943126 1.2352261 1.5874243 1.8916856 2.0880470
[27,] 0.5039848 0.7202213 1.0236674 1.3831931 1.7464869 2.0481161 2.2260305
[28,] 0.6187561 0.8172638 1.1088810 1.4559253 1.8004009 2.0743659 2.2176677
[29,] 0.7567856 0.9065027 1.1534307 1.4561021 1.7543386 1.9813575 2.0816881
[30,] 0.9266881 0.9994067 1.1703818 1.3992017 1.6281212 1.7950199 1.8506081
[31,] 1.1288343 1.1064356 1.1769981 1.3075945 1.4486124 1.5462954 1.5584481
[32,] 1.3539606 1.2357503 1.1948072 1.2121330 1.2523297 1.2740695 1.2434397
[33,] 1.5882270 1.3947868 1.2502497 1.1538247 1.0892442 1.0313752 0.9562587
[34,] 1.8171605 1.5864177 1.3655657 1.1724846 1.0119667 0.8770881 0.7552120
[35,] 2.0202807 1.7964506 1.5400032 1.2837749 1.0512652 0.8524622 0.6857749
[36,] 2.1624991 1.9847910 1.7387590 1.4650606 1.1990766 0.9623953 0.7616732
[37,] 2.2028311 2.1003871 1.9095487 1.6696337 1.4178643 1.1790898 0.9634582
[38,] 2.1276094 2.1206821 2.0234767 1.8645468 1.6722825 1.4660814 1.2549227
[39,] 1.9789800 2.0818893 2.1058232 2.0606868 1.9575472 1.8041308 1.6058659
[40,] 1.8388415 2.0609912 2.2200758 2.3023268 2.2966890 2.1965756 2.0041923
[41,] 1.7705578 2.1139646 2.4088003 2.6160770 2.7012959 2.6433274 2.4424151
[42,] 1.7700912 2.2237289 2.6412442 2.9606126 3.1253304 3.1002723 2.8836846
[43,] 1.7719199 2.3062185 2.8171052 3.2254666 3.4569916 3.4637756 3.2403100
[44,] 1.7000525 2.2671592 2.8247836 3.2857838 3.5653233 3.6058716 3.3963475
[45,] 1.5167314 2.0595625 2.6060866 3.0715066 3.3700986 3.4405067 3.2661442
[46,] 1.2366631 1.7037754 2.1839034 2.6037053 2.8862839 2.9737396 2.8463706
[47,] 0.9109154 1.2702893 1.6464479 1.9830768 2.2190926 2.3063651 2.2256001
[48,] 0.5999357 0.8453550 1.1063995 1.3448734 1.5180167 1.5907383 1.5471202
[49,] 0.3496936 0.4972723 0.6565473 0.8047874 0.9157710 0.9671650 0.9477901
[50,] 0.1786813 0.2562170 0.3410381 0.4213582 0.4831786 0.5141553 0.5075806
          [,44]     [,45]      [,46]      [,47]      [,48]      [,49]
 [1,] 0.1835908 0.1296624 0.08442077 0.05067070 0.02803735 0.01430176
 [2,] 0.3438455 0.2436625 0.15918243 0.09587015 0.05322970 0.02724629
 [3,] 0.5715797 0.4064437 0.26645383 0.16104346 0.08973573 0.04609889
 [4,] 0.8559323 0.6109941 0.40212848 0.24402067 0.13652948 0.07043179
 [5,] 1.1712280 0.8400825 0.55563987 0.33889426 0.19060907 0.09886473
 [6,] 1.4804253 1.0687237 0.71160929 0.43705045 0.24760137 0.12939730
 [7,] 1.7393170 1.2667439 0.85125723 0.52786367 0.30206487 0.15952412
 [8,] 1.9053907 1.4041076 0.95520080 0.59993240 0.34790398 0.18629566
 [9,] 1.9519693 1.4599755 1.00861103 0.64363787 0.37943020 0.20664538
[10,] 1.8794451 1.4307176 1.00636901 0.65412186 0.39289216 0.21807845
[11,] 1.7179158 1.3337064 0.95688509 0.63444667 0.38873764 0.22010535
[12,] 1.5251052 1.2092415 0.88592946 0.59969488 0.37503902 0.21667328
[13,] 1.3784969 1.1172120 0.83627373 0.57810476 0.36903902 0.21752480
[14,] 1.3476467 1.1149184 0.85137795 0.60004337 0.39029622 0.23427708
[15,] 1.4457297 1.2150984 0.94212311 0.67384449 0.44458310 0.27056661
[16,] 1.5980542 1.3570280 1.06275348 0.76757153 0.51126372 0.31405732
[17,] 1.6748832 1.4324322 1.12978055 0.82177168 0.55125607 0.34104391
[18,] 1.5819704 1.3622062 1.08199379 0.79281196 0.53593111 0.33425267
[19,] 1.3364749 1.1626383 0.93372903 0.69240451 0.47417574 0.29994658
[20,] 1.0607956 0.9417592 0.77324420 0.58732686 0.41280715 0.26855534
[21,] 0.9023263 0.8300670 0.70739302 0.55852983 0.40859243 0.27694427
[22,] 0.9474490 0.9034414 0.79763017 0.65191408 0.49315774 0.34522280
[23,] 1.1865096 1.1494390 1.03004472 0.85370300 0.65427514 0.46359377
[24,] 1.5350298 1.4853499 1.32956672 1.10077373 0.84280371 0.59665952
[25,] 1.8819577 1.8042437 1.60078130 1.31423849 0.99832180 0.70155965
[26,] 2.1340937 2.0193682 1.76897407 1.43453253 1.07685426 0.74821878
[27,] 2.2407079 2.0884388 1.80226807 1.44005674 1.06538630 0.72979709
[28,] 2.1965234 2.0145147 1.71054974 1.34472099 0.97877690 0.65965947
[29,] 2.0281349 1.8300140 1.52856965 1.18177877 0.84570558 0.56023969
[30,] 1.7733048 1.5750285 1.29512548 0.98547762 0.69379802 0.45194057
[31,] 1.4672456 1.2834712 1.04038883 0.78052087 0.54163691 0.34759817
[32,] 1.1448711 0.9849062 0.78747170 0.58350372 0.40010656 0.25369185
[33,] 0.8502752 0.7143367 0.56164446 0.41090023 0.27878643 0.17508056
[34,] 0.6354477 0.5137674 0.39368371 0.28309971 0.18980789 0.11816617
[35,] 0.5439923 0.4204270 0.31219532 0.21996981 0.14564910 0.09001649
[36,] 0.5936067 0.4518608 0.33194630 0.23244716 0.15354991 0.09494410
[37,] 0.7710791 0.5991398 0.44686452 0.31640407 0.21075911 0.13118868
[38,] 1.0421500 0.8317521 0.63162699 0.45238655 0.30349544 0.18976535
[39,] 1.3706272 1.1127663 0.85291230 0.61335807 0.41185774 0.25731798
[40,] 1.7346644 1.4163356 1.08559154 0.77797139 0.51960622 0.32265323
[41,] 2.1233331 1.7310322 1.31951448 0.93814920 0.62085497 0.38180785
[42,] 2.5098006 2.0400637 1.54601592 1.09066202 0.71531671 0.43565683
[43,] 2.8266256 2.2965852 1.73600719 1.21965301 0.79568168 0.48162048
[44,] 2.9767565 2.4257657 1.83647999 1.29071554 0.84154769 0.50868836
[45,] 2.8814815 2.3609905 1.79557189 1.26672095 0.82847528 0.50206972
[46,] 2.5298654 2.0869114 1.59694519 1.13301274 0.74494229 0.45367634
[47,] 1.9932589 1.6561323 1.27599631 0.91123674 0.60289975 0.36940256
[48,] 1.3960697 1.1683835 0.90653469 0.65181218 0.43412556 0.26771983
[49,] 0.8615646 0.7262311 0.56742223 0.41077772 0.27542104 0.17096149
[50,] 0.4647388 0.3945072 0.31036874 0.22620574 0.15267001 0.09537859
            [,50]
 [1,] 0.006725352
 [2,] 0.012857142
 [3,] 0.021833351
 [4,] 0.033501056
 [5,] 0.047289939
 [6,] 0.062383364
 [7,] 0.077755638
 [8,] 0.092123271
 [9,] 0.103980497
[10,] 0.111862407
[11,] 0.115159502
[12,] 0.115633459
[13,] 0.118380477
[14,] 0.129766689
[15,] 0.151883861
[16,] 0.177913897
[17,] 0.194595774
[18,] 0.192356296
[19,] 0.175293448
[20,] 0.161751882
[21,] 0.173912919
[22,] 0.223581913
[23,] 0.303639633
[24,] 0.390506221
[25,] 0.456031591
[26,] 0.481155260
[27,] 0.462868032
[28,] 0.411687417
[29,] 0.343597581
[30,] 0.272418540
[31,] 0.206292755
[32,] 0.148692036
[33,] 0.101665633
[34,] 0.068138137
[35,] 0.051696927
[36,] 0.054657100
[37,] 0.075954984
[38,] 0.110203771
[39,] 0.149205768
[40,] 0.185927887
[41,] 0.217896896
[42,] 0.246154207
[43,] 0.270282650
[44,] 0.284902571
[45,] 0.281784175
[46,] 0.255804968
[47,] 0.209513373
[48,] 0.152806084
[49,] 0.098205545
[50,] 0.055134346

> 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  
  105.91970      0.07706  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/19x6q1257350673.ps tmp/19x6q1257350673.png")
> system("convert tmp/2f3a71257350673.ps tmp/2f3a71257350673.png")
> system("convert tmp/3h7vo1257350673.ps tmp/3h7vo1257350673.png")
> system("convert tmp/4y0501257350673.ps tmp/4y0501257350673.png")
> system("convert tmp/56j8i1257350673.ps tmp/56j8i1257350673.png")
> system("convert tmp/6ix2d1257350673.ps tmp/6ix2d1257350673.png")
> system("convert tmp/7vt9m1257350673.ps tmp/7vt9m1257350673.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.030   1.303   2.548