R version 2.7.2 (2008-08-25)
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(7.6,8.2,8.3,8.4,8.4,8.4,8.6,8.9,8.8,8.3,7.5,7.2,7.5,8.8,9.3,9.3,8.7,8.2,8.3,8.5,8.6,8.6,8.2,8.1,8,8.6,8.7,8.8,8.5,8.4,8.5,8.7,8.7,8.6,8.5,8.3,8.1,8.2,8.1,8.1,7.9,7.9,7.9,8,8,7.9,8,7.7,7.2,7.5,7.3,7,7,7,7.2,7.3,7.1,6.8,6.6,6.2,6.2)
> y <- c(104.3,94.6,90.4,108.9,111.4,100.8,102.5,98.2,98.7,113.3,104.6,99.3,111.8,97.3,97.7,115.6,111.9,107,107.1,100.6,99.2,108.4,103,99.8,115,90.8,95.9,114.4,108.2,112.6,109.1,105,105,118.5,103.7,112.5,116.6,96.6,101.9,116.5,119.3,115.4,108.5,111.5,108.8,121.8,109.6,112.2,119.6,104.1,105.3,115,124.1,116.8,107.5,115.6,116.2,116.3,119,111.9,118.6)
> x <- c(104.5,87.4,89.9,109.8,111.7,98.6,96.9,95.1,97,112.7,102.9,97.4,111.4,87.4,96.8,114.1,110.3,103.9,101.6,94.6,95.9,104.7,102.8,98.1,113.9,80.9,95.7,113.2,105.9,108.8,102.3,99,100.7,115.5,100.7,109.9,114.6,85.4,100.5,114.8,116.5,112.9,102,106,105.3,118.8,106.1,109.3,117.2,92.5,104.2,112.5,122.4,113.3,100,110.7,112.8,109.8,117.3,109.1,115.9)
> par7 = 'Totale werkloosheid'
> par6 = 'Totale Industrie zonder bouwnijverheid'
> par5 = 'Totale Industrie'
> 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

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/1w6th1226314235.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/2g0qr1226314235.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/3ial61226314235.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/4axi51226314235.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/5hs3f1226314235.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  
    20.1616       0.8397  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6tayc1226314235.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]  84.47000  85.39980  86.32959  87.25939  88.18918  89.11898  90.04878
 [8]  90.97857  91.90837  92.83816  93.76796  94.69775  95.62755  96.55735
[15]  97.48714  98.41694  99.34673 100.27653 101.20633 102.13612 103.06592
[22] 103.99571 104.92551 105.85531 106.78510 107.71490 108.64469 109.57449
[29] 110.50429 111.43408 112.36388 113.29367 114.22347 115.15327 116.08306
[36] 117.01286 117.94265 118.87245 119.80225 120.73204 121.66184 122.59163
[43] 123.52143 124.45122 125.38102 126.31082 127.24061 128.17041 129.10020
[50] 130.03000

$yords
 [1] 5.825197 5.903761 5.982324 6.060887 6.139451 6.218014 6.296577 6.375141
 [9] 6.453704 6.532268 6.610831 6.689394 6.767958 6.846521 6.925085 7.003648
[17] 7.082211 7.160775 7.239338 7.317901 7.396465 7.475028 7.553592 7.632155
[25] 7.710718 7.789282 7.867845 7.946408 8.024972 8.103535 8.182099 8.260662
[33] 8.339225 8.417789 8.496352 8.574915 8.653479 8.732042 8.810606 8.889169
[41] 8.967732 9.046296 9.124859 9.203423 9.281986 9.360549 9.439113 9.517676
[49] 9.596239 9.674803

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.351565e-17 9.832085e-17 7.582716e-16 6.583576e-15 6.211253e-14
 [2,] 1.236212e-16 8.209880e-16 5.575927e-15 4.201993e-14 3.529076e-13
 [3,] 1.065160e-15 6.538234e-15 3.965458e-14 2.595800e-13 1.914848e-12
 [4,] 8.618589e-15 4.938386e-14 2.714289e-13 1.555133e-12 9.981897e-12
 [5,] 6.533704e-14 3.521051e-13 1.777604e-12 9.025880e-12 5.025761e-11
 [6,] 4.633165e-13 2.361200e-12 1.107290e-11 5.055925e-11 2.452306e-10
 [7,] 3.069687e-12 1.485181e-11 6.526357e-11 2.718392e-10 1.160320e-09
 [8,] 1.898761e-11 8.745057e-11 3.624415e-10 1.394454e-09 5.310796e-09
 [9,] 1.095910e-10 4.813753e-10 1.890479e-09 6.786190e-09 2.340266e-08
[10,] 5.900003e-10 2.474742e-09 9.239688e-09 3.118285e-08 9.870476e-08
[11,] 2.962053e-09 1.187447e-08 4.224437e-08 1.347892e-07 3.960921e-07
[12,] 1.386523e-08 5.315518e-08 1.804695e-07 5.465628e-07 1.504377e-06
[13,] 6.050711e-08 2.219182e-07 7.198061e-07 2.074930e-06 5.384779e-06
[14,] 2.461500e-07 8.639115e-07 2.678971e-06 7.364365e-06 1.810575e-05
[15,] 9.334357e-07 3.135554e-06 9.300369e-06 2.441249e-05 5.705153e-05
[16,] 3.299495e-06 1.060939e-05 3.010964e-05 7.553468e-05 1.681844e-04
[17,] 1.087125e-05 3.346345e-05 9.088914e-05 2.180432e-04 4.632978e-04
[18,] 3.338690e-05 9.838774e-05 2.557846e-04 5.870461e-04 1.191635e-03
[19,] 9.557298e-05 2.696447e-04 6.710643e-04 1.473845e-03 2.860233e-03
[20,] 2.550113e-04 6.888474e-04 1.641228e-03 3.450116e-03 6.404552e-03
[21,] 6.342406e-04 1.640359e-03 3.741863e-03 7.530030e-03 1.337585e-02
[22,] 1.470387e-03 3.641285e-03 7.953101e-03 1.532315e-02 2.605384e-02
[23,] 3.177699e-03 7.535250e-03 1.575974e-02 2.907538e-02 4.733327e-02
[24,] 6.402265e-03 1.453838e-02 2.911984e-02 5.145292e-02 8.022330e-02
[25,] 1.202691e-02 2.615722e-02 5.018416e-02 8.494703e-02 1.269006e-01
[26,] 2.107047e-02 4.389955e-02 8.069868e-02 1.309151e-01 1.874955e-01
[27,] 3.443964e-02 6.876165e-02 1.211698e-01 1.885170e-01 2.590879e-01
[28,] 5.255087e-02 1.006052e-01 1.700800e-01 2.540460e-01 3.355507e-01
[29,] 7.493489e-02 1.376850e-01 2.235930e-01 3.211991e-01 4.087018e-01
[30,] 1.000220e-01 1.766517e-01 2.761283e-01 3.825334e-01 4.706449e-01
[31,] 1.253066e-01 2.132320e-01 3.218355e-01 4.317489e-01 5.164388e-01
[32,] 1.479555e-01 2.434686e-01 3.564806e-01 4.658403e-01 5.457958e-01
[33,] 1.656871e-01 2.650364e-01 3.788693e-01 4.859823e-01 5.627740e-01
[34,] 1.775366e-01 2.779707e-01 3.909945e-01 4.965146e-01 5.733907e-01
[35,] 1.840898e-01 2.843457e-01 3.966811e-01 5.023838e-01 5.822536e-01
[36,] 1.869990e-01 2.869699e-01 3.993380e-01 5.063165e-01 5.899401e-01
[37,] 1.879799e-01 2.877398e-01 3.999884e-01 5.072305e-01 5.925150e-01
[38,] 1.878081e-01 2.865376e-01 3.966563e-01 5.007464e-01 5.834201e-01
[39,] 1.858657e-01 2.812835e-01 3.854415e-01 4.814994e-01 5.567045e-01
[40,] 1.804920e-01 2.691103e-01 3.626803e-01 4.459934e-01 5.099374e-01
[41,] 1.699396e-01 2.480043e-01 3.270218e-01 3.945396e-01 4.454690e-01
[42,] 1.534070e-01 2.180394e-01 2.803846e-01 3.314379e-01 3.696849e-01
[43,] 1.316120e-01 1.816154e-01 2.274424e-01 2.635369e-01 2.908829e-01
[44,] 1.066573e-01 1.426886e-01 1.740587e-01 1.980474e-01 2.168739e-01
[45,] 8.132999e-02 1.054776e-01 1.255136e-01 1.406315e-01 1.532501e-01
[46,] 5.822637e-02 7.327967e-02 8.527228e-02 9.441468e-02 1.027255e-01
[47,] 3.909787e-02 4.784120e-02 5.461858e-02 6.000115e-02 6.542478e-02
[48,] 2.461876e-02 2.936749e-02 3.302471e-02 3.615977e-02 3.970494e-02
[49,] 1.454244e-02 1.696953e-02 1.888410e-02 2.072159e-02 2.308102e-02
[50,] 8.065939e-03 9.245408e-03 1.023825e-02 1.134194e-02 1.297137e-02
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.831081e-13 5.096517e-12 4.013515e-11 2.809810e-10 1.739864e-09
 [2,] 3.054693e-12 2.515871e-11 1.885336e-10 1.260857e-09 7.468918e-09
 [3,] 1.508699e-11 1.162937e-10 8.269107e-10 5.276943e-09 2.989166e-08
 [4,] 7.055874e-11 5.043983e-10 3.389176e-09 2.060446e-08 1.115427e-07
 [5,] 3.141495e-10 2.058665e-09 1.299629e-08 7.509388e-08 3.881571e-07
 [6,] 1.339535e-09 7.936923e-09 4.670709e-08 2.556270e-07 1.259966e-06
 [7,] 5.502178e-09 2.904566e-08 1.577016e-07 8.135787e-07 3.816456e-06
 [8,] 2.187022e-08 1.014736e-07 5.018940e-07 2.424397e-06 1.079328e-05
 [9,] 8.430218e-08 3.404767e-07 1.512112e-06 6.778018e-06 2.852295e-05
[10,] 3.148557e-07 1.103112e-06 4.335650e-06 1.782872e-05 7.051789e-05
[11,] 1.135247e-06 3.463242e-06 1.190175e-05 4.428888e-05 1.633837e-04
[12,] 3.930231e-06 1.054389e-05 3.146318e-05 1.044033e-04 3.556027e-04
[13,] 1.298600e-05 3.105933e-05 8.047335e-05 2.348823e-04 7.294478e-04
[14,] 4.071890e-05 8.811441e-05 1.996001e-04 5.073786e-04 1.416345e-03
[15,] 1.205848e-04 2.393450e-04 4.797623e-04 1.058122e-03 2.617010e-03
[16,] 3.359914e-04 6.187858e-04 1.113612e-03 2.138294e-03 4.629471e-03
[17,] 8.783757e-04 1.514591e-03 2.482936e-03 4.191227e-03 7.888050e-03
[18,] 2.150173e-03 3.494812e-03 5.285919e-03 7.951873e-03 1.300947e-02
[19,] 4.921498e-03 7.577167e-03 1.068421e-02 1.453878e-02 2.082366e-02
[20,] 1.052310e-02 1.540007e-02 2.040637e-02 2.547181e-02 3.234085e-02
[21,] 2.100652e-02 2.929362e-02 3.669466e-02 4.251932e-02 4.859267e-02
[22,] 3.913740e-02 5.209826e-02 6.196365e-02 6.729484e-02 7.031407e-02
[23,] 6.804993e-02 8.658875e-02 9.810356e-02 1.006195e-01 9.752530e-02
[24,] 1.104452e-01 1.344903e-01 1.455378e-01 1.418403e-01 1.292040e-01
[25,] 1.674102e-01 1.953257e-01 2.023856e-01 1.884625e-01 1.633262e-01
[26,] 2.372339e-01 2.656076e-01 2.642456e-01 2.364858e-01 1.974967e-01
[27,] 3.148461e-01 3.389862e-01 3.250255e-01 2.816107e-01 2.301444e-01
[28,] 3.924746e-01 4.076993e-01 3.788174e-01 3.210389e-01 2.618928e-01
[29,] 4.616673e-01 4.650460e-01 4.222030e-01 3.551313e-01 2.964379e-01
[30,] 5.160784e-01 5.079090e-01 4.559177e-01 3.880174e-01 3.402641e-01
[31,] 5.537809e-01 5.380394e-01 4.848702e-01 4.265551e-01 4.008865e-01
[32,] 5.778223e-01 5.612196e-01 5.161870e-01 4.777385e-01 4.839148e-01
[33,] 5.944849e-01 5.844355e-01 5.559317e-01 5.454182e-01 5.898441e-01
[34,] 6.099153e-01 6.122772e-01 6.058881e-01 6.276261e-01 7.118131e-01
[35,] 6.267525e-01 6.442855e-01 6.618576e-01 7.156730e-01 8.354588e-01
[36,] 6.424736e-01 6.745354e-01 7.142670e-01 7.955694e-01 9.413961e-01
[37,] 6.502926e-01 6.936410e-01 7.508795e-01 8.514635e-01 1.009901e+00
[38,] 6.421142e-01 6.922190e-01 7.605540e-01 8.700371e-01 1.026415e+00
[39,] 6.120472e-01 6.642819e-01 7.366753e-01 8.444078e-01 9.859479e-01
[40,] 5.588621e-01 6.092477e-01 6.791143e-01 7.762017e-01 8.946835e-01
[41,] 4.864810e-01 5.320146e-01 5.941883e-01 6.750873e-01 7.681220e-01
[42,] 4.026082e-01 4.413713e-01 4.928035e-01 5.559738e-01 6.264727e-01
[43,] 3.163621e-01 3.475429e-01 3.875254e-01 4.349337e-01 4.890938e-01
[44,] 2.359447e-01 2.597721e-01 2.895829e-01 3.253093e-01 3.700085e-01
[45,] 1.670874e-01 1.846142e-01 2.067078e-01 2.352448e-01 2.758532e-01
[46,] 1.125183e-01 1.252516e-01 1.423041e-01 1.671838e-01 2.064552e-01
[47,] 7.228765e-02 8.176488e-02 9.591667e-02 1.190540e-01 1.572054e-01
[48,] 4.458885e-02 5.204176e-02 6.454391e-02 8.632178e-02 1.219394e-01
[49,] 2.670265e-02 3.290420e-02 4.417238e-02 6.400852e-02 9.521390e-02
[50,] 1.579295e-02 2.109205e-02 3.101395e-02 4.805073e-02 7.343885e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.510888e-09 4.586637e-08 1.950861e-07 7.317742e-07 2.420655e-06
 [2,] 3.907940e-08 1.804223e-07 7.347202e-07 2.638664e-06 8.357106e-06
 [3,] 1.496786e-07 6.615266e-07 2.579115e-06 8.868325e-06 2.689237e-05
 [4,] 5.344090e-07 2.260851e-06 8.438681e-06 2.778117e-05 8.065914e-05
 [5,] 1.778767e-06 7.202372e-06 2.573590e-05 8.111757e-05 2.254933e-04
 [6,] 5.519963e-06 2.138816e-05 7.315961e-05 2.207694e-04 5.875897e-04
 [7,] 1.597304e-05 5.920941e-05 1.938576e-04 5.600563e-04 1.427201e-03
 [8,] 4.310866e-05 1.528139e-04 4.788404e-04 1.324358e-03 3.231337e-03
 [9,] 1.085437e-04 3.677443e-04 1.102613e-03 2.919329e-03 6.820130e-03
[10,] 2.550999e-04 8.253207e-04 2.367137e-03 5.999294e-03 1.342030e-02
[11,] 5.599920e-04 1.727904e-03 4.738700e-03 1.149520e-02 2.462455e-02
[12,] 1.149369e-03 3.376191e-03 8.847879e-03 2.054148e-02 4.214480e-02
[13,] 2.208933e-03 6.160747e-03 1.541470e-02 3.424619e-02 6.731550e-02
[14,] 3.983527e-03 1.050930e-02 2.507394e-02 5.330122e-02 1.004308e-01
[15,] 6.760814e-03 1.678422e-02 3.811905e-02 7.753073e-02 1.401694e-01
[16,] 1.084220e-02 2.515279e-02 5.424994e-02 1.055856e-01 1.834748e-01
[17,] 1.651482e-02 3.548551e-02 7.246332e-02 1.350291e-01 2.261837e-01
[18,] 2.404290e-02 4.735085e-02 9.121541e-02 1.629506e-01 2.643888e-01
[19,] 3.368434e-02 6.014641e-02 1.088849e-01 1.869930e-01 2.960723e-01
[20,] 4.571058e-02 7.333687e-02 1.244002e-01 2.063969e-01 3.222367e-01
[21,] 6.038208e-02 8.669602e-02 1.377631e-01 2.225463e-01 3.468335e-01
[22,] 7.784359e-02 1.004335e-01 1.502094e-01 2.386777e-01 3.753485e-01
[23,] 9.797039e-02 1.151626e-01 1.639360e-01 2.588642e-01 4.126831e-01
[24,] 1.202974e-01 1.318056e-01 1.816072e-01 2.868580e-01 4.615276e-01
[25,] 1.442225e-01 1.516477e-01 2.060508e-01 3.255649e-01 5.223210e-01
[26,] 1.696134e-01 1.767170e-01 2.404871e-01 3.776100e-01 5.950418e-01
[27,] 1.977361e-01 2.104573e-01 2.892664e-01 4.467235e-01 6.818647e-01
[28,] 2.321359e-01 2.583297e-01 3.585625e-01 5.388945e-01 7.888257e-01
[29,] 2.788943e-01 3.277130e-01 4.561196e-01 6.619362e-01 9.247413e-01
[30,] 3.457113e-01 4.264918e-01 5.892785e-01 8.226373e-01 1.096888e+00
[31,] 4.396053e-01 5.601537e-01 7.612688e-01 1.021980e+00 1.304877e+00
[32,] 5.636236e-01 7.280122e-01 9.668951e-01 1.250383e+00 1.535698e+00
[33,] 7.136012e-01 9.199953e-01 1.189686e+00 1.485692e+00 1.763072e+00
[34,] 8.764105e-01 1.115817e+00 1.402620e+00 1.695974e+00 1.952584e+00
[35,] 1.030971e+00 1.287832e+00 1.573345e+00 1.847165e+00 2.071334e+00
[36,] 1.152432e+00 1.407446e+00 1.672760e+00 1.913092e+00 2.098372e+00
[37,] 1.218609e+00 1.453202e+00 1.683878e+00 1.883874e+00 2.031451e+00
[38,] 1.216530e+00 1.417481e+00 1.607336e+00 1.769019e+00 1.887157e+00
[39,] 1.146549e+00 1.309001e+00 1.461074e+00 1.593841e+00 1.694496e+00
[40,] 1.022293e+00 1.149956e+00 1.274278e+00 1.390792e+00 1.484929e+00
[41,] 8.663810e-01 9.689523e-01 1.078156e+00 1.189453e+00 1.283177e+00
[42,] 7.036666e-01 7.926608e-01 8.973068e-01 1.009152e+00 1.102221e+00
[43,] 5.546451e-01 6.393618e-01 7.447952e-01 8.565859e-01 9.436656e-01
[44,] 4.313450e-01 5.164163e-01 6.220858e-01 7.283401e-01 8.020931e-01
[45,] 3.366810e-01 4.217748e-01 5.228081e-01 6.162190e-01 6.706921e-01
[46,] 2.667256e-01 3.480393e-01 4.380296e-01 5.126137e-01 5.455071e-01
[47,] 2.143633e-01 2.869478e-01 3.606596e-01 4.137889e-01 4.269439e-01
[48,] 1.726682e-01 2.325458e-01 2.875800e-01 3.203966e-01 3.187079e-01
[49,] 1.369267e-01 1.823150e-01 2.194062e-01 2.358738e-01 2.254192e-01
[50,] 1.050756e-01 1.365467e-01 1.587696e-01 1.640741e-01 1.503573e-01
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 7.061389e-06 1.816568e-05 4.121307e-05 8.247163e-05 0.0001456480
 [2,] 2.334164e-05 5.749273e-05 1.248872e-04 2.392824e-04 0.0004046026
 [3,] 7.191572e-05 1.696008e-04 3.527439e-04 6.471184e-04 0.0010477001
 [4,] 2.065236e-04 4.663376e-04 9.286801e-04 1.631309e-03 0.0025290190
 [5,] 5.528083e-04 1.195196e-03 2.279040e-03 3.833463e-03 0.0056913424
 [6,] 1.379259e-03 2.855333e-03 5.213610e-03 8.398214e-03 0.0119424185
 [7,] 3.207737e-03 6.358820e-03 1.111898e-02 1.715495e-02 0.0233723115
 [8,] 6.954344e-03 1.320191e-02 2.211034e-02 3.268216e-02 0.0426815644
 [9,] 1.405593e-02 2.555669e-02 4.100550e-02 5.809551e-02 0.0727856357
[10,] 2.648980e-02 4.614166e-02 7.095704e-02 9.642983e-02 0.1160615320
[11,] 4.656217e-02 7.773155e-02 1.146517e-01 1.496480e-01 0.1734307496
[12,] 7.637086e-02 1.222782e-01 1.732003e-01 2.175967e-01 0.2437476232
[13,] 1.169800e-01 1.798510e-01 2.451488e-01 2.975066e-01 0.3240904334
[14,] 1.675640e-01 2.478804e-01 3.262610e-01 3.846654e-01 0.4113093863
[15,] 2.249778e-01 3.213065e-01 4.106203e-01 4.744738e-01 0.5045035053
[16,] 2.842232e-01 3.940036e-01 4.930336e-01 5.652650e-01 0.6072355019
[17,] 3.399673e-01 4.612287e-01 5.718605e-01 6.604324e-01 0.7278076380
[18,] 3.887012e-01 5.220847e-01 6.507266e-01 7.681800e-01 0.8763751877
[19,] 4.305692e-01 5.805935e-01 7.376698e-01 8.980371e-01 1.0591890972
[20,] 4.697831e-01 6.443519e-01 8.413690e-01 1.055014e+00 1.2722214316
[21,] 5.130713e-01 7.209181e-01 9.658059e-01 1.234065e+00 1.4976740424
[22,] 5.666671e-01 8.135059e-01 1.106075e+00 1.418192e+00 1.7063269319
[23,] 6.333397e-01 9.183737e-01 1.248095e+00 1.582324e+00 1.8661783707
[24,] 7.112568e-01 1.025811e+00 1.373325e+00 1.702297e+00 1.9544410229
[25,] 7.956846e-01 1.124866e+00 1.466952e+00 1.765316e+00 1.9675814601
[26,] 8.829461e-01 1.209765e+00 1.525717e+00 1.776803e+00 1.9243067440
[27,] 9.745090e-01 1.284576e+00 1.561182e+00 1.759797e+00 1.8594023569
[28,] 1.078512e+00 1.363091e+00 1.596059e+00 1.746429e+00 1.8106489876
[29,] 1.207016e+00 1.463103e+00 1.654635e+00 1.764919e+00 1.8043930150
[30,] 1.369468e+00 1.597204e+00 1.751414e+00 1.827788e+00 1.8459500974
[31,] 1.565161e+00 1.764378e+00 1.883210e+00 1.926487e+00 1.9186517503
[32,] 1.778624e+00 1.946690e+00 2.028486e+00 2.034590e+00 1.9913374181
[33,] 1.980905e+00 2.113164e+00 2.154319e+00 2.117811e+00 2.0305018586
[34,] 2.137093e+00 2.229528e+00 2.227885e+00 2.146239e+00 2.0117823691
[35,] 2.217290e+00 2.269674e+00 2.227423e+00 2.103670e+00 1.9264797928
[36,] 2.206398e+00 2.223906e+00 2.148234e+00 1.990791e+00 1.7815595837
[37,] 2.108499e+00 2.100690e+00 2.001878e+00 1.822052e+00 1.5945334073
[38,] 1.944160e+00 1.921786e+00 1.809925e+00 1.618729e+00 1.3863779911
[39,] 1.742266e+00 1.713585e+00 1.595780e+00 1.401745e+00 1.1756124983
[40,] 1.530294e+00 1.498763e+00 1.378203e+00 1.187014e+00 0.9752582777
[41,] 1.327111e+00 1.291506e+00 1.168624e+00 9.842142e-01 0.7926620653
[42,] 1.140678e+00 1.097335e+00 9.721232e-01 7.981539e-01 0.6310096661
[43,] 9.704283e-01 9.163028e-01 7.903689e-01 6.310526e-01 0.4911531857
[44,] 8.121562e-01 7.471450e-01 6.244704e-01 4.843053e-01 0.3728771753
[45,] 6.626306e-01 5.902072e-01 4.763966e-01 3.591206e-01 0.2754154427
[46,] 5.220213e-01 4.481721e-01 3.487849e-01 2.562481e-01 0.1974898660
[47,] 3.937028e-01 3.249309e-01 2.438203e-01 1.754079e-01 0.1372446610
[48,] 2.823148e-01 2.237285e-01 1.621197e-01 1.149694e-01 0.0923055847
[49,] 1.914945e-01 1.457183e-01 1.022658e-01 7.209743e-02 0.0599959265
[50,] 1.224165e-01 8.952969e-02 6.111274e-02 4.326283e-02 0.0376190335
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 0.0002274881 0.0003167757 0.0004048822 0.0005205432 0.0008102807
 [2,] 0.0006050151 0.0008062781 0.0009849034 0.0012054543 0.0017766434
 [3,] 0.0015000164 0.0019135360 0.0022353312 0.0026085754 0.0036498654
 [4,] 0.0034672924 0.0042353494 0.0047352236 0.0052791416 0.0070359912
 [5,] 0.0074734910 0.0087454614 0.0093684113 0.0100040634 0.0127553658
 [6,] 0.0150251498 0.0168558700 0.0173289486 0.0177868092 0.0218144243
 [7,] 0.0281895557 0.0303521946 0.0300197570 0.0297622502 0.0353531448
 [8,] 0.0493957518 0.0511400350 0.0488415051 0.0470906956 0.0546339252
 [9,] 0.0809521678 0.0808283243 0.0749666493 0.0709510275 0.0811786115
[10,] 0.1243704426 0.1203343424 0.1093089532 0.1027997357 0.1171425837
[11,] 0.1798125676 0.1698496503 0.1529411952 0.1450017442 0.1658911127
[12,] 0.2461441974 0.2295072337 0.2080655130 0.2017098448 0.2325121140
[13,] 0.3219841746 0.3008004263 0.2792571667 0.2795136960 0.3237567219
[14,] 0.4076592212 0.3882292359 0.3742069825 0.3870830847 0.4468316919
[15,] 0.5072163138 0.5000500759 0.5029036341 0.5330889189 0.6067801279
[16,] 0.6290341668 0.6468433088 0.6745052682 0.7223215421 0.8029286132
[17,] 0.7836706418 0.8372966179 0.8922149339 0.9510608548 1.0258018921
[18,] 0.9787035095 1.0721108778 1.1479622092 1.2038584707 1.2564486776
[19,] 1.2121733784 1.3386184622 1.4197722313 1.4541697346 1.4696918098
[20,] 1.4678445012 1.6094616832 1.6744202974 1.6701225416 1.6412272032
[21,] 1.7156779962 1.8476246595 1.8759553099 1.8243128799 1.7563304321
[22,] 1.9190385550 2.0172883945 1.9976266458 1.9039909741 1.8163818202
[23,] 2.0468277874 2.0966714074 2.0323086585 1.9169115569 1.8396463962
[24,] 2.0856676808 2.0871591753 1.9963287038 1.8894581229 1.8550133484
[25,] 2.0463669134 2.0140125271 1.9241844622 1.8570425953 1.8907437519
[26,] 1.9610455170 1.9175911861 1.8558399066 1.8505366600 1.9629337111
[27,] 1.8715566626 1.8385023299 1.8218889713 1.8845577956 2.0688434874
[28,] 1.8139932894 1.8029782357 1.8329130952 1.9526491897 2.1881090257
[29,] 1.8058780401 1.8145721333 1.8773057822 2.0311565133 2.2911808418
[30,] 1.8412225596 1.8551657808 1.9278612966 2.0896256869 2.3510210657
[31,] 1.8948851364 1.8940259710 1.9536019207 2.1028233356 2.3528055509
[32,] 1.9335665203 1.9003823295 1.9314731049 2.0592608966 2.2977037979
[33,] 1.9283221164 1.8541352774 1.8533146173 1.9632568975 2.1999023260
[34,] 1.8635755790 1.7509221686 1.7262209399 1.8307994433 2.0791780307
[35,] 1.7398798374 1.6007493689 1.5674833091 1.6820621974 1.9529143919
[36,] 1.5707246175 1.4221510984 1.3972621768 1.5342333938 1.8309172610
[37,] 1.3759925081 1.2351369514 1.2322725722 1.3972914245 1.7143944939
[38,] 1.1753215741 1.0557693326 1.0824404176 1.2734309758 1.5983517268
[39,] 0.9837134886 0.8936991547 0.9507174453 1.1591889920 1.4755078787
[40,] 0.8100814181 0.7524080025 0.8349974840 1.0486459359 1.3399052342
[41,] 0.6580478898 0.6310124384 0.7307491962 0.9363383767 1.1891907740
[42,] 0.5277380134 0.5264297092 0.6333400806 0.8191856801 1.0253788997
[43,] 0.4175186352 0.4351462933 0.5395810442 0.6972945770 0.8543674888
[44,] 0.3251850222 0.3543262116 0.4484184935 0.5737804652 0.6845970919
[45,] 0.2485691764 0.2822913940 0.3608751408 0.4538330753 0.5252379983
[46,] 0.1857576183 0.2185069961 0.2794141163 0.3433245593 0.3843194095
[47,] 0.1351070659 0.1632242180 0.2069728407 0.2473458826 0.2672449121
[48,] 0.0951710131 0.1169532419 0.1459787062 0.1690836196 0.1760579845
[49,] 0.0645967959 0.0799565473 0.0976483408 0.1093324303 0.1095869067
[50,] 0.0420357340 0.0519250364 0.0617495555 0.0666990879 0.0643007112
            [,26]       [,27]      [,28]      [,29]      [,30]      [,31]
 [1,] 0.001696909 0.004134978 0.00988913 0.02157056 0.04201939 0.07283212
 [2,] 0.003527288 0.008200260 0.01878399 0.03931141 0.07355737 0.12262126
 [3,] 0.006885184 0.015288643 0.03356488 0.06743648 0.12128447 0.19460064
 [4,] 0.012648197 0.026863875 0.05656720 0.10917740 0.18886641 0.29190741
 [5,] 0.021929877 0.044625491 0.09019847 0.16734510 0.27865464 0.41520658
 [6,] 0.036024313 0.070356083 0.13659702 0.24376031 0.39098073 0.56209035
 [7,] 0.056345604 0.105774081 0.19734367 0.33887604 0.52389192 0.72723019
 [8,] 0.084437581 0.152484321 0.27335030 0.45174124 0.67345501 0.90331608
 [9,] 0.122134334 0.212088128 0.36497091 0.58030912 0.83453830 1.08254857
[10,] 0.171887483 0.286416573 0.47225272 0.72194088 1.00182066 1.25829553
[11,] 0.237133035 0.377716668 0.59513565 0.87388292 1.17074423 1.42651120
[12,] 0.322393011 0.488519651 0.73338518 1.03353170 1.33818693 1.58656151
[13,] 0.432705745 0.620941147 0.88613797 1.19840985 1.50270997 1.74116665
[14,] 0.572091652 0.775365638 1.05113743 1.36590741 1.66431268 1.89531983
[15,] 0.741179152 0.948847171 1.22399119 1.53298239 1.82377254 2.05438256
[16,] 0.934755865 1.133980343 1.39799435 1.69614315 1.98188220 2.22202669
[17,] 1.140569701 1.319207282 1.56508043 1.85206904 2.13908810 2.39899537
[18,] 1.340725159 1.491235729 1.71812039 1.99900902 2.29592693 2.58341135
[19,] 1.516184679 1.639351457 1.85407351 2.13857442 2.45412601 2.77251354
[20,] 1.653329477 1.760192680 1.97666298 2.27691289 2.61752188 2.96470239
[21,] 1.749989335 1.860685234 2.09684774 2.42401025 2.79164514 3.16039659
[22,] 1.817813493 1.957023754 2.22988991 2.59045473 2.98139040 3.36090070
[23,] 1.878978361 2.069094927 2.38934801 2.78240556 3.18752630 3.56591969
[24,] 1.957747515 2.212037134 2.58021484 2.99700499 3.40402786 3.77146961
[25,] 2.070119987 2.388527045 2.79453900 3.22096396 3.61826604 3.96975508
[26,] 2.216193715 2.585648872 3.01225345 3.43382909 3.81457616 4.15109923
[27,] 2.378980069 2.778371583 3.20754811 3.61490263 3.97947103 4.30633032
[28,] 2.530494667 2.938473810 3.35812229 3.75042676 4.10537321 4.42756532
[29,] 2.642448061 3.044891202 3.45282590 3.83711667 4.19040880 4.50660284
[30,] 2.696637493 3.090610698 3.49383955 3.88004017 4.23430500 4.53226297
[31,] 2.690409343 3.082993104 3.49243952 3.88613033 4.23311603 4.48931998
[32,] 2.635175626 3.037835096 3.46087960 3.85721836 4.17649224 4.36104449
[33,] 2.549435145 2.970599783 3.40488651 3.78670295 4.04975593 4.13510451
[34,] 2.450162469 2.889312469 3.32060565 3.66174503 3.84011163 3.81020861
[35,] 2.346602485 2.792213150 3.19712009 3.46967684 3.54381270 3.40001915
[36,] 2.238661429 2.670461740 3.02267262 3.20512916 3.17056362 2.93208684
[37,] 2.119542602 2.513749511 2.79116580 2.87435448 2.74302528 2.44205239
[38,] 1.980509695 2.315814109 2.50599235 2.49504816 2.29185297 1.96558282
[39,] 1.815372755 2.077653287 2.18007187 2.09231929 1.84868032 1.53125858
[40,] 1.623173162 1.807809270 1.83285336 1.69297993 1.43990612 1.15670841
[41,] 1.408744600 1.520412148 1.48601945 1.32044514 1.08315766 0.84849007
[42,] 1.181637511 1.232185583 1.15951969 0.99160904 0.78674774 0.60463328
[43,] 0.954123728 0.959437219 0.86883426 0.71588804 0.55124727 0.41811542
[44,] 0.738885396 0.715624825 0.62364117 0.49585412 0.37191168 0.27985755
[45,] 0.546838253 0.509756774 0.42766470 0.32869992 0.24099612 0.18062343
[46,] 0.385468446 0.345730130 0.27939712 0.20796856 0.14953340 0.11191322
[47,] 0.257993842 0.222611074 0.17341215 0.12523692 0.08855674 0.06626507
[48,] 0.163489314 0.135713146 0.10198429 0.07158719 0.04989884 0.03733713
[49,] 0.097845099 0.078147164 0.05669570 0.03874743 0.02667408 0.01994526
[50,] 0.055184093 0.042413658 0.02973240 0.01981657 0.01349339 0.01007012
            [,32]       [,33]       [,34]       [,35]       [,36]       [,37]
 [1,] 0.112568970 0.155953581 0.195186036 0.222957695 0.235155442 0.231447738
 [2,] 0.182588539 0.244284050 0.296177767 0.328965911 0.338664578 0.326380772
 [3,] 0.279416085 0.361371235 0.424888772 0.459348848 0.462005755 0.436390407
 [4,] 0.404521698 0.506219828 0.577756137 0.608552884 0.598635355 0.555129615
 [5,] 0.555813976 0.673612428 0.746967921 0.767403752 0.739599746 0.675484733
 [6,] 0.727450569 0.854577977 0.921715550 0.925159613 0.876280996 0.792701538
 [7,] 0.910689077 1.038101734 1.090775767 1.072819346 1.004063059 0.907788749
 [8,] 1.095664960 1.213782202 1.245892704 1.206826985 1.125674731 1.029683866
 [9,] 1.273682157 1.374791744 1.385001896 1.331844584 1.252624867 1.174668043
[10,] 1.439440025 1.520292944 1.514120408 1.461194626 1.403446388 1.362302007
[11,] 1.592589400 1.656439038 1.646859992 1.614090836 1.598495236 1.608568901
[12,] 1.738064539 1.795288851 1.801095691 1.809862841 1.852523572 1.918396346
[13,] 1.884824994 1.951490448 1.993324579 2.060744243 2.167579500 2.280577312
[14,] 2.043063122 2.137421982 2.232389972 2.365845601 2.529260772 2.667725166
[15,] 2.220602111 2.358381087 2.515002632 2.709046342 2.908513189 3.042194617
[16,] 2.419839095 2.609856849 2.825270335 3.062349892 3.269097592 3.366416485
[17,] 2.636700997 2.878413519 3.139037769 3.394034398 3.578331560 3.613918551
[18,] 2.862334813 3.146216320 3.431693402 3.678641316 3.816952132 3.776601048
[19,] 3.086870918 3.397403554 3.686293520 3.904704927 3.983984961 3.865182491
[20,] 3.303364624 3.623422499 3.898474871 4.076907231 4.094535107 3.902656393
[21,] 3.509834327 3.824879646 4.076038875 4.211781304 4.171518116 3.913686061
[22,] 3.708423585 4.009233991 4.233565461 4.328940662 4.234965273 3.914540533
[23,] 3.902431398 4.185704091 4.384572755 4.441606200 4.293364390 3.907623708
[24,] 4.093062438 4.359816954 4.534467291 4.550142095 4.340266520 3.882292289
[25,] 4.277485716 4.529630970 4.676706378 4.640698292 4.356922209 3.820825852
[26,] 4.448492778 4.684408756 4.793009807 4.688921768 4.319314660 3.706502487
[27,] 4.594885508 4.805464570 4.857093764 4.667056650 4.206641603 3.530450942
[28,] 4.701696965 4.868683625 4.840726663 4.552062079 4.008334720 3.295068167
[29,] 4.750394398 4.848525523 4.720734499 4.332498234 3.727697334 3.013472408
[30,] 4.720272790 4.723407240 4.485498533 4.012492373 3.381543129 2.705862126
[31,] 4.592181541 4.481750951 4.139362137 3.611842994 2.996342808 2.394346563
[32,] 4.354328390 4.127007333 3.703473924 3.162197583 2.602154343 2.097867975
[33,] 4.008103238 3.679496529 3.212317774 2.700240687 2.226044464 1.828527399
[34,] 3.571038656 3.173630666 2.706540118 2.259771464 1.886802307 1.590153874
[35,] 3.074919696 2.650863361 2.224157246 1.865039430 1.592399961 1.379353061
[36,] 2.559250207 2.150632151 1.793014436 1.527369878 1.340808169 1.188551660
[37,] 2.062480056 1.702503029 1.426932709 1.245917088 1.123614351 1.009892188
[38,] 1.614320347 1.322123608 1.126434510 1.011790292 0.930874207 0.838535930
[39,] 1.231703722 1.011806639 0.883061409 0.813564822 0.755268468 0.674223184
[40,] 0.919065134 0.764594990 0.685026591 0.641914069 0.594134741 0.520733800
[41,] 0.671765044 0.569521317 0.521857837 0.491859971 0.449038368 0.383799383
[42,] 0.480562275 0.415883214 0.386653313 0.362447707 0.323641963 0.268578988
[43,] 0.335296441 0.295398868 0.275934346 0.254780811 0.221188387 0.177781586
[44,] 0.226916014 0.202352450 0.188088218 0.169787736 0.142748130 0.111010574
[45,] 0.147994632 0.132627943 0.121652318 0.106781245 0.086736087 0.065262072
[46,] 0.092421305 0.082628888 0.074293831 0.063173736 0.049515805 0.036073356
[47,] 0.054947409 0.048683594 0.042690639 0.035079699 0.026519947 0.018730124
[48,] 0.030953110 0.027023404 0.023024296 0.018254774 0.013312373 0.009129842
[49,] 0.016459402 0.014093243 0.011634968 0.008892683 0.006259039 0.004176397
[50,] 0.008238152 0.006891916 0.005502334 0.004052344 0.002755188 0.001792596
            [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 0.213972203 0.1859175483 0.1511525062 0.1142968081 0.0801051365
 [2,] 0.296035452 0.2526544354 0.2021103607 0.1509964378 0.1054216878
 [3,] 0.388939629 0.3270776599 0.2589831389 0.1930605416 0.1361788367
 [4,] 0.487720246 0.4065159771 0.3216910981 0.2425506715 0.1756272177
 [5,] 0.588410514 0.4907139453 0.3932406745 0.3044613265 0.2292587433
 [6,] 0.691015458 0.5840772345 0.4809019092 0.3868842456 0.3043165906
 [7,] 0.801945170 0.6966746772 0.5958113590 0.4996851402 0.4081687807
 [8,] 0.934420576 0.8428717359 0.7504077488 0.6515773749 0.5457116642
 [9,] 1.105803895 1.0372345725 0.9539611235 0.8462095130 0.7164848911
[10,] 1.331952333 1.2885606808 1.2074704440 1.0785692025 0.9125574868
[11,] 1.620153488 1.5940586806 1.4999156801 1.3332964715 1.1182612957
[12,] 1.963298644 1.9362059079 1.8078147049 1.5861246111 1.3123686811
[13,] 2.338065793 2.2842588016 2.0990797697 1.8086216869 1.4724269930
[14,] 2.708713734 2.6007713739 2.3405017058 1.9750110521 1.5800000286
[15,] 3.035921793 2.8513430412 2.5064777304 2.0687432634 1.6250171154
[16,] 3.287791378 3.0141171999 2.5857103771 2.0863232922 1.6076616786
[17,] 3.448794505 3.0852506223 2.5831770220 2.0369252919 1.5372233879
[18,] 3.522969673 3.0780741140 2.5166307882 1.9381499658 1.4286207992
[19,] 3.530015972 3.0164006652 2.4093273034 1.8099527515 1.2981892513
[20,] 3.496078852 2.9250575895 2.2822878253 1.6693828338 1.1603695757
[21,] 3.443345821 2.8218098163 2.1493126142 1.5280169886 1.0261799676
[22,] 3.382861734 2.7138362720 2.0162671855 1.3923709614 0.9033226698
[23,] 3.313137925 2.5994484582 1.8839096864 1.2660926428 0.7970702963
[24,] 3.224256406 2.4732307014 1.7519895069 1.1521748118 0.7110118107
[25,] 3.104814450 2.3315424579 1.6222365410 1.0539076220 0.6471955407
[26,] 2.948301660 2.1757872757 1.4989757857 0.9743378914 0.6057944426
[27,] 2.756425581 2.0124563124 1.3875981026 0.9149129836 0.5847631731
[28,] 2.538704036 1.8506422030 1.2921315339 0.8743084837 0.5799207540
[29,] 2.309264612 1.6986426418 1.2132991959 0.8481546742 0.5855858716
[30,] 2.082567138 1.5612236419 1.1479081284 0.8298041409 0.5955541550
[31,] 1.869653592 1.4384336697 1.0896564760 0.8117800450 0.6040331753
[32,] 1.675935366 1.3260847584 1.0308880151 0.7873303880 0.6062218570
[33,] 1.500875853 1.2174816416 0.9646110053 0.7515967230 0.5984689647
[34,] 1.339411366 1.1057414421 0.8861725304 0.7021688496 0.5782103355
[35,] 1.184559860 0.9860079823 0.7942018483 0.6390757766 0.5439890218
[36,] 1.030369616 0.8569543458 0.6906965891 0.5644256620 0.4957266005
[37,] 0.874246077 0.7211808155 0.5803541012 0.4819017691 0.4351228038
[38,] 0.717895832 0.5844490616 0.4694081381 0.3962053616 0.3658318952
[39,] 0.566646238 0.4540629950 0.3642971907 0.3124297907 0.2930868208
[40,] 0.427535524 0.3369691296 0.2704730553 0.2353498746 0.2227262942
[41,] 0.307014142 0.2381874336 0.1915794813 0.1687087377 0.1599344390
[42,] 0.209141451 0.1599904062 0.1291185738 0.1146820869 0.1081833918
[43,] 0.134818819 0.1019267740 0.0825975878 0.0736957096 0.0687647641
[44,] 0.082092641 0.0614905918 0.0500362593 0.0446507924 0.0409955546
[45,] 0.047155123 0.0350799937 0.0286435392 0.0254507911 0.0228899880
[46,] 0.025527660 0.0189023448 0.0154657069 0.0136231437 0.0119567985
[47,] 0.013015282 0.0096095571 0.0078629359 0.0068379732 0.0058382641
[48,] 0.006246570 0.0046045292 0.0037586491 0.0032147403 0.0026630366
[49,] 0.002821087 0.0020775556 0.0016871617 0.0014142637 0.0011341929
[50,] 0.001198537 0.0008818969 0.0007103636 0.0005817798 0.0004508714
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 0.0521548091 0.0318727700 0.0186500329 1.077821e-02 6.425809e-03
 [2,] 0.0692955512 0.0435384272 0.0267441673 1.655016e-02 1.071462e-02
 [3,] 0.0919150702 0.0603326079 0.0392828640 2.600872e-02 1.806420e-02
 [4,] 0.1234786374 0.0853203011 0.0587594295 4.118386e-02 3.020060e-02
 [5,] 0.1688934175 0.1224185395 0.0882271929 6.457838e-02 4.928872e-02
 [6,] 0.2337932081 0.1757579122 0.1308448303 9.885369e-02 7.766029e-02
 [7,] 0.3230860619 0.2486013270 0.1891195051 1.462363e-01 1.172463e-01
 [8,] 0.4390070904 0.3420030232 0.2639280051 2.076551e-01 1.687195e-01
 [9,] 0.5792265067 0.4535596676 0.3535119551 2.817482e-01 2.305206e-01
[10,] 0.7357356729 0.5766961782 0.4527522972 3.640496e-01 2.981345e-01
[11,] 0.8951485387 0.7008818770 0.5530830636 4.467832e-01 3.640859e-01
[12,] 1.0406621014 0.8129576344 0.6433366583 5.196585e-01 4.189967e-01
[13,] 1.1553232385 0.8994172312 0.7115816074 5.717689e-01 4.536569e-01
[14,] 1.2256871528 0.9491320413 0.7476453452 5.942193e-01 4.615386e-01
[15,] 1.2447143676 0.9557841399 0.7456447194 5.826482e-01 4.408255e-01
[16,] 1.2129960003 0.9192905182 0.7056749417 5.386712e-01 3.950984e-01
[17,] 1.1380319065 0.8457836731 0.6339911546 4.696003e-01 3.323421e-01
[18,] 1.0320087292 0.7461713456 0.5415396700 3.864953e-01 2.626731e-01
[19,] 0.9089809131 0.6337494884 0.4413308785 3.012986e-01 1.957165e-01
[20,] 0.7823673723 0.5216043857 0.3455737670 2.241371e-01 1.386103e-01
[21,] 0.6633107990 0.4205107320 0.2634978089 1.616735e-01 9.521389e-02
[22,] 0.5599655699 0.3377564515 0.2004039332 1.168407e-01 6.651468e-02
[23,] 0.4774438494 0.2769553840 0.1579501147 8.970565e-02 5.177937e-02
[24,] 0.4180787448 0.2386188625 0.1352632762 7.887415e-02 4.984322e-02
[25,] 0.3817952854 0.2211336470 0.1303146625 8.281390e-02 6.002669e-02
[26,] 0.3665540517 0.2218116556 0.1410630871 1.006390e-01 8.238088e-02
[27,] 0.3689069610 0.2377481766 0.1660351792 1.321275e-01 1.171938e-01
[28,] 0.3846454885 0.2662902159 0.2041921802 1.769774e-01 1.639234e-01
[29,] 0.4093961369 0.3049852349 0.2541293421 2.335586e-01 2.199640e-01
[30,] 0.4389539377 0.3510198313 0.3129031481 2.976780e-01 2.798403e-01
[31,] 0.4692305089 0.4003918726 0.3750394800 3.620409e-01 3.354124e-01
[32,] 0.4959251809 0.4473057200 0.4323875962 4.169685e-01 3.773483e-01
[33,] 0.5142733849 0.4843507362 0.4752690323 4.524618e-01 3.975435e-01
[34,] 0.5192943895 0.5037617163 0.4948034201 4.610099e-01 3.916019e-01
[35,] 0.5067292948 0.4995045654 0.4856174218 4.400300e-01 3.603167e-01
[36,] 0.4744117462 0.4693714691 0.4477725099 3.928381e-01 3.094635e-01
[37,] 0.4234234490 0.4160856547 0.3869804804 3.276704e-01 2.479826e-01
[38,] 0.3583499732 0.3467952348 0.3129439761 2.551726e-01 1.853465e-01
[39,] 0.2863464159 0.2710955523 0.2365301069 1.854320e-01 1.291834e-01
[40,] 0.2153228907 0.1984106101 0.1669543233 1.257009e-01 8.395073e-02
[41,] 0.1519912526 0.1357857784 0.1099906168 7.946759e-02 5.086203e-02
[42,] 0.1005246160 0.0868164146 0.0676066119 4.684545e-02 2.872657e-02
[43,] 0.0622100427 0.0518240233 0.0387595053 2.574659e-02 1.512425e-02
[44,] 0.0359873652 0.0288698556 0.0207222852 1.319200e-02 7.422465e-03
[45,] 0.0194457893 0.0150038154 0.0103301794 6.301095e-03 3.395449e-03
[46,] 0.0098096920 0.0072727790 0.0048011512 2.805543e-03 1.447813e-03
[47,] 0.0046181730 0.0032875156 0.0020802717 1.164398e-03 5.754266e-04
[48,] 0.0020283551 0.0013856381 0.0008402507 4.504635e-04 2.131692e-04
[49,] 0.0008309678 0.0005445124 0.0003163708 1.624372e-04 7.360621e-05
[50,] 0.0003174828 0.0001994857 0.0001110375 5.459756e-05 2.368955e-05
             [,48]        [,49]        [,50]
 [1,] 4.155722e-03 3.002838e-03 2.367304e-03
 [2,] 7.527141e-03 5.785341e-03 4.684288e-03
 [3,] 1.349912e-02 1.078286e-02 8.808693e-03
 [4,] 2.356314e-02 1.922289e-02 1.564894e-02
 [5,] 3.956581e-02 3.254215e-02 2.616632e-02
 [6,] 6.341224e-02 5.206596e-02 4.107764e-02
 [7,] 9.648755e-02 7.847286e-02 6.043947e-02
 [8,] 1.388502e-01 1.111520e-01 8.324214e-02
 [9,] 1.884278e-01 1.477013e-01 1.072183e-01
[10,] 2.406004e-01 1.838828e-01 1.290608e-01
[11,] 2.885622e-01 2.142619e-01 1.451072e-01
[12,] 3.246222e-01 2.334848e-01 1.523281e-01
[13,] 3.421787e-01 2.378095e-01 1.492592e-01
[14,] 3.376948e-01 2.262967e-01 1.364861e-01
[15,] 3.118673e-01 2.011419e-01 1.164642e-01
[16,] 2.694665e-01 1.669949e-01 9.275208e-02
[17,] 2.179001e-01 1.295647e-01 6.899576e-02
[18,] 1.651166e-01 9.410022e-02 4.807116e-02
[19,] 1.176918e-01 6.432003e-02 3.166707e-02
[20,] 7.975197e-02 4.208341e-02 2.035704e-02
[21,] 5.293196e-02 2.774077e-02 1.400794e-02
[22,] 3.712091e-02 2.085753e-02 1.228427e-02
[23,] 3.151825e-02 2.094377e-02 1.502997e-02
[24,] 3.552641e-02 2.790252e-02 2.239191e-02
[25,] 4.915999e-02 4.204732e-02 3.464602e-02
[26,] 7.284439e-02 6.368578e-02 5.178374e-02
[27,] 1.066718e-01 9.241085e-02 7.301245e-02
[28,] 1.493805e-01 1.263831e-01 9.639965e-02
[29,] 1.975016e-01 1.619716e-01 1.188944e-01
[30,] 2.451747e-01 1.940656e-01 1.368456e-01
[31,] 2.849694e-01 2.171282e-01 1.469196e-01
[32,] 3.096316e-01 2.267032e-01 1.470931e-01
[33,] 3.141869e-01 2.207989e-01 1.373083e-01
[34,] 2.975432e-01 2.005488e-01 1.194941e-01
[35,] 2.628742e-01 1.698447e-01 9.694157e-02
[36,] 2.166004e-01 1.341039e-01 7.331061e-02
[37,] 1.664182e-01 9.870846e-02 5.167760e-02
[38,] 1.192110e-01 6.772782e-02 3.395523e-02
[39,] 7.960994e-02 4.331752e-02 2.079569e-02
[40,] 4.955949e-02 2.582453e-02 1.187127e-02
[41,] 2.875919e-02 1.435048e-02 6.316486e-03
[42,] 1.555622e-02 7.432922e-03 3.132606e-03
[43,] 7.843323e-03 3.588465e-03 1.448060e-03
[44,] 3.686025e-03 1.614771e-03 6.239021e-04
[45,] 1.614637e-03 6.772742e-04 2.505505e-04
[46,] 6.592435e-04 2.647695e-04 9.378249e-05
[47,] 2.508823e-04 9.647634e-05 3.271872e-05
[48,] 8.899074e-05 3.276587e-05 1.063942e-05
[49,] 2.942186e-05 1.037221e-05 3.224682e-06
[50,] 9.066591e-06 3.060326e-06 9.109670e-07

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

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
   12.41441     -0.04058  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7mi8j1226314235.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]  75.25424  76.33161  77.40899  78.48637  79.56375  80.64113  81.71850
 [8]  82.79588  83.87326  84.95064  86.02802  87.10540  88.18277  89.26015
[15]  90.33753  91.41491  92.49229  93.56966  94.64704  95.72442  96.80180
[22]  97.87918  98.95655 100.03393 101.11131 102.18869 103.26607 104.34345
[29] 105.42082 106.49820 107.57558 108.65296 109.73034 110.80771 111.88509
[36] 112.96247 114.03985 115.11723 116.19460 117.27198 118.34936 119.42674
[43] 120.50412 121.58150 122.65887 123.73625 124.81363 125.89101 126.96839
[50] 128.04576

$yords
 [1] 5.825197 5.903761 5.982324 6.060887 6.139451 6.218014 6.296577 6.375141
 [9] 6.453704 6.532268 6.610831 6.689394 6.767958 6.846521 6.925085 7.003648
[17] 7.082211 7.160775 7.239338 7.317901 7.396465 7.475028 7.553592 7.632155
[25] 7.710718 7.789282 7.867845 7.946408 8.024972 8.103535 8.182099 8.260662
[33] 8.339225 8.417789 8.496352 8.574915 8.653479 8.732042 8.810606 8.889169
[41] 8.967732 9.046296 9.124859 9.203423 9.281986 9.360549 9.439113 9.517676
[49] 9.596239 9.674803

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.707195e-24 3.485020e-23 6.660706e-22 1.160845e-20 1.826842e-19
 [2,] 2.468721e-23 4.529370e-22 8.014713e-21 1.308814e-19 1.939728e-18
 [3,] 3.456156e-22 5.545149e-21 8.965412e-20 1.363930e-18 1.897776e-17
 [4,] 4.764206e-21 6.473629e-20 9.379137e-19 1.317992e-17 1.714946e-16
 [5,] 6.536857e-20 7.315499e-19 9.252557e-18 1.185636e-16 1.434865e-15
 [6,] 8.916029e-19 8.119533e-18 8.703901e-17 9.981676e-16 1.114466e-14
 [7,] 1.192773e-17 8.926848e-17 7.913202e-16 7.923054e-15 8.061615e-14
 [8,] 1.534766e-16 9.698299e-16 7.042231e-15 5.989695e-14 5.455497e-13
 [9,] 1.864056e-15 1.027849e-14 6.177861e-14 4.365403e-13 3.476766e-12
[10,] 2.106044e-14 1.043751e-13 5.327621e-13 3.102636e-12 2.105962e-11
[11,] 2.191468e-13 9.982009e-13 4.462539e-12 2.163861e-11 1.226140e-10
[12,] 2.086880e-12 8.870224e-12 3.571143e-11 1.477008e-10 6.935434e-10
[13,] 1.811584e-11 7.255735e-11 2.687080e-10 9.758986e-10 3.833648e-09
[14,] 1.430220e-10 5.430418e-10 1.877213e-09 6.147081e-09 2.066346e-08
[15,] 1.025463e-09 3.704705e-09 1.206809e-08 3.636583e-08 1.075212e-07
[16,] 6.671932e-09 2.298535e-08 7.097785e-08 1.996493e-07 5.325243e-07
[17,] 3.937147e-08 1.295166e-07 3.805142e-07 1.008482e-06 2.475286e-06
[18,] 2.106594e-07 6.622427e-07 1.855244e-06 4.660383e-06 1.067467e-05
[19,] 1.021822e-06 3.071235e-06 8.215239e-06 1.963168e-05 4.235548e-05
[20,] 4.492827e-06 1.291473e-05 3.301183e-05 7.521448e-05 1.537658e-04
[21,] 1.790552e-05 4.923314e-05 1.203189e-04 2.617330e-04 5.089137e-04
[22,] 6.467908e-05 1.701324e-04 3.976380e-04 8.265563e-04 1.532123e-03
[23,] 2.117605e-04 5.329082e-04 1.191411e-03 2.367746e-03 4.190071e-03
[24,] 6.283954e-04 1.513033e-03 3.236109e-03 6.150856e-03 1.040135e-02
[25,] 1.690211e-03 3.893917e-03 7.968446e-03 1.448883e-02 2.342775e-02
[26,] 4.120942e-03 9.084505e-03 1.778893e-02 3.094953e-02 4.787528e-02
[27,] 9.108659e-03 1.921600e-02 3.601148e-02 5.996575e-02 8.878451e-02
[28,] 1.825649e-02 3.686438e-02 6.613394e-02 1.054415e-01 1.495201e-01
[29,] 3.319532e-02 6.417803e-02 1.102644e-01 1.684312e-01 2.289740e-01
[30,] 5.480077e-02 1.015006e-01 1.671440e-01 2.448810e-01 3.196613e-01
[31,] 8.226156e-02 1.461193e-01 2.309481e-01 3.251531e-01 4.086620e-01
[32,] 1.125868e-01 1.921509e-01 2.922183e-01 3.966596e-01 4.821368e-01
[33,] 1.411754e-01 2.322593e-01 3.412841e-01 4.490592e-01 5.315610e-01
[34,] 1.635359e-01 2.607444e-01 3.726615e-01 4.791721e-01 5.577743e-01
[35,] 1.773503e-01 2.762475e-01 3.875946e-01 4.920934e-01 5.695827e-01
[36,] 1.835147e-01 2.820828e-01 3.926021e-01 4.971330e-01 5.772183e-01
[37,] 1.852384e-01 2.836070e-01 3.945785e-01 5.009727e-01 5.849158e-01
[38,] 1.856208e-01 2.842388e-01 3.957177e-01 5.027858e-01 5.878186e-01
[39,] 1.853501e-01 2.829324e-01 3.919016e-01 4.948176e-01 5.753277e-01
[40,] 1.821937e-01 2.749508e-01 3.757024e-01 4.679059e-01 5.383072e-01
[41,] 1.726517e-01 2.553439e-01 3.417514e-01 4.179011e-01 4.750805e-01
[42,] 1.545485e-01 2.225988e-01 2.906786e-01 3.486892e-01 3.926210e-01
[43,] 1.287326e-01 1.800091e-01 2.292168e-01 2.703891e-01 3.030816e-01
[44,] 9.886112e-02 1.341646e-01 1.669665e-01 1.946512e-01 2.186198e-01
[45,] 6.966272e-02 9.193232e-02 1.123216e-01 1.302855e-01 1.476049e-01
[46,] 4.496522e-02 5.792686e-02 6.992334e-02 8.131067e-02 9.347068e-02
[47,] 2.659702e-02 3.363445e-02 4.041792e-02 4.747516e-02 5.564006e-02
[48,] 1.444484e-02 1.805784e-02 2.178242e-02 2.602543e-02 3.124394e-02
[49,] 7.225752e-03 9.003502e-03 1.099492e-02 1.345442e-02 1.667131e-02
[50,] 3.343110e-03 4.190053e-03 5.225822e-03 6.607835e-03 8.576409e-03
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.585178e-18 3.281858e-17 3.731113e-16 3.793292e-15 3.444429e-14
 [2,] 2.592238e-17 3.114141e-16 3.356237e-15 3.239682e-14 2.796852e-13
 [3,] 2.389634e-16 2.711125e-15 2.764684e-14 2.529433e-13 2.072979e-12
 [4,] 2.029653e-15 2.170174e-14 2.089872e-13 1.808901e-12 1.404888e-11
 [5,] 1.591709e-14 1.600659e-13 1.452821e-12 1.187380e-11 8.722921e-11
 [6,] 1.154772e-13 1.089944e-12 9.307345e-12 7.169416e-11 4.972532e-10
 [7,] 7.764240e-13 6.863039e-12 5.505002e-11 3.990171e-10 2.608154e-09
 [8,] 4.847257e-12 4.001205e-11 3.010442e-10 2.050612e-09 1.261312e-08
 [9,] 2.816901e-11 2.162170e-10 1.523576e-09 9.743981e-09 5.633881e-08
[10,] 1.529614e-10 1.084242e-09 7.139975e-09 4.284368e-08 2.327231e-07
[11,] 7.807596e-10 5.054901e-09 3.099492e-08 1.743587e-07 8.896379e-07
[12,] 3.778382e-09 2.198303e-08 1.247139e-07 6.566930e-07 3.147523e-06
[13,] 1.752052e-08 8.967038e-08 4.658076e-07 2.288687e-06 1.030271e-05
[14,] 7.864163e-08 3.458824e-07 1.619859e-06 7.383258e-06 3.118361e-05
[15,] 3.436782e-07 1.274419e-06 5.272347e-06 2.207557e-05 8.724452e-05
[16,] 1.459919e-06 4.529440e-06 1.618652e-05 6.135352e-05 2.256826e-04
[17,] 5.973906e-06 1.561916e-05 4.732532e-05 1.592999e-04 5.404914e-04
[18,] 2.323979e-05 5.220203e-05 1.330064e-04 3.892403e-04 1.201898e-03
[19,] 8.481244e-05 1.677428e-04 3.614130e-04 9.030870e-04 2.493601e-03
[20,] 2.871621e-04 5.119902e-04 9.490476e-04 2.006922e-03 4.859808e-03
[21,] 8.947471e-04 1.465804e-03 2.391793e-03 4.296264e-03 8.970427e-03
[22,] 2.551423e-03 3.894649e-03 5.722423e-03 8.862572e-03 1.581155e-02
[23,] 6.634885e-03 9.528230e-03 1.284796e-02 1.752445e-02 2.677743e-02
[24,] 1.570042e-02 2.134956e-02 2.680384e-02 3.292242e-02 4.367292e-02
[25,] 3.376655e-02 4.366761e-02 5.158564e-02 5.820723e-02 6.848168e-02
[26,] 6.596805e-02 8.138754e-02 9.117218e-02 9.610386e-02 1.028217e-01
[27,] 1.170827e-01 1.381566e-01 1.476728e-01 1.474904e-01 1.472495e-01
[28,] 1.889330e-01 2.137646e-01 2.192652e-01 2.101947e-01 2.008501e-01
[29,] 2.776883e-01 3.021790e-01 2.993109e-01 2.790221e-01 2.615502e-01
[30,] 3.730021e-01 3.920563e-01 3.779364e-01 3.475575e-01 3.271395e-01
[31,] 4.606424e-01 4.705879e-01 4.460031e-01 4.110580e-01 3.963587e-01
[32,] 5.282586e-01 5.292220e-01 4.994271e-01 4.686550e-01 4.692073e-01
[33,] 5.712529e-01 5.677748e-01 5.409178e-01 5.232074e-01 5.461355e-01
[34,] 5.946711e-01 5.937607e-01 5.775495e-01 5.786627e-01 6.265610e-01
[35,] 6.091626e-01 6.168163e-01 6.154596e-01 6.365210e-01 7.074749e-01
[36,] 6.232693e-01 6.417365e-01 6.550921e-01 6.935119e-01 7.826224e-01
[37,] 6.372530e-01 6.648034e-01 6.899654e-01 7.416123e-01 8.424762e-01
[38,] 6.427093e-01 6.756973e-01 7.093982e-01 7.701271e-01 8.753839e-01
[39,] 6.279903e-01 6.633232e-01 7.031847e-01 7.688724e-01 8.703917e-01
[40,] 5.854337e-01 6.215906e-01 6.656481e-01 7.315684e-01 8.214775e-01
[41,] 5.157102e-01 5.520208e-01 5.976270e-01 6.586013e-01 7.314310e-01
[42,] 4.272978e-01 4.626955e-01 5.062908e-01 5.580710e-01 6.128150e-01
[43,] 3.325023e-01 3.651054e-01 4.032568e-01 4.441664e-01 4.846067e-01
[44,] 2.429593e-01 2.707608e-01 3.015670e-01 3.330103e-01 3.657599e-01
[45,] 1.667497e-01 1.886376e-01 2.123175e-01 2.376733e-01 2.690094e-01
[46,] 1.075864e-01 1.237905e-01 1.420753e-01 1.647451e-01 1.980553e-01
[47,] 6.544236e-02 7.716889e-02 9.207705e-02 1.139459e-01 1.490206e-01
[48,] 3.781787e-02 4.649526e-02 5.936150e-02 8.043359e-02 1.145691e-01
[49,] 2.109259e-02 2.779021e-02 3.901247e-02 5.809582e-02 8.801718e-02
[50,] 1.164168e-02 1.691337e-02 2.629396e-02 4.205688e-02 6.552134e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.790552e-13 2.015412e-12 1.296766e-11 7.430483e-11 3.791654e-10
 [2,] 2.156843e-12 1.484206e-11 9.106166e-11 4.978398e-10 2.424666e-09
 [3,] 1.519664e-11 9.952733e-11 5.817423e-10 3.032273e-09 1.408796e-08
 [4,] 9.775252e-11 6.084995e-10 3.384582e-09 1.680448e-08 7.442360e-08
 [5,] 5.750774e-10 3.397170e-09 1.795678e-08 8.482703e-08 3.577860e-07
 [6,] 3.100338e-09 1.734988e-08 8.701341e-08 3.905524e-07 1.567005e-06
 [7,] 1.535027e-08 8.122455e-08 3.858215e-07 1.642746e-06 6.261211e-06
 [8,] 6.995284e-08 3.493423e-07 1.568718e-06 6.324762e-06 2.286254e-05
 [9,] 2.940233e-07 1.383470e-06 5.862123e-06 2.233841e-05 7.644388e-05
[10,] 1.141851e-06 5.055538e-06 2.018042e-05 7.254866e-05 2.345911e-04
[11,] 4.102383e-06 1.707763e-05 6.414033e-05 2.171892e-04 6.624054e-04
[12,] 1.364409e-05 5.339657e-05 1.885717e-04 6.007475e-04 1.725483e-03
[13,] 4.200966e-05 1.546393e-04 5.135303e-04 1.538393e-03 4.156838e-03
[14,] 1.196880e-04 4.148308e-04 1.296380e-03 3.652792e-03 9.282037e-03
[15,] 3.153083e-04 1.030316e-03 3.034161e-03 8.049357e-03 1.924429e-02
[16,] 7.675544e-04 2.367524e-03 6.581554e-03 1.646669e-02 3.708757e-02
[17,] 1.726020e-03 5.029321e-03 1.322257e-02 3.126623e-02 6.647375e-02
[18,] 3.587097e-03 9.871924e-03 2.458670e-02 5.507602e-02 1.108129e-01
[19,] 6.900495e-03 1.790630e-02 4.229492e-02 8.996223e-02 1.717808e-01
[20,] 1.232455e-02 3.004251e-02 6.731671e-02 1.362388e-01 2.476193e-01
[21,] 2.053525e-02 4.672481e-02 9.922901e-02 1.913937e-01 3.320917e-01
[22,] 3.213632e-02 6.763153e-02 1.357965e-01 2.498844e-01 4.151194e-01
[23,] 4.764104e-02 9.168946e-02 1.733500e-01 3.044301e-01 4.855971e-01
[24,] 6.756489e-02 1.175804e-01 2.081725e-01 3.487698e-01 5.357225e-01
[25,] 9.259374e-02 1.446826e-01 2.385509e-01 3.809158e-01 5.649924e-01
[26,] 1.237383e-01 1.740973e-01 2.666015e-01 4.053068e-01 5.817243e-01
[27,] 1.624011e-01 2.092234e-01 2.988032e-01 4.324941e-01 6.010322e-01
[28,] 2.103239e-01 2.553957e-01 3.446076e-01 4.761604e-01 6.401508e-01
[29,] 2.693701e-01 3.184466e-01 4.134480e-01 5.487594e-01 7.135063e-01
[30,] 3.410626e-01 4.026114e-01 5.114313e-01 6.578306e-01 8.296762e-01
[31,] 4.258885e-01 5.086981e-01 6.392553e-01 8.043518e-01 9.903799e-01
[32,] 5.226258e-01 6.334228e-01 7.920215e-01 9.827043e-01 1.189642e+00
[33,] 6.280417e-01 7.700083e-01 9.601140e-01 1.180565e+00 1.411553e+00
[34,] 7.369671e-01 9.090861e-01 1.129611e+00 1.377879e+00 1.627997e+00
[35,] 8.422546e-01 1.038769e+00 1.281848e+00 1.546662e+00 1.800636e+00
[36,] 9.342628e-01 1.144093e+00 1.393989e+00 1.655014e+00 1.890510e+00
[37,] 1.000543e+00 1.207760e+00 1.443216e+00 1.676737e+00 1.873080e+00
[38,] 1.027332e+00 1.214140e+00 1.414785e+00 1.602985e+00 1.750651e+00
[39,] 1.003807e+00 1.155946e+00 1.310173e+00 1.448847e+00 1.553657e+00
[40,] 9.276991e-01 1.039871e+00 1.149632e+00 1.249464e+00 1.328703e+00
[41,] 8.088009e-01 8.867827e-01 9.661594e-01 1.046677e+00 1.119697e+00
[42,] 6.673105e-01 7.250995e-01 7.932997e-01 8.732063e-01 9.522828e-01
[43,] 5.270309e-01 5.804192e-01 6.531819e-01 7.425121e-01 8.287521e-01
[44,] 4.068961e-01 4.669588e-01 5.508256e-01 6.485130e-01 7.339076e-01
[45,] 3.153581e-01 3.850335e-01 4.767269e-01 5.736548e-01 6.469324e-01
[46,] 2.501818e-01 3.250039e-01 4.151403e-01 5.000170e-01 5.526381e-01
[47,] 2.028160e-01 2.745812e-01 3.530465e-01 4.177652e-01 4.472662e-01
[48,] 1.641848e-01 2.252164e-01 2.854280e-01 3.276798e-01 3.375456e-01
[49,] 1.287201e-01 1.747248e-01 2.152598e-01 2.380370e-01 2.351202e-01
[50,] 9.524265e-02 1.259651e-01 1.496674e-01 1.588254e-01 1.501939e-01
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 1.724183e-09 7.000435e-09 2.549305e-08 8.407331e-08 2.558748e-07
 [2,] 1.052354e-08 4.075812e-08 1.413543e-07 4.423355e-07 1.268336e-06
 [3,] 5.834115e-08 2.155408e-07 7.122420e-07 2.117640e-06 5.736032e-06
 [4,] 2.939261e-07 1.035622e-06 3.261323e-06 9.221577e-06 2.364632e-05
 [5,] 1.346633e-06 4.523104e-06 1.357394e-05 3.652202e-05 8.879943e-05
 [6,] 5.615610e-06 1.796916e-05 5.137435e-05 1.315646e-04 3.036572e-04
 [7,] 2.133943e-05 6.499370e-05 1.769289e-04 4.312244e-04 9.454489e-04
 [8,] 7.400084e-05 2.142819e-04 5.549613e-04 1.286795e-03 2.680744e-03
 [9,] 2.346021e-04 6.449563e-04 1.587359e-03 3.499086e-03 6.925635e-03
[10,] 6.813810e-04 1.775511e-03 4.146979e-03 8.681504e-03 1.631686e-02
[11,] 1.817495e-03 4.480750e-03 9.915386e-03 1.968666e-02 3.510445e-02
[12,] 4.464305e-03 1.039346e-02 2.175104e-02 4.089215e-02 6.909333e-02
[13,] 1.012650e-02 2.222463e-02 4.390455e-02 7.801693e-02 1.247154e-01
[14,] 2.127119e-02 4.394770e-02 8.181555e-02 1.371680e-01 2.070977e-01
[15,] 4.147956e-02 8.061629e-02 1.412577e-01 2.230970e-01 3.176052e-01
[16,] 7.524264e-02 1.375780e-01 2.267890e-01 3.370956e-01 4.519369e-01
[17,] 1.271459e-01 2.189655e-01 3.397651e-01 4.753099e-01 5.999150e-01
[18,] 2.003181e-01 3.256323e-01 4.764833e-01 6.282641e-01 7.474460e-01
[19,] 2.943851e-01 4.531336e-01 6.272515e-01 7.820660e-01 8.801566e-01
[20,] 4.037107e-01 5.907939e-01 7.772274e-01 9.213283e-01 9.875560e-01
[21,] 5.171106e-01 7.229897e-01 9.095466e-01 1.033337e+00 1.066448e+00
[22,] 6.200306e-01 8.331192e-01 1.010328e+00 1.112299e+00 1.122353e+00
[23,] 6.991249e-01 9.092927e-01 1.073795e+00 1.161771e+00 1.167807e+00
[24,] 7.476285e-01 9.492923e-01 1.104855e+00 1.193397e+00 1.217247e+00
[25,] 7.689096e-01 9.620511e-01 1.117265e+00 1.221807e+00 1.280259e+00
[26,] 7.761274e-01 9.645825e-01 1.128113e+00 1.258383e+00 1.357175e+00
[27,] 7.880389e-01 9.761525e-01 1.152132e+00 1.308230e+00 1.440775e+00
[28,] 8.233420e-01 1.013304e+00 1.199608e+00 1.372710e+00 1.523813e+00
[29,] 8.965599e-01 1.088175e+00 1.278284e+00 1.454938e+00 1.606679e+00
[30,] 1.016545e+00 1.208933e+00 1.395281e+00 1.561831e+00 1.697777e+00
[31,] 1.185737e+00 1.378450e+00 1.554035e+00 1.698249e+00 1.804274e+00
[32,] 1.397413e+00 1.588827e+00 1.745880e+00 1.855974e+00 1.919381e+00
[33,] 1.630967e+00 1.814807e+00 1.942743e+00 2.006891e+00 2.017045e+00
[34,] 1.849747e+00 2.013443e+00 2.099790e+00 2.108791e+00 2.060502e+00
[35,] 2.007266e+00 2.135374e+00 2.170905e+00 2.123152e+00 2.020545e+00
[36,] 2.062817e+00 2.144647e+00 2.129577e+00 2.034283e+00 1.891369e+00
[37,] 1.999482e+00 2.035854e+00 1.981989e+00 1.857098e+00 1.693445e+00
[38,] 1.833364e+00 1.837248e+00 1.763536e+00 1.628763e+00 1.462489e+00
[39,] 1.607275e+00 1.597353e+00 1.521343e+00 1.390595e+00 1.232950e+00
[40,] 1.372053e+00 1.363416e+00 1.294103e+00 1.171888e+00 1.026227e+00
[41,] 1.166308e+00 1.164150e+00 1.100359e+00 9.836811e-01 8.484332e-01
[42,] 1.005055e+00 1.004615e+00 9.389870e-01 8.225906e-01 6.955253e-01
[43,] 8.810071e-01 8.726693e-01 7.980072e-01 6.793831e-01 5.605277e-01
[44,] 7.749835e-01 7.508189e-01 6.649693e-01 5.465659e-01 4.386854e-01
[45,] 6.685239e-01 6.266614e-01 5.338069e-01 4.220334e-01 3.291867e-01
[46,] 5.526539e-01 4.978455e-01 4.064008e-01 3.086879e-01 2.341555e-01
[47,] 4.299872e-01 3.709765e-01 2.898486e-01 2.116169e-01 1.564040e-01
[48,] 3.109304e-01 2.565931e-01 1.919017e-01 1.348660e-01 9.737808e-02
[49,] 2.072342e-01 1.635507e-01 1.171731e-01 7.942347e-02 5.619667e-02
[50,] 1.266147e-01 9.559114e-02 6.567405e-02 4.303182e-02 2.993694e-02
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 7.422886e-07 2.142904e-06 6.372040e-06 1.952815e-05 5.974939e-05
 [2,] 3.426520e-06 9.086425e-06 2.462249e-05 6.905518e-05 1.956383e-04
 [3,] 1.449228e-05 3.545954e-05 8.773210e-05 2.247722e-04 5.878602e-04
 [4,] 5.607852e-05 1.271851e-04 2.881576e-04 6.739673e-04 1.622672e-03
 [5,] 1.982877e-04 4.186781e-04 8.718679e-04 1.862506e-03 4.118657e-03
 [6,] 6.400366e-04 1.263159e-03 2.427676e-03 4.744347e-03 9.621292e-03
 [7,] 1.884614e-03 3.488456e-03 6.213633e-03 1.113724e-02 2.070000e-02
 [8,] 5.060423e-03 8.810048e-03 1.460149e-02 2.408077e-02 4.103625e-02
 [9,] 1.239055e-02 2.033330e-02 3.146861e-02 4.792208e-02 7.497477e-02
[10,] 2.767570e-02 4.287548e-02 6.214831e-02 8.770640e-02 1.262434e-01
[11,] 5.643840e-02 8.261781e-02 1.124251e-01 1.475260e-01 1.958829e-01
[12,] 1.052246e-01 1.455925e-01 1.863032e-01 2.279828e-01 2.800658e-01
[13,] 1.797247e-01 2.349873e-01 2.830391e-01 3.237751e-01 3.691024e-01
[14,] 2.820131e-01 3.481850e-01 3.949147e-01 4.230797e-01 4.489473e-01
[15,] 4.080724e-01 4.752832e-01 5.076212e-01 5.101016e-01 5.055436e-01
[16,] 5.471901e-01 6.006934e-01 6.042104e-01 5.706317e-01 5.307033e-01
[17,] 6.842067e-01 7.079731e-01 6.715469e-01 5.984940e-01 5.269965e-01
[18,] 8.041218e-01 7.860839e-01 7.064330e-01 5.998353e-01 5.092867e-01
[19,] 8.972448e-01 8.342591e-01 7.184476e-01 5.930954e-01 5.020286e-01
[20,] 9.628186e-01 8.633027e-01 7.281143e-01 6.044724e-01 5.331309e-01
[21,] 1.009767e+00 8.927437e-01 7.609680e-01 6.603322e-01 6.261012e-01
[22,] 1.054095e+00 9.445894e-01 8.392559e-01 7.786607e-01 7.924330e-01
[23,] 1.113197e+00 1.035232e+00 9.735412e-01 9.619423e-01 1.026482e+00
[24,] 1.198446e+00 1.168030e+00 1.157131e+00 1.194275e+00 1.305293e+00
[25,] 1.309227e+00 1.330169e+00 1.366584e+00 1.445175e+00 1.594780e+00
[26,] 1.432510e+00 1.496925e+00 1.569873e+00 1.679981e+00 1.860526e+00
[27,] 1.549860e+00 1.642844e+00 1.739485e+00 1.872455e+00 2.078017e+00
[28,] 1.648604e+00 1.754059e+00 1.863322e+00 2.012453e+00 2.236486e+00
[29,] 1.729343e+00 1.833433e+00 1.946148e+00 2.103748e+00 2.334782e+00
[30,] 1.803162e+00 1.894040e+00 2.000171e+00 2.153945e+00 2.373836e+00
[31,] 1.879244e+00 1.945026e+00 2.031554e+00 2.164668e+00 2.353111e+00
[32,] 1.951915e+00 1.980406e+00 2.033242e+00 2.130089e+00 2.274542e+00
[33,] 1.997844e+00 1.979809e+00 1.989804e+00 2.044846e+00 2.150024e+00
[34,] 1.986915e+00 1.921154e+00 1.890468e+00 1.914266e+00 2.004293e+00
[35,] 1.899695e+00 1.795978e+00 1.740051e+00 1.757736e+00 1.868219e+00
[36,] 1.739308e+00 1.616435e+00 1.559530e+00 1.601726e+00 1.765388e+00
[37,] 1.530069e+00 1.409740e+00 1.376289e+00 1.467210e+00 1.700486e+00
[38,] 1.305130e+00 1.205066e+00 1.211383e+00 1.360088e+00 1.656997e+00
[39,] 1.092207e+00 1.021916e+00 1.072003e+00 1.270307e+00 1.605421e+00
[40,] 9.056396e-01 8.660306e-01 9.523561e-01 1.179091e+00 1.516986e+00
[41,] 7.469378e-01 7.327267e-01 8.404467e-01 1.069180e+00 1.375671e+00
[42,] 6.105079e-01 6.135379e-01 7.258077e-01 9.326175e-01 1.183541e+00
[43,] 4.898175e-01 5.018846e-01 6.043658e-01 7.732301e-01 9.584585e-01
[44,] 3.810943e-01 3.957090e-01 4.792576e-01 6.040311e-01 7.265687e-01
[45,] 2.840736e-01 2.971547e-01 3.584575e-01 4.416965e-01 5.133837e-01
[46,] 2.007284e-01 2.104675e-01 2.510000e-01 3.008072e-01 3.369058e-01
[47,] 1.332791e-01 1.395137e-01 1.635843e-01 1.899885e-01 2.046806e-01
[48,] 8.257962e-02 8.602564e-02 9.876610e-02 1.108879e-01 1.147790e-01
[49,] 4.748962e-02 4.910549e-02 5.503155e-02 5.962247e-02 5.925010e-02
[50,] 2.524316e-02 2.585061e-02 2.820873e-02 2.945343e-02 2.808622e-02
             [,26]        [,27]       [,28]       [,29]       [,30]       [,31]
 [1,] 0.0001757083 0.0004839861 0.001234084 0.002905371 0.006325302 0.012759932
 [2,] 0.0005383324 0.0013951603 0.003351296 0.007423758 0.015176798 0.028704548
 [3,] 0.0015106828 0.0036824555 0.008339826 0.017406328 0.033458328 0.059375204
 [4,] 0.0038856916 0.0089031308 0.019023196 0.037461988 0.067815852 0.113063170
 [5,] 0.0091685324 0.0197277644 0.039788598 0.074038410 0.126463514 0.198444240
 [6,] 0.0198641004 0.0400910692 0.076352086 0.134447915 0.217152959 0.321480238
 [7,] 0.0395543183 0.0747864024 0.134522546 0.224503891 0.343705182 0.481464758
 [8,] 0.0724579433 0.1281839312 0.217823391 0.345089170 0.502130487 0.667904263
 [9,] 0.1222164184 0.2021002833 0.324553271 0.488986890 0.678318879 0.860310993
[10,] 0.1899646697 0.2934708688 0.445666116 0.639937640 0.849291356 1.032075903
[11,] 0.2722956223 0.3930443892 0.565086154 0.775392062 0.988600363 1.157615024
[12,] 0.3602353922 0.4863353402 0.663267564 0.872726720 1.074278517 1.220180570
[13,] 0.4403713842 0.5572605555 0.723205003 0.916749391 1.096251696 1.217446704
[14,] 0.4985245944 0.5935496449 0.736686895 0.905521228 1.060471360 1.163361109
[15,] 0.5250484774 0.5919521592 0.708351328 0.852435034 0.988795453 1.086474065
[16,] 0.5197309500 0.5611850556 0.656166960 0.784280873 0.915305154 1.025576192
[17,] 0.4941664472 0.5215033496 0.608441404 0.736298443 0.880183795 1.023031450
[18,] 0.4704750579 0.5010413350 0.598348660 0.745391140 0.921949229 1.116086830
[19,] 0.4766584304 0.5298918785 0.657082047 0.842460495 1.068983040 1.327615577
[20,] 0.5398241781 0.6331275194 0.806721473 1.045124660 1.332271939 1.659260239
[21,] 0.6788181515 0.8241146513 1.054299973 1.352782384 1.701887316 2.089825952
[22,] 0.8980155991 1.0998832500 1.388995143 1.745927956 2.148618227 2.579363615
[23,] 1.1843935450 1.4404930389 1.783833376 2.190006783 2.629612306 3.076453670
[24,] 1.5097829365 1.8133017685 2.201364344 2.641764418 3.095019992 3.525533992
[25,] 1.8383379548 2.1806371604 2.600584058 3.055103068 3.493529541 3.873539507
[26,] 2.1361747915 2.5072203042 2.942107953 3.385331090 3.777865525 4.078111167
[27,] 2.3782594127 2.7641205464 3.191149361 3.593997582 3.913419802 4.119251154
[28,] 2.5494311558 2.9294821110 3.321182862 3.657545322 3.890843646 4.011456901
[29,] 2.6412987440 2.9897929472 3.321370085 3.579267732 3.737351275 3.808035414
[30,] 2.6504051056 2.9449823344 3.206273360 3.397793736 3.517153262 3.589594573
[31,] 2.5814533684 2.8154874421 3.020606458 3.182734909 3.314459388 3.436696812
[32,] 2.4532844248 2.6442298558 2.831015506 3.013553670 3.202593123 3.397383674
[33,] 2.3004343326 2.4870571010 2.703776653 2.948520398 3.212911771 3.465558693
[34,] 2.1647558248 2.3925691560 2.677382406 2.998757751 3.319540313 3.581776898
[35,] 2.0790466643 2.3807658574 2.744269854 3.121321748 3.448387454 3.656705642
[36,] 2.0516008121 2.4325268850 2.852046781 3.235570418 3.506550587 3.606456552
[37,] 2.0611672644 2.4963641894 2.924195985 3.255166157 3.418498258 3.384018682
[38,] 2.0656585222 2.5093181370 2.890300787 3.120930926 3.153166612 2.993942982
[39,] 2.0199855777 2.4217427257 2.711966370 2.820581372 2.731560773 2.486064672
[40,] 1.8940268260 2.2148575382 2.394026639 2.388717865 2.214210005 1.933815438
[41,] 1.6828943681 1.9047228933 1.978501141 1.889956075 1.676733970 1.408592207
[42,] 1.4064695513 1.5332089432 1.526561400 1.394858046 1.185456072 0.961038171
[43,] 1.1003006076 1.1518089832 1.097738132 0.959372562 0.782279344 0.614312624
[44,] 0.8029403082 0.8057246192 0.734596184 0.614374120 0.481619664 0.367795294
[45,] 0.5449764257 0.5237248472 0.456754698 0.365900473 0.276389545 0.206011784
[46,] 0.3430929310 0.3156310865 0.263397582 0.202348844 0.147625722 0.107731177
[47,] 0.1998154747 0.1759585208 0.140582026 0.103704298 0.073235733 0.052445513
[48,] 0.1073736822 0.0905219217 0.069286678 0.049144127 0.033660182 0.023688608
[49,] 0.0531046286 0.0428719534 0.031459595 0.021482287 0.014294223 0.009892904
[50,] 0.0241168745 0.0186499422 0.013129367 0.008641351 0.005593370 0.003807324
            [,32]       [,33]       [,34]       [,35]       [,36]        [,37]
 [1,] 0.023852841 0.041207749 0.065456180 0.094996707 0.125170225 0.1489146399
 [2,] 0.050296673 0.081553154 0.121893173 0.166989858 0.208385404 0.2355240609
 [3,] 0.097509803 0.148251769 0.208181840 0.268766658 0.317189074 0.3403056667
 [4,] 0.174122448 0.248142226 0.327020393 0.397308019 0.442944370 0.4510021087
 [5,] 0.286961713 0.383501349 0.474170698 0.541768027 0.570407138 0.5517652628
 [6,] 0.437444084 0.549081697 0.637513856 0.685461666 0.682509223 0.6294769058
 [7,] 0.618380618 0.731146979 0.799270715 0.811048036 0.767013108 0.6797569546
 [8,] 0.813042663 0.909608195 0.940872741 0.906486485 0.821281161 0.7087652803
 [9,] 0.997742461 1.062866335 1.048271448 0.968485749 0.852170992 0.7293567736
[10,] 1.147577224 1.173488466 1.115198823 1.001784594 0.871420809 0.7542895099
[11,] 1.243326774 1.232548737 1.143511058 1.015762171 0.890433571 0.7918068025
[12,] 1.277012076 1.241666048 1.142056740 1.022014918 0.919049820 0.8474988333
[13,] 1.254676726 1.213409466 1.126411559 1.035541005 0.969641429 0.9313837766
[14,] 1.196499446 1.171171315 1.120183799 1.078413938 1.062828247 1.0641545383
[15,] 1.134871905 1.148262037 1.155621794 1.181286628 1.228351180 1.2755954783
[16,] 1.110292167 1.184292352 1.269809894 1.378082029 1.496865581 1.5926878158
[17,] 1.164268723 1.317143980 1.494823174 1.693531295 1.884638109 2.0222087588
[18,] 1.329481050 1.571642513 1.844762097 2.128903336 2.378990539 2.5376004367
[19,] 1.619861923 1.949349884 2.306007750 2.653913434 2.933391914 3.0787706071
[20,] 2.024737693 2.424569232 2.836255012 3.210103879 3.476284045 3.5666877154
[21,] 2.509752947 2.948656260 3.373242288 3.724807763 3.930293515 3.9265972560
[22,] 3.023745355 3.460353655 3.849185587 4.129622264 4.233480748 4.1096213322
[23,] 3.508056348 3.897736653 4.205385970 4.376490575 4.354585109 4.1045005934
[24,] 3.905395370 4.208921697 4.403680361 4.447485129 4.298456396 3.9369420788
[25,] 4.168411105 4.361599995 4.434208147 4.357678511 4.102151680 3.6591819483
[26,] 4.269807728 4.351894057 4.319150399 4.151417882 3.824062603 3.3345530155
[27,] 4.213319223 4.209957946 4.110048001 3.891783544 3.528703617 3.0216956466
[28,] 4.039833119 3.996678299 3.875767288 3.643911817 3.270395059 2.7621602644
[29,] 3.820928432 3.787526904 3.681867082 3.456069061 3.080160478 2.5739982981
[30,] 3.637031696 3.646692406 3.568116324 3.345294464 2.960048404 2.4522358638
[31,] 3.547036503 3.602100970 3.534159747 3.293868995 2.886761492 2.3751221977
[32,] 3.563406860 3.633655684 3.540610919 3.258453677 2.822936688 2.3135261195
[33,] 3.645667076 3.681161998 3.525610756 3.188073039 2.731527355 2.2402341871
[34,] 3.716222037 3.668706000 3.429569184 3.043315769 2.587732582 2.1362249729
[35,] 3.691391648 3.534491596 3.217306694 2.808913573 2.384235873 1.9924240006
[36,] 3.513658233 3.253185968 2.888592143 2.495320268 2.128891958 1.8078195121
[37,] 3.171449092 2.842116202 2.474064067 2.130486826 1.837905253 1.5867516012
[38,] 2.699476447 2.350755506 2.020646522 1.747677651 1.529392591 1.3378665335
[39,] 2.162050322 1.840587954 1.574868047 1.375925469 1.220491854 1.0746687625
[40,] 1.629032268 1.365586891 1.171572270 1.036283074 0.927411228 0.8152834006
[41,] 1.155559150 0.960840416 0.830584832 0.742449446 0.665480397 0.5794114937
[42,] 0.772286859 0.640870369 0.558993995 0.502326020 0.447258410 0.3831475579
[43,] 0.486272638 0.404290134 0.355070573 0.318454552 0.279523779 0.2345427130
[44,] 0.288091480 0.240241132 0.211422116 0.187807342 0.161523627 0.1324475089
[45,] 0.160160946 0.133757090 0.117211323 0.102413922 0.085941444 0.0688571405
[46,] 0.083232404 0.069372979 0.060139231 0.051400401 0.041987134 0.0329285842
[47,] 0.040253181 0.033332800 0.028417326 0.023663724 0.018805367 0.0144863313
[48,] 0.018034594 0.014766471 0.012320165 0.009971065 0.007716422 0.0058674029
[49,] 0.007453911 0.006007747 0.004887428 0.003840331 0.002901117 0.0021906079
[50,] 0.002831785 0.002238065 0.001770820 0.001351169 0.001000089 0.0007549493
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 0.1592799333 0.1527197943 0.1310529724 0.1006326855 0.0692515687
 [2,] 0.2400174650 0.2198954173 0.1809095000 0.1337855307 0.0892620404
 [3,] 0.3304783905 0.2897900912 0.2294710097 0.1646322585 0.1078077646
 [4,] 0.4179315577 0.3521266759 0.2704517084 0.1907192366 0.1249903587
 [5,] 0.4896940811 0.3995426486 0.3017235730 0.2134128684 0.1435037346
 [6,] 0.5391810791 0.4318802524 0.3272866896 0.2379364792 0.1676173050
 [7,] 0.5695436797 0.4568794793 0.3556444659 0.2706902879 0.2006151862
 [8,] 0.5920597682 0.4861166895 0.3949788611 0.3151794961 0.2422387314
 [9,] 0.6199069212 0.5285198140 0.4482368376 0.3694915919 0.2883061384
[10,] 0.6616718535 0.5862322031 0.5121529772 0.4279524835 0.3337106314
[11,] 0.7198286338 0.6566765749 0.5820739729 0.4870022682 0.3776832243
[12,] 0.7961341439 0.7403744297 0.6601829459 0.5519128048 0.4280100507
[13,] 0.9003454288 0.8491502171 0.7612530061 0.6392252709 0.5005930785
[14,] 1.0549159297 1.0075610198 0.9102776415 0.7714642969 0.6130281498
[15,] 1.2896499273 1.2437143926 1.1308097975 0.9652480417 0.7746009994
[16,] 1.6264980713 1.5724572542 1.4290623642 1.2185940453 0.9778846994
[17,] 2.0618675678 1.9798384290 1.7826569758 1.5048024976 1.1969444433
[18,] 2.5569589158 2.4185223006 2.1414388380 1.7773488758 1.3938335950
[19,] 3.0431846441 2.8184589968 2.4414911822 1.9842954403 1.5305828458
[20,] 3.4415778408 3.1087367207 2.6261749351 2.0855202839 1.5811132346
[21,] 3.6874833863 3.2404928291 2.6643582015 2.0648984719 1.5381236340
[22,] 3.7495413587 3.2007765112 2.5581493389 1.9329237296 1.4131908846
[23,] 3.6359213746 3.0127859582 2.3385120256 1.7204770941 1.2315996547
[24,] 3.3875721144 2.7248053474 2.0528669428 1.4680662962 1.0248768480
[25,] 3.0634263191 2.3942652630 1.7510312643 1.2153198241 0.8236259665
[26,] 2.7239455825 2.0733444789 1.4744882855 0.9937188671 0.6521913636
[27,] 2.4179731249 1.7998896636 1.2509793106 0.8232986406 0.5257774805
[28,] 2.1754130733 1.5943128092 1.0937714475 0.7125178816 0.4499840255
[29,] 2.0059312037 1.4609560060 1.0036747319 0.6599469723 0.4221843104
[30,] 1.9022267214 1.3917058463 0.9719815729 0.6566247764 0.4338672892
[31,] 1.8457715092 1.3701415114 0.9833476557 0.6884490003 0.4731012184
[32,] 1.8130886423 1.3753731307 1.0184010314 0.7383989148 0.5265846720
[33,] 1.7810744203 1.3852565776 1.0561804939 0.7886255776 0.5811420472
[34,] 1.7303713143 1.3789347015 1.0766015799 0.8225742776 0.6248286008
[35,] 1.6467266692 1.3390556444 1.0632179889 0.8272728851 0.6479030327
[36,] 1.5214780820 1.2542877110 1.0062786759 0.7955594509 0.6437875737
[37,] 1.3526216954 1.1221350151 0.9052702077 0.7275034844 0.6099189685
[38,] 1.1465430432 0.9507149441 0.7694477492 0.6301735717 0.5482584022
[39,] 0.9185682345 0.7575638766 0.6153267093 0.5155431322 0.4651813339
[40,] 0.6902675379 0.5648503695 0.4617461854 0.3972615230 0.3704769468
[41,] 0.4835902963 0.3927715554 0.3246200507 0.2874855313 0.2753752824
[42,] 0.3145043975 0.2542443860 0.2135701755 0.1947094115 0.1899906169
[43,] 0.1893757033 0.1530999218 0.1313393272 0.1229362519 0.1210677594
[44,] 0.1054494031 0.0857637070 0.0753757064 0.0720554941 0.0709521697
[45,] 0.0542914056 0.0446987908 0.0402773411 0.0390421067 0.0381088425
[46,] 0.0258606907 0.0216711358 0.0199816409 0.0194801913 0.0187069492
[47,] 0.0114069276 0.0097662674 0.0091732867 0.0089201166 0.0083746281
[48,] 0.0046632728 0.0040849642 0.0038840202 0.0037379048 0.0034135464
[49,] 0.0017677091 0.0015824360 0.0015118472 0.0014301011 0.0012653025
[50,] 0.0006212412 0.0005662535 0.0005394558 0.0004986546 0.0004261269
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 0.0428699036 0.0240373508 0.0123406907 5.888323e-03 2.655646e-03
 [2,] 0.0541228298 0.0301688488 0.0157009593 7.756386e-03 3.679956e-03
 [3,] 0.0652144827 0.0370197003 0.0200331185 1.043221e-02 5.218131e-03
 [4,] 0.0773207895 0.0458047660 0.0261587155 1.433065e-02 7.425454e-03
 [5,] 0.0928877808 0.0580785463 0.0347936114 1.965640e-02 1.029508e-02
 [6,] 0.1143980460 0.0747738349 0.0459862567 2.615750e-02 1.358831e-02
 [7,] 0.1425742136 0.0952571557 0.0587882997 3.311128e-02 1.692216e-02
 [8,] 0.1752997958 0.1172318116 0.0715860553 3.971229e-02 2.006051e-02
 [9,] 0.2085201082 0.1380242504 0.0832049171 4.580920e-02 2.333710e-02
[10,] 0.2392918798 0.1569135499 0.0943507345 5.266696e-02 2.803731e-02
[11,] 0.2694957951 0.1772184547 0.1085400714 6.331317e-02 3.655557e-02
[12,] 0.3076714793 0.2065788226 0.1317568149 8.217830e-02 5.222544e-02
[13,] 0.3669773244 0.2546477636 0.1706917796 1.140626e-01 7.879471e-02
[14,] 0.4593829588 0.3288838282 0.2301913994 1.627115e-01 1.195058e-01
[15,] 0.5886470367 0.4303572585 0.3109310630 2.292913e-01 1.757130e-01
[16,] 0.7457713385 0.5516051117 0.4081036776 3.109520e-01 2.451498e-01
[17,] 0.9095623484 0.6774949951 0.5113701386 3.997668e-01 3.204865e-01
[18,] 1.0522496831 0.7885728108 0.6060095801 4.827459e-01 3.893702e-01
[19,] 1.1475603203 0.8655262823 0.6753295357 5.438793e-01 4.369977e-01
[20,] 1.1778509901 0.8935529080 0.7044524508 5.685243e-01 4.509881e-01
[21,] 1.1380618270 0.8659440169 0.6849315585 5.488566e-01 4.265087e-01
[22,] 1.0360882020 0.7862649801 0.6184615880 4.876685e-01 3.687752e-01
[23,] 0.8902820104 0.6682119845 0.5174621892 3.980601e-01 2.912495e-01
[24,] 0.7249956989 0.5324861905 0.4015438724 2.988139e-01 2.104500e-01
[25,] 0.5651402551 0.4013197624 0.2912576064 2.078829e-01 1.402913e-01
[26,] 0.4310661893 0.2927651713 0.2022087415 1.373945e-01 8.880705e-02
[27,] 0.3352247235 0.2171496021 0.1422126255 9.225422e-02 5.826419e-02
[28,] 0.2814601405 0.1768311384 0.1121255759 7.207147e-02 4.763787e-02
[29,] 0.2666418029 0.1685758367 0.1089543500 7.447918e-02 5.546318e-02
[30,] 0.2834501498 0.1867886866 0.1290714682 9.771260e-02 8.137312e-02
[31,] 0.3229899378 0.2259074230 0.1698509626 1.411347e-01 1.255664e-01
[32,] 0.3763854591 0.2810681416 0.2291010154 2.035506e-01 1.865215e-01
[33,] 0.4351832130 0.3470921083 0.3027825001 2.802916e-01 2.582783e-01
[34,] 0.4909511585 0.4166658830 0.3824771861 3.609645e-01 3.292323e-01
[35,] 0.5348244046 0.4791639993 0.4546014789 4.299286e-01 3.840304e-01
[36,] 0.5578342401 0.5215566547 0.5028565823 4.703875e-01 4.085134e-01
[37,] 0.5525171950 0.5318678436 0.5136119671 4.706905e-01 3.954726e-01
[38,] 0.5154633495 0.5039071232 0.4816999348 4.295093e-01 3.479450e-01
[39,] 0.4494990739 0.4406351269 0.4131992091 3.567150e-01 2.779737e-01
[40,] 0.3639005870 0.3538475392 0.3232878472 2.692839e-01 2.015291e-01
[41,] 0.2719418732 0.2599874051 0.2302683145 1.846083e-01 1.325374e-01
[42,] 0.1867288203 0.1743072269 0.1491126134 1.148623e-01 7.904718e-02
[43,] 0.1173910684 0.1064292595 0.0877053640 6.483441e-02 4.274648e-02
[44,] 0.0673857546 0.0590995960 0.0468260046 3.319011e-02 2.095674e-02
[45,] 0.0352477947 0.0298163842 0.0226829733 1.540632e-02 9.313597e-03
[46,] 0.0167756422 0.0136573023 0.0099661046 6.483561e-03 3.751921e-03
[47,] 0.0072566854 0.0056767108 0.0039706961 2.473492e-03 1.369980e-03
[48,] 0.0028507996 0.0021404006 0.0014343482 8.553804e-04 4.534039e-04
[49,] 0.0010165221 0.0007318960 0.0004697218 2.681257e-04 1.360058e-04
[50,] 0.0003288593 0.0002269243 0.0001394411 7.617858e-05 3.697637e-05
             [,48]        [,49]        [,50]
 [1,] 1.147554e-03 4.770715e-04 1.893781e-04
 [2,] 1.678764e-03 7.290584e-04 2.966084e-04
 [3,] 2.476694e-03 1.097051e-03 4.467230e-04
 [4,] 3.578011e-03 1.580614e-03 6.344849e-04
 [5,] 4.932280e-03 2.144820e-03 8.461423e-04
 [6,] 6.403713e-03 2.739223e-03 1.076551e-03
 [7,] 7.859260e-03 3.359652e-03 1.368197e-03
 [8,] 9.349327e-03 4.154419e-03 1.876471e-03
 [9,] 1.134082e-02 5.563456e-03 2.962536e-03
[10,] 1.493410e-02 8.469817e-03 5.305002e-03
[11,] 2.199512e-02 1.432371e-02 9.989530e-03
[12,] 3.512788e-02 2.514525e-02 1.847611e-02
[13,] 5.735770e-02 4.323214e-02 3.229296e-02
[14,] 9.133081e-02 7.038275e-02 5.235277e-02
[15,] 1.379189e-01 1.066372e-01 7.801032e-02
[16,] 1.945150e-01 1.489788e-01 1.063207e-01
[17,] 2.539160e-01 1.908741e-01 1.321478e-01
[18,] 3.049839e-01 2.234830e-01 1.495035e-01
[19,] 3.356757e-01 2.385462e-01 1.537567e-01
[20,] 3.375463e-01 2.317450e-01 1.436264e-01
[21,] 3.094715e-01 2.046840e-01 1.217944e-01
[22,] 2.583702e-01 1.642726e-01 9.375418e-02
[23,] 1.963984e-01 1.198582e-01 6.559127e-02
[24,] 1.362510e-01 7.979419e-02 4.196297e-02
[25,] 8.718110e-02 4.924523e-02 2.522657e-02
[26,] 5.352992e-02 2.999709e-02 1.583375e-02
[27,] 3.580591e-02 2.178329e-02 1.340790e-02
[28,] 3.300109e-02 2.397720e-02 1.772255e-02
[29,] 4.453743e-02 3.659685e-02 2.902145e-02
[30,] 7.076727e-02 6.009583e-02 4.751837e-02
[31,] 1.117926e-01 9.405370e-02 7.233941e-02
[32,] 1.652395e-01 1.354973e-01 1.005436e-01
[33,] 2.243620e-01 1.780047e-01 1.270020e-01
[34,] 2.780690e-01 2.126053e-01 1.455939e-01
[35,] 3.136871e-01 2.305738e-01 1.513945e-01
[36,] 3.215997e-01 2.269073e-01 1.427530e-01
[37,] 2.993680e-01 2.025414e-01 1.220371e-01
[38,] 2.528758e-01 1.639430e-01 9.457601e-02
[39,] 1.937541e-01 1.203126e-01 6.643853e-02
[40,] 1.346239e-01 8.004207e-02 4.230452e-02
[41,] 8.480935e-02 4.827035e-02 2.441552e-02
[42,] 4.843543e-02 2.638603e-02 1.277166e-02
[43,] 2.507518e-02 1.307324e-02 6.055137e-03
[44,] 1.176688e-02 5.870787e-03 2.601899e-03
[45,] 5.004931e-03 2.389497e-03 1.013314e-03
[46,] 1.929484e-03 8.814694e-04 3.576688e-04
[47,] 6.741916e-04 2.947107e-04 1.144198e-04
[48,] 2.135099e-04 8.930369e-05 3.317436e-05
[49,] 6.128319e-05 2.452595e-05 8.717354e-06
[50,] 1.594228e-05 6.104698e-06 2.076093e-06

> 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  
   11.32643     -0.03151  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1w6th1226314235.ps tmp/1w6th1226314235.png")
> system("convert tmp/2g0qr1226314235.ps tmp/2g0qr1226314235.png")
> system("convert tmp/3ial61226314235.ps tmp/3ial61226314235.png")
> system("convert tmp/4axi51226314235.ps tmp/4axi51226314235.png")
> system("convert tmp/5hs3f1226314235.ps tmp/5hs3f1226314235.png")
> system("convert tmp/6tayc1226314235.ps tmp/6tayc1226314235.png")
> system("convert tmp/7mi8j1226314235.ps tmp/7mi8j1226314235.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.324   1.360   2.880