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(7.4367,7.4452,7.4431,7.4329,7.4299,7.4324,7.4341,7.4356,7.4330,7.4301,7.4270,7.4271,7.4297,7.4280,7.4264,7.4324,7.4317,7.4274,7.4255,7.4246,7.4250,7.4332,7.4322,7.4273,7.4301,7.4370,7.4419,7.4481,7.4511,7.4493,7.4436,7.4405,7.4342,7.4355,7.4365,7.4381,7.4379,7.4313,7.4338,7.4405,7.4427,7.4466,7.4499,7.4443,7.4448,7.4584,7.4596,7.4584,7.4620,7.4596,7.4541,7.4613,7.4641,7.4612,7.4618,7.4565,7.4566,7.4602,7.4609,7.4601,7.4555,7.4564,7.4549,7.4539,7.4541,7.4494,7.4530,7.4519,7.4452,7.4410,7.4429,7.4506,7.4534,7.4543)
> y <- c(109.86,108.68,113.38,117.12,116.23,114.75,115.81,115.86,117.80,117.11,116.31,118.38,121.57,121.65,124.20,126.12,128.60,128.16,130.12,135.83,138.05,134.99,132.38,128.94,128.12,127.84,132.43,134.13,134.78,133.13,129.08,134.48,132.86,134.08,134.54,134.51,135.97,136.09,139.14,135.63,136.55,138.83,138.84,135.37,132.22,134.75,135.98,136.06,138.05,139.59,140.58,139.81,140.77,140.96,143.59,142.70,145.11,146.70,148.53,148.99,149.65,151.11,154.82,156.56,157.60,155.24,160.68,163.22,164.55,166.76,159.05,159.82,164.95,162.89)
> x <- c(0.9059,0.8883,0.8924,0.8833,0.8700,0.8758,0.8858,0.9170,0.9554,0.9922,0.9778,0.9808,0.9811,1.0014,1.0183,1.0622,1.0773,1.0807,1.0848,1.1582,1.1663,1.1372,1.1139,1.1222,1.1692,1.1702,1.2286,1.2613,1.2646,1.2262,1.1985,1.2007,1.2138,1.2266,1.2176,1.2218,1.2490,1.2991,1.3408,1.3119,1.3014,1.3201,1.2938,1.2694,1.2165,1.2037,1.2292,1.2256,1.2015,1.1786,1.1856,1.2103,1.1938,1.2020,1.2271,1.2770,1.2650,1.2684,1.2811,1.2727,1.2611,1.2881,1.3213,1.2999,1.3074,1.3242,1.3516,1.3511,1.3419,1.3716,1.3622,1.3896,1.4227,1.4684)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> 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/11utx1226592460.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/2msk81226592460.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/35zb91226592460.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/4indq1226592460.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/542db1226592460.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  
      34.38        86.34  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/63t451226592460.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] 103.5113 104.9076 106.3039 107.7002 109.0964 110.4927 111.8890 113.2852
 [9] 114.6815 116.0778 117.4741 118.8703 120.2666 121.6629 123.0591 124.4554
[17] 125.8517 127.2480 128.6442 130.0405 131.4368 132.8330 134.2293 135.6256
[25] 137.0219 138.4181 139.8144 141.2107 142.6070 144.0032 145.3995 146.7958
[33] 148.1920 149.5883 150.9846 152.3809 153.7771 155.1734 156.5697 157.9659
[41] 159.3622 160.7585 162.1548 163.5510 164.9473 166.3436 167.7398 169.1361
[49] 170.5324 171.9287

$yords
 [1] 7.418373 7.419434 7.420494 7.421554 7.422615 7.423675 7.424735 7.425795
 [9] 7.426856 7.427916 7.428976 7.430036 7.431097 7.432157 7.433217 7.434277
[17] 7.435338 7.436398 7.437458 7.438519 7.439579 7.440639 7.441699 7.442760
[25] 7.443820 7.444880 7.445940 7.447001 7.448061 7.449121 7.450181 7.451242
[33] 7.452302 7.453362 7.454423 7.455483 7.456543 7.457603 7.458664 7.459724
[41] 7.460784 7.461844 7.462905 7.463965 7.465025 7.466085 7.467146 7.468206
[49] 7.469266 7.470327

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.273371e-01 1.689938e-01 2.220239e-01 2.931214e-01 3.976073e-01
 [2,] 3.935361e-01 5.217130e-01 6.736037e-01 8.524705e-01 1.065776e+00
 [3,] 1.045348e+00 1.410729e+00 1.834390e+00 2.314257e+00 2.844762e+00
 [4,] 2.341189e+00 3.260929e+00 4.330962e+00 5.531540e+00 6.837082e+00
 [5,] 4.375364e+00 6.353695e+00 8.716907e+00 1.139475e+01 1.430563e+01
 [6,] 6.814927e+00 1.037627e+01 1.482023e+01 2.000457e+01 2.572418e+01
 [7,] 8.926849e+00 1.426522e+01 2.128257e+01 2.982095e+01 3.952426e+01
 [8,] 1.004998e+01 1.678115e+01 2.611032e+01 3.800611e+01 5.204655e+01
 [9,] 1.011755e+01 1.743357e+01 2.806590e+01 4.224805e+01 5.965350e+01
[10,] 9.692692e+00 1.683470e+01 2.756536e+01 4.241785e+01 6.129964e+01
[11,] 9.499551e+00 1.616550e+01 2.623977e+01 4.044650e+01 5.896780e+01
[12,] 9.933801e+00 1.634095e+01 2.575065e+01 3.885540e+01 5.599076e+01
[13,] 1.098158e+01 1.760967e+01 2.692590e+01 3.938434e+01 5.520960e+01
[14,] 1.245472e+01 1.974267e+01 2.968846e+01 4.246934e+01 5.798719e+01
[15,] 1.405055e+01 2.225800e+01 3.336481e+01 4.739545e+01 6.394329e+01
[16,] 1.516614e+01 2.427028e+01 3.668570e+01 5.244262e+01 7.100610e+01
[17,] 1.511378e+01 2.460139e+01 3.784107e+01 5.501515e+01 7.567783e+01
[18,] 1.397505e+01 2.284877e+01 3.565900e+01 5.288990e+01 7.441901e+01
[19,] 1.308282e+01 2.047918e+01 3.136620e+01 4.658051e+01 6.653042e+01
[20,] 1.403728e+01 2.012086e+01 2.853699e+01 4.022415e+01 5.609067e+01
[21,] 1.688843e+01 2.301229e+01 3.013911e+01 3.874900e+01 4.976883e+01
[22,] 1.956281e+01 2.718796e+01 3.520010e+01 4.314733e+01 5.121263e+01
[23,] 1.952346e+01 2.879093e+01 3.895499e+01 4.874402e+01 5.717047e+01
[24,] 1.603954e+01 2.547814e+01 3.690964e+01 4.894311e+01 5.980299e+01
[25,] 1.067261e+01 1.836307e+01 2.874215e+01 4.099877e+01 5.347573e+01
[26,] 5.708843e+00 1.066842e+01 1.811279e+01 2.796561e+01 3.933639e+01
[27,] 2.441537e+00 4.965038e+00 9.165369e+00 1.536714e+01 2.342571e+01
[28,] 8.307334e-01 1.841322e+00 3.702514e+00 6.756448e+00 1.119587e+01
[29,] 2.238565e-01 5.415634e-01 1.188014e+00 2.363675e+00 4.266886e+00
[30,] 4.758609e-02 1.257975e-01 3.014383e-01 6.548286e-01 1.289921e+00
[31,] 7.954671e-03 2.300030e-02 6.026485e-02 1.431071e-01 3.080303e-01
[32,] 1.043745e-03 3.303832e-03 9.475709e-03 2.462742e-02 5.800956e-02
[33,] 1.081847e-04 3.755209e-04 1.182133e-03 3.375637e-03 8.746873e-03
[34,] 1.027689e-05 3.848729e-05 1.329084e-04 4.225293e-04 1.235991e-03
[35,] 3.723419e-06 1.215497e-05 3.860057e-05 1.208594e-04 3.740959e-04
[36,] 6.038067e-06 1.905949e-05 5.588662e-05 1.550683e-04 4.176951e-04
[37,] 9.504302e-06 3.214400e-05 9.908315e-05 2.799601e-04 7.325163e-04
[38,] 1.190805e-05 4.392963e-05 1.470010e-04 4.468712e-04 1.237572e-03
[39,] 1.167184e-05 4.715037e-05 1.725665e-04 5.724478e-04 1.722523e-03
[40,] 8.921486e-06 3.950244e-05 1.584138e-04 5.754423e-04 1.893900e-03
[41,] 5.313854e-06 2.579579e-05 1.134031e-04 4.515004e-04 1.628121e-03
[42,] 2.465868e-06 1.312490e-05 6.326199e-05 2.761325e-04 1.091527e-03
[43,] 8.914382e-07 5.202561e-06 2.749520e-05 1.315869e-04 5.702829e-04
[44,] 2.510522e-07 1.606552e-06 9.309714e-06 4.885275e-05 2.321425e-04
[45,] 5.507884e-08 3.864759e-07 2.455668e-06 1.412947e-05 7.361913e-05
[46,] 9.413509e-09 7.242644e-08 5.046053e-07 3.183569e-06 1.818795e-05
[47,] 1.253325e-09 1.057347e-08 8.077567e-08 5.587926e-07 3.500474e-06
[48,] 1.299933e-10 1.202495e-09 1.007291e-08 7.640703e-08 5.248285e-07
[49,] 1.050323e-11 1.065355e-10 9.785305e-10 8.138820e-09 6.129907e-08
[50,] 6.611040e-13 7.352751e-12 7.405234e-11 6.753589e-10 5.577450e-09
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.667153e-01 8.528995e-01 1.324746e+00 2.043325e+00 3.021102e+00
 [2,] 1.334866e+00 1.711124e+00 2.289674e+00 3.202185e+00 4.571006e+00
 [3,] 3.418539e+00 4.042364e+00 4.770124e+00 5.736644e+00 7.156095e+00
 [4,] 8.204415e+00 9.566512e+00 1.085539e+01 1.206533e+01 1.333039e+01
 [5,] 1.735117e+01 2.038643e+01 2.319561e+01 2.552315e+01 2.718841e+01
 [6,] 3.174940e+01 3.781842e+01 4.357961e+01 4.854030e+01 5.211265e+01
 [7,] 4.992999e+01 6.054381e+01 7.082835e+01 8.010913e+01 8.749628e+01
 [8,] 6.751771e+01 8.358494e+01 9.940982e+01 1.141214e+02 1.266743e+02
 [9,] 7.941905e+01 1.003653e+02 1.212749e+02 1.410339e+02 1.585448e+02
[10,] 8.336070e+01 1.071605e+02 1.310720e+02 1.536738e+02 1.738666e+02
[11,] 8.113924e+01 1.054335e+02 1.298394e+02 1.524773e+02 1.720771e+02
[12,] 7.676949e+01 9.984959e+01 1.230804e+02 1.440964e+02 1.611012e+02
[13,] 7.414984e+01 9.519801e+01 1.164808e+02 1.355439e+02 1.500673e+02
[14,] 7.580249e+01 9.502837e+01 1.142079e+02 1.313224e+02 1.441204e+02
[15,] 8.217946e+01 1.009446e+02 1.188440e+02 1.342998e+02 1.456296e+02
[16,] 9.124011e+01 1.115494e+02 1.301575e+02 1.453997e+02 1.559173e+02
[17,] 9.864394e+01 1.220618e+02 1.436950e+02 1.613505e+02 1.733105e+02
[18,] 9.933262e+01 1.259016e+02 1.517567e+02 1.742529e+02 1.909612e+02
[19,] 9.091335e+01 1.185719e+02 1.475350e+02 1.752310e+02 1.988407e+02
[20,] 7.665768e+01 1.017417e+02 1.303055e+02 1.605003e+02 1.898445e+02
[21,] 6.433724e+01 8.336829e+01 1.071249e+02 1.349894e+02 1.654628e+02
[22,] 6.039251e+01 7.224157e+01 8.827593e+01 1.093502e+02 1.353067e+02
[23,] 6.418982e+01 7.098145e+01 7.960117e+01 9.214974e+01 1.099203e+02
[24,] 6.813852e+01 7.383819e+01 7.832301e+01 8.404291e+01 9.340805e+01
[25,] 6.418010e+01 7.168931e+01 7.598876e+01 7.868012e+01 8.232059e+01
[26,] 5.057874e+01 5.983070e+01 6.588036e+01 6.888921e+01 7.046455e+01
[27,] 3.252935e+01 4.129694e+01 4.826305e+01 5.258400e+01 5.456352e+01
[28,] 1.686528e+01 2.314382e+01 2.904918e+01 3.360682e+01 3.634151e+01
[29,] 6.993204e+00 1.041874e+01 1.414335e+01 1.757431e+01 2.016467e+01
[30,] 2.305038e+00 3.739276e+00 5.514327e+00 7.412551e+00 9.130837e+00
[31,] 6.011323e-01 1.064099e+00 1.709964e+00 2.498490e+00 3.329837e+00
[32,] 1.238632e-01 2.398222e-01 4.212951e-01 6.721755e-01 9.759638e-01
[33,] 2.057663e-02 4.397688e-02 8.547298e-02 1.512850e-01 2.443568e-01
[34,] 3.328132e-03 8.257555e-03 1.890328e-02 3.997867e-02 7.819630e-02
[35,] 1.134150e-03 3.312860e-03 9.164734e-03 2.367688e-02 5.655412e-02
[36,] 1.121492e-03 3.044958e-03 8.301076e-03 2.219141e-02 5.663222e-02
[37,] 1.805136e-03 4.293133e-03 1.012682e-02 2.412673e-02 5.791335e-02
[38,] 3.138707e-03 7.357993e-03 1.619288e-02 3.422395e-02 7.134138e-02
[39,] 4.708489e-03 1.172359e-02 2.672056e-02 5.623589e-02 1.108722e-01
[40,] 5.650105e-03 1.529169e-02 3.760167e-02 8.423521e-02 1.727546e-01
[41,] 5.318406e-03 1.574213e-02 4.224306e-02 1.028610e-01 2.276440e-01
[42,] 3.907725e-03 1.267160e-02 3.722574e-02 9.910756e-02 2.392677e-01
[43,] 2.238226e-03 7.955579e-03 2.561128e-02 7.468653e-02 1.973389e-01
[44,] 9.989434e-04 3.892733e-03 1.373769e-02 4.390801e-02 1.271136e-01
[45,] 3.473519e-04 1.484104e-03 5.742276e-03 2.012054e-02 6.384877e-02
[46,] 9.409446e-05 4.408133e-04 1.870085e-03 7.184359e-03 2.499452e-02
[47,] 1.985696e-05 1.020014e-04 4.744732e-04 1.998618e-03 7.623695e-03
[48,] 3.264454e-06 1.838697e-05 9.378205e-05 4.331502e-04 1.811629e-03
[49,] 4.180759e-07 2.582036e-06 1.444038e-05 7.313114e-05 3.353787e-04
[50,] 4.171050e-08 2.824625e-07 1.732147e-06 9.618687e-06 4.836762e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.181341e+00 5.348977e+00 6.297502e+00   6.84589965   6.96133202
 [2,] 6.426891e+00 8.627538e+00 1.083904e+01  12.62702744  13.64222228
 [3,] 9.249210e+00 1.210155e+01 1.551844e+01  18.98484507  21.80840819
 [4,] 1.495057e+01 1.729964e+01 2.061107e+01  24.74240599  29.08450527
 [5,] 2.824468e+01 2.907227e+01 3.028885e+01  32.45710944  35.72527398
 [6,] 5.380850e+01 5.352432e+01 5.174393e+01  49.47455646  47.86943894
 [7,] 9.196236e+01 9.264781e+01 8.930081e+01  82.60534930  74.14136248
 [8,] 1.357540e+02 1.399139e+02 1.380113e+02 129.79081628 116.29782961
 [9,] 1.725107e+02 1.813345e+02 1.833413e+02 177.34021915 163.29592398
[10,] 1.906567e+02 2.028201e+02 2.087865e+02 206.95112745 196.33417216
[11,] 1.880018e+02 1.998256e+02 2.068261e+02 207.82273824 201.54717481
[12,] 1.733679e+02 1.811156e+02 1.848546e+02 184.68635917 180.06483283
[13,] 1.586976e+02 1.614912e+02 1.596397e+02 154.63830967 147.44528615
[14,] 1.507881e+02 1.506729e+02 1.445988e+02 134.49889810 122.53928448
[15,] 1.512957e+02 1.503644e+02 1.429802e+02 130.51685276 115.20241617
[16,] 1.607487e+02 1.594118e+02 1.520503e+02 139.57857183 123.65511887
[17,] 1.786255e+02 1.771975e+02 1.696884e+02 157.34027017 141.77026681
[18,] 2.001752e+02 2.012892e+02 1.949198e+02 182.71148775 166.88755945
[19,] 2.157661e+02 2.241741e+02 2.234930e+02 214.66062180 199.94090299
[20,] 2.154961e+02 2.346528e+02 2.451210e+02 245.96221242 237.93924531
[21,] 1.963004e+02 2.247134e+02 2.476988e+02 262.60507532 267.88524073
[22,] 1.649661e+02 1.963085e+02 2.266898e+02 253.11154022 272.69619344
[23,] 1.329666e+02 1.601960e+02 1.897369e+02 219.26493004 246.20476386
[24,] 1.077722e+02 1.270295e+02 1.499260e+02 174.70423819 199.57644876
[25,] 8.921799e+01 1.003964e+02 1.153341e+02 132.52835945 150.38378177
[26,] 7.292021e+01 7.810542e+01 8.651057e+01  97.19614875 108.52915561
[27,] 5.560445e+01 5.751198e+01 6.151653e+01  67.61843601  74.67486226
[28,] 3.759772e+01 3.842874e+01 4.004277e+01  43.10403774  47.32736099
[29,] 2.170514e+01 2.248617e+01 2.318429e+01  24.48930322  26.67621568
[30,] 1.041120e+01 1.118835e+01 1.165666e+01  12.18689660  13.11348639
[31,] 4.072937e+00 4.626221e+00 4.981122e+00   5.24424607   5.58989795
[32,] 1.294489e+00 1.580072e+00 1.799406e+00   1.95719299   2.10284433
[33,] 3.613298e-01 4.916694e-01 6.209432e-01   0.73827563   0.84517898
[34,] 1.415495e-01 2.372274e-01 3.682821e-01   0.53045481   0.71208156
[35,] 1.240681e-01 2.489425e-01 4.557574e-01   0.76060111   1.15800279
[36,] 1.350855e-01 2.971108e-01 5.978765e-01   1.09633086   1.82905523
[37,] 1.371056e-01 3.115143e-01 6.640729e-01   1.30849613   2.36281295
[38,] 1.496283e-01 3.161754e-01 6.610624e-01   1.33223961   2.52885233
[39,] 2.091698e-01 3.873161e-01 7.183671e-01   1.33971951   2.47492244
[40,] 3.270976e-01 5.796999e-01 9.810541e-01   1.62363353   2.67941651
[41,] 4.592272e-01 8.487066e-01 1.449271e+00   2.31778211   3.53848902
[42,] 5.243680e-01 1.045134e+00 1.900626e+00   3.17103536   4.89777117
[43,] 4.726380e-01 1.026868e+00 2.026440e+00   3.64044976   5.97620455
[44,] 3.333795e-01 7.923632e-01 1.707611e+00   3.34000997   5.93896211
[45,] 1.835098e-01 4.777741e-01 1.127068e+00   2.41005298   4.67487090
[46,] 7.874965e-02 2.247129e-01 5.808078e-01   1.36002311   2.88612276
[47,] 2.633460e-02 8.238096e-02 2.333934e-01   0.59889545   1.39213524
[48,] 6.861444e-03 2.353334e-02 7.309440e-02   0.20560572   0.52380332
[49,] 1.392770e-03 5.237662e-03 1.783669e-02   0.05500703   0.15362585
[50,] 2.202432e-04 9.081557e-04 3.391023e-03   0.01146615   0.03510975
             [,16]       [,17]       [,18]      [,19]      [,20]      [,21]
 [1,]   6.80647829   6.6917445   6.9414746   7.730912   8.972349  10.314481
 [2,]  13.81241497  13.4261532  13.0397611  13.232600  14.318775  16.154553
 [3,]  23.41657082  23.6614909  22.9505262  22.102681  21.979223  23.058075
 [4,]  32.73406002  34.8891550  35.2635007  34.274150  32.876723  32.116286
 [5,]  39.63209275  43.2446751  45.5919172  46.154380  45.127028  43.310299
 [6,]  47.70502770  49.0129791  51.0948796  52.909314  53.594090  52.833685
 [7,]  65.90508902  59.5915974  56.0056410  54.891620  55.216803  55.701305
 [8,]  99.81925654  83.2800229  69.3375682  59.592016  54.247985  52.300690
 [9,] 142.73748569 118.6120967  94.5578961  73.881372  58.674725  49.409424
[10,] 177.26222035 151.6848727 122.9006873  94.754067  70.622149  52.594983
[11,] 187.35360071 165.8553397 139.1188713 110.290762  82.812101  59.546539
[12,] 170.17062278 154.6199556 134.0427262 110.198068  85.592351  62.812284
[13,] 138.16186383 126.3567715 111.7251236  94.620268  76.169540  57.982209
[14,] 110.25808400  98.2016774  86.1655131  73.763125  60.922941  48.064325
[15,]  99.35870009  84.6612105  71.7945135  60.601455  50.537694  41.134590
[16,] 106.36905897  89.7138773  75.0774963  62.978142  53.139025  44.830051
[17,] 124.75502730 107.9940113  92.8561705  80.148240  69.976728  61.788375
[18,] 149.71251969 133.0663784 118.2411394 105.920675  96.215632  88.678423
[19,] 182.29936266 164.5814476 148.8589346 136.186663 126.726185 119.989799
[20,] 223.44458778 205.8181591 188.3302705 173.323079 161.871539 153.949159
[21,] 263.72748698 252.1511739 236.3909686 219.829014 205.024194 193.276336
[22,] 283.40128932 284.7178936 277.9260185 265.659032 250.963377 236.367830
[23,] 267.98611490 282.5240954 288.8173025 287.301591 279.662390 268.172254
[24,] 222.82873858 242.7617908 257.8008526 266.860470 269.713483 267.042883
[25,] 167.78626587 184.0864656 198.7307762 211.001470 220.113854 225.530413
[26,] 119.17112225 128.6511770 137.2410206 145.387227 153.211620 160.405705
[27,]  81.15697920  86.0587568  89.3734235  91.905908  94.665030  98.304625
[28,]  51.64185290  54.8292586  56.2267720  56.059651  55.248316  54.892512
[29,]  29.39528256  31.8344433  33.1692539  33.023975  31.667535  29.858787
[30,]  14.51028341  16.1008831  17.3769904  17.865744  17.387436  16.154176
[31,]   6.15760053   6.9519247   7.8112085   8.474609   8.714764   8.460120
[32,]   2.31044196   2.6387744   3.0937297   3.617473   4.113934   4.497704
[33,]   0.96130259   1.1237159   1.3796426   1.775645   2.346836   3.108229
[34,]   0.90048970   1.0963589   1.3328759   1.690936   2.298507   3.305022
[35,]   1.61415679   2.0783809   2.5191570   2.976284   3.603866   4.671905
[36,]   2.77752887   3.8506570   4.9099924   5.849828   6.709145   7.757307
[37,]   3.89377833   5.8497992   8.0276041  10.125410  11.900098  13.374820
[38,]   4.45074597   7.1980951  10.6562208  14.446261  18.027818  20.970109
[39,]   4.41998550   7.4609099  11.7185351  16.981852  22.654562  27.933439
[40,]   4.43029437   7.2476254  11.4763727  17.227224  24.171727  31.509975
[41,]   5.27182809   7.8002446  11.5097487  16.749840  23.587020  31.586088
[42,]   7.09991337   9.8399959  13.3031274  17.803194  23.638836  30.825977
[43,]   9.02128904  12.6467290  16.7024175  21.159535  26.176884  31.979849
[44,]   9.62675310  14.2906820  19.5718431  25.006178  30.260976  35.296174
[45,]   8.23607163  13.2066886  19.3426568  26.023126  32.445254  37.964242
[46,]   5.55374165   9.7002259  15.4034629  22.299279  29.563441  36.149012
[47,]   2.93220497   5.5986891   9.6982151  15.260813  21.862244  28.616135
[48,]   1.20874966   2.5271523   4.7886107   8.228821  12.837138  18.212232
[49,]   0.38857688   0.8902240   1.8475840   3.474696   5.924486   9.165758
[50,]   0.09735823   0.2444965   0.5561109   1.145771   2.138859   3.618972
           [,22]      [,23]      [,24]      [,25]      [,26]      [,27]
 [1,]  11.270329  11.422520  10.604942   8.965523   6.882304   4.790664
 [2,]  18.147387  19.484057  19.482290  17.891325  14.984495  11.405994
 [3,]  25.157377  27.456085  28.827894  28.343650  25.690221  21.286587
 [4,]  32.608408  34.199931  35.985236  36.696798  35.296755  31.467202
 [5,]  41.694121  40.945967  41.048466  41.269316  40.502828  37.829514
 [6,]  50.910494  48.461944  46.089208  44.007882  41.916102  39.167612
 [7,]  55.319180  53.585818  50.578347  46.730008  42.509467  38.152450
 [8,]  52.074887  51.857864  50.414864  47.256301  42.601616  37.085198
 [9,]  45.084866  43.779895  43.362535  42.132203  39.221487  34.654364
[10,]  41.128512  35.216286  32.931758  32.117069  31.008504  28.633899
[11,]  42.148656  30.856673  24.702943  21.998287  20.903725  19.925574
[12,]  43.872059  29.807275  20.605005  15.421286  12.959826  11.876129
[13,]  41.663180  28.378139  18.624192  12.235641   8.563417   6.731022
[14,]  35.951760  25.390018  16.944933  10.800714   6.770838   4.414965
[15,]  32.256010  24.098987  17.021384  11.330351   7.139699   4.338680
[16,]  37.299618  30.105953  23.227760  16.953151  11.651492   7.566237
[17,]  54.631144  47.569348  40.074466  32.199775  24.466745  17.559011
[18,]  82.361648  76.045724  68.654029  59.687012  49.430062  38.810254
[19,] 115.006997 110.435919 104.787352  96.841651  86.115747  73.112396
[20,] 148.790069 145.159188 141.500998 136.146589 127.716065 115.626896
[21,] 184.754114 178.866099 174.538621 170.330701 164.575011 155.747063
[22,] 223.412919 212.705003 204.200076 197.381317 191.254622 184.376694
[23,] 254.954638 241.572843 229.023898 217.890037 208.354498 200.037211
[24,] 260.114435 250.321990 238.913546 226.972036 215.455459 205.067513
[25,] 227.174500 225.385883 220.736811 213.920551 205.766002 197.224950
[26,] 166.456547 170.918940 173.538076 174.255292 173.230001 170.904220
[27,] 102.927008 108.225223 113.732988 119.002051 123.701170 127.713681
[28,]  55.797334  58.283744  62.272496  67.474125  73.550239  80.233160
[29,]  28.486359  28.245384  29.506542  32.366791  36.773019  42.634963
[30,]  14.671858  13.535075  13.251702  14.177804  16.547664  20.532938
[31,]   7.840302   7.143438   6.732186   6.980374   8.256963  10.933863
[32,]   4.740332   4.894829   5.099866   5.581095   6.662515   8.777206
[33,]   4.049980   5.141478   6.353059   7.702063   9.318126  11.504888
[34,]   4.832238   6.919350   9.494054  12.399896  15.486628  18.734146
[35,]   6.505871   9.373067  13.360004  18.305629  23.840671  29.531654
[36,]   9.488201  12.491909  17.236443  23.850890  32.018510  41.043368
[37,]  14.981921  17.527657  21.946060  28.927536  38.590546  50.355829
[38,]  23.285211  25.625532  29.175906  35.227685  44.614653  57.287435
[39,]  32.218512  35.572274  38.933411  43.870915  51.922883  63.835541
[40,]  38.247547  43.740586  48.233636  53.010172  59.936067  70.542825
[41,]  39.827040  47.288458  53.488208  59.011865  65.501223  74.937152
[42,]  38.882794  46.906089  54.043282  60.166223  66.297409  74.364726
[43,]  38.582823  45.571799  52.215419  57.977942  63.161464  69.176641
[44,]  40.290603  45.355941  50.289142  54.662200  58.307042  61.876002
[45,]  42.360513  45.823626  48.657923  50.979089  52.725226  54.046383
[46,]  41.200134  44.395469  45.980009  46.471580  46.305880  45.746643
[47,]  34.422223  38.389934  40.195616  40.137413  38.863859  37.008337
[48,]  23.566104  27.944462  30.591272  31.254775  30.239893  28.183758
[49,]  12.884940  16.497425  19.312959  20.799596  20.801554  19.575002
[50,]   5.553903   7.739525   9.812083  11.352978  12.049730  11.825492
           [,28]      [,29]       [,30]       [,31]       [,32]        [,33]
 [1,]   3.021859   1.726735   0.8936655   0.4188731   0.1777977   0.06834295
 [2,]   7.877060   4.931193   2.7970202   1.4370990   0.6687528   0.28183716
 [3,]  16.053309  10.993662   6.8281724   3.8437823   1.9603901   0.90565527
 [4,]  25.737962  19.204412  13.0303907   8.0254529   4.4822767   2.26878104
 [5,]  32.996280  26.548046  19.5549037  13.1276150   8.0108144   4.43663982
 [6,]  35.171524  29.783899  23.4451086  16.9873326  11.2576319   6.79682217
 [7,]  33.600199  28.672037  23.3296430  17.8260277  12.6356273   8.23658844
 [8,]  31.369136  25.875229  20.7537545  16.0304058  11.7645839   8.09310448
 [9,]  29.076386  23.317783  18.0219399  13.4974540   9.7857103   6.81327223
[10,]  24.885134  20.281179  15.5665866  11.3521706   7.9440189   5.37007055
[11,]  18.214320  15.606864  12.4369281   9.2278072   6.4187145   4.22893070
[12,]  11.101257  10.019044   8.4733965   6.6342128   4.7986400   3.21946189
[13,]   5.879818   5.346619   4.7467687   3.9619315   3.0568102   2.16871864
[14,]   3.193496   2.603875   2.2683444   1.9657568   1.6152567   1.22934238
[15,]   2.651738   1.737325   1.2774749   1.0324524   0.8570538   0.68798264
[16,]   4.718920   2.931968   1.9196151   1.3862746   1.0945328   0.89273241
[17,]  12.008444   8.018356   5.4592651   3.9831220   3.1743983   2.67532748
[18,]  28.991005  20.926270  15.0715593  11.3287058   9.1871083   7.96660387
[19,]  59.179398  46.030318  35.1490161  27.3254520  22.4818822  19.82157112
[20,] 100.441148  83.811584  67.9818418  55.0169413  46.0729711  41.01459565
[21,] 143.044202 126.907122 109.1378649  92.4180045  79.3296602  71.27881642
[22,] 175.184957 162.671773 147.1128395 130.3724046 115.4258183 105.14305405
[23,] 191.901836 182.552258 170.9871130 157.4778711 143.9758436 133.57444578
[24,] 195.962383 187.565922 178.8469450 169.0968098 158.8341909 150.17289549
[25,] 189.162792 181.998924 175.4933035 169.0023267 162.2317420 156.06461449
[26,] 167.979885 165.181848 162.8821139 160.8875185 158.6985007 156.23532361
[27,] 131.229991 134.713344 138.6386970 143.1035484 147.6248127 151.42674799
[28,]  87.442557  95.367594 104.3934956 114.7906434 126.2877469 137.86532891
[29,]  49.922032  58.761279  69.4872082  82.5205501  98.0014279 115.31005111
[30,]  26.289354  34.002585  43.9520780  56.5435775  72.1831345  90.89964216
[31,]  15.375555  21.899863  30.7504087  42.1290295  56.2607007  73.35157185
[32,]  12.443116  18.172809  26.3315917  37.0245027  50.1128188  65.36933094
[33,]  14.759977  19.710964  26.9454485  36.7723636  49.0349870  63.12965329
[34,]  22.354403  26.813903  32.7376103  40.6880850  50.8734343  62.92262721
[35,]  35.068129  40.405648  45.7999873  51.7120255  58.5969043  66.62818872
[36,]  50.064686  58.315364  65.3121414  70.9239309  75.3282728  78.87983490
[37,]  63.080181  75.370465  85.9203894  93.7462835  98.3022432  99.52063969
[38,]  72.233569  87.756173 101.9355906 113.0451897 119.8017306 121.48939594
[39,]  79.105551  96.058740 112.3835606 125.7973882 134.5243358 137.47997300
[40,]  85.125980 102.374205 119.7436841 134.3483528 143.8608085 146.99859958
[41,]  88.506746 105.680697 124.0751120 140.2292631 150.8842480 154.07359016
[42,]  86.230282 102.442689 121.4435470 139.7782573 153.2952384 158.72800306
[43,]  78.065034  91.355597 108.8403104 128.0317210 144.7477616 154.62731539
[44,]  66.964931  75.490250  88.5171613 105.1927312 122.4975295 136.11019752
[45,]  55.754532  59.353509  66.4079650  77.5030978  91.4253622 105.16117835
[46,]  45.142451  45.259296  47.2806616  52.2916613  60.4852592  70.61459137
[47,]  35.025221  33.320570  32.4782014  33.2699610  36.3135507  41.55713777
[48,]  25.735139  23.372484  21.4471860  20.3251818  20.4153982  21.98837973
[49,]  17.625922  15.473268  13.4980157  11.9439719  10.9994841  10.83292172
[50,]  10.857326   9.475373   8.0157664   6.7213429   5.7310721   5.12329758
             [,34]        [,35]        [,36]        [,37]        [,38]
 [1,]   0.02378911 7.498518e-03 2.140342e-03 5.532228e-04 1.294867e-04
 [2,]   0.10756368 3.717544e-02 1.163492e-02 3.297490e-03 8.462798e-04
 [3,]   0.37893694 1.435896e-01 4.927349e-02 1.531182e-02 4.308803e-03
 [4,]   1.04041157 4.321657e-01 1.625839e-01 5.539320e-02 1.709107e-02
 [5,]   2.22803161 1.014011e+00 4.180991e-01 1.561518e-01 5.281977e-02
 [6,]   3.72955694 1.857244e+00 8.386122e-01 3.431665e-01 1.272222e-01
 [7,]   4.90888516 2.664965e+00 1.314831e+00 5.887109e-01 2.390085e-01
 [8,]   5.16046790 3.024985e+00 1.621021e+00 7.912456e-01 3.509955e-01
 [9,]   4.50035333 2.784439e+00 1.596407e+00 8.413440e-01 4.053505e-01
[10,]   3.50682245 2.196631e+00 1.304625e+00 7.256547e-01 3.740049e-01
[11,]   2.66767451 1.623150e+00 9.531943e-01 5.366910e-01 2.864834e-01
[12,]   2.02014192 1.198704e+00 6.802499e-01 3.720708e-01 1.963417e-01
[13,]   1.41652658 8.564936e-01 4.837286e-01 2.581138e-01 1.316302e-01
[14,]   0.85879763 5.497710e-01 3.233885e-01 1.758598e-01 8.922475e-02
[15,]   0.51599311 3.559752e-01 2.245997e-01 1.295116e-01 6.841771e-02
[16,]   0.70955216 5.296019e-01 3.643235e-01 2.290391e-01 1.311256e-01
[17,]   2.25454028 1.815467e+00 1.360250e+00 9.357027e-01 5.872248e-01
[18,]   7.05890147 6.086187e+00 4.938026e+00 3.701192e+00 2.539287e+00
[19,]  18.21309968 1.663953e+01 1.452452e+01 1.181695e+01 8.843136e+00
[20,]  38.55398713 3.685383e+01 3.431024e+01 3.014169e+01 2.452909e+01
[21,]  67.84733481 6.694596e+01 6.574215e+01 6.190611e+01 5.453627e+01
[22,] 100.85654605 1.014864e+02 1.037962e+02 1.037496e+02 9.829080e+01
[23,] 129.06358311 1.312398e+02 1.379559e+02 1.446120e+02 1.459926e+02
[24,] 146.14868648 1.490985e+02 1.588878e+02 1.720910e+02 1.828331e+02
[25,] 152.78499873 1.552336e+02 1.650916e+02 1.811956e+02 1.990080e+02
[26,] 154.57842762 1.560454e+02 1.632076e+02 1.771565e+02 1.959989e+02
[27,] 154.19483177 1.568096e+02 1.613734e+02 1.701807e+02 1.840315e+02
[28,] 148.09006318 1.559591e+02 1.617375e+02 1.670707e+02 1.740321e+02
[29,] 132.83346244 1.483308e+02 1.598865e+02 1.669227e+02 1.705146e+02
[30,] 111.82815221 1.329193e+02 1.512750e+02 1.641632e+02 1.702088e+02
[31,]  93.28965205 1.151310e+02 1.367174e+02 1.548921e+02 1.664749e+02
[32,]  82.61176928 1.015716e+02 1.214293e+02 1.403188e+02 1.553385e+02
[33,]  78.27758551 9.386746e+01 1.095305e+02 1.247592e+02 1.383123e+02
[34,]  75.90960495 8.870080e+01 1.004423e+02 1.107983e+02 1.196672e+02
[35,]  75.47421333 8.429558e+01 9.205727e+01 9.801322e+01 1.020034e+02
[36,]  81.90809895 8.450156e+01 8.641019e+01 8.718644e+01 8.651291e+01
[37,]  97.79327292 9.384920e+01 8.851287e+01 8.244355e+01 7.602311e+01
[38,] 118.04948562 1.101357e+02 9.902740e+01 8.632586e+01 7.352608e+01
[39,] 134.28877039 1.253010e+02 1.116209e+02 9.500349e+01 7.751096e+01
[40,] 143.51872096 1.339634e+02 1.194441e+02 1.015390e+02 8.216862e+01
[41,] 149.51917795 1.383093e+02 1.222445e+02 1.032903e+02 8.331362e+01
[42,] 154.83899312 1.426053e+02 1.245181e+02 1.035267e+02 8.220251e+01
[43,] 154.82279778 1.450134e+02 1.272975e+02 1.051645e+02 8.218626e+01
[44,] 142.03085586 1.381509e+02 1.249881e+02 1.052951e+02 8.286439e+01
[45,] 114.85940902 1.173233e+02 1.112725e+02 9.775338e+01 7.957315e+01
[46,]  80.13502870 8.607395e+01 8.621076e+01 7.995304e+01 6.848141e+01
[47,]  47.96574205 5.370015e+01 5.677171e+01 5.584446e+01 5.075751e+01
[48,]  24.89499330 2.841563e+01 3.140733e+01 3.271851e+01 3.165618e+01
[49,]  11.51933543 1.291338e+01 1.459016e+01 1.593830e+01 1.638179e+01
[50,]   4.94557020 5.195114e+00 5.772471e+00 6.463456e+00 6.986726e+00
             [,39]        [,40]        [,41]        [,42]        [,43]
 [1,] 2.744465e-05 5.267418e-06 9.154718e-07 1.440785e-07 2.053335e-08
 [2,] 1.966769e-04 4.139054e-05 7.887809e-06 1.361191e-06 2.127101e-07
 [3,] 1.097992e-03 2.533684e-04 5.294373e-05 1.001809e-05 1.716572e-06
 [4,] 4.775350e-03 1.208253e-03 2.768363e-04 5.743792e-05 1.079152e-05
 [5,] 1.618072e-02 4.488829e-03 1.127694e-03 2.565467e-04 5.285106e-05
 [6,] 4.272206e-02 1.299342e-02 3.578879e-03 8.926980e-04 2.016438e-04
 [7,] 8.793800e-02 2.931264e-02 8.850452e-03 2.420241e-03 5.993817e-04
 [8,] 1.413018e-01 5.157926e-02 1.706306e-02 5.113934e-03 1.388309e-03
 [9,] 1.778898e-01 7.094899e-02 2.568048e-02 8.428410e-03 2.506945e-03
[10,] 1.771996e-01 7.675274e-02 3.028338e-02 1.085928e-02 3.534003e-03
[11,] 1.432206e-01 6.635170e-02 2.826014e-02 1.100453e-02 3.903624e-03
[12,] 9.932926e-02 4.764389e-02 2.140574e-02 8.913635e-03 3.412740e-03
[13,] 6.467245e-02 3.065129e-02 1.392798e-02 6.001760e-03 2.423028e-03
[14,] 4.272284e-02 1.953252e-02 8.598427e-03 3.650981e-03 1.486891e-03
[15,] 3.328003e-02 1.502133e-02 6.355842e-03 2.550129e-03 9.800865e-04
[16,] 6.828660e-02 3.235542e-02 1.396523e-02 5.503213e-03 1.986998e-03
[17,] 3.352413e-01 1.738713e-01 8.187880e-02 3.500306e-02 1.358443e-02
[18,] 1.587637e+00 9.027328e-01 4.663524e-01 2.187873e-01 9.319619e-02
[19,] 6.047086e+00 3.766542e+00 2.133712e+00 1.098530e+00 5.138377e-01
[20,] 1.831279e+01 1.248208e+01 7.749130e+00 4.376781e+00 2.247769e+00
[21,] 4.432801e+01 3.300540e+01 2.243040e+01 1.388848e+01 7.827952e+00
[22,] 8.660354e+01 7.023374e+01 5.214384e+01 3.534384e+01 2.184054e+01
[23,] 1.385311e+02 1.217934e+02 9.844258e+01 7.285320e+01 4.925842e+01
[24,] 1.850616e+02 1.751173e+02 1.532418e+02 1.232790e+02 9.087942e+01
[25,] 2.118417e+02 2.134181e+02 2.004855e+02 1.741322e+02 1.391739e+02
[26,] 2.146559e+02 2.263796e+02 2.253776e+02 2.092204e+02 1.798032e+02
[27,] 2.009092e+02 2.160116e+02 2.233646e+02 2.182695e+02 1.993103e+02
[28,] 1.835359e+02 1.941371e+02 2.021144e+02 2.029391e+02 1.933386e+02
[29,] 1.726263e+02 1.746627e+02 1.763035e+02 1.754468e+02 1.693230e+02
[30,] 1.699733e+02 1.654502e+02 1.587693e+02 1.509847e+02 1.417363e+02
[31,] 1.695733e+02 1.644150e+02 1.531197e+02 1.385479e+02 1.230022e+02
[32,] 1.633726e+02 1.624109e+02 1.525570e+02 1.360323e+02 1.161667e+02
[33,] 1.479917e+02 1.512239e+02 1.462579e+02 1.332148e+02 1.142478e+02
[34,] 1.265518e+02 1.301573e+02 1.287146e+02 1.209466e+02 1.070188e+02
[35,] 1.042713e+02 1.049023e+02 1.033719e+02 9.866828e+01 8.998377e+01
[36,] 8.445787e+01 8.140024e+01 7.764479e+01 7.306410e+01 6.712422e+01
[37,] 6.945557e+01 6.294496e+01 5.674208e+01 5.099932e+01 4.559677e+01
[38,] 6.168360e+01 5.133441e+01 4.262892e+01 3.550341e+01 2.975947e+01
[39,] 6.101439e+01 4.677974e+01 3.533256e+01 2.660150e+01 2.018132e+01
[40,] 6.331067e+01 4.659915e+01 3.300208e+01 2.274482e+01 1.548248e+01
[41,] 6.399072e+01 4.670689e+01 3.239775e+01 2.142981e+01 1.362611e+01
[42,] 6.237994e+01 4.517624e+01 3.114333e+01 2.039295e+01 1.268342e+01
[43,] 6.106037e+01 4.327992e+01 2.930590e+01 1.893982e+01 1.165699e+01
[44,] 6.120023e+01 4.264777e+01 2.818986e+01 1.774860e+01 1.066813e+01
[45,] 6.014442e+01 4.235282e+01 2.790964e+01 1.730113e+01 1.014395e+01
[46,] 5.416220e+01 3.960277e+01 2.682893e+01 1.689116e+01 9.922490e+00
[47,] 4.251469e+01 3.280165e+01 2.332718e+01 1.531180e+01 9.294483e+00
[48,] 2.825114e+01 2.319349e+01 1.750652e+01 1.215408e+01 7.768448e+00
[49,] 1.561234e+01 1.370261e+01 1.104629e+01 8.174241e+00 5.554532e+00
[50,] 7.093990e+00 6.668286e+00 5.764016e+00 4.569706e+00 3.320826e+00
             [,44]        [,45]        [,46]        [,47]        [,48]
 [1,] 2.649896e-09 3.096729e-10 3.277060e-11 3.140323e-12 2.725018e-13
 [2,] 3.009996e-08 3.856995e-09 4.475474e-10 4.702597e-11 4.474470e-12
 [3,] 2.663472e-07 3.742311e-08 4.761443e-09 5.485877e-10 5.723461e-11
 [4,] 1.836016e-06 2.828631e-07 3.946239e-08 4.985393e-09 5.703228e-10
 [5,] 9.859450e-06 1.665556e-06 2.547852e-07 3.529378e-08 4.427188e-09
 [6,] 4.124611e-05 7.639990e-06 1.281483e-06 1.946452e-07 2.677201e-08
 [7,] 1.344262e-04 2.730150e-05 5.021181e-06 8.362566e-07 1.261195e-07
 [8,] 3.413511e-04 7.600956e-05 1.532744e-05 2.798955e-06 4.628474e-07
 [9,] 6.755590e-04 1.648979e-04 3.645446e-05 7.298620e-06 1.323318e-06
[10,] 1.042856e-03 2.788953e-04 6.757376e-05 1.483036e-05 2.947874e-06
[11,] 1.258535e-03 3.682474e-04 9.770353e-05 2.349338e-05 5.118018e-06
[12,] 1.194708e-03 3.810153e-04 1.104428e-04 2.905500e-05 6.931148e-06
[13,] 9.068270e-04 3.120876e-04 9.821581e-05 2.816037e-05 7.338831e-06
[14,] 5.746224e-04 2.081962e-04 6.996822e-05 2.163246e-05 6.117785e-06
[15,] 3.627257e-04 1.290507e-04 4.378592e-05 1.400932e-05 4.179445e-06
[16,] 6.607844e-04 2.038511e-04 5.886242e-05 1.606347e-05 4.177609e-06
[17,] 4.786918e-03 1.532145e-03 4.456718e-04 1.179169e-04 2.841508e-05
[18,] 3.604225e-02 1.265497e-02 4.034228e-03 1.167713e-03 3.069195e-04
[19,] 2.183299e-01 8.426556e-02 2.954158e-02 9.407437e-03 2.721299e-03
[20,] 1.049367e+00 4.452746e-01 1.717231e-01 6.018934e-02 1.917335e-02
[21,] 4.014383e+00 1.872667e+00 7.945358e-01 3.065759e-01 1.075733e-01
[22,] 1.229489e+01 6.302450e+00 2.941029e+00 1.249128e+00 4.827925e-01
[23,] 3.039197e+01 1.709907e+01 8.768221e+00 4.096518e+00 1.743192e+00
[24,] 6.127909e+01 3.775181e+01 2.123243e+01 1.089502e+01 5.097884e+00
[25,] 1.020774e+02 6.858801e+01 4.216834e+01 2.369867e+01 1.216452e+01
[26,] 1.424536e+02 1.037776e+02 6.939095e+01 4.252566e+01 2.385665e+01
[27,] 1.689185e+02 1.323225e+02 9.554420e+01 6.345850e+01 3.870164e+01
[28,] 1.728216e+02 1.439168e+02 1.111416e+02 7.934417e+01 5.223273e+01
[29,] 1.560609e+02 1.357685e+02 1.105971e+02 8.390254e+01 5.904763e+01
[30,] 1.299025e+02 1.146781e+02 9.633941e+01 7.630428e+01 5.659706e+01
[31,] 1.075677e+02 9.232469e+01 7.704923e+01 6.182038e+01 4.719604e+01
[32,] 9.604632e+01 7.761430e+01 6.156977e+01 4.783740e+01 3.612892e+01
[33,] 9.269107e+01 7.176600e+01 5.360995e+01 3.903041e+01 2.785638e+01
[34,] 8.876848e+01 6.904380e+01 5.060668e+01 3.526899e+01 2.364058e+01
[35,] 7.746288e+01 6.243151e+01 4.694040e+01 3.295809e+01 2.172571e+01
[36,] 5.932361e+01 4.970557e+01 3.903978e+01 2.854732e+01 1.938803e+01
[37,] 4.015960e+01 3.430823e+01 2.795684e+01 2.142612e+01 1.529482e+01
[38,] 2.507351e+01 2.104154e+01 1.730436e+01 1.368464e+01 1.023204e+01
[39,] 1.555141e+01 1.219492e+01 9.657994e+00 7.595906e+00 5.807139e+00
[40,] 1.058469e+01 7.381063e+00 5.298117e+00 3.903900e+00 2.906295e+00
[41,] 8.440587e+00 5.189533e+00 3.237237e+00 2.088971e+00 1.405117e+00
[42,] 7.520032e+00 4.288468e+00 2.389471e+00 1.331180e+00 7.620765e-01
[43,] 6.818925e+00 3.791074e+00 2.011052e+00 1.028129e+00 5.160444e-01
[44,] 6.122031e+00 3.349216e+00 1.743937e+00 8.644396e-01 4.096632e-01
[45,] 5.652715e+00 3.003891e+00 1.524325e+00 7.383726e-01 3.411039e-01
[46,] 5.464982e+00 2.837360e+00 1.396136e+00 6.539860e-01 2.924597e-01
[47,] 5.230982e+00 2.738904e+00 1.339935e+00 6.156737e-01 2.671934e-01
[48,] 4.576937e+00 2.489619e+00 1.252886e+00 5.849554e-01 2.543199e-01
[49,] 3.468524e+00 1.992241e+00 1.053641e+00 5.137288e-01 2.312917e-01
[50,] 2.212829e+00 1.353036e+00 7.597940e-01 3.921688e-01 1.862111e-01
             [,49]        [,50]
 [1,] 2.141279e-14 1.523639e-15
 [2,] 3.855266e-13 3.007959e-14
 [3,] 5.407296e-12 4.626010e-13
 [4,] 5.908142e-11 5.542251e-12
 [5,] 5.028826e-10 5.172620e-11
 [6,] 3.334477e-09 3.760799e-10
 [7,] 1.722407e-08 2.130079e-09
 [8,] 6.930972e-08 9.398520e-09
 [9,] 2.172767e-07 3.230557e-08
[10,] 5.306656e-07 8.651009e-08
[11,] 1.009942e-06 1.804990e-07
[12,] 1.498503e-06 2.935171e-07
[13,] 1.735862e-06 3.723156e-07
[14,] 1.576602e-06 3.693496e-07
[15,] 1.151823e-06 2.912197e-07
[16,] 1.039913e-06 2.474594e-07
[17,] 6.248580e-06 1.257515e-06
[18,] 7.326111e-05 1.588347e-05
[19,] 7.150959e-04 1.707074e-04
[20,] 5.550901e-03 1.460546e-03
[21,] 3.432315e-02 9.957696e-03
[22,] 1.697826e-01 5.431751e-02
[23,] 6.754228e-01 2.382237e-01
[24,] 2.174059e+00 8.446384e-01
[25,] 5.698558e+00 2.434568e+00
[26,] 1.223729e+01 5.733500e+00
[27,] 2.163877e+01 1.107532e+01
[28,] 3.163839e+01 1.759781e+01
[29,] 3.843057e+01 2.306826e+01
[30,] 3.911787e+01 2.509349e+01
[31,] 3.399825e+01 2.295881e+01
[32,] 2.626271e+01 1.819743e+01
[33,] 1.948226e+01 1.327250e+01
[34,] 1.541405e+01 9.852484e+00
[35,] 1.357104e+01 8.131249e+00
[36,] 1.225084e+01 7.243526e+00
[37,] 1.011572e+01 6.190583e+00
[38,] 7.143290e+00 4.619821e+00
[39,] 4.229158e+00 2.888317e+00
[40,] 2.134214e+00 1.508776e+00
[41,] 9.749745e-01 6.806648e-01
[42,] 4.581839e-01 2.900961e-01
[43,] 2.615542e-01 1.383055e-01
[44,] 1.877464e-01 8.506360e-02
[45,] 1.503739e-01 6.357584e-02
[46,] 1.249935e-01 5.106490e-02
[47,] 1.101159e-01 4.328115e-02
[48,] 1.034525e-01 3.959505e-02
[49,] 9.636653e-02 3.727033e-02
[50,] 8.141295e-02 3.281294e-02

> 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  
  7.3774023    0.0004843  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7lmbw1226592460.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] 0.8005489 0.8155959 0.8306428 0.8456898 0.8607368 0.8757838 0.8908308
 [8] 0.9058778 0.9209247 0.9359717 0.9510187 0.9660657 0.9811127 0.9961597
[15] 1.0112067 1.0262536 1.0413006 1.0563476 1.0713946 1.0864416 1.1014886
[22] 1.1165356 1.1315825 1.1466295 1.1616765 1.1767235 1.1917705 1.2068175
[29] 1.2218644 1.2369114 1.2519584 1.2670054 1.2820524 1.2970994 1.3121464
[36] 1.3271933 1.3422403 1.3572873 1.3723343 1.3873813 1.4024283 1.4174753
[43] 1.4325222 1.4475692 1.4626162 1.4776632 1.4927102 1.5077572 1.5228041
[50] 1.5378511

$yords
 [1] 7.418373 7.419434 7.420494 7.421554 7.422615 7.423675 7.424735 7.425795
 [9] 7.426856 7.427916 7.428976 7.430036 7.431097 7.432157 7.433217 7.434277
[17] 7.435338 7.436398 7.437458 7.438519 7.439579 7.440639 7.441699 7.442760
[25] 7.443820 7.444880 7.445940 7.447001 7.448061 7.449121 7.450181 7.451242
[33] 7.452302 7.453362 7.454423 7.455483 7.456543 7.457603 7.458664 7.459724
[41] 7.460784 7.461844 7.462905 7.463965 7.465025 7.466085 7.467146 7.468206
[49] 7.469266 7.470327

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.423852e+01 1.481959e+02 2.763358e+02 4.781318e+02 7.655000e+02
 [2,] 7.786016e+01 1.542228e+02 2.946019e+02 5.316870e+02 8.963448e+02
 [3,] 9.068901e+01 1.625516e+02 2.973040e+02 5.369619e+02 9.313914e+02
 [4,] 1.326967e+02 2.035978e+02 3.252320e+02 5.399106e+02 9.078591e+02
 [5,] 2.258332e+02 3.164697e+02 4.404557e+02 6.288497e+02 9.370860e+02
 [6,] 3.826533e+02 5.324946e+02 7.041552e+02 9.064560e+02 1.172467e+03
 [7,] 5.931604e+02 8.526395e+02 1.142516e+03 1.442379e+03 1.746756e+03
 [8,] 8.193656e+02 1.230907e+03 1.713530e+03 2.219337e+03 2.694736e+03
 [9,] 1.006935e+03 1.581495e+03 2.300720e+03 3.103561e+03 3.892975e+03
[10,] 1.111826e+03 1.815964e+03 2.754648e+03 3.877904e+03 5.068498e+03
[11,] 1.125604e+03 1.891308e+03 2.968610e+03 4.341540e+03 5.907465e+03
[12,] 1.081310e+03 1.835757e+03 2.939777e+03 4.420156e+03 6.217926e+03
[13,] 1.034770e+03 1.732926e+03 2.771130e+03 4.208507e+03 6.037743e+03
[14,] 1.032495e+03 1.673580e+03 2.611231e+03 3.913155e+03 5.607792e+03
[15,] 1.086559e+03 1.705204e+03 2.570367e+03 3.733510e+03 5.228867e+03
[16,] 1.174792e+03 1.812605e+03 2.666044e+03 3.756900e+03 5.097132e+03
[17,] 1.267816e+03 1.944867e+03 2.834450e+03 3.933163e+03 5.219378e+03
[18,] 1.359464e+03 2.067800e+03 2.999771e+03 4.144360e+03 5.457271e+03
[19,] 1.467902e+03 2.192263e+03 3.141884e+03 4.313461e+03 5.663125e+03
[20,] 1.600445e+03 2.344542e+03 3.294861e+03 4.454303e+03 5.793853e+03
[21,] 1.716909e+03 2.504309e+03 3.471985e+03 4.611260e+03 5.899412e+03
[22,] 1.737057e+03 2.579684e+03 3.595913e+03 4.749160e+03 5.998864e+03
[23,] 1.596208e+03 2.460019e+03 3.521131e+03 4.718964e+03 5.979860e+03
[24,] 1.300115e+03 2.105584e+03 3.144342e+03 4.356369e+03 5.646325e+03
[25,] 9.270491e+02 1.589195e+03 2.500690e+03 3.628295e+03 4.885815e+03
[26,] 5.771545e+02 1.051283e+03 1.752850e+03 2.684129e+03 3.793892e+03
[27,] 3.164964e+02 6.135991e+02 1.086990e+03 1.763852e+03 2.632047e+03
[28,] 1.573652e+02 3.247386e+02 6.115795e+02 1.053072e+03 1.662846e+03
[29,] 7.553905e+01 1.657100e+02 3.314453e+02 6.052148e+02 1.011057e+03
[30,] 3.822731e+01 8.904512e+01 1.889707e+02 3.656396e+02 6.458903e+02
[31,] 2.130735e+01 5.277199e+01 1.190098e+02 2.444704e+02 4.577405e+02
[32,] 1.242744e+01 3.282718e+01 7.893497e+01 1.728059e+02 3.445290e+02
[33,] 6.967314e+00 1.967674e+01 5.058090e+01 1.183582e+02 2.521423e+02
[34,] 3.549019e+00 1.072976e+01 2.952668e+01 7.396070e+01 1.686482e+02
[35,] 1.601288e+00 5.185784e+00 1.528653e+01 4.101734e+01 1.001874e+02
[36,] 6.340117e-01 2.200095e+00 6.949323e+00 1.998077e+01 5.229612e+01
[37,] 2.196415e-01 8.168173e-01 2.765003e+00 8.519944e+00 2.389818e+01
[38,] 6.651662e-02 2.651095e-01 9.617864e-01 3.176136e+00 9.547756e+00
[39,] 1.759941e-02 7.517165e-02 2.922545e-01 1.034254e+00 3.331691e+00
[40,] 4.064963e-03 1.860435e-02 7.750182e-02 2.938702e-01 1.014277e+00
[41,] 8.186023e-04 4.013714e-03 1.791204e-02 7.275688e-02 2.689947e-01
[42,] 1.435063e-04 7.536277e-04 3.602066e-03 1.566968e-02 6.204270e-02
[43,] 2.186202e-05 1.229359e-04 6.291575e-04 2.930464e-03 1.242275e-02
[44,] 2.889020e-06 1.739132e-05 9.527762e-05 4.750392e-04 2.155535e-03
[45,] 3.305974e-07 2.129970e-06 1.248849e-05 6.663641e-05 3.235824e-04
[46,] 3.270775e-08 2.254897e-07 1.414660e-06 8.076631e-06 4.196298e-05
[47,] 2.793836e-09 2.060634e-08 1.383056e-07 8.447342e-07 4.695121e-06
[48,] 2.057958e-10 1.623660e-09 1.165692e-08 7.615606e-08 4.527537e-07
[49,] 1.305959e-11 1.102030e-10 8.462125e-10 5.912761e-09 3.759498e-08
[50,] 7.133972e-13 6.438084e-12 5.286868e-11 3.950562e-10 2.686218e-09
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.133028e+03 1.550303e+03 1.961499e+03 2.295606e+03 2.486018e+03
 [2,] 1.403772e+03 2.037471e+03 2.738331e+03 3.407093e+03 3.924633e+03
 [3,] 1.524251e+03 2.330968e+03 3.315285e+03 4.375888e+03 5.354896e+03
 [4,] 1.497790e+03 2.365040e+03 3.520079e+03 4.897851e+03 6.344080e+03
 [5,] 1.443657e+03 2.234975e+03 3.374530e+03 4.862155e+03 6.598205e+03
 [6,] 1.567989e+03 2.187632e+03 3.132520e+03 4.470164e+03 6.186424e+03
 [7,] 2.084036e+03 2.526926e+03 3.184267e+03 4.169864e+03 5.553462e+03
 [8,] 3.108268e+03 3.478073e+03 3.883503e+03 4.449749e+03 5.305467e+03
 [9,] 4.565949e+03 5.056835e+03 5.374400e+03 5.611692e+03 5.918917e+03
[10,] 6.162219e+03 6.997451e+03 7.476739e+03 7.611204e+03 7.522982e+03
[11,] 7.476463e+03 8.810405e+03 9.695535e+03 1.002020e+04 9.819943e+03
[12,] 8.164171e+03 9.994096e+03 1.140864e+04 1.216765e+04 1.217566e+04
[13,] 8.145389e+03 1.029779e+04 1.217392e+04 1.344725e+04 1.389053e+04
[14,] 7.643292e+03 9.854798e+03 1.196453e+04 1.363180e+04 1.454688e+04
[15,] 7.044471e+03 9.087106e+03 1.115973e+04 1.297445e+04 1.421315e+04
[16,] 6.678994e+03 8.453279e+03 1.030196e+04 1.202398e+04 1.335595e+04
[17,] 6.659721e+03 8.208766e+03 9.794655e+03 1.129662e+04 1.253465e+04
[18,] 6.872254e+03 8.318267e+03 9.727243e+03 1.102287e+04 1.209848e+04
[19,] 7.109859e+03 8.555748e+03 9.910646e+03 1.110208e+04 1.206176e+04
[20,] 7.244604e+03 8.706529e+03 1.007329e+04 1.125703e+04 1.219354e+04
[21,] 7.290286e+03 8.709373e+03 1.006322e+04 1.126093e+04 1.223147e+04
[22,] 7.305063e+03 8.623100e+03 9.897024e+03 1.106226e+04 1.205672e+04
[23,] 7.241780e+03 8.466205e+03 9.631608e+03 1.071819e+04 1.169792e+04
[24,] 6.918469e+03 8.111114e+03 9.209052e+03 1.022813e+04 1.118597e+04
[25,] 6.161694e+03 7.363954e+03 8.456330e+03 9.462099e+03 1.043359e+04
[26,] 4.987065e+03 6.161743e+03 7.256489e+03 8.278389e+03 9.290890e+03
[27,] 3.633955e+03 4.685430e+03 5.716866e+03 6.714545e+03 7.733229e+03
[28,] 2.419708e+03 3.270376e+03 4.155012e+03 5.047001e+03 5.982894e+03
[29,] 1.550952e+03 2.198127e+03 2.907459e+03 3.645075e+03 4.424180e+03
[30,] 1.044056e+03 1.550738e+03 2.131689e+03 2.744930e+03 3.373961e+03
[31,] 7.821371e+02 1.222288e+03 1.754082e+03 2.328650e+03 2.896823e+03
[32,] 6.258982e+02 1.037117e+03 1.570446e+03 2.180999e+03 2.796839e+03
[33,] 4.891430e+02 8.645071e+02 1.393236e+03 2.050858e+03 2.766382e+03
[34,] 3.501195e+02 6.619317e+02 1.140185e+03 1.790966e+03 2.569716e+03
[35,] 2.227857e+02 4.510902e+02 8.319078e+02 1.398197e+03 2.143885e+03
[36,] 1.246087e+02 2.703382e+02 5.341341e+02 9.615316e+02 1.578280e+03
[37,] 6.102522e+01 1.418799e+02 3.003922e+02 5.793859e+02 1.018673e+03
[38,] 2.612834e+01 6.509922e+01 1.476971e+02 3.052368e+02 5.749216e+02
[39,] 9.770077e+00 2.608358e+01 6.340792e+01 1.403941e+02 2.832652e+02
[40,] 3.186667e+00 9.114483e+00 2.373595e+01 5.629502e+01 1.216492e+02
[41,] 9.052597e-01 2.773288e+00 7.735111e+00 1.964654e+01 4.545904e+01
[42,] 2.235945e-01 7.334996e-01 2.190578e+00 5.956969e+00 1.475530e+01
[43,] 4.793123e-02 1.683312e-01 5.381486e-01 1.566423e+00 4.152567e+00
[44,] 8.901879e-03 3.346045e-02 1.144844e-01 3.566109e-01 1.011563e+00
[45,] 1.430020e-03 5.751793e-03 2.105739e-02 7.017902e-02 2.129678e-01
[46,] 1.984136e-04 8.538140e-04 3.344058e-03 1.192221e-02 3.869926e-02
[47,] 2.374816e-05 1.093162e-04 4.579724e-04 1.746390e-03 6.062753e-03
[48,] 2.449431e-06 1.205944e-05 5.403473e-05 2.203658e-04 8.181073e-04
[49,] 2.175235e-07 1.145329e-06 5.488135e-06 2.393457e-05 9.501534e-05
[50,] 1.662084e-08 9.358443e-08 4.795267e-07 2.236208e-06 9.491938e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.492778e+03 2.317932e+03 2.006543e+03 1.632353e+03 1.274181e+03
 [2,] 4.186296e+03 4.137940e+03 3.797801e+03 3.253227e+03 2.632684e+03
 [3,] 6.072989e+03 6.383210e+03 6.223219e+03 5.642391e+03 4.789485e+03
 [4,] 7.633422e+03 8.523313e+03 8.829520e+03 8.493994e+03 7.613456e+03
 [5,] 8.372810e+03 9.896679e+03 1.087469e+04 1.110127e+04 1.053917e+04
 [6,] 8.148266e+03 1.009961e+04 1.170583e+04 1.264401e+04 1.271122e+04
 [7,] 7.308658e+03 9.278978e+03 1.118333e+04 1.267260e+04 1.342934e+04
 [8,] 6.525525e+03 8.078808e+03 9.802265e+03 1.141764e+04 1.259605e+04
 [9,] 6.447035e+03 7.283286e+03 8.402840e+03 9.654571e+03 1.078899e+04
[10,] 7.400864e+03 7.427758e+03 7.710925e+03 8.241218e+03 8.892784e+03
[11,] 9.265054e+03 8.594659e+03 8.028680e+03 7.696458e+03 7.606972e+03
[12,] 1.151773e+04 1.042551e+04 9.189638e+03 8.060872e+03 7.182797e+03
[13,] 1.345728e+04 1.229881e+04 1.070661e+04 9.008210e+03 7.466154e+03
[14,] 1.453457e+04 1.361963e+04 1.201975e+04 1.006764e+04 8.099987e+03
[15,] 1.462241e+04 1.410459e+04 1.275999e+04 1.085625e+04 8.737861e+03
[16,] 1.403547e+04 1.388868e+04 1.290205e+04 1.123992e+04 9.194741e+03
[17,] 1.329297e+04 1.338127e+04 1.271048e+04 1.134351e+04 9.489616e+03
[18,] 1.280786e+04 1.299041e+04 1.252938e+04 1.141467e+04 9.771704e+03
[19,] 1.270198e+04 1.290959e+04 1.257563e+04 1.165108e+04 1.019473e+04
[20,] 1.282410e+04 1.307387e+04 1.285455e+04 1.210164e+04 1.082599e+04
[21,] 1.292075e+04 1.327203e+04 1.321300e+04 1.267235e+04 1.162378e+04
[22,] 1.282733e+04 1.332199e+04 1.347554e+04 1.321162e+04 1.247294e+04
[23,] 1.253332e+04 1.317683e+04 1.356552e+04 1.361972e+04 1.326049e+04
[24,] 1.207872e+04 1.287246e+04 1.350474e+04 1.389101e+04 1.393934e+04
[25,] 1.140836e+04 1.237815e+04 1.328295e+04 1.402558e+04 1.449643e+04
[26,] 1.036659e+04 1.153346e+04 1.274542e+04 1.389004e+04 1.482447e+04
[27,] 8.865239e+03 1.017954e+04 1.166561e+04 1.321492e+04 1.465012e+04
[28,] 7.056962e+03 8.373369e+03 9.977157e+03 1.180291e+04 1.367333e+04
[29,] 5.322506e+03 6.460490e+03 7.940726e+03 9.776192e+03 1.184830e+04
[30,] 4.060270e+03 4.910326e+03 6.060609e+03 7.608126e+03 9.539263e+03
[31,] 3.447646e+03 4.039843e+03 4.800639e+03 5.879766e+03 7.373006e+03
[32,] 3.352849e+03 3.836632e+03 4.320077e+03 4.950142e+03 5.891824e+03
[33,] 3.440759e+03 3.991989e+03 4.408417e+03 4.778403e+03 5.270561e+03
[34,] 3.378948e+03 4.097064e+03 4.634148e+03 4.988962e+03 5.271571e+03
[35,] 3.004926e+03 3.864416e+03 4.591652e+03 5.104420e+03 5.422623e+03
[36,] 2.365513e+03 3.245722e+03 4.096315e+03 4.795728e+03 5.284866e+03
[37,] 1.634476e+03 2.398128e+03 3.229015e+03 4.015186e+03 4.660663e+03
[38,] 9.878762e+02 1.551114e+03 2.232007e+03 2.958273e+03 3.642001e+03
[39,] 5.212419e+02 8.760130e+02 1.347960e+03 1.907021e+03 2.497839e+03
[40,] 2.396869e+02 4.311419e+02 7.095156e+02 1.072069e+03 1.496091e+03
[41,] 9.588546e+01 1.845708e+02 3.248316e+02 5.243052e+02 7.800837e+02
[42,] 3.331027e+01 6.860217e+01 1.291026e+02 2.226089e+02 3.532424e+02
[43,] 1.003107e+01 2.209903e+01 4.446463e+01 8.190265e+01 1.386411e+02
[44,] 2.614190e+00 6.159625e+00 1.324917e+01 2.606985e+01 4.708293e+01
[45,] 5.887039e-01 1.483348e+00 3.410589e+00 7.168721e+00 1.381521e+01
[46,] 1.144096e-01 3.082393e-01 7.575236e-01 1.700882e+00 3.498165e+00
[47,] 1.916715e-02 5.521078e-02 1.450220e-01 3.478469e-01 7.635971e-01
[48,] 2.765585e-03 8.516601e-03 2.390930e-02 6.126504e-02 1.435684e-01
[49,] 3.434237e-04 1.130583e-03 3.392256e-03 9.286366e-03 2.323384e-02
[50,] 3.667999e-05 1.290866e-04 4.139546e-04 1.210718e-03 3.234477e-03
             [,16]        [,17]        [,18]        [,19]        [,20]
 [1,] 9.928507e+02 8.169383e+02 7.407114e+02 7.326040e+02 7.495959e+02
 [2,] 2.064877e+03 1.641613e+03 1.397333e+03 1.309622e+03 1.316791e+03
 [3,] 3.864680e+03 3.056102e+03 2.486252e+03 2.186493e+03 2.104075e+03
 [4,] 6.412514e+03 5.170756e+03 4.134226e+03 3.446330e+03 3.121009e+03
 [5,] 9.343850e+03 7.817737e+03 6.311251e+03 5.111891e+03 4.364884e+03
 [6,] 1.190607e+04 1.044288e+04 8.686021e+03 7.029646e+03 5.772883e+03
 [7,] 1.327838e+04 1.226143e+04 1.063692e+04 8.798239e+03 7.142607e+03
 [8,] 1.305752e+04 1.267238e+04 1.152072e+04 9.877440e+03 8.122726e+03
 [9,] 1.152539e+04 1.164199e+04 1.105901e+04 9.878821e+03 8.359798e+03
[10,] 9.460681e+03 9.725456e+03 9.527507e+03 8.827607e+03 7.728484e+03
[11,] 7.662973e+03 7.705778e+03 7.573643e+03 7.158126e+03 6.443049e+03
[12,] 6.575717e+03 6.164063e+03 5.825373e+03 5.440718e+03 4.934472e+03
[13,] 6.221309e+03 5.291861e+03 4.611377e+03 4.078838e+03 3.600728e+03
[14,] 6.364496e+03 4.979163e+03 3.946081e+03 3.196443e+03 2.638530e+03
[15,] 6.719188e+03 5.007881e+03 3.683254e+03 2.722615e+03 2.049012e+03
[16,] 7.092978e+03 5.201023e+03 3.670252e+03 2.534426e+03 1.745032e+03
[17,] 7.441421e+03 5.484720e+03 3.823254e+03 2.547127e+03 1.646833e+03
[18,] 7.835222e+03 5.878441e+03 4.132983e+03 2.735873e+03 1.720345e+03
[19,] 8.379357e+03 6.447448e+03 4.638381e+03 3.123762e+03 1.978015e+03
[20,] 9.143306e+03 7.257001e+03 5.400416e+03 3.768909e+03 2.474842e+03
[21,] 1.012863e+04 8.343689e+03 6.483455e+03 4.756341e+03 3.308700e+03
[22,] 1.126645e+04 9.691169e+03 7.924471e+03 6.170948e+03 4.601955e+03
[23,] 1.244734e+04 1.121567e+04 9.686071e+03 8.034162e+03 6.436228e+03
[24,] 1.357824e+04 1.279095e+04 1.163673e+04 1.024170e+04 8.760357e+03
[25,] 1.460238e+04 1.429519e+04 1.359094e+04 1.256934e+04 1.134956e+04
[26,] 1.542035e+04 1.560058e+04 1.535729e+04 1.474750e+04 1.386900e+04
[27,] 1.578570e+04 1.648949e+04 1.671855e+04 1.651788e+04 1.598834e+04
[28,] 1.535256e+04 1.662859e+04 1.738403e+04 1.762250e+04 1.744368e+04
[29,] 1.392424e+04 1.573150e+04 1.705455e+04 1.780535e+04 1.803484e+04
[30,] 1.169873e+04 1.382358e+04 1.563216e+04 1.692532e+04 1.764900e+04
[31,] 9.253125e+03 1.134935e+04 1.339411e+04 1.511868e+04 1.635051e+04
[32,] 7.245471e+03 8.980911e+03 1.092712e+04 1.282815e+04 1.443944e+04
[33,] 6.064786e+03 7.264925e+03 8.838838e+03 1.061951e+04 1.236836e+04
[34,] 5.669680e+03 6.368524e+03 7.463523e+03 8.911653e+03 1.054680e+04
[35,] 5.677720e+03 6.063909e+03 6.751721e+03 7.808893e+03 9.170043e+03
[36,] 5.609267e+03 5.911407e+03 6.369990e+03 7.116390e+03 8.173735e+03
[37,] 5.137835e+03 5.512267e+03 5.918654e+03 6.496186e+03 7.318890e+03
[38,] 4.221563e+03 4.698843e+03 5.145543e+03 5.668581e+03 6.351815e+03
[39,] 3.062724e+03 3.573159e+03 4.050035e+03 4.555367e+03 5.155816e+03
[40,] 1.946333e+03 2.393267e+03 2.832442e+03 3.290380e+03 3.808738e+03
[41,] 1.078469e+03 1.402037e+03 1.741595e+03 2.104984e+03 2.514023e+03
[42,] 5.194546e+02 7.153073e+02 9.356247e+02 1.182175e+03 1.465478e+03
[43,] 2.169892e+02 3.168997e+02 4.374170e+02 5.796290e+02 7.488637e+02
[44,] 7.846560e+01 1.216488e+02 1.774762e+02 2.472208e+02 3.338654e+02
[45,] 2.452505e+01 4.039379e+01 6.236778e+01 9.149416e+01 1.294489e+02
[46,] 6.617276e+00 1.158638e+01 1.895301e+01 2.932711e+01 4.355171e+01
[47,] 1.539675e+00 2.867606e+00 4.974516e+00 8.129942e+00 1.269297e+01
[48,] 3.086594e-01 6.118239e-01 1.126507e+00 1.946910e+00 3.200397e+00
[49,] 5.327437e-02 1.124439e-01 2.199177e-01 4.023746e-01 6.973736e-01
[50,] 7.912070e-03 1.778990e-02 3.698482e-02 7.171259e-02 1.312087e-01
             [,21]        [,22]        [,23]        [,24]        [,25]
 [1,] 7.522239e+02 7.157467e+02 6.346635e+02   520.138877   392.411961
 [2,] 1.344027e+03 1.328793e+03 1.237808e+03  1071.453289   856.111215
 [3,] 2.133982e+03 2.161387e+03 2.099684e+03  1912.583844  1615.325373
 [4,] 3.061426e+03 3.110804e+03 3.113725e+03  2966.252072  2639.774852
 [5,] 4.051069e+03 4.021988e+03 4.071604e+03  4014.812679  3745.016691
 [6,] 5.039419e+03 4.766659e+03 4.759165e+03  4778.147000  4630.240564
 [7,] 5.945468e+03 5.289540e+03 5.069710e+03  5062.001298  5022.204350
 [8,] 6.613948e+03 5.573104e+03 5.033773e+03  4861.801213  4832.040119
 [9,] 6.829540e+03 5.573113e+03 4.743930e+03  4331.921616  4195.252335
[10,] 6.443667e+03 5.222926e+03 4.265507e+03  3658.414682  3363.353656
[11,] 5.511877e+03 4.517870e+03 3.627247e+03  2959.463283  2550.297502
[12,] 4.296173e+03 3.579339e+03 2.877098e+03  2283.614103  1857.664358
[13,] 3.117517e+03 2.613858e+03 2.113497e+03  1661.600478  1301.163088
[14,] 2.191651e+03 1.802737e+03 1.449365e+03  1133.480422   869.427696
[15,] 1.574413e+03 1.225669e+03 9.538039e+02   732.763366   553.072039
[16,] 1.217745e+03 8.685629e+02 6.320025e+02   464.795881   342.065891
[17,] 1.053431e+03 6.802872e+02 4.507625e+02   309.066947   219.664102
[18,] 1.042498e+03 6.219499e+02 3.762370e+02   239.555201   167.152055
[19,] 1.188442e+03 6.893415e+02 3.990034e+02   245.060877   174.688570
[20,] 1.540694e+03 9.231914e+02 5.491380e+02   345.217608   253.684236
[21,] 2.201356e+03 1.421175e+03 9.124979e+02   609.114579   454.573235
[22,] 3.316886e+03 2.339547e+03 1.641534e+03  1173.738593   890.125322
[23,] 5.020969e+03 3.849960e+03 2.928975e+03  2235.374306  1743.519191
[24,] 7.328866e+03 6.034843e+03 4.915605e+03  3977.885347  3222.264415
[25,] 1.005275e+04 8.771116e+03 7.558054e+03  6440.303134  5439.725498
[26,] 1.282675e+04 1.170444e+04 1.055348e+04  9402.155013  8276.415090
[27,] 1.524242e+04 1.436811e+04 1.341437e+04 12399.799862 11335.847753
[28,] 1.698651e+04 1.637213e+04 1.567186e+04 14907.413256 14074.369848
[29,] 1.788637e+04 1.752264e+04 1.706556e+04 16572.282687 16046.794316
[30,] 1.788982e+04 1.781442e+04 1.759167e+04 17337.242630 17098.038569
[31,] 1.706364e+04 1.736211e+04 1.741477e+04 17382.151877 17369.690541
[32,] 1.561585e+04 1.634948e+04 1.674596e+04 16962.149026 17142.247936
[33,] 1.386828e+04 1.499982e+04 1.576696e+04 16269.691299 16647.192370
[34,] 1.214941e+04 1.353329e+04 1.460735e+04 15388.783887 15971.870197
[35,] 1.066852e+04 1.210999e+04 1.334828e+04 14328.790840 15086.642877
[36,] 9.450369e+03 1.078707e+04 1.202859e+04 13081.698525 13935.426384
[37,] 8.360826e+03 9.513903e+03 1.064411e+04 11651.852591 12504.995697
[38,] 7.209160e+03 8.177935e+03 9.155060e+03 10051.791751 10833.471070
[39,] 5.879472e+03 6.694787e+03 7.526969e+03  8301.625549  8986.955345
[40,] 4.414019e+03 5.093243e+03 5.795009e+03  6458.647241  7053.489647
[41,] 2.988242e+03 3.525266e+03 4.093653e+03  4647.710616  5158.173402
[42,] 1.798457e+03 2.184365e+03 2.608085e+03  3040.559034  3458.163285
[43,] 9.532641e+02 1.198076e+03 1.479237e+03  1782.765136  2094.403440
[44,] 4.422837e+02 5.772500e+02 7.400527e+02   926.821728  1132.274164
[45,] 1.788997e+02 2.430882e+02 3.245355e+02   423.962582   541.501576
[46,] 6.291340e+01 8.916696e+01 1.242172e+02   169.733345   227.593804
[47,] 1.919763e+01 2.842244e+01 4.137635e+01    59.252391    83.676433
[48,] 5.075551e+00 7.859635e+00 1.196976e+01    17.989466    26.821253
[49,] 1.161307e+00 1.883114e+00 3.002910e+00     4.741366     7.477287
[50,] 2.297353e-01 3.905283e-01 6.525984e-01     1.083375     1.809815
             [,26]        [,27]       [,28]       [,29]       [,30]       [,31]
 [1,]   271.933053   172.847046   100.66280    53.66363    26.16592    11.66042
 [2,]   629.324471   424.792402   262.94740   149.10729    77.38807    36.73178
 [3,]  1258.075863   901.013979   592.37201   357.07980   197.15507    99.61814
 [4,]  2174.534244  1650.569855  1151.61229   737.41517   432.86167   232.69905
 [5,]  3254.054074  2613.752613  1933.30304  1313.99488   819.45765   468.40168
 [6,]  4224.454492  3582.159137  2805.01061  2021.60472  1338.41090   812.89661
 [7,]  4774.048161  4256.680976  3521.20491  2687.58029  1887.19259  1216.99903
 [8,]  4724.172821  4399.083705  3830.81440  3090.56296  2298.97392  1572.73149
 [9,]  4134.539383  3974.636765  3621.74274  3078.81549  2421.94424  1755.67334
[10,]  3251.924367  3168.176182  2989.64256  2663.60940  2209.60355  1694.55860
[11,]  2351.313026  2261.375207  2172.57284  2009.79845  1749.69732  1415.99199
[12,]  1603.856633  1477.737699  1409.37377  1332.64125  1207.30118  1026.54008
[13,]  1053.171830   908.577014   834.04497   786.88507   731.18709   648.22736
[14,]   670.532788   539.188874   463.90158   423.37231   394.49190   359.94478
[15,]   413.727041   314.693118   252.03672   216.79724   197.10457   181.76429
[16,]   251.251830   186.335755   143.40816   118.06901   104.73819    97.40641
[17,]   162.007616   124.959760   102.49631    90.84194    86.80134    87.06481
[18,]   131.714075   117.652560   116.37274   123.14009   135.04736   149.58849
[19,]   153.881169   162.209121   187.64604   223.13953   264.51216   308.70192
[20,]   235.199714   264.682494   325.87484   407.68124   502.42234   604.47865
[21,]   408.674900   444.692127   543.57440   689.68801   869.46719  1071.40663
[22,]   757.727925   755.345439   867.08513  1076.53093  1364.70413  1711.36158
[23,]  1437.877282  1313.331372  1367.95709  1594.61675  1976.18023  2486.06612
[24,]  2658.525498  2307.702999  2194.34000  2335.15446  2729.75384  3357.10020
[25,]  4590.146827  3941.493652  3552.20674  3475.41861  3744.67831  4363.87375
[26,]  7219.181926  6298.098728  5599.96241  5215.92608  5223.13254  5667.70290
[27,] 10251.351905  9207.186654  8296.57052  7632.93255  7330.18974  7480.44142
[28,] 13172.916802 12232.165667 11320.88294 10543.77616 10025.98847  9889.77435
[29,] 15470.505387 14834.135009 14160.14016 13511.95215 12989.70114 12713.40882
[30,] 16868.744936 16622.001521 16337.36560 16022.24917 15722.22296 15518.33369
[31,] 17417.227862 17514.343621 17625.57169 17715.50938 17769.59902 17806.91235
[32,] 17378.942640 17704.347264 18101.09230 18522.32431 18914.33870 19238.13635
[33,] 17023.149749 17472.687256 18013.64524 18615.01973 19214.75234 19741.74143
[34,] 16475.862942 16997.912887 17585.83835 18232.67040 18887.22599 19473.30368
[35,] 15710.096726 16292.371993 16893.08085 17520.47656 18134.76133 18665.34545
[36,] 14642.073776 15275.786469 15890.84656 16496.39377 17053.90078 17493.51808
[37,] 13233.024234 13892.651290 14526.44302 15134.37894 15668.54889 16049.84845
[38,] 11523.409527 12173.273896 12820.25775 13454.91420 14014.34403 14401.41565
[39,]  9607.178975 10219.151129 10867.09139 11542.40160 12170.81996 12632.86605
[40,]  7601.106781  8162.884802  8797.27683  9510.85616 10232.26478 10825.52898
[41,]  5638.598068  6146.133146  6749.48716  7478.18730  8281.94675  9026.74893
[42,]  3866.598900  4311.282805  4860.46454  5562.89553  6400.25695  7263.45610
[43,]  2416.676136  2782.285375  3250.15237  3877.53547  4676.60109  5578.21750
[44,]  1359.684322  1632.261641  1996.33839  2507.36438  3197.95369  4040.36604
[45,]   681.739799   861.416627  1114.70411  1488.71810  2024.38110  2726.04063
[46,]   302.275716   405.395682   560.41923   803.07657  1172.40741  1690.79812
[47,]   117.836182   168.936067   251.51185   389.51692   613.66592   950.96605
[48,]    40.214051    61.987188   100.01161   168.23817   286.94965   478.74746
[49,]    11.975879    19.938062    35.01512    64.16706   118.66178   213.32355
[50,]     3.104669     5.601843    10.73828    21.46406    43.04431    83.38506
             [,32]        [,33]        [,34]        [,35]        [,36]
 [1,]     4.745987     1.763267 5.976783e-01 1.847492e-01 5.205952e-02
 [2,]    15.932570     6.311355 2.281934e+00 7.526789e-01 2.263893e-01
 [3,]    46.026814    19.431829 7.491510e+00 2.635927e+00 8.460448e-01
 [4,]   114.464882    51.480380 2.115423e+01 7.937172e+00 2.717744e+00
 [5,]   245.164493   117.401616 5.139651e+01 2.055583e+01 7.506048e+00
 [6,]   452.451071   230.565979 1.074838e+02 4.580208e+01 1.782899e+01
 [7,]   719.840924   390.127852 1.935560e+02 8.783697e+01 3.643307e+01
 [8,]   987.855079   569.020753 3.002778e+02 1.450407e+02 6.407323e+01
 [9,]  1170.057812   715.807068 4.015213e+02 2.063093e+02 9.701630e+01
[10,]  1196.973246   777.090333 4.630173e+02 2.529164e+02 1.265300e+02
[11,]  1058.541522   728.543609 4.607335e+02 2.673629e+02 1.422131e+02
[12,]   810.277494   590.396491 3.959064e+02 2.438855e+02 1.378356e+02
[13,]   538.143012   414.257781 2.942029e+02 1.922333e+02 1.153656e+02
[14,]   312.219273   253.133283 1.901387e+02 1.317207e+02 8.395160e+01
[15,]   163.284030   139.061539 1.105998e+02 8.152353e+01 5.548881e+01
[16,]    90.969354    82.295432 7.053070e+01 5.661667e+01 4.235768e+01
[17,]    88.270557    87.530175 8.304277e+01 7.443757e+01 6.264835e+01
[18,]   163.783141   174.069175 1.770190e+02 1.704869e+02 1.544841e+02
[19,]   351.989264   388.818711 4.121300e+02 4.153806e+02 3.952430e+02
[20,]   708.032486   804.301747 8.802528e+02 9.206375e+02 9.131031e+02
[21,]  1284.704354  1495.451932 1.682534e+03 1.817439e+03 1.870573e+03
[22,]  2096.156703  2496.051803 2.879124e+03 3.200031e+03 3.404012e+03
[23,]  3091.684259  3755.488786 4.430026e+03 5.049934e+03 5.530314e+03
[24,]  4177.966444  5139.100619 6.172788e+03 7.189833e+03 8.073191e+03
[25,]  5304.121868  6506.582568 7.885707e+03 9.327209e+03 1.068223e+04
[26,]  6553.164057  7836.482828 9.429761e+03 1.120217e+04 1.297900e+04
[27,]  8133.855395  9285.042525 1.086770e+04 1.275521e+04 1.476342e+04
[28,] 10228.343995 11082.839719 1.242741e+04 1.416366e+04 1.612246e+04
[29,] 12796.756785 13317.855519 1.429500e+04 1.567267e+04 1.731844e+04
[30,] 15510.159801 15787.944583 1.640249e+04 1.734228e+04 1.852272e+04
[31,] 17879.948266 18058.864458 1.840439e+04 1.893943e+04 1.962904e+04
[32,] 19484.673479 19677.450615 1.985964e+04 2.007007e+04 2.031740e+04
[33,] 20137.823324 20374.242438 2.045677e+04 2.041653e+04 2.028925e+04
[34,] 19911.539612 20139.733646 2.012804e+04 1.988489e+04 1.945016e+04
[35,] 19032.668978 19167.690940 1.902676e+04 1.860182e+04 1.792400e+04
[36,] 17738.623528 17727.127658 1.742372e+04 1.682474e+04 1.595991e+04
[37,] 16196.573721 16050.908164 1.559258e+04 1.483819e+04 1.383323e+04
[38,] 14519.157117 14304.161057 1.374494e+04 1.287989e+04 1.178049e+04
[39,] 12806.274621 12609.786368 1.202930e+04 1.111761e+04 9.972015e+03
[40,] 11137.180146 11053.680324 1.054182e+04 9.655770e+03 8.512324e+03
[41,]  9534.956113  9651.608192 9.303963e+03 8.525889e+03 7.439165e+03
[42,]  7973.079906  8340.437975 8.240844e+03 7.662047e+03 6.704764e+03
[43,]  6428.721532  7031.179725 7.217025e+03 6.913276e+03 6.170512e+03
[44,]  4925.744541  5679.908805 6.117648e+03 6.113278e+03 5.651680e+03
[45,]  3533.922033  4318.909860 4.912092e+03 5.162477e+03 4.996623e+03
[46,]  2338.937861  3039.427342 3.664022e+03 4.069591e+03 4.150405e+03
[47,]  1407.078376  1948.399051 2.495572e+03 2.938193e+03 3.169908e+03
[48,]   758.805516  1121.330575 1.528718e+03 1.912077e+03 2.188102e+03
[49,]   362.482791   572.267436 8.315716e+02 1.106862e+03 1.346315e+03
[50,]   151.951863   256.471030 3.976573e+02 5.640404e+02 7.303970e+02
             [,37]        [,38]        [,39]        [,40]        [,41]
 [1,] 1.336847e-02 3.127593e-03 6.664825e-04 1.293409e-04 2.285518e-05
 [2,] 6.206999e-02 1.550787e-02 3.529831e-03 7.317995e-04 1.381618e-04
 [3,] 2.476091e-01 6.605376e-02 1.605664e-02 3.555717e-03 7.171719e-04
 [4,] 8.488239e-01 2.417210e-01 6.274042e-02 1.483844e-02 3.196904e-03
 [5,] 2.501082e+00 7.601195e-01 2.106196e-01 5.319009e-02 1.223920e-02
 [6,] 6.335852e+00 2.054428e+00 6.075548e-01 1.638019e-01 4.024826e-02
 [7,] 1.380292e+01 4.773602e+00 1.506248e+00 4.334390e-01 1.137037e-01
 [8,] 2.586808e+01 9.538221e+00 3.210215e+00 9.856992e-01 2.759999e-01
 [9,] 4.171955e+01 1.639419e+01 5.883221e+00 1.926941e+00 5.757508e-01
[10,] 5.792563e+01 2.424751e+01 9.274146e+00 3.239039e+00 1.032410e+00
[11,] 6.927166e+01 3.087299e+01 1.257977e+01 4.683114e+00 1.591825e+00
[12,] 7.139409e+01 3.385998e+01 1.469171e+01 5.827612e+00 2.111776e+00
[13,] 6.351208e+01 3.204294e+01 1.480210e+01 6.255925e+00 2.417357e+00
[14,] 4.915244e+01 2.640906e+01 1.301120e+01 5.874756e+00 2.430028e+00
[15,] 3.481818e+01 2.012980e+01 1.072421e+01 5.268605e+00 2.389947e+00
[16,] 2.949513e+01 1.912741e+01 1.157075e+01 6.542804e+00 3.465023e+00
[17,] 4.938022e+01 3.643219e+01 2.516648e+01 1.628070e+01 9.860379e+00
[18,] 1.312283e+02 1.043329e+02 7.759544e+01 5.397268e+01 3.509216e+01
[19,] 3.533479e+02 2.959978e+02 2.320498e+02 1.701573e+02 1.166524e+02
[20,] 8.536961e+02 7.494391e+02 6.164160e+02 4.745272e+02 3.416979e+02
[21,] 1.822079e+03 1.671236e+03 1.438738e+03 1.160442e+03 8.761069e+02
[22,] 3.441545e+03 3.287634e+03 2.954834e+03 2.491976e+03 1.969094e+03
[23,] 5.780162e+03 5.729880e+03 5.360067e+03 4.714853e+03 3.891146e+03
[24,] 8.685342e+03 8.897152e+03 8.630523e+03 7.893457e+03 6.786422e+03
[25,] 1.176916e+04 1.239708e+04 1.241334e+04 1.175795e+04 1.049610e+04
[26,] 1.454325e+04 1.565315e+04 1.608553e+04 1.569839e+04 1.448653e+04
[27,] 1.665608e+04 1.816079e+04 1.900603e+04 1.898045e+04 1.799840e+04
[28,] 1.807188e+04 1.973479e+04 2.082239e+04 2.108645e+04 2.038172e+04
[29,] 1.902951e+04 2.055044e+04 2.160537e+04 2.194519e+04 2.140258e+04
[30,] 1.978772e+04 2.092406e+04 2.169085e+04 2.186357e+04 2.128436e+04
[31,] 2.037315e+04 2.101349e+04 2.135653e+04 2.121314e+04 2.044712e+04
[32,] 2.056167e+04 2.070859e+04 2.062076e+04 2.014813e+04 1.917348e+04
[33,] 2.009028e+04 1.979472e+04 1.933128e+04 1.859668e+04 1.749150e+04
[34,] 1.887552e+04 1.819785e+04 1.741659e+04 1.648729e+04 1.533917e+04
[35,] 1.705621e+04 1.607265e+04 1.503057e+04 1.394719e+04 1.279552e+04
[36,] 1.489091e+04 1.370185e+04 1.247876e+04 1.128339e+04 1.013437e+04
[37,] 1.264458e+04 1.135456e+04 1.005118e+04 8.811326e+03 7.681513e+03
[38,] 1.053197e+04 9.220393e+03 7.926421e+03 6.719657e+03 5.649470e+03
[39,] 8.703678e+03 7.413251e+03 6.179821e+03 5.060155e+03 4.090536e+03
[40,] 7.250224e+03 5.993155e+03 4.829424e+03 3.809708e+03 2.955313e+03
[41,] 6.206125e+03 4.978928e+03 3.866239e+03 2.924420e+03 2.167263e+03
[42,] 5.539423e+03 4.344990e+03 3.259390e+03 2.358071e+03 1.659521e+03
[43,] 5.138860e+03 4.008289e+03 2.945679e+03 2.056027e+03 1.376364e+03
[44,] 4.832799e+03 3.829098e+03 2.821009e+03 1.943046e+03 1.260771e+03
[45,] 4.448705e+03 3.644980e+03 2.752661e+03 1.921463e+03 1.245113e+03
[46,] 3.881074e+03 3.326744e+03 2.615331e+03 1.888044e+03 1.254172e+03
[47,] 3.129306e+03 2.825370e+03 2.333282e+03 1.763365e+03 1.220643e+03
[48,] 2.287997e+03 2.184992e+03 1.905556e+03 1.517957e+03 1.104952e+03
[49,] 1.494773e+03 1.514189e+03 1.399306e+03 1.179810e+03 9.077632e+02
[50,] 8.626651e+02 9.289367e+02 9.118854e+02 8.160591e+02 6.658668e+02
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 3.676877e-06 5.384844e-07 7.178458e-08 8.710019e-09 9.618632e-10
 [2,] 2.375068e-05 3.717079e-06 5.295695e-07 6.867519e-08 8.105954e-09
 [3,] 1.317244e-04 2.202885e-05 3.353898e-06 4.648301e-07 5.863959e-08
 [4,] 6.273094e-04 1.120907e-04 1.823617e-05 2.700972e-06 3.641568e-07
 [5,] 2.565435e-03 4.897415e-04 8.513347e-05 1.347407e-05 1.941395e-06
 [6,] 9.010488e-03 1.837470e-03 3.412560e-04 5.771054e-05 8.885627e-06
 [7,] 2.718293e-02 5.920706e-03 1.174652e-03 2.122360e-04 3.491688e-05
 [8,] 7.044751e-02 1.638616e-02 3.472402e-03 6.702326e-04 1.178107e-04
 [9,] 1.568659e-01 3.895757e-02 8.816431e-03 1.817679e-03 3.413283e-04
[10,] 3.001726e-01 7.957784e-02 1.922929e-02 4.234018e-03 8.492834e-04
[11,] 4.937627e-01 1.397007e-01 3.603820e-02 8.473488e-03 1.815405e-03
[12,] 6.986912e-01 2.109497e-01 5.809532e-02 1.458863e-02 3.339462e-03
[13,] 8.535319e-01 2.752494e-01 8.104284e-02 2.178194e-02 5.343869e-03
[14,] 9.207160e-01 3.195970e-01 1.016870e-01 2.968354e-02 7.960973e-03
[15,] 1.002871e+00 3.902018e-01 1.411545e-01 4.760518e-02 1.500376e-02
[16,] 1.720885e+00 8.016825e-01 3.499521e-01 1.428233e-01 5.432709e-02
[17,] 5.584191e+00 2.950947e+00 1.451054e+00 6.618337e-01 2.790973e-01
[18,] 2.130306e+01 1.205169e+01 6.337823e+00 3.089383e+00 1.391738e+00
[19,] 7.470149e+01 4.461651e+01 2.479991e+01 1.279505e+01 6.109747e+00
[20,] 2.299930e+02 1.445327e+02 8.464686e+01 4.609117e+01 2.326994e+01
[21,] 6.187056e+02 4.083224e+02 2.514700e+02 1.442270e+02 7.683997e+01
[22,] 1.456520e+03 1.007724e+03 6.513977e+02 3.927363e+02 2.203626e+02
[23,] 3.009099e+03 2.178511e+03 1.475146e+03 9.329942e+02 5.501415e+02
[24,] 5.474472e+03 4.138687e+03 2.929528e+03 1.939416e+03 1.198996e+03
[25,] 8.807672e+03 6.936048e+03 5.120276e+03 3.539696e+03 2.288689e+03
[26,] 1.259887e+04 1.030293e+04 7.910118e+03 5.695105e+03 3.840866e+03
[27,] 1.614134e+04 1.364937e+04 1.085969e+04 8.116915e+03 5.692448e+03
[28,] 1.871699e+04 1.626932e+04 1.334729e+04 1.031289e+04 7.492592e+03
[29,] 1.993964e+04 1.767017e+04 1.484271e+04 1.178466e+04 8.824634e+03
[30,] 1.990367e+04 1.779911e+04 1.516430e+04 1.226908e+04 9.401226e+03
[31,] 1.901597e+04 1.698718e+04 1.452448e+04 1.185100e+04 9.202620e+03
[32,] 1.765692e+04 1.565835e+04 1.332591e+04 1.085724e+04 8.452371e+03
[33,] 1.596628e+04 1.405580e+04 1.188145e+04 9.618985e+03 7.449045e+03
[34,] 1.391371e+04 1.220673e+04 1.029018e+04 8.299139e+03 6.390737e+03
[35,] 1.152535e+04 1.010127e+04 8.537402e+03 6.907810e+03 5.325922e+03
[36,] 9.008244e+03 7.862588e+03 6.669959e+03 5.443337e+03 4.238314e+03
[37,] 6.667245e+03 5.739517e+03 4.857236e+03 3.993891e+03 3.153670e+03
[38,] 4.735487e+03 3.965236e+03 3.303663e+03 2.711515e+03 2.163292e+03
[39,] 3.286416e+03 2.641329e+03 2.129676e+03 1.715650e+03 1.365564e+03
[40,] 2.267687e+03 1.734414e+03 1.332524e+03 1.032299e+03 8.030781e+02
[41,] 1.582628e+03 1.146506e+03 8.310534e+02 6.081568e+02 4.514767e+02
[42,] 1.145275e+03 7.809260e+02 5.303684e+02 3.622387e+02 2.513325e+02
[43,] 8.933122e+02 5.683168e+02 3.581228e+02 2.258576e+02 1.441826e+02
[44,] 7.783975e+02 4.629032e+02 2.688400e+02 1.546878e+02 8.946133e+01
[45,] 7.537248e+02 4.300168e+02 2.339987e+02 1.233113e+02 6.407362e+01
[46,] 7.689537e+02 4.371605e+02 2.320292e+02 1.161283e+02 5.558800e+01
[47,] 7.749990e+02 4.522394e+02 2.432911e+02 1.212310e+02 5.636030e+01
[48,] 7.354386e+02 4.479824e+02 2.500658e+02 1.281652e+02 6.049250e+01
[49,] 6.375837e+02 4.089774e+02 2.397287e+02 1.285170e+02 6.308718e+01
[50,] 4.954772e+02 3.363117e+02 2.082971e+02 1.177677e+02 6.081437e+01
             [,47]        [,48]        [,49]        [,50]
 [1,] 9.667070e-11 8.841848e-12 7.359494e-13 5.574350e-14
 [2,] 8.707892e-10 8.513395e-11 7.574618e-12 6.132952e-13
 [3,] 6.733064e-09 7.036104e-10 6.691656e-11 5.791581e-12
 [4,] 4.468955e-08 4.991617e-09 5.074282e-10 4.694436e-11
 [5,] 2.546285e-07 3.039775e-08 3.302883e-09 3.266151e-10
 [6,] 1.245469e-06 1.589084e-07 1.845443e-08 1.950585e-09
 [7,] 5.230021e-06 7.131381e-07 8.851379e-08 9.999552e-09
 [8,] 1.885571e-05 2.747528e-06 3.644520e-07 4.400453e-08
 [9,] 5.836898e-05 9.088229e-06 1.288290e-06 1.662413e-07
[10,] 1.551581e-04 2.581311e-05 3.910138e-06 5.392337e-07
[11,] 3.543212e-04 6.298664e-05 1.019684e-05 1.503136e-06
[12,] 6.966864e-04 1.324450e-04 2.294291e-05 3.621484e-06
[13,] 1.196898e-03 2.448263e-04 4.576532e-05 7.825389e-06
[14,] 1.965428e-03 4.477670e-04 9.440763e-05 1.847878e-05
[15,] 4.425894e-03 1.222359e-03 3.157553e-04 7.611756e-05
[16,] 1.919125e-02 6.273092e-03 1.890987e-03 5.241443e-04
[17,] 1.084897e-01 3.876914e-02 1.270775e-02 3.813620e-03
[18,] 5.777939e-01 2.205067e-01 7.719079e-02 2.474170e-02
[19,] 2.692489e+00 1.092157e+00 4.068244e-01 1.388887e-01
[20,] 1.086172e+01 4.674391e+00 1.850043e+00 6.719265e-01
[21,] 3.792210e+01 1.728740e+01 7.259963e+00 2.801976e+00
[22,] 1.147655e+02 5.532156e+01 2.461343e+01 1.008130e+01
[23,] 3.017084e+02 1.534750e+02 7.220940e+01 3.133720e+01
[24,] 6.907892e+02 3.699694e+02 1.836843e+02 8.430082e+01
[25,] 1.381703e+03 7.771244e+02 4.061435e+02 1.966768e+02
[26,] 2.422989e+03 1.427101e+03 7.829217e+02 3.989931e+02
[27,] 3.741010e+03 2.300229e+03 1.320562e+03 7.061080e+02
[28,] 5.111495e+03 3.269589e+03 1.957463e+03 1.094422e+03
[29,] 6.221305e+03 4.122649e+03 2.563563e+03 1.492834e+03
[30,] 6.806764e+03 4.647453e+03 2.986699e+03 1.803044e+03
[31,] 6.783908e+03 4.736328e+03 3.124875e+03 1.944001e+03
[32,] 6.275723e+03 4.435026e+03 2.976551e+03 1.892711e+03
[33,] 5.514663e+03 3.900290e+03 2.632315e+03 1.692293e+03
[34,] 4.697672e+03 3.298812e+03 2.214807e+03 1.421987e+03
[35,] 3.905406e+03 2.724857e+03 1.812452e+03 1.152060e+03
[36,] 3.131827e+03 2.191500e+03 1.453117e+03 9.154752e+02
[37,] 2.368868e+03 1.682245e+03 1.126368e+03 7.113693e+02
[38,] 1.655524e+03 1.202302e+03 8.227228e+02 5.286359e+02
[39,] 1.057767e+03 7.855178e+02 5.525554e+02 3.651958e+02
[40,] 6.196182e+02 4.661205e+02 3.361908e+02 2.293820e+02
[41,] 3.386114e+02 2.530551e+02 1.848676e+02 1.295673e+02
[42,] 1.781910e+02 1.285615e+02 9.295375e+01 6.592090e+01
[43,] 9.424681e+01 6.351973e+01 4.395340e+01 3.069550e+01
[44,] 5.277034e+01 3.219517e+01 2.048805e+01 1.353868e+01
[45,] 3.348669e+01 1.796946e+01 1.009193e+01 6.001347e+00
[46,] 2.594266e+01 1.209626e+01 5.798004e+00 2.939792e+00
[47,] 2.471994e+01 1.040392e+01 4.307770e+00 1.816072e+00
[48,] 2.641752e+01 1.075596e+01 4.134425e+00 1.531777e+00
[49,] 2.840837e+01 1.176831e+01 4.505923e+00 1.607527e+00
[50,] 2.870434e+01 1.239713e+01 4.907413e+00 1.785356e+00

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

Call:
lm(formula = z ~ x)

Coefficients:
(Intercept)            x  
    7.39118      0.04425  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/11utx1226592460.ps tmp/11utx1226592460.png")
> system("convert tmp/2msk81226592460.ps tmp/2msk81226592460.png")
> system("convert tmp/35zb91226592460.ps tmp/35zb91226592460.png")
> system("convert tmp/4indq1226592460.ps tmp/4indq1226592460.png")
> system("convert tmp/542db1226592460.ps tmp/542db1226592460.png")
> system("convert tmp/63t451226592460.ps tmp/63t451226592460.png")
> system("convert tmp/7lmbw1226592460.ps tmp/7lmbw1226592460.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.223   1.333   3.504