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(2173,2363,2126,1905,2121,1983,1734,2074,2049,2406,2558,2251,2059,2397,1747,1707,2319,1631,1627,1791,2034,1997,2169,2028,2253,2218,1855,2187,1852,1570,1851,1954,1828,2251,2277,2085,2282,2266,1878,2267,2069,1746,2299,2360,2214,2825,2355,2333,3016,2155,2172,2150,2533,2058,2160,2259,2498,2695,2799,2945,2930,2318,2540,2570,2669,2450,2842,3439,2677,2979,2257,2842,2546,2455,2293,2379,2478,2054,2272,2351,2271,2542,2304,2194,2722,2395,2146,1894,2548,2087,2063,2481,2476,2212,2834,2148,2598)
> y <- c(582,552,436,602,640,551,421,382,382,427,542,708,465,474,371,463,515,509,380,313,313,359,427,415,402,388,353,464,429,398,291,272,241,288,365,312,325,346,282,362,369,340,308,294,306,328,351,366,350,356,295,359,380,360,336,299,262,299,313,357,356,368,284,338,352,342,315,277,317,291,326,353,371,356,274,352,347,345,336,276,312,330,325,328,332,341,316,377,380,373,346,272,283,302,301,303,320)
> x <- c(572,582,574,461,576,460,455,444,488,513,468,488,536,486,460,376,503,369,353,359,400,374,430,433,418,438,389,368,386,261,294,263,293,303,326,314,332,347,290,340,371,340,376,322,364,379,343,358,433,344,357,385,392,308,294,300,302,400,392,373,379,303,324,353,392,327,376,329,359,413,338,421,390,370,366,405,418,346,349,326,318,379,336,372,420,425,422,396,457,313,334,384,342,385,435,405,454)
> 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/1fz231226419515.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/2z33b1226419515.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/36lgw1226419515.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/48hpl1226419515.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/59w731226419515.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  
    45.8772       0.8274  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/61m2l1226419515.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] 211.9376 222.6544 233.3713 244.0881 254.8049 265.5218 276.2386 286.9554
 [9] 297.6723 308.3891 319.1059 329.8228 340.5396 351.2564 361.9733 372.6901
[17] 383.4069 394.1238 404.8406 415.5574 426.2743 436.9911 447.7079 458.4248
[25] 469.1416 479.8584 490.5752 501.2921 512.0089 522.7257 533.4426 544.1594
[33] 554.8762 565.5931 576.3099 587.0267 597.7436 608.4604 619.1772 629.8941
[41] 640.6109 651.3277 662.0446 672.7614 683.4782 694.1951 704.9119 715.6287
[49] 726.3456 737.0624

$yords
 [1] 1389.408 1434.922 1480.436 1525.950 1571.464 1616.978 1662.492 1708.006
 [9] 1753.520 1799.034 1844.548 1890.061 1935.575 1981.089 2026.603 2072.117
[17] 2117.631 2163.145 2208.659 2254.173 2299.687 2345.201 2390.715 2436.229
[25] 2481.743 2527.257 2572.771 2618.285 2663.799 2709.313 2754.827 2800.341
[33] 2845.855 2891.369 2936.883 2982.397 3027.911 3073.425 3118.939 3164.452
[41] 3209.966 3255.480 3300.994 3346.508 3392.022 3437.536 3483.050 3528.564
[49] 3574.078 3619.592

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.181795e-08 5.445590e-08 2.156513e-07 7.339577e-07 2.146901e-06
 [2,] 4.031297e-08 1.762170e-07 6.620376e-07 2.137824e-06 5.934040e-06
 [3,] 9.949160e-08 4.127000e-07 1.471675e-06 4.512242e-06 1.189849e-05
 [4,] 1.780413e-07 7.017284e-07 2.379567e-06 6.946331e-06 1.747118e-05
 [5,] 2.331543e-07 8.775139e-07 2.849716e-06 7.999812e-06 1.946418e-05
 [6,] 2.324183e-07 8.509745e-07 2.712725e-06 7.562041e-06 1.853158e-05
 [7,] 2.056424e-07 7.706979e-07 2.550449e-06 7.474016e-06 1.942872e-05
 [8,] 2.300539e-07 9.128937e-07 3.178516e-06 9.694148e-06 2.585489e-05
 [9,] 3.732479e-07 1.464800e-06 4.978664e-06 1.465074e-05 3.732449e-05
[10,] 6.729114e-07 2.482249e-06 7.898050e-06 2.168307e-05 5.139082e-05
[11,] 1.165406e-06 4.004519e-06 1.186314e-05 3.031012e-05 6.684006e-05
[12,] 1.964882e-06 6.259307e-06 1.724347e-05 4.109313e-05 8.479932e-05
[13,] 3.523291e-06 1.021355e-05 2.581187e-05 5.690509e-05 1.096120e-04
[14,] 7.304406e-06 1.887432e-05 4.283922e-05 8.565053e-05 1.514143e-04
[15,] 1.635492e-05 3.787244e-05 7.704184e-05 1.384347e-04 2.212719e-04
[16,] 3.356816e-05 7.092724e-05 1.311648e-04 2.136347e-04 3.091628e-04
[17,] 5.667000e-05 1.106294e-04 1.883619e-04 2.814451e-04 3.725052e-04
[18,] 7.521830e-05 1.367828e-04 2.165934e-04 3.006528e-04 3.698183e-04
[19,] 7.707624e-05 1.317446e-04 1.966086e-04 2.587468e-04 3.052330e-04
[20,] 6.054611e-05 9.875049e-05 1.423552e-04 1.848472e-04 2.221293e-04
[21,] 3.673947e-05 5.896601e-05 8.626709e-05 1.185778e-04 1.574572e-04
[22,] 1.811041e-05 3.063901e-05 4.969697e-05 7.862741e-05 1.205974e-04
[23,] 8.784349e-06 1.768585e-05 3.456184e-05 6.376970e-05 1.079094e-04
[24,] 6.206528e-06 1.511575e-05 3.327835e-05 6.488536e-05 1.108546e-04
[25,] 6.684280e-06 1.691538e-05 3.713997e-05 7.050703e-05 1.155961e-04
[26,] 8.390648e-06 2.037131e-05 4.256781e-05 7.654166e-05 1.184521e-04
[27,] 1.188951e-05 2.721110e-05 5.353846e-05 9.056182e-05 1.317210e-04
[28,] 1.773415e-05 3.828881e-05 7.105106e-05 1.133232e-04 1.553648e-04
[29,] 2.305164e-05 4.710444e-05 8.272355e-05 1.248564e-04 1.619684e-04
[30,] 2.308932e-05 4.472285e-05 7.444735e-05 1.065084e-04 1.309742e-04
[31,] 1.703370e-05 3.128951e-05 4.939743e-05 6.703306e-05 7.823548e-05
[32,] 9.132074e-06 1.591165e-05 2.383247e-05 3.070934e-05 3.414756e-05
[33,] 3.544944e-06 5.861016e-06 8.340063e-06 1.025845e-05 1.109077e-05
[34,] 9.960115e-07 1.566103e-06 2.135839e-06 2.592852e-06 3.054062e-06
[35,] 2.038545e-07 3.114621e-07 4.403027e-07 6.673551e-07 1.316030e-06
[36,] 3.368923e-08 6.434442e-08 1.584648e-07 4.957277e-07 1.611476e-06
[37,] 1.166493e-08 4.911566e-08 2.082599e-07 7.966864e-07 2.653610e-06
[38,] 1.468311e-08 7.248351e-08 3.103447e-07 1.144664e-06 3.630721e-06
[39,] 1.822534e-08 8.634345e-08 3.516903e-07 1.231249e-06 3.704863e-06
[40,] 1.671965e-08 7.517145e-08 2.904655e-07 9.646466e-07 2.753745e-06
[41,] 1.111504e-08 4.740414e-08 1.737668e-07 5.475682e-07 1.483939e-06
[42,] 5.344982e-09 2.162722e-08 7.524034e-08 2.252135e-07 5.809814e-07
[43,] 1.859324e-09 7.142860e-09 2.362632e-08 6.747028e-08 1.674470e-07
[44,] 4.685505e-10 1.713960e-09 5.428570e-09 1.504396e-08 3.734054e-08
[45,] 8.605052e-11 3.031882e-10 9.445974e-10 2.693350e-09 7.448045e-09
[46,] 1.178995e-11 4.171470e-11 1.390644e-10 4.662023e-10 1.638250e-09
[47,] 1.307106e-12 5.200057e-12 2.143737e-11 9.235721e-11 3.955959e-10
[48,] 1.424322e-13 7.272404e-13 3.818835e-12 1.953572e-11 9.423193e-11
[49,] 1.853738e-14 1.212002e-13 7.853822e-13 5.046779e-12 3.251547e-11
[50,] 3.464745e-15 3.210910e-14 3.000306e-13 2.706614e-12 2.253464e-11
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.397509e-06 1.166394e-05 2.166795e-05 3.460965e-05 4.754767e-05
 [2,] 1.416042e-05 2.905655e-05 5.128749e-05 7.791862e-05 1.019938e-04
 [3,] 2.699585e-05 5.273602e-05 8.879919e-05 1.291188e-04 1.625984e-04
 [4,] 3.791302e-05 7.113190e-05 1.157572e-04 1.641882e-04 2.044098e-04
 [5,] 4.120086e-05 7.627039e-05 1.243313e-04 1.799951e-04 2.335825e-04
 [6,] 4.016105e-05 7.743264e-05 1.335144e-04 2.066033e-04 2.872899e-04
 [7,] 4.481857e-05 9.167310e-05 1.659963e-04 2.656195e-04 3.751929e-04
 [8,] 6.021340e-05 1.223293e-04 2.167392e-04 3.352074e-04 4.539668e-04
 [9,] 8.234566e-05 1.574572e-04 2.614303e-04 3.783637e-04 4.813442e-04
[10,] 1.052514e-04 1.866026e-04 2.874025e-04 3.874186e-04 4.644688e-04
[11,] 1.273975e-04 2.104585e-04 3.030612e-04 3.850402e-04 4.427296e-04
[12,] 1.518525e-04 2.369789e-04 3.250429e-04 3.985665e-04 4.515235e-04
[13,] 1.850689e-04 2.755584e-04 3.659315e-04 4.424574e-04 5.047837e-04
[14,] 2.379573e-04 3.352508e-04 4.292789e-04 5.110425e-04 5.857237e-04
[15,] 3.175023e-04 4.141072e-04 4.997625e-04 5.728305e-04 6.460969e-04
[16,] 4.024281e-04 4.793636e-04 5.354099e-04 5.796961e-04 6.331764e-04
[17,] 4.429896e-04 4.836497e-04 5.003056e-04 5.114475e-04 5.407088e-04
[18,] 4.101273e-04 4.210894e-04 4.155464e-04 4.124286e-04 4.291494e-04
[19,] 3.308056e-04 3.402926e-04 3.441054e-04 3.519675e-04 3.705184e-04
[20,] 2.548423e-04 2.861322e-04 3.173206e-04 3.465428e-04 3.718329e-04
[21,] 2.044455e-04 2.575962e-04 3.098163e-04 3.517373e-04 3.775181e-04
[22,] 1.754136e-04 2.366803e-04 2.925260e-04 3.308388e-04 3.461625e-04
[23,] 1.641997e-04 2.226234e-04 2.687866e-04 2.912051e-04 2.887260e-04
[24,] 1.652612e-04 2.150204e-04 2.452578e-04 2.482017e-04 2.294669e-04
[25,] 1.637232e-04 2.007251e-04 2.142002e-04 2.019862e-04 1.752945e-04
[26,] 1.578752e-04 1.815764e-04 1.812457e-04 1.597526e-04 1.306589e-04
[27,] 1.648171e-04 1.776734e-04 1.657856e-04 1.359261e-04 1.024956e-04
[28,] 1.831415e-04 1.857800e-04 1.626512e-04 1.241160e-04 8.522380e-05
[29,] 1.806223e-04 1.732736e-04 1.433497e-04 1.032013e-04 6.673085e-05
[30,] 1.385030e-04 1.261819e-04 9.973997e-05 7.023545e-05 4.806317e-05
[31,] 7.871158e-05 6.887443e-05 5.418472e-05 4.257358e-05 4.087171e-05
[32,] 3.316222e-05 2.938723e-05 2.704432e-05 3.168692e-05 4.808973e-05
[33,] 1.118104e-05 1.230175e-05 1.781191e-05 3.205730e-05 5.850429e-05
[34,] 4.219839e-06 7.788577e-06 1.666443e-05 3.436172e-05 6.302546e-05
[35,] 3.268890e-06 8.350612e-06 1.940772e-05 3.941732e-05 6.931082e-05
[36,] 4.784352e-06 1.241450e-05 2.782623e-05 5.376309e-05 8.967478e-05
[37,] 7.622608e-06 1.884038e-05 4.005981e-05 7.333476e-05 1.158235e-04
[38,] 9.899916e-06 2.320723e-05 4.678814e-05 8.120301e-05 1.215758e-04
[39,] 9.582528e-06 2.130990e-05 4.077048e-05 6.720637e-05 9.577866e-05
[40,] 6.759074e-06 1.427465e-05 2.598394e-05 4.093560e-05 5.636101e-05
[41,] 3.462243e-06 6.972348e-06 1.219468e-05 1.879239e-05 2.631248e-05
[42,] 1.296981e-06 2.530101e-06 4.408355e-06 7.162516e-06 1.156536e-05
[43,] 3.667076e-07 7.319770e-07 1.408525e-06 2.782297e-06 5.751685e-06
[44,] 8.685715e-08 2.019548e-07 4.913133e-07 1.228226e-06 2.964313e-06
[45,] 2.123777e-08 6.328643e-08 1.877355e-07 5.204532e-07 1.293033e-06
[46,] 5.894986e-09 2.040671e-08 6.454972e-08 1.820490e-07 4.569177e-07
[47,] 1.590961e-09 5.831037e-09 1.949172e-08 6.093655e-08 1.848163e-07
[48,] 4.301582e-10 1.909468e-09 8.426999e-09 3.664850e-08 1.514594e-07
[49,] 2.078011e-10 1.269948e-09 7.121513e-09 3.555279e-08 1.552473e-07
[50,] 1.675726e-10 1.091786e-09 6.170302e-09 3.010081e-08 1.264549e-07
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.621643e-05 5.725670e-05 5.032088e-05 3.827152e-05 2.531365e-05
 [2,] 1.152246e-04 1.126626e-04 9.578237e-05 7.133405e-05 4.709530e-05
 [3,] 1.781557e-04 1.710519e-04 1.454184e-04 1.110393e-04 7.761666e-05
 [4,] 2.255298e-04 2.231763e-04 2.006888e-04 1.661152e-04 1.284907e-04
 [5,] 2.740830e-04 2.926464e-04 2.854097e-04 2.555367e-04 2.139141e-04
 [6,] 3.588103e-04 4.022685e-04 4.061263e-04 3.749563e-04 3.308131e-04
 [7,] 4.682614e-04 5.193198e-04 5.203987e-04 4.903954e-04 4.687184e-04
 [8,] 5.425786e-04 5.827113e-04 5.844609e-04 5.864531e-04 6.372335e-04
 [9,] 5.480892e-04 5.797972e-04 6.079433e-04 6.810445e-04 8.385509e-04
[10,] 5.120442e-04 5.511549e-04 6.246708e-04 7.755677e-04 1.022653e-03
[11,] 4.837164e-04 5.398520e-04 6.533803e-04 8.543048e-04 1.143109e-03
[12,] 4.994982e-04 5.765766e-04 7.187879e-04 9.440784e-04 1.240874e-03
[13,] 5.720521e-04 6.766454e-04 8.472431e-04 1.090734e-03 1.384471e-03
[14,] 6.750588e-04 8.087348e-04 1.007108e-03 1.264711e-03 1.546789e-03
[15,] 7.443807e-04 8.935928e-04 1.104257e-03 1.358521e-03 1.612319e-03
[16,] 7.215134e-04 8.639840e-04 1.060784e-03 1.285446e-03 1.491811e-03
[17,] 6.088237e-04 7.261809e-04 8.856142e-04 1.059484e-03 1.208436e-03
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[29,] 4.447515e-16 2.557222e-17 1.263619e-18 5.366026e-20 1.958332e-21
[30,] 3.375723e-16 1.841045e-17 8.628974e-19 3.475700e-20 1.203157e-21
[31,] 1.852411e-16 9.582561e-18 4.260131e-19 1.627619e-20 5.344163e-22
[32,] 7.349008e-17 3.605950e-18 1.520575e-19 5.510415e-21 1.716161e-22
[33,] 2.107857e-17 9.810222e-19 3.923862e-20 1.348767e-21 3.984348e-23
[34,] 4.370938e-18 1.929563e-19 7.320497e-21 2.386769e-22 6.687710e-24
[35,] 6.552834e-19 2.743848e-20 9.873895e-22 3.053549e-23 8.115565e-25
[36,] 7.102390e-20 2.820864e-21 9.628468e-23 2.824362e-24 7.120014e-26
[37,] 5.565461e-21 2.096647e-22 6.788084e-24 1.888674e-25 4.516107e-27
[38,] 3.152985e-22 1.126658e-23 3.459874e-25 9.130957e-27 2.070952e-28
[39,] 1.292400e-23 4.379777e-25 1.275605e-26 3.192844e-28 6.868225e-30
[40,] 4.142641e-25 1.312953e-26 3.585023e-28 8.429851e-30 1.706443e-31
[41,] 8.083739e-26 2.057294e-27 4.519526e-29 8.576470e-31 1.406942e-32
[42,] 1.198792e-25 2.829888e-27 5.741321e-29 1.001098e-30 1.500271e-32
[43,] 1.427097e-25 3.194650e-27 6.145919e-29 1.016118e-30 1.443762e-32
[44,] 1.229518e-25 2.610661e-27 4.763867e-29 7.470719e-31 1.006836e-32
[45,] 7.658463e-26 1.542424e-27 2.669683e-29 3.971085e-31 5.076358e-33
[46,] 3.448811e-26 6.588376e-28 1.081636e-29 1.526080e-31 1.850406e-33
[47,] 1.122841e-26 2.034576e-28 3.168278e-30 4.240003e-32 4.876438e-34
[48,] 2.642944e-27 4.542452e-29 6.709442e-31 8.516793e-33 9.290933e-35
[49,] 4.497578e-28 7.332092e-30 1.027237e-31 1.236822e-33 1.279785e-35
[50,] 5.533379e-29 8.556307e-31 1.137040e-32 1.298551e-34 1.274488e-36

> 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  
   2632.006       -0.966  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7orh11226419515.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] 222.3659 230.4938 238.6217 246.7496 254.8776 263.0055 271.1334 279.2613
 [9] 287.3893 295.5172 303.6451 311.7730 319.9009 328.0289 336.1568 344.2847
[17] 352.4126 360.5406 368.6685 376.7964 384.9243 393.0523 401.1802 409.3081
[25] 417.4360 425.5640 433.6919 441.8198 449.9477 458.0757 466.2036 474.3315
[33] 482.4594 490.5874 498.7153 506.8432 514.9711 523.0991 531.2270 539.3549
[41] 547.4828 555.6107 563.7387 571.8666 579.9945 588.1224 596.2504 604.3783
[49] 612.5062 620.6341

$yords
 [1] 1389.408 1434.922 1480.436 1525.950 1571.464 1616.978 1662.492 1708.006
 [9] 1753.520 1799.034 1844.548 1890.061 1935.575 1981.089 2026.603 2072.117
[17] 2117.631 2163.145 2208.659 2254.173 2299.687 2345.201 2390.715 2436.229
[25] 2481.743 2527.257 2572.771 2618.285 2663.799 2709.313 2754.827 2800.341
[33] 2845.855 2891.369 2936.883 2982.397 3027.911 3073.425 3118.939 3164.452
[41] 3209.966 3255.480 3300.994 3346.508 3392.022 3437.536 3483.050 3528.564
[49] 3574.078 3619.592

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.608026e-05 2.533360e-05 3.462885e-05 4.118288e-05 4.291656e-05
 [2,] 2.371794e-05 3.774322e-05 5.214137e-05 6.274893e-05 6.634784e-05
 [3,] 3.165309e-05 5.088852e-05 7.108052e-05 8.664147e-05 9.313862e-05
 [4,] 3.822731e-05 6.210738e-05 8.776627e-05 1.084991e-04 1.189052e-04
 [5,] 4.179241e-05 6.864748e-05 9.823325e-05 1.233949e-04 1.383753e-04
 [6,] 4.139718e-05 6.879766e-05 9.983257e-05 1.277751e-04 1.473637e-04
 [7,] 3.724428e-05 6.270674e-05 9.249009e-05 1.211178e-04 1.446429e-04
 [8,] 3.064987e-05 5.241686e-05 7.890857e-05 1.064029e-04 1.327452e-04
 [9,] 2.354067e-05 4.111151e-05 6.362933e-05 8.917968e-05 1.173416e-04
[10,] 1.778813e-05 3.202999e-05 5.152304e-05 7.580803e-05 1.056118e-04
[11,] 1.470522e-05 2.758314e-05 4.645242e-05 7.172562e-05 1.043492e-04
[12,] 1.484155e-05 2.892244e-05 5.050030e-05 8.024915e-05 1.183224e-04
[13,] 1.800274e-05 3.587402e-05 6.369455e-05 1.019177e-04 1.490378e-04
[14,] 2.335960e-05 4.704054e-05 8.400227e-05 1.342093e-04 1.939476e-04
[15,] 2.959710e-05 6.000853e-05 1.075487e-04 1.716720e-04 2.463417e-04
[16,] 3.514882e-05 7.175749e-05 1.292366e-04 2.067444e-04 2.963113e-04
[17,] 3.855394e-05 7.934628e-05 1.438936e-04 2.314422e-04 3.329566e-04
[18,] 3.886712e-05 8.074731e-05 1.477410e-04 2.396076e-04 3.474184e-04
[19,] 3.595207e-05 7.549659e-05 1.396229e-04 2.289120e-04 3.357103e-04
[20,] 3.050131e-05 6.482534e-05 1.213951e-04 2.016861e-04 3.001470e-04
[21,] 2.375583e-05 5.117719e-05 9.723311e-05 1.641205e-04 2.486616e-04
[22,] 1.705802e-05 3.733621e-05 7.217126e-05 1.241702e-04 1.922585e-04
[23,] 1.144578e-05 2.557188e-05 5.054663e-05 8.910826e-05 1.416917e-04
[24,] 7.442076e-06 1.713616e-05 3.496813e-05 6.370154e-05 1.046659e-04
[25,] 5.066463e-06 1.220741e-05 2.605247e-05 4.949926e-05 8.436563e-05
[26,] 3.989718e-06 1.015484e-05 2.277557e-05 4.513243e-05 7.940652e-05
[27,] 3.726145e-06 9.923213e-06 2.312420e-05 4.723191e-05 8.486317e-05
[28,] 3.794750e-06 1.039436e-05 2.479846e-05 5.160986e-05 9.398512e-05
[29,] 3.827035e-06 1.066534e-05 2.583339e-05 5.446780e-05 1.002476e-04
[30,] 3.620946e-06 1.021931e-05 2.504702e-05 5.339149e-05 9.925037e-05
[31,] 3.142477e-06 8.966695e-06 2.221245e-05 4.784136e-05 8.982307e-05
[32,] 2.480713e-06 7.152412e-06 1.790146e-05 3.895137e-05 7.387281e-05
[33,] 1.775981e-06 5.173099e-06 1.308019e-05 2.875231e-05 5.508976e-05
[34,] 1.151863e-06 3.389432e-06 8.657871e-06 1.922714e-05 3.722367e-05
[35,] 6.765589e-07 2.011144e-06 5.189923e-06 1.164535e-05 2.278651e-05
[36,] 3.598326e-07 1.080590e-06 2.817395e-06 6.388812e-06 1.264148e-05
[37,] 1.732917e-07 5.257677e-07 1.385267e-06 3.176136e-06 6.362872e-06
[38,] 7.557193e-08 2.316931e-07 6.171772e-07 1.432441e-06 2.913752e-06
[39,] 2.984866e-08 9.251561e-08 2.494447e-07 5.877537e-07 1.222430e-06
[40,] 1.068244e-08 3.351265e-08 9.172949e-08 2.210151e-07 4.780301e-07
[41,] 3.468368e-09 1.104675e-08 3.092859e-08 7.758624e-08 1.814058e-07
[42,] 1.024964e-09 3.340998e-09 9.755150e-09 2.657691e-08 7.229122e-08
[43,] 2.781828e-10 9.478345e-10 3.023373e-09 9.696654e-09 3.341477e-08
[44,] 7.108486e-11 2.666213e-10 1.015307e-09 4.191113e-09 1.855252e-08
[45,] 1.822341e-11 8.297706e-11 4.131914e-10 2.201055e-09 1.159027e-08
[46,] 5.299122e-12 3.203296e-11 2.058849e-10 1.294148e-09 7.470671e-09
[47,] 1.954133e-12 1.517019e-11 1.137182e-10 7.765515e-10 4.700159e-09
[48,] 8.792693e-13 7.845878e-12 6.326408e-11 4.503082e-10 2.803483e-09
[49,] 4.239193e-13 4.028223e-12 3.366547e-11 2.456060e-10 1.559748e-09
[50,] 1.999160e-13 1.958839e-12 1.672662e-11 1.241966e-10 8.012014e-10
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.991045e-05 3.460512e-05 3.047292e-05 3.008116e-05 3.378013e-05
 [2,] 6.293754e-05 5.613419e-05 5.116714e-05 5.185836e-05 5.857686e-05
 [3,] 9.048395e-05 8.357615e-05 7.951148e-05 8.328450e-05 9.493343e-05
 [4,] 1.189166e-04 1.146475e-04 1.147787e-04 1.249455e-04 1.441776e-04
 [5,] 1.433906e-04 1.455437e-04 1.544197e-04 1.753294e-04 2.053481e-04
 [6,] 1.594756e-04 1.718766e-04 1.941444e-04 2.301239e-04 2.740094e-04
 [7,] 1.649407e-04 1.900647e-04 2.287106e-04 2.823685e-04 3.419055e-04
 [8,] 1.608919e-04 1.987537e-04 2.535233e-04 3.240846e-04 3.984380e-04
 [9,] 1.518179e-04 1.998293e-04 2.667491e-04 3.493501e-04 4.342491e-04
[10,] 1.446099e-04 1.986213e-04 2.710681e-04 3.576135e-04 4.456632e-04
[11,] 1.469012e-04 2.029543e-04 2.738644e-04 3.552465e-04 4.374960e-04
[12,] 1.650703e-04 2.209729e-04 2.851398e-04 3.538703e-04 4.221097e-04
[13,] 2.022296e-04 2.582134e-04 3.136633e-04 3.658197e-04 4.147220e-04
[14,] 2.566459e-04 3.149484e-04 3.630255e-04 3.989297e-04 4.273297e-04
[15,] 3.211957e-04 3.849546e-04 4.294493e-04 4.532068e-04 4.643045e-04
[16,] 3.843641e-04 4.563810e-04 5.022856e-04 5.206634e-04 5.213277e-04
[17,] 4.328609e-04 5.145916e-04 5.668412e-04 5.878232e-04 5.872296e-04
[18,] 4.552685e-04 5.461525e-04 6.084013e-04 6.394891e-04 6.472245e-04
[19,] 4.455662e-04 5.427640e-04 6.162518e-04 6.625992e-04 6.864230e-04
[20,] 4.052073e-04 5.039130e-04 5.867662e-04 6.496052e-04 6.933751e-04
[21,] 3.428590e-04 4.373399e-04 5.248249e-04 6.009392e-04 6.634970e-04
[22,] 2.718410e-04 3.570683e-04 4.430348e-04 5.258128e-04 6.014803e-04
[23,] 2.062555e-04 2.795919e-04 3.586854e-04 4.405219e-04 5.211673e-04
[24,] 1.572303e-04 2.194395e-04 2.891143e-04 3.641328e-04 4.419538e-04
[25,] 1.303997e-04 1.854416e-04 2.467932e-04 3.126388e-04 3.824446e-04
[26,] 1.250728e-04 1.786488e-04 2.356511e-04 2.936126e-04 3.537351e-04
[27,] 1.350192e-04 1.923806e-04 2.498886e-04 3.034835e-04 3.552173e-04
[28,] 1.506102e-04 2.144857e-04 2.759299e-04 3.287781e-04 3.749036e-04
[29,] 1.618762e-04 2.313792e-04 2.971818e-04 3.511875e-04 3.943628e-04
[30,] 1.616593e-04 2.326456e-04 3.000260e-04 3.546061e-04 3.962584e-04
[31,] 1.476910e-04 2.143927e-04 2.785601e-04 3.311018e-04 3.711178e-04
[32,] 1.226787e-04 1.798350e-04 2.359158e-04 2.830755e-04 3.202357e-04
[33,] 9.243541e-05 1.369480e-04 1.817021e-04 2.208319e-04 2.536535e-04
[34,] 6.313138e-05 9.461913e-05 1.272299e-04 1.572730e-04 1.848113e-04
[35,] 3.908785e-05 5.935367e-05 8.115643e-05 1.027340e-04 1.249874e-04
[36,] 2.196153e-05 3.388887e-05 4.743317e-05 6.229073e-05 8.011182e-05
[37,] 1.122741e-05 1.772404e-05 2.575419e-05 3.598293e-05 5.065244e-05
[38,] 5.257675e-06 8.620132e-06 1.338915e-05 2.080410e-05 3.354714e-05
[39,] 2.292062e-06 4.032329e-06 7.057952e-06 1.290772e-05 2.457807e-05
[40,] 9.651958e-07 1.934910e-06 4.077119e-06 9.050401e-06 2.005570e-05
[41,] 4.216600e-07 1.036842e-06 2.708271e-06 7.095996e-06 1.749533e-05
[42,] 2.095472e-07 6.488512e-07 2.017454e-06 5.894290e-06 1.554770e-05
[43,] 1.234008e-07 4.565776e-07 1.581872e-06 4.935143e-06 1.362306e-05
[44,] 8.184603e-08 3.363460e-07 1.240456e-06 4.039259e-06 1.153911e-05
[45,] 5.647753e-08 2.460115e-07 9.439257e-07 3.171993e-06 9.315609e-06
[46,] 3.838779e-08 1.733265e-07 6.842357e-07 2.357197e-06 7.081636e-06
[47,] 2.493754e-08 1.154928e-07 4.661425e-07 1.638627e-06 5.015937e-06
[48,] 1.521265e-08 7.185447e-08 2.952740e-07 1.055467e-06 3.281795e-06
[49,] 8.613274e-09 4.134326e-08 1.724671e-07 6.252807e-07 1.970410e-06
[50,] 4.489195e-09 2.184481e-08 9.231834e-08 3.388662e-07 1.080545e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.963769e-05 4.449769e-05 4.559789e-05 4.194043e-05 3.464064e-05
 [2,] 6.820430e-05 7.586523e-05 7.743561e-05 7.156659e-05 6.011955e-05
 [3,] 1.096993e-04 1.207105e-04 1.225437e-04 1.138292e-04 9.756234e-05
 [4,] 1.655621e-04 1.802172e-04 1.819505e-04 1.701135e-04 1.493473e-04
 [5,] 2.349182e-04 2.534525e-04 2.549866e-04 2.406916e-04 2.174085e-04
 [6,] 3.133223e-04 3.363744e-04 3.386609e-04 3.243135e-04 3.027421e-04
 [7,] 3.921573e-04 4.211938e-04 4.270499e-04 4.174942e-04 4.043580e-04
 [8,] 4.597668e-04 4.969966e-04 5.112997e-04 5.138524e-04 5.179693e-04
 [9,] 5.048879e-04 5.523900e-04 5.811128e-04 6.044382e-04 6.354520e-04
[10,] 5.214270e-04 5.797594e-04 6.279387e-04 6.798081e-04 7.461665e-04
[11,] 5.120950e-04 5.791579e-04 6.486761e-04 7.334117e-04 8.401717e-04
[12,] 4.884184e-04 5.593624e-04 6.477350e-04 7.645238e-04 9.118212e-04
[13,] 4.666276e-04 5.350483e-04 6.359150e-04 7.788058e-04 9.615914e-04
[14,] 4.614877e-04 5.214140e-04 6.264668e-04 7.859483e-04 9.949756e-04
[15,] 4.812054e-04 5.289944e-04 6.303481e-04 7.956358e-04 1.019145e-03
[16,] 5.253934e-04 5.607886e-04 6.527896e-04 8.138643e-04 1.039333e-03
[17,] 5.859515e-04 6.120478e-04 6.920795e-04 8.410411e-04 1.056734e-03
[18,] 6.495257e-04 6.718314e-04 7.402848e-04 8.721686e-04 1.068605e-03
[19,] 7.005612e-04 7.255496e-04 7.853502e-04 8.986949e-04 1.070125e-03
[20,] 7.248724e-04 7.584164e-04 8.143145e-04 9.114415e-04 1.057031e-03
[21,] 7.137388e-04 7.597567e-04 8.173245e-04 9.038941e-04 1.027889e-03
[22,] 6.675318e-04 7.271243e-04 7.913898e-04 8.748326e-04 9.850713e-04
[23,] 5.969243e-04 6.682037e-04 7.421271e-04 8.291131e-04 9.340084e-04
[24,] 5.201549e-04 5.987955e-04 6.821113e-04 7.759471e-04 8.810153e-04
[25,] 4.567127e-04 5.370519e-04 6.260534e-04 7.252171e-04 8.307557e-04
[26,] 4.199328e-04 4.963277e-04 5.848707e-04 6.835099e-04 7.846252e-04
[27,] 4.118465e-04 4.799681e-04 5.614545e-04 6.517658e-04 7.408255e-04
[28,] 4.226992e-04 4.804536e-04 5.500670e-04 6.255346e-04 6.958855e-04
[29,] 4.354115e-04 4.832004e-04 5.394485e-04 5.974529e-04 6.465986e-04
[30,] 4.329701e-04 4.731464e-04 5.180105e-04 5.606086e-04 5.913405e-04
[31,] 4.053516e-04 4.410537e-04 4.787200e-04 5.113450e-04 5.304184e-04
[32,] 3.528465e-04 3.867426e-04 4.216461e-04 4.505771e-04 4.658221e-04
[33,] 2.845818e-04 3.181317e-04 3.533785e-04 3.834125e-04 4.009041e-04
[34,] 2.135907e-04 2.471066e-04 2.839997e-04 3.174508e-04 3.401212e-04
[35,] 1.513341e-04 1.846147e-04 2.232440e-04 2.604547e-04 2.885317e-04
[36,] 1.042543e-04 1.372611e-04 1.775022e-04 2.181631e-04 2.507746e-04
[37,] 7.326736e-05 1.064125e-04 1.486112e-04 1.929233e-04 2.297604e-04
[38,] 5.542917e-05 8.940741e-05 1.344407e-04 1.835315e-04 2.257280e-04
[39,] 4.629670e-05 8.170176e-05 1.305735e-04 1.861561e-04 2.361370e-04
[40,] 4.178127e-05 7.878525e-05 1.320931e-04 1.956881e-04 2.562101e-04
[41,] 3.901080e-05 7.721910e-05 1.347147e-04 2.067708e-04 2.795639e-04
[42,] 3.635183e-05 7.479464e-05 1.351138e-04 2.142833e-04 2.987650e-04
[43,] 3.304411e-05 7.026127e-05 1.308923e-04 2.137347e-04 3.063100e-04
[44,] 2.885262e-05 6.310130e-05 1.207105e-04 2.020918e-04 2.964882e-04
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[26,] 6.574582e-04 6.551944e-04 6.366810e-04 5.974385e-04 5.376084e-04
[27,] 5.593539e-04 5.556665e-04 5.417405e-04 5.120014e-04 4.653849e-04
[28,] 4.628162e-04 4.523825e-04 4.392364e-04 4.164997e-04 3.814352e-04
[29,] 3.731773e-04 3.527613e-04 3.372222e-04 3.187798e-04 2.930528e-04
[30,] 2.935380e-04 2.633966e-04 2.442376e-04 2.281072e-04 2.094637e-04
[31,] 2.249705e-04 1.885781e-04 1.667396e-04 1.520649e-04 1.385910e-04
[32,] 1.672724e-04 1.296993e-04 1.075020e-04 9.436731e-05 8.465062e-05
[33,] 1.198326e-04 8.576729e-05 6.570336e-05 5.460992e-05 4.769318e-05
[34,] 8.209279e-05 5.446934e-05 3.823675e-05 2.958669e-05 2.481291e-05
[35,] 5.347382e-05 3.312913e-05 2.126876e-05 1.509287e-05 1.195560e-05
[36,] 3.307107e-05 1.924382e-05 1.133444e-05 7.298178e-06 5.361321e-06
[37,] 1.951139e-05 1.067454e-05 5.795432e-06 3.368391e-06 2.253210e-06
[38,] 1.111593e-05 5.685115e-06 2.850660e-06 1.493908e-06 8.954759e-07
[39,] 6.234127e-06 2.946234e-06 1.358659e-06 6.415383e-07 3.402535e-07
[40,] 3.526613e-06 1.519801e-06 6.374691e-07 2.698889e-07 1.253266e-07
[41,] 2.072653e-06 8.066526e-07 3.031283e-07 1.136732e-07 4.564335e-08
[42,] 1.318171e-06 4.617430e-07 1.533555e-07 4.998599e-08 1.701512e-08
[43,] 9.532261e-07 3.024646e-07 8.856001e-08 2.470544e-08 6.945117e-09
[44,] 7.993313e-07 2.350524e-07 6.202026e-08 1.499723e-08 3.462126e-09
[45,] 7.419054e-07 2.089654e-07 5.180341e-08 1.140991e-08 2.277046e-09
[46,] 7.042529e-07 1.950864e-07 4.711688e-08 9.952837e-09 1.851075e-09
[47,] 6.428983e-07 1.777308e-07 4.267321e-08 8.906431e-09 1.618939e-09
[48,] 5.457125e-07 1.515739e-07 3.650932e-08 7.627385e-09 1.382783e-09
[49,] 4.240229e-07 1.186689e-07 2.878349e-08 6.050457e-09 1.102332e-09
[50,] 2.995428e-07 8.456972e-08 2.068808e-08 4.384563e-09 8.050516e-10
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.960331e-10 2.323075e-10 6.203230e-10 1.602258e-09 3.612474e-09
 [2,] 6.125732e-10 7.593458e-10 2.039832e-09 5.308828e-09 1.207921e-08
 [3,] 1.801385e-09 2.280447e-09 6.086073e-09 1.592128e-08 3.654184e-08
 [4,] 5.100743e-09 6.363976e-09 1.651940e-08 4.324095e-08 1.000241e-07
 [5,] 1.431328e-08 1.681051e-08 4.099455e-08 1.064594e-07 2.477787e-07
 [6,] 4.077567e-08 4.312018e-08 9.385655e-08 2.380581e-07 5.556895e-07
 [7,] 1.185046e-07 1.102815e-07 2.013289e-07 4.852742e-07 1.129084e-06
 [8,] 3.450561e-07 2.852719e-07 4.141405e-07 9.079600e-07 2.081431e-06
 [9,] 9.776976e-07 7.410020e-07 8.401796e-07 1.578302e-06 3.490783e-06
[10,] 2.625235e-06 1.887619e-06 1.718408e-06 2.599585e-06 5.353652e-06
[11,] 6.558733e-06 4.591628e-06 3.553041e-06 4.168251e-06 7.579594e-06
[12,] 1.508150e-05 1.044687e-05 7.293201e-06 6.687068e-06 1.006812e-05
[13,] 3.173482e-05 2.194402e-05 1.446587e-05 1.088410e-05 1.286015e-05
[14,] 6.094581e-05 4.225701e-05 2.707971e-05 1.782210e-05 1.627550e-05
[15,] 1.067511e-04 7.437141e-05 4.711041e-05 2.866254e-05 2.090104e-05
[16,] 1.706679e-04 1.195830e-04 7.556519e-05 4.415373e-05 2.735352e-05
[17,] 2.495786e-04 1.759672e-04 1.114946e-04 6.404150e-05 3.590569e-05
[18,] 3.350897e-04 2.378710e-04 1.516252e-04 8.679941e-05 4.622226e-05
[19,] 4.154648e-04 2.972383e-04 1.911493e-04 1.100122e-04 5.744160e-05
[20,] 4.796968e-04 3.464774e-04 2.254999e-04 1.313337e-04 6.860465e-05
[21,] 5.215362e-04 3.812837e-04 2.520889e-04 1.494319e-04 7.912587e-05
[22,] 5.408977e-04 4.015351e-04 2.707796e-04 1.641971e-04 8.889980e-05
[23,] 5.417357e-04 4.096128e-04 2.826863e-04 1.759748e-04 9.789095e-05
[24,] 5.280649e-04 4.074469e-04 2.882042e-04 1.843797e-04 1.055019e-04
[25,] 5.011480e-04 3.945990e-04 2.858599e-04 1.876804e-04 1.102743e-04
[26,] 4.598055e-04 3.688383e-04 2.729764e-04 1.833790e-04 1.102899e-04
[27,] 4.032530e-04 3.286749e-04 2.477279e-04 1.697030e-04 1.041233e-04
[28,] 3.340079e-04 2.758342e-04 2.110867e-04 1.470109e-04 9.175512e-05
[29,] 2.586081e-04 2.158279e-04 1.672709e-04 1.181493e-04 7.484489e-05
[30,] 1.857197e-04 1.562763e-04 1.224105e-04 8.752722e-05 5.618159e-05
[31,] 1.230413e-04 1.041634e-04 8.232356e-05 5.950253e-05 3.865015e-05
[32,] 7.493566e-05 6.368003e-05 5.070481e-05 3.700297e-05 2.429853e-05
[33,] 4.186768e-05 3.562071e-05 2.853287e-05 2.100201e-05 1.393059e-05
[34,] 2.144184e-05 1.820273e-05 1.464427e-05 1.086131e-05 7.271728e-06
[35,] 1.006897e-05 8.490582e-06 6.846857e-06 5.111579e-06 3.451922e-06
[36,] 4.342633e-06 3.614377e-06 2.913884e-06 2.187111e-06 1.488789e-06
[37,] 1.725653e-06 1.405035e-06 1.128329e-06 8.502201e-07 5.829567e-07
[38,] 6.351188e-07 4.995705e-07 3.975549e-07 3.001521e-07 2.071233e-07
[39,] 2.182217e-07 1.629599e-07 1.275304e-07 9.620821e-08 6.674732e-08
[40,] 7.081963e-08 4.902455e-08 3.729928e-08 2.800177e-08 1.950467e-08
[41,] 2.209314e-08 1.372390e-08 9.973772e-09 7.404354e-09 5.167750e-09
[42,] 6.821236e-09 3.633112e-09 2.451361e-09 1.780949e-09 1.241574e-09
[43,] 2.205509e-09 9.404252e-10 5.601235e-10 3.907105e-10 2.706188e-10
[44,] 8.366915e-10 2.582143e-10 1.226032e-10 7.871686e-11 5.358022e-11
[45,] 4.324246e-10 9.030905e-11 2.830371e-11 1.490226e-11 9.674169e-12
[46,] 3.081795e-10 4.854333e-11 8.921890e-12 2.915427e-12 1.619488e-12
[47,] 2.574268e-10 3.630398e-11 4.830935e-12 8.034196e-13 2.733188e-13
[48,] 2.177818e-10 2.988691e-11 3.618173e-12 4.149909e-13 6.427322e-14
[49,] 1.741150e-10 2.385882e-11 2.842757e-12 2.981928e-13 2.998565e-14
[50,] 1.280671e-10 1.765364e-11 2.109632e-12 2.189955e-13 2.002287e-14
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 7.058676e-09 1.194588e-08 1.750876e-08 2.222436e-08 2.443087e-08
 [2,] 2.382757e-08 4.071257e-08 6.024565e-08 7.720774e-08 8.569035e-08
 [3,] 7.276419e-08 1.255201e-07 1.875293e-07 2.426415e-07 2.718926e-07
 [4,] 2.010232e-07 3.500859e-07 5.280638e-07 6.898311e-07 7.804344e-07
 [5,] 5.024358e-07 8.833143e-07 1.345172e-06 1.774163e-06 2.026507e-06
 [6,] 1.136195e-06 2.016238e-06 3.099879e-06 4.127792e-06 4.760287e-06
 [7,] 2.325008e-06 4.163565e-06 6.462333e-06 8.687923e-06 1.011559e-05
 [8,] 4.306407e-06 7.778751e-06 1.218755e-05 1.654204e-05 1.944566e-05
 [9,] 7.223685e-06 1.314984e-05 2.079383e-05 2.849303e-05 3.381645e-05
[10,] 1.098530e-05 2.011805e-05 3.209673e-05 4.439849e-05 5.319950e-05
[11,] 1.517614e-05 2.786641e-05 4.482595e-05 6.258700e-05 7.571165e-05
[12,] 1.912108e-05 3.497431e-05 5.665098e-05 7.981778e-05 9.747564e-05
[13,] 2.213494e-05 3.983519e-05 6.480787e-05 9.209598e-05 1.135305e-04
[14,] 2.385935e-05 4.130149e-05 6.715174e-05 9.615224e-05 1.196253e-04
[15,] 2.448376e-05 3.921501e-05 6.310112e-05 9.085794e-05 1.140375e-04
[16,] 2.468321e-05 3.449376e-05 5.391176e-05 7.774559e-05 9.836288e-05
[17,] 2.528665e-05 2.871208e-05 4.210613e-05 6.030973e-05 7.678429e-05
[18,] 2.688709e-05 2.343575e-05 3.041256e-05 4.252216e-05 5.427517e-05
[19,] 2.964919e-05 1.970112e-05 2.082360e-05 2.741924e-05 3.478526e-05
[20,] 3.340979e-05 1.787133e-05 1.420257e-05 1.642503e-05 2.028681e-05
[21,] 3.792602e-05 1.781383e-05 1.045240e-05 9.506873e-06 1.087736e-05
[22,] 4.301168e-05 1.916010e-05 8.952890e-06 5.794341e-06 5.524722e-06
[23,] 4.841854e-05 2.144354e-05 8.946710e-06 4.201936e-06 2.875781e-06
[24,] 5.357269e-05 2.408977e-05 9.730889e-06 3.798078e-06 1.771338e-06
[25,] 5.744655e-05 2.638663e-05 1.069855e-05 3.914064e-06 1.418851e-06
[26,] 5.877981e-05 2.757151e-05 1.134687e-05 4.114592e-06 1.353712e-06
[27,] 5.659898e-05 2.705492e-05 1.132193e-05 4.143419e-06 1.335366e-06
[28,] 5.073663e-05 2.466208e-05 1.048579e-05 3.889452e-06 1.259188e-06
[29,] 4.201539e-05 2.073135e-05 8.944414e-06 3.363737e-06 1.101149e-06
[30,] 3.196986e-05 1.599162e-05 6.993389e-06 2.664883e-06 8.831713e-07
[31,] 2.226918e-05 1.128102e-05 4.996074e-06 1.927688e-06 6.466597e-07
[32,] 1.416297e-05 7.260197e-06 3.253932e-06 1.270485e-06 4.312152e-07
[33,] 8.208301e-06 4.255219e-06 1.928929e-06 7.617488e-07 2.614795e-07
[34,] 4.328805e-06 2.268213e-06 1.039469e-06 4.150137e-07 1.440227e-07
[35,] 2.074953e-06 1.098447e-06 5.087130e-07 2.052728e-07 7.199640e-08
[36,] 9.032097e-07 4.828894e-07 2.259263e-07 9.211069e-08 3.264312e-08
[37,] 3.567819e-07 1.925762e-07 9.099693e-08 3.747590e-08 1.341671e-08
[38,] 1.278232e-07 6.963310e-08 3.322312e-08 1.381851e-08 4.996816e-09
[39,] 4.151632e-08 2.281940e-08 1.099100e-08 4.616150e-09 1.685730e-09
[40,] 1.222044e-08 6.775238e-09 3.293685e-09 1.396635e-09 5.150095e-10
[41,] 3.259190e-09 1.822069e-09 8.938558e-10 3.826224e-10 1.424566e-10
[42,] 7.874520e-10 4.437513e-10 2.196384e-10 9.489910e-11 3.567108e-11
[43,] 1.723526e-10 9.785701e-11 4.885862e-11 2.130579e-11 8.084630e-12
[44,] 3.417852e-11 1.953842e-11 9.838241e-12 4.329398e-12 1.658318e-12
[45,] 6.144416e-12 3.532170e-12 1.793105e-12 7.961867e-13 3.078248e-13
[46,] 1.003705e-12 5.783175e-13 2.957989e-13 1.325051e-13 5.170573e-14
[47,] 1.507767e-13 8.588266e-14 4.417279e-14 1.995589e-14 7.858783e-15
[48,] 2.232512e-14 1.167074e-14 5.977439e-15 2.719983e-15 1.080792e-15
[49,] 4.430161e-15 1.534446e-15 7.378427e-16 3.357615e-16 1.345001e-16
[50,] 1.789428e-15 2.568234e-16 8.682397e-17 3.772744e-17 1.515402e-17
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.325863e-08 1.917630e-08 1.369244e-08 8.467056e-09 4.534396e-09
 [2,] 8.236420e-08 6.856154e-08 4.942630e-08 3.085824e-08 1.668474e-08
 [3,] 2.638551e-07 2.217527e-07 1.614016e-07 1.017378e-07 5.553826e-08
 [4,] 7.646555e-07 6.488298e-07 4.767944e-07 3.034360e-07 1.672393e-07
 [5,] 2.004651e-06 1.717375e-06 1.274169e-06 8.186993e-07 4.555722e-07
 [6,] 4.754285e-06 4.112189e-06 3.080323e-06 1.998274e-06 1.122663e-06
 [7,] 1.020010e-05 8.907453e-06 6.736561e-06 4.412233e-06 2.502731e-06
 [8,] 1.979688e-05 1.745450e-05 1.332765e-05 8.813231e-06 5.047220e-06
 [9,] 3.475861e-05 3.094098e-05 2.385292e-05 1.592519e-05 9.207955e-06
[10,] 5.520789e-05 4.961738e-05 3.861915e-05 2.603198e-05 1.519663e-05
[11,] 7.932560e-05 7.197915e-05 5.656358e-05 3.849486e-05 2.268842e-05
[12,] 1.031097e-04 9.446106e-05 7.494525e-05 5.149575e-05 3.064321e-05
[13,] 1.212442e-04 1.121430e-04 8.983062e-05 6.231793e-05 3.744012e-05
[14,] 1.289732e-04 1.204386e-04 9.740425e-05 6.822251e-05 4.138218e-05
[15,] 1.241135e-04 1.170129e-04 9.554428e-05 6.756401e-05 4.137733e-05
[16,] 1.080509e-04 1.028437e-04 8.478230e-05 6.053079e-05 3.742696e-05
[17,] 8.510358e-05 8.177161e-05 6.805815e-05 4.905808e-05 3.062526e-05
[18,] 6.064902e-05 5.881894e-05 4.942328e-05 3.596818e-05 2.266982e-05
[19,] 3.911804e-05 3.827779e-05 3.246869e-05 2.385619e-05 1.518063e-05
[20,] 2.285296e-05 2.254048e-05 1.929723e-05 1.431403e-05 9.196141e-06
[21,] 1.212057e-05 1.201669e-05 1.037695e-05 7.769829e-06 5.039622e-06
[22,] 5.878742e-06 5.809295e-06 5.050647e-06 3.815788e-06 2.498471e-06
[23,] 2.669022e-06 2.560864e-06 2.227778e-06 1.695912e-06 1.120631e-06
[24,] 1.215029e-06 1.048972e-06 8.944886e-07 6.828226e-07 4.548433e-07
[25,] 6.430691e-07 4.238533e-07 3.321208e-07 2.499812e-07 1.672021e-07
[26,] 4.519330e-07 1.950712e-07 1.201647e-07 8.434417e-08 5.584408e-08
[27,] 3.929256e-07 1.199653e-07 4.855561e-08 2.747106e-08 1.714635e-08
[28,] 3.591435e-07 9.415681e-08 2.615547e-08 9.816397e-09 5.044254e-09
[29,] 3.142839e-07 7.910716e-08 1.843313e-08 4.641973e-09 1.602506e-09
[30,] 2.544317e-07 6.387597e-08 1.416261e-08 2.928432e-09 6.668718e-10
[31,] 1.883995e-07 4.767433e-08 1.051181e-08 2.050503e-09 3.758686e-10
[32,] 1.270696e-07 3.249163e-08 7.212624e-09 1.395268e-09 2.392578e-10
[33,] 7.791523e-08 2.013953e-08 4.514611e-09 8.783539e-10 1.489681e-10
[34,] 4.338353e-08 1.133449e-08 2.567333e-09 5.041492e-10 8.591450e-11
[35,] 2.191789e-08 5.786808e-09 1.324428e-09 2.627064e-10 4.516718e-11
[36,] 1.004100e-08 2.678539e-09 6.193565e-10 1.241040e-10 2.154728e-11
[37,] 4.169167e-09 1.123519e-09 2.624328e-10 5.311715e-11 9.314603e-12
[38,] 1.568372e-09 4.269061e-10 1.007197e-10 2.059028e-11 3.646721e-12
[39,] 5.343706e-10 1.469030e-10 3.500379e-11 7.226997e-12 1.292654e-12
[40,] 1.648635e-10 4.576980e-11 1.101365e-11 2.296355e-12 4.147839e-13
[41,] 4.604790e-11 1.290920e-11 3.136839e-12 6.604502e-13 1.204647e-13
[42,] 1.164209e-11 3.295561e-12 8.086125e-13 1.719130e-13 3.166269e-14
[43,] 2.664011e-12 7.614165e-13 1.886397e-13 4.049542e-14 7.530958e-15
[44,] 5.516741e-13 1.591984e-13 3.982303e-14 8.631747e-15 1.620827e-15
[45,] 1.033802e-13 3.011951e-14 7.607047e-15 1.664798e-15 3.156344e-16
[46,] 1.752965e-14 5.156144e-15 1.314787e-15 2.905181e-16 5.561260e-17
[47,] 2.689503e-15 7.986444e-16 2.056066e-16 4.586909e-17 8.865256e-18
[48,] 3.733514e-16 1.119225e-16 2.909018e-17 6.552224e-18 1.278575e-18
[49,] 4.689239e-17 1.419076e-17 3.723684e-18 8.467773e-19 1.668279e-19
[50,] 5.328945e-18 1.627837e-18 4.312278e-19 9.900393e-20 1.969293e-20

> 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  
  2125.2050       0.3965  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1fz231226419515.ps tmp/1fz231226419515.png")
> system("convert tmp/2z33b1226419515.ps tmp/2z33b1226419515.png")
> system("convert tmp/36lgw1226419515.ps tmp/36lgw1226419515.png")
> system("convert tmp/48hpl1226419515.ps tmp/48hpl1226419515.png")
> system("convert tmp/59w731226419515.ps tmp/59w731226419515.png")
> system("convert tmp/61m2l1226419515.ps tmp/61m2l1226419515.png")
> system("convert tmp/7orh11226419515.ps tmp/7orh11226419515.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.259   1.309   2.947