R version 2.8.0 (2008-10-20)
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(612613,611324,594167,595454,590865,589379,584428,573100,567456,569028,620735,628884,628232,612117,595404,597141,593408,590072,579799,574205,572775,572942,619567,625809,619916,587625,565742,557274,560576,548854,531673,525919,511038,498662,555362,564591,541657,527070,509846,514258,516922,507561,492622,490243,469357,477580,528379,533590,517945,506174,501866,516141,528222,532638,536322,536535,523597,536214,586570,596594)
> y <- c(20366,22782,19169,13807,29743,25591,29096,26482,22405,27044,17970,18730,19684,19785,18479,10698,31956,29506,34506,27165,26736,23691,18157,17328,18205,20995,17382,9367,31124,26551,30651,25859,25100,25778,20418,18688,20424,24776,19814,12738,31566,30111,30019,31934,25826,26835,20205,17789,20520,22518,15572,11509,25447,24090,27786,26195,20516,22759,19028,16971)
> x <- c(4138,4634,3996,4308,4143,4429,5219,4929,5755,5592,4163,4962,5208,4755,4491,5732,5731,5040,6102,4904,5369,5578,4619,4731,5011,5299,4146,4625,4736,4219,5116,4205,4121,5103,4300,4578,3809,5526,4247,3830,4394,4826,4409,4569,4106,4794,3914,3793,4405,4022,4100,4788,3163,3585,3903,4178,3863,4187,4178,4354)
> 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/freestat/rcomp/tmp/1uc491257394509.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/freestat/rcomp/tmp/2jgj51257394509.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/freestat/rcomp/tmp/3vgri1257394509.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/freestat/rcomp/tmp/46e461257394509.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/freestat/rcomp/tmp/5yuq11257394509.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  
  13111.630        2.107  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/67q3r1257394509.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]  5930.244  6583.561  7236.877  7890.194  8543.510  9196.827  9850.144
 [8] 10503.460 11156.777 11810.093 12463.410 13116.726 13770.043 14423.360
[15] 15076.676 15729.993 16383.309 17036.626 17689.942 18343.259 18996.575
[22] 19649.892 20303.209 20956.525 21609.842 22263.158 22916.475 23569.791
[29] 24223.108 24876.425 25529.741 26183.058 26836.374 27489.691 28143.007
[36] 28796.324 29449.640 30102.957 30756.274 31409.590 32062.907 32716.223
[43] 33369.540 34022.856 34676.173 35329.490 35982.806 36636.123 37289.439
[50] 37942.756

$yords
 [1] 442469.1 446822.2 451175.3 455528.4 459881.6 464234.7 468587.8 472940.9
 [9] 477294.0 481647.2 486000.3 490353.4 494706.5 499059.6 503412.8 507765.9
[17] 512119.0 516472.1 520825.2 525178.3 529531.5 533884.6 538237.7 542590.8
[25] 546943.9 551297.1 555650.2 560003.3 564356.4 568709.5 573062.7 577415.8
[33] 581768.9 586122.0 590475.1 594828.2 599181.4 603534.5 607887.6 612240.7
[41] 616593.8 620947.0 625300.1 629653.2 634006.3 638359.4 642712.6 647065.7
[49] 651418.8 655771.9

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.598909e-15 1.508395e-14 4.646669e-14 1.344417e-13 3.653359e-13
 [2,] 1.301846e-14 4.190671e-14 1.267061e-13 3.598315e-13 9.598121e-13
 [3,] 3.405374e-14 1.075505e-13 3.190702e-13 8.891621e-13 2.327506e-12
 [4,] 8.250255e-14 2.555225e-13 7.434836e-13 2.032280e-12 5.218625e-12
 [5,] 1.857001e-13 5.636208e-13 1.607383e-12 4.307179e-12 1.084406e-11
 [6,] 3.899132e-13 1.158621e-12 3.235767e-12 8.492833e-12 2.094812e-11
 [7,] 7.676321e-13 2.230433e-12 6.092871e-12 1.564666e-11 3.777107e-11
 [8,] 1.425458e-12 4.044062e-12 1.079032e-11 2.707508e-11 6.388371e-11
 [9,] 2.512264e-12 6.948505e-12 1.808129e-11 4.426361e-11 1.019317e-10
[10,] 4.225047e-12 1.137742e-11 2.883365e-11 6.876630e-11 1.543281e-10
[11,] 6.803015e-12 1.782163e-11 4.394511e-11 1.019962e-10 2.228207e-10
[12,] 1.049099e-11 2.673390e-11 6.412450e-11 1.447820e-10 3.077105e-10
[13,] 1.545123e-11 3.832642e-11 8.947091e-11 1.965824e-10 4.065521e-10
[14,] 2.162341e-11 5.227394e-11 1.189021e-10 2.544971e-10 5.126418e-10
[15,] 2.858038e-11 6.744139e-11 1.497017e-10 3.126294e-10 6.143330e-10
[16,] 3.547725e-11 8.185177e-11 1.776221e-10 3.626091e-10 6.965503e-10
[17,] 4.119882e-11 9.309310e-11 1.978787e-10 3.957781e-10 7.451302e-10
[18,] 4.474566e-11 9.918868e-11 2.069610e-10 4.066565e-10 7.529043e-10
[19,] 4.580193e-11 9.972789e-11 2.047102e-10 3.964345e-10 7.249985e-10
[20,] 4.540029e-11 9.700024e-11 1.960497e-10 3.752395e-10 6.811147e-10
[21,] 4.672333e-11 9.714027e-11 1.923209e-10 3.631075e-10 6.548940e-10
[22,] 5.629872e-11 1.117228e-10 2.130139e-10 3.911348e-10 6.931507e-10
[23,] 8.590525e-11 1.603564e-10 2.888727e-10 5.045957e-10 8.581710e-10
[24,] 1.550615e-10 2.740385e-10 4.660385e-10 7.676545e-10 1.232803e-09
[25,] 2.928574e-10 4.972274e-10 8.080745e-10 1.265070e-09 1.921896e-09
[26,] 5.365036e-10 8.845593e-10 1.389918e-09 2.092604e-09 3.038975e-09
[27,] 9.234627e-10 1.487784e-09 2.277892e-09 3.328754e-09 4.669227e-09
[28,] 1.475849e-09 2.331837e-09 3.495457e-09 4.988935e-09 6.812033e-09
[29,] 2.180465e-09 3.386248e-09 4.984988e-09 6.977663e-09 9.324779e-09
[30,] 2.973497e-09 4.545960e-09 6.585953e-09 9.066360e-09 1.190324e-08
[31,] 3.741349e-09 5.637692e-09 8.050689e-09 1.092284e-08 1.412864e-08
[32,] 4.344349e-09 6.459366e-09 9.104864e-09 1.219740e-08 1.558217e-08
[33,] 4.658609e-09 6.842730e-09 9.535163e-09 1.263810e-08 1.598763e-08
[34,] 4.619317e-09 6.713168e-09 9.266527e-09 1.218394e-08 1.531652e-08
[35,] 4.244852e-09 6.117740e-09 8.390829e-09 1.098903e-08 1.380083e-08
[36,] 3.629422e-09 5.206880e-09 7.131503e-09 9.363330e-09 1.184336e-08
[37,] 2.907949e-09 4.178767e-09 5.761297e-09 7.658481e-09 9.868278e-09
[38,] 2.210485e-09 3.213358e-09 4.512479e-09 6.152812e-09 8.182638e-09
[39,] 1.626461e-09 2.424762e-09 3.517845e-09 4.983913e-09 6.906428e-09
[40,] 1.191004e-09 1.847331e-09 2.800246e-09 4.147317e-09 5.988103e-09
[41,] 8.930689e-10 1.452504e-09 2.303027e-09 3.546383e-09 5.280184e-09
[42,] 6.959376e-10 1.181195e-09 1.938235e-09 3.060041e-09 4.629094e-09
[43,] 5.585242e-10 9.747329e-10 1.628869e-09 2.596776e-09 3.939267e-09
[44,] 4.496030e-10 7.936036e-10 1.331366e-09 2.118449e-09 3.193680e-09
[45,] 3.526913e-10 6.217744e-10 1.036996e-09 1.634872e-09 2.436190e-09
[46,] 2.636954e-10 4.606847e-10 7.594620e-10 1.181408e-09 1.734984e-09
[47,] 1.852430e-10 3.193128e-10 5.187145e-10 7.944264e-10 1.148007e-09
[48,] 1.212291e-10 2.057147e-10 3.287682e-10 4.951729e-10 7.035628e-10
[49,] 7.353861e-11 1.227032e-10 1.927707e-10 2.853688e-10 3.985136e-10
[50,] 4.122345e-11 6.759524e-11 1.043490e-10 1.517873e-10 2.083002e-10
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.324410e-13 2.235273e-12 5.033139e-12 1.064588e-11 2.115528e-11
 [2,] 2.404696e-12 5.658842e-12 1.250843e-11 2.597257e-11 5.066574e-11
 [3,] 5.722872e-12 1.321762e-11 2.867596e-11 5.844276e-11 1.119007e-10
 [4,] 1.258874e-11 2.852727e-11 6.072870e-11 1.214504e-10 2.281956e-10
 [5,] 2.565104e-11 5.700638e-11 1.190269e-10 2.334952e-10 4.303722e-10
 [6,] 4.855523e-11 1.057572e-10 2.164500e-10 4.162726e-10 7.522852e-10
 [7,] 8.570550e-11 1.827878e-10 3.664011e-10 6.902835e-10 1.222250e-09
 [8,] 1.417305e-10 2.956380e-10 5.797690e-10 1.068880e-09 1.852561e-09
 [9,] 2.207918e-10 4.498166e-10 8.618602e-10 1.552965e-09 2.631434e-09
[10,] 3.258961e-10 6.475143e-10 1.210395e-09 2.128563e-09 3.521335e-09
[11,] 4.581536e-10 8.866118e-10 1.614747e-09 2.767627e-09 4.464044e-09
[12,] 6.156203e-10 1.159389e-09 2.055382e-09 3.430088e-09 5.388566e-09
[13,] 7.914516e-10 1.450430e-09 2.502432e-09 4.064935e-09 6.217443e-09
[14,] 9.719278e-10 1.734599e-09 2.914562e-09 4.611411e-09 6.871924e-09
[15,] 1.136129e-09 1.977858e-09 3.242058e-09 5.005536e-09 7.282437e-09
[16,] 1.259392e-09 2.143966e-09 3.438136e-09 5.196846e-09 7.410105e-09
[17,] 1.321118e-09 2.207208e-09 3.477649e-09 5.172913e-09 7.274813e-09
[18,] 1.314517e-09 2.166490e-09 3.375230e-09 4.979495e-09 6.973046e-09
[19,] 1.253695e-09 2.053302e-09 3.191766e-09 4.721340e-09 6.667198e-09
[20,] 1.174592e-09 1.928727e-09 3.023479e-09 4.538176e-09 6.543040e-09
[21,] 1.130537e-09 1.871946e-09 2.979374e-09 4.567179e-09 6.754643e-09
[22,] 1.187561e-09 1.969225e-09 3.161785e-09 4.914317e-09 7.388438e-09
[23,] 1.424930e-09 2.312134e-09 3.662980e-09 5.652278e-09 8.468429e-09
[24,] 1.940841e-09 3.005128e-09 4.577668e-09 6.843317e-09 9.997269e-09
[25,] 2.854468e-09 4.170436e-09 6.014756e-09 8.563662e-09 1.200023e-08
[26,] 4.289786e-09 5.931342e-09 8.083759e-09 1.089746e-08 1.453050e-08
[27,] 6.330616e-09 8.361355e-09 1.084083e-08 1.388190e-08 1.761346e-08
[28,] 8.952692e-09 1.140785e-08 1.420592e-08 1.741820e-08 2.114890e-08
[29,] 1.196123e-08 1.482563e-08 1.789350e-08 2.119865e-08 2.483074e-08
[30,] 1.497678e-08 1.817019e-08 2.141343e-08 2.471329e-08 2.815616e-08
[31,] 1.750230e-08 2.088520e-08 2.417718e-08 2.737155e-08 3.055953e-08
[32,] 1.906644e-08 2.247198e-08 2.568877e-08 2.870948e-08 3.163156e-08
[33,] 1.939011e-08 2.267413e-08 2.573997e-08 2.858784e-08 3.131450e-08
[34,] 1.849703e-08 2.158518e-08 2.450640e-08 2.726901e-08 2.995406e-08
[35,] 1.670748e-08 1.961596e-08 2.248214e-08 2.531449e-08 2.815794e-08
[36,] 1.451282e-08 1.733004e-08 2.027581e-08 2.334395e-08 2.652273e-08
[37,] 1.239055e-08 1.522665e-08 1.836799e-08 2.177703e-08 2.537101e-08
[38,] 1.064761e-08 1.357478e-08 1.694848e-08 2.068719e-08 2.463474e-08
[39,] 9.356998e-09 1.236803e-08 1.590193e-08 1.982990e-08 2.393424e-08
[40,] 8.399262e-09 1.140141e-08 1.492805e-08 1.881109e-08 2.279532e-08
[41,] 7.569485e-09 1.041351e-08 1.371945e-08 1.729723e-08 2.088409e-08
[42,] 6.689581e-09 9.218443e-09 1.210700e-08 1.516463e-08 1.814915e-08
[43,] 5.678120e-09 7.773985e-09 1.011630e-08 1.253338e-08 1.482362e-08
[44,] 4.560642e-09 6.172943e-09 7.930952e-09 9.694860e-09 1.131244e-08
[45,] 3.433223e-09 4.581336e-09 5.800115e-09 6.986258e-09 8.035393e-09
[46,] 2.407867e-09 3.163078e-09 3.942109e-09 4.675610e-09 5.298654e-09
[47,] 1.567322e-09 2.025359e-09 2.483611e-09 2.899770e-09 3.237294e-09
[48,] 9.444147e-10 1.200114e-09 1.447696e-09 1.663734e-09 1.829703e-09
[49,] 5.258282e-10 6.569929e-10 7.795895e-10 8.818678e-10 9.554294e-10
[50,] 2.701424e-10 3.318613e-10 3.873700e-10 4.313458e-10 4.604254e-10
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 3.950528e-11 6.935375e-11 1.145426e-10 1.781799e-10 2.615753e-10
 [2,] 9.287328e-11 1.600288e-10 2.593578e-10 3.957661e-10 5.695856e-10
 [3,] 2.013257e-10 3.404561e-10 5.414318e-10 8.104574e-10 1.143573e-09
 [4,] 4.028840e-10 6.685389e-10 1.043129e-09 1.531587e-09 2.118800e-09
 [5,] 7.454028e-10 1.213410e-09 1.857176e-09 2.674258e-09 3.626843e-09
 [6,] 1.277630e-09 2.039461e-09 3.060849e-09 4.321296e-09 5.744166e-09
 [7,] 2.034111e-09 3.182151e-09 4.680581e-09 6.475861e-09 8.434147e-09
 [8,] 3.018505e-09 4.624014e-09 6.660845e-09 9.025460e-09 1.151080e-08
 [9,] 4.192995e-09 6.283101e-09 8.855127e-09 1.174086e-08 1.465224e-08
[10,] 5.479987e-09 8.022522e-09 1.104943e-08 1.432046e-08 1.747184e-08
[11,] 6.775825e-09 9.678745e-09 1.301179e-08 1.646651e-08 1.962354e-08
[12,] 7.969136e-09 1.109561e-08 1.454640e-08 1.796131e-08 2.089767e-08
[13,] 8.955573e-09 1.215015e-08 1.553120e-08 1.871394e-08 2.127073e-08
[14,] 9.648010e-09 1.276720e-08 1.593373e-08 1.877144e-08 2.090385e-08
[15,] 9.989897e-09 1.293213e-08 1.581708e-08 1.830982e-08 2.011095e-08
[16,] 9.978523e-09 1.271006e-08 1.534694e-08 1.762046e-08 1.931758e-08
[17,] 9.691696e-09 1.226376e-08 1.479224e-08 1.708576e-08 1.900738e-08
[18,] 9.296783e-09 1.184624e-08 1.449423e-08 1.712055e-08 1.963579e-08
[19,] 9.021942e-09 1.174818e-08 1.478712e-08 1.806716e-08 2.150566e-08
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[31,] 1.906847e-09 1.114074e-09 6.200784e-10 3.283914e-10 1.653247e-10
[32,] 1.414787e-09 7.885789e-10 4.183470e-10 2.110536e-10 1.011870e-10
[33,] 1.176017e-09 6.301277e-10 3.205252e-10 1.546916e-10 7.080576e-11
[34,] 1.080061e-09 5.637556e-10 2.786163e-10 1.303141e-10 5.766336e-11
[35,] 1.046041e-09 5.377631e-10 2.613233e-10 1.199860e-10 5.203691e-11
[36,] 1.020180e-09 5.195111e-10 2.498390e-10 1.134281e-10 4.860171e-11
[37,] 9.726220e-10 4.915518e-10 2.344721e-10 1.055302e-10 4.480326e-11
[38,] 8.926151e-10 4.476803e-10 2.118169e-10 9.451885e-11 3.976767e-11
[39,] 7.827100e-10 3.891336e-10 1.824259e-10 8.062074e-11 3.357930e-11
[40,] 6.531518e-10 3.213220e-10 1.489951e-10 6.510262e-11 2.679885e-11
[41,] 5.172364e-10 2.512448e-10 1.149904e-10 4.957692e-11 2.013046e-11
[42,] 3.877813e-10 1.855381e-10 8.362642e-11 3.549949e-11 1.418984e-11
[43,] 2.746597e-10 1.291267e-10 5.718415e-11 2.384975e-11 9.365984e-12
[44,] 1.834717e-10 8.455655e-11 3.671136e-11 1.501223e-11 5.780925e-12
[45,] 1.154405e-10 5.204432e-11 2.210782e-11 8.847079e-12 3.334697e-12
[46,] 6.835548e-11 3.009170e-11 1.248473e-11 4.880974e-12 1.797874e-12
[47,] 3.806330e-11 1.633938e-11 6.611723e-12 2.521730e-12 9.064263e-13
[48,] 1.991700e-11 8.329299e-12 3.283948e-12 1.220583e-12 4.276507e-13
[49,] 9.783052e-12 3.984050e-12 1.529596e-12 5.536544e-13 1.889320e-13
[50,] 4.504335e-12 1.786315e-12 6.677661e-13 2.353238e-13 7.818182e-14

> 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  
 598988.223       -1.819  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7td5p1257394509.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] 2784.282 2859.719 2935.157 3010.594 3086.032 3161.469 3236.907 3312.344
 [9] 3387.781 3463.219 3538.656 3614.094 3689.531 3764.969 3840.406 3915.844
[17] 3991.281 4066.719 4142.156 4217.594 4293.031 4368.469 4443.906 4519.344
[25] 4594.781 4670.219 4745.656 4821.094 4896.531 4971.969 5047.406 5122.844
[33] 5198.281 5273.719 5349.156 5424.594 5500.031 5575.469 5650.906 5726.344
[41] 5801.781 5877.219 5952.656 6028.093 6103.531 6178.968 6254.406 6329.843
[49] 6405.281 6480.718

$yords
 [1] 442469.1 446822.2 451175.3 455528.4 459881.6 464234.7 468587.8 472940.9
 [9] 477294.0 481647.2 486000.3 490353.4 494706.5 499059.6 503412.8 507765.9
[17] 512119.0 516472.1 520825.2 525178.3 529531.5 533884.6 538237.7 542590.8
[25] 546943.9 551297.1 555650.2 560003.3 564356.4 568709.5 573062.7 577415.8
[33] 581768.9 586122.0 590475.1 594828.2 599181.4 603534.5 607887.6 612240.7
[41] 616593.8 620947.0 625300.1 629653.2 634006.3 638359.4 642712.6 647065.7
[49] 651418.8 655771.9

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.690480e-12 4.428605e-12 1.159775e-11 2.953200e-11 7.202651e-11
 [2,] 2.881582e-12 6.467818e-12 1.534995e-11 3.687015e-11 8.714353e-11
 [3,] 6.284492e-12 1.168687e-11 2.382399e-11 5.116039e-11 1.118523e-10
 [4,] 1.606833e-11 2.560030e-11 4.480078e-11 8.414544e-11 1.646242e-10
 [5,] 4.332319e-11 6.202916e-11 9.616907e-11 1.605164e-10 2.818854e-10
 [6,] 1.155153e-10 1.542074e-10 2.183456e-10 3.312806e-10 5.320329e-10
 [7,] 2.943292e-10 3.764338e-10 4.989342e-10 7.002498e-10 1.042333e-09
 [8,] 7.025790e-10 8.786010e-10 1.113744e-09 1.469307e-09 2.045347e-09
 [9,] 1.552081e-09 1.926282e-09 2.378590e-09 2.999129e-09 3.943699e-09
[10,] 3.149020e-09 3.919690e-09 4.784110e-09 5.858662e-09 7.369071e-09
[11,] 5.840342e-09 7.344186e-09 8.957759e-09 1.080300e-08 1.317490e-08
[12,] 9.873979e-09 1.260728e-08 1.548970e-08 1.860159e-08 2.227634e-08
[13,] 1.519443e-08 1.976980e-08 2.460952e-08 2.968043e-08 3.528183e-08
[14,] 2.127094e-08 2.827870e-08 3.581867e-08 4.366782e-08 5.198283e-08
[15,] 2.710034e-08 3.689128e-08 4.770615e-08 5.909003e-08 7.094526e-08
[16,] 3.147343e-08 4.394766e-08 5.817935e-08 7.351449e-08 8.954083e-08
[17,] 3.343680e-08 4.796181e-08 6.514681e-08 8.426124e-08 1.046188e-07
[18,] 3.272166e-08 4.826314e-08 6.737846e-08 8.944254e-08 1.136447e-07
[19,] 2.988507e-08 4.532226e-08 6.507427e-08 8.879502e-08 1.157593e-07
[20,] 2.606361e-08 4.054770e-08 5.978621e-08 8.380564e-08 1.121493e-07
[21,] 2.247000e-08 3.565155e-08 5.370994e-08 7.702284e-08 1.054805e-07
[22,] 1.990234e-08 3.192557e-08 4.872538e-08 7.091466e-08 9.867896e-08
[23,] 1.850023e-08 2.978692e-08 4.567343e-08 6.686034e-08 9.368743e-08
[24,] 1.782463e-08 2.877033e-08 4.418085e-08 6.473495e-08 9.077713e-08
[25,] 1.717322e-08 2.790580e-08 4.304263e-08 6.320906e-08 8.867291e-08
[26,] 1.595160e-08 2.625547e-08 4.091735e-08 6.054814e-08 8.535690e-08
[27,] 1.392493e-08 2.334452e-08 3.698124e-08 5.549627e-08 7.912989e-08
[28,] 1.125769e-08 1.930652e-08 3.124695e-08 4.782870e-08 6.942061e-08
[29,] 8.366239e-09 1.472680e-08 2.444978e-08 3.835629e-08 5.698749e-08
[30,] 5.696351e-09 1.032025e-08 1.763430e-08 2.846561e-08 4.349463e-08
[31,] 3.549991e-09 6.635634e-09 1.170292e-08 1.950381e-08 3.076898e-08
[32,] 2.025793e-09 3.915535e-09 7.146132e-09 1.233219e-08 2.015408e-08
[33,] 1.059842e-09 2.122877e-09 4.018977e-09 7.200564e-09 1.222509e-08
[34,] 5.092549e-10 1.059313e-09 2.084924e-09 3.887092e-09 6.872452e-09
[35,] 2.252027e-10 4.874596e-10 9.994266e-10 1.942819e-09 3.584123e-09
[36,] 9.185286e-11 2.072666e-10 4.434565e-10 9.003556e-10 1.736027e-09
[37,] 3.462567e-11 8.158486e-11 1.824328e-10 3.874290e-10 7.819811e-10
[38,] 1.208714e-11 2.978041e-11 6.969464e-11 1.550405e-10 3.281144e-10
[39,] 3.914158e-12 1.009786e-11 2.476844e-11 5.781206e-11 1.285393e-10
[40,] 1.177916e-12 3.186618e-12 8.206256e-12 2.013880e-11 4.715757e-11
[41,] 3.300927e-13 9.381341e-13 2.541962e-12 6.575463e-12 1.626127e-11
[42,] 8.636250e-14 2.584431e-13 7.387493e-13 2.019925e-12 5.289729e-12
[43,] 2.116418e-14 6.686896e-14 2.022024e-13 5.858562e-13 1.627605e-12
[44,] 4.876501e-15 1.631129e-14 5.229617e-14 1.607920e-13 4.740042e-13
[45,] 1.060337e-15 3.762274e-15 1.280233e-14 4.175823e-14 1.303968e-13
[46,] 2.181342e-16 8.214661e-16 2.964262e-15 1.023399e-14 3.373405e-14
[47,] 4.247555e-17 1.695342e-16 6.469531e-16 2.355072e-15 8.157529e-15
[48,] 7.811231e-18 3.293751e-17 1.323685e-16 5.056916e-16 1.831883e-15
[49,] 1.350341e-18 5.988903e-18 2.522595e-17 1.006621e-16 3.796911e-16
[50,] 2.180899e-19 1.012479e-18 4.449179e-18 1.846650e-17 7.226169e-17
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.668268e-10 3.650791e-10 7.524325e-10 1.457546e-09 2.650207e-09
 [2,] 1.991827e-10 4.354644e-10 9.041227e-10 1.774271e-09 3.280707e-09
 [3,] 2.429768e-10 5.155240e-10 1.055178e-09 2.064879e-09 3.838492e-09
 [4,] 3.273595e-10 6.497777e-10 1.269327e-09 2.411855e-09 4.414389e-09
 [5,] 5.084819e-10 9.257835e-10 1.680742e-09 3.012832e-09 5.283219e-09
 [6,] 8.839686e-10 1.489010e-09 2.509586e-09 4.198130e-09 6.927512e-09
 [7,] 1.618550e-09 2.564944e-09 4.077153e-09 6.433738e-09 1.002149e-08
 [8,] 2.987869e-09 4.495521e-09 6.828143e-09 1.031894e-08 1.538800e-08
 [9,] 5.440924e-09 7.791699e-09 1.136402e-08 1.658732e-08 2.394727e-08
[10,] 9.660186e-09 1.318448e-08 1.847390e-08 2.610502e-08 3.666559e-08
[11,] 1.656200e-08 2.162182e-08 2.911621e-08 3.982760e-08 5.447997e-08
[12,] 2.714983e-08 3.412813e-08 4.427347e-08 5.864281e-08 7.813200e-08
[13,] 4.215385e-08 5.145913e-08 6.461783e-08 8.303949e-08 1.078440e-07
[14,] 6.150302e-08 7.358748e-08 9.002397e-08 1.126435e-07 1.428704e-07
[15,] 8.385394e-08 9.922285e-08 1.191239e-07 1.458226e-07 1.811382e-07
[16,] 1.065232e-07 1.256950e-07 1.492084e-07 1.796586e-07 2.192962e-07
[17,] 1.260743e-07 1.494602e-07 1.767083e-07 2.104855e-07 2.533718e-07
[18,] 1.394621e-07 1.671813e-07 1.982049e-07 2.348953e-07 2.798768e-07
[19,] 1.452245e-07 1.769380e-07 2.115694e-07 2.507978e-07 2.968727e-07
[20,] 1.440736e-07 1.789413e-07 2.166728e-07 2.580241e-07 3.044599e-07
[21,] 1.385184e-07 1.753412e-07 2.152867e-07 2.581795e-07 3.044655e-07
[22,] 1.316971e-07 1.692054e-07 2.102179e-07 2.538401e-07 2.995356e-07
[23,] 1.260115e-07 1.631750e-07 2.040971e-07 2.474837e-07 2.920927e-07
[24,] 1.222049e-07 1.584190e-07 1.983546e-07 2.405980e-07 2.835749e-07
[25,] 1.192550e-07 1.543107e-07 1.927760e-07 2.332574e-07 2.741488e-07
[26,] 1.150637e-07 1.489138e-07 1.857756e-07 2.242705e-07 2.628822e-07
[27,] 1.075846e-07 1.400346e-07 1.752571e-07 2.118241e-07 2.482665e-07
[28,] 9.584765e-08 1.263508e-07 1.596961e-07 1.943927e-07 2.289244e-07
[29,] 8.040698e-08 1.080905e-07 1.389589e-07 1.715531e-07 2.042885e-07
[30,] 6.305518e-08 8.696937e-08 1.144842e-07 1.443483e-07 1.750136e-07
[31,] 4.604030e-08 6.549008e-08 8.878435e-08 1.150471e-07 1.429557e-07
[32,] 3.124367e-08 4.602845e-08 6.456902e-08 8.644239e-08 1.107237e-07
[33,] 1.969548e-08 3.015296e-08 4.393458e-08 6.102921e-08 8.098155e-08
[34,] 1.153531e-08 1.840192e-08 2.793385e-08 4.040389e-08 5.577648e-08
[35,] 6.280451e-09 1.046299e-08 1.658907e-08 2.506222e-08 3.613312e-08
[36,] 3.181420e-09 5.546070e-09 9.206566e-09 1.457167e-08 2.202385e-08
[37,] 1.501313e-09 2.744355e-09 4.782097e-09 7.954662e-09 1.265175e-08
[38,] 6.612533e-10 1.270540e-09 2.330710e-09 4.088136e-09 6.866775e-09
[39,] 2.725741e-10 5.520380e-10 1.069361e-09 1.984004e-09 3.529239e-09
[40,] 1.055143e-10 2.259067e-10 4.633818e-10 9.113791e-10 1.719116e-09
[41,] 3.849848e-11 8.735029e-11 1.900521e-10 3.964917e-10 7.924856e-10
[42,] 1.327971e-11 3.197038e-11 7.378127e-11 1.630404e-10 3.443715e-10
[43,] 4.336030e-12 1.106946e-11 2.704213e-11 6.309144e-11 1.402462e-10
[44,] 1.338450e-12 3.614118e-12 9.311859e-12 2.283683e-11 5.317554e-11
[45,] 3.890837e-13 1.106773e-12 2.993759e-12 7.681242e-12 1.865095e-11
[46,] 1.059075e-13 3.158709e-13 8.927814e-13 2.385962e-12 6.017747e-12
[47,] 2.681799e-14 8.347572e-14 2.454866e-13 6.808332e-13 1.778131e-12
[48,] 6.277790e-15 2.031065e-14 6.193035e-14 1.777255e-13 4.795275e-13
[49,] 1.351132e-15 4.528657e-15 1.427865e-14 4.230886e-14 1.177380e-13
[50,] 2.661935e-16 9.220081e-16 3.000046e-15 9.164501e-15 2.627462e-14
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.519272e-09 7.223453e-09 1.081801e-08 1.517639e-08 1.994046e-08
 [2,] 5.703832e-09 9.311504e-09 1.426032e-08 2.047527e-08 2.755132e-08
 [3,] 6.747798e-09 1.118270e-08 1.743381e-08 2.553135e-08 3.508869e-08
 [4,] 7.722631e-09 1.283745e-08 2.019032e-08 2.995225e-08 4.182235e-08
 [5,] 8.982644e-09 1.468928e-08 2.294873e-08 3.406982e-08 4.787347e-08
 [6,] 1.120513e-08 1.764187e-08 2.684381e-08 3.921062e-08 5.466621e-08
 [7,] 1.534849e-08 2.301873e-08 3.363539e-08 4.761069e-08 6.489737e-08
 [8,] 2.254623e-08 3.236716e-08 4.539575e-08 6.197018e-08 8.196398e-08
 [9,] 3.397359e-08 4.720173e-08 6.407997e-08 8.479797e-08 1.090402e-07
[10,] 5.072093e-08 6.876356e-08 9.111745e-08 1.177704e-07 1.481348e-07
[11,] 7.367680e-08 9.784372e-08 1.271423e-07 1.613172e-07 1.994670e-07
[12,] 1.033671e-07 1.346463e-07 1.718915e-07 2.145461e-07 2.613805e-07
[13,] 1.396662e-07 1.785882e-07 2.241603e-07 2.754124e-07 3.307564e-07
[14,] 1.813768e-07 2.279603e-07 2.816431e-07 3.408619e-07 4.035672e-07
[15,] 2.258796e-07 2.795862e-07 3.406552e-07 4.067370e-07 4.751303e-07
[16,] 2.692153e-07 3.288614e-07 3.960766e-07 4.676386e-07 5.399917e-07
[17,] 3.068520e-07 3.705406e-07 4.420075e-07 5.173074e-07 5.919690e-07
[18,] 3.349730e-07 4.001971e-07 4.732679e-07 5.499390e-07 6.250455e-07
[19,] 3.516911e-07 4.157088e-07 4.871732e-07 5.621108e-07 6.351842e-07
[20,] 3.575351e-07 4.179384e-07 4.845935e-07 5.542972e-07 6.222001e-07
[21,] 3.549585e-07 4.101923e-07 4.696063e-07 5.309714e-07 5.904594e-07
[22,] 3.471757e-07 3.967604e-07 4.478652e-07 4.990719e-07 5.477534e-07
[23,] 3.369381e-07 3.813050e-07 4.245157e-07 4.655462e-07 5.027434e-07
[24,] 3.257593e-07 3.658201e-07 4.026286e-07 4.351222e-07 4.621385e-07
[25,] 3.137629e-07 3.504576e-07 3.827276e-07 4.092418e-07 4.288585e-07
[26,] 3.000223e-07 3.340671e-07 3.633952e-07 3.864580e-07 4.019058e-07
[27,] 2.831467e-07 3.150369e-07 3.424609e-07 3.638833e-07 3.778163e-07
[28,] 2.618950e-07 2.920384e-07 3.181218e-07 3.388376e-07 3.527981e-07
[29,] 2.356820e-07 2.644648e-07 2.895494e-07 3.099013e-07 3.244256e-07
[30,] 2.048935e-07 2.325805e-07 2.569443e-07 2.770875e-07 2.922121e-07
[31,] 1.709517e-07 1.975006e-07 2.213098e-07 2.414230e-07 2.571678e-07
[32,] 1.360945e-07 1.610611e-07 1.842144e-07 2.044356e-07 2.209680e-07
[33,] 1.028930e-07 1.255406e-07 1.475887e-07 1.678195e-07 1.852930e-07
[34,] 7.363682e-08 9.320542e-08 1.134457e-07 1.332307e-07 1.515071e-07
[35,] 4.980743e-08 6.579096e-08 8.349203e-08 1.020788e-07 1.205695e-07
[36,] 3.184508e-08 4.414029e-08 5.877246e-08 7.531910e-08 9.305801e-08
[37,] 1.927265e-08 2.816399e-08 3.953537e-08 5.335851e-08 6.926780e-08
[38,] 1.105946e-08 1.709435e-08 2.536569e-08 3.612388e-08 4.933731e-08
[39,] 6.022420e-09 9.857321e-09 1.546324e-08 2.321795e-08 3.331611e-08
[40,] 3.108448e-09 5.381459e-09 8.904899e-09 1.405631e-08 2.112521e-08
[41,] 1.515278e-09 2.766100e-09 4.810022e-09 7.950290e-09 1.246762e-08
[42,] 6.937181e-10 1.329612e-09 2.419068e-09 4.169488e-09 6.798162e-09
[43,] 2.962983e-10 5.935524e-10 1.125088e-09 2.014731e-09 3.405057e-09
[44,] 1.172853e-10 2.445354e-10 4.811710e-10 8.925536e-10 1.560085e-09
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[24,] 5.343222e-07 5.372414e-07 5.537186e-07 5.829297e-07 6.195432e-07
[25,] 5.216556e-07 5.145998e-07 5.180971e-07 5.352004e-07 5.643797e-07
[26,] 5.172256e-07 5.031725e-07 4.942825e-07 4.969047e-07 5.135510e-07
[27,] 5.180708e-07 5.023089e-07 4.847965e-07 4.739218e-07 4.756821e-07
[28,] 5.184084e-07 5.068567e-07 4.864789e-07 4.660873e-07 4.539530e-07
[29,] 5.129765e-07 5.101866e-07 4.927221e-07 4.682828e-07 4.458893e-07
[30,] 4.998003e-07 5.075187e-07 4.968621e-07 4.733627e-07 4.453766e-07
[31,] 4.810600e-07 4.979438e-07 4.950721e-07 4.754574e-07 4.458402e-07
[32,] 4.618699e-07 4.843685e-07 4.875184e-07 4.721382e-07 4.430295e-07
[33,] 4.478369e-07 4.717393e-07 4.775657e-07 4.647070e-07 4.362712e-07
[34,] 4.426031e-07 4.645701e-07 4.697007e-07 4.568263e-07 4.279450e-07
[35,] 4.462241e-07 4.647585e-07 4.671165e-07 4.522382e-07 4.216344e-07
[36,] 4.547595e-07 4.703445e-07 4.697827e-07 4.524275e-07 4.197219e-07
[37,] 4.612364e-07 4.756766e-07 4.737337e-07 4.551382e-07 4.213841e-07
[38,] 4.579254e-07 4.732230e-07 4.721556e-07 4.546202e-07 4.220557e-07
[39,] 4.392805e-07 4.565974e-07 4.581829e-07 4.439171e-07 4.150328e-07
[40,] 4.042129e-07 4.234307e-07 4.281762e-07 4.182686e-07 3.946980e-07
[41,] 3.563868e-07 3.764224e-07 3.835756e-07 3.776693e-07 3.595607e-07
[42,] 3.023052e-07 3.218656e-07 3.301017e-07 3.268973e-07 3.131315e-07
[43,] 2.483794e-07 2.666046e-07 2.748457e-07 2.730051e-07 2.620468e-07
[44,] 1.987609e-07 2.153806e-07 2.232056e-07 2.220222e-07 2.127909e-07
[45,] 1.549660e-07 1.700171e-07 1.775100e-07 1.769810e-07 1.692041e-07
[46,] 1.169497e-07 1.304004e-07 1.377101e-07 1.381286e-07 1.320863e-07
[47,] 8.443819e-08 9.603701e-08 1.030498e-07 1.045299e-07 1.005242e-07
[48,] 5.754938e-08 6.695873e-08 7.329040e-08 7.556609e-08 7.353645e-08
[49,] 3.657845e-08 4.362003e-08 4.884203e-08 5.139130e-08 5.087589e-08
[50,] 2.147525e-08 2.627697e-08 3.015341e-08 3.246511e-08 3.281988e-08
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.817720e-12 6.668975e-13 2.615767e-13 1.135479e-13 5.419616e-14
 [2,] 5.039023e-12 2.129745e-12 9.885881e-13 5.028773e-13 2.706668e-13
 [3,] 1.407022e-11 7.006176e-12 3.807908e-12 2.189620e-12 1.281740e-12
 [4,] 4.045157e-11 2.354040e-11 1.448018e-11 9.075953e-12 5.636161e-12
 [5,] 1.190027e-10 7.836671e-11 5.261168e-11 3.502785e-11 2.274471e-11
 [6,] 3.479783e-10 2.501355e-10 1.784727e-10 1.242907e-10 8.373014e-11
 [7,] 9.788404e-10 7.475199e-10 5.577577e-10 4.028680e-10 2.803838e-10
 [8,] 2.585732e-09 2.062915e-09 1.595025e-09 1.189308e-09 8.530559e-10
 [9,] 6.325859e-09 5.221286e-09 4.161542e-09 3.194153e-09 2.357347e-09
[10,] 1.423739e-08 1.208727e-08 9.897871e-09 7.804174e-09 5.918182e-09
[11,] 2.941289e-08 2.558455e-08 2.146885e-08 1.735730e-08 1.350637e-08
[12,] 5.579443e-08 4.956899e-08 4.252228e-08 3.518379e-08 2.804861e-08
[13,] 9.737601e-08 8.810085e-08 7.706682e-08 6.511675e-08 5.308280e-08
[14,] 1.568556e-07 1.441011e-07 1.281847e-07 1.103184e-07 9.174938e-08
[15,] 2.341723e-07 2.178121e-07 1.964442e-07 1.716962e-07 1.452811e-07
[16,] 3.256208e-07 3.058315e-07 2.788187e-07 2.466950e-07 2.116939e-07
[17,] 4.240713e-07 4.013718e-07 3.689056e-07 3.293780e-07 2.856512e-07
[18,] 5.202690e-07 4.957526e-07 4.585709e-07 4.121085e-07 3.600221e-07
[19,] 6.046250e-07 5.803626e-07 5.401788e-07 4.880454e-07 4.285309e-07
[20,] 6.688042e-07 6.481077e-07 6.081133e-07 5.529313e-07 4.879009e-07
[21,] 7.068218e-07 6.939086e-07 6.588553e-07 6.050449e-07 5.379955e-07
[22,] 7.158297e-07 7.146702e-07 6.900702e-07 6.435749e-07 5.798275e-07
[23,] 6.968317e-07 7.094984e-07 6.999587e-07 6.669454e-07 6.129674e-07
[24,] 6.551267e-07 6.804400e-07 6.877812e-07 6.726557e-07 6.344150e-07
[25,] 5.998478e-07 6.331279e-07 6.552539e-07 6.588986e-07 6.398854e-07
[26,] 5.420910e-07 5.763034e-07 6.074971e-07 6.266623e-07 6.265609e-07
[27,] 4.919177e-07 5.197560e-07 5.523357e-07 5.805398e-07 5.952445e-07
[28,] 4.554234e-07 4.713824e-07 4.979460e-07 5.274408e-07 5.503814e-07
[29,] 4.333180e-07 4.348748e-07 4.501349e-07 4.740040e-07 4.980858e-07
[30,] 4.217516e-07 4.093066e-07 4.108615e-07 4.244093e-07 4.436937e-07
[31,] 4.148842e-07 3.907483e-07 3.787525e-07 3.798554e-07 3.904358e-07
[32,] 4.078137e-07 3.748865e-07 3.510715e-07 3.397004e-07 3.397450e-07
[33,] 3.984994e-07 3.592376e-07 3.258548e-07 3.032370e-07 2.925098e-07
[34,] 3.880321e-07 3.440143e-07 3.030993e-07 2.709306e-07 2.501592e-07
[35,] 3.793798e-07 3.314707e-07 2.845830e-07 2.445267e-07 2.148677e-07
[36,] 3.752094e-07 3.241312e-07 2.725451e-07 2.261064e-07 1.888497e-07
[37,] 3.756790e-07 3.226740e-07 2.678530e-07 2.166025e-07 1.731772e-07
[38,] 3.773222e-07 3.245136e-07 2.685551e-07 2.145134e-07 1.667314e-07
[39,] 3.739374e-07 3.240881e-07 2.697666e-07 2.156095e-07 1.659049e-07
[40,] 3.593851e-07 3.150876e-07 2.653226e-07 2.141099e-07 1.654551e-07
[41,] 3.308119e-07 2.935638e-07 2.505421e-07 2.049876e-07 1.603520e-07
[42,] 2.902453e-07 2.600085e-07 2.245082e-07 1.861919e-07 1.477677e-07
[43,] 2.434897e-07 2.190269e-07 1.903968e-07 1.594298e-07 1.280851e-07
[44,] 1.971437e-07 1.768810e-07 1.536777e-07 1.290308e-07 1.043301e-07
[45,] 1.557843e-07 1.386162e-07 1.194516e-07 9.970133e-08 8.044494e-08
[46,] 1.209453e-07 1.065220e-07 9.059841e-08 7.460234e-08 5.951107e-08
[47,] 9.199127e-08 8.045722e-08 6.756916e-08 5.472338e-08 4.287714e-08
[48,] 6.772489e-08 5.923455e-08 4.940892e-08 3.948778e-08 3.037737e-08
[49,] 4.747147e-08 4.185068e-08 3.496966e-08 2.780323e-08 2.112890e-08
[50,] 3.118678e-08 2.789881e-08 2.354486e-08 1.879799e-08 1.424848e-08
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.733990e-14 1.397400e-14 7.030060e-15 3.424141e-15 1.600057e-15
 [2,] 1.480373e-13 7.993041e-14 4.189481e-14 2.111819e-14 1.018014e-14
 [3,] 7.423001e-13 4.181999e-13 2.270639e-13 1.181518e-13 5.868899e-14
 [4,] 3.410079e-12 1.991726e-12 1.116949e-12 5.991576e-13 3.064783e-13
 [5,] 1.427440e-11 8.614538e-12 4.981952e-12 2.752916e-12 1.449498e-12
 [6,] 5.430260e-11 3.380035e-11 2.014004e-11 1.145841e-11 6.208445e-12
 [7,] 1.875197e-10 1.202552e-10 7.378153e-11 4.320300e-11 2.408188e-11
 [8,] 5.875640e-10 3.879091e-10 2.449391e-10 1.475609e-10 8.459604e-11
 [9,] 1.670487e-09 1.134582e-09 7.369391e-10 4.565921e-10 2.691447e-10
[10,] 4.310511e-09 3.009718e-09 2.009782e-09 1.280105e-09 7.756056e-10
[11,] 1.010032e-08 7.243897e-09 4.969803e-09 3.252495e-09 2.024806e-09
[12,] 2.150843e-08 1.582853e-08 1.114811e-08 7.491863e-09 4.789869e-09
[13,] 4.167393e-08 3.142904e-08 2.270083e-08 1.565303e-08 1.027163e-08
[14,] 7.359793e-08 5.678735e-08 4.200863e-08 2.969038e-08 1.998124e-08
[15,] 1.187816e-07 9.357021e-08 7.077000e-08 5.119776e-08 3.529891e-08
[16,] 1.758794e-07 1.410720e-07 1.088403e-07 8.044713e-08 5.673954e-08
[17,] 2.403180e-07 1.956197e-07 1.535041e-07 1.156304e-07 8.325639e-08
[18,] 3.055749e-07 2.514704e-07 1.999698e-07 1.530077e-07 1.121470e-07
[19,] 3.657868e-07 3.031634e-07 2.432968e-07 1.883264e-07 1.399795e-07
[20,] 4.182004e-07 3.481054e-07 2.808816e-07 2.189982e-07 1.643246e-07
[21,] 4.637231e-07 3.875969e-07 3.138694e-07 2.456963e-07 1.853174e-07
[22,] 5.049869e-07 4.253062e-07 3.462364e-07 2.720620e-07 2.058587e-07
[23,] 5.431776e-07 4.639784e-07 3.818141e-07 3.023460e-07 2.299854e-07
[24,] 5.759233e-07 5.025821e-07 4.211017e-07 3.383165e-07 2.602157e-07
[25,] 5.978276e-07 5.359120e-07 4.600174e-07 3.774401e-07 2.955181e-07
[26,] 6.032762e-07 5.569237e-07 4.914363e-07 4.135406e-07 3.312223e-07
[27,] 5.895079e-07 5.601616e-07 5.084279e-07 4.394445e-07 3.608833e-07
[28,] 5.579103e-07 5.440382e-07 5.070734e-07 4.498635e-07 3.788424e-07
[29,] 5.129747e-07 5.108087e-07 4.873327e-07 4.428700e-07 3.819679e-07
[30,] 4.600318e-07 4.648295e-07 4.520037e-07 4.195619e-07 3.698916e-07
[31,] 4.034599e-07 4.106617e-07 4.050270e-07 3.827684e-07 3.441882e-07
[32,] 3.462925e-07 3.522052e-07 3.503981e-07 3.359633e-07 3.074519e-07
[33,] 2.909212e-07 2.929180e-07 2.920331e-07 2.829244e-07 2.628795e-07
[34,] 2.399136e-07 2.363458e-07 2.340478e-07 2.278315e-07 2.142592e-07
[35,] 1.961809e-07 1.861894e-07 1.807279e-07 1.751763e-07 1.658646e-07
[36,] 1.623740e-07 1.457120e-07 1.359204e-07 1.291652e-07 1.219187e-07
[37,] 1.398930e-07 1.168289e-07 1.021365e-07 9.282544e-08 8.574014e-08
[38,] 1.280500e-07 9.939403e-08 7.986639e-08 6.729262e-08 5.900132e-08
[39,] 1.238541e-07 9.106593e-08 6.746939e-08 5.165381e-08 4.148055e-08
[40,] 1.226882e-07 8.790265e-08 6.171329e-08 4.340923e-08 3.140546e-08
[41,] 1.197800e-07 8.556284e-08 5.879369e-08 3.935299e-08 2.619855e-08
[42,] 1.118852e-07 8.069554e-08 5.548602e-08 3.654760e-08 2.331216e-08
[43,] 9.833819e-08 7.191559e-08 5.000153e-08 3.306262e-08 2.086937e-08
[44,] 8.089575e-08 5.990025e-08 4.220996e-08 2.824487e-08 1.794332e-08
[45,] 6.252611e-08 4.661383e-08 3.318788e-08 2.248310e-08 1.445626e-08
[46,] 4.591952e-08 3.416139e-08 2.439841e-08 1.665500e-08 1.082373e-08
[47,] 3.254612e-08 2.391375e-08 1.696209e-08 1.156759e-08 7.550704e-09
[48,] 2.258025e-08 1.625467e-08 1.133359e-08 7.639134e-09 4.959651e-09
[49,] 1.542062e-08 1.085575e-08 7.394648e-09 4.879953e-09 3.117035e-09
[50,] 1.029710e-08 7.128584e-09 4.749771e-09 3.057905e-09 1.906662e-09
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 7.133856e-16 3.023271e-16 1.214339e-16 4.612144e-17 1.653260e-17
 [2,] 4.674623e-15 2.038444e-15 8.419751e-16 3.287119e-16 1.210797e-16
 [3,] 2.774104e-14 1.244386e-14 5.284745e-15 2.120551e-15 8.025857e-16
 [4,] 1.490712e-13 6.877339e-14 3.002629e-14 1.238214e-14 4.814998e-15
 [5,] 7.253266e-13 3.440996e-13 1.544286e-13 6.544155e-14 2.614476e-14
 [6,] 3.195444e-12 1.558623e-12 7.189502e-13 3.130552e-13 1.284859e-13
 [7,] 1.274636e-11 6.391338e-12 3.029811e-12 1.355494e-12 5.714896e-13
 [8,] 4.603692e-11 2.372693e-11 1.155797e-11 5.312346e-12 2.300623e-12
 [9,] 1.505595e-10 7.974471e-11 3.991212e-11 1.884484e-11 8.382439e-12
[10,] 4.458851e-10 2.426584e-10 1.247676e-10 6.051020e-11 2.764351e-11
[11,] 1.195914e-09 6.685873e-10 3.531014e-10 1.758794e-10 8.251429e-11
[12,] 2.905509e-09 1.668218e-09 9.047865e-10 4.627957e-10 2.229506e-10
[13,] 6.396250e-09 3.770379e-09 2.099542e-09 1.102599e-09 5.453618e-10
[14,] 1.276555e-08 7.722128e-09 4.413476e-09 2.379132e-09 1.207965e-09
[15,] 2.311840e-08 1.434258e-08 8.409596e-09 4.651645e-09 2.423799e-09
[16,] 3.805078e-08 2.418918e-08 1.454045e-08 8.248500e-09 4.409021e-09
[17,] 5.707651e-08 3.713059e-08 2.285840e-08 1.328774e-08 7.281330e-09
[18,] 7.840547e-08 5.209267e-08 3.279014e-08 1.950660e-08 1.094620e-08
[19,] 9.946444e-08 6.729350e-08 4.320144e-08 2.624476e-08 1.505439e-08
[20,] 1.181475e-07 8.106000e-08 5.287633e-08 3.269372e-08 1.911401e-08
[21,] 1.341679e-07 9.287674e-08 6.125183e-08 3.836318e-08 2.275893e-08
[22,] 1.495516e-07 1.039760e-07 6.896304e-08 4.350866e-08 2.604397e-08
[23,] 1.676840e-07 1.169027e-07 7.773725e-08 4.919130e-08 2.955834e-08
[24,] 1.912729e-07 1.341153e-07 8.953850e-08 5.681883e-08 3.421673e-08
[25,] 2.204302e-07 1.563956e-07 1.053905e-07 6.736224e-08 4.078961e-08
[26,] 2.520899e-07 1.820500e-07 1.245834e-07 8.069834e-08 4.942752e-08
[27,] 2.811032e-07 2.073895e-07 1.447474e-07 9.547499e-08 5.946154e-08
[28,] 3.022498e-07 2.281287e-07 1.627075e-07 1.095571e-07 6.958721e-08
[29,] 3.119330e-07 2.408210e-07 1.755624e-07 1.207504e-07 7.829766e-08
[30,] 3.087781e-07 2.436030e-07 1.814008e-07 1.273891e-07 8.430747e-08
[31,] 2.932494e-07 2.361417e-07 1.794498e-07 1.285659e-07 8.678171e-08
[32,] 2.669726e-07 2.192135e-07 1.698683e-07 1.240762e-07 8.536411e-08
[33,] 2.323395e-07 1.943879e-07 1.535311e-07 1.142944e-07 8.012427e-08
[34,] 1.924442e-07 1.639503e-07 1.319609e-07 1.001262e-07 7.153060e-08
[35,] 1.509947e-07 1.308435e-07 1.072977e-07 8.299689e-08 6.045014e-08
[36,] 1.118775e-07 9.835205e-08 8.209518e-08 6.473595e-08 4.809131e-08
[37,] 7.840287e-08 6.949045e-08 5.886904e-08 4.727360e-08 3.581936e-08
[38,] 5.257173e-08 4.633588e-08 3.954299e-08 3.222224e-08 2.486794e-08
[39,] 3.473706e-08 2.963550e-08 2.505422e-08 2.052718e-08 1.606314e-08
[40,] 2.380204e-08 1.886262e-08 1.529979e-08 1.234948e-08 9.687321e-09
[41,] 1.781469e-08 1.264849e-08 9.412059e-09 7.211764e-09 5.533352e-09
[42,] 1.467410e-08 9.355333e-09 6.194175e-09 4.302277e-09 3.096502e-09
[43,] 1.268921e-08 7.556300e-09 4.516239e-09 2.782996e-09 1.796967e-09
[44,] 1.085159e-08 6.293667e-09 3.550455e-09 1.992203e-09 1.142688e-09
[45,] 8.815400e-09 5.107322e-09 2.827578e-09 1.513686e-09 7.991752e-10
[46,] 6.677349e-09 3.905208e-09 2.167153e-09 1.146093e-09 5.831927e-10
[47,] 4.697792e-09 2.776690e-09 1.556157e-09 8.269828e-10 4.179941e-10
[48,] 3.087991e-09 1.835730e-09 1.038085e-09 5.570034e-10 2.833717e-10
[49,] 1.921513e-09 1.138499e-09 6.454442e-10 3.486928e-10 1.789553e-10
[50,] 1.151644e-09 6.725403e-10 3.783728e-10 2.041792e-10 1.052195e-10

> 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  
  454297.11        22.54  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1uc491257394509.ps tmp/1uc491257394509.png")
> system("convert tmp/2jgj51257394509.ps tmp/2jgj51257394509.png")
> system("convert tmp/3vgri1257394509.ps tmp/3vgri1257394509.png")
> system("convert tmp/46e461257394509.ps tmp/46e461257394509.png")
> system("convert tmp/5yuq11257394509.ps tmp/5yuq11257394509.png")
> system("convert tmp/67q3r1257394509.ps tmp/67q3r1257394509.png")
> system("convert tmp/7td5p1257394509.ps tmp/7td5p1257394509.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.050   2.037   3.339