R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'license()' or 'licence()' for distribution details.

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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(9,8.6,8.8,8.5,8.3,8.2,8,7.9,8,9.3,9.6,9,8.7,8.3,8.4,7.8,7.8,7.6,7.7,7.6,7.6,8.6,8.6,8.2,7.5,7.1,7,6.9,6.6,6.3,6.1,5.9,6,7.2,7.2,6.4,6.1,5.9,6.1,5.9,5.8,5.7,5.6,5.3,5.5,6.5,6.5,6.1,5.9,5.8,6.2,6.5,6.6,6.7,6.6,6.5,6.8,7.8,7.9,7.4)
> y <- c(100.64,100.63,100.43,100.8,101.33,101.88,101.85,102.04,102.22,102.63,102.65,102.54,102.37,102.68,102.76,102.82,103.31,103.23,103.6,103.95,103.93,104.25,104.38,104.36,104.32,104.58,104.68,104.92,105.46,105.23,105.58,105.34,105.28,105.7,105.67,105.71,106.19,106.93,107.44,107.85,108.71,109.32,109.49,110.2,110.62,111.22,110.88,111.15,111.29,111.09,111.24,111.45,111.75,111.07,111.17,110.96,110.5,110.48,110.66,110.46)
> x <- c(101,100.88,100.55,100.83,101.51,102.16,102.39,102.54,102.85,103.47,103.57,103.69,103.5,103.47,103.45,103.48,103.93,103.89,104.4,104.79,104.77,105.13,105.26,104.96,104.75,105.01,105.15,105.2,105.77,105.78,106.26,106.13,106.12,106.57,106.44,106.54,107.1,108.1,108.4,108.84,109.62,110.42,110.67,111.66,112.28,112.87,112.18,112.36,112.16,111.49,111.25,111.36,111.74,111.1,111.33,111.25,111.04,110.97,111.31,111.02)
> 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 2.23 loaded
Copyright M. P. Wand 1997-2009

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1mffr1257510650.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/26cec1257510650.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/3v3tm1257510650.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/48efl1257510650.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/5x7x81257510650.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  
     2.2307       0.9727  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/68gef1257510650.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]  98.88216  99.17636  99.47056  99.76475 100.05895 100.35315 100.64735
 [8] 100.94154 101.23574 101.52994 101.82414 102.11833 102.41253 102.70673
[15] 103.00093 103.29512 103.58932 103.88352 104.17772 104.47191 104.76611
[22] 105.06031 105.35451 105.64870 105.94290 106.23710 106.53130 106.82549
[29] 107.11969 107.41389 107.70809 108.00228 108.29648 108.59068 108.88488
[36] 109.17907 109.47327 109.76747 110.06167 110.35586 110.65006 110.94426
[43] 111.23846 111.53265 111.82685 112.12105 112.41525 112.70944 113.00364
[50] 113.29784

$yords
 [1]  4.665273  4.778935  4.892598  5.006260  5.119922  5.233585  5.347247
 [8]  5.460909  5.574572  5.688234  5.801896  5.915559  6.029221  6.142883
[15]  6.256546  6.370208  6.483870  6.597533  6.711195  6.824857  6.938520
[22]  7.052182  7.165844  7.279507  7.393169  7.506831  7.620493  7.734156
[29]  7.847818  7.961480  8.075143  8.188805  8.302467  8.416130  8.529792
[36]  8.643454  8.757117  8.870779  8.984441  9.098104  9.211766  9.325428
[43]  9.439091  9.552753  9.666415  9.780078  9.893740 10.007402 10.121065
[50] 10.234727

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.529994e-35 5.003609e-33 2.854276e-31 1.397870e-29 5.878051e-28
 [2,] 1.114456e-32 6.581263e-31 3.336566e-29 1.452348e-27 5.428268e-26
 [3,] 1.388103e-30 7.285138e-29 3.282614e-27 1.270006e-25 4.219259e-24
 [4,] 1.455030e-28 6.786901e-27 2.718063e-25 9.347081e-24 2.760347e-22
 [5,] 1.283588e-26 5.321358e-25 1.894227e-23 5.790227e-22 1.520052e-20
 [6,] 9.529963e-25 3.511562e-23 1.111085e-21 3.019088e-20 7.045843e-19
 [7,] 5.954954e-23 1.950363e-21 5.485511e-20 1.325040e-18 2.749167e-17
 [8,] 3.131837e-21 9.117605e-20 2.279581e-18 4.895201e-17 9.029827e-16
 [9,] 1.386305e-19 3.587592e-18 7.973882e-17 1.522335e-15 2.496780e-14
[10,] 5.165018e-18 1.188222e-16 2.347890e-15 3.985354e-14 5.811982e-13
[11,] 1.619759e-16 3.312671e-15 5.819626e-14 8.783320e-13 1.139024e-11
[12,] 4.275718e-15 7.774303e-14 1.214339e-12 1.629697e-11 1.879455e-10
[13,] 9.500817e-14 1.535899e-12 2.133198e-11 2.545861e-10 2.611258e-09
[14,] 1.777153e-12 2.554485e-11 3.154963e-10 3.348671e-09 3.055091e-08
[15,] 2.798454e-11 3.576889e-10 3.928767e-09 3.708982e-08 3.010233e-07
[16,] 3.709931e-10 4.216950e-09 4.119587e-08 3.459617e-07 2.498260e-06
[17,] 4.140897e-09 4.186161e-08 3.637725e-07 2.717998e-06 1.746680e-05
[18,] 3.891687e-08 3.499463e-07 2.705464e-06 1.798847e-05 1.029035e-04
[19,] 3.079913e-07 2.463828e-06 1.694975e-05 1.003144e-04 5.110069e-04
[20,] 2.052823e-06 1.461222e-05 8.947347e-05 4.715144e-04 2.139910e-03
[21,] 1.152521e-05 7.301589e-05 3.980804e-04 1.868869e-03 7.561472e-03
[22,] 5.451654e-05 3.075029e-04 1.493425e-03 6.250103e-03 2.256575e-02
[23,] 2.173330e-04 1.091953e-03 4.727240e-03 1.765300e-02 5.695191e-02
[24,] 7.305263e-04 3.271621e-03 1.263732e-02 4.216776e-02 1.218105e-01
[25,] 2.071811e-03 8.278607e-03 2.857389e-02 8.537728e-02 2.215339e-01
[26,] 4.962787e-03 1.772065e-02 5.477839e-02 1.470700e-01 3.445398e-01
[27,] 1.005824e-02 3.217430e-02 8.941421e-02 2.169458e-01 4.627603e-01
[28,] 1.730128e-02 4.979184e-02 1.252171e-01 2.772491e-01 5.460017e-01
[29,] 2.540267e-02 6.627609e-02 1.525570e-01 3.133131e-01 5.820122e-01
[30,] 3.218682e-02 7.717155e-02 1.657656e-01 3.237856e-01 5.836780e-01
[31,] 3.593296e-02 8.101698e-02 1.671989e-01 3.206072e-01 5.768444e-01
[32,] 3.666618e-02 8.039364e-02 1.649922e-01 3.194484e-01 5.837335e-01
[33,] 3.612525e-02 7.986923e-02 1.674322e-01 3.321779e-01 6.206600e-01
[34,] 3.654058e-02 8.347952e-02 1.809761e-01 3.702157e-01 7.105595e-01
[35,] 3.989502e-02 9.525446e-02 2.149604e-01 4.548919e-01 8.934872e-01
[36,] 4.912019e-02 1.232113e-01 2.885466e-01 6.221454e-01 1.217308e+00
[37,] 7.081410e-02 1.832490e-01 4.311783e-01 9.096328e-01 1.702171e+00
[38,] 1.169873e-01 2.971484e-01 6.687567e-01 1.323646e+00 2.293820e+00
[39,] 2.020674e-01 4.798995e-01 9.960663e-01 1.803369e+00 2.847622e+00
[40,] 3.326430e-01 7.191532e-01 1.353364e+00 2.219933e+00 3.182507e+00
[41,] 4.938941e-01 9.628380e-01 1.636351e+00 2.433453e+00 3.184248e+00
[42,] 6.452787e-01 1.134531e+00 1.748020e+00 2.375534e+00 2.875393e+00
[43,] 7.363753e-01 1.174741e+00 1.656918e+00 2.088325e+00 2.391845e+00
[44,] 7.358181e-01 1.076739e+00 1.412133e+00 1.688986e+00 1.894521e+00
[45,] 6.498486e-01 8.863548e-01 1.105852e+00 1.297584e+00 1.490544e+00
[46,] 5.150154e-01 6.696167e-01 8.205754e-01 9.850382e-01 1.205905e+00
[47,] 3.741627e-01 4.781897e-01 5.987727e-01 7.628086e-01 1.004743e+00
[48,] 2.563833e-01 3.343773e-01 4.426826e-01 6.033700e-01 8.322240e-01
[49,] 1.713788e-01 2.355410e-01 3.320531e-01 4.716773e-01 6.543203e-01
[50,] 1.148477e-01 1.674110e-01 2.449870e-01 3.487581e-01 4.720175e-01
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.122422e-26 6.581210e-25 1.752668e-23 4.009230e-22 7.878488e-21
 [2,] 1.742247e-24 4.802436e-23 1.137008e-21 2.312413e-20 4.040388e-19
 [3,] 1.203793e-22 2.949854e-21 6.209133e-20 1.122783e-18 1.744430e-17
 [4,] 7.001085e-21 1.525214e-19 2.854380e-18 4.589484e-17 6.340871e-16
 [5,] 3.427407e-19 6.638494e-18 1.104650e-16 1.579393e-15 1.940583e-14
 [6,] 1.412429e-17 2.432384e-16 3.599043e-15 4.576094e-14 5.000658e-13
 [7,] 4.899864e-16 7.503020e-15 9.872322e-14 1.116354e-12 1.085083e-11
 [8,] 1.430988e-14 1.948508e-13 2.280054e-12 2.293190e-11 1.982776e-10
 [9,] 3.518336e-13 4.260386e-12 4.433923e-11 3.966784e-10 3.051399e-09
[10,] 7.283036e-12 7.843406e-11 7.260764e-10 5.778835e-09 3.955428e-08
[11,] 1.269366e-10 1.215909e-09 1.001308e-08 7.090825e-08 4.319418e-07
[12,] 1.862908e-09 1.587364e-08 1.163038e-07 7.329492e-07 3.974504e-06
[13,] 2.302305e-08 1.745335e-07 1.137952e-06 6.383465e-06 3.082359e-05
[14,] 2.396344e-07 1.616482e-06 9.380841e-06 4.685532e-05 2.015505e-04
[15,] 2.100921e-06 1.261340e-05 6.517137e-05 2.899563e-04 1.111723e-03
[16,] 1.551760e-05 8.294146e-05 3.816963e-04 1.513507e-03 5.176208e-03
[17,] 9.658232e-05 4.597615e-04 1.885497e-03 6.668016e-03 2.036233e-02
[18,] 5.067233e-04 2.149377e-03 7.860634e-03 2.481768e-02 6.776407e-02
[19,] 2.242012e-03 8.479779e-03 2.768218e-02 7.813189e-02 1.911223e-01
[20,] 8.370856e-03 2.825750e-02 8.245260e-02 2.084425e-01 4.580251e-01
[21,] 2.639689e-02 7.963708e-02 2.080989e-01 4.724833e-01 9.362283e-01
[22,] 7.039666e-02 1.901738e-01 4.462627e-01 9.135981e-01 1.641540e+00
[23,] 1.590826e-01 3.859189e-01 8.165878e-01 1.516140e+00 2.490102e+00
[24,] 3.055677e-01 6.685581e-01 1.283529e+00 2.179974e+00 3.310173e+00
[25,] 5.014163e-01 9.961315e-01 1.751609e+00 2.755612e+00 3.927909e+00
[26,] 7.088921e-01 1.292289e+00 2.110626e+00 3.128301e+00 4.262522e+00
[27,] 8.759667e-01 1.488851e+00 2.302403e+00 3.280578e+00 4.348011e+00
[28,] 9.685226e-01 1.568840e+00 2.349339e+00 3.279161e+00 4.278768e+00
[29,] 9.919876e-01 1.569861e+00 2.322200e+00 3.214265e+00 4.152955e+00
[30,] 9.819064e-01 1.549082e+00 2.290065e+00 3.161346e+00 4.060543e+00
[31,] 9.765440e-01 1.551657e+00 2.304385e+00 3.186543e+00 4.087078e+00
[32,] 1.002805e+00 1.612239e+00 2.415805e+00 3.356912e+00 4.294177e+00
[33,] 1.086858e+00 1.774787e+00 2.683897e+00 3.722821e+00 4.684227e+00
[34,] 1.270628e+00 2.096656e+00 3.155132e+00 4.278460e+00 5.174289e+00
[35,] 1.608589e+00 2.619847e+00 3.815194e+00 4.923310e+00 5.595728e+00
[36,] 2.133805e+00 3.317516e+00 4.543453e+00 5.458936e+00 5.745359e+00
[37,] 2.804648e+00 4.051122e+00 5.119532e+00 5.661744e+00 5.496072e+00
[38,] 3.473232e+00 4.594564e+00 5.319858e+00 5.416686e+00 4.898841e+00
[39,] 3.927421e+00 4.746582e+00 5.058113e+00 4.809456e+00 4.178245e+00
[40,] 4.005475e+00 4.459265e+00 4.451160e+00 4.086718e+00 3.613449e+00
[41,] 3.698401e+00 3.870007e+00 3.747520e+00 3.515000e+00 3.394885e+00
[42,] 3.149879e+00 3.210156e+00 3.182607e+00 3.246191e+00 3.540076e+00
[43,] 2.559947e+00 2.673516e+00 2.867596e+00 3.260211e+00 3.893300e+00
[44,] 2.077828e+00 2.335333e+00 2.761050e+00 3.393409e+00 4.203097e+00
[45,] 1.750409e+00 2.148056e+00 2.716729e+00 3.433521e+00 4.246848e+00
[46,] 1.533913e+00 1.996482e+00 2.578146e+00 3.235000e+00 3.934481e+00
[47,] 1.346049e+00 1.778248e+00 2.268109e+00 2.785514e+00 3.327727e+00
[48,] 1.126043e+00 1.462585e+00 1.817610e+00 2.185040e+00 2.576607e+00
[49,] 8.668968e-01 1.092326e+00 1.323649e+00 1.568484e+00 1.833607e+00
[50,] 6.041750e-01 7.392858e-01 8.810998e-01 1.036845e+00 1.201082e+00
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.330148e-19 1.929713e-18 2.405950e-17 2.578425e-16 2.375664e-15
 [2,] 6.065884e-18 7.826052e-17 8.678389e-16 8.273005e-15 6.781310e-14
 [3,] 2.328981e-16 2.672400e-15 2.635946e-14 2.235424e-13 1.630359e-12
 [4,] 7.528926e-15 7.684057e-14 6.742270e-13 5.087216e-12 3.301735e-11
 [5,] 2.049378e-13 1.860554e-12 1.452405e-11 9.751573e-11 5.633221e-10
 [6,] 4.697453e-12 3.793961e-11 2.635287e-10 1.574727e-09 8.098614e-09
 [7,] 9.067540e-11 6.516098e-10 4.027971e-09 2.142653e-08 9.813290e-08
 [8,] 1.474169e-09 9.427225e-09 5.187277e-08 2.457083e-07 1.002569e-06
 [9,] 2.018774e-08 1.149086e-07 5.629698e-07 2.375447e-06 8.639786e-06
[10,] 2.329072e-07 1.180294e-06 5.150589e-06 1.936934e-05 6.284098e-05
[11,] 2.264255e-06 1.021938e-05 3.974034e-05 1.332838e-04 3.860879e-04
[12,] 1.855395e-05 7.461470e-05 2.587299e-04 7.745821e-04 2.005890e-03
[13,] 1.281971e-04 4.596391e-04 1.422403e-03 3.805734e-03 8.825656e-03
[14,] 7.472589e-04 2.390625e-03 6.609901e-03 1.583090e-02 3.295151e-02
[15,] 3.677159e-03 1.050819e-02 2.599904e-02 5.586071e-02 1.046826e-01
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[28,] 7.684191e-05 2.486990e-05 6.964689e-06 1.685875e-06 3.523923e-07
[29,] 8.901696e-05 2.581560e-05 6.471313e-06 1.400819e-06 2.616155e-07
[30,] 8.752157e-05 2.272008e-05 5.093138e-06 9.850386e-07 1.642324e-07
[31,] 7.295867e-05 1.693706e-05 3.392270e-06 5.857062e-07 8.711379e-08
[32,] 5.151568e-05 1.068504e-05 1.910502e-06 2.942630e-07 3.901728e-08
[33,] 3.078296e-05 5.699857e-06 9.091412e-07 1.248335e-07 1.474740e-08
[34,] 1.555351e-05 2.569066e-06 3.653017e-07 4.469016e-08 4.701560e-09
[35,] 6.639983e-06 9.777326e-07 1.238666e-07 1.349454e-08 1.263712e-09
[36,] 2.393517e-06 3.140112e-07 3.542587e-08 3.435440e-09 2.862696e-10
[37,] 7.280880e-07 8.506117e-08 8.542069e-09 7.370996e-10 5.463740e-11
[38,] 1.868055e-07 1.942636e-08 1.735892e-09 1.332464e-10 8.783754e-12
[39,] 4.040802e-08 3.739101e-09 2.972123e-10 2.028893e-11 1.189196e-12
[40,] 7.366473e-09 6.063537e-10 4.286315e-11 2.601628e-12 1.355606e-13
[41,] 1.131444e-09 8.282412e-11 5.205741e-12 2.808904e-13 1.300939e-14
[42,] 1.463785e-10 9.527254e-12 5.323361e-13 2.553122e-14 1.050927e-15
[43,] 1.594780e-11 9.227477e-13 4.582809e-14 1.953430e-15 7.145584e-17
[44,] 1.462944e-12 7.523841e-14 3.320995e-15 1.257978e-16 4.089006e-18
[45,] 1.129783e-13 5.164003e-15 2.025598e-16 6.818088e-18 1.969175e-19
[46,] 7.344335e-15 2.983194e-16 1.039807e-17 3.109845e-19 7.980217e-21
[47,] 4.018445e-16 1.450411e-17 4.491988e-19 1.193655e-20 2.721389e-22
[48,] 1.850447e-17 5.934521e-19 1.633004e-20 3.855343e-22 7.809001e-24
[49,] 7.171004e-19 2.043349e-20 4.995507e-22 1.047794e-23 1.885458e-25
[50,] 2.338553e-20 5.920320e-22 1.285886e-23 2.396114e-25 3.830424e-27

> 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  
    30.8151      -0.2226  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7qqyx1257510650.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]  98.97787  99.29347  99.60906  99.92466 100.24026 100.55585 100.87145
 [8] 101.18705 101.50265 101.81824 102.13384 102.44944 102.76503 103.08063
[15] 103.39623 103.71183 104.02742 104.34302 104.65862 104.97422 105.28981
[22] 105.60541 105.92101 106.23660 106.55220 106.86780 107.18340 107.49899
[29] 107.81459 108.13019 108.44578 108.76138 109.07698 109.39258 109.70817
[36] 110.02377 110.33937 110.65497 110.97056 111.28616 111.60176 111.91735
[43] 112.23295 112.54855 112.86415 113.17974 113.49534 113.81094 114.12653
[50] 114.44213

$yords
 [1]  4.665273  4.778935  4.892598  5.006260  5.119922  5.233585  5.347247
 [8]  5.460909  5.574572  5.688234  5.801896  5.915559  6.029221  6.142883
[15]  6.256546  6.370208  6.483870  6.597533  6.711195  6.824857  6.938520
[22]  7.052182  7.165844  7.279507  7.393169  7.506831  7.620493  7.734156
[29]  7.847818  7.961480  8.075143  8.188805  8.302467  8.416130  8.529792
[36]  8.643454  8.757117  8.870779  8.984441  9.098104  9.211766  9.325428
[43]  9.439091  9.552753  9.666415  9.780078  9.893740 10.007402 10.121065
[50] 10.234727

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 5.483885e-41 5.619451e-39 4.914509e-37 3.668365e-35 2.337224e-33
 [2,] 1.913171e-38 1.719341e-36 1.318772e-34 8.633859e-33 4.825035e-31
 [3,] 5.468117e-36 4.309862e-34 2.899408e-32 1.664972e-30 8.161923e-29
 [4,] 1.280398e-33 8.851247e-32 5.222850e-30 2.630809e-28 1.131332e-26
 [5,] 2.456379e-31 1.489385e-29 7.708827e-28 3.406265e-26 1.285057e-24
 [6,] 3.861001e-29 2.053450e-27 9.323250e-26 3.614041e-24 1.196223e-22
 [7,] 4.972463e-27 2.319805e-25 9.239807e-24 3.142352e-22 9.126079e-21
 [8,] 5.247291e-25 2.147515e-23 7.504218e-22 2.239225e-20 5.706602e-19
 [9,] 4.537373e-23 1.629129e-21 4.994774e-20 1.307818e-18 2.924981e-17
[10,] 3.215204e-21 1.012842e-19 2.724773e-18 6.261016e-17 1.229044e-15
[11,] 1.867098e-19 5.160817e-18 1.218367e-16 2.457113e-15 4.234026e-14
[12,] 8.886137e-18 2.155379e-16 4.465828e-15 7.905654e-14 1.196022e-12
[13,] 3.466390e-16 7.378936e-15 1.341977e-13 2.085616e-12 2.770675e-11
[14,] 1.108402e-14 2.070961e-13 3.306427e-12 4.512068e-11 5.264602e-10
[15,] 2.905460e-13 4.765494e-12 6.680388e-11 8.006295e-10 8.206611e-09
[16,] 6.244218e-12 8.992050e-11 1.106985e-09 1.165425e-08 1.049735e-07
[17,] 1.100379e-10 1.391523e-09 1.504731e-08 1.391970e-07 1.102124e-06
[18,] 1.590277e-09 1.766366e-08 1.678209e-07 1.364528e-06 9.500701e-06
[19,] 1.885138e-08 1.839583e-07 1.536079e-06 1.098188e-05 6.727000e-05
[20,] 1.833340e-07 1.572224e-06 1.154233e-05 7.258965e-05 3.914073e-04
[21,] 1.463109e-06 1.103048e-05 7.122685e-05 3.942514e-04 1.872503e-03
[22,] 9.584511e-06 6.354983e-05 3.611244e-04 1.760404e-03 7.370626e-03
[23,] 5.155544e-05 3.007896e-04 1.505115e-03 6.466827e-03 2.389220e-02
[24,] 2.278121e-04 1.170239e-03 5.160366e-03 1.956116e-02 6.385304e-02
[25,] 8.273889e-04 3.744970e-03 1.456732e-02 4.878000e-02 1.409260e-01
[26,] 2.471584e-03 9.866978e-03 3.390072e-02 1.004597e-01 2.575050e-01
[27,] 6.078373e-03 2.143167e-02 6.516214e-02 1.713491e-01 3.912739e-01
[28,] 1.232438e-02 3.845774e-02 1.037915e-01 2.433259e-01 4.986489e-01
[29,] 2.065177e-02 5.723340e-02 1.378766e-01 2.907916e-01 5.426348e-01
[30,] 2.873499e-02 7.121159e-02 1.548822e-01 2.993954e-01 5.236143e-01
[31,] 3.354643e-02 7.544485e-02 1.517905e-01 2.791316e-01 4.809679e-01
[32,] 3.367811e-02 7.097380e-02 1.385551e-01 2.573619e-01 4.627593e-01
[33,] 3.076179e-02 6.449693e-02 1.307300e-01 2.586930e-01 4.948659e-01
[34,] 2.838145e-02 6.345583e-02 1.388820e-01 2.920133e-01 5.770193e-01
[35,] 2.956512e-02 7.162719e-02 1.651519e-01 3.550143e-01 7.023805e-01
[36,] 3.545719e-02 8.944831e-02 2.091558e-01 4.489876e-01 8.789903e-01
[37,] 4.650470e-02 1.185958e-01 2.773180e-01 5.903921e-01 1.135176e+00
[38,] 6.535170e-02 1.672068e-01 3.880268e-01 8.086907e-01 1.499642e+00
[39,] 9.952476e-02 2.514983e-01 5.660114e-01 1.124401e+00 1.959738e+00
[40,] 1.613415e-01 3.892424e-01 8.220908e-01 1.513931e+00 2.429652e+00
[41,] 2.618353e-01 5.830677e-01 1.126646e+00 1.891831e+00 2.776076e+00
[42,] 3.982153e-01 8.025400e-01 1.403390e+00 2.144749e+00 2.901357e+00
[43,] 5.433410e-01 9.859760e-01 1.564931e+00 2.202778e+00 2.806022e+00
[44,] 6.520570e-01 1.072725e+00 1.568332e+00 2.079352e+00 2.560866e+00
[45,] 6.871556e-01 1.042179e+00 1.436077e+00 1.838170e+00 2.228880e+00
[46,] 6.434513e-01 9.205998e-01 1.223175e+00 1.534126e+00 1.835351e+00
[47,] 5.457613e-01 7.521186e-01 9.750152e-01 1.197814e+00 1.403073e+00
[48,] 4.261317e-01 5.707699e-01 7.200970e-01 8.595274e-01 9.808874e-01
[49,] 3.070962e-01 3.979835e-01 4.844704e-01 5.595382e-01 6.245212e-01
[50,] 2.018649e-01 2.508130e-01 2.935318e-01 3.297807e-01 3.638418e-01
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.271137e-31 5.901858e-30 2.339553e-28 7.919113e-27 2.289206e-25
 [2,] 2.301915e-29 9.375959e-28 3.260838e-26 9.684765e-25 2.456795e-23
 [3,] 3.415889e-27 1.220648e-25 3.724848e-24 9.707910e-23 2.161357e-21
 [4,] 4.153871e-25 1.302368e-23 3.487358e-22 7.976610e-21 1.558821e-19
 [5,] 4.139706e-23 1.138892e-21 2.676299e-20 5.372970e-19 9.217933e-18
 [6,] 3.381271e-21 8.163352e-20 1.683686e-18 2.967289e-17 4.469861e-16
 [7,] 2.263679e-19 4.796538e-18 8.683988e-17 1.343715e-15 1.777630e-14
 [8,] 1.242275e-17 2.310527e-16 3.672549e-15 4.990281e-14 5.799055e-13
 [9,] 5.588900e-16 9.125640e-15 1.273685e-13 1.520133e-12 1.552123e-11
[10,] 2.061555e-14 2.955620e-13 3.623073e-12 3.798978e-11 3.409229e-10
[11,] 6.235550e-13 7.851079e-12 8.454541e-11 7.790677e-10 6.147028e-09
[12,] 1.546801e-11 1.710752e-10 1.618821e-09 1.311372e-08 9.101200e-08
[13,] 3.147372e-10 3.058523e-09 2.543977e-08 1.812402e-07 1.106941e-06
[14,] 5.254159e-09 4.487557e-08 3.282195e-07 2.057416e-06 1.106476e-05
[15,] 7.197849e-08 5.405150e-07 3.477819e-06 1.919200e-05 9.094692e-05
[16,] 8.094087e-07 5.346308e-06 3.027784e-05 1.471892e-04 6.150974e-04
[17,] 7.473820e-06 4.344363e-05 2.166893e-04 9.286693e-04 3.425675e-03
[18,] 5.668901e-05 2.901594e-04 1.275581e-03 4.823945e-03 1.572533e-02
[19,] 3.533803e-04 1.593826e-03 6.180940e-03 2.064881e-02 5.956608e-02
[20,] 1.811436e-03 7.205277e-03 2.467549e-02 7.291692e-02 1.864514e-01
[21,] 7.640935e-03 2.683182e-02 8.125105e-02 2.127290e-01 4.831892e-01
[22,] 2.654576e-02 8.240008e-02 2.209925e-01 5.137248e-01 1.039449e+00
[23,] 7.604355e-02 2.089937e-01 4.974948e-01 1.029820e+00 1.863711e+00
[24,] 1.798967e-01 4.387289e-01 9.297901e-01 1.721310e+00 2.803786e+00
[25,] 3.522733e-01 7.648561e-01 1.449988e+00 2.417568e+00 3.580814e+00
[26,] 5.731730e-01 1.113872e+00 1.904190e+00 2.893735e+00 3.964005e+00
[27,] 7.803348e-01 1.370309e+00 2.143053e+00 3.029959e+00 3.941283e+00
[28,] 9.014420e-01 1.456084e+00 2.136975e+00 2.903536e+00 3.711668e+00
[29,] 9.093925e-01 1.395093e+00 1.999154e+00 2.716943e+00 3.517331e+00
[30,] 8.469107e-01 1.294037e+00 1.891726e+00 2.644142e+00 3.494843e+00
[31,] 7.927920e-01 1.259724e+00 1.915556e+00 2.745181e+00 3.652664e+00
[32,] 8.053191e-01 1.337083e+00 2.080142e+00 2.988674e+00 3.926791e+00
[33,] 8.971994e-01 1.513668e+00 2.346543e+00 3.314961e+00 4.239980e+00
[34,] 1.054256e+00 1.763157e+00 2.680566e+00 3.682001e+00 4.541515e+00
[35,] 1.269034e+00 2.080882e+00 3.077000e+00 4.076414e+00 4.810593e+00
[36,] 1.559013e+00 2.487031e+00 3.543036e+00 4.481303e+00 5.016371e+00
[37,] 1.954654e+00 2.991336e+00 4.046478e+00 4.828262e+00 5.097204e+00
[38,] 2.456400e+00 3.538427e+00 4.480399e+00 5.012548e+00 5.024733e+00
[39,] 2.988886e+00 3.995143e+00 4.714978e+00 4.993025e+00 4.882914e+00
[40,] 3.410575e+00 4.227527e+00 4.710795e+00 4.857245e+00 4.821453e+00
[41,] 3.600398e+00 4.206878e+00 4.555684e+00 4.737067e+00 4.900521e+00
[42,] 3.544094e+00 4.017034e+00 4.358483e+00 4.658578e+00 5.011042e+00
[43,] 3.319180e+00 3.745753e+00 4.126374e+00 4.512636e+00 4.963840e+00
[44,] 2.998383e+00 3.398358e+00 3.778294e+00 4.172410e+00 4.633037e+00
[45,] 2.596192e+00 2.935344e+00 3.260052e+00 3.607254e+00 4.016447e+00
[46,] 2.111415e+00 2.362512e+00 2.611458e+00 2.889687e+00 3.210379e+00
[47,] 1.584280e+00 1.753479e+00 1.932983e+00 2.136885e+00 2.358843e+00
[48,] 1.089262e+00 1.198927e+00 1.321498e+00 1.458014e+00 1.599511e+00
[49,] 6.876657e-01 7.571585e-01 8.361695e-01 9.234438e-01 1.014141e+00
[50,] 4.008207e-01 4.436934e-01 4.937043e-01 5.509975e-01 6.110822e-01
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.652426e-24 1.192412e-22 2.149786e-21 3.314047e-20 4.372943e-19
 [2,] 5.324240e-22 9.859822e-21 1.560831e-19 2.113243e-18 2.449563e-17
 [3,] 4.111619e-20 6.685232e-19 9.294187e-18 1.105481e-16 1.126108e-15
 [4,] 2.603445e-18 3.717299e-17 4.539774e-16 4.745193e-15 4.249657e-14
 [5,] 1.351853e-16 1.695430e-15 1.819359e-14 1.671747e-13 1.316877e-12
 [6,] 5.757365e-15 6.343909e-14 5.983656e-13 4.835363e-12 3.352053e-11
 [7,] 2.011450e-13 1.947847e-12 1.615469e-11 1.148625e-10 7.011891e-10
 [8,] 5.766132e-12 4.909007e-11 3.581476e-10 2.241821e-09 1.205988e-08
 [9,] 1.356608e-10 1.015790e-09 6.522593e-09 3.596677e-08 1.706438e-07
[10,] 2.620298e-09 1.726429e-08 9.762801e-08 4.746016e-07 1.987861e-06
[11,] 4.156427e-08 2.411073e-07 1.201581e-06 5.154292e-06 1.908026e-05
[12,] 5.416793e-07 2.768286e-06 1.216832e-05 4.610644e-05 1.510457e-04
[13,] 5.802631e-06 2.614622e-05 1.014677e-04 3.400196e-04 9.873114e-04
[14,] 5.112290e-05 2.032872e-04 6.973057e-04 2.069504e-03 5.335975e-03
[15,] 3.706865e-04 1.302197e-03 3.953347e-03 1.040899e-02 2.388397e-02
[16,] 2.213843e-03 6.879220e-03 1.851353e-02 4.333225e-02 8.872161e-02
[17,] 1.090065e-02 3.000652e-02 7.172136e-02 1.495971e-01 2.742474e-01
[18,] 4.430240e-02 1.082283e-01 2.302839e-01 4.293874e-01 7.079556e-01
[19,] 1.488320e-01 3.233865e-01 6.143474e-01 1.028250e+00 1.533876e+00
[20,] 4.140628e-01 8.024878e-01 1.366485e+00 2.064576e+00 2.809086e+00
[21,] 9.564005e-01 1.659719e+00 2.547163e+00 3.501309e+00 4.391632e+00
[22,] 1.840955e+00 2.876522e+00 4.010371e+00 5.070009e+00 5.939075e+00
[23,] 2.970673e+00 4.214253e+00 5.398901e+00 6.366640e+00 7.062074e+00
[24,] 4.058780e+00 5.293833e+00 6.331155e+00 7.078276e+00 7.519293e+00
[25,] 4.775781e+00 5.832520e+00 6.639333e+00 7.143903e+00 7.308693e+00
[26,] 4.977787e+00 5.827499e+00 6.437034e+00 6.730942e+00 6.635367e+00
[27,] 4.794854e+00 5.511008e+00 5.987321e+00 6.107594e+00 5.810255e+00
[28,] 4.498881e+00 5.156784e+00 5.538230e+00 5.523345e+00 5.104237e+00
[29,] 4.309214e+00 4.937701e+00 5.236750e+00 5.114061e+00 4.609968e+00
[30,] 4.307823e+00 4.896942e+00 5.098739e+00 4.850600e+00 4.228752e+00
[31,] 4.463298e+00 4.971950e+00 5.024475e+00 4.595301e+00 3.811585e+00
[32,] 4.685026e+00 5.046458e+00 4.884890e+00 4.240036e+00 3.308476e+00
[33,] 4.880712e+00 5.029324e+00 4.622355e+00 3.788587e+00 2.786763e+00
[34,] 5.002052e+00 4.900362e+00 4.267843e+00 3.324203e+00 2.361200e+00
[35,] 5.038155e+00 4.683166e+00 3.891991e+00 2.955460e+00 2.155911e+00
[36,] 4.976296e+00 4.415676e+00 3.590853e+00 2.814637e+00 2.309919e+00
[37,] 4.816724e+00 4.183222e+00 3.507578e+00 3.053137e+00 2.953642e+00
[38,] 4.641000e+00 4.139040e+00 3.793011e+00 3.771688e+00 4.134769e+00
[39,] 4.606044e+00 4.416175e+00 4.494081e+00 4.929217e+00 5.735500e+00
[40,] 4.811759e+00 4.996334e+00 5.478894e+00 6.303840e+00 7.425792e+00
[41,] 5.182051e+00 5.682400e+00 6.465707e+00 7.523991e+00 8.709716e+00
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[22,] 2.768941e+00 2.964215e+00 3.205131e+00 3.305708e+00 3.126445e+00
[23,] 2.309640e+00 2.512233e+00 2.633021e+00 2.534747e+00 2.181743e+00
[24,] 1.835445e+00 1.947669e+00 1.910388e+00 1.674840e+00 1.292164e+00
[25,] 1.332083e+00 1.329698e+00 1.189911e+00 9.353497e-01 6.412217e-01
[26,] 8.518890e-01 7.783810e-01 6.252090e-01 4.367926e-01 2.650695e-01
[27,] 4.692465e-01 3.856140e-01 2.757547e-01 1.711536e-01 9.285837e-02
[28,] 2.241361e-01 1.649647e-01 1.065629e-01 6.170462e-02 3.383843e-02
[29,] 1.051714e-01 7.381364e-02 5.028715e-02 3.625536e-02 2.943319e-02
[30,] 7.726448e-02 6.478027e-02 5.983252e-02 5.918597e-02 5.920539e-02
[31,] 1.172396e-01 1.178325e-01 1.235150e-01 1.279801e-01 1.263624e-01
[32,] 2.297483e-01 2.431270e-01 2.552233e-01 2.562291e-01 2.397116e-01
[33,] 4.408225e-01 4.655788e-01 4.738400e-01 4.519551e-01 3.950574e-01
[34,] 7.757855e-01 7.988317e-01 7.760217e-01 6.942156e-01 5.609073e-01
[35,] 1.227986e+00 1.213598e+00 1.110402e+00 9.209223e-01 6.814858e-01
[36,] 1.728994e+00 1.616805e+00 1.375862e+00 1.047140e+00 7.042238e-01
[37,] 2.143322e+00 1.870550e+00 1.463819e+00 1.013570e+00 6.154491e-01
[38,] 2.314411e+00 1.861723e+00 1.326998e+00 8.299421e-01 4.524739e-01
[39,] 2.154295e+00 1.580388e+00 1.017953e+00 5.716208e-01 2.784708e-01
[40,] 1.712146e+00 1.135613e+00 6.567547e-01 3.294631e-01 1.428352e-01
[41,] 1.152279e+00 6.862398e-01 3.544670e-01 1.581954e-01 6.082829e-02
[42,] 6.521153e-01 3.468030e-01 1.593165e-01 6.303999e-02 2.143950e-02
[43,] 3.085493e-01 1.458920e-01 5.940268e-02 2.078341e-02 6.238120e-03
[44,] 1.214796e-01 5.089465e-02 1.831789e-02 5.654766e-03 1.495391e-03
[45,] 3.964709e-02 1.467870e-02 4.660299e-03 1.267268e-03 2.948845e-04
[46,] 1.069426e-02 3.491796e-03 9.763519e-04 2.335805e-04 4.777965e-05
[47,] 2.378583e-03 6.838598e-04 1.682036e-04 3.537016e-05 6.355572e-06
[48,] 4.354597e-04 1.101147e-04 2.380324e-05 4.396536e-06 6.936008e-07
[49,] 6.553409e-05 1.456265e-05 2.764824e-06 4.483275e-07 6.207373e-08
[50,] 8.099328e-06 1.580606e-06 2.634371e-07 3.748847e-08 4.554090e-09
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.211471e-01 3.995172e-01 6.271382e-01 8.580653e-01 1.027688e+00
 [2,] 6.105229e-01 9.746695e-01 1.355231e+00 1.648496e+00 1.765383e+00
 [3,] 1.401582e+00 1.979136e+00 2.442854e+00 2.652853e+00 2.558546e+00
 [4,] 2.684984e+00 3.359509e+00 3.694728e+00 3.606065e+00 3.164670e+00
 [5,] 4.313716e+00 4.797951e+00 4.730064e+00 4.189819e+00 3.390455e+00
 [6,] 5.854867e+00 5.820228e+00 5.190827e+00 4.228154e+00 3.202488e+00
 [7,] 6.786204e+00 6.082573e+00 4.973679e+00 3.788316e+00 2.729325e+00
 [8,] 6.830912e+00 5.600795e+00 4.282979e+00 3.119335e+00 2.183703e+00
 [9,] 6.143268e+00 4.723291e+00 3.484544e+00 2.509242e+00 1.770336e+00
[10,] 5.187711e+00 3.896850e+00 2.901576e+00 2.161057e+00 1.615229e+00
[11,] 4.432540e+00 3.421692e+00 2.682215e+00 2.136236e+00 1.743022e+00
[12,] 4.096842e+00 3.344347e+00 2.789121e+00 2.381229e+00 2.111530e+00
[13,] 4.105206e+00 3.522676e+00 3.093445e+00 2.806267e+00 2.658367e+00
[14,] 4.242648e+00 3.787008e+00 3.487714e+00 3.338015e+00 3.301198e+00
[15,] 4.356565e+00 4.057214e+00 3.920619e+00 3.899006e+00 3.900895e+00
[16,] 4.434510e+00 4.331111e+00 4.341386e+00 4.356959e+00 4.259879e+00
[17,] 4.527448e+00 4.588487e+00 4.633628e+00 4.527585e+00 4.199182e+00
[18,] 4.627111e+00 4.719538e+00 4.624623e+00 4.260898e+00 3.669129e+00
[19,] 4.611734e+00 4.552250e+00 4.184948e+00 3.551940e+00 2.800642e+00
[20,] 4.305379e+00 3.973045e+00 3.344446e+00 2.576330e+00 1.844385e+00
[21,] 3.618255e+00 3.045818e+00 2.312331e+00 1.602899e+00 1.036691e+00
[22,] 2.652939e+00 2.006499e+00 1.362146e+00 8.458582e-01 4.927972e-01
[23,] 1.660334e+00 1.118714e+00 6.761810e-01 3.753567e-01 1.966539e-01
[24,] 8.743832e-01 5.225800e-01 2.807247e-01 1.392309e-01 6.555973e-02
[25,] 3.841474e-01 2.033508e-01 9.716685e-02 4.319652e-02 1.840455e-02
[26,] 1.406534e-01 6.636381e-02 2.872269e-02 1.195715e-02 5.055911e-03
[27,] 4.503379e-02 2.056081e-02 9.711760e-03 5.240624e-03 3.247621e-03
[28,] 1.945970e-02 1.296511e-02 9.901277e-03 7.825033e-03 5.861357e-03
[29,] 2.627129e-02 2.384529e-02 2.057370e-02 1.621153e-02 1.141915e-02
[30,] 5.699315e-02 5.099111e-02 4.140483e-02 3.003086e-02 1.925598e-02
[31,] 1.157956e-01 9.646585e-02 7.192500e-02 4.747809e-02 2.754734e-02
[32,] 2.046220e-01 1.567568e-01 1.065017e-01 6.365903e-02 3.329384e-02
[33,] 3.108585e-01 2.173389e-01 1.338179e-01 7.212072e-02 3.387444e-02
[34,] 4.034931e-01 2.558828e-01 1.421000e-01 6.877365e-02 2.890203e-02
[35,] 4.450819e-01 2.546611e-01 1.269912e-01 5.497665e-02 2.059733e-02
[36,] 4.151097e-01 2.132663e-01 9.510281e-02 3.669144e-02 1.221455e-02
[37,] 3.257343e-01 1.496126e-01 5.943591e-02 2.036728e-02 6.007014e-03
[38,] 2.140418e-01 8.755042e-02 3.088078e-02 9.371983e-03 2.442923e-03
[39,] 1.172704e-01 4.257336e-02 1.329466e-02 3.564854e-03 8.196303e-04
[40,] 5.336769e-02 1.714714e-02 4.729609e-03 1.118358e-03 2.264571e-04
[41,] 2.010814e-02 5.705012e-03 1.387327e-03 2.888549e-04 5.145186e-05
[42,] 6.256534e-03 1.564617e-03 3.349618e-04 6.134070e-05 9.602863e-06
[43,] 1.604233e-03 3.531261e-04 6.648265e-05 1.069903e-05 1.471094e-06
[44,] 3.384408e-04 6.550549e-05 1.083660e-05 1.531572e-06 1.848699e-07
[45,] 5.867546e-05 9.978023e-06 1.449554e-06 1.798396e-07 1.904988e-08
[46,] 8.352158e-06 1.247179e-06 1.590377e-07 1.731451e-08 1.609100e-09
[47,] 9.754868e-07 1.278525e-07 1.430612e-08 1.366419e-09 1.113886e-10
[48,] 9.343542e-08 1.074541e-08 1.054810e-09 8.837113e-11 6.318191e-12
[49,] 7.336973e-09 7.402093e-10 6.373390e-11 4.683005e-12 2.936227e-13
[50,] 4.721987e-10 4.178476e-11 3.155332e-12 2.033184e-13 1.117876e-14
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.084013e+00 1.015736e+00 8.550448e-01 6.547874e-01 4.608823e-01
 [2,] 1.679529e+00 1.436482e+00 1.119398e+00 8.036647e-01 5.337485e-01
 [3,] 2.219121e+00 1.755920e+00 1.283157e+00 8.701811e-01 5.447201e-01
 [4,] 2.536122e+00 1.881513e+00 1.300170e+00 8.328635e-01 4.882166e-01
 [5,] 2.545807e+00 1.788234e+00 1.170961e+00 7.060978e-01 3.874601e-01
 [6,] 2.280699e+00 1.525589e+00 9.485013e-01 5.432641e-01 2.895322e-01
 [7,] 1.865645e+00 1.201230e+00 7.252988e-01 4.185664e-01 2.468004e-01
 [8,] 1.466093e+00 9.444492e-01 5.986668e-01 3.987658e-01 3.026973e-01
 [9,] 1.228226e+00 8.587003e-01 6.377837e-01 5.295479e-01 4.903128e-01
[10,] 1.232547e+00 9.954555e-01 8.771893e-01 8.366435e-01 8.277406e-01
[11,] 1.490530e+00 1.362398e+00 1.321337e+00 1.315228e+00 1.294885e+00
[12,] 1.972779e+00 1.931129e+00 1.927375e+00 1.899772e+00 1.807276e+00
[13,] 2.616907e+00 2.614180e+00 2.574978e+00 2.449079e+00 2.222031e+00
[14,] 3.299086e+00 3.242796e+00 3.074968e+00 2.784675e+00 2.390842e+00
[15,] 3.823464e+00 3.604693e+00 3.243169e+00 2.773557e+00 2.236136e+00
[16,] 3.984506e+00 3.544120e+00 2.997910e+00 2.403112e+00 1.802407e+00
[17,] 3.677733e+00 3.053766e+00 2.410556e+00 1.795702e+00 1.239745e+00
[18,] 2.972072e+00 2.286082e+00 1.671200e+00 1.145913e+00 7.206480e-01
[19,] 2.081186e+00 1.473117e+00 9.892926e-01 6.184720e-01 3.510479e-01
[20,] 1.250198e+00 8.092769e-01 4.953286e-01 2.799429e-01 1.423527e-01
[21,] 6.381970e-01 3.756238e-01 2.080450e-01 1.055548e-01 4.781600e-02
[22,] 2.745510e-01 1.461722e-01 7.282427e-02 3.299080e-02 1.325931e-02
[23,] 9.887015e-02 4.741301e-02 2.115179e-02 8.525514e-03 3.034282e-03
[24,] 2.970402e-02 1.281151e-02 5.120322e-03 1.845706e-03 5.897539e-04
[25,] 7.617668e-03 3.037781e-03 1.148073e-03 4.086717e-04 1.385874e-04
[26,] 2.255821e-03 1.065098e-03 5.172631e-04 2.476110e-04 1.120454e-04
[27,] 2.111421e-03 1.317167e-03 7.496635e-04 3.800434e-04 1.696207e-04
[28,] 3.976216e-03 2.393800e-03 1.267019e-03 5.866619e-04 2.368464e-04
[29,] 7.107625e-03 3.883651e-03 1.855137e-03 7.723117e-04 2.794667e-04
[30,] 1.084383e-02 5.339500e-03 2.291266e-03 8.544263e-04 2.761595e-04
[31,] 1.398004e-02 6.182919e-03 2.375833e-03 7.910271e-04 2.276314e-04
[32,] 1.517497e-02 6.008168e-03 2.060521e-03 6.105603e-04 1.559587e-04
[33,] 1.381809e-02 4.881037e-03 1.489174e-03 3.915298e-04 8.853577e-05
[34,] 1.051458e-02 3.302774e-03 8.937395e-04 2.079462e-04 4.153327e-05
[35,] 6.660771e-03 1.855002e-03 4.440675e-04 9.123330e-05 1.606562e-05
[36,] 3.500757e-03 8.622042e-04 1.822034e-04 3.299578e-05 5.115419e-06
[37,] 1.522060e-03 3.308286e-04 6.160973e-05 9.820905e-06 1.338994e-06
[38,] 5.461242e-04 1.045848e-04 1.714114e-05 2.402630e-06 2.878471e-07
[39,] 1.614044e-04 2.719850e-05 3.919257e-06 4.826744e-07 5.078231e-08
[40,] 3.923433e-05 5.812045e-06 7.357810e-07 7.957000e-08 7.348451e-09
[41,] 7.835416e-06 1.019635e-06 1.133400e-07 1.075841e-08 8.718476e-10
[42,] 1.284526e-06 1.467622e-07 1.431838e-08 1.192579e-09 8.478561e-11
[43,] 1.727597e-07 1.732340e-08 1.482942e-09 1.083546e-10 6.756932e-12
[44,] 1.905314e-08 1.676304e-09 1.258814e-10 8.067569e-12 4.412228e-13
[45,] 1.722555e-09 1.329429e-10 8.756349e-12 4.921650e-13 2.360477e-14
[46,] 1.276317e-10 8.639558e-12 4.990564e-13 2.459838e-14 1.034525e-15
[47,] 7.749069e-12 4.600196e-13 2.330231e-14 1.007159e-15 3.714138e-17
[48,] 3.854691e-13 2.006672e-14 8.913288e-16 3.378001e-17 1.092271e-18
[49,] 1.570878e-14 7.170757e-16 2.792846e-17 9.280637e-19 2.631168e-20
[50,] 5.244200e-16 2.099036e-17 7.168185e-19 2.088521e-20 5.191612e-22
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.992520e-01 1.782958e-01 9.629428e-02 4.647542e-02 1.982235e-02
 [2,] 3.261357e-01 1.810280e-01 8.997308e-02 3.964222e-02 1.553855e-02
 [3,] 3.106909e-01 1.591743e-01 7.267974e-02 2.992314e-02 1.185720e-02
 [4,] 2.583619e-01 1.229282e-01 5.384075e-02 2.378873e-02 1.274846e-02
 [5,] 1.938292e-01 9.192566e-02 4.634611e-02 2.926289e-02 2.368303e-02
 [6,] 1.517961e-01 8.855282e-02 6.453760e-02 5.661039e-02 5.266574e-02
 [7,] 1.660128e-01 1.352692e-01 1.252279e-01 1.191192e-01 1.095483e-01
 [8,] 2.666427e-01 2.554314e-01 2.466312e-01 2.293624e-01 2.008321e-01
 [9,] 4.794634e-01 4.675359e-01 4.386837e-01 3.884507e-01 3.200268e-01
[10,] 8.121669e-01 7.672347e-01 6.859089e-01 5.725524e-01 4.396529e-01
[11,] 1.228951e+00 1.107055e+00 9.346775e-01 7.288578e-01 5.161338e-01
[12,] 1.636404e+00 1.394213e+00 1.102023e+00 7.943112e-01 5.130150e-01
[13,] 1.904498e+00 1.521894e+00 1.114402e+00 7.341110e-01 4.280800e-01
[14,] 1.924239e+00 1.427406e+00 9.572906e-01 5.703413e-01 2.977826e-01
[15,] 1.673271e+00 1.139166e+00 6.922242e-01 3.697618e-01 1.717595e-01
[16,] 1.240031e+00 7.663659e-01 4.181403e-01 1.989157e-01 8.182698e-02
[17,] 7.757058e-01 4.311534e-01 2.097444e-01 8.842766e-02 3.211001e-02
[18,] 4.062376e-01 2.015912e-01 8.698928e-02 3.239101e-02 1.035953e-02
[19,] 1.769572e-01 7.797778e-02 2.973866e-02 9.757044e-03 2.744403e-03
[20,] 6.380935e-02 2.487312e-02 8.362739e-03 2.413750e-03 5.964913e-04
[21,] 1.898301e-02 6.528327e-03 1.931796e-03 4.900224e-04 1.063360e-04
[22,] 4.649598e-03 1.408524e-03 3.666047e-04 8.175778e-05 1.560783e-05
[23,] 9.399565e-04 2.515608e-04 5.803561e-05 1.157268e-05 2.013391e-06
[24,] 1.662230e-04 4.167880e-05 9.518596e-06 2.054409e-06 4.343805e-07
[25,] 4.568860e-05 1.477745e-05 4.619387e-06 1.352445e-06 3.593838e-07
[26,] 4.637195e-05 1.716152e-05 5.598795e-06 1.595911e-06 3.951785e-07
[27,] 6.622513e-05 2.252396e-05 6.651757e-06 1.700933e-06 3.756751e-07
[28,] 8.314614e-05 2.531726e-05 6.670131e-06 1.517034e-06 2.972226e-07
[29,] 8.767826e-05 2.379164e-05 5.571036e-06 1.123379e-06 1.947170e-07
[30,] 7.717244e-05 1.860334e-05 3.860619e-06 6.884742e-07 1.053485e-07
[31,] 5.648724e-05 1.206337e-05 2.213254e-06 3.483408e-07 4.697494e-08
[32,] 3.427338e-05 6.468931e-06 1.047179e-06 1.452178e-07 1.723554e-08
[33,] 1.719050e-05 2.862047e-06 4.081305e-07 4.980442e-08 5.197272e-09
[34,] 7.111639e-06 1.042806e-06 1.308354e-07 1.403593e-08 1.286829e-09
[35,] 2.422320e-06 3.124619e-07 3.445979e-08 3.247578e-09 2.614368e-10
[36,] 6.783940e-07 7.691139e-08 7.450712e-09 6.165124e-10 4.356087e-11
[37,] 1.560537e-07 1.553948e-08 1.321635e-09 9.598002e-11 5.950478e-12
[38,] 2.946286e-08 2.575594e-09 1.922457e-10 1.224972e-11 6.662206e-13
[39,] 4.562880e-09 3.500463e-10 2.292395e-11 1.281351e-12 6.112399e-14
[40,] 5.794112e-10 3.899808e-11 2.240294e-12 1.098316e-13 4.594862e-15
[41,] 6.030975e-11 3.560665e-12 1.794024e-13 7.713402e-15 2.829809e-16
[42,] 5.144536e-12 2.663896e-13 1.177075e-14 4.437960e-16 1.427691e-17
[43,] 3.595785e-13 1.632861e-14 6.326933e-16 2.091747e-17 5.900393e-19
[44,] 2.059117e-14 8.199542e-16 2.785912e-17 8.076107e-19 1.997476e-20
[45,] 9.659892e-16 3.372963e-17 1.004861e-18 2.554152e-20 5.538908e-22
[46,] 3.712288e-17 1.136568e-18 2.968892e-20 6.616556e-22 1.258057e-23
[47,] 1.168614e-18 3.137097e-20 7.184931e-22 1.403946e-23 2.340480e-25
[48,] 3.013318e-20 7.092453e-22 1.424231e-23 2.440022e-25 3.566403e-27
[49,] 6.364390e-22 1.313400e-23 2.312415e-25 3.473450e-27 4.451204e-29
[50,] 1.101028e-23 1.992153e-25 3.075199e-27 4.049935e-29 4.550326e-31

> 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  
    30.8027      -0.2210  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1mffr1257510650.ps tmp/1mffr1257510650.png")
> system("convert tmp/26cec1257510650.ps tmp/26cec1257510650.png")
> system("convert tmp/3v3tm1257510650.ps tmp/3v3tm1257510650.png")
> system("convert tmp/48efl1257510650.ps tmp/48efl1257510650.png")
> system("convert tmp/5x7x81257510650.ps tmp/5x7x81257510650.png")
> system("convert tmp/68gef1257510650.ps tmp/68gef1257510650.png")
> system("convert tmp/7qqyx1257510650.ps tmp/7qqyx1257510650.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.949   1.333   2.412