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(24,-6,-17,-44,-36,4,29,8,3,8,-49,32,25,-1,-20,-34,-31,-12,25,25,7,13,-40,32,14,-5,-14,-42,-24,-11,20,7,12,4,-37,19,16,2,-9,-36,-29,3,33,9,13,3,-47,18,7,16,-12,-23,-18,11,-4,17,-4,-1,-41,26,3)
> y <- c(14,-7,-13,-11,-9,8,24,4,7,16,-30,26,19,2,-12,-29,-24,-16,25,22,-7,17,-29,18,15,1,6,-21,-23,-15,24,15,15,14,-25,14,21,13,4,-16,13,20,27,-8,13,12,-25,20,22,16,-12,-13,7,12,-8,12,-13,12,-25,0,18)
> x <- c(16,8,-10,-24,-19,8,24,14,7,9,-26,19,15,-1,-10,-21,-14,-27,26,23,5,19,-19,24,17,1,-9,-16,-21,-14,31,27,10,12,-23,13,26,-1,4,-16,-5,9,23,9,2,10,-29,17,9,9,-10,-23,13,13,-9,9,5,8,-18,7,4)
> par7 = 'Wegenwerken'
> par6 = 'Niet-woongebouwen'
> par5 = 'Woongebouwen'
> 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/1zvcz1226498185.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/2q59g1226498185.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/32uv11226498185.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/41fbk1226498185.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/5eg6d1226498185.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  
     0.4533       0.9239  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6nfv81226498185.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] -37.8922393 -36.4068418 -34.9214443 -33.4360467 -31.9506492 -30.4652517
 [7] -28.9798542 -27.4944566 -26.0090591 -24.5236616 -23.0382641 -21.5528666
[13] -20.0674690 -18.5820715 -17.0966740 -15.6112765 -14.1258789 -12.6404814
[19] -11.1550839  -9.6696864  -8.1842889  -6.6988913  -5.2134938  -3.7280963
[25]  -2.2426988  -0.7573012   0.7280963   2.2134938   3.6988913   5.1842889
[31]   6.6696864   8.1550839   9.6404814  11.1258789  12.6112765  14.0966740
[37]  15.5820715  17.0674690  18.5528666  20.0382641  21.5236616  23.0090591
[43]  24.4944566  25.9798542  27.4652517  28.9506492  30.4360467  31.9214443
[49]  33.4068418  34.8922393

$yords
 [1] -62.8607130 -60.6215003 -58.3822875 -56.1430747 -53.9038619 -51.6646492
 [7] -49.4254364 -47.1862236 -44.9470108 -42.7077980 -40.4685853 -38.2293725
[13] -35.9901597 -33.7509469 -31.5117342 -29.2725214 -27.0333086 -24.7940958
[19] -22.5548831 -20.3156703 -18.0764575 -15.8372447 -13.5980319 -11.3588192
[25]  -9.1196064  -6.8803936  -4.6411808  -2.4019681  -0.1627553   2.0764575
[31]   4.3156703   6.5548831   8.7940958  11.0333086  13.2725214  15.5117342
[37]  17.7509469  19.9901597  22.2293725  24.4685853  26.7077980  28.9470108
[43]  31.1862236  33.4254364  35.6646492  37.9038619  40.1430747  42.3822875
[49]  44.6215003  46.8607130

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.906143e-03 8.198408e-03 8.786837e-03 8.837049e-03 8.615642e-03
 [2,] 8.246472e-03 1.099357e-02 1.299656e-02 1.396585e-02 1.412627e-02
 [3,] 8.463971e-03 1.251898e-02 1.642738e-02 1.930612e-02 2.077661e-02
 [4,] 7.734020e-03 1.247629e-02 1.792776e-02 2.309236e-02 2.692507e-02
 [5,] 6.345298e-03 1.120296e-02 1.742567e-02 2.426912e-02 3.060067e-02
 [6,] 4.545645e-03 9.027195e-03 1.540085e-02 2.309531e-02 3.111578e-02
 [7,] 2.748897e-03 6.308665e-03 1.218269e-02 2.011246e-02 2.908704e-02
 [8,] 1.427831e-03 3.724402e-03 8.315118e-03 1.562133e-02 2.498547e-02
 [9,] 8.175768e-04 1.961384e-03 4.829268e-03 1.044221e-02 1.907535e-02
[10,] 8.787300e-04 1.307507e-03 2.654242e-03 6.034450e-03 1.254419e-02
[11,] 1.389017e-03 1.650297e-03 2.115701e-03 3.581283e-03 7.325255e-03
[12,] 1.954492e-03 2.565604e-03 2.956979e-03 3.411794e-03 4.851862e-03
[13,] 2.133824e-03 3.354914e-03 4.402956e-03 4.995784e-03 5.380233e-03
[14,] 1.764529e-03 3.378702e-03 5.327825e-03 7.008749e-03 7.901104e-03
[15,] 1.098827e-03 2.576943e-03 4.945523e-03 7.827166e-03 1.033942e-02
[16,] 5.139899e-04 1.481092e-03 3.477987e-03 6.692636e-03 1.063813e-02
[17,] 1.803355e-04 6.398792e-04 1.844798e-03 4.338966e-03 8.375247e-03
[18,] 4.749035e-05 2.075647e-04 7.363189e-04 2.124267e-03 5.005644e-03
[19,] 9.724371e-06 5.079590e-05 2.211281e-04 7.840123e-04 2.263560e-03
[20,] 2.850142e-06 1.056597e-05 5.090841e-05 2.188642e-04 7.745603e-04
[21,] 4.453430e-06 6.031022e-06 1.280827e-05 4.925533e-05 2.033294e-04
[22,] 9.448486e-06 1.302496e-05 1.534292e-05 2.022343e-05 4.980127e-05
[23,] 1.547475e-05 2.617515e-05 3.580407e-05 4.027005e-05 4.155201e-05
[24,] 1.895510e-05 3.967997e-05 6.700353e-05 9.134594e-05 1.011818e-04
[25,] 1.734248e-05 4.494696e-05 9.395346e-05 1.584069e-04 2.155107e-04
[26,] 1.185098e-05 3.802734e-05 9.841405e-05 2.054183e-04 3.458263e-04
[27,] 6.048586e-06 2.402973e-05 7.699508e-05 1.989736e-04 4.147138e-04
[28,] 2.305739e-06 1.134118e-05 4.499102e-05 1.439499e-04 3.714632e-04
[29,] 6.564817e-07 3.997829e-06 1.963564e-05 7.778286e-05 2.485086e-04
[30,] 1.396020e-07 1.052559e-06 6.400602e-06 3.139157e-05 1.241720e-04
[31,] 2.217265e-08 2.069787e-07 1.558308e-06 9.462344e-06 4.634073e-05
[32,] 2.630265e-09 3.039912e-08 2.833623e-07 2.130300e-06 1.291690e-05
[33,] 2.330442e-10 3.334671e-09 3.848464e-08 3.582115e-07 2.689120e-06
[34,] 1.542174e-11 2.732131e-10 3.903816e-09 4.498779e-08 4.181371e-07
[35,] 7.622285e-13 1.671886e-11 2.957657e-10 4.219941e-09 4.856056e-08
[36,] 2.813801e-14 7.641315e-13 1.673642e-11 2.956478e-10 4.212163e-09
[37,] 7.758152e-16 2.608472e-14 7.073498e-13 1.547032e-11 2.728873e-10
[38,] 1.597643e-17 6.650600e-16 2.232864e-14 6.046175e-13 1.320438e-11
[39,] 2.457294e-19 1.266460e-17 5.264370e-16 1.764892e-14 4.772090e-13
[40,] 2.822876e-21 1.801273e-19 9.270171e-18 3.847803e-16 1.288121e-14
[41,] 2.422045e-23 1.913477e-21 1.219228e-19 6.265609e-18 2.596931e-16
[42,] 1.552137e-25 1.518184e-23 1.197676e-21 7.620282e-20 3.910402e-18
[43,] 7.429070e-28 8.996677e-26 8.787198e-24 6.922060e-22 4.397836e-20
[44,] 2.655787e-30 3.981937e-28 4.815219e-26 4.696284e-24 3.694123e-22
[45,] 7.091054e-33 1.316331e-30 1.970789e-28 2.379752e-26 2.317619e-24
[46,] 1.414115e-35 3.250067e-33 6.024497e-31 9.006700e-29 1.085998e-26
[47,] 2.106276e-38 5.993441e-36 1.375492e-33 2.545987e-31 3.800782e-29
[48,] 2.343149e-41 8.254946e-39 2.345576e-36 5.375278e-34 9.935074e-32
[49,] 1.946900e-44 8.492022e-42 2.987444e-39 8.476264e-37 1.939670e-34
[50,] 1.208206e-47 6.524720e-45 2.841869e-42 9.983023e-40 2.828387e-37
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.200312e-03 7.465947e-03 6.281171e-03 4.708901e-03 3.048206e-03
 [2,] 1.383752e-02 1.319078e-02 1.199771e-02 1.007611e-02 7.544024e-03
 [3,] 2.111521e-02 2.076203e-02 1.980867e-02 1.799462e-02 1.508836e-02
 [4,] 2.897906e-02 2.956004e-02 2.915161e-02 2.782543e-02 2.524852e-02
 [5,] 3.531826e-02 3.795698e-02 3.881853e-02 3.837149e-02 3.664212e-02
 [6,] 3.829959e-02 4.364850e-02 4.675931e-02 4.789443e-02 4.743863e-02
 [7,] 3.785368e-02 4.536340e-02 5.091545e-02 5.426791e-02 5.561851e-02
 [8,] 3.486815e-02 4.378746e-02 5.096644e-02 5.618890e-02 5.947218e-02
 [9,] 2.958484e-02 3.987262e-02 4.829890e-02 5.450123e-02 5.888107e-02
[10,] 2.224716e-02 3.347860e-02 4.362935e-02 5.101138e-02 5.577184e-02
[11,] 1.448066e-02 2.486362e-02 3.632348e-02 4.586789e-02 5.189294e-02
[12,] 8.711222e-03 1.613968e-02 2.671691e-02 3.791635e-02 4.655465e-02
[13,] 6.592611e-03 1.022285e-02 1.744834e-02 2.768178e-02 3.819691e-02
[14,] 8.157038e-03 8.903054e-03 1.189051e-02 1.837034e-02 2.771413e-02
[15,] 1.164807e-02 1.173972e-02 1.178797e-02 1.370780e-02 1.889511e-02
[16,] 1.412971e-02 1.596792e-02 1.590215e-02 1.508873e-02 1.559141e-02
[17,] 1.337855e-02 1.788602e-02 2.032864e-02 2.016434e-02 1.845166e-02
[18,] 9.696086e-03 1.557438e-02 2.097702e-02 2.402284e-02 2.386142e-02
[19,] 5.345163e-03 1.039433e-02 1.679815e-02 2.281239e-02 2.636071e-02
[20,] 2.237485e-03 5.295224e-03 1.034058e-02 1.682181e-02 2.304965e-02
[21,] 7.149815e-04 2.064282e-03 4.894133e-03 9.596856e-03 1.571841e-02
[22,] 1.822071e-04 6.274495e-04 1.804219e-03 4.277928e-03 8.413842e-03
[23,] 6.062053e-05 1.679403e-04 5.445891e-04 1.544811e-03 3.645771e-03
[24,] 9.515474e-05 9.674816e-05 1.774163e-04 5.024794e-04 1.378599e-03
[25,] 2.372975e-04 2.158954e-04 1.845571e-04 2.324104e-04 5.337829e-04
[26,] 4.697012e-04 5.155569e-04 4.627682e-04 3.666766e-04 3.606127e-04
[27,] 6.971601e-04 9.454064e-04 1.035375e-03 9.228495e-04 7.043634e-04
[28,] 7.731083e-04 1.297753e-03 1.757199e-03 1.920756e-03 1.704118e-03
[29,] 6.403510e-04 1.330804e-03 2.230667e-03 3.015899e-03 3.290856e-03
[30,] 3.961446e-04 1.019300e-03 2.115288e-03 3.540465e-03 4.779703e-03
[31,] 1.830401e-04 5.831060e-04 1.498193e-03 3.104610e-03 5.188817e-03
[32,] 6.316768e-05 2.491435e-04 7.925435e-04 2.033364e-03 4.207521e-03
[33,] 1.628172e-05 7.950752e-05 3.131375e-04 9.946731e-04 2.548265e-03
[34,] 3.134456e-06 1.895062e-05 9.240674e-05 3.634144e-04 1.152709e-03
[35,] 4.506927e-07 3.373612e-06 2.036707e-05 9.917004e-05 3.894496e-04
[36,] 4.840112e-08 4.485628e-07 3.352820e-06 2.021228e-05 9.827419e-05
[37,] 3.882281e-09 4.454593e-08 4.122383e-07 3.076853e-06 1.852184e-05
[38,] 2.325814e-10 3.304071e-09 3.785671e-08 3.498281e-07 2.607267e-06
[39,] 1.040685e-11 1.830403e-10 2.596533e-09 2.970700e-08 2.741214e-07
[40,] 3.477926e-13 7.573583e-12 1.330153e-10 1.884170e-09 2.152571e-08
[41,] 8.681156e-15 2.340517e-13 5.089388e-12 8.925594e-11 1.262490e-09
[42,] 1.618423e-16 5.402311e-15 1.454409e-13 3.157995e-12 5.530388e-11
[43,] 2.253528e-18 9.313304e-17 3.104303e-15 8.345306e-14 1.809421e-12
[44,] 2.343628e-20 1.199176e-18 4.948763e-17 1.647131e-15 4.421596e-14
[45,] 1.820425e-22 1.153241e-20 5.892332e-19 2.428131e-17 8.070050e-16
[46,] 1.056120e-24 8.283504e-23 5.240038e-21 2.673453e-19 1.100095e-17
[47,] 4.576258e-27 4.443902e-25 3.480472e-23 2.198515e-21 1.120058e-19
[48,] 1.481024e-29 1.780613e-27 1.726619e-25 1.350334e-23 8.517368e-22
[49,] 3.579911e-32 5.328843e-30 6.397544e-28 6.194571e-26 4.837587e-24
[50,] 6.463036e-35 1.191107e-32 1.770453e-30 2.122441e-28 2.052139e-26
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.663310e-03 7.524807e-04 2.792526e-04 8.446761e-05 2.074792e-05
 [2,] 4.881349e-03 2.664830e-03 1.207099e-03 4.488691e-04 1.361504e-04
 [3,] 1.128750e-02 7.305985e-03 3.994340e-03 1.813880e-03 6.768940e-04
 [4,] 2.114897e-02 1.582334e-02 1.025802e-02 5.625102e-03 2.565600e-03
 [5,] 3.323258e-02 2.784130e-02 2.086654e-02 1.357525e-02 7.483753e-03
 [6,] 4.534622e-02 4.116468e-02 3.456387e-02 2.601638e-02 1.703601e-02
 [7,] 5.520676e-02 5.289322e-02 4.817547e-02 4.067316e-02 3.086521e-02
 [8,] 6.094246e-02 6.065828e-02 5.837701e-02 5.354080e-02 4.566688e-02
 [9,] 6.178160e-02 6.326871e-02 6.322325e-02 6.131109e-02 5.690647e-02
[10,] 5.896599e-02 6.126724e-02 6.270050e-02 6.301382e-02 6.182206e-02
[11,] 5.507715e-02 5.704364e-02 5.871733e-02 6.009395e-02 6.086606e-02
[12,] 5.124174e-02 5.312301e-02 5.418357e-02 5.543873e-02 5.684596e-02
[13,] 4.584420e-02 4.954614e-02 5.076926e-02 5.156878e-02 5.283415e-02
[14,] 3.721526e-02 4.397611e-02 4.727683e-02 4.870271e-02 5.006182e-02
[15,] 2.684419e-02 3.509604e-02 4.117851e-02 4.471149e-02 4.718056e-02
[16,] 1.902494e-02 2.517427e-02 3.202512e-02 3.763253e-02 4.188228e-02
[17,] 1.735906e-02 1.876632e-02 2.287999e-02 2.826105e-02 3.351140e-02
[18,] 2.137168e-02 1.874975e-02 1.813291e-02 2.020732e-02 2.415203e-02
[19,] 2.631867e-02 2.332342e-02 1.949835e-02 1.716633e-02 1.746117e-02
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[32,] 4.861198e-03 4.434347e-03 3.283664e-03 1.967705e-03 9.526884e-04
[33,] 2.658882e-03 2.986010e-03 2.731963e-03 2.025074e-03 1.213405e-03
[34,] 1.124376e-03 1.510291e-03 1.699766e-03 1.557219e-03 1.154477e-03
[35,] 5.517135e-04 6.146033e-04 7.983781e-04 8.959224e-04 8.207071e-04
[36,] 1.016995e-03 4.143043e-04 3.309102e-04 3.943615e-04 4.372403e-04
[37,] 3.075071e-03 1.054953e-03 3.505655e-04 1.856139e-04 1.842172e-04
[38,] 7.544576e-03 3.093704e-03 1.054925e-03 3.166201e-04 1.157447e-04
[39,] 1.415154e-02 7.050474e-03 2.919599e-03 9.973628e-04 2.867834e-04
[40,] 2.061099e-02 1.224975e-02 6.165337e-03 2.574409e-03 8.831624e-04
[41,] 2.449028e-02 1.658681e-02 9.923873e-03 5.033214e-03 2.115769e-03
[42,] 2.656385e-02 1.864033e-02 1.252908e-02 7.512481e-03 3.829573e-03
[43,] 3.079561e-02 2.000253e-02 1.345395e-02 8.882245e-03 5.308630e-03
[44,] 3.965667e-02 2.409714e-02 1.457263e-02 9.238596e-03 5.914596e-03
[45,] 4.981190e-02 3.191576e-02 1.840133e-02 1.030839e-02 6.062371e-03
[46,] 5.387222e-02 3.947215e-02 2.474946e-02 1.364171e-02 7.090333e-03
[47,] 4.747929e-02 4.075416e-02 2.972251e-02 1.833665e-02 9.747816e-03
[48,] 3.365296e-02 3.372341e-02 2.905507e-02 2.113063e-02 1.288379e-02
[49,] 1.927703e-02 2.222158e-02 2.247305e-02 1.943538e-02 1.411270e-02
[50,] 9.022054e-03 1.175028e-02 1.373222e-02 1.400624e-02 1.215764e-02

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

Call:
lm(formula = z ~ y)

Coefficients:
(Intercept)            y  
     -5.551        1.144  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7z0qx1226498185.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] -37.2384980 -35.6777429 -34.1169879 -32.5562329 -30.9954779 -29.4347229
 [7] -27.8739678 -26.3132128 -24.7524578 -23.1917028 -21.6309478 -20.0701928
[13] -18.5094377 -16.9486827 -15.3879277 -13.8271727 -12.2664177 -10.7056626
[19]  -9.1449076  -7.5841526  -6.0233976  -4.4626426  -2.9018875  -1.3411325
[25]   0.2196225   1.7803775   3.3411325   4.9018875   6.4626426   8.0233976
[31]   9.5841526  11.1449076  12.7056626  14.2664177  15.8271727  17.3879277
[37]  18.9486827  20.5094377  22.0701928  23.6309478  25.1917028  26.7524578
[43]  28.3132128  29.8739678  31.4347229  32.9954779  34.5562329  36.1169879
[49]  37.6777429  39.2384980

$yords
 [1] -62.8607130 -60.6215003 -58.3822875 -56.1430747 -53.9038619 -51.6646492
 [7] -49.4254364 -47.1862236 -44.9470108 -42.7077980 -40.4685853 -38.2293725
[13] -35.9901597 -33.7509469 -31.5117342 -29.2725214 -27.0333086 -24.7940958
[19] -22.5548831 -20.3156703 -18.0764575 -15.8372447 -13.5980319 -11.3588192
[25]  -9.1196064  -6.8803936  -4.6411808  -2.4019681  -0.1627553   2.0764575
[31]   4.3156703   6.5548831   8.7940958  11.0333086  13.2725214  15.5117342
[37]  17.7509469  19.9901597  22.2293725  24.4685853  26.7077980  28.9470108
[43]  31.1862236  33.4254364  35.6646492  37.9038619  40.1430747  42.3822875
[49]  44.6215003  46.8607130

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.142507e-03 7.870376e-03 7.205802e-03 5.292708e-03 3.102333e-03
 [2,] 9.324662e-03 1.163820e-02 1.263371e-02 1.152792e-02 8.535667e-03
 [3,] 1.044179e-02 1.462337e-02 1.786820e-02 1.909787e-02 1.735343e-02
 [4,] 9.683789e-03 1.573808e-02 2.164207e-02 2.591616e-02 2.727453e-02
 [5,] 7.386056e-03 1.409435e-02 2.246092e-02 3.031630e-02 3.560842e-02
 [6,] 4.984765e-03 1.065949e-02 1.961929e-02 3.050518e-02 4.034249e-02
 [7,] 3.284418e-03 7.386626e-03 1.490255e-02 2.627699e-02 3.964249e-02
 [8,] 2.083671e-03 4.989187e-03 1.059994e-02 2.020519e-02 3.400730e-02
 [9,] 1.130037e-03 3.110809e-03 7.209117e-03 1.462488e-02 2.649323e-02
[10,] 4.751063e-04 1.603107e-03 4.351890e-03 9.838692e-03 1.924724e-02
[11,] 1.505546e-04 6.376281e-04 2.127914e-03 5.698793e-03 1.262451e-02
[12,] 3.745812e-05 1.963049e-04 8.116070e-04 2.658913e-03 7.000445e-03
[13,] 7.944196e-06 4.999764e-05 2.500108e-04 9.947585e-04 3.161547e-03
[14,] 1.487017e-06 1.123531e-05 6.697350e-05 3.167564e-04 1.196499e-03
[15,] 2.496899e-07 2.180208e-06 1.581540e-05 9.006153e-05 4.035038e-04
[16,] 8.814346e-08 4.167812e-07 3.126984e-06 2.179195e-05 1.200815e-04
[17,] 1.128939e-07 2.678961e-07 7.939524e-07 4.435301e-06 2.896239e-05
[18,] 1.325477e-07 3.800808e-07 8.493284e-07 1.819874e-06 6.526901e-06
[19,] 1.065928e-07 4.105419e-07 1.188519e-06 2.617500e-06 4.780776e-06
[20,] 5.779074e-08 3.005163e-07 1.172625e-06 3.435361e-06 7.589063e-06
[21,] 2.110798e-08 1.482314e-07 7.810543e-07 3.088017e-06 9.162723e-06
[22,] 5.193721e-09 4.925617e-08 3.505005e-07 1.871378e-06 7.496984e-06
[23,] 8.609029e-10 1.102617e-08 1.059598e-07 7.640152e-07 4.133430e-06
[24,] 9.613290e-11 1.662767e-09 2.157926e-08 2.101289e-07 1.535263e-06
[25,] 7.231573e-12 1.689199e-10 2.960566e-09 3.893250e-08 3.841476e-07
[26,] 3.664693e-13 1.156044e-11 2.736256e-10 4.859400e-09 6.475259e-08
[27,] 1.251077e-14 5.329783e-13 1.703651e-11 4.085970e-10 7.352895e-09
[28,] 2.877228e-16 1.655344e-14 7.145757e-13 2.314468e-11 5.624748e-10
[29,] 4.457666e-18 3.463461e-16 2.019104e-14 8.831818e-13 2.898617e-11
[30,] 4.652467e-20 4.881741e-18 3.843368e-16 2.270345e-14 1.006286e-12
[31,] 3.271162e-22 4.635346e-20 4.928424e-18 3.931664e-16 2.353394e-14
[32,] 1.549402e-24 2.965055e-22 4.257429e-20 4.586741e-18 3.707757e-16
[33,] 4.943891e-27 1.277693e-24 2.477592e-22 3.604750e-20 3.935238e-18
[34,] 1.062715e-29 3.709052e-27 9.713038e-25 1.908486e-22 2.813674e-20
[35,] 1.538890e-32 7.253415e-30 2.565213e-27 6.806845e-25 1.355251e-22
[36,] 1.501209e-35 9.555750e-33 4.563883e-30 1.635481e-27 4.397525e-25
[37,] 9.865467e-39 8.480667e-36 5.470015e-33 2.647209e-30 9.612582e-28
[38,] 4.367549e-42 5.070362e-39 4.416582e-36 2.886521e-33 1.415519e-30
[39,] 1.302570e-45 2.042165e-42 2.402299e-39 2.120334e-36 1.404218e-33
[40,] 2.617021e-49 5.540972e-46 8.802602e-43 1.049245e-39 9.384186e-37
[41,] 3.542052e-53 1.012797e-49 2.172884e-46 3.497772e-43 4.224747e-40
[42,] 3.229601e-57 1.247112e-53 3.613337e-50 7.855110e-47 1.281301e-43
[43,] 1.983730e-61 1.034494e-57 4.047811e-54 1.188374e-50 2.617834e-47
[44,] 8.208412e-66 5.780875e-62 3.054746e-58 1.211149e-54 3.603102e-51
[45,] 2.288140e-70 2.176236e-66 1.553019e-62 8.315505e-59 3.340859e-55
[46,] 4.296802e-75 5.518968e-71 5.318855e-67 3.846093e-63 2.086797e-59
[47,] 5.435644e-80 9.428723e-76 1.227164e-71 1.198380e-67 8.781049e-64
[48,] 4.632379e-85 1.085164e-80 1.907370e-76 2.515457e-72 2.489205e-68
[49,] 2.659503e-90 8.413585e-86 1.997151e-81 3.556998e-77 4.753569e-73
[50,] 1.028564e-95 4.394420e-91 1.408711e-86 3.388332e-82 6.115273e-78
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.575718e-03 9.250558e-04 7.983166e-04 7.772037e-04 6.537554e-04
 [2,] 5.112205e-03 2.729031e-03 1.749422e-03 1.607640e-03 1.593937e-03
 [3,] 1.295386e-02 7.941584e-03 4.469989e-03 3.114557e-03 3.013149e-03
 [4,] 2.467036e-02 1.857066e-02 1.167206e-02 6.937045e-03 5.214716e-03
 [5,] 3.691533e-02 3.323806e-02 2.523856e-02 1.627947e-02 1.020933e-02
 [6,] 4.648500e-02 4.749037e-02 4.256884e-02 3.261265e-02 2.159340e-02
 [7,] 5.121546e-02 5.784271e-02 5.822860e-02 5.195569e-02 4.015507e-02
 [8,] 4.954469e-02 6.230864e-02 6.884514e-02 6.822646e-02 6.055977e-02
 [9,] 4.258449e-02 5.976619e-02 7.294787e-02 7.866360e-02 7.661316e-02
[10,] 3.340530e-02 5.149499e-02 6.967475e-02 8.243705e-02 8.659897e-02
[11,] 2.399530e-02 4.022795e-02 5.985843e-02 7.838362e-02 9.004179e-02
[12,] 1.520537e-02 2.820084e-02 4.597119e-02 6.649415e-02 8.478350e-02
[13,] 8.117014e-03 1.722083e-02 3.117839e-02 4.961233e-02 7.018323e-02
[14,] 3.635032e-03 8.984861e-03 1.845171e-02 3.246778e-02 5.043908e-02
[15,] 1.437322e-03 4.120550e-03 9.655450e-03 1.892297e-02 3.202900e-02
[16,] 5.153369e-04 1.738681e-03 4.682843e-03 1.027591e-02 1.890251e-02
[17,] 1.558637e-04 6.502454e-04 2.105742e-03 5.367450e-03 1.100790e-02
[18,] 3.696823e-05 1.937070e-04 7.952604e-04 2.511574e-03 6.153716e-03
[19,] 1.084700e-05 4.607573e-05 2.282696e-04 9.271244e-04 2.893738e-03
[20,] 1.306294e-05 2.152852e-05 5.909050e-05 2.554327e-04 1.019020e-03
[21,] 2.043566e-05 3.467233e-05 4.877755e-05 8.509766e-05 2.771895e-04
[22,] 2.253682e-05 5.086541e-05 8.656811e-05 1.148026e-04 1.457871e-04
[23,] 1.677900e-05 5.110709e-05 1.168265e-04 2.007359e-04 2.624009e-04
[24,] 8.416378e-06 3.461904e-05 1.068452e-04 2.474444e-04 4.302557e-04
[25,] 2.843997e-06 1.579818e-05 6.584623e-05 2.059222e-04 4.832101e-04
[26,] 6.474059e-07 4.856722e-06 2.733730e-05 1.154556e-04 3.658667e-04
[27,] 9.928110e-08 1.005824e-06 7.645806e-06 4.360854e-05 1.866244e-04
[28,] 1.025652e-08 1.403280e-07 1.440570e-06 1.109613e-05 6.412953e-05
[29,] 7.137995e-10 1.318893e-08 1.828473e-07 1.902020e-06 1.484538e-05
[30,] 3.346535e-11 8.350600e-10 1.563456e-08 2.196351e-07 2.315091e-06
[31,] 1.056958e-12 3.561795e-11 9.005879e-10 1.708566e-08 2.432139e-07
[32,] 2.248863e-14 1.023442e-12 3.494700e-11 8.953756e-10 1.721284e-08
[33,] 3.223381e-16 1.981076e-14 9.135600e-13 3.160985e-11 8.206557e-10
[34,] 3.112456e-18 2.583343e-16 1.608821e-14 7.517672e-13 2.635807e-11
[35,] 2.024595e-20 2.269376e-18 1.908630e-16 1.204448e-14 5.703097e-13
[36,] 8.871885e-23 1.342993e-20 1.525384e-18 1.299981e-16 8.312900e-15
[37,] 2.619009e-25 5.354078e-23 8.212599e-21 9.452136e-19 8.162808e-17
[38,] 5.208370e-28 1.437936e-25 2.978697e-23 4.629862e-21 5.399739e-19
[39,] 6.977666e-31 2.601587e-28 7.278072e-26 1.527746e-23 2.406314e-21
[40,] 6.297411e-34 3.170887e-31 1.197983e-28 3.396094e-26 7.224019e-24
[41,] 3.828743e-37 2.603551e-34 1.328399e-31 5.085727e-29 1.461007e-26
[42,] 1.568183e-40 1.440119e-37 9.923256e-35 5.130684e-32 1.990566e-29
[43,] 4.326916e-44 5.366266e-41 4.993702e-38 3.486921e-35 1.827043e-32
[44,] 8.042741e-48 1.347072e-44 1.692922e-41 1.596456e-38 1.129724e-35
[45,] 1.007111e-51 2.278021e-48 3.866349e-45 4.924067e-42 4.706001e-39
[46,] 8.495554e-56 2.595178e-52 5.948527e-49 1.023148e-45 1.320639e-42
[47,] 4.827819e-60 1.991694e-56 6.165470e-53 1.432204e-49 2.496746e-46
[48,] 1.848243e-64 1.029742e-60 4.305027e-57 1.350605e-53 3.180014e-50
[49,] 4.766652e-69 3.586596e-65 2.025054e-61 8.580417e-58 2.728656e-54
[50,] 8.281445e-74 8.415450e-70 6.417153e-66 3.672315e-62 1.577361e-58
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.510348e-04 3.212193e-04 4.468143e-04 9.754269e-04 1.874409e-03
 [2,] 1.347822e-03 9.249718e-04 6.146167e-04 7.401582e-04 1.545894e-03
 [3,] 3.027933e-03 2.570706e-03 1.758878e-03 1.106428e-03 1.150996e-03
 [4,] 5.254843e-03 5.330784e-03 4.538564e-03 3.100341e-03 1.869664e-03
 [5,] 8.202005e-03 8.528265e-03 8.705116e-03 7.423654e-03 5.066949e-03
 [6,] 1.424942e-02 1.210887e-02 1.288858e-02 1.320279e-02 1.126533e-02
 [7,] 2.727485e-02 1.885562e-02 1.677722e-02 1.816335e-02 1.863494e-02
 [8,] 4.719108e-02 3.283960e-02 2.365907e-02 2.183907e-02 2.392773e-02
 [9,] 6.756750e-02 5.303949e-02 3.775630e-02 2.819937e-02 2.678764e-02
[10,] 8.273588e-02 7.239996e-02 5.721333e-02 4.162143e-02 3.208169e-02
[11,] 9.214640e-02 8.630407e-02 7.490909e-02 5.963021e-02 4.435667e-02
[12,] 9.499040e-02 9.499967e-02 8.742890e-02 7.545855e-02 6.071850e-02
[13,] 8.774592e-02 9.656155e-02 9.502486e-02 8.652719e-02 7.480634e-02
[14,] 7.006244e-02 8.646864e-02 9.427456e-02 9.224409e-02 8.412250e-02
[15,] 4.834129e-02 6.598203e-02 8.082236e-02 8.811582e-02 8.685335e-02
[16,] 3.028026e-02 4.389942e-02 5.864486e-02 7.152176e-02 7.868604e-02
[17,] 1.877877e-02 2.794216e-02 3.821020e-02 4.944353e-02 6.001939e-02
[18,] 1.192131e-02 1.887053e-02 2.575590e-02 3.252750e-02 4.006829e-02
[19,] 6.932773e-03 1.292330e-02 1.926986e-02 2.421686e-02 2.789150e-02
[20,] 3.169526e-03 7.530873e-03 1.377194e-02 1.980826e-02 2.345601e-02
[21,] 1.051810e-03 3.265980e-03 7.773758e-03 1.417703e-02 2.016693e-02
[22,] 3.082336e-04 1.025760e-03 3.151369e-03 7.562012e-03 1.393814e-02
[23,] 2.845615e-04 3.836735e-04 9.684297e-04 2.852638e-03 6.918004e-03
[24,] 5.641581e-04 5.766703e-04 5.665316e-04 9.364025e-04 2.450588e-03
[25,] 8.509755e-04 1.126513e-03 1.134882e-03 9.515955e-04 1.010714e-03
[26,] 8.699284e-04 1.552140e-03 2.079306e-03 2.101027e-03 1.659054e-03
[27,] 5.992580e-04 1.443817e-03 2.610231e-03 3.541699e-03 3.612970e-03
[28,] 2.780952e-04 9.048597e-04 2.209157e-03 4.047063e-03 5.563768e-03
[29,] 8.693951e-05 3.820293e-04 1.259608e-03 3.116312e-03 5.785357e-03
[30,] 1.830985e-05 1.086568e-04 4.838276e-04 1.616574e-03 4.053121e-03
[31,] 2.597745e-06 2.081909e-05 1.251965e-04 5.649358e-04 1.912950e-03
[32,] 2.482863e-07 2.687277e-06 2.182434e-05 1.330003e-04 6.082364e-04
[33,] 1.598652e-08 2.336732e-07 2.562938e-06 2.109392e-05 1.302861e-04
[34,] 6.934258e-10 1.368838e-08 2.027607e-07 2.253798e-06 1.880111e-05
[35,] 2.026244e-11 5.401849e-10 1.080637e-08 1.622287e-07 1.827814e-06
[36,] 3.988683e-13 1.436088e-11 3.879963e-10 7.866800e-09 1.197148e-07
[37,] 5.289492e-15 2.571987e-13 9.384880e-12 2.569976e-10 5.282457e-09
[38,] 4.725485e-17 3.103185e-15 1.529277e-13 5.656198e-12 1.570374e-10
[39,] 2.843985e-19 2.522312e-17 1.678811e-15 8.386660e-14 3.145256e-12
[40,] 1.153076e-21 1.381160e-19 1.241593e-17 8.377753e-16 4.244277e-14
[41,] 3.149480e-24 5.095009e-22 6.186164e-20 5.638267e-18 3.858834e-16
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[22,] 3.093360e-02 2.114155e-02 1.217001e-02 5.856471e-03 2.395876e-03
[23,] 3.982044e-02 3.088815e-02 2.185794e-02 1.346381e-02 7.151497e-03
[24,] 5.107106e-02 4.032370e-02 3.167365e-02 2.344085e-02 1.557964e-02
[25,] 6.754502e-02 5.276584e-02 4.127716e-02 3.290260e-02 2.554672e-02
[26,] 8.878712e-02 7.166837e-02 5.487921e-02 4.228178e-02 3.401501e-02
[27,] 1.138138e-01 9.676780e-02 7.659978e-02 5.727594e-02 4.301903e-02
[28,] 1.419949e-01 1.256976e-01 1.052667e-01 8.207465e-02 5.985319e-02
[29,] 1.686035e-01 1.551045e-01 1.361039e-01 1.133188e-01 8.762862e-02
[30,] 1.849292e-01 1.784854e-01 1.634337e-01 1.434405e-01 1.198269e-01
[31,] 1.839117e-01 1.884194e-01 1.808838e-01 1.656853e-01 1.465338e-01
[32,] 1.622901e-01 1.807161e-01 1.840109e-01 1.759132e-01 1.617413e-01
[33,] 1.227621e-01 1.541873e-01 1.712509e-01 1.733376e-01 1.651352e-01
[34,] 7.717519e-02 1.129830e-01 1.422856e-01 1.577321e-01 1.589139e-01
[35,] 4.057657e-02 6.939443e-02 1.018341e-01 1.285062e-01 1.424684e-01
[36,] 2.039426e-02 3.699050e-02 6.193967e-02 9.053907e-02 1.144266e-01
[37,] 1.371023e-02 2.097103e-02 3.443394e-02 5.528907e-02 7.987847e-02
[38,] 1.359057e-02 1.695671e-02 2.257053e-02 3.285241e-02 4.956652e-02
[39,] 1.596489e-02 1.785027e-02 2.087255e-02 2.482647e-02 3.194988e-02
[40,] 1.933132e-02 2.014106e-02 2.232491e-02 2.492242e-02 2.719464e-02
[41,] 2.061812e-02 2.241173e-02 2.394395e-02 2.638550e-02 2.845260e-02
[42,] 1.683104e-02 2.163188e-02 2.440806e-02 2.669902e-02 2.936058e-02
[43,] 9.772348e-03 1.597939e-02 2.125532e-02 2.483607e-02 2.785463e-02
[44,] 3.913677e-03 8.421812e-03 1.416536e-02 1.945317e-02 2.354825e-02
[45,] 1.067523e-03 3.068413e-03 6.759858e-03 1.166644e-02 1.653986e-02
[46,] 1.972338e-04 7.622496e-04 2.236222e-03 5.031398e-03 8.905417e-03
[47,] 2.461997e-05 1.283092e-04 5.051547e-04 1.509216e-03 3.465229e-03
[48,] 2.073743e-06 1.459272e-05 7.737772e-05 3.097224e-04 9.414937e-04
[49,] 1.177894e-07 1.119762e-06 8.010184e-06 4.314089e-05 1.754090e-04
[50,] 4.510162e-09 5.793309e-08 5.595108e-07 4.062844e-06 2.220723e-05
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.127469e-26 1.460616e-28 3.878235e-31 7.726372e-34 1.154957e-36
 [2,] 1.813600e-23 8.667267e-26 3.107914e-28 8.361788e-31 1.688021e-33
 [3,] 5.368352e-21 3.464737e-23 1.677821e-25 6.096272e-28 1.662002e-30
 [4,] 1.070492e-18 9.330422e-21 6.101900e-23 2.994143e-25 1.102372e-27
 [5,] 1.438035e-16 1.692684e-18 1.494955e-20 9.906591e-23 4.925706e-25
 [6,] 1.301362e-14 2.068679e-16 2.467368e-18 2.208100e-20 1.482694e-22
 [7,] 7.933591e-13 1.703151e-14 2.743359e-16 3.315554e-18 3.006612e-20
 [8,] 3.258251e-11 9.446183e-13 2.054822e-14 3.353794e-16 4.107203e-18
 [9,] 9.014509e-10 3.529413e-11 1.036833e-12 2.285387e-14 3.779706e-16
[10,] 1.680130e-08 8.883656e-10 3.524412e-11 1.049122e-12 2.343220e-14
[11,] 2.109532e-07 1.506342e-08 8.070625e-10 3.244406e-11 9.786123e-13
[12,] 1.784320e-06 1.720674e-07 1.245004e-08 6.759076e-10 2.753286e-11
[13,] 1.016722e-05 1.324088e-06 1.293831e-07 9.485995e-09 5.218376e-10
[14,] 3.902786e-05 6.864008e-06 9.057887e-07 8.968523e-08 6.662879e-09
[15,] 1.009230e-04 2.397075e-05 4.271882e-06 5.712181e-07 5.731014e-08
[16,] 1.758122e-04 5.639346e-05 1.357234e-05 2.450904e-06 3.320812e-07
[17,] 2.063296e-04 8.937582e-05 2.904914e-05 7.084238e-06 1.296282e-06
[18,] 1.632277e-04 9.543211e-05 4.188528e-05 1.379445e-05 3.408777e-06
[19,] 8.860207e-05 6.883729e-05 4.070359e-05 1.809646e-05 6.038745e-06
[20,] 5.044893e-05 3.641493e-05 2.704536e-05 1.603523e-05 7.210205e-06
[21,] 1.596286e-04 4.475383e-05 1.791223e-05 1.040891e-05 5.892621e-06
[22,] 8.437607e-04 2.537463e-04 6.499667e-05 1.574723e-05 4.926811e-06
[23,] 3.286432e-03 1.290502e-03 4.197215e-04 1.096631e-04 2.302378e-05
[24,] 9.114208e-03 4.615002e-03 1.961094e-03 6.736842e-04 1.815319e-04
[25,] 1.829475e-02 1.164235e-02 6.353899e-03 2.856024e-03 1.019716e-03
[26,] 2.760008e-02 2.114270e-02 1.443191e-02 8.345418e-03 3.911757e-03
[27,] 3.449139e-02 2.896962e-02 2.351419e-02 1.701161e-02 1.030209e-02
[28,] 4.334467e-02 3.402588e-02 2.916507e-02 2.482288e-02 1.885119e-02
[29,] 6.247194e-02 4.327159e-02 3.259355e-02 2.798096e-02 2.468184e-02
[30,] 9.261308e-02 6.489630e-02 4.288628e-02 3.040754e-02 2.553972e-02
[31,] 1.237936e-01 9.630858e-02 6.679725e-02 4.226412e-02 2.780813e-02
[32,] 1.449470e-01 1.245661e-01 9.808898e-02 6.781467e-02 4.142110e-02
[33,] 1.527031e-01 1.390995e-01 1.219900e-01 9.755686e-02 6.763098e-02
[34,] 1.510270e-01 1.405327e-01 1.301192e-01 1.164112e-01 9.460026e-02
[35,] 1.433200e-01 1.361715e-01 1.274145e-01 1.194697e-01 1.085316e-01
[36,] 1.272704e-01 1.284813e-01 1.224883e-01 1.150808e-01 1.084901e-01
[37,] 1.010347e-01 1.131357e-01 1.152819e-01 1.107836e-01 1.043518e-01
[38,] 7.017218e-02 8.870422e-02 1.002513e-01 1.035932e-01 1.007488e-01
[39,] 4.461551e-02 6.137257e-02 7.733979e-02 8.824512e-02 9.263991e-02
[40,] 3.127442e-02 4.011226e-02 5.322111e-02 6.661562e-02 7.655899e-02
[41,] 2.906096e-02 3.033559e-02 3.569906e-02 4.542474e-02 5.622495e-02
[42,] 3.082538e-02 2.988245e-02 2.873626e-02 3.111413e-02 3.780765e-02
[43,] 3.069773e-02 3.156751e-02 2.931984e-02 2.628117e-02 2.628190e-02
[44,] 2.714943e-02 3.011352e-02 3.048634e-02 2.731526e-02 2.302084e-02
[45,] 2.077804e-02 2.469620e-02 2.767861e-02 2.771603e-02 2.408962e-02
[46,] 1.305013e-02 1.705126e-02 2.094653e-02 2.380308e-02 2.367912e-02
[47,] 6.294123e-03 9.551910e-03 1.300987e-02 1.655085e-02 1.912322e-02
[48,] 2.206254e-03 4.117673e-03 6.485835e-03 9.226805e-03 1.217196e-02
[49,] 5.424216e-04 1.298119e-03 2.493639e-03 4.086161e-03 6.081144e-03
[50,] 9.169194e-05 2.885077e-04 7.058374e-04 1.398272e-03 2.389080e-03
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.295394e-39 1.090137e-42 6.883443e-46 3.261242e-49 1.159310e-52
 [2,] 2.556834e-36 2.905830e-39 2.477900e-42 1.585439e-45 7.611229e-49
 [3,] 3.399732e-33 5.217964e-36 6.009015e-39 5.192271e-42 3.366288e-45
 [4,] 3.045299e-30 6.312116e-33 9.816706e-36 1.145535e-38 1.002977e-41
 [5,] 1.837633e-27 5.143899e-30 1.080369e-32 1.702562e-35 2.013140e-38
 [6,] 7.470165e-25 2.823921e-27 8.009782e-30 1.704669e-32 2.722074e-35
 [7,] 2.045713e-22 1.044373e-24 4.000483e-27 1.149794e-29 2.479526e-32
 [8,] 3.774001e-20 2.601967e-22 1.346007e-24 5.224482e-27 1.521530e-29
 [9,] 4.690320e-18 4.367076e-20 3.050878e-22 1.599224e-24 6.289777e-27
[10,] 3.926865e-16 4.937680e-18 4.658496e-20 3.297757e-22 1.751593e-24
[11,] 2.214788e-14 3.760951e-16 4.791915e-18 4.581107e-20 3.286046e-22
[12,] 8.415137e-13 1.929814e-14 3.320592e-16 4.287116e-18 4.152953e-20
[13,] 2.153941e-11 6.670784e-13 1.550121e-14 2.702737e-16 3.535772e-18
[14,] 3.714060e-10 1.553390e-11 4.874813e-13 1.147848e-14 2.027933e-16
[15,] 4.314267e-09 2.436842e-10 1.032746e-11 3.284038e-13 7.835488e-15
[16,] 3.376047e-08 2.575238e-09 1.473914e-10 6.329588e-12 2.039492e-13
[17,] 1.779722e-07 1.833368e-08 1.417076e-09 8.218351e-11 3.576184e-12
[18,] 6.320326e-07 8.792770e-08 9.178204e-09 7.188492e-10 4.224367e-11
[19,] 1.512066e-06 2.840827e-07 4.004657e-08 4.235784e-09 3.361602e-10
[20,] 2.437159e-06 6.183207e-07 1.177109e-07 1.681405e-08 1.802077e-09
[21,] 2.654191e-06 9.071262e-07 2.331079e-07 4.496381e-08 6.507970e-09
[22,] 2.139618e-06 9.131535e-07 3.120674e-07 8.105507e-08 1.583484e-08
[23,] 4.320591e-06 9.882581e-07 3.138657e-07 1.005751e-07 2.606153e-08
[24,] 3.777752e-05 6.146113e-06 8.655457e-07 1.424421e-07 3.280736e-08
[25,] 2.819947e-04 5.954142e-05 9.557791e-06 1.185169e-06 1.244496e-07
[26,] 1.438373e-03 4.064497e-04 8.725589e-05 1.415310e-05 1.734838e-06
[27,] 4.992712e-03 1.880966e-03 5.416713e-04 1.181546e-04 1.943213e-05
[28,] 1.186104e-02 5.911672e-03 2.274929e-03 6.665699e-04 1.476331e-04
[29,] 1.951609e-02 1.268492e-02 6.478971e-03 2.541653e-03 7.569539e-04
[30,] 2.302456e-02 1.881113e-02 1.257357e-02 6.564276e-03 2.621486e-03
[31,] 2.222873e-02 2.012144e-02 1.684951e-02 1.153654e-02 6.143786e-03
[32,] 2.513818e-02 1.856381e-02 1.648454e-02 1.401316e-02 9.790537e-03
[33,] 4.030151e-02 2.264525e-02 1.503335e-02 1.270160e-02 1.082174e-02
[34,] 6.602034e-02 3.878845e-02 2.043109e-02 1.197739e-02 9.268542e-03
[35,] 8.937387e-02 6.287354e-02 3.673302e-02 1.845478e-02 9.536175e-03
[36,] 9.918346e-02 8.223721e-02 5.821799e-02 3.400522e-02 1.658315e-02
[37,] 9.801843e-02 8.910374e-02 7.367794e-02 5.223827e-02 3.055869e-02
[38,] 9.505070e-02 8.823691e-02 7.878448e-02 6.423460e-02 4.527885e-02
[39,] 9.135703e-02 8.630023e-02 7.879083e-02 6.844910e-02 5.442964e-02
[40,] 8.152384e-02 8.146866e-02 7.705941e-02 6.912090e-02 5.815392e-02
[41,] 6.480003e-02 6.969543e-02 7.038826e-02 6.666170e-02 5.885052e-02
[42,] 4.606323e-02 5.295177e-02 5.720051e-02 5.815699e-02 5.512535e-02
[43,] 3.039457e-02 3.629150e-02 4.138664e-02 4.463659e-02 4.549159e-02
[44,] 2.133003e-02 2.339932e-02 2.727122e-02 3.070521e-02 3.288157e-02
[45,] 1.921442e-02 1.652780e-02 1.713098e-02 1.941446e-02 2.149766e-02
[46,] 2.006699e-02 1.523271e-02 1.217798e-02 1.186687e-02 1.302579e-02
[47,] 1.897566e-02 1.575794e-02 1.144584e-02 8.513878e-03 7.752959e-03
[48,] 1.432965e-02 1.423478e-02 1.164062e-02 8.137179e-03 5.642555e-03
[49,] 8.323973e-03 9.999342e-03 9.975331e-03 8.071082e-03 5.463283e-03
[50,] 3.723464e-03 5.288469e-03 6.488078e-03 6.516969e-03 5.240049e-03
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.092160e-56 6.188388e-60 9.292482e-64 1.046964e-67 8.850861e-72
 [2,] 2.741611e-52 7.409858e-56 1.502632e-59 2.286343e-63 2.610259e-67
 [3,] 1.637537e-48 5.977002e-52 1.636873e-55 3.363506e-59 5.185885e-63
 [4,] 6.588996e-45 3.247880e-48 1.201213e-51 3.333390e-55 6.940730e-59
 [5,] 1.786040e-41 1.188941e-44 5.938395e-48 2.225480e-51 6.257937e-55
 [6,] 3.261411e-38 2.931995e-41 1.977701e-44 1.000930e-47 3.801017e-51
 [7,] 4.012020e-35 4.870898e-38 4.437059e-41 3.032683e-44 1.555290e-47
 [8,] 3.324784e-32 5.451272e-35 6.706141e-38 6.190037e-41 4.287122e-44
 [9,] 1.856124e-29 4.109885e-32 6.827994e-35 8.511426e-38 7.960922e-41
[10,] 6.980612e-27 2.087395e-29 4.683352e-32 7.884147e-35 9.958735e-38
[11,] 1.768571e-24 7.142038e-27 2.164028e-29 4.919823e-32 8.392422e-35
[12,] 3.018524e-22 1.646200e-24 6.736154e-27 2.068175e-29 4.764457e-32
[13,] 3.470648e-20 2.556154e-22 1.412554e-24 5.856915e-27 1.822148e-29
[14,] 2.688243e-18 2.673827e-20 1.995447e-22 1.117359e-24 4.694569e-27
[15,] 1.402716e-16 1.884182e-18 1.898970e-20 1.436016e-22 8.147996e-25
[16,] 4.930764e-15 8.944496e-17 1.217419e-18 1.243282e-20 9.526858e-23
[17,] 1.167618e-13 2.860425e-15 5.257791e-17 7.251398e-19 7.503951e-21
[18,] 1.862650e-12 6.162396e-14 1.529716e-15 2.849168e-17 3.981757e-19
[19,] 2.001726e-11 8.943580e-13 2.998206e-14 7.541492e-16 1.423319e-17
[20,] 1.449173e-10 8.744104e-12 3.958712e-13 1.344740e-14 3.427455e-16
[21,] 7.067726e-10 5.759211e-11 3.521197e-12 1.615338e-13 5.560135e-15
[22,] 2.322158e-09 2.555377e-10 2.109936e-11 1.307166e-12 6.076324e-14
[23,] 5.143773e-09 7.639304e-10 8.517345e-11 7.125979e-12 4.473437e-13
[24,] 7.872397e-09 1.545918e-09 2.318331e-10 2.617425e-11 2.218694e-12
[25,] 1.470065e-08 2.443293e-09 4.379468e-10 6.513485e-11 7.420987e-12
[26,] 1.632301e-07 1.278147e-08 1.085369e-09 1.296789e-10 1.731727e-11
[27,] 2.405143e-06 2.243947e-07 1.600406e-08 9.361170e-10 5.731045e-11
[28,] 2.462520e-05 3.087890e-06 2.909534e-07 2.063946e-08 1.115806e-09
[29,] 1.701428e-04 2.877858e-05 3.657668e-06 3.490871e-07 2.501870e-08
[30,] 7.929886e-04 1.808267e-04 3.101048e-05 3.994830e-06 3.863532e-07
[31,] 2.495153e-03 7.662222e-04 1.772102e-04 3.080847e-05 4.022461e-06
[32,] 5.309516e-03 2.191082e-03 6.827775e-04 1.601273e-04 2.821881e-05
[33,] 7.682161e-03 4.235621e-03 1.774847e-03 5.610529e-04 1.334053e-04
[34,] 7.770386e-03 5.573164e-03 3.118567e-03 1.326040e-03 4.251096e-04
[35,] 6.483114e-03 5.204646e-03 3.740118e-03 2.119170e-03 9.137326e-04
[36,] 7.672622e-03 4.426154e-03 3.273158e-03 2.325061e-03 1.329349e-03
[37,] 1.466827e-02 6.244659e-03 3.014795e-03 1.955305e-03 1.342823e-03
[38,] 2.648231e-02 1.262110e-02 5.089434e-03 2.086847e-03 1.130270e-03
[39,] 3.780767e-02 2.200821e-02 1.045115e-02 4.085436e-03 1.475883e-03
[40,] 4.472650e-02 3.034027e-02 1.746492e-02 8.259162e-03 3.176251e-03
[41,] 4.795549e-02 3.551676e-02 2.334989e-02 1.319475e-02 6.192421e-03
[42,] 4.804357e-02 3.804753e-02 2.712597e-02 1.719540e-02 9.471661e-03
[43,] 4.312378e-02 3.721931e-02 2.878921e-02 1.981489e-02 1.208619e-02
[44,] 3.344843e-02 3.167452e-02 2.714313e-02 2.061368e-02 1.376220e-02
[45,] 2.274901e-02 2.300481e-02 2.173161e-02 1.852512e-02 1.387779e-02
[46,] 1.414160e-02 1.472957e-02 1.475245e-02 1.387938e-02 1.178357e-02
[47,] 8.205034e-03 8.712483e-03 8.904300e-03 8.802741e-03 8.233226e-03
[48,] 4.769705e-03 4.839659e-03 5.015437e-03 5.017630e-03 4.881209e-03
[49,] 3.543991e-03 2.762631e-03 2.668804e-03 2.693211e-03 2.632837e-03
[50,] 3.456644e-03 2.108912e-03 1.507785e-03 1.374964e-03 1.347454e-03

> 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  
     -5.482        1.253  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1zvcz1226498185.ps tmp/1zvcz1226498185.png")
> system("convert tmp/2q59g1226498185.ps tmp/2q59g1226498185.png")
> system("convert tmp/32uv11226498185.ps tmp/32uv11226498185.png")
> system("convert tmp/41fbk1226498185.ps tmp/41fbk1226498185.png")
> system("convert tmp/5eg6d1226498185.ps tmp/5eg6d1226498185.png")
> system("convert tmp/6nfv81226498185.ps tmp/6nfv81226498185.png")
> system("convert tmp/7z0qx1226498185.ps tmp/7z0qx1226498185.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.989   2.014   3.361