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
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Type 'q()' to quit R.

> z <- c(562325,560854,555332,543599,536662,542722,593530,610763,612613,611324,594167,595454,590865,589379,584428,573100,567456,569028,620735,628884,628232,612117,595404,597141,593408,590072,579799,574205,572775,572942,619567,625809,619916,587625,565742,557274,560576,548854,531673,525919,511038,498662,555362,564591,541657,527070,509846,514258,516922,507561,492622,490243,469357,477580,528379,533590,517945,506174,501866,516141)
> y <- c(8.6,8.5,8.3,7.8,7.8,8,8.6,8.9,8.9,8.6,8.3,8.3,8.3,8.4,8.5,8.4,8.6,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.5,8.6,8.4,8.1,8,8,8,8,7.9,7.8,7.8,7.9,8.1,8,7.6,7.3,7,6.8,7,7.1,7.2,7.1,6.9,6.7,6.7,6.6,6.9,7.3,7.5,7.3,7.1,6.9,7.1)
> x <- c(1.59,1.26,1.13,1.92,2.61,2.26,2.41,2.26,2.03,2.86,2.55,2.27,2.26,2.57,3.07,2.76,2.51,2.87,3.14,3.11,3.16,2.47,2.57,2.89,2.63,2.38,1.69,1.96,2.19,1.87,1.6,1.63,1.22,1.21,1.49,1.64,1.66,1.77,1.82,1.78,1.28,1.29,1.37,1.12,1.51,2.24,2.94,3.09,3.46,3.64,4.39,4.15,5.21,5.8,5.91,5.39,5.46,4.72,3.14,2.63)
> par7 = 'Aantal niet-werkende werkzoekenden'
> par6 = 'Werkloosheidsgraad'
> par5 = 'Inflatie'
> 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/14kt41257156278.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/2fz8d1257156278.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/37upq1257156278.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/4r2gf1257156278.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/5kuho1257156278.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  
     8.5326      -0.2372  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6fs0n1257156278.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] 6.325988 6.384111 6.442234 6.500357 6.558480 6.616603 6.674726 6.732849
 [9] 6.790972 6.849094 6.907217 6.965340 7.023463 7.081586 7.139709 7.197832
[17] 7.255955 7.314078 7.372201 7.430324 7.488447 7.546570 7.604693 7.662816
[25] 7.720939 7.779061 7.837184 7.895307 7.953430 8.011553 8.069676 8.127799
[33] 8.185922 8.244045 8.302168 8.360291 8.418414 8.476537 8.534660 8.592783
[41] 8.650906 8.709028 8.767151 8.825274 8.883397 8.941520 8.999643 9.057766
[49] 9.115889 9.174012

$yords
 [1] 438177.6 442705.8 447234.1 451762.4 456290.7 460819.0 465347.3 469875.5
 [9] 474403.8 478932.1 483460.4 487988.7 492517.0 497045.2 501573.5 506101.8
[17] 510630.1 515158.4 519686.7 524214.9 528743.2 533271.5 537799.8 542328.1
[25] 546856.4 551384.6 555912.9 560441.2 564969.5 569497.8 574026.1 578554.3
[33] 583082.6 587610.9 592139.2 596667.5 601195.8 605724.0 610252.3 614780.6
[41] 619308.9 623837.2 628365.5 632893.7 637422.0 641950.3 646478.6 651006.9
[49] 655535.2 660063.4

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.742526e-05 8.256800e-05 9.101412e-05 9.061762e-05 8.167095e-05
 [2,] 7.454347e-05 1.042719e-04 1.315185e-04 1.497986e-04 1.543778e-04
 [3,] 6.634162e-05 1.035240e-04 1.475852e-04 1.911989e-04 2.247122e-04
 [4,] 5.281305e-05 8.664979e-05 1.341844e-04 1.931753e-04 2.556962e-04
 [5,] 4.340457e-05 7.009603e-05 1.097353e-04 1.656622e-04 2.375759e-04
 [6,] 3.727791e-05 6.046896e-05 9.279330e-05 1.377418e-04 1.996549e-04
 [7,] 2.907761e-05 5.119596e-05 8.192099e-05 1.219052e-04 1.732274e-04
 [8,] 1.829657e-05 3.678690e-05 6.576768e-05 1.058764e-04 1.563901e-04
 [9,] 8.830874e-06 2.068666e-05 4.273483e-05 7.834756e-05 1.287673e-04
[10,] 3.243278e-06 8.863764e-06 2.139603e-05 4.563099e-05 8.640761e-05
[11,] 1.012080e-06 2.967169e-06 8.207921e-06 2.040217e-05 4.507141e-05
[12,] 6.082437e-07 1.123328e-06 2.717711e-06 7.213874e-06 1.823439e-05
[13,] 1.060098e-06 1.338271e-06 1.755689e-06 2.925773e-06 6.467117e-06
[14,] 1.867036e-06 2.584878e-06 3.172675e-06 3.611177e-06 4.347183e-06
[15,] 2.511858e-06 4.070304e-06 5.759301e-06 7.147982e-06 7.910717e-06
[16,] 2.530247e-06 4.815369e-06 7.999009e-06 1.160022e-05 1.471762e-05
[17,] 1.927894e-06 4.278518e-06 8.327321e-06 1.417327e-05 2.107930e-05
[18,] 1.170936e-06 2.930416e-06 6.571443e-06 1.302795e-05 2.268084e-05
[19,] 6.803433e-07 1.723041e-06 4.163786e-06 9.271417e-06 1.855473e-05
[20,] 5.009831e-07 1.138179e-06 2.570428e-06 5.739831e-06 1.229195e-05
[21,] 4.393299e-07 9.783669e-07 2.029945e-06 4.067479e-06 8.086551e-06
[22,] 3.444227e-07 8.521756e-07 1.872736e-06 3.717078e-06 6.848020e-06
[23,] 2.104891e-07 6.049176e-07 1.522987e-06 3.374149e-06 6.634758e-06
[24,] 9.676967e-08 3.264397e-07 9.616999e-07 2.477291e-06 5.592324e-06
[25,] 3.320994e-08 1.317981e-07 4.564746e-07 1.380395e-06 3.647512e-06
[26,] 8.495198e-09 3.968221e-08 1.617356e-07 5.753668e-07 1.787291e-06
[27,] 1.619966e-09 8.907092e-09 4.272937e-08 1.788964e-07 6.538957e-07
[28,] 2.305910e-10 1.492171e-09 8.424623e-09 4.151022e-08 1.785533e-07
[29,] 2.460718e-11 1.872980e-10 1.243922e-09 7.210262e-09 3.648659e-08
[30,] 1.995064e-12 1.782744e-11 1.390426e-10 9.467269e-10 5.628988e-09
[31,] 1.277318e-13 1.332437e-12 1.214271e-11 9.668566e-11 6.727674e-10
[32,] 7.081713e-15 8.517851e-14 8.965423e-13 8.258489e-12 6.658490e-11
[33,] 3.881887e-16 5.314411e-15 6.372532e-14 6.695010e-13 6.164797e-12
[34,] 2.181664e-17 3.410661e-16 4.664179e-15 5.582334e-14 5.850668e-13
[35,] 1.123496e-18 2.033632e-17 3.214607e-16 4.439327e-15 5.358659e-14
[36,] 4.715015e-20 9.976171e-19 1.841459e-17 2.966192e-16 4.170903e-15
[37,] 1.522382e-21 3.780683e-20 8.186674e-19 1.546030e-17 2.546901e-16
[38,] 3.702748e-23 1.081001e-21 2.751004e-20 6.103490e-19 1.180780e-17
[39,] 6.736176e-25 2.313408e-23 6.924278e-22 1.806433e-20 4.108256e-19
[40,] 9.144479e-27 3.695465e-25 1.301388e-23 3.993951e-22 1.068333e-20
[41,] 9.255250e-29 4.401953e-27 1.824272e-25 6.587834e-24 2.073220e-22
[42,] 6.981476e-31 3.908418e-29 1.906386e-27 8.102003e-26 3.000401e-24
[43,] 3.924274e-33 2.586097e-31 1.484782e-29 7.427165e-28 3.237092e-26
[44,] 1.643537e-35 1.275038e-33 8.617477e-32 5.074078e-30 2.603029e-28
[45,] 5.128340e-38 4.683804e-36 3.726653e-34 2.583100e-32 1.559867e-30
[46,] 1.192141e-40 1.281869e-38 1.200732e-36 9.797971e-35 6.965195e-33
[47,] 2.064511e-43 2.613604e-41 2.882301e-39 2.768947e-37 2.317307e-35
[48,] 2.663359e-46 3.969805e-44 5.154395e-42 5.829784e-40 5.743941e-38
[49,] 2.559519e-49 4.491824e-47 6.866726e-45 9.143979e-43 1.060705e-40
[50,] 1.832273e-52 3.786047e-50 6.814585e-48 1.068427e-45 1.459207e-43
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 6.664434e-05 4.918269e-05 3.285629e-05 2.013594e-05 1.193648e-05
 [2,] 1.440875e-04 1.217001e-04 9.285047e-05 6.401440e-05 4.037962e-05
 [3,] 2.395109e-04 2.313481e-04 2.021207e-04 1.593179e-04 1.132915e-04
 [4,] 3.091691e-04 3.401882e-04 3.396040e-04 3.065560e-04 2.494127e-04
 [5,] 3.184407e-04 3.939279e-04 4.458618e-04 4.588378e-04 4.271256e-04
 [6,] 2.806254e-04 3.759789e-04 4.714930e-04 5.454511e-04 5.760548e-04
 [7,] 2.400825e-04 3.264349e-04 4.306491e-04 5.404248e-04 6.326856e-04
 [8,] 2.172109e-04 2.908790e-04 3.815983e-04 4.900106e-04 6.065822e-04
 [9,] 1.925950e-04 2.675079e-04 3.530643e-04 4.513061e-04 5.627992e-04
[10,] 1.465091e-04 2.251478e-04 3.186271e-04 4.229306e-04 5.355041e-04
[11,] 8.863338e-05 1.561774e-04 2.489793e-04 3.634827e-04 4.925013e-04
[12,] 4.171557e-05 8.546532e-05 1.571821e-04 2.612718e-04 3.959122e-04
[13,] 1.580438e-05 3.697935e-05 7.877616e-05 1.512396e-04 2.621814e-04
[14,] 6.814018e-06 1.422118e-05 3.252238e-05 7.099410e-05 1.413175e-04
[15,] 8.264709e-06 9.520528e-06 1.479537e-05 2.994381e-05 6.434333e-05
[16,] 1.645865e-05 1.664088e-05 1.649531e-05 1.927343e-05 3.091722e-05
[17,] 2.742598e-05 3.136066e-05 3.196565e-05 3.033206e-05 3.009987e-05
[18,] 3.458222e-05 4.618885e-05 5.422982e-05 5.654950e-05 5.385681e-05
[19,] 3.290268e-05 5.135089e-05 7.041175e-05 8.504707e-05 9.130338e-05
[20,] 2.437339e-05 4.360657e-05 6.937049e-05 9.754117e-05 1.213187e-04
[21,] 1.593837e-05 3.029298e-05 5.362315e-05 8.611243e-05 1.236945e-04
[22,] 1.213412e-05 2.129821e-05 3.717097e-05 6.295864e-05 1.000662e-04
[23,] 1.176362e-05 1.930706e-05 3.039241e-05 4.737795e-05 7.374982e-05
[24,] 1.111106e-05 1.959112e-05 3.112971e-05 4.574991e-05 6.448607e-05
[25,] 8.432340e-06 1.709446e-05 3.052209e-05 4.840340e-05 6.926129e-05
[26,] 4.850713e-06 1.151188e-05 2.392362e-05 4.364545e-05 7.023534e-05
[27,] 2.087492e-06 5.823379e-06 1.420564e-05 3.033384e-05 5.679425e-05
[28,] 6.707293e-07 2.201305e-06 6.315275e-06 1.584780e-05 3.481749e-05
[29,] 1.612457e-07 6.225694e-07 2.101039e-06 6.201087e-06 1.601712e-05
[30,] 2.923461e-08 1.326730e-07 5.263448e-07 1.826334e-06 5.545918e-06
[31,] 4.091899e-09 2.176051e-08 1.012169e-07 4.119715e-07 1.468052e-06
[32,] 4.699682e-10 2.904517e-09 1.572211e-08 7.456426e-08 3.099709e-07
[33,] 4.976942e-11 3.524045e-10 2.189384e-09 1.193955e-08 5.717976e-08
[34,] 5.372843e-12 4.326111e-11 3.056236e-10 1.895821e-09 1.033402e-08
[35,] 5.656983e-13 5.226199e-12 4.228375e-11 2.998529e-10 1.865470e-09
[36,] 5.121861e-14 5.495485e-13 5.154746e-12 4.229831e-11 3.038679e-10
[37,] 3.661097e-15 4.593779e-14 5.033424e-13 4.818460e-12 4.032295e-11
[38,] 1.992279e-16 2.932489e-15 3.766642e-14 4.223433e-13 4.135739e-12
[39,] 8.146007e-18 1.408546e-16 2.124368e-15 2.795394e-14 3.210314e-13
[40,] 2.490954e-19 5.063465e-18 8.974757e-17 1.387347e-15 1.870841e-14
[41,] 5.686332e-21 1.359433e-19 2.833180e-18 5.148206e-17 8.157940e-16
[42,] 9.682716e-23 2.723267e-21 6.675716e-20 1.426526e-18 2.657628e-17
[43,] 1.229354e-24 4.068417e-23 1.173357e-21 2.949439e-20 6.462464e-19
[44,] 1.163480e-26 4.531352e-25 1.537827e-23 4.548185e-22 1.172340e-20
[45,] 8.206658e-29 3.761877e-27 1.502512e-25 5.229263e-24 1.585980e-22
[46,] 4.313630e-31 2.327493e-29 1.094160e-27 4.481765e-26 1.599603e-24
[47,] 1.689464e-33 1.073077e-31 5.937964e-30 2.862817e-28 1.202577e-26
[48,] 4.930041e-36 3.686319e-34 2.401272e-32 1.362756e-30 6.738024e-29
[49,] 1.071831e-38 9.435122e-37 7.235356e-35 4.833741e-33 2.813352e-31
[50,] 1.736012e-41 1.799151e-39 1.624284e-37 1.277477e-35 8.752760e-34
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.796449e-06 6.448150e-06 6.434263e-06 6.566692e-06 6.177143e-06
 [2,] 2.450933e-05 1.624451e-05 1.356260e-05 1.373868e-05 1.433280e-05
 [3,] 7.352168e-05 4.567226e-05 3.068892e-05 2.582066e-05 2.651547e-05
 [4,] 1.828038e-04 1.219914e-04 7.752239e-05 5.274582e-05 4.461259e-05
 [5,] 3.581836e-04 2.703335e-04 1.854120e-04 1.204708e-04 8.287293e-05
 [6,] 5.512119e-04 4.753851e-04 3.689603e-04 2.599096e-04 1.725812e-04
 [7,] 6.807140e-04 6.660598e-04 5.887054e-04 4.688940e-04 3.389289e-04
 [8,] 7.092381e-04 7.692165e-04 7.636655e-04 6.880841e-04 5.606346e-04
 [9,] 6.799587e-04 7.832851e-04 8.454515e-04 8.428769e-04 7.684834e-04
[10,] 6.534207e-04 7.685161e-04 8.639563e-04 9.168764e-04 9.074598e-04
[11,] 6.272509e-04 7.579115e-04 8.722525e-04 9.546598e-04 9.884304e-04
[12,] 5.519577e-04 7.141055e-04 8.634685e-04 9.806146e-04 1.048865e-03
[13,] 4.125402e-04 5.926721e-04 7.818172e-04 9.518649e-04 1.074705e-03
[14,] 2.541253e-04 4.131947e-04 6.094849e-04 8.186866e-04 1.005342e-03
[15,] 1.304154e-04 2.404296e-04 4.001819e-04 6.016267e-04 8.189515e-04
[16,] 6.071962e-05 1.210328e-04 2.244032e-04 3.773267e-04 5.724784e-04
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[28,] 2.170542e-05 8.812515e-06 3.139060e-06 9.801040e-07 2.681362e-07
[29,] 6.106462e-05 2.885506e-05 1.198675e-05 4.370641e-06 1.397055e-06
[30,] 1.308245e-04 7.161574e-05 3.457725e-05 1.469025e-05 5.481845e-06
[31,] 2.155945e-04 1.357396e-04 7.574980e-05 3.734167e-05 1.621682e-05
[32,] 2.776375e-04 1.989267e-04 1.272235e-04 7.229029e-05 3.635292e-05
[33,] 2.854838e-04 2.295550e-04 1.662411e-04 1.078061e-04 6.228428e-05
[34,] 2.407336e-04 2.135893e-04 1.725318e-04 1.259917e-04 8.267867e-05
[35,] 1.742191e-04 1.653441e-04 1.460088e-04 1.180942e-04 8.672900e-05
[36,] 1.270444e-04 1.153749e-04 1.053259e-04 9.160830e-05 7.380330e-05
[37,] 1.370173e-04 9.658983e-05 7.578700e-05 6.361211e-05 5.326338e-05
[38,] 2.220023e-04 1.340038e-04 8.094004e-05 5.262955e-05 3.805987e-05
[39,] 3.550450e-04 2.267323e-04 1.327317e-04 7.322942e-05 4.040968e-05
[40,] 4.641651e-04 3.320992e-04 2.152420e-04 1.259282e-04 6.711625e-05
[41,] 4.858293e-04 3.866797e-04 2.825674e-04 1.867522e-04 1.107217e-04
[42,] 4.217403e-04 3.612299e-04 2.922372e-04 2.178122e-04 1.469602e-04
[43,] 3.240144e-04 2.838843e-04 2.443232e-04 2.001635e-04 1.518420e-04
[44,] 2.357555e-04 2.016006e-04 1.748171e-04 1.503568e-04 1.242317e-04
[45,] 1.700068e-04 1.385382e-04 1.156501e-04 9.861969e-05 8.426702e-05
[46,] 1.307971e-04 9.823466e-05 7.628900e-05 6.144969e-05 5.110013e-05
[47,] 1.217066e-04 8.148599e-05 5.576436e-05 4.009804e-05 3.053345e-05
[48,] 1.316520e-04 8.524423e-05 5.240672e-05 3.215442e-05 2.072134e-05
[49,] 1.338055e-04 9.416052e-05 5.943877e-05 3.448555e-05 1.919379e-05
[50,] 1.102826e-04 8.910883e-05 6.330885e-05 3.981337e-05 2.247978e-05

> 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  
     149742        51787  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/77xi71257156278.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,z, xgridsize=par1, ygridsize=par2, correlation=cor(x,z), xbandwidth=dpik(x), ybandwidth=dpik(z))
> op
$xords
 [1] 0.5190801 0.6413626 0.7636450 0.8859274 1.0082099 1.1304923 1.2527748
 [8] 1.3750572 1.4973397 1.6196221 1.7419046 1.8641870 1.9864694 2.1087519
[15] 2.2310343 2.3533168 2.4755992 2.5978817 2.7201641 2.8424466 2.9647290
[22] 3.0870114 3.2092939 3.3315763 3.4538588 3.5761412 3.6984237 3.8207061
[29] 3.9429886 4.0652710 4.1875534 4.3098359 4.4321183 4.5544008 4.6766832
[36] 4.7989657 4.9212481 5.0435306 5.1658130 5.2880954 5.4103779 5.5326603
[43] 5.6549428 5.7772252 5.8995077 6.0217901 6.1440726 6.2663550 6.3886374
[50] 6.5109199

$yords
 [1] 438177.6 442705.8 447234.1 451762.4 456290.7 460819.0 465347.3 469875.5
 [9] 474403.8 478932.1 483460.4 487988.7 492517.0 497045.2 501573.5 506101.8
[17] 510630.1 515158.4 519686.7 524214.9 528743.2 533271.5 537799.8 542328.1
[25] 546856.4 551384.6 555912.9 560441.2 564969.5 569497.8 574026.1 578554.3
[33] 583082.6 587610.9 592139.2 596667.5 601195.8 605724.0 610252.3 614780.6
[41] 619308.9 623837.2 628365.5 632893.7 637422.0 641950.3 646478.6 651006.9
[49] 655535.2 660063.4

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.623867e-09 4.334235e-09 1.092880e-08 2.603889e-08 5.863609e-08
 [2,] 5.083093e-09 1.310702e-08 3.193213e-08 7.351868e-08 1.600008e-07
 [3,] 1.419559e-08 3.536475e-08 8.325094e-08 1.852308e-07 3.896351e-07
 [4,] 3.537056e-08 8.513921e-08 1.936760e-07 4.164772e-07 8.468345e-07
 [5,] 7.863393e-08 1.828943e-07 4.020777e-07 8.357139e-07 1.642758e-06
 [6,] 1.559825e-07 3.505931e-07 7.449324e-07 1.496727e-06 2.844600e-06
 [7,] 2.760968e-07 5.997431e-07 1.231765e-06 2.392689e-06 4.397373e-06
 [8,] 4.361060e-07 9.156259e-07 1.817964e-06 3.414639e-06 6.069716e-06
 [9,] 6.147551e-07 1.247691e-06 2.395252e-06 4.351176e-06 7.483015e-06
[10,] 7.734654e-07 1.517756e-06 2.817907e-06 4.952490e-06 8.244241e-06
[11,] 8.687354e-07 1.648620e-06 2.961365e-06 5.038207e-06 8.125173e-06
[12,] 8.713301e-07 1.599857e-06 2.782226e-06 4.586859e-06 7.178067e-06
[13,] 7.809103e-07 1.388436e-06 2.340681e-06 3.747143e-06 5.708876e-06
[14,] 6.262367e-07 1.080023e-06 1.769909e-06 2.763524e-06 4.127782e-06
[15,] 4.508792e-07 7.572624e-07 1.214111e-06 1.867987e-06 2.779024e-06
[16,] 2.942624e-07 4.863040e-07 7.754477e-07 1.205293e-06 1.849778e-06
[17,] 1.795417e-07 3.005130e-07 4.969142e-07 8.237985e-07 1.385174e-06
[18,] 1.130146e-07 2.051036e-07 3.790983e-07 7.148462e-07 1.363476e-06
[19,] 9.150098e-08 1.927922e-07 4.090861e-07 8.598690e-07 1.763561e-06
[20,] 1.106080e-07 2.573203e-07 5.796519e-07 1.252691e-06 2.582137e-06
[21,] 1.685992e-07 3.970519e-07 8.889821e-07 1.887968e-06 3.798615e-06
[22,] 2.645523e-07 6.084806e-07 1.324637e-06 2.728639e-06 5.318564e-06
[23,] 3.930494e-07 8.756255e-07 1.845310e-06 3.679611e-06 6.944785e-06
[24,] 5.400105e-07 1.164854e-06 2.378191e-06 4.597420e-06 8.419532e-06
[25,] 6.847657e-07 1.433770e-06 2.844310e-06 5.349129e-06 9.542678e-06
[26,] 8.106737e-07 1.655258e-06 3.206910e-06 5.899262e-06 1.031086e-05
[27,] 9.205699e-07 1.845613e-06 3.516617e-06 6.371791e-06 1.098452e-05
[28,] 1.047452e-06 2.077302e-06 3.918747e-06 7.033714e-06 1.201384e-05
[29,] 1.250206e-06 2.460713e-06 4.603822e-06 8.186727e-06 1.383477e-05
[30,] 1.591315e-06 3.096246e-06 5.716271e-06 1.001172e-05 1.663220e-05
[31,] 2.105813e-06 4.019873e-06 7.269459e-06 1.245268e-05 2.020632e-05
[32,] 2.781863e-06 5.179455e-06 9.127607e-06 1.522645e-05 2.404803e-05
[33,] 3.574897e-06 6.473368e-06 1.109227e-05 1.799059e-05 2.762834e-05
[34,] 4.461865e-06 7.849409e-06 1.306859e-05 2.060029e-05 3.076164e-05
[35,] 5.509522e-06 9.408090e-06 1.520747e-05 2.328313e-05 3.379051e-05
[36,] 6.898252e-06 1.141496e-05 1.788385e-05 2.654867e-05 3.738228e-05
[37,] 8.844198e-06 1.415258e-05 2.144481e-05 3.079909e-05 4.197847e-05
[38,] 1.142320e-05 1.765474e-05 2.584188e-05 3.586455e-05 4.726262e-05
[39,] 1.439785e-05 2.150096e-05 3.042372e-05 4.084447e-05 5.211426e-05
[40,] 1.720118e-05 2.487724e-05 3.412845e-05 4.448372e-05 5.519993e-05
[41,] 1.915421e-05 2.694381e-05 3.602766e-05 4.588562e-05 5.580186e-05
[42,] 1.981093e-05 2.728720e-05 3.584640e-05 4.502118e-05 5.420713e-05
[43,] 1.918697e-05 2.611530e-05 3.404477e-05 4.260913e-05 5.131830e-05
[44,] 1.769196e-05 2.403723e-05 3.139478e-05 3.947587e-05 4.784124e-05
[45,] 1.582339e-05 2.161673e-05 2.842103e-05 3.596235e-05 4.378396e-05
[46,] 1.387468e-05 1.906926e-05 2.516927e-05 3.186899e-05 3.867740e-05
[47,] 1.187341e-05 1.631290e-05 2.143533e-05 2.690580e-05 3.224182e-05
[48,] 9.743323e-06 1.325383e-05 1.717248e-05 2.117735e-05 2.486031e-05
[49,] 7.501499e-06 1.001409e-05 1.269430e-05 1.528034e-05 1.748216e-05
[50,] 5.318671e-06 6.923276e-06 8.542092e-06 9.996822e-06 1.111751e-05
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.248285e-07 2.513007e-07 4.785665e-07 8.624002e-07 1.471147e-06
 [2,] 3.292470e-07 6.408088e-07 1.180014e-06 2.056624e-06 3.393939e-06
 [3,] 7.750889e-07 1.458589e-06 2.597499e-06 4.379114e-06 6.992139e-06
 [4,] 1.628669e-06 2.963758e-06 5.104946e-06 8.326428e-06 1.286615e-05
 [5,] 3.054939e-06 5.376548e-06 8.958882e-06 1.414013e-05 2.115120e-05
 [6,] 5.115744e-06 8.709230e-06 1.404212e-05 2.145356e-05 3.107867e-05
 [7,] 7.649310e-06 1.260002e-05 1.966411e-05 2.909496e-05 4.084813e-05
 [8,] 1.021542e-05 1.628722e-05 2.461705e-05 3.530275e-05 4.809418e-05
 [9,] 1.219011e-05 1.882392e-05 2.757989e-05 3.839016e-05 5.086344e-05
[10,] 1.300886e-05 1.947747e-05 2.771087e-05 3.753939e-05 4.856979e-05
[11,] 1.243522e-05 1.808982e-05 2.507189e-05 3.322038e-05 4.229415e-05
[12,] 1.068245e-05 1.515935e-05 2.059534e-05 2.694348e-05 3.421797e-05
[13,] 8.304245e-06 1.158829e-05 1.561982e-05 2.052577e-05 2.659866e-05
[14,] 5.932969e-06 8.274237e-06 1.131789e-05 1.537222e-05 2.096897e-05
[15,] 4.039151e-06 5.807615e-06 8.365363e-06 1.218095e-05 1.796801e-05
[16,] 2.841658e-06 4.416528e-06 6.969187e-06 1.110932e-05 1.769166e-05
[17,] 2.370949e-06 4.106949e-06 7.109915e-06 1.212832e-05 2.013891e-05
[18,] 2.592469e-06 4.839742e-06 8.762323e-06 1.525318e-05 2.539135e-05
[19,] 3.489612e-06 6.612034e-06 1.194208e-05 2.050656e-05 3.343575e-05
[20,] 5.059315e-06 9.405205e-06 1.657339e-05 2.767469e-05 4.379364e-05
[21,] 7.236774e-06 1.305239e-05 2.229002e-05 3.605264e-05 5.525394e-05
[22,] 9.811124e-06 1.713373e-05 2.833814e-05 4.441149e-05 6.599045e-05
[23,] 1.241132e-05 2.101308e-05 3.372221e-05 5.132983e-05 7.415745e-05
[24,] 1.461539e-05 2.406306e-05 3.760139e-05 5.580661e-05 7.872796e-05
[25,] 1.615966e-05 2.599433e-05 3.974918e-05 5.782290e-05 8.007596e-05
[26,] 1.713466e-05 2.709111e-05 4.077706e-05 5.846239e-05 7.987302e-05
[27,] 1.802539e-05 2.816660e-05 4.192239e-05 5.944087e-05 8.029088e-05
[28,] 1.952847e-05 3.020885e-05 4.446671e-05 6.227224e-05 8.294961e-05
[29,] 2.221383e-05 3.388254e-05 4.908366e-05 6.751770e-05 8.817390e-05
[30,] 2.620428e-05 3.914968e-05 5.546112e-05 7.449887e-05 9.489428e-05
[31,] 3.105917e-05 4.522852e-05 6.240663e-05 8.161371e-05 1.012001e-04
[32,] 3.596683e-05 5.095782e-05 6.842298e-05 8.712417e-05 1.052851e-04
[33,] 4.019266e-05 5.542203e-05 7.249409e-05 9.004219e-05 1.063334e-04
[34,] 4.354589e-05 5.849081e-05 7.463514e-05 9.060605e-05 1.048377e-04
[35,] 4.653243e-05 6.088133e-05 7.580198e-05 8.999132e-05 1.021072e-04
[36,] 4.999213e-05 6.360202e-05 7.713652e-05 8.939815e-05 9.928779e-05
[37,] 5.438538e-05 6.710791e-05 7.906125e-05 8.918927e-05 9.666426e-05
[38,] 5.924997e-05 7.082503e-05 8.095696e-05 8.879302e-05 9.382273e-05
[39,] 6.333098e-05 7.349924e-05 8.173440e-05 8.744904e-05 9.046697e-05
[40,] 6.537801e-05 7.413898e-05 8.081063e-05 8.507090e-05 8.701212e-05
[41,] 6.498803e-05 7.273782e-05 7.857217e-05 8.234035e-05 8.425955e-05
[42,] 6.275946e-05 7.010617e-05 7.585618e-05 7.988633e-05 8.239419e-05
[43,] 5.961667e-05 6.696502e-05 7.294151e-05 7.735050e-05 8.031336e-05
[44,] 5.593669e-05 6.317383e-05 6.905515e-05 7.332060e-05 7.606827e-05
[45,] 5.128745e-05 5.783739e-05 6.291842e-05 6.630282e-05 6.816573e-05
[46,] 4.498328e-05 5.018563e-05 5.386189e-05 5.591974e-05 5.667011e-05
[47,] 3.690015e-05 4.041232e-05 4.253108e-05 4.333492e-05 4.324377e-05
[48,] 2.781745e-05 2.976361e-05 3.063379e-05 3.063150e-05 3.019838e-05
[49,] 1.905648e-05 1.988497e-05 2.002750e-05 1.972710e-05 1.935852e-05
[50,] 1.179286e-05 1.201253e-05 1.188474e-05 1.161946e-05 1.147839e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.376629e-06 3.637670e-06 5.278017e-06 7.264196e-06 9.491971e-06
 [2,] 5.305485e-06 7.860224e-06 1.104318e-05 1.472454e-05 1.865343e-05
 [3,] 1.057878e-05 1.517431e-05 2.065095e-05 2.669034e-05 3.280841e-05
 [4,] 1.884508e-05 2.618182e-05 3.453381e-05 4.330078e-05 5.171633e-05
 [5,] 3.000428e-05 4.039888e-05 5.169127e-05 6.296754e-05 7.323539e-05
 [6,] 4.272554e-05 5.580605e-05 6.937317e-05 8.229590e-05 9.355930e-05
 [7,] 5.448115e-05 6.914810e-05 8.373365e-05 9.713189e-05 1.086188e-04
 [8,] 6.235203e-05 7.713049e-05 9.140490e-05 1.044131e-04 1.160235e-04
 [9,] 6.432186e-05 7.796497e-05 9.114903e-05 1.037169e-04 1.162725e-04
[10,] 6.029123e-05 7.228204e-05 8.447578e-05 9.740367e-05 1.123125e-04
[11,] 5.211423e-05 6.276115e-05 7.476842e-05 8.923131e-05 1.077557e-04
[12,] 4.263341e-05 5.274969e-05 6.556208e-05 8.247257e-05 1.051025e-04
[13,] 3.440363e-05 4.485148e-05 5.918605e-05 7.884536e-05 1.051896e-04
[14,] 2.892587e-05 4.034880e-05 5.653496e-05 7.875845e-05 1.079583e-04
[15,] 2.670221e-05 3.956108e-05 5.776053e-05 8.228964e-05 1.135869e-04
[16,] 2.778705e-05 4.256302e-05 6.306108e-05 8.989438e-05 1.229328e-04
[17,] 3.226474e-05 4.959108e-05 7.288557e-05 1.022733e-04 1.369614e-04
[18,] 4.029397e-05 6.086183e-05 8.745215e-05 1.195622e-04 1.556407e-04
[19,] 5.174025e-05 7.599321e-05 1.059859e-04 1.404707e-04 1.771155e-04
[20,] 6.569664e-05 9.348001e-05 1.262588e-04 1.620256e-04 1.977888e-04
[21,] 8.028575e-05 1.106795e-04 1.448820e-04 1.802666e-04 2.134513e-04
[22,] 9.303055e-05 1.245283e-04 1.584143e-04 1.917116e-04 2.209793e-04
[23,] 1.017662e-04 1.327632e-04 1.648039e-04 1.948487e-04 2.196572e-04
[24,] 1.056519e-04 1.349824e-04 1.643142e-04 1.907295e-04 2.112858e-04
[25,] 1.056385e-04 1.328361e-04 1.592961e-04 1.822552e-04 1.990321e-04
[26,] 1.040225e-04 1.291652e-04 1.529304e-04 1.726540e-04 1.858639e-04
[27,] 1.033133e-04 1.266143e-04 1.477569e-04 1.641526e-04 1.735817e-04
[28,] 1.050709e-04 1.265273e-04 1.448156e-04 1.575069e-04 1.627840e-04
[29,] 1.093061e-04 1.286170e-04 1.436505e-04 1.523102e-04 1.533533e-04
[30,] 1.146380e-04 1.313819e-04 1.429043e-04 1.476124e-04 1.449221e-04
[31,] 1.190479e-04 1.329555e-04 1.411088e-04 1.424961e-04 1.371274e-04
[32,] 1.208743e-04 1.320098e-04 1.373678e-04 1.364615e-04 1.297042e-04
[33,] 1.195816e-04 1.283114e-04 1.316572e-04 1.295050e-04 1.224423e-04
[34,] 1.158674e-04 1.226190e-04 1.245859e-04 1.218656e-04 1.150597e-04
[35,] 1.110188e-04 1.160009e-04 1.168189e-04 1.136994e-04 1.072243e-04
[36,] 1.059997e-04 1.091344e-04 1.087111e-04 1.051022e-04 9.893396e-05
[37,] 1.010236e-04 1.022116e-04 1.005349e-04 9.656823e-05 9.104789e-05
[38,] 9.595304e-05 9.548666e-05 9.302978e-05 8.936718e-05 8.533190e-05
[39,] 9.103980e-05 8.977621e-05 8.751513e-05 8.517312e-05 8.358398e-05
[40,] 8.711930e-05 8.617745e-05 8.513007e-05 8.490621e-05 8.623117e-05
[41,] 8.489029e-05 8.505161e-05 8.567888e-05 8.763215e-05 9.147868e-05
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[24,] 1.694950e-04 1.743780e-04 1.764146e-04 1.764762e-04 1.757571e-04
[25,] 1.136180e-04 1.169421e-04 1.192372e-04 1.212290e-04 1.236579e-04
[26,] 7.189597e-05 7.446558e-05 7.703907e-05 8.007911e-05 8.389356e-05
[27,] 4.301509e-05 4.508760e-05 4.758177e-05 5.069992e-05 5.444355e-05
[28,] 2.440202e-05 2.598640e-05 2.803558e-05 3.056717e-05 3.343261e-05
[29,] 1.321851e-05 1.428866e-05 1.571047e-05 1.741020e-05 1.921235e-05
[30,] 6.996158e-06 7.580166e-06 8.387777e-06 9.325088e-06 1.025343e-05
[31,] 3.916502e-06 4.082184e-06 4.388925e-06 4.759678e-06 5.106686e-06
[32,] 2.819817e-06 2.611216e-06 2.518740e-06 2.492801e-06 2.484419e-06
[33,] 3.050639e-06 2.432535e-06 1.964771e-06 1.620441e-06 1.368350e-06
[34,] 4.234005e-06 3.081876e-06 2.183049e-06 1.517918e-06 1.049160e-06
[35,] 6.059911e-06 4.206358e-06 2.789845e-06 1.772259e-06 1.083876e-06
[36,] 8.148160e-06 5.469343e-06 3.487708e-06 2.113084e-06 1.217611e-06
[37,] 1.004331e-05 6.544489e-06 4.044649e-06 2.369823e-06 1.316239e-06
[38,] 1.132523e-05 7.177787e-06 4.312633e-06 2.455268e-06 1.324068e-06
[39,] 1.174678e-05 7.253829e-06 4.245858e-06 2.354579e-06 1.236642e-06
[40,] 1.129541e-05 6.807316e-06 3.888088e-06 2.103708e-06 1.077841e-06
[41,] 1.014416e-05 5.973158e-06 3.332272e-06 1.760479e-06 8.804550e-07
[42,] 8.546570e-06 4.917632e-06 2.679390e-06 1.381805e-06 6.742629e-07
[43,] 6.753624e-06 3.793665e-06 2.016485e-06 1.013866e-06 4.820335e-07
[44,] 4.981258e-06 2.726742e-06 1.411382e-06 6.905676e-07 3.193133e-07
[45,] 3.402278e-06 1.811108e-06 9.110175e-07 4.329283e-07 1.943246e-07
[46,] 2.133167e-06 1.102064e-06 5.377328e-07 2.477603e-07 1.077812e-07
[47,] 1.217987e-06 6.097127e-07 2.881477e-07 1.285474e-07 5.412897e-08
[48,] 6.292786e-07 3.048570e-07 1.393920e-07 6.015003e-08 2.449425e-08
[49,] 2.927972e-07 1.371566e-07 6.062831e-08 2.528846e-08 9.952698e-09
[50,] 1.222841e-07 5.535575e-08 2.364354e-08 9.528090e-09 3.622700e-09
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.447351e-05 3.854103e-05 3.312090e-05 2.854871e-05 2.495967e-05
 [2,] 6.917004e-05 5.968667e-05 5.137863e-05 4.463769e-05 3.953953e-05
 [3,] 9.980692e-05 8.599138e-05 7.435658e-05 6.527462e-05 5.865831e-05
 [4,] 1.343621e-04 1.159182e-04 1.009766e-04 8.976952e-05 8.191016e-05
 [5,] 1.698793e-04 1.472334e-04 1.296034e-04 1.169295e-04 1.083759e-04
 [6,] 2.033690e-04 1.777683e-04 1.586675e-04 1.455529e-04 1.370086e-04
 [7,] 2.329243e-04 2.063486e-04 1.874289e-04 1.750535e-04 1.671421e-04
 [8,] 2.586653e-04 2.335546e-04 2.165869e-04 2.059460e-04 1.988768e-04
 [9,] 2.831779e-04 2.620088e-04 2.484457e-04 2.399225e-04 2.331100e-04
[10,] 3.112030e-04 2.959364e-04 2.863872e-04 2.793039e-04 2.710535e-04
[11,] 3.483609e-04 3.397867e-04 3.334814e-04 3.257673e-04 3.132006e-04
[12,] 3.988281e-04 3.959275e-04 3.903706e-04 3.785785e-04 3.579962e-04
[13,] 4.624338e-04 4.620751e-04 4.532143e-04 4.331350e-04 4.009315e-04
[14,] 5.325142e-04 5.298999e-04 5.130829e-04 4.810194e-04 4.350179e-04
[15,] 5.962677e-04 5.863217e-04 5.579405e-04 5.123055e-04 4.530415e-04
[16,] 6.384231e-04 6.177367e-04 5.769352e-04 5.194488e-04 4.507440e-04
[17,] 6.469782e-04 6.154027e-04 5.649439e-04 5.007117e-04 4.290771e-04
[18,] 6.180628e-04 5.790416e-04 5.247488e-04 4.609987e-04 3.939658e-04
[19,] 5.572088e-04 5.165958e-04 4.655384e-04 4.095086e-04 3.535417e-04
[20,] 4.765011e-04 4.404619e-04 3.987288e-04 3.556112e-04 3.144325e-04
[21,] 3.895476e-04 3.625661e-04 3.335861e-04 3.053169e-04 2.792309e-04
[22,] 3.071029e-04 2.908900e-04 2.748610e-04 2.600888e-04 2.464478e-04
[23,] 2.351355e-04 2.286701e-04 2.231092e-04 2.181910e-04 2.127258e-04
[24,] 1.753424e-04 1.757816e-04 1.768124e-04 1.773530e-04 1.757929e-04
[25,] 1.269386e-04 1.308984e-04 1.346988e-04 1.369958e-04 1.363080e-04
[26,] 8.841527e-05 9.309223e-05 9.694581e-05 9.879874e-05 9.760742e-05
[27,] 5.850487e-05 6.226244e-05 6.489767e-05 6.560416e-05 6.382181e-05
[28,] 3.628571e-05 3.862650e-05 3.991355e-05 3.971027e-05 3.781434e-05
[29,] 2.084500e-05 2.198859e-05 2.235394e-05 2.176268e-05 2.020073e-05
[30,] 1.100270e-05 1.140504e-05 1.133682e-05 1.075283e-05 9.699671e-06
[31,] 5.340061e-06 5.384873e-06 5.198895e-06 4.783218e-06 4.181171e-06
[32,] 2.448349e-06 2.350470e-06 2.174538e-06 1.924640e-06 1.622073e-06
[33,] 1.175839e-06 1.014500e-06 8.649066e-07 7.182505e-07 5.747185e-07
[34,] 7.307618e-07 5.178670e-07 3.736556e-07 2.720534e-07 1.969768e-07
[35,] 6.436583e-07 3.757185e-07 2.187495e-07 1.287288e-07 7.707981e-08
[36,] 6.688350e-07 3.516988e-07 1.782551e-07 8.797495e-08 4.284910e-08
[37,] 6.932001e-07 3.464577e-07 1.646049e-07 7.456569e-08 3.236647e-08
[38,] 6.762172e-07 3.270470e-07 1.498191e-07 6.504213e-08 2.678954e-08
[39,] 6.149254e-07 2.894321e-07 1.289290e-07 5.435163e-08 2.168561e-08
[40,] 5.227562e-07 2.399371e-07 1.041955e-07 4.280304e-08 1.663090e-08
[41,] 4.167014e-07 1.865778e-07 7.901434e-08 3.164259e-08 1.198067e-08
[42,] 3.112059e-07 1.358269e-07 5.604581e-08 2.185916e-08 8.057159e-09
[43,] 2.166538e-07 9.203389e-08 3.694331e-08 1.401061e-08 5.019351e-09
[44,] 1.395027e-07 5.757365e-08 2.244259e-08 8.261768e-09 2.871933e-09
[45,] 8.237443e-08 3.297245e-08 1.246105e-08 4.445919e-09 1.497391e-09
[46,] 4.426407e-08 1.715995e-08 6.279175e-09 2.168614e-09 7.068545e-10
[47,] 2.151204e-08 8.068471e-09 2.855853e-09 9.538851e-10 3.006457e-10
[48,] 9.412412e-09 3.412938e-09 1.167701e-09 3.769624e-10 1.148196e-10
[49,] 3.695871e-09 1.294908e-09 4.280527e-10 1.335009e-10 3.928184e-11
[50,] 1.299521e-09 4.397957e-10 1.404202e-10 4.229745e-11 1.201986e-11
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.231128e-05 2.042238e-05 1.902421e-05 1.782117e-05 1.655401e-05
 [2,] 3.589105e-05 3.330276e-05 3.128310e-05 2.934640e-05 2.711539e-05
 [3,] 5.404653e-05 5.073098e-05 4.791708e-05 4.489615e-05 4.119036e-05
 [4,] 7.653536e-05 7.251320e-05 6.869313e-05 6.415112e-05 5.836785e-05
 [5,] 1.025559e-04 9.784586e-05 9.273825e-05 8.615533e-05 7.763835e-05
 [6,] 1.310480e-04 1.255523e-04 1.187271e-04 1.094650e-04 9.751224e-05
 [7,] 1.611062e-04 1.544183e-04 1.451573e-04 1.323823e-04 1.162311e-04
 [8,] 1.922917e-04 1.834620e-04 1.706107e-04 1.532368e-04 1.320851e-04
 [9,] 2.246721e-04 2.120374e-04 1.939601e-04 1.707049e-04 1.438188e-04
[10,] 2.584898e-04 2.397085e-04 2.144526e-04 1.840532e-04 1.509540e-04
[11,] 2.934431e-04 2.658443e-04 2.315487e-04 1.931131e-04 1.537899e-04
[12,] 3.277838e-04 2.890480e-04 2.445431e-04 1.979622e-04 1.530668e-04
[13,] 3.578159e-04 3.068690e-04 2.523273e-04 1.986462e-04 1.496280e-04
[14,] 3.785186e-04 3.163597e-04 2.537648e-04 1.953568e-04 1.444547e-04
[15,] 3.854728e-04 3.155395e-04 2.486929e-04 1.890588e-04 1.390315e-04
[16,] 3.772101e-04 3.049586e-04 2.388510e-04 1.819609e-04 1.355158e-04
[17,] 3.564357e-04 2.881299e-04 2.277762e-04 1.770909e-04 1.361508e-04
[18,] 3.290634e-04 2.701615e-04 2.192903e-04 1.768132e-04 1.419256e-04
[19,] 3.013951e-04 2.551427e-04 2.152496e-04 1.810237e-04 1.512425e-04
[20,] 2.770457e-04 2.438086e-04 2.139703e-04 1.862967e-04 1.597004e-04
[21,] 2.554448e-04 2.330236e-04 2.105775e-04 1.869280e-04 1.616096e-04
[22,] 2.328151e-04 2.176015e-04 1.994190e-04 1.776450e-04 1.526900e-04
[23,] 2.050203e-04 1.934918e-04 1.772561e-04 1.564784e-04 1.323710e-04
[24,] 1.705009e-04 1.603753e-04 1.452413e-04 1.259529e-04 1.041762e-04
[25,] 1.314733e-04 1.220350e-04 1.084167e-04 9.182901e-05 7.395154e-05
[26,] 9.278522e-05 8.440052e-05 7.317891e-05 6.031486e-05 4.716807e-05
[27,] 5.941266e-05 5.271481e-05 4.445725e-05 3.557116e-05 2.696758e-05
[28,] 3.432324e-05 2.961271e-05 2.423829e-05 1.879749e-05 1.380022e-05
[29,] 1.782523e-05 1.492311e-05 1.183763e-05 8.889146e-06 6.314977e-06
[30,] 8.303301e-06 6.735682e-06 5.172885e-06 3.758541e-06 2.582495e-06
[31,] 3.465835e-06 2.720884e-06 2.021381e-06 1.420304e-06 9.434955e-07
[32,] 1.297937e-06 9.842433e-07 7.065065e-07 4.797047e-07 3.079386e-07
[33,] 4.398247e-07 3.203839e-07 2.214788e-07 1.450328e-07 8.986309e-08
[34,] 1.396949e-07 9.584159e-08 6.304818e-08 3.953569e-08 2.354519e-08
[35,] 4.680659e-08 2.848887e-08 1.711779e-08 1.001180e-08 5.638554e-09
[36,] 2.089851e-08 1.032280e-08 5.180640e-09 2.624355e-09 1.324205e-09
[37,] 1.356591e-08 5.550516e-09 2.247204e-09 9.126513e-10 3.752482e-10
[38,] 1.048870e-08 3.916277e-09 1.401765e-09 4.847440e-10 1.637047e-10
[39,] 8.191375e-09 2.931110e-09 9.946746e-10 3.207171e-10 9.855990e-11
[40,] 6.111415e-09 2.123990e-09 6.982318e-10 2.171722e-10 6.394499e-11
[41,] 4.288153e-09 1.450730e-09 4.638689e-10 1.401766e-10 4.003463e-11
[42,] 2.806244e-09 9.234347e-10 2.870638e-10 8.429454e-11 2.337973e-11
[43,] 1.698455e-09 5.427835e-10 1.638044e-10 4.667797e-11 1.255903e-11
[44,] 9.426181e-10 2.920913e-10 8.544626e-11 2.359545e-11 6.150374e-12
[45,] 4.760439e-10 1.428460e-10 4.045550e-11 1.081317e-11 2.727590e-12
[46,] 2.174334e-10 6.311762e-11 1.728979e-11 4.469171e-12 1.090067e-12
[47,] 8.941289e-11 2.509096e-11 6.643518e-12 1.659706e-12 3.912106e-13
[48,] 3.299732e-11 8.946959e-12 2.288769e-12 5.523948e-13 1.257812e-13
[49,] 1.090477e-11 2.855947e-12 7.056534e-13 1.644877e-13 3.617228e-14
[50,] 3.222430e-12 8.150058e-13 1.944602e-13 4.377122e-14 9.294688e-15
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.505221e-05 1.326124e-05 1.123736e-05 9.113851e-06 7.052420e-06
 [2,] 2.439248e-05 2.118003e-05 1.764626e-05 1.405285e-05 1.067157e-05
 [3,] 3.663124e-05 3.135168e-05 2.570116e-05 2.011923e-05 1.501161e-05
 [4,] 5.129170e-05 4.327575e-05 3.492088e-05 2.688456e-05 1.971643e-05
 [5,] 6.736471e-05 5.600242e-05 4.446412e-05 3.364711e-05 2.423472e-05
 [6,] 8.340515e-05 6.821622e-05 5.320819e-05 3.950938e-05 2.789554e-05
 [7,] 9.773667e-05 7.844186e-05 5.995364e-05 4.357182e-05 3.007902e-05
 [8,] 1.088006e-04 8.540339e-05 6.376385e-05 4.522499e-05 3.044392e-05
 [9,] 1.155982e-04 8.844488e-05 6.431653e-05 4.440725e-05 2.909114e-05
[10,] 1.180062e-04 8.777411e-05 6.204791e-05 4.165496e-05 2.654658e-05
[11,] 1.167293e-04 8.434262e-05 5.797401e-05 3.790023e-05 2.357124e-05
[12,] 1.129253e-04 7.945519e-05 5.332743e-05 3.417095e-05 2.094112e-05
[13,] 1.078423e-04 7.443570e-05 4.929147e-05 3.140816e-05 1.933977e-05
[14,] 1.027833e-04 7.057941e-05 4.697035e-05 3.045807e-05 1.936276e-05
[15,] 9.930953e-05 6.925981e-05 4.743402e-05 3.207324e-05 2.148798e-05
[16,] 9.922195e-05 7.179762e-05 5.152717e-05 3.670029e-05 2.587241e-05
[17,] 1.039194e-04 7.883831e-05 5.931675e-05 4.403005e-05 3.201840e-05
[18,] 1.132693e-04 8.946898e-05 6.946319e-05 5.260347e-05 3.857212e-05
[19,] 1.247364e-04 1.007605e-04 7.909558e-05 5.991902e-05 4.355916e-05
[20,] 1.336712e-04 1.084001e-04 8.461638e-05 6.325501e-05 4.511132e-05
[21,] 1.350519e-04 1.084219e-04 8.323124e-05 6.088517e-05 4.233568e-05
[22,] 1.258970e-04 9.914726e-05 7.434204e-05 5.295316e-05 3.577237e-05
[23,] 1.068638e-04 8.208906e-05 5.987500e-05 4.140594e-05 2.711889e-05
[24,] 8.195004e-05 6.119127e-05 4.330932e-05 2.902627e-05 1.840794e-05
[25,] 5.651577e-05 4.093238e-05 2.806907e-05 1.821193e-05 1.117462e-05
[26,] 3.495372e-05 2.452246e-05 1.627705e-05 1.021692e-05 6.062332e-06
[27,] 1.935470e-05 1.314181e-05 8.438145e-06 5.121656e-06 2.937841e-06
[28,] 9.584911e-06 6.295195e-06 3.908426e-06 2.293256e-06 1.271365e-06
[29,] 4.242330e-06 2.694093e-06 1.616906e-06 9.169204e-07 4.912249e-07
[30,] 1.677436e-06 1.029738e-06 5.973001e-07 3.273191e-07 1.694344e-07
[31,] 5.923788e-07 3.514512e-07 1.969973e-07 1.043090e-07 5.216689e-08
[32,] 1.868276e-07 1.071024e-07 5.800418e-08 2.967268e-08 1.433635e-08
[33,] 5.264653e-08 2.914969e-08 1.524901e-08 7.535287e-09 3.516736e-09
[34,] 1.328701e-08 7.095190e-09 3.582161e-09 1.708995e-09 7.702007e-10
[35,] 3.035146e-09 1.554049e-09 7.546223e-10 3.468857e-10 1.507843e-10
[36,] 6.557230e-10 3.145985e-10 1.448640e-10 6.361714e-11 2.653640e-11
[37,] 1.563037e-10 6.541388e-11 2.713638e-11 1.100283e-11 4.309786e-12
[38,] 5.469677e-11 1.830990e-11 6.190087e-12 2.113192e-12 7.224973e-13
[39,] 2.900827e-11 8.236228e-12 2.278408e-12 6.215379e-13 1.692103e-13
[40,] 1.784121e-11 4.724629e-12 1.190650e-12 2.867357e-13 6.639923e-14
[41,] 1.080729e-11 2.758174e-12 6.657928e-13 1.521276e-13 3.294504e-14
[42,] 6.124538e-12 1.515282e-12 3.540836e-13 7.815357e-14 1.629668e-14
[43,] 3.190270e-12 7.650776e-13 1.732086e-13 3.701777e-14 7.468307e-15
[44,] 1.513172e-12 3.513756e-13 7.700723e-14 1.592781e-14 3.109067e-15
[45,] 6.492877e-13 1.458532e-13 3.091716e-14 6.184154e-15 1.167199e-15
[46,] 2.508732e-13 5.447836e-14 1.116222e-14 2.157889e-15 3.935952e-16
[47,] 8.700154e-14 1.825477e-14 3.613685e-15 6.749111e-16 1.189207e-16
[48,] 2.702049e-14 5.476214e-15 1.047058e-15 1.888704e-16 3.214058e-17
[49,] 7.504342e-15 1.468737e-15 2.711843e-16 4.723622e-17 7.761949e-18
[50,] 1.861935e-15 3.518673e-16 6.272973e-17 1.054994e-17 1.673801e-18

> 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  
     598854       -15070  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/14kt41257156278.ps tmp/14kt41257156278.png")
> system("convert tmp/2fz8d1257156278.ps tmp/2fz8d1257156278.png")
> system("convert tmp/37upq1257156278.ps tmp/37upq1257156278.png")
> system("convert tmp/4r2gf1257156278.ps tmp/4r2gf1257156278.png")
> system("convert tmp/5kuho1257156278.ps tmp/5kuho1257156278.png")
> system("convert tmp/6fs0n1257156278.ps tmp/6fs0n1257156278.png")
> system("convert tmp/77xi71257156278.ps tmp/77xi71257156278.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.953   1.263   2.615