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(2.08,2.12,2.14,2.13,2.1,2.09,2.1,2.09,2.08,2.07,2.08,2.09,2.11,2.2,2.42,2.46,2.5,2.59,2.75,2.78,2.9,3.03,3.1,3.23,3.36,3.51,3.61,3.67,3.74,3.82,3.89,3.98,4.08,4.14,4.33,4.57,4.63,4.57,4.71,4.54,4.3,4.36,4.61,4.71,4.68,4.91,4.75,4.77,5.18,3.42,2.71,2.29,2,1.64,1.3,1.08,1,1,1,1)
> y <- c(3922,3759,4138,4634,3996,4308,4143,4429,5219,4929,5755,5592,4163,4962,5208,4755,4491,5732,5731,5040,6102,4904,5369,5578,4619,4731,5011,5299,4146,4625,4736,4219,5116,4205,4121,5103,4300,4578,3809,5526,4247,3830,4394,4826,4409,4569,4106,4794,3914,3793,4405,4022,4100,4788,3163,3585,3903,4178,3863,4187)
> x <- c(70,65,75,45,313,102,50,230,147,103,159,74,58,72,58,99,46,70,73,82,175,83,135,139,167,52,66,129,78,96,130,59,75,93,151,116,80,109,163,69,106,69,129,90,141,122,111,227,78,76,88,49,169,73,96,135,157,74,104,209)
> par7 = 'Rentevoeten op lange termijn leningen'
> par6 = 'Bouwvergunningen - woongebouwen , Aantal woningen'
> par5 = 'Bouwvergunningen - niet-woongebouwen , Aantal woningen'
> 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/1ypid1256911870.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/244s91256911870.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/3lrk01256911870.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/4e8211256911870.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/5a2861256911870.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  
  4579.8261      -0.1100  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/68er21256911870.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] 2762.018 2838.364 2914.710 2991.057 3067.403 3143.749 3220.095 3296.441
 [9] 3372.788 3449.134 3525.480 3601.826 3678.172 3754.519 3830.865 3907.211
[17] 3983.557 4059.903 4136.250 4212.596 4288.942 4365.288 4441.634 4517.981
[25] 4594.327 4670.673 4747.019 4823.366 4899.712 4976.058 5052.404 5128.750
[33] 5205.097 5281.443 5357.789 5434.135 5510.481 5586.828 5663.174 5739.520
[41] 5815.866 5892.212 5968.559 6044.905 6121.251 6197.597 6273.943 6350.290
[49] 6426.636 6502.982

$yords
 [1] 0.4056570 0.5152220 0.6247870 0.7343520 0.8439170 0.9534821 1.0630471
 [8] 1.1726121 1.2821771 1.3917422 1.5013072 1.6108722 1.7204372 1.8300022
[15] 1.9395673 2.0491323 2.1586973 2.2682623 2.3778274 2.4873924 2.5969574
[22] 2.7065224 2.8160874 2.9256525 3.0352175 3.1447825 3.2543475 3.3639126
[29] 3.4734776 3.5830426 3.6926076 3.8021726 3.9117377 4.0213027 4.1308677
[36] 4.2404327 4.3499978 4.4595628 4.5691278 4.6786928 4.7882578 4.8978229
[43] 5.0073879 5.1169529 5.2265179 5.3360830 5.4456480 5.5552130 5.6647780
[50] 5.7743430

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.476835e-04 2.507965e-04 3.954035e-04 5.784518e-04 7.848990e-04
 [2,] 2.155237e-04 3.655940e-04 5.766632e-04 8.451865e-04 1.150320e-03
 [3,] 2.988483e-04 5.039795e-04 7.919833e-04 1.158673e-03 1.576829e-03
 [4,] 3.991831e-04 6.653316e-04 1.035928e-03 1.505262e-03 2.039203e-03
 [5,] 5.217308e-04 8.541808e-04 1.309501e-03 1.878303e-03 2.518475e-03
 [6,] 6.767915e-04 1.083284e-03 1.625974e-03 2.288019e-03 3.017038e-03
 [7,] 8.789370e-04 1.373177e-03 2.011667e-03 2.764764e-03 3.565863e-03
 [8,] 1.143568e-03 1.747276e-03 2.499665e-03 3.351940e-03 4.217749e-03
 [9,] 1.481744e-03 2.223832e-03 3.118186e-03 4.090362e-03 5.027902e-03
[10,] 1.894935e-03 2.807556e-03 3.877941e-03 5.000322e-03 6.030032e-03
[11,] 2.371215e-03 3.483596e-03 4.762985e-03 6.068252e-03 7.217806e-03
[12,] 2.883860e-03 4.215386e-03 5.727471e-03 7.241841e-03 8.537550e-03
[13,] 3.392780e-03 4.946759e-03 6.698579e-03 8.433774e-03 9.892487e-03
[14,] 3.848750e-03 5.607957e-03 7.584623e-03 9.532107e-03 1.115531e-02
[15,] 4.199903e-03 6.124653e-03 8.286831e-03 1.041484e-02 1.218536e-02
[16,] 4.399403e-03 6.428615e-03 8.713152e-03 1.096668e-02 1.284788e-02
[17,] 4.413246e-03 6.468725e-03 8.792653e-03 1.109649e-02 1.303397e-02
[18,] 4.227355e-03 6.221333e-03 8.489441e-03 1.075470e-02 1.268078e-02
[19,] 3.852957e-03 5.698560e-03 7.814426e-03 9.948555e-03 1.178992e-02
[20,] 3.328242e-03 4.951683e-03 6.831086e-03 8.750712e-03 1.043878e-02
[21,] 2.713848e-03 4.065800e-03 5.649870e-03 7.294061e-03 8.776306e-03
[22,] 2.081346e-03 3.144069e-03 4.408278e-03 5.748365e-03 6.997328e-03
[23,] 1.497430e-03 2.284939e-03 3.240504e-03 4.282692e-03 5.299153e-03
[24,] 1.009583e-03 1.560538e-03 2.247381e-03 3.026744e-03 3.835363e-03
[25,] 6.387643e-04 1.004746e-03 1.478623e-03 2.046698e-03 2.685649e-03
[26,] 3.811800e-04 6.146050e-04 9.332612e-04 1.344104e-03 1.853020e-03
[27,] 2.167252e-04 3.621274e-04 5.749986e-04 8.746365e-04 1.285607e-03
[28,] 1.193234e-04 2.095602e-04 3.531703e-04 5.750114e-04 9.092526e-04
[29,] 6.496833e-05 1.216431e-04 2.200518e-04 3.857049e-04 6.554430e-04
[30,] 3.569327e-05 7.186347e-05 1.398770e-04 2.628641e-04 4.757425e-04
[31,] 2.001132e-05 4.329331e-05 9.009532e-05 1.797611e-04 3.428596e-04
[32,] 1.144776e-05 2.641611e-05 5.823198e-05 1.222706e-04 2.440693e-04
[33,] 6.662886e-06 1.627733e-05 3.777752e-05 8.314530e-05 1.733776e-04
[34,] 3.981556e-06 1.026980e-05 2.507227e-05 5.787160e-05 1.262027e-04
[35,] 2.516902e-06 6.859695e-06 1.763287e-05 4.269701e-05 9.729009e-05
[36,] 1.748121e-06 5.020387e-06 1.353041e-05 3.417510e-05 8.080349e-05
[37,] 1.348167e-06 4.034936e-06 1.127111e-05 2.935634e-05 7.123704e-05
[38,] 1.115735e-06 3.430920e-06 9.807503e-06 2.604902e-05 6.426407e-05
[39,] 9.398762e-07 2.938621e-06 8.522382e-06 2.292213e-05 5.717480e-05
[40,] 7.725127e-07 2.442471e-06 7.155693e-06 1.942559e-05 4.886884e-05
[41,] 6.041232e-07 1.927071e-06 5.693413e-06 1.558049e-05 3.949855e-05
[42,] 4.435972e-07 1.426446e-06 4.247554e-06 1.171337e-05 2.991928e-05
[43,] 3.037814e-07 9.845358e-07 2.954471e-06 8.210176e-06 2.113107e-05
[44,] 1.933233e-07 6.314864e-07 1.909862e-06 5.348689e-06 1.387314e-05
[45,] 1.140932e-07 3.756510e-07 1.145136e-06 3.232426e-06 8.450394e-06
[46,] 6.236070e-08 2.069779e-07 6.360321e-07 1.809797e-06 4.769354e-06
[47,] 3.153767e-08 1.055293e-07 3.269312e-07 9.378591e-07 2.491763e-06
[48,] 1.474688e-08 4.975235e-08 1.554064e-07 4.495003e-07 1.204195e-06
[49,] 6.371864e-09 2.167641e-08 6.827424e-08 1.991347e-07 5.379886e-07
[50,] 2.542803e-09 8.723229e-09 2.770784e-08 8.150300e-08 2.220890e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.874708e-04 1.151521e-03 1.244391e-03 1.245971e-03 1.155804e-03
 [2,] 1.453083e-03 1.702858e-03 1.850691e-03 1.864882e-03 1.742108e-03
 [3,] 1.994659e-03 2.343933e-03 2.557423e-03 2.589967e-03 2.434187e-03
 [4,] 2.573240e-03 3.022232e-03 3.301632e-03 3.353523e-03 3.166582e-03
 [5,] 3.153726e-03 3.685165e-03 4.015523e-03 4.078585e-03 3.861737e-03
 [6,] 3.725843e-03 4.306624e-03 4.657280e-03 4.711809e-03 4.462423e-03
 [7,] 4.316695e-03 4.905591e-03 5.235404e-03 5.252081e-03 4.962321e-03
 [8,] 4.985862e-03 5.544660e-03 5.811763e-03 5.758315e-03 5.417785e-03
 [9,] 5.803200e-03 6.306738e-03 6.479236e-03 6.329872e-03 5.932167e-03
[10,] 6.819015e-03 7.260276e-03 7.323824e-03 7.067874e-03 6.618550e-03
[11,] 8.039572e-03 8.428705e-03 8.388659e-03 8.035135e-03 7.557344e-03
[12,] 9.416430e-03 9.775411e-03 9.653866e-03 9.230563e-03 8.765304e-03
[13,] 1.085043e-02 1.120629e-02 1.103610e-02 1.058399e-02 1.018410e-02
[14,] 1.220602e-02 1.258481e-02 1.240292e-02 1.196791e-02 1.168739e-02
[15,] 1.333063e-02 1.375310e-02 1.359469e-02 1.321931e-02 1.310136e-02
[16,] 1.407594e-02 1.455486e-02 1.444938e-02 1.416669e-02 1.423471e-02
[17,] 1.431974e-02 1.485896e-02 1.482837e-02 1.465995e-02 1.491506e-02
[18,] 1.398812e-02 1.458332e-02 1.464288e-02 1.460111e-02 1.502749e-02
[19,] 1.307629e-02 1.371737e-02 1.387784e-02 1.397113e-02 1.454677e-02
[20,] 1.166198e-02 1.233655e-02 1.260667e-02 1.284436e-02 1.355248e-02
[21,] 9.902213e-03 1.059937e-02 1.098711e-02 1.138157e-02 1.221745e-02
[22,] 8.006345e-03 8.719497e-03 9.231593e-03 9.796282e-03 1.076715e-02
[23,] 6.188765e-03 6.916196e-03 7.555851e-03 8.300385e-03 9.419162e-03
[24,] 4.617227e-03 5.359612e-03 6.122845e-03 7.046754e-03 8.322753e-03
[25,] 3.378154e-03 4.133659e-03 5.005274e-03 6.092460e-03 7.522228e-03
[26,] 2.472646e-03 3.231964e-03 4.182911e-03 5.398652e-03 6.959628e-03
[27,] 1.841070e-03 2.585385e-03 3.573629e-03 4.865890e-03 6.514875e-03
[28,] 1.400782e-03 2.104389e-03 3.080447e-03 4.386413e-03 6.064051e-03
[29,] 1.078597e-03 1.715396e-03 2.631516e-03 3.888354e-03 5.529167e-03
[30,] 8.269935e-04 1.377876e-03 2.197734e-03 3.354469e-03 4.899808e-03
[31,] 6.238295e-04 1.081662e-03 1.786926e-03 2.813417e-03 4.223161e-03
[32,] 4.627330e-04 8.330973e-04 1.424654e-03 2.314753e-03 3.573916e-03
[33,] 3.424134e-04 6.404510e-04 1.134458e-03 1.902805e-03 3.021134e-03
[34,] 2.598781e-04 5.050600e-04 9.258552e-04 1.599972e-03 2.605060e-03
[35,] 2.084061e-04 4.193040e-04 7.917385e-04 1.402197e-03 2.328482e-03
[36,] 1.786684e-04 3.691737e-04 7.124530e-04 1.283903e-03 2.160845e-03
[37,] 1.609660e-04 3.385647e-04 6.628167e-04 1.208039e-03 2.050913e-03
[38,] 1.472375e-04 3.132923e-04 6.192422e-04 1.137523e-03 1.943567e-03
[39,] 1.322632e-04 2.838231e-04 5.651952e-04 1.045105e-03 1.796135e-03
[40,] 1.139461e-04 2.463218e-04 4.939025e-04 9.192053e-04 1.589477e-03
[41,] 9.278247e-05 2.020124e-04 4.078790e-04 7.642600e-04 1.330355e-03
[42,] 7.080247e-05 1.552832e-04 3.157937e-04 5.959572e-04 1.044823e-03
[43,] 5.038400e-05 1.113329e-04 2.281123e-04 4.337248e-04 7.661831e-04
[44,] 3.333456e-05 7.422880e-05 1.532693e-04 2.937055e-04 5.229910e-04
[45,] 2.046534e-05 4.593352e-05 9.560382e-05 1.846956e-04 3.316490e-04
[46,] 1.164376e-05 2.634639e-05 5.528864e-05 1.077169e-04 1.951403e-04
[47,] 6.133401e-06 1.399375e-05 2.961661e-05 5.821249e-05 1.064551e-04
[48,] 2.988999e-06 6.877979e-06 1.468543e-05 2.913439e-05 5.382182e-05
[49,] 1.346845e-06 3.126584e-06 6.737385e-06 1.349930e-05 2.521603e-05
[50,] 5.608966e-07 1.313994e-06 2.859083e-06 5.790131e-06 1.094974e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.932997e-04 7.909375e-04 5.836982e-04 0.0003994394 0.0002537133
 [2,] 1.508733e-03 1.211595e-03 9.026814e-04 0.0006245498 0.0004019705
 [3,] 2.123352e-03 1.719850e-03 1.294730e-03 0.0009075139 0.0005940320
 [4,] 2.780483e-03 2.272347e-03 1.731523e-03 0.0012340579 0.0008267759
 [5,] 3.410969e-03 2.815456e-03 2.178670e-03 0.0015889202 0.0011008483
 [6,] 3.962925e-03 3.310978e-03 2.616948e-03 0.0019729963 0.0014344862
 [7,] 4.431789e-03 3.763583e-03 3.065930e-03 0.0024228987 0.0018794154
 [8,] 4.874501e-03 4.235629e-03 3.597952e-03 0.0030232129 0.0025311789
 [9,] 5.397939e-03 4.839089e-03 4.332519e-03 0.0039023827 0.0035258741
[10,] 6.124642e-03 5.704933e-03 5.409220e-03 0.0052086963 0.0050188012
[11,] 7.149701e-03 6.940494e-03 6.946221e-03 0.0070702536 0.0071463412
[12,] 8.504811e-03 8.589139e-03 8.996266e-03 0.0095482559 0.0099779427
[13,] 1.013943e-02 1.060340e-02 1.151187e-02 0.0125951830 0.0134691444
[14,] 1.192124e-02 1.283739e-02 1.432897e-02 0.0160299519 0.0174295613
[15,] 1.365418e-02 1.506111e-02 1.717652e-02 0.0195420640 0.0215213937
[16,] 1.511199e-02 1.699774e-02 1.971694e-02 0.0227338463 0.0253011859
[17,] 1.608394e-02 1.838083e-02 2.161543e-02 0.0252002104 0.0283061139
[18,] 1.642520e-02 1.902030e-02 2.262354e-02 0.0266289346 0.0301666013
[19,] 1.609849e-02 1.885752e-02 2.265074e-02 0.0268891399 0.0307087341
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[36,] 1.038463e-03 6.091651e-04 3.344506e-04 1.719247e-04 8.278409e-05
[37,] 8.669836e-04 4.996653e-04 2.688229e-04 1.350871e-04 6.344985e-05
[38,] 7.314009e-04 4.169355e-04 2.212665e-04 1.093718e-04 5.038798e-05
[39,] 6.101164e-04 3.462955e-04 1.825866e-04 8.945563e-05 4.074370e-05
[40,] 4.925540e-04 2.797752e-04 1.474065e-04 7.205024e-05 3.267933e-05
[41,] 3.783269e-04 2.157691e-04 1.140446e-04 5.586516e-05 2.536510e-05
[42,] 2.731890e-04 1.567554e-04 8.331396e-05 4.101529e-05 1.870353e-05
[43,] 1.840145e-04 1.063532e-04 5.691841e-05 2.820641e-05 1.294309e-05
[44,] 1.150521e-04 6.702192e-05 3.614643e-05 1.804793e-05 8.342553e-06
[45,] 6.656753e-05 3.909934e-05 2.125967e-05 1.070067e-05 4.985714e-06
[46,] 3.557402e-05 2.107252e-05 1.155452e-05 5.864454e-06 2.755100e-06
[47,] 1.753868e-05 1.047876e-05 5.795044e-06 2.966385e-06 1.405453e-06
[48,] 7.971482e-06 4.804093e-06 2.679827e-06 1.383617e-06 6.612002e-07
[49,] 3.338584e-06 2.029604e-06 1.142028e-06 5.947706e-07 2.866979e-07
[50,] 1.288084e-06 7.899129e-07 4.483604e-07 2.355477e-07 1.145326e-07

> 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  
  2.0848945    0.0002116  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7o9p01256911870.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]  22.25544  28.65317  35.05091  41.44865  47.84639  54.24412  60.64186
 [8]  67.03960  73.43734  79.83507  86.23281  92.63055  99.02828 105.42602
[15] 111.82376 118.22150 124.61923 131.01697 137.41471 143.81245 150.21018
[22] 156.60792 163.00566 169.40339 175.80113 182.19887 188.59661 194.99434
[29] 201.39208 207.78982 214.18755 220.58529 226.98303 233.38077 239.77850
[36] 246.17624 252.57398 258.97172 265.36945 271.76719 278.16493 284.56266
[43] 290.96040 297.35814 303.75588 310.15361 316.55135 322.94909 329.34683
[50] 335.74456

$yords
 [1] 0.4056570 0.5152220 0.6247870 0.7343520 0.8439170 0.9534821 1.0630471
 [8] 1.1726121 1.2821771 1.3917422 1.5013072 1.6108722 1.7204372 1.8300022
[15] 1.9395673 2.0491323 2.1586973 2.2682623 2.3778274 2.4873924 2.5969574
[22] 2.7065224 2.8160874 2.9256525 3.0352175 3.1447825 3.2543475 3.3639126
[29] 3.4734776 3.5830426 3.6926076 3.8021726 3.9117377 4.0213027 4.1308677
[36] 4.2404327 4.3499978 4.4595628 4.5691278 4.6786928 4.7882578 4.8978229
[43] 5.0073879 5.1169529 5.2265179 5.3360830 5.4456480 5.5552130 5.6647780
[50] 5.7743430

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.128835e-05 9.808257e-05 1.546961e-04 2.495971e-04 4.258293e-04
 [2,] 2.344102e-04 3.644905e-04 5.462016e-04 8.120607e-04 1.242366e-03
 [3,] 7.598583e-04 1.162119e-03 1.689900e-03 2.384572e-03 3.365715e-03
 [4,] 2.076628e-03 3.144877e-03 4.494076e-03 6.146496e-03 8.231105e-03
 [5,] 4.776665e-03 7.189767e-03 1.016934e-02 1.365678e-02 1.771145e-02
 [6,] 9.259289e-03 1.388393e-02 1.951950e-02 2.593818e-02 3.300860e-02
 [7,] 1.520110e-02 2.274830e-02 3.188269e-02 4.212809e-02 5.304089e-02
 [8,] 2.137240e-02 3.198293e-02 4.480345e-02 5.908655e-02 7.400867e-02
 [9,] 2.629340e-02 3.943879e-02 5.537221e-02 7.312231e-02 9.149015e-02
[10,] 2.932436e-02 4.418810e-02 6.232693e-02 8.261858e-02 1.035279e-01
[11,] 3.098111e-02 4.693107e-02 6.652870e-02 8.853561e-02 1.111087e-01
[12,] 3.198098e-02 4.859073e-02 6.904043e-02 9.196314e-02 1.152370e-01
[13,] 3.219447e-02 4.887027e-02 6.930351e-02 9.199771e-02 1.146391e-01
[14,] 3.093868e-02 4.680077e-02 6.605716e-02 8.714145e-02 1.076997e-01
[15,] 2.825839e-02 4.261830e-02 5.988934e-02 7.852231e-02 9.625255e-02
[16,] 2.544814e-02 3.838778e-02 5.387131e-02 7.040027e-02 8.580816e-02
[17,] 2.407760e-02 3.643126e-02 5.120502e-02 6.689775e-02 8.133379e-02
[18,] 2.470823e-02 3.744140e-02 5.264908e-02 6.873546e-02 8.339740e-02
[19,] 2.665139e-02 4.024950e-02 5.638385e-02 7.330740e-02 8.855861e-02
[20,] 2.861201e-02 4.289404e-02 5.964793e-02 7.699485e-02 9.239281e-02
[21,] 2.927348e-02 4.350735e-02 5.998576e-02 7.679830e-02 9.147915e-02
[22,] 2.763154e-02 4.074312e-02 5.573930e-02 7.083871e-02 8.384524e-02
[23,] 2.347652e-02 3.439962e-02 4.677559e-02 5.911807e-02 6.966958e-02
[24,] 1.783775e-02 2.602323e-02 3.524144e-02 4.438872e-02 5.220677e-02
[25,] 1.272614e-02 1.853315e-02 2.506020e-02 3.153385e-02 3.709022e-02
[26,] 1.013714e-02 1.479309e-02 2.003903e-02 2.524739e-02 2.969972e-02
[27,] 1.100209e-02 1.610823e-02 2.187280e-02 2.757498e-02 3.234534e-02
[28,] 1.465519e-02 2.146331e-02 2.913313e-02 3.666581e-02 4.282681e-02
[29,] 1.900925e-02 2.779004e-02 3.764326e-02 4.725622e-02 5.500587e-02
[30,] 2.151505e-02 3.137732e-02 4.239837e-02 5.309279e-02 6.164139e-02
[31,] 2.058850e-02 2.995050e-02 4.037223e-02 5.044318e-02 5.846119e-02
[32,] 1.652877e-02 2.398567e-02 3.225939e-02 4.023507e-02 4.659465e-02
[33,] 1.111252e-02 1.608884e-02 2.159781e-02 2.691070e-02 3.119218e-02
[34,] 6.254630e-03 9.037464e-03 1.211702e-02 1.510372e-02 1.757402e-02
[35,] 2.947537e-03 4.252834e-03 5.701763e-03 7.127918e-03 8.368919e-03
[36,] 1.163457e-03 1.677977e-03 2.254424e-03 2.839228e-03 3.393814e-03
[37,] 3.849426e-04 5.559731e-04 7.514569e-04 9.608585e-04 1.186305e-03
[38,] 1.069082e-04 1.551579e-04 2.124413e-04 2.794513e-04 3.642002e-04
[39,] 2.501493e-05 3.675330e-05 5.172343e-05 7.178913e-05 1.023127e-04
[40,] 5.065774e-06 7.812124e-06 1.206256e-05 1.947798e-05 3.383610e-05
[41,] 1.232071e-06 2.572220e-06 5.804057e-06 1.366388e-05 3.204632e-05
[42,] 1.133761e-06 3.420588e-06 9.829917e-06 2.651322e-05 6.664213e-05
[43,] 2.148122e-06 6.790246e-06 1.991658e-05 5.415578e-05 1.364567e-04
[44,] 3.757050e-06 1.187910e-05 3.479643e-05 9.442324e-05 2.373591e-04
[45,] 5.533285e-06 1.745154e-05 5.098722e-05 1.379957e-04 3.459751e-04
[46,] 6.822392e-06 2.146028e-05 6.253298e-05 1.687946e-04 4.220682e-04
[47,] 7.039583e-06 2.208463e-05 6.418125e-05 1.727833e-04 4.308938e-04
[48,] 6.078589e-06 1.901911e-05 5.512549e-05 1.480097e-04 3.681315e-04
[49,] 4.392415e-06 1.370677e-05 3.962247e-05 1.061020e-04 2.631968e-04
[50,] 2.656126e-06 8.266555e-06 2.383281e-05 6.365046e-05 1.574718e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.733920e-04 0.0014587918 0.0027532411 0.0050413110 0.0087845102
 [2,] 2.011716e-03 0.0034491208 0.0060931582 0.0107052052 0.0181910643
 [3,] 4.917540e-03 0.0075972888 0.0123292327 0.0204186876 0.0334033424
 [4,] 1.113039e-02 0.0156574886 0.0231983595 0.0357156473 0.0554960931
 [5,] 2.274236e-02 0.0297755822 0.0406493975 0.0579901651 0.0848234585
 [6,] 4.103518e-02 0.0511342336 0.0654830442 0.0872506387 0.1200546086
 [7,] 6.466460e-02 0.0780206646 0.0954114818 0.1203058493 0.1566588656
 [8,] 8.921743e-02 0.1054222853 0.1247555613 0.1506468054 0.1870761851
 [9,] 1.096388e-01 0.1277532743 0.1474740582 0.1718310052 0.2045426948
[10,] 1.236886e-01 0.1426071039 0.1611955552 0.1818422128 0.2078600711
[11,] 1.323563e-01 0.1510850395 0.1674529885 0.1832128183 0.2013398877
[12,] 1.365355e-01 0.1541262722 0.1676320047 0.1784101670 0.1892999977
[13,] 1.346647e-01 0.1501007577 0.1603757524 0.1667432891 0.1720504167
[14,] 1.251726e-01 0.1376332242 0.1445753111 0.1472929312 0.1486071315
[15,] 1.106723e-01 0.1200280237 0.1239403799 0.1237086949 0.1219955748
[16,] 9.781236e-02 0.1047722469 0.1063550145 0.1037898134 0.0995357875
[17,] 9.221669e-02 0.0978908817 0.0980042334 0.0937482228 0.0875116223
[18,] 9.422007e-02 0.0994904096 0.0988935833 0.0937456487 0.0865957255
[19,] 9.962847e-02 0.1048421280 0.1040832831 0.0989880380 0.0924424165
[20,] 1.033740e-01 0.1084698704 0.1079216796 0.1037910782 0.0993204514
[21,] 1.017785e-01 0.1065758511 0.1065231734 0.1040467162 0.1025841951
[22,] 9.288897e-02 0.0972567995 0.0979245877 0.0974572104 0.0991887611
[23,] 7.704081e-02 0.0808946874 0.0823431087 0.0837827783 0.0881138345
[24,] 5.777574e-02 0.0610222511 0.0629863236 0.0656419619 0.0712390651
[25,] 4.112947e-02 0.0436731810 0.0455392806 0.0481886916 0.0532263343
[26,] 3.286291e-02 0.0346711146 0.0356692532 0.0369062701 0.0395686468
[27,] 3.544986e-02 0.0365917178 0.0360856857 0.0347958343 0.0338307439
[28,] 4.650936e-02 0.0471292512 0.0448704252 0.0406493022 0.0357951325
[29,] 5.942335e-02 0.0596979387 0.0559942554 0.0494213702 0.0416540381
[30,] 6.641675e-02 0.0665471475 0.0622663805 0.0548715859 0.0462912924
[31,] 6.294012e-02 0.0631474147 0.0594289796 0.0531512056 0.0462599516
[32,] 5.023366e-02 0.0506961928 0.0484295395 0.0447159199 0.0412745162
[33,] 3.379264e-02 0.0345490620 0.0339542815 0.0330887897 0.0332999865
[34,] 1.924768e-02 0.0201678049 0.0207971828 0.0219594141 0.0246047474
[35,] 9.360877e-03 0.0102332469 0.0113562770 0.0132966299 0.0166616018
[36,] 3.939676e-03 0.0046031736 0.0056359938 0.0073859407 0.0102031368
[37,] 1.462119e-03 0.0018740278 0.0025669722 0.0037284194 0.0055380712
[38,] 4.897565e-04 0.0007017864 0.0010712198 0.0016860457 0.0026276355
[39,] 1.550858e-04 0.0002511966 0.0004219774 0.0007054855 0.0011364052
[40,] 6.260714e-05 0.0001186175 0.0002208366 0.0003927757 0.0006570111
[41,] 7.234094e-05 0.0001541113 0.0003067873 0.0005680285 0.0009761273
[42,] 1.555911e-04 0.0003369192 0.0006762127 0.0012575586 0.0021667218
[43,] 3.185560e-04 0.0006889393 0.0013802739 0.0025617169 0.0044042883
[44,] 5.527286e-04 0.0011923249 0.0023826132 0.0044105000 0.0075630624
[45,] 8.035262e-04 0.0017287422 0.0034453707 0.0063608724 0.0108785941
[46,] 9.776477e-04 0.0020977663 0.0041697238 0.0076777234 0.0130958284
[47,] 9.954381e-04 0.0021302630 0.0042230641 0.0077552731 0.0131929482
[48,] 8.481864e-04 0.0018103164 0.0035792593 0.0065555149 0.0111223307
[49,] 6.048018e-04 0.0012874207 0.0025386533 0.0046372582 0.0078468346
[50,] 3.608938e-04 0.0007661805 0.0015068092 0.0027451139 0.0046327389
            [,11]       [,12]       [,13]       [,14]       [,15]       [,16]
 [1,] 0.014417874 0.022180207 0.031918194 0.042943841 0.054035143 0.063631068
 [2,] 0.029390505 0.044740043 0.063891878 0.085446544 0.106973198 0.125410966
 [3,] 0.052679854 0.078924129 0.111453981 0.147803500 0.183797142 0.214266572
 [4,] 0.084564497 0.123810845 0.172065548 0.225523292 0.277926295 0.321688191
 [5,] 0.123748044 0.175768402 0.239117337 0.308592631 0.375915932 0.431298537
 [6,] 0.166903755 0.228791239 0.303360933 0.384257816 0.461712296 0.524497800
 [7,] 0.207678994 0.274282563 0.353726478 0.439062942 0.519943102 0.584822816
 [8,] 0.237269783 0.302135285 0.378960657 0.461001811 0.538416954 0.600503952
 [9,] 0.248764103 0.305601207 0.372911458 0.444970931 0.513387468 0.569144191
[10,] 0.242372828 0.286940888 0.340425924 0.398635120 0.455070929 0.502642032
[11,] 0.225056381 0.256527351 0.295715775 0.339924547 0.384332441 0.423383818
[12,] 0.203714025 0.224339331 0.251943311 0.284816900 0.319158486 0.350267697
[13,] 0.179827996 0.192981858 0.212589590 0.237328262 0.263816632 0.287736343
[14,] 0.151947900 0.160090058 0.174036260 0.192527938 0.212417489 0.229749337
[15,] 0.121938454 0.125997767 0.134998085 0.147769282 0.161552455 0.173001311
[16,] 0.096441609 0.096711088 0.101093780 0.108638222 0.117110447 0.123895912
[17,] 0.082047089 0.079481173 0.080578267 0.084562100 0.089558534 0.093461133
[18,] 0.080320445 0.077078306 0.077564544 0.080878122 0.085048613 0.087992752
[19,] 0.087538416 0.086409016 0.089436614 0.095179889 0.101061958 0.104539695
[20,] 0.097736018 0.100966491 0.108824147 0.119027157 0.128098845 0.132802203
[21,] 0.105285161 0.113679672 0.126889852 0.141776952 0.154042528 0.159882918
[22,] 0.105925233 0.118671306 0.135942588 0.154038590 0.168269116 0.174694838
[23,] 0.097571559 0.112625205 0.131446090 0.150271211 0.164627950 0.170979563
[24,] 0.081361002 0.096069850 0.113546787 0.130483021 0.143167037 0.148869890
[25,] 0.061707174 0.073528607 0.087212038 0.100253200 0.109978192 0.114580443
[26,] 0.044473711 0.051635773 0.060123272 0.068322993 0.074546931 0.077736665
[27,] 0.034110800 0.035995209 0.039142306 0.042678471 0.045610221 0.047294373
[28,] 0.031581322 0.028811672 0.027631436 0.027621726 0.028107371 0.028521725
[29,] 0.034371514 0.028753468 0.025223560 0.023501540 0.022890382 0.022645554
[30,] 0.038447010 0.032672527 0.029403772 0.028215587 0.028138825 0.028100751
[31,] 0.040630325 0.037464944 0.036961605 0.038349787 0.040252797 0.041221157
[32,] 0.039671944 0.040761655 0.044362970 0.049302324 0.053808370 0.056120292
[33,] 0.035720482 0.040793148 0.047988492 0.055849927 0.062391073 0.065725850
[34,] 0.029451274 0.036617213 0.045394764 0.054295696 0.061410466 0.064986229
[35,] 0.021855439 0.028821318 0.036879497 0.044768077 0.050928358 0.053965155
[36,] 0.014291021 0.019545146 0.025451620 0.031118603 0.035472067 0.037569519
[37,] 0.008087340 0.011291343 0.014833936 0.018188331 0.020731613 0.021926125
[38,] 0.003932752 0.005551911 0.007323766 0.008986323 0.010233867 0.010805999
[39,] 0.001729665 0.002462268 0.003261951 0.004011954 0.004576029 0.004837862
[40,] 0.001025552 0.001488284 0.002004507 0.002503683 0.002898975 0.003111224
[41,] 0.001555345 0.002296899 0.003143154 0.003985276 0.004681677 0.005095483
[42,] 0.003458456 0.005113918 0.007005069 0.008889055 0.010449176 0.011378657
[43,] 0.007014513 0.010348940 0.014143942 0.017906929 0.021001375 0.022816568
[44,] 0.012013869 0.017678420 0.024097908 0.030429198 0.035594013 0.038569028
[45,] 0.017234715 0.025293600 0.034386854 0.043306138 0.050522133 0.054599559
[46,] 0.020692297 0.030287238 0.041066328 0.051580703 0.060015560 0.064686805
[47,] 0.020790352 0.030349885 0.041041903 0.051413022 0.059661475 0.064134257
[48,] 0.017480748 0.025450684 0.034325284 0.042884861 0.049632836 0.053211978
[49,] 0.012299939 0.017860212 0.024024011 0.029935025 0.034553253 0.036946516
[50,] 0.007242533 0.010488621 0.014070889 0.017486378 0.020130447 0.021467536
            [,17]       [,18]       [,19]       [,20]       [,21]        [,22]
 [1,] 0.070191374 0.072608659 0.070522737 0.064420592 0.055491599 0.0453011489
 [2,] 0.137784741 0.142008133 0.137479471 0.125249286 0.107711418 0.0879513271
 [3,] 0.234279047 0.240480082 0.232054717 0.210950662 0.181308687 0.1483461683
 [4,] 0.349730370 0.357423051 0.343907620 0.312313266 0.268839926 0.2211062309
 [5,] 0.465859918 0.474075092 0.455327897 0.414008658 0.358211734 0.2976089473
 [6,] 0.562768019 0.570772055 0.548408483 0.501078810 0.438042919 0.3700249868
 [7,] 0.623952056 0.632045897 0.609596532 0.562410094 0.499757522 0.4320170944
 [8,] 0.638544753 0.648153242 0.630192569 0.590032284 0.535707293 0.4759052302
 [9,] 0.605066816 0.617699143 0.607825249 0.579594302 0.538911656 0.4919749799
[10,] 0.535674308 0.551340917 0.549925750 0.534002496 0.507196804 0.4732867205
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[49,] 9.519629e-07 2.568390e-07 6.419366e-08 1.486566e-08 3.192949e-09
[50,] 5.286646e-07 1.422535e-07 3.545874e-08 8.187783e-09 1.751609e-09
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 3.840038e-03 2.888155e-03 2.128003e-03 1.534685e-03 1.082248e-03
 [2,] 1.068788e-02 8.335702e-03 6.365867e-03 4.752597e-03 3.464930e-03
 [3,] 2.592776e-02 2.093807e-02 1.653765e-02 1.275042e-02 9.589385e-03
 [4,] 5.492485e-02 4.581025e-02 3.731814e-02 2.963707e-02 2.294642e-02
 [5,] 1.017752e-01 8.739295e-02 7.321027e-02 5.974433e-02 4.753159e-02
 [6,] 1.653599e-01 1.456913e-01 1.251505e-01 1.047108e-01 8.544138e-02
 [7,] 2.366467e-01 2.132274e-01 1.873169e-01 1.603148e-01 1.338533e-01
 [8,] 3.008957e-01 2.763984e-01 2.476225e-01 2.161689e-01 1.840595e-01
 [9,] 3.452089e-01 3.222797e-01 2.934725e-01 2.602905e-01 2.248815e-01
[10,] 3.663258e-01 3.465515e-01 3.194928e-01 2.863831e-01 2.493580e-01
[11,] 3.719316e-01 3.558704e-01 3.309408e-01 2.981439e-01 2.597031e-01
[12,] 3.739516e-01 3.620978e-01 3.392201e-01 3.062017e-01 2.655796e-01
[13,] 3.793204e-01 3.727298e-01 3.524521e-01 3.192273e-01 2.760111e-01
[14,] 3.856439e-01 3.852606e-01 3.687277e-01 3.364077e-01 2.914973e-01
[15,] 3.846894e-01 3.900216e-01 3.779059e-01 3.480469e-01 3.034979e-01
[16,] 3.699777e-01 3.786836e-01 3.702903e-01 3.437766e-01 3.017289e-01
[17,] 3.417521e-01 3.507296e-01 3.442059e-01 3.207103e-01 2.823303e-01
[18,] 3.058804e-01 3.128649e-01 3.062727e-01 2.846867e-01 2.499518e-01
[19,] 2.689930e-01 2.733647e-01 2.656986e-01 2.450766e-01 2.134167e-01
[20,] 2.344282e-01 2.369346e-01 2.284631e-01 2.087348e-01 1.798652e-01
[21,] 2.014997e-01 2.034401e-01 1.953389e-01 1.773540e-01 1.516599e-01
[22,] 1.676551e-01 1.700706e-01 1.636421e-01 1.486084e-01 1.269270e-01
[23,] 1.315323e-01 1.347017e-01 1.306268e-01 1.193686e-01 1.024446e-01
[24,] 9.475847e-02 9.821591e-02 9.629169e-02 8.882732e-02 7.683585e-02
[25,] 6.135247e-02 6.438567e-02 6.385831e-02 5.950198e-02 5.190080e-02
[26,] 3.541203e-02 3.763142e-02 3.776466e-02 3.555118e-02 3.127864e-02
[27,] 1.909680e-02 2.068198e-02 2.112818e-02 2.021624e-02 1.805269e-02
[28,] 1.237573e-02 1.398981e-02 1.484865e-02 1.471396e-02 1.357629e-02
[29,] 1.402950e-02 1.660411e-02 1.829209e-02 1.871671e-02 1.777042e-02
[30,] 2.221276e-02 2.666346e-02 2.967762e-02 3.061506e-02 2.926511e-02
[31,] 3.388200e-02 4.069364e-02 4.528283e-02 4.668231e-02 4.458286e-02
[32,] 4.438280e-02 5.319266e-02 5.905775e-02 6.074120e-02 5.787202e-02
[33,] 4.886461e-02 5.841373e-02 6.468639e-02 6.635706e-02 6.305757e-02
[34,] 4.505402e-02 5.371615e-02 5.932692e-02 6.069797e-02 5.752702e-02
[35,] 3.476721e-02 4.134153e-02 4.553848e-02 4.646712e-02 4.392262e-02
[36,] 2.245224e-02 2.662691e-02 2.925211e-02 2.976931e-02 2.806438e-02
[37,] 1.213377e-02 1.435162e-02 1.572467e-02 1.596017e-02 1.500612e-02
[38,] 5.487526e-03 6.473306e-03 7.073771e-03 7.160627e-03 6.714696e-03
[39,] 2.076836e-03 2.443409e-03 2.662963e-03 2.688496e-03 2.514369e-03
[40,] 6.577674e-04 7.718100e-04 8.389261e-04 8.447189e-04 7.879088e-04
[41,] 1.743363e-04 2.040186e-04 2.211705e-04 2.221058e-04 2.066179e-04
[42,] 3.866788e-05 4.513092e-05 4.879502e-05 4.887113e-05 4.534241e-05
[43,] 7.177698e-06 8.354640e-06 9.008847e-06 8.998905e-06 8.326951e-06
[44,] 1.115694e-06 1.294407e-06 1.391920e-06 1.386668e-06 1.279711e-06
[45,] 1.460911e-07 1.680049e-07 1.800026e-07 1.788181e-07 1.645827e-07
[46,] 1.708433e-08 1.844788e-08 1.951432e-08 1.930277e-08 1.771422e-08
[47,] 2.670639e-09 1.881226e-09 1.802325e-09 1.748767e-09 1.596270e-09
[48,] 1.076306e-09 3.039975e-10 1.641015e-10 1.365175e-10 1.209520e-10
[49,] 6.402018e-10 1.245240e-10 2.834024e-11 1.146603e-11 8.043295e-12
[50,] 3.473848e-10 6.411977e-11 1.127981e-11 2.146636e-12 6.492222e-13
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 7.462413e-04 5.040574e-04 3.348347e-04 2.198089e-04 1.430875e-04
 [2,] 2.468317e-03 1.722982e-03 1.183953e-03 8.045108e-04 5.415390e-04
 [3,] 7.045620e-03 5.076141e-03 3.603519e-03 2.529486e-03 1.755121e-03
 [4,] 1.736217e-02 1.289328e-02 9.438623e-03 6.825022e-03 4.862683e-03
 [5,] 3.697884e-02 2.825351e-02 2.127295e-02 1.578716e-02 1.149800e-02
 [6,] 6.821177e-02 5.347905e-02 4.126159e-02 3.128230e-02 2.317377e-02
 [7,] 1.093394e-01 8.762200e-02 6.893605e-02 5.309870e-02 3.979307e-02
 [8,] 1.531671e-01 1.247762e-01 9.947233e-02 7.734210e-02 5.828728e-02
 [9,] 1.894496e-01 1.557364e-01 1.248139e-01 9.720649e-02 7.316016e-02
[10,] 2.109163e-01 1.733315e-01 1.382906e-01 1.068533e-01 7.961412e-02
[11,] 2.185664e-01 1.777107e-01 1.395657e-01 1.057531e-01 7.712047e-02
[12,] 2.210169e-01 1.764244e-01 1.351150e-01 9.929769e-02 6.999234e-02
[13,] 2.273480e-01 1.782453e-01 1.330209e-01 9.454361e-02 6.403628e-02
[14,] 2.393004e-01 1.858551e-01 1.364784e-01 9.475580e-02 6.222386e-02
[15,] 2.499084e-01 1.939822e-01 1.417881e-01 9.753461e-02 6.312448e-02
[16,] 2.496446e-01 1.943457e-01 1.421787e-01 9.766324e-02 6.295007e-02
[17,] 2.340952e-01 1.824498e-01 1.334856e-01 9.159311e-02 5.890060e-02
[18,] 2.065939e-01 1.604078e-01 1.168373e-01 7.975824e-02 5.099190e-02
[19,] 1.748663e-01 1.345212e-01 9.702054e-02 6.553995e-02 4.143959e-02
[20,] 1.457172e-01 1.107539e-01 7.885881e-02 5.254524e-02 3.274029e-02
[21,] 1.218009e-01 9.168131e-02 6.457857e-02 4.251705e-02 2.614077e-02
[22,] 1.016942e-01 7.627632e-02 5.347279e-02 3.499158e-02 2.135182e-02
[23,] 8.236472e-02 6.191344e-02 4.344320e-02 2.841727e-02 1.731032e-02
[24,] 6.216869e-02 4.696218e-02 3.307037e-02 2.168288e-02 1.322386e-02
[25,] 4.227716e-02 3.210489e-02 2.269826e-02 1.492510e-02 9.119870e-03
[26,] 2.566146e-02 1.960144e-02 1.392469e-02 9.191994e-03 5.634847e-03
[27,] 1.501448e-02 1.161612e-02 8.352700e-03 5.578861e-03 3.459592e-03
[28,] 1.164775e-02 9.284647e-03 6.872702e-03 4.722521e-03 3.011564e-03
[29,] 1.564822e-02 1.277671e-02 9.671388e-03 6.786179e-03 4.413592e-03
[30,] 2.592001e-02 2.127013e-02 1.617120e-02 1.139051e-02 7.433037e-03
[31,] 3.944335e-02 3.232710e-02 2.454397e-02 1.726263e-02 1.124739e-02
[32,] 5.107771e-02 4.176105e-02 3.162919e-02 2.219123e-02 1.442286e-02
[33,] 5.550893e-02 4.526516e-02 3.419327e-02 2.392725e-02 1.551030e-02
[34,] 5.050621e-02 4.107646e-02 3.094686e-02 2.159809e-02 1.396334e-02
[35,] 3.845970e-02 3.119600e-02 2.344051e-02 1.631588e-02 1.052032e-02
[36,] 2.450854e-02 1.982690e-02 1.485823e-02 1.031466e-02 6.633119e-03
[37,] 1.306997e-02 1.054523e-02 7.881573e-03 5.456885e-03 3.499870e-03
[38,] 5.832796e-03 4.693562e-03 3.498674e-03 2.415904e-03 1.545365e-03
[39,] 2.178330e-03 1.748210e-03 1.299687e-03 8.950745e-04 5.710245e-04
[40,] 6.807927e-04 5.449154e-04 4.040345e-04 2.775129e-04 1.765724e-04
[41,] 1.780537e-04 1.421378e-04 1.051098e-04 7.200323e-05 4.569157e-05
[42,] 3.897014e-05 3.102663e-05 2.288298e-05 1.563384e-05 9.894501e-06
[43,] 7.137689e-06 5.667669e-06 4.168949e-06 2.840690e-06 1.793067e-06
[44,] 1.094026e-06 8.664002e-07 6.356014e-07 4.319430e-07 2.719213e-07
[45,] 1.403273e-07 1.108351e-07 8.109382e-08 5.496339e-08 3.450917e-08
[46,] 1.506281e-08 1.186540e-08 8.658377e-09 5.852837e-09 3.664980e-09
[47,] 1.353150e-09 1.063007e-09 7.736235e-10 5.215585e-10 3.257259e-10
[48,] 1.018041e-10 7.970549e-11 5.784636e-11 3.889427e-11 2.422578e-11
[49,] 6.460278e-12 5.007705e-12 3.620406e-12 2.427328e-12 1.507828e-12
[50,] 3.704539e-13 2.667205e-13 1.900170e-13 1.268122e-13 7.854027e-14
             [,48]        [,49]        [,50]
 [1,] 9.229610e-05 5.863676e-05 3.632008e-05
 [2,] 3.599664e-04 2.343840e-04 1.478641e-04
 [3,] 1.197327e-03 7.955180e-04 5.090974e-04
 [4,] 3.389406e-03 2.288006e-03 1.479902e-03
 [5,] 8.150865e-03 5.567229e-03 3.627463e-03
 [6,] 1.662938e-02 1.144745e-02 7.491220e-03
 [7,] 2.876861e-02 1.988358e-02 1.303107e-02
 [8,] 4.224112e-02 2.919727e-02 1.910693e-02
 [9,] 5.284050e-02 3.635860e-02 2.367518e-02
[10,] 5.687563e-02 3.871484e-02 2.495861e-02
[11,] 5.391621e-02 3.596148e-02 2.276514e-02
[12,] 4.724518e-02 3.045696e-02 1.868433e-02
[13,] 4.134522e-02 2.543681e-02 1.489392e-02
[14,] 3.866714e-02 2.274909e-02 1.267427e-02
[15,] 3.843458e-02 2.201629e-02 1.186572e-02
[16,] 3.805552e-02 2.156820e-02 1.145567e-02
[17,] 3.547646e-02 2.000215e-02 1.055082e-02
[18,] 3.051409e-02 1.708178e-02 8.940482e-03
[19,] 2.451060e-02 1.355548e-02 7.006533e-03
[20,] 1.906584e-02 1.037209e-02 5.269389e-03
[21,] 1.499905e-02 8.027561e-03 4.006095e-03
[22,] 1.213937e-02 6.426566e-03 3.166536e-03
[23,] 9.811178e-03 5.170604e-03 2.532459e-03
[24,] 7.495911e-03 3.946837e-03 1.929409e-03
[25,] 5.175179e-03 2.725886e-03 1.332184e-03
[26,] 3.206180e-03 1.692629e-03 8.288529e-04
[27,] 1.991236e-03 1.063491e-03 5.269643e-04
[28,] 1.781959e-03 9.781960e-04 4.981101e-04
[29,] 2.660487e-03 1.486311e-03 7.695190e-04
[30,] 4.493729e-03 2.516870e-03 1.305944e-03
[31,] 6.788582e-03 3.795665e-03 1.965973e-03
[32,] 8.683554e-03 4.843062e-03 2.502180e-03
[33,] 9.313721e-03 5.180858e-03 2.669656e-03
[34,] 8.362546e-03 4.639414e-03 2.384310e-03
[35,] 6.283807e-03 3.476899e-03 1.782117e-03
[36,] 3.951445e-03 2.180567e-03 1.114700e-03
[37,] 2.079382e-03 1.144437e-03 5.834783e-04
[38,] 9.157093e-04 5.026429e-04 2.555856e-04
[39,] 3.374626e-04 1.847446e-04 9.368993e-05
[40,] 1.040730e-04 5.682355e-05 2.874046e-05
[41,] 2.685934e-05 1.462615e-05 7.378016e-06
[42,] 5.800927e-06 3.150477e-06 1.585003e-06
[43,] 1.048441e-06 5.678940e-07 2.849478e-07
[44,] 1.585752e-07 8.566481e-08 4.286914e-08
[45,] 2.007108e-08 1.081390e-08 5.397204e-09
[46,] 2.125945e-09 1.142373e-09 5.686416e-10
[47,] 1.884417e-10 1.009897e-10 5.013627e-11
[48,] 1.397805e-11 7.471207e-12 3.699218e-12
[49,] 8.676858e-13 4.625414e-13 2.284094e-13
[50,] 4.507394e-14 2.396372e-14 1.180216e-14

> 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  
  3.1088655   -0.0005313  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1ypid1256911870.ps tmp/1ypid1256911870.png")
> system("convert tmp/244s91256911870.ps tmp/244s91256911870.png")
> system("convert tmp/3lrk01256911870.ps tmp/3lrk01256911870.png")
> system("convert tmp/4e8211256911870.ps tmp/4e8211256911870.png")
> system("convert tmp/5a2861256911870.ps tmp/5a2861256911870.png")
> system("convert tmp/68er21256911870.ps tmp/68er21256911870.png")
> system("convert tmp/7o9p01256911870.ps tmp/7o9p01256911870.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.080   2.064   3.416