R version 2.8.1 (2008-12-22)
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(162,161,149,139,135,130,127,122,117,112,113,149,157,157,147,137,132,125,123,117,114,111,112,144,150,149,134,123,116,117,111,105,102,95,93,124,130,124,115,106,105,105,101,95,93,84,87,116,120,117,109,105,107,109,109,108,107,99,103,131,137)
> y <- c(449,452,462,455,461,461,463,462,456,455,456,472,472,471,465,459,465,468,467,463,460,462,461,476,476,471,453,443,442,444,438,427,424,416,406,431,434,418,412,404,409,412,406,398,397,385,390,413,413,401,397,397,409,419,424,428,430,424,433,456,459)
> x <- c(4,3.8,4.7,4.3,3.9,4,4.3,4.8,4.4,4.3,4.7,4.7,4.9,5,4.2,4.3,4.8,4.8,4.8,4.2,4.6,4.8,4.5,4.4,4.3,3.9,3.7,4,4.1,3.7,3.8,3.8,3.8,3.3,3.3,3.3,3.2,3.4,4.2,4.9,5.1,5.5,5.6,6.4,6.1,7.1,7.8,7.9,7.4,7.5,6.8,5.2,4.7,4.1,3.9,2.6,2.7,1.8,1,0.3,1.3)
> par7 = 'WLH jonger dan 25 jaar (in duizendtallen)'
> par6 = 'WLH ouder dan 25 jaar (in duizendtallen)'
> par5 = 'Inflatie (in procenten)'
> 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1z7e61257073136.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/23w1w1257073136.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3jxzz1257073136.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/48efc1257073136.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5z4v21257073136.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
    468.134       -6.789  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/67qcr1257073136.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] 372.9903 375.3376 377.6850 380.0323 382.3796 384.7270 387.0743 389.4216
 [9] 391.7690 394.1163 396.4636 398.8110 401.1583 403.5056 405.8530 408.2003
[17] 410.5476 412.8950 415.2423 417.5897 419.9370 422.2843 424.6317 426.9790
[25] 429.3263 431.6737 434.0210 436.3683 438.7157 441.0630 443.4103 445.7577
[33] 448.1050 450.4524 452.7997 455.1470 457.4944 459.8417 462.1890 464.5364
[41] 466.8837 469.2310 471.5784 473.9257 476.2730 478.6204 480.9677 483.3150
[49] 485.6624 488.0097

$yords
 [1]  72.08110  74.15942  76.23774  78.31607  80.39439  82.47271  84.55103
 [8]  86.62936  88.70768  90.78600  92.86432  94.94265  97.02097  99.09929
[15] 101.17761 103.25594 105.33426 107.41258 109.49090 111.56923 113.64755
[22] 115.72587 117.80419 119.88252 121.96084 124.03916 126.11748 128.19581
[29] 130.27413 132.35245 134.43077 136.50910 138.58742 140.66574 142.74406
[36] 144.82239 146.90071 148.97903 151.05735 153.13568 155.21400 157.29232
[43] 159.37064 161.44897 163.52729 165.60561 167.68393 169.76226 171.84058
[50] 173.91890

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.733430e-03 4.259389e-03 4.151379e-03 3.464755e-03 2.492093e-03
 [2,] 4.711435e-03 6.140907e-03 6.836436e-03 6.510104e-03 5.324203e-03
 [3,] 4.958638e-03 7.380779e-03 9.385835e-03 1.020533e-02 9.511373e-03
 [4,] 4.377500e-03 7.429546e-03 1.078526e-02 1.339230e-02 1.424336e-02
 [5,] 3.278263e-03 6.313864e-03 1.043590e-02 1.478272e-02 1.794658e-02
 [6,] 2.135692e-03 4.606121e-03 8.599807e-03 1.383578e-02 1.913724e-02
 [7,] 1.277998e-03 2.991717e-03 6.182019e-03 1.115521e-02 1.745414e-02
 [8,] 7.711228e-04 1.856830e-03 4.073242e-03 8.007441e-03 1.391054e-02
 [9,] 5.148386e-04 1.212476e-03 2.670091e-03 5.441669e-03 1.010611e-02
[10,] 3.873661e-04 8.847388e-04 1.892151e-03 3.804952e-03 7.169620e-03
[11,] 3.132972e-04 7.102055e-04 1.486304e-03 2.904334e-03 5.348500e-03
[12,] 2.575810e-04 5.970812e-04 1.254582e-03 2.420397e-03 4.346603e-03
[13,] 2.045133e-04 5.000508e-04 1.087595e-03 2.129297e-03 3.805433e-03
[14,] 1.500501e-04 3.973564e-04 9.223806e-04 1.892584e-03 3.471261e-03
[15,] 9.895184e-05 2.883177e-04 7.305898e-04 1.617051e-03 3.147429e-03
[16,] 5.815482e-05 1.873411e-04 5.237850e-04 1.272862e-03 2.696558e-03
[17,] 3.065272e-05 1.088514e-04 3.360391e-04 9.017748e-04 2.104973e-03
[18,] 1.468758e-05 5.712827e-05 1.937352e-04 5.726148e-04 1.474713e-03
[19,] 6.471317e-06 2.742847e-05 1.015497e-04 3.285359e-04 9.288886e-04
[20,] 2.630434e-06 1.212835e-05 4.886836e-05 1.722102e-04 5.312970e-04
[21,] 9.930303e-07 4.947292e-06 2.164634e-05 8.294208e-05 2.783418e-04
[22,] 3.732900e-07 1.914535e-06 8.904678e-06 3.680165e-05 1.339412e-04
[23,] 1.781978e-07 8.156267e-07 3.670588e-06 1.555004e-05 5.993302e-05
[24,] 1.339352e-07 5.084235e-07 1.923960e-06 7.300741e-06 2.711674e-05
[25,] 1.273095e-07 4.585679e-07 1.537983e-06 4.947400e-06 1.567069e-05
[26,] 1.180955e-07 4.469137e-07 1.515573e-06 4.675758e-06 1.338646e-05
[27,] 9.695284e-08 4.002093e-07 1.456201e-06 4.711825e-06 1.369649e-05
[28,] 6.813283e-08 3.119508e-07 1.246605e-06 4.376976e-06 1.360402e-05
[29,] 4.032808e-08 2.069015e-07 9.200448e-07 3.564077e-06 1.210108e-05
[30,] 1.990962e-08 1.152337e-07 5.752718e-07 2.486209e-06 9.345581e-06
[31,] 8.147543e-09 5.343620e-08 3.012922e-07 1.464193e-06 6.153731e-06
[32,] 2.752902e-09 2.051870e-08 1.311870e-07 7.207525e-07 3.410910e-06
[33,] 7.660708e-10 6.501342e-09 4.725713e-08 2.945803e-07 1.577380e-06
[34,] 1.752891e-10 1.695968e-09 1.403971e-08 9.953256e-08 6.049966e-07
[35,] 3.294387e-11 3.637064e-10 3.433049e-09 2.772357e-08 1.917043e-07
[36,] 5.081532e-12 6.405656e-11 6.899908e-10 6.354075e-09 5.005757e-08
[37,] 6.429398e-13 9.258532e-12 1.138776e-10 1.196823e-09 1.075303e-08
[38,] 6.669816e-14 1.097623e-12 1.542301e-11 1.850966e-10 1.898056e-09
[39,] 5.671219e-15 1.066879e-13 1.713213e-12 2.348958e-11 2.750692e-10
[40,] 3.951266e-16 8.499309e-15 1.560232e-13 2.444806e-12 3.270839e-11
[41,] 2.255238e-17 5.548033e-16 1.164558e-14 2.086101e-13 3.189713e-12
[42,] 1.054287e-18 2.966756e-17 7.122137e-16 1.458844e-14 2.550072e-13
[43,] 4.036116e-20 1.299355e-18 3.568114e-17 8.358922e-16 1.670804e-14
[44,] 1.265156e-21 4.660214e-20 1.464075e-18 3.923404e-17 8.969281e-16
[45,] 3.246737e-23 1.368529e-21 4.919417e-20 1.508222e-18 3.944150e-17
[46,] 6.820659e-25 3.290182e-23 1.353408e-21 4.747741e-20 1.420470e-18
[47,] 1.172849e-26 6.475270e-25 3.048295e-23 1.223682e-21 4.189137e-20
[48,] 1.650671e-28 1.043107e-26 5.620219e-25 2.582013e-23 1.011514e-21
[49,] 1.901304e-30 1.375305e-28 8.481621e-27 4.459770e-25 1.999506e-23
[50,] 1.792221e-32 1.484023e-30 1.047616e-28 6.305126e-27 3.235455e-25
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.571263e-03 9.060229e-04 5.210891e-04 3.329755e-04 2.426312e-04
 [2,] 3.779806e-03 2.393998e-03 1.439777e-03 9.115973e-04 6.567695e-04
 [3,] 7.649248e-03 5.400709e-03 3.490153e-03 2.242231e-03 1.583749e-03
 [4,] 1.302765e-02 1.035770e-02 7.351109e-03 4.938527e-03 3.454470e-03
 [5,] 1.871227e-02 1.686441e-02 1.335495e-02 9.655916e-03 6.865559e-03
 [6,] 2.275573e-02 2.333602e-02 2.083911e-02 1.659339e-02 1.239462e-02
 [7,] 2.359306e-02 2.754366e-02 2.790024e-02 2.485902e-02 2.010927e-02
 [8,] 2.114184e-02 2.795558e-02 3.213904e-02 3.232298e-02 2.895375e-02
 [9,] 1.683147e-02 2.481622e-02 3.213914e-02 3.651154e-02 3.666028e-02
[10,] 1.251437e-02 1.991488e-02 2.846088e-02 3.615898e-02 4.074021e-02
[11,] 9.313955e-03 1.524969e-02 2.315588e-02 3.208617e-02 4.007317e-02
[12,] 7.364230e-03 1.188375e-02 1.827449e-02 2.650598e-02 3.567209e-02
[13,] 6.309502e-03 9.877274e-03 1.482612e-02 2.148255e-02 2.985048e-02
[14,] 5.774792e-03 8.875905e-03 1.288368e-02 1.804911e-02 2.472715e-02
[15,] 5.441215e-03 8.475103e-03 1.213286e-02 1.638566e-02 2.147860e-02
[16,] 5.005854e-03 8.211491e-03 1.206071e-02 1.618574e-02 2.043168e-02
[17,] 4.282002e-03 7.619580e-03 1.194088e-02 1.667343e-02 2.115140e-02
[18,] 3.310026e-03 6.482016e-03 1.110455e-02 1.673131e-02 2.239453e-02
[19,] 2.295154e-03 4.956518e-03 9.361616e-03 1.549389e-02 2.256539e-02
[20,] 1.436233e-03 3.403757e-03 7.074684e-03 1.290415e-02 2.068482e-02
[21,] 8.191276e-04 2.117194e-03 4.812557e-03 9.629785e-03 1.697607e-02
[22,] 4.281625e-04 1.202715e-03 2.974053e-03 6.486879e-03 1.250106e-02
[23,] 2.060627e-04 6.264728e-04 1.680084e-03 3.977979e-03 8.333362e-03
[24,] 9.499525e-05 3.042477e-04 8.741913e-04 2.234003e-03 5.066155e-03
[25,] 4.926526e-05 1.511622e-04 4.391341e-04 1.174491e-03 2.840218e-03
[26,] 3.644153e-05 9.655914e-05 2.517921e-04 6.403381e-04 1.551411e-03
[27,] 3.620768e-05 8.843482e-05 2.036588e-04 4.520761e-04 9.818988e-04
[28,] 3.772619e-05 9.412083e-05 2.132499e-04 4.443443e-04 8.668690e-04
[29,] 3.625716e-05 9.653255e-05 2.298860e-04 4.927268e-04 9.572904e-04
[30,] 3.072873e-05 8.894682e-05 2.281450e-04 5.216615e-04 1.068643e-03
[31,] 2.246453e-05 7.161218e-05 2.005660e-04 4.966803e-04 1.093989e-03
[32,] 1.394799e-05 4.948476e-05 1.530843e-04 4.153643e-04 9.946920e-04
[33,] 7.271671e-06 2.894514e-05 9.986559e-05 3.000677e-04 7.896411e-04
[34,] 3.157973e-06 1.418547e-05 5.498780e-05 1.846037e-04 5.391807e-04
[35,] 1.136379e-06 5.783312e-06 2.531997e-05 9.561612e-05 3.125179e-04
[36,] 3.376452e-07 1.952093e-06 9.687740e-06 4.134886e-05 1.521705e-04
[37,] 8.264512e-08 5.438050e-07 3.066733e-06 1.484331e-05 6.177664e-05
[38,] 1.663855e-08 1.247634e-07 8.008965e-07 4.405977e-06 2.080138e-05
[39,] 2.752210e-09 2.353983e-08 1.722182e-07 1.078591e-06 5.788896e-06
[40,] 3.737409e-10 3.648758e-09 3.045056e-08 2.173657e-07 1.328263e-06
[41,] 4.164117e-11 4.642830e-10 4.422840e-09 3.601559e-08 2.508559e-07
[42,] 3.804827e-12 4.846907e-11 5.273269e-10 4.901734e-09 3.894846e-08
[43,] 2.849989e-13 4.149467e-12 5.158060e-11 5.475979e-10 4.966970e-09
[44,] 1.749499e-14 2.912093e-13 4.137386e-12 5.018657e-11 5.199115e-10
[45,] 8.799033e-16 1.674832e-14 2.720451e-13 3.771686e-12 4.464461e-11
[46,] 3.625038e-17 7.891869e-16 1.465886e-14 2.323536e-13 3.143557e-12
[47,] 1.223113e-18 3.046057e-17 6.471348e-16 1.173005e-14 1.814393e-13
[48,] 3.379318e-20 9.628674e-19 2.340088e-17 4.851528e-16 8.581646e-15
[49,] 7.644360e-22 2.492285e-20 6.930012e-19 1.643591e-17 3.325306e-16
[50,] 1.415644e-23 5.281720e-22 1.680485e-20 4.560045e-19 1.055418e-17
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.856567e-04 1.365344e-04 9.224171e-05 5.634561e-05 3.097421e-05
 [2,] 5.199496e-04 4.115770e-04 3.050892e-04 2.060461e-04 1.256801e-04
 [3,] 1.262207e-03 1.053952e-03 8.485608e-04 6.304074e-04 4.252588e-04
 [4,] 2.709920e-03 2.323420e-03 1.999379e-03 1.620923e-03 1.203810e-03
 [5,] 5.265314e-03 4.500055e-03 4.040067e-03 3.527402e-03 2.864106e-03
 [6,] 9.434981e-03 7.871373e-03 7.144334e-03 6.575675e-03 5.769805e-03
 [7,] 1.569043e-02 1.279509e-02 1.139646e-02 1.072129e-02 9.968831e-03
 [8,] 2.400813e-02 1.965385e-02 1.699501e-02 1.579748e-02 1.510719e-02
 [9,] 3.324193e-02 2.839993e-02 2.430438e-02 2.191257e-02 2.081124e-02
[10,] 4.104328e-02 3.784597e-02 3.331496e-02 2.951491e-02 2.724517e-02
[11,] 4.492802e-02 4.557184e-02 4.278943e-02 3.863911e-02 3.501236e-02
[12,] 4.389920e-02 4.909316e-02 5.020054e-02 4.791181e-02 4.408975e-02
[13,] 3.912157e-02 4.753663e-02 5.307353e-02 5.465474e-02 5.282705e-02
[14,] 3.302289e-02 4.224599e-02 5.072716e-02 5.648566e-02 5.841692e-02
[15,] 2.788312e-02 3.585206e-02 4.479201e-02 5.307950e-02 5.877609e-02
[16,] 2.511652e-02 3.090648e-02 3.821522e-02 4.650270e-02 5.416820e-02
[17,] 2.512257e-02 2.905078e-02 3.384393e-02 4.006234e-02 4.718943e-02
[18,] 2.710605e-02 3.054988e-02 3.338272e-02 3.676586e-02 4.139058e-02
[19,] 2.916521e-02 3.398287e-02 3.666764e-02 3.808576e-02 3.964520e-02
[20,] 2.923675e-02 3.669547e-02 4.145400e-02 4.315270e-02 4.286759e-02
[21,] 2.639793e-02 3.630471e-02 4.441119e-02 4.887020e-02 4.934826e-02
[22,] 2.131156e-02 3.217753e-02 4.311665e-02 5.150123e-02 5.533607e-02
[23,] 1.547912e-02 2.553574e-02 3.745734e-02 4.892762e-02 5.709533e-02
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[35,] 1.556278e-02 1.219185e-02 8.262621e-03 4.839568e-03 2.446739e-03
[36,] 1.509077e-02 1.326887e-02 1.010028e-02 6.652574e-03 3.788104e-03
[37,] 1.228949e-02 1.212295e-02 1.035623e-02 7.659506e-03 4.902676e-03
[38,] 8.424512e-03 9.303028e-03 8.915243e-03 7.399334e-03 5.317132e-03
[39,] 4.961548e-03 6.018011e-03 6.447465e-03 6.001879e-03 4.839582e-03
[40,] 2.852396e-03 3.384573e-03 3.940344e-03 4.091395e-03 3.698932e-03
[41,] 2.433820e-03 1.980230e-03 2.133367e-03 2.366840e-03 2.377674e-03
[42,] 3.691339e-03 1.915476e-03 1.310795e-03 1.249092e-03 1.306131e-03
[43,] 6.348889e-03 3.074225e-03 1.452157e-03 8.357210e-04 6.845148e-04
[44,] 9.675478e-03 5.134476e-03 2.404744e-03 1.053111e-03 5.166482e-04
[45,] 1.246610e-02 7.426692e-03 3.860766e-03 1.755332e-03 7.239557e-04
[46,] 1.357789e-02 9.028842e-03 5.281036e-03 2.687962e-03 1.189226e-03
[47,] 1.266510e-02 9.253137e-03 6.045280e-03 3.467518e-03 1.727123e-03
[48,] 1.034311e-02 8.105860e-03 5.820503e-03 3.731557e-03 2.096988e-03
[49,] 7.612102e-03 6.211799e-03 4.782962e-03 3.371665e-03 2.119076e-03
[50,] 5.188084e-03 4.293337e-03 3.436354e-03 2.596994e-03 1.795504e-03

> 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  
  -119.8931       0.5479  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7bndb1257073136.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] -0.23415902 -0.05725457  0.11964988  0.29655433  0.47345878  0.65036323
 [7]  0.82726768  1.00417213  1.18107658  1.35798103  1.53488548  1.71178993
[13]  1.88869438  2.06559883  2.24250328  2.41940773  2.59631218  2.77321663
[19]  2.95012108  3.12702553  3.30392998  3.48083443  3.65773888  3.83464333
[25]  4.01154778  4.18845222  4.36535667  4.54226112  4.71916557  4.89607002
[31]  5.07297447  5.24987892  5.42678337  5.60368782  5.78059227  5.95749672
[37]  6.13440117  6.31130562  6.48821007  6.66511452  6.84201897  7.01892342
[43]  7.19582787  7.37273232  7.54963677  7.72654122  7.90344567  8.08035012
[49]  8.25725457  8.43415902

$yords
 [1]  72.08110  74.15942  76.23774  78.31607  80.39439  82.47271  84.55103
 [8]  86.62936  88.70768  90.78600  92.86432  94.94265  97.02097  99.09929
[15] 101.17761 103.25594 105.33426 107.41258 109.49090 111.56923 113.64755
[22] 115.72587 117.80419 119.88252 121.96084 124.03916 126.11748 128.19581
[29] 130.27413 132.35245 134.43077 136.50910 138.58742 140.66574 142.74406
[36] 144.82239 146.90071 148.97903 151.05735 153.13568 155.21400 157.29232
[43] 159.37064 161.44897 163.52729 165.60561 167.68393 169.76226 171.84058
[50] 173.91890

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.126839e-09 2.376484e-08 7.380804e-08 2.135025e-07 5.752205e-07
 [2,] 5.534535e-08 1.797882e-07 5.439663e-07 1.532897e-06 4.023330e-06
 [3,] 3.326533e-07 1.052719e-06 3.102873e-06 8.518156e-06 2.178003e-05
 [4,] 1.548091e-06 4.772582e-06 1.370380e-05 3.664871e-05 9.128677e-05
 [5,] 5.584702e-06 1.677178e-05 4.691256e-05 1.222165e-04 2.965530e-04
 [6,] 1.567183e-05 4.584371e-05 1.249027e-04 3.169537e-04 7.491217e-04
 [7,] 3.456454e-05 9.845811e-05 2.612207e-04 6.455036e-04 1.485680e-03
 [8,] 6.166350e-05 1.709178e-04 4.412549e-04 1.061048e-03 2.376423e-03
 [9,] 9.534012e-05 2.567332e-04 6.439413e-04 1.504417e-03 3.273768e-03
[10,] 1.429603e-04 3.732876e-04 9.079034e-04 2.056857e-03 4.340473e-03
[11,] 2.223568e-04 5.629734e-04 1.327656e-03 2.916387e-03 5.967166e-03
[12,] 3.358111e-04 8.259805e-04 1.892329e-03 4.038135e-03 8.026545e-03
[13,] 4.401673e-04 1.053594e-03 2.349086e-03 4.878793e-03 9.439316e-03
[14,] 4.685140e-04 1.092634e-03 2.374069e-03 4.806708e-03 9.070671e-03
[15,] 4.020596e-04 9.156627e-04 1.944573e-03 3.853030e-03 7.129083e-03
[16,] 3.192151e-04 7.160201e-04 1.501429e-03 2.947812e-03 5.430852e-03
[17,] 3.956128e-04 8.829940e-04 1.845649e-03 3.619771e-03 6.678557e-03
[18,] 8.960353e-04 1.962100e-03 4.017246e-03 7.699752e-03 1.383859e-02
[19,] 2.095492e-03 4.466406e-03 8.889005e-03 1.652947e-02 2.874598e-02
[20,] 3.977519e-03 8.252863e-03 1.597947e-02 2.888448e-02 4.877110e-02
[21,] 5.890881e-03 1.191037e-02 2.247058e-02 3.957485e-02 6.510091e-02
[22,] 6.774871e-03 1.336349e-02 2.460959e-02 4.233822e-02 6.810962e-02
[23,] 6.057730e-03 1.168144e-02 2.106107e-02 3.554918e-02 5.628127e-02
[24,] 4.232058e-03 8.012597e-03 1.423135e-02 2.377674e-02 3.750930e-02
[25,] 2.336918e-03 4.384087e-03 7.769315e-03 1.307300e-02 2.102159e-02
[26,] 1.045619e-03 1.979397e-03 3.583677e-03 6.251719e-03 1.058959e-02
[27,] 3.985710e-04 7.860691e-04 1.508102e-03 2.833087e-03 5.233012e-03
[28,] 1.438763e-04 3.114652e-04 6.664429e-04 1.409166e-03 2.934097e-03
[29,] 6.512238e-05 1.664312e-04 4.177561e-04 1.019823e-03 2.399937e-03
[30,] 5.806736e-05 1.686225e-04 4.646460e-04 1.209375e-03 2.964169e-03
[31,] 9.136818e-05 2.628720e-04 7.111426e-04 1.806510e-03 4.304588e-03
[32,] 1.819767e-04 4.860248e-04 1.225899e-03 2.916767e-03 6.538327e-03
[33,] 4.122026e-04 1.006688e-03 2.325149e-03 5.080021e-03 1.049689e-02
[34,] 9.542743e-04 2.163633e-03 4.621962e-03 9.313770e-03 1.772303e-02
[35,] 2.014731e-03 4.332078e-03 8.739370e-03 1.655924e-02 2.950387e-02
[36,] 3.643811e-03 7.532708e-03 1.457775e-02 2.642664e-02 4.490711e-02
[37,] 5.631582e-03 1.122722e-02 2.095927e-02 3.664424e-02 6.001473e-02
[38,] 7.956658e-03 1.512187e-02 2.699654e-02 4.526222e-02 7.125118e-02
[39,] 1.168857e-02 2.069587e-02 3.454901e-02 5.438992e-02 8.075270e-02
[40,] 1.894555e-02 3.106418e-02 4.795145e-02 6.977917e-02 9.585392e-02
[41,] 3.052150e-02 4.723107e-02 6.850319e-02 9.325205e-02 1.193412e-01
[42,] 4.298348e-02 6.401892e-02 8.912909e-02 1.161033e-01 1.416829e-01
[43,] 5.003414e-02 7.273209e-02 9.883350e-02 1.256483e-01 1.496011e-01
[44,] 4.864483e-02 7.008885e-02 9.465403e-02 1.199266e-01 1.427002e-01
[45,] 4.227425e-02 6.165535e-02 8.459147e-02 1.092324e-01 1.327959e-01
[46,] 3.605493e-02 5.399097e-02 7.605441e-02 1.007221e-01 1.253221e-01
[47,] 3.086355e-02 4.701328e-02 6.710518e-02 8.968358e-02 1.121460e-01
[48,] 2.446584e-02 3.715874e-02 5.270596e-02 6.978610e-02 8.622581e-02
[49,] 1.637541e-02 2.446539e-02 3.407935e-02 4.425237e-02 5.355982e-02
[50,] 8.782307e-03 1.282885e-02 1.746075e-02 2.214188e-02 2.616034e-02
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.443440e-06 3.373652e-06 7.344237e-06 1.489220e-05 2.813091e-05
 [2,] 9.835357e-06 2.239383e-05 4.749026e-05 9.380576e-05 1.725947e-04
 [3,] 5.186837e-05 1.150480e-04 2.376783e-04 4.573412e-04 8.196782e-04
 [4,] 2.117815e-04 4.576143e-04 9.209660e-04 1.726328e-03 3.014013e-03
 [5,] 6.702022e-04 1.410720e-03 2.765716e-03 5.050194e-03 8.589054e-03
 [6,] 1.649077e-03 3.381131e-03 6.456770e-03 1.148424e-02 1.902496e-02
 [7,] 3.184836e-03 6.358930e-03 1.182541e-02 2.048254e-02 3.304364e-02
 [8,] 4.957417e-03 9.632297e-03 1.743198e-02 2.938371e-02 4.613275e-02
 [9,] 6.635673e-03 1.252793e-02 2.203080e-02 3.608599e-02 5.505593e-02
[10,] 8.531768e-03 1.562105e-02 2.664106e-02 4.232183e-02 6.262542e-02
[11,] 1.137253e-02 2.018901e-02 3.338471e-02 5.142361e-02 7.378555e-02
[12,] 1.486108e-02 2.563075e-02 4.117984e-02 6.163898e-02 8.596592e-02
[13,] 1.701468e-02 2.857746e-02 4.473348e-02 6.528164e-02 8.886056e-02
[14,] 1.595962e-02 2.619560e-02 4.014227e-02 5.749824e-02 7.711408e-02
[15,] 1.233259e-02 1.998223e-02 3.040285e-02 4.359191e-02 5.917827e-02
[16,] 9.417419e-03 1.543302e-02 2.402385e-02 3.573447e-02 5.110403e-02
[17,] 1.163127e-02 1.920204e-02 3.019743e-02 4.547013e-02 6.586084e-02
[18,] 2.337482e-02 3.721485e-02 5.605111e-02 8.020888e-02 1.095606e-01
[19,] 4.681250e-02 7.151049e-02 1.027098e-01 1.391234e-01 1.783888e-01
[20,] 7.698572e-02 1.137376e-01 1.575204e-01 2.049563e-01 2.512844e-01
[21,] 1.001088e-01 1.440743e-01 1.943866e-01 2.464721e-01 2.947052e-01
[22,] 1.025935e-01 1.449849e-01 1.927765e-01 2.421459e-01 2.889630e-01
[23,] 8.380311e-02 1.178096e-01 1.571857e-01 2.004343e-01 2.463674e-01
[24,] 5.616064e-02 8.033525e-02 1.106693e-01 1.481061e-01 1.941326e-01
[25,] 3.255045e-02 4.892678e-02 7.191325e-02 1.038973e-01 1.478693e-01
[26,] 1.753439e-02 2.851076e-02 4.559801e-02 7.165141e-02 1.103008e-01
[27,] 9.514687e-03 1.700128e-02 2.975287e-02 5.078667e-02 8.421606e-02
[28,] 5.982648e-03 1.187248e-02 2.279732e-02 4.214289e-02 7.468825e-02
[29,] 5.405808e-03 1.159275e-02 2.357810e-02 4.535978e-02 8.239644e-02
[30,] 6.827788e-03 1.476198e-02 2.993494e-02 5.691597e-02 1.014614e-01
[31,] 9.613477e-03 2.011123e-02 3.939576e-02 7.225069e-02 1.240587e-01
[32,] 1.379194e-02 2.734610e-02 5.091636e-02 8.895477e-02 1.457392e-01
[33,] 2.050250e-02 3.782287e-02 6.583746e-02 1.080176e-01 1.668607e-01
[34,] 3.187262e-02 5.419863e-02 8.716141e-02 1.325414e-01 1.904859e-01
[35,] 4.948905e-02 7.824069e-02 1.167106e-01 1.644113e-01 2.188712e-01
[36,] 7.159130e-02 1.071679e-01 1.507805e-01 1.995902e-01 2.488239e-01
[37,] 9.210064e-02 1.324915e-01 1.787490e-01 2.263022e-01 2.690579e-01
[38,] 1.052925e-01 1.460509e-01 1.901597e-01 2.324498e-01 2.669081e-01
[39,] 1.130622e-01 1.492597e-01 1.857845e-01 2.180836e-01 2.416334e-01
[40,] 1.244538e-01 1.529217e-01 1.780759e-01 1.968997e-01 2.073506e-01
[41,] 1.438728e-01 1.638005e-01 1.767090e-01 1.815119e-01 1.788351e-01
[42,] 1.622423e-01 1.747544e-01 1.777113e-01 1.716516e-01 1.590888e-01
[43,] 1.670481e-01 1.752836e-01 1.733745e-01 1.625010e-01 1.456749e-01
[44,] 1.596504e-01 1.681780e-01 1.671423e-01 1.572282e-01 1.408226e-01
[45,] 1.520228e-01 1.639044e-01 1.664877e-01 1.594939e-01 1.445272e-01
[46,] 1.463951e-01 1.604541e-01 1.649508e-01 1.591144e-01 1.443370e-01
[47,] 1.311322e-01 1.433207e-01 1.464050e-01 1.398872e-01 1.253671e-01
[48,] 9.939391e-02 1.068834e-01 1.072591e-01 1.005785e-01 8.847248e-02
[49,] 6.042138e-02 6.354357e-02 6.234258e-02 5.717672e-02 4.929605e-02
[50,] 2.880040e-02 2.955636e-02 2.830722e-02 2.538071e-02 2.148439e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.951444e-05 8.125737e-05 0.0001245036 0.0001786866 0.0002419792
 [2,] 2.958388e-04 4.725492e-04 0.0007039096 0.0009794826 0.0012781342
 [3,] 1.368448e-03 2.128454e-03 0.0030854145 0.0041721117 0.0052732175
 [4,] 4.901441e-03 7.424980e-03 0.0104795666 0.0137868245 0.0169245558
 [5,] 1.360589e-02 2.007576e-02 0.0275945138 0.0353411700 0.0421972154
 [6,] 2.935515e-02 4.218843e-02 0.0564771408 0.0704327247 0.0818503994
 [7,] 4.965124e-02 6.948889e-02 0.0905847069 0.1099955154 0.1244337009
 [8,] 6.746147e-02 9.188580e-02 0.1165715366 0.1377531066 0.1516374911
 [9,] 7.823973e-02 1.035642e-01 0.1276892484 0.1466454904 0.1568810375
[10,] 8.632033e-02 1.108298e-01 0.1325527502 0.1476802778 0.1532786331
[11,] 9.862597e-02 1.228143e-01 0.1424898635 0.1540486506 0.1552266688
[12,] 1.117319e-01 1.353719e-01 0.1529542193 0.1612682449 0.1588178878
[13,] 1.129020e-01 1.340405e-01 0.1489361731 0.1552339047 0.1522633495
[14,] 9.707622e-02 1.151041e-01 0.1291444724 0.1379108916 0.1411154700
[15,] 7.651165e-02 9.483844e-02 0.1134404629 0.1316086043 0.1484311499
[16,] 7.063894e-02 9.467664e-02 0.1230678085 0.1547107132 0.1871406799
[17,] 9.205861e-02 1.243007e-01 0.1618901285 0.2026605635 0.2426898754
[18,] 1.434878e-01 1.808105e-01 0.2196203512 0.2570734772 0.2893672265
[19,] 2.174858e-01 2.533184e-01 0.2831986923 0.3050632327 0.3174755362
[20,] 2.914371e-01 3.213310e-01 0.3388457650 0.3441165838 0.3391360376
[21,] 3.338953e-01 3.607890e-01 0.3749472043 0.3786378028 0.3758850782
[22,] 3.300816e-01 3.643486e-01 0.3928434038 0.4182336491 0.4435949730
[23,] 2.947293e-01 3.463805e-01 0.4028566325 0.4654528951 0.5342618628
[24,] 2.507601e-01 3.201086e-01 0.4036332390 0.5012383838 0.6106110308
[25,] 2.071434e-01 2.847877e-01 0.3828362375 0.5014355130 0.6381074406
[26,] 1.657463e-01 2.422846e-01 0.3435260153 0.4713145304 0.6244604061
[27,] 1.351772e-01 2.093728e-01 0.3120759934 0.4465565781 0.6121397422
[28,] 1.264791e-01 2.041233e-01 0.3133448838 0.4568829818 0.6322152523
[29,] 1.411752e-01 2.280320e-01 0.3472090159 0.4985255282 0.6754552673
[30,] 1.696224e-01 2.660689e-01 0.3918846443 0.5425335370 0.7069831941
[31,] 1.994802e-01 3.004996e-01 0.4243773646 0.5624113485 0.7004326247
[32,] 2.238297e-01 3.222073e-01 0.4348015838 0.5502948254 0.6538211445
[33,] 2.424521e-01 3.310961e-01 0.4246990774 0.5115436966 0.5786458827
[34,] 2.585518e-01 3.311553e-01 0.3998757821 0.4548533451 0.4870856320
[35,] 2.754574e-01 3.277764e-01 0.3687146230 0.3919531110 0.3935532208
[36,] 2.924436e-01 3.243455e-01 0.3397653249 0.3364476600 0.3151905140
[37,] 3.006909e-01 3.162548e-01 0.3135406991 0.2936596438 0.2606229803
[38,] 2.881765e-01 2.930976e-01 0.2816852852 0.2570873597 0.2245253376
[39,] 2.532041e-01 2.518967e-01 0.2394812766 0.2198138513 0.1975140354
[40,] 2.090277e-01 2.034109e-01 0.1934838631 0.1827827895 0.1741811394
[41,] 1.709375e-01 1.611582e-01 0.1530095032 0.1491605943 0.1506302992
[42,] 1.438638e-01 1.301413e-01 0.1213643372 0.1194656362 0.1245487507
[43,] 1.269550e-01 1.104510e-01 0.0994496184 0.0959083144 0.1004037251
[44,] 1.214650e-01 1.030850e-01 0.0892972925 0.0829579537 0.0860311438
[45,] 1.247997e-01 1.044933e-01 0.0880118497 0.0793635501 0.0817645060
[46,] 1.239567e-01 1.025546e-01 0.0850625349 0.0759791519 0.0788105783
[47,] 1.062231e-01 8.684937e-02 0.0717684146 0.0648938063 0.0690227365
[48,] 7.377149e-02 5.985715e-02 0.0499951483 0.0468256744 0.0520272721
[49,] 4.054509e-02 3.295361e-02 0.0283620149 0.0281549734 0.0330835806
[50,] 1.754033e-02 1.449369e-02 0.0131535809 0.0140833707 0.0175194777
             [,16]        [,17]        [,18]        [,19]       [,20]
 [1,] 0.0003141689 0.0004035344 0.0005391127 0.0007887002 0.001280298
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 [4,] 1.177730e-02 6.519529e-03 3.426832e-03 1.717441e-03 8.237860e-04
 [5,] 1.255548e-02 7.555979e-03 4.368351e-03 2.422849e-03 1.285460e-03
 [6,] 1.750857e-02 1.153291e-02 7.199419e-03 4.242899e-03 2.352962e-03
 [7,] 2.806837e-02 1.894913e-02 1.197502e-02 7.074052e-03 3.902274e-03
 [8,] 4.020890e-02 2.680576e-02 1.666379e-02 9.656275e-03 5.214708e-03
 [9,] 4.622167e-02 3.011211e-02 1.827593e-02 1.033303e-02 5.442044e-03
[10,] 4.145435e-02 2.632720e-02 1.557379e-02 8.580880e-03 4.403644e-03
[11,] 2.882244e-02 1.783499e-02 1.027901e-02 5.517775e-03 2.758736e-03
[12,] 1.551946e-02 9.355772e-03 5.253102e-03 2.747164e-03 1.338091e-03
[13,] 6.503840e-03 3.820186e-03 2.090002e-03 1.065019e-03 5.055049e-04
[14,] 2.282777e-03 1.309162e-03 6.997271e-04 3.486710e-04 1.621459e-04
[15,] 1.258523e-03 7.152178e-04 3.814291e-04 1.922772e-04 9.342164e-05
[16,] 2.268327e-03 1.292189e-03 7.052351e-04 3.802278e-04 2.157983e-04
[17,] 5.230399e-03 3.048015e-03 1.775484e-03 1.099549e-03 7.812577e-04
[18,] 1.100008e-02 6.939791e-03 4.663731e-03 3.540975e-03 3.097172e-03
[19,] 2.248080e-02 1.633492e-02 1.311437e-02 1.178144e-02 1.152813e-02
[20,] 4.766500e-02 4.002884e-02 3.656462e-02 3.577497e-02 3.638403e-02
[21,] 1.015129e-01 9.370392e-02 9.111126e-02 9.168977e-02 9.351084e-02
[22,] 2.009069e-01 1.938890e-01 1.921393e-01 1.930550e-01 1.940422e-01
[23,] 3.512130e-01 3.430622e-01 3.380495e-01 3.335177e-01 3.268147e-01
[24,] 5.327847e-01 5.166948e-01 4.989978e-01 4.782290e-01 4.530193e-01
[25,] 7.010719e-01 6.685677e-01 6.284437e-01 5.817518e-01 5.297461e-01
[26,] 8.072727e-01 7.569830e-01 6.940154e-01 6.221198e-01 5.453967e-01
[27,] 8.274580e-01 7.706731e-01 6.982516e-01 6.151960e-01 5.271694e-01
[28,] 7.721700e-01 7.270625e-01 6.651342e-01 5.904091e-01 5.080677e-01
[29,] 6.666495e-01 6.457464e-01 6.080342e-01 5.549448e-01 4.896380e-01
[30,] 5.303189e-01 5.330108e-01 5.200088e-01 4.900841e-01 4.442088e-01
[31,] 3.794471e-01 3.948841e-01 3.969809e-01 3.831682e-01 3.532296e-01
[32,] 2.365636e-01 2.526752e-01 2.588833e-01 2.528499e-01 2.342628e-01
[33,] 1.248179e-01 1.353203e-01 1.396849e-01 1.365505e-01 1.259101e-01
[34,] 5.444406e-02 5.927307e-02 6.104173e-02 5.921823e-02 5.395953e-02
[35,] 1.927884e-02 2.088811e-02 2.129944e-02 2.038024e-02 1.826190e-02
[36,] 5.467053e-03 5.854077e-03 5.878258e-03 5.524020e-03 4.851735e-03
[37,] 1.232034e-03 1.295462e-03 1.275426e-03 1.173535e-03 1.008035e-03
[38,] 2.297968e-04 2.295257e-04 2.183378e-04 1.953732e-04 1.635791e-04
[39,] 6.669326e-05 4.516794e-05 3.420954e-05 2.712305e-05 2.125107e-05
[40,] 8.792957e-05 3.654075e-05 1.519122e-05 6.722154e-06 3.360168e-06
[41,] 1.534864e-04 5.898549e-05 2.122417e-05 7.191831e-06 2.327041e-06
[42,] 2.166888e-04 8.079439e-05 2.809589e-05 9.114005e-06 2.759694e-06
[43,] 2.405639e-04 8.716734e-05 2.945334e-05 9.280038e-06 2.726383e-06
[44,] 2.116877e-04 7.447758e-05 2.443668e-05 7.476914e-06 2.133256e-06
[45,] 1.499860e-04 5.117238e-05 1.628307e-05 4.832086e-06 1.337251e-06
[46,] 8.748621e-05 2.890328e-05 8.905806e-06 2.559228e-06 6.858740e-07
[47,] 4.303958e-05 1.375357e-05 4.098588e-06 1.139006e-06 2.951826e-07
[48,] 1.814186e-05 5.607167e-06 1.615752e-06 4.340941e-07 1.087376e-07
[49,] 6.537499e-06 1.956579e-06 5.457881e-07 1.419065e-07 3.439089e-08
[50,] 1.976390e-06 5.737964e-07 1.552275e-07 3.913033e-08 9.191840e-09
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 1.762573e-04 7.005362e-05 2.597767e-05 8.994247e-06 2.910362e-06
 [2,] 2.437057e-04 9.571499e-05 3.526667e-05 1.222142e-05 3.995982e-06
 [3,] 2.915596e-04 1.176007e-04 4.516824e-05 1.658502e-05 5.839915e-06
 [4,] 3.791961e-04 1.676882e-04 7.118580e-05 2.893803e-05 1.122420e-05
 [5,] 6.498890e-04 3.117872e-04 1.413814e-04 6.038618e-05 2.422478e-05
 [6,] 1.224637e-03 5.969674e-04 2.721286e-04 1.158733e-04 4.604867e-05
 [7,] 2.008628e-03 9.642290e-04 4.315125e-04 1.799788e-04 6.994862e-05
 [8,] 2.623973e-03 1.230113e-03 5.372171e-04 2.185485e-04 8.281701e-05
 [9,] 2.669721e-03 1.219910e-03 5.192055e-04 2.058237e-04 7.599606e-05
[10,] 2.104899e-03 9.371021e-04 3.885771e-04 1.500726e-04 5.398308e-05
[11,] 1.284661e-03 5.571840e-04 2.250818e-04 8.468653e-05 2.967704e-05
[12,] 6.070425e-04 2.564995e-04 1.009471e-04 3.700492e-05 1.263692e-05
[13,] 2.235012e-04 9.206885e-05 3.535998e-05 1.268800e-05 4.282117e-06
[14,] 7.059091e-05 2.903982e-05 1.159932e-05 4.822849e-06 2.363887e-06
[15,] 4.591634e-05 2.507901e-05 1.681250e-05 1.376902e-05 1.243957e-05
[16,] 1.412254e-04 1.120448e-04 1.025371e-04 9.886376e-05 9.425403e-05
[17,] 6.571152e-04 6.236807e-04 6.190871e-04 6.085766e-04 5.755260e-04
[18,] 3.001921e-03 3.034661e-03 3.052970e-03 2.973047e-03 2.760356e-03
[19,] 1.174822e-02 1.199327e-02 1.194728e-02 1.142629e-02 1.038618e-02
[20,] 3.731983e-02 3.770356e-02 3.689065e-02 3.454947e-02 3.071847e-02
[21,] 9.479258e-02 9.399116e-02 9.000557e-02 8.242168e-02 7.164290e-02
[22,] 1.925814e-01 1.864692e-01 1.742723e-01 1.557976e-01 1.322749e-01
[23,] 3.152881e-01 2.966411e-01 2.696319e-01 2.347385e-01 1.943244e-01
[24,] 4.218479e-01 3.833721e-01 3.372273e-01 2.847603e-01 2.291361e-01
[25,] 4.732565e-01 4.127917e-01 3.492139e-01 2.844050e-01 2.213703e-01
[26,] 4.672744e-01 3.902471e-01 3.162570e-01 2.472177e-01 1.851988e-01
[27,] 4.392385e-01 3.552999e-01 2.781443e-01 2.097772e-01 1.516176e-01
[28,] 4.233119e-01 3.407169e-01 2.640319e-01 1.961551e-01 1.390575e-01
[29,] 4.163649e-01 3.399722e-01 2.654392e-01 1.973091e-01 1.390515e-01
[30,] 3.855127e-01 3.189411e-01 2.504794e-01 1.860207e-01 1.302094e-01
[31,] 3.095717e-01 2.568800e-01 2.011139e-01 1.481251e-01 1.023917e-01
[32,] 2.050665e-01 1.690562e-01 1.309135e-01 9.503071e-02 6.456222e-02
[33,] 1.091769e-01 8.881511e-02 6.766246e-02 4.820779e-02 3.208808e-02
[34,] 4.608213e-02 3.682605e-02 2.750539e-02 1.918373e-02 1.248569e-02
[35,] 1.530217e-02 1.197777e-02 8.751457e-03 5.965137e-03 3.791528e-03
[36,] 3.978945e-03 3.044928e-03 2.173267e-03 1.446178e-03 8.969944e-04
[37,] 8.077910e-04 6.036258e-04 4.204792e-04 2.729800e-04 1.651415e-04
[38,] 1.278540e-04 9.319082e-05 6.331220e-05 4.008150e-05 2.364166e-05
[39,] 1.592478e-05 1.124082e-05 7.425367e-06 4.577765e-06 2.630970e-06
[40,] 1.903261e-06 1.153999e-06 7.025714e-07 4.124107e-07 2.288248e-07
[41,] 7.411792e-07 2.455084e-07 9.035655e-08 3.794344e-08 1.744047e-08
[42,] 7.813526e-07 2.077585e-07 5.242844e-08 1.285922e-08 3.211645e-09
[43,] 7.468898e-07 1.908214e-07 4.548874e-08 1.013070e-08 2.114634e-09
[44,] 5.675215e-07 1.407740e-07 3.255740e-08 7.020519e-09 1.411649e-09
[45,] 3.451051e-07 8.304860e-08 1.863523e-08 3.898885e-09 7.605588e-10
[46,] 1.714223e-07 3.995460e-08 8.684166e-09 1.760101e-09 3.326446e-10
[47,] 7.133889e-08 1.607797e-08 3.379097e-09 6.622627e-10 1.210359e-10
[48,] 2.539616e-08 5.530395e-09 1.122921e-09 2.125944e-10 3.752912e-11
[49,] 7.768841e-09 1.635882e-09 3.211003e-10 5.875329e-11 1.002158e-11
[50,] 2.012068e-09 4.104352e-10 7.802207e-11 1.382201e-11 2.282001e-12
             [,48]        [,49]        [,50]
 [1,] 8.813056e-07 2.501959e-07 6.674588e-08
 [2,] 1.237363e-06 3.643620e-07 1.024483e-07
 [3,] 1.975248e-06 6.416287e-07 1.997741e-07
 [4,] 4.136736e-06 1.442802e-06 4.744808e-07
 [5,] 9.107334e-06 3.203289e-06 1.052757e-06
 [6,] 1.706931e-05 5.899222e-06 1.900295e-06
 [7,] 2.532844e-05 8.544118e-06 2.684888e-06
 [8,] 2.923160e-05 9.610319e-06 2.942853e-06
 [9,] 2.613509e-05 8.371283e-06 2.497433e-06
[10,] 1.808615e-05 5.643731e-06 1.640283e-06
[11,] 9.686412e-06 2.944785e-06 8.339351e-07
[12,] 4.021880e-06 1.194651e-06 3.327185e-07
[13,] 1.387605e-06 4.572868e-07 1.727128e-07
[14,] 1.488684e-06 1.125083e-06 8.983488e-07
[15,] 1.132556e-05 9.928414e-06 8.225709e-06
[16,] 8.611631e-05 7.436458e-05 6.031067e-05
[17,] 5.162310e-04 4.360544e-04 3.455037e-04
[18,] 2.422858e-03 2.000348e-03 1.548580e-03
[19,] 8.914676e-03 7.194513e-03 5.443818e-03
[20,] 2.578129e-02 2.034352e-02 1.505116e-02
[21,] 5.878831e-02 4.536219e-02 3.282379e-02
[22,] 1.060720e-01 8.001900e-02 5.662651e-02
[23,] 1.521012e-01 1.120880e-01 7.753211e-02
[24,] 1.746420e-01 1.254971e-01 8.473618e-02
[25,] 1.636411e-01 1.142986e-01 7.514051e-02
[26,] 1.321393e-01 8.931795e-02 5.694844e-02
[27,] 1.044455e-01 6.823628e-02 4.210019e-02
[28,] 9.363596e-02 5.963970e-02 3.580431e-02
[29,] 9.256056e-02 5.801226e-02 3.414572e-02
[30,] 8.566922e-02 5.286325e-02 3.054100e-02
[31,] 6.630416e-02 4.016341e-02 2.273303e-02
[32,] 4.100137e-02 2.431772e-02 1.346021e-02
[33,] 1.993831e-02 1.155840e-02 6.248616e-03
[34,] 7.579530e-03 4.290060e-03 2.263389e-03
[35,] 2.246613e-03 1.240691e-03 6.384811e-04
[36,] 5.184829e-04 2.792510e-04 1.401284e-04
[37,] 9.308271e-05 4.888006e-05 2.391207e-05
[38,] 1.299122e-05 6.650169e-06 3.171092e-06
[39,] 1.408966e-06 7.029396e-07 3.266848e-07
[40,] 1.189748e-07 5.775991e-08 2.614464e-08
[41,] 8.204705e-09 3.761342e-09 1.637842e-09
[42,] 8.729055e-10 2.703390e-10 9.344577e-11
[43,] 4.169846e-10 7.911574e-11 1.500483e-11
[44,] 2.647706e-10 4.636608e-11 7.598836e-12
[45,] 1.383246e-10 2.345525e-11 3.708377e-12
[46,] 5.861948e-11 9.631789e-12 1.475575e-12
[47,] 2.062745e-11 3.278054e-12 4.857552e-13
[48,] 6.177341e-12 9.480989e-13 1.356830e-13
[49,] 1.593538e-12 2.362215e-13 3.264494e-14
[50,] 3.511246e-13 5.035216e-14 6.729710e-15

> 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  
    131.293       -2.515  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1z7e61257073136.ps tmp/1z7e61257073136.png")
> system("convert tmp/23w1w1257073136.ps tmp/23w1w1257073136.png")
> system("convert tmp/3jxzz1257073136.ps tmp/3jxzz1257073136.png")
> system("convert tmp/48efc1257073136.ps tmp/48efc1257073136.png")
> system("convert tmp/5z4v21257073136.ps tmp/5z4v21257073136.png")
> system("convert tmp/67qcr1257073136.ps tmp/67qcr1257073136.png")
> system("convert tmp/7bndb1257073136.ps tmp/7bndb1257073136.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.990   1.880   3.633