R version 2.9.0 (2009-04-17)
Copyright (C) 2009 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(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)
> y <- c(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)
> x <- c(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 = 'Werkloosheid vanaf 25 jaar'
> par6 = 'Werkloosheid jonger dan 25 jaar '
> 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/123a51256920932.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/27qik1256920932.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/3t0j11256920932.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/4jowe1256920932.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/53j0f1256920932.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  
    130.040       -2.385  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6hqd61256920932.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]  72.30016  74.34913  76.39810  78.44708  80.49605  82.54502  84.59400
 [8]  86.64297  88.69194  90.74092  92.78989  94.83886  96.88784  98.93681
[15] 100.98578 103.03476 105.08373 107.13270 109.18167 111.23065 113.27962
[22] 115.32859 117.37757 119.42654 121.47551 123.52449 125.57346 127.62243
[29] 129.67141 131.72038 133.76935 135.81833 137.86730 139.91627 141.96524
[36] 144.01422 146.06319 148.11216 150.16114 152.21011 154.25908 156.30806
[43] 158.35703 160.40600 162.45498 164.50395 166.55292 168.60190 170.65087
[50] 172.69984

$yords
 [1] 373.0851 375.4285 377.7720 380.1155 382.4589 384.8024 387.1459 389.4893
 [9] 391.8328 394.1763 396.5197 398.8632 401.2067 403.5501 405.8936 408.2371
[17] 410.5805 412.9240 415.2675 417.6109 419.9544 422.2979 424.6413 426.9848
[25] 429.3283 431.6717 434.0152 436.3587 438.7021 441.0456 443.3891 445.7325
[33] 448.0760 450.4195 452.7629 455.1064 457.4499 459.7933 462.1368 464.4803
[41] 466.8237 469.1672 471.5107 473.8541 476.1976 478.5411 480.8845 483.2280
[49] 485.5715 487.9149

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.003937e-03 5.023184e-03 5.176744e-03 4.410328e-03 3.147624e-03
 [2,] 4.521808e-03 6.570750e-03 7.839087e-03 7.716304e-03 6.323052e-03
 [3,] 4.308949e-03 7.250891e-03 1.001755e-02 1.140962e-02 1.078261e-02
 [4,] 3.473602e-03 6.760031e-03 1.081051e-02 1.425448e-02 1.557437e-02
 [5,] 2.386650e-03 5.347831e-03 9.876294e-03 1.506400e-02 1.904486e-02
 [6,] 1.427914e-03 3.634918e-03 7.693737e-03 1.352060e-02 1.975138e-02
 [7,] 7.872209e-04 2.196806e-03 5.214454e-03 1.042663e-02 1.748429e-02
 [8,] 4.488335e-04 1.280814e-03 3.238338e-03 7.125590e-03 1.344775e-02
 [9,] 2.984840e-04 8.198629e-04 2.047642e-03 4.639356e-03 9.397004e-03
[10,] 2.280891e-04 6.169788e-04 1.481561e-03 3.238630e-03 6.534455e-03
[11,] 1.779619e-04 5.052279e-04 1.227494e-03 2.616706e-03 5.052844e-03
[12,] 1.300083e-04 4.031567e-04 1.047805e-03 2.314371e-03 4.446735e-03
[13,] 8.594149e-05 2.957123e-04 8.450102e-04 2.019870e-03 4.089589e-03
[14,] 5.093668e-05 1.955494e-04 6.206051e-04 1.635626e-03 3.605119e-03
[15,] 2.700955e-05 1.160407e-04 4.107127e-04 1.201897e-03 2.922274e-03
[16,] 1.278017e-05 6.166066e-05 2.442259e-04 7.966884e-04 2.149104e-03
[17,] 5.367147e-06 2.921585e-05 1.300730e-04 4.750214e-04 1.428062e-03
[18,] 1.984619e-06 1.225528e-05 6.166892e-05 2.535083e-04 8.539600e-04
[19,] 6.402897e-07 4.509912e-06 2.580061e-05 1.201257e-04 4.563248e-04
[20,] 1.786616e-07 1.442349e-06 9.432200e-06 5.004041e-05 2.157879e-04
[21,] 4.279507e-08 3.975347e-07 2.985176e-06 1.814077e-05 8.933833e-05
[22,] 8.748248e-09 9.378256e-08 8.115046e-07 5.672319e-06 3.205932e-05
[23,] 1.519618e-09 1.883972e-08 1.883345e-07 1.518896e-06 9.889103e-06
[24,] 2.236143e-10 3.210847e-09 3.714887e-08 3.464418e-07 2.605353e-06
[25,] 2.781593e-11 4.630539e-10 6.208218e-09 6.705041e-08 5.835296e-07
[26,] 2.920711e-12 5.640789e-11 8.771001e-10 1.098206e-08 1.107462e-07
[27,] 2.586209e-13 5.797295e-12 1.046050e-10 1.519463e-09 1.777024e-08
[28,] 1.929905e-14 5.022726e-13 1.052076e-11 1.773735e-10 2.407138e-09
[29,] 1.213164e-15 3.666498e-14 8.917582e-13 1.745527e-11 2.749880e-10
[30,] 6.422301e-17 2.254284e-15 6.367418e-14 1.447334e-12 2.647529e-11
[31,] 2.862639e-18 1.167101e-16 3.828858e-15 1.010786e-13 2.147277e-12
[32,] 1.074221e-19 5.087264e-18 1.938575e-16 5.944224e-15 1.466658e-13
[33,] 3.393412e-21 1.866777e-19 8.263199e-18 2.943127e-16 8.434886e-15
[34,] 9.023427e-23 5.766383e-21 2.965039e-19 1.226750e-17 4.083977e-16
[35,] 2.019690e-24 1.499339e-22 8.955846e-21 4.304354e-19 1.664585e-17
[36,] 3.805070e-26 3.281451e-24 2.276976e-22 1.271285e-20 5.711111e-19
[37,] 6.033932e-28 6.044979e-26 4.872782e-24 3.160453e-22 1.649349e-20
[38,] 8.053662e-30 9.373050e-28 8.777186e-26 6.613307e-24 4.009327e-22
[39,] 9.047710e-32 1.223266e-29 1.330727e-27 1.164784e-25 8.203334e-24
[40,] 8.555283e-34 1.343730e-31 1.698146e-29 1.726736e-27 1.412748e-25
[41,] 6.808935e-36 1.242375e-33 1.823944e-31 2.154556e-29 2.047819e-27
[42,] 4.561129e-38 9.668124e-36 1.648911e-33 2.262765e-31 2.498439e-29
[43,] 2.571658e-40 6.332566e-38 1.254675e-35 2.000183e-33 2.565637e-31
[44,] 1.220410e-42 3.491153e-40 8.035575e-38 1.488168e-35 2.217552e-33
[45,] 4.874625e-45 1.619949e-42 4.331579e-40 9.319184e-38 1.613231e-35
[46,] 1.638792e-47 6.326752e-45 1.965272e-42 4.911918e-40 9.877943e-38
[47,] 4.637171e-50 2.079731e-47 7.504919e-45 2.179071e-42 5.090773e-40
[48,] 1.104407e-52 5.754141e-50 2.412216e-47 8.136520e-45 2.208248e-42
[49,] 2.213871e-55 1.339987e-52 6.525793e-50 2.557130e-47 8.062301e-45
[50,] 3.735269e-58 2.626439e-55 1.485926e-52 6.764157e-50 2.477519e-47
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.942595e-03 1.113397e-03 6.659148e-04 4.549400e-04 3.503363e-04
 [2,] 4.400111e-03 2.723720e-03 1.642659e-03 1.078913e-03 8.056754e-04
 [3,] 8.563953e-03 5.885290e-03 3.726918e-03 2.408338e-03 1.730417e-03
 [4,] 1.422176e-02 1.105283e-02 7.613076e-03 5.022602e-03 3.502388e-03
 [5,] 2.007612e-02 1.784953e-02 1.372458e-02 9.617587e-03 6.690909e-03
 [6,] 2.406907e-02 2.463994e-02 2.151243e-02 1.655192e-02 1.194335e-02
 [7,] 2.457270e-02 2.902728e-02 2.905808e-02 2.512782e-02 1.953766e-02
 [8,] 2.157039e-02 2.929400e-02 3.373240e-02 3.323906e-02 2.868172e-02
 [9,] 1.670566e-02 2.567643e-02 3.382294e-02 3.814837e-02 3.719922e-02
[10,] 1.211150e-02 2.023604e-02 2.983081e-02 3.821618e-02 4.235834e-02
[11,] 9.093823e-03 1.539607e-02 2.414989e-02 3.416089e-02 4.261531e-02
[12,] 7.694564e-03 1.246943e-02 1.936732e-02 2.857026e-02 3.880583e-02
[13,] 7.170681e-03 1.128946e-02 1.671164e-02 2.405513e-02 3.354651e-02
[14,] 6.727329e-03 1.086820e-02 1.578873e-02 2.169929e-02 2.934730e-02
[15,] 5.948025e-03 1.026913e-02 1.540498e-02 2.091783e-02 2.713402e-02
[16,] 4.820831e-03 9.071335e-03 1.453882e-02 2.040150e-02 2.622149e-02
[17,] 3.550649e-03 7.349952e-03 1.280331e-02 1.912366e-02 2.531141e-02
[18,] 2.366560e-03 5.424835e-03 1.037058e-02 1.676128e-02 2.346013e-02
[19,] 1.418881e-03 3.627051e-03 7.671720e-03 1.356671e-02 2.042354e-02
[20,] 7.582497e-04 2.178436e-03 5.142373e-03 1.005244e-02 1.649492e-02
[21,] 3.571955e-04 1.162345e-03 3.089495e-03 6.745835e-03 1.221974e-02
[22,] 1.466984e-04 5.444099e-04 1.642657e-03 4.045822e-03 8.190082e-03
[23,] 5.202267e-05 2.213837e-04 7.633965e-04 2.138738e-03 4.890586e-03
[24,] 1.580903e-05 7.746142e-05 3.068248e-04 9.841714e-04 2.563998e-03
[25,] 4.093709e-06 2.316252e-05 1.057751e-04 3.902933e-04 1.165813e-03
[26,] 8.996880e-07 5.890043e-06 3.108927e-05 1.323960e-04 4.554345e-04
[27,] 1.673530e-07 1.269418e-06 7.757762e-06 3.821412e-05 1.518408e-04
[28,] 2.629845e-08 2.313329e-07 1.638725e-06 9.351046e-06 4.300313e-05
[29,] 3.486895e-09 3.559114e-08 2.924666e-07 1.935179e-06 1.031338e-05
[30,] 3.897613e-10 4.618157e-09 4.404386e-08 3.381420e-07 2.090201e-06
[31,] 3.670871e-11 5.050323e-10 5.591914e-09 4.983396e-08 3.574893e-07
[32,] 2.912008e-12 4.652611e-11 5.982135e-10 6.190015e-09 5.155061e-08
[33,] 1.945201e-13 3.609705e-12 5.390272e-11 6.477311e-10 6.263873e-09
[34,] 1.093996e-14 2.358080e-13 4.089942e-12 5.708223e-11 6.410936e-10
[35,] 5.179679e-16 1.296886e-14 2.612803e-13 4.235684e-12 5.525346e-11
[36,] 2.064396e-17 6.004298e-16 1.405176e-14 2.646079e-13 4.009427e-12
[37,] 6.925768e-19 2.340004e-17 6.361511e-16 1.391560e-14 2.449308e-13
[38,] 1.955756e-20 7.676243e-19 2.424236e-17 6.160210e-16 1.259538e-14
[39,] 4.648623e-22 2.119571e-20 7.776099e-19 2.295448e-17 5.452117e-16
[40,] 9.300188e-24 4.926146e-22 2.099481e-20 7.199576e-19 1.986515e-17
[41,] 1.566076e-25 9.636565e-24 4.771115e-22 1.900670e-20 6.092314e-19
[42,] 2.219655e-27 1.586681e-25 9.126026e-24 4.223401e-22 1.572645e-20
[43,] 2.647938e-29 2.198911e-27 1.469248e-25 7.898971e-24 3.416907e-22
[44,] 2.658781e-31 2.564948e-29 1.990956e-27 1.243462e-25 6.248709e-24
[45,] 2.246994e-33 2.518223e-31 2.270772e-29 1.647558e-27 9.618212e-26
[46,] 1.598338e-35 2.080931e-33 2.179885e-31 1.837373e-29 1.246084e-27
[47,] 9.569357e-38 1.447333e-35 1.761332e-33 1.724653e-31 1.358777e-29
[48,] 4.822185e-40 8.472794e-38 1.197833e-35 1.362553e-33 1.247087e-31
[49,] 2.045276e-42 4.174762e-40 6.856432e-38 9.060502e-36 9.633687e-34
[50,] 7.301412e-45 1.731345e-42 3.303293e-40 5.071054e-38 6.263766e-36
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.859783e-04 2.341058e-04 1.819663e-04 1.282010e-04 7.987489e-05
 [2,] 6.570303e-04 5.547194e-04 4.605278e-04 3.564606e-04 2.474600e-04
 [3,] 1.385616e-03 1.182119e-03 1.025669e-03 8.585801e-04 6.594698e-04
 [4,] 2.716644e-03 2.298352e-03 2.037715e-03 1.807436e-03 1.517698e-03
 [5,] 5.014686e-03 4.138081e-03 3.668451e-03 3.366876e-03 3.036752e-03
 [6,] 8.791178e-03 7.008861e-03 6.090397e-03 5.639504e-03 5.338366e-03
 [7,] 1.460927e-02 1.132789e-02 9.508673e-03 8.665084e-03 8.371222e-03
 [8,] 2.267792e-02 1.757014e-02 1.423804e-02 1.251041e-02 1.196153e-02
 [9,] 3.218722e-02 2.591889e-02 2.070555e-02 1.742000e-02 1.602213e-02
[10,] 4.100340e-02 3.562675e-02 2.913730e-02 2.385641e-02 2.079938e-02
[11,] 4.647718e-02 4.468047e-02 3.890734e-02 3.216286e-02 2.689881e-02
[12,] 4.713643e-02 5.053908e-02 4.814449e-02 4.185017e-02 3.483524e-02
[13,] 4.380781e-02 5.174860e-02 5.439618e-02 5.115308e-02 4.422146e-02
[14,] 3.898328e-02 4.901628e-02 5.618022e-02 5.767137e-02 5.333113e-02
[15,] 3.498695e-02 4.460542e-02 5.403467e-02 5.989827e-02 5.980797e-02
[16,] 3.261713e-02 4.061736e-02 4.996215e-02 5.823947e-02 6.220080e-02
[17,] 3.120591e-02 3.776942e-02 4.583711e-02 5.446907e-02 6.089463e-02
[18,] 2.959680e-02 3.550859e-02 4.231527e-02 5.022984e-02 5.749323e-02
[19,] 2.700736e-02 3.291648e-02 3.898968e-02 4.607163e-02 5.336936e-02
[20,] 2.327761e-02 2.942909e-02 3.521499e-02 4.167813e-02 4.885521e-02
[21,] 1.869999e-02 2.498335e-02 3.068365e-02 3.665085e-02 4.360524e-02
[22,] 1.380350e-02 1.985475e-02 2.546953e-02 3.096769e-02 3.740641e-02
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[10,] 9.637548e-04 8.483275e-04 6.441294e-04 4.142976e-04 2.223370e-04
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[34,] 1.334193e-02 8.035889e-03 4.482409e-03 2.295203e-03 1.051180e-03
[35,] 1.568939e-02 9.417344e-03 5.121044e-03 2.551302e-03 1.166832e-03
[36,] 1.903519e-02 1.181224e-02 6.507472e-03 3.189479e-03 1.410454e-03
[37,] 2.289323e-02 1.490353e-02 8.624001e-03 4.367956e-03 1.934701e-03
[38,] 2.677808e-02 1.822360e-02 1.116898e-02 6.024633e-03 2.813311e-03
[39,] 3.011217e-02 2.131214e-02 1.373707e-02 7.906103e-03 3.975120e-03
[40,] 3.217372e-02 2.367415e-02 1.594136e-02 9.696488e-03 5.230415e-03
[41,] 3.242741e-02 2.479136e-02 1.740584e-02 1.110655e-02 6.357685e-03
[42,] 3.094541e-02 2.439797e-02 1.780668e-02 1.188326e-02 7.163846e-03
[43,] 2.830181e-02 2.273953e-02 1.707339e-02 1.185559e-02 7.498333e-03
[44,] 2.497248e-02 2.038033e-02 1.551552e-02 1.106270e-02 7.289818e-03
[45,] 2.100359e-02 1.769812e-02 1.360774e-02 9.793456e-03 6.617095e-03
[46,] 1.636238e-02 1.468612e-02 1.161342e-02 8.397323e-03 5.703893e-03
[47,] 1.143683e-02 1.128646e-02 9.493903e-03 7.035597e-03 4.778276e-03
[48,] 6.996214e-03 7.769708e-03 7.187058e-03 5.659197e-03 3.926608e-03
[49,] 3.687296e-03 4.672057e-03 4.866422e-03 4.214823e-03 3.104357e-03
[50,] 1.662893e-03 2.416060e-03 2.873350e-03 2.803987e-03 2.272238e-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  
    304.944        1.114  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7ryzv1256920932.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] -0.24358924 -0.06629989  0.11098947  0.28827883  0.46556819  0.64285754
 [7]  0.82014690  0.99743626  1.17472561  1.35201497  1.52930433  1.70659368
[13]  1.88388304  2.06117240  2.23846175  2.41575111  2.59304047  2.77032982
[19]  2.94761918  3.12490854  3.30219789  3.47948725  3.65677661  3.83406596
[25]  4.01135532  4.18864468  4.36593404  4.54322339  4.72051275  4.89780211
[31]  5.07509146  5.25238082  5.42967018  5.60695953  5.78424889  5.96153825
[37]  6.13882760  6.31611696  6.49340632  6.67069567  6.84798503  7.02527439
[43]  7.20256374  7.37985310  7.55714246  7.73443181  7.91172117  8.08901053
[49]  8.26629989  8.44358924

$yords
 [1] 373.0851 375.4285 377.7720 380.1155 382.4589 384.8024 387.1459 389.4893
 [9] 391.8328 394.1763 396.5197 398.8632 401.2067 403.5501 405.8936 408.2371
[17] 410.5805 412.9240 415.2675 417.6109 419.9544 422.2979 424.6413 426.9848
[25] 429.3283 431.6717 434.0152 436.3587 438.7021 441.0456 443.3891 445.7325
[33] 448.0760 450.4195 452.7629 455.1064 457.4499 459.7933 462.1368 464.4803
[41] 466.8237 469.1672 471.5107 473.8541 476.1976 478.5411 480.8845 483.2280
[49] 485.5715 487.9149

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 6.815007e-24 1.355774e-22 2.436830e-21 3.957123e-20 5.805636e-19
 [2,] 2.136457e-22 3.987863e-21 6.725270e-20 1.024712e-18 1.410637e-17
 [3,] 5.080917e-21 8.895934e-20 1.407288e-18 2.011472e-17 2.597655e-16
 [4,] 9.212268e-20 1.511791e-18 2.241860e-17 3.004067e-16 3.637375e-15
 [5,] 1.290243e-18 1.980704e-17 2.748436e-16 3.447078e-15 3.907501e-14
 [6,] 1.441752e-17 2.060900e-16 2.664522e-15 3.115592e-14 3.294472e-13
 [7,] 1.373508e-16 1.812815e-15 2.166209e-14 2.343299e-13 2.294515e-12
 [8,] 1.219650e-15 1.474002e-14 1.613710e-13 1.600356e-12 1.437685e-11
 [9,] 1.048260e-14 1.161067e-13 1.164252e-12 1.057015e-11 8.689616e-11
[10,] 8.217048e-14 8.415841e-13 7.795783e-12 6.531896e-11 4.950796e-10
[11,] 5.384793e-13 5.138865e-12 4.433064e-11 3.456941e-10 2.436950e-09
[12,] 2.804629e-12 2.500309e-11 2.015115e-10 1.468113e-09 9.668237e-09
[13,] 1.175418e-11 9.713227e-11 7.272361e-10 4.930532e-09 3.025718e-08
[14,] 4.769874e-11 3.504637e-10 2.352404e-09 1.440563e-08 8.037543e-08
[15,] 2.910942e-10 1.805718e-09 1.024811e-08 5.326737e-08 2.537577e-07
[16,] 2.558746e-09 1.409470e-08 7.040088e-08 3.191287e-07 1.314199e-06
[17,] 2.091033e-08 1.068275e-07 4.934332e-07 2.061072e-06 7.787646e-06
[18,] 1.342343e-07 6.423485e-07 2.777731e-06 1.085590e-05 3.834989e-05
[19,] 6.557626e-07 2.944098e-06 1.194409e-05 4.379196e-05 1.451263e-04
[20,] 2.425622e-06 1.021994e-05 3.891248e-05 1.339069e-04 4.165643e-04
[21,] 6.788320e-06 2.684359e-05 9.593325e-05 3.099035e-04 9.051829e-04
[22,] 1.437226e-05 5.334385e-05 1.789554e-04 5.427696e-04 1.488914e-03
[23,] 2.302148e-05 8.020825e-05 2.526312e-04 7.196096e-04 1.854833e-03
[24,] 2.790603e-05 9.129198e-05 2.700943e-04 7.231329e-04 1.753817e-03
[25,] 2.564268e-05 7.887084e-05 2.196678e-04 5.548354e-04 1.274064e-03
[26,] 1.816075e-05 5.302164e-05 1.411092e-04 3.441794e-04 7.757649e-04
[27,] 1.183850e-05 3.524461e-05 9.837262e-05 2.598889e-04 6.551766e-04
[28,] 1.705629e-05 5.757943e-05 1.805756e-04 5.255664e-04 1.418326e-03
[29,] 5.845946e-05 1.931127e-04 5.824772e-04 1.606275e-03 4.055952e-03
[30,] 1.927526e-04 5.935968e-04 1.663384e-03 4.247527e-03 9.900734e-03
[31,] 4.974227e-04 1.427113e-03 3.720159e-03 8.823360e-03 1.907319e-02
[32,] 9.832640e-04 2.634597e-03 6.409365e-03 1.417744e-02 2.856890e-02
[33,] 1.486763e-03 3.732564e-03 8.510943e-03 1.765899e-02 3.342773e-02
[34,] 1.737176e-03 4.117064e-03 8.889015e-03 1.753981e-02 3.176773e-02
[35,] 1.641910e-03 3.758919e-03 7.915889e-03 1.541432e-02 2.791720e-02
[36,] 1.462554e-03 3.413438e-03 7.426342e-03 1.509472e-02 2.868540e-02
[37,] 1.633868e-03 4.009133e-03 9.116736e-03 1.916848e-02 3.717732e-02
[38,] 2.581611e-03 6.229285e-03 1.380286e-02 2.806848e-02 5.235396e-02
[39,] 5.106211e-03 1.131161e-02 2.304043e-02 4.320171e-02 7.463012e-02
[40,] 1.100740e-02 2.200421e-02 4.045486e-02 6.861761e-02 1.076867e-01
[41,] 2.218414e-02 4.048326e-02 6.775797e-02 1.044530e-01 1.489926e-01
[42,] 3.721365e-02 6.283231e-02 9.706647e-02 1.378308e-01 1.809106e-01
[43,] 4.924539e-02 7.770849e-02 1.122057e-01 1.490710e-01 1.835660e-01
[44,] 5.086694e-02 7.601006e-02 1.045451e-01 1.334836e-01 1.599884e-01
[45,] 4.223235e-02 6.156700e-02 8.405170e-02 1.087633e-01 1.349987e-01
[46,] 3.099985e-02 4.670423e-02 6.731682e-02 9.322134e-02 1.239521e-01
[47,] 2.341907e-02 3.800308e-02 5.860975e-02 8.527508e-02 1.162370e-01
[48,] 1.903111e-02 3.205012e-02 5.004296e-02 7.205536e-02 9.540814e-02
[49,] 1.456897e-02 2.403791e-02 3.622304e-02 4.979015e-02 6.245498e-02
[50,] 9.215479e-03 1.446601e-02 2.062166e-02 2.671090e-02 3.149597e-02
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.695483e-18 9.215892e-17 9.971392e-16 9.747372e-15 8.608633e-14
 [2,] 1.754485e-16 1.971533e-15 2.001609e-14 1.835995e-13 1.521535e-12
 [3,] 3.030982e-15 3.195345e-14 3.043575e-13 2.619252e-12 2.036564e-11
 [4,] 3.979587e-14 3.934175e-13 3.514240e-12 2.836376e-11 2.068465e-10
 [5,] 4.003265e-13 3.706658e-12 3.101645e-11 2.345463e-10 1.602811e-09
 [6,] 3.150085e-12 2.723446e-11 2.128864e-10 1.504458e-09 9.611506e-09
 [7,] 2.033501e-11 1.630956e-10 1.183698e-09 7.773074e-09 4.618026e-08
 [8,] 1.169912e-10 8.623161e-10 5.756783e-09 3.480668e-08 1.905823e-07
 [9,] 6.469092e-10 4.361582e-09 2.663384e-08 1.473120e-07 7.380372e-07
[10,] 3.394750e-09 2.106104e-08 1.182321e-07 6.006460e-07 2.761693e-06
[11,] 1.553053e-08 8.948122e-08 4.661305e-07 2.195529e-06 9.350960e-06
[12,] 5.755016e-08 3.096328e-07 1.505719e-06 6.618167e-06 2.629257e-05
[13,] 1.680067e-07 8.438535e-07 3.833140e-06 1.574404e-05 5.846526e-05
[14,] 4.080685e-07 1.883041e-06 7.889731e-06 2.998916e-05 1.033372e-04
[15,] 1.108336e-06 4.438091e-06 1.628566e-05 5.472330e-05 1.682215e-04
[16,] 4.922448e-06 1.679270e-05 5.225781e-05 1.485999e-04 3.868522e-04
[17,] 2.662827e-05 8.244138e-05 2.312875e-04 5.886369e-04 1.361253e-03
[18,] 1.224858e-04 3.538233e-04 9.249274e-04 2.189924e-03 4.702785e-03
[19,] 4.348296e-04 1.178385e-03 2.890192e-03 6.422048e-03 1.294856e-02
[20,] 1.171844e-03 2.982592e-03 6.874057e-03 1.436454e-02 2.727187e-02
[21,] 2.391634e-03 5.720192e-03 1.239856e-02 2.439711e-02 4.370135e-02
[22,] 3.696418e-03 8.313518e-03 1.696548e-02 3.149164e-02 5.337293e-02
[23,] 4.330328e-03 9.170638e-03 1.765958e-02 3.103776e-02 5.007475e-02
[24,] 3.859562e-03 7.727767e-03 1.413878e-02 2.379813e-02 3.722324e-02
[25,] 2.670688e-03 5.144034e-03 9.195662e-03 1.547393e-02 2.494254e-02
[26,] 1.635022e-03 3.271206e-03 6.312028e-03 1.188637e-02 2.191308e-02
[27,] 1.583200e-03 3.665407e-03 8.090325e-03 1.689632e-02 3.312590e-02
[28,] 3.546147e-03 8.208423e-03 1.757884e-02 3.480599e-02 6.367367e-02
[29,] 9.393392e-03 1.998761e-02 3.914186e-02 7.065368e-02 1.177096e-01
[30,] 2.110788e-02 4.125101e-02 7.407867e-02 1.225561e-01 1.872775e-01
[31,] 3.765789e-02 6.808747e-02 1.130899e-01 1.731920e-01 2.455759e-01
[32,] 5.257843e-02 8.867408e-02 1.376403e-01 1.977035e-01 2.644872e-01
[33,] 5.793937e-02 9.240723e-02 1.364925e-01 1.882110e-01 2.444573e-01
[34,] 5.311622e-02 8.257835e-02 1.203664e-01 1.658906e-01 2.177252e-01
[35,] 4.730572e-02 7.538987e-02 1.134111e-01 1.612885e-01 2.167132e-01
[36,] 5.092962e-02 8.432685e-02 1.299026e-01 1.857329e-01 2.459844e-01
[37,] 6.637327e-02 1.088898e-01 1.639510e-01 2.263749e-01 2.865283e-01
[38,] 8.952701e-02 1.402990e-01 2.014182e-01 2.648232e-01 3.187979e-01
[39,] 1.188257e-01 1.743718e-01 2.357290e-01 2.933374e-01 3.356447e-01
[40,] 1.567332e-01 2.118599e-01 2.660502e-01 3.101551e-01 3.351380e-01
[41,] 1.975566e-01 2.444738e-01 2.831348e-01 3.072769e-01 3.125052e-01
[42,] 2.209264e-01 2.527470e-01 2.726704e-01 2.789976e-01 2.721102e-01
[43,] 2.114716e-01 2.304286e-01 2.403130e-01 2.426344e-01 2.395597e-01
[44,] 1.824272e-01 2.006947e-01 2.156582e-01 2.282157e-01 2.386619e-01
[45,] 1.622234e-01 1.896326e-01 2.157350e-01 2.384276e-01 2.556662e-01
[46,] 1.576081e-01 1.907400e-01 2.190894e-01 2.390245e-01 2.490002e-01
[47,] 1.477402e-01 1.748528e-01 1.931649e-01 2.005968e-01 1.983864e-01
[48,] 1.161569e-01 1.303980e-01 1.358854e-01 1.331249e-01 1.253624e-01
[49,] 7.166661e-02 7.563990e-02 7.422543e-02 6.914191e-02 6.343857e-02
[50,] 3.394628e-02 3.372841e-02 3.144842e-02 2.850703e-02 2.662771e-02
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.869036e-13 4.951907e-12 3.225261e-11 1.897904e-10 1.009030e-09
 [2,] 1.139227e-11 7.706479e-11 4.709983e-10 2.600763e-09 1.297484e-08
 [3,] 1.430687e-10 9.080629e-10 5.207283e-09 2.697926e-08 1.262911e-07
 [4,] 1.362952e-09 8.114431e-09 4.364932e-08 2.121468e-07 9.316085e-07
 [5,] 9.897922e-09 5.523374e-08 2.785196e-07 1.269085e-06 5.225202e-06
 [6,] 5.550844e-08 2.897754e-07 1.367348e-06 5.831683e-06 2.247965e-05
 [7,] 2.481928e-07 1.206566e-06 5.305224e-06 2.109649e-05 7.586408e-05
 [8,] 9.449362e-07 4.242118e-06 1.724174e-05 6.343866e-05 2.112789e-04
 [9,] 3.349421e-06 1.376964e-05 5.127909e-05 1.729901e-04 5.286357e-04
[10,] 1.149345e-05 4.330017e-05 1.476852e-04 4.560742e-04 1.275339e-03
[11,] 3.601545e-05 1.254503e-04 3.952214e-04 1.126250e-03 2.903323e-03
[12,] 9.441423e-05 3.064531e-04 8.991445e-04 2.384821e-03 5.718342e-03
[13,] 1.962729e-04 5.956357e-04 1.633998e-03 4.052119e-03 9.084570e-03
[14,] 3.226218e-04 9.122119e-04 2.335344e-03 5.412827e-03 1.135996e-02
[15,] 4.725910e-04 1.212200e-03 2.836930e-03 6.056311e-03 1.179940e-02
[16,] 9.239347e-04 2.029313e-03 4.110825e-03 7.709320e-03 1.345360e-02
[17,] 2.867336e-03 5.521560e-03 9.775084e-03 1.604447e-02 2.471704e-02
[18,] 9.180180e-03 1.634795e-02 2.670834e-02 4.038363e-02 5.724401e-02
[19,] 2.375008e-02 3.978478e-02 6.123531e-02 8.737638e-02 1.170173e-01
[20,] 4.719018e-02 7.477913e-02 1.092822e-01 1.487264e-01 1.908424e-01
[21,] 7.155495e-02 1.077525e-01 1.505163e-01 1.972198e-01 2.455457e-01
[22,] 8.306373e-02 1.196754e-01 1.613751e-01 2.063549e-01 2.536647e-01
[23,] 7.478646e-02 1.046020e-01 1.390084e-01 1.782533e-01 2.235034e-01
[24,] 5.485913e-02 7.747858e-02 1.066465e-01 1.448235e-01 1.948134e-01
[25,] 3.918386e-02 6.068101e-02 9.276208e-02 1.389280e-01 2.015998e-01
[26,] 3.929777e-02 6.774534e-02 1.109136e-01 1.709271e-01 2.467409e-01
[27,] 6.055997e-02 1.027485e-01 1.613409e-01 2.342560e-01 3.146852e-01
[28,] 1.075579e-01 1.676879e-01 2.412433e-01 3.203213e-01 3.928133e-01
[29,] 1.811854e-01 2.578682e-01 3.395209e-01 4.137165e-01 4.667388e-01
[30,] 2.649868e-01 3.479555e-01 4.248141e-01 4.829224e-01 5.116816e-01
[31,] 3.238370e-01 3.988989e-01 4.607960e-01 5.007149e-01 5.127584e-01
[32,] 3.318832e-01 3.933115e-01 4.426511e-01 4.745927e-01 4.848511e-01
[33,] 3.016839e-01 3.560910e-01 4.031684e-01 4.372511e-01 4.520720e-01
[34,] 2.732578e-01 3.280501e-01 3.754928e-01 4.075519e-01 4.168794e-01
[35,] 2.744882e-01 3.267227e-01 3.643063e-01 3.794438e-01 3.682887e-01
[36,] 3.013458e-01 3.412249e-01 3.570868e-01 3.454632e-01 3.091539e-01
[37,] 3.324533e-01 3.537158e-01 3.452966e-01 3.095246e-01 2.550299e-01
[38,] 3.513058e-01 3.543236e-01 3.270634e-01 2.763224e-01 2.137462e-01
[39,] 3.527318e-01 3.400817e-01 3.005626e-01 2.434434e-01 1.808833e-01
[40,] 3.350328e-01 3.093828e-01 2.638048e-01 2.081408e-01 1.530156e-01
[41,] 2.977449e-01 2.660011e-01 2.237984e-01 1.792523e-01 1.395606e-01
[42,] 2.543112e-01 2.294608e-01 2.022555e-01 1.771620e-01 1.573100e-01
[43,] 2.331950e-01 2.253432e-01 2.175450e-01 2.110762e-01 2.066542e-01
[44,] 2.467224e-01 2.521100e-01 2.551139e-01 2.566731e-01 2.576589e-01
[45,] 2.663994e-01 2.712377e-01 2.723968e-01 2.726957e-01 2.738548e-01
[46,] 2.503011e-01 2.466862e-01 2.429810e-01 2.430062e-01 2.475761e-01
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[32,] 9.460474e-02 1.453501e-01 2.102827e-01 2.868065e-01 3.694952e-01
[33,] 4.939535e-02 7.532260e-02 1.081323e-01 1.463947e-01 1.873034e-01
[34,] 2.149943e-02 3.237375e-02 4.593223e-02 6.152876e-02 7.798441e-02
[35,] 7.651822e-03 1.135139e-02 1.589635e-02 2.105934e-02 2.644059e-02
[36,] 2.204369e-03 3.221118e-03 4.457242e-03 5.848997e-03 7.282231e-03
[37,] 5.194829e-04 7.415646e-04 1.013734e-03 1.319187e-03 1.628428e-03
[38,] 1.208464e-04 1.465746e-04 1.900566e-04 2.425276e-04 2.951631e-04
[39,] 6.941944e-05 4.026150e-05 3.433389e-05 3.767690e-05 4.347416e-05
[40,] 9.502075e-05 3.409281e-05 1.308950e-05 6.972996e-06 5.678068e-06
[41,] 1.279275e-04 4.167197e-05 1.254144e-05 3.679407e-06 1.256490e-06
[42,] 1.474899e-04 4.628312e-05 1.324239e-05 3.469240e-06 8.476823e-07
[43,] 1.487689e-04 4.535037e-05 1.258582e-05 3.179429e-06 7.316119e-07
[44,] 1.315258e-04 3.876148e-05 1.037672e-05 2.522041e-06 5.562453e-07
[45,] 9.858327e-05 2.780722e-05 7.108821e-06 1.646415e-06 3.453176e-07
[46,] 5.998663e-05 1.605351e-05 3.887809e-06 8.518312e-07 1.688197e-07
[47,] 2.867472e-05 7.241103e-06 1.653347e-06 3.412897e-07 6.368481e-08
[48,] 1.056349e-05 2.509864e-06 5.389703e-07 1.045987e-07 1.834472e-08
[49,] 2.969692e-06 6.629488e-07 1.337317e-07 2.437605e-08 4.014720e-09
[50,] 6.341006e-07 1.329124e-07 2.517206e-08 4.307380e-09 6.659515e-10
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 3.725394e-02 4.465714e-02 4.840566e-02 4.742410e-02 4.198693e-02
 [2,] 7.828218e-02 8.798106e-02 8.946481e-02 8.225495e-02 6.836024e-02
 [3,] 1.246517e-01 1.313247e-01 1.253218e-01 1.082294e-01 8.457356e-02
 [4,] 1.509134e-01 1.492078e-01 1.340166e-01 1.092848e-01 8.099354e-02
 [5,] 1.409571e-01 1.319766e-01 1.133609e-01 8.953670e-02 6.542132e-02
 [6,] 1.084300e-01 1.004215e-01 8.788906e-02 7.314002e-02 5.824569e-02
 [7,] 8.577741e-02 8.735646e-02 8.623900e-02 8.150751e-02 7.281870e-02
 [8,] 9.290830e-02 1.058622e-01 1.130931e-01 1.116289e-01 1.009335e-01
 [9,] 1.190916e-01 1.368759e-01 1.436435e-01 1.369402e-01 1.183077e-01
[10,] 1.342619e-01 1.474217e-01 1.466659e-01 1.320009e-01 1.074056e-01
[11,] 1.186135e-01 1.226373e-01 1.147074e-01 9.698488e-02 7.410257e-02
[12,] 8.009475e-02 7.760317e-02 6.807367e-02 5.399848e-02 3.871404e-02
[13,] 4.151934e-02 3.741643e-02 3.067174e-02 2.278635e-02 1.531606e-02
[14,] 1.729196e-02 1.410039e-02 1.064798e-02 7.355229e-03 4.619508e-03
[15,] 7.204087e-03 4.871844e-03 3.210019e-03 2.011177e-03 1.182255e-03
[16,] 5.380085e-03 3.060009e-03 1.830558e-03 1.174693e-03 8.074472e-04
[17,] 8.539377e-03 5.657383e-03 4.177115e-03 3.344407e-03 2.757276e-03
[18,] 1.961475e-02 1.604083e-02 1.381297e-02 1.200109e-02 1.021863e-02
[19,] 5.074545e-02 4.605422e-02 4.163549e-02 3.677044e-02 3.150915e-02
[20,] 1.227673e-01 1.147218e-01 1.047484e-01 9.316379e-02 8.103483e-02
[21,] 2.525000e-01 2.377618e-01 2.193856e-01 1.991849e-01 1.789369e-01
[22,] 4.340697e-01 4.156225e-01 3.946456e-01 3.724900e-01 3.489840e-01
[23,] 6.418545e-01 6.391817e-01 6.360141e-01 6.278255e-01 6.084594e-01
[24,] 8.597291e-01 9.049983e-01 9.438757e-01 9.609782e-01 9.436636e-01
[25,] 1.087812e+00 1.201179e+00 1.287348e+00 1.322098e+00 1.292601e+00
[26,] 1.302762e+00 1.472797e+00 1.587603e+00 1.622982e+00 1.573758e+00
[27,] 1.439462e+00 1.635927e+00 1.759787e+00 1.793626e+00 1.740288e+00
[28,] 1.439982e+00 1.639662e+00 1.768537e+00 1.814512e+00 1.781064e+00
[29,] 1.298688e+00 1.488036e+00 1.619956e+00 1.682673e+00 1.674218e+00
[30,] 1.049462e+00 1.211973e+00 1.331543e+00 1.395485e+00 1.397242e+00
[31,] 7.445395e-01 8.630835e-01 9.511854e-01 9.978282e-01 9.961189e-01
[32,] 4.505922e-01 5.211341e-01 5.723278e-01 5.968501e-01 5.900279e-01
[33,] 2.269251e-01 2.607046e-01 2.840873e-01 2.932133e-01 2.857302e-01
[34,] 9.367229e-02 1.066808e-01 1.150511e-01 1.171294e-01 1.120374e-01
[35,] 3.147965e-02 3.549641e-02 3.778578e-02 3.778627e-02 3.529078e-02
[36,] 8.590360e-03 9.567581e-03 1.000863e-02 9.773973e-03 8.855253e-03
[37,] 1.898455e-03 2.078301e-03 2.122674e-03 2.009790e-03 1.754003e-03
[38,] 3.379905e-04 3.610204e-04 3.571967e-04 3.254588e-04 2.717999e-04
[39,] 4.814935e-05 4.968321e-05 4.723314e-05 4.113267e-05 3.268779e-05
[40,] 5.552181e-06 5.387614e-06 4.868406e-06 4.026435e-06 3.031180e-06
[41,] 6.514165e-07 4.844914e-07 3.934228e-07 3.042722e-07 2.157797e-07
[42,] 2.081503e-07 6.353762e-08 2.981883e-08 1.849377e-08 1.187083e-08
[43,] 1.540599e-07 3.033869e-08 6.083512e-09 1.548403e-09 5.961351e-10
[44,] 1.113025e-07 2.022085e-08 3.352142e-09 5.187105e-10 8.171172e-11
[45,] 6.556894e-08 1.126878e-08 1.752932e-09 2.470578e-10 3.171063e-11
[46,] 3.025784e-08 4.903782e-09 7.185415e-10 9.518715e-11 1.140213e-11
[47,] 1.074151e-08 1.637490e-09 2.256047e-10 2.809004e-11 3.160658e-12
[48,] 2.907395e-09 4.163788e-10 5.388301e-11 6.300619e-12 6.656930e-13
[49,] 5.974539e-10 8.033456e-11 9.759856e-12 1.071328e-12 1.062516e-13
[50,] 9.302632e-11 1.174082e-11 1.338806e-12 1.379308e-13 1.283888e-14
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 3.358984e-02 2.428155e-02 1.586123e-02 9.363301e-03 4.995996e-03
 [2,] 5.135229e-02 3.487259e-02 2.141418e-02 1.189685e-02 5.984646e-03
 [3,] 5.982121e-02 3.833484e-02 2.229079e-02 1.179064e-02 5.695161e-03
 [4,] 5.469522e-02 3.380163e-02 1.924047e-02 1.017615e-02 5.053825e-03
 [5,] 4.461647e-02 2.870174e-02 1.758651e-02 1.032257e-02 5.800601e-03
 [6,] 4.449388e-02 3.248575e-02 2.247410e-02 1.457302e-02 8.765696e-03
 [7,] 6.075757e-02 4.686744e-02 3.316800e-02 2.141874e-02 1.257534e-02
 [8,] 8.316448e-02 6.224034e-02 4.222367e-02 2.593232e-02 1.440746e-02
 [9,] 9.250880e-02 6.542312e-02 4.182874e-02 2.417152e-02 1.262268e-02
[10,] 7.898598e-02 5.249034e-02 3.151934e-02 1.710100e-02 8.382990e-03
[11,] 5.115945e-02 3.191227e-02 1.798525e-02 9.157913e-03 4.213024e-03
[12,] 2.508107e-02 1.468158e-02 7.764796e-03 3.710304e-03 1.601799e-03
[13,] 9.307402e-03 5.111786e-03 2.536995e-03 1.137776e-03 4.611157e-04
[14,] 2.630721e-03 1.357118e-03 6.343682e-04 2.691320e-04 1.040651e-04
[15,] 6.505656e-04 3.379761e-04 1.691357e-04 8.420545e-05 4.345583e-05
[16,] 5.812664e-04 4.254640e-04 3.098209e-04 2.229015e-04 1.596941e-04
[17,] 2.247899e-03 1.779114e-03 1.367060e-03 1.032916e-03 7.816200e-04
[18,] 8.428796e-03 6.751249e-03 5.313976e-03 4.174730e-03 3.310308e-03
[19,] 2.629002e-02 2.157823e-02 1.763513e-02 1.446356e-02 1.188894e-02
[20,] 6.949593e-02 5.924848e-02 5.040911e-02 4.267224e-02 3.560999e-02
[21,] 1.596459e-01 1.413760e-01 1.236107e-01 1.058133e-01 8.785142e-02
[22,] 3.227869e-01 2.924423e-01 2.574517e-01 2.187714e-01 1.785915e-01
[23,] 5.730486e-01 5.204165e-01 4.537472e-01 3.793798e-01 3.045700e-01
[24,] 8.872416e-01 7.967171e-01 6.844518e-01 5.652653e-01 4.515766e-01
[25,] 1.201897e+00 1.066715e+00 9.100933e-01 7.528175e-01 6.078431e-01
[26,] 1.454140e+00 1.290340e+00 1.109532e+00 9.309540e-01 7.632438e-01
[27,] 1.618946e+00 1.455280e+00 1.271303e+00 1.080247e+00 8.882103e-01
[28,] 1.682234e+00 1.534909e+00 1.353186e+00 1.147732e+00 9.290682e-01
[29,] 1.599504e+00 1.466902e+00 1.286920e+00 1.073314e+00 8.443433e-01
[30,] 1.336044e+00 1.216690e+00 1.050056e+00 8.534008e-01 6.486493e-01
[31,] 9.442716e-01 8.465735e-01 7.139302e-01 5.628811e-01 4.123914e-01
[32,] 5.510064e-01 4.837088e-01 3.968933e-01 3.026179e-01 2.132529e-01
[33,] 2.616538e-01 2.239076e-01 1.780209e-01 1.307922e-01 8.837965e-02
[34,] 1.001210e-01 8.310130e-02 6.371359e-02 4.490900e-02 2.898756e-02
[35,] 3.059846e-02 2.449244e-02 1.801285e-02 1.212435e-02 7.446101e-03
[36,] 7.401351e-03 5.679673e-03 3.986264e-03 2.551175e-03 1.485451e-03
[37,] 1.404287e-03 1.027518e-03 6.851331e-04 4.154022e-04 2.286495e-04
[38,] 2.072881e-04 1.439682e-04 9.087237e-05 5.204908e-05 2.702274e-05
[39,] 2.364148e-05 1.553135e-05 9.254999e-06 4.997267e-06 2.443179e-06
[40,] 2.072052e-06 1.284294e-06 7.210813e-07 3.664921e-07 1.685359e-07
[41,] 1.390063e-07 8.113275e-08 4.286132e-08 2.048406e-08 8.853226e-09
[42,] 7.133265e-09 3.908201e-09 1.940014e-09 8.711167e-10 3.536506e-10
[43,] 2.913851e-10 1.447005e-10 6.691719e-11 2.816685e-11 1.073279e-11
[44,] 1.630771e-11 4.873900e-12 1.833313e-12 6.987412e-13 2.478393e-13
[45,] 3.790237e-12 4.590780e-13 6.984858e-14 1.585508e-14 4.549470e-15
[46,] 1.236369e-12 1.219655e-13 1.118201e-14 1.033187e-15 1.187063e-16
[47,] 3.213901e-13 2.954024e-14 2.456922e-15 1.857963e-16 1.303592e-17
[48,] 6.355034e-14 5.481685e-15 4.272491e-16 3.009670e-17 1.918127e-18
[49,] 9.520929e-15 7.708165e-16 5.638316e-17 3.726299e-18 2.225137e-19
[50,] 1.079728e-15 8.203909e-17 5.631784e-18 3.492924e-19 1.957269e-20
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.410082e-03 1.051590e-03 4.153077e-04 1.486249e-04 4.828209e-05
 [2,] 2.729637e-03 1.131240e-03 4.273832e-04 1.479235e-04 4.723558e-05
 [3,] 2.526432e-03 1.037484e-03 3.983550e-04 1.445782e-04 5.005997e-05
 [4,] 2.381924e-03 1.073653e-03 4.637792e-04 1.911242e-04 7.445010e-05
 [5,] 3.099765e-03 1.559200e-03 7.303180e-04 3.155994e-04 1.249448e-04
 [6,] 4.849877e-03 2.453009e-03 1.129409e-03 4.720374e-04 1.787720e-04
 [7,] 6.696913e-03 3.230054e-03 1.409672e-03 5.563478e-04 1.984898e-04
 [8,] 7.237420e-03 3.286248e-03 1.348520e-03 5.000408e-04 1.675385e-04
 [9,] 5.956305e-03 2.539539e-03 9.782959e-04 3.404971e-04 1.070727e-04
[10,] 3.712803e-03 1.485681e-03 5.371141e-04 1.754379e-04 5.177201e-05
[11,] 1.751085e-03 6.575597e-04 2.230886e-04 6.838079e-05 1.893679e-05
[12,] 6.247777e-04 2.201738e-04 7.010336e-05 2.016859e-05 5.244146e-06
[13,] 1.689140e-04 5.595647e-05 1.678807e-05 4.582558e-06 1.155821e-06
[14,] 3.704580e-05 1.245200e-05 4.205788e-06 1.614386e-06 7.961105e-07
[15,] 2.419461e-05 1.488774e-05 1.008971e-05 7.303341e-06 5.402524e-06
[16,] 1.158217e-04 8.614551e-05 6.553663e-05 5.000834e-05 3.725350e-05
[17,] 6.005996e-04 4.685795e-04 3.655252e-04 2.785714e-04 2.028437e-04
[18,] 2.648617e-03 2.111382e-03 1.644424e-03 1.226966e-03 8.633173e-04
[19,] 9.690735e-03 7.708605e-03 5.886748e-03 4.257074e-03 2.886719e-03
[20,] 2.892965e-02 2.259150e-02 1.677633e-02 1.175352e-02 7.731390e-03
[21,] 7.012876e-02 5.344395e-02 3.868667e-02 2.652223e-02 1.720085e-02
[22,] 1.396494e-01 1.044506e-01 7.469482e-02 5.105946e-02 3.332783e-02
[23,] 2.353852e-01 1.755484e-01 1.264056e-01 8.764124e-02 5.814561e-02
[24,] 3.507285e-01 2.651171e-01 1.941656e-01 1.364807e-01 9.097792e-02
[25,] 4.797340e-01 3.679998e-01 2.712620e-01 1.895311e-01 1.239186e-01
[26,] 6.078776e-01 4.649536e-01 3.369182e-01 2.283727e-01 1.433278e-01
[27,] 6.996433e-01 5.216293e-01 3.638852e-01 2.352530e-01 1.399355e-01
[28,] 7.107112e-01 5.087680e-01 3.379301e-01 2.068541e-01 1.160920e-01
[29,] 6.214346e-01 4.247410e-01 2.679100e-01 1.551776e-01 8.222146e-02
[30,] 4.580559e-01 2.987843e-01 1.791581e-01 9.837523e-02 4.931817e-02
[31,] 2.792118e-01 1.738755e-01 9.920811e-02 5.170459e-02 2.455539e-02
[32,] 1.382403e-01 8.211562e-02 4.455728e-02 2.203208e-02 9.908734e-03
[33,] 5.471232e-02 3.093308e-02 1.593332e-02 7.463064e-03 3.174174e-03
[34,] 1.708110e-02 9.166387e-03 4.471537e-03 1.980081e-03 7.950882e-04
[35,] 4.162658e-03 2.114505e-03 9.746731e-04 4.072708e-04 1.541529e-04
[36,] 7.855601e-04 3.768349e-04 1.638181e-04 6.449185e-05 2.297997e-05
[37,] 1.141199e-04 5.160126e-05 2.112437e-05 7.825662e-06 2.622496e-06
[38,] 1.270657e-05 5.408182e-06 2.082606e-06 7.253602e-07 2.284464e-07
[39,] 1.080959e-06 4.326358e-07 1.565911e-07 5.124459e-08 1.515982e-08
[40,] 7.009910e-08 2.636398e-08 8.964041e-09 2.755040e-09 7.653068e-10
[41,] 3.459545e-09 1.222063e-09 3.901842e-10 1.125916e-10 2.936097e-11
[42,] 1.297792e-10 4.304403e-11 1.290211e-11 3.494787e-12 8.554050e-13
[43,] 3.697376e-12 1.151148e-12 3.238725e-13 8.233772e-14 1.891428e-14
[44,] 7.998695e-14 2.336361e-14 6.168615e-15 1.471734e-15 3.172695e-16
[45,] 1.326996e-15 3.605589e-16 8.915690e-17 1.995246e-17 4.035899e-18
[46,] 2.031238e-17 4.432238e-18 9.883270e-19 2.056168e-19 3.894432e-20
[47,] 9.167704e-19 7.933737e-20 1.020978e-20 1.692132e-21 2.883325e-22
[48,] 1.111010e-19 5.961636e-21 3.189955e-22 2.078784e-23 2.010520e-24
[49,] 1.200830e-20 5.862509e-22 2.600265e-23 1.066986e-24 4.344687e-26
[50,] 9.909056e-22 4.532725e-23 1.873796e-24 7.006900e-26 2.379723e-27

> 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  
    467.887       -6.763  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/123a51256920932.ps tmp/123a51256920932.png")
> system("convert tmp/27qik1256920932.ps tmp/27qik1256920932.png")
> system("convert tmp/3t0j11256920932.ps tmp/3t0j11256920932.png")
> system("convert tmp/4jowe1256920932.ps tmp/4jowe1256920932.png")
> system("convert tmp/53j0f1256920932.ps tmp/53j0f1256920932.png")
> system("convert tmp/6hqd61256920932.ps tmp/6hqd61256920932.png")
> system("convert tmp/7ryzv1256920932.ps tmp/7ryzv1256920932.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.000   1.298   4.638