R version 2.7.0 (2008-04-22)
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(301.606,268.225,362.082,310.984,350.907,365.759,357.504,432.236,394.335,404.182,371.721,387.012,280.042,357.111,359.451,341.206,349.156,430.298,354.447,400.785,358.974,352.853,374.229,364.568,352.411,376.47,357.475,299.497,361.805,343.188,335.597,330.985,336.723,348.076,317.518,345.737,342.568,352.951,400.269,428.121,475.804,392.732,388.22,410.643,428.044,530.799,463.074,477.686,440.586,424.757,511.061,511.421,454.39,498.403,516.143,463.642,498.391,533.752,404.341,435.645)
> y <- c(154.783,187.646,237.863,215.54,231.745,199.548,164.147,159.388,203.514,224.901,211.539,211.16,181.712,203.908,240.774,232.819,255.221,246.7,206.263,211.679,236.601,237.43,233.767,219.52,222.625,216.238,248.587,221.376,242.453,246.539,189.351,185.956,213.175,228.732,212.93,218.254,227.103,219.026,264.529,262.057,258.779,231.928,211.167,205.439,224.883,228.624,209.435,215.607,287.356,306.015,338.546,344.16,328.412,342.006,277.668,290.477,314.967,324.627,290.646,315.033)
> x <- c(299.63,305.945,382.252,348.846,335.367,373.617,312.612,312.232,337.161,331.476,350.103,345.127,297.256,295.979,361.007,321.803,354.937,349.432,290.979,349.576,327.625,349.377,336.777,339.134,323.321,318.86,373.583,333.03,408.556,414.646,291.514,348.857,349.368,375.765,364.136,349.53,348.167,332.856,360.551,346.969,392.815,372.02,371.027,342.672,367.343,390.786,343.785,362.6,349.468,340.624,369.536,407.782,392.239,404.824,373.669,344.902,396.7,398.911,366.009,392.484)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> 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/rcomp/tmp/1f4wg1226253796.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/295wd1226253796.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/35wgf1226253796.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/4zwtq1226253796.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/5l4tw1226253796.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  
   -102.291        0.966  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6kcd91226253796.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] 136.2973 140.9167 145.5360 150.1554 154.7747 159.3941 164.0134 168.6328
 [9] 173.2521 177.8715 182.4908 187.1102 191.7296 196.3489 200.9683 205.5876
[17] 210.2070 214.8263 219.4457 224.0650 228.6844 233.3038 237.9231 242.5425
[25] 247.1618 251.7812 256.4005 261.0199 265.6392 270.2586 274.8780 279.4973
[33] 284.1167 288.7360 293.3554 297.9747 302.5941 307.2134 311.8328 316.4522
[41] 321.0715 325.6909 330.3102 334.9296 339.5489 344.1683 348.7876 353.4070
[49] 358.0263 362.6457

$yords
 [1] 237.0305 243.7227 250.4149 257.1070 263.7992 270.4914 277.1835 283.8757
 [9] 290.5678 297.2600 303.9522 310.6443 317.3365 324.0286 330.7208 337.4130
[17] 344.1051 350.7973 357.4895 364.1816 370.8738 377.5659 384.2581 390.9503
[25] 397.6424 404.3346 411.0267 417.7189 424.4111 431.1032 437.7954 444.4875
[33] 451.1797 457.8719 464.5640 471.2562 477.9484 484.6405 491.3327 498.0248
[41] 504.7170 511.4092 518.1013 524.7935 531.4856 538.1778 544.8700 551.5621
[49] 558.2543 564.9465

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.462365e-05 4.025334e-05 1.004218e-04 2.123656e-04 3.742528e-04
 [2,] 1.664530e-05 3.424938e-05 8.468755e-05 1.989811e-04 4.018061e-04
 [3,] 3.491682e-05 4.351555e-05 7.239993e-05 1.565034e-04 3.425694e-04
 [4,] 8.762618e-05 9.571079e-05 1.038091e-04 1.402032e-04 2.578098e-04
 [5,] 1.939604e-04 2.238886e-04 2.296432e-04 2.238492e-04 2.519353e-04
 [6,] 3.608844e-04 4.499102e-04 4.942748e-04 4.800275e-04 4.321687e-04
 [7,] 5.662344e-04 7.584784e-04 9.002218e-04 9.425879e-04 8.722140e-04
 [8,] 7.489692e-04 1.079014e-03 1.375548e-03 1.554910e-03 1.553957e-03
 [9,] 8.258508e-04 1.294000e-03 1.776018e-03 2.156026e-03 2.323237e-03
[10,] 7.468214e-04 1.293514e-03 1.935019e-03 2.533080e-03 2.932648e-03
[11,] 5.470175e-04 1.063034e-03 1.761852e-03 2.520963e-03 3.156153e-03
[12,] 3.250391e-04 7.152132e-04 1.331197e-03 2.115869e-03 2.907790e-03
[13,] 1.619262e-04 4.031257e-04 8.466002e-04 1.510368e-03 2.312398e-03
[14,] 7.396364e-05 2.053138e-04 4.817937e-04 9.613234e-04 1.645103e-03
[15,] 3.499403e-05 1.064079e-04 2.738949e-04 6.006977e-04 1.132865e-03
[16,] 1.747820e-05 5.854724e-05 1.652074e-04 3.954161e-04 8.108479e-04
[17,] 8.218768e-06 3.099025e-05 9.779790e-05 2.596526e-04 5.848002e-04
[18,] 3.259229e-06 1.405133e-05 5.048313e-05 1.516500e-04 3.830087e-04
[19,] 1.033340e-06 5.131296e-06 2.118733e-05 7.289214e-05 2.096808e-04
[20,] 2.568398e-07 1.473817e-06 7.025416e-06 2.785817e-05 9.211044e-05
[21,] 4.973451e-08 3.303725e-07 1.822750e-06 8.362495e-06 3.196376e-05
[22,] 7.494350e-09 5.771858e-08 3.694088e-07 1.967302e-06 8.735126e-06
[23,] 8.802442e-10 7.877124e-09 5.866191e-08 3.641957e-07 1.889740e-06
[24,] 8.097058e-11 8.451617e-10 7.361572e-09 5.364713e-08 3.282170e-07
[25,] 5.891672e-12 7.223071e-11 7.424486e-10 6.421519e-09 4.693346e-08
[26,] 3.455831e-13 5.034807e-12 6.191694e-11 6.453111e-10 5.721661e-09
[27,] 1.685972e-14 2.966143e-13 4.434963e-12 5.649696e-11 6.139676e-10
[28,] 7.119777e-16 1.534254e-14 2.816654e-13 4.402272e-12 5.846640e-11
[29,] 2.681245e-17 7.092518e-16 1.591435e-14 3.020231e-13 4.832768e-12
[30,] 8.980008e-19 2.880826e-17 7.779231e-16 1.763058e-14 3.345126e-13
[31,] 2.588236e-20 9.899318e-19 3.165922e-17 8.449899e-16 1.879387e-14
[32,] 6.172138e-22 2.776853e-20 1.040309e-18 3.242092e-17 8.399258e-16
[33,] 1.182689e-23 6.209301e-22 2.708814e-20 9.815315e-19 2.953545e-17
[34,] 1.790164e-25 1.092501e-23 5.535367e-22 2.328514e-20 8.134601e-19
[35,] 2.122315e-27 1.503489e-25 8.843481e-24 4.321120e-22 1.755509e-20
[36,] 1.964639e-29 1.616477e-27 1.105591e-25 6.294025e-24 2.988536e-22
[37,] 1.421883e-31 1.362866e-29 1.089271e-27 7.281131e-26 4.088015e-24
[38,] 8.106712e-34 9.124110e-32 8.625179e-30 6.889724e-28 4.687067e-26
[39,] 3.719648e-36 5.009681e-34 5.751426e-32 5.682719e-30 4.877857e-28
[40,] 1.448202e-38 2.425406e-36 3.537748e-34 4.524062e-32 5.078100e-30
[41,] 5.314256e-41 1.162931e-38 2.237009e-36 3.759437e-34 5.465973e-32
[42,] 2.065223e-43 5.965142e-41 1.487411e-38 3.167458e-36 5.709449e-34
[43,] 8.523216e-46 3.105105e-43 9.550201e-41 2.465108e-38 5.319072e-36
[44,] 3.353228e-48 1.472389e-45 5.397058e-43 1.648030e-40 4.186985e-38
[45,] 1.142961e-50 5.917831e-48 2.547963e-45 9.117584e-43 2.710762e-40
[46,] 3.219506e-53 1.950556e-50 9.817233e-48 4.104373e-45 1.425372e-42
[47,] 7.353331e-56 5.202048e-53 3.056954e-50 1.492293e-47 6.052041e-45
[48,] 1.352148e-58 1.116732e-55 7.662598e-53 4.368619e-50 2.069615e-47
[49,] 1.996852e-61 1.926030e-58 1.543733e-55 1.028266e-52 5.692313e-50
[50,] 2.366400e-64 2.666574e-61 2.497269e-58 1.943748e-55 1.257435e-52
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.475061e-04 6.646799e-04 6.709445e-04 5.674304e-04 4.125738e-04
 [2,] 6.784994e-04 9.520772e-04 1.109630e-03 1.077863e-03 8.841658e-04
 [3,] 6.582992e-04 1.063806e-03 1.431031e-03 1.601391e-03 1.499755e-03
 [4,] 5.176521e-04 9.412017e-04 1.451863e-03 1.869788e-03 2.008713e-03
 [5,] 3.879209e-04 7.015849e-04 1.196043e-03 1.752337e-03 2.153701e-03
 [6,] 4.234777e-04 5.525989e-04 8.894269e-04 1.405327e-03 1.938638e-03
 [7,] 7.421468e-04 6.679625e-04 7.761607e-04 1.124310e-03 1.635252e-03
 [8,] 1.378136e-03 1.132085e-03 9.900798e-04 1.104319e-03 1.500270e-03
 [9,] 2.221096e-03 1.901779e-03 1.543649e-03 1.385027e-03 1.589069e-03
[10,] 3.019148e-03 2.773945e-03 2.320491e-03 1.916562e-03 1.849324e-03
[11,] 3.498093e-03 3.460703e-03 3.088140e-03 2.579296e-03 2.251259e-03
[12,] 3.504103e-03 3.753353e-03 3.619849e-03 3.211695e-03 2.780270e-03
[13,] 3.078958e-03 3.621486e-03 3.826596e-03 3.706168e-03 3.407489e-03
[14,] 2.443672e-03 3.199427e-03 3.759194e-03 4.046371e-03 4.096952e-03
[15,] 1.860081e-03 2.700771e-03 3.530665e-03 4.236878e-03 4.765962e-03
[16,] 1.444644e-03 2.276956e-03 3.241356e-03 4.254773e-03 5.245546e-03
[17,] 1.131597e-03 1.916165e-03 2.908450e-03 4.064235e-03 5.354106e-03
[18,] 8.207645e-04 1.514473e-03 2.460320e-03 3.625661e-03 5.008686e-03
[19,] 5.073555e-04 1.043241e-03 1.854255e-03 2.925439e-03 4.247227e-03
[20,] 2.549743e-04 5.950590e-04 1.185146e-03 2.055964e-03 3.206992e-03
[21,] 1.021085e-04 2.740628e-04 6.236418e-04 1.221628e-03 2.111633e-03
[22,] 3.243649e-05 1.012153e-04 2.674118e-04 6.053357e-04 1.195826e-03
[23,] 8.224700e-06 3.017799e-05 9.400968e-05 2.510483e-04 5.822058e-04
[24,] 1.693289e-06 7.406610e-06 2.764353e-05 8.866038e-05 2.462151e-04
[25,] 2.912262e-07 1.541411e-06 6.988062e-06 2.722252e-05 9.131486e-05
[26,] 4.329326e-08 2.800893e-07 1.550063e-06 7.331567e-06 2.958667e-05
[27,] 5.690783e-09 4.492092e-08 3.012343e-07 1.711158e-06 8.211306e-06
[28,] 6.580157e-10 6.256412e-09 5.010209e-08 3.370333e-07 1.900493e-06
[29,] 6.500493e-11 7.330617e-10 6.915640e-09 5.448807e-08 3.581360e-07
[30,] 5.302397e-12 7.010500e-11 7.721975e-10 7.080534e-09 5.402193e-08
[31,] 3.479465e-13 5.358073e-12 6.859588e-11 7.299541e-10 6.457061e-09
[32,] 1.808070e-14 3.233423e-13 4.803939e-12 5.931338e-11 6.089785e-10
[33,] 7.380887e-16 1.532216e-14 2.643785e-13 3.795341e-12 4.540012e-11
[34,] 2.361292e-17 5.700588e-16 1.146231e-14 1.923773e-13 2.703606e-12
[35,] 5.937986e-19 1.675777e-17 3.957945e-16 7.857644e-15 1.318939e-13
[36,] 1.187101e-20 3.961740e-19 1.117362e-17 2.683032e-16 5.531226e-15
[37,] 1.939279e-22 7.832013e-21 2.716396e-19 8.159751e-18 2.135951e-16
[38,] 2.740418e-24 1.389405e-22 6.148471e-21 2.379569e-19 8.028400e-18
[39,] 3.661917e-26 2.408677e-24 1.382971e-22 6.877066e-21 2.933936e-19
[40,] 4.979650e-28 4.228894e-26 3.079195e-24 1.904895e-22 9.940257e-21
[41,] 6.803537e-30 7.183747e-28 6.389579e-26 4.763764e-24 2.967224e-22
[42,] 8.654135e-32 1.098099e-29 1.162961e-27 1.026077e-25 7.533239e-24
[43,] 9.570040e-34 1.433464e-31 1.785823e-29 1.849349e-27 1.591434e-25
[44,] 8.843768e-36 1.552332e-33 2.263811e-31 2.742530e-29 2.759973e-27
[45,] 6.695129e-38 1.373587e-35 2.340898e-33 3.313975e-31 3.897492e-29
[46,] 4.111909e-40 9.854077e-38 1.961896e-35 3.245282e-33 4.460510e-31
[47,] 2.039211e-42 5.709120e-40 1.328181e-37 2.567745e-35 4.125599e-33
[48,] 8.147755e-45 2.665736e-42 7.248571e-40 1.638152e-37 3.077100e-35
[49,] 2.618981e-47 1.001494e-44 3.183066e-42 8.408413e-40 1.846091e-37
[50,] 6.760705e-50 3.021015e-47 1.121909e-44 3.462391e-42 8.879524e-40
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.783978e-04 2.035066e-04 1.801513e-04 1.750671e-04 1.593670e-04
 [2,] 6.392999e-04 4.558464e-04 3.775103e-04 3.711315e-04 3.710699e-04
 [3,] 1.202108e-03 8.829839e-04 6.889269e-04 6.493389e-04 6.848770e-04
 [4,] 1.818924e-03 1.440963e-03 1.106100e-03 9.704700e-04 1.021723e-03
 [5,] 2.218625e-03 1.949537e-03 1.550539e-03 1.281712e-03 1.273254e-03
 [6,] 2.259014e-03 2.223367e-03 1.901452e-03 1.542816e-03 1.398475e-03
 [7,] 2.102272e-03 2.300295e-03 2.147940e-03 1.785262e-03 1.484270e-03
 [8,] 2.028202e-03 2.425711e-03 2.481044e-03 2.187223e-03 1.754364e-03
 [9,] 2.120314e-03 2.727531e-03 3.078511e-03 2.978498e-03 2.504219e-03
[10,] 2.264341e-03 3.034812e-03 3.787874e-03 4.118858e-03 3.859108e-03
[11,] 2.405753e-03 3.139047e-03 4.217609e-03 5.153046e-03 5.487746e-03
[12,] 2.662033e-03 3.134364e-03 4.226543e-03 5.612355e-03 6.726137e-03
[13,] 3.194161e-03 3.378444e-03 4.185910e-03 5.585733e-03 7.202942e-03
[14,] 4.060132e-03 4.168802e-03 4.674803e-03 5.741608e-03 7.307935e-03
[15,] 5.149465e-03 5.499555e-03 5.975776e-03 6.740449e-03 7.900831e-03
[16,] 6.171785e-03 7.031208e-03 7.851259e-03 8.669288e-03 9.539315e-03
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[28,] 3.987393e-05 3.192492e-05 4.179023e-05 5.631399e-05 6.558061e-05
[29,] 9.705360e-05 3.627174e-05 1.800262e-05 1.708864e-05 2.081377e-05
[30,] 2.605884e-04 1.004949e-04 3.353765e-05 1.161650e-05 6.806927e-06
[31,] 5.555829e-04 2.468979e-04 9.153551e-05 2.858305e-05 8.092046e-06
[32,] 9.200321e-04 4.739076e-04 2.031477e-04 7.239573e-05 2.151352e-05
[33,] 1.181840e-03 7.056670e-04 3.504229e-04 1.445281e-04 4.947774e-05
[34,] 1.177793e-03 8.148867e-04 4.687344e-04 2.238758e-04 8.872071e-05
[35,] 9.127850e-04 7.303794e-04 4.862911e-04 2.688959e-04 1.233711e-04
[36,] 5.623030e-04 5.122149e-04 3.924508e-04 2.506915e-04 1.330555e-04
[37,] 3.266762e-04 3.012077e-04 2.529803e-04 1.832200e-04 1.117054e-04
[38,] 3.334970e-04 2.227446e-04 1.589568e-04 1.141093e-04 7.540907e-05
[39,] 6.469314e-04 3.586101e-04 1.846010e-04 9.513730e-05 5.173982e-05
[40,] 1.246878e-03 7.473039e-04 3.842239e-04 1.713562e-04 6.911448e-05
[41,] 1.936629e-03 1.318354e-03 7.651827e-04 3.748051e-04 1.549401e-04
[42,] 2.373052e-03 1.831845e-03 1.216535e-03 6.827203e-04 3.209832e-04
[43,] 2.339674e-03 2.004724e-03 1.512614e-03 9.741918e-04 5.274161e-04
[44,] 1.991974e-03 1.777866e-03 1.482932e-03 1.085209e-03 6.749828e-04
[45,] 1.723889e-03 1.398552e-03 1.189564e-03 9.557503e-04 6.744628e-04
[46,] 1.769788e-03 1.175885e-03 8.729018e-04 6.972764e-04 5.349602e-04
[47,] 1.992224e-03 1.190586e-03 7.166317e-04 4.817021e-04 3.569144e-04
[48,] 2.058276e-03 1.270935e-03 7.071450e-04 3.871415e-04 2.341983e-04
[49,] 1.774968e-03 1.206017e-03 7.068481e-04 3.682602e-04 1.843500e-04
[50,] 1.237110e-03 9.426728e-04 6.127021e-04 3.416636e-04 1.674226e-04

> 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  
   165.1134       0.9537  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/773qr1226253796.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] 273.4949 276.7324 279.9698 283.2073 286.4448 289.6822 292.9197 296.1571
 [9] 299.3946 302.6320 305.8695 309.1069 312.3444 315.5818 318.8193 322.0567
[17] 325.2942 328.5316 331.7691 335.0065 338.2440 341.4814 344.7189 347.9563
[25] 351.1938 354.4312 357.6687 360.9061 364.1436 367.3810 370.6185 373.8559
[33] 377.0934 380.3308 383.5683 386.8057 390.0432 393.2806 396.5181 399.7555
[41] 402.9930 406.2304 409.4679 412.7053 415.9428 419.1802 422.4177 425.6552
[49] 428.8926 432.1301

$yords
 [1] 237.0305 243.7227 250.4149 257.1070 263.7992 270.4914 277.1835 283.8757
 [9] 290.5678 297.2600 303.9522 310.6443 317.3365 324.0286 330.7208 337.4130
[17] 344.1051 350.7973 357.4895 364.1816 370.8738 377.5659 384.2581 390.9503
[25] 397.6424 404.3346 411.0267 417.7189 424.4111 431.1032 437.7954 444.4875
[33] 451.1797 457.8719 464.5640 471.2562 477.9484 484.6405 491.3327 498.0248
[41] 504.7170 511.4092 518.1013 524.7935 531.4856 538.1778 544.8700 551.5621
[49] 558.2543 564.9465

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.839591e-04 2.528973e-04 3.153999e-04 3.570107e-04 3.688162e-04
 [2,] 2.757854e-04 3.903607e-04 5.042832e-04 5.937926e-04 6.383799e-04
 [3,] 3.855699e-04 5.580775e-04 7.414185e-04 9.029983e-04 1.007864e-03
 [4,] 5.050783e-04 7.441378e-04 1.009583e-03 1.262743e-03 1.455461e-03
 [5,] 6.206704e-04 9.301434e-04 1.282446e-03 1.635433e-03 1.932814e-03
 [6,] 7.135820e-04 1.091727e-03 1.528149e-03 1.976516e-03 2.377275e-03
 [7,] 7.632351e-04 1.200556e-03 1.712085e-03 2.242856e-03 2.729639e-03
 [8,] 7.542781e-04 1.230537e-03 1.800769e-03 2.397360e-03 2.946729e-03
 [9,] 6.844388e-04 1.168175e-03 1.770297e-03 2.412857e-03 3.004666e-03
[10,] 5.677711e-04 1.021621e-03 1.618201e-03 2.279964e-03 2.898516e-03
[11,] 4.299758e-04 8.209207e-04 1.370624e-03 2.016718e-03 2.645121e-03
[12,] 2.980783e-04 6.071762e-04 1.076548e-03 1.670287e-03 2.286559e-03
[13,] 1.907684e-04 4.166894e-04 7.898574e-04 1.303807e-03 1.884562e-03
[14,] 1.145594e-04 2.696508e-04 5.498928e-04 9.736519e-04 1.502139e-03
[15,] 6.620254e-05 1.686577e-04 3.719919e-04 7.113209e-04 1.181943e-03
[16,] 3.799499e-05 1.049770e-04 2.510734e-04 5.203315e-04 9.359662e-04
[17,] 2.228417e-05 6.659196e-05 1.723170e-04 3.864233e-04 7.520622e-04
[18,] 1.355708e-05 4.346477e-05 1.207940e-04 2.911840e-04 6.096508e-04
[19,] 8.552952e-06 2.908988e-05 8.593468e-05 2.205879e-04 4.925993e-04
[20,] 5.554226e-06 1.981757e-05 6.157447e-05 1.666435e-04 3.932363e-04
[21,] 3.681807e-06 1.366690e-05 4.427716e-05 1.252383e-04 3.095778e-04
[22,] 2.465478e-06 9.487091e-06 3.189036e-05 9.371050e-05 2.410142e-04
[23,] 1.641752e-06 6.559033e-06 2.287257e-05 6.970054e-05 1.859004e-04
[24,] 1.064978e-06 4.440704e-06 1.612937e-05 5.110356e-05 1.414921e-04
[25,] 6.586392e-07 2.885370e-06 1.098371e-05 3.638283e-05 1.050550e-04
[26,] 3.811591e-07 1.765008e-06 7.086460e-06 2.469884e-05 7.484635e-05
[27,] 2.035375e-07 1.000876e-06 4.260541e-06 1.571449e-05 5.028562e-05
[28,] 9.947198e-08 5.207089e-07 2.358071e-06 9.242755e-06 3.138542e-05
[29,] 4.456949e-08 2.478279e-07 1.194103e-06 4.982336e-06 1.800505e-05
[30,] 1.887783e-08 1.096495e-07 5.569292e-07 2.462686e-06 9.458878e-06
[31,] 8.495674e-09 4.865858e-08 2.505915e-07 1.146090e-06 4.612549e-06
[32,] 5.126178e-09 2.648466e-08 1.266929e-07 5.578320e-07 2.233940e-06
[33,] 4.445843e-09 2.107642e-08 9.037535e-08 3.555482e-07 1.295710e-06
[34,] 4.446438e-09 2.118774e-08 8.852867e-08 3.275736e-07 1.087913e-06
[35,] 4.311915e-09 2.164246e-08 9.411724e-08 3.558983e-07 1.177084e-06
[36,] 3.820416e-09 2.047858e-08 9.478042e-08 3.792689e-07 1.315113e-06
[37,] 3.045327e-09 1.749484e-08 8.668994e-08 3.707461e-07 1.369891e-06
[38,] 2.175769e-09 1.340845e-08 7.124644e-08 3.265246e-07 1.291485e-06
[39,] 1.392027e-09 9.205017e-09 5.247378e-08 2.579259e-07 1.093550e-06
[40,] 7.973205e-10 5.658054e-09 3.460969e-08 1.825100e-07 8.299181e-07
[41,] 4.088233e-10 3.113508e-09 2.043773e-08 1.156447e-07 5.641514e-07
[42,] 1.876475e-10 1.533735e-09 1.080459e-08 6.560629e-08 3.434037e-07
[43,] 7.709876e-11 6.763274e-10 5.113341e-09 3.332045e-08 1.871559e-07
[44,] 2.835604e-11 2.669701e-10 2.166256e-09 1.514961e-08 9.131790e-08
[45,] 9.335439e-12 9.433283e-11 8.215156e-10 6.166008e-09 3.988771e-08
[46,] 2.751143e-12 2.983698e-11 2.788803e-10 2.246518e-09 1.559689e-08
[47,] 7.257379e-13 8.447666e-12 8.474467e-11 7.326781e-10 5.459377e-09
[48,] 1.713696e-13 2.140952e-12 2.305140e-11 2.138996e-10 1.710595e-09
[49,] 3.622220e-14 4.856966e-13 5.612693e-12 5.589825e-11 4.797845e-10
[50,] 6.853340e-15 9.863021e-14 1.223300e-12 1.307601e-11 1.204583e-10
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.532719e-04 3.263746e-04 3.155815e-04 3.529943e-04 4.635187e-04
 [2,] 6.314196e-04 5.868585e-04 5.396202e-04 5.389176e-04 6.332607e-04
 [3,] 1.033769e-03 9.844102e-04 8.953198e-04 8.301689e-04 8.651735e-04
 [4,] 1.546458e-03 1.520628e-03 1.402926e-03 1.261594e-03 1.196527e-03
 [5,] 2.117363e-03 2.151709e-03 2.039306e-03 1.837541e-03 1.655711e-03
 [6,] 2.666110e-03 2.789374e-03 2.725711e-03 2.507486e-03 2.232189e-03
 [7,] 3.109454e-03 3.326176e-03 3.343079e-03 3.164032e-03 2.856118e-03
 [8,] 3.387656e-03 3.674322e-03 3.773830e-03 3.674356e-03 3.408236e-03
 [9,] 3.476869e-03 3.795445e-03 3.948693e-03 3.933597e-03 3.763476e-03
[10,] 3.385214e-03 3.705260e-03 3.870960e-03 3.910188e-03 3.846839e-03
[11,] 3.143114e-03 3.456610e-03 3.606509e-03 3.656628e-03 3.668731e-03
[12,] 2.797407e-03 3.117692e-03 3.251908e-03 3.283322e-03 3.320587e-03
[13,] 2.406920e-03 2.757036e-03 2.902369e-03 2.915884e-03 2.938315e-03
[14,] 2.031321e-03 2.433047e-03 2.630867e-03 2.658529e-03 2.657116e-03
[15,] 1.713296e-03 2.182110e-03 2.475756e-03 2.571669e-03 2.575796e-03
[16,] 1.465576e-03 2.008344e-03 2.433302e-03 2.660654e-03 2.734217e-03
[17,] 1.273537e-03 1.885098e-03 2.459792e-03 2.875065e-03 3.102286e-03
[18,] 1.111363e-03 1.771731e-03 2.489187e-03 3.123930e-03 3.584570e-03
[19,] 9.592572e-04 1.635947e-03 2.461496e-03 3.307687e-03 4.046978e-03
[20,] 8.108930e-04 1.467311e-03 2.346516e-03 3.354646e-03 4.361484e-03
[21,] 6.701937e-04 1.275738e-03 2.149998e-03 3.243359e-03 4.450135e-03
[22,] 5.437146e-04 1.080101e-03 1.901971e-03 3.000466e-03 4.306320e-03
[23,] 4.349917e-04 8.964499e-04 1.637574e-03 2.678842e-03 3.983924e-03
[24,] 3.432049e-04 7.321161e-04 1.381863e-03 2.330383e-03 3.563117e-03
[25,] 2.650738e-04 5.865505e-04 1.144611e-03 1.987366e-03 3.112655e-03
[26,] 1.976291e-04 4.561303e-04 9.246880e-04 1.659292e-03 2.667922e-03
[27,] 1.398573e-04 3.389895e-04 7.190037e-04 1.343217e-03 2.233285e-03
[28,] 9.246317e-05 2.368624e-04 5.294446e-04 1.038320e-03 1.802336e-03
[29,] 5.640537e-05 1.534547e-04 3.636302e-04 7.541088e-04 1.379105e-03
[30,] 3.153611e-05 9.133624e-05 2.303122e-04 5.077140e-04 9.851086e-04
[31,] 1.624343e-05 4.992395e-05 1.339302e-04 3.144650e-04 6.499362e-04
[32,] 8.031834e-06 2.565813e-05 7.237905e-05 1.799853e-04 3.956309e-04
[33,] 4.379083e-06 1.362962e-05 3.864566e-05 9.888052e-05 2.272286e-04
[34,] 3.294487e-06 9.230892e-06 2.414438e-05 5.899831e-05 1.340184e-04
[35,] 3.435947e-06 8.969159e-06 2.129958e-05 4.689689e-05 9.731939e-05
[36,] 3.966489e-06 1.047048e-05 2.442908e-05 5.112096e-05 9.788079e-05
[37,] 4.380977e-06 1.216302e-05 2.946317e-05 6.278132e-05 1.191787e-04
[38,] 4.412846e-06 1.304808e-05 3.348317e-05 7.492770e-05 1.473535e-04
[39,] 4.001707e-06 1.265258e-05 3.462819e-05 8.228550e-05 1.706247e-04
[40,] 3.255522e-06 1.102418e-05 3.226491e-05 8.178061e-05 1.801229e-04
[41,] 2.373339e-06 8.614295e-06 2.699731e-05 7.315603e-05 1.717904e-04
[42,] 1.549764e-06 6.032003e-06 2.025927e-05 5.876886e-05 1.474694e-04
[43,] 9.062238e-07 3.783523e-06 1.362513e-05 4.234804e-05 1.137173e-04
[44,] 4.744695e-07 2.125293e-06 8.209001e-06 2.735275e-05 7.867815e-05
[45,] 2.224051e-07 1.068959e-06 4.429519e-06 1.582891e-05 4.880310e-05
[46,] 9.332944e-08 4.813690e-07 2.140240e-06 8.204493e-06 2.712574e-05
[47,] 3.506009e-08 1.940621e-07 9.258850e-07 3.808162e-06 1.350536e-05
[48,] 1.179006e-08 7.003721e-08 3.585963e-07 1.582643e-06 6.021716e-06
[49,] 3.549120e-09 2.262713e-08 1.243330e-07 5.888646e-07 2.404121e-06
[50,] 9.563595e-10 6.543853e-09 3.859075e-08 1.961491e-07 8.593479e-07
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.511078e-04 8.902357e-04 1.128743e-03 1.302333e-03 0.0013561323
 [2,] 8.490137e-04 1.171373e-03 1.539355e-03 1.859885e-03 0.0020369182
 [3,] 1.061031e-03 1.430784e-03 1.920544e-03 2.416267e-03 0.0027764806
 [4,] 1.308809e-03 1.656370e-03 2.215513e-03 2.871425e-03 0.0034464230
 [5,] 1.629460e-03 1.870178e-03 2.407112e-03 3.153808e-03 0.0039208449
 [6,] 2.050291e-03 2.119094e-03 2.532372e-03 3.260343e-03 0.0041363429
 [7,] 2.556437e-03 2.442808e-03 2.664848e-03 3.264121e-03 0.0041296336
 [8,] 3.075195e-03 2.838085e-03 2.872047e-03 3.280948e-03 0.0040268835
 [9,] 3.494757e-03 3.245518e-03 3.174262e-03 3.413220e-03 0.0039889953
[10,] 3.712181e-03 3.571460e-03 3.530988e-03 3.703522e-03 0.0041440860
[11,] 3.683517e-03 3.733421e-03 3.861828e-03 4.120734e-03 0.0045409440
[12,] 3.447121e-03 3.702077e-03 4.087245e-03 4.579652e-03 0.0051383671
[13,] 3.110609e-03 3.518619e-03 4.167062e-03 4.980050e-03 0.0058259448
[14,] 2.814347e-03 3.284477e-03 4.122518e-03 5.249708e-03 0.0064658565
[15,] 2.690979e-03 3.133885e-03 4.038871e-03 5.380471e-03 0.0069466758
[16,] 2.831191e-03 3.199013e-03 4.049327e-03 5.447323e-03 0.0072368360
[17,] 3.256886e-03 3.570698e-03 4.298828e-03 5.598084e-03 0.0074164334
[18,] 3.905698e-03 4.258855e-03 4.888474e-03 6.004072e-03 0.0076624897
[19,] 4.638406e-03 5.167614e-03 5.815051e-03 6.777797e-03 0.0081758067
[20,] 5.277648e-03 6.107087e-03 6.937345e-03 7.889932e-03 0.0090685103
[21,] 5.668491e-03 6.851200e-03 8.001854e-03 9.136525e-03 0.0102668642
[22,] 5.733250e-03 7.222122e-03 8.732697e-03 1.019482e-02 0.0114964941
[23,] 5.491820e-03 7.158520e-03 8.946743e-03 1.075641e-02 0.0123826229
[24,] 5.037573e-03 6.728785e-03 8.629441e-03 1.066916e-02 0.0126251089
[25,] 4.484191e-03 6.082000e-03 7.924864e-03 1.000178e-02 0.0121471047
[26,] 3.914400e-03 5.367359e-03 7.046799e-03 8.989584e-03 0.0111219769
[27,] 3.358098e-03 4.670689e-03 6.168117e-03 7.897914e-03 0.0098613311
[28,] 2.807205e-03 4.002248e-03 5.356040e-03 6.892575e-03 0.0086407462
[29,] 2.250402e-03 3.333553e-03 4.584619e-03 5.994357e-03 0.0075767356
[30,] 1.700002e-03 2.648999e-03 3.801130e-03 5.130545e-03 0.0066228799
[31,] 1.193527e-03 1.973942e-03 2.991408e-03 4.230769e-03 0.0056653702
[32,] 7.743160e-04 1.365147e-03 2.200894e-03 3.295560e-03 0.0046368097
[33,] 4.696255e-04 8.792537e-04 1.508343e-03 2.399919e-03 0.0035719546
[34,] 2.815086e-04 5.460999e-04 9.819687e-04 1.646517e-03 0.0025844560
[35,] 1.922059e-04 3.622494e-04 6.507428e-04 1.111704e-03 0.0017994899
[36,] 1.755278e-04 3.013551e-04 5.026756e-04 8.183550e-04 0.0012943428
[37,] 2.052678e-04 3.283679e-04 5.002491e-04 7.407273e-04 0.0010770150
[38,] 2.577323e-04 4.078157e-04 5.964796e-04 8.250118e-04 0.0010995904
[39,] 3.112121e-04 5.053357e-04 7.425995e-04 1.007121e-03 0.0012847252
[40,] 3.466311e-04 5.878419e-04 8.895175e-04 1.220657e-03 0.0015463536
[41,] 3.509197e-04 6.273559e-04 9.907136e-04 1.400176e-03 0.0017997480
[42,] 3.209323e-04 6.083180e-04 1.011083e-03 1.488567e-03 0.0019680298
[43,] 2.642936e-04 5.332038e-04 9.382771e-04 1.450978e-03 0.0019936335
[44,] 1.956001e-04 4.211350e-04 7.878891e-04 1.287798e-03 0.0018543128
[45,] 1.299259e-04 2.990822e-04 5.966669e-04 1.035547e-03 0.0015730436
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[36,] 4.566568e-03 4.623433e-03 4.604292e-03 4.559728e-03 4.523184e-03
[37,] 4.316126e-03 4.563131e-03 4.715263e-03 4.834606e-03 4.973725e-03
[38,] 3.843877e-03 4.239700e-03 4.529815e-03 4.780816e-03 5.070190e-03
[39,] 3.181847e-03 3.664028e-03 4.044178e-03 4.379484e-03 4.764566e-03
[40,] 2.423863e-03 2.919265e-03 3.332594e-03 3.699969e-03 4.116099e-03
[41,] 1.687615e-03 2.130597e-03 2.521798e-03 2.873485e-03 3.263743e-03
[42,] 1.068951e-03 1.417892e-03 1.745411e-03 2.045988e-03 2.372485e-03
[43,] 6.140867e-04 8.575022e-04 1.101472e-03 1.332505e-03 1.579369e-03
[44,] 3.194114e-04 4.701016e-04 6.321272e-04 7.920827e-04 9.617625e-04
[45,] 1.504774e-04 2.332138e-04 3.291817e-04 4.288613e-04 5.350713e-04
[46,] 6.458458e-05 1.046277e-04 1.552681e-04 2.110858e-04 2.715843e-04
[47,] 2.586183e-05 4.254635e-05 6.625509e-05 9.427722e-05 1.255677e-04
[48,] 1.043443e-05 1.587313e-05 2.558535e-05 3.814999e-05 5.279927e-05
[49,] 5.015436e-06 5.681611e-06 8.990738e-06 1.397662e-05 2.015895e-05
[50,] 3.265779e-06 2.212637e-06 2.943920e-06 4.644862e-06 6.979988e-06
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 4.071878e-10 6.813536e-11 9.825760e-12 1.221168e-12 1.307977e-13
 [2,] 2.190533e-09 3.934105e-10 6.089168e-11 8.122422e-12 9.337459e-13
 [3,] 1.054858e-08 2.033333e-09 3.377839e-10 4.835985e-11 5.966869e-12
 [4,] 4.547042e-08 9.407232e-09 1.677299e-09 2.577359e-10 3.413146e-11
 [5,] 1.754534e-07 3.895946e-08 7.455555e-09 1.229596e-09 1.747675e-10
 [6,] 6.060474e-07 1.444361e-07 2.966612e-08 5.251234e-09 8.010831e-10
 [7,] 1.874098e-06 4.793791e-07 1.056773e-07 2.007705e-08 3.287258e-09
 [8,] 5.188989e-06 1.424577e-06 3.370583e-07 6.872898e-08 1.207787e-08
 [9,] 1.286811e-05 3.791682e-06 9.628652e-07 2.107245e-07 3.974482e-08
[10,] 2.860103e-05 9.044985e-06 2.465194e-06 5.790434e-07 1.172163e-07
[11,] 5.705743e-05 1.936583e-05 5.664730e-06 1.428042e-06 3.102574e-07
[12,] 1.024804e-04 3.732824e-05 1.171818e-05 3.170350e-06 7.392321e-07
[13,] 1.667820e-04 6.518770e-05 2.195972e-05 6.375721e-06 1.595437e-06
[14,] 2.491231e-04 1.044576e-04 3.775404e-05 1.176188e-05 3.158643e-06
[15,] 3.497283e-04 1.572378e-04 6.095667e-05 2.037549e-05 5.873218e-06
[16,] 4.788502e-04 2.306691e-04 9.588658e-05 3.439334e-05 1.064870e-05
[17,] 6.668119e-04 3.438361e-04 1.532444e-04 5.902684e-05 1.966593e-05
[18,] 9.658308e-04 5.327002e-04 2.546645e-04 1.055056e-04 3.794256e-05
[19,] 1.434623e-03 8.459685e-04 4.341918e-04 1.939071e-04 7.555969e-05
[20,] 2.106467e-03 1.327328e-03 7.321238e-04 3.533162e-04 1.497791e-04
[21,] 2.956368e-03 1.988640e-03 1.179847e-03 6.168648e-04 2.856885e-04
[22,] 3.890483e-03 2.789049e-03 1.781121e-03 1.011640e-03 5.140946e-04
[23,] 4.769956e-03 3.636021e-03 2.500504e-03 1.547015e-03 8.661804e-04
[24,] 5.456653e-03 4.410864e-03 3.266719e-03 2.206222e-03 1.365026e-03
[25,] 5.852029e-03 5.002963e-03 3.988165e-03 2.942996e-03 2.013787e-03
[26,] 5.910193e-03 5.332414e-03 4.569827e-03 3.681616e-03 2.780885e-03
[27,] 5.632641e-03 5.356117e-03 4.925391e-03 4.320601e-03 3.587115e-03
[28,] 5.065631e-03 5.070529e-03 4.990448e-03 4.747074e-03 4.306972e-03
[29,] 4.307167e-03 4.523016e-03 4.745283e-03 4.869256e-03 4.797390e-03
[30,] 3.508063e-03 3.824391e-03 4.241785e-03 4.660995e-03 4.952673e-03
[31,] 2.848675e-03 3.142228e-03 3.613666e-03 4.194365e-03 4.760975e-03
[32,] 2.492251e-03 2.664317e-03 3.052551e-03 3.634819e-03 4.327093e-03
[33,] 2.534492e-03 2.543201e-03 2.753532e-03 3.194224e-03 3.843488e-03
[34,] 2.969937e-03 2.844206e-03 2.851892e-03 3.062082e-03 3.523644e-03
[35,] 3.685299e-03 3.515307e-03 3.373955e-03 3.342839e-03 3.530645e-03
[36,] 4.482038e-03 4.388820e-03 4.216350e-03 4.017345e-03 3.926545e-03
[37,] 5.126734e-03 5.219523e-03 5.161900e-03 4.936162e-03 4.650260e-03
[38,] 5.419748e-03 5.755399e-03 5.935668e-03 5.850164e-03 5.524421e-03
[39,] 5.259398e-03 5.820768e-03 6.291499e-03 6.479918e-03 6.295262e-03
[40,] 4.672846e-03 5.376864e-03 6.098672e-03 6.608614e-03 6.706399e-03
[41,] 3.797313e-03 4.529015e-03 5.387726e-03 6.161782e-03 6.588140e-03
[42,] 2.821245e-03 3.476187e-03 4.330182e-03 5.232792e-03 5.923213e-03
[43,] 1.915948e-03 2.430505e-03 3.162870e-03 4.038262e-03 4.851729e-03
[44,] 1.189123e-03 1.547877e-03 2.098061e-03 2.827367e-03 3.609564e-03
[45,] 6.743114e-04 8.979019e-04 1.263274e-03 1.793698e-03 2.433663e-03
[46,] 3.492336e-04 4.744774e-04 6.902178e-04 1.030064e-03 1.484432e-03
[47,] 1.650975e-04 2.284318e-04 3.421665e-04 5.350549e-04 8.180095e-04
[48,] 7.118450e-05 1.002090e-04 1.539195e-04 2.512624e-04 4.068032e-04
[49,] 2.796453e-05 4.005766e-05 6.284631e-05 1.066441e-04 1.824242e-04
[50,] 9.997444e-06 1.458972e-05 2.330168e-05 4.090939e-05 7.372299e-05
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.207368e-14 9.604955e-16 6.585166e-17 3.890923e-18 1.981327e-19
 [2,] 9.250956e-14 7.898795e-15 5.812334e-16 3.685997e-17 2.014544e-18
 [3,] 6.344872e-13 5.814541e-14 4.592230e-15 3.125694e-16 1.833524e-17
 [4,] 3.895378e-12 3.831427e-13 3.247783e-14 2.372620e-15 1.493780e-16
 [5,] 2.140788e-11 2.259971e-12 2.056116e-13 1.612157e-14 1.089392e-15
 [6,] 1.053195e-10 1.193318e-11 1.165250e-12 9.806108e-14 7.112000e-15
 [7,] 4.638554e-10 5.640890e-11 5.911918e-12 5.339790e-13 4.156593e-14
 [8,] 1.829179e-09 2.387472e-10 2.685570e-11 2.603455e-12 2.175114e-13
 [9,] 6.460432e-09 9.050229e-10 1.092634e-10 1.136859e-11 1.019435e-12
[10,] 2.044944e-08 3.074635e-09 3.984059e-10 4.449177e-11 4.282151e-12
[11,] 5.809297e-08 9.374523e-09 1.303778e-09 1.562767e-10 1.614497e-11
[12,] 1.485543e-07 2.572948e-08 3.840898e-09 4.942146e-10 5.481813e-11
[13,] 3.441067e-07 6.397328e-08 1.025281e-08 1.416787e-09 1.688556e-10
[14,] 7.312752e-07 1.459832e-07 2.513668e-08 3.735336e-09 4.794624e-10
[15,] 1.460361e-06 3.134010e-07 5.810271e-08 9.319697e-09 1.296487e-09
[16,] 2.848251e-06 6.590798e-07 1.322484e-07 2.309618e-08 3.530480e-09
[17,] 5.677829e-06 1.425026e-06 3.124581e-07 6.029430e-08 1.034239e-08
[18,] 1.188635e-05 3.262393e-06 7.911242e-07 1.713867e-07 3.358475e-08
[19,] 2.583531e-05 7.818301e-06 2.117978e-06 5.200995e-07 1.169873e-07
[20,] 5.621301e-05 1.888402e-05 5.749821e-06 1.603812e-06 4.117926e-07
[21,] 1.183329e-04 4.436791e-05 1.522750e-05 4.812553e-06 1.397773e-06
[22,] 2.362062e-04 9.922993e-05 3.839479e-05 1.367963e-05 4.452343e-06
[23,] 4.432137e-04 2.089466e-04 9.090677e-05 3.626843e-05 1.311108e-05
[24,] 7.792237e-04 4.116560e-04 2.003416e-04 8.882062e-05 3.537944e-05
[25,] 1.280888e-03 7.549583e-04 4.081567e-04 1.995487e-04 8.698752e-05
[26,] 1.962629e-03 1.282222e-03 7.643161e-04 4.092169e-04 1.941497e-04
[27,] 2.791610e-03 2.006797e-03 1.309603e-03 7.633845e-04 3.924968e-04
[28,] 3.670339e-03 2.882810e-03 2.047087e-03 1.293134e-03 7.181645e-04
[29,] 4.446864e-03 3.792858e-03 2.916300e-03 1.989168e-03 1.190271e-03
[30,] 4.962669e-03 4.572921e-03 3.792133e-03 2.784837e-03 1.791739e-03
[31,] 5.122150e-03 5.074321e-03 4.522293e-03 3.566403e-03 2.462450e-03
[32,] 4.944606e-03 5.232404e-03 4.990913e-03 4.214532e-03 3.115937e-03
[33,] 4.564600e-03 5.098931e-03 5.170923e-03 4.656047e-03 3.674911e-03
[34,] 4.179627e-03 4.816904e-03 5.130070e-03 4.891341e-03 4.102923e-03
[35,] 3.976685e-03 4.556437e-03 4.988382e-03 4.978263e-03 4.408191e-03
[36,] 4.073467e-03 4.452133e-03 4.859750e-03 4.987388e-03 4.617266e-03
[37,] 4.488526e-03 4.569060e-03 4.814801e-03 4.964679e-03 4.742542e-03
[38,] 5.135485e-03 4.895160e-03 4.875151e-03 4.925067e-03 4.772284e-03
[39,] 5.837200e-03 5.345115e-03 5.021364e-03 4.868512e-03 4.689057e-03
[40,] 6.365887e-03 5.772322e-03 5.196134e-03 4.791969e-03 4.494933e-03
[41,] 6.511774e-03 6.000401e-03 5.305626e-03 4.682902e-03 4.216866e-03
[42,] 6.161136e-03 5.879828e-03 5.237258e-03 4.506463e-03 3.887131e-03
[43,] 5.345079e-03 5.350738e-03 4.901721e-03 4.209816e-03 3.519010e-03
[44,] 4.227703e-03 4.475546e-03 4.280478e-03 3.751171e-03 3.102294e-03
[45,] 3.036746e-03 3.416595e-03 3.445786e-03 3.134755e-03 2.623446e-03
[46,] 1.975317e-03 2.368859e-03 2.535220e-03 2.423151e-03 2.091879e-03
[47,] 1.161099e-03 1.486612e-03 1.694768e-03 1.715116e-03 1.548959e-03
[48,] 6.157450e-04 8.423707e-04 1.025222e-03 1.103816e-03 1.052680e-03
[49,] 2.942304e-04 4.302067e-04 5.596684e-04 6.428973e-04 6.512439e-04
[50,] 1.265645e-04 1.977610e-04 2.751723e-04 3.378023e-04 3.647583e-04
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 8.695069e-21 3.288574e-22 1.071903e-23 3.011057e-25 7.289544e-27
 [2,] 9.488819e-20 3.851812e-21 1.347509e-22 4.062688e-24 1.055634e-25
 [3,] 9.269162e-19 4.038423e-20 1.516341e-21 4.906786e-23 1.368407e-24
 [4,] 8.105112e-18 3.790084e-19 1.527398e-20 5.304825e-22 1.587844e-23
 [5,] 6.344168e-17 3.184072e-18 1.377225e-19 5.133842e-21 1.649295e-22
 [6,] 4.445297e-16 2.394570e-17 1.111651e-18 4.447601e-20 1.533565e-21
 [7,] 2.788466e-15 1.612172e-16 8.032911e-18 3.449472e-19 1.276599e-20
 [8,] 1.566138e-14 9.718476e-16 5.197391e-17 2.395502e-18 9.515676e-20
 [9,] 7.878294e-14 5.247253e-15 3.012048e-16 1.490164e-17 6.354307e-19
[10,] 3.552032e-13 2.539451e-14 1.564830e-15 8.311776e-17 3.806065e-18
[11,] 1.437647e-12 1.103520e-13 7.302632e-15 4.167297e-16 2.051521e-17
[12,] 5.242353e-12 4.323555e-13 3.076496e-14 1.890112e-15 1.003800e-16
[13,] 1.736550e-11 1.542319e-12 1.184526e-13 7.883490e-15 4.561916e-16
[14,] 5.323597e-11 5.124920e-12 4.293125e-13 3.146727e-14 2.034168e-15
[15,] 1.570152e-10 1.665020e-11 1.558712e-12 1.302071e-13 9.823659e-15
[16,] 4.761969e-10 5.728310e-11 6.220585e-12 6.165326e-13 5.610714e-14
[17,] 1.596060e-09 2.242314e-10 2.890812e-11 3.422978e-12 3.698188e-13
[18,] 6.018071e-09 9.914515e-10 1.498122e-10 2.057419e-11 2.536683e-12
[19,] 2.421011e-08 4.593181e-09 7.909694e-10 1.220888e-10 1.669378e-11
[20,] 9.701016e-08 2.076248e-08 3.986180e-09 6.783508e-10 1.013580e-10
[21,] 3.696837e-07 8.791384e-08 1.856700e-08 3.447768e-09 5.588853e-10
[22,] 1.307410e-06 3.419401e-07 7.880105e-08 1.587569e-08 2.781234e-09
[23,] 4.237533e-06 1.210261e-06 3.027743e-07 6.594989e-08 1.245855e-08
[24,] 1.250053e-05 3.879036e-06 1.049821e-06 2.466752e-07 5.017772e-08
[25,] 3.342469e-05 1.122811e-05 3.279483e-06 8.299778e-07 1.816227e-07
[26,] 8.081041e-05 2.930917e-05 9.222984e-06 2.511413e-06 5.908113e-07
[27,] 1.764457e-04 6.896190e-05 2.335131e-05 6.836009e-06 1.727989e-06
[28,] 3.479281e-04 1.463268e-04 5.326605e-05 1.675385e-05 4.548570e-06
[29,] 6.203824e-04 2.804307e-04 1.096547e-04 3.703512e-05 1.079464e-05
[30,] 1.003225e-03 4.868888e-04 2.043401e-04 7.405993e-05 2.316233e-05
[31,] 1.478953e-03 7.697245e-04 3.463808e-04 1.346052e-04 4.513832e-05
[32,] 2.003818e-03 1.116669e-03 5.380920e-04 2.239360e-04 8.043076e-05
[33,] 2.524311e-03 1.503090e-03 7.741381e-04 3.444344e-04 1.322943e-04
[34,] 3.000233e-03 1.903515e-03 1.045235e-03 4.960661e-04 2.033295e-04
[35,] 3.416225e-03 2.301517e-03 1.343451e-03 6.783165e-04 2.959704e-04
[36,] 3.770947e-03 2.687442e-03 1.662678e-03 8.907972e-04 4.127698e-04
[37,] 4.053280e-03 3.043633e-03 1.990651e-03 1.129402e-03 5.547673e-04
[38,] 4.229111e-03 3.330766e-03 2.297612e-03 1.378599e-03 7.171710e-04
[39,] 4.254321e-03 3.491945e-03 2.533452e-03 1.605866e-03 8.844257e-04
[40,] 4.105324e-03 3.477695e-03 2.641603e-03 1.765820e-03 1.029192e-03
[41,] 3.801038e-03 3.275776e-03 2.584872e-03 1.815926e-03 1.118769e-03
[42,] 3.396756e-03 2.923056e-03 2.366822e-03 1.736330e-03 1.127648e-03
[43,] 2.954624e-03 2.489559e-03 2.033274e-03 1.541299e-03 1.049598e-03
[44,] 2.514692e-03 2.046035e-03 1.652172e-03 1.274219e-03 9.016825e-04
[45,] 2.087752e-03 1.637630e-03 1.285132e-03 9.889981e-04 7.172999e-04
[46,] 1.670774e-03 1.278737e-03 9.682612e-04 7.294556e-04 5.324088e-04
[47,] 1.267594e-03 9.661436e-04 7.107064e-04 5.180709e-04 3.730305e-04
[48,] 8.969378e-04 6.956173e-04 5.060397e-04 3.574815e-04 2.501368e-04
[49,] 5.841615e-04 4.692791e-04 3.449698e-04 2.395724e-04 1.623510e-04
[50,] 3.468868e-04 2.923645e-04 2.214059e-04 1.543314e-04 1.023315e-04

> 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  
    -13.191        1.151  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1f4wg1226253796.ps tmp/1f4wg1226253796.png")
> system("convert tmp/295wd1226253796.ps tmp/295wd1226253796.png")
> system("convert tmp/35wgf1226253796.ps tmp/35wgf1226253796.png")
> system("convert tmp/4zwtq1226253796.ps tmp/4zwtq1226253796.png")
> system("convert tmp/5l4tw1226253796.ps tmp/5l4tw1226253796.png")
> system("convert tmp/6kcd91226253796.ps tmp/6kcd91226253796.png")
> system("convert tmp/773qr1226253796.ps tmp/773qr1226253796.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.112   2.256   4.419