R version 2.8.0 (2008-10-20)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> z <- c(1.3,1.3,1.2,1.1,1.4,1.2,1.5,1.1,1.3,1.5,1.1,1.4,1.3,1.5,1.6,1.7,1.1,1.6,1.3,1.7,1.6,1.7,1.9,1.8,1.9,1.6,1.5,1.6,1.6,1.7,2,2,1.9,1.7,1.8,1.9,1.7,2,2.1,2.4,2.5,2.5,2.6,2.2,2.5,2.8,2.8,2.9,3,3.1,2.9,2.7,2.2,2.5,2.3,2.6,2.3,2.2,1.8,1.8,2)
> y <- c(173558,173820,171663,174110,174338,175440,174922,172188,171330,169560,174579,173740,173427,172952,170305,172717,173019,173690,172439,171914,171968,169500,173898,172308,171568,164939,161275,160770,162466,160185,154836,154103,150495,142707,149962,149967,144572,143819,141070,144119,145330,143279,139063,139202,133632,134476,141859,140693,138047,138346,140167,146796,152228,155410,159032,160312,157687,160141,167421,167628,164403)
> x <- c(210944,218238,212696,214774,212248,212055,210783,206482,206037,207351,215248,214080,213840,207623,202097,204023,204776,202436,198365,196066,195898,196621,205523,206211,200855,190133,183418,182122,181712,177421,172267,169850,166037,163600,177263,179606,169189,164017,159004,160079,160792,157135,153070,151414,146612,150703,163627,165264,155839,151095,148609,152353,154304,154504,154436,154589,151473,156009,169123,171568,162335)
> par7 = 'inflatietendens'
> par6 = 'werkloosheid mannen'
> par5 = 'werkloosheid vrouwen'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997

Loading GenKern version 1.1
Copyright Lucy and Aykroyd 2000
last update October 2004
requires KernSmooth


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/freestat/rcomp/tmp/1owq61257160357.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/2d0n21257160357.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/3rdld1257160357.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/4a41p1257160357.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/html/freestat/rcomp/tmp/551wa1257160357.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  
  6.857e+04    5.017e-01  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/6tlmz1257160357.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] 128303.5 129374.2 130444.9 131515.6 132586.3 133657.1 134727.8 135798.5
 [9] 136869.2 137939.9 139010.6 140081.3 141152.1 142222.8 143293.5 144364.2
[17] 145434.9 146505.6 147576.4 148647.1 149717.8 150788.5 151859.2 152929.9
[25] 154000.6 155071.4 156142.1 157212.8 158283.5 159354.2 160424.9 161495.6
[33] 162566.4 163637.1 164707.8 165778.5 166849.2 167919.9 168990.7 170061.4
[41] 171132.1 172202.8 173273.5 174344.2 175414.9 176485.7 177556.4 178627.1
[49] 179697.8 180768.5

$yords
 [1] 0.7528838 0.8078682 0.8628525 0.9178368 0.9728212 1.0278055 1.0827898
 [8] 1.1377742 1.1927585 1.2477428 1.3027272 1.3577115 1.4126958 1.4676802
[15] 1.5226645 1.5776488 1.6326332 1.6876175 1.7426018 1.7975862 1.8525705
[22] 1.9075548 1.9625392 2.0175235 2.0725078 2.1274922 2.1824765 2.2374608
[29] 2.2924452 2.3474295 2.4024138 2.4573982 2.5123825 2.5673668 2.6223512
[36] 2.6773355 2.7323198 2.7873042 2.8422885 2.8972728 2.9522572 3.0072415
[43] 3.0622258 3.1172102 3.1721945 3.2271788 3.2821632 3.3371475 3.3921318
[50] 3.4471162

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.831610e-43 3.469296e-41 5.539094e-39 7.454654e-37 8.456835e-35
 [2,] 1.369061e-40 2.171702e-38 2.903801e-36 3.272843e-34 3.109391e-32
 [3,] 7.773158e-38 1.032629e-35 1.156326e-33 1.091463e-31 8.684197e-30
 [4,] 3.352411e-35 3.729699e-33 3.497683e-31 2.764902e-29 1.842351e-27
 [5,] 1.098255e-32 1.023270e-30 8.036525e-29 5.320349e-27 2.968976e-25
 [6,] 2.732979e-30 2.132531e-28 1.402641e-26 7.776663e-25 3.634435e-23
 [7,] 5.166057e-28 3.375920e-26 1.859599e-24 8.634648e-23 3.379641e-21
 [8,] 7.417813e-26 4.059626e-24 1.872810e-22 7.282892e-21 2.387374e-19
 [9,] 8.090780e-24 3.708371e-22 1.432778e-20 4.666419e-19 1.281164e-17
[10,] 6.703673e-22 2.573339e-20 8.327070e-19 2.271475e-17 5.223422e-16
[11,] 4.219469e-20 1.356586e-18 3.676726e-17 8.400669e-16 1.618163e-14
[12,] 2.017666e-18 5.433338e-17 1.233474e-15 2.360812e-14 3.809676e-13
[13,] 7.330365e-17 1.653511e-15 3.144629e-14 5.042506e-13 6.818400e-12
[14,] 2.023708e-15 3.824303e-14 6.093867e-13 8.188861e-12 9.281434e-11
[15,] 4.246349e-14 6.724144e-13 8.980147e-12 1.011673e-10 9.616572e-10
[16,] 6.774677e-13 8.992436e-12 1.007009e-10 9.516793e-10 7.593254e-09
[17,] 8.222832e-12 9.154143e-11 8.602132e-10 6.826481e-09 4.577917e-08
[18,] 7.600114e-11 7.102374e-10 5.607013e-09 3.742213e-08 2.113574e-07
[19,] 5.357046e-10 4.208129e-09 2.796014e-08 1.573130e-07 7.505625e-07
[20,] 2.886255e-09 1.909793e-08 1.070867e-07 5.096677e-07 2.063036e-06
[21,] 1.192794e-08 6.668866e-08 3.168068e-07 1.281585e-06 4.426055e-06
[22,] 3.800594e-08 1.803323e-07 7.296145e-07 2.523947e-06 7.486347e-06
[23,] 9.403775e-08 3.808400e-07 1.320742e-06 3.933244e-06 1.008468e-05
[24,] 1.823465e-07 6.344966e-07 1.898606e-06 4.896690e-06 1.090305e-05
[25,] 2.799640e-07 8.423052e-07 2.186146e-06 4.900341e-06 9.493126e-06
[26,] 3.435342e-07 8.975056e-07 2.025263e-06 3.949015e-06 6.668929e-06
[27,] 3.388298e-07 7.695982e-07 1.510309e-06 2.571031e-06 3.862079e-06
[28,] 2.688503e-07 5.310924e-07 9.131760e-07 1.405370e-06 2.101325e-06
[29,] 1.717718e-07 2.994428e-07 4.782181e-07 7.840828e-07 1.537620e-06
[30,] 9.098369e-08 1.536546e-07 2.843702e-07 6.482443e-07 1.687314e-06
[31,] 4.718680e-08 1.008924e-07 2.636482e-07 7.385335e-07 1.966635e-06
[32,] 3.500058e-08 1.025527e-07 3.054387e-07 8.571556e-07 2.274570e-06
[33,] 3.817453e-08 1.220941e-07 3.774332e-07 1.166016e-06 3.695069e-06
[34,] 4.983047e-08 1.819119e-07 6.866462e-07 2.592161e-06 9.221498e-06
[35,] 1.011577e-07 4.537154e-07 1.904708e-06 7.140700e-06 2.334558e-05
[36,] 3.107058e-07 1.367529e-06 5.224277e-06 1.717998e-05 4.860702e-05
[37,] 9.239299e-07 3.547948e-06 1.168478e-05 3.313154e-05 8.147136e-05
[38,] 2.229728e-06 7.379563e-06 2.115749e-05 5.316326e-05 1.188772e-04
[39,] 4.410326e-06 1.306590e-05 3.461425e-05 8.349803e-05 1.859425e-04
[40,] 8.294497e-06 2.421572e-05 6.542241e-05 1.632138e-04 3.720004e-04
[41,] 1.927953e-05 5.827650e-05 1.589224e-04 3.857731e-04 8.264459e-04
[42,] 5.579743e-05 1.597751e-04 3.996765e-04 8.714528e-04 1.659476e-03
[43,] 1.561243e-04 3.952647e-04 8.676623e-04 1.658649e-03 2.781509e-03
[44,] 3.649114e-04 8.032778e-04 1.538812e-03 2.585738e-03 3.853908e-03
[45,] 6.870636e-04 1.318992e-03 2.222121e-03 3.322497e-03 4.474569e-03
[46,] 1.042607e-03 1.762610e-03 2.646465e-03 3.581185e-03 4.442996e-03
[47,] 1.289635e-03 1.946175e-03 2.648395e-03 3.304569e-03 3.841751e-03
[48,] 1.320726e-03 1.808553e-03 2.270660e-03 2.653567e-03 2.918795e-03
[49,] 1.139793e-03 1.440298e-03 1.692092e-03 1.866807e-03 1.946730e-03
[50,] 8.427722e-04 9.952706e-04 1.101101e-03 1.147916e-03 1.135615e-03
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 8.086861e-33 6.518446e-31 4.428967e-29 2.536599e-27 1.224601e-25
 [2,] 2.490106e-30 1.680942e-28 9.564954e-27 4.587807e-25 1.854909e-23
 [3,] 5.824296e-28 3.292690e-26 1.569114e-24 6.303072e-23 2.134262e-21
 [4,] 1.034807e-25 4.899382e-24 1.955337e-22 6.578082e-21 1.865429e-19
 [5,] 1.396591e-23 5.537702e-22 1.850938e-20 5.215022e-19 1.238593e-17
 [6,] 1.431791e-21 4.754713e-20 1.330995e-18 3.140788e-17 6.247691e-16
 [7,] 1.115066e-19 3.101268e-18 7.271007e-17 1.437052e-15 2.394341e-14
 [8,] 6.597040e-18 1.536730e-16 3.017707e-15 4.995735e-14 6.972445e-13
 [9,] 2.965176e-16 5.785402e-15 9.516378e-14 1.319730e-12 1.543142e-11
[10,] 1.012623e-14 1.655031e-13 2.280646e-12 2.649947e-11 2.596539e-10
[11,] 2.627907e-13 3.598394e-12 4.154919e-11 4.046018e-10 3.323416e-09
[12,] 5.183794e-12 5.948280e-11 5.756905e-10 4.700369e-09 3.238523e-08
[13,] 7.775670e-11 7.479868e-10 6.071019e-09 4.158980e-08 2.405854e-07
[14,] 8.874905e-10 7.161414e-09 4.878593e-08 2.807254e-07 1.365429e-06
[15,] 7.715709e-09 5.227696e-08 2.992921e-07 1.449060e-06 5.939538e-06
[16,] 5.117800e-08 2.915894e-07 1.405748e-06 5.741488e-06 1.989794e-05
[17,] 2.596480e-07 1.246879e-06 5.076873e-06 1.755774e-05 5.168774e-05
[18,] 1.011449e-06 4.107710e-06 1.418536e-05 4.175365e-05 1.050424e-04
[19,] 3.042165e-06 1.049775e-05 3.091960e-05 7.795469e-05 1.687615e-04
[20,] 7.119066e-06 2.099941e-05 5.310401e-05 1.154744e-04 2.165651e-04
[21,] 1.308636e-05 3.322093e-05 7.261231e-05 1.370070e-04 2.237565e-04
[22,] 1.909293e-05 4.197336e-05 7.970710e-05 1.310298e-04 1.871525e-04
[23,] 2.230841e-05 4.264535e-05 7.056788e-05 1.014692e-04 1.282828e-04
[24,] 2.098239e-05 3.495067e-05 5.062702e-05 6.481151e-05 7.694975e-05
[25,] 1.591893e-05 2.326182e-05 3.033607e-05 3.782785e-05 5.169300e-05
[26,] 9.856967e-06 1.322403e-05 1.773994e-05 2.768252e-05 5.268828e-05
[27,] 5.411439e-06 8.037382e-06 1.452662e-05 3.090548e-05 6.665086e-05
[28,] 3.553149e-06 7.411632e-06 1.715569e-05 3.827970e-05 7.705545e-05
[29,] 3.630907e-06 8.920311e-06 2.039382e-05 4.177193e-05 7.679530e-05
[30,] 4.325946e-06 1.013631e-05 2.146604e-05 4.204555e-05 7.942136e-05
[31,] 4.800404e-06 1.093316e-05 2.425658e-05 5.435069e-05 1.226611e-04
[32,] 5.948783e-06 1.583551e-05 4.234958e-05 1.085900e-04 2.552986e-04
[33,] 1.173753e-05 3.541595e-05 9.693480e-05 2.346073e-04 4.971656e-04
[34,] 2.950070e-05 8.280778e-05 2.021016e-04 4.286463e-04 7.932471e-04
[35,] 6.598869e-05 1.611899e-04 3.416603e-04 6.328309e-04 1.033586e-03
[36,] 1.187863e-04 2.525376e-04 4.716860e-04 7.833977e-04 1.172486e-03
[37,] 1.755894e-04 3.362141e-04 5.808332e-04 9.188595e-04 1.346246e-03
[38,] 2.406441e-04 4.478201e-04 7.732131e-04 1.240506e-03 1.842497e-03
[39,] 3.840250e-04 7.321027e-04 1.276610e-03 2.021075e-03 2.899656e-03
[40,] 7.649259e-04 1.406342e-03 2.305230e-03 3.381464e-03 4.483746e-03
[41,] 1.558145e-03 2.592187e-03 3.835229e-03 5.111681e-03 6.245019e-03
[42,] 2.776134e-03 4.120506e-03 5.503415e-03 6.733755e-03 7.700005e-03
[43,] 4.136316e-03 5.534829e-03 6.784950e-03 7.768070e-03 8.453589e-03
[44,] 5.170779e-03 6.357287e-03 7.296178e-03 7.944048e-03 8.304463e-03
[45,] 5.523659e-03 6.361964e-03 6.938626e-03 7.241961e-03 7.290604e-03
[46,] 5.139812e-03 5.619707e-03 5.861587e-03 5.875928e-03 5.706985e-03
[47,] 4.212780e-03 4.393421e-03 4.388494e-03 4.235992e-03 3.987452e-03
[48,] 3.043961e-03 3.030711e-03 2.908711e-03 2.719267e-03 2.488231e-03
[49,] 1.932134e-03 1.844254e-03 1.712812e-03 1.556265e-03 1.375782e-03
[50,] 1.078169e-03 9.949611e-04 8.978092e-04 7.873897e-04 6.627583e-04
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.983474e-24 1.709485e-22 4.943070e-21 1.204835e-19 2.475492e-18
 [2,] 6.321739e-22 1.816140e-20 4.398089e-19 8.978082e-18 1.544948e-16
 [3,] 6.091766e-20 1.465690e-18 2.972688e-17 5.082415e-16 7.325106e-15
 [4,] 4.459267e-18 8.985853e-17 1.526419e-15 2.185827e-14 2.638762e-13
 [5,] 2.479795e-16 4.185292e-15 5.954855e-14 7.142772e-13 7.223301e-12
 [6,] 1.047682e-14 1.481091e-13 1.765209e-12 1.773770e-11 1.502871e-10
 [7,] 3.363193e-13 3.982829e-12 3.976824e-11 3.348318e-10 2.377500e-09
 [8,] 8.204651e-12 8.140668e-11 6.811361e-10 4.806705e-09 2.861498e-08
 [9,] 1.521515e-10 1.265182e-09 8.873890e-09 5.251284e-08 2.622738e-07
[10,] 2.145843e-09 1.496021e-08 8.801134e-08 4.370883e-07 1.833427e-06
[11,] 2.303247e-08 1.347225e-07 6.653960e-07 2.776686e-06 9.798238e-06
[12,] 1.883667e-07 9.254034e-07 3.842689e-06 1.349990e-05 4.017771e-05
[13,] 1.175910e-06 4.860207e-06 1.700521e-05 5.044111e-05 1.270923e-04
[14,] 5.619063e-06 1.958848e-05 5.794011e-05 1.457207e-04 3.125170e-04
[15,] 2.063954e-05 6.091244e-05 1.530261e-04 3.282197e-04 6.034522e-04
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[27,] 4.123430e-06 1.075680e-06 2.365391e-07 4.384454e-08 6.850450e-09
[28,] 1.386668e-06 3.029492e-07 5.579047e-08 8.660486e-09 1.133223e-09
[29,] 3.542521e-07 6.481574e-08 9.996357e-09 1.299558e-09 1.424101e-10
[30,] 6.876340e-08 1.053663e-08 1.360949e-09 1.481754e-10 1.359889e-11
[31,] 1.014808e-08 1.302359e-09 1.408894e-10 1.284771e-11 9.875775e-13
[32,] 1.141113e-09 1.226793e-10 1.111810e-11 8.493857e-13 5.470063e-14
[33,] 9.847473e-11 8.875427e-12 6.743959e-13 4.320169e-14 2.333168e-15
[34,] 6.675933e-12 5.056414e-13 3.229672e-14 1.739646e-15 7.902310e-17
[35,] 3.802376e-13 2.435612e-14 1.316469e-15 6.004325e-17 2.310867e-18
[36,] 2.087762e-14 1.142063e-15 5.274484e-17 2.056495e-18 6.768900e-20
[37,] 1.240276e-15 5.804901e-17 2.292957e-18 7.643221e-20 2.149833e-21
[38,] 7.444342e-17 2.954469e-18 9.889513e-20 2.791764e-21 6.646158e-23
[39,] 3.887060e-18 1.298190e-19 3.655496e-21 8.678091e-23 1.736857e-24
[40,] 1.616926e-19 4.529650e-21 1.069722e-22 2.129589e-24 3.573852e-26
[41,] 5.185378e-21 1.217144e-22 2.408317e-24 4.016843e-26 5.647506e-28
[42,] 1.268777e-22 2.494515e-24 4.134174e-26 5.775425e-28 6.801020e-30
[43,] 2.361294e-24 3.888156e-26 5.396791e-28 6.314183e-30 6.227181e-32
[44,] 3.339428e-26 4.605146e-28 5.353174e-30 5.245267e-32 4.332271e-34
[45,] 3.587826e-28 4.143572e-30 4.033800e-32 3.310103e-34 2.289601e-36
[46,] 2.928141e-30 2.832081e-32 2.308953e-34 1.586761e-36 9.191772e-39
[47,] 1.815272e-32 1.470364e-34 1.003930e-36 5.777885e-39 2.803015e-41
[48,] 8.548265e-35 5.798691e-37 3.315718e-39 1.598129e-41 6.492873e-44
[49,] 3.057729e-37 1.737080e-39 8.318330e-42 3.357677e-44 1.142438e-46
[50,] 8.308128e-40 3.952688e-42 1.585177e-44 5.358572e-47 1.526902e-49

> 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  
  7.097e+00   -3.259e-05  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/freestat/rcomp/tmp/7sj4l1257160357.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] 136866.4 138725.9 140585.5 142445.0 144304.5 146164.1 148023.6 149883.1
 [9] 151742.7 153602.2 155461.7 157321.3 159180.8 161040.4 162899.9 164759.4
[17] 166619.0 168478.5 170338.0 172197.6 174057.1 175916.6 177776.2 179635.7
[25] 181495.2 183354.8 185214.3 187073.8 188933.4 190792.9 192652.4 194512.0
[33] 196371.5 198231.0 200090.6 201950.1 203809.6 205669.2 207528.7 209388.3
[41] 211247.8 213107.3 214966.9 216826.4 218685.9 220545.5 222405.0 224264.5
[49] 226124.1 227983.6

$yords
 [1] 0.7528838 0.8078682 0.8628525 0.9178368 0.9728212 1.0278055 1.0827898
 [8] 1.1377742 1.1927585 1.2477428 1.3027272 1.3577115 1.4126958 1.4676802
[15] 1.5226645 1.5776488 1.6326332 1.6876175 1.7426018 1.7975862 1.8525705
[22] 1.9075548 1.9625392 2.0175235 2.0725078 2.1274922 2.1824765 2.2374608
[29] 2.2924452 2.3474295 2.4024138 2.4573982 2.5123825 2.5673668 2.6223512
[36] 2.6773355 2.7323198 2.7873042 2.8422885 2.8972728 2.9522572 3.0072415
[43] 3.0622258 3.1172102 3.1721945 3.2271788 3.2821632 3.3371475 3.3921318
[50] 3.4471162

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.148273e-55 1.008259e-52 7.143703e-50 4.084186e-47 1.884184e-44
 [2,] 3.941831e-52 2.772546e-49 1.573564e-46 7.206433e-44 2.663126e-41
 [3,] 9.911926e-49 5.584609e-46 2.538939e-43 9.314124e-41 2.757191e-38
 [4,] 1.825647e-45 8.239588e-43 3.000675e-40 8.817849e-38 2.090938e-35
 [5,] 2.463072e-42 8.904711e-40 2.597690e-37 6.114837e-35 1.161494e-32
 [6,] 2.434103e-39 7.049133e-37 1.647241e-34 3.106052e-32 4.726007e-30
 [7,] 1.761985e-36 4.087457e-34 7.651185e-32 1.155671e-29 1.408554e-27
 [8,] 9.342590e-34 1.736090e-31 2.603166e-29 3.149641e-27 3.075063e-25
 [9,] 3.628565e-31 5.401243e-29 6.487500e-27 6.287681e-25 4.917418e-23
[10,] 1.032293e-28 1.230880e-26 1.184278e-24 9.194340e-23 5.759979e-21
[11,] 2.151159e-26 2.054658e-24 1.583548e-22 9.848097e-21 4.942042e-19
[12,] 3.283551e-24 2.512261e-22 1.550996e-20 7.726552e-19 3.105945e-17
[13,] 3.671275e-22 2.250050e-20 1.112736e-18 4.440393e-17 1.429828e-15
[14,] 3.006710e-20 1.476118e-18 5.847571e-17 1.869215e-15 4.821440e-14
[15,] 1.803715e-18 7.093359e-17 2.250927e-15 5.763694e-14 1.190900e-12
[16,] 7.925867e-17 2.496812e-15 6.346754e-14 1.301816e-12 2.154698e-11
[17,] 2.551108e-15 6.437615e-14 1.310843e-12 2.153840e-11 2.855788e-10
[18,] 6.014744e-14 1.215835e-12 1.983211e-11 2.610443e-10 2.772912e-09
[19,] 1.038770e-12 1.682092e-11 2.198037e-10 2.317963e-09 1.972987e-08
[20,] 1.314176e-11 1.704850e-10 1.784924e-09 1.508447e-08 1.029354e-07
[21,] 1.218057e-10 1.266128e-09 1.062444e-08 7.200176e-08 3.944215e-07
[22,] 8.273400e-10 6.893859e-09 4.640458e-08 2.526154e-07 1.114558e-06
[23,] 4.121101e-09 2.755806e-08 1.491326e-07 6.549361e-07 2.346833e-06
[24,] 1.508165e-08 8.116757e-08 3.550920e-07 1.271491e-06 3.774503e-06
[25,] 4.073790e-08 1.777191e-07 6.370912e-07 1.906478e-06 4.888531e-06
[26,] 8.215634e-08 2.955316e-07 8.948233e-07 2.349840e-06 5.564314e-06
[27,] 1.270809e-07 3.910314e-07 1.057584e-06 2.615899e-06 6.132458e-06
[28,] 1.594515e-07 4.469421e-07 1.163062e-06 2.913000e-06 7.257786e-06
[29,] 1.780370e-07 4.924465e-07 1.341284e-06 3.743082e-06 1.087749e-05
[30,] 2.009473e-07 6.110605e-07 1.959167e-06 6.501542e-06 2.078430e-05
[31,] 2.819311e-07 1.049729e-06 3.900711e-06 1.328640e-05 3.910139e-05
[32,] 5.707479e-07 2.300249e-06 8.134813e-06 2.427299e-05 6.017199e-05
[33,] 1.305925e-06 4.708238e-06 1.413088e-05 3.514788e-05 7.310938e-05
[34,] 2.556115e-06 7.702790e-06 1.935491e-05 4.153473e-05 7.993600e-05
[35,] 3.952210e-06 1.022871e-05 2.359548e-05 5.195390e-05 1.144809e-04
[36,] 5.394018e-06 1.424836e-05 3.773734e-05 9.842155e-05 2.360547e-04
[37,] 9.666585e-06 3.061024e-05 8.954692e-05 2.271236e-04 4.825437e-04
[38,] 2.635002e-05 8.181953e-05 2.126333e-04 4.555864e-04 8.027287e-04
[39,] 7.243520e-05 1.899155e-04 4.079257e-04 7.193577e-04 1.052368e-03
[40,] 1.600588e-04 3.438718e-04 6.068123e-04 8.910477e-04 1.123968e-03
[41,] 2.715795e-04 4.797909e-04 7.087202e-04 9.100602e-04 1.099250e-03
[42,] 3.545211e-04 5.284010e-04 6.959913e-04 8.873430e-04 1.204928e-03
[43,] 3.690559e-04 5.035429e-04 6.868944e-04 1.011926e-03 1.555403e-03
[44,] 3.457689e-04 5.109927e-04 8.166012e-04 1.317735e-03 1.961598e-03
[45,] 3.656547e-04 6.300983e-04 1.056339e-03 1.589375e-03 2.086149e-03
[46,] 4.622731e-04 7.968216e-04 1.205367e-03 1.574449e-03 1.808528e-03
[47,] 5.630312e-04 8.527735e-04 1.107285e-03 1.262712e-03 1.323679e-03
[48,] 5.614173e-04 7.242382e-04 8.208602e-04 8.600896e-04 8.760415e-04
[49,] 4.399259e-04 4.962827e-04 5.213483e-04 5.379716e-04 5.489106e-04
[50,] 2.788492e-04 2.946766e-04 3.092948e-04 3.226686e-04 3.169790e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.014303e-42 2.107185e-39 5.108597e-37 9.995678e-35 1.578685e-32
 [2,] 7.941567e-39 1.911071e-36 3.711306e-34 5.816833e-32 7.358944e-30
 [3,] 6.586193e-36 1.269572e-33 1.974960e-31 2.479518e-29 2.512708e-27
 [4,] 4.000938e-33 6.177846e-31 7.698202e-29 7.741899e-27 6.284467e-25
 [5,] 1.780290e-30 2.202006e-28 2.197971e-26 1.770637e-24 1.151322e-22
 [6,] 5.802584e-28 5.749125e-26 4.596809e-24 2.966290e-22 1.544997e-20
 [7,] 1.385331e-25 1.099478e-23 7.041946e-22 3.639985e-20 1.518660e-18
 [8,] 2.422633e-23 1.540186e-21 7.901885e-20 3.271806e-18 1.093442e-16
 [9,] 3.103301e-21 1.580382e-19 6.494884e-18 2.154162e-16 5.766790e-15
[10,] 2.911797e-19 1.187824e-17 3.910329e-16 1.038893e-14 2.227796e-13
[11,] 2.001245e-17 6.539496e-16 1.724478e-14 3.670009e-13 6.304090e-12
[12,] 1.007491e-15 2.637176e-14 5.570652e-13 9.496624e-12 1.306711e-10
[13,] 3.715230e-14 7.790016e-13 1.318139e-11 1.800046e-10 1.984080e-09
[14,] 1.003540e-12 1.685565e-11 2.284709e-10 2.499336e-09 2.206942e-08
[15,] 1.985608e-11 2.671594e-10 2.900908e-09 2.542322e-08 1.798667e-07
[16,] 2.877895e-10 3.101973e-09 2.698483e-08 1.894955e-07 1.074565e-06
[17,] 3.055701e-09 2.638832e-08 1.839557e-07 1.035566e-06 4.711221e-06
[18,] 2.377299e-08 1.645332e-07 9.196775e-07 4.155342e-06 1.520314e-05
[19,] 1.355829e-07 7.526276e-07 3.378404e-06 1.228928e-05 3.638383e-05
[20,] 5.675636e-07 2.531967e-06 9.163292e-06 2.704635e-05 6.579986e-05
[21,] 1.749422e-06 6.303824e-06 1.857670e-05 4.534859e-05 9.389740e-05
[22,] 4.002596e-06 1.179702e-05 2.898426e-05 6.100494e-05 1.146258e-04
[23,] 6.932765e-06 1.720389e-05 3.699280e-05 7.192558e-05 1.318751e-04
[24,] 9.499187e-06 2.097775e-05 4.241486e-05 8.138693e-05 1.505927e-04
[25,] 1.114794e-05 2.354871e-05 4.748282e-05 9.268313e-05 1.765587e-04
[26,] 1.234118e-05 2.632401e-05 5.494890e-05 1.139851e-04 2.353877e-04
[27,] 1.400174e-05 3.190442e-05 7.363640e-05 1.689638e-04 3.659501e-04
[28,] 1.849947e-05 4.810475e-05 1.215378e-04 2.796577e-04 5.585043e-04
[29,] 3.170677e-05 8.632033e-05 2.065375e-04 4.194208e-04 7.122591e-04
[30,] 5.945922e-05 1.453757e-04 2.973565e-04 5.059071e-04 7.206247e-04
[31,] 9.655638e-05 1.980207e-04 3.380740e-04 4.883705e-04 6.198613e-04
[32,] 1.237979e-04 2.139556e-04 3.204234e-04 4.399781e-04 5.915819e-04
[33,] 1.306343e-04 2.111815e-04 3.301453e-04 5.164581e-04 7.830925e-04
[34,] 1.475899e-04 2.724428e-04 4.895522e-04 8.035393e-04 1.149811e-03
[35,] 2.469081e-04 4.877045e-04 8.352727e-04 1.211117e-03 1.494642e-03
[36,] 4.904189e-04 8.559104e-04 1.246397e-03 1.536172e-03 1.672392e-03
[37,] 8.482084e-04 1.236812e-03 1.524997e-03 1.666146e-03 1.756041e-03
[38,] 1.171828e-03 1.449919e-03 1.601194e-03 1.727293e-03 1.991991e-03
[39,] 1.311670e-03 1.476752e-03 1.653636e-03 1.997966e-03 2.572849e-03
[40,] 1.303113e-03 1.536842e-03 1.966455e-03 2.628883e-03 3.402426e-03
[41,] 1.383820e-03 1.885822e-03 2.612684e-03 3.414699e-03 4.084723e-03
[42,] 1.748545e-03 2.498065e-03 3.284249e-03 3.901330e-03 4.242741e-03
[43,] 2.276221e-03 2.999443e-03 3.533888e-03 3.802878e-03 3.837648e-03
[44,] 2.582853e-03 3.016786e-03 3.215776e-03 3.230383e-03 3.094206e-03
[45,] 2.415783e-03 2.555114e-03 2.562137e-03 2.467670e-03 2.236137e-03
[46,] 1.901986e-03 1.910071e-03 1.856465e-03 1.702187e-03 1.413121e-03
[47,] 1.336144e-03 1.315339e-03 1.223759e-03 1.026583e-03 7.498458e-04
[48,] 8.765809e-04 8.294050e-04 7.041484e-04 5.164863e-04 3.215078e-04
[49,] 5.290073e-04 4.548312e-04 3.354086e-04 2.080962e-04 1.081880e-04
[50,] 2.759656e-04 2.046560e-04 1.267875e-04 6.522730e-05 2.800162e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 2.013014e-30 2.073115e-28 1.725367e-26 1.161541e-24 6.335059e-23
 [2,] 7.516356e-28 6.200338e-26 4.133239e-24 2.228626e-22 9.734429e-21
 [3,] 2.055769e-25 1.358358e-23 7.252827e-22 3.132199e-20 1.095677e-18
 [4,] 4.118526e-23 2.179788e-21 9.322369e-20 3.224525e-18 9.033625e-17
 [5,] 6.043822e-21 2.562226e-19 8.777070e-18 2.431580e-16 5.455726e-15
 [6,] 6.496569e-19 2.206093e-17 6.053096e-16 1.343133e-14 2.413549e-13
 [7,] 5.115159e-17 1.391342e-15 3.057815e-14 5.434491e-13 7.821269e-12
 [8,] 2.950104e-15 6.427593e-14 1.131493e-12 1.610690e-11 1.856624e-10
 [9,] 1.246292e-13 2.175051e-12 3.066932e-11 3.496922e-10 3.228595e-09
[10,] 3.856624e-12 5.391376e-11 6.089390e-10 5.561555e-09 4.113198e-08
[11,] 8.741868e-11 9.789208e-10 8.856843e-09 6.480069e-08 3.839734e-07
[12,] 1.451511e-09 1.302067e-08 9.437577e-08 5.532509e-07 2.627612e-06
[13,] 1.765550e-08 1.268836e-07 7.369176e-07 3.462847e-06 1.319488e-05
[14,] 1.573414e-07 9.061209e-07 4.218954e-06 1.590877e-05 4.874658e-05
[15,] 1.027689e-06 4.745533e-06 1.773600e-05 5.381000e-05 1.333497e-04
[16,] 4.924096e-06 1.825980e-05 5.495496e-05 1.350568e-04 2.745545e-04
[17,] 1.734765e-05 5.186358e-05 1.267208e-04 2.565332e-04 4.422472e-04
[18,] 4.520473e-05 1.100515e-04 2.227344e-04 3.860061e-04 6.019967e-04
[19,] 8.844537e-05 1.796434e-04 3.149063e-04 5.012373e-04 7.659636e-04
[20,] 1.346528e-04 2.401764e-04 3.929664e-04 6.193295e-04 9.552995e-04
[21,] 1.714125e-04 2.900100e-04 4.734559e-04 7.510660e-04 1.133322e-03
[22,] 2.015013e-04 3.418186e-04 5.599611e-04 8.713526e-04 1.272459e-03
[23,] 2.331338e-04 3.968210e-04 6.447849e-04 9.970669e-04 1.464572e-03
[24,] 2.690431e-04 4.644075e-04 7.744909e-04 1.232512e-03 1.821519e-03
[25,] 3.304001e-04 6.024048e-04 1.037638e-03 1.622047e-03 2.228284e-03
[26,] 4.703507e-04 8.666613e-04 1.410286e-03 1.973968e-03 2.354158e-03
[27,] 7.084202e-04 1.181678e-03 1.668994e-03 1.992007e-03 2.037382e-03
[28,] 9.435956e-04 1.336927e-03 1.596554e-03 1.643118e-03 1.527008e-03
[29,] 1.010418e-03 1.212667e-03 1.272725e-03 1.239959e-03 1.199730e-03
[30,] 8.792413e-04 9.637465e-04 1.017183e-03 1.087338e-03 1.164064e-03
[31,] 7.362531e-04 8.710819e-04 1.036548e-03 1.189084e-03 1.273123e-03
[32,] 7.981950e-04 1.040838e-03 1.248623e-03 1.363859e-03 1.414669e-03
[33,] 1.085357e-03 1.330648e-03 1.461305e-03 1.525132e-03 1.636197e-03
[34,] 1.419131e-03 1.554546e-03 1.620813e-03 1.750829e-03 2.017089e-03
[35,] 1.630125e-03 1.695725e-03 1.840054e-03 2.145537e-03 2.557371e-03
[36,] 1.743281e-03 1.908611e-03 2.258017e-03 2.739106e-03 3.199887e-03
[37,] 1.959780e-03 2.367648e-03 2.923586e-03 3.469956e-03 3.840324e-03
[38,] 2.476898e-03 3.112567e-03 3.730820e-03 4.162247e-03 4.301063e-03
[39,] 3.285635e-03 3.953459e-03 4.410935e-03 4.564172e-03 4.390902e-03
[40,] 4.089318e-03 4.536237e-03 4.674963e-03 4.492290e-03 4.018587e-03
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[21,] 1.719074e-04 2.272401e-04 2.748183e-04 2.960190e-04 2.806152e-04
[22,] 1.472218e-04 1.754494e-04 1.887153e-04 1.792402e-04 1.471209e-04
[23,] 1.104142e-04 1.149990e-04 1.077658e-04 8.802624e-05 6.105296e-05
[24,] 7.299930e-05 6.451487e-05 5.160756e-05 3.587771e-05 2.113861e-05
[25,] 4.586118e-05 3.494428e-05 2.485328e-05 1.576779e-05 8.748285e-06
[26,] 3.634390e-05 2.734275e-05 1.943819e-05 1.238498e-05 6.938495e-06
[27,] 4.554228e-05 3.457887e-05 2.351829e-05 1.398811e-05 7.249090e-06
[28,] 6.646297e-05 4.632478e-05 2.826350e-05 1.502732e-05 6.947426e-06
[29,] 8.706894e-05 5.407665e-05 2.931587e-05 1.379820e-05 5.586441e-06
[30,] 9.684177e-05 5.341797e-05 2.552655e-05 1.044696e-05 3.613883e-06
[31,] 9.072936e-05 4.391025e-05 1.811849e-05 6.290331e-06 1.816243e-06
[32,] 7.014767e-05 2.911204e-05 1.012374e-05 2.918521e-06 6.918114e-07
[33,] 4.329618e-05 1.505533e-05 4.328314e-06 1.021313e-06 1.967627e-07
[34,] 2.067673e-05 5.922219e-06 1.390164e-06 2.661917e-07 4.144285e-08
[35,] 7.473665e-06 1.744331e-06 3.318682e-07 5.131536e-08 6.435263e-09
[36,] 2.017372e-06 3.812563e-07 5.854094e-08 7.288930e-09 7.348994e-10
[37,] 4.035708e-07 6.152720e-08 7.605464e-09 7.612324e-10 6.163513e-11
[38,] 5.957404e-08 7.310418e-09 7.263524e-10 5.838022e-11 3.793192e-12
[39,] 6.473038e-09 6.384289e-10 5.093691e-11 3.285299e-12 1.712095e-13
[40,] 5.169054e-10 4.093784e-11 2.621011e-12 1.355898e-13 5.665587e-15
[41,] 3.030698e-11 1.926120e-12 9.891163e-14 4.102744e-15 1.374201e-16
[42,] 1.303825e-12 6.646390e-14 2.736678e-15 9.099404e-17 2.442696e-18
[43,] 4.113808e-14 1.681474e-15 5.550025e-17 1.479000e-18 3.181616e-20
[44,] 9.516447e-16 3.118121e-17 8.248707e-19 1.761510e-20 3.036305e-22
[45,] 1.613647e-17 4.237590e-19 8.983407e-21 1.537175e-22 2.122914e-24
[46,] 2.005253e-19 4.219996e-21 7.168356e-23 9.827711e-25 1.087393e-26
[47,] 1.825996e-21 3.079149e-23 4.190741e-25 4.603096e-27 4.080297e-29
[48,] 1.218312e-23 1.646053e-25 1.794865e-27 1.579427e-29 1.121593e-31
[49,] 5.955405e-26 6.446531e-28 5.631494e-30 3.969958e-32 2.258426e-34
[50,] 2.132744e-28 1.849541e-30 1.294366e-32 7.309779e-35 3.331200e-37
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.997132e-04 2.490863e-04 2.629759e-04 2.349454e-04 1.825464e-04
 [2,] 4.156404e-04 4.318018e-04 3.823684e-04 2.991267e-04 2.316977e-04
 [3,] 6.676393e-04 5.871036e-04 4.639979e-04 3.740900e-04 3.652700e-04
 [4,] 8.533559e-04 6.833895e-04 5.738792e-04 5.864518e-04 7.041742e-04
 [5,] 9.577744e-04 8.361775e-04 8.863999e-04 1.069527e-03 1.269895e-03
 [6,] 1.155949e-03 1.259518e-03 1.518757e-03 1.768343e-03 1.849280e-03
 [7,] 1.680971e-03 2.017167e-03 2.302441e-03 2.346123e-03 2.091322e-03
 [8,] 2.507997e-03 2.807226e-03 2.790408e-03 2.422567e-03 1.852685e-03
 [9,] 3.211070e-03 3.118806e-03 2.641051e-03 1.972828e-03 1.380712e-03
[10,] 3.284855e-03 2.719032e-03 1.987096e-03 1.371538e-03 1.050295e-03
[11,] 2.653402e-03 1.901703e-03 1.296502e-03 1.001983e-03 1.000086e-03
[12,] 1.736979e-03 1.172283e-03 9.155104e-04 9.434051e-04 1.100090e-03
[13,] 1.018554e-03 8.054161e-04 8.582294e-04 1.037349e-03 1.172648e-03
[14,] 6.851753e-04 7.563242e-04 9.488239e-04 1.112497e-03 1.147714e-03
[15,] 6.470435e-04 8.421526e-04 1.023121e-03 1.096787e-03 1.040620e-03
[16,] 7.230796e-04 9.072225e-04 1.006062e-03 9.887012e-04 8.678209e-04
[17,] 7.699394e-04 8.784670e-04 8.883154e-04 7.993876e-04 6.345612e-04
[18,] 7.245802e-04 7.495431e-04 6.874748e-04 5.527356e-04 3.818558e-04
[19,] 5.908789e-04 5.498747e-04 4.461423e-04 3.093346e-04 1.797883e-04
[20,] 4.080345e-04 3.331687e-04 2.314168e-04 1.342718e-04 6.421020e-05
[21,] 2.300548e-04 1.598584e-04 9.253078e-05 4.406466e-05 1.712833e-05
[22,] 1.021591e-04 5.899776e-05 2.800996e-05 1.085700e-05 3.424448e-06
[23,] 3.529717e-05 1.682597e-05 6.583611e-06 2.117477e-06 5.648297e-07
[24,] 1.044650e-05 4.339193e-06 1.536340e-06 4.760077e-07 1.335025e-07
[25,] 4.245900e-06 1.823780e-06 7.028154e-07 2.443359e-07 7.598339e-08
[26,] 3.411950e-06 1.475755e-06 5.600373e-07 1.846255e-07 5.208108e-08
[27,] 3.274135e-06 1.283629e-06 4.324261e-07 1.234768e-07 2.948243e-08
[28,] 2.774418e-06 9.461342e-07 2.718605e-07 6.500940e-08 1.281075e-08
[29,] 1.921253e-06 5.539863e-07 1.324261e-07 2.601658e-08 4.175077e-09
[30,] 1.043619e-06 2.490354e-07 4.873361e-08 7.779100e-09 1.009245e-09
[31,] 4.321639e-07 8.417711e-08 1.335945e-08 1.722107e-09 1.799239e-10
[32,] 1.340468e-07 2.114409e-08 2.707518e-09 2.809189e-10 2.358634e-11
[33,] 3.083811e-08 3.921983e-09 4.040649e-10 3.368314e-11 2.270056e-12
[34,] 5.234106e-09 5.354117e-10 4.431077e-11 2.964653e-12 1.602680e-13
[35,] 6.535559e-10 5.369663e-11 3.566491e-12 1.913988e-13 8.296188e-15
[36,] 5.994062e-11 3.952179e-12 2.105493e-13 9.059706e-15 3.147761e-16
[37,] 4.034209e-12 2.133490e-13 9.113139e-15 3.143233e-16 8.752495e-18
[38,] 1.991355e-13 8.443865e-15 2.891134e-16 7.991828e-18 1.783251e-19
[39,] 7.206655e-15 2.449502e-16 6.721656e-18 1.488906e-19 2.661976e-21
[40,] 1.911637e-16 5.207432e-18 1.145084e-19 2.032360e-21 2.911240e-23
[41,] 3.716104e-18 8.111923e-20 1.429261e-21 2.032438e-23 2.332456e-25
[42,] 5.293309e-20 9.258473e-22 1.306986e-23 1.489006e-25 1.368974e-27
[43,] 5.524387e-22 7.741795e-24 8.755774e-26 7.991414e-28 5.885896e-30
[44,] 4.224047e-24 4.742517e-26 4.297008e-28 3.141857e-30 1.853773e-32
[45,] 2.366135e-26 2.128262e-28 1.544807e-30 9.048495e-33 4.276821e-35
[46,] 9.709576e-29 6.996460e-31 4.068272e-33 1.908917e-35 7.227716e-38
[47,] 2.918762e-31 1.684844e-33 7.848140e-36 2.949943e-38 8.947326e-41
[48,] 6.427259e-34 2.972095e-36 1.109021e-38 3.339277e-41 8.113250e-44
[49,] 1.036746e-36 3.840428e-39 1.147949e-41 2.768843e-44 5.388914e-47
[50,] 1.225006e-39 3.635061e-42 8.703982e-45 1.681723e-47 2.621901e-50
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.362533e-04 1.189613e-04 1.343946e-04 1.691247e-04 2.010405e-04
 [2,] 2.145166e-04 2.495207e-04 3.110109e-04 3.610498e-04 3.678780e-04
 [3,] 4.334559e-04 5.329955e-04 6.033874e-04 5.993108e-04 5.161244e-04
 [4,] 8.516980e-04 9.393165e-04 9.086053e-04 7.651189e-04 5.758755e-04
 [5,] 1.363762e-03 1.283873e-03 1.056135e-03 7.839514e-04 5.784516e-04
 [6,] 1.693886e-03 1.360229e-03 9.952359e-04 7.390236e-04 6.349670e-04
 [7,] 1.638767e-03 1.181422e-03 8.834064e-04 7.813772e-04 7.816994e-04
 [8,] 1.315825e-03 9.912926e-04 9.031439e-04 9.296376e-04 9.123627e-04
 [9,] 1.048455e-03 9.843079e-04 1.043056e-03 1.045770e-03 9.059996e-04
[10,] 1.016416e-03 1.110011e-03 1.140451e-03 1.013660e-03 7.677325e-04
[11,] 1.127403e-03 1.191474e-03 1.092840e-03 8.626428e-04 5.979279e-04
[12,] 1.200546e-03 1.142349e-03 9.449204e-04 6.942111e-04 4.630935e-04
[13,] 1.161502e-03 1.008742e-03 7.835568e-04 5.520065e-04 3.505699e-04
[14,] 1.044466e-03 8.522088e-04 6.271942e-04 4.110435e-04 2.339444e-04
[15,] 8.843775e-04 6.729092e-04 4.507855e-04 2.594305e-04 1.254075e-04
[16,] 6.767345e-04 4.601311e-04 2.665082e-04 1.288970e-04 5.133488e-05
[17,] 4.356893e-04 2.531496e-04 1.222755e-04 4.850325e-05 1.568176e-05
[18,] 2.220767e-04 1.069919e-04 4.224301e-05 1.357795e-05 3.539204e-06
[19,] 8.632148e-05 3.390784e-05 1.083283e-05 2.805127e-06 5.876125e-07
[20,] 2.508744e-05 7.966189e-06 2.049629e-06 4.266133e-07 7.178806e-08
[21,] 5.409481e-06 1.384781e-06 2.871438e-07 4.828560e-08 6.612437e-09
[22,] 8.787583e-07 1.841281e-07 3.182292e-08 4.638216e-09 5.938873e-10
[23,] 1.275277e-07 2.527182e-08 4.611341e-09 8.019560e-10 1.318540e-10
[24,] 3.477867e-08 8.407887e-09 1.834383e-09 3.481976e-10 5.581181e-11
[25,] 2.071993e-08 4.840644e-09 9.496584e-10 1.541908e-10 2.052133e-11
[26,] 1.237311e-08 2.442408e-09 3.965869e-10 5.260776e-11 5.675497e-12
[27,] 5.820675e-09 9.423794e-10 1.244128e-10 1.334355e-11 1.159861e-12
[28,] 2.065691e-09 2.712385e-10 2.891055e-11 2.496219e-12 1.743635e-13
[29,] 5.450227e-10 5.771726e-11 4.949517e-12 3.432999e-13 1.924450e-14
[30,] 1.061677e-10 9.041205e-12 6.226562e-13 3.465388e-14 1.557888e-15
[31,] 1.521471e-11 1.040325e-12 5.748199e-14 2.565416e-15 9.245267e-17
[32,] 1.601161e-12 8.782967e-14 3.891394e-15 1.392186e-16 4.020986e-18
[33,] 1.236181e-13 5.437178e-15 1.931060e-16 5.536784e-18 1.281449e-19
[34,] 6.997880e-15 2.467235e-16 7.022640e-18 1.613504e-19 2.992117e-21
[35,] 2.903676e-16 8.204626e-18 1.871357e-19 3.445020e-21 5.118414e-23
[36,] 8.829542e-18 1.999205e-19 3.653606e-21 5.388807e-23 6.414313e-25
[37,] 1.967334e-19 3.569148e-21 5.225960e-23 6.175209e-25 5.888541e-27
[38,] 3.211646e-21 4.668230e-23 5.476077e-25 5.183873e-27 3.960021e-29
[39,] 3.841128e-23 4.473011e-25 4.203561e-27 3.187791e-29 1.950796e-31
[40,] 3.365508e-25 3.139731e-27 2.363733e-29 1.435986e-31 7.039548e-34
[41,] 2.160169e-27 1.614428e-29 9.736537e-32 4.738373e-34 1.860766e-36
[42,] 1.015686e-29 6.080937e-32 2.937852e-34 1.145309e-36 3.602880e-39
[43,] 3.498306e-32 1.677809e-34 6.493377e-37 2.027815e-39 5.109956e-42
[44,] 8.826247e-35 3.391014e-37 1.051291e-39 2.629920e-42 5.308740e-45
[45,] 1.631209e-37 5.020286e-40 1.246763e-42 2.498411e-45 4.039907e-48
[46,] 2.208286e-40 5.444229e-43 1.083060e-45 1.738565e-48 2.251934e-51
[47,] 2.189829e-43 4.324657e-46 6.891703e-49 8.861812e-52 9.194836e-55
[48,] 1.590642e-46 2.516360e-49 3.212221e-52 3.308705e-55 2.750018e-58
[49,] 8.463265e-50 1.072496e-52 1.096693e-55 9.048858e-59 6.024580e-62
[50,] 3.298457e-53 3.348308e-56 2.742655e-59 1.812739e-62 9.667707e-66
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 2.098927e-04 1.884501e-04 1.473704e-04 1.068099e-04 8.058901e-05
 [2,] 3.236647e-04 2.500418e-04 1.818219e-04 1.404452e-04 1.218127e-04
 [3,] 3.936743e-04 2.874401e-04 2.276123e-04 2.032098e-04 1.828801e-04
 [4,] 4.225301e-04 3.434360e-04 3.155431e-04 2.887264e-04 2.337047e-04
 [5,] 4.831627e-04 4.567486e-04 4.248881e-04 3.469484e-04 2.369660e-04
 [6,] 6.175023e-04 5.841706e-04 4.819706e-04 3.324775e-04 1.901328e-04
 [7,] 7.526600e-04 6.288915e-04 4.399333e-04 2.568274e-04 1.269574e-04
 [8,] 7.745644e-04 5.524377e-04 3.320034e-04 1.717869e-04 7.922801e-05
 [9,] 6.633193e-04 4.143970e-04 2.270547e-04 1.129352e-04 5.210540e-05
[10,] 5.033934e-04 2.944861e-04 1.580238e-04 7.818728e-05 3.486642e-05
[11,] 3.743149e-04 2.151231e-04 1.124375e-04 5.189493e-05 2.047757e-05
[12,] 2.816311e-04 1.531909e-04 7.229293e-05 2.878921e-05 9.489981e-06
[13,] 1.959853e-04 9.373767e-05 3.747973e-05 1.233733e-05 3.313236e-06
[14,] 1.127190e-04 4.509834e-05 1.479855e-05 3.953730e-06 8.565429e-07
[15,] 5.009652e-05 1.636850e-05 4.348213e-06 9.359177e-07 1.629200e-07
[16,] 1.668913e-05 4.406443e-06 9.421525e-07 1.628673e-07 2.274267e-08
[17,] 4.114280e-06 8.737337e-07 1.499835e-07 2.079459e-08 2.327653e-09
[18,] 7.464701e-07 1.272394e-07 1.751640e-08 1.946880e-09 1.746907e-10
[19,] 9.947286e-08 1.360146e-08 1.502197e-09 1.340852e-10 9.689645e-12
[20,] 9.768857e-09 1.076734e-09 9.654640e-11 7.115837e-12 4.410515e-13
[21,] 7.451247e-10 7.067598e-11 5.889713e-12 4.578606e-13 3.466246e-14
[22,] 7.065022e-11 8.127215e-12 8.928070e-13 8.885525e-14 7.607548e-15
[23,] 1.962144e-11 2.522250e-12 2.712584e-13 2.397737e-14 1.726351e-15
[24,] 7.409174e-12 8.054633e-13 7.125479e-14 5.111458e-15 2.967427e-16
[25,] 2.225319e-12 1.958884e-13 1.396623e-14 8.053802e-16 3.753244e-17
[26,] 4.965481e-13 3.516703e-14 2.013907e-15 9.318715e-17 3.482482e-18
[27,] 8.158423e-14 4.639206e-15 2.131328e-16 7.907581e-18 2.368699e-19
[28,] 9.844730e-15 4.490341e-16 1.653967e-17 4.918514e-19 1.180676e-20
[29,] 8.714535e-16 3.186642e-17 9.407620e-19 2.241865e-20 4.311990e-22
[30,] 5.655444e-17 1.657461e-18 3.921090e-20 7.486950e-22 1.153741e-23
[31,] 2.689859e-18 6.317116e-20 1.197427e-21 1.831814e-23 2.261501e-25
[32,] 9.374602e-20 1.764036e-21 2.678995e-23 3.283342e-25 3.247337e-27
[33,] 2.393794e-21 3.608905e-23 4.390886e-25 4.311144e-27 3.415769e-29
[34,] 4.478150e-23 5.408787e-25 5.271975e-27 4.146665e-29 2.631914e-31
[35,] 6.137179e-25 5.938369e-27 4.636887e-29 2.921657e-31 1.485501e-33
[36,] 6.161429e-27 4.776018e-29 2.987466e-31 1.507916e-33 6.141687e-36
[37,] 4.531331e-29 2.813768e-31 1.409929e-33 5.700831e-36 1.859997e-38
[38,] 2.441148e-31 1.214307e-33 4.874216e-36 1.578736e-38 4.126148e-41
[39,] 9.633430e-34 3.838688e-36 1.234307e-38 3.202501e-41 6.704772e-44
[40,] 2.784722e-36 8.888894e-39 2.289548e-41 4.758558e-44 7.980466e-47
[41,] 5.896486e-39 1.507720e-41 3.110876e-44 5.179245e-47 6.957872e-50
[42,] 9.145622e-42 1.873271e-44 3.096142e-47 4.129161e-50 4.443530e-53
[43,] 1.039060e-44 1.704851e-47 2.257169e-50 2.411357e-53 2.078661e-56
[44,] 8.647162e-48 1.136519e-50 1.205344e-53 1.031488e-56 7.122654e-60
[45,] 5.271218e-51 5.549712e-54 4.714775e-57 3.231988e-60 1.787732e-63
[46,] 2.353706e-54 1.985033e-57 1.350871e-60 7.417844e-64 3.286739e-67
[47,] 7.698332e-58 5.200769e-61 2.835105e-64 1.247061e-67 4.426191e-71
[48,] 1.844352e-61 9.980906e-65 4.358395e-68 1.535678e-71 4.366132e-75
[49,] 3.236610e-65 1.403044e-68 4.907754e-72 1.385195e-75 3.154728e-79
[50,] 4.160469e-69 1.444701e-72 4.048034e-76 9.152224e-80 1.669676e-83

> 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  
  5.450e+00   -1.960e-05  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1owq61257160357.ps tmp/1owq61257160357.png")
> system("convert tmp/2d0n21257160357.ps tmp/2d0n21257160357.png")
> system("convert tmp/3rdld1257160357.ps tmp/3rdld1257160357.png")
> system("convert tmp/4a41p1257160357.ps tmp/4a41p1257160357.png")
> system("convert tmp/551wa1257160357.ps tmp/551wa1257160357.png")
> system("convert tmp/6tlmz1257160357.ps tmp/6tlmz1257160357.png")
> system("convert tmp/7sj4l1257160357.ps tmp/7sj4l1257160357.png")
> 
> 
> proc.time()
   user  system elapsed 
  3.041   2.046   3.447