R version 2.7.2 (2008-08-25)
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.

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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(3.4,3,3.1,2.5,2.2,2.3,2.1,2.8,3.1,2.9,2.6,2.7,2.3,2.3,2.1,2.2,2.9,2.6,2.7,1.8,1.3,0.9,1.3,1.3,1.3,1.3,1.1,1.4,1.2,1.7,1.8,1.5,1,1.6,1.5,1.8,1.8,1.6,1.9,1.7,1.6,1.3,1.1,1.9,2.6,2.3,2.4,2.2,2,2.9,2.6,2.3,2.3,2.6,3.1,2.8,2.5,2.9,3.1,3.1,3.2,2.5,2.6,2.9,2.6,2.4,1.7,2,2.2,1.9,1.6,1.6,1.2,1.2,1.5,1.6,1.7,1.8,1.8,1.8,1.3,1.3,1.4,1.1,1.5,2.2,2.9,3.1,3.5,3.6,4.4,4.2,5.2,5.8)
> y <- c(8.9,8.9,8.5,8.1,7.5,7.1,6.9,7.1,7,6.7,7,7.3,7.7,8.4,8.4,8.8,9.1,9,8.6,7.9,7.7,7.8,9.1,9.4,9.3,8.7,8.4,8.6,9,9.1,8.7,8.2,7.9,7.9,9.1,9.4,9.5,9.1,9,9.3,9.9,9.8,9.4,8.3,8,8.5,10.4,11.1,10.9,9.9,9.2,9.2,9.5,9.6,9.5,9.1,8.9,9,10.1,10.3,10.2,9.6,9.2,9.3,9.4,9.4,9.2,9,9,9,9.8,10,9.9,9.3,9,9,9.1,9.1,9.1,9.2,8.8,8.3,8.4,8.1,7.8,7.9,7.9,8,7.9,7.5,7.2,6.9,6.6,6.7)
> x <- c(5.6,5.6,5.5,5.4,5.4,5.4,5.5,5.7,5.7,5.4,5.6,5.8,6.1,6.8,6.7,6.7,6.4,6.3,6.3,6.4,6.3,6,6.2,6.3,6.6,7.5,7.8,7.9,7.8,7.6,7.5,7.6,7.5,7.3,7.6,7.5,7.6,7.9,7.9,8.1,8.2,8,7.5,6.8,6.5,6.6,7.6,8,8,7.7,7.5,7.6,7.7,7.9,7.8,7.5,7.5,7.1,7.5,7.5,7.6,7.7,7.7,7.9,8.1,8.2,8.2,8.1,7.9,7.3,6.9,6.6,6.7,6.9,7,7.1,7.2,7.1,6.9,7,6.8,6.4,6.7,6.7,6.4,6.3,6.2,6.5,6.8,6.8,6.5,6.3,5.9,5.9)
> par7 = 'cons prijs index'
> par6 = 'werkloze vrouwen'
> par5 = 'werkloze mannen'
> 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/1crlg1226336057.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/2e6cm1226336057.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/337aq1226336057.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/4fgp81226336057.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/5iwho1226336057.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  
     3.0115       0.8207  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/64wlx1226336057.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]  6.161254  6.270999  6.380744  6.490488  6.600233  6.709978  6.819723
 [8]  6.929467  7.039212  7.148957  7.258702  7.368446  7.478191  7.587936
[15]  7.697680  7.807425  7.917170  8.026915  8.136659  8.246404  8.356149
[22]  8.465893  8.575638  8.685383  8.795128  8.904872  9.014617  9.124362
[29]  9.234107  9.343851  9.453596  9.563341  9.673085  9.782830  9.892575
[36] 10.002320 10.112064 10.221809 10.331554 10.441298 10.551043 10.660788
[43] 10.770533 10.880277 10.990022 11.099767 11.209512 11.319256 11.429001
[50] 11.538746

$yords
 [1] 0.4622440 0.5801116 0.6979792 0.8158468 0.9337144 1.0515820 1.1694496
 [8] 1.2873172 1.4051847 1.5230523 1.6409199 1.7587875 1.8766551 1.9945227
[15] 2.1123903 2.2302579 2.3481255 2.4659931 2.5838607 2.7017282 2.8195958
[22] 2.9374634 3.0553310 3.1731986 3.2910662 3.4089338 3.5268014 3.6446690
[29] 3.7625366 3.8804042 3.9982718 4.1161393 4.2340069 4.3518745 4.4697421
[36] 4.5876097 4.7054773 4.8233449 4.9412125 5.0590801 5.1769477 5.2948153
[43] 5.4126828 5.5305504 5.6484180 5.7662856 5.8841532 6.0020208 6.1198884
[50] 6.2377560

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.683730e-09 7.271062e-09 2.885777e-08 1.232329e-07 6.663695e-07
 [2,] 2.002339e-08 8.063620e-08 2.865250e-07 9.953613e-07 4.046557e-06
 [3,] 2.042474e-07 7.736949e-07 2.531916e-06 7.603846e-06 2.407587e-05
 [4,] 1.784631e-06 6.387013e-06 1.954717e-05 5.299362e-05 1.391278e-04
 [5,] 1.335026e-05 4.524580e-05 1.305321e-04 3.276980e-04 7.553373e-04
 [6,] 8.549539e-05 2.747507e-04 7.502672e-04 1.768119e-03 3.717904e-03
 [7,] 4.687856e-04 1.429722e-03 3.703746e-03 8.251821e-03 1.617816e-02
 [8,] 2.201494e-03 6.376396e-03 1.569203e-02 3.317718e-02 6.135200e-02
 [9,] 8.858518e-03 2.438301e-02 5.706332e-02 1.147454e-01 2.013695e-01
[10,] 3.055966e-02 7.999415e-02 1.782020e-01 3.413498e-01 5.705147e-01
[11,] 9.044644e-02 2.253497e-01 4.783598e-01 8.741411e-01 1.394915e+00
[12,] 2.298731e-01 5.457227e-01 1.105282e+00 1.929967e+00 2.947370e+00
[13,] 5.023008e-01 1.137799e+00 2.202431e+00 3.682499e+00 5.397025e+00
[14,] 9.452178e-01 2.046730e+00 3.795268e+00 6.094248e+00 8.604098e+00
[15,] 1.535333e+00 3.186370e+00 5.679076e+00 8.795461e+00 1.202869e+01
[16,] 2.160093e+00 4.313193e+00 7.425949e+00 1.116474e+01 1.491303e+01
[17,] 2.646405e+00 5.113788e+00 8.569960e+00 1.263114e+01 1.667842e+01
[18,] 2.847484e+00 5.372699e+00 8.865680e+00 1.299296e+01 1.723758e+01
[19,] 2.728264e+00 5.094422e+00 8.413786e+00 1.248849e+01 1.695562e+01
[20,] 2.378584e+00 4.477265e+00 7.550163e+00 1.156834e+01 1.631587e+01
[21,] 1.945278e+00 3.768906e+00 6.609821e+00 1.059235e+01 1.561601e+01
[22,] 1.545164e+00 3.132550e+00 5.771480e+00 9.708294e+00 1.494201e+01
[23,] 1.225948e+00 2.618148e+00 5.075508e+00 8.950729e+00 1.435267e+01
[24,] 9.860397e-01 2.220818e+00 4.533377e+00 8.388232e+00 1.402126e+01
[25,] 8.143430e-01 1.943384e+00 4.195211e+00 8.157044e+00 1.419337e+01
[26,] 7.109236e-01 1.809462e+00 4.129578e+00 8.380553e+00 1.503282e+01
[27,] 6.821422e-01 1.838233e+00 4.364921e+00 9.071633e+00 1.648331e+01
[28,] 7.268807e-01 2.017176e+00 4.847710e+00 1.007729e+01 1.819847e+01
[29,] 8.275142e-01 2.289537e+00 5.429683e+00 1.107441e+01 1.957468e+01
[30,] 9.478747e-01 2.556859e+00 5.888723e+00 1.164521e+01 1.995606e+01
[31,] 1.039196e+00 2.703562e+00 6.004202e+00 1.145995e+01 1.898827e+01
[32,] 1.057533e+00 2.647994e+00 5.674010e+00 1.048332e+01 1.688184e+01
[33,] 9.871809e-01 2.392281e+00 4.987197e+00 9.018078e+00 1.430223e+01
[34,] 8.510409e-01 2.022450e+00 4.166149e+00 7.498583e+00 1.191224e+01
[35,] 6.942394e-01 1.647178e+00 3.410298e+00 6.196651e+00 9.958583e+00
[36,] 5.530445e-01 1.327267e+00 2.781286e+00 5.105185e+00 8.262943e+00
[37,] 4.369478e-01 1.058333e+00 2.225278e+00 4.075549e+00 6.557137e+00
[38,] 3.366151e-01 8.103324e-01 1.681759e+00 3.028090e+00 4.787312e+00
[39,] 2.433930e-01 5.724998e-01 1.156642e+00 2.027411e+00 3.131450e+00
[40,] 1.592317e-01 3.617279e-01 7.060038e-01 1.200103e+00 1.809629e+00
[41,] 9.196102e-02 2.006250e-01 3.773793e-01 6.224319e-01 9.186033e-01
[42,] 4.625576e-02 9.677614e-02 1.756453e-01 2.820459e-01 4.093078e-01
[43,] 2.013534e-02 4.045518e-02 7.110203e-02 1.117960e-01 1.608984e-01
[44,] 7.568464e-03 1.465278e-02 2.509294e-02 3.906689e-02 5.723186e-02
[45,] 2.457249e-03 4.612501e-03 7.800207e-03 1.246166e-02 2.053519e-02
[46,] 6.914719e-04 1.277707e-03 2.234496e-03 4.182073e-03 9.877288e-03
[47,] 1.710995e-04 3.294681e-04 7.046512e-04 2.023817e-03 7.406141e-03
[48,] 3.982375e-05 9.792834e-05 3.408519e-04 1.499644e-03 6.551498e-03
[49,] 1.117096e-05 4.683702e-05 2.445024e-04 1.234748e-03 5.449693e-03
[50,] 5.216171e-06 3.196459e-05 1.855834e-04 9.335407e-04 3.987969e-03
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.248051e-06 2.641661e-05 1.441910e-04 6.664028e-04  0.002580488
 [2,] 2.062633e-05 1.129961e-04 5.698032e-04 2.473569e-03  0.009047447
 [3,] 9.364100e-05 4.291978e-04 1.952386e-03 7.892512e-03  0.027190743
 [4,] 4.125293e-04 1.494235e-03 5.888547e-03 2.178782e-02  0.070261529
 [5,] 1.789329e-03 4.967899e-03 1.606372e-02 5.272054e-02  0.157085239
 [6,] 7.493359e-03 1.627966e-02 4.127076e-02 1.145970e-01  0.307741892
 [7,] 2.918493e-02 5.252645e-02 1.040635e-01 2.328130e-01  0.541349564
 [8,] 1.022492e-01 1.616308e-01 2.615258e-01 4.632575e-01  0.890984063
 [9,] 3.155164e-01 4.564719e-01 6.407230e-01 9.280995e-01  1.445392098
[10,] 8.483862e-01 1.150900e+00 1.471029e+00 1.848431e+00  2.394953718
[11,] 1.979676e+00 2.552913e+00 3.064164e+00 3.522216e+00  4.022131482
[12,] 4.008573e+00 4.956223e+00 5.690497e+00 6.201889e+00  6.587458799
[13,] 7.063100e+00 8.430272e+00 9.374254e+00 9.905028e+00 10.144731806
[14,] 1.089041e+01 1.263789e+01 1.375036e+01 1.429449e+01 14.412217067
[15,] 1.482960e+01 1.687951e+01 1.815338e+01 1.876622e+01 18.825157255
[16,] 1.808940e+01 2.042350e+01 2.194174e+01 2.272645e+01 22.767383584
[17,] 2.017953e+01 2.290267e+01 2.482085e+01 2.585589e+01 25.830123762
[18,] 2.114596e+01 2.444132e+01 2.689269e+01 2.815703e+01 27.925127545
[19,] 2.140836e+01 2.541309e+01 2.841773e+01 2.979518e+01 29.221764825
[20,] 2.137833e+01 2.609450e+01 2.956553e+01 3.094895e+01 30.040173142
[21,] 2.123306e+01 2.656142e+01 3.041615e+01 3.184460e+01 30.840138296
[22,] 2.101231e+01 2.687984e+01 3.117140e+01 3.291430e+01 32.298206084
[23,] 2.085124e+01 2.732454e+01 3.230699e+01 3.486572e+01 35.315840049
[24,] 2.106386e+01 2.837242e+01 3.447300e+01 3.849968e+01 40.759788396
[25,] 2.200405e+01 3.046651e+01 3.815663e+01 4.424876e+01 48.854854082
[26,] 2.383557e+01 3.369585e+01 4.323845e+01 5.158983e+01 58.487965315
[27,] 2.634128e+01 3.753319e+01 4.867060e+01 5.874535e+01 67.070357413
[28,] 2.884639e+01 4.080549e+01 5.262368e+01 6.317686e+01 71.499135319
[29,] 3.036570e+01 4.209501e+01 5.329894e+01 6.288921e+01 69.884811008
[30,] 3.004736e+01 4.051479e+01 5.003284e+01 5.772419e+01 62.790846322
[31,] 2.771537e+01 3.635034e+01 4.383426e+01 4.954965e+01 52.894677069
[32,] 2.405827e+01 3.095783e+01 3.678417e+01 4.106784e+01 43.278501974
[33,] 2.019532e+01 2.587751e+01 3.069506e+01 3.416426e+01 35.705107022
[34,] 1.692629e+01 2.186938e+01 2.611238e+01 2.907484e+01 30.101123258
[35,] 1.431502e+01 1.867168e+01 2.239657e+01 2.484225e+01 25.335842575
[36,] 1.192675e+01 1.557496e+01 1.862226e+01 2.043876e+01 20.418735675
[37,] 9.394801e+00 1.217306e+01 1.441157e+01 1.557282e+01 15.184358028
[38,] 6.755263e+00 8.641765e+00 1.009490e+01 1.070936e+01 10.175461636
[39,] 4.340236e+00 5.474914e+00 6.302421e+00 6.557079e+00  6.083806855
[40,] 2.465928e+00 3.069784e+00 3.483777e+00 3.566333e+00  3.284347957
[41,] 1.234324e+00 1.520619e+00 1.711839e+00 1.763731e+00  1.728871724
[42,] 5.453761e-01 6.722354e-01 7.762881e-01 8.844241e-01  1.108768119
[43,] 2.163802e-01 2.804817e-01 3.771621e-01 5.847022e-01  1.057471328
[44,] 8.348055e-02 1.342742e-01 2.603942e-01 5.754897e-01  1.258547607
[45,] 3.991182e-02 9.672624e-02 2.584804e-01 6.567174e-01  1.472798658
[46,] 2.962362e-02 9.439080e-02 2.771085e-01 7.077657e-01  1.548037320
[47,] 2.777577e-02 9.374679e-02 2.725835e-01 6.760364e-01  1.431873059
[48,] 2.532178e-02 8.375475e-02 2.356686e-01 5.655662e-01  1.163896258
[49,] 2.049064e-02 6.542167e-02 1.779733e-01 4.148939e-01  0.833926621
[50,] 1.444721e-02 4.456054e-02 1.177079e-01 2.679534e-01  0.528386212
            [,11]       [,12]       [,13]      [,14]      [,15]      [,16]
 [1,]  0.00834872  0.02256238  0.05099287  0.0966859  0.1549619  0.2137947
 [2,]  0.02771164  0.07099975  0.15236021  0.2749221  0.4209643  0.5585766
 [3,]  0.07879664  0.19148335  0.39065223  0.6723289  0.9870362  1.2662003
 [4,]  0.19230505  0.44337753  0.86139142  1.4182926  2.0057905  2.5039439
 [5,]  0.40430096  0.88408692  1.63893528  2.5920507  3.5527816  4.3495283
 [6,]  0.73756448  1.52635188  2.70549666  4.1307025  5.5279583  6.6936400
 [7,]  1.18456652  2.30514787  3.91114170  5.7974576  7.6379481  9.2231669
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[49,] 5.642649e-33 3.574822e-35 1.890152e-37
[50,] 2.463213e-34 1.474752e-36 7.369678e-39

> 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  
     4.8109      -0.2962  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/73biu1226336057.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] 5.026169 5.098570 5.170971 5.243373 5.315774 5.388175 5.460577 5.532978
 [9] 5.605379 5.677780 5.750182 5.822583 5.894984 5.967385 6.039787 6.112188
[17] 6.184589 6.256990 6.329392 6.401793 6.474194 6.546596 6.618997 6.691398
[25] 6.763799 6.836201 6.908602 6.981003 7.053404 7.125806 7.198207 7.270608
[33] 7.343010 7.415411 7.487812 7.560213 7.632615 7.705016 7.777417 7.849818
[41] 7.922220 7.994621 8.067022 8.139423 8.211825 8.284226 8.356627 8.429029
[49] 8.501430 8.573831

$yords
 [1] 0.4622440 0.5801116 0.6979792 0.8158468 0.9337144 1.0515820 1.1694496
 [8] 1.2873172 1.4051847 1.5230523 1.6409199 1.7587875 1.8766551 1.9945227
[15] 2.1123903 2.2302579 2.3481255 2.4659931 2.5838607 2.7017282 2.8195958
[22] 2.9374634 3.0553310 3.1731986 3.2910662 3.4089338 3.5268014 3.6446690
[29] 3.7625366 3.8804042 3.9982718 4.1161393 4.2340069 4.3518745 4.4697421
[36] 4.5876097 4.7054773 4.8233449 4.9412125 5.0590801 5.1769477 5.2948153
[43] 5.4126828 5.5305504 5.6484180 5.7662856 5.8841532 6.0020208 6.1198884
[50] 6.2377560

$zden
              [,1]         [,2]        [,3]         [,4]         [,5]
 [1,] 6.230229e-05 0.0001823811 0.000446947 9.182097e-04  0.001591921
 [2,] 2.361225e-04 0.0006659471 0.001572271 3.110916e-03  0.005184884
 [3,] 8.160998e-04 0.0022176067 0.005044480 9.615091e-03  0.015418835
 [4,] 2.572328e-03 0.0067347864 0.014761834 2.711205e-02  0.041865523
 [5,] 7.394246e-03 0.0186540268 0.039402985 6.975396e-02  0.103806592
 [6,] 1.938467e-02 0.0471254790 0.095947243 1.637832e-01  0.235138678
 [7,] 4.634874e-02 0.1085952964 0.213171018 3.510916e-01  0.486915552
 [8,] 1.010791e-01 0.2282959000 0.432254647 6.875021e-01  0.922805222
 [9,] 2.010821e-01 0.4379367884 0.800317864 1.230919e+00  1.603556470
[10,] 3.649616e-01 0.7668339156 1.353964485 2.017984e+00  2.562174923
[11,] 6.045017e-01 1.2263315144 2.095405470 3.036192e+00  3.780604717
[12,] 9.141372e-01 1.7927458560 2.971899305 4.207340e+00  5.184635420
[13,] 1.262976e+00 2.3991898723 3.874060982 5.399104e+00  6.668053559
[14,] 1.596095e+00 2.9463280092 4.663082206 6.468554e+00  8.138667553
[15,] 1.848697e+00 3.3333529384 5.220524704 7.319779e+00  9.559868816
[16,] 1.969274e+00 3.4971103454 5.497138185 7.943911e+00 10.959870935
[17,] 1.940877e+00 3.4391570414 5.533594181 8.417809e+00 12.402502961
[18,] 1.788846e+00 3.2254900592 5.441534602 8.863885e+00 13.941674256
[19,] 1.570613e+00 2.9593985521 5.356947322 9.396793e+00 15.590103961
[20,] 1.353395e+00 2.7426713570 5.391118926 1.008367e+01 17.313285359
[21,] 1.191328e+00 2.6435916903 5.598749525 1.092617e+01 19.033062873
[22,] 1.111413e+00 2.6817804689 5.967293131 1.185606e+01 20.621453851
[23,] 1.110949e+00 2.8292930812 6.421950221 1.273783e+01 21.889555355
[24,] 1.163706e+00 3.0227686197 6.842652098 1.338612e+01 22.601303583
[25,] 1.230798e+00 3.1827723905 7.094354312 1.361001e+01 22.536298730
[26,] 1.273330e+00 3.2378665253 7.069394239 1.328168e+01 21.589186627
[27,] 1.264554e+00 3.1488501851 6.730780672 1.240357e+01 19.856869730
[28,] 1.198791e+00 2.9255191868 6.138252889 1.113952e+01 17.661113969
[29,] 1.094315e+00 2.6286992124 5.442849801 9.788563e+00 15.485116933
[30,] 9.887716e-01 2.3551549563 4.848409122 8.706340e+00 13.843691749
[31,] 9.280782e-01 2.2091326382 4.551293770 8.199780e+00 13.132978603
[32,] 9.516263e-01 2.2686653650 4.677102268 8.430025e+00 13.510842821
[33,] 1.077872e+00 2.5568747236 5.235118897 9.356892e+00 14.849165666
[34,] 1.295078e+00 3.0287901952 6.108522304 1.074786e+01 16.777680424
[35,] 1.561640e+00 3.5811732511 7.088360482 1.225296e+01 18.805562450
[36,] 1.817714e+00 4.0845609603 7.941238604 1.351750e+01 20.471479866
[37,] 2.004602e+00 4.4253624899 8.482314362 1.428368e+01 21.457904019
[38,] 2.083478e+00 4.5389390511 8.620696449 1.443791e+01 21.627967873
[39,] 2.044689e+00 4.4191483242 8.360708456 1.399450e+01 20.991270238
[40,] 1.904348e+00 4.1041407029 7.769334574 1.304359e+01 19.642769812
[41,] 1.692496e+00 3.6516005865 6.936883801 1.170348e+01 17.718765930
[42,] 1.440922e+00 3.1189996543 5.952874883 1.009905e+01 15.382865998
[43,] 1.176353e+00 2.5557175861 4.900329604 8.360148e+00 12.824496438
[44,] 9.193240e-01 2.0033513293 3.857244923 6.620180e+00 10.247158538
[45,] 6.853617e-01 1.4968149526 2.893994737 5.003516e+00  7.840132102
[46,] 4.855212e-01 1.0624970604 2.064886598 3.605728e+00  5.745684373
[47,] 3.258028e-01 0.7149915709 1.399793517 2.478503e+00  4.038761212
[48,] 2.066921e-01 0.4557690872 0.901972993 1.627581e+00  2.727663958
[49,] 1.238968e-01 0.2753457760 0.553330081 1.023300e+00  1.771931143
[50,] 7.021226e-02 0.1578999376 0.323934094 6.171987e-01  1.106565550
              [,6]         [,7]        [,8]        [,9]       [,10]      [,11]
 [1,]  0.002403210  0.003591066  0.00717415  0.02129759  0.07023713  0.2104921
 [2,]  0.007454506  0.010228295  0.01763698  0.04601424  0.14143838  0.4045815
 [3,]  0.021186473  0.026992843  0.04059576  0.09208010  0.26134123  0.7114044
 [4,]  0.055141259  0.065881959  0.08760849  0.17144207  0.44409375  1.1453679
 [5,]  0.131413440  0.148559607  0.17750610  0.29885323  0.69670246  1.6912131
 [6,]  0.286912607  0.309497553  0.33830425  0.49197715  1.01589362  2.2974423
 [7,]  0.574518848  0.596540631  0.60840429  0.77386785  1.39289973  2.8891142
 [8,]  1.057315251  1.067121618  1.03762992  1.18039502  1.83025636  3.4036175
 [9,]  1.794352239  1.781026697  1.69014882  1.77395371  2.36875307  3.8391827
[10,]  2.822451766  2.794634826  2.65148850  2.66051307  3.11398452  4.2934332
[11,]  4.145048557  4.162886272  4.03799014  4.00016404  4.24526087  4.9676271
[12,]  5.739008770  5.949445335  5.99904036  5.99573046  5.99073600  6.1248941
[13,]  7.579107607  8.233821446  8.69624143  8.84672420  8.56475471  8.0119772
[14,]  9.663062482 11.097017914 12.24957996 12.67213972 12.08383255 10.7725215
[15,] 12.013265698 14.577149562 16.66293181 17.43050783 16.49605891 14.3860946
[16,] 14.646412925 18.612984984 21.76768744 22.88187362 21.56130669 18.6578902
[17,] 17.530727091 23.015420349 27.22852632 28.62451025 26.89905570 23.2640090
[18,] 20.565814660 27.498024057 32.62363959 34.19808446 32.08577939 27.8360484
[19,] 23.602585595 31.755377638 37.55938947 39.20116759 36.75761503 32.0560065
[20,] 26.482570427 35.535626009 41.74997714 43.36134744 40.67613300 35.7318191
[21,] 29.055523907 38.654543929 45.01832532 46.53325796 43.74297448 38.8315737
[22,] 31.157094821 40.950026851 47.23939865 48.65434383 45.97851030 41.4650407
[23,] 32.576347667 42.234570317 48.29526688 49.71255022 47.48725212 43.8141247
[24,] 33.067943887 42.312733657 48.09772960 49.75482639 48.42014801 46.0325631
[25,] 32.435985549 41.077736888 46.67096373 48.91833479 48.93348978 48.1563519
[26,] 30.656733505 38.631609283 44.23114949 47.44398318 49.15126058 50.0741917
[27,] 27.967415680 35.346547998 41.19921674 45.65130959 49.15125794 51.5854091
[28,] 24.860806286 31.819623799 38.13007749 43.88837936 48.99099996 52.5245612
[29,] 21.976338763 28.734528906 35.59088356 42.48323053 48.76085254 52.8857738
[30,] 19.928506227 26.686336175 34.03659893 41.70727071 48.62191272 52.8695654
[31,] 19.135032185 26.030547550 33.71666348 41.74026554 48.78471570 52.8118105
[32,] 19.701901522 26.800133183 34.62751256 42.62656729 49.41967304 53.0197440
[33,] 21.402036481 28.711084306 36.51648751 44.23247989 50.53974917 53.5978611
[34,] 23.754920924 31.252127985 38.93751080 46.23413093 51.92707171 54.3644319
[35,] 26.177342443 33.826486789 41.34786522 48.16376528 53.16382311 54.9201238
[36,] 28.144225022 35.893718409 43.22156217 49.51714620 53.77366793 54.8456040
[37,] 29.295971302 37.064193376 44.14886411 49.88949754 53.41084129 53.9204328
[38,] 29.463316409 37.128974165 43.89833427 49.08412456 51.99507157 52.2305275
[39,] 28.629992488 36.042443019 42.43216272 47.14448609 49.71467964 50.0938500
[40,] 26.880351172 33.888932390 39.87954072 44.29729962 46.89730062 47.8477865
[41,] 24.366680957 30.852891487 36.48202579 40.83926753 43.82577293 45.6285902
[42,] 21.297551533 27.191922965 32.52852277 37.02478534 40.60374125 43.2754386
[43,] 17.926111249 23.202778597 28.29651781 33.00379162 37.13927664 40.4136992
[44,] 14.521263831 19.177373251 24.01272594 28.82847143 33.24567656 36.6686216
[45,] 11.324467040 15.359044860 19.84089736 24.51394444 28.79801415 31.8917378
[46,]  8.510273618 11.915275000 15.89568445 20.11477450 23.85942707 26.2804694
[47,]  6.168252237  8.935951939 12.26968702 15.77312256 18.71053731 20.3330660
[48,]  4.310991170  6.451711914  9.05327186 11.70987658 13.76883795 14.6704957
[49,]  2.898908709  4.456909791  6.33214515  8.16270945  9.44426842  9.8227699
[50,]  1.867196382  2.924116747  4.16487367  5.30649685  6.00747029  6.0822867
           [,12]     [,13]     [,14]     [,15]     [,16]     [,17]     [,18]
 [1,]  0.5422872  1.189316  2.222765  3.556128  4.905422  5.898927  6.291628
 [2,]  1.0009810  2.112285  3.803540  5.873204  7.841178  9.167705  9.577620
 [3,]  1.6889435  3.428743  5.949570  8.871941 11.477810 13.078051 13.438105
 [4,]  2.6059525  5.088225  8.510235 12.265236 15.403097 17.160384 17.438672
 [5,]  3.6795931  6.906510 11.137954 15.533269 18.983879 20.775081 21.031206
 [6,]  4.7615919  8.582491 13.350881 18.049279 21.546389 23.310843 23.724709
 [7,]  5.6641239  9.782230 14.684549 19.294922 22.619951 24.405822 25.246298
 [8,]  6.2325634 10.266573 14.874846 19.070206 22.126872 24.080094 25.611503
 [9,]  6.4262849 10.004632 13.982320 17.589566 20.418596 22.712594 25.077696
[10,]  6.3667805  9.213494 12.390980 15.412546 18.141959 20.884622 24.024772
[11,]  6.3241871  8.300899 10.681743 13.247648 16.010829 19.180738 22.839355
[12,]  6.6434201  7.738101  9.444793 11.727813 14.594645 18.040799 21.853203
[13,]  7.6399090  7.920293  9.114071 11.250834 14.202194 17.704830 21.332346
[14,]  9.5053479  9.066314  9.878237 11.926100 14.874965 18.233787 21.478203
[15,] 12.2541928 11.181475 11.677983 13.616652 16.457917 19.563551 22.408276
[16,] 15.7232911 14.082113 14.271394 16.041138 18.703511 21.557853 24.116563
[17,] 19.6216661 17.469488 17.341558 18.897756 21.371250 24.044414 26.439970
[18,] 23.6175506 21.035559 20.616798 21.971377 24.290618 26.828407 29.057518
[19,] 27.4404619 24.571441 23.962591 25.181283 27.360873 29.681066 31.530555
[20,] 30.9651522 28.033991 27.397966 28.538134 30.482532 32.312060 33.374669
[21,] 34.2390219 31.527043 31.011740 32.020444 33.456458 34.353805 34.149331
[22,] 37.4280125 35.188675 34.810106 35.438666 35.923140 35.396100 33.553419
[23,] 40.6928367 39.034468 38.584195 38.384334 37.409296 35.089056 31.510874
[24,] 44.0523805 42.849384 41.894729 40.325624 37.488706 33.284648 28.220314
[25,] 47.3129936 46.207899 44.209435 40.820517 35.984257 30.146503 24.140985
[26,] 50.1169531 48.630786 45.132406 39.736487 33.099286 26.161327 19.908257
[27,] 52.0981283 49.802305 44.601914 37.354056 29.402375 22.037640 16.206826
[28,] 53.0671526 49.731677 42.949581 34.299984 25.675179 18.540663 13.652147
[29,] 53.1254743 48.772890 40.793897 31.351770 22.704348 16.338615 12.718871
[30,] 52.6421434 47.492736 38.826638 29.212483 21.109082 15.908812 13.715132
[31,] 52.0974325 46.450545 37.591762 28.346526 21.250391 17.498879 16.765097
[32,] 51.8658122 45.990146 37.343901 28.916370 23.211429 21.105148 21.762842
[33,] 52.0459570 46.136794 38.029538 30.809800 26.812900 26.443335 28.303850
[34,] 52.4301253 46.645455 39.382335 33.721448 31.641746 32.930966 35.653351
[35,] 52.6381486 47.174908 41.078648 37.249146 37.098941 39.731933 42.822794
[36,] 52.3475300 47.492205 42.872838 40.972668 42.481012 45.895445 48.773250
[37,] 51.4841097 47.586066 44.640903 44.493858 47.090727 50.561556 52.678324
[38,] 50.2504331 47.614857 46.311220 47.435312 50.346028 53.151278 54.126014
[39,] 48.9663514 47.716984 47.731684 49.419029 51.851656 53.458669 53.165173
[40,] 47.8183012 47.804919 48.570337 50.064715 51.421668 51.618149 50.190926
[41,] 46.6759262 47.483333 48.335870 49.041644 49.070335 47.988417 45.749278
[42,] 45.0954313 46.161060 46.535012 46.172478 44.995807 43.025180 40.366995
[43,] 42.5169595 43.310035 42.895961 41.541394 39.562391 37.195390 34.472299
[44,] 38.5506357 38.734701 37.537055 35.537952 33.266882 30.942418 28.404383
[45,] 33.1976968 32.706641 30.983127 28.794374 26.675115 24.679383 22.461673
[46,] 26.8926336 25.894995 24.015616 22.032687 20.334813 18.781625 16.932793
[47,] 20.3527345 19.135435 17.432243 15.887769 14.689616 13.563125 12.082905
[48,] 14.3223465 13.159490 11.830774 10.779208 10.020976  9.241294  8.106818
[49,]  9.3417424  8.407973  7.501166  6.870356  6.431672  5.908112  5.083693
[50,]  5.6361580  4.987172  4.441626  4.106793  3.868686  3.526156  2.964651
          [,19]     [,20]      [,21]      [,22]      [,23]       [,24]
 [1,]  6.114866  5.628833  5.1193143  4.7104966  4.3349972  3.85601716
 [2,]  9.221496  8.529884  7.8878836  7.3974849  6.8945359  6.16284773
 [3,] 12.896805 12.071777 11.4055746 10.9125945 10.2860696  9.22519106
 [4,] 16.809150 16.038764 15.5393142 15.1578135 14.4139113 12.94153068
 [5,] 20.540906 20.116663 20.0186996 19.8574918 18.9829221 17.01401199
 [6,] 23.702010 23.946772 24.4487185 24.5538675 23.4942035 20.95104161
 [7,] 26.024986 27.176832 28.3479735 28.6558071 27.3116990 24.14585057
 [8,] 27.400317 29.500771 31.2222874 31.5544243 29.8080581 26.03127568
 [9,] 27.856075 30.701754 32.6808152 32.7950354 30.5606167 26.26905828
[10,] 27.522944 30.715485 32.5770701 32.2552583 29.5261393 24.89574871
[11,] 26.622152 29.702317 31.1196779 30.2471497 27.1059808 22.34656367
[12,] 25.473697 28.079570 28.8789107 27.4693478 24.0463140 19.32677297
[13,] 24.484389 26.458202 26.6446785 24.7959950 21.1947886 16.57636024
[14,] 24.076331 25.469812 25.1655458 22.9754251 19.2126767 14.63076563
[15,] 24.558746 25.539198 24.8731506 22.3687677 18.3687967 13.68001451
[16,] 25.995866 26.705323 25.7192257 22.8453382 18.4984220 13.57195133
[17,] 28.141228 28.582181 27.2025567 23.8733490 19.1254713 13.93265704
[18,] 30.480354 30.484341 28.5697702 24.7503769 19.6739708 14.33383225
[19,] 32.370041 31.661901 29.0943485 24.8640716 19.6737366 14.43944992
[20,] 33.219380 31.544475 28.3163109 23.8823332 18.8930944 14.09372975
[21,] 32.648260 29.904033 26.1623855 21.8234503 17.3765206 13.34068249
[22,] 30.579277 26.894832 22.9296319 19.0112452 15.3978896 12.38015542
[23,] 27.248348 22.981280 19.1664434 15.9525804 13.3549708 11.47567417
[24,] 23.142231 18.797121 15.5071377 13.1845146 11.6394077 10.84590634
[25,] 18.886242 14.988828 12.5157259 11.1379331 10.5253789 10.58737141
[26,] 15.116813 12.090481 10.5825902 10.0586952 10.1205693 10.67094096
[27,] 12.378352 10.462055  9.8985891 10.0103085 10.4012385 11.01840411
[28,] 11.073115 10.297825 10.5028366 10.9492138 11.3101167 11.61422890
[29,] 11.463311 11.679266 12.3666312 12.8247084 12.8542801 12.57657919
[30,] 13.690286 14.621053 15.4533723 15.6350723 15.1312745 14.12761210
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[21,] 8.544213e-01 5.924440e-01 4.910155e-01 4.661936e-01 4.596584e-01
[22,] 5.401418e-01 3.268949e-01 2.504941e-01 2.315272e-01 2.245072e-01
[23,] 3.297374e-01 1.726163e-01 1.194312e-01 1.059672e-01 1.004605e-01
[24,] 1.929778e-01 8.754052e-02 5.344121e-02 4.472526e-02 4.117194e-02
[25,] 1.071720e-01 4.259647e-02 2.253376e-02 1.742541e-02 1.545181e-02
[26,] 5.589465e-02 1.978450e-02 8.982618e-03 6.276140e-03 5.310486e-03
[27,] 2.713561e-02 8.703148e-03 3.391116e-03 2.093763e-03 1.671718e-03
[28,] 1.218105e-02 3.595454e-03 1.212106e-03 6.485370e-04 4.822498e-04
[29,] 5.032190e-03 1.384287e-03 4.092535e-04 1.870269e-04 1.275856e-04
[30,] 1.907107e-03 4.936224e-04 1.300135e-04 5.035579e-05 3.099214e-05
[31,] 6.616560e-04 1.622666e-04 3.867473e-05 1.268928e-05 6.923162e-06
[32,] 2.098669e-04 4.900831e-05 1.071847e-05 2.997711e-06 1.425098e-06
[33,] 6.080601e-05 1.356753e-05 2.754819e-06 6.642426e-07 2.709922e-07
[34,] 1.608565e-05 3.437423e-06 6.540146e-07 1.379395e-07 4.774048e-08
[35,] 3.884965e-06 7.962022e-07 1.429649e-07 2.679097e-08 7.815695e-09
[36,] 8.571383e-07 1.685186e-07 2.870507e-08 4.852398e-09 1.192561e-09
[37,] 1.731506e-07 3.259751e-08 5.284857e-09 8.168488e-10 1.700134e-10
[38,] 3.225350e-08 5.772615e-09 8.914311e-10 1.273855e-10 2.267978e-11
[39,] 5.654567e-09 9.413782e-10 1.378548e-10 1.835334e-11 2.832129e-12
[40,] 9.842672e-10 1.438974e-10 1.963286e-11 2.439827e-12 3.308366e-13
[41,] 1.891768e-10 2.163366e-11 2.614070e-12 2.999132e-13 3.611547e-14
[42,] 4.467800e-11 3.543084e-12 3.397299e-13 3.449357e-14 3.686735e-15
[43,] 1.272350e-11 7.111134e-13 4.750268e-14 3.854148e-15 3.547769e-16
[44,] 3.890348e-12 1.748251e-13 8.104505e-15 4.585019e-16 3.319058e-17
[45,] 1.167137e-12 4.687695e-14 1.717588e-15 6.626527e-17 3.282615e-18
[46,] 3.297932e-13 1.241868e-14 4.033362e-16 1.206606e-17 3.939418e-19
[47,] 8.643316e-14 3.104089e-15 9.426192e-17 2.476557e-18 6.084614e-20
[48,] 2.088896e-14 7.195219e-16 2.082417e-17 5.100096e-19 1.085673e-20
[49,] 4.643216e-15 1.536876e-16 4.265935e-18 9.949917e-20 1.966130e-21
[50,] 9.478010e-16 3.016709e-17 8.047496e-19 1.800067e-20 3.383966e-22
             [,45]        [,46]        [,47]        [,48]        [,49]
 [1,] 1.396756e-02 1.379065e-02 1.386642e-02 1.397025e-02 1.325278e-02
 [2,] 3.698991e-02 3.657961e-02 3.693024e-02 3.694819e-02 3.433658e-02
 [3,] 8.997861e-02 8.928009e-02 9.037123e-02 8.951565e-02 8.130509e-02
 [4,] 2.011582e-01 2.005003e-01 2.030701e-01 1.985496e-01 1.758907e-01
 [5,] 4.135160e-01 4.142247e-01 4.187456e-01 4.029693e-01 3.475415e-01
 [6,] 7.819295e-01 7.869929e-01 7.918798e-01 7.479961e-01 6.270484e-01
 [7,] 1.360405e+00 1.374422e+00 1.372442e+00 1.269305e+00 1.032842e+00
 [8,] 2.177875e+00 2.205180e+00 2.178653e+00 1.968382e+00 1.552843e+00
 [9,] 3.207969e+00 3.248446e+00 3.165878e+00 2.788611e+00 2.130669e+00
[10,] 4.346718e+00 4.390703e+00 4.209065e+00 3.608113e+00 2.667742e+00
[11,] 5.415866e+00 5.441711e+00 5.117515e+00 4.262667e+00 3.047648e+00
[12,] 6.202127e+00 6.180212e+00 5.687672e+00 4.597305e+00 3.176434e+00
[13,] 6.524291e+00 6.427992e+00 5.776356e+00 4.525540e+00 3.020205e+00
[14,] 6.300505e+00 6.119389e+00 5.358961e+00 4.065552e+00 2.619556e+00
[15,] 5.581941e+00 5.329424e+00 4.540425e+00 3.332707e+00 2.072483e+00
[16,] 4.533999e+00 4.244182e+00 3.512378e+00 2.492635e+00 1.495572e+00
[17,] 3.374361e+00 3.089400e+00 2.480327e+00 1.700853e+00 9.843775e-01
[18,] 2.299639e+00 2.054794e+00 1.598628e+00 1.058742e+00 5.909364e-01
[19,] 1.434335e+00 1.248373e+00 9.402769e-01 6.011779e-01 3.235443e-01
[20,] 8.183754e-01 6.926108e-01 5.046413e-01 3.113749e-01 1.615593e-01
[21,] 4.269521e-01 3.508380e-01 2.471072e-01 1.471004e-01 7.357460e-02
[22,] 2.035961e-01 1.622242e-01 1.103896e-01 6.338387e-02 3.055734e-02
[23,] 8.871311e-02 6.846183e-02 4.498641e-02 2.490956e-02 1.157416e-02
[24,] 3.531209e-02 2.636631e-02 1.672324e-02 8.928238e-03 3.998031e-03
[25,] 1.283781e-02 9.265593e-03 5.670558e-03 2.918566e-03 1.259453e-03
[26,] 4.262151e-03 2.970869e-03 1.753801e-03 8.701013e-04 3.618209e-04
[27,] 1.292124e-03 8.690679e-04 4.947330e-04 2.365709e-04 9.479361e-05
[28,] 3.576946e-04 2.319346e-04 1.272880e-04 5.865963e-05 2.264833e-05
[29,] 9.042392e-05 5.646889e-05 2.986915e-05 1.326479e-05 4.934733e-06
[30,] 2.087793e-05 1.254252e-05 6.392517e-06 2.735530e-06 9.805283e-07
[31,] 4.403980e-06 2.541578e-06 1.247764e-06 5.144709e-07 1.776743e-07
[32,] 8.490661e-07 4.698817e-07 2.221287e-07 8.823828e-08 2.936002e-08
[33,] 1.497070e-07 7.926510e-08 3.606570e-08 1.380165e-08 4.424417e-09
[34,] 2.416081e-08 1.220233e-08 5.340805e-09 1.968705e-09 6.080243e-10
[35,] 3.573101e-09 1.714593e-09 7.213668e-10 2.560992e-10 7.619951e-11
[36,] 4.849447e-10 2.199700e-10 8.887148e-11 3.038203e-11 8.708631e-12
[37,] 6.051722e-11 2.577651e-11 9.987443e-12 3.287081e-12 9.076419e-13
[38,] 6.960239e-12 2.760466e-12 1.023935e-12 3.243361e-13 8.626747e-14
[39,] 7.398264e-13 2.703715e-13 9.577973e-14 2.918642e-14 7.477368e-15
[40,] 7.290249e-14 2.424327e-14 8.175920e-15 2.395408e-15 5.910465e-16
[41,] 6.681698e-15 1.992700e-15 6.370445e-16 1.793121e-16 4.260579e-17
[42,] 5.715472e-16 1.504037e-16 4.532355e-17 1.224328e-17 2.800887e-18
[43,] 4.582282e-17 1.044768e-17 2.945768e-18 7.625589e-19 1.679200e-19
[44,] 3.472893e-18 6.701081e-19 1.750209e-19 4.333037e-20 9.181315e-21
[45,] 2.551247e-19 3.991844e-20 9.515444e-21 2.246549e-21 4.578317e-22
[46,] 1.954147e-20 2.241783e-21 4.742787e-22 1.063060e-22 2.082234e-23
[47,] 1.808545e-21 1.243596e-22 2.177508e-23 4.593082e-24 8.637562e-25
[48,] 2.249343e-22 7.766705e-24 9.358093e-25 1.814067e-25 3.268461e-26
[49,] 3.415227e-23 6.660620e-25 3.992449e-26 6.574781e-27 1.128454e-27
[50,] 5.404225e-24 7.910027e-26 2.009628e-27 2.221263e-28 3.557873e-29
             [,50]
 [1,] 1.118045e-02
 [2,] 2.812544e-02
 [3,] 6.458272e-02
 [4,] 1.353448e-01
 [5,] 2.588318e-01
 [6,] 4.516438e-01
 [7,] 7.190125e-01
 [8,] 1.044252e+00
 [9,] 1.383483e+00
[10,] 1.671935e+00
[11,] 1.842985e+00
[12,] 1.852956e+00
[13,] 1.699167e+00
[14,] 1.421094e+00
[15,] 1.083969e+00
[16,] 7.540669e-01
[17,] 4.784051e-01
[18,] 2.768022e-01
[19,] 1.460583e-01
[20,] 7.028501e-02
[21,] 3.084435e-02
[22,] 1.234419e-02
[23,] 4.505281e-03
[24,] 1.499517e-03
[25,] 4.551455e-04
[26,] 1.259843e-04
[27,] 3.180165e-05
[28,] 7.320637e-06
[29,] 1.536786e-06
[30,] 2.942002e-07
[31,] 5.136140e-08
[32,] 8.177016e-09
[33,] 1.187184e-09
[34,] 1.571823e-10
[35,] 1.897810e-11
[36,] 2.089609e-12
[37,] 2.098171e-13
[38,] 1.921233e-14
[39,] 1.604291e-15
[40,] 1.221659e-16
[41,] 8.483618e-18
[42,] 5.372535e-19
[43,] 3.102696e-20
[44,] 1.634070e-21
[45,] 7.848137e-23
[46,] 3.437465e-24
[47,] 1.373032e-25
[48,] 5.001586e-27
[49,] 1.661575e-28
[50,] 5.034432e-30

> 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  
     4.4095      -0.3136  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1crlg1226336057.ps tmp/1crlg1226336057.png")
> system("convert tmp/2e6cm1226336057.ps tmp/2e6cm1226336057.png")
> system("convert tmp/337aq1226336057.ps tmp/337aq1226336057.png")
> system("convert tmp/4fgp81226336057.ps tmp/4fgp81226336057.png")
> system("convert tmp/5iwho1226336057.ps tmp/5iwho1226336057.png")
> system("convert tmp/64wlx1226336057.ps tmp/64wlx1226336057.png")
> system("convert tmp/73biu1226336057.ps tmp/73biu1226336057.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.335   1.369   3.560