R version 2.9.0 (2009-04-17)
Copyright (C) 2009 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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

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

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

> z <- c(116.07,116.04,115.81,116.22,115.85,100.29,101.12,102.65,102.71,103.39,102.8,102.07,102.15,101.21,101.27,101.86,101.65,101.94,102.62,102.72,103.39,104.51,104.09,104.29,104.57,105.39,105.15,106.13,105.46,106.47,106.62,106.52,108.04,107.15,107.32,107.76,107.26,107.89,109.08,110.4,111.03,112.05,112.28,112.8,114.17,114.92,114.65,115.49,114.67,114.71,115.15,115.03,115.07,116.46,116.37,116.2,116.5,116.38,115.44,114.96,114.48,114.3)
> y <- c(325412,326011,328282,317480,317539,313737,312276,309391,302950,300316,304035,333476,337698,335932,323931,313927,314485,313218,309664,302963,298989,298423,310631,329765,335083,327616,309119,295916,291413,291542,284678,276475,272566,264981,263290,296806,303598,286994,276427,266424,267153,268381,262522,255542,253158,243803,250741,280445,285257,270976,261076,255603,260376,263903,264291,263276,262572,256167,264221,293860,300713,287224)
> x <- c(285351,286602,283042,276687,277915,277128,277103,275037,270150,267140,264993,287259,291186,292300,288186,281477,282656,280190,280408,276836,275216,274352,271311,289802,290726,292300,278506,269826,265861,269034,264176,255198,253353,246057,235372,258556,260993,254663,250643,243422,247105,248541,245039,237080,237085,225554,226839,247934,248333,246969,245098,246263,255765,264319,268347,273046,273963,267430,271993,292710,295881,293299)
> par7 = 'Consumptieprijzen voeding'
> par6 = 'Werkloze vrouwen'
> par5 = 'Werklozen 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 2.23 loaded
Copyright M. P. Wand 1997-2009

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


Package GenKern installed

> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/html/rcomp/tmp/1rsp31256748512.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/22vpl1256748512.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/3ne2m1256748512.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/4m2ck1256748512.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/5sthf1256748512.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  
 -21931.289        1.175  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/600zz1256748512.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] 229849.9 232335.7 234821.4 237307.1 239792.9 242278.6 244764.3 247250.1
 [9] 249735.8 252221.6 254707.3 257193.0 259678.8 262164.5 264650.2 267136.0
[17] 269621.7 272107.5 274593.2 277078.9 279564.7 282050.4 284536.2 287021.9
[25] 289507.6 291993.4 294479.1 296964.8 299450.6 301936.3 304422.1 306907.8
[33] 309393.5 311879.3 314365.0 316850.8 319336.5 321822.2 324308.0 326793.7
[41] 329279.4 331765.2 334250.9 336736.7 339222.4 341708.1 344193.9 346679.6
[49] 349165.3 351651.1

$yords
 [1]  98.14116  98.55969  98.97821  99.39673  99.81526 100.23378 100.65231
 [8] 101.07083 101.48935 101.90788 102.32640 102.74493 103.16345 103.58197
[15] 104.00050 104.41902 104.83755 105.25607 105.67459 106.09312 106.51164
[22] 106.93017 107.34869 107.76721 108.18574 108.60426 109.02279 109.44131
[29] 109.85983 110.27836 110.69688 111.11541 111.53393 111.95245 112.37098
[36] 112.78950 113.20803 113.62655 114.04507 114.46360 114.88212 115.30065
[43] 115.71917 116.13769 116.55622 116.97474 117.39327 117.81179 118.23031
[50] 118.64884

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.157211e-31 1.581936e-29 5.298153e-28 1.561746e-26 4.051769e-25
 [2,] 7.377231e-30 2.624495e-28 8.217641e-27 2.264641e-25 5.492879e-24
 [3,] 1.177088e-28 3.914954e-27 1.146025e-25 2.952657e-24 6.695467e-23
 [4,] 1.688714e-27 5.250957e-26 1.437051e-24 3.461452e-23 7.338281e-22
 [5,] 2.178450e-26 6.332748e-25 1.620286e-23 3.648763e-22 7.231882e-21
 [6,] 2.527024e-25 6.867631e-24 1.642740e-22 3.458522e-21 6.408660e-20
 [7,] 2.636316e-24 6.697632e-23 1.497731e-21 2.947944e-20 5.107015e-19
 [8,] 2.474278e-23 5.875177e-22 1.228139e-20 2.259854e-19 3.660112e-18
 [9,] 2.090780e-22 4.637801e-21 9.060372e-20 1.558386e-18 2.359565e-17
[10,] 1.593932e-21 3.298423e-20 6.017955e-19 9.672152e-18 1.368825e-16
[11,] 1.102194e-20 2.119876e-19 3.605315e-18 5.409295e-17 7.151753e-16
[12,] 7.008121e-20 1.240681e-18 1.957045e-17 2.733860e-16 3.371946e-15
[13,] 4.232550e-19 6.739149e-18 9.734881e-17 1.257460e-15 1.441418e-14
[14,] 2.589575e-18 3.544966e-17 4.557663e-16 5.353793e-15 5.649437e-14
[15,] 1.745355e-17 1.945194e-16 2.121147e-15 2.190591e-14 2.082736e-13
[16,] 1.340936e-16 1.198566e-15 1.062325e-14 9.208839e-14 7.599639e-13
[17,] 1.110664e-15 8.296480e-15 6.018953e-14 4.277900e-13 2.953563e-12
[18,] 9.128467e-15 5.996500e-14 3.727849e-13 2.226165e-12 1.284017e-11
[19,] 7.048579e-14 4.202137e-13 2.332215e-12 1.220937e-11 6.079651e-11
[20,] 4.983319e-13 2.736465e-12 1.386926e-11 6.559370e-11 2.916993e-10
[21,] 3.192203e-12 1.624998e-11 7.599756e-11 3.297358e-10 1.336489e-09
[22,] 1.845281e-11 8.733189e-11 3.786481e-10 1.517896e-09 5.663727e-09
[23,] 9.611160e-11 4.235365e-10 1.706397e-09 6.341795e-09 2.188812e-08
[24,] 4.508095e-10 1.851584e-09 6.941849e-09 2.396506e-08 7.670493e-08
[25,] 1.903894e-09 7.294254e-09 2.547602e-08 8.181217e-08 2.432523e-07
[26,] 7.239772e-09 2.589316e-08 8.433253e-08 2.522386e-07 6.977181e-07
[27,] 2.479003e-08 8.283286e-08 2.518388e-07 7.024640e-07 1.810331e-06
[28,] 7.644774e-08 2.388493e-07 6.786371e-07 1.767759e-06 4.251191e-06
[29,] 2.123638e-07 6.209813e-07 1.650894e-06 4.022089e-06 9.041916e-06
[30,] 5.315547e-07 1.456260e-06 3.627473e-06 8.279938e-06 1.743489e-05
[31,] 1.199304e-06 3.081985e-06 7.204393e-06 1.543648e-05 3.051343e-05
[32,] 2.440264e-06 5.890417e-06 1.294460e-05 2.609237e-05 4.853841e-05
[33,] 4.480744e-06 1.017577e-05 2.106582e-05 4.004498e-05 7.029826e-05
[34,] 7.430896e-06 1.590736e-05 3.109689e-05 5.590432e-05 9.289336e-05
[35,] 1.114331e-05 2.253794e-05 4.172179e-05 7.115969e-05 1.122976e-04
[36,] 1.513442e-05 2.900285e-05 5.101233e-05 8.284807e-05 1.246346e-04
[37,] 1.865878e-05 3.399941e-05 5.705000e-05 8.860715e-05 1.276191e-04
[38,] 2.095053e-05 3.646354e-05 5.866460e-05 8.759197e-05 1.214223e-04
[39,] 2.152851e-05 3.600061e-05 5.589118e-05 8.076218e-05 1.085223e-04
[40,] 2.039477e-05 3.302576e-05 4.989777e-05 7.041639e-05 9.267683e-05
[41,] 1.801137e-05 2.854582e-05 4.246005e-05 5.927621e-05 7.758292e-05
[42,] 1.508117e-05 2.373303e-05 3.529791e-05 4.959146e-05 6.579865e-05
[43,] 1.227132e-05 1.952830e-05 2.958221e-05 4.259176e-05 5.822325e-05
[44,] 1.001950e-05 1.642871e-05 2.573752e-05 3.835736e-05 5.415418e-05
[45,] 8.475395e-06 1.447017e-05 2.350141e-05 3.603489e-05 5.181318e-05
[46,] 7.545610e-06 1.333744e-05 2.215368e-05 3.429410e-05 4.916463e-05
[47,] 6.987144e-06 1.253858e-05 2.084237e-05 3.189293e-05 4.474646e-05
[48,] 6.515114e-06 1.160222e-05 1.891914e-05 2.815386e-05 3.817598e-05
[49,] 5.904637e-06 1.024666e-05 1.616312e-05 2.315114e-05 3.012166e-05
[50,] 5.060864e-06 8.457608e-06 1.279757e-05 1.754275e-05 2.182072e-05
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 9.251879e-24 1.859362e-22 3.288885e-21 5.120140e-20 7.015616e-19
 [2,] 1.172606e-22 2.203197e-21 3.643388e-20 5.302815e-19 6.792955e-18
 [3,] 1.336289e-21 2.347306e-20 3.629028e-19 4.938109e-18 5.914020e-17
 [4,] 1.369250e-20 2.248649e-19 3.250221e-18 4.134801e-17 4.629659e-16
 [5,] 1.261568e-19 1.936965e-18 2.617497e-17 3.113169e-16 3.258918e-15
 [6,] 1.045202e-18 1.500330e-17 1.895523e-16 2.107781e-15 2.062902e-14
 [7,] 7.787111e-18 1.045065e-16 1.234439e-15 1.283376e-14 1.174351e-13
 [8,] 5.217723e-17 6.546868e-16 7.230228e-15 7.028042e-14 6.012887e-13
 [9,] 3.144768e-16 3.689172e-15 3.809326e-14 3.462124e-13 2.769579e-12
[10,] 1.705454e-15 1.870496e-14 1.805845e-13 1.534622e-12 1.147938e-11
[11,] 8.327705e-15 8.538141e-14 7.706772e-13 6.123856e-12 4.283616e-11
[12,] 3.666725e-14 3.512812e-13 2.963855e-12 2.201942e-11 1.440341e-10
[13,] 1.460660e-13 1.305975e-12 1.029265e-11 7.146779e-11 4.370953e-10
[14,] 5.305470e-13 4.412587e-12 3.242026e-11 2.101452e-10 1.200885e-09
[15,] 1.788855e-12 1.372712e-11 9.354120e-11 5.641709e-10 3.006236e-09
[16,] 5.814046e-12 4.043698e-11 2.525432e-10 1.406017e-09 6.949062e-09
[17,] 1.941328e-11 1.188119e-10 6.650187e-10 3.362205e-09 1.523252e-08
[18,] 7.109375e-11 3.725557e-10 1.818086e-09 8.146569e-09 3.316222e-08
[19,] 2.882343e-10 1.293293e-09 5.438023e-09 2.120464e-08 7.598223e-08
[20,] 1.222524e-09 4.813813e-09 1.769568e-08 6.030214e-08 1.893593e-07
[21,] 5.071957e-09 1.797567e-08 5.916490e-08 1.797411e-07 5.016078e-07
[22,] 1.971690e-08 6.389072e-08 1.916478e-07 5.288169e-07 1.335630e-06
[23,] 7.034378e-08 2.100935e-07 5.800161e-07 1.470580e-06 3.405595e-06
[24,] 2.283172e-07 6.310812e-07 1.611645e-06 3.777990e-06 8.082423e-06
[25,] 6.719645e-07 1.722943e-06 4.081441e-06 8.875643e-06 1.761317e-05
[26,] 1.791593e-06 4.268565e-06 9.396743e-06 1.899537e-05 3.505004e-05
[27,] 4.327771e-06 9.596333e-06 1.966183e-05 3.700461e-05 6.359567e-05
[28,] 9.477516e-06 1.959098e-05 3.741787e-05 6.566152e-05 1.052544e-04
[29,] 1.883396e-05 3.636089e-05 6.485088e-05 1.062753e-04 1.591315e-04
[30,] 3.400339e-05 6.144172e-05 1.025315e-04 1.571909e-04 2.202179e-04
[31,] 5.585343e-05 9.468143e-05 1.481590e-04 2.129214e-04 2.796099e-04
[32,] 8.360676e-05 1.333074e-04 1.960817e-04 2.647369e-04 3.265758e-04
[33,] 1.142715e-04 1.718530e-04 2.382265e-04 3.029137e-04 3.518867e-04
[34,] 1.429389e-04 2.033566e-04 2.664128e-04 3.199106e-04 3.510171e-04
[35,] 1.641135e-04 2.215727e-04 2.751828e-04 3.130884e-04 3.257576e-04
[36,] 1.736210e-04 2.232493e-04 2.638398e-04 2.856898e-04 2.835357e-04
[37,] 1.701862e-04 2.093564e-04 2.366987e-04 2.456447e-04 2.348444e-04
[38,] 1.558774e-04 1.846638e-04 2.014678e-04 2.028151e-04 1.899395e-04
[39,] 1.352305e-04 1.559357e-04 1.665724e-04 1.658956e-04 1.560489e-04
[40,] 1.135579e-04 1.296327e-04 1.385693e-04 1.400992e-04 1.358688e-04
[41,] 9.523655e-05 1.100435e-04 1.205214e-04 1.262221e-04 1.275569e-04
[42,] 8.258296e-05 9.838247e-05 1.116754e-04 1.211570e-04 1.260365e-04
[43,] 7.553970e-05 9.295959e-05 1.083626e-04 1.195521e-04 1.251487e-04
[44,] 7.212756e-05 9.024879e-05 1.057477e-04 1.160296e-04 1.199245e-04
[45,] 6.946326e-05 8.646657e-05 9.979518e-05 1.071474e-04 1.081365e-04
[46,] 6.499210e-05 7.907096e-05 8.868301e-05 9.234001e-05 9.056597e-05
[47,] 5.745543e-05 6.756730e-05 7.310922e-05 7.354787e-05 7.004645e-05
[48,] 4.718708e-05 5.332637e-05 5.549686e-05 5.391231e-05 4.993378e-05
[49,] 3.567383e-05 3.864606e-05 3.866493e-05 3.632261e-05 3.280679e-05
[50,] 2.471237e-05 2.565100e-05 2.469926e-05 2.249704e-05 1.987994e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 8.460578e-18 8.980149e-17 8.389152e-16 6.897667e-15 4.991574e-14
 [2,] 7.658818e-17 7.600018e-16 6.637724e-15 5.102396e-14 3.452082e-13
 [3,] 6.233851e-16 5.783367e-15 4.722344e-14 3.393799e-13 2.146683e-12
 [4,] 4.562429e-15 3.957265e-14 3.020983e-13 2.029807e-12 1.200373e-11
 [5,] 3.002607e-14 2.434879e-13 1.737851e-12 1.091701e-11 6.036057e-11
 [6,] 1.777004e-13 1.347272e-12 8.990457e-12 5.280418e-11 2.729719e-10
 [7,] 9.458088e-13 6.704559e-12 4.183136e-11 2.297207e-10 1.110373e-09
 [8,] 4.527926e-12 3.001127e-11 1.750825e-10 8.990358e-10 4.063438e-09
 [9,] 1.950129e-11 1.208631e-10 6.593409e-10 3.166050e-09 1.338216e-08
[10,] 7.558438e-11 4.380721e-10 2.234944e-09 1.003698e-08 3.967982e-08
[11,] 2.637708e-10 1.429802e-09 6.822875e-09 2.866250e-08 1.060076e-07
[12,] 8.295077e-10 4.205991e-09 1.877669e-08 7.380578e-08 2.554544e-07
[13,] 2.354351e-09 1.116798e-08 4.665410e-08 1.716478e-07 5.562422e-07
[14,] 6.047897e-09 2.683805e-08 1.049344e-07 3.615105e-07 1.097531e-06
[15,] 1.413879e-08 5.866081e-08 2.146466e-07 6.926585e-07 1.971475e-06
[16,] 3.041561e-08 1.177341e-07 4.027344e-07 1.217048e-06 3.249250e-06
[17,] 6.153509e-08 2.209801e-07 7.041595e-07 1.989071e-06 4.979132e-06
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[30,] 2.353622e-05 2.262239e-05 2.090913e-05 1.777843e-05 1.362831e-05
[31,] 3.389770e-05 3.359566e-05 3.053736e-05 2.500361e-05 1.831283e-05
[32,] 4.906117e-05 4.768127e-05 4.171666e-05 3.265264e-05 2.281385e-05
[33,] 6.769650e-05 6.331349e-05 5.298465e-05 3.959361e-05 2.639616e-05
[34,] 8.743612e-05 7.826468e-05 6.257205e-05 4.463965e-05 2.839674e-05
[35,] 1.052602e-04 9.006029e-05 6.876391e-05 4.681221e-05 2.838682e-05
[36,] 1.180669e-04 9.648637e-05 7.028817e-05 4.559329e-05 2.630371e-05
[37,] 1.233151e-04 9.611269e-05 6.667230e-05 4.111181e-05 2.250639e-05
[38,] 1.196673e-04 8.874533e-05 5.846624e-05 3.417484e-05 1.770270e-05
[39,] 1.074938e-04 7.563158e-05 4.718258e-05 2.606886e-05 1.274336e-05
[40,] 8.896682e-05 5.921056e-05 3.487946e-05 1.816874e-05 8.361987e-06
[41,] 6.751970e-05 4.238989e-05 2.352101e-05 1.152618e-05 4.985157e-06
[42,] 4.678292e-05 2.764248e-05 1.441866e-05 6.635695e-06 2.693149e-06
[43,] 2.948464e-05 1.636622e-05 8.012704e-06 3.458674e-06 1.315817e-06
[44,] 1.685328e-05 8.776006e-06 4.028183e-06 1.629275e-06 5.805654e-07
[45,] 8.717388e-06 4.254169e-06 1.829127e-06 6.927641e-07 2.310831e-07
[46,] 4.073685e-06 1.861711e-06 7.493728e-07 2.656337e-07 8.291232e-08
[47,] 1.717795e-06 7.347948e-07 2.767734e-07 9.179180e-08 2.680226e-08
[48,] 6.530851e-07 2.613821e-07 9.210390e-08 2.857246e-08 7.803005e-09
[49,] 2.237292e-07 8.375860e-08 2.760489e-08 8.008902e-09 2.045385e-09
[50,] 6.903144e-08 2.417006e-08 7.449495e-09 2.021069e-09 4.826474e-10

> 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  
  1.452e+02   -1.240e-04  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7emoh1256748512.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] 214574.1 216457.5 218340.9 220224.3 222107.7 223991.1 225874.5 227757.9
 [9] 229641.3 231524.7 233408.1 235291.5 237174.9 239058.3 240941.7 242825.1
[17] 244708.5 246592.0 248475.4 250358.8 252242.2 254125.6 256009.0 257892.4
[25] 259775.8 261659.2 263542.6 265426.0 267309.4 269192.8 271076.2 272959.6
[33] 274843.0 276726.5 278609.9 280493.3 282376.7 284260.1 286143.5 288026.9
[41] 289910.3 291793.7 293677.1 295560.5 297443.9 299327.3 301210.7 303094.1
[49] 304977.5 306860.9

$yords
 [1]  98.14116  98.55969  98.97821  99.39673  99.81526 100.23378 100.65231
 [8] 101.07083 101.48935 101.90788 102.32640 102.74493 103.16345 103.58197
[15] 104.00050 104.41902 104.83755 105.25607 105.67459 106.09312 106.51164
[22] 106.93017 107.34869 107.76721 108.18574 108.60426 109.02279 109.44131
[29] 109.85983 110.27836 110.69688 111.11541 111.53393 111.95245 112.37098
[36] 112.78950 113.20803 113.62655 114.04507 114.46360 114.88212 115.30065
[43] 115.71917 116.13769 116.55622 116.97474 117.39327 117.81179 118.23031
[50] 118.64884

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.503357e-20 2.763823e-19 2.770265e-18 2.520632e-17 2.081840e-16
 [2,] 1.056979e-19 1.132231e-18 1.101473e-17 9.729072e-17 7.801270e-16
 [3,] 4.149676e-19 4.308403e-18 4.065684e-17 3.485009e-16 2.712561e-15
 [4,] 1.519737e-18 1.525636e-17 1.394622e-16 1.159234e-15 8.754843e-15
 [5,] 5.230615e-18 5.048799e-17 4.456554e-16 3.585758e-15 2.624991e-14
 [6,] 1.719840e-17 1.576661e-16 1.334146e-15 1.034765e-14 7.325480e-14
 [7,] 5.582682e-17 4.744252e-16 3.789128e-15 2.806518e-14 1.910943e-13
 [8,] 1.886897e-16 1.431161e-15 1.048117e-14 7.271471e-14 4.705302e-13
 [9,] 7.016949e-16 4.583801e-15 2.958050e-14 1.859127e-13 1.116577e-12
[10,] 2.910539e-15 1.632338e-14 9.028999e-14 4.943886e-13 2.655901e-12
[11,] 1.292636e-14 6.424296e-14 3.077669e-13 1.444214e-12 6.701730e-12
[12,] 5.809017e-14 2.654882e-13 1.142901e-12 4.699936e-12 1.877715e-11
[13,] 2.538187e-13 1.092587e-12 4.371174e-12 1.636936e-11 5.808654e-11
[14,] 1.056674e-12 4.332379e-12 1.642441e-11 5.767200e-11 1.886182e-10
[15,] 4.157701e-12 1.629607e-11 5.903975e-11 1.974100e-10 6.098246e-10
[16,] 1.543134e-11 5.781420e-11 2.006543e-10 6.429314e-10 1.898732e-09
[17,] 5.406695e-11 1.932715e-10 6.422433e-10 1.975028e-09 5.602283e-09
[18,] 1.791586e-10 6.095422e-10 1.935617e-09 5.708253e-09 1.556641e-08
[19,] 5.625728e-10 1.817278e-09 5.501251e-09 1.552853e-08 4.067379e-08
[20,] 1.676570e-09 5.132542e-09 1.477617e-08 3.982998e-08 1.000276e-07
[21,] 4.745513e-09 1.375511e-08 3.758995e-08 9.654320e-08 2.319759e-07
[22,] 1.275428e-08 3.501135e-08 9.073321e-08 2.216402e-07 5.085163e-07
[23,] 3.251078e-08 8.463574e-08 2.080226e-07 4.828516e-07 1.056157e-06
[24,] 7.844519e-08 1.941267e-07 4.530902e-07 9.994371e-07 2.082547e-06
[25,] 1.787533e-07 4.217641e-07 9.368866e-07 1.966342e-06 3.904189e-06
[26,] 3.837238e-07 8.661215e-07 1.836565e-06 3.675839e-06 6.963859e-06
[27,] 7.741862e-07 1.677355e-06 3.406765e-06 6.522210e-06 1.181820e-05
[28,] 1.465060e-06 3.056892e-06 5.968209e-06 1.096872e-05 1.907164e-05
[29,] 2.596276e-06 5.233156e-06 9.856789e-06 1.745798e-05 2.924032e-05
[30,] 4.303671e-06 8.404351e-06 1.532561e-05 2.626461e-05 4.255637e-05
[31,] 6.668786e-06 1.265259e-05 2.241539e-05 3.732245e-05 5.876400e-05
[32,] 9.659092e-06 1.785466e-05 3.083859e-05 5.009445e-05 7.699507e-05
[33,] 1.308382e-05 2.363255e-05 3.994027e-05 6.356535e-05 9.581167e-05
[34,] 1.659521e-05 2.938540e-05 4.878489e-05 7.640324e-05 1.134494e-04
[35,] 1.975231e-05 3.441583e-05 5.636629e-05 8.726165e-05 1.282027e-04
[36,] 2.213531e-05 3.811557e-05 6.187183e-05 9.511387e-05 1.388103e-04
[37,] 2.346799e-05 4.013610e-05 6.489080e-05 9.947979e-05 1.446859e-04
[38,] 2.369423e-05 4.046757e-05 6.547410e-05 1.004490e-04 1.459044e-04
[39,] 2.297257e-05 3.939045e-05 6.402359e-05 9.850426e-05 1.429777e-04
[40,] 2.159314e-05 3.732809e-05 6.107467e-05 9.424851e-05 1.365530e-04
[41,] 1.985943e-05 3.467587e-05 5.708436e-05 8.817634e-05 1.271920e-04
[42,] 1.799115e-05 3.168686e-05 5.232173e-05 8.059302e-05 1.153279e-04
[43,] 1.608709e-05 2.845534e-05 4.689289e-05 7.169124e-05 1.013821e-04
[44,] 1.415184e-05 2.498457e-05 4.085866e-05 6.170984e-05 8.593551e-05
[45,] 1.215859e-05 2.128587e-05 3.436170e-05 5.106301e-05 6.982187e-05
[46,] 1.010901e-05 1.745053e-05 2.768856e-05 4.035879e-05 5.406875e-05
[47,] 8.060933e-06 1.366134e-05 2.123837e-05 3.029639e-05 3.970616e-05
[48,] 6.117665e-06 1.014784e-05 1.542373e-05 2.149936e-05 2.753647e-05
[49,] 4.392356e-06 7.116699e-06 1.055970e-05 1.436866e-05 1.797365e-05
[50,] 2.970039e-06 4.694187e-06 6.793309e-06 9.017677e-06 1.101270e-05
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 1.560715e-15 1.062010e-14 6.559320e-14 3.677142e-13 1.871049e-12
 [2,] 5.678375e-15 3.751694e-14 2.249909e-13 1.224702e-12 6.050945e-12
 [3,] 1.916823e-14 1.229602e-13 7.159828e-13 3.784265e-12 1.815503e-11
 [4,] 6.004786e-14 3.739468e-13 2.114101e-12 1.084954e-11 5.054197e-11
 [5,] 1.746576e-13 1.055611e-12 5.793421e-12 2.886700e-11 1.305759e-10
 [6,] 4.722138e-13 2.767901e-12 1.474129e-11 7.130265e-11 3.131554e-10
 [7,] 1.189744e-12 6.751760e-12 3.486217e-11 1.636149e-10 6.975535e-10
 [8,] 2.809516e-12 1.537437e-11 7.679211e-11 3.492727e-10 1.444650e-09
 [9,] 6.297956e-12 3.293229e-11 1.582899e-10 6.957015e-10 2.787415e-09
[10,] 1.375822e-11 6.746449e-11 3.084585e-10 1.301277e-09 5.031707e-09
[11,] 3.067186e-11 1.365480e-10 5.804756e-10 2.316743e-09 8.572188e-09
[12,] 7.390043e-11 2.876032e-10 1.097088e-09 4.032828e-09 1.402904e-08
[13,] 1.985596e-10 6.647640e-10 2.200616e-09 7.182504e-09 2.279424e-08
[14,] 5.806245e-10 1.708415e-09 4.891077e-09 1.381679e-08 3.863497e-08
[15,] 1.748238e-09 4.693230e-09 1.196707e-08 2.951372e-08 7.161833e-08
[16,] 5.171721e-09 1.304162e-08 3.069389e-08 6.832634e-08 1.465102e-07
[17,] 1.463460e-08 3.522741e-08 7.841862e-08 1.626881e-07 3.187200e-07
[18,] 3.913426e-08 9.057789e-08 1.931735e-07 3.810753e-07 7.010751e-07
[19,] 9.846318e-08 2.197124e-07 4.515117e-07 8.557425e-07 1.502933e-06
[20,] 2.329623e-07 5.013538e-07 9.949036e-07 1.820243e-06 3.078115e-06
[21,] 5.189602e-07 1.076340e-06 2.063357e-06 3.651221e-06 5.970008e-06
[22,] 1.090786e-06 2.177539e-06 4.030620e-06 6.902301e-06 1.093389e-05
[23,] 2.168603e-06 4.161126e-06 7.430697e-06 1.231312e-05 1.891395e-05
[24,] 4.088256e-06 7.530898e-06 1.296257e-05 2.077760e-05 3.096059e-05
[25,] 7.324481e-06 1.294344e-05 2.146042e-05 3.326373e-05 4.809183e-05
[26,] 1.249228e-05 2.117866e-05 3.381975e-05 5.068862e-05 7.112146e-05
[27,] 2.030503e-05 3.305831e-05 5.087363e-05 7.376011e-05 1.004823e-04
[28,] 3.146764e-05 4.929930e-05 7.321844e-05 1.027961e-04 1.360619e-04
[29,] 4.649607e-05 7.030365e-05 1.009990e-04 1.375319e-04 1.770533e-04
[30,] 6.548715e-05 9.591824e-05 1.336859e-04 1.769385e-04 2.218269e-04
[31,] 8.790509e-05 1.252358e-04 1.699102e-04 2.191024e-04 2.678701e-04
[32,] 1.124822e-04 1.565327e-04 2.074428e-04 2.612534e-04 3.118816e-04
[33,] 1.373187e-04 1.874214e-04 2.433933e-04 3.000195e-04 3.501148e-04
[34,] 1.601984e-04 2.152231e-04 2.746367e-04 3.319249e-04 3.789757e-04
[35,] 1.790380e-04 2.374701e-04 2.983753e-04 3.540299e-04 3.957426e-04
[36,] 1.923109e-04 2.523692e-04 3.126573e-04 3.645058e-04 3.991498e-04
[37,] 1.992822e-04 2.590602e-04 3.166669e-04 3.629237e-04 3.895837e-04
[38,] 1.999786e-04 2.575884e-04 3.106901e-04 3.501478e-04 3.688021e-04
[39,] 1.949428e-04 2.486475e-04 2.958101e-04 3.279134e-04 3.393193e-04
[40,] 1.849239e-04 2.332505e-04 2.735158e-04 2.983185e-04 3.037625e-04
[41,] 1.706673e-04 2.125051e-04 2.454222e-04 2.634692e-04 2.644777e-04
[42,] 1.528929e-04 1.875790e-04 2.131971e-04 2.253837e-04 2.234742e-04
[43,] 1.324217e-04 1.598032e-04 1.786339e-04 1.860687e-04 1.825791e-04
[44,] 1.103209e-04 1.307672e-04 1.437060e-04 1.475821e-04 1.435729e-04
[45,] 8.792890e-05 1.022661e-04 1.104648e-04 1.119335e-04 1.081472e-04
[46,] 6.670174e-05 7.606759e-05 8.076699e-05 8.082385e-05 7.768839e-05
[47,] 4.793958e-05 5.358787e-05 5.594723e-05 5.535112e-05 5.302323e-05
[48,] 3.251969e-05 3.562895e-05 3.659664e-05 3.584271e-05 3.428154e-05
[49,] 2.075681e-05 2.229413e-05 2.254858e-05 2.189614e-05 2.094993e-05
[50,] 1.243636e-05 1.310067e-05 1.306164e-05 1.259863e-05 1.208256e-05
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 8.641345e-12 3.622420e-11 1.378284e-10 4.759938e-10 1.492065e-09
 [2,] 2.713571e-11 1.104546e-10 4.080868e-10 1.368508e-09 4.165526e-09
 [3,] 7.905771e-11 3.124798e-10 1.121066e-09 3.650664e-09 1.079063e-08
 [4,] 2.137164e-10 8.202838e-10 2.857796e-09 9.037304e-09 2.594121e-08
 [5,] 5.361618e-10 1.998430e-09 6.761429e-09 2.076556e-08 5.789054e-08
 [6,] 1.248653e-09 4.519826e-09 1.485210e-08 4.430317e-08 1.199678e-07
 [7,] 2.700738e-09 9.494345e-09 3.030330e-08 8.780933e-08 2.310016e-07
 [8,] 5.429823e-09 1.853773e-08 5.747553e-08 1.618152e-07 4.136657e-07
 [9,] 1.016314e-08 3.368816e-08 1.014659e-07 2.776112e-07 6.898816e-07
[10,] 1.776281e-08 5.711730e-08 1.670827e-07 4.443287e-07 1.073837e-06
[11,] 2.916214e-08 9.075249e-08 2.575901e-07 6.657552e-07 1.565438e-06
[12,] 4.550977e-08 1.362746e-07 3.742647e-07 9.391997e-07 2.149009e-06
[13,] 6.906268e-08 1.964894e-07 5.185781e-07 1.259572e-06 2.802257e-06
[14,] 1.059145e-07 2.797727e-07 6.994459e-07 1.631700e-06 3.518081e-06
[15,] 1.724614e-07 4.101262e-07 9.483618e-07 2.092872e-06 4.338004e-06
[16,] 3.085231e-07 6.462128e-07 1.345334e-06 2.746336e-06 5.393041e-06
[17,] 6.008004e-07 1.112968e-06 2.057934e-06 3.805194e-06 6.947283e-06
[18,] 1.219761e-06 2.047669e-06 3.393087e-06 5.643674e-06 9.439606e-06
[19,] 2.469456e-06 3.856884e-06 5.854689e-06 8.846862e-06 1.351603e-05
[20,] 4.842039e-06 7.170792e-06 1.018944e-05 1.424034e-05 2.003773e-05
[21,] 9.058181e-06 1.286981e-05 1.739253e-05 2.287221e-05 3.004179e-05
[22,] 1.606644e-05 2.205251e-05 2.864230e-05 3.592072e-05 4.463290e-05
[23,] 2.697678e-05 3.592245e-05 4.514766e-05 5.451728e-05 6.479916e-05
[24,] 4.292085e-05 5.559719e-05 6.792199e-05 7.950529e-05 9.117152e-05
[25,] 6.485884e-05 8.187544e-05 9.753002e-05 1.111826e-04 1.237697e-04
[26,] 9.337468e-05 1.150173e-04 1.338666e-04 1.490834e-04 1.617866e-04
[27,] 1.284998e-04 1.545810e-04 1.760091e-04 1.918410e-04 2.034600e-04
[28,] 1.695810e-04 1.993268e-04 2.221518e-04 2.371506e-04 2.460735e-04
[29,] 2.151831e-04 2.471734e-04 2.696191e-04 2.818524e-04 2.861347e-04
[30,] 2.630257e-04 2.952123e-04 3.149812e-04 3.221771e-04 3.197736e-04
[31,] 3.100024e-04 3.398415e-04 3.543396e-04 3.542083e-04 3.433724e-04
[32,] 3.523818e-04 3.771167e-04 3.838543e-04 3.745677e-04 3.543410e-04
[33,] 3.862778e-04 4.033699e-04 4.004845e-04 3.812004e-04 3.518343e-04
[34,] 4.083597e-04 4.159940e-04 4.027572e-04 3.740035e-04 3.371284e-04
[35,] 4.166041e-04 4.141249e-04 3.912470e-04 3.549937e-04 3.134268e-04
[36,] 4.107824e-04 3.988975e-04 3.684902e-04 3.278401e-04 2.850587e-04
[37,] 3.924386e-04 3.730972e-04 3.382751e-04 2.968512e-04 2.562957e-04
[38,] 3.643389e-04 3.403099e-04 3.045523e-04 2.657794e-04 2.302052e-04
[39,] 3.296409e-04 3.039318e-04 2.704103e-04 2.369083e-04 2.079713e-04
[40,] 2.911636e-04 2.664634e-04 2.375269e-04 2.107710e-04 1.889275e-04
[41,] 2.510440e-04 2.293356e-04 2.062639e-04 1.865535e-04 1.712448e-04
[42,] 2.108205e-04 1.932212e-04 1.762508e-04 1.629320e-04 1.529463e-04
[43,] 1.717440e-04 1.585529e-04 1.471031e-04 1.389322e-04 1.328129e-04
[44,] 1.350401e-04 1.259223e-04 1.189208e-04 1.144485e-04 1.108347e-04
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[26,] 2.917266e-05 2.497509e-05 2.396214e-05 2.570528e-05 3.027306e-05
[27,] 1.818532e-05 1.533865e-05 1.504377e-05 1.696641e-05 2.122238e-05
[28,] 1.082211e-05 9.056191e-06 9.248266e-06 1.121173e-05 1.520167e-05
[29,] 6.197076e-06 5.219735e-06 5.718140e-06 7.685756e-06 1.157899e-05
[30,] 3.458896e-06 3.020278e-06 3.715492e-06 5.730396e-06 9.753584e-06
[31,] 1.924819e-06 1.841473e-06 2.685524e-06 4.830307e-06 9.197970e-06
[32,] 1.111866e-06 1.263276e-06 2.245943e-06 4.602027e-06 9.463949e-06
[33,] 7.089396e-07 1.021654e-06 2.146881e-06 4.768026e-06 1.018865e-05
[34,] 5.293753e-07 9.606174e-07 2.232859e-06 5.140979e-06 1.111680e-05
[35,] 4.678210e-07 9.952743e-07 2.419641e-06 5.623442e-06 1.213269e-05
[36,] 4.701415e-07 1.089754e-06 2.684374e-06 6.213713e-06 1.328148e-05
[37,] 5.155203e-07 1.245512e-06 3.060065e-06 7.002801e-06 1.475703e-05
[38,] 6.060164e-07 1.492837e-06 3.624185e-06 8.148866e-06 1.684098e-05
[39,] 7.585025e-07 1.879170e-06 4.473933e-06 9.822423e-06 1.979243e-05
[40,] 9.953397e-07 2.450709e-06 5.686501e-06 1.212711e-05 2.370832e-05
[41,] 1.332472e-06 3.228058e-06 7.270976e-06 1.501566e-05 2.839760e-05
[42,] 1.766463e-06 4.181967e-06 9.127592e-06 1.823376e-05 3.332608e-05
[43,] 2.264646e-06 5.219371e-06 1.103504e-05 2.132695e-05 3.768002e-05
[44,] 2.763700e-06 6.190041e-06 1.268191e-05 2.372849e-05 4.055641e-05
[45,] 3.180167e-06 6.917868e-06 1.374205e-05 2.491224e-05 4.122803e-05
[46,] 3.431674e-06 7.249633e-06 1.397128e-05 2.455789e-05 3.938350e-05
[47,] 3.461901e-06 7.103533e-06 1.328784e-05 2.266033e-05 3.523952e-05
[48,] 3.259186e-06 6.496919e-06 1.180113e-05 1.953449e-05 2.947434e-05
[49,] 2.860512e-06 5.540730e-06 9.775884e-06 1.571312e-05 2.301276e-05
[50,] 2.339113e-06 4.403239e-06 7.548094e-06 1.178403e-05 1.675739e-05
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.943385e-06 5.225841e-06 8.486174e-06 1.256645e-05 1.694546e-05
 [2,] 5.351258e-06 9.165411e-06 1.438101e-05 2.060233e-05 2.690210e-05
 [3,] 9.126646e-06 1.504987e-05 2.278447e-05 3.154674e-05 3.986091e-05
 [4,] 1.465243e-05 2.320746e-05 3.384199e-05 4.523005e-05 5.525576e-05
 [5,] 2.223748e-05 3.373902e-05 4.729518e-05 6.092959e-05 7.190083e-05
 [6,] 3.206160e-05 4.646627e-05 6.248133e-05 7.747411e-05 8.823519e-05
 [7,] 4.415426e-05 6.096876e-05 7.848415e-05 9.354680e-05 1.027750e-04
 [8,] 5.840543e-05 7.669687e-05 9.438960e-05 1.080862e-04 1.146113e-04
 [9,] 7.458281e-05 9.310421e-05 1.095402e-04 1.206229e-04 1.237505e-04
[10,] 9.232322e-05 1.097318e-04 1.236790e-04 1.314130e-04 1.311566e-04
[11,] 1.110871e-04 1.262086e-04 1.369320e-04 1.413228e-04 1.384769e-04
[12,] 1.300985e-04 1.421811e-04 1.496469e-04 1.515068e-04 1.475322e-04
[13,] 1.483138e-04 1.572148e-04 1.621484e-04 1.629690e-04 1.596958e-04
[14,] 1.644537e-04 1.707041e-04 1.744660e-04 1.761015e-04 1.752982e-04
[15,] 1.771096e-04 1.818172e-04 1.860985e-04 1.903134e-04 1.932252e-04
[16,] 1.849158e-04 1.895027e-04 1.958986e-04 2.038989e-04 2.109017e-04
[17,] 1.867677e-04 1.926008e-04 2.021830e-04 2.142874e-04 2.247987e-04
[18,] 1.820593e-04 1.900866e-04 2.031235e-04 2.187054e-04 2.314083e-04
[19,] 1.708884e-04 1.814091e-04 1.973395e-04 2.150704e-04 2.283737e-04
[20,] 1.541538e-04 1.668026e-04 1.844695e-04 2.027668e-04 2.153207e-04
[21,] 1.334747e-04 1.474115e-04 1.654526e-04 1.829542e-04 1.940323e-04
[22,] 1.109168e-04 1.251309e-04 1.423736e-04 1.582765e-04 1.679213e-04
[23,] 8.859394e-05 1.022044e-04 1.179380e-04 1.321283e-04 1.410801e-04
[24,] 6.827930e-05 8.073993e-05 9.481859e-05 1.078189e-04 1.173192e-04
[25,] 5.115339e-05 6.233337e-05 7.513580e-05 8.794439e-05 9.950187e-05
[26,] 3.775055e-05 4.790795e-05 6.020774e-05 7.409288e-05 8.925008e-05
[27,] 2.807002e-05 3.775411e-05 5.054551e-05 6.682447e-05 8.692664e-05
[28,] 2.175988e-05 3.167362e-05 4.597821e-05 6.579279e-05 9.176471e-05
[29,] 1.828374e-05 2.913093e-05 4.580631e-05 6.991872e-05 1.020870e-04
[30,] 1.702772e-05 2.937038e-05 4.895265e-05 7.760599e-05 1.156238e-04
[31,] 1.735840e-05 3.151487e-05 5.413415e-05 8.702371e-05 1.299390e-04
[32,] 1.866824e-05 3.468005e-05 6.007817e-05 9.645314e-05 1.429141e-04
[33,] 2.043670e-05 3.811653e-05 6.576719e-05 1.046383e-04 1.531772e-04
[34,] 2.230796e-05 4.135619e-05 7.065266e-05 1.110413e-04 1.603468e-04
[35,] 2.416067e-05 4.431380e-05 7.476278e-05 1.159096e-04 1.649982e-04
[36,] 2.613484e-05 4.729411e-05 7.864759e-05 1.201069e-04 1.683377e-04
[37,] 2.858653e-05 5.087568e-05 8.314722e-05 1.247305e-04 1.716617e-04
[38,] 3.195935e-05 5.567729e-05 8.902437e-05 1.306079e-04 1.757581e-04
[39,] 3.658897e-05 6.205542e-05 9.655746e-05 1.378271e-04 1.804501e-04
[40,] 4.248918e-05 6.982299e-05 1.052327e-04 1.454751e-04 1.844690e-04
[41,] 4.919608e-05 7.810393e-05 1.136771e-04 1.517266e-04 1.857498e-04
[42,] 5.575353e-05 8.542123e-05 1.199162e-04 1.543115e-04 1.820883e-04
[43,] 6.088884e-05 9.004261e-05 1.219212e-04 1.512358e-04 1.719399e-04
[44,] 6.335295e-05 9.049515e-05 1.182695e-04 1.414964e-04 1.550491e-04
[45,] 6.231411e-05 8.606131e-05 1.086628e-04 1.254976e-04 1.326484e-04
[46,] 5.764706e-05 7.704900e-05 9.407720e-05 1.049884e-04 1.071415e-04
[47,] 4.999076e-05 6.471494e-05 7.648001e-05 8.254812e-05 8.141087e-05
[48,] 4.054790e-05 5.087520e-05 5.823756e-05 6.084428e-05 5.804049e-05
[49,] 3.071636e-05 3.737420e-05 4.146621e-05 4.196338e-05 3.874801e-05
[50,] 2.170949e-05 2.562757e-05 2.757245e-05 2.704343e-05 2.418747e-05
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.079124e-05 2.319850e-05 2.353037e-05 2.169062e-05 1.816808e-05
 [2,] 3.198462e-05 3.459993e-05 3.403891e-05 3.044351e-05 2.474765e-05
 [3,] 4.590148e-05 4.812770e-05 4.591768e-05 3.984724e-05 3.144399e-05
 [4,] 6.159621e-05 6.258204e-05 5.790631e-05 4.877186e-05 3.738286e-05
 [5,] 7.755209e-05 7.634531e-05 6.853332e-05 5.607047e-05 4.180485e-05
 [6,] 9.206089e-05 8.784703e-05 7.659076e-05 6.099153e-05 4.437264e-05
 [7,] 1.037711e-04 9.612206e-05 8.161653e-05 6.353161e-05 4.538524e-05
 [8,] 1.121969e-04 1.012399e-04 8.418488e-05 6.457686e-05 4.580177e-05
 [9,] 1.179753e-04 1.044208e-04 8.587297e-05 6.575839e-05 4.704640e-05
[10,] 1.227607e-04 1.077756e-04 8.889191e-05 6.904746e-05 5.063704e-05
[11,] 1.287800e-04 1.137363e-04 9.547503e-05 7.618895e-05 5.772602e-05
[12,] 1.381676e-04 1.243183e-04 1.071702e-04 8.810785e-05 6.866390e-05
[13,] 1.522341e-04 1.403872e-04 1.242077e-04 1.044440e-04 8.271461e-05
[14,] 1.708433e-04 1.611237e-04 1.451368e-04 1.233845e-04 9.805153e-05
[15,] 1.921033e-04 1.839031e-04 1.669216e-04 1.419337e-04 1.121152e-04
[16,] 2.125717e-04 2.047519e-04 1.855911e-04 1.566388e-04 1.222916e-04
[17,] 2.280544e-04 2.193663e-04 1.973299e-04 1.645932e-04 1.267141e-04
[18,] 2.348196e-04 2.244036e-04 1.996604e-04 1.643715e-04 1.249027e-04
[19,] 2.308035e-04 2.185685e-04 1.922648e-04 1.565369e-04 1.179963e-04
[20,] 2.163149e-04 2.030565e-04 1.771268e-04 1.435378e-04 1.085094e-04
[21,] 1.939585e-04 1.812031e-04 1.579811e-04 1.290770e-04 9.973341e-05
[22,] 1.678620e-04 1.575469e-04 1.393422e-04 1.172254e-04 9.500359e-05
[23,] 1.425841e-04 1.367205e-04 1.254901e-04 1.115695e-04 9.702478e-05
[24,] 1.221288e-04 1.225343e-04 1.196829e-04 1.145671e-04 1.073627e-04
[25,] 1.093117e-04 1.174169e-04 1.236818e-04 1.271576e-04 1.261413e-04
[26,] 1.054932e-04 1.221832e-04 1.375587e-04 1.486221e-04 1.519766e-04
[27,] 1.105700e-04 1.360443e-04 1.597471e-04 1.767035e-04 1.821830e-04
[28,] 1.231292e-04 1.568155e-04 1.873358e-04 2.080023e-04 2.132503e-04
[29,] 1.407477e-04 1.813295e-04 2.166084e-04 2.386153e-04 2.415171e-04
[30,] 1.604466e-04 2.060383e-04 2.437614e-04 2.648956e-04 2.638783e-04
[31,] 1.792701e-04 2.277114e-04 2.656479e-04 2.841465e-04 2.783449e-04
[32,] 1.948759e-04 2.440655e-04 2.803546e-04 2.950628e-04 2.843067e-04
[33,] 2.059825e-04 2.541469e-04 2.874471e-04 2.978017e-04 2.824390e-04
[34,] 2.125307e-04 2.583501e-04 2.878139e-04 2.936702e-04 2.742918e-04
[35,] 2.154977e-04 2.580571e-04 2.831574e-04 2.845315e-04 2.616955e-04
[36,] 2.164010e-04 2.550028e-04 2.752912e-04 2.721257e-04 2.461841e-04
[37,] 2.166363e-04 2.505675e-04 2.654815e-04 2.575405e-04 2.286399e-04
[38,] 2.168611e-04 2.452388e-04 2.540668e-04 2.410245e-04 2.092809e-04
[39,] 2.166466e-04 2.384447e-04 2.404962e-04 2.221957e-04 1.879648e-04
[40,] 2.145478e-04 2.288319e-04 2.237621e-04 2.005322e-04 1.646372e-04
[41,] 2.086007e-04 2.148903e-04 2.030363e-04 1.759057e-04 1.396958e-04
[42,] 1.970799e-04 1.956784e-04 1.782354e-04 1.489186e-04 1.141055e-04
[43,] 1.792317e-04 1.713555e-04 1.502814e-04 1.209095e-04 8.923375e-05
[44,] 1.556865e-04 1.433076e-04 1.209661e-04 9.365398e-05 6.651112e-05
[45,] 1.283820e-04 1.138283e-04 9.249635e-05 6.890889e-05 4.707675e-05
[46,] 1.000361e-04 8.549849e-05 6.692241e-05 4.799365e-05 3.154656e-05
[47,] 7.339790e-05 6.052393e-05 4.566978e-05 3.154987e-05 1.996296e-05
[48,] 5.057391e-05 4.027240e-05 2.932135e-05 1.952850e-05 1.190341e-05
[49,] 3.265849e-05 2.513568e-05 1.767370e-05 1.135825e-05 6.675034e-06
[50,] 1.973335e-05 1.469093e-05 9.984105e-06 6.196819e-06 3.514226e-06
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.382568e-05 9.558138e-06 6.002889e-06 3.425001e-06 1.775472e-06
 [2,] 1.828245e-05 1.227364e-05 7.487992e-06 4.152093e-06 2.093093e-06
 [3,] 2.256043e-05 1.471762e-05 8.731437e-06 4.712516e-06 2.315307e-06
 [4,] 2.607525e-05 1.655529e-05 9.572488e-06 5.045253e-06 2.427255e-06
 [5,] 2.841158e-05 1.761362e-05 9.973127e-06 5.167560e-06 2.457113e-06
 [6,] 2.951941e-05 1.798752e-05 1.006517e-05 5.190620e-06 2.478531e-06
 [7,] 2.981607e-05 1.807054e-05 1.014675e-05 5.305898e-06 2.598213e-06
 [8,] 3.014238e-05 1.848893e-05 1.062258e-05 5.742588e-06 2.930318e-06
 [9,] 3.157229e-05 1.994930e-05 1.189936e-05 6.704675e-06 3.562856e-06
[10,] 3.511893e-05 2.303410e-05 1.425969e-05 8.301758e-06 4.523964e-06
[11,] 4.140565e-05 2.799329e-05 1.774567e-05 1.049232e-05 5.758388e-06
[12,] 5.038687e-05 3.459118e-05 2.208987e-05 1.306126e-05 7.125574e-06
[13,] 6.121356e-05 4.207165e-05 2.673087e-05 1.565080e-05 8.427673e-06
[14,] 7.232930e-05 4.928916e-05 3.093395e-05 1.785025e-05 9.466686e-06
[15,] 8.182685e-05 5.500337e-05 3.400070e-05 1.932713e-05 1.011744e-05
[16,] 8.799401e-05 5.826381e-05 3.550879e-05 1.996022e-05 1.039374e-05
[17,] 8.987578e-05 5.875618e-05 3.549955e-05 1.992856e-05 1.048456e-05
[18,] 8.764744e-05 5.698385e-05 3.454576e-05 1.972389e-05 1.074603e-05
[19,] 8.266180e-05 5.422071e-05 3.367522e-05 2.007956e-05 1.164739e-05
[20,] 7.716728e-05 5.225779e-05 3.417378e-05 2.183108e-05 1.367910e-05
[21,] 7.380947e-05 5.302506e-05 3.731700e-05 2.573583e-05 1.723799e-05
[22,] 7.506717e-05 5.818025e-05 4.408376e-05 3.228386e-05 2.251109e-05
[23,] 8.274209e-05 6.873821e-05 5.490207e-05 4.153796e-05 2.938659e-05
[24,] 9.757368e-05 8.479983e-05 6.948006e-05 5.304694e-05 3.742338e-05
[25,] 1.190309e-04 1.054395e-04 8.677566e-05 6.587042e-05 4.590001e-05
[26,] 1.453319e-04 1.288011e-04 1.051376e-04 7.872658e-05 5.393975e-05
[27,] 1.737235e-04 1.524106e-04 1.226015e-04 9.023291e-05 6.067977e-05
[28,] 2.009883e-04 1.736460e-04 1.372700e-04 9.917445e-05 6.543656e-05
[29,] 2.240674e-04 1.902438e-04 1.476723e-04 1.047256e-04 6.782291e-05
[30,] 2.406388e-04 2.007072e-04 1.530098e-04 1.065707e-04 6.779123e-05
[31,] 2.494971e-04 2.045131e-04 1.532310e-04 1.049017e-04 6.559942e-05
[32,] 2.506455e-04 2.020778e-04 1.489315e-04 1.003035e-04 6.171369e-05
[33,] 2.450888e-04 1.945039e-04 1.411142e-04 9.356316e-05 5.667652e-05
[34,] 2.344000e-04 1.831917e-04 1.308851e-04 8.546009e-05 5.097927e-05
[35,] 2.202010e-04 1.694391e-04 1.191823e-04 7.660582e-05 4.498067e-05
[36,] 2.037339e-04 1.541680e-04 1.066306e-04 6.738562e-05 3.889570e-05
[37,] 1.856762e-04 1.378699e-04 9.356474e-05 5.801132e-05 3.284781e-05
[38,] 1.662469e-04 1.207631e-04 8.018198e-05 4.863953e-05 2.694545e-05
[39,] 1.455209e-04 1.030551e-04 6.672559e-05 3.948004e-05 2.133592e-05
[40,] 1.237692e-04 8.515574e-05 5.359155e-05 3.083318e-05 1.620833e-05
[41,] 1.016470e-04 6.773177e-05 4.130790e-05 2.304406e-05 1.175184e-05
[42,] 8.015213e-05 5.159154e-05 3.041342e-05 1.641036e-05 8.099605e-06
[43,] 6.039736e-05 3.747827e-05 2.131171e-05 1.109942e-05 5.291299e-06
[44,] 4.332579e-05 2.588224e-05 1.417499e-05 7.114116e-06 3.270142e-06
[45,] 2.949645e-05 1.694959e-05 8.931187e-06 4.314161e-06 1.909612e-06
[46,] 1.901044e-05 1.050440e-05 5.322305e-06 2.472466e-06 1.052828e-06
[47,] 1.157381e-05 6.150065e-06 2.995833e-06 1.337886e-06 5.477168e-07
[48,] 6.643355e-06 3.396182e-06 1.590826e-06 6.829370e-07 2.687279e-07
[49,] 3.588920e-06 1.766214e-06 7.959296e-07 3.285569e-07 1.242698e-07
[50,] 1.821803e-06 8.637658e-07 3.747309e-07 1.488205e-07 5.412419e-08

> 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  
  1.377e+02   -1.072e-04  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1rsp31256748512.ps tmp/1rsp31256748512.png")
> system("convert tmp/22vpl1256748512.ps tmp/22vpl1256748512.png")
> system("convert tmp/3ne2m1256748512.ps tmp/3ne2m1256748512.png")
> system("convert tmp/4m2ck1256748512.ps tmp/4m2ck1256748512.png")
> system("convert tmp/5sthf1256748512.ps tmp/5sthf1256748512.png")
> system("convert tmp/600zz1256748512.ps tmp/600zz1256748512.png")
> system("convert tmp/7emoh1256748512.ps tmp/7emoh1256748512.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.019   1.311   2.331