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(1791,2034,1997,2169,2028,2253,2218,1855,2187,1852,1570,1851,1954,1828,2251,2277,2085,2282,2266,1878,2267,2069,1746,2299,2360,2214,2825,2355,2333,3016,2155,2172,2150,2533,2058,2160,2260,2498,2695,2799,2946,2930,2318,2540,2570,2669,2450,2842,3440,2678,2981,2260,2844,2546,2456,2295,2379,2479,2057,2280,2351,2276,2548,2311,2201,2725,2408,2139,1898,2537,2068,2063)
> y <- c(476,475,470,461,455,456,517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542,527,510,514)
> x <- c(363,364,363,358,357,357,380,378,376,380,379,384,392,394,392,396,392,396,419,421,420,418,410,418,426,428,430,424,423,427,441,449,452,462,455,461,461,463,462,456,455,456,472,472,471,465,459,465,468,467,463,460,462,461,476,476,471,453,443,442,444,438,427,424,416,406,431,434,418,412,404,409)
> par7 = 'Bouwvergunningen voor gebouwen'
> par6 = 'Totale werkloosheid in BE'
> par5 = 'Totale werkloosheid vanaf 25j in BE'
> 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/151sf1256908965.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/24fhg1256908965.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/33rif1256908965.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/48wbh1256908965.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/5ptm51256908965.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  
     45.999        1.189  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6pyy61256908965.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] 425.8346 430.5760 435.3175 440.0589 444.8004 449.5418 454.2833 459.0247
 [9] 463.7661 468.5076 473.2490 477.9905 482.7319 487.4734 492.2148 496.9563
[17] 501.6977 506.4392 511.1806 515.9220 520.6635 525.4049 530.1464 534.8878
[25] 539.6293 544.3707 549.1122 553.8536 558.5951 563.3365 568.0780 572.8194
[33] 577.5608 582.3023 587.0437 591.7852 596.5266 601.2681 606.0095 610.7510
[41] 615.4924 620.2339 624.9753 629.7167 634.4582 639.1996 643.9411 648.6825
[49] 653.4240 658.1654

$yords
 [1] 1377.633 1423.648 1469.663 1515.678 1561.693 1607.708 1653.723 1699.738
 [9] 1745.753 1791.768 1837.783 1883.798 1929.813 1975.828 2021.843 2067.858
[17] 2113.873 2159.888 2205.903 2251.918 2297.933 2343.948 2389.963 2435.978
[25] 2481.993 2528.007 2574.022 2620.037 2666.052 2712.067 2758.082 2804.097
[33] 2850.112 2896.127 2942.142 2988.157 3034.172 3080.187 3126.202 3172.217
[41] 3218.232 3264.247 3310.262 3356.277 3402.292 3448.307 3494.322 3540.337
[49] 3586.352 3632.367

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.064592e-07 9.340741e-07 1.888950e-06 3.357590e-06 5.345148e-06
 [2,] 5.926331e-07 1.379811e-06 2.870667e-06 5.255144e-06 8.532730e-06
 [3,] 8.395118e-07 1.933936e-06 4.102270e-06 7.727429e-06 1.286326e-05
 [4,] 1.188145e-06 2.610723e-06 5.546924e-06 1.069128e-05 1.827466e-05
 [5,] 1.732982e-06 3.476450e-06 7.182354e-06 1.398557e-05 2.448186e-05
 [6,] 2.654215e-06 4.707000e-06 9.085269e-06 1.746940e-05 3.105043e-05
 [7,] 4.240163e-06 6.646303e-06 1.154145e-05 2.119181e-05 3.760924e-05
 [8,] 6.876159e-06 9.831376e-06 1.513696e-05 2.558191e-05 4.416088e-05
 [9,] 1.097493e-05 1.493991e-05 2.076336e-05 3.156383e-05 5.136595e-05
[10,] 1.683782e-05 2.262590e-05 2.947047e-05 4.048664e-05 6.062960e-05
[11,] 2.446953e-05 3.324785e-05 4.213976e-05 5.379703e-05 7.384675e-05
[12,] 3.341131e-05 4.655840e-05 5.903160e-05 7.247875e-05 9.278063e-05
[13,] 4.268482e-05 6.148691e-05 7.935772e-05 9.641217e-05 1.182233e-04
[14,] 5.092171e-05 7.616274e-05 1.010934e-04 1.239167e-04 1.492470e-04
[15,] 5.668258e-05 8.825982e-05 1.212107e-04 1.517515e-04 1.829105e-04
[16,] 5.887134e-05 9.560149e-05 1.363620e-04 1.757183e-04 2.146731e-04
[17,] 5.708187e-05 9.681519e-05 1.438195e-04 1.917493e-04 2.394955e-04
[18,] 5.172480e-05 9.176444e-05 1.423098e-04 1.971018e-04 2.532716e-04
[19,] 4.387809e-05 8.156660e-05 1.323839e-04 1.911684e-04 2.540314e-04
[20,] 3.493316e-05 6.819445e-05 1.161648e-04 1.755556e-04 2.424083e-04
[21,] 2.619441e-05 5.385072e-05 9.660543e-05 1.534232e-04 2.211985e-04
[22,] 1.858804e-05 4.038442e-05 7.660266e-05 1.284187e-04 1.942710e-04
[23,] 1.255891e-05 2.895447e-05 5.832612e-05 1.036851e-04 1.653591e-04
[24,] 8.137139e-06 1.999447e-05 4.295525e-05 8.130041e-05 1.372376e-04
[25,] 5.094227e-06 1.339392e-05 3.079277e-05 6.222945e-05 1.114949e-04
[26,] 3.102799e-06 8.753615e-06 2.157714e-05 4.661979e-05 8.877840e-05
[27,] 1.847815e-06 5.599873e-06 1.480265e-05 3.418629e-05 6.920979e-05
[28,] 1.078531e-06 3.509080e-06 9.935933e-06 2.449922e-05 5.270969e-05
[29,] 6.170072e-07 2.151592e-06 6.513939e-06 1.712387e-05 3.913654e-05
[30,] 3.454980e-07 1.288624e-06 4.163852e-06 1.165594e-05 2.829298e-05
[31,] 1.890505e-07 7.527352e-07 2.592129e-06 7.720089e-06 1.990080e-05
[32,] 1.009415e-07 4.283774e-07 1.570239e-06 4.971825e-06 1.360749e-05
[33,] 5.252049e-08 2.372183e-07 9.244625e-07 3.108876e-06 9.027752e-06
[34,] 2.657718e-08 1.275561e-07 5.277120e-07 1.882205e-06 5.791650e-06
[35,] 1.303914e-08 6.637238e-08 2.909526e-07 1.098619e-06 3.575807e-06
[36,] 6.174521e-09 3.326093e-08 1.541589e-07 6.149392e-07 2.112895e-06
[37,] 2.806696e-09 1.596309e-08 7.805169e-08 3.282178e-07 1.188138e-06
[38,] 1.217594e-09 7.295557e-09 3.755379e-08 1.661547e-07 6.325817e-07
[39,] 5.013384e-10 3.158511e-09 1.708583e-08 7.940993e-08 3.175129e-07
[40,] 1.949840e-10 1.289612e-09 7.320701e-09 3.569647e-08 1.497372e-07
[41,] 7.135306e-11 4.948212e-10 2.944504e-09 1.504930e-08 6.617814e-08
[42,] 2.449398e-11 1.779403e-10 1.109094e-09 5.937798e-09 2.735989e-08
[43,] 7.869707e-12 5.985069e-11 3.905337e-10 2.189233e-09 1.056745e-08
[44,] 2.362632e-12 1.880216e-11 1.283932e-10 7.534548e-10 3.809871e-09
[45,] 6.620091e-13 5.511253e-12 3.937721e-11 2.418885e-10 1.281459e-09
[46,] 1.729834e-13 1.506232e-12 1.125940e-11 7.240568e-11 4.020051e-10
[47,] 4.212814e-14 3.836441e-13 3.000502e-12 2.020339e-11 1.176135e-10
[48,] 9.558776e-15 9.103937e-14 7.450578e-13 5.254508e-12 3.209356e-11
[49,] 2.020166e-15 2.012411e-14 1.723713e-13 1.273836e-12 8.169854e-12
[50,] 3.976143e-16 4.143377e-15 3.715557e-14 2.878955e-13 1.940911e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.945852e-06 1.171728e-05 1.794631e-05 2.828981e-05 4.361966e-05
 [2,] 1.266203e-05 1.810092e-05 2.638366e-05 3.991955e-05 6.050314e-05
 [3,] 1.927523e-05 2.711537e-05 3.793226e-05 5.486371e-05 8.094821e-05
 [4,] 2.787088e-05 3.909757e-05 5.312836e-05 7.357712e-05 1.049150e-04
 [5,] 3.816023e-05 5.393316e-05 7.210647e-05 9.624277e-05 1.321615e-04
 [6,] 4.946920e-05 7.091500e-05 9.435136e-05 1.225295e-04 1.621521e-04
 [7,] 6.093571e-05 8.883954e-05 1.186455e-04 1.514515e-04 1.939929e-04
 [8,] 7.191850e-05 1.064252e-04 1.433779e-04 1.815208e-04 2.265279e-04
 [9,] 8.248948e-05 1.229751e-04 1.672392e-04 2.113108e-04 2.587261e-04
[10,] 9.376890e-05 1.390118e-04 1.900812e-04 2.403330e-04 2.903643e-04
[11,] 1.078491e-04 1.565043e-04 2.134990e-04 2.698439e-04 3.227751e-04
[12,] 1.271831e-04 1.783977e-04 2.406631e-04 3.030291e-04 3.591993e-04
[13,] 1.535558e-04 2.074527e-04 2.751987e-04 3.441405e-04 4.042450e-04
[14,] 1.870033e-04 2.447803e-04 3.193912e-04 3.966251e-04 4.622517e-04
[15,] 2.251656e-04 2.887147e-04 3.724635e-04 4.609007e-04 5.349443e-04
[16,] 2.634626e-04 3.346353e-04 4.298107e-04 5.328398e-04 6.193432e-04
[17,] 2.961636e-04 3.759785e-04 4.837557e-04 6.039106e-04 7.070946e-04
[18,] 3.180191e-04 4.061418e-04 5.256996e-04 6.632371e-04 7.859298e-04
[19,] 3.258156e-04 4.205212e-04 5.488368e-04 7.008967e-04 8.429985e-04
[20,] 3.192088e-04 4.178224e-04 5.502691e-04 7.110866e-04 8.688260e-04
[21,] 3.005096e-04 4.001087e-04 5.316189e-04 6.937861e-04 8.602199e-04
[22,] 2.735992e-04 3.716639e-04 4.979663e-04 6.542589e-04 8.208990e-04
[23,] 2.425431e-04 3.372962e-04 4.557381e-04 6.007835e-04 7.597135e-04
[24,] 2.105339e-04 3.008987e-04 4.105934e-04 5.417826e-04 6.874430e-04
[25,] 1.795134e-04 2.648154e-04 3.661876e-04 4.836179e-04 6.136699e-04
[26,] 1.504054e-04 2.300473e-04 3.240906e-04 4.297523e-04 5.448935e-04
[27,] 1.236076e-04 1.969020e-04 2.845091e-04 3.811697e-04 4.842004e-04
[28,] 9.938626e-05 1.655898e-04 2.471762e-04 3.373927e-04 4.320041e-04
[29,] 7.801151e-05 1.364785e-04 2.119182e-04 2.974070e-04 3.870830e-04
[30,] 5.969599e-05 1.100283e-04 1.787879e-04 2.601732e-04 3.473937e-04
[31,] 4.449029e-05 8.661205e-05 1.479570e-04 2.248102e-04 3.105958e-04
[32,] 3.224792e-05 6.640627e-05 1.196117e-04 1.906989e-04 2.744981e-04
[33,] 2.267268e-05 4.940279e-05 9.395471e-05 1.576367e-04 2.375660e-04
[34,] 1.539810e-05 3.547964e-05 7.125152e-05 1.259723e-04 1.993839e-04
[35,] 1.004812e-05 2.445158e-05 5.181688e-05 9.656682e-05 1.608176e-04
[36,] 6.263824e-06 1.607342e-05 3.590719e-05 7.052400e-05 1.237157e-04
[37,] 3.709450e-06 1.002279e-05 2.357968e-05 4.879537e-05 9.024400e-05
[38,] 2.076723e-06 5.901195e-06 1.460940e-05 3.185029e-05 6.215543e-05
[39,] 1.094780e-06 3.268802e-06 8.511982e-06 1.955380e-05 4.030647e-05
[40,] 5.417939e-07 1.698893e-06 4.652834e-06 1.126844e-05 2.456704e-05
[41,] 2.511500e-07 8.268922e-07 2.382438e-06 6.088282e-06 1.406135e-05
[42,] 1.088796e-07 3.764371e-07 1.141681e-06 3.082349e-06 7.555849e-06
[43,] 4.409847e-08 1.601659e-07 5.118052e-07 1.462156e-06 3.812466e-06
[44,] 1.667597e-08 6.366888e-08 2.146289e-07 6.500743e-07 1.807239e-06
[45,] 5.885895e-09 2.364539e-08 8.422091e-08 2.710478e-07 8.054106e-07
[46,] 1.938920e-09 8.205831e-09 3.094111e-08 1.060689e-07 3.377160e-07
[47,] 5.962076e-10 2.662244e-09 1.065037e-08 3.899367e-08 1.333370e-07
[48,] 1.711860e-10 8.079785e-10 3.438008e-09 1.348002e-08 4.960173e-08
[49,] 4.591860e-11 2.295785e-10 1.041871e-09 4.386226e-09 1.739348e-08
[50,] 1.151447e-11 6.113083e-11 2.967309e-10 1.344492e-09 5.750491e-09
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 6.275881e-05 8.234255e-05 9.835438e-05 1.082579e-04 1.118156e-04
 [2,] 8.727193e-05 1.159458e-04 1.405855e-04 1.567914e-04 1.635459e-04
 [3,] 1.161354e-04 1.554942e-04 1.908930e-04 2.153938e-04 2.266103e-04
 [4,] 1.484999e-04 1.993008e-04 2.469910e-04 2.814777e-04 2.982719e-04
 [5,] 1.831932e-04 2.450344e-04 3.055492e-04 3.510788e-04 3.742064e-04
 [6,] 2.188652e-04 2.900933e-04 3.627366e-04 4.195352e-04 4.493312e-04
 [7,] 2.541653e-04 3.320839e-04 4.149575e-04 4.824251e-04 5.189534e-04
 [8,] 2.879767e-04 3.693362e-04 4.596445e-04 5.365528e-04 5.799166e-04
 [9,] 3.197564e-04 4.013826e-04 4.959465e-04 5.807573e-04 6.314286e-04
[10,] 3.499829e-04 4.293112e-04 5.251248e-04 6.163211e-04 6.753281e-04
[11,] 3.806048e-04 4.558910e-04 5.504885e-04 6.467768e-04 7.156391e-04
[12,] 4.152277e-04 4.853592e-04 5.767908e-04 6.770249e-04 7.573865e-04
[13,] 4.586852e-04 5.227702e-04 6.091693e-04 7.119064e-04 8.048688e-04
[14,] 5.157459e-04 5.728481e-04 6.518545e-04 7.546424e-04 8.598705e-04
[15,] 5.890778e-04 6.384285e-04 7.069294e-04 8.056807e-04 9.205045e-04
[16,] 6.771149e-04 7.188231e-04 7.734051e-04 8.623614e-04 9.812756e-04
[17,] 7.728496e-04 8.087289e-04 8.468516e-04 9.194958e-04 1.034508e-03
[18,] 8.644655e-04 8.983873e-04 9.198037e-04 9.706302e-04 1.072688e-03
[19,] 9.380306e-04 9.753878e-04 9.830796e-04 1.009613e-03 1.090857e-03
[20,] 9.814499e-04 1.027810e-03 1.027878e-03 1.032084e-03 1.088210e-03
[21,] 9.881240e-04 1.047640e-03 1.048110e-03 1.036561e-03 1.068408e-03
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[34,] 1.441387e-04 1.171014e-04 8.158554e-05 4.868378e-05 2.487117e-05
[35,] 1.646940e-04 1.398682e-04 1.018392e-04 6.350088e-05 3.389726e-05
[36,] 1.751932e-04 1.554983e-04 1.183131e-04 7.708669e-05 4.299646e-05
[37,] 1.734866e-04 1.609047e-04 1.279269e-04 8.709260e-05 5.075744e-05
[38,] 1.599204e-04 1.549670e-04 1.287357e-04 9.157648e-05 5.576543e-05
[39,] 1.372207e-04 1.389096e-04 1.205705e-04 8.961620e-05 5.702017e-05
[40,] 1.095999e-04 1.158898e-04 1.050963e-04 8.161847e-05 5.426124e-05
[41,] 8.148521e-05 8.998651e-05 8.525840e-05 6.918141e-05 4.805611e-05
[42,] 5.639435e-05 6.503245e-05 6.437101e-05 5.457442e-05 3.961002e-05
[43,] 3.633268e-05 4.374279e-05 4.523216e-05 4.006708e-05 3.038499e-05
[44,] 2.179165e-05 2.738494e-05 2.958075e-05 2.737697e-05 2.169255e-05
[45,] 1.216889e-05 1.595709e-05 1.800436e-05 1.740934e-05 1.441318e-05
[46,] 6.327510e-06 8.654521e-06 1.019893e-05 1.030337e-05 8.912649e-06
[47,] 3.064185e-06 4.369132e-06 5.377044e-06 5.675138e-06 5.129222e-06
[48,] 1.382343e-06 2.053206e-06 2.638450e-06 2.909210e-06 2.747225e-06
[49,] 5.811936e-07 8.982310e-07 1.204972e-06 1.387959e-06 1.369416e-06
[50,] 2.278912e-07 3.658581e-07 5.121965e-07 6.162862e-07 6.352946e-07

> 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  
      547.9          3.2  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7tedu1256908965.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] 339.6738 342.8096 345.9453 349.0811 352.2169 355.3526 358.4884 361.6241
 [9] 364.7599 367.8957 371.0314 374.1672 377.3030 380.4387 383.5745 386.7103
[17] 389.8460 392.9818 396.1175 399.2533 402.3891 405.5248 408.6606 411.7964
[25] 414.9321 418.0679 421.2036 424.3394 427.4752 430.6109 433.7467 436.8825
[33] 440.0182 443.1540 446.2897 449.4255 452.5613 455.6970 458.8328 461.9686
[41] 465.1043 468.2401 471.3759 474.5116 477.6474 480.7831 483.9189 487.0547
[49] 490.1904 493.3262

$yords
 [1] 1377.633 1423.648 1469.663 1515.678 1561.693 1607.708 1653.723 1699.738
 [9] 1745.753 1791.768 1837.783 1883.798 1929.813 1975.828 2021.843 2067.858
[17] 2113.873 2159.888 2205.903 2251.918 2297.933 2343.948 2389.963 2435.978
[25] 2481.993 2528.007 2574.022 2620.037 2666.052 2712.067 2758.082 2804.097
[33] 2850.112 2896.127 2942.142 2988.157 3034.172 3080.187 3126.202 3172.217
[41] 3218.232 3264.247 3310.262 3356.277 3402.292 3448.307 3494.322 3540.337
[49] 3586.352 3632.367

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 2.946882e-06 6.332238e-06 1.327018e-05 2.422514e-05 3.750967e-05
 [2,] 4.502692e-06 8.297180e-06 1.709791e-05 3.276780e-05 5.406528e-05
 [3,] 7.671802e-06 1.145186e-05 2.129526e-05 4.122444e-05 7.172694e-05
 [4,] 1.383620e-05 1.742818e-05 2.710137e-05 4.961226e-05 8.871245e-05
 [5,] 2.451977e-05 2.860935e-05 3.709630e-05 5.959096e-05 1.045585e-04
 [6,] 4.058577e-05 4.740496e-05 5.487200e-05 7.472666e-05 1.211489e-04
 [7,] 6.117405e-05 7.479663e-05 8.370396e-05 9.970928e-05 1.426936e-04
 [8,] 8.302941e-05 1.086540e-04 1.242984e-04 1.382959e-04 1.743247e-04
 [9,] 1.010023e-04 1.429749e-04 1.725471e-04 1.903642e-04 2.194579e-04
[10,] 1.099303e-04 1.692001e-04 2.190025e-04 2.494559e-04 2.766520e-04
[11,] 1.070480e-04 1.795993e-04 2.514633e-04 3.029153e-04 3.375326e-04
[12,] 9.341739e-05 1.710191e-04 2.601539e-04 3.359618e-04 3.878760e-04
[13,] 7.337469e-05 1.465587e-04 2.426682e-04 3.384269e-04 4.128451e-04
[14,] 5.236380e-05 1.139541e-04 2.053388e-04 3.102279e-04 4.043977e-04
[15,] 3.459410e-05 8.175224e-05 1.599327e-04 2.616742e-04 3.662492e-04
[16,] 2.185362e-05 5.577094e-05 1.178681e-04 2.080741e-04 3.124648e-04
[17,] 1.378691e-05 3.775514e-05 8.565828e-05 1.621744e-04 2.600379e-04
[18,] 8.990474e-06 2.634087e-05 6.391960e-05 1.292365e-04 2.202621e-04
[19,] 6.052173e-06 1.903481e-05 4.953302e-05 1.071607e-04 1.944355e-04
[20,] 4.058064e-06 1.379600e-05 3.876557e-05 9.038152e-05 1.759805e-04
[21,] 2.596279e-06 9.600226e-06 2.932400e-05 7.423345e-05 1.565217e-04
[22,] 1.536154e-06 6.202970e-06 2.068860e-05 5.716276e-05 1.313852e-04
[23,] 8.257647e-07 3.649545e-06 1.332535e-05 4.030852e-05 1.013920e-04
[24,] 3.997653e-07 1.936277e-06 7.751133e-06 2.571552e-05 7.095304e-05
[25,] 1.736443e-07 9.225236e-07 4.052938e-06 1.476498e-05 4.475360e-05
[26,] 6.762827e-08 3.943895e-07 1.903237e-06 7.621420e-06 2.540902e-05
[27,] 2.367035e-08 1.516530e-07 8.046676e-07 3.545880e-06 1.301939e-05
[28,] 7.502304e-09 5.286720e-08 3.088067e-07 1.499474e-06 6.072236e-06
[29,] 2.195797e-09 1.704544e-08 1.097730e-07 5.881751e-07 2.630468e-06
[30,] 6.201810e-10 5.312331e-09 3.776182e-08 2.233835e-07 1.103175e-06
[31,] 1.824557e-10 1.724897e-09 1.351876e-08 8.807086e-08 4.783816e-07
[32,] 6.016341e-11 6.257754e-10 5.382914e-09 3.838438e-08 2.275520e-07
[33,] 2.214310e-11 2.522460e-10 2.369890e-09 1.839925e-08 1.183417e-07
[34,] 8.424078e-12 1.048399e-10 1.073839e-09 9.066230e-09 6.322419e-08
[35,] 3.074807e-12 4.179083e-11 4.668494e-10 4.291612e-09 3.251759e-08
[36,] 1.032728e-12 1.533506e-11 1.870143e-10 1.874824e-09 1.547058e-08
[37,] 3.133303e-13 5.085643e-12 6.776060e-11 7.417048e-10 6.676859e-09
[38,] 8.523649e-14 1.512770e-12 2.203385e-11 2.635521e-10 2.591203e-09
[39,] 2.072884e-14 4.023807e-13 6.409195e-12 8.381754e-11 9.007255e-10
[40,] 4.501314e-15 9.558555e-14 1.665395e-12 2.382107e-11 2.799396e-10
[41,] 8.723853e-16 2.026778e-14 3.863387e-13 6.045564e-12 7.772239e-11
[42,] 1.508667e-16 3.835110e-15 7.999027e-14 1.369677e-12 1.926906e-11
[43,] 2.327867e-17 6.475375e-16 1.477999e-14 2.769776e-13 4.265140e-12
[44,] 3.204722e-18 9.755617e-17 2.437059e-15 4.999231e-14 8.428532e-13
[45,] 3.936337e-19 1.311454e-17 3.586118e-16 8.054053e-15 1.487137e-13
[46,] 4.313970e-20 1.573189e-18 4.709579e-17 1.158321e-15 2.343188e-14
[47,] 4.218582e-21 1.684116e-19 5.520661e-18 1.487394e-16 3.297919e-15
[48,] 3.681254e-22 1.609087e-20 5.777377e-19 1.705782e-17 4.147852e-16
[49,] 2.866889e-23 1.372377e-21 5.398924e-20 1.747754e-18 4.664338e-17
[50,] 1.992869e-24 1.045090e-22 4.506802e-21 1.600713e-19 4.693038e-18
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.017213e-05 6.155570e-05 7.623882e-05 1.015094e-04 1.396975e-04
 [2,] 7.623904e-05 9.528918e-05 1.143887e-04 1.443970e-04 1.941114e-04
 [3,] 1.070703e-04 1.387193e-04 1.651808e-04 1.984606e-04 2.557038e-04
 [4,] 1.395267e-04 1.891355e-04 2.281157e-04 2.647039e-04 3.230970e-04
 [5,] 1.705325e-04 2.420971e-04 3.001265e-04 3.429751e-04 3.963757e-04
 [6,] 1.988960e-04 2.934344e-04 3.766088e-04 4.317383e-04 4.773612e-04
 [7,] 2.262699e-04 3.411648e-04 4.533754e-04 5.287459e-04 5.692714e-04
 [8,] 2.565463e-04 3.858613e-04 5.277983e-04 6.317263e-04 6.757441e-04
 [9,] 2.938979e-04 4.292874e-04 5.979796e-04 7.375799e-04 7.986353e-04
[10,] 3.401726e-04 4.724456e-04 6.608886e-04 8.400590e-04 9.343318e-04
[11,] 3.924476e-04 5.141529e-04 7.116167e-04 9.283450e-04 1.070369e-03
[12,] 4.419283e-04 5.503454e-04 7.446043e-04 9.891379e-04 1.185939e-03
[13,] 4.758036e-04 5.741973e-04 7.554944e-04 1.011781e-03 1.258240e-03
[14,] 4.826743e-04 5.779677e-04 7.421194e-04 9.927770e-04 1.271853e-03
[15,] 4.593106e-04 5.572270e-04 7.051239e-04 9.367384e-04 1.225160e-03
[16,] 4.140808e-04 5.156735e-04 6.496590e-04 8.546210e-04 1.130199e-03
[17,] 3.635629e-04 4.664001e-04 5.874395e-04 7.621259e-04 1.007942e-03
[18,] 3.236241e-04 4.266965e-04 5.357330e-04 6.788357e-04 8.835207e-04
[19,] 3.007359e-04 4.083793e-04 5.107749e-04 6.251806e-04 7.828690e-04
[20,] 2.893966e-04 4.100456e-04 5.180542e-04 6.149295e-04 7.281113e-04
[21,] 2.770637e-04 4.171578e-04 5.462989e-04 6.460149e-04 7.295853e-04
[22,] 2.527087e-04 4.104157e-04 5.709041e-04 6.968412e-04 7.777366e-04
[23,] 2.131246e-04 3.768670e-04 5.660561e-04 7.333973e-04 8.421384e-04
[24,] 1.635230e-04 3.165036e-04 5.181479e-04 7.249276e-04 8.821001e-04
[25,] 1.133174e-04 2.408151e-04 4.319592e-04 6.589057e-04 8.649261e-04
[26,] 7.079378e-05 1.655386e-04 3.264139e-04 5.459211e-04 7.811096e-04
[27,] 3.997542e-05 1.030449e-04 2.239248e-04 4.121940e-04 6.470186e-04
[28,] 2.057961e-05 5.858513e-05 1.406143e-04 2.857326e-04 4.942721e-04
[29,] 9.852589e-06 3.101440e-05 8.233556e-05 1.850345e-04 3.537109e-04
[30,] 4.563352e-06 1.586562e-05 4.652322e-05 1.154853e-04 2.437783e-04
[31,] 2.173856e-06 8.294262e-06 2.667339e-05 7.259701e-05 1.680225e-04
[32,] 1.125327e-06 4.660834e-06 1.623932e-05 4.783443e-05 1.197823e-04
[33,] 6.325977e-07 2.821566e-06 1.055128e-05 3.326772e-05 8.901416e-05
[34,] 3.651647e-07 1.753014e-06 7.026629e-06 2.365064e-05 6.730760e-05
[35,] 2.035288e-07 1.055435e-06 4.552509e-06 1.641829e-05 4.983374e-05
[36,] 1.052647e-07 5.920319e-07 2.761397e-06 1.072920e-05 3.493145e-05
[37,] 4.950348e-08 3.028993e-07 1.533775e-06 6.451625e-06 2.265895e-05
[38,] 2.096717e-08 1.398726e-07 7.710993e-07 3.524417e-06 1.341507e-05
[39,] 7.962769e-09 5.799896e-08 3.488000e-07 1.736952e-06 7.190625e-06
[40,] 2.705728e-09 2.154000e-08 1.415136e-07 7.693049e-07 3.473110e-06
[41,] 8.217573e-10 7.155467e-09 5.141050e-08 3.055612e-07 1.507567e-06
[42,] 2.229561e-10 2.124770e-09 1.670969e-08 1.087189e-07 5.872338e-07
[43,] 5.402794e-11 5.638312e-10 4.857309e-09 3.463546e-08 2.051442e-07
[44,] 1.169313e-11 1.337040e-10 1.262800e-09 9.879911e-09 6.427328e-08
[45,] 2.260537e-12 2.833881e-11 2.937040e-10 2.524511e-09 1.806999e-08
[46,] 3.904591e-13 5.370689e-12 6.114517e-11 5.782627e-10 4.563259e-09
[47,] 6.028366e-14 9.106368e-13 1.140384e-11 1.188727e-10 1.036578e-09
[48,] 8.324070e-15 1.382562e-13 1.907514e-12 2.196303e-11 2.121936e-10
[49,] 1.028773e-15 1.881557e-14 2.865772e-13 3.653888e-12 3.922881e-11
[50,] 1.139182e-16 2.298508e-15 3.873952e-14 5.485490e-13 6.565343e-12
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.830312e-04 2.181169e-04 2.366965e-04 2.409145e-04 2.371669e-04
 [2,] 2.583365e-04 3.179415e-04 3.546344e-04 3.652851e-04 3.596634e-04
 [3,] 3.398759e-04 4.299700e-04 4.951007e-04 5.198875e-04 5.132371e-04
 [4,] 4.199006e-04 5.403168e-04 6.431131e-04 6.938756e-04 6.915663e-04
 [5,] 4.927152e-04 6.336442e-04 7.767211e-04 8.666239e-04 8.807419e-04
 [6,] 5.579648e-04 6.996649e-04 8.735289e-04 1.010643e-03 1.058563e-03
 [7,] 6.220652e-04 7.391282e-04 9.202286e-04 1.099756e-03 1.197366e-03
 [8,] 6.968013e-04 7.658867e-04 9.207277e-04 1.120470e-03 1.272017e-03
 [9,] 7.950482e-04 8.031501e-04 8.978723e-04 1.081014e-03 1.271262e-03
[10,] 9.243342e-04 8.746233e-04 8.864514e-04 1.011956e-03 1.206527e-03
[11,] 1.080194e-03 9.935439e-04 9.196529e-04 9.561581e-04 1.111520e-03
[12,] 1.242950e-03 1.154122e-03 1.014687e-03 9.519483e-04 1.030609e-03
[13,] 1.381630e-03 1.330096e-03 1.164165e-03 1.017535e-03 1.001167e-03
[14,] 1.465019e-03 1.482782e-03 1.337708e-03 1.144262e-03 1.039344e-03
[15,] 1.474365e-03 1.575872e-03 1.493681e-03 1.301710e-03 1.136630e-03
[16,] 1.410269e-03 1.589390e-03 1.595490e-03 1.451454e-03 1.267852e-03
[17,] 1.290718e-03 1.525438e-03 1.624152e-03 1.561914e-03 1.404451e-03
[18,] 1.143813e-03 1.404343e-03 1.581518e-03 1.616899e-03 1.524687e-03
[19,] 1.000803e-03 1.256161e-03 1.485159e-03 1.615457e-03 1.615949e-03
[20,] 8.911329e-04 1.113238e-03 1.360667e-03 1.566746e-03 1.671137e-03
[21,] 8.368280e-04 1.004900e-03 1.235902e-03 1.485577e-03 1.685403e-03
[22,] 8.445511e-04 9.515808e-04 1.136841e-03 1.390737e-03 1.657722e-03
[23,] 8.990120e-04 9.573358e-04 1.082105e-03 1.303381e-03 1.595522e-03
[24,] 9.646808e-04 1.004852e-03 1.075968e-03 1.242128e-03 1.516351e-03
[25,] 9.989266e-04 1.059112e-03 1.104260e-03 1.215665e-03 1.442609e-03
[26,] 9.710763e-04 1.081287e-03 1.138476e-03 1.218006e-03 1.391760e-03
[27,] 8.761062e-04 1.046360e-03 1.148339e-03 1.231245e-03 1.368927e-03
[28,] 7.345281e-04 9.538024e-04 1.116154e-03 1.235366e-03 1.367187e-03
[29,] 5.795242e-04 8.247919e-04 1.043886e-03 1.218854e-03 1.374804e-03
[30,] 4.405064e-04 6.887998e-04 9.487374e-04 1.182833e-03 1.383299e-03
[31,] 3.327500e-04 5.689301e-04 8.511952e-04 1.136459e-03 1.390145e-03
[32,] 2.566470e-04 4.743035e-04 7.640234e-04 1.087876e-03 1.394912e-03
[33,] 2.036044e-04 4.013820e-04 6.882905e-04 1.037655e-03 1.393221e-03
[34,] 1.632648e-04 3.405594e-04 6.166516e-04 9.785013e-04 1.374069e-03
[35,] 1.283344e-04 2.830415e-04 5.400253e-04 9.001623e-04 1.322699e-03
[36,] 9.601740e-05 2.248852e-04 4.534987e-04 7.958273e-04 1.226981e-03
[37,] 6.689649e-05 1.674488e-04 3.590200e-04 6.667052e-04 1.083665e-03
[38,] 4.277761e-05 1.151686e-04 2.643218e-04 5.228816e-04 9.015608e-04
[39,] 2.487844e-05 7.244478e-05 1.791370e-04 3.801400e-04 7.001312e-04
[40,] 1.308490e-05 4.140422e-05 1.109437e-04 2.542380e-04 5.037277e-04
[41,] 6.202745e-06 2.141085e-05 6.247976e-05 1.555566e-04 3.338247e-04
[42,] 2.645109e-06 9.993570e-06 3.189870e-05 8.675533e-05 2.029259e-04
[43,] 1.013898e-06 4.205504e-06 1.474131e-05 4.401139e-05 1.128492e-04
[44,] 3.493273e-07 1.595431e-06 6.164200e-06 2.029351e-05 5.733103e-05
[45,] 1.082536e-07 5.460109e-07 2.333680e-06 8.506519e-06 2.659463e-05
[46,] 3.021002e-08 1.687967e-07 8.008681e-07 3.244118e-06 1.126468e-05
[47,] 7.604860e-09 4.722190e-08 2.495364e-07 1.126803e-06 4.357359e-06
[48,] 1.730450e-09 1.197933e-08 7.071227e-08 3.567934e-07 1.539103e-06
[49,] 3.567344e-10 2.761388e-09 1.825053e-08 1.030453e-07 4.961381e-07
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[29,] 5.011901e-04 5.068813e-04 4.954254e-04 4.716282e-04 4.492444e-04
[30,] 5.027547e-04 5.131386e-04 5.033768e-04 4.723566e-04 4.394053e-04
[31,] 5.166639e-04 5.282603e-04 5.184752e-04 4.781750e-04 4.270631e-04
[32,] 5.591308e-04 5.694653e-04 5.562041e-04 5.037602e-04 4.288225e-04
[33,] 6.422516e-04 6.535160e-04 6.351409e-04 5.674531e-04 4.634599e-04
[34,] 7.681207e-04 7.871088e-04 7.670834e-04 6.845328e-04 5.482867e-04
[35,] 9.276176e-04 9.614579e-04 9.476839e-04 8.570317e-04 6.915424e-04
[36,] 1.103434e-03 1.153858e-03 1.154061e-03 1.066944e-03 8.839677e-04
[37,] 1.275103e-03 1.334595e-03 1.351020e-03 1.278539e-03 1.095982e-03
[38,] 1.423589e-03 1.475417e-03 1.502161e-03 1.449465e-03 1.284620e-03
[39,] 1.533672e-03 1.556244e-03 1.580343e-03 1.544665e-03 1.407874e-03
[40,] 1.593791e-03 1.568254e-03 1.573786e-03 1.546366e-03 1.438938e-03
[41,] 1.595014e-03 1.513148e-03 1.486868e-03 1.456880e-03 1.373419e-03
[42,] 1.531694e-03 1.399975e-03 1.336527e-03 1.295097e-03 1.227565e-03
[43,] 1.404671e-03 1.241855e-03 1.146182e-03 1.089375e-03 1.030458e-03
[44,] 1.224675e-03 1.054220e-03 9.396211e-04 8.695851e-04 8.145828e-04
[45,] 1.012196e-03 8.541109e-04 7.368676e-04 6.605976e-04 6.080053e-04
[46,] 7.925400e-04 6.588627e-04 5.525377e-04 4.787498e-04 4.297189e-04
[47,] 5.886196e-04 4.834406e-04 3.957690e-04 3.315631e-04 2.884839e-04
[48,] 4.155907e-04 3.376146e-04 2.706304e-04 2.196493e-04 1.845419e-04
[49,] 2.795035e-04 2.247547e-04 1.767434e-04 1.392789e-04 1.128127e-04
[50,] 1.792260e-04 1.428293e-04 1.103733e-04 8.461020e-05 6.606637e-05
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 1.840494e-19 4.224524e-21 8.033787e-23 1.284373e-24 1.789593e-26
 [2,] 1.395956e-18 3.557148e-20 7.626594e-22 1.420892e-23 2.463155e-25
 [3,] 9.638210e-18 2.777694e-19 6.953333e-21 1.602225e-22 3.713837e-24
 [4,] 6.208720e-17 2.097964e-18 6.482431e-20 1.965696e-21 6.214255e-23
 [5,] 3.904816e-16 1.630456e-17 6.548142e-19 2.647887e-20 1.087686e-21
 [6,] 2.547883e-15 1.369648e-16 7.177291e-18 3.703305e-19 1.855214e-20
 [7,] 1.793367e-14 1.232911e-15 8.076079e-17 5.034610e-18 2.949061e-19
 [8,] 1.334822e-13 1.123985e-14 8.778392e-16 6.379846e-17 4.276855e-18
 [9,] 9.917409e-13 9.813198e-14 8.872466e-15 7.384005e-16 5.606942e-17
[10,] 6.989137e-12 7.931885e-13 8.185982e-14 7.736883e-15 6.618258e-16
[11,] 4.535744e-11 5.840289e-12 6.839557e-13 7.310546e-14 7.019618e-15
[12,] 2.673372e-10 3.890633e-11 5.157692e-12 6.217580e-13 6.682193e-14
[13,] 1.422922e-09 2.338655e-10 3.504930e-11 4.754181e-12 5.704000e-13
[14,] 6.825361e-09 1.267128e-09 2.144403e-10 3.265314e-11 4.362958e-12
[15,] 2.948827e-08 6.185471e-09 1.180371e-09 2.012898e-10 2.988442e-11
[16,] 1.147474e-07 2.719366e-08 5.841334e-09 1.112878e-09 1.832014e-10
[17,] 4.022067e-07 1.076291e-07 2.597027e-08 5.514478e-09 1.004660e-09
[18,] 1.269961e-06 3.833042e-07 1.036567e-07 2.447468e-08 4.926370e-09
[19,] 3.611962e-06 1.227612e-06 3.711657e-07 9.723870e-08 2.159199e-08
[20,] 9.252081e-06 3.533564e-06 1.191507e-06 3.456614e-07 8.456245e-08
[21,] 2.133969e-05 9.135491e-06 3.427043e-06 1.098915e-06 2.958475e-07
[22,] 4.431085e-05 2.120184e-05 8.826877e-06 3.123348e-06 9.244205e-07
[23,] 8.283141e-05 4.415169e-05 2.035048e-05 7.934023e-06 2.579357e-06
[24,] 1.394380e-04 8.248048e-05 4.198511e-05 1.800919e-05 6.426074e-06
[25,] 2.115787e-04 1.382366e-04 7.750305e-05 3.652388e-05 1.429405e-05
[26,] 2.899376e-04 2.079778e-04 1.280274e-04 6.618434e-05 2.839007e-05
[27,] 3.600792e-04 2.812708e-04 1.893508e-04 1.071841e-04 5.035880e-05
[28,] 4.076821e-04 3.428283e-04 2.510080e-04 1.552187e-04 7.981755e-05
[29,] 4.248867e-04 3.783603e-04 2.988651e-04 2.012238e-04 1.131536e-04
[30,] 4.140762e-04 3.812938e-04 3.208785e-04 2.340246e-04 1.437537e-04
[31,] 3.872785e-04 3.563863e-04 3.130436e-04 2.451792e-04 1.642613e-04
[32,] 3.626231e-04 3.183671e-04 2.819085e-04 2.333292e-04 1.699936e-04
[33,] 3.604724e-04 2.872013e-04 2.423321e-04 2.053048e-04 1.614459e-04
[34,] 3.998815e-04 2.829388e-04 2.123746e-04 1.734473e-04 1.441912e-04
[35,] 4.938054e-04 3.213971e-04 2.082693e-04 1.511367e-04 1.263368e-04
[36,] 6.424400e-04 4.098289e-04 2.407568e-04 1.490116e-04 1.153779e-04
[37,] 8.277890e-04 5.423075e-04 3.121661e-04 1.727575e-04 1.162254e-04
[38,] 1.014673e-03 6.972961e-04 4.139465e-04 2.217662e-04 1.306578e-04
[39,] 1.160545e-03 8.411037e-04 5.263156e-04 2.882135e-04 1.572455e-04
[40,] 1.230336e-03 9.381010e-04 6.223628e-04 3.575423e-04 1.911225e-04
[41,] 1.208592e-03 9.635356e-04 6.766088e-04 4.117734e-04 2.242115e-04
[42,] 1.102856e-03 9.121519e-04 6.743756e-04 4.354068e-04 2.469677e-04
[43,] 9.380030e-04 7.982345e-04 6.168736e-04 4.212810e-04 2.516356e-04
[44,] 7.459989e-04 6.480871e-04 5.193303e-04 3.730622e-04 2.354419e-04
[45,] 5.563022e-04 4.898775e-04 4.038011e-04 3.029673e-04 2.017208e-04
[46,] 3.899131e-04 3.457547e-04 2.910087e-04 2.262995e-04 1.582374e-04
[47,] 2.575133e-04 2.284118e-04 1.949978e-04 1.559798e-04 1.138155e-04
[48,] 1.607392e-04 1.415494e-04 1.218067e-04 9.952830e-05 7.524601e-05
[49,] 9.517800e-05 8.250275e-05 7.108716e-05 5.896051e-05 4.585717e-05
[50,] 5.368417e-05 4.538381e-05 3.884836e-05 3.250636e-05 2.583726e-05
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 2.356403e-28 3.317701e-30 5.303719e-32 8.846133e-34 1.365379e-35
 [2,] 4.421796e-27 8.822769e-29 1.858175e-30 3.703874e-32 6.470155e-34
 [3,] 9.287583e-26 2.450589e-27 6.242066e-29 1.419766e-30 2.758653e-32
 [4,] 2.045111e-24 6.582440e-26 1.929996e-27 4.908397e-29 1.053303e-30
 [5,] 4.380282e-23 1.636061e-24 5.397368e-26 1.521622e-27 3.594951e-29
 [6,] 8.720230e-22 3.689590e-23 1.355773e-24 4.220132e-26 1.095946e-27
 [7,] 1.579986e-20 7.488941e-22 3.050284e-23 1.046076e-24 2.983167e-26
 [8,] 2.582393e-19 1.363533e-20 6.138956e-22 2.316352e-23 7.248859e-25
 [9,] 3.792966e-18 2.223482e-19 1.104486e-20 4.580566e-22 1.572184e-23
[10,] 4.997205e-17 3.244515e-18 1.775642e-19 8.087563e-21 3.043230e-22
[11,] 5.899305e-16 4.234089e-17 2.550012e-18 1.274751e-19 5.256809e-21
[12,] 6.235614e-15 4.939432e-16 3.270527e-17 1.793443e-18 8.102859e-20
[13,] 5.898041e-14 5.149298e-15 3.745382e-16 2.251946e-17 1.114445e-18
[14,] 4.989714e-13 4.795651e-14 3.829200e-15 2.523485e-16 1.367620e-17
[15,] 3.773968e-12 3.989016e-13 3.494549e-14 2.523368e-15 1.497404e-16
[16,] 2.551068e-11 2.962885e-12 2.846417e-13 2.251512e-14 1.462746e-15
[17,] 1.540692e-10 1.964811e-11 2.069146e-12 1.792514e-13 1.274817e-14
[18,] 8.311249e-10 1.163110e-10 1.342256e-11 1.273294e-12 9.912211e-14
[19,] 4.003878e-09 6.145606e-10 7.769757e-11 8.069852e-12 6.876103e-13
[20,] 1.722189e-08 2.898089e-09 4.013183e-10 4.563217e-11 4.255764e-12
[21,] 6.613085e-08 1.219643e-08 1.849583e-09 2.302283e-10 2.350256e-11
[22,] 2.266742e-07 4.580466e-08 7.606194e-09 1.036483e-09 1.158333e-10
[23,] 6.934945e-07 1.535115e-07 2.791263e-08 4.164463e-09 5.096713e-10
[24,] 1.893718e-06 4.591463e-07 9.142135e-08 1.493844e-08 2.003528e-09
[25,] 4.615703e-06 1.225774e-06 2.673389e-07 4.787512e-08 7.046076e-09
[26,] 1.004341e-05 2.921947e-06 6.984781e-07 1.372688e-07 2.222744e-08
[27,] 1.951675e-05 6.223683e-06 1.632750e-06 3.530498e-07 6.320653e-08
[28,] 3.389590e-05 1.186162e-05 3.423827e-06 8.185539e-07 1.634668e-07
[29,] 5.269222e-05 2.028270e-05 6.472649e-06 1.726147e-06 3.903164e-07
[30,] 7.352559e-05 3.127313e-05 1.113050e-05 3.360952e-06 8.799630e-07
[31,] 9.258137e-05 4.387392e-05 1.767509e-05 6.179464e-06 1.924029e-06
[32,] 1.062063e-04 5.686474e-05 2.650859e-05 1.101997e-05 4.165799e-06
[33,] 1.128127e-04 6.965132e-05 3.856804e-05 1.946119e-05 8.953076e-06
[34,] 1.137240e-04 8.283726e-05 5.557617e-05 3.411422e-05 1.876586e-05
[35,] 1.122209e-04 9.771354e-05 7.950383e-05 5.831754e-05 3.735331e-05
[36,] 1.114891e-04 1.147053e-04 1.109456e-04 9.467116e-05 6.894170e-05
[37,] 1.130740e-04 1.319380e-04 1.471197e-04 1.425131e-04 1.160405e-04
[38,] 1.168768e-04 1.453728e-04 1.811431e-04 1.956810e-04 1.763400e-04
[39,] 1.222107e-04 1.508297e-04 2.039382e-04 2.426752e-04 2.405860e-04
[40,] 1.285338e-04 1.465251e-04 2.083051e-04 2.703952e-04 2.938170e-04
[41,] 1.350928e-04 1.341358e-04 1.927047e-04 2.700516e-04 3.207188e-04
[42,] 1.400926e-04 1.175795e-04 1.620960e-04 2.416670e-04 3.127086e-04
[43,] 1.406487e-04 1.005944e-04 1.252412e-04 1.940691e-04 2.723342e-04
[44,] 1.340127e-04 8.501641e-05 9.045246e-05 1.403902e-04 2.119480e-04
[45,] 1.192523e-04 7.078038e-05 6.255971e-05 9.217897e-05 1.475947e-04
[46,] 9.806216e-05 5.713791e-05 4.247820e-05 5.567017e-05 9.220272e-05
[47,] 7.409133e-05 4.383488e-05 2.871825e-05 3.158463e-05 5.192704e-05
[48,] 5.132524e-05 3.142784e-05 1.923943e-05 1.731207e-05 2.660668e-05
[49,] 3.260523e-05 2.083036e-05 1.252545e-05 9.416207e-06 1.260252e-05
[50,] 1.902680e-05 1.269306e-05 7.746902e-06 5.142230e-06 5.656813e-06
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.817769e-37 2.025357e-39 1.865855e-41 1.414076e-43 8.796675e-46
 [2,] 9.541861e-36 1.168711e-37 1.180293e-39 9.795383e-42 6.669674e-44
 [3,] 4.480934e-34 6.022130e-36 6.662934e-38 6.053863e-40 4.511406e-42
 [4,] 1.879867e-32 2.769759e-34 3.356184e-36 3.338009e-38 2.722296e-40
 [5,] 7.041372e-31 1.136837e-32 1.508342e-34 1.642002e-36 1.465444e-38
 [6,] 2.354214e-29 4.163679e-31 6.047994e-33 7.205852e-35 7.037410e-37
 [7,] 7.024643e-28 1.360648e-29 2.163527e-31 2.821050e-33 3.014789e-35
 [8,] 1.870481e-26 3.967226e-28 6.904711e-30 9.852534e-32 1.152132e-33
 [9,] 4.444294e-25 1.032014e-26 1.965864e-28 3.069680e-30 3.927780e-32
[10,] 9.422177e-24 2.395143e-25 4.993242e-27 8.531901e-29 1.194520e-30
[11,] 1.782276e-22 4.959190e-24 1.131418e-25 2.115433e-27 3.240677e-29
[12,] 3.007883e-21 9.160469e-23 2.287041e-24 4.679024e-26 7.842940e-28
[13,] 4.528942e-20 1.509547e-21 4.124141e-23 9.232411e-25 1.693275e-26
[14,] 6.083795e-19 2.219195e-20 6.634432e-22 1.625119e-23 3.261329e-25
[15,] 7.290934e-18 2.910440e-19 9.521031e-21 2.551945e-22 5.603979e-24
[16,] 7.795078e-17 3.405183e-18 1.218949e-19 3.575168e-21 8.591671e-23
[17,] 7.435108e-16 3.554265e-17 1.392292e-18 4.468927e-20 1.175495e-21
[18,] 6.326862e-15 3.309821e-16 1.418917e-17 4.985076e-19 1.435767e-20
[19,] 4.803340e-14 2.750091e-15 1.290474e-16 4.964363e-18 1.566669e-19
[20,] 3.253795e-13 2.039185e-14 1.047769e-15 4.416578e-17 1.529304e-18
[21,] 1.967030e-12 1.349879e-13 7.600049e-15 3.515089e-16 1.338964e-17
[22,] 1.061606e-11 7.983065e-13 4.931711e-14 2.509281e-15 1.056628e-16
[23,] 5.118672e-11 4.223567e-12 2.870433e-13 1.614546e-14 7.582044e-16
[24,] 2.207961e-10 2.004305e-11 1.505895e-12 9.446649e-14 5.021553e-15
[25,] 8.542931e-10 8.573451e-11 7.184302e-12 5.101741e-13 3.138856e-14
[26,] 2.979481e-09 3.335082e-10 3.163831e-11 2.600612e-12 1.902056e-13
[27,] 9.450410e-09 1.197629e-09 1.315206e-10 1.285250e-11 1.141096e-12
[28,] 2.767273e-08 4.059990e-09 5.301079e-10 6.288748e-11 6.796166e-12
[29,] 7.650258e-08 1.334608e-08 2.115525e-09 3.054731e-10 3.949036e-11
[30,] 2.050986e-07 4.343949e-08 8.380958e-09 1.447554e-09 2.180021e-10
[31,] 5.444652e-07 1.403544e-07 3.238835e-08 6.516317e-09 1.116232e-09
[32,] 1.434753e-06 4.423387e-07 1.188925e-07 2.720615e-08 5.213165e-09
[33,] 3.687555e-06 1.324091e-06 4.047522e-07 1.036015e-07 2.198333e-08
[34,] 9.001169e-06 3.675555e-06 1.256728e-06 3.562061e-07 8.322618e-08
[35,] 2.037389e-05 9.305238e-06 3.523050e-06 1.099523e-06 2.820135e-07
[36,] 4.205639e-05 2.126901e-05 8.866635e-06 3.037724e-06 8.539317e-07
[37,] 7.837848e-05 4.364401e-05 1.997270e-05 7.499530e-06 2.308634e-06
[38,] 1.311343e-04 8.015625e-05 4.020268e-05 1.653095e-05 5.570282e-06
[39,] 1.963691e-04 1.315497e-04 7.225212e-05 3.252004e-05 1.199201e-05
[40,] 2.627705e-04 1.927614e-04 1.158872e-04 5.708170e-05 2.303293e-05
[41,] 3.139588e-04 2.520820e-04 1.658492e-04 8.938924e-05 3.946601e-05
[42,] 3.348022e-04 2.941444e-04 2.117553e-04 1.248793e-04 6.032546e-05
[43,] 3.186056e-04 3.062182e-04 2.411977e-04 1.556321e-04 8.225734e-05
[44,] 2.705633e-04 2.844036e-04 2.450859e-04 1.730234e-04 1.000557e-04
[45,] 2.050717e-04 2.356543e-04 2.221596e-04 1.715949e-04 1.085676e-04
[46,] 1.387834e-04 1.742107e-04 1.796449e-04 1.518088e-04 1.050871e-04
[47,] 8.393069e-05 1.149179e-04 1.295911e-04 1.198071e-04 9.073793e-05
[48,] 4.543162e-05 6.765899e-05 8.339940e-05 8.434593e-05 6.989061e-05
[49,] 2.208111e-05 3.557224e-05 4.788650e-05 5.297205e-05 4.802198e-05
[50,] 9.694770e-06 1.671809e-05 2.453555e-05 2.967848e-05 2.943435e-05

> 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  
   -191.956        5.883  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/151sf1256908965.ps tmp/151sf1256908965.png")
> system("convert tmp/24fhg1256908965.ps tmp/24fhg1256908965.png")
> system("convert tmp/33rif1256908965.ps tmp/33rif1256908965.png")
> system("convert tmp/48wbh1256908965.ps tmp/48wbh1256908965.png")
> system("convert tmp/5ptm51256908965.ps tmp/5ptm51256908965.png")
> system("convert tmp/6pyy61256908965.ps tmp/6pyy61256908965.png")
> system("convert tmp/7tedu1256908965.ps tmp/7tedu1256908965.png")
> 
> 
> proc.time()
   user  system elapsed 
  1.990   1.269   2.758