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.

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(2218,1855,2187,1852,1570,1851,1954,1828,2251,2277,2085,2282,2266,1878,2267,2069,1746,2299,2360,2214,2825,2355,2333,3016,2155,2172,2150,2533,2058,2160,2259,2498,2695,2799,2945,2930,2318,2540,2570,2669,2450,2842,3439,2677,2979,2257,2842,2546,2455,2293,2379,2478,2054,2272,2351,2271,2542,2304,2194,2722,2395,2146,1894,2548,2087,2063,2481,2476,2212,2834,2148,2598)
> y <- c(22780,17351,21382,24561,17409,11514,31514,27071,29462,26105,22397,23843,21705,18089,20764,25316,17704,15548,28029,29383,36438,32034,22679,24319,18004,17537,20366,22782,19169,13807,29743,25591,29096,26482,22405,27044,17970,18730,19684,19785,18479,10698,31956,29506,34506,27165,26736,23691,18157,17328,18205,20995,17382,9367,31124,26551,30651,25859,25100,25778,20418,18688,20424,24776,19814,12738,31566,30111,30019,31934,25826,26835)
> x <- c(517,525,523,519,509,512,519,517,510,509,501,507,569,580,578,565,547,555,562,561,555,544,537,543,594,611,613,611,594,595,591,589,584,573,567,569,621,629,628,612,595,597,593,590,580,574,573,573,620,626,620,588,566,557,561,549,532,526,511,499,555,565,542,527,510,514,517,508,493,490,469,478)
> par20 = ''
> par19 = ''
> par18 = ''
> par17 = ''
> par16 = ''
> par15 = ''
> par14 = ''
> par13 = ''
> par12 = ''
> par11 = ''
> par10 = ''
> par9 = ''
> par8 = ''
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> ylab = ''
> xlab = ''
> main = ''
> #'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/1wz2w1226396233.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/27nlp1226396233.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/38o1l1226396233.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/4p5141226396233.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/5rb5c1226396233.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  
   46174.20       -41.12  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6a2l31226396233.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]  5716.264  6417.743  7119.222  7820.701  8522.180  9223.659  9925.138
 [8] 10626.617 11328.096 12029.575 12731.054 13432.533 14134.012 14835.491
[15] 15536.970 16238.449 16939.928 17641.407 18342.886 19044.365 19745.844
[22] 20447.323 21148.802 21850.281 22551.760 23253.240 23954.719 24656.198
[29] 25357.677 26059.156 26760.635 27462.114 28163.593 28865.072 29566.551
[36] 30268.030 30969.509 31670.988 32372.467 33073.946 33775.425 34476.904
[43] 35178.383 35879.862 36581.341 37282.820 37984.299 38685.778 39387.257
[50] 40088.736

$yords
 [1] 1396.422 1441.650 1486.877 1532.105 1577.333 1622.560 1667.788 1713.016
 [9] 1758.243 1803.471 1848.699 1893.926 1939.154 1984.382 2029.609 2074.837
[17] 2120.065 2165.292 2210.520 2255.748 2300.975 2346.203 2391.431 2436.658
[25] 2481.886 2527.114 2572.342 2617.569 2662.797 2708.025 2753.252 2798.480
[33] 2843.708 2888.935 2934.163 2979.391 3024.618 3069.846 3115.074 3160.301
[41] 3205.529 3250.757 3295.984 3341.212 3386.440 3431.667 3476.895 3522.123
[49] 3567.350 3612.578

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.790523e-10 1.695662e-09 5.116748e-09 1.295603e-08 2.743627e-08
 [2,] 6.536930e-10 2.307070e-09 7.231457e-09 1.922197e-08 4.285018e-08
 [3,] 9.187486e-10 2.961242e-09 9.379196e-09 2.596346e-08 6.077083e-08
 [4,] 1.496481e-09 3.817571e-09 1.140851e-08 3.217459e-08 7.851450e-08
 [5,] 2.983223e-09 5.508625e-09 1.371508e-08 3.731462e-08 9.316666e-08
 [6,] 6.703526e-09 9.637989e-09 1.793822e-08 4.243597e-08 1.035969e-07
 [7,] 1.517191e-08 1.948284e-08 2.790163e-08 5.154509e-08 1.128976e-07
 [8,] 3.244510e-08 4.070526e-08 5.063060e-08 7.289093e-08 1.303864e-07
 [9,] 6.389266e-08 8.150449e-08 9.690341e-08 1.196574e-07 1.722928e-07
[10,] 1.147988e-07 1.512872e-07 1.802707e-07 2.091045e-07 2.602887e-07
[11,] 1.875735e-07 2.570838e-07 3.132879e-07 3.588344e-07 4.169826e-07
[12,] 2.783508e-07 3.980873e-07 5.006281e-07 5.793574e-07 6.578329e-07
[13,] 3.749214e-07 5.606518e-07 7.310880e-07 8.642521e-07 9.805123e-07
[14,] 4.582113e-07 7.175024e-07 9.731421e-07 1.182430e-06 1.355639e-06
[15,] 5.080073e-07 8.339433e-07 1.179147e-06 1.478925e-06 1.725219e-06
[16,] 5.108379e-07 8.799936e-07 1.299598e-06 1.688233e-06 2.014076e-06
[17,] 4.658682e-07 8.428621e-07 1.302245e-06 1.757227e-06 2.153412e-06
[18,] 3.853059e-07 7.327229e-07 1.186144e-06 1.667084e-06 2.107296e-06
[19,] 2.890525e-07 5.782510e-07 9.823195e-07 1.441977e-06 1.888375e-06
[20,] 1.967865e-07 4.145833e-07 7.404937e-07 1.139062e-06 1.553446e-06
[21,] 1.217435e-07 2.705803e-07 5.096165e-07 8.253876e-07 1.180801e-06
[22,] 6.867835e-08 1.615631e-07 3.225402e-07 5.544284e-07 8.415715e-07
[23,] 3.563561e-08 8.933912e-08 1.909412e-07 3.532421e-07 5.792773e-07
[24,] 1.737303e-08 4.706139e-08 1.096455e-07 2.231667e-07 4.048595e-07
[25,] 8.342313e-09 2.499933e-08 6.512756e-08 1.493131e-07 3.047831e-07
[26,] 4.276568e-09 1.452646e-08 4.302082e-08 1.116028e-07 2.543080e-07
[27,] 2.520216e-09 9.703865e-09 3.224299e-08 9.245554e-08 2.287752e-07
[28,] 1.692078e-09 7.186971e-09 2.599021e-08 8.002187e-08 2.098988e-07
[29,] 1.194762e-09 5.450159e-09 2.098209e-08 6.822114e-08 1.875757e-07
[30,] 8.244053e-10 3.985107e-09 1.618354e-08 5.526751e-08 1.589375e-07
[31,] 5.345116e-10 2.726519e-09 1.165813e-08 4.182349e-08 1.260386e-07
[32,] 3.205389e-10 1.725333e-09 7.776875e-09 2.937793e-08 9.309945e-08
[33,] 1.770598e-10 1.007410e-09 4.798894e-09 1.915237e-08 6.409179e-08
[34,] 9.024924e-11 5.442439e-10 2.748876e-09 1.163589e-08 4.130760e-08
[35,] 4.268053e-11 2.737334e-10 1.471614e-09 6.635576e-09 2.510965e-08
[36,] 1.888139e-11 1.292920e-10 7.429052e-10 3.583659e-09 1.451919e-08
[37,] 7.889583e-12 5.790012e-11 3.568887e-10 1.848140e-09 8.042085e-09
[38,] 3.141886e-12 2.478002e-11 1.642183e-10 9.144261e-10 4.277973e-09
[39,] 1.198988e-12 1.017113e-11 7.247576e-11 4.336787e-10 2.178440e-09
[40,] 4.383742e-13 3.994339e-12 3.054192e-11 1.958901e-10 1.053406e-09
[41,] 1.526681e-13 1.489684e-12 1.218253e-11 8.346021e-11 4.787686e-10
[42,] 5.017163e-14 5.223811e-13 4.552682e-12 3.319903e-11 2.024887e-10
[43,] 1.540168e-14 1.705379e-13 1.578954e-12 1.222029e-11 7.903832e-11
[44,] 4.377096e-15 5.140299e-14 5.043665e-13 4.133960e-12 2.829862e-11
[45,] 1.143632e-15 1.421605e-14 1.475671e-13 1.278956e-12 9.253833e-12
[46,] 2.733384e-16 3.591632e-15 3.939509e-14 3.606712e-13 2.755899e-12
[47,] 5.956010e-17 8.265193e-16 9.572082e-15 9.251043e-14 7.460746e-13
[48,] 1.180543e-17 1.729147e-16 2.113354e-15 2.155198e-14 1.833841e-13
[49,] 2.125482e-18 3.284725e-17 4.235343e-16 4.556356e-15 4.089558e-14
[50,] 3.472854e-19 5.661317e-18 7.699637e-17 8.736556e-16 8.270298e-15
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 4.859786e-08 7.215936e-08 9.028201e-08 9.624728e-08 8.950639e-08
 [2,] 7.995831e-08 1.250712e-07 1.647533e-07 1.846333e-07 1.797494e-07
 [3,] 1.193433e-07 1.965779e-07 2.726072e-07 3.212321e-07 3.278564e-07
 [4,] 1.618475e-07 2.804167e-07 4.091979e-07 5.070064e-07 5.428646e-07
 [5,] 2.002046e-07 3.638120e-07 5.579106e-07 7.264869e-07 8.162220e-07
 [6,] 2.280419e-07 4.314549e-07 6.929607e-07 9.468363e-07 1.115734e-06
 [7,] 2.445415e-07 4.732589e-07 7.894710e-07 1.127273e-06 1.390701e-06
 [8,] 2.585811e-07 4.928548e-07 8.378019e-07 1.237942e-06 1.591097e-06
 [9,] 2.902294e-07 5.123805e-07 8.551306e-07 1.280246e-06 1.694672e-06
[10,] 3.682198e-07 5.701230e-07 8.869788e-07 1.297010e-06 1.728023e-06
[11,] 5.230742e-07 7.103182e-07 9.954110e-07 1.364146e-06 1.767518e-06
[12,] 7.765478e-07 9.673512e-07 1.236588e-06 1.564069e-06 1.914940e-06
[13,] 1.129413e-06 1.348819e-06 1.635210e-06 1.950156e-06 2.255535e-06
[14,] 1.551650e-06 1.823413e-06 2.165611e-06 2.516484e-06 2.815643e-06
[15,] 1.980888e-06 2.320002e-06 2.748506e-06 3.186590e-06 3.538846e-06
[16,] 2.333954e-06 2.742062e-06 3.268198e-06 3.829036e-06 4.293331e-06
[17,] 2.531112e-06 2.995738e-06 3.607223e-06 4.297228e-06 4.910934e-06
[18,] 2.524672e-06 3.022178e-06 3.686510e-06 4.479562e-06 5.244251e-06
[19,] 2.318538e-06 2.820062e-06 3.494296e-06 4.339361e-06 5.218675e-06
[20,] 1.967817e-06 2.446943e-06 3.090497e-06 3.927312e-06 4.857515e-06
[21,] 1.557771e-06 1.997901e-06 2.584238e-06 3.361497e-06 4.270685e-06
[22,] 1.172675e-06 1.571442e-06 2.094899e-06 2.784663e-06 3.613763e-06
[23,] 8.698391e-07 1.238532e-06 1.713950e-06 2.317453e-06 3.035711e-06
[24,] 6.692013e-07 1.027242e-06 1.482706e-06 2.025837e-06 2.635538e-06
[25,] 5.589071e-07 9.259087e-07 1.391731e-06 1.912615e-06 2.442041e-06
[26,] 5.095691e-07 8.983624e-07 1.396906e-06 1.931363e-06 2.420118e-06
[27,] 4.885818e-07 9.014669e-07 1.441312e-06 2.012229e-06 2.496327e-06
[28,] 4.696338e-07 8.981499e-07 1.473290e-06 2.086884e-06 2.589894e-06
[29,] 4.369251e-07 8.642896e-07 1.456866e-06 2.104654e-06 2.636465e-06
[30,] 3.855796e-07 7.908806e-07 1.375721e-06 2.039070e-06 2.599216e-06
[31,] 3.195434e-07 6.828283e-07 1.232874e-06 1.887895e-06 2.469382e-06
[32,] 2.478002e-07 5.547802e-07 1.046711e-06 1.668927e-06 2.260676e-06
[33,] 1.800088e-07 4.248001e-07 8.434942e-07 1.412063e-06 2.000324e-06
[34,] 1.230781e-07 3.080518e-07 6.483217e-07 1.148854e-06 1.718285e-06
[35,] 7.978886e-08 2.130332e-07 4.782251e-07 9.033221e-07 1.437790e-06
[36,] 4.942510e-08 1.414108e-07 3.401474e-07 6.880769e-07 1.171321e-06
[37,] 2.940872e-08 9.037713e-08 2.333916e-07 5.064315e-07 9.234479e-07
[38,] 1.681141e-08 5.547884e-08 1.536970e-07 3.573343e-07 6.970559e-07
[39,] 9.182328e-09 3.246399e-08 9.622777e-08 2.390377e-07 4.974649e-07
[40,] 4.747273e-09 1.792093e-08 5.664426e-08 1.498511e-07 3.316949e-07
[41,] 2.298754e-09 9.234408e-09 3.102558e-08 8.715425e-08 2.046480e-07
[42,] 1.032638e-09 4.401869e-09 1.568021e-08 4.666524e-08 1.160068e-07
[43,] 4.271028e-10 1.927851e-09 7.267426e-09 2.287630e-08 6.012227e-08
[44,] 1.617600e-10 7.720073e-10 3.075834e-09 1.022941e-08 2.839546e-08
[45,] 5.589074e-11 2.817537e-10 1.185431e-09 4.162275e-09 1.219580e-08
[46,] 1.757386e-11 9.351831e-11 4.152694e-10 1.538680e-09 4.757047e-09
[47,] 5.020670e-12 2.819112e-11 1.320749e-10 5.162667e-10 1.683698e-09
[48,] 1.301918e-12 7.711564e-12 3.810917e-11 1.571222e-10 5.404563e-10
[49,] 3.062366e-13 1.913168e-12 9.971472e-12 4.335815e-11 1.572838e-10
[50,] 6.531428e-14 4.303256e-13 2.365292e-12 1.084596e-11 4.149015e-11
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 7.626168e-08 6.582028e-08 6.800986e-08 9.413048e-08 1.561204e-07
 [2,] 1.583295e-07 1.358154e-07 1.276700e-07 1.493551e-07 2.185098e-07
 [3,] 3.004432e-07 2.623815e-07 2.375094e-07 2.456997e-07 3.089685e-07
 [4,] 5.191935e-07 4.674062e-07 4.228071e-07 4.101401e-07 4.522926e-07
 [5,] 8.160248e-07 7.620735e-07 7.033049e-07 6.703281e-07 6.817942e-07
 [6,] 1.166849e-06 1.134036e-06 1.079319e-06 1.040551e-06 1.027000e-06
 [7,] 1.521063e-06 1.540807e-06 1.520578e-06 1.506419e-06 1.495080e-06
 [8,] 1.816505e-06 1.918317e-06 1.968036e-06 2.019219e-06 2.056497e-06
 [9,] 2.008269e-06 2.206884e-06 2.354788e-06 2.509883e-06 2.648415e-06
[10,] 2.098369e-06 2.384887e-06 2.640514e-06 2.922098e-06 3.202074e-06
[11,] 2.148378e-06 2.491320e-06 2.841488e-06 3.248972e-06 3.683911e-06
[12,] 2.263503e-06 2.620595e-06 3.035703e-06 3.549517e-06 4.125654e-06
[13,] 2.551116e-06 2.886777e-06 3.334345e-06 3.929124e-06 4.619437e-06
[14,] 3.070634e-06 3.371493e-06 3.830246e-06 4.489155e-06 5.273487e-06
[15,] 3.797210e-06 4.079298e-06 4.547792e-06 5.270386e-06 6.149580e-06
[16,] 4.616885e-06 4.921787e-06 5.418866e-06 6.219719e-06 7.216392e-06
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[28,] 9.171065e-09 4.572998e-09 2.009703e-09 7.508559e-10 2.354826e-10
[29,] 2.286130e-08 1.245953e-08 5.846264e-09 2.312646e-09 7.657891e-10
[30,] 5.286694e-08 3.101609e-08 1.545262e-08 6.460060e-09 2.257223e-09
[31,] 1.122975e-07 7.028482e-08 3.706536e-08 1.635931e-08 6.029732e-09
[32,] 2.178157e-07 1.446880e-07 8.062766e-08 3.754917e-08 1.459654e-08
[33,] 3.844728e-07 2.702743e-07 1.589969e-07 7.810710e-08 3.201944e-08
[34,] 6.164106e-07 4.578314e-07 2.841799e-07 1.472337e-07 6.364728e-08
[35,] 8.966868e-07 7.030466e-07 4.603092e-07 2.514979e-07 1.146419e-07
[36,] 1.182828e-06 9.784917e-07 6.756635e-07 3.892813e-07 1.871120e-07
[37,] 1.414397e-06 1.234181e-06 8.987130e-07 5.459963e-07 2.767278e-07
[38,] 1.532891e-06 1.410664e-06 1.083211e-06 6.939216e-07 3.708481e-07
[39,] 1.505565e-06 1.461091e-06 1.183047e-06 7.991420e-07 4.503301e-07
[40,] 1.340032e-06 1.371302e-06 1.170806e-06 8.339300e-07 4.955156e-07
[41,] 1.080819e-06 1.166237e-06 1.049932e-06 7.885458e-07 4.940545e-07
[42,] 7.899957e-07 8.987513e-07 8.531595e-07 6.756405e-07 4.463582e-07
[43,] 5.233292e-07 6.276182e-07 6.281917e-07 5.245608e-07 3.654125e-07
[44,] 3.142822e-07 3.971638e-07 4.191300e-07 3.690350e-07 2.710655e-07
[45,] 1.712176e-07 2.277717e-07 2.533991e-07 2.352510e-07 1.822034e-07
[46,] 8.475537e-08 1.184072e-07 1.388267e-07 1.358905e-07 1.109762e-07
[47,] 3.827223e-08 5.582558e-08 6.892587e-08 7.112862e-08 6.124848e-08
[48,] 1.591219e-08 2.390127e-08 3.101745e-08 3.373703e-08 3.063049e-08
[49,] 6.219071e-09 9.321581e-09 1.265679e-08 1.450106e-08 1.388061e-08
[50,] 2.380613e-09 3.336182e-09 4.687835e-09 5.649122e-09 5.699899e-09

> 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  
  1823.0171       0.0228  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7kgpf1226396233.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] 444.7681 449.0224 453.2768 457.5312 461.7855 466.0399 470.2943 474.5486
 [9] 478.8030 483.0573 487.3117 491.5661 495.8204 500.0748 504.3292 508.5835
[17] 512.8379 517.0923 521.3466 525.6010 529.8554 534.1097 538.3641 542.6185
[25] 546.8728 551.1272 555.3815 559.6359 563.8903 568.1446 572.3990 576.6534
[33] 580.9077 585.1621 589.4165 593.6708 597.9252 602.1796 606.4339 610.6883
[41] 614.9427 619.1970 623.4514 627.7057 631.9601 636.2145 640.4688 644.7232
[49] 648.9776 653.2319

$yords
 [1] 1396.422 1441.650 1486.877 1532.105 1577.333 1622.560 1667.788 1713.016
 [9] 1758.243 1803.471 1848.699 1893.926 1939.154 1984.382 2029.609 2074.837
[17] 2120.065 2165.292 2210.520 2255.748 2300.975 2346.203 2391.431 2436.658
[25] 2481.886 2527.114 2572.342 2617.569 2662.797 2708.025 2753.252 2798.480
[33] 2843.708 2888.935 2934.163 2979.391 3024.618 3069.846 3115.074 3160.301
[41] 3205.529 3250.757 3295.984 3341.212 3386.440 3431.667 3476.895 3522.123
[49] 3567.350 3612.578

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 7.439811e-08 8.438588e-08 8.389228e-08 7.652344e-08 7.026537e-08
 [2,] 1.973174e-07 2.301070e-07 2.345807e-07 2.179124e-07 1.999238e-07
 [3,] 4.857565e-07 5.825394e-07 6.093237e-07 5.775838e-07 5.340163e-07
 [4,] 1.109981e-06 1.369109e-06 1.470010e-06 1.423738e-06 1.332301e-06
 [5,] 2.354248e-06 2.987143e-06 3.293571e-06 3.262505e-06 3.098050e-06
 [6,] 4.634744e-06 6.050190e-06 6.852633e-06 6.948256e-06 6.707954e-06
 [7,] 8.469042e-06 1.137549e-05 1.323944e-05 1.375110e-05 1.351718e-05
 [8,] 1.436412e-05 1.985441e-05 2.375144e-05 2.528665e-05 2.534237e-05
 [9,] 2.261325e-05 3.216853e-05 3.956517e-05 4.320276e-05 4.419725e-05
[10,] 3.304423e-05 4.838419e-05 6.119937e-05 6.857935e-05 7.169591e-05
[11,] 4.482228e-05 6.756107e-05 8.790609e-05 1.011493e-04 1.081825e-04
[12,] 5.644035e-05 8.759003e-05 1.172704e-04 1.386415e-04 1.518666e-04
[13,] 6.598411e-05 1.054528e-04 1.453339e-04 1.766577e-04 1.984237e-04
[14,] 7.163771e-05 1.179368e-04 1.674002e-04 2.093900e-04 2.414912e-04
[15,] 7.225503e-05 1.225958e-04 1.793521e-04 2.311248e-04 2.741633e-04
[16,] 6.775086e-05 1.185666e-04 1.789874e-04 2.380307e-04 2.910593e-04
[17,] 5.912751e-05 1.068652e-04 1.667729e-04 2.294572e-04 2.901172e-04
[18,] 4.812324e-05 9.001570e-05 1.456485e-04 2.081140e-04 2.732524e-04
[19,] 3.664807e-05 7.118870e-05 1.199695e-04 1.790248e-04 2.455218e-04
[20,] 2.625551e-05 5.324475e-05 9.408482e-05 1.477522e-04 2.131779e-04
[21,] 1.784425e-05 3.807061e-05 7.117399e-05 1.187155e-04 1.815441e-04
[22,] 1.164422e-05 2.639702e-05 5.275108e-05 9.427902e-05 1.536582e-04
[23,] 7.407556e-06 1.803315e-05 3.886138e-05 7.481589e-05 1.301312e-04
[24,] 4.666515e-06 1.229657e-05 2.868641e-05 5.945639e-05 1.100034e-04
[25,] 2.943263e-06 8.410870e-06 2.118317e-05 4.699491e-05 9.194150e-05
[26,] 1.861891e-06 5.743110e-06 1.549929e-05 3.651909e-05 7.512472e-05
[27,] 1.172644e-06 3.871654e-06 1.110297e-05 2.760307e-05 5.950677e-05
[28,] 7.267725e-07 2.547695e-06 7.715892e-06 2.017017e-05 4.555319e-05
[29,] 4.387841e-07 1.624660e-06 5.182514e-06 1.424421e-05 3.378400e-05
[30,] 2.567681e-07 1.002666e-06 3.371238e-06 9.768279e-06 2.443461e-05
[31,] 1.457663e-07 6.012701e-07 2.137365e-06 6.554848e-06 1.736915e-05
[32,] 8.072149e-08 3.528597e-07 1.330845e-06 4.334005e-06 1.219671e-05
[33,] 4.391781e-08 2.040156e-07 8.179923e-07 2.830730e-06 8.454783e-06
[34,] 2.358998e-08 1.165015e-07 4.960265e-07 1.819432e-06 5.746055e-06
[35,] 1.250233e-08 6.546083e-08 2.947741e-07 1.140387e-06 3.787649e-06
[36,] 6.494420e-09 3.586779e-08 1.698640e-07 6.891321e-07 2.394005e-06
[37,] 3.271799e-09 1.894871e-08 9.384390e-08 3.971789e-07 1.436593e-06
[38,] 1.580486e-09 9.547873e-09 4.921662e-08 2.164270e-07 8.123355e-07
[39,] 7.248404e-10 4.548605e-09 2.431892e-08 1.107965e-07 4.305924e-07
[40,] 3.132159e-10 2.035718e-09 1.126184e-08 5.306030e-08 2.132318e-07
[41,] 1.268456e-10 8.521844e-10 4.870672e-09 2.370538e-08 9.844357e-08
[42,] 4.797251e-11 3.327325e-10 1.962990e-09 9.863419e-09 4.232195e-08
[43,] 1.690457e-11 1.209564e-10 7.362242e-10 3.818553e-09 1.693413e-08
[44,] 5.542308e-12 4.089428e-11 2.567610e-10 1.374890e-09 6.306238e-09
[45,] 1.689181e-12 1.285068e-11 8.323623e-11 4.603724e-10 2.186604e-09
[46,] 4.783471e-13 3.752183e-12 2.507987e-11 1.433970e-10 7.065412e-10
[47,] 1.258282e-13 1.017880e-12 7.024880e-12 4.157399e-11 2.130442e-10
[48,] 3.074280e-14 2.565700e-13 1.829925e-12 1.123017e-11 6.006709e-11
[49,] 6.976908e-15 6.010835e-14 4.436238e-13 2.830598e-12 1.587961e-11
[50,] 1.471009e-15 1.309465e-14 1.001951e-13 6.671304e-13 3.950562e-12
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 7.572202e-08 1.161976e-07 2.716865e-07 7.906265e-07 2.290928e-06
 [2,] 2.033559e-07 2.596256e-07 4.635753e-07 1.120781e-06 3.019476e-06
 [3,] 5.314983e-07 6.173588e-07 8.961908e-07 1.720458e-06 4.040119e-06
 [4,] 1.319073e-06 1.468378e-06 1.885350e-06 2.946167e-06 5.741819e-06
 [5,] 3.075692e-06 3.367297e-06 4.064325e-06 5.518024e-06 8.926980e-06
 [6,] 6.707463e-06 7.314420e-06 8.589287e-06 1.075758e-05 1.505950e-05
 [7,] 1.365324e-05 1.493018e-05 1.736770e-05 2.086988e-05 2.656216e-05
 [8,] 2.591477e-05 2.853339e-05 3.320255e-05 3.916498e-05 4.707764e-05
 [9,] 4.584257e-05 5.096671e-05 5.966880e-05 7.001547e-05 8.150237e-05
[10,] 7.555961e-05 8.501455e-05 1.005150e-04 1.182875e-04 1.355097e-04
[11,] 1.160339e-04 1.323782e-04 1.584902e-04 1.880584e-04 2.143005e-04
[12,] 1.660449e-04 1.924236e-04 2.337740e-04 2.807188e-04 3.205639e-04
[13,] 2.215200e-04 2.612087e-04 3.225559e-04 3.930092e-04 4.521078e-04
[14,] 2.757718e-04 3.314302e-04 4.165595e-04 5.159306e-04 6.001363e-04
[15,] 3.208900e-04 3.937147e-04 5.041678e-04 6.354758e-04 7.493442e-04
[16,] 3.499866e-04 4.390914e-04 5.731895e-04 7.355292e-04 8.805401e-04
[17,] 3.594313e-04 4.617819e-04 6.144232e-04 8.022338e-04 9.754082e-04
[18,] 3.500353e-04 4.610658e-04 6.245426e-04 8.281657e-04 1.021784e-03
[19,] 3.265494e-04 4.412696e-04 6.069226e-04 8.144493e-04 1.017227e-03
[20,] 2.956723e-04 4.098106e-04 5.699378e-04 7.697766e-04 9.692344e-04
[21,] 2.635317e-04 3.742265e-04 5.235293e-04 7.067896e-04 8.920222e-04
[22,] 2.338290e-04 3.396283e-04 4.757025e-04 6.375806e-04 8.014297e-04
[23,] 2.073961e-04 3.077037e-04 4.305511e-04 5.703811e-04 7.103297e-04
[24,] 1.831014e-04 2.774810e-04 3.884582e-04 5.086732e-04 6.263603e-04
[25,] 1.593676e-04 2.471228e-04 3.479089e-04 4.525411e-04 5.523509e-04
[26,] 1.354031e-04 2.156073e-04 3.076025e-04 4.009581e-04 4.883846e-04
[27,] 1.116058e-04 1.834461e-04 2.676615e-04 3.535080e-04 4.338604e-04
[28,] 8.917416e-05 1.523003e-04 2.295038e-04 3.107356e-04 3.883892e-04
[29,] 6.936726e-05 1.239987e-04 1.948200e-04 2.733527e-04 3.514148e-04
[30,] 5.291655e-05 9.966861e-05 1.645231e-04 2.412055e-04 3.213465e-04
[31,] 3.985158e-05 7.943290e-05 1.383502e-04 2.128767e-04 2.951944e-04
[32,] 2.969528e-05 6.268353e-05 1.152349e-04 1.862042e-04 2.692001e-04
[33,] 2.180259e-05 4.861074e-05 9.406597e-05 1.593286e-04 2.401730e-04
[34,] 1.562428e-05 3.662581e-05 7.430323e-05 1.315769e-04 2.067504e-04
[35,] 1.080172e-05 2.649317e-05 5.613118e-05 1.036853e-04 1.698608e-04
[36,] 7.125457e-06 1.821166e-05 4.018053e-05 7.732287e-05 1.321895e-04
[37,] 4.445737e-06 1.180682e-05 2.707969e-05 5.427709e-05 9.700666e-05
[38,] 2.607052e-06 7.182001e-06 1.711280e-05 3.575405e-05 6.698722e-05
[39,] 1.430921e-06 4.085953e-06 1.011747e-05 2.207478e-05 4.351659e-05
[40,] 7.331981e-07 2.170244e-06 5.591353e-06 1.277615e-05 2.662587e-05
[41,] 3.502238e-07 1.075439e-06 2.888991e-06 6.940794e-06 1.537969e-05
[42,] 1.558576e-07 4.972595e-07 1.397188e-06 3.547631e-06 8.413196e-06
[43,] 6.462342e-08 2.147238e-07 6.337568e-07 1.711555e-06 4.374430e-06
[44,] 2.498045e-08 8.673093e-08 2.704017e-07 7.824753e-07 2.169615e-06
[45,] 9.013238e-09 3.284754e-08 1.089279e-07 3.404285e-07 1.029443e-06
[46,] 3.041143e-09 1.170234e-08 4.161256e-08 1.415147e-07 4.680380e-07
[47,] 9.620590e-10 3.937805e-09 1.514600e-08 5.638062e-08 2.038897e-07
[48,] 2.863391e-10 1.257510e-09 5.275151e-09 2.156001e-08 8.495627e-08
[49,] 8.052971e-11 3.830153e-10 1.763628e-09 7.909490e-09 3.375673e-08
[50,] 2.150836e-11 1.117727e-10 5.667270e-10 2.777267e-09 1.274223e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 5.966242e-06 1.348385e-05 2.612876e-05 4.320546e-05 6.082630e-05
 [2,] 7.742070e-06 1.763357e-05 3.478770e-05 5.886484e-05 8.505455e-05
 [3,] 9.824392e-06 2.213108e-05 4.400988e-05 7.578153e-05 1.120254e-04
 [4,] 1.260062e-05 2.725326e-05 5.372926e-05 9.324598e-05 1.402343e-04
 [5,] 1.695315e-05 3.392178e-05 6.472920e-05 1.115492e-04 1.691189e-04
 [6,] 2.449846e-05 4.396079e-05 7.902568e-05 1.326533e-04 2.001343e-04
 [7,] 3.783329e-05 6.024844e-05 9.997077e-05 1.604099e-04 2.372994e-04
 [8,] 6.072982e-05 8.671178e-05 1.319737e-04 2.000809e-04 2.867410e-04
 [9,] 9.814553e-05 1.281144e-04 1.798537e-04 2.571659e-04 3.551223e-04
[10,] 1.558179e-04 1.895445e-04 2.479228e-04 3.358077e-04 4.473029e-04
[11,] 2.391816e-04 2.754680e-04 3.389125e-04 4.372076e-04 5.639545e-04
[12,] 3.515009e-04 3.882574e-04 4.528452e-04 5.584882e-04 6.999651e-04
[13,] 4.915117e-04 5.263481e-04 5.859865e-04 6.923190e-04 8.442854e-04
[14,] 6.514083e-04 6.825787e-04 7.301638e-04 8.274671e-04 9.814674e-04
[15,] 8.163546e-04 8.436290e-04 8.729117e-04 9.502868e-04 1.094645e-03
[16,] 9.664709e-04 9.914402e-04 9.989258e-04 1.047028e-03 1.169266e-03
[17,] 1.081292e-03 1.106857e-03 1.092962e-03 1.106646e-03 1.196624e-03
[18,] 1.145384e-03 1.174624e-03 1.143633e-03 1.123535e-03 1.176236e-03
[19,] 1.152900e-03 1.187897e-03 1.146833e-03 1.099378e-03 1.116380e-03
[20,] 1.109034e-03 1.150293e-03 1.107315e-03 1.043321e-03 1.032544e-03
[21,] 1.027694e-03 1.074448e-03 1.037479e-03 9.700516e-04 9.440784e-04
[22,] 9.265184e-04 9.776709e-04 9.536453e-04 8.961248e-04 8.698207e-04
[23,] 8.215656e-04 8.766491e-04 8.712518e-04 8.356147e-04 8.237604e-04
[24,] 7.238637e-04 7.834274e-04 8.008960e-04 7.965714e-04 8.118842e-04
[25,] 6.387830e-04 7.040141e-04 7.466814e-04 7.795472e-04 8.311163e-04
[26,] 5.676029e-04 6.394966e-04 7.071656e-04 7.786910e-04 8.707837e-04
[27,] 5.097230e-04 5.883940e-04 6.780242e-04 7.848984e-04 9.163064e-04
[28,] 4.640873e-04 5.486867e-04 6.549045e-04 7.896636e-04 9.539986e-04
[29,] 4.293013e-04 5.185659e-04 6.351003e-04 7.879900e-04 9.752653e-04
[30,] 4.029483e-04 4.959529e-04 6.174967e-04 7.791636e-04 9.785131e-04
[31,] 3.811055e-04 4.776401e-04 6.012541e-04 7.652600e-04 9.679789e-04
[32,] 3.588036e-04 4.590527e-04 5.843781e-04 7.484250e-04 9.501353e-04
[33,] 3.314198e-04 4.351108e-04 5.632774e-04 7.285799e-04 9.295671e-04
[34,] 2.962966e-04 4.018612e-04 5.336949e-04 7.028500e-04 9.064327e-04
[35,] 2.536885e-04 3.579872e-04 4.924749e-04 6.669089e-04 8.766360e-04
[36,] 2.065372e-04 3.053510e-04 4.391096e-04 6.173054e-04 8.342700e-04
[37,] 1.592428e-04 2.482938e-04 3.761978e-04 5.533922e-04 7.747717e-04
[38,] 1.160918e-04 1.921010e-04 3.086422e-04 4.779134e-04 6.971628e-04
[39,] 8.004898e-05 1.413974e-04 2.420997e-04 3.961897e-04 6.045745e-04
[40,] 5.229269e-05 9.911567e-05 1.814632e-04 3.145333e-04 5.032582e-04
[41,] 3.244471e-05 6.626207e-05 1.299368e-04 2.386918e-04 4.008469e-04
[42,] 1.917269e-05 4.230149e-05 8.883959e-05 1.728270e-04 3.046261e-04
[43,] 1.081809e-05 2.580149e-05 5.793295e-05 1.191409e-04 2.202540e-04
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[24,] 4.134307e-04 4.248321e-04 4.355422e-04 4.337593e-04 4.151010e-04
[25,] 4.908250e-04 5.290775e-04 5.526730e-04 5.475631e-04 5.121044e-04
[26,] 5.742833e-04 6.419325e-04 6.822374e-04 6.763430e-04 6.231857e-04
[27,] 6.591442e-04 7.542671e-04 8.131931e-04 8.103301e-04 7.422760e-04
[28,] 7.401652e-04 8.558212e-04 9.318214e-04 9.354051e-04 8.581777e-04
[29,] 8.121277e-04 9.370118e-04 1.024292e-03 1.035513e-03 9.559036e-04
[30,] 8.705196e-04 9.908793e-04 1.079889e-03 1.096544e-03 1.020164e-03
[31,] 9.119610e-04 1.014381e-03 1.093662e-03 1.110251e-03 1.039809e-03
[32,] 9.342134e-04 1.008461e-03 1.067369e-03 1.076565e-03 1.011374e-03
[33,] 9.359522e-04 9.769098e-04 1.008268e-03 1.003235e-03 9.401315e-04
[34,] 9.166956e-04 9.246889e-04 9.263515e-04 9.029847e-04 8.381888e-04
[35,] 8.771559e-04 8.566137e-04 8.313592e-04 7.895022e-04 7.205519e-04
[36,] 8.198410e-04 7.769729e-04 7.308618e-04 6.740463e-04 6.009369e-04
[37,] 7.493555e-04 6.899195e-04 6.299442e-04 5.638836e-04 4.890013e-04
[38,] 6.718939e-04 5.999500e-04 5.320389e-04 4.626631e-04 3.897160e-04
[39,] 5.939201e-04 5.118385e-04 4.399362e-04 3.718564e-04 3.044555e-04
[40,] 5.206015e-04 4.299290e-04 3.562173e-04 2.921330e-04 2.327186e-04
[41,] 4.547594e-04 3.572396e-04 2.829989e-04 2.239963e-04 1.734779e-04
[42,] 3.967702e-04 2.949627e-04 2.214200e-04 1.677057e-04 1.257474e-04
[43,] 3.452927e-04 2.426255e-04 1.713722e-04 1.229398e-04 8.854173e-05
[44,] 2.983327e-04 1.987403e-04 1.316804e-04 8.863769e-05 6.065916e-05
[45,] 2.541599e-04 1.615539e-04 1.005899e-04 6.315955e-05 4.060253e-05
[46,] 2.118389e-04 1.295838e-04 7.627582e-05 4.464014e-05 2.670660e-05
[47,] 1.713700e-04 1.018477e-04 5.717751e-05 3.132880e-05 1.736190e-05
[48,] 1.335313e-04 7.785140e-05 4.211723e-05 2.178934e-05 1.120026e-05
[49,] 9.952063e-05 5.744492e-05 3.027023e-05 1.494880e-05 7.176508e-06
[50,] 7.050873e-05 4.062809e-05 2.106884e-05 1.005044e-05 4.555505e-06
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 5.256502e-07 2.062451e-07 6.910060e-08 1.970590e-08 4.775731e-09
 [2,] 1.231572e-06 4.975083e-07 1.716125e-07 5.038886e-08 1.257398e-08
 [3,] 2.679692e-06 1.114242e-06 3.956562e-07 1.196017e-07 3.072893e-08
 [4,] 5.415412e-06 2.317187e-06 8.468663e-07 2.635256e-07 6.970722e-08
 [5,] 1.016661e-05 4.475028e-06 1.682965e-06 5.390354e-07 1.467864e-07
 [6,] 1.773442e-05 8.026985e-06 3.105629e-06 1.023675e-06 2.869524e-07
 [7,] 2.875293e-05 1.337597e-05 5.322471e-06 1.805200e-06 5.208585e-07
 [8,] 4.334557e-05 2.071341e-05 8.473994e-06 2.956849e-06 8.781210e-07
 [9,] 6.079236e-05 2.982273e-05 1.253971e-05 4.501023e-06 1.375944e-06
[10,] 7.938986e-05 3.995565e-05 1.726292e-05 6.374614e-06 2.006639e-06
[11,] 9.667141e-05 4.989006e-05 2.214976e-05 8.419138e-06 2.731946e-06
[12,] 1.100315e-04 5.823053e-05 2.658854e-05 1.042046e-05 3.494717e-06
[13,] 1.176030e-04 6.390974e-05 3.009308e-05 1.221076e-05 4.256692e-06
[14,] 1.190744e-04 6.673523e-05 3.261339e-05 1.382043e-05 5.063496e-06
[15,] 1.161057e-04 6.776480e-05 3.480486e-05 1.563788e-05 6.125170e-06
[16,] 1.121314e-04 6.932145e-05 3.812951e-05 1.851116e-05 7.885341e-06
[17,] 1.115684e-04 7.456661e-05 4.468868e-05 2.371718e-05 1.103845e-05
[18,] 1.186702e-04 8.669901e-05 5.675516e-05 3.274015e-05 1.644961e-05
[19,] 1.364157e-04 1.079980e-04 7.607888e-05 4.685291e-05 2.494763e-05
[20,] 1.658500e-04 1.390494e-04 1.031705e-04 6.658757e-05 3.700947e-05
[21,] 2.061847e-04 1.785218e-04 1.368744e-04 9.129263e-05 5.243016e-05
[22,] 2.556809e-04 2.237238e-04 1.745352e-04 1.190352e-04 7.014079e-05
[23,] 3.129354e-04 2.718321e-04 2.128621e-04 1.470343e-04 8.833868e-05
[24,] 3.778400e-04 3.212486e-04 2.492189e-04 1.725756e-04 1.049830e-04
[25,] 4.514643e-04 3.722880e-04 2.827204e-04 1.940464e-04 1.185095e-04
[26,] 5.345816e-04 4.265859e-04 3.144460e-04 2.115488e-04 1.284370e-04
[27,] 6.253746e-04 4.852704e-04 3.464601e-04 2.266652e-04 1.355165e-04
[28,] 7.175571e-04 5.467513e-04 3.800016e-04 2.413781e-04 1.412697e-04
[29,] 8.002252e-04 6.054102e-04 4.137801e-04 2.566446e-04 1.470935e-04
[30,] 8.600295e-04 6.521784e-04 4.433959e-04 2.713916e-04 1.533759e-04
[31,] 8.850620e-04 6.770569e-04 4.623662e-04 2.825194e-04 1.590948e-04
[32,] 8.688537e-04 6.725691e-04 4.643969e-04 2.859828e-04 1.621320e-04
[33,] 8.126916e-04 6.365884e-04 4.458570e-04 2.784438e-04 1.601560e-04
[34,] 7.252176e-04 5.732549e-04 4.073079e-04 2.587081e-04 1.516445e-04
[35,] 6.195701e-04 4.916366e-04 3.534329e-04 2.282967e-04 1.365652e-04
[36,] 5.094298e-04 4.028534e-04 2.915047e-04 1.909619e-04 1.164354e-04
[37,] 4.056629e-04 3.169859e-04 2.291727e-04 1.514613e-04 9.379729e-05
[38,] 3.147010e-04 2.409748e-04 1.725265e-04 1.141784e-04 7.139934e-05
[39,] 2.387901e-04 1.780427e-04 1.250925e-04 8.214123e-05 5.145396e-05
[40,] 1.773896e-04 1.283934e-04 8.787192e-05 5.669666e-05 3.522825e-05
[41,] 1.287394e-04 9.048798e-05 6.007735e-05 3.776578e-05 2.302706e-05
[42,] 9.091590e-05 6.220706e-05 4.005616e-05 2.439926e-05 1.445313e-05
[43,] 6.222653e-05 4.154205e-05 2.601363e-05 1.533438e-05 8.760401e-06
[44,] 4.118078e-05 2.682310e-05 1.639311e-05 9.374442e-06 5.149801e-06
[45,] 2.635957e-05 1.668764e-05 9.975389e-06 5.558512e-06 2.941174e-06
[46,] 1.637360e-05 9.992826e-06 5.836332e-06 3.181987e-06 1.629923e-06
[47,] 9.927752e-06 5.770992e-06 3.275402e-06 1.750206e-06 8.732110e-07
[48,] 5.918090e-06 3.230514e-06 1.763934e-06 9.217450e-07 4.500708e-07
[49,] 3.491888e-06 1.766061e-06 9.148428e-07 4.642452e-07 2.221932e-07
[50,] 2.048125e-06 9.509787e-07 4.599938e-07 2.240082e-07 1.047773e-07
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 9.828184e-10 1.716829e-10 2.545159e-11 3.201787e-12 3.417728e-13
 [2,] 2.664526e-09 4.792942e-10 7.316934e-11 9.478785e-12 1.041955e-12
 [3,] 6.704948e-09 1.241935e-09 1.952366e-10 2.604537e-11 2.948358e-12
 [4,] 1.566070e-08 2.986953e-09 4.835311e-10 6.642656e-11 7.743746e-12
 [5,] 3.395380e-08 6.668277e-09 1.111593e-09 1.572610e-10 1.888023e-11
 [6,] 6.833885e-08 1.381982e-08 2.372387e-09 3.456578e-10 4.274162e-11
 [7,] 1.277114e-07 2.659469e-08 4.701891e-09 7.056467e-10 8.988948e-11
 [8,] 2.216890e-07 4.754542e-08 8.659496e-09 1.339133e-09 1.758275e-10
 [9,] 3.577476e-07 7.905354e-08 1.484151e-08 2.366992e-09 3.207060e-10
[10,] 5.376777e-07 1.225412e-07 2.374769e-08 3.913413e-09 5.485562e-10
[11,] 7.556272e-07 1.780221e-07 3.572199e-08 6.107476e-09 8.904420e-10
[12,] 1.001420e-06 2.450839e-07 5.124750e-08 9.165064e-09 1.404123e-09
[13,] 1.273253e-06 3.268122e-07 7.205555e-08 1.367012e-08 2.236773e-09
[14,] 1.602340e-06 4.381134e-07 1.036193e-07 2.123148e-08 3.776080e-09
[15,] 2.087939e-06 6.189354e-07 1.594821e-07 3.570996e-08 6.952825e-09
[16,] 2.934342e-06 9.505626e-07 2.672853e-07 6.511657e-08 1.376245e-08
[17,] 4.472649e-06 1.569308e-06 4.751043e-07 1.239999e-07 2.805623e-08
[18,] 7.142631e-06 2.667400e-06 8.549049e-07 2.356853e-07 5.664927e-08
[19,] 1.141080e-05 4.468630e-06 1.498554e-06 4.334173e-07 1.109637e-07
[20,] 1.761878e-05 7.171054e-06 2.502819e-06 7.600357e-07 2.101385e-07
[21,] 2.579463e-05 1.086460e-05 3.945278e-06 1.268274e-06 3.883205e-07
[22,] 3.550665e-05 1.545492e-05 5.863095e-06 2.028393e-06 7.119498e-07
[23,] 4.586139e-05 2.064328e-05 8.256331e-06 3.154722e-06 1.316252e-06
[24,] 5.571282e-05 2.600592e-05 1.113740e-05 4.862509e-06 2.470349e-06
[25,] 6.404816e-05 3.117386e-05 1.462890e-05 7.554152e-06 4.671193e-06
[26,] 7.039470e-05 3.604601e-05 1.907325e-05 1.190529e-05 8.742071e-06
[27,] 7.502937e-05 4.091521e-05 2.507665e-05 1.888381e-05 1.587319e-05
[28,] 7.883395e-05 4.639219e-05 3.339845e-05 2.961280e-05 2.750833e-05
[29,] 8.281403e-05 5.309847e-05 4.464378e-05 4.501523e-05 4.498788e-05
[30,] 8.749616e-05 6.123243e-05 5.882355e-05 6.527610e-05 6.894211e-05
[31,] 9.251300e-05 7.021937e-05 7.496578e-05 8.930147e-05 9.858659e-05
[32,] 9.661111e-05 7.866071e-05 9.101668e-05 1.144651e-04 1.312382e-04
[33,] 9.810414e-05 8.467391e-05 1.041929e-04 1.369078e-04 1.624169e-04
[34,] 9.556439e-05 8.651790e-05 1.117436e-04 1.524448e-04 1.867275e-04
[35,] 8.842739e-05 8.323740e-05 1.118476e-04 1.578185e-04 1.993489e-04
[36,] 7.723913e-05 7.503338e-05 1.042580e-04 1.517920e-04 1.975830e-04
[37,] 6.346365e-05 6.319776e-05 9.039564e-05 1.355850e-04 1.817866e-04
[38,] 4.897899e-05 4.966380e-05 7.285514e-05 1.124479e-04 1.552462e-04
[39,] 3.550876e-05 3.639532e-05 5.456484e-05 8.658018e-05 1.230584e-04
[40,] 2.421837e-05 2.487687e-05 3.797213e-05 6.188566e-05 9.053670e-05
[41,] 1.558374e-05 1.587266e-05 2.455553e-05 4.106390e-05 6.182400e-05
[42,] 9.500647e-06 9.468554e-06 1.475947e-05 2.529513e-05 3.918393e-05
[43,] 5.518088e-06 5.293849e-06 8.249417e-06 1.446578e-05 2.305043e-05
[44,] 3.072918e-06 2.784141e-06 4.290665e-06 7.680939e-06 1.258561e-05
[45,] 1.651143e-06 1.384284e-06 2.079090e-06 3.787207e-06 6.378236e-06
[46,] 8.602516e-07 6.549169e-07 9.402283e-07 1.734439e-06 3.000341e-06
[47,] 4.355591e-07 2.970729e-07 3.978782e-07 7.380677e-07 1.310094e-06
[48,] 2.141044e-07 1.301958e-07 1.581602e-07 2.920008e-07 5.310386e-07
[49,] 1.018086e-07 5.547580e-08 5.937771e-08 1.075024e-07 1.998430e-07
[50,] 4.660247e-08 2.305611e-08 2.120500e-08 3.688153e-08 6.983353e-08
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 3.095542e-14 2.378932e-15 1.551216e-16 8.582292e-18 4.028813e-19
 [2,] 9.718598e-14 7.691437e-15 5.164873e-16 2.942766e-17 1.422653e-18
 [3,] 2.832006e-13 2.308145e-14 1.596196e-15 9.366139e-17 4.663274e-18
 [4,] 7.660109e-13 6.429607e-14 4.579312e-15 2.767466e-16 1.419189e-17
 [5,] 1.923475e-12 1.662847e-13 1.219859e-14 7.593927e-16 4.011855e-17
 [6,] 4.485233e-12 3.994373e-13 3.018972e-14 1.936614e-15 1.054528e-16
 [7,] 9.719260e-12 8.920300e-13 6.950148e-14 4.597819e-15 2.583513e-16
 [8,] 1.960233e-11 1.855884e-12 1.492562e-13 1.020128e-14 5.931731e-16
 [9,] 3.692367e-11 3.613757e-12 3.008530e-13 2.133232e-14 1.292588e-15
[10,] 6.544363e-11 6.651071e-12 5.767382e-13 4.281985e-14 2.750959e-15
[11,] 1.108448e-10 1.180435e-11 1.079429e-12 8.557630e-14 6.068803e-15
[12,] 1.847079e-10 2.094108e-11 2.063286e-12 1.810948e-13 1.527822e-14
[13,] 3.166897e-10 3.904387e-11 4.266282e-12 4.362895e-13 4.770275e-14
[14,] 5.850465e-10 7.982035e-11 9.935698e-12 1.243032e-12 1.825251e-13
[15,] 1.183198e-09 1.797109e-10 2.599328e-11 4.095889e-12 7.847002e-13
[16,] 2.552181e-09 4.324260e-10 7.414974e-11 1.480497e-11 3.495499e-12
[17,] 5.636391e-09 1.078027e-09 2.243345e-10 5.583427e-11 1.535625e-11
[18,] 1.240409e-08 2.747970e-09 7.052990e-10 2.113411e-10 6.475434e-11
[19,] 2.703132e-08 7.161435e-09 2.257126e-09 7.804167e-10 2.582215e-10
[20,] 5.882705e-08 1.906352e-08 7.182516e-09 2.756970e-09 9.657133e-10
[21,] 1.294592e-07 5.128635e-08 2.222619e-08 9.201076e-09 3.371452e-09
[22,] 2.896106e-07 1.368086e-07 6.572635e-08 2.878956e-08 1.095908e-08
[23,] 6.533584e-07 3.544838e-07 1.835434e-07 8.408000e-08 3.312042e-08
[24,] 1.459915e-06 8.772925e-07 4.804550e-07 2.286210e-07 9.299025e-08
[25,] 3.166701e-06 2.049783e-06 1.173794e-06 5.779531e-07 2.424425e-07
[26,] 6.558350e-06 4.488795e-06 2.669800e-06 1.357324e-06 5.868220e-07
[27,] 1.282054e-05 9.173737e-06 5.645592e-06 2.960068e-06 1.318477e-06
[28,] 2.348686e-05 1.745398e-05 1.109046e-05 5.993003e-06 2.749646e-06
[29,] 4.015231e-05 3.087291e-05 2.023085e-05 1.126303e-05 5.322321e-06
[30,] 6.390179e-05 5.073004e-05 3.426112e-05 1.964730e-05 9.561729e-06
[31,] 9.454613e-05 7.740608e-05 5.385876e-05 3.181053e-05 1.594328e-05
[32,] 1.299500e-04 1.096496e-04 7.858650e-05 4.780240e-05 2.467299e-05
[33,] 1.658556e-04 1.441802e-04 1.064289e-04 6.667059e-05 3.543786e-05
[34,] 1.965199e-04 1.759709e-04 1.337771e-04 8.630220e-05 4.724043e-05
[35,] 2.161479e-04 1.993409e-04 1.560665e-04 1.036838e-04 5.844673e-05
[36,] 2.206650e-04 2.095863e-04 1.689822e-04 1.156114e-04 6.711299e-05
[37,] 2.090921e-04 2.045199e-04 1.698140e-04 1.196438e-04 7.152416e-05
[38,] 1.838885e-04 1.852301e-04 1.583823e-04 1.149159e-04 7.074546e-05
[39,] 1.500995e-04 1.557002e-04 1.371009e-04 1.024400e-04 6.494475e-05
[40,] 1.137128e-04 1.214697e-04 1.101473e-04 8.475373e-05 5.533362e-05
[41,] 7.995454e-05 8.795236e-05 8.213101e-05 6.508003e-05 4.375562e-05
[42,] 5.217714e-05 5.910542e-05 5.683820e-05 4.638059e-05 3.211280e-05
[43,] 3.160243e-05 3.686442e-05 3.650675e-05 3.067782e-05 2.187369e-05
[44,] 1.776497e-05 2.133968e-05 2.176235e-05 1.883268e-05 1.382820e-05
[45,] 9.268562e-06 1.146485e-05 1.204032e-05 1.073000e-05 8.113507e-06
[46,] 4.488138e-06 5.716759e-06 6.182588e-06 5.673966e-06 4.418262e-06
[47,] 2.017100e-06 2.645646e-06 2.946470e-06 2.784667e-06 2.233025e-06
[48,] 8.413947e-07 1.136357e-06 1.303268e-06 1.268409e-06 1.047455e-06
[49,] 3.257533e-07 4.530015e-07 5.350142e-07 5.362230e-07 4.560129e-07
[50,] 1.170583e-07 1.676050e-07 2.038434e-07 2.103928e-07 1.842545e-07

> 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  
   1127.605        2.206  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1wz2w1226396233.ps tmp/1wz2w1226396233.png")
> system("convert tmp/27nlp1226396233.ps tmp/27nlp1226396233.png")
> system("convert tmp/38o1l1226396233.ps tmp/38o1l1226396233.png")
> system("convert tmp/4p5141226396233.ps tmp/4p5141226396233.png")
> system("convert tmp/5rb5c1226396233.ps tmp/5rb5c1226396233.png")
> system("convert tmp/6a2l31226396233.ps tmp/6a2l31226396233.png")
> system("convert tmp/7kgpf1226396233.ps tmp/7kgpf1226396233.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.284   1.332   3.037