R version 2.8.1 (2008-12-22)
Copyright (C) 2008 The R Foundation for Statistical Computing
ISBN 3-900051-07-0

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Type 'license()' or 'licence()' for distribution details.

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Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

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

> z <- c(1178,2141,2238,2685,4341,5376,4478,6404,4617,3024,1897,2075,1351,2211,2453,3042,4765,4992,4601,6266,4812,3159,1916,2237,1595,2453,2226,3597,4706,4974,5756,5493,5004,3225,2006,2291,1588,2105,2191,3591,4668,4885,5822,5599,5340,3082,2010,2301,1514,1979,2480,3499,4676,5585,5610,5796,6199,3030,1930,2552)
> y <- c(476049,474605,470439,461251,454724,455626,516847,525192,522975,518585,509239,512238,519164,517009,509933,509127,500857,506971,569323,579714,577992,565464,547344,554788,562325,560854,555332,543599,536662,542722,593530,610763,612613,611324,594167,595454,590865,589379,584428,573100,567456,569028,620735,628884,628232,612117,595404,597141,593408,590072,579799,574205,572775,572942,619567,625809,619916,587625,565742,557274)
> x <- c(2529,2196,3202,2718,2728,2354,2697,2651,2067,2641,2539,2294,2712,2314,3092,2677,2813,2668,2939,2617,2231,2481,2421,2408,2560,2100,3315,2801,2403,3024,2507,2980,2211,2471,2594,2452,2232,2373,3127,2802,2641,2787,2619,2806,2193,2323,2529,2412,2262,2154,3230,2295,2715,2733,2317,2730,1913,2390,2484,1960)
> par7 = 'Huwelijken'
> par6 = 'Totale werkloosheid'
> par5 = 'Echtscheidingen'
> par4 = 'Y'
> par3 = 'Y'
> par2 = '50'
> par1 = '50'
> #'GNU S' R Code compiled by R2WASP v. 1.0.44 ()
> #Author: Prof. Dr. P. Wessa
> #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/
> #Source of accompanying publication: Office for Research, Development, and Education
> #Technical description: Write here your technical program description (don't use hard returns!)
> x <- array(x,dim=c(length(x),1))
> colnames(x) <- par5
> y <- array(y,dim=c(length(y),1))
> colnames(y) <- par6
> z <- array(z,dim=c(length(z),1))
> colnames(z) <- par7
> d <- data.frame(cbind(z,y,x))
> colnames(d) <- list(par7,par6,par5)
> par1 <- as.numeric(par1)
> par2 <- as.numeric(par2)
> if (par1>500) par1 <- 500
> if (par2>500) par2 <- 500
> if (par1<10) par1 <- 10
> if (par2<10) par2 <- 10
> library(GenKern)
Loading required package: KernSmooth
KernSmooth 2.22 installed
Copyright M. P. Wand 1997
> library(lattice)
> panel.hist <- function(x, ...)
+ {
+ usr <- par('usr'); on.exit(par(usr))
+ par(usr = c(usr[1:2], 0, 1.5) )
+ h <- hist(x, plot = FALSE)
+ breaks <- h$breaks; nB <- length(breaks)
+ y <- h$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/11yjl1257344793.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/2xp451257344793.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3top11257344793.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4vwq21257344793.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/57kx01257344793.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
   627740.4        -27.2  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6go951257344793.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] 425686.8 430426.2 435165.7 439905.2 444644.7 449384.2 454123.6 458863.1
 [9] 463602.6 468342.1 473081.6 477821.0 482560.5 487300.0 492039.5 496779.0
[17] 501518.4 506257.9 510997.4 515736.9 520476.3 525215.8 529955.3 534694.8
[25] 539434.3 544173.7 548913.2 553652.7 558392.2 563131.7 567871.1 572610.6
[33] 577350.1 582089.6 586829.0 591568.5 596308.0 601047.5 605787.0 610526.4
[41] 615265.9 620005.4 624744.9 629484.4 634223.8 638963.3 643702.8 648442.3
[49] 653181.8 657921.2

$yords
 [1]  510.5044  644.4022  778.2999  912.1977 1046.0955 1179.9933 1313.8911
 [8] 1447.7888 1581.6866 1715.5844 1849.4822 1983.3800 2117.2777 2251.1755
[15] 2385.0733 2518.9711 2652.8689 2786.7666 2920.6644 3054.5622 3188.4600
[22] 3322.3578 3456.2555 3590.1533 3724.0511 3857.9489 3991.8467 4125.7445
[29] 4259.6422 4393.5400 4527.4378 4661.3356 4795.2334 4929.1311 5063.0289
[36] 5196.9267 5330.8245 5464.7223 5598.6200 5732.5178 5866.4156 6000.3134
[43] 6134.2112 6268.1089 6402.0067 6535.9045 6669.8023 6803.7001 6937.5978
[50] 7071.4956

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.078359e-09 1.398034e-09 1.685216e-09 1.929033e-09 2.169054e-09
 [2,] 1.866298e-09 2.454995e-09 2.991871e-09 3.439829e-09 3.845652e-09
 [3,] 3.034142e-09 4.052274e-09 4.999037e-09 5.785646e-09 6.452331e-09
 [4,] 4.633940e-09 6.287029e-09 7.859485e-09 9.174360e-09 1.023740e-08
 [5,] 6.649625e-09 9.169242e-09 1.162656e-08 1.371193e-08 1.535245e-08
 [6,] 8.968640e-09 1.257453e-08 1.618621e-08 1.931683e-08 2.175760e-08
 [7,] 1.137665e-08 1.622490e-08 2.121826e-08 2.566095e-08 2.914844e-08
 [8,] 1.358752e-08 1.971855e-08 2.621812e-08 3.217655e-08 3.694794e-08
 [9,] 1.530797e-08 2.261388e-08 3.059284e-08 3.815308e-08 4.439421e-08
[10,] 1.631903e-08 2.454798e-08 3.381372e-08 4.291165e-08 5.071904e-08
[11,] 1.654402e-08 2.534739e-08 3.557434e-08 4.600288e-08 5.536526e-08
[12,] 1.607329e-08 2.508426e-08 3.588897e-08 4.734876e-08 5.815803e-08
[13,] 1.513183e-08 2.404882e-08 3.508281e-08 4.726097e-08 5.935004e-08
[14,] 1.400058e-08 2.264469e-08 3.367017e-08 4.631705e-08 5.950879e-08
[15,] 1.292304e-08 2.124853e-08 3.216769e-08 4.514011e-08 5.928550e-08
[16,] 1.203505e-08 2.009185e-08 3.092016e-08 4.417464e-08 5.916367e-08
[17,] 1.134403e-08 1.921177e-08 3.001106e-08 4.355381e-08 5.929785e-08
[18,] 1.076048e-08 1.848476e-08 2.928906e-08 4.311049e-08 5.951090e-08
[19,] 1.016217e-08 1.772007e-08 2.848879e-08 4.251693e-08 5.944306e-08
[20,] 9.459737e-09 1.676613e-08 2.738416e-08 4.148080e-08 5.877545e-08
[21,] 8.636351e-09 1.558342e-08 2.590445e-08 3.990576e-08 5.742134e-08
[22,] 7.749974e-09 1.425848e-08 2.416854e-08 3.795003e-08 5.560096e-08
[23,] 6.904687e-09 1.296377e-08 2.243527e-08 3.597054e-08 5.377803e-08
[24,] 6.209719e-09 1.189068e-08 2.100547e-08 3.439351e-08 5.250221e-08
[25,] 5.745649e-09 1.118909e-08 2.012596e-08 3.357923e-08 5.223943e-08
[26,] 5.548761e-09 1.093543e-08 1.993351e-08 3.373730e-08 5.326289e-08
[27,] 5.612767e-09 1.113150e-08 2.044724e-08 3.491035e-08 5.563157e-08
[28,] 5.898918e-09 1.172038e-08 2.159104e-08 3.700320e-08 5.922797e-08
[29,] 6.344789e-09 1.260149e-08 2.321678e-08 3.981491e-08 6.379805e-08
[30,] 6.867796e-09 1.363580e-08 2.511072e-08 4.304390e-08 6.894952e-08
[31,] 7.366946e-09 1.464590e-08 2.698835e-08 4.627127e-08 7.411297e-08
[32,] 7.730072e-09 1.542484e-08 2.850126e-08 4.895858e-08 7.851892e-08
[33,] 7.851147e-09 1.576465e-08 2.927898e-08 5.050162e-08 8.125771e-08
[34,] 7.655032e-09 1.550309e-08 2.900812e-08 5.035249e-08 8.145210e-08
[35,] 7.120215e-09 1.457207e-08 2.752430e-08 4.817662e-08 7.850242e-08
[36,] 6.288562e-09 1.302551e-08 2.487607e-08 4.397866e-08 7.230626e-08
[37,] 5.256110e-09 1.103121e-08 2.132778e-08 3.813467e-08 6.334747e-08
[38,] 4.147642e-09 8.827716e-09 1.729495e-08 3.130789e-08 5.260229e-08
[39,] 3.084913e-09 6.662769e-09 1.323687e-08 2.427850e-08 4.129329e-08
[40,] 2.160193e-09 4.736681e-09 9.547694e-09 1.775416e-08 3.058793e-08
[41,] 1.423013e-09 3.168937e-09 6.483508e-09 1.222869e-08 2.135240e-08
[42,] 8.813684e-10 1.993894e-09 4.141981e-09 7.926931e-09 1.403358e-08
[43,] 5.130714e-10 1.179377e-09 2.488149e-09 4.833119e-09 8.678255e-09
[44,] 2.806460e-10 6.555947e-10 1.404959e-09 2.770592e-09 5.047067e-09
[45,] 1.442193e-10 3.424208e-10 7.455285e-10 1.492852e-09 2.759598e-09
[46,] 6.961729e-11 1.680206e-10 3.717086e-10 7.559127e-10 1.418242e-09
[47,] 3.156464e-11 7.744558e-11 1.741101e-10 3.596443e-10 6.849789e-10
[48,] 1.344145e-11 3.352961e-11 7.661056e-11 1.607584e-10 3.108639e-10
[49,] 5.375658e-12 1.363429e-11 3.166399e-11 6.750511e-11 1.325520e-10
[50,] 2.019018e-12 5.207016e-12 1.229226e-11 2.662771e-11 5.309969e-11
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.497412e-09 3.032320e-09 3.871565e-09 5.047452e-09 6.503972e-09
 [2,] 4.352042e-09 5.158215e-09 6.439476e-09 8.263094e-09 1.054212e-08
 [3,] 7.202168e-09 8.349516e-09 1.019150e-08 1.286125e-08 1.623861e-08
 [4,] 1.131109e-08 1.285795e-08 1.535137e-08 1.903758e-08 2.377370e-08
 [5,] 1.685035e-08 1.883733e-08 2.201908e-08 2.681711e-08 3.309665e-08
 [6,] 2.380698e-08 2.626163e-08 3.010184e-08 3.599255e-08 4.386134e-08
 [7,] 3.190947e-08 3.486569e-08 3.928130e-08 4.612049e-08 5.544435e-08
 [8,] 4.061409e-08 4.414385e-08 4.904495e-08 5.660010e-08 6.707320e-08
 [9,] 4.918262e-08 5.342986e-08 5.879141e-08 6.682886e-08 7.804778e-08
[10,] 5.684999e-08 6.205131e-08 6.798659e-08 7.638851e-08 8.798435e-08
[11,] 6.303464e-08 6.951219e-08 7.631543e-08 8.518435e-08 9.697421e-08
[12,] 6.751025e-08 7.563053e-08 8.376011e-08 9.346111e-08 1.055594e-07
[13,] 7.045863e-08 8.056316e-08 9.055613e-08 1.016625e-07 1.144949e-07
[14,] 7.236817e-08 8.469423e-08 9.703075e-08 1.101750e-07 1.243688e-07
[15,] 7.381295e-08 8.842935e-08 1.033910e-07 1.190658e-07 1.352430e-07
[16,] 7.520872e-08 9.199001e-08 1.095660e-07 1.279509e-07 1.464980e-07
[17,] 7.665748e-08 9.530998e-08 1.151937e-07 1.360827e-07 1.569950e-07
[18,] 7.795205e-08 9.808911e-08 1.197762e-07 1.426482e-07 1.655250e-07
[19,] 7.873448e-08 9.998178e-08 1.229419e-07 1.471584e-07 1.713668e-07
[20,] 7.872816e-08 1.008284e-07 1.246910e-07 1.497505e-07 1.747009e-07
[21,] 7.793056e-08 1.008163e-07 1.255041e-07 1.512537e-07 1.766762e-07
[22,] 7.667796e-08 1.004908e-07 1.262545e-07 1.529750e-07 1.790791e-07
[23,] 7.555972e-08 1.006135e-07 1.279592e-07 1.562932e-07 1.837415e-07
[24,] 7.523319e-08 1.019376e-07 1.314825e-07 1.622392e-07 1.919471e-07
[25,] 7.623196e-08 1.050056e-07 1.373217e-07 1.712448e-07 2.040937e-07
[26,] 7.884991e-08 1.100545e-07 1.455594e-07 1.831519e-07 2.197396e-07
[27,] 8.312946e-08 1.170430e-07 1.559723e-07 1.974413e-07 2.379688e-07
[28,] 8.891610e-08 1.257441e-07 1.681969e-07 2.135203e-07 2.578478e-07
[29,] 9.590550e-08 1.358035e-07 1.818178e-07 2.308772e-07 2.786994e-07
[30,] 1.036255e-07 1.466943e-07 1.962888e-07 2.489800e-07 3.000162e-07
[31,] 1.113588e-07 1.575796e-07 2.107111e-07 2.669532e-07 3.210406e-07
[32,] 1.180820e-07 1.671880e-07 2.236130e-07 2.832251e-07 3.402527e-07
[33,] 1.225199e-07 1.738441e-07 2.329275e-07 2.954112e-07 3.551104e-07
[34,] 1.233717e-07 1.757446e-07 2.363030e-07 3.006280e-07 3.623112e-07
[35,] 1.196654e-07 1.714368e-07 2.317131e-07 2.962221e-07 3.585998e-07
[36,] 1.111053e-07 1.603279e-07 2.181533e-07 2.806672e-07 3.418545e-07
[37,] 9.825262e-08 1.429947e-07 1.961198e-07 2.542478e-07 3.119955e-07
[38,] 8.244157e-08 1.211389e-07 1.676397e-07 2.192076e-07 2.713002e-07
[39,] 6.545206e-08 9.718383e-08 1.358119e-07 1.792705e-07 2.239585e-07
[40,] 4.906760e-08 7.367137e-08 1.040361e-07 1.387165e-07 1.750390e-07
[41,] 3.468422e-08 5.268816e-08 7.522782e-08 1.013733e-07 1.292719e-07
[42,] 2.309342e-08 3.550971e-08 5.128495e-08 6.987548e-08 9.008698e-08
[43,] 1.447261e-08 2.253466e-08 3.293346e-08 4.538583e-08 5.917871e-08
[44,] 8.532612e-09 1.345778e-08 1.990882e-08 2.775950e-08 3.661780e-08
[45,] 4.730767e-09 7.560188e-09 1.132436e-08 1.598014e-08 2.133074e-08
[46,] 2.465913e-09 3.993886e-09 6.058914e-09 8.654968e-09 1.169314e-08
[47,] 1.208186e-09 1.983644e-09 3.048442e-09 4.409051e-09 6.030249e-09
[48,] 5.563317e-10 9.261088e-10 1.442046e-09 2.112160e-09 2.924944e-09
[49,] 2.407287e-10 4.063799e-10 6.412586e-10 9.513448e-10 1.334132e-09
[50,] 9.787596e-11 1.675825e-10 2.680328e-10 4.028295e-10 5.721584e-10
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 8.102420e-09 9.645557e-09 1.090707e-08 1.166427e-08 1.174224e-08
 [2,] 1.304545e-08 1.544892e-08 1.739679e-08 1.855688e-08 1.867731e-08
 [3,] 1.996094e-08 2.351668e-08 2.636362e-08 2.802525e-08 2.816323e-08
 [4,] 2.902776e-08 3.402959e-08 3.797888e-08 4.021280e-08 4.030331e-08
 [5,] 4.013272e-08 4.682637e-08 5.203868e-08 5.487066e-08 5.480469e-08
 [6,] 5.279546e-08 6.131745e-08 6.787437e-08 7.127654e-08 7.091446e-08
 [7,] 6.619704e-08 7.651554e-08 8.438502e-08 8.827630e-08 8.747795e-08
 [8,] 7.934700e-08 9.122525e-08 1.002362e-07 1.044870e-07 1.031476e-07
 [9,] 9.136889e-08 1.043743e-07 1.142114e-07 1.186463e-07 1.167196e-07
[10,] 1.018153e-07 1.153897e-07 1.256200e-07 1.300193e-07 1.275126e-07
[11,] 1.108748e-07 1.244621e-07 1.346031e-07 1.387095e-07 1.356507e-07
[12,] 1.193433e-07 1.325440e-07 1.421663e-07 1.457117e-07 1.421067e-07
[13,] 1.283168e-07 1.410144e-07 1.498549e-07 1.526133e-07 1.484225e-07
[14,] 1.386910e-07 1.510953e-07 1.591385e-07 1.609930e-07 1.561479e-07
[15,] 1.506767e-07 1.632488e-07 1.707340e-07 1.717288e-07 1.661817e-07
[16,] 1.635694e-07 1.768439e-07 1.841777e-07 1.845186e-07 1.782952e-07
[17,] 1.759311e-07 1.902984e-07 1.978947e-07 1.978781e-07 1.910897e-07
[18,] 1.861566e-07 2.017003e-07 2.098074e-07 2.096945e-07 2.024864e-07
[19,] 1.932055e-07 2.096747e-07 2.182704e-07 2.181590e-07 2.106075e-07
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[32,] 4.579160e-08 3.329482e-08 2.268493e-08 1.440835e-08 8.506327e-09
[33,] 5.142205e-08 3.723107e-08 2.523110e-08 1.590386e-08 9.285364e-09
[34,] 5.614445e-08 4.054986e-08 2.744395e-08 1.728008e-08 1.006871e-08
[35,] 5.970707e-08 4.291800e-08 2.898771e-08 1.825438e-08 1.065086e-08
[36,] 6.236071e-08 4.440474e-08 2.981516e-08 1.872846e-08 1.093064e-08
[37,] 6.470482e-08 4.540444e-08 3.014327e-08 1.879320e-08 1.092686e-08
[38,] 6.738774e-08 4.643309e-08 3.033078e-08 1.866514e-08 1.075120e-08
[39,] 7.077199e-08 4.787415e-08 3.070331e-08 1.857850e-08 1.054903e-08
[40,] 7.469879e-08 4.977475e-08 3.139531e-08 1.867559e-08 1.043160e-08
[41,] 7.845327e-08 5.177648e-08 3.227270e-08 1.893935e-08 1.042659e-08
[42,] 8.095405e-08 5.321187e-08 3.296775e-08 1.919464e-08 1.046637e-08
[43,] 8.109947e-08 5.332918e-08 3.301048e-08 1.917560e-08 1.041687e-08
[44,] 7.813851e-08 5.155618e-08 3.200163e-08 1.862874e-08 1.013279e-08
[45,] 7.192647e-08 4.770030e-08 2.975740e-08 1.740885e-08 9.515156e-09
[46,] 6.297631e-08 4.201377e-08 2.637271e-08 1.553069e-08 8.548049e-09
[47,] 5.230236e-08 3.511102e-08 2.218658e-08 1.316122e-08 7.302471e-09
[48,] 4.113189e-08 2.778429e-08 1.767409e-08 1.056268e-08 5.910199e-09
[49,] 3.059875e-08 2.079442e-08 1.331313e-08 8.014259e-09 4.521784e-09
[50,] 2.151953e-08 1.470955e-08 9.475124e-09 5.743165e-09 3.266371e-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  
 -7.113e+02    7.653e-03  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/714b91257344793.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] 1703.008 1740.192 1777.375 1814.558 1851.742 1888.925 1926.108 1963.292
 [9] 2000.475 2037.658 2074.842 2112.025 2149.208 2186.392 2223.575 2260.758
[17] 2297.942 2335.125 2372.308 2409.492 2446.675 2483.858 2521.042 2558.225
[25] 2595.408 2632.592 2669.775 2706.958 2744.142 2781.325 2818.508 2855.692
[33] 2892.875 2930.058 2967.242 3004.425 3041.608 3078.792 3115.975 3153.158
[41] 3190.342 3227.525 3264.708 3301.892 3339.075 3376.258 3413.442 3450.625
[49] 3487.808 3524.992

$yords
 [1]  510.5044  644.4022  778.2999  912.1977 1046.0955 1179.9933 1313.8911
 [8] 1447.7888 1581.6866 1715.5844 1849.4822 1983.3800 2117.2777 2251.1755
[15] 2385.0733 2518.9711 2652.8689 2786.7666 2920.6644 3054.5622 3188.4600
[22] 3322.3578 3456.2555 3590.1533 3724.0511 3857.9489 3991.8467 4125.7445
[29] 4259.6422 4393.5400 4527.4378 4661.3356 4795.2334 4929.1311 5063.0289
[36] 5196.9267 5330.8245 5464.7223 5598.6200 5732.5178 5866.4156 6000.3134
[43] 6134.2112 6268.1089 6402.0067 6535.9045 6669.8023 6803.7001 6937.5978
[50] 7071.4956

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 9.796863e-10 2.097159e-09 4.310904e-09 8.607474e-09 1.683994e-08
 [2,] 2.401701e-09 5.024128e-09 1.000599e-08 1.917979e-08 3.574879e-08
 [3,] 5.566887e-09 1.144520e-08 2.224663e-08 4.127761e-08 7.385601e-08
 [4,] 1.216127e-08 2.467788e-08 4.708668e-08 8.517986e-08 1.474535e-07
 [5,] 2.498410e-08 5.019748e-08 9.443447e-08 1.675235e-07 2.825359e-07
 [6,] 4.819841e-08 9.610876e-08 1.788584e-07 3.125485e-07 5.165356e-07
 [7,] 8.723734e-08 1.729467e-07 3.191880e-07 5.513429e-07 8.969811e-07
 [8,] 1.480863e-07 2.922629e-07 5.359530e-07 9.175560e-07 1.474838e-06
 [9,] 2.358077e-07 4.637228e-07 8.461665e-07 1.438798e-06 2.291456e-06
[10,] 3.525670e-07 6.911751e-07 1.256225e-06 2.124959e-06 3.361001e-06
[11,] 4.959548e-07 9.691702e-07 1.755459e-06 2.957464e-06 4.654266e-06
[12,] 6.587647e-07 1.282136e-06 2.314173e-06 3.885553e-06 6.092701e-06
[13,] 8.311580e-07 1.608066e-06 2.889491e-06 4.834944e-06 7.560466e-06
[14,] 1.005091e-06 1.926713e-06 3.439273e-06 5.729565e-06 8.935657e-06
[15,] 1.179323e-06 2.229411e-06 3.939555e-06 6.519630e-06 1.013139e-05
[16,] 1.362127e-06 2.525404e-06 4.397017e-06 7.203102e-06 1.112854e-05
[17,] 1.569093e-06 2.839712e-06 4.848002e-06 7.827329e-06 1.198137e-05
[18,] 1.815465e-06 3.201126e-06 5.341065e-06 8.465449e-06 1.278773e-05
[19,] 2.105665e-06 3.624324e-06 5.908773e-06 9.175274e-06 1.363370e-05
[20,] 2.425025e-06 4.094551e-06 6.541829e-06 9.959486e-06 1.453785e-05
[21,] 2.738625e-06 4.563390e-06 7.179326e-06 1.074777e-05 1.542365e-05
[22,] 2.999026e-06 4.959280e-06 7.721730e-06 1.141155e-05 1.613537e-05
[23,] 3.160089e-06 5.208888e-06 8.061611e-06 1.180543e-05 1.649096e-05
[24,] 3.190873e-06 5.259781e-06 8.118059e-06 1.181595e-05 1.634652e-05
[25,] 3.083659e-06 5.094632e-06 7.859741e-06 1.139589e-05 1.564327e-05
[26,] 2.853577e-06 4.732294e-06 7.308755e-06 1.057220e-05 1.441985e-05
[27,] 2.531571e-06 4.218003e-06 6.527873e-06 9.429942e-06 1.279215e-05
[28,] 2.155075e-06 3.609308e-06 5.600513e-06 8.084987e-06 1.091686e-05
[29,] 1.760330e-06 2.963971e-06 4.612770e-06 6.658498e-06 8.956663e-06
[30,] 1.377978e-06 2.332573e-06 3.641844e-06 5.259992e-06 7.056874e-06
[31,] 1.031318e-06 1.755038e-06 2.750068e-06 3.978313e-06 5.333347e-06
[32,] 7.358180e-07 1.259077e-06 1.981777e-06 2.876834e-06 3.866848e-06
[33,] 4.990760e-07 8.594214e-07 1.361488e-06 1.990725e-06 2.700428e-06
[34,] 3.212935e-07 5.581071e-07 8.938422e-07 1.326703e-06 1.839730e-06
[35,] 1.965974e-07 3.464124e-07 5.662910e-07 8.666243e-07 1.257759e-06
[36,] 1.152102e-07 2.084400e-07 3.545008e-07 5.749661e-07 9.043602e-07
[37,] 6.595159e-08 1.254166e-07 2.290575e-07 4.083063e-07 7.183759e-07
[38,] 3.837462e-08 7.946783e-08 1.615074e-07 3.241034e-07 6.392774e-07
[39,] 2.406865e-08 5.601034e-08 1.283371e-07 2.867430e-07 6.156561e-07
[40,] 1.706803e-08 4.460353e-08 1.125572e-07 2.702389e-07 6.095649e-07
[41,] 1.361207e-08 3.864554e-08 1.034183e-07 2.581862e-07 5.971632e-07
[42,] 1.160085e-08 3.449247e-08 9.512351e-08 2.420918e-07 5.668887e-07
[43,] 1.002119e-08 3.047769e-08 8.528425e-08 2.191294e-07 5.164365e-07
[44,] 8.486943e-09 2.609552e-08 7.356351e-08 1.900020e-07 4.495201e-07
[45,] 6.928372e-09 2.142763e-08 6.066622e-08 1.572193e-07 3.729784e-07
[46,] 5.406917e-09 1.678436e-08 4.766547e-08 1.238483e-07 2.944715e-07
[47,] 4.015146e-09 1.249991e-08 3.558882e-08 9.268126e-08 2.208175e-07
[48,] 2.828092e-09 8.827094e-09 2.519158e-08 6.574787e-08 1.569592e-07
[49,] 1.884388e-09 5.896282e-09 1.686685e-08 4.411732e-08 1.055328e-07
[50,] 1.184943e-09 3.717039e-09 1.065833e-08 2.794078e-08 6.697641e-08
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 3.237549e-08 6.090449e-08 1.110001e-07 1.935786e-07 3.192109e-07
 [2,] 6.523630e-08 1.166699e-07 2.033821e-07 3.421315e-07 5.489262e-07
 [3,] 1.285543e-07 2.187513e-07 3.636320e-07 5.868056e-07 9.102404e-07
 [4,] 2.465004e-07 4.007720e-07 6.356080e-07 9.811485e-07 1.464116e-06
 [5,] 4.569576e-07 7.142823e-07 1.084742e-06 1.602308e-06 2.294347e-06
 [6,] 8.136983e-07 1.231215e-06 1.800535e-06 2.553354e-06 3.509623e-06
 [7,] 1.384159e-06 2.040493e-06 2.891881e-06 3.957568e-06 5.237580e-06
 [8,] 2.239825e-06 3.235128e-06 4.471048e-06 5.940242e-06 7.606276e-06
 [9,] 3.437937e-06 4.888489e-06 6.625195e-06 8.597193e-06 1.071252e-05
[10,] 4.997246e-06 7.023521e-06 9.380355e-06 1.195593e-05 1.458350e-05
[11,] 6.875866e-06 9.585126e-06 1.266994e-05 1.594273e-05 1.914520e-05
[12,] 8.962981e-06 1.243007e-05 1.632387e-05 2.037223e-05 2.421328e-05
[13,] 1.109463e-05 1.534647e-05 2.009114e-05 2.497149e-05 2.951628e-05
[14,] 1.309502e-05 1.810403e-05 2.369593e-05 2.943720e-05 3.474786e-05
[15,] 1.483120e-05 2.052037e-05 2.691046e-05 3.350772e-05 3.962975e-05
[16,] 1.625773e-05 2.251531e-05 2.961405e-05 3.701987e-05 4.395893e-05
[17,] 1.742674e-05 2.412479e-05 3.180860e-05 3.992297e-05 4.761726e-05
[18,] 1.845279e-05 2.546184e-05 3.357822e-05 4.224042e-05 5.053917e-05
[19,] 1.944409e-05 2.663839e-05 3.500864e-05 4.399624e-05 5.265525e-05
[20,] 2.043184e-05 2.768461e-05 3.610570e-05 4.514452e-05 5.384493e-05
[21,] 2.133357e-05 2.850729e-05 3.675612e-05 4.554190e-05 5.392963e-05
[22,] 2.197058e-05 2.891043e-05 3.675401e-05 4.498307e-05 5.271879e-05
[23,] 2.213208e-05 2.866961e-05 3.588314e-05 4.328639e-05 5.009262e-05
[24,] 2.165500e-05 2.762411e-05 3.401514e-05 4.038946e-05 4.608410e-05
[25,] 2.048275e-05 2.574366e-05 3.117736e-05 3.640842e-05 4.091962e-05
[26,] 1.868059e-05 2.314317e-05 2.756135e-05 3.163389e-05 3.499673e-05
[27,] 1.640926e-05 2.004723e-05 2.347484e-05 2.646812e-05 2.880733e-05
[28,] 1.387722e-05 1.672864e-05 1.926519e-05 2.133490e-05 2.283898e-05
[29,] 1.129473e-05 1.345000e-05 1.524893e-05 1.659976e-05 1.749220e-05
[30,] 8.843362e-06 1.042645e-05 1.166899e-05 1.252494e-05 1.303786e-05
[31,] 6.661771e-06 7.810979e-06 8.682171e-06 9.261616e-06 9.616126e-06
[32,] 4.841214e-06 5.694076e-06 6.365879e-06 6.865546e-06 7.260602e-06
[33,] 3.425185e-06 4.108551e-06 4.730848e-06 5.318704e-06 5.926999e-06
[34,] 2.411737e-06 3.035718e-06 3.732596e-06 4.545915e-06 5.512463e-06
[35,] 1.759772e-06 2.413462e-06 3.281021e-06 4.424780e-06 5.863482e-06
[36,] 1.400011e-06 2.147709e-06 3.250927e-06 4.793481e-06 6.779145e-06
[37,] 1.249113e-06 2.127196e-06 3.495855e-06 5.462238e-06 8.019394e-06
[38,] 1.223804e-06 2.239441e-06 3.865226e-06 6.231394e-06 9.324556e-06
[39,] 1.252112e-06 2.385086e-06 4.222542e-06 6.914832e-06 1.044585e-05
[40,] 1.280120e-06 2.488282e-06 4.461271e-06 7.363860e-06 1.118007e-05
[41,] 1.274155e-06 2.501864e-06 4.515140e-06 7.485399e-06 1.139864e-05
[42,] 1.219350e-06 2.407298e-06 4.361017e-06 7.249808e-06 1.106250e-05
[43,] 1.115883e-06 2.210383e-06 4.014459e-06 6.686879e-06 1.021934e-05
[44,] 9.741898e-07 1.934295e-06 3.519787e-06 5.872029e-06 8.985142e-06
[45,] 8.101500e-07 1.611661e-06 2.937373e-06 4.906767e-06 7.515783e-06
[46,] 6.408734e-07 1.277054e-06 2.330815e-06 3.897984e-06 5.975782e-06
[47,] 4.814488e-07 9.608855e-07 1.756087e-06 2.939942e-06 4.510580e-06
[48,] 3.428288e-07 6.852920e-07 1.254068e-06 2.101696e-06 3.226976e-06
[49,] 2.309235e-07 4.623419e-07 8.472317e-07 1.421447e-06 2.184294e-06
[50,] 1.468346e-07 2.944836e-07 5.404277e-07 9.078039e-07 1.396290e-06
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 4.928388e-07 7.071427e-07 9.379336e-07 1.145763e-06 1.285811e-06
 [2,] 8.308353e-07 1.175680e-06 1.544824e-06 1.875653e-06 2.097081e-06
 [3,] 1.342481e-06 1.863837e-06 2.416065e-06 2.906127e-06 3.228987e-06
 [4,] 2.092124e-06 2.834111e-06 3.606959e-06 4.281182e-06 4.712411e-06
 [5,] 3.162397e-06 4.158611e-06 5.170344e-06 6.028786e-06 6.549862e-06
 [6,] 4.656121e-06 5.921061e-06 7.158993e-06 8.163893e-06 8.719183e-06
 [7,] 6.691486e-06 8.214804e-06 9.628024e-06 1.069617e-05 1.118650e-05
 [8,] 9.385899e-06 1.113213e-05 1.263245e-05 1.363735e-05 1.392315e-05
 [9,] 1.282774e-05 1.474332e-05 1.621678e-05 1.700309e-05 1.691941e-05
[10,] 1.704217e-05 1.907010e-05 2.039869e-05 2.080795e-05 2.018997e-05
[11,] 2.196336e-05 2.406353e-05 2.515342e-05 2.505611e-05 2.376970e-05
[12,] 2.742674e-05 2.959684e-05 3.040594e-05 2.973138e-05 2.770047e-05
[13,] 3.318823e-05 3.547730e-05 3.603257e-05 3.478701e-05 3.200885e-05
[14,] 3.896531e-05 4.147107e-05 4.186654e-05 4.013143e-05 3.667425e-05
[15,] 4.448347e-05 4.732795e-05 4.769917e-05 4.560750e-05 4.159063e-05
[16,] 4.950774e-05 5.279396e-05 5.327356e-05 5.097030e-05 4.653357e-05
[17,] 5.384619e-05 5.760869e-05 5.827719e-05 5.587761e-05 5.115188e-05
[18,] 5.732770e-05 6.149626e-05 6.234769e-05 5.991041e-05 5.500137e-05
[19,] 5.977127e-05 6.416540e-05 6.510408e-05 6.263116e-05 5.762346e-05
[20,] 6.097136e-05 6.533192e-05 6.620464e-05 6.367000e-05 5.864948e-05
[21,] 6.071779e-05 6.476642e-05 6.541840e-05 6.281222e-05 5.789448e-05
[22,] 5.885129e-05 6.235601e-05 6.268776e-05 6.005564e-05 5.540420e-05
[23,] 5.533602e-05 5.815923e-05 5.816039e-05 5.561727e-05 5.143745e-05
[24,] 5.031718e-05 5.243123e-05 5.217862e-05 4.988889e-05 4.639394e-05
[25,] 4.413425e-05 4.560477e-05 4.522869e-05 4.336010e-05 4.072000e-05
[26,] 3.727804e-05 3.822786e-05 3.786433e-05 3.653599e-05 3.482888e-05
[27,] 3.030422e-05 3.087547e-05 3.062617e-05 2.987326e-05 2.905982e-05
[28,] 2.373497e-05 2.406272e-05 2.397745e-05 2.374639e-05 2.367797e-05
[29,] 1.798250e-05 1.818478e-05 1.826886e-05 1.844239e-05 1.889924e-05
[30,] 1.331459e-05 1.349577e-05 1.373411e-05 1.417328e-05 1.491729e-05
[31,] 9.860911e-06 1.012147e-05 1.050623e-05 1.109193e-05 1.191495e-05
[32,] 7.642432e-06 8.088148e-06 8.638758e-06 9.299259e-06 1.005298e-05
[33,] 6.601909e-06 7.347552e-06 8.117428e-06 8.836268e-06 9.439743e-06
[34,] 6.621206e-06 7.786093e-06 8.855592e-06 9.662278e-06 1.009166e-05
[35,] 7.523934e-06 9.219045e-06 1.067793e-05 1.162812e-05 1.189790e-05
[36,] 9.072764e-06 1.138144e-05 1.330587e-05 1.445834e-05 1.460247e-05
[37,] 1.097456e-05 1.393123e-05 1.636080e-05 1.775701e-05 1.781473e-05
[38,] 1.290258e-05 1.647571e-05 1.939600e-05 2.104564e-05 2.105300e-05
[39,] 1.453595e-05 1.862115e-05 2.195616e-05 2.383060e-05 2.381618e-05
[40,] 1.560755e-05 2.003452e-05 2.365138e-05 2.568528e-05 2.566849e-05
[41,] 1.594603e-05 2.049925e-05 2.422474e-05 2.632512e-05 2.631600e-05
[42,] 1.549966e-05 1.994850e-05 2.359396e-05 2.565485e-05 2.565526e-05
[43,] 1.433555e-05 1.846707e-05 2.185615e-05 2.377563e-05 2.378183e-05
[44,] 1.261620e-05 1.626332e-05 1.925643e-05 2.095223e-05 2.095837e-05
[45,] 1.056089e-05 1.362030e-05 1.613054e-05 1.755080e-05 1.755206e-05
[46,] 8.401845e-06 1.083908e-05 1.283708e-05 1.396410e-05 1.395856e-05
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[28,] 4.011889e-05 4.237074e-05 4.276739e-05 4.160692e-05 3.961679e-05
[29,] 4.066892e-05 4.304032e-05 4.355123e-05 4.244785e-05 4.041612e-05
[30,] 3.950624e-05 4.196144e-05 4.263520e-05 4.170476e-05 3.978054e-05
[31,] 3.689224e-05 3.939441e-05 4.025798e-05 3.958388e-05 3.788388e-05
[32,] 3.326632e-05 3.578263e-05 3.684129e-05 3.646881e-05 3.506735e-05
[33,] 2.910489e-05 3.160482e-05 3.284297e-05 3.278005e-05 3.170891e-05
[34,] 2.480765e-05 2.725636e-05 2.863784e-05 2.885966e-05 2.811411e-05
[35,] 2.064533e-05 2.299706e-05 2.446599e-05 2.492100e-05 2.446831e-05
[36,] 1.676894e-05 1.896571e-05 2.045016e-05 2.106760e-05 2.085585e-05
[37,] 1.325351e-05 1.523170e-05 1.665227e-05 1.735177e-05 1.731870e-05
[38,] 1.014256e-05 1.184566e-05 1.312814e-05 1.383143e-05 1.391328e-05
[39,] 7.471461e-06 8.863693e-06 9.952307e-06 1.059476e-05 1.073446e-05
[40,] 5.266977e-06 6.341915e-06 7.208414e-06 7.747375e-06 7.900666e-06
[41,] 3.534646e-06 4.315507e-06 4.960958e-06 5.378452e-06 5.516685e-06
[42,] 2.248416e-06 2.780634e-06 3.229946e-06 3.529464e-06 3.638776e-06
[43,] 1.351026e-06 1.690732e-06 1.982748e-06 2.182120e-06 2.259943e-06
[44,] 7.648244e-07 9.676086e-07 1.144690e-06 1.267969e-06 1.318508e-06
[45,] 4.071011e-07 5.202041e-07 6.203587e-07 6.912288e-07 7.213885e-07
[46,] 2.034378e-07 2.623383e-07 3.151577e-07 3.530589e-07 3.696730e-07
[47,] 9.533696e-08 1.239603e-07 1.499301e-07 1.687955e-07 1.772691e-07
[48,] 4.186328e-08 5.483635e-08 6.673895e-08 7.548182e-08 7.949127e-08
[49,] 1.721479e-08 2.269533e-08 2.777988e-08 3.155334e-08 3.331592e-08
[50,] 6.627210e-09 8.783515e-09 1.080758e-08 1.232465e-08 1.304527e-08
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 2.943686e-07 4.227798e-07 6.387017e-07 9.408760e-07 1.300239e-06
 [2,] 4.846029e-07 6.474691e-07 9.385412e-07 1.357605e-06 1.864255e-06
 [3,] 7.787913e-07 9.582989e-07 1.313328e-06 1.846266e-06 2.505075e-06
 [4,] 1.228045e-06 1.386572e-06 1.769178e-06 2.383425e-06 3.167708e-06
 [5,] 1.903771e-06 1.982444e-06 2.326541e-06 2.952792e-06 3.795277e-06
 [6,] 2.897314e-06 2.820563e-06 3.032407e-06 3.564563e-06 4.355746e-06
 [7,] 4.310998e-06 3.997864e-06 3.966144e-06 4.270371e-06 4.866506e-06
 [8,] 6.237357e-06 5.618026e-06 5.231163e-06 5.163555e-06 5.403838e-06
 [9,] 8.727130e-06 7.761056e-06 6.928654e-06 6.358588e-06 6.088589e-06
[10,] 1.175262e-05 1.044354e-05 9.117491e-06 7.952282e-06 7.049266e-06
[11,] 1.517907e-05 1.358252e-05 1.177299e-05 9.979001e-06 8.374579e-06
[12,] 1.875900e-05 1.697961e-05 1.476170e-05 1.237744e-05 1.007357e-05
[13,] 2.216006e-05 2.033806e-05 1.784672e-05 1.498458e-05 1.205982e-05
[14,] 2.502558e-05 2.331504e-05 2.072803e-05 1.756334e-05 1.416776e-05
[15,] 2.705390e-05 2.559743e-05 2.310966e-05 1.985852e-05 1.619759e-05
[16,] 2.807351e-05 2.697954e-05 2.477452e-05 2.166512e-05 1.797527e-05
[17,] 2.809194e-05 2.741993e-05 2.564488e-05 2.288820e-05 1.940855e-05
[18,] 2.730541e-05 2.706104e-05 2.581019e-05 2.357531e-05 2.051987e-05
[19,] 2.606822e-05 2.620678e-05 2.551362e-05 2.390995e-05 2.144339e-05
[20,] 2.482943e-05 2.526335e-05 2.509946e-05 2.416577e-05 2.238414e-05
[21,] 2.404776e-05 2.465513e-05 2.493341e-05 2.463266e-05 2.354991e-05
[22,] 2.409721e-05 2.473146e-05 2.531353e-05 2.553440e-05 2.507670e-05
[23,] 2.517873e-05 2.568240e-05 2.639242e-05 2.695998e-05 2.697130e-05
[24,] 2.725843e-05 2.748287e-05 2.812967e-05 2.882747e-05 2.908925e-05
[25,] 3.005398e-05 2.988302e-05 3.028864e-05 3.089096e-05 3.115577e-05
[26,] 3.308391e-05 3.245490e-05 3.248297e-05 3.279098e-05 3.282451e-05
[27,] 3.577636e-05 3.469049e-05 3.426607e-05 3.413845e-05 3.375952e-05
[28,] 3.761023e-05 3.612777e-05 3.524235e-05 3.461170e-05 3.371903e-05
[29,] 3.824438e-05 3.646643e-05 3.516766e-05 3.403907e-05 3.261763e-05
[30,] 3.758933e-05 3.563334e-05 3.400488e-05 3.243972e-05 3.054718e-05
[31,] 3.579628e-05 3.377385e-05 3.191365e-05 3.000662e-05 2.774766e-05
[32,] 3.317152e-05 3.117473e-05 2.917885e-05 2.703719e-05 2.453658e-05
[33,] 3.005646e-05 2.815397e-05 2.610895e-05 2.383930e-05 2.122234e-05
[34,] 2.672554e-05 2.496572e-05 2.294798e-05 2.065119e-05 1.803424e-05
[35,] 2.334110e-05 2.175757e-05 1.983557e-05 1.760587e-05 1.509374e-05
[36,] 1.997196e-05 1.858786e-05 1.682278e-05 1.474626e-05 1.243092e-05
[37,] 1.665031e-05 1.547966e-05 1.392265e-05 1.207246e-05 1.002898e-05
[38,] 1.342713e-05 1.247382e-05 1.116066e-05 9.589597e-06 7.869392e-06
[39,] 1.039531e-05 9.651840e-06 8.597903e-06 7.331663e-06 5.956380e-06
[40,] 7.674410e-06 7.121860e-06 6.320242e-06 5.355095e-06 4.314862e-06
[41,] 5.372717e-06 4.983085e-06 4.407303e-06 3.713711e-06 2.971708e-06
[42,] 3.551621e-06 3.291890e-06 2.902432e-06 2.433623e-06 1.935740e-06
[43,] 2.209869e-06 2.046687e-06 1.799169e-06 1.501693e-06 1.188027e-06
[44,] 1.291269e-06 1.194879e-06 1.047329e-06 8.703809e-07 6.851102e-07
[45,] 7.073955e-07 6.539694e-07 5.715815e-07 4.730236e-07 3.705328e-07
[46,] 3.629016e-07 3.351597e-07 2.921162e-07 2.407574e-07 1.876991e-07
[47,] 1.741905e-07 1.607125e-07 1.396891e-07 1.146673e-07 8.897835e-08
[48,] 7.817969e-08 7.205947e-08 6.246666e-08 5.107554e-08 3.944886e-08
[49,] 3.279368e-08 3.019834e-08 2.611137e-08 2.126781e-08 1.635068e-08
[50,] 1.285143e-08 1.182434e-08 1.019928e-08 8.276396e-09 6.333833e-09
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.658604e-06 1.940571e-06 2.077305e-06 2.032438e-06 1.816755e-06
 [2,] 2.375739e-06 2.783508e-06 2.987013e-06 2.931208e-06 2.628600e-06
 [3,] 3.180170e-06 3.725893e-06 4.005281e-06 3.940681e-06 3.544551e-06
 [4,] 3.987192e-06 4.659814e-06 5.011581e-06 4.940255e-06 4.455485e-06
 [5,] 4.700561e-06 5.457023e-06 5.858547e-06 5.779312e-06 5.222668e-06
 [6,] 5.246052e-06 6.007602e-06 6.412901e-06 6.316958e-06 5.713111e-06
 [7,] 5.605179e-06 6.260929e-06 6.600436e-06 6.466974e-06 5.840541e-06
 [8,] 5.833459e-06 6.251238e-06 6.436305e-06 6.229608e-06 5.595490e-06
 [9,] 6.052104e-06 6.094568e-06 6.026169e-06 5.695689e-06 5.051033e-06
[10,] 6.413086e-06 5.956002e-06 5.536225e-06 5.020394e-06 4.341228e-06
[11,] 7.049703e-06 5.999374e-06 5.143989e-06 4.377638e-06 3.621598e-06
[12,] 8.031572e-06 6.339131e-06 4.989627e-06 3.913900e-06 3.028322e-06
[13,] 9.341461e-06 7.012415e-06 5.146007e-06 3.718854e-06 2.651702e-06
[14,] 1.088275e-05 7.980502e-06 5.616544e-06 3.821414e-06 2.531632e-06
[15,] 1.251512e-05 9.157474e-06 6.358659e-06 4.209041e-06 2.673170e-06
[16,] 1.410629e-05 1.045462e-05 7.321805e-06 4.859953e-06 3.073091e-06
[17,] 1.558214e-05 1.182394e-05 8.484534e-06 5.774140e-06 3.745177e-06
[18,] 1.695686e-05 1.328375e-05 9.875079e-06 6.989421e-06 4.732549e-06
[19,] 1.833023e-05 1.491409e-05 1.156438e-05 8.572884e-06 6.098845e-06
[20,] 1.984932e-05 1.681936e-05 1.362947e-05 1.058593e-05 7.896614e-06
[21,] 2.164523e-05 1.906875e-05 1.609714e-05 1.303203e-05 1.012063e-05
[22,] 2.376614e-05 2.163586e-05 1.888909e-05 1.580680e-05 1.266344e-05
[23,] 2.613137e-05 2.436290e-05 2.179365e-05 1.867479e-05 1.529530e-05
[24,] 2.852467e-05 2.696760e-05 2.448263e-05 2.129121e-05 1.768619e-05
[25,] 3.063113e-05 2.909555e-05 2.657491e-05 2.327045e-05 1.947205e-05
[26,] 3.210762e-05 3.040283e-05 2.772865e-05 2.428205e-05 2.034728e-05
[27,] 3.266605e-05 3.064252e-05 2.773085e-05 2.414068e-05 2.015061e-05
[28,] 3.214545e-05 2.972749e-05 2.655312e-05 2.285667e-05 1.891104e-05
[29,] 3.055263e-05 2.775068e-05 2.435565e-05 2.062938e-05 1.683637e-05
[30,] 2.805961e-05 2.495886e-05 2.144113e-05 1.778852e-05 1.425093e-05
[31,] 2.495814e-05 2.168964e-05 1.817687e-05 1.470757e-05 1.150834e-05
[32,] 2.158535e-05 1.829223e-05 1.491167e-05 1.171984e-05 8.911244e-06
[33,] 1.824456e-05 1.505585e-05 1.191162e-05 9.061440e-06 6.661547e-06
[34,] 1.514764e-05 1.216563e-05 9.329258e-06 6.851546e-06 4.848668e-06
[35,] 1.239606e-05 9.695524e-06 7.208039e-06 5.106160e-06 3.468714e-06
[36,] 1.000087e-05 7.633289e-06 5.512728e-06 3.772283e-06 2.459570e-06
[37,] 7.925326e-06 5.922089e-06 4.169917e-06 2.766755e-06 1.736798e-06
[38,] 6.127157e-06 4.499309e-06 3.103089e-06 2.007193e-06 1.220157e-06
[39,] 4.582664e-06 3.319227e-06 2.252713e-06 1.428867e-06 8.471410e-07
[40,] 3.288283e-06 2.356572e-06 1.580268e-06 9.881046e-07 5.752940e-07
[41,] 2.247321e-06 1.597387e-06 1.061718e-06 6.571894e-07 3.778884e-07
[42,] 1.454497e-06 1.027127e-06 6.781861e-07 4.168289e-07 2.377033e-07
[43,] 8.876772e-07 6.234678e-07 4.095560e-07 2.504599e-07 1.420563e-07
[44,] 5.092907e-07 3.560113e-07 2.328843e-07 1.418871e-07 8.018761e-08
[45,] 2.741088e-07 1.907734e-07 1.243364e-07 7.552833e-08 4.257940e-08
[46,] 1.381972e-07 9.577630e-08 6.220838e-08 3.769140e-08 2.120944e-08
[47,] 6.520375e-08 4.499906e-08 2.912935e-08 1.760649e-08 9.892113e-09
[48,] 2.877149e-08 1.977138e-08 1.275483e-08 7.690638e-09 4.314674e-09
[49,] 1.186816e-08 8.119944e-09 5.219652e-09 3.139246e-09 1.758570e-09
[50,] 4.575231e-09 3.116164e-09 1.995634e-09 1.196965e-09 6.694274e-10
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.483392e-06 1.106263e-06 7.535038e-07 4.687355e-07 2.663061e-07
 [2,] 2.153457e-06 1.611456e-06 1.101387e-06 6.875183e-07 3.919618e-07
 [3,] 2.913256e-06 2.187334e-06 1.500087e-06 9.396264e-07 5.375471e-07
 [4,] 3.673100e-06 2.766793e-06 1.903848e-06 1.196604e-06 6.869182e-07
 [5,] 4.317120e-06 3.261808e-06 2.251743e-06 1.420001e-06 8.179385e-07
 [6,] 4.732027e-06 3.584824e-06 2.482220e-06 1.570391e-06 9.075829e-07
 [7,] 4.841220e-06 3.674687e-06 2.551085e-06 1.618774e-06 9.385332e-07
 [8,] 4.630622e-06 3.516827e-06 2.445896e-06 1.555917e-06 9.047163e-07
 [9,] 4.154830e-06 3.148881e-06 2.190462e-06 1.395592e-06 8.133893e-07
[10,] 3.520671e-06 2.649148e-06 1.837449e-06 1.170250e-06 6.828450e-07
[11,] 2.855486e-06 2.113152e-06 1.452485e-06 9.211570e-07 5.368188e-07
[12,] 2.273751e-06 1.628499e-06 1.096773e-06 6.873857e-07 3.981088e-07
[13,] 1.854968e-06 1.257920e-06 8.151467e-07 4.981025e-07 2.840240e-07
[14,] 1.639350e-06 1.035618e-06 6.332849e-07 3.706387e-07 2.051696e-07
[15,] 1.639828e-06 9.759666e-07 5.635537e-07 3.141105e-07 1.675079e-07
[16,] 1.862956e-06 1.088996e-06 6.156907e-07 3.362352e-07 1.763645e-07
[17,] 2.328760e-06 1.395172e-06 8.071182e-07 4.500175e-07 2.404322e-07
[18,] 3.080072e-06 1.932277e-06 1.167801e-06 6.769832e-07 3.737751e-07
[19,] 4.174642e-06 2.749175e-06 1.735837e-06 1.044361e-06 5.941977e-07
[20,] 5.658473e-06 3.884987e-06 2.542461e-06 1.575163e-06 9.172174e-07
[21,] 7.526361e-06 5.337910e-06 3.589200e-06 2.272728e-06 1.346452e-06
[22,] 9.683862e-06 7.034539e-06 4.824809e-06 3.104701e-06 1.863371e-06
[23,] 1.192975e-05 8.814884e-06 6.133211e-06 3.994034e-06 2.421146e-06
[24,] 1.397483e-05 1.044642e-05 7.342731e-06 4.824349e-06 2.947371e-06
[25,] 1.550001e-05 1.167045e-05 8.259848e-06 5.462365e-06 3.357679e-06
[26,] 1.623847e-05 1.226908e-05 8.719352e-06 5.792336e-06 3.577401e-06
[27,] 1.605232e-05 1.212889e-05 8.633062e-06 5.750341e-06 3.563710e-06
[28,] 1.497344e-05 1.127545e-05 8.017229e-06 5.344404e-06 3.319207e-06
[29,] 1.319196e-05 9.864376e-06 6.986910e-06 4.651724e-06 2.891009e-06
[30,] 1.099825e-05 8.133257e-06 5.720027e-06 3.794339e-06 2.355781e-06
[31,] 8.703117e-06 6.334984e-06 4.406587e-06 2.903775e-06 1.797250e-06
[32,] 6.565986e-06 4.678102e-06 3.202897e-06 2.088703e-06 1.285211e-06
[33,] 4.752661e-06 3.292527e-06 2.205261e-06 1.416095e-06 8.630344e-07
[34,] 3.328520e-06 2.225292e-06 1.446956e-06 9.088497e-07 5.457925e-07
[35,] 2.278909e-06 1.458870e-06 9.126218e-07 5.558429e-07 3.265641e-07
[36,] 1.541939e-06 9.390405e-07 5.598082e-07 3.271172e-07 1.861957e-07
[37,] 1.039927e-06 6.006847e-07 3.386348e-07 1.877129e-07 1.022577e-07
[38,] 7.013229e-07 3.850886e-07 2.046938e-07 1.066800e-07 5.489483e-08
[39,] 4.711455e-07 2.477150e-07 1.246235e-07 6.089846e-08 2.930261e-08
[40,] 3.122870e-07 1.588048e-07 7.634156e-08 3.517011e-08 1.578602e-08
[41,] 2.017530e-07 1.002296e-07 4.659617e-08 2.047820e-08 8.636257e-09
[42,] 1.255548e-07 6.143950e-08 2.793155e-08 1.187220e-08 4.770268e-09
[43,] 7.453717e-08 3.614115e-08 1.620608e-08 6.742594e-09 2.620803e-09
[44,] 4.190704e-08 2.021329e-08 8.993027e-09 3.694907e-09 1.407072e-09
[45,] 2.220030e-08 1.067818e-08 4.731418e-09 1.930932e-09 7.269012e-10
[46,] 1.104296e-08 5.304577e-09 2.346168e-09 9.544915e-10 3.572390e-10
[47,] 5.145988e-09 2.470727e-09 1.092255e-09 4.439096e-10 1.657491e-10
[48,] 2.243127e-09 1.076942e-09 4.762161e-10 1.935788e-10 7.225135e-11
[49,] 9.137245e-10 4.387523e-10 1.941376e-10 7.898323e-11 2.950114e-11
[50,] 3.476003e-10 1.669417e-10 7.392714e-11 3.011256e-11 1.126237e-11

> 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  
  3008.1977       0.2159  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/11yjl1257344793.ps tmp/11yjl1257344793.png")
> system("convert tmp/2xp451257344793.ps tmp/2xp451257344793.png")
> system("convert tmp/3top11257344793.ps tmp/3top11257344793.png")
> system("convert tmp/4vwq21257344793.ps tmp/4vwq21257344793.png")
> system("convert tmp/57kx01257344793.ps tmp/57kx01257344793.png")
> system("convert tmp/6go951257344793.ps tmp/6go951257344793.png")
> system("convert tmp/714b91257344793.ps tmp/714b91257344793.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.290   2.070   3.745