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(2645.64,2756.76,2849.27,2921.44,2981.85,3080.58,3106.22,3119.31,3061.26,3097.31,3161.69,3257.16,3277.01,3295.32,3363.99,3494.17,3667.03,3813.06,3917.96,3895.51,3801.06,3570.12,3701.61,3862.27,3970.1,4138.52,4199.75,4290.89,4443.91,4502.64,4356.98,4591.27,4696.96,4621.4,4562.84,4202.52,4296.49,4435.23,4105.18,4116.68,3844.49,3720.98,3674.4,3857.62,3801.06,3504.37,3032.6,3047.03,2962.34,2197.82,2014.45,1862.83,1905.41,1810.99,1670.07,1864.44,2052.02,2029.6,2070.83,2293.41)
> y <- c(29571,30167,30524,30996,31033,31198,30937,31649,33115,34106,33926,33382,32851,32948,36112,36113,35210,35193,34383,35349,37058,38076,36630,36045,35638,35114,35465,35254,35299,35916,36683,37288,38536,38977,36407,34955,34951,32680,34791,34178,35213,34871,35299,35443,37108,36419,34471,33868,34385,33643,34627,32919,35500,36110,37086,37711,40427,39884,38512,38767)
> x <- c(5594,5585,5710,5511,5403,5826,5884,5965,5960,6064,6046,5954,5952,5960,5983,5996,6021,6094,6202,6276,6306,6342,6345,6328,6191,6261,6253,6198,6247,6293,6381,6448,6470,6516,6532,6526,6533,6498,6507,6464,6453,6468,6497,6808,6793,6907,6792,6757,6734,6654,6589,6469,6521,6448,6410,6528,6445,6458,6215,6167)
> par7 = 'Bel 20'
> par6 = 'Zichtrekening van belg. huishoudens'
> par5 = 'Consumptiekrediet >1j & <5j'
> 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$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1jxm61256847457.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/2uu2x1256847457.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/31nyh1256847457.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4q30o1256847457.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5vzjc1256847457.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
   9007.983        4.142  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6jwr71256847457.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] 28342.11 28613.82 28885.53 29157.24 29428.95 29700.66 29972.37 30244.08
 [9] 30515.79 30787.50 31059.21 31330.92 31602.63 31874.34 32146.05 32417.76
[17] 32689.47 32961.18 33232.89 33504.60 33776.31 34048.02 34319.73 34591.44
[25] 34863.15 35134.85 35406.56 35678.27 35949.98 36221.69 36493.40 36765.11
[33] 37036.82 37308.53 37580.24 37851.95 38123.66 38395.37 38667.08 38938.79
[41] 39210.50 39482.21 39753.92 40025.63 40297.34 40569.05 40840.76 41112.47
[49] 41384.18 41655.89

$yords
 [1] 1207.971 1288.605 1369.240 1449.874 1530.509 1611.143 1691.778 1772.412
 [9] 1853.046 1933.681 2014.315 2094.950 2175.584 2256.219 2336.853 2417.488
[17] 2498.122 2578.757 2659.391 2740.025 2820.660 2901.294 2981.929 3062.563
[25] 3143.198 3223.832 3304.467 3385.101 3465.736 3546.370 3627.005 3707.639
[33] 3788.273 3868.908 3949.542 4030.177 4110.811 4191.446 4272.080 4352.715
[41] 4433.349 4513.984 4594.618 4675.252 4755.887 4836.521 4917.156 4997.790
[49] 5078.425 5159.059

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.696596e-11 5.447214e-11 1.635011e-10 4.585469e-10 1.201352e-09
 [2,] 2.400344e-11 7.725215e-11 2.332594e-10 6.592523e-10 1.742177e-09
 [3,] 3.165949e-11 1.002852e-10 3.020187e-10 8.569858e-10 2.281162e-09
 [4,] 4.266429e-11 1.251161e-10 3.637903e-10 1.020141e-09 2.715748e-09
 [5,] 7.167898e-11 1.724755e-10 4.419829e-10 1.160344e-09 3.004453e-09
 [6,] 1.698746e-10 3.220402e-10 6.509204e-10 1.425572e-09 3.309554e-09
 [7,] 4.844744e-10 8.079610e-10 1.339472e-09 2.303715e-09 4.272537e-09
 [8,] 1.379352e-09 2.214205e-09 3.385765e-09 5.036228e-09 7.553360e-09
 [9,] 3.626272e-09 5.790751e-09 8.683746e-09 1.231348e-08 1.674941e-08
[10,] 8.606112e-09 1.380086e-08 2.070024e-08 2.910433e-08 3.853892e-08
[11,] 1.833131e-08 2.959766e-08 4.465446e-08 6.300351e-08 8.326649e-08
[12,] 3.499917e-08 5.694467e-08 8.656483e-08 1.230035e-07 1.634990e-07
[13,] 5.989653e-08 9.824533e-08 1.505880e-07 2.157793e-07 2.892134e-07
[14,] 9.193601e-08 1.520817e-07 2.351655e-07 3.400723e-07 4.601798e-07
[15,] 1.267228e-07 2.115120e-07 3.301475e-07 4.821835e-07 6.594020e-07
[16,] 1.572400e-07 2.649827e-07 4.178360e-07 6.169079e-07 8.535397e-07
[17,] 1.764729e-07 3.005379e-07 4.792405e-07 7.161299e-07 1.003788e-06
[18,] 1.808555e-07 3.116127e-07 5.031362e-07 7.619879e-07 1.083642e-06
[19,] 1.724766e-07 3.009737e-07 4.926086e-07 7.569837e-07 1.093428e-06
[20,] 1.585788e-07 2.801743e-07 4.647011e-07 7.242721e-07 1.061924e-06
[21,] 1.486881e-07 2.648650e-07 4.433260e-07 6.977761e-07 1.033707e-06
[22,] 1.512046e-07 2.689552e-07 4.499769e-07 7.084679e-07 1.050366e-06
[23,] 1.712313e-07 3.007398e-07 4.973089e-07 7.744781e-07 1.136317e-06
[24,] 2.101578e-07 3.620381e-07 5.875380e-07 8.983628e-07 1.294475e-06
[25,] 2.664034e-07 4.494143e-07 7.143237e-07 1.069810e-06 1.509831e-06
[26,] 3.365752e-07 5.562052e-07 8.660747e-07 1.270658e-06 1.756542e-06
[27,] 4.166394e-07 6.747172e-07 1.029672e-06 1.480663e-06 2.006156e-06
[28,] 5.026623e-07 7.980014e-07 1.193877e-06 1.683163e-06 2.236010e-06
[29,] 5.903688e-07 9.199806e-07 1.350618e-06 1.868198e-06 2.434796e-06
[30,] 6.732465e-07 1.033056e-06 1.492308e-06 2.029953e-06 2.600667e-06
[31,] 7.405544e-07 1.124658e-06 1.606455e-06 2.159053e-06 2.731146e-06
[32,] 7.778911e-07 1.176617e-06 1.672724e-06 2.236084e-06 2.812026e-06
[33,] 7.718376e-07 1.170342e-06 1.667606e-06 2.234170e-06 2.816025e-06
[34,] 7.167954e-07 1.096158e-06 1.576004e-06 2.131893e-06 2.715441e-06
[35,] 6.195021e-07 9.607208e-07 1.402343e-06 1.928493e-06 2.501113e-06
[36,] 4.977355e-07 7.868979e-07 1.172926e-06 1.650211e-06 2.194065e-06
[37,] 3.737632e-07 6.057549e-07 9.274580e-07 1.343068e-06 1.841770e-06
[38,] 2.665312e-07 4.456089e-07 7.050768e-07 1.056850e-06 1.502051e-06
[39,] 1.866550e-07 3.240061e-07 5.326012e-07 8.294181e-07 1.224136e-06
[40,] 1.356598e-07 2.453353e-07 4.194049e-07 6.776716e-07 1.034875e-06
[41,] 1.083155e-07 2.031375e-07 3.587305e-07 5.963756e-07 9.332692e-07
[42,] 9.607732e-08 1.846911e-07 3.330188e-07 5.632035e-07 8.934628e-07
[43,] 9.023964e-08 1.759376e-07 3.209517e-07 5.478691e-07 8.752807e-07
[44,] 8.419868e-08 1.656084e-07 3.043868e-07 5.228547e-07 8.394933e-07
[45,] 7.458746e-08 1.477478e-07 2.733236e-07 4.722462e-07 7.621537e-07
[46,] 6.120752e-08 1.220769e-07 2.273187e-07 3.952133e-07 6.415811e-07
[47,] 4.596937e-08 9.232745e-08 1.731024e-07 3.029689e-07 4.950304e-07
[48,] 3.140845e-08 6.353501e-08 1.199659e-07 2.114404e-07 3.478660e-07
[49,] 1.945887e-08 3.964928e-08 7.540761e-08 1.338630e-07 2.218076e-07
[50,] 1.090891e-08 2.239106e-08 4.289648e-08 7.670509e-08 1.280220e-07
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.940030e-09 6.721003e-09 1.435291e-08 2.863542e-08 5.337859e-08
 [2,] 4.302961e-09 9.931435e-09 2.142013e-08 4.317449e-08 8.133471e-08
 [3,] 5.684625e-09 1.325042e-08 2.887996e-08 5.885417e-08 1.121518e-07
 [4,] 6.808596e-09 1.601450e-08 3.527940e-08 7.274274e-08 1.403603e-07
 [5,] 7.479748e-09 1.765511e-08 3.923836e-08 8.185275e-08 1.600551e-07
 [6,] 7.813879e-09 1.809344e-08 4.016364e-08 8.444695e-08 1.672236e-07
 [7,] 8.602692e-09 1.823445e-08 3.896503e-08 8.117474e-08 1.616697e-07
 [8,] 1.196592e-08 2.069944e-08 3.883050e-08 7.588216e-08 1.479442e-07
 [9,] 2.246489e-08 3.104243e-08 4.637988e-08 7.647323e-08 1.356649e-07
[10,] 4.855134e-08 5.941313e-08 7.333715e-08 9.625478e-08 1.400777e-07
[11,] 1.034439e-07 1.217245e-07 1.378917e-07 1.552504e-07 1.829090e-07
[12,] 2.035934e-07 2.381992e-07 2.634932e-07 2.793283e-07 2.917350e-07
[13,] 3.629113e-07 4.269805e-07 4.723491e-07 4.941415e-07 4.948103e-07
[14,] 5.831646e-07 6.928801e-07 7.732030e-07 8.128507e-07 8.096874e-07
[15,] 8.450981e-07 1.016203e-06 1.148246e-06 1.221871e-06 1.228797e-06
[16,] 1.107807e-06 1.350492e-06 1.548773e-06 1.674249e-06 1.710759e-06
[17,] 1.321353e-06 1.635811e-06 1.907667e-06 2.099824e-06 2.186995e-06
[18,] 1.448986e-06 1.824452e-06 2.166823e-06 2.432022e-06 2.585527e-06
[19,] 1.486590e-06 1.905161e-06 2.305219e-06 2.638137e-06 2.861347e-06
[20,] 1.466506e-06 1.910092e-06 2.349765e-06 2.734406e-06 3.015432e-06
[21,] 1.442800e-06 1.899417e-06 2.361316e-06 2.775733e-06 3.090222e-06
[22,] 1.467458e-06 1.933537e-06 2.404951e-06 2.826880e-06 3.144805e-06
[23,] 1.571444e-06 2.049530e-06 2.522728e-06 2.933205e-06 3.225826e-06
[24,] 1.758280e-06 2.252179e-06 2.721840e-06 3.105857e-06 3.350007e-06
[25,] 2.008333e-06 2.518480e-06 2.978490e-06 3.323881e-06 3.503257e-06
[26,] 2.288085e-06 2.808826e-06 3.250215e-06 3.546436e-06 3.651229e-06
[27,] 2.560992e-06 3.080282e-06 3.490953e-06 3.728621e-06 3.754624e-06
[28,] 2.798783e-06 3.300534e-06 3.666949e-06 3.838353e-06 3.785936e-06
[29,] 2.989811e-06 3.458960e-06 3.770017e-06 3.870971e-06 3.744424e-06
[30,] 3.138377e-06 3.567580e-06 3.820313e-06 3.853723e-06 3.662037e-06
[31,] 3.252595e-06 3.647649e-06 3.852736e-06 3.833204e-06 3.592953e-06
[32,] 3.328135e-06 3.708579e-06 3.892329e-06 3.849284e-06 3.588431e-06
[33,] 3.341336e-06 3.734632e-06 3.934795e-06 3.910916e-06 3.670271e-06
[34,] 3.259542e-06 3.690869e-06 3.946575e-06 3.989832e-06 3.818764e-06
[35,] 3.062599e-06 3.545125e-06 3.884698e-06 4.035746e-06 3.981414e-06
[36,] 2.760361e-06 3.290736e-06 3.722781e-06 4.002610e-06 4.096062e-06
[37,] 2.394674e-06 2.955783e-06 3.467719e-06 3.871318e-06 4.116768e-06
[38,] 2.025956e-06 2.595387e-06 3.160235e-06 3.659787e-06 4.032974e-06
[39,] 1.712841e-06 2.272876e-06 2.861151e-06 3.417763e-06 3.875203e-06
[40,] 1.493647e-06 2.037768e-06 2.628530e-06 3.206800e-06 3.701789e-06
[41,] 1.374885e-06 1.907266e-06 2.492462e-06 3.070237e-06 3.567378e-06
[42,] 1.329871e-06 1.857970e-06 2.437854e-06 3.006261e-06 3.487135e-06
[43,] 1.309102e-06 1.833689e-06 2.406728e-06 2.961815e-06 3.420264e-06
[44,] 1.260174e-06 1.769085e-06 2.323461e-06 2.856257e-06 3.288441e-06
[45,] 1.149114e-06 1.618869e-06 2.131544e-06 2.623881e-06 3.020846e-06
[46,] 9.725977e-07 1.376972e-06 1.820916e-06 2.249609e-06 2.597029e-06
[47,] 7.551380e-07 1.075496e-06 1.430258e-06 1.776185e-06 2.060096e-06
[48,] 5.342470e-07 7.659372e-07 1.025143e-06 1.280975e-06 1.494490e-06
[49,] 3.430593e-07 4.952754e-07 6.674512e-07 8.396543e-07 9.860676e-07
[50,] 1.994373e-07 2.899971e-07 3.935972e-07 4.986413e-07 5.896732e-07
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.297809e-08 1.513571e-07 2.303037e-07 3.276075e-07 4.357666e-07
 [2,] 1.432291e-07 2.358141e-07 3.630620e-07 5.228409e-07 7.044652e-07
 [3,] 1.998724e-07 3.332049e-07 5.197535e-07 7.588364e-07 1.037351e-06
 [4,] 2.534665e-07 4.284646e-07 6.782119e-07 1.005642e-06 1.397506e-06
 [5,] 2.932542e-07 5.034763e-07 8.102152e-07 1.222645e-06 1.731093e-06
 [6,] 3.111080e-07 5.433197e-07 8.906372e-07 1.370855e-06 1.982303e-06
 [7,] 3.048256e-07 5.417419e-07 9.060010e-07 1.425290e-06 2.109762e-06
 [8,] 2.794510e-07 5.034049e-07 8.584862e-07 1.381778e-06 2.097096e-06
 [9,] 2.468783e-07 4.428268e-07 7.646788e-07 1.256553e-06 1.954977e-06
[10,] 2.251260e-07 3.819839e-07 6.514997e-07 1.081243e-06 1.716938e-06
[11,] 2.381565e-07 3.484708e-07 5.522694e-07 8.969808e-07 1.432752e-06
[12,] 3.151438e-07 3.740593e-07 5.037888e-07 7.493562e-07 1.161163e-06
[13,] 4.863363e-07 4.912780e-07 5.427644e-07 6.833124e-07 9.616453e-07
[14,] 7.733010e-07 7.254926e-07 6.991581e-07 7.362308e-07 8.846803e-07
[15,] 1.175366e-06 1.082974e-06 9.860213e-07 9.286863e-07 9.612966e-07
[16,] 1.659495e-06 1.540240e-06 1.389201e-06 1.254977e-06 1.193951e-06
[17,] 2.162797e-06 2.042779e-06 1.863373e-06 1.678013e-06 1.551737e-06
[18,] 2.611497e-06 2.518355e-06 2.340078e-06 2.133623e-06 1.973279e-06
[19,] 2.949226e-06 2.901525e-06 2.747650e-06 2.546167e-06 2.379420e-06
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[31,] 3.733553e-06 2.681400e-06 1.815129e-06 1.155950e-06 6.915689e-07
[32,] 3.545399e-06 2.598347e-06 1.792814e-06 1.162605e-06 7.076821e-07
[33,] 3.321068e-06 2.483176e-06 1.746251e-06 1.153200e-06 7.143656e-07
[34,] 3.113101e-06 2.376405e-06 1.704522e-06 1.147223e-06 7.238407e-07
[35,] 2.971400e-06 2.317185e-06 1.696123e-06 1.163996e-06 7.483476e-07
[36,] 2.922253e-06 2.325745e-06 1.735368e-06 1.212883e-06 7.935736e-07
[37,] 2.947245e-06 2.386226e-06 1.809297e-06 1.283929e-06 8.523765e-07
[38,] 2.979745e-06 2.443813e-06 1.875423e-06 1.346178e-06 9.035882e-07
[39,] 2.929453e-06 2.424573e-06 1.876750e-06 1.358311e-06 9.190770e-07
[40,] 2.725827e-06 2.270901e-06 1.768894e-06 1.288110e-06 8.768332e-07
[41,] 2.354881e-06 1.971907e-06 1.543634e-06 1.129569e-06 7.726354e-07
[42,] 1.866122e-06 1.569504e-06 1.233913e-06 9.067621e-07 6.228497e-07
[43,] 1.346710e-06 1.137310e-06 8.977371e-07 6.623424e-07 4.567528e-07
[44,] 8.812771e-07 7.472844e-07 5.922276e-07 4.386580e-07 3.036727e-07
[45,] 5.215765e-07 4.441263e-07 3.534147e-07 2.628225e-07 1.826638e-07
[46,] 2.787059e-07 2.383582e-07 1.904848e-07 1.422495e-07 9.926952e-08
[47,] 1.342963e-07 1.153830e-07 9.262340e-08 6.947298e-08 4.869051e-08
[48,] 5.829796e-08 5.033064e-08 4.059438e-08 3.058936e-08 2.153593e-08
[49,] 2.278056e-08 1.976757e-08 1.602326e-08 1.213316e-08 8.583029e-09
[50,] 8.007369e-09 6.985456e-09 5.691998e-09 4.332276e-09 3.080108e-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  
  2.355e+03    2.910e-02  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7tpep1256847458.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] 5206.885 5245.584 5284.282 5322.981 5361.679 5400.378 5439.076 5477.775
 [9] 5516.474 5555.172 5593.871 5632.569 5671.268 5709.966 5748.665 5787.364
[17] 5826.062 5864.761 5903.459 5942.158 5980.856 6019.555 6058.254 6096.952
[25] 6135.651 6174.349 6213.048 6251.746 6290.445 6329.144 6367.842 6406.541
[33] 6445.239 6483.938 6522.636 6561.335 6600.034 6638.732 6677.431 6716.129
[41] 6754.828 6793.526 6832.225 6870.924 6909.622 6948.321 6987.019 7025.718
[49] 7064.416 7103.115

$yords
 [1] 1207.971 1288.605 1369.240 1449.874 1530.509 1611.143 1691.778 1772.412
 [9] 1853.046 1933.681 2014.315 2094.950 2175.584 2256.219 2336.853 2417.488
[17] 2498.122 2578.757 2659.391 2740.025 2820.660 2901.294 2981.929 3062.563
[25] 3143.198 3223.832 3304.467 3385.101 3465.736 3546.370 3627.005 3707.639
[33] 3788.273 3868.908 3949.542 4030.177 4110.811 4191.446 4272.080 4352.715
[41] 4433.349 4513.984 4594.618 4675.252 4755.887 4836.521 4917.156 4997.790
[49] 5078.425 5159.059

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.279246e-11 4.054043e-11 1.208126e-10 3.391056e-10 8.981627e-10
 [2,] 2.462662e-11 7.824151e-11 2.333454e-10 6.541071e-10 1.725982e-09
 [3,] 4.366135e-11 1.393328e-10 4.168543e-10 1.170362e-09 3.087259e-09
 [4,] 7.115749e-11 2.283952e-10 6.866427e-10 1.935008e-09 5.116108e-09
 [5,] 1.064747e-10 3.440650e-10 1.040713e-09 2.948315e-09 7.828490e-09
 [6,] 1.461675e-10 4.758507e-10 1.449416e-09 4.132560e-09 1.103547e-08
 [7,] 1.840297e-10 6.038592e-10 1.853389e-09 5.322758e-09 1.430989e-08
 [8,] 2.125598e-10 7.031021e-10 2.175307e-09 6.296305e-09 1.705510e-08
 [9,] 2.257006e-10 7.519660e-10 2.344639e-09 6.840925e-09 1.867924e-08
[10,] 2.222802e-10 7.424656e-10 2.327510e-09 6.838115e-09 1.881636e-08
[11,] 2.102693e-10 6.906879e-10 2.153223e-09 6.332035e-09 1.750481e-08
[12,] 2.146312e-10 6.515758e-10 1.940966e-09 5.577381e-09 1.527706e-08
[13,] 2.964898e-10 7.532059e-10 1.954483e-09 5.113035e-09 1.323047e-08
[14,] 5.977967e-10 1.279396e-09 2.741534e-09 5.970508e-09 1.328298e-08
[15,] 1.430900e-09 2.839094e-09 5.433075e-09 1.016133e-08 1.888931e-08
[16,] 3.431395e-09 6.654581e-09 1.225910e-08 2.154745e-08 3.641362e-08
[17,] 7.782341e-09 1.496722e-08 2.725864e-08 4.703453e-08 7.704384e-08
[18,] 1.651081e-08 3.151367e-08 5.703404e-08 9.775042e-08 1.586021e-07
[19,] 3.289815e-08 6.204367e-08 1.113481e-07 1.896706e-07 3.061404e-07
[20,] 6.219793e-08 1.150667e-07 2.036389e-07 3.434635e-07 5.505024e-07
[21,] 1.131190e-07 2.034935e-07 3.523307e-07 5.845850e-07 9.258857e-07
[22,] 2.006785e-07 3.482868e-07 5.848169e-07 9.465504e-07 1.470665e-06
[23,] 3.505378e-07 5.848133e-07 9.459273e-07 1.481054e-06 2.237911e-06
[24,] 6.032682e-07 9.702715e-07 1.509745e-06 2.275252e-06 3.318720e-06
[25,] 1.014413e-06 1.586388e-06 2.387314e-06 3.467560e-06 4.869525e-06
[26,] 1.644531e-06 2.528051e-06 3.716305e-06 5.242556e-06 7.118090e-06
[27,] 2.535529e-06 3.870373e-06 5.619145e-06 7.782979e-06 1.031521e-05
[28,] 3.677228e-06 5.617406e-06 8.129939e-06 1.117312e-05 1.461642e-05
[29,] 4.978475e-06 7.652329e-06 1.111530e-05 1.528232e-05 1.992278e-05
[30,] 6.262793e-06 9.720494e-06 1.423490e-05 1.969088e-05 2.575971e-05
[31,] 7.301967e-06 1.147035e-05 1.698394e-05 2.372359e-05 3.128690e-05
[32,] 7.882101e-06 1.255009e-05 1.882390e-05 2.661263e-05 3.548416e-05
[33,] 7.875997e-06 1.272414e-05 1.935650e-05 2.773905e-05 3.746328e-05
[34,] 7.288009e-06 1.195596e-05 1.846294e-05 2.684746e-05 3.677308e-05
[35,] 6.249932e-06 1.041778e-05 1.634224e-05 2.413236e-05 3.355461e-05
[36,] 4.971667e-06 8.424902e-06 1.343338e-05 2.015869e-05 2.847717e-05
[37,] 3.672063e-06 6.329362e-06 1.026396e-05 1.566282e-05 2.249718e-05
[38,] 2.520616e-06 4.421426e-06 7.296292e-06 1.132995e-05 1.655979e-05
[39,] 1.609371e-06 2.874332e-06 4.829668e-06 7.636861e-06 1.136747e-05
[40,] 9.564468e-07 1.740155e-06 2.978996e-06 4.800047e-06 7.282341e-06
[41,] 5.293550e-07 9.816192e-07 1.713123e-06 2.814781e-06 4.356000e-06
[42,] 2.729356e-07 5.161132e-07 9.187727e-07 1.540386e-06 2.433315e-06
[43,] 1.311186e-07 2.529579e-07 4.595825e-07 7.866840e-07 1.269256e-06
[44,] 5.868751e-08 1.155633e-07 2.143824e-07 3.748351e-07 6.179458e-07
[45,] 2.446916e-08 4.919777e-08 9.322285e-08 1.665407e-07 2.805998e-07
[46,] 9.500238e-09 1.950889e-08 3.776700e-08 6.894658e-08 1.187242e-07
[47,] 3.433075e-09 7.201454e-09 1.424393e-08 2.657088e-08 4.675236e-08
[48,] 1.153994e-09 2.472785e-09 4.996659e-09 9.521917e-09 1.711282e-08
[49,] 3.605676e-10 7.891459e-10 1.628610e-09 3.169202e-09 5.814416e-09
[50,] 1.046362e-10 2.338396e-10 4.926751e-10 9.784526e-10 1.831312e-09
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 2.249223e-09 5.336315e-09 1.201712e-08 2.572710e-08 5.241748e-08
 [2,] 4.294345e-09 1.009325e-08 2.245243e-08 4.735752e-08 9.486339e-08
 [3,] 7.661919e-09 1.791799e-08 3.955186e-08 8.255489e-08 1.632206e-07
 [4,] 1.270487e-08 2.967015e-08 6.525379e-08 1.353654e-07 2.653020e-07
 [5,] 1.949885e-08 4.560348e-08 1.002635e-07 2.074949e-07 4.047743e-07
 [6,] 2.761815e-08 6.482910e-08 1.428606e-07 2.958537e-07 5.764706e-07
 [7,] 3.603232e-08 8.503013e-08 1.881881e-07 3.909433e-07 7.630501e-07
 [8,] 4.325153e-08 1.027401e-07 2.287286e-07 4.775664e-07 9.358664e-07
 [9,] 4.774362e-08 1.142716e-07 2.562254e-07 5.385166e-07 1.061545e-06
[10,] 4.848497e-08 1.170005e-07 2.644778e-07 5.602463e-07 1.112673e-06
[11,] 4.540964e-08 1.104453e-07 2.517853e-07 5.380464e-07 1.078032e-06
[12,] 3.959420e-08 9.668276e-08 2.219168e-07 4.782657e-07 9.674050e-07
[13,] 3.325939e-08 8.013716e-08 1.834416e-07 3.968399e-07 8.089568e-07
[14,] 2.996022e-08 6.740011e-08 1.485292e-07 3.158970e-07 6.417836e-07
[15,] 3.548975e-08 6.807314e-08 1.330674e-07 2.617783e-07 5.094300e-07
[16,] 5.987588e-08 9.738197e-08 1.595742e-07 2.673340e-07 4.596972e-07
[17,] 1.202950e-07 1.803550e-07 2.627865e-07 3.787695e-07 5.520385e-07
[18,] 2.437944e-07 3.558131e-07 4.953389e-07 6.634656e-07 8.679298e-07
[19,] 4.678296e-07 6.769156e-07 9.285790e-07 1.211646e-06 1.514417e-06
[20,] 8.368178e-07 1.205014e-06 1.643293e-06 2.124112e-06 2.609891e-06
[21,] 1.395499e-06 1.997019e-06 2.709552e-06 3.483790e-06 4.247836e-06
[22,] 2.184924e-06 3.093792e-06 4.164852e-06 5.321734e-06 6.450218e-06
[23,] 3.251253e-06 4.524379e-06 6.010656e-06 7.603188e-06 9.141299e-06
[24,] 4.674877e-06 6.339674e-06 8.248390e-06 1.026304e-05 1.217949e-05
[25,] 6.612418e-06 8.671312e-06 1.095583e-05 1.329832e-05 1.546245e-05
[26,] 9.320696e-06 1.178035e-05 1.436564e-05 1.687868e-05 1.906776e-05
[27,] 1.311677e-05 1.603594e-05 1.887277e-05 2.139024e-05 2.333638e-05
[28,] 1.824420e-05 2.177672e-05 2.490410e-05 2.732677e-05 2.879618e-05
[29,] 2.467058e-05 2.907035e-05 3.265163e-05 3.501256e-05 3.589225e-05
[30,] 3.190929e-05 3.747422e-05 4.177556e-05 4.425973e-05 4.461678e-05
[31,] 3.898924e-05 4.594979e-05 5.125399e-05 5.415259e-05 5.423707e-05
[32,] 4.464733e-05 5.304027e-05 5.952351e-05 6.313287e-05 6.331572e-05
[33,] 4.770276e-05 5.728843e-05 6.491216e-05 6.941588e-05 7.008019e-05
[34,] 4.745834e-05 5.772633e-05 6.619548e-05 7.157843e-05 7.300259e-05
[35,] 4.394189e-05 5.421086e-05 6.302010e-05 6.904943e-05 7.132441e-05
[36,] 3.787859e-05 4.745266e-05 5.600267e-05 6.228119e-05 6.528921e-05
[37,] 3.042292e-05 3.874439e-05 4.648175e-05 5.254937e-05 5.600688e-05
[38,] 2.278823e-05 2.953496e-05 3.606518e-05 4.150914e-05 4.505355e-05
[39,] 1.593358e-05 2.103916e-05 2.618123e-05 3.071910e-05 3.400628e-05
[40,] 1.040681e-05 1.401426e-05 1.779222e-05 2.130759e-05 2.408824e-05
[41,] 6.351929e-06 8.731612e-06 1.132052e-05 1.385081e-05 1.600616e-05
[42,] 3.623331e-06 5.088082e-06 6.741341e-06 8.432300e-06 9.966989e-06
[43,] 1.931054e-06 2.771515e-06 3.754154e-06 4.802229e-06 5.807258e-06
[44,] 9.609057e-07 1.409885e-06 1.952679e-06 2.554405e-06 3.160022e-06
[45,] 4.460132e-07 6.689843e-07 9.471960e-07 1.266780e-06 1.602598e-06
[46,] 1.928726e-07 2.956519e-07 4.277598e-07 5.845798e-07 7.559122e-07
[47,] 7.759824e-08 1.215037e-07 1.795327e-07 2.505482e-07 3.309586e-07
[48,] 2.900377e-08 4.635933e-08 6.990614e-08 9.955507e-08 1.342637e-07
[49,] 1.005616e-08 1.639587e-08 2.521181e-08 3.661448e-08 5.039144e-08
[50,] 3.229624e-09 5.366968e-09 8.409298e-09 1.244626e-08 1.747471e-08
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 1.016806e-07 1.877382e-07 3.296131e-07 5.494715e-07 8.681043e-07
 [2,] 1.806777e-07 3.273988e-07 5.644251e-07 9.251334e-07 1.439936e-06
 [3,] 3.061581e-07 5.454994e-07 9.239620e-07 1.488027e-06 2.277667e-06
 [4,] 4.920597e-07 8.649656e-07 1.442877e-06 2.286040e-06 3.441293e-06
 [5,] 7.454458e-07 1.298014e-06 2.140068e-06 3.344999e-06 4.961122e-06
 [6,] 1.058221e-06 1.832626e-06 2.998307e-06 4.640494e-06 6.802205e-06
 [7,] 1.400796e-06 2.421525e-06 3.946705e-06 6.072415e-06 8.830795e-06
 [8,] 1.722816e-06 2.982146e-06 4.858935e-06 7.460318e-06 1.080609e-05
 [9,] 1.964028e-06 3.413271e-06 5.576827e-06 8.574432e-06 1.241807e-05
[10,] 2.073023e-06 3.625537e-06 5.956474e-06 9.200270e-06 1.337138e-05
[11,] 2.026031e-06 3.573489e-06 5.918873e-06 9.212704e-06 1.348548e-05
[12,] 1.836609e-06 3.273578e-06 5.480677e-06 8.624165e-06 1.276386e-05
[13,] 1.551705e-06 2.799259e-06 4.749475e-06 7.582139e-06 1.139622e-05
[14,] 1.237606e-06 2.257309e-06 3.887557e-06 6.318331e-06 9.692631e-06
[15,] 9.652481e-07 1.759996e-06 3.065221e-06 5.077677e-06 7.984500e-06
[16,] 8.043607e-07 1.408848e-06 2.428192e-06 4.062954e-06 6.540775e-06
[17,] 8.298288e-07 1.297278e-06 2.092560e-06 3.417156e-06 5.532846e-06
[18,] 1.134841e-06 1.526333e-06 2.162355e-06 3.241415e-06 5.050845e-06
[19,] 1.837867e-06 2.217131e-06 2.749746e-06 3.625281e-06 5.146100e-06
[20,] 3.068662e-06 3.500579e-06 3.973123e-06 4.658592e-06 5.862584e-06
[21,] 4.926417e-06 5.474001e-06 5.918050e-06 6.403957e-06 7.228771e-06
[22,] 7.421992e-06 8.135821e-06 8.569974e-06 8.834411e-06 9.207725e-06
[23,] 1.043925e-05 1.133599e-05 1.175688e-05 1.177252e-05 1.163701e-05
[24,] 1.376054e-05 1.479282e-05 1.515602e-05 1.488588e-05 1.421173e-05
[25,] 1.717898e-05 1.820589e-05 1.839978e-05 1.777826e-05 1.655339e-05
[26,] 2.066352e-05 2.143579e-05 2.125826e-05 2.016190e-05 1.835890e-05
[27,] 2.447961e-05 2.465442e-05 2.380733e-05 2.202930e-05 1.956203e-05
[28,] 2.915122e-05 2.834580e-05 2.646313e-05 2.371256e-05 2.040715e-05
[29,] 3.521463e-05 3.309540e-05 2.981376e-05 2.575908e-05 2.136670e-05
[30,] 4.284299e-05 3.923110e-05 3.429494e-05 2.865497e-05 2.291979e-05
[31,] 5.153504e-05 4.649489e-05 3.986783e-05 3.252944e-05 2.529869e-05
[32,] 6.007104e-05 5.394476e-05 4.588387e-05 3.700240e-05 2.833816e-05
[33,] 6.681408e-05 6.017784e-05 5.123167e-05 4.126609e-05 3.150788e-05
[34,] 7.024407e-05 6.378988e-05 5.470605e-05 4.436129e-05 3.410402e-05
[35,] 6.947803e-05 6.385505e-05 5.542054e-05 4.550746e-05 3.549389e-05
[36,] 6.454255e-05 6.021065e-05 5.307690e-05 4.433553e-05 3.529814e-05
[37,] 5.630636e-05 5.345014e-05 4.800209e-05 4.094800e-05 3.345387e-05
[38,] 4.615095e-05 4.467799e-05 4.098655e-05 3.582814e-05 3.017539e-05
[39,] 3.555263e-05 3.516679e-05 3.303017e-05 2.967453e-05 2.586607e-05
[40,] 2.573794e-05 2.605249e-05 2.509940e-05 2.323160e-05 2.102401e-05
[41,] 1.749630e-05 1.814343e-05 1.795457e-05 1.715363e-05 1.615564e-05
[42,] 1.115253e-05 1.185620e-05 1.206328e-05 1.191341e-05 1.169763e-05
[43,] 6.653158e-06 7.253488e-06 7.593046e-06 7.760069e-06 7.953892e-06
[44,] 3.706472e-06 4.144470e-06 4.465796e-06 4.727713e-06 5.063527e-06
[45,] 1.923935e-06 2.206388e-06 2.448359e-06 2.687536e-06 3.010339e-06
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[26,] 7.219883e-05 7.734998e-05 8.134729e-05 8.368749e-05 8.404436e-05
[27,] 7.290279e-05 8.060478e-05 8.690131e-05 9.119997e-05 9.314082e-05
[28,] 7.428053e-05 8.374269e-05 9.156678e-05 9.714409e-05 1.001461e-04
[29,] 7.562802e-05 8.612585e-05 9.479197e-05 1.010569e-04 1.046709e-04
[30,] 7.602656e-05 8.699822e-05 9.602674e-05 1.026101e-04 1.065926e-04
[31,] 7.466196e-05 8.570747e-05 9.482504e-05 1.015836e-04 1.059051e-04
[32,] 7.105260e-05 8.186391e-05 9.090926e-05 9.781789e-05 1.025549e-04
[33,] 6.517236e-05 7.545037e-05 8.425230e-05 9.125427e-05 9.642965e-05
[34,] 5.748771e-05 6.690123e-05 7.520134e-05 8.210116e-05 8.756046e-05
[35,] 4.890574e-05 5.711733e-05 6.457766e-05 7.103012e-05 7.641579e-05
[36,] 4.060493e-05 4.734634e-05 5.363070e-05 5.922369e-05 6.405468e-05
[37,] 3.374524e-05 3.889596e-05 4.377399e-05 4.815463e-05 5.196570e-05
[38,] 2.912769e-05 3.275043e-05 3.616704e-05 3.914587e-05 4.161965e-05
[39,] 2.693623e-05 2.925021e-05 3.132856e-05 3.291841e-05 3.395800e-05
[40,] 2.668528e-05 2.799277e-05 2.897810e-05 2.936307e-05 2.908921e-05
[41,] 2.740819e-05 2.801140e-05 2.819030e-05 2.765266e-05 2.634313e-05
[42,] 2.800695e-05 2.815028e-05 2.778409e-05 2.662733e-05 2.463285e-05
[43,] 2.761190e-05 2.746522e-05 2.675933e-05 2.525506e-05 2.292294e-05
[44,] 2.581064e-05 2.548548e-05 2.459237e-05 2.295867e-05 2.058201e-05
[45,] 2.268281e-05 2.225970e-05 2.129732e-05 1.969912e-05 1.749388e-05
[46,] 1.866973e-05 1.821685e-05 1.728268e-05 1.583897e-05 1.394153e-05
[47,] 1.436531e-05 1.394142e-05 1.311350e-05 1.190138e-05 1.037683e-05
[48,] 1.031928e-05 9.966684e-06 9.295931e-06 8.350963e-06 7.205983e-06
[49,] 6.910645e-06 6.648688e-06 6.152842e-06 5.471224e-06 4.669151e-06
[50,] 4.306994e-06 4.132892e-06 3.799095e-06 3.345954e-06 2.823706e-06
             [,36]        [,37]        [,38]        [,39]        [,40]
 [1,] 5.258705e-09 1.955313e-09 6.785212e-10 2.197376e-10 6.640876e-11
 [2,] 9.062471e-09 3.395802e-09 1.187681e-09 3.877025e-10 1.181192e-10
 [3,] 1.436817e-08 5.423593e-09 1.911189e-09 6.286730e-10 1.930320e-10
 [4,] 2.099193e-08 7.978629e-09 2.831593e-09 9.382742e-10 2.902716e-10
 [5,] 2.833037e-08 1.083708e-08 3.872109e-09 1.292219e-09 4.027911e-10
 [6,] 3.546633e-08 1.365093e-08 4.910970e-09 1.651475e-09 5.192665e-10
 [7,] 4.154224e-08 1.610451e-08 5.844711e-09 1.987196e-09 6.337712e-10
 [8,] 4.646062e-08 1.823627e-08 6.731565e-09 2.343212e-09 7.725686e-10
 [9,] 5.206050e-08 2.104162e-08 8.091525e-09 2.981585e-09 1.063122e-09
[10,] 6.419422e-08 2.765267e-08 1.155227e-08 4.724643e-09 1.909976e-09
[11,] 9.654013e-08 4.568012e-08 2.122793e-08 9.737391e-09 4.425543e-09
[12,] 1.772482e-07 9.158370e-08 4.647020e-08 2.319826e-08 1.141709e-08
[13,] 3.591029e-07 1.979382e-07 1.068300e-07 5.656805e-08 2.948354e-08
[14,] 7.322928e-07 4.238540e-07 2.400449e-07 1.334380e-07 7.315160e-08
[15,] 1.436220e-06 8.675007e-07 5.135001e-07 2.991425e-07 1.724658e-07
[16,] 2.664494e-06 1.678180e-06 1.038939e-06 6.353162e-07 3.858750e-07
[17,] 4.657753e-06 3.064686e-06 1.989280e-06 1.279938e-06 8.200284e-07
[18,] 7.683579e-06 5.297144e-06 3.614753e-06 2.451060e-06 1.655891e-06
[19,] 1.200874e-05 8.699465e-06 6.251726e-06 4.466791e-06 3.174632e-06
[20,] 1.786970e-05 1.362604e-05 1.031047e-05 7.744729e-06 5.766628e-06
[21,] 2.543846e-05 2.040950e-05 1.622082e-05 1.275532e-05 9.897104e-06
[22,] 3.476957e-05 2.926471e-05 2.431709e-05 1.990664e-05 1.600347e-05
[23,] 4.571777e-05 4.015185e-05 3.466952e-05 2.936602e-05 2.432537e-05
[24,] 5.784625e-05 5.264226e-05 4.691740e-05 4.087565e-05 3.471900e-05
[25,] 7.038754e-05 6.587170e-05 6.020393e-05 5.366694e-05 4.655599e-05
[26,] 8.232845e-05 7.866234e-05 7.330432e-05 6.657242e-05 5.880665e-05
[27,] 9.263509e-05 8.981709e-05 8.495020e-05 7.834439e-05 7.032519e-05
[28,] 1.005316e-04 9.846824e-05 9.421780e-05 8.804918e-05 8.021923e-05
[29,] 1.056744e-04 1.042853e-04 1.007624e-04 9.531373e-05 8.809038e-05
[30,] 1.081006e-04 1.073993e-04 1.047377e-04 1.002528e-04 9.397452e-05
[31,] 1.079745e-04 1.080770e-04 1.064329e-04 1.031025e-04 9.799800e-05
[32,] 1.053176e-04 1.063678e-04 1.058706e-04 1.038049e-04 9.998109e-05
[33,] 9.994330e-05 1.019929e-04 1.026637e-04 1.018534e-04 9.929407e-05
[34,] 9.168572e-05 9.458981e-05 9.627048e-05 9.655369e-05 9.512132e-05
[35,] 8.078356e-05 8.417007e-05 8.650235e-05 8.755929e-05 8.700364e-05
[36,] 6.813791e-05 7.146893e-05 7.394421e-05 7.533425e-05 7.531645e-05
[37,] 5.521990e-05 5.792044e-05 5.998616e-05 6.122541e-05 6.136364e-05
[38,] 4.362913e-05 4.523098e-05 4.641669e-05 4.707536e-05 4.700869e-05
[39,] 3.453284e-05 3.478192e-05 3.480244e-05 3.459275e-05 3.404860e-05
[40,] 2.828784e-05 2.718509e-05 2.599112e-05 2.482015e-05 2.366530e-05
[41,] 2.442767e-05 2.220156e-05 1.996857e-05 1.794223e-05 1.620095e-05
[42,] 2.198437e-05 1.901347e-05 1.607876e-05 1.345818e-05 1.129076e-05
[43,] 1.994838e-05 1.666251e-05 1.343260e-05 1.055773e-05 8.206112e-06
[44,] 1.763788e-05 1.442645e-05 1.128271e-05 8.486592e-06 6.204926e-06
[45,] 1.484051e-05 1.198967e-05 9.217412e-06 6.756382e-06 4.749051e-06
[46,] 1.172924e-05 9.397467e-06 7.153715e-06 5.171238e-06 3.556481e-06
[47,] 8.656882e-06 6.885158e-06 5.205205e-06 3.733176e-06 2.538721e-06
[48,] 5.955047e-06 4.698672e-06 3.529065e-06 2.516532e-06 1.700600e-06
[49,] 3.817843e-06 2.984542e-06 2.224823e-06 1.577233e-06 1.060730e-06
[50,] 2.282561e-06 1.765478e-06 1.304230e-06 9.180655e-07 6.141816e-07
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 1.872899e-11 4.929037e-12 1.210479e-12 2.773915e-13 5.931493e-14
 [2,] 3.358546e-11 8.912075e-12 2.206946e-12 5.100168e-13 1.099906e-13
 [3,] 5.532231e-11 1.479884e-11 3.694923e-12 8.610736e-13 1.873081e-13
 [4,] 8.383888e-11 2.260782e-11 5.692082e-12 1.338296e-12 2.939316e-13
 [5,] 1.172772e-10 3.190254e-11 8.111285e-12 1.929082e-12 4.298165e-13
 [6,] 1.527396e-10 4.207102e-11 1.087085e-11 2.643921e-12 6.091470e-13
 [7,] 1.900191e-10 5.376343e-11 1.444985e-11 3.731809e-12 9.445069e-13
 [8,] 2.429496e-10 7.365940e-11 2.188121e-11 6.513727e-12 1.997192e-12
 [9,] 3.714894e-10 1.291602e-10 4.541898e-11 1.640092e-11 6.146848e-12
[10,] 7.700330e-10 3.119932e-10 1.278753e-10 5.330669e-11 2.266820e-11
[11,] 1.999316e-09 9.012795e-10 4.074453e-10 1.856480e-10 8.545271e-11
[12,] 5.558296e-09 2.690817e-09 1.303409e-09 6.347198e-10 3.107999e-10
[13,] 1.520319e-08 7.806357e-09 4.015017e-09 2.073565e-09 1.071946e-09
[14,] 3.979269e-08 2.161439e-08 1.176884e-08 6.417654e-09 3.482452e-09
[15,] 9.900555e-08 5.685468e-08 3.268762e-08 1.873429e-08 1.061055e-08
[16,] 2.339128e-07 1.418045e-07 8.576316e-08 5.138992e-08 3.021097e-08
[17,] 5.245149e-07 3.346368e-07 2.118638e-07 1.319964e-07 8.013681e-08
[18,] 1.114654e-06 7.450163e-07 4.910885e-07 3.164559e-07 1.975484e-07
[19,] 2.239373e-06 1.559703e-06 1.064667e-06 7.063262e-07 4.517652e-07
[20,] 4.240187e-06 3.060679e-06 2.153074e-06 1.464950e-06 9.573600e-07
[21,] 7.543662e-06 5.614852e-06 4.053899e-06 2.820322e-06 1.879333e-06
[22,] 1.257813e-05 9.612101e-06 7.099665e-06 5.039093e-06 3.418941e-06
[23,] 1.962491e-05 1.534455e-05 1.156675e-05 8.362746e-06 5.772331e-06
[24,] 2.864578e-05 2.285766e-05 1.755567e-05 1.291796e-05 9.068148e-06
[25,] 3.917531e-05 3.184584e-05 2.489834e-05 1.864075e-05 1.331037e-05
[26,] 5.037207e-05 4.167524e-05 3.315993e-05 2.526607e-05 1.836314e-05
[27,] 6.125365e-05 5.156242e-05 4.176408e-05 3.240824e-05 2.399774e-05
[28,] 7.101778e-05 6.083358e-05 5.018684e-05 3.969489e-05 2.997728e-05
[29,] 7.925923e-05 6.910429e-05 5.809246e-05 4.685900e-05 3.611106e-05
[30,] 8.592210e-05 7.623902e-05 6.529497e-05 5.369923e-05 4.221301e-05
[31,] 9.099504e-05 8.209249e-05 7.154545e-05 5.990874e-05 4.796632e-05
[32,] 9.415826e-05 8.621387e-05 7.629667e-05 6.489578e-05 5.279109e-05
[33,] 9.466651e-05 8.776590e-05 7.865951e-05 6.777148e-05 5.585362e-05
[34,] 9.161598e-05 8.579218e-05 7.766458e-05 6.759687e-05 5.628873e-05
[35,] 8.447549e-05 7.972253e-05 7.272954e-05 6.380147e-05 5.356087e-05
[36,] 7.355642e-05 6.981662e-05 6.406390e-05 5.654108e-05 4.777024e-05
[37,] 6.011217e-05 5.725827e-05 5.275295e-05 4.677063e-05 3.971576e-05
[38,] 4.598668e-05 4.382343e-05 4.045108e-05 3.597084e-05 3.066283e-05
[39,] 3.300468e-05 3.130031e-05 2.884583e-05 2.566993e-05 2.193395e-05
[40,] 2.242536e-05 2.096269e-05 1.916669e-05 1.700164e-05 1.452666e-05
[41,] 1.470055e-05 1.332511e-05 1.194893e-05 1.048673e-05 8.919342e-06
[42,] 9.576851e-06 8.221385e-06 7.093182e-06 6.076401e-06 5.100497e-06
[43,] 6.406711e-06 5.084103e-06 4.112329e-06 3.364501e-06 2.744311e-06
[44,] 4.478940e-06 3.250616e-06 2.408198e-06 1.830365e-06 1.416075e-06
[45,] 3.235380e-06 2.171546e-06 1.465439e-06 1.012655e-06 7.219867e-07
[46,] 2.339754e-06 1.487972e-06 9.301637e-07 5.842230e-07 3.765300e-07
[47,] 1.639774e-06 1.011101e-06 6.012494e-07 3.506473e-07 2.052299e-07
[48,] 1.088461e-06 6.608085e-07 3.823358e-07 2.128944e-07 1.160107e-07
[49,] 6.755071e-07 4.070854e-07 2.324451e-07 1.263123e-07 6.593809e-08
[50,] 3.895551e-07 2.338233e-07 1.327167e-07 7.130982e-08 3.642016e-08
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.183494e-14 2.203433e-15 3.828005e-16 6.205930e-17 9.389904e-18
 [2,] 2.213664e-14 4.157910e-15 7.289555e-16 1.193220e-16 1.824927e-17
 [3,] 3.803759e-14 7.213391e-15 1.278284e-15 2.120050e-16 3.302796e-17
 [4,] 6.034672e-14 1.159882e-14 2.093836e-15 3.576540e-16 5.878662e-17
 [5,] 9.000343e-14 1.783072e-14 3.389822e-15 6.366569e-16 1.243556e-16
 [6,] 1.346212e-13 2.922646e-14 6.493433e-15 1.558025e-15 4.194712e-16
 [7,] 2.416942e-13 6.513055e-14 1.913600e-14 6.163727e-15 2.116084e-15
 [8,] 6.469529e-13 2.240482e-13 8.222486e-14 3.120511e-14 1.190373e-14
 [9,] 2.397359e-12 9.660263e-13 3.960633e-13 1.621142e-13 6.505928e-14
[10,] 9.815388e-12 4.293178e-12 1.872342e-12 8.022083e-13 3.330974e-13
[11,] 3.961276e-11 1.832871e-11 8.358799e-12 3.708477e-12 1.582710e-12
[12,] 1.521451e-10 7.367275e-11 3.485064e-11 1.591930e-11 6.956410e-12
[13,] 5.499690e-10 2.768108e-10 1.350843e-10 6.327773e-11 2.823565e-11
[14,] 1.861132e-09 9.683875e-10 4.854506e-10 2.324983e-10 1.057275e-10
[15,] 5.874412e-09 3.145492e-09 1.614375e-09 7.887105e-10 3.649784e-10
[16,] 1.724354e-08 9.466614e-09 4.961396e-09 2.468389e-09 1.161117e-09
[17,] 4.696476e-08 2.635825e-08 1.407883e-08 7.124055e-09 3.403819e-09
[18,] 1.184904e-07 6.783203e-08 3.687199e-08 1.895913e-08 9.196096e-09
[19,] 2.766336e-07 1.612675e-07 8.911952e-08 4.653639e-08 2.290769e-08
[20,] 5.973704e-07 3.542168e-07 1.988675e-07 1.054212e-07 5.265751e-08
[21,] 1.193394e-06 7.192284e-07 4.100802e-07 2.206619e-07 1.118488e-07
[22,] 2.207657e-06 1.351790e-06 7.826853e-07 4.275646e-07 2.199912e-07
[23,] 3.788743e-06 2.357027e-06 1.386199e-06 7.691008e-07 4.019170e-07
[24,] 6.050655e-06 3.825847e-06 2.286807e-06 1.289617e-06 6.850997e-07
[25,] 9.033174e-06 5.809724e-06 3.532752e-06 2.027200e-06 1.096127e-06
[26,] 1.268712e-05 8.309082e-06 5.146518e-06 3.009138e-06 1.658457e-06
[27,] 1.689896e-05 1.128458e-05 7.129193e-06 4.253229e-06 2.392662e-06
[28,] 2.153917e-05 1.468157e-05 9.470875e-06 5.771047e-06 3.316705e-06
[29,] 2.648827e-05 1.843763e-05 1.214839e-05 7.561917e-06 4.439706e-06
[30,] 3.159524e-05 2.244402e-05 1.509233e-05 9.587041e-06 5.743301e-06
[31,] 3.657223e-05 2.646557e-05 1.812801e-05 1.172778e-05 7.153580e-06
[32,] 4.089936e-05 3.007340e-05 2.092872e-05 1.375376e-05 8.519985e-06
[33,] 4.384476e-05 3.266727e-05 2.303502e-05 1.533701e-05 9.624228e-06
[34,] 4.465382e-05 3.362685e-05 2.396787e-05 1.613087e-05 1.023163e-05
[35,] 4.284735e-05 3.254592e-05 2.340280e-05 1.589210e-05 1.017155e-05
[36,] 3.847388e-05 2.943172e-05 2.131998e-05 1.458801e-05 9.409540e-06
[37,] 3.216441e-05 2.475223e-05 1.804392e-05 1.242830e-05 8.071489e-06
[38,] 2.494594e-05 1.929556e-05 1.414451e-05 9.800240e-06 6.404232e-06
[39,] 1.790748e-05 1.391168e-05 1.024844e-05 7.139173e-06 4.692063e-06
[40,] 1.188430e-05 9.264083e-06 6.854206e-06 4.798320e-06 3.170529e-06
[41,] 7.292604e-06 5.695516e-06 4.228412e-06 2.973136e-06 1.974363e-06
[42,] 4.146484e-06 3.235122e-06 2.406173e-06 1.697794e-06 1.132530e-06
[43,] 2.196673e-06 1.702361e-06 1.264449e-06 8.937991e-07 5.983650e-07
[44,] 1.096830e-06 8.351314e-07 6.155723e-07 4.344143e-07 2.913442e-07
[45,] 5.270723e-07 3.868190e-07 2.795709e-07 1.956235e-07 1.309460e-07
[46,] 2.515557e-07 1.730084e-07 1.200887e-07 8.223955e-08 5.453909e-08
[47,] 1.234064e-07 7.721155e-08 4.996593e-08 3.275346e-08 2.122158e-08
[48,] 6.335263e-08 3.556151e-08 2.083085e-08 1.267218e-08 7.835169e-09
[49,] 3.361726e-08 1.714888e-08 8.991796e-09 4.930706e-09 2.817708e-09
[50,] 1.784079e-08 8.519464e-09 4.063907e-09 1.991710e-09 1.022415e-09

> 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  
  1523.2926       0.2948  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1jxm61256847457.ps tmp/1jxm61256847457.png")
> system("convert tmp/2uu2x1256847457.ps tmp/2uu2x1256847457.png")
> system("convert tmp/31nyh1256847457.ps tmp/31nyh1256847457.png")
> system("convert tmp/4q30o1256847457.ps tmp/4q30o1256847457.png")
> system("convert tmp/5vzjc1256847457.ps tmp/5vzjc1256847457.png")
> system("convert tmp/6jwr71256847457.ps tmp/6jwr71256847457.png")
> system("convert tmp/7tpep1256847458.ps tmp/7tpep1256847458.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.010   1.830   3.635