R version 2.7.0 (2008-04-22)
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.

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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(49,46,45,49,47,45,48,51,48,49,51,54,52,52,53,51,55,53,51,52,54,58,57,52,50,53,50,50,51,53,49,54,57,58,56,60,55,54,52,55,56,54,53,59,62,63,64,75,77,79,77,82,83,81,78,79,79,73,72,67)
> y <- c(0,9,1,4,6,21,24,23,22,21,20,16,18,18,24,16,15,24,18,15,4,3,6,5,12,12,12,14,12,17,12,20,21,15,22,19,19,26,25,19,20,30,31,35,33,26,25,17,14,8,12,7,4,10,8,16,14,20,9,10)
> x <- c(34,39,40,45,43,42,49,43,50,44,40,41,45,45,48,54,47,35,28,28,34,23,33,38,41,47,46,45,47,49,50,56,50,56,58,59,51,59,60,60,68,62,62,58,56,50,52,36,33,26,28,27,20,16,11,0,3,10,0,3)
> par7 = 'Consumptieprijzen'
> par6 = 'Sparen'
> par5 = 'Economische vooruitzichten'
> 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

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/10ieb1228769250.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/2sjzk1228769250.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/3u7lq1228769250.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/4n3j11228769250.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/5ljrb1228769250.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  
     5.5696       0.2579  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/6y2b71228769250.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] -6.0255447 -5.0653184 -4.1050921 -3.1448658 -2.1846395 -1.2244132
 [7] -0.2641868  0.6960395  1.6562658  2.6164921  3.5767184  4.5369447
[13]  5.4971710  6.4573974  7.4176237  8.3778500  9.3380763 10.2983026
[19] 11.2585289 12.2187553 13.1789816 14.1392079 15.0994342 16.0596605
[25] 17.0198868 17.9801132 18.9403395 19.9005658 20.8607921 21.8210184
[31] 22.7812447 23.7414711 24.7016974 25.6619237 26.6221500 27.5823763
[37] 28.5426026 29.5028290 30.4630553 31.4232816 32.3835079 33.3437342
[43] 34.3039605 35.2641868 36.2244132 37.1846395 38.1448658 39.1050921
[49] 40.0653184 41.0255447

$yords
 [1] 41.22425 42.15387 43.08350 44.01312 44.94274 45.87236 46.80199 47.73161
 [9] 48.66123 49.59085 50.52048 51.45010 52.37972 53.30934 54.23896 55.16859
[17] 56.09821 57.02783 57.95745 58.88708 59.81670 60.74632 61.67594 62.60557
[25] 63.53519 64.46481 65.39443 66.32406 67.25368 68.18330 69.11292 70.04255
[33] 70.97217 71.90179 72.83141 73.76104 74.69066 75.62028 76.54990 77.47952
[41] 78.40915 79.33877 80.26839 81.19801 82.12764 83.05726 83.98688 84.91650
[49] 85.84613 86.77575

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 1.783891e-03 3.335968e-03 5.518856e-03 8.166474e-03 1.097840e-02
 [2,] 2.825858e-03 5.217829e-03 8.529143e-03 1.248208e-02 1.661400e-02
 [3,] 4.227294e-03 7.711317e-03 1.246430e-02 1.805904e-02 2.383030e-02
 [4,] 5.975266e-03 1.077664e-02 1.724254e-02 2.476663e-02 3.245406e-02
 [5,] 7.987389e-03 1.425777e-02 2.261314e-02 3.225818e-02 4.206395e-02
 [6,] 1.010988e-02 1.788737e-02 2.817500e-02 4.000800e-02 5.204505e-02
 [7,] 1.213859e-02 2.132956e-02 3.344837e-02 4.741250e-02 6.171075e-02
 [8,] 1.386137e-02 2.425358e-02 3.798360e-02 5.392755e-02 7.045378e-02
 [9,] 1.510990e-02 2.641532e-02 4.146993e-02 5.919234e-02 7.786923e-02
[10,] 1.580240e-02 2.771582e-02 4.380102e-02 6.308890e-02 8.380012e-02
[11,] 1.595978e-02 2.821204e-02 4.506904e-02 6.571249e-02 8.829057e-02
[12,] 1.568789e-02 2.807447e-02 4.548956e-02 6.726833e-02 9.147513e-02
[13,] 1.513293e-02 2.750978e-02 4.529170e-02 6.794488e-02 9.346260e-02
[14,] 1.442903e-02 2.668239e-02 4.462313e-02 6.782339e-02 9.427035e-02
[15,] 1.365969e-02 2.566828e-02 4.351134e-02 6.686340e-02 9.383581e-02
[16,] 1.284782e-02 2.445814e-02 4.189446e-02 6.496579e-02 9.209173e-02
[17,] 1.197537e-02 2.300435e-02 3.970308e-02 6.208001e-02 8.906509e-02
[18,] 1.102124e-02 2.128747e-02 3.695395e-02 5.830646e-02 8.495617e-02
[19,] 9.999474e-03 1.937272e-02 3.381556e-02 5.395296e-02 8.017117e-02
[20,] 8.981842e-03 1.743373e-02 3.062086e-02 4.952682e-02 7.530310e-02
[21,] 8.096602e-03 1.573520e-02 2.782318e-02 4.566611e-02 7.106795e-02
[22,] 7.504085e-03 1.458060e-02 2.590903e-02 4.302807e-02 6.820450e-02
[23,] 7.356618e-03 1.423947e-02 2.528924e-02 4.215593e-02 6.734392e-02
[24,] 7.753652e-03 1.487242e-02 2.619218e-02 4.334684e-02 6.886061e-02
[25,] 8.703539e-03 1.647179e-02 2.858227e-02 4.654631e-02 7.273130e-02
[26,] 1.010259e-02 1.883390e-02 3.212539e-02 5.129873e-02 7.844698e-02
[27,] 1.173951e-02 2.157495e-02 3.621858e-02 5.678134e-02 8.502563e-02
[28,] 1.332835e-02 2.419382e-02 4.008883e-02 6.193294e-02 9.115285e-02
[29,] 1.456520e-02 2.617214e-02 4.294574e-02 6.565968e-02 9.543469e-02
[30,] 1.519538e-02 2.708744e-02 4.415157e-02 6.706873e-02 9.670085e-02
[31,] 1.507156e-02 2.670729e-02 4.336024e-02 6.566307e-02 9.426957e-02
[32,] 1.418492e-02 2.503517e-02 4.058331e-02 6.143873e-02 8.809282e-02
[33,] 1.265950e-02 2.229489e-02 3.616435e-02 5.485746e-02 7.874100e-02
[34,] 1.071319e-02 1.886150e-02 3.067493e-02 4.671037e-02 6.724053e-02
[35,] 8.599857e-03 1.516409e-02 2.477007e-02 3.792192e-02 5.482386e-02
[36,] 6.552295e-03 1.159240e-02 1.904905e-02 2.935576e-02 4.267036e-02
[37,] 4.741840e-03 8.432218e-03 1.395798e-02 2.167264e-02 3.170642e-02
[38,] 3.262188e-03 5.840236e-03 9.749543e-03 1.526449e-02 2.250230e-02
[39,] 2.135269e-03 3.854258e-03 6.494830e-03 1.026141e-02 1.526762e-02
[40,] 1.330907e-03 2.425244e-03 4.128516e-03 6.588839e-03 9.920114e-03
[41,] 7.905827e-04 1.455928e-03 2.505733e-03 4.046057e-03 6.190307e-03
[42,] 4.478982e-04 8.343797e-04 1.453422e-03 2.381246e-03 3.726974e-03
[43,] 2.421877e-04 4.568289e-04 8.069080e-04 1.347914e-03 2.179846e-03
[44,] 1.250785e-04 2.392150e-04 4.298779e-04 7.379369e-04 1.250098e-03
[45,] 6.175320e-05 1.200198e-04 2.206894e-04 3.938976e-04 7.105884e-04
[46,] 2.918454e-05 5.787128e-05 1.098899e-04 2.071573e-04 4.044077e-04
[47,] 1.323100e-05 2.694960e-05 5.356296e-05 1.085714e-04 2.317896e-04
[48,] 5.774610e-06 1.221116e-05 2.584834e-05 5.722966e-05 1.336659e-04
[49,] 2.440104e-06 5.438774e-06 1.249083e-05 3.044237e-05 7.696148e-05
[50,] 1.006693e-06 2.409646e-06 6.090604e-06 1.627260e-05 4.373628e-05
              [,6]         [,7]         [,8]        [,9]       [,10]
 [1,] 0.0136596732 0.0159935870 0.0177570939 0.018609498 0.018180440
 [2,] 0.0204895079 0.0237968049 0.0262160090 0.027271037 0.026479563
 [3,] 0.0291734231 0.0336603107 0.0368488345 0.038104525 0.036839545
 [4,] 0.0395108634 0.0453694417 0.0494353040 0.050899433 0.049095117
 [5,] 0.0510368522 0.0584401869 0.0634901769 0.065197839 0.062867845
 [6,] 0.0630878859 0.0721884578 0.0783298996 0.080353507 0.077609501
 [7,] 0.0749311878 0.0858555881 0.0931884258 0.095633130 0.092678972
 [8,] 0.0859139066 0.0987479020 0.1073467970 0.110334768 0.107441065
 [9,] 0.0955763996 0.1103432034 0.1202418574 0.123902633 0.121381292
[10,] 0.1036890980 0.1203358328 0.1315362941 0.136027953 0.134232847
[11,] 0.1102096348 0.1286236850 0.1411517762 0.146729700 0.146099814
[12,] 0.1151945080 0.1352640457 0.1492727040 0.156397546 0.157534422
[13,] 0.1187161539 0.1404265644 0.1563173338 0.165761791 0.169505581
[14,] 0.1208232632 0.1443535808 0.1628594835 0.175753538 0.183208795
[15,] 0.1215512388 0.1473190936 0.1694887496 0.187251603 0.199726176
[16,] 0.1209620879 0.1495760140 0.1766286044 0.200775107 0.219630336
[17,] 0.1191859924 0.1513005765 0.1843748429 0.216238596 0.242688536
[18,] 0.1164491735 0.1525653562 0.1924378908 0.232894542 0.267813787
[19,] 0.1130898455 0.1533748498 0.2002451570 0.249524279 0.293315450
[20,] 0.1095687990 0.1537684518 0.2071863522 0.264824486 0.317363618
[21,] 0.1064686733 0.1539475377 0.2129014718 0.277831015 0.338473623
[22,] 0.1044581860 0.1543479386 0.2174691128 0.288188822 0.355804296
[23,] 0.1041933467 0.1555848043 0.2213833129 0.296140777 0.369156130
[24,] 0.1061496120 0.1582504467 0.2253020996 0.302239877 0.378703108
[25,] 0.1104199953 0.1626227422 0.2296629628 0.306919837 0.384613623
[26,] 0.1165526196 0.1684020155 0.2343320793 0.310122039 0.386750722
[27,] 0.1235105114 0.1746025203 0.2384480955 0.311144512 0.384582087
[28,] 0.1298049055 0.1796732847 0.2405426480 0.308775762 0.377320662
[29,] 0.1337902332 0.1818336640 0.2389067792 0.301656451 0.364217966
[30,] 0.1340427110 0.1795227400 0.2320772110 0.288729760 0.344886621
[31,] 0.1297061856 0.1718163794 0.2192767214 0.269623097 0.319540793
[32,] 0.1206966246 0.1586785431 0.2006679107 0.244843420 0.289088692
[33,] 0.1077063214 0.1409751410 0.1773516882 0.215739580 0.255061565
[34,] 0.0920179723 0.1202611229 0.1511285464 0.184257984 0.219402545
[35,] 0.0751980270 0.0984212942 0.1241101388 0.152571491 0.184165545
[36,] 0.0587667989 0.0772791303 0.0983007708 0.122685561 0.151191832
[37,] 0.0439344119 0.0582799088 0.0752598673 0.096120465 0.121839780
[38,] 0.0314559666 0.0423143474 0.0559161744 0.073737573 0.096833103
[39,] 0.0216148004 0.0296968631 0.0405509760 0.055732073 0.076261346
[40,] 0.0143055423 0.0202670799 0.0289184467 0.041766237 0.059719257
[41,] 0.0091697752 0.0135581323 0.0204415165 0.031182523 0.046528216
[42,] 0.0057370397 0.0089728853 0.0144159490 0.023223965 0.035961786
[43,] 0.0035375423 0.0059246946 0.0101710861 0.017202953 0.027408587
[44,] 0.0021716280 0.0039226277 0.0071626957 0.012589725 0.020441076
[45,] 0.0013374553 0.0026026170 0.0050001066 0.009024739 0.014799687
[46,] 0.0008282837 0.0017196918 0.0034275570 0.006281578 0.010329326
[47,] 0.0005135771 0.0011205191 0.0022850143 0.004213219 0.006910299
[48,] 0.0003158328 0.0007123164 0.0014690491 0.002706844 0.004412493
[49,] 0.0001904355 0.0004376066 0.0009048409 0.001658432 0.002681276
[50,] 0.0001113762 0.0002578768 0.0005314001 0.000966005 0.001547502
            [,11]       [,12]       [,13]       [,14]       [,15]       [,16]
 [1,] 0.016364216 0.013535509 0.010429288 0.007765368 0.005935080 0.004951086
 [2,] 0.023770872 0.019748093 0.015466484 0.011894275 0.009511122 0.008283089
 [3,] 0.033069296 0.027697886 0.022150554 0.017648293 0.014733365 0.013296300
 [4,] 0.044190694 0.037454812 0.030698837 0.025364033 0.022010811 0.020427172
 [5,] 0.056898058 0.048961259 0.041223646 0.035274054 0.031634375 0.029973621
 [6,] 0.070801319 0.062006991 0.053662673 0.047398919 0.043643275 0.041948664
 [7,] 0.085395799 0.076218557 0.067719919 0.061451474 0.057708877 0.055957856
 [8,] 0.100128669 0.091086212 0.082857594 0.076806808 0.073096466 0.071162757
 [9,] 0.114504180 0.106056331 0.098381327 0.092588892 0.088758460 0.086382117
[10,] 0.128231099 0.120699899 0.113633979 0.107889990 0.103572971 0.100341084
[11,] 0.141388001 0.134925746 0.128260058 0.122078923 0.116679962 0.112019146
[12,] 0.154543162 0.149157769 0.142446390 0.135095620 0.127810510 0.120994985
[13,] 0.168743714 0.164372234 0.157021464 0.147607709 0.137485356 0.127669413
[14,] 0.185313350 0.181923539 0.173332222 0.160942069 0.146994048 0.133279026
[15,] 0.205474466 0.203173043 0.192905633 0.176789235 0.158143156 0.139681362
[16,] 0.229908029 0.229036966 0.217001428 0.196770774 0.172845329 0.148967296
[17,] 0.258425524 0.259626644 0.246216170 0.222010778 0.192670467 0.163005681
[18,] 0.289903693 0.294125669 0.280273481 0.252836763 0.218476595 0.183032898
[19,] 0.322523945 0.330942569 0.318045715 0.288668207 0.250193164 0.209372080
[20,] 0.354217548 0.368052537 0.357752143 0.328076209 0.286774558 0.241323345
[21,] 0.383123749 0.403369268 0.397225850 0.368956942 0.326304393 0.277226371
[22,] 0.407876211 0.435007703 0.434159410 0.408766856 0.366219176 0.314669025
[23,] 0.427636141 0.461389187 0.466300970 0.444795105 0.403619270 0.350798325
[24,] 0.441924906 0.481238314 0.491625473 0.474464689 0.435630331 0.382680915
[25,] 0.450396794 0.493563998 0.508511263 0.495639844 0.459764053 0.407657591
[26,] 0.452691350 0.497688352 0.515914259 0.506888140 0.474216425 0.423644272
[27,] 0.448430560 0.493319771 0.513489096 0.507631929 0.478049207 0.429347325
[28,] 0.437336338 0.480617485 0.501601710 0.498148416 0.471231362 0.424379853
[29,] 0.419391060 0.460196292 0.481219367 0.479431528 0.454557415 0.409278419
[30,] 0.394966591 0.433062765 0.453723125 0.452979219 0.429487223 0.385423682
[31,] 0.364883893 0.400517535 0.420719757 0.420583441 0.397952386 0.354867986
[32,] 0.330399016 0.364065303 0.383909786 0.384167589 0.362151951 0.320076233
[33,] 0.293122589 0.325343436 0.345012364 0.345663937 0.324336630 0.283601597
[34,] 0.254875319 0.286041078 0.305698732 0.306890298 0.286577144 0.247742012
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[28,] 4.275118e-02 5.876471e-02 7.384959e-02 8.499750e-02 9.065764e-02
[29,] 4.054791e-02 5.427142e-02 6.616712e-02 7.354610e-02 7.546980e-02
[30,] 3.682477e-02 4.792036e-02 5.670409e-02 6.093818e-02 6.022205e-02
[31,] 3.189561e-02 4.032952e-02 4.635948e-02 4.824189e-02 4.597796e-02
[32,] 2.628460e-02 3.228245e-02 3.608811e-02 3.642212e-02 3.353134e-02
[33,] 2.058041e-02 2.454249e-02 2.670757e-02 2.618460e-02 2.332564e-02
[34,] 1.530005e-02 1.770269e-02 1.876867e-02 1.790212e-02 1.545748e-02
[35,] 1.079849e-02 1.210684e-02 1.251269e-02 1.162685e-02 9.746845e-03
[36,] 7.238649e-03 7.847297e-03 7.907897e-03 7.166557e-03 5.841977e-03
[37,] 4.614151e-03 4.820232e-03 4.734957e-03 4.188922e-03 3.325239e-03
[38,] 2.803256e-03 2.806803e-03 2.685016e-03 2.320303e-03 1.795947e-03
[39,] 1.629750e-03 1.550819e-03 1.441727e-03 1.217310e-03 9.197177e-04
[40,] 9.127786e-04 8.146464e-04 7.331529e-04 6.046399e-04 4.463039e-04
[41,] 4.976100e-04 4.083480e-04 3.533281e-04 2.842727e-04 2.051115e-04
[42,] 2.679042e-04 1.965786e-04 1.616262e-04 1.265129e-04 8.923811e-05
[43,] 1.448995e-04 9.184564e-05 7.039284e-05 5.332150e-05 3.674479e-05
[44,] 7.992226e-05 4.230358e-05 2.935357e-05 2.130898e-05 1.431877e-05
[45,] 4.524051e-05 1.958952e-05 1.183202e-05 8.094577e-06 5.282177e-06
[46,] 2.612744e-05 9.290818e-06 4.679521e-06 2.936491e-06 1.846359e-06
[47,] 1.516386e-05 4.554289e-06 1.852769e-06 1.025742e-06 6.127328e-07
[48,] 8.688231e-06 2.294472e-06 7.500272e-07 3.496498e-07 1.937930e-07
[49,] 4.839060e-06 1.167822e-06 3.145804e-07 1.185611e-07 5.881858e-08
[50,] 2.590681e-06 5.883232e-07 1.364104e-07 4.088965e-08 1.733152e-08
             [,38]        [,39]        [,40]        [,41]        [,42]
 [1,] 7.776155e-05 1.194374e-04 1.979014e-04 3.338372e-04 5.515688e-04
 [2,] 1.813563e-04 2.726123e-04 4.379278e-04 7.123169e-04 1.134159e-03
 [3,] 4.001196e-04 5.897619e-04 9.203955e-04 1.445605e-03 2.218855e-03
 [4,] 8.351800e-04 1.209226e-03 1.837003e-03 2.790488e-03 4.131598e-03
 [5,] 1.649671e-03 2.349972e-03 3.481667e-03 5.123708e-03 7.324560e-03
 [6,] 3.084574e-03 4.329442e-03 6.266651e-03 8.949570e-03 1.236675e-02
 [7,] 5.462656e-03 7.564584e-03 1.071406e-02 1.487360e-02 1.989255e-02
 [8,] 9.169537e-03 1.254269e-02 1.740734e-02 2.352741e-02 3.049786e-02
 [9,] 1.460385e-02 1.975325e-02 2.689524e-02 3.544202e-02 4.459000e-02
[10,] 2.209793e-02 2.958448e-02 3.955754e-02 5.088791e-02 6.222013e-02
[11,] 3.182465e-02 4.220605e-02 5.546349e-02 6.972383e-02 8.294899e-02
[12,] 4.371944e-02 5.747443e-02 7.427004e-02 9.131011e-02 1.058029e-01
[13,] 5.744937e-02 7.489914e-02 9.520470e-02 1.145327e-01 1.293589e-01
[14,] 7.244851e-02 9.369081e-02 1.171523e-01 1.379493e-01 1.519541e-01
[15,] 8.801192e-02 1.128786e-01 1.388232e-01 1.600186e-01 1.719641e-01
[16,] 1.034121e-01 1.314528e-01 1.589432e-01 1.793366e-01 1.880598e-01
[17,] 1.179887e-01 1.484757e-01 1.763957e-01 1.947975e-01 1.993595e-01
[18,] 1.311743e-01 1.631238e-01 1.902748e-01 2.056381e-01 2.054387e-01
[19,] 1.424548e-01 1.746639e-01 1.998579e-01 2.113806e-01 2.062265e-01
[20,] 1.513010e-01 1.824100e-01 2.045557e-01 2.117468e-01 2.018693e-01
[21,] 1.571274e-01 1.857201e-01 2.039062e-01 2.066177e-01 1.926434e-01
[22,] 1.593257e-01 1.840712e-01 1.976518e-01 1.960806e-01 1.789605e-01
[23,] 1.573796e-01 1.772040e-01 1.858772e-01 1.805404e-01 1.614437e-01
[24,] 1.510265e-01 1.652790e-01 1.691425e-01 1.608229e-01 1.410050e-01
[25,] 1.404044e-01 1.489718e-01 1.485287e-01 1.381892e-01 1.188511e-01
[26,] 1.261190e-01 1.294492e-01 1.255489e-01 1.142209e-01 9.637916e-02
[27,] 1.092000e-01 1.082178e-01 1.019321e-01 9.059286e-02 7.498326e-02
[28,] 9.095102e-02 8.688307e-02 7.934351e-02 6.880465e-02 5.583533e-02
[29,] 7.273705e-02 6.689115e-02 5.912482e-02 4.995524e-02 3.971531e-02
[30,] 5.576793e-02 4.932480e-02 4.212818e-02 3.462568e-02 2.694120e-02
[31,] 4.093423e-02 3.479941e-02 2.867571e-02 2.288828e-02 1.740748e-02
[32,] 2.872835e-02 2.346895e-02 1.863255e-02 1.441703e-02 1.070251e-02
[33,] 1.925517e-02 1.511730e-02 1.155016e-02 8.648148e-03 6.256589e-03
[34,] 1.231177e-02 9.293565e-03 6.827263e-03 4.938100e-03 3.475720e-03
[35,] 7.502057e-03 5.448774e-03 3.846458e-03 2.683147e-03 1.834120e-03
[36,] 4.352145e-03 3.044471e-03 2.064715e-03 1.386994e-03 9.190988e-04
[37,] 2.401539e-03 1.619989e-03 1.055548e-03 6.819865e-04 4.372894e-04
[38,] 1.259402e-03 8.203366e-04 5.137424e-04 3.189270e-04 1.975174e-04
[39,] 6.271595e-04 3.950455e-04 2.379503e-04 1.418316e-04 8.469521e-05
[40,] 2.963526e-04 1.807912e-04 1.048365e-04 5.997519e-05 3.447764e-05
[41,] 1.327893e-04 7.857602e-05 4.391627e-05 2.411195e-05 1.332496e-05
[42,] 5.638681e-05 3.241186e-05 1.748291e-05 9.214808e-06 4.889632e-06
[43,] 2.267896e-05 1.268097e-05 6.610867e-06 3.346949e-06 1.703737e-06
[44,] 8.635998e-06 4.703141e-06 2.373208e-06 1.155093e-06 5.637351e-07
[45,] 3.112506e-06 1.652667e-06 8.083878e-07 3.786748e-07 1.771383e-07
[46,] 1.061606e-06 5.499871e-07 2.611508e-07 1.178846e-07 5.285905e-08
[47,] 3.427218e-07 1.732755e-07 7.997203e-08 3.483612e-08 1.497884e-08
[48,] 1.047938e-07 5.167180e-08 2.320432e-08 9.768259e-09 4.030430e-09
[49,] 3.039579e-08 1.458544e-08 6.377076e-09 2.598037e-09 1.029621e-09
[50,] 8.389034e-09 3.898795e-09 1.659522e-09 6.551525e-10 2.496729e-10
             [,43]        [,44]        [,45]        [,46]        [,47]
 [1,] 8.665588e-04 1.260974e-03 1.662995e-03 1.956767e-03 2.033385e-03
 [2,] 1.722535e-03 2.434345e-03 3.131489e-03 3.605835e-03 3.675037e-03
 [3,] 3.255720e-03 4.463754e-03 5.594661e-03 6.298338e-03 6.291159e-03
 [4,] 5.854792e-03 7.780360e-03 9.490934e-03 1.043592e-02 1.020773e-02
 [5,] 1.002377e-02 1.290125e-02 1.530152e-02 1.641682e-02 1.571087e-02
 [6,] 1.634822e-02 2.036846e-02 2.346687e-02 2.454187e-02 2.295783e-02
 [7,] 2.541544e-02 3.064447e-02 3.426909e-02 3.490058e-02 3.188257e-02
 [8,] 3.768727e-02 4.397457e-02 4.770186e-02 4.726597e-02 4.212563e-02
 [9,] 5.334300e-02 6.024480e-02 6.336392e-02 6.103521e-02 5.301977e-02
[10,] 7.213079e-02 7.887852e-02 8.041709e-02 7.524816e-02 6.365085e-02
[11,] 9.327996e-02 9.881741e-02 9.764028e-02 8.869731e-02 7.299176e-02
[12,] 1.155228e-01 1.186171e-01 1.135863e-01 1.001146e-01 8.008122e-02
[13,] 1.372467e-01 1.366545e-01 1.268153e-01 1.083932e-01 8.420194e-02
[14,] 1.567523e-01 1.514033e-01 1.361492e-01 1.127877e-01 8.501024e-02
[15,] 1.725477e-01 1.617029e-01 1.408780e-01 1.130387e-01 8.258349e-02
[16,] 1.835877e-01 1.669403e-01 1.408600e-01 1.093893e-01 7.737708e-02
[17,] 1.893828e-01 1.670917e-01 1.364889e-01 1.024959e-01 7.010864e-02
[18,] 1.899571e-01 1.626226e-01 1.285486e-01 9.326260e-02 6.160557e-02
[19,] 1.856939e-01 1.542953e-01 1.180070e-01 8.265268e-02 5.265766e-02
[20,] 1.771551e-01 1.429656e-01 1.058204e-01 7.152870e-02 4.390847e-02
[21,] 1.649550e-01 1.294402e-01 9.280362e-02 6.055745e-02 3.580300e-02
[22,] 1.497285e-01 1.144272e-01 7.958578e-02 5.018810e-02 2.858994e-02
[23,] 1.321771e-01 9.856561e-02 6.663835e-02 4.068684e-02 2.236177e-02
[24,] 1.131305e-01 8.248101e-02 5.433264e-02 3.219634e-02 1.710967e-02
[25,] 9.355959e-02 6.681575e-02 4.298634e-02 2.478955e-02 1.277265e-02
[26,] 7.450864e-02 5.220488e-02 3.287529e-02 1.850006e-02 9.269610e-03
[27,] 5.696093e-02 3.920534e-02 2.421227e-02 1.332829e-02 6.513338e-03
[28,] 4.168845e-02 2.821242e-02 1.711282e-02 9.234319e-03 4.412751e-03
[29,] 2.914258e-02 1.940230e-02 1.157226e-02 6.131592e-03 2.871480e-03
[30,] 1.942227e-02 1.272442e-02 7.468390e-03 3.890510e-03 1.788654e-03
[31,] 1.232190e-02 7.943781e-03 4.590407e-03 2.353169e-03 1.063504e-03
[32,] 7.432602e-03 4.714191e-03 2.682681e-03 1.354137e-03 6.021974e-04
[33,] 4.258750e-03 2.656377e-03 1.488696e-03 7.402142e-04 3.241317e-04
[34,] 2.316242e-03 1.420002e-03 7.836206e-04 3.838840e-04 1.655963e-04
[35,] 1.195097e-03 7.196178e-04 3.909380e-04 1.886978e-04 8.020959e-05
[36,] 5.847328e-04 3.455338e-04 1.847251e-04 8.784604e-05 3.680059e-05
[37,] 2.712164e-04 1.571346e-04 8.262928e-05 3.870798e-05 1.598184e-05
[38,] 1.192313e-04 6.765604e-05 3.497468e-05 1.613581e-05 6.565948e-06
[39,] 4.967404e-05 2.757363e-05 1.400380e-05 6.360993e-06 2.550778e-06
[40,] 1.961163e-05 1.063565e-05 5.302763e-06 2.370654e-06 9.366908e-07
[41,] 7.337560e-06 3.882186e-06 1.898640e-06 8.350549e-07 3.250454e-07
[42,] 2.601804e-06 1.340959e-06 6.427016e-07 2.779591e-07 1.065650e-07
[43,] 8.744484e-07 4.383176e-07 2.056678e-07 8.741823e-08 3.300102e-08
[44,] 2.786107e-07 1.355896e-07 6.221517e-08 2.597351e-08 9.652010e-09
[45,] 8.416726e-08 3.969865e-08 1.779097e-08 7.290109e-09 2.665844e-09
[46,] 2.411325e-08 1.100282e-08 4.809433e-09 1.932828e-09 6.952473e-10
[47,] 6.552698e-09 2.887301e-09 1.229171e-09 4.840627e-10 1.711995e-10
[48,] 1.689346e-09 7.175223e-10 2.970323e-10 1.145159e-10 3.980202e-11
[49,] 4.132602e-10 1.689042e-10 6.787872e-11 2.559201e-11 8.736519e-12
[50,] 9.593825e-11 3.767190e-11 1.467164e-11 5.403137e-12 1.810500e-12
             [,48]        [,49]        [,50]
 [1,] 1.854536e-03 1.479112e-03 1.029435e-03
 [2,] 3.292160e-03 2.581389e-03 1.767344e-03
 [3,] 5.532182e-03 4.262565e-03 2.869730e-03
 [4,] 8.805505e-03 6.663427e-03 4.409384e-03
 [5,] 1.328518e-02 9.867714e-03 6.414845e-03
 [6,] 1.901488e-02 1.385331e-02 8.842220e-03
 [7,] 2.584267e-02 1.845362e-02 1.155697e-02
 [8,] 3.338525e-02 2.334668e-02 1.433590e-02
 [9,] 4.104439e-02 2.808425e-02 1.689462e-02
[10,] 4.808368e-02 3.216102e-02 1.893717e-02
[11,] 5.375318e-02 3.510902e-02 2.021552e-02
[12,] 5.743118e-02 3.659153e-02 2.058149e-02
[13,] 5.874394e-02 3.646914e-02 2.001560e-02
[14,] 5.763033e-02 3.481969e-02 1.862506e-02
[15,] 5.433628e-02 3.190932e-02 1.661353e-02
[16,] 4.934571e-02 2.812674e-02 1.423399e-02
[17,] 4.327195e-02 2.390225e-02 1.173909e-02
[18,] 3.674092e-02 1.963317e-02 9.341624e-03
[19,] 3.029440e-02 1.563141e-02 7.191756e-03
[20,] 2.433074e-02 1.209953e-02 5.371869e-03
[21,] 1.908750e-02 9.133061e-03 3.905009e-03
[22,] 1.465875e-02 6.741029e-03 2.771014e-03
[23,] 1.103301e-02 4.874885e-03 1.924506e-03
[24,] 8.136320e-03 3.456870e-03 1.310494e-03
[25,] 5.868624e-03 2.402077e-03 8.753637e-04
[26,] 4.127555e-03 1.632004e-03 5.729270e-04
[27,] 2.819637e-03 1.080418e-03 3.664590e-04
[28,] 1.862835e-03 6.940265e-04 2.282019e-04
[29,] 1.185242e-03 4.306732e-04 1.377392e-04
[30,] 7.234808e-04 2.570785e-04 8.021808e-05
[31,] 4.222812e-04 1.470576e-04 4.488754e-05
[32,] 2.350412e-04 8.035672e-05 2.404421e-05
[33,] 1.244792e-04 4.183430e-05 1.229096e-05
[34,] 6.261834e-05 2.070672e-05 5.980920e-06
[35,] 2.987880e-05 9.728512e-06 2.765053e-06
[36,] 1.350879e-05 4.332943e-06 1.212623e-06
[37,] 5.782270e-06 1.827641e-06 5.038730e-07
[38,] 2.341664e-06 7.295182e-07 1.981951e-07
[39,] 8.967499e-07 2.753968e-07 7.374550e-08
[40,] 3.246088e-07 9.827747e-08 2.594245e-08
[41,] 1.110325e-07 3.314066e-08 8.624520e-09
[42,] 3.587779e-08 1.055725e-08 2.708699e-09
[43,] 1.094952e-08 3.176291e-09 8.034763e-10
[44,] 3.155609e-09 9.023718e-10 2.250500e-10
[45,] 8.586741e-10 2.420350e-10 5.951184e-11
[46,] 2.205876e-10 6.128331e-11 1.485542e-11
[47,] 5.349353e-11 1.464641e-11 3.500037e-12
[48,] 1.224495e-11 3.303748e-12 7.782604e-13
[49,] 2.645607e-12 7.032986e-13 1.633083e-13
[50,] 5.394934e-13 1.412868e-13 3.233633e-14

> 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  
    61.5976      -0.2126  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/html/rcomp/tmp/7k5yh1228769250.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] -9.1375557 -7.3768392 -5.6161226 -3.8554060 -2.0946895 -0.3339729
 [7]  1.4267436  3.1874602  4.9481768  6.7088933  8.4696099 10.2303264
[13] 11.9910430 13.7517596 15.5124761 17.2731927 19.0339092 20.7946258
[19] 22.5553424 24.3160589 26.0767755 27.8374920 29.5982086 31.3589252
[25] 33.1196417 34.8803583 36.6410748 38.4017914 40.1625080 41.9232245
[31] 43.6839411 45.4446576 47.2053742 48.9660908 50.7268073 52.4875239
[37] 54.2482404 56.0089570 57.7696736 59.5303901 61.2911067 63.0518232
[43] 64.8125398 66.5732564 68.3339729 70.0946895 71.8554060 73.6161226
[49] 75.3768392 77.1375557

$yords
 [1] 41.22425 42.15387 43.08350 44.01312 44.94274 45.87236 46.80199 47.73161
 [9] 48.66123 49.59085 50.52048 51.45010 52.37972 53.30934 54.23896 55.16859
[17] 56.09821 57.02783 57.95745 58.88708 59.81670 60.74632 61.67594 62.60557
[25] 63.53519 64.46481 65.39443 66.32406 67.25368 68.18330 69.11292 70.04255
[33] 70.97217 71.90179 72.83141 73.76104 74.69066 75.62028 76.54990 77.47952
[41] 78.40915 79.33877 80.26839 81.19801 82.12764 83.05726 83.98688 84.91650
[49] 85.84613 86.77575

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 3.796775e-31 2.881767e-29 1.909753e-27 1.074082e-25 5.007411e-24
 [2,] 2.248972e-29 1.477127e-27 8.543525e-26 4.233109e-24 1.751125e-22
 [3,] 1.177481e-27 6.681234e-26 3.362090e-24 1.463147e-22 5.359131e-21
 [4,] 5.449226e-26 2.669209e-24 1.165332e-22 4.440275e-21 1.436472e-19
 [5,] 2.228380e-24 9.425192e-23 3.562047e-21 1.184569e-19 3.375490e-18
 [6,] 8.047161e-23 2.942610e-21 9.612873e-20 2.781698e-18 6.961283e-17
 [7,] 2.563949e-21 8.122720e-20 2.292488e-18 5.757433e-17 1.261472e-15
 [8,] 7.200055e-20 1.981701e-18 4.834314e-17 1.051624e-15 2.011248e-14
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[20,] 7.622099e-03 1.542256e-02 2.961768e-02 5.050058e-02 7.399477e-02
[21,] 1.034340e-02 2.255969e-02 4.266849e-02 6.822163e-02 9.185120e-02
[22,] 1.597740e-02 3.362426e-02 5.903506e-02 8.624359e-02 1.056823e-01
[23,] 2.444520e-02 4.733850e-02 7.562035e-02 1.001749e-01 1.114824e-01
[24,] 3.486287e-02 6.121752e-02 8.845837e-02 1.060376e-01 1.071447e-01
[25,] 4.539885e-02 7.197116e-02 9.388987e-02 1.017618e-01 9.336654e-02
[26,] 5.352851e-02 7.648046e-02 8.997710e-02 8.811975e-02 7.341895e-02
[27,] 5.681373e-02 7.307703e-02 7.746190e-02 6.851190e-02 5.184125e-02
[28,] 5.398070e-02 6.244933e-02 5.959747e-02 4.758472e-02 3.270740e-02
[29,] 4.566771e-02 4.748316e-02 4.077417e-02 2.938354e-02 1.835348e-02
[30,] 3.423439e-02 3.197424e-02 2.469676e-02 1.606410e-02 9.123321e-03
[31,] 2.264804e-02 1.899437e-02 1.319464e-02 7.748620e-03 4.004295e-03
[32,] 1.317978e-02 9.923806e-03 6.200113e-03 3.288757e-03 1.547846e-03
[33,] 6.730146e-03 4.549304e-03 2.556777e-03 1.225728e-03 5.259286e-04
[34,] 3.010145e-03 1.826732e-03 9.237967e-04 4.005605e-04 1.568632e-04
[35,] 1.177672e-03 6.416922e-04 2.921122e-04 1.146575e-04 4.102865e-05
[36,] 4.026505e-04 1.970235e-04 8.077267e-05 2.872712e-05 9.404494e-06
[37,] 1.202299e-04 5.284234e-05 1.952026e-05 6.297079e-06 1.888303e-06
[38,] 3.133857e-05 1.237482e-05 4.121562e-06 1.207332e-06 3.320243e-07
[39,] 7.128418e-06 2.529702e-06 7.601586e-07 2.024396e-07 5.111527e-08
[40,] 1.414693e-06 4.513341e-07 1.224520e-07 2.968416e-08 6.889054e-09
[41,] 2.449221e-07 7.027232e-08 1.722807e-08 3.806493e-09 8.127614e-10
[42,] 3.698739e-08 9.547928e-09 2.117036e-09 4.268971e-10 8.393286e-11
[43,] 4.872136e-09 1.132068e-09 2.272332e-10 4.187533e-11 7.586474e-12
[44,] 5.597775e-10 1.171349e-10 2.130645e-11 3.593149e-12 6.001485e-13
[45,] 5.609757e-11 1.057734e-11 1.745428e-12 2.697246e-13 4.154824e-14
[46,] 4.903579e-12 8.336337e-13 1.249416e-13 1.771486e-14 2.516986e-15
[47,] 3.738824e-13 5.734850e-14 7.816165e-15 1.018043e-15 1.334123e-16
[48,] 2.486743e-14 3.444026e-15 4.274005e-16 5.119614e-17 6.186435e-18
[49,] 1.442847e-15 1.805751e-16 2.043154e-17 2.253051e-18 2.509297e-19
[50,] 7.303517e-17 8.267166e-18 8.540187e-19 8.677244e-20 8.901550e-21
             [,41]        [,42]        [,43]        [,44]        [,45]
 [1,] 5.794116e-03 8.678176e-03 1.247085e-02 1.504251e-02 1.475929e-02
 [2,] 1.079275e-02 1.628247e-02 2.167875e-02 2.378831e-02 2.118444e-02
 [3,] 1.907839e-02 2.742846e-02 3.343785e-02 3.336761e-02 2.703026e-02
 [4,] 3.089139e-02 4.121118e-02 4.585204e-02 4.169845e-02 3.084244e-02
 [5,] 4.506197e-02 5.524260e-02 5.617362e-02 4.675504e-02 3.177026e-02
 [6,] 5.898052e-02 6.640019e-02 6.199979e-02 4.756200e-02 2.999857e-02
 [7,] 6.955165e-02 7.225413e-02 6.244355e-02 4.463724e-02 2.662045e-02
 [8,] 7.466609e-02 7.221483e-02 5.843208e-02 3.960688e-02 2.312070e-02
 [9,] 7.413066e-02 6.754858e-02 5.199311e-02 3.440083e-02 2.088839e-02
[10,] 6.936055e-02 6.037904e-02 4.524049e-02 3.066467e-02 2.097277e-02
[11,] 6.224669e-02 5.265181e-02 3.984467e-02 2.958784e-02 2.395972e-02
[12,] 5.430564e-02 4.584370e-02 3.705439e-02 3.185790e-02 2.983617e-02
[13,] 4.672098e-02 4.123877e-02 3.775916e-02 3.752118e-02 3.797662e-02
[14,] 4.082680e-02 4.006135e-02 4.230880e-02 4.594046e-02 4.742569e-02
[15,] 3.822734e-02 4.318682e-02 5.035677e-02 5.607549e-02 5.728993e-02
[16,] 4.035767e-02 5.078670e-02 6.100429e-02 6.686162e-02 6.681184e-02
[17,] 4.791611e-02 6.222848e-02 7.303208e-02 7.724071e-02 7.504768e-02
[18,] 6.050716e-02 7.608386e-02 8.486185e-02 8.585281e-02 8.061974e-02
[19,] 7.644633e-02 9.005718e-02 9.439138e-02 9.093556e-02 8.199709e-02
[20,] 9.272016e-02 1.010975e-01 9.923686e-02 9.081157e-02 7.817781e-02
[21,] 1.054162e-01 1.061007e-01 9.754729e-02 8.468003e-02 6.925654e-02
[22,] 1.108342e-01 1.030684e-01 8.888787e-02 7.312119e-02 5.653248e-02
[23,] 1.068913e-01 9.202661e-02 7.456352e-02 5.801267e-02 4.215460e-02
[24,] 9.403007e-02 7.509943e-02 5.720241e-02 4.194816e-02 2.846086e-02
[25,] 7.508159e-02 5.571069e-02 3.985913e-02 2.741752e-02 1.725125e-02
[26,] 5.415019e-02 3.735386e-02 2.504867e-02 1.607127e-02 9.318147e-03
[27,] 3.509435e-02 2.250452e-02 1.409977e-02 8.390353e-03 4.458132e-03
[28,] 2.033483e-02 1.211402e-02 7.065865e-03 3.879485e-03 1.880562e-03
[29,] 1.048530e-02 5.797069e-03 3.136564e-03 1.581798e-03 6.970617e-04
[30,] 4.791941e-03 2.455904e-03 1.228457e-03 5.669199e-04 2.264991e-04
[31,] 1.934697e-03 9.180225e-04 4.232406e-04 1.781925e-04 6.441016e-05
[32,] 6.883015e-04 3.020148e-04 1.279924e-04 4.903999e-05 1.601181e-05
[33,] 2.153639e-04 8.727841e-05 3.392034e-05 1.180352e-05 3.476858e-06
[34,] 5.918024e-05 2.212451e-05 7.868967e-06 2.482726e-06 6.591183e-07
[35,] 1.426714e-05 4.914429e-06 1.596606e-06 4.561008e-07 1.090468e-07
[36,] 3.015227e-06 9.557913e-07 2.831632e-07 7.315370e-08 1.574077e-08
[37,] 5.583128e-07 1.626607e-07 4.387723e-08 1.024073e-08 1.982101e-09
[38,] 9.053568e-08 2.421193e-08 5.938232e-09 1.250993e-09 2.177001e-10
[39,] 1.285278e-08 3.150951e-09 7.017423e-10 1.333345e-10 2.085390e-11
[40,] 1.596911e-09 3.584118e-10 7.239462e-11 1.239761e-11 1.742124e-12
[41,] 1.736056e-10 3.562381e-11 6.518865e-12 1.005552e-12 1.269159e-13
[42,] 1.650987e-11 3.093245e-12 5.122829e-13 7.113872e-14 8.062639e-15
[43,] 1.373180e-12 2.345948e-13 3.512926e-14 4.389519e-15 4.466332e-16
[44,] 9.986799e-14 1.553733e-14 2.101874e-15 2.362203e-16 2.157391e-17
[45,] 6.349670e-15 8.984939e-16 1.097186e-16 1.108623e-17 9.086518e-19
[46,] 3.528727e-16 4.535990e-17 4.996401e-18 4.537353e-19 3.336963e-20
[47,] 1.713748e-17 1.998902e-18 1.984769e-19 1.619429e-20 1.068530e-21
[48,] 7.272025e-19 7.688061e-20 6.877131e-21 5.040166e-22 2.983275e-23
[49,] 2.695678e-20 2.580488e-21 2.078393e-22 1.367865e-23 7.262207e-25
[50,] 8.727996e-22 7.557976e-23 5.478391e-24 3.237056e-25 1.541386e-26
             [,46]        [,47]        [,48]        [,49]        [,50]
 [1,] 1.170660e-02 7.500546e-03 3.884944e-03 1.630033e-03 5.571852e-04
 [2,] 1.526473e-02 8.901437e-03 4.208852e-03 1.622645e-03 5.193160e-04
 [3,] 1.775183e-02 9.465676e-03 4.120047e-03 1.489062e-03 4.717819e-04
 [4,] 1.856018e-02 9.131084e-03 3.731926e-03 1.332318e-03 4.722731e-04
 [5,] 1.768800e-02 8.187468e-03 3.298389e-03 1.299883e-03 5.929841e-04
 [6,] 1.575086e-02 7.171071e-03 3.144544e-03 1.557608e-03 9.129871e-04
 [7,] 1.371617e-02 6.698073e-03 3.598707e-03 2.264226e-03 1.510207e-03
 [8,] 1.258475e-02 7.327915e-03 4.932542e-03 3.545127e-03 2.456724e-03
 [9,] 1.317840e-02 9.457826e-03 7.302827e-03 5.476853e-03 3.819392e-03
[10,] 1.600168e-02 1.322552e-02 1.072258e-02 8.094990e-03 5.648302e-03
[11,] 2.111494e-02 1.847449e-02 1.509773e-02 1.139705e-02 7.921000e-03
[12,] 2.810933e-02 2.485605e-02 2.028283e-02 1.527627e-02 1.044690e-02
[13,] 3.630558e-02 3.198938e-02 2.603276e-02 1.938488e-02 1.281416e-02
[14,] 4.504806e-02 3.946327e-02 3.182656e-02 2.306037e-02 1.447949e-02
[15,] 5.376220e-02 4.661710e-02 3.675870e-02 2.547266e-02 1.499232e-02
[16,] 6.168129e-02 5.237141e-02 3.972915e-02 2.596469e-02 1.420591e-02
[17,] 6.760763e-02 5.542957e-02 3.988990e-02 2.435439e-02 1.232720e-02
[18,] 7.012008e-02 5.480393e-02 3.703430e-02 2.099355e-02 9.798434e-03
[19,] 6.816871e-02 5.028559e-02 3.167722e-02 1.659458e-02 7.119070e-03
[20,] 6.161368e-02 4.256556e-02 2.484803e-02 1.197555e-02 4.704354e-03
[21,] 5.137905e-02 3.301688e-02 1.776018e-02 7.837720e-03 2.807607e-03
[22,] 3.920725e-02 2.328294e-02 1.147681e-02 4.616116e-03 1.501779e-03
[23,] 2.714023e-02 1.480065e-02 6.651316e-03 2.428016e-03 7.148764e-04
[24,] 1.689481e-02 8.413354e-03 3.431883e-03 1.133078e-03 3.010691e-04
[25,] 9.384082e-03 4.247308e-03 1.567096e-03 4.667104e-04 1.116769e-04
[26,] 4.620952e-03 1.893902e-03 6.303964e-04 1.690210e-04 3.636703e-05
[27,] 2.007329e-03 7.429302e-04 2.226638e-04 5.367223e-05 1.037312e-05
[28,] 7.664351e-04 2.556437e-04 6.889628e-05 1.491598e-05 2.587562e-06
[29,] 2.565582e-04 7.701087e-05 1.864505e-05 3.623179e-06 5.638921e-07
[30,] 7.515848e-05 2.028187e-05 4.408469e-06 7.685818e-07 1.072806e-07
[31,] 1.924543e-05 4.665598e-06 9.100377e-07 1.423004e-07 1.781011e-08
[32,] 4.304076e-06 9.368808e-07 1.639353e-07 2.298653e-08 2.579285e-09
[33,] 8.402276e-07 1.641583e-07 2.576268e-08 3.238804e-09 3.257863e-10
[34,] 1.431259e-07 2.509142e-08 3.531221e-09 3.979863e-10 3.588470e-11
[35,] 2.126852e-08 3.344991e-09 4.221006e-10 4.264605e-11 3.446617e-12
[36,] 2.756644e-09 3.888832e-10 4.399716e-11 3.984606e-12 2.886414e-13
[37,] 3.116004e-10 3.942416e-11 3.998747e-12 3.246137e-13 2.107605e-14
[38,] 3.071535e-11 3.484992e-12 3.168819e-13 2.305741e-14 1.341761e-15
[39,] 2.640164e-12 2.686106e-13 2.189453e-14 1.427940e-15 7.447517e-17
[40,] 1.978808e-13 1.805143e-14 1.318945e-15 7.710011e-17 3.604041e-18
[41,] 1.293197e-14 1.057702e-15 6.927383e-17 3.629494e-18 1.520586e-19
[42,] 7.368877e-16 5.403416e-17 3.172163e-18 1.489623e-19 5.593311e-21
[43,] 3.661069e-17 2.406717e-18 1.266441e-19 5.330226e-21 1.793760e-22
[44,] 1.585920e-18 9.346144e-20 4.408169e-21 1.662860e-22 5.015321e-24
[45,] 5.989806e-20 3.164344e-21 1.337732e-22 4.522728e-24 1.222550e-25
[46,] 1.972426e-21 9.340696e-23 3.539311e-24 1.072462e-25 2.598184e-27
[47,] 5.662980e-23 2.403921e-24 8.164119e-26 2.217185e-27 4.814058e-29
[48,] 1.417548e-24 5.393868e-26 1.641855e-27 3.996274e-29 7.776514e-31
[49,] 3.093712e-26 1.055166e-27 2.878706e-29 6.279775e-31 1.095200e-32
[50,] 5.886701e-28 1.799635e-29 4.400475e-31 8.603423e-33 1.344744e-34

> 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  
    74.9128      -0.4139  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/10ieb1228769250.ps tmp/10ieb1228769250.png")
> system("convert tmp/2sjzk1228769250.ps tmp/2sjzk1228769250.png")
> system("convert tmp/3u7lq1228769250.ps tmp/3u7lq1228769250.png")
> system("convert tmp/4n3j11228769250.ps tmp/4n3j11228769250.png")
> system("convert tmp/5ljrb1228769250.ps tmp/5ljrb1228769250.png")
> system("convert tmp/6y2b71228769250.ps tmp/6y2b71228769250.png")
> system("convert tmp/7k5yh1228769250.ps tmp/7k5yh1228769250.png")
> 
> 
> proc.time()
   user  system elapsed 
  4.155   2.280   4.448