R version 2.8.1 (2008-12-22)
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(1145.11
+ ,1176.86
+ ,1206.41
+ ,1192.72
+ ,1214.82
+ ,1199.07
+ ,1157.47
+ ,1100.10
+ ,1095.63
+ ,1105.63
+ ,1137.79
+ ,1124.72
+ ,1152.60
+ ,1211.85
+ ,1239.62
+ ,1244.13
+ ,1198.42
+ ,1227.99
+ ,1304.92
+ ,1340.26
+ ,1307.32
+ ,1356.51
+ ,1383.29
+ ,1437.87
+ ,1494.56
+ ,1521.42
+ ,1498.76
+ ,1488.75
+ ,1524.62
+ ,1439.27
+ ,1423.11
+ ,1466.85
+ ,1425.83
+ ,1363.45
+ ,1389.18
+ ,1395.89
+ ,1368.43
+ ,1349.03
+ ,1299.88
+ ,1365.41
+ ,1451.04
+ ,1433.75
+ ,1464.65
+ ,1475.57
+ ,1571.16
+ ,1429.12
+ ,1452.46
+ ,1538.09
+ ,1631.59
+ ,1665.50
+ ,1690.60
+ ,1711.74
+ ,1734.10
+ ,1748.09
+ ,1703.45
+ ,1745.74
+ ,1751.01
+ ,1795.65
+ ,1852.13
+ ,1877.10
+ ,1989.31
+ ,2097.76
+ ,2154.87
+ ,2152.18
+ ,2250.27
+ ,2346.90
+ ,2525.56
+ ,2409.36
+ ,2394.36
+ ,2401.33
+ ,2354.32
+ ,2450.41
+ ,2504.67
+ ,2661.39
+ ,2880.40
+ ,3064.42
+ ,3141.12
+ ,3327.70
+ ,3564.95
+ ,3403.13
+ ,3149.90
+ ,3006.84
+ ,3230.66
+ ,3361.13
+ ,3484.74
+ ,3411.13
+ ,3288.18
+ ,3280.37
+ ,3173.95
+ ,3165.26
+ ,3092.71
+ ,3053.05
+ ,3181.96
+ ,2999.93
+ ,3249.57
+ ,3210.52
+ ,3030.29
+ ,2803.47
+ ,2767.63
+ ,2882.60
+ ,2863.36
+ ,2897.06
+ ,3012.61
+ ,3142.95
+ ,3032.93
+ ,3045.78
+ ,3110.52
+ ,3013.24
+ ,2987.10
+ ,2995.55
+ ,2833.18
+ ,2848.96
+ ,2794.83
+ ,2845.26
+ ,2915.02
+ ,2892.63
+ ,2604.42
+ ,2641.65
+ ,2659.81
+ ,2638.53
+ ,2720.25
+ ,2745.88
+ ,2735.70
+ ,2811.70
+ ,2799.43
+ ,2555.28
+ ,2304.98
+ ,2214.95
+ ,2065.81
+ ,1940.49
+ ,2042.00
+ ,1995.37
+ ,1946.81
+ ,1765.90
+ ,1635.25
+ ,1833.42
+ ,1910.43
+ ,1959.67
+ ,1969.60
+ ,2061.41
+ ,2093.48
+ ,2120.88
+ ,2174.56
+ ,2196.72
+ ,2350.44
+ ,2440.25
+ ,2408.64
+ ,2472.81
+ ,2407.60
+ ,2454.62
+ ,2448.05
+ ,2497.84
+ ,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
+ ,3970.10
+ ,4138.52
+ ,4199.75
+ ,4290.89)
> y <- c(6.9,6.8,6.7,6.6,6.5,6.5,7.0,7.5,7.6,7.6,7.6,7.8,8.0,8.0,8.0,7.9,7.9,8.0,8.5,9.2,9.4,9.5,9.5,9.6,9.7,9.7,9.6,9.5,9.4,9.3,9.6,10.2,10.2,10.1,9.9,9.8,9.8,9.7,9.5,9.3,9.1,9.0,9.5,10.0,10.2,10.1,10.0,9.9,10.0,9.9,9.7,9.5,9.2,9.0,9.3,9.8,9.8,9.6,9.4,9.3,9.2,9.2,9.0,8.8,8.7,8.7,9.1,9.7,9.8,9.6,9.4,9.4,9.5,9.4,9.3,9.2,9.0,8.9,9.2,9.8,9.9,9.6,9.2,9.1,9.1,9.0,8.9,8.7,8.5,8.3,8.5,8.7,8.4,8.1,7.8,7.7,7.5,7.2,6.8,6.7,6.4,6.3,6.8,7.3,7.1,7.0,6.8,6.6,6.3,6.1,6.1,6.3,6.3,6.0,6.2,6.4,6.8,7.5,7.5,7.6,7.6,7.4,7.3,7.1,6.9,6.8,7.5,7.6,7.8,8.0,8.1,8.2,8.3,8.2,8.0,7.9,7.6,7.6,8.3,8.4,8.4,8.4,8.4,8.6,8.9,8.8,8.3,7.5,7.2,7.4,8.8,9.3,9.3,8.7,8.2,8.3,8.5,8.6,8.5,8.2,8.1,7.9,8.6,8.7,8.7,8.5,8.4,8.5,8.7,8.7,8.6,8.5,8.3,8.0,8.2,8.1,8.1,8.0,7.9,7.9)
> x <- c(2.28,2.26,2.71,2.77,2.77,2.64,2.56,2.07,2.32,2.16,2.23,2.40,2.84,2.77,2.93,2.91,2.69,2.38,2.58,3.19,2.82,2.72,2.53,2.70,2.42,2.50,2.31,2.41,2.56,2.76,2.71,2.44,2.46,2.12,1.99,1.86,1.88,1.82,1.74,1.71,1.38,1.27,1.19,1.28,1.19,1.22,1.47,1.46,1.96,1.88,2.03,2.04,1.90,1.80,1.92,1.92,1.97,2.46,2.36,2.53,2.31,1.98,1.46,1.26,1.58,1.74,1.89,1.85,1.62,1.30,1.42,1.15,0.42,0.74,1.02,1.51,1.86,1.59,1.03,0.44,0.82,0.86,0.58,0.59,0.95,0.98,1.23,1.17,0.84,0.74,0.65,0.91,1.19,1.30,1.53,1.94,1.79,1.95,2.26,2.04,2.16,2.75,2.79,2.88,3.36,2.97,3.10,2.49,2.20,2.25,2.09,2.79,3.14,2.93,2.65,2.67,2.26,2.35,2.13,2.18,2.90,2.63,2.67,1.81,1.33,0.88,1.28,1.26,1.26,1.29,1.10,1.37,1.21,1.74,1.76,1.48,1.04,1.62,1.49,1.79,1.80,1.58,1.86,1.74,1.59,1.26,1.13,1.92,2.61,2.26,2.41,2.26,2.03,2.86,2.55,2.27,2.26,2.57,3.07,2.76,2.51,2.87,3.14,3.11,3.16,2.47,2.57,2.89,2.63,2.38,1.69,1.96,2.19,1.87,1.6,1.63,1.22,1.21,1.49,1.64)
> par7 = 'Variable Z'
> par6 = 'Variable Y'
> par5 = 'Variable X'
> 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$counts; y <- y/max(y)
+ rect(breaks[-nB], 0, breaks[-1], y, col='black', ...)
+ }
> postscript(file="/var/www/rcomp/tmp/1hcbo1257769422.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/29kqa1257769422.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/3pht31257769422.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7)
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/4bz6v1257769422.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> pairs(d,diag.panel=panel.hist)
> dev.off()
null device 
          1 
> x <- as.vector(x)
> y <- as.vector(y)
> z <- as.vector(z)
> postscript(file="/var/www/rcomp/tmp/5e4ac1257769422.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) 
> op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y))
> image(op$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  
     9.4065      -0.5093  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/6qdou1257769422.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]  5.475446  5.582571  5.689695  5.796820  5.903945  6.011069  6.118194
 [8]  6.225319  6.332443  6.439568  6.546693  6.653817  6.760942  6.868067
[15]  6.975191  7.082316  7.189440  7.296565  7.403690  7.510814  7.617939
[22]  7.725064  7.832188  7.939313  8.046438  8.153562  8.260687  8.367812
[29]  8.474936  8.582061  8.689186  8.796310  8.903435  9.010560  9.117684
[36]  9.224809  9.331933  9.439058  9.546183  9.653307  9.760432  9.867557
[43]  9.974681 10.081806 10.188931 10.296055 10.403180 10.510305 10.617429
[50] 10.724554

$yords
 [1]  804.4575  881.5515  958.6454 1035.7394 1112.8334 1189.9274 1267.0214
 [8] 1344.1153 1421.2093 1498.3033 1575.3973 1652.4913 1729.5852 1806.6792
[15] 1883.7732 1960.8672 2037.9612 2115.0551 2192.1491 2269.2431 2346.3371
[22] 2423.4311 2500.5250 2577.6190 2654.7130 2731.8070 2808.9010 2885.9950
[29] 2963.0889 3040.1829 3117.2769 3194.3709 3271.4649 3348.5588 3425.6528
[36] 3502.7468 3579.8408 3656.9348 3734.0287 3811.1227 3888.2167 3965.3107
[43] 4042.4047 4119.4986 4196.5926 4273.6866 4350.7806 4427.8746 4504.9685
[50] 4582.0625

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 4.094281e-06 1.189469e-05 2.926928e-05 6.100384e-05 0.0001076938
 [2,] 1.209134e-05 3.412883e-05 8.159419e-05 1.652307e-04 0.0002834121
 [3,] 3.251394e-05 8.916890e-05 2.071363e-04 4.075687e-04 0.0006792825
 [4,] 7.969392e-05 2.123691e-04 4.793643e-04 9.165398e-04 0.0014844022
 [5,] 1.782788e-04 4.616509e-04 1.012618e-03 1.881481e-03 0.0029612759
 [6,] 3.645536e-04 9.173744e-04 1.955515e-03 3.531091e-03 0.0054012347
 [7,] 6.826513e-04 1.669460e-03 3.458553e-03 6.069571e-03 0.0090234031
 [8,] 1.173089e-03 2.788154e-03 5.613798e-03 9.575356e-03 0.0138361385
 [9,] 1.854452e-03 4.283760e-03 8.383068e-03 1.389802e-02 0.0195199832
[10,] 2.704429e-03 6.071960e-03 1.154960e-02 1.861204e-02 0.0254105835
[11,] 3.650626e-03 7.967237e-03 1.473176e-02 2.307882e-02 0.0306331406
[12,] 4.580963e-03 9.720547e-03 1.747696e-02 2.662517e-02 0.0343702609
[13,] 5.376477e-03 1.109874e-02 1.941584e-02 2.878509e-02 0.0361690151
[14,] 5.958182e-03 1.198008e-02 2.041957e-02 2.950708e-02 0.0361551771
[15,] 6.329027e-03 1.242395e-02 2.068685e-02 2.922560e-02 0.0350459027
[16,] 6.587582e-03 1.267291e-02 2.070338e-02 2.873987e-02 0.0339291043
[17,] 6.897083e-03 1.306813e-02 2.106598e-02 2.892438e-02 0.0338790316
[18,] 7.413416e-03 1.390098e-02 2.223203e-02 3.038118e-02 0.0355589902
[19,] 8.201409e-03 1.526545e-02 2.430579e-02 3.318663e-02 0.0389762930
[20,] 9.183570e-03 1.698847e-02 2.696838e-02 3.684747e-02 0.0434817532
[21,] 1.015362e-02 1.867920e-02 2.958557e-02 4.047384e-02 0.0479865551
[22,] 1.085130e-02 1.987245e-02 3.143275e-02 4.307240e-02 0.0512847427
[23,] 1.105922e-02 2.019127e-02 3.192652e-02 4.383244e-02 0.0523694140
[24,] 1.067382e-02 1.945657e-02 3.077687e-02 4.232454e-02 0.0506809973
[25,] 9.725057e-03 1.771593e-02 2.803686e-02 3.859167e-02 0.0462547411
[26,] 8.351105e-03 1.520717e-02 2.406739e-02 3.313162e-02 0.0397246230
[27,] 6.750700e-03 1.228581e-02 1.943841e-02 2.676645e-02 0.0321500707
[28,] 5.132615e-03 9.337611e-03 1.478474e-02 2.041923e-02 0.0247052366
[29,] 3.672542e-03 6.692972e-03 1.065160e-02 1.487218e-02 0.0183618776
[30,] 2.484054e-03 4.564865e-03 7.384362e-03 1.060882e-02 0.0137114411
[31,] 1.609627e-03 3.030396e-03 5.103806e-03 7.798041e-03 0.0109790000
[32,] 1.032767e-03 2.057929e-03 3.761859e-03 6.390753e-03 0.0101564635
[33,] 7.033740e-04 1.558454e-03 3.229097e-03 6.240068e-03 0.0111276264
[34,] 5.630046e-04 1.431078e-03 3.359494e-03 7.168000e-03 0.0137033551
[35,] 5.596399e-04 1.583954e-03 4.008408e-03 8.961700e-03 0.0175762527
[36,] 6.501366e-04 1.932157e-03 5.017416e-03 1.133745e-02 0.0222658354
[37,] 7.958183e-04 2.387337e-03 6.197681e-03 1.392579e-02 0.0271253477
[38,] 9.585497e-04 2.854274e-03 7.336474e-03 1.630833e-02 0.0314362430
[39,] 1.101631e-03 3.240399e-03 8.230689e-03 1.809899e-02 0.0345609500
[40,] 1.195157e-03 3.473711e-03 8.731578e-03 1.903287e-02 0.0360884892
[41,] 1.222164e-03 3.518612e-03 8.777114e-03 1.901988e-02 0.0359076024
[42,] 1.181433e-03 3.380416e-03 8.395266e-03 1.813858e-02 0.0341788787
[43,] 1.085096e-03 3.096191e-03 7.678130e-03 1.657867e-02 0.0312310319
[44,] 9.523415e-04 2.717399e-03 6.742438e-03 1.456644e-02 0.0274433165
[45,] 8.025756e-04 2.293420e-03 5.696674e-03 1.231033e-02 0.0231710769
[46,] 6.510516e-04 1.862669e-03 4.626674e-03 9.982917e-03 0.0187299498
[47,] 5.079052e-04 1.452041e-03 3.597661e-03 7.728726e-03 0.0144099803
[48,] 3.794216e-04 1.080510e-03 2.661547e-03 5.673683e-03 0.0104778922
[49,] 2.695987e-04 7.619998e-04 1.859512e-03 3.920459e-03 0.0071493840
[50,] 1.808037e-04 5.054105e-04 1.217940e-03 2.532238e-03 0.0045480486
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 0.0001610332 0.0002039547 0.0002188004 0.0001988204 0.0001530293
 [2,] 0.0004117608 0.0005067261 0.0005282094 0.0004663866 0.0003488157
 [3,] 0.0009589764 0.0011467699 0.0011616051 0.0009966842 0.0007243967
 [4,] 0.0020364305 0.0023665114 0.0023295486 0.0019425058 0.0013720927
 [5,] 0.0039480851 0.0044588831 0.0042658051 0.0034571216 0.0023733971
 [6,] 0.0069987001 0.0076821964 0.0071433291 0.0056268672 0.0037548019
 [7,] 0.0113641030 0.0121242842 0.0109581403 0.0083903696 0.0054424294
 [8,] 0.0169371578 0.0175644935 0.0154313545 0.0114854979 0.0072423268
 [9,] 0.0232266272 0.0234140954 0.0199966653 0.0144687822 0.0088697139
[10,] 0.0293923331 0.0288043175 0.0239161710 0.0168246297 0.0100286163
[11,] 0.0344505505 0.0328274326 0.0265049260 0.0181337421 0.0105143462
[12,] 0.0375970058 0.0348517989 0.0273798399 0.0182319274 0.0102948512
[13,] 0.0385214730 0.0347793953 0.0266245556 0.0172887411 0.0095352102
[14,] 0.0375732805 0.0331282401 0.0247950894 0.0157716980 0.0085570657
[15,] 0.0356908460 0.0308942949 0.0227607550 0.0143129873 0.0077536065
[16,] 0.0341050537 0.0292399471 0.0214427271 0.0135328661 0.0074944282
[17,] 0.0339235642 0.0291260733 0.0215468935 0.0138807678 0.0080483656
[18,] 0.0357566502 0.0310209848 0.0233761292 0.0155335733 0.0095339137
[19,] 0.0395237307 0.0347750105 0.0267611387 0.0183583564 0.0118914029
[20,] 0.0444907556 0.0396718117 0.0311009198 0.0219286072 0.0148719435
[21,] 0.0494889714 0.0446095828 0.0354867397 0.0255903267 0.0180542408
[22,] 0.0532214853 0.0483592322 0.0388968218 0.0285898863 0.0209119035
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[15,] 4.423466e-04 4.529149e-04 4.054173e-04 3.147163e-04 2.108528e-04
[16,] 9.938991e-04 9.857864e-04 8.556545e-04 6.445853e-04 4.193114e-04
[17,] 2.025464e-03 1.945370e-03 1.636996e-03 1.196533e-03 7.556588e-04
[18,] 3.744432e-03 3.481164e-03 2.839098e-03 2.013119e-03 1.234118e-03
[19,] 6.281195e-03 5.649680e-03 4.464184e-03 3.070025e-03 1.826605e-03
[20,] 9.564638e-03 8.317878e-03 6.365046e-03 4.244075e-03 2.450267e-03
[21,] 1.322915e-02 1.111380e-02 8.231219e-03 5.319308e-03 2.979196e-03
[22,] 1.663569e-02 1.348461e-02 9.658147e-03 6.045833e-03 3.283660e-03
[23,] 1.904665e-02 1.487135e-02 1.028836e-02 6.233609e-03 3.281563e-03
[24,] 1.989800e-02 1.492899e-02 9.959116e-03 5.833748e-03 2.974466e-03
[25,] 1.902913e-02 1.367245e-02 8.772853e-03 4.959783e-03 2.446635e-03
[26,] 1.673716e-02 1.146182e-02 7.048046e-03 3.836061e-03 1.827770e-03
[27,] 1.362722e-02 8.838431e-03 5.181615e-03 2.704907e-03 1.241757e-03
[28,] 1.035616e-02 6.311962e-03 3.503336e-03 1.744601e-03 7.687913e-04
[29,] 7.416155e-03 4.211354e-03 2.193494e-03 1.034301e-03 4.351292e-04
[30,] 5.049888e-03 2.651471e-03 1.283352e-03 5.675753e-04 2.262232e-04
[31,] 3.290194e-03 1.590195e-03 7.089439e-04 2.909299e-04 1.087758e-04
[32,] 2.054030e-03 9.141553e-04 3.734171e-04 1.407853e-04 4.881497e-05
[33,] 1.224011e-03 5.041917e-04 1.887554e-04 6.497814e-05 2.066720e-05
[34,] 6.911112e-04 2.655725e-04 9.164172e-05 2.880141e-05 8.343156e-06
[35,] 3.666410e-04 1.325046e-04 4.252253e-05 1.227378e-05 3.235586e-06
[36,] 1.814372e-04 6.206388e-05 1.869422e-05 5.003706e-06 1.207454e-06
[37,] 8.336419e-05 2.708587e-05 7.713691e-06 1.934038e-06 4.315521e-07
[38,] 3.551906e-05 1.096223e-05 2.964076e-06 7.018439e-07 1.463917e-07
[39,] 1.407846e-05 4.110226e-06 1.055599e-06 2.371839e-07 4.665861e-08
[40,] 5.240411e-06 1.433289e-06 3.481210e-07 7.427519e-08 1.385482e-08
[41,] 1.866319e-06 4.700545e-07 1.068072e-07 2.153927e-08 3.813198e-09
[42,] 6.553585e-07 1.482147e-07 3.088761e-08 5.816093e-09 9.722889e-10
[43,] 2.354682e-07 4.653966e-08 8.639765e-09 1.484769e-09 2.311662e-10
[44,] 8.889325e-08 1.515418e-08 2.433370e-09 3.692451e-10 5.216178e-11
[45,] 3.512906e-08 5.234845e-09 7.200403e-10 9.357018e-11 1.156070e-11
[46,] 1.407621e-08 1.891807e-09 2.275570e-10 2.521301e-11 2.643572e-12
[47,] 5.501150e-09 6.873546e-10 7.493891e-11 7.281312e-12 6.494830e-13
[48,] 2.034283e-09 2.411729e-10 2.457107e-11 2.176590e-12 1.710512e-13
[49,] 6.983518e-10 7.945360e-11 7.708279e-12 6.412455e-13 4.622896e-14
[50,] 2.201457e-10 2.417670e-11 2.255771e-12 1.792537e-13 1.219115e-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  
     3840.0       -175.6  

> abline(r)
> box()
> dev.off()
null device 
          1 
> postscript(file="/var/www/rcomp/tmp/7i3471257769422.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] 0.0393159 0.1148540 0.1903922 0.2659303 0.3414684 0.4170065 0.4925447
 [8] 0.5680828 0.6436209 0.7191590 0.7946972 0.8702353 0.9457734 1.0213115
[15] 1.0968497 1.1723878 1.2479259 1.3234641 1.3990022 1.4745403 1.5500784
[22] 1.6256166 1.7011547 1.7766928 1.8522309 1.9277691 2.0033072 2.0788453
[29] 2.1543834 2.2299216 2.3054597 2.3809978 2.4565359 2.5320741 2.6076122
[36] 2.6831503 2.7586885 2.8342266 2.9097647 2.9853028 3.0608410 3.1363791
[43] 3.2119172 3.2874553 3.3629935 3.4385316 3.5140697 3.5896078 3.6651460
[50] 3.7406841

$yords
 [1]  804.4575  881.5515  958.6454 1035.7394 1112.8334 1189.9274 1267.0214
 [8] 1344.1153 1421.2093 1498.3033 1575.3973 1652.4913 1729.5852 1806.6792
[15] 1883.7732 1960.8672 2037.9612 2115.0551 2192.1491 2269.2431 2346.3371
[22] 2423.4311 2500.5250 2577.6190 2654.7130 2731.8070 2808.9010 2885.9950
[29] 2963.0889 3040.1829 3117.2769 3194.3709 3271.4649 3348.5588 3425.6528
[36] 3502.7468 3579.8408 3656.9348 3734.0287 3811.1227 3888.2167 3965.3107
[43] 4042.4047 4119.4986 4196.5926 4273.6866 4350.7806 4427.8746 4504.9685
[50] 4582.0625

$zden
              [,1]         [,2]         [,3]         [,4]         [,5]
 [1,] 8.008795e-11 4.063803e-10 1.758306e-09 6.491604e-09 2.046993e-08
 [2,] 3.836729e-10 1.904743e-09 8.063339e-09 2.912687e-08 8.986209e-08
 [3,] 1.679863e-09 8.159813e-09 3.379843e-08 1.194586e-07 3.606110e-07
 [4,] 6.723158e-09 3.195474e-08 1.295132e-07 4.479208e-07 1.323079e-06
 [5,] 2.460027e-08 1.144157e-07 4.537904e-07 1.535809e-06 4.439286e-06
 [6,] 8.231402e-08 3.746583e-07 1.454216e-06 4.816581e-06 1.362510e-05
 [7,] 2.519422e-07 1.122313e-06 4.263521e-06 1.382118e-05 3.826579e-05
 [8,] 7.056449e-07 3.076730e-06 1.144052e-05 3.630219e-05 9.838046e-05
 [9,] 1.809470e-06 7.722952e-06 2.811161e-05 8.732337e-05 2.316693e-04
[10,] 4.251169e-06 1.776242e-05 6.329824e-05 1.925054e-04 5.000323e-04
[11,] 9.160363e-06 3.746995e-05 1.307342e-04 3.893041e-04 9.901811e-04
[12,] 1.813240e-05 7.260630e-05 2.480252e-04 7.232100e-04 1.801359e-03
[13,] 3.305375e-05 1.295292e-04 4.331458e-04 1.236634e-03 3.016410e-03
[14,] 5.571271e-05 2.135109e-04 6.985878e-04 1.952227e-03 4.662476e-03
[15,] 8.739819e-05 3.270481e-04 1.045838e-03 2.858479e-03 6.680785e-03
[16,] 1.289669e-04 4.697623e-04 1.464882e-03 3.909510e-03 8.931193e-03
[17,] 1.820047e-04 6.416299e-04 1.942949e-03 5.047700e-03 1.124598e-02
[18,] 2.515329e-04 8.502104e-04 2.482639e-03 6.245940e-03 1.351915e-02
[19,] 3.502216e-04 1.120610e-03 3.123737e-03 7.551981e-03 1.578887e-02
[20,] 5.034822e-04 1.505273e-03 3.959469e-03 9.111654e-03 1.826504e-02
[21,] 7.542999e-04 2.090337e-03 5.139677e-03 1.115697e-02 2.128116e-02
[22,] 1.166056e-03 2.995726e-03 6.858780e-03 1.396349e-02 2.519339e-02
[23,] 1.820539e-03 4.365953e-03 9.329917e-03 1.779388e-02 3.027696e-02
[24,] 2.807183e-03 6.347123e-03 1.274489e-02 2.284073e-02 3.665944e-02
[25,] 4.200031e-03 9.045898e-03 1.721668e-02 2.916868e-02 4.429437e-02
[26,] 6.023271e-03 1.247275e-02 2.270701e-02 3.665232e-02 5.295351e-02
[27,] 8.214777e-03 1.648608e-02 2.896072e-02 4.492627e-02 6.222854e-02
[28,] 1.060586e-02 2.076853e-02 3.548966e-02 5.339142e-02 7.156780e-02
[29,] 1.293687e-02 2.486710e-02 4.164879e-02 6.132292e-02 8.038475e-02
[30,] 1.491622e-02 2.830516e-02 4.680757e-02 6.807484e-02 8.822815e-02
[31,] 1.630737e-02 3.073133e-02 5.055522e-02 7.329585e-02 9.492553e-02
[32,] 1.700622e-02 3.203478e-02 5.283065e-02 7.702108e-02 1.005756e-01
[33,] 1.706752e-02 3.235839e-02 5.388615e-02 7.954884e-02 1.053329e-01
[34,] 1.666133e-02 3.199094e-02 5.408364e-02 8.114190e-02 1.090770e-01
[35,] 1.597944e-02 3.119232e-02 5.363372e-02 8.172844e-02 1.111848e-01
[36,] 1.514280e-02 3.005265e-02 5.243897e-02 8.081056e-02 1.106084e-01
[37,] 1.416192e-02 2.846949e-02 5.014831e-02 7.767385e-02 1.062903e-01
[38,] 1.296915e-02 2.625421e-02 4.639607e-02 7.179821e-02 9.771879e-02
[39,] 1.149736e-02 2.329723e-02 4.108067e-02 6.323173e-02 8.531189e-02
[40,] 9.753527e-03 1.968918e-02 3.451452e-02 5.270628e-02 7.040212e-02
[41,] 7.844041e-03 1.572924e-02 2.736286e-02 4.143220e-02 5.482540e-02
[42,] 5.942883e-03 1.182597e-02 2.041895e-02 3.069636e-02 4.033683e-02
[43,] 4.227863e-03 8.355807e-03 1.434722e-02 2.147902e-02 2.814203e-02
[44,] 2.822921e-03 5.555108e-03 9.519542e-03 1.425702e-02 1.872299e-02
[45,] 1.772521e-03 3.487323e-03 5.993995e-03 9.029915e-03 1.195244e-02
[46,] 1.050957e-03 2.078263e-03 3.603138e-03 5.489690e-03 7.357211e-03
[47,] 5.917355e-04 1.182897e-03 2.079308e-03 3.216287e-03 4.373270e-03
[48,] 3.183016e-04 6.463520e-04 1.155603e-03 1.816556e-03 2.503158e-03
[49,] 1.643563e-04 3.398787e-04 6.181086e-04 9.852250e-04 1.370388e-03
[50,] 8.160910e-05 1.717392e-04 3.167074e-04 5.094279e-04 7.112935e-04
              [,6]         [,7]         [,8]         [,9]        [,10]
 [1,] 5.520756e-08 1.276495e-07 2.541472e-07 4.396001e-07 6.729264e-07
 [2,] 2.371133e-07 5.362996e-07 1.044076e-06 1.764207e-06 2.632342e-06
 [3,] 9.309712e-07 2.059884e-06 3.921586e-06 6.474323e-06 9.420159e-06
 [4,] 3.342146e-06 7.234593e-06 1.346993e-05 2.173109e-05 3.084408e-05
 [5,] 1.097298e-05 2.323955e-05 4.232071e-05 6.673020e-05 9.242326e-05
 [6,] 3.295773e-05 6.829877e-05 1.216635e-04 1.875242e-04 2.535277e-04
 [7,] 9.058900e-05 1.837082e-04 3.201498e-04 4.824593e-04 6.369211e-04
 [8,] 2.279657e-04 4.524530e-04 7.715087e-04 1.136979e-03 1.466207e-03
 [9,] 5.255099e-04 1.020936e-03 1.703669e-03 2.455896e-03 3.094944e-03
[10,] 1.110515e-03 2.112164e-03 3.450035e-03 4.866184e-03 5.995724e-03
[11,] 2.153376e-03 4.010403e-03 6.413512e-03 8.854225e-03 1.067239e-02
[12,] 3.836567e-03 6.997722e-03 1.095949e-02 1.481523e-02 1.748132e-02
[13,] 6.292234e-03 1.124175e-02 1.724690e-02 2.283984e-02 2.640411e-02
[14,] 9.525345e-03 1.667090e-02 2.506035e-02 3.252806e-02 3.687994e-02
[15,] 1.336299e-02 2.290802e-02 3.374731e-02 4.295839e-02 4.782835e-02
[16,] 1.747639e-02 2.933278e-02 4.234743e-02 5.289857e-02 5.792928e-02
[17,] 2.149385e-02 3.528636e-02 4.990912e-02 6.122147e-02 6.608781e-02
[18,] 2.516769e-02 4.034216e-02 5.586526e-02 6.734845e-02 7.187738e-02
[19,] 2.851083e-02 4.450183e-02 6.027112e-02 7.148631e-02 7.572458e-02
[20,] 3.181999e-02 4.819669e-02 6.375848e-02 7.450961e-02 7.871013e-02
[21,] 3.556246e-02 5.207955e-02 6.721376e-02 7.752864e-02 8.205741e-02
[22,] 4.018488e-02 5.671781e-02 7.134922e-02 8.136046e-02 8.655049e-02
[23,] 4.594727e-02 6.235642e-02 7.639861e-02 8.617739e-02 9.217072e-02
[24,] 5.285958e-02 6.886984e-02 8.209199e-02 9.151042e-02 9.813968e-02
[25,] 6.072506e-02 7.590310e-02 8.790242e-02 9.659502e-02 1.033559e-01
[26,] 6.923403e-02 8.309824e-02 9.341204e-02 1.008682e-01 1.070096e-01
[27,] 7.804916e-02 9.027898e-02 9.859695e-02 1.043501e-01 1.090548e-01
[28,] 8.686611e-02 9.751795e-02 1.038884e-01 1.077021e-01 1.102741e-01
[29,] 9.546717e-02 1.050805e-01 1.099822e-01 1.119155e-01 1.118744e-01
[30,] 1.037666e-01 1.132746e-01 1.174744e-01 1.177633e-01 1.148027e-01
[31,] 1.117969e-01 1.222361e-01 1.264636e-01 1.252716e-01 1.191319e-01
[32,] 1.195708e-01 1.316875e-01 1.362716e-01 1.334605e-01 1.238414e-01
[33,] 1.268275e-01 1.407451e-01 1.454044e-01 1.404883e-01 1.271061e-01
[34,] 1.327920e-01 1.478963e-01 1.518112e-01 1.441597e-01 1.269564e-01
[35,] 1.361485e-01 1.512566e-01 1.534066e-01 1.426102e-01 1.220047e-01
[36,] 1.353581e-01 1.491045e-01 1.487132e-01 1.349202e-01 1.119386e-01
[37,] 1.292476e-01 1.405243e-01 1.374009e-01 1.214402e-01 9.761695e-02
[38,] 1.175976e-01 1.258662e-01 1.204922e-01 1.037119e-01 8.077337e-02
[39,] 1.014045e-01 1.067709e-01 1.001139e-01 8.401225e-02 6.347258e-02
[40,] 8.265032e-02 8.570604e-02 7.887380e-02 6.469574e-02 4.753676e-02
[41,] 6.368318e-02 6.522047e-02 5.912195e-02 4.759202e-02 3.414449e-02
[42,] 4.651936e-02 4.725759e-02 4.240676e-02 3.367794e-02 2.371469e-02
[43,] 3.238122e-02 3.280780e-02 2.931108e-02 2.309804e-02 1.605425e-02
[44,] 2.161517e-02 2.196505e-02 1.964302e-02 1.543709e-02 1.064200e-02
[45,] 1.391639e-02 1.424616e-02 1.279770e-02 1.005911e-02 6.896814e-03
[46,] 8.666980e-03 8.954175e-03 8.085634e-03 6.356975e-03 4.335606e-03
[47,] 5.213584e-03 5.429077e-03 4.917476e-03 3.858237e-03 2.612816e-03
[48,] 3.011411e-03 3.148906e-03 2.849594e-03 2.223230e-03 1.490788e-03
[49,] 1.655655e-03 1.729814e-03 1.556891e-03 1.203292e-03 7.966511e-04
[50,] 8.582514e-04 8.914786e-04 7.946571e-04 6.063997e-04 3.954094e-04
             [,11]        [,12]        [,13]        [,14]        [,15]
 [1,] 9.460656e-07 1.306259e-06 1.962993e-06 3.624370e-06 8.713461e-06
 [2,] 3.588721e-06 4.743572e-06 6.601444e-06 1.057750e-05 2.093659e-05
 [3,] 1.247196e-05 1.587066e-05 2.084242e-05 3.014608e-05 5.059750e-05
 [4,] 3.969768e-05 4.879648e-05 6.116661e-05 8.223178e-05 1.218699e-04
 [5,] 1.157262e-04 1.377135e-04 1.659086e-04 2.113553e-04 2.870576e-04
 [6,] 3.090526e-04 3.566198e-04 4.147329e-04 5.067495e-04 6.484092e-04
 [7,] 7.563807e-04 8.475073e-04 9.543979e-04 1.127175e-03 1.384037e-03
 [8,] 1.697473e-03 1.849348e-03 2.021834e-03 2.320418e-03 2.766849e-03
 [9,] 3.495821e-03 3.708484e-03 3.945809e-03 4.419282e-03 5.157984e-03
[10,] 6.613192e-03 6.842060e-03 7.103654e-03 7.794091e-03 8.955875e-03
[11,] 1.150682e-02 1.163251e-02 1.181993e-02 1.275427e-02 1.449531e-02
[12,] 1.844735e-02 1.826273e-02 1.822437e-02 1.941956e-02 2.191693e-02
[13,] 2.731262e-02 2.655151e-02 2.612588e-02 2.761243e-02 3.105502e-02
[14,] 3.746704e-02 3.588575e-02 3.498071e-02 3.683550e-02 4.140167e-02
[15,] 4.783931e-02 4.533245e-02 4.400992e-02 4.637373e-02 5.218686e-02
[16,] 5.723304e-02 5.393466e-02 5.245311e-02 5.550630e-02 6.256815e-02
[17,] 6.477242e-02 6.108724e-02 5.986452e-02 6.375216e-02 7.186965e-02
[18,] 7.027884e-02 6.681612e-02 6.631253e-02 7.103905e-02 7.977148e-02
[19,] 7.437149e-02 7.180056e-02 7.236314e-02 7.769832e-02 8.635088e-02
[20,] 7.820286e-02 7.708255e-02 7.881018e-02 8.424950e-02 9.192776e-02
[21,] 8.291925e-02 8.355464e-02 8.623102e-02 9.103588e-02 9.676264e-02
[22,] 8.908447e-02 9.144112e-02 9.455290e-02 9.787138e-02 1.007544e-01
[23,] 9.634689e-02 1.000295e-01 1.028590e-01 1.039029e-01 1.033263e-01
[24,] 1.035376e-01 1.078318e-01 1.095969e-01 1.078283e-01 1.036170e-01
[25,] 1.091897e-01 1.131631e-01 1.131674e-01 1.084331e-01 1.009253e-01
[26,] 1.122480e-01 1.148966e-01 1.126458e-01 1.052019e-01 9.517635e-02
[27,] 1.126074e-01 1.130098e-01 1.082565e-01 9.865999e-02 8.712103e-02
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[27,] 0.050243506 0.038248197 0.029020667 0.0233897503 0.0213122579
[28,] 0.051062820 0.037942401 0.028169571 0.0223329241 0.0201740148
[29,] 0.052552792 0.038656642 0.028433022 0.0223070949 0.0199182741
[30,] 0.055044531 0.040680602 0.030047506 0.0235063226 0.0207004842
[31,] 0.058673095 0.044017527 0.032931632 0.0258145634 0.0223918543
[32,] 0.063268943 0.048339377 0.036687983 0.0288373865 0.0246313677
[33,] 0.068369629 0.053082475 0.040741193 0.0320479738 0.0269602334
[34,] 0.073358593 0.057642973 0.044545214 0.0349732797 0.0289719748
[35,] 0.077658806 0.061565584 0.047746152 0.0373214893 0.0304066390
[36,] 0.080869324 0.064617002 0.050210278 0.0389874704 0.0311535704
[37,] 0.082769803 0.066707171 0.051910684 0.0399491455 0.0311826052
[38,] 0.083210224 0.067722554 0.052757706 0.0401361824 0.0304640759
[39,] 0.081984648 0.067397383 0.052496750 0.0393681642 0.0289381827
[40,] 0.078801069 0.065329069 0.050756104 0.0374118577 0.0265550131
[41,] 0.073394666 0.061152881 0.047231344 0.0341272094 0.0233548823
[42,] 0.065730845 0.054784766 0.041902047 0.0296111513 0.0195294682
[43,] 0.056173562 0.046587552 0.035149148 0.0242463251 0.0154159777
[44,] 0.045502285 0.037352013 0.027696238 0.0186186727 0.0114193057
[45,] 0.034745807 0.028089664 0.020400003 0.0133448642 0.0079006609
[46,] 0.024906981 0.019739510 0.013996924 0.0088972999 0.0050873539
[47,] 0.016708575 0.012928367 0.008924720 0.0055047843 0.0030406834
[48,] 0.010465481 0.007877537 0.005280022 0.0031554075 0.0016836888
[49,] 0.006109629 0.004460085 0.002895500 0.0016739662 0.0008625234
[50,] 0.003319487 0.002344301 0.001470917 0.0008213629 0.0004084106
             [,37]        [,38]        [,39]        [,40]        [,41]
 [1,] 0.0029818865 2.016469e-03 1.175864e-03 5.895502e-04 2.537840e-04
 [2,] 0.0047213879 3.110991e-03 1.772818e-03 8.714428e-04 3.693254e-04
 [3,] 0.0069203402 4.450284e-03 2.485569e-03 1.203631e-03 5.061095e-04
 [4,] 0.0094385675 5.943746e-03 3.271425e-03 1.573744e-03 6.651599e-04
 [5,] 0.0120713337 7.489384e-03 4.099144e-03 1.984601e-03 8.595143e-04
 [6,] 0.0146368537 9.033491e-03 4.981184e-03 2.468819e-03 1.121233e-03
 [7,] 0.0170669407 1.061387e-02 5.986739e-03 3.090212e-03 1.502650e-03
 [8,] 0.0194359819 1.234580e-02 7.215488e-03 3.924436e-03 2.069738e-03
 [9,] 0.0218876053 1.433825e-02 8.733976e-03 5.023993e-03 2.890047e-03
[10,] 0.0244838714 1.657759e-02 1.050648e-02 6.386219e-03 4.020745e-03
[11,] 0.0270681424 1.885391e-02 1.236807e-02 7.946312e-03 5.500733e-03
[12,] 0.0292466724 2.079675e-02 1.407198e-02 9.605217e-03 7.346167e-03
[13,] 0.0305320775 2.202626e-02 1.540051e-02 1.128113e-02 9.546788e-03
[14,] 0.0305875032 2.234955e-02 1.628540e-02 1.295837e-02 1.206463e-02
[15,] 0.0294348486 2.189278e-02 1.687090e-02 1.470828e-02 1.484140e-02
[16,] 0.0275005786 2.108792e-02 1.747964e-02 1.666973e-02 1.781516e-02
[17,] 0.0254644257 2.051204e-02 1.848949e-02 1.899061e-02 2.093138e-02
[18,] 0.0239878585 2.065395e-02 2.017064e-02 2.174305e-02 2.412465e-02
[19,] 0.0234589430 2.171544e-02 2.254930e-02 2.483907e-02 2.726757e-02
[20,] 0.0238684552 2.353117e-02 2.535732e-02 2.799021e-02 3.012300e-02
[21,] 0.0248547539 2.563500e-02 2.809860e-02 3.075355e-02 3.235757e-02
[22,] 0.0258751766 2.743939e-02 3.021738e-02 3.267095e-02 3.364261e-02
[23,] 0.0264200153 2.845295e-02 3.130355e-02 3.344771e-02 3.380004e-02
[24,] 0.0261884008 2.845057e-02 3.124407e-02 3.307777e-02 3.290210e-02
[25,] 0.0251755864 2.753454e-02 3.025047e-02 3.184280e-02 3.125501e-02
[26,] 0.0236564070 2.607229e-02 2.875436e-02 3.018498e-02 2.927170e-02
[27,] 0.0220796974 2.454608e-02 2.722813e-02 2.852472e-02 2.730817e-02
[28,] 0.0209119271 2.338081e-02 2.601680e-02 2.711582e-02 2.554974e-02
[29,] 0.0204831584 2.281475e-02 2.524724e-02 2.599481e-02 2.399028e-02
[30,] 0.0208877904 2.285170e-02 2.483245e-02 2.502338e-02 2.249132e-02
[31,] 0.0219717672 2.329533e-02 2.454529e-02 2.398227e-02 2.087546e-02
[32,] 0.0234030703 2.383712e-02 2.411682e-02 2.266745e-02 1.900947e-02
[33,] 0.0247892946 2.415790e-02 2.332122e-02 2.095605e-02 1.685124e-02
[34,] 0.0257909722 2.400856e-02 2.202722e-02 1.883183e-02 1.445582e-02
[35,] 0.0261886987 2.325243e-02 2.021401e-02 1.637608e-02 1.195006e-02
[36,] 0.0258900413 2.186837e-02 1.795882e-02 1.373671e-02 9.491736e-03
[37,] 0.0248934961 1.992729e-02 1.540733e-02 1.108897e-02 7.229017e-03
[38,] 0.0232445433 1.755913e-02 1.273745e-02 8.598244e-03 5.271136e-03
[39,] 0.0210138701 1.492433e-02 1.012563e-02 6.392739e-03 3.675043e-03
[40,] 0.0183047883 1.219458e-02 7.721367e-03 4.549327e-03 2.446895e-03
[41,] 0.0152722761 9.539137e-03 5.631890e-03 3.092594e-03 1.553735e-03
[42,] 0.0121269022 7.110212e-03 3.916263e-03 2.003640e-03 9.394374e-04
[43,] 0.0091083964 5.025504e-03 2.586937e-03 1.234004e-03 5.398763e-04
[44,] 0.0064359115 3.352465e-03 1.617262e-03 7.204369e-04 2.942759e-04
[45,] 0.0042583992 2.101668e-03 9.533595e-04 3.975462e-04 1.517984e-04
[46,] 0.0026284744 1.233436e-03 5.280663e-04 2.067334e-04 7.392708e-05
[47,] 0.0015089006 6.754293e-04 2.739388e-04 1.010194e-04 3.390938e-05
[48,] 0.0008036657 3.441332e-04 1.326943e-04 4.625409e-05 1.461413e-05
[49,] 0.0003964081 1.627529e-04 5.985706e-05 1.979160e-05 5.903734e-06
[50,] 0.0001808231 7.130855e-05 2.508464e-05 7.893962e-06 2.230259e-06
             [,42]        [,43]        [,44]        [,45]        [,46]
 [1,] 9.384345e-05 2.995034e-05 8.413390e-06 2.246902e-06 7.163523e-07
 [2,] 1.353555e-04 4.344355e-05 1.280483e-05 4.049031e-06 1.796674e-06
 [3,] 1.863308e-04 6.185920e-05 2.043328e-05 8.422754e-06 5.021871e-06
 [4,] 2.515998e-04 9.039878e-05 3.620738e-05 1.987874e-05 1.428511e-05
 [5,] 3.448235e-04 1.416349e-04 7.195588e-05 4.938938e-05 3.900006e-05
 [6,] 4.939649e-04 2.416351e-04 1.531454e-04 1.208344e-04 9.945037e-05
 [7,] 7.464093e-04 4.385233e-04 3.288571e-04 2.803784e-04 2.342602e-04
 [8,] 1.172843e-03 8.121292e-04 6.829293e-04 6.062982e-04 5.076208e-04
 [9,] 1.868269e-03 1.479837e-03 1.339712e-03 1.212642e-03 1.010786e-03
[10,] 2.946180e-03 2.589391e-03 2.453595e-03 2.236976e-03 1.850627e-03
[11,] 4.519795e-03 4.288725e-03 4.172726e-03 3.805207e-03 3.121360e-03
[12,] 6.667290e-03 6.671733e-03 6.579273e-03 5.978636e-03 4.865604e-03
[13,] 9.389577e-03 9.717827e-03 9.628979e-03 8.705727e-03 7.042927e-03
[14,] 1.258367e-02 1.326038e-02 1.312721e-02 1.180985e-02 9.527024e-03
[15,] 1.605657e-02 1.701500e-02 1.676824e-02 1.502989e-02 1.213804e-02
[16,] 1.958215e-02 2.066423e-02 2.022604e-02 1.809568e-02 1.469054e-02
[17,] 2.296690e-02 2.395041e-02 2.324329e-02 2.079059e-02 1.702223e-02
[18,] 2.607457e-02 2.671472e-02 2.566113e-02 2.296000e-02 1.898267e-02
[19,] 2.878860e-02 2.885975e-02 2.737773e-02 2.447005e-02 2.039963e-02
[20,] 3.095002e-02 3.027930e-02 2.828551e-02 2.516781e-02 2.106886e-02
[21,] 3.234143e-02 3.083123e-02 2.825733e-02 2.489757e-02 2.080131e-02
[22,] 3.275555e-02 3.039207e-02 2.720749e-02 2.357901e-02 1.951428e-02
[23,] 3.211254e-02 2.895658e-02 2.518349e-02 2.129422e-02 1.730917e-02
[24,] 3.053957e-02 2.670080e-02 2.241227e-02 1.831444e-02 1.447799e-02
[25,] 2.834831e-02 2.395291e-02 1.925704e-02 1.503784e-02 1.142504e-02
[26,] 2.591922e-02 2.108532e-02 1.610651e-02 1.186969e-02 8.543587e-03
[27,] 2.356293e-02 1.839362e-02 1.326022e-02 9.109642e-03 6.110133e-03
[28,] 2.143293e-02 1.602564e-02 1.086628e-02 6.896640e-03 4.239990e-03
[29,] 1.952072e-02 1.398316e-02 8.927732e-03 5.222009e-03 2.907848e-03
[30,] 1.771502e-02 1.217651e-02 7.356216e-03 3.985942e-03 2.005954e-03
[31,] 1.588352e-02 1.049522e-02 6.037498e-03 3.061828e-03 1.405122e-03
[32,] 1.393984e-02 8.863103e-03 4.880908e-03 2.342430e-03 9.957873e-04
[33,] 1.187598e-02 7.262868e-03 3.840707e-03 1.759091e-03 7.036904e-04
[34,] 9.758371e-03 5.730265e-03 2.911876e-03 1.278850e-03 4.869077e-04
[35,] 7.698286e-03 4.328740e-03 2.111272e-03 8.904388e-04 3.246854e-04
[36,] 5.813026e-03 3.119590e-03 1.456872e-03 5.895885e-04 2.063345e-04
[37,] 4.193383e-03 2.140232e-03 9.541195e-04 3.697139e-04 1.241228e-04
[38,] 2.886339e-03 1.396256e-03 5.922661e-04 2.191271e-04 7.043903e-05
[39,] 1.893994e-03 8.657156e-04 3.483201e-04 1.226802e-04 3.766169e-05
[40,] 1.183973e-03 5.099948e-04 1.940880e-04 6.488774e-05 1.897120e-05
[41,] 7.045244e-04 2.853767e-04 1.024816e-04 3.243862e-05 9.008455e-06
[42,] 3.986787e-04 1.516185e-04 5.128059e-05 1.533505e-05 4.035579e-06
[43,] 2.142851e-04 7.643204e-05 2.431392e-05 6.857578e-06 1.706754e-06
[44,] 1.092328e-04 3.652298e-05 1.091825e-05 2.900914e-06 6.817983e-07
[45,] 5.271719e-05 1.652237e-05 4.639801e-06 1.160491e-06 2.572943e-07
[46,] 2.404171e-05 7.065400e-06 1.863834e-06 4.387278e-07 9.170643e-08
[47,] 1.034029e-05 2.851268e-06 7.067768e-07 1.565855e-07 3.085342e-08
[48,] 4.185876e-06 1.084004e-06 2.526201e-07 5.269327e-08 9.788727e-09
[49,] 1.591696e-06 3.875933e-07 8.497552e-08 1.669512e-08 2.925078e-09
[50,] 5.673946e-07 1.301212e-07 2.686028e-08 4.973146e-09 8.221360e-10
             [,47]        [,48]        [,49]        [,50]
 [1,] 3.475719e-07 2.186990e-07 1.368833e-07 7.662069e-08
 [2,] 1.127599e-06 7.669787e-07 4.817004e-07 2.656633e-07
 [3,] 3.592254e-06 2.498414e-06 1.553815e-06 8.422247e-07
 [4,] 1.076798e-05 7.483947e-06 4.586676e-06 2.441724e-06
 [5,] 2.985250e-05 2.054600e-05 1.238799e-05 6.477564e-06
 [6,] 7.606162e-05 5.165481e-05 3.063058e-05 1.574151e-05
 [7,] 1.777553e-04 1.189708e-04 6.941589e-05 3.510113e-05
 [8,] 3.809806e-04 2.513096e-04 1.444415e-04 7.199324e-05
 [9,] 7.496143e-04 4.878041e-04 2.766970e-04 1.362925e-04
[10,] 1.356684e-03 8.725506e-04 4.898189e-04 2.393120e-04
[11,] 2.265437e-03 1.444147e-03 8.054459e-04 3.922479e-04
[12,] 3.505567e-03 2.223868e-03 1.238621e-03 6.049341e-04
[13,] 5.056641e-03 3.208870e-03 1.795832e-03 8.855733e-04
[14,] 6.849843e-03 4.374483e-03 2.476107e-03 1.240706e-03
[15,] 8.787345e-03 5.681833e-03 3.271425e-03 1.672943e-03
[16,] 1.076298e-02 7.079888e-03 4.160623e-03 2.174030e-03
[17,] 1.266384e-02 8.493259e-03 5.095013e-03 2.714223e-03
[18,] 1.434899e-02 9.801295e-03 5.983603e-03 3.234272e-03
[19,] 1.562859e-02 1.082983e-02 6.693334e-03 3.649097e-03
[20,] 1.627826e-02 1.137801e-02 7.076213e-03 3.868135e-03
[21,] 1.610379e-02 1.128218e-02 7.019108e-03 3.827059e-03
[22,] 1.503077e-02 1.048918e-02 6.493596e-03 3.515966e-03
[23,] 1.316574e-02 9.096774e-03 5.577569e-03 2.988056e-03
[24,] 1.078577e-02 7.333699e-03 4.433897e-03 2.342741e-03
[25,] 8.255656e-03 5.486250e-03 3.255825e-03 1.691473e-03
[26,] 5.914827e-03 3.808785e-03 2.206715e-03 1.123482e-03
[27,] 3.988910e-03 2.460101e-03 1.381464e-03 6.863519e-04
[28,] 2.559435e-03 1.487400e-03 8.010302e-04 3.860328e-04
[29,] 1.589310e-03 8.515651e-04 4.328814e-04 2.004577e-04
[30,] 9.767736e-04 4.704683e-04 2.206133e-04 9.669195e-05
[31,] 6.074273e-04 2.574303e-04 1.081788e-04 4.383745e-05
[32,] 3.867007e-04 1.432756e-04 5.252898e-05 1.906930e-05
[33,] 2.506453e-04 8.228238e-05 2.604720e-05 8.207256e-06
[34,] 1.623281e-04 4.842642e-05 1.342005e-05 3.616519e-06
[35,] 1.027624e-04 2.854993e-05 7.129738e-06 1.665107e-06
[36,] 6.246898e-05 1.643657e-05 3.804983e-06 7.949167e-07
[37,] 3.604692e-05 9.062498e-06 1.982392e-06 3.823168e-07
[38,] 1.961960e-05 4.728917e-06 9.873592e-07 1.795614e-07
[39,] 1.004388e-05 2.321309e-06 4.644260e-07 8.053693e-08
[40,] 4.832669e-06 1.069386e-06 2.051076e-07 3.406598e-08
[41,] 2.186352e-06 4.622017e-07 8.487600e-08 1.351128e-08
[42,] 9.308704e-07 1.875563e-07 3.290904e-08 5.015605e-09
[43,] 3.733580e-07 7.153405e-08 1.196650e-08 1.742875e-09
[44,] 1.411889e-07 2.567213e-08 4.085744e-09 5.675049e-10
[45,] 5.036954e-08 8.677312e-09 1.311423e-09 1.733761e-10
[46,] 1.695625e-08 2.764132e-09 3.960969e-10 4.975625e-11
[47,] 5.385428e-09 8.300478e-10 1.126502e-10 1.342653e-11
[48,] 1.612877e-09 2.349471e-10 3.017611e-11 3.408945e-12
[49,] 4.550705e-10 6.265257e-11 7.613039e-12 8.146058e-13
[50,] 1.208196e-10 1.572646e-11 1.808048e-12 1.831965e-13

> 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  
     2803.5       -220.9  

> abline(r)
> box()
> dev.off()
null device 
          1 
> 
> system("convert tmp/1hcbo1257769422.ps tmp/1hcbo1257769422.png")
> system("convert tmp/29kqa1257769422.ps tmp/29kqa1257769422.png")
> system("convert tmp/3pht31257769422.ps tmp/3pht31257769422.png")
> system("convert tmp/4bz6v1257769422.ps tmp/4bz6v1257769422.png")
> system("convert tmp/5e4ac1257769422.ps tmp/5e4ac1257769422.png")
> system("convert tmp/6qdou1257769422.ps tmp/6qdou1257769422.png")
> system("convert tmp/7i3471257769422.ps tmp/7i3471257769422.png")
> 
> 
> proc.time()
   user  system elapsed 
  2.540   2.200   4.286