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Type 'q()' to quit R. > z <- c(14497,14398.3,16629.6,16670.7,16614.8,16869.2,15663.9,16359.9,18447.7,16889,16505,18320.9,15052.1,15699.8,18135.3,16768.7,18883,19021,18101.9,17776.1,21489.9,17065.3,18690,18953.1,16398.9,16895.6,18553,19270,19422.1,17579.4,18637.3,18076.7,20438.6,18075.2,19563,19899.2,19227.5,17789.6,19220.8,21968.9,21131.5,19484.6,22168.7,20866.8,22176.2,23533.8,21479.6,24347.7,22751.6,20328.3,23650.4,23335.7,19614.9,18042.3,17282.5,16847.2,18159.5,16540.9,15952.7,18357.8,16394.3) > y <- c(200.1,172,136.1,182.6,208.7,142.3,188.8,143.9,149.7,196.9,231.5,219.2,220.7,244.2,182.5,229.8,238.1,206.5,249.3,181.8,218,246.4,214.3,242.3,220.7,204.5,180.7,233,236.5,239.4,208.7,209,247.2,284.3,245.8,249.1,251.4,251.2,207.2,228.3,254.3,217.9,244.4,233.2,212.6,239.5,335.5,248.8,264.6,275.4,180.7,256.1,247.4,227.8,248.1,153.7,225.5,274.4,400.3,301.8,345.2) > x <- c(15912.8,13866.5,17823.2,17872,17420.4,16704.4,15991.2,16583.6,19123.5,17838.7,17209.4,18586.5,16258.1,15141.6,19202.1,17746.5,19090.1,18040.3,17515.5,17751.8,21072.4,17170,19439.5,19795.4,17574.9,16165.4,19464.6,19932.1,19961.2,17343.4,18924.2,18574.1,21350.6,18594.6,19823.1,20844.4,19640.2,17735.4,19813.6,22160,20664.3,17877.4,20906.5,21164.1,21374.4,22952.3,21343.5,23899.3,22392.9,18274.1,22786.7,22321.5,17842.2,16373.5,15993.8,16446.1,17729,16643,16196.7,18252.1,17304) > 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$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.23 loaded Copyright M. P. Wand 1997-2009 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1alip1257164518.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2psrq1257164518.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3nf421257164518.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4ytew1257164518.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/54f851257164518.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 1.684e+02 3.207e-03 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/62gu91257164518.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] 116.8574 123.0346 129.2119 135.3891 141.5664 147.7436 153.9209 160.0981 [9] 166.2754 172.4526 178.6299 184.8071 190.9844 197.1616 203.3389 209.5161 [17] 215.6934 221.8706 228.0479 234.2251 240.4024 246.5796 252.7569 258.9341 [25] 265.1114 271.2886 277.4659 283.6431 289.8204 295.9976 302.1749 308.3521 [33] 314.5294 320.7066 326.8839 333.0611 339.2384 345.4156 351.5929 357.7701 [41] 363.9474 370.1246 376.3019 382.4791 388.6564 394.8336 401.0109 407.1881 [49] 413.3654 419.5426 $yords [1] 12987.77 13248.39 13509.01 13769.63 14030.25 14290.88 14551.50 14812.12 [9] 15072.74 15333.36 15593.99 15854.61 16115.23 16375.85 16636.47 16897.09 [17] 17157.72 17418.34 17678.96 17939.58 18200.20 18460.82 18721.45 18982.07 [25] 19242.69 19503.31 19763.93 20024.55 20285.18 20545.80 20806.42 21067.04 [33] 21327.66 21588.28 21848.91 22109.53 22370.15 22630.77 22891.39 23152.01 [41] 23412.64 23673.26 23933.88 24194.50 24455.12 24715.75 24976.37 25236.99 [49] 25497.61 25758.23 $zden [,1] [,2] [,3] [,4] [,5] [1,] 3.832138e-08 9.451906e-08 2.203270e-07 4.806170e-07 9.763227e-07 [2,] 7.491080e-08 1.718614e-07 3.889841e-07 8.441923e-07 1.727675e-06 [3,] 1.630283e-07 3.106431e-07 6.239752e-07 1.274761e-06 2.552031e-06 [4,] 4.337709e-07 6.690893e-07 1.082431e-06 1.868041e-06 3.376654e-06 [5,] 1.200820e-06 1.670385e-06 2.280781e-06 3.178970e-06 4.686834e-06 [6,] 2.908852e-06 3.971416e-06 5.114902e-06 6.338889e-06 7.807663e-06 [7,] 5.740719e-06 7.943473e-06 1.023121e-05 1.235776e-05 1.419698e-05 [8,] 9.077233e-06 1.285458e-05 1.689115e-05 2.066476e-05 2.368672e-05 [9,] 1.159985e-05 1.685142e-05 2.272459e-05 2.852039e-05 3.345668e-05 [10,] 1.241041e-05 1.846119e-05 2.554731e-05 3.298380e-05 3.990497e-05 [11,] 1.199671e-05 1.814536e-05 2.561079e-05 3.385448e-05 4.212877e-05 [12,] 1.159907e-05 1.766443e-05 2.515618e-05 3.365239e-05 4.254928e-05 [13,] 1.166412e-05 1.785154e-05 2.552852e-05 3.427827e-05 4.351407e-05 [14,] 1.147737e-05 1.780848e-05 2.576026e-05 3.489311e-05 4.454984e-05 [15,] 1.030990e-05 1.640721e-05 2.430443e-05 3.363994e-05 4.375817e-05 [16,] 8.303031e-06 1.369076e-05 2.100705e-05 3.009670e-05 4.046925e-05 [17,] 6.104186e-06 1.050546e-05 1.683150e-05 2.518494e-05 3.536143e-05 [18,] 4.181801e-06 7.538516e-06 1.265722e-05 1.985509e-05 2.922956e-05 [19,] 2.695312e-06 5.096314e-06 8.978096e-06 1.478002e-05 2.283019e-05 [20,] 1.654891e-06 3.287131e-06 6.082722e-06 1.051298e-05 1.703063e-05 [21,] 9.864185e-07 2.058912e-06 3.999440e-06 7.244756e-06 1.227275e-05 [22,] 5.694363e-07 1.244678e-06 2.527882e-06 4.777820e-06 8.422928e-06 [23,] 3.084723e-07 7.034413e-07 1.488839e-06 2.928427e-06 5.362815e-06 [24,] 1.545005e-07 3.684935e-07 8.157528e-07 1.677862e-06 3.210891e-06 [25,] 7.511257e-08 1.893001e-07 4.430434e-07 9.634624e-07 1.948165e-06 [26,] 3.835787e-08 1.027652e-07 2.554397e-07 5.891265e-07 1.260884e-06 [27,] 2.034799e-08 5.741305e-08 1.499996e-07 3.628716e-07 8.129001e-07 [28,] 1.006998e-08 2.952194e-08 8.004137e-08 2.007146e-07 4.656206e-07 [29,] 4.267991e-09 1.286493e-08 3.587885e-08 9.258079e-08 2.210852e-07 [30,] 1.697118e-09 5.041087e-09 1.400740e-08 3.632726e-08 8.780283e-08 [31,] 1.527221e-09 3.830488e-09 9.106206e-09 2.058808e-08 4.438290e-08 [32,] 3.940140e-09 9.273928e-09 2.023078e-08 4.096676e-08 7.718494e-08 [33,] 1.027406e-08 2.461014e-08 5.445790e-08 1.113380e-07 2.103617e-07 [34,] 2.146664e-08 5.272228e-08 1.195898e-07 2.505356e-07 4.847649e-07 [35,] 3.532201e-08 8.899165e-08 2.070690e-07 4.449825e-07 8.831499e-07 [36,] 4.572171e-08 1.181701e-07 2.820697e-07 6.218241e-07 1.266021e-06 [37,] 4.657421e-08 1.234669e-07 3.023019e-07 6.836095e-07 1.427735e-06 [38,] 3.747337e-08 1.017648e-07 2.553555e-07 5.919722e-07 1.267714e-06 [39,] 2.459032e-08 6.767396e-08 1.727099e-07 4.082582e-07 8.931078e-07 [40,] 1.652496e-08 4.304552e-08 1.059662e-07 2.454168e-07 5.325139e-07 [41,] 2.147707e-08 4.793923e-08 1.014593e-07 2.043546e-07 3.925963e-07 [42,] 4.755034e-08 1.009608e-07 1.990218e-07 3.649870e-07 6.243637e-07 [43,] 9.925411e-08 2.137800e-07 4.255243e-07 7.829611e-07 1.332248e-06 [44,] 1.667987e-07 3.680728e-07 7.501824e-07 1.412232e-06 2.455677e-06 [45,] 2.210711e-07 5.003792e-07 1.045998e-06 2.019426e-06 3.600751e-06 [46,] 2.305371e-07 5.352925e-07 1.147896e-06 2.273396e-06 4.158239e-06 [47,] 1.891050e-07 4.504464e-07 9.909316e-07 2.013284e-06 3.777698e-06 [48,] 1.220130e-07 2.981510e-07 6.728639e-07 1.402422e-06 2.699548e-06 [49,] 6.192247e-08 1.552276e-07 3.593768e-07 7.684080e-07 1.517381e-06 [50,] 2.471891e-08 6.356826e-08 1.509774e-07 3.311647e-07 6.708681e-07 [,6] [,7] [,8] [,9] [,10] [1,] 1.842598e-06 3.227166e-06 5.242351e-06 7.896367e-06 1.102742e-05 [2,] 3.305444e-06 5.887139e-06 9.741227e-06 1.496087e-05 2.131900e-05 [3,] 4.878668e-06 8.776212e-06 1.474561e-05 2.305781e-05 3.350253e-05 [4,] 6.152561e-06 1.090939e-05 1.839644e-05 2.913418e-05 4.306452e-05 [5,] 7.365153e-06 1.201524e-05 1.955943e-05 3.076504e-05 4.584388e-05 [6,] 9.951994e-06 1.351103e-05 1.944948e-05 2.870874e-05 4.181247e-05 [7,] 1.590195e-05 1.800714e-05 2.139699e-05 2.709882e-05 3.592151e-05 [8,] 2.573233e-05 2.702497e-05 2.827275e-05 3.050660e-05 3.474922e-05 [9,] 3.694878e-05 3.887162e-05 3.967491e-05 4.027908e-05 4.177863e-05 [10,] 4.553894e-05 4.949763e-05 5.194566e-05 5.355929e-05 5.528688e-05 [11,] 4.970513e-05 5.613030e-05 6.138928e-05 6.589066e-05 7.027944e-05 [12,] 5.126301e-05 5.944654e-05 6.710971e-05 7.457074e-05 8.225680e-05 [13,] 5.270501e-05 6.161121e-05 7.039543e-05 7.952635e-05 8.949900e-05 [14,] 5.411514e-05 6.331537e-05 7.239143e-05 8.201291e-05 9.293229e-05 [15,] 5.395163e-05 6.379924e-05 7.342434e-05 8.349306e-05 9.489480e-05 [16,] 5.146011e-05 6.253176e-05 7.356943e-05 8.497915e-05 9.747688e-05 [17,] 4.690576e-05 5.931465e-05 7.229615e-05 8.591974e-05 1.005229e-04 [18,] 4.062998e-05 5.374852e-05 6.829486e-05 8.413751e-05 1.012839e-04 [19,] 3.327093e-05 4.606014e-05 6.105499e-05 7.811358e-05 9.711098e-05 [20,] 2.598033e-05 3.754340e-05 5.174975e-05 6.854143e-05 8.781658e-05 [21,] 1.951785e-05 2.928835e-05 4.173097e-05 5.686428e-05 7.464724e-05 [22,] 1.389471e-05 2.154240e-05 3.157097e-05 4.404393e-05 5.895239e-05 [23,] 9.167797e-06 1.468384e-05 2.214399e-05 3.164164e-05 4.316443e-05 [24,] 5.727905e-06 9.549997e-06 1.493423e-05 2.200676e-05 3.073760e-05 [25,] 3.666388e-06 6.430621e-06 1.053118e-05 1.614470e-05 2.325070e-05 [26,] 2.505100e-06 4.622726e-06 7.930235e-06 1.266484e-05 1.886930e-05 [27,] 1.686737e-06 3.243272e-06 5.783416e-06 9.576113e-06 1.475091e-05 [28,] 9.996465e-07 1.987497e-06 3.663198e-06 6.268918e-06 9.984299e-06 [29,] 4.888657e-07 1.001887e-06 1.905882e-06 3.372896e-06 5.571436e-06 [30,] 1.976632e-07 4.146241e-07 8.116373e-07 1.486969e-06 2.560930e-06 [31,] 9.139462e-08 1.800214e-07 3.397157e-07 6.157281e-07 1.076003e-06 [32,] 1.357908e-07 2.243266e-07 3.510722e-07 5.275903e-07 7.761008e-07 [33,] 3.674672e-07 5.939483e-07 8.896718e-07 1.238761e-06 1.613019e-06 [34,] 8.663653e-07 1.430285e-06 2.181649e-06 3.075917e-06 4.012241e-06 [35,] 1.618797e-06 2.740454e-06 4.284868e-06 6.188193e-06 8.255807e-06 [36,] 2.380547e-06 4.134047e-06 6.630382e-06 9.821323e-06 1.343626e-05 [37,] 2.753949e-06 4.906037e-06 8.071807e-06 1.226521e-05 1.721252e-05 [38,] 2.507688e-06 4.581806e-06 7.732063e-06 1.205144e-05 1.734844e-05 [39,] 1.807005e-06 3.379982e-06 5.843009e-06 9.333263e-06 1.377338e-05 [40,] 1.078719e-06 2.034235e-06 3.563344e-06 5.788527e-06 8.709883e-06 [41,] 7.196157e-07 1.256286e-06 2.081825e-06 3.260639e-06 4.805168e-06 [42,] 9.996270e-07 1.503907e-06 2.135595e-06 2.875109e-06 3.683379e-06 [43,] 2.097487e-06 3.057894e-06 4.132624e-06 5.185112e-06 6.051919e-06 [44,] 3.944483e-06 5.853341e-06 8.025470e-06 1.016888e-05 1.191052e-05 [45,] 5.929654e-06 9.018646e-06 1.266881e-05 1.643698e-05 1.969762e-05 [46,] 7.024335e-06 1.095881e-05 1.579009e-05 2.101212e-05 2.582384e-05 [47,] 6.546511e-06 1.047740e-05 1.548667e-05 2.114089e-05 2.665323e-05 [48,] 4.799143e-06 7.879470e-06 1.194789e-05 1.673192e-05 2.164019e-05 [49,] 2.767308e-06 4.661023e-06 7.250459e-06 1.041623e-05 1.382025e-05 [50,] 1.255135e-06 2.168725e-06 3.460822e-06 5.100520e-06 6.942410e-06 [,11] [,12] [,13] [,14] [,15] [1,] 1.427797e-05 1.714221e-05 1.909085e-05 1.973479e-05 1.895838e-05 [2,] 2.818447e-05 3.457466e-05 3.937371e-05 4.166084e-05 4.101752e-05 [3,] 4.520473e-05 5.664164e-05 6.593868e-05 7.139112e-05 7.201642e-05 [4,] 5.924901e-05 7.580040e-05 9.018835e-05 9.990003e-05 1.032296e-04 [5,] 6.405896e-05 8.354660e-05 1.015442e-04 1.150595e-04 1.217799e-04 [6,] 5.843942e-05 7.715798e-05 9.552340e-05 1.106213e-04 1.199207e-04 [7,] 4.803954e-05 6.268614e-05 7.812941e-05 9.202586e-05 1.020807e-04 [8,] 4.161919e-05 5.101544e-05 6.201720e-05 7.306871e-05 8.240818e-05 [9,] 4.506656e-05 5.052449e-05 5.788893e-05 6.632872e-05 7.468594e-05 [10,] 5.801851e-05 6.230644e-05 6.823644e-05 7.546250e-05 8.333689e-05 [11,] 7.517135e-05 8.093771e-05 8.762983e-05 9.504177e-05 1.028237e-04 [12,] 9.045617e-05 9.915406e-05 1.080390e-04 1.166667e-04 1.246671e-04 [13,] 1.005073e-04 1.122447e-04 1.239548e-04 1.347223e-04 1.438551e-04 [14,] 1.055338e-04 1.195163e-04 1.339019e-04 1.473984e-04 1.589416e-04 [15,] 1.082362e-04 1.234200e-04 1.395666e-04 1.553581e-04 1.696355e-04 [16,] 1.116443e-04 1.275026e-04 1.443856e-04 1.612284e-04 1.771189e-04 [17,] 1.163919e-04 1.334157e-04 1.509775e-04 1.682146e-04 1.845127e-04 [18,] 1.196737e-04 1.389224e-04 1.582461e-04 1.767080e-04 1.936946e-04 [19,] 1.178123e-04 1.396726e-04 1.617453e-04 1.828630e-04 2.020773e-04 [20,] 1.093752e-04 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3.189097e-13 3.336424e-13 3.349341e-13 3.122643e-13 2.690859e-13 [50,] 2.968166e-14 1.806002e-14 1.648051e-14 1.547331e-14 1.364237e-14 [,41] [,42] [,43] [,44] [,45] [1,] 1.119593e-10 8.882662e-11 6.510164e-11 4.406825e-11 2.755028e-11 [2,] 1.159506e-09 9.438761e-10 7.096923e-10 4.928310e-10 3.160745e-10 [3,] 9.446469e-09 7.889258e-09 6.085407e-09 4.335206e-09 2.852279e-09 [4,] 6.053786e-08 5.186819e-08 4.104392e-08 2.999579e-08 2.024571e-08 [5,] 3.051655e-07 2.682305e-07 2.177450e-07 1.632490e-07 1.130352e-07 [6,] 1.210011e-06 1.091078e-06 9.086296e-07 6.988427e-07 4.964013e-07 [7,] 3.773907e-06 3.490976e-06 2.982406e-06 2.353145e-06 1.714715e-06 [8,] 9.258823e-06 8.785964e-06 7.700031e-06 6.232478e-06 4.658993e-06 [9,] 1.787112e-05 1.739491e-05 1.563816e-05 1.298457e-05 9.957264e-06 [10,] 2.715548e-05 2.710186e-05 2.498801e-05 2.128123e-05 1.674026e-05 [11,] 3.256882e-05 3.327714e-05 3.143966e-05 2.745119e-05 2.214451e-05 [12,] 3.115692e-05 3.238963e-05 3.124921e-05 2.791962e-05 2.307238e-05 [13,] 2.477137e-05 2.558621e-05 2.486628e-05 2.255874e-05 1.901488e-05 [14,] 1.874508e-05 1.790009e-05 1.670813e-05 1.494638e-05 1.262976e-05 [15,] 1.745815e-05 1.398151e-05 1.133525e-05 9.208327e-06 7.355996e-06 [16,] 2.182208e-05 1.539345e-05 1.069827e-05 7.406919e-06 5.127710e-06 [17,] 3.068777e-05 2.174199e-05 1.493623e-05 1.000106e-05 6.543738e-06 [18,] 4.343110e-05 3.301743e-05 2.446404e-05 1.764244e-05 1.233219e-05 [19,] 6.007392e-05 4.956632e-05 3.994344e-05 3.123622e-05 2.352404e-05 [20,] 7.890246e-05 6.956974e-05 5.977760e-05 4.963036e-05 3.948868e-05 [21,] 9.529703e-05 8.771152e-05 7.851181e-05 6.777203e-05 5.598061e-05 [22,] 1.039775e-04 9.767686e-05 8.919194e-05 7.859884e-05 6.638585e-05 [23,] 1.021148e-04 9.610161e-05 8.788915e-05 7.772445e-05 6.611257e-05 [24,] 9.016901e-05 8.395230e-05 7.579793e-05 6.623864e-05 5.587440e-05 [25,] 7.099238e-05 6.507008e-05 5.754825e-05 4.915897e-05 4.058137e-05 [26,] 4.897777e-05 4.427538e-05 3.834752e-05 3.190493e-05 2.558069e-05 [27,] 2.897567e-05 2.597594e-05 2.215156e-05 1.801430e-05 1.402935e-05 [28,] 1.440903e-05 1.288311e-05 1.089845e-05 8.731262e-06 6.647897e-06 [29,] 5.935844e-06 5.310366e-06 4.485678e-06 3.570934e-06 2.683423e-06 [30,] 2.017111e-06 1.800527e-06 1.522978e-06 1.212562e-06 9.074006e-07 [31,] 6.004146e-07 5.153816e-07 4.291541e-07 3.400885e-07 2.540826e-07 [32,] 2.908946e-07 1.889530e-07 1.283924e-07 8.972235e-08 6.258538e-08 [33,] 5.229346e-07 2.639619e-07 1.269501e-07 5.955538e-08 2.812768e-08 [34,] 1.209283e-06 6.071749e-07 2.821128e-07 1.215344e-07 4.873162e-08 [35,] 2.295706e-06 1.180423e-06 5.606200e-07 2.459548e-07 9.969948e-08 [36,] 3.438401e-06 1.813553e-06 8.834206e-07 3.974390e-07 1.651372e-07 [37,] 4.051703e-06 2.192301e-06 1.095528e-06 5.056005e-07 2.155028e-07 [38,] 3.755489e-06 2.084584e-06 1.068644e-06 5.059493e-07 2.212289e-07 [39,] 2.738012e-06 1.559117e-06 8.199411e-07 3.982419e-07 1.786373e-07 [40,] 1.570158e-06 9.172275e-07 4.948475e-07 2.465619e-07 1.134597e-07 [41,] 7.082560e-07 4.244381e-07 2.349087e-07 1.200727e-07 5.668263e-08 [42,] 2.512905e-07 1.544865e-07 8.771333e-08 4.599398e-08 2.227395e-08 [43,] 7.012955e-08 4.422887e-08 2.576151e-08 1.385789e-08 6.884680e-09 [44,] 1.539447e-08 9.960013e-09 5.951353e-09 3.284218e-09 1.673821e-09 [45,] 2.658075e-09 1.764221e-09 1.081432e-09 6.122174e-10 3.200907e-10 [46,] 3.610021e-10 2.458021e-10 1.545689e-10 8.976750e-11 4.814785e-11 [47,] 3.856472e-11 2.693745e-11 1.737735e-11 1.035311e-11 5.696642e-12 [48,] 3.240483e-12 2.322022e-12 1.536681e-12 9.392071e-13 5.301513e-13 [49,] 2.141753e-13 1.574401e-13 1.068865e-13 6.701790e-14 3.880786e-14 [50,] 1.113512e-14 8.396688e-15 5.847936e-15 3.761496e-15 2.234497e-15 [,46] [,47] [,48] [,49] [,50] [1,] 1.590699e-11 8.482247e-12 4.177288e-12 1.899935e-12 7.980749e-13 [2,] 1.872156e-10 1.024131e-10 5.174035e-11 2.414149e-11 1.040302e-11 [3,] 1.733145e-09 9.726101e-10 5.040842e-10 2.412838e-10 1.066630e-10 [4,] 1.262021e-08 7.265420e-09 3.862917e-09 1.896840e-09 8.602146e-10 [5,] 7.228321e-08 4.268959e-08 2.328451e-08 1.172932e-08 5.456815e-09 [6,] 3.256470e-07 1.972977e-07 1.103970e-07 5.704972e-08 2.722766e-08 [7,] 1.153975e-06 7.172348e-07 4.117058e-07 2.182597e-07 1.068613e-07 [8,] 3.216514e-06 2.050879e-06 1.207691e-06 6.567988e-07 3.298904e-07 [9,] 7.052101e-06 4.612759e-06 2.786539e-06 1.554645e-06 8.010478e-07 [10,] 1.216215e-05 8.160773e-06 5.057311e-06 2.894493e-06 1.529988e-06 [11,] 1.650140e-05 1.135757e-05 7.220015e-06 4.239033e-06 2.298606e-06 [12,] 1.762369e-05 1.243834e-05 8.109602e-06 4.883817e-06 2.716528e-06 [13,] 1.485231e-05 1.073418e-05 7.172293e-06 4.428540e-06 2.526185e-06 [14,] 9.987114e-06 7.348877e-06 5.015542e-06 3.169007e-06 1.851749e-06 [15,] 5.666296e-06 4.143306e-06 2.845175e-06 1.822386e-06 1.084357e-06 [16,] 3.528965e-06 2.383349e-06 1.555734e-06 9.682449e-07 5.686267e-07 [17,] 4.180002e-06 2.595753e-06 1.557028e-06 8.956350e-07 4.906235e-07 [18,] 8.306682e-06 5.357368e-06 3.288614e-06 1.911530e-06 1.047687e-06 [19,] 1.693520e-05 1.158051e-05 7.483487e-06 4.551896e-06 2.598072e-06 [20,] 2.989832e-05 2.141992e-05 1.445732e-05 9.162003e-06 5.437147e-06 [21,] 4.395863e-05 3.264087e-05 2.282203e-05 1.497470e-05 9.195812e-06 [22,] 5.340773e-05 4.070610e-05 2.925898e-05 1.975823e-05 1.249551e-05 [23,] 5.379055e-05 4.163428e-05 3.050028e-05 2.105179e-05 1.363665e-05 [24,] 4.531919e-05 3.517400e-05 2.598480e-05 1.817493e-05 1.197743e-05 [25,] 3.234437e-05 2.481995e-05 1.825569e-05 1.280031e-05 8.507261e-06 [26,] 1.981317e-05 1.483263e-05 1.071227e-05 7.432601e-06 4.926594e-06 [27,] 1.051268e-05 7.609350e-06 5.330311e-06 3.610034e-06 2.355011e-06 [28,] 4.835198e-06 3.378854e-06 2.280271e-06 1.490846e-06 9.443831e-07 [29,] 1.911055e-06 1.297084e-06 8.444621e-07 5.306279e-07 3.232280e-07 [30,] 6.393669e-07 4.258996e-07 2.697536e-07 1.635750e-07 9.562974e-08 [31,] 1.783974e-07 1.178004e-07 7.340400e-08 4.339742e-08 2.451271e-08 [32,] 4.242784e-08 2.748121e-08 1.687058e-08 9.799966e-09 5.401318e-09 [33,] 1.377671e-08 7.073768e-09 3.752093e-09 1.999511e-09 1.044514e-09 [34,] 1.832232e-08 6.549037e-09 2.277881e-09 7.971963e-10 2.907055e-10 [35,] 3.735695e-08 1.295015e-08 4.160805e-09 1.243481e-09 3.481479e-10 [36,] 6.337248e-08 2.246254e-08 7.354639e-09 2.224817e-09 6.220601e-10 [37,] 8.483211e-08 3.084114e-08 1.035537e-08 3.211224e-09 9.197183e-10 [38,] 8.933823e-08 3.331913e-08 1.147652e-08 3.650804e-09 1.072577e-09 [39,] 7.400446e-08 2.831420e-08 1.000486e-08 3.264965e-09 9.840267e-10 [40,] 4.821895e-08 1.892581e-08 6.860432e-09 2.296727e-09 7.101138e-10 [41,] 2.471249e-08 9.950471e-09 3.700250e-09 1.270806e-09 4.030772e-10 [42,] 9.962176e-09 4.115018e-09 1.569818e-09 5.530802e-10 1.799647e-10 [43,] 3.158865e-09 1.338563e-09 5.238501e-10 1.893373e-10 6.320126e-11 [44,] 7.878555e-10 3.424876e-10 1.375002e-10 5.098269e-11 1.745833e-11 [45,] 1.545614e-10 6.892704e-11 2.838824e-11 1.079812e-11 3.793314e-12 [46,] 2.385038e-11 1.091124e-11 4.610133e-12 1.798928e-12 6.482977e-13 [47,] 2.894861e-12 1.358617e-12 5.888798e-13 2.357313e-13 8.715019e-14 [48,] 2.763751e-13 1.330634e-13 5.916689e-14 2.429739e-14 9.215124e-15 [49,] 2.075435e-14 1.025084e-14 4.675948e-15 1.969885e-15 7.664307e-16 [50,] 1.225913e-15 6.211551e-16 2.906704e-16 1.256211e-16 5.014005e-17 > 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 16522.990 9.265 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7s9ed1257164518.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] 12521.04 12780.71 13040.38 13300.04 13559.71 13819.38 14079.05 14338.72 [9] 14598.38 14858.05 15117.72 15377.39 15637.05 15896.72 16156.39 16416.06 [17] 16675.72 16935.39 17195.06 17454.73 17714.40 17974.06 18233.73 18493.40 [25] 18753.07 19012.73 19272.40 19532.07 19791.74 20051.40 20311.07 20570.74 [33] 20830.41 21090.08 21349.74 21609.41 21869.08 22128.75 22388.41 22648.08 [41] 22907.75 23167.42 23427.08 23686.75 23946.42 24206.09 24465.76 24725.42 [49] 24985.09 25244.76 $yords [1] 12987.77 13248.39 13509.01 13769.63 14030.25 14290.88 14551.50 14812.12 [9] 15072.74 15333.36 15593.99 15854.61 16115.23 16375.85 16636.47 16897.09 [17] 17157.72 17418.34 17678.96 17939.58 18200.20 18460.82 18721.45 18982.07 [25] 19242.69 19503.31 19763.93 20024.55 20285.18 20545.80 20806.42 21067.04 [33] 21327.66 21588.28 21848.91 22109.53 22370.15 22630.77 22891.39 23152.01 [41] 23412.64 23673.26 23933.88 24194.50 24455.12 24715.75 24976.37 25236.99 [49] 25497.61 25758.23 $zden [,1] [,2] [,3] [,4] [,5] [1,] 4.346647e-07 3.990564e-07 1.993279e-07 5.463479e-08 8.705962e-09 [2,] 3.965884e-07 6.604592e-07 5.994249e-07 2.966818e-07 8.146360e-08 [3,] 1.937944e-07 5.678113e-07 9.326061e-07 8.379004e-07 4.123610e-07 [4,] 6.960859e-08 2.709503e-07 7.605180e-07 1.230397e-06 1.096473e-06 [5,] 4.765958e-08 1.163779e-07 3.662360e-07 9.621172e-07 1.528484e-06 [6,] 7.383601e-08 1.003111e-07 2.003195e-07 4.907423e-07 1.165990e-06 [7,] 1.975837e-07 1.490355e-07 2.006811e-07 3.501413e-07 6.684720e-07 [8,] 4.097590e-07 3.604230e-07 2.804085e-07 3.780426e-07 6.066010e-07 [9,] 4.737270e-07 6.839741e-07 6.119604e-07 4.933608e-07 6.677878e-07 [10,] 2.903468e-07 7.285436e-07 1.060044e-06 9.714828e-07 8.153875e-07 [11,] 9.331692e-08 4.128017e-07 1.038591e-06 1.531690e-06 1.450997e-06 [12,] 1.563582e-08 1.229405e-07 5.434725e-07 1.377726e-06 2.076099e-06 [13,] 1.359963e-09 1.912153e-08 1.498792e-07 6.650492e-07 1.710830e-06 [14,] 6.120307e-11 1.545835e-09 2.162867e-08 1.697193e-07 7.609930e-07 [15,] 1.421757e-12 6.472338e-11 1.624658e-09 2.271406e-08 1.796130e-07 [16,] 1.701922e-14 1.399806e-12 6.327258e-11 1.584902e-09 2.228788e-08 [17,] 1.048551e-16 1.560822e-14 1.273840e-12 5.740407e-11 1.444488e-09 [18,] 3.322059e-19 8.960434e-17 1.322927e-14 1.075723e-12 4.865703e-11 [19,] 5.409277e-22 2.645960e-19 7.076568e-17 1.040520e-14 8.487823e-13 [20,] 4.524876e-25 4.016310e-22 1.947651e-19 5.186326e-17 7.647693e-15 [21,] 1.943973e-28 3.132304e-25 2.756012e-22 1.330500e-19 3.552550e-17 [22,] 4.288513e-32 1.254750e-28 2.004058e-25 1.755326e-22 8.496839e-20 [23,] 4.857353e-36 2.581153e-32 7.485935e-29 1.190256e-25 1.045409e-22 [24,] 2.824451e-40 2.726297e-36 1.436106e-32 4.146625e-29 6.612341e-26 [25,] 8.430951e-45 1.478377e-40 1.414667e-36 7.419910e-33 2.149172e-29 [26,] 1.291851e-49 4.115508e-45 7.154886e-41 6.818274e-37 3.588447e-33 [27,] 1.016084e-54 5.881222e-50 1.857799e-45 3.217121e-41 3.077322e-37 [28,] 4.102225e-60 4.314233e-55 2.476392e-50 7.793634e-46 1.355220e-41 [29,] 8.501129e-66 1.624510e-60 1.694530e-55 9.693197e-51 3.064614e-46 [30,] 9.042681e-72 3.139913e-66 5.952209e-61 6.189156e-56 3.558305e-51 [31,] 4.937178e-78 3.115193e-72 1.073245e-66 2.028718e-61 2.121256e-56 [32,] 1.383629e-84 1.586433e-78 9.933610e-73 3.413738e-67 6.492519e-62 [33,] 1.990300e-91 4.146927e-85 4.719543e-79 2.948850e-73 1.020225e-67 [34,] 1.469519e-98 5.564135e-92 1.151000e-85 1.307633e-79 8.230688e-74 [35,] 5.569149e-106 3.832085e-99 1.440897e-92 2.976652e-86 3.409032e-80 [36,] 1.083359e-113 1.354724e-106 9.259420e-100 3.478485e-93 7.249199e-87 [37,] 1.081686e-121 2.458220e-114 3.054255e-107 2.086656e-100 7.913954e-94 [38,] 5.543536e-130 2.289586e-122 5.171411e-115 6.425716e-108 4.435600e-101 [39,] 1.458244e-138 1.094612e-130 4.494652e-123 1.015789e-115 1.276346e-108 [40,] 1.968936e-147 2.686152e-139 2.005244e-131 8.243247e-124 1.885577e-116 [41,] 1.364555e-156 3.383524e-148 4.592232e-140 3.434061e-132 1.430154e-124 [42,] 4.854108e-166 2.187645e-157 5.398425e-149 7.344038e-141 5.569134e-133 [43,] 8.863127e-176 7.260291e-167 3.257606e-158 8.062718e-150 1.113429e-141 [44,] 8.306621e-186 1.236808e-176 1.009068e-167 4.544136e-159 1.142913e-150 [45,] 3.995969e-196 1.081489e-186 1.604479e-177 1.314759e-168 6.023413e-160 [46,] 9.866901e-207 4.854168e-197 1.309607e-187 1.952853e-178 1.629881e-169 [47,] 1.250550e-217 1.118360e-207 5.487109e-198 1.489105e-188 2.264431e-179 [48,] 8.135491e-229 1.322585e-218 1.180170e-208 5.829314e-199 1.615321e-189 [49,] 2.716625e-240 8.028654e-230 1.303004e-219 1.171520e-209 5.916461e-200 [50,] 4.656281e-252 2.501724e-241 7.384981e-231 1.208719e-220 1.112687e-210 [,6] [,7] [,8] [,9] [,10] [1,] 1.111612e-09 2.154358e-10 4.970461e-11 8.251857e-12 8.352172e-13 [2,] 1.385953e-08 2.347230e-09 6.121626e-10 1.529170e-10 2.573230e-11 [3,] 1.149537e-07 2.209400e-08 5.205751e-09 1.666584e-09 4.360383e-10 [4,] 5.396642e-07 1.562222e-07 3.635435e-08 1.173625e-08 4.268823e-09 [5,] 1.354642e-06 6.729678e-07 2.092911e-07 6.250435e-08 2.593427e-08 [6,] 1.807340e-06 1.598151e-06 8.122849e-07 2.831626e-07 1.106813e-07 [7,] 1.379759e-06 2.063084e-06 1.825998e-06 9.661182e-07 3.926392e-07 [8,] 9.388159e-07 1.629904e-06 2.311661e-06 2.051677e-06 1.150224e-06 [9,] 1.018284e-06 1.353347e-06 1.959790e-06 2.585201e-06 2.297536e-06 [10,] 1.105320e-06 1.630791e-06 1.965232e-06 2.420631e-06 2.922194e-06 [11,] 1.273062e-06 1.716917e-06 2.470535e-06 2.812364e-06 3.057348e-06 [12,] 2.055718e-06 1.889780e-06 2.510270e-06 3.528157e-06 3.898851e-06 [13,] 2.662734e-06 2.789317e-06 2.684229e-06 3.468307e-06 4.749162e-06 [14,] 2.006501e-06 3.268046e-06 3.659648e-06 3.667216e-06 4.548880e-06 [15,] 8.218027e-07 2.249865e-06 3.886694e-06 4.676824e-06 4.833587e-06 [16,] 1.793713e-07 8.485873e-07 2.447280e-06 4.528727e-06 5.837694e-06 [17,] 2.064102e-08 1.714103e-07 8.515023e-07 2.618281e-06 5.199792e-06 [18,] 1.242938e-09 1.831011e-08 1.595131e-07 8.435240e-07 2.778142e-06 [19,] 3.895221e-11 1.025479e-09 1.585094e-08 1.470710e-07 8.330537e-07 [20,] 6.327710e-13 2.992851e-11 8.273115e-10 1.363923e-08 1.357658e-07 [21,] 5.313101e-15 4.531754e-13 2.252558e-11 6.652691e-10 1.179197e-08 [22,] 2.301195e-17 3.549126e-15 3.184307e-13 1.693914e-11 5.390472e-10 [23,] 5.133853e-20 1.434506e-17 2.329448e-15 2.240163e-13 1.286510e-11 [24,] 5.893716e-23 2.987791e-20 8.798332e-18 1.533491e-15 1.594687e-13 [25,] 3.479275e-26 3.203344e-23 1.713052e-20 5.421149e-18 1.023123e-15 [26,] 1.055697e-29 1.766642e-26 1.717491e-23 9.881659e-21 3.389929e-18 [27,] 1.645885e-33 5.009195e-30 8.860327e-27 9.277558e-24 5.791778e-21 [28,] 1.318177e-37 7.299827e-34 2.350790e-30 4.483177e-27 5.097454e-24 [29,] 5.422449e-42 5.466131e-38 3.206520e-34 1.114471e-30 2.309494e-27 [30,] 1.145567e-46 2.102811e-42 2.248043e-38 1.424726e-34 5.383917e-31 [31,] 1.242848e-51 4.155521e-47 8.099402e-43 9.364159e-39 6.455873e-35 [32,] 6.924176e-57 4.218160e-52 1.499438e-47 3.163785e-43 3.980944e-39 [33,] 1.980879e-62 2.199235e-57 1.426252e-52 5.494063e-48 1.262176e-43 [34,] 2.909904e-68 5.889195e-63 6.969976e-58 4.903314e-53 2.057324e-48 [35,] 2.194954e-74 8.099655e-69 1.749912e-63 2.248886e-58 1.723832e-53 [36,] 8.501679e-81 5.721446e-75 2.257074e-69 5.300438e-64 7.424603e-59 [37,] 1.690827e-87 2.075663e-81 1.495555e-75 6.419509e-70 1.643665e-64 [38,] 1.726705e-94 3.867466e-88 5.090816e-82 3.995142e-76 1.870274e-70 [39,] 9.054487e-102 3.700974e-95 8.902245e-89 1.277611e-82 1.093817e-76 [40,] 2.438033e-109 1.818981e-102 7.997236e-96 2.099425e-89 3.288003e-83 [41,] 3.370924e-117 4.591636e-110 3.690727e-103 1.772723e-96 5.080161e-90 [42,] 2.393299e-125 5.953039e-118 8.750256e-111 7.691778e-104 4.034560e-97 [43,] 8.725473e-134 3.964139e-126 1.065797e-118 1.715026e-111 1.647079e-104 [44,] 1.633553e-142 1.355841e-134 6.669407e-127 1.965147e-119 3.456809e-112 [45,] 1.570484e-151 2.381897e-143 2.144205e-135 1.157221e-127 3.730104e-120 [46,] 7.753490e-161 2.149327e-152 3.541839e-144 3.502412e-136 2.069757e-128 [47,] 1.965777e-170 9.962351e-162 3.006066e-153 5.448703e-145 5.906939e-137 [48,] 2.559496e-180 2.372010e-171 1.311002e-162 4.357630e-154 8.672943e-146 [49,] 1.711468e-190 2.901249e-181 2.938180e-172 1.791891e-163 6.553600e-155 [50,] 5.877403e-201 1.822987e-191 3.384233e-182 3.789324e-173 2.549662e-164 [,11] [,12] [,13] [,14] [,15] [1,] 4.839173e-14 1.558574e-15 2.757293e-17 2.674830e-19 1.434266e-21 [2,] 2.598518e-12 1.492803e-13 4.757143e-15 8.334498e-17 8.047302e-19 [3,] 7.398717e-11 7.444692e-12 4.240044e-13 1.338190e-14 2.328655e-16 [4,] 1.149772e-09 1.961121e-10 1.964612e-11 1.109712e-12 3.475618e-14 [5,] 1.019230e-08 2.800796e-09 4.792538e-10 4.778360e-11 2.680052e-12 [6,] 5.470913e-08 2.258448e-08 6.300917e-09 1.080280e-09 1.072404e-10 [7,] 1.958566e-07 1.085030e-07 4.635650e-08 1.309411e-08 2.248203e-09 [8,] 5.563071e-07 3.363670e-07 2.007522e-07 8.809962e-08 2.515657e-08 [9,] 1.381579e-06 7.907755e-07 5.493871e-07 3.453583e-07 1.551088e-07 [10,] 2.584773e-06 1.669266e-06 1.102015e-06 8.435704e-07 5.520293e-07 [11,] 3.355432e-06 2.923599e-06 2.006134e-06 1.477052e-06 1.211289e-06 [12,] 3.892917e-06 3.901522e-06 3.307752e-06 2.365778e-06 1.881002e-06 [13,] 5.182190e-06 4.915725e-06 4.554400e-06 3.715491e-06 2.708043e-06 [14,] 6.038537e-06 6.573298e-06 6.074383e-06 5.284009e-06 4.116509e-06 [15,] 5.690609e-06 7.281111e-06 7.952375e-06 7.282718e-06 6.039889e-06 [16,] 6.149011e-06 6.823407e-06 8.372252e-06 9.196487e-06 8.433703e-06 [17,] 7.100684e-06 7.538394e-06 7.882017e-06 9.247965e-06 1.020846e-05 [18,] 5.874533e-06 8.367205e-06 8.888099e-06 8.821204e-06 9.902579e-06 [19,] 2.921782e-06 6.482568e-06 9.489555e-06 1.007114e-05 9.629838e-06 [20,] 8.197542e-07 3.020316e-06 6.922433e-06 1.031319e-05 1.099103e-05 [21,] 1.253486e-07 7.960113e-07 3.033984e-06 7.101624e-06 1.073798e-05 [22,] 1.022411e-08 1.144674e-07 7.527943e-07 2.934184e-06 6.981575e-06 [23,] 4.388975e-10 8.779855e-09 1.019000e-07 6.860105e-07 2.720954e-06 [24,] 9.833165e-12 3.542293e-10 7.352225e-09 8.742421e-08 5.995095e-07 [25,] 1.143755e-13 7.454176e-12 2.788163e-10 5.933165e-09 7.192320e-08 [26,] 6.883927e-16 8.139450e-14 5.511249e-12 2.114860e-10 4.591461e-09 [27,] 2.139309e-18 4.597170e-16 5.650085e-14 3.927318e-12 1.538768e-10 [28,] 3.427988e-21 1.340358e-18 2.995224e-16 3.781482e-14 2.686187e-12 [29,] 2.829648e-24 2.014806e-21 8.195450e-19 1.882577e-16 2.431466e-14 [30,] 1.202494e-27 1.560158e-24 1.156075e-21 4.837611e-19 1.138200e-16 [31,] 2.629699e-31 6.219975e-28 8.401403e-25 6.409862e-22 2.751143e-19 [32,] 2.958508e-35 1.276241e-31 3.143883e-28 4.376571e-25 3.430545e-22 [33,] 1.711955e-39 1.347386e-35 6.056188e-32 1.539310e-28 2.205744e-25 [34,] 5.094462e-44 7.317963e-40 6.004386e-36 2.788281e-32 7.311241e-29 [35,] 7.795490e-49 2.044456e-44 3.063577e-40 2.600953e-36 1.249272e-32 [36,] 6.133360e-54 2.937840e-49 8.043886e-45 1.249472e-40 1.100544e-36 [37,] 2.481083e-59 2.171346e-54 1.086903e-49 3.091507e-45 4.999847e-41 [38,] 5.160172e-65 8.254407e-60 7.558579e-55 3.940527e-50 1.171858e-45 [39,] 5.517843e-71 1.614070e-65 2.705694e-60 2.588294e-55 1.417735e-50 [40,] 3.033684e-77 1.623606e-71 4.986576e-66 8.764543e-61 8.859512e-56 [41,] 8.576177e-84 8.402826e-78 4.733077e-72 1.530861e-66 2.862041e-61 [42,] 1.246750e-90 2.237919e-84 2.314583e-78 1.380137e-72 4.784176e-67 [43,] 9.321505e-98 3.068026e-91 5.834611e-85 6.427500e-79 4.142622e-73 [44,] 3.585083e-105 2.165865e-98 7.586490e-92 1.547806e-85 1.860347e-79 [45,] 7.094398e-113 7.876866e-106 5.092008e-99 1.929377e-92 4.337982e-86 [46,] 7.225574e-121 1.476649e-113 1.765875e-106 1.246450e-99 5.258651e-93 [47,] 3.789205e-129 1.427958e-121 3.167558e-114 4.178827e-107 3.317562e-100 [48,] 1.023683e-137 7.129294e-130 2.942514e-122 7.279970e-115 1.090190e-107 [49,] 1.425613e-146 1.839576e-138 1.417504e-130 6.598406e-123 1.867102e-115 [50,] 1.024212e-155 2.456084e-147 3.546100e-139 3.114951e-131 1.666914e-123 [,16] [,17] [,18] [,19] [,20] [1,] 4.355548e-24 7.901129e-27 9.291147e-30 7.494091e-33 4.016474e-36 [2,] 4.353246e-21 1.374780e-23 2.729312e-26 3.671380e-29 3.352140e-32 [3,] 2.254660e-18 1.251692e-20 4.240451e-23 9.516618e-26 1.464808e-28 [4,] 6.039881e-16 5.940549e-18 3.473748e-20 1.307507e-22 3.366580e-25 [5,] 8.362132e-14 1.465201e-15 1.494687e-17 9.520774e-20 4.086759e-22 [6,] 5.988146e-12 1.874460e-13 3.365298e-15 3.667500e-17 2.628765e-19 [7,] 2.225513e-10 1.243437e-11 3.952681e-13 7.451347e-15 8.974864e-17 [8,] 4.327640e-09 4.286510e-10 2.418037e-11 7.958688e-13 1.626116e-14 [9,] 4.475603e-08 7.729940e-09 7.710864e-10 4.457610e-11 1.561213e-12 [10,] 2.533899e-07 7.395542e-08 1.288123e-08 1.308590e-09 7.926882e-11 [11,] 8.208354e-07 3.852441e-07 1.140715e-07 2.020009e-08 2.126395e-09 [12,] 1.624901e-06 1.138930e-06 5.478474e-07 1.655395e-07 3.019394e-08 [13,] 2.263638e-06 2.041333e-06 1.482689e-06 7.344266e-07 2.286371e-07 [14,] 2.992402e-06 2.575402e-06 2.415706e-06 1.826253e-06 9.384535e-07 [15,] 4.481271e-06 3.193624e-06 2.786536e-06 2.718763e-06 2.153048e-06 [16,] 6.757721e-06 4.787426e-06 3.311058e-06 2.898975e-06 2.948317e-06 [17,] 9.417310e-06 7.365993e-06 5.019046e-06 3.364893e-06 2.942610e-06 [18,] 1.093553e-05 1.013641e-05 7.791583e-06 5.159383e-06 3.380122e-06 [19,] 1.038660e-05 1.137136e-05 1.051810e-05 7.966544e-06 5.183691e-06 [20,] 1.033794e-05 1.078477e-05 1.154350e-05 1.052180e-05 7.839767e-06 [21,] 1.162349e-05 1.100915e-05 1.118176e-05 1.149464e-05 1.014655e-05 [22,] 1.076492e-05 1.202928e-05 1.171510e-05 1.162762e-05 1.126644e-05 [23,] 6.599978e-06 1.049761e-05 1.232370e-05 1.249756e-05 1.211511e-05 [24,] 2.425259e-06 6.055711e-06 1.009301e-05 1.261362e-05 1.333382e-05 [25,] 5.034292e-07 2.095591e-06 5.465207e-06 9.687796e-06 1.293466e-05 [26,] 5.685570e-08 4.095863e-07 1.778077e-06 4.916343e-06 9.341486e-06 [27,] 3.415466e-09 4.355106e-08 3.270084e-07 1.501755e-06 4.444846e-06 [28,] 1.077126e-10 2.464004e-09 3.275225e-08 2.598686e-07 1.275357e-06 [29,] 1.769916e-12 7.323917e-11 1.748080e-09 2.455534e-08 2.080780e-07 [30,] 1.508808e-14 1.135432e-12 4.910693e-11 1.240273e-09 1.862334e-08 [31,] 6.656425e-17 9.143727e-15 7.210413e-13 3.308270e-11 8.953157e-10 [32,] 1.517666e-19 3.816410e-17 5.512439e-15 4.628493e-13 2.283953e-11 [33,] 1.787019e-22 8.246268e-20 2.189866e-17 3.383832e-15 3.069960e-13 [34,] 1.086364e-25 9.219975e-23 4.516318e-20 1.290206e-17 2.165388e-15 [35,] 3.409724e-29 5.334198e-26 4.834427e-23 2.563255e-20 7.995345e-18 [36,] 5.526713e-33 1.597405e-29 2.686517e-26 2.652555e-23 1.543017e-20 [37,] 4.628165e-37 2.477497e-33 7.754019e-30 1.429773e-26 1.554769e-23 [38,] 2.003584e-41 1.991521e-37 1.163122e-33 4.014499e-30 8.172023e-27 [39,] 4.487430e-46 8.304463e-42 9.073511e-38 5.871897e-34 2.238634e-30 [40,] 5.204439e-51 1.798056e-46 3.683335e-42 4.473730e-38 3.193184e-34 [41,] 3.128822e-56 2.023347e-51 7.784406e-47 1.774936e-42 2.369263e-38 [42,] 9.760898e-62 1.184363e-56 8.567094e-52 3.665197e-47 9.134363e-43 [43,] 1.581908e-67 3.608713e-62 4.909742e-57 3.936445e-52 1.827789e-47 [44,] 1.333242e-73 5.726332e-68 1.464774e-62 2.196933e-57 1.896089e-52 [45,] 5.848688e-80 4.732926e-74 2.273625e-68 6.364918e-63 1.018566e-57 [46,] 1.336345e-86 2.037273e-80 1.834656e-74 9.562285e-69 2.830461e-63 [47,] 1.590898e-93 4.564867e-87 7.688584e-81 7.441119e-75 4.064703e-69 [48,] 9.868304e-101 5.320482e-94 1.671589e-87 2.996163e-81 3.013887e-75 [49,] 3.188353e-108 3.222505e-101 1.883240e-94 6.235869e-88 1.152921e-81 [50,] 5.362085e-116 1.013180e-108 1.098250e-101 6.702626e-95 2.273841e-88 [,21] [,22] [,23] [,24] [,25] [1,] 1.316970e-39 2.476722e-43 2.585182e-47 1.477068e-51 4.594712e-56 [2,] 1.929812e-35 6.496079e-39 1.224584e-42 1.268251e-46 7.161163e-51 [3,] 1.465566e-31 8.780939e-35 2.982191e-38 5.592818e-42 5.730103e-46 [4,] 5.787613e-28 6.127279e-31 3.736282e-34 1.267076e-37 2.354213e-41 [5,] 1.193366e-24 2.212156e-27 2.410699e-30 1.475384e-33 4.967169e-37 [6,] 1.290803e-21 4.144703e-24 8.021747e-27 8.834931e-30 5.383429e-33 [7,] 7.360325e-19 4.045760e-21 1.379476e-23 2.723367e-26 2.998329e-29 [8,] 2.222553e-16 2.067321e-18 1.229424e-20 4.327044e-23 8.586581e-26 [9,] 3.566591e-14 5.560475e-16 5.700287e-18 3.550672e-20 1.265529e-22 [10,] 3.047901e-12 7.918709e-14 1.381929e-15 1.509031e-17 9.612305e-20 [11,] 1.388160e-10 6.004516e-12 1.762839e-13 3.335161e-15 3.770404e-17 [12,] 3.371150e-09 2.436187e-10 1.192143e-11 3.855045e-13 7.661577e-15 [13,] 4.373980e-08 5.310945e-09 4.309639e-10 2.348364e-11 8.103430e-13 [14,] 3.050421e-07 6.248404e-08 8.400761e-09 7.614230e-10 4.492284e-11 [15,] 1.158878e-06 3.993275e-07 8.908405e-08 1.329974e-08 1.318407e-09 [16,] 2.462999e-06 1.402331e-06 5.187845e-07 1.268604e-07 2.076459e-08 [17,] 3.126084e-06 2.768608e-06 1.678565e-06 6.702231e-07 1.785299e-07 [18,] 2.956062e-06 3.279235e-06 3.079282e-06 1.989190e-06 8.540217e-07 [19,] 3.367388e-06 2.962130e-06 3.416484e-06 3.382183e-06 2.315189e-06 [20,] 5.060442e-06 3.313107e-06 2.952650e-06 3.514017e-06 3.632802e-06 [21,] 7.393713e-06 4.764171e-06 3.186168e-06 2.892635e-06 3.521988e-06 [22,] 9.436040e-06 6.659886e-06 4.294334e-06 2.958067e-06 2.741849e-06 [23,] 1.089134e-05 8.477300e-06 5.723364e-06 3.688973e-06 2.624880e-06 [24,] 1.257711e-05 1.039212e-05 7.389073e-06 4.710591e-06 3.024194e-06 [25,] 1.412322e-05 1.290468e-05 9.786993e-06 6.301775e-06 3.763511e-06 [26,] 1.322357e-05 1.470531e-05 1.297995e-05 9.096877e-06 5.335527e-06 [27,] 9.026253e-06 1.334248e-05 1.490679e-05 1.271346e-05 8.352434e-06 [28,] 4.041104e-06 8.663259e-06 1.314261e-05 1.460093e-05 1.207504e-05 [29,] 1.093680e-06 3.675895e-06 8.178463e-06 1.253395e-05 1.375591e-05 [30,] 1.692319e-07 9.467436e-07 3.325233e-06 7.543885e-06 1.152576e-05 [31,] 1.445530e-08 1.403676e-07 8.257289e-07 2.980679e-06 6.784989e-06 [32,] 6.671536e-10 1.156269e-08 1.187936e-07 7.240674e-07 2.644682e-06 [33,] 1.642222e-11 5.171601e-10 9.531812e-09 1.021742e-07 6.359182e-07 [34,] 2.138696e-13 1.237443e-11 4.157027e-10 8.027527e-09 8.844253e-08 [35,] 1.465930e-15 1.568598e-13 9.687913e-12 3.413219e-10 6.792821e-09 [36,] 5.269377e-18 1.046336e-15 1.193020e-13 7.713942e-12 2.799350e-10 [37,] 9.906428e-21 3.655215e-18 7.704859e-16 9.162955e-14 6.086316e-12 [38,] 9.719401e-24 6.663009e-21 2.596141e-18 5.680062e-16 6.913242e-14 [39,] 4.967253e-27 6.320202e-24 4.547256e-21 1.829084e-18 4.078635e-16 [40,] 1.320150e-30 3.112645e-27 4.129325e-24 3.050383e-21 1.245412e-18 [41,] 1.821797e-34 7.944785e-31 1.940294e-27 2.629140e-24 1.963832e-21 [42,] 1.303593e-38 1.049410e-34 4.710595e-31 1.169458e-27 1.596831e-24 [43,] 4.830562e-43 7.164463e-39 5.902176e-35 2.681736e-31 6.688853e-28 [44,] 9.259128e-48 2.525535e-43 3.813246e-39 3.167955e-35 1.442416e-31 [45,] 9.170961e-53 4.592852e-48 1.269467e-43 1.926754e-39 1.600542e-35 [46,] 4.689671e-58 4.305882e-53 2.176469e-48 6.030730e-44 9.135440e-40 [47,] 1.237101e-63 2.079826e-58 1.920825e-53 9.710858e-49 2.681379e-44 [48,] 1.682352e-69 5.173307e-64 8.723223e-59 8.042284e-54 4.046418e-49 [49,] 1.178735e-75 6.623628e-70 2.037890e-64 3.424773e-59 3.138972e-54 [50,] 4.253058e-82 4.363859e-76 2.448521e-70 7.498057e-65 1.251590e-59 [,26] [,27] [,28] [,29] [,30] [1,] 7.765496e-61 7.125217e-66 3.548283e-71 9.589228e-77 1.406291e-82 [2,] 2.198108e-55 3.663712e-60 3.314507e-65 1.627327e-70 4.335725e-76 [3,] 3.193871e-50 9.669581e-55 1.589178e-59 1.417473e-64 6.861131e-70 [4,] 2.382292e-45 1.309983e-49 3.910957e-54 6.337317e-59 5.572854e-64 [5,] 9.122486e-41 9.109798e-45 4.940327e-49 1.454284e-53 2.323319e-58 [6,] 1.793547e-36 3.251993e-40 3.203258e-44 1.712938e-48 4.971440e-53 [7,] 1.810841e-32 5.959844e-36 1.066158e-39 1.035634e-43 5.460325e-48 [8,] 9.391188e-29 5.607975e-32 1.821621e-35 3.213985e-39 3.078317e-43 [9,] 2.502690e-25 2.709821e-28 1.597854e-31 5.120016e-35 8.907879e-39 [10,] 3.429343e-22 6.726074e-25 7.196395e-28 4.187114e-31 1.323165e-34 [11,] 2.418560e-19 8.579581e-22 1.664499e-24 1.757995e-27 1.008912e-30 [12,] 8.792557e-17 5.628218e-19 1.977845e-21 3.790101e-24 3.949353e-27 [13,] 1.651752e-14 1.901034e-16 1.208055e-18 4.196935e-21 7.937605e-24 [14,] 1.609602e-12 3.312535e-14 3.796408e-16 2.388132e-18 8.192927e-21 [15,] 8.185715e-11 2.987108e-12 6.147913e-14 6.988090e-16 4.344456e-18 [16,] 2.192752e-09 1.401187e-10 5.143796e-12 1.052906e-13 1.184270e-15 [17,] 3.136696e-08 3.447473e-09 2.233273e-10 8.186525e-12 1.661306e-13 [18,] 2.441622e-07 4.507284e-08 5.068461e-09 3.296945e-10 1.201530e-11 [19,] 1.058008e-06 3.191814e-07 6.085107e-08 6.921447e-09 4.494612e-10 [20,] 2.611813e-06 1.255189e-06 3.936836e-07 7.656398e-08 8.744557e-09 [21,] 3.764588e-06 2.817073e-06 1.408372e-06 4.540785e-07 8.933680e-08 [22,] 3.389660e-06 3.715506e-06 2.872483e-06 1.481308e-06 4.869807e-07 [23,] 2.481341e-06 3.095194e-06 3.458017e-06 2.746780e-06 1.451934e-06 [24,] 2.218648e-06 2.129962e-06 2.662981e-06 3.015927e-06 2.450490e-06 [25,] 2.398713e-06 1.802613e-06 1.742673e-06 2.159359e-06 2.459059e-06 [26,] 3.010060e-06 1.910564e-06 1.453772e-06 1.393118e-06 1.670260e-06 [27,] 4.583192e-06 2.541033e-06 1.635368e-06 1.241537e-06 1.150140e-06 [28,] 7.597855e-06 4.101044e-06 2.397732e-06 1.612162e-06 1.210543e-06 [29,] 1.110832e-05 6.888391e-06 3.905091e-06 2.569125e-06 1.837966e-06 [30,] 1.245137e-05 9.922677e-06 6.279759e-06 3.970258e-06 2.995920e-06 [31,] 1.022049e-05 1.085470e-05 8.663222e-06 5.811549e-06 4.232797e-06 [32,] 5.958530e-06 8.769732e-06 9.167274e-06 7.468333e-06 5.491515e-06 [33,] 2.320316e-06 5.121314e-06 7.319064e-06 7.564571e-06 6.431419e-06 [34,] 5.551420e-07 2.005386e-06 4.310285e-06 5.969559e-06 6.155718e-06 [35,] 7.590530e-08 4.761649e-07 1.694510e-06 3.541688e-06 4.768973e-06 [36,] 5.659712e-09 6.350775e-08 3.959028e-07 1.385625e-06 2.822891e-06 [37,] 2.241548e-10 4.555995e-09 5.100148e-08 3.149982e-07 1.084746e-06 [38,] 4.649388e-12 1.720020e-10 3.490811e-09 3.883340e-08 2.373108e-07 [39,] 5.011960e-14 3.380354e-12 1.248102e-10 2.519083e-09 2.778851e-08 [40,] 2.795858e-16 3.439160e-14 2.312753e-12 8.490211e-11 1.700200e-09 [41,] 8.050583e-19 1.805947e-16 2.212529e-14 1.478504e-12 5.384684e-11 [42,] 1.194768e-21 4.886389e-19 1.090585e-16 1.326853e-14 8.793559e-13 [43,] 9.129900e-25 6.805607e-22 2.766686e-19 6.128380e-17 7.391842e-15 [44,] 3.590068e-28 4.876125e-25 3.610046e-22 1.455732e-19 3.195580e-17 [45,] 7.261216e-32 1.796553e-28 2.421853e-25 1.777673e-22 7.101588e-20 [46,] 7.551930e-36 3.402891e-32 8.351360e-29 1.115704e-25 8.110646e-23 [47,] 4.037854e-40 3.312950e-36 1.480011e-32 3.598325e-29 4.759665e-26 [48,] 1.109744e-44 1.657629e-40 1.347795e-36 5.962963e-33 1.435079e-29 [49,] 1.567512e-49 4.261985e-45 6.306489e-41 5.076818e-37 2.222866e-33 [50,] 1.137839e-54 5.630701e-50 1.516124e-45 2.220599e-41 1.768769e-37 [,31] [,32] [,33] [,34] [,35] [1,] 1.119145e-88 4.832974e-95 1.132552e-101 1.440178e-108 9.937852e-116 [2,] 6.268602e-82 4.918096e-88 2.093821e-94 4.837226e-101 6.064172e-108 [3,] 1.802194e-75 2.568774e-81 1.986859e-87 8.339166e-94 1.899313e-100 [4,] 2.659372e-69 6.886541e-75 9.676997e-81 7.378957e-87 3.053287e-93 [5,] 2.014208e-63 9.475957e-69 2.419138e-74 3.351301e-80 2.519329e-86 [6,] 7.830126e-58 6.692413e-63 3.103968e-68 7.812105e-74 1.066934e-79 [7,] 1.562400e-52 2.426051e-57 2.044236e-62 9.347162e-68 2.319250e-73 [8,] 1.600175e-47 4.514046e-52 6.910226e-57 5.740347e-62 2.587641e-67 [9,] 8.411984e-43 4.311046e-47 1.198952e-51 1.809438e-56 1.481860e-61 [10,] 2.269817e-38 2.113259e-42 1.067728e-46 2.927501e-51 4.355690e-56 [11,] 3.143800e-34 5.317179e-38 4.880586e-42 2.431081e-46 6.571347e-51 [12,] 2.235153e-30 6.867148e-34 1.145089e-37 1.036222e-41 5.088624e-46 [13,] 8.157847e-27 4.552521e-30 1.379017e-33 2.267048e-37 2.022538e-41 [14,] 1.528646e-23 1.549283e-26 8.524607e-30 2.545826e-33 4.126159e-37 [15,] 1.470888e-20 2.706775e-23 2.705035e-26 1.467461e-29 4.320691e-33 [16,] 7.269891e-18 2.428184e-20 4.406543e-23 4.342008e-26 2.322344e-29 [17,] 1.846624e-15 1.118744e-17 3.685566e-20 6.595191e-23 6.407353e-26 [18,] 2.412825e-13 2.648466e-15 1.583029e-17 5.143120e-20 9.074775e-23 [19,] 1.624234e-11 3.224062e-13 3.493121e-15 2.059525e-17 6.598356e-20 [20,] 5.648585e-10 2.020879e-11 3.962452e-13 4.236332e-15 2.463484e-17 [21,] 1.019755e-08 6.537747e-10 2.313321e-11 4.478544e-13 4.723846e-15 [22,] 9.638257e-08 1.096194e-08 6.964825e-10 2.435753e-11 4.654583e-13 [23,] 4.839056e-07 9.597534e-08 1.085338e-08 6.827114e-10 2.358687e-11 [24,] 1.321364e-06 4.445696e-07 8.811413e-08 9.892716e-09 6.156256e-10 [25,] 2.033782e-06 1.114047e-06 3.771098e-07 7.453516e-08 8.298558e-09 [26,] 1.879354e-06 1.569065e-06 8.690771e-07 2.951091e-07 5.806493e-08 [27,] 1.273090e-06 1.361131e-06 1.127367e-06 6.271018e-07 2.129482e-07 [28,] 1.058263e-06 1.015318e-06 9.588734e-07 7.592136e-07 4.188884e-07 [29,] 1.371497e-06 1.127563e-06 9.060784e-07 6.894483e-07 4.865861e-07 [30,] 2.269948e-06 1.700347e-06 1.333603e-06 9.202100e-07 5.377052e-07 [31,] 3.581342e-06 2.834600e-06 2.144938e-06 1.625754e-06 1.010473e-06 [32,] 4.599409e-06 4.210068e-06 3.443891e-06 2.638084e-06 1.941509e-06 [33,] 5.289462e-06 4.965583e-06 4.774109e-06 4.016184e-06 3.114442e-06 [34,] 5.582393e-06 5.145649e-06 5.239967e-06 5.198577e-06 4.495458e-06 [35,] 4.975617e-06 4.894614e-06 4.990770e-06 5.365672e-06 5.456417e-06 [36,] 3.726679e-06 4.004751e-06 4.310363e-06 4.768186e-06 5.328848e-06 [37,] 2.164320e-06 2.835905e-06 3.200113e-06 3.770660e-06 4.448786e-06 [38,] 8.052672e-07 1.582841e-06 2.088950e-06 2.520791e-06 3.236813e-06 [39,] 1.679521e-07 5.626035e-07 1.096366e-06 1.480872e-06 1.940318e-06 [40,] 1.857652e-08 1.110452e-07 3.678961e-07 7.155104e-07 1.005795e-06 [41,] 1.068442e-09 1.155538e-08 6.833099e-08 2.243208e-07 4.385370e-07 [42,] 3.173158e-11 6.233679e-10 6.670963e-09 3.903312e-08 1.272267e-07 [43,] 4.852854e-13 1.733672e-11 3.370202e-10 3.567859e-09 2.066334e-08 [44,] 3.817281e-15 2.480730e-13 8.769145e-12 1.686234e-10 1.765642e-09 [45,] 1.543532e-17 1.824844e-15 1.173295e-13 4.102188e-12 7.800363e-11 [46,] 3.207386e-20 6.898271e-18 8.067630e-16 5.129897e-14 1.773377e-12 [47,] 3.424391e-23 1.339781e-20 2.850077e-18 3.296026e-16 2.071992e-14 [48,] 1.878313e-26 1.336777e-23 5.172280e-21 1.087874e-18 1.243649e-16 [49,] 5.292552e-30 6.851328e-27 4.821471e-24 1.844266e-21 3.834036e-19 [50,] 7.660523e-34 1.803701e-30 2.308506e-27 1.605847e-24 6.070653e-22 [,36] [,37] [,38] [,39] [,40] [1,] 3.721211e-123 7.561153e-131 8.337011e-139 4.988249e-147 1.619548e-155 [2,] 4.125362e-115 1.522877e-122 3.050606e-130 3.316062e-138 1.955994e-146 [3,] 2.347394e-107 1.574301e-114 5.729382e-122 1.131471e-129 1.212515e-137 [4,] 6.855765e-100 8.353271e-107 5.523006e-114 1.981572e-121 3.857917e-129 [5,] 1.027713e-92 2.274948e-99 2.732684e-106 1.781241e-113 6.300350e-121 [6,] 7.907203e-86 3.179955e-92 6.939645e-99 8.218053e-106 5.280921e-113 [7,] 3.122710e-79 2.281543e-85 9.045730e-92 1.946140e-98 2.272030e-105 [8,] 6.329749e-73 8.401992e-79 6.051961e-85 2.365514e-91 5.017234e-98 [9,] 6.585484e-67 1.588116e-72 2.078235e-78 1.475784e-84 5.686707e-91 [10,] 3.516700e-61 1.540736e-66 3.663021e-72 4.725701e-78 3.308288e-84 [11,] 9.638952e-56 7.672214e-61 3.313831e-66 7.767046e-72 9.878520e-78 [12,] 1.356037e-50 1.960920e-55 1.538748e-60 6.552268e-66 1.514002e-71 [13,] 9.791775e-46 2.572446e-50 3.667343e-55 2.837094e-60 1.190988e-65 [14,] 3.629116e-41 1.732129e-45 4.486238e-50 6.305250e-55 4.808776e-60 [15,] 6.903866e-37 5.986368e-41 2.816830e-45 7.192464e-50 9.965707e-55 [16,] 6.741243e-33 1.061934e-36 9.077945e-41 4.211147e-45 1.060055e-49 [17,] 3.378697e-29 9.669077e-33 1.501631e-36 1.265522e-40 5.787538e-45 [18,] 8.692306e-26 4.518919e-29 1.274952e-32 1.952047e-36 1.621845e-40 [19,] 1.147928e-22 1.084061e-25 5.556250e-29 1.545475e-32 2.332771e-36 [20,] 7.782605e-20 1.334940e-22 1.242906e-25 6.280463e-29 1.722219e-32 [21,] 2.709091e-17 8.438926e-20 1.427172e-22 1.310043e-25 6.526187e-29 [22,] 4.842976e-15 2.738924e-17 8.412425e-20 1.402671e-22 1.269380e-25 [23,] 4.448040e-13 4.564861e-15 2.545751e-17 7.709457e-20 1.267349e-22 [24,] 2.100421e-11 3.908249e-13 3.955811e-15 2.175340e-17 6.495183e-20 [25,] 5.106064e-10 1.719938e-11 3.157260e-13 3.151589e-15 1.708870e-17 [26,] 6.405195e-09 3.894949e-10 1.295002e-11 2.344998e-13 2.308358e-15 [27,] 4.164612e-08 4.548190e-09 2.732328e-10 8.965288e-12 1.601291e-13 [28,] 1.416687e-07 2.749556e-08 2.970811e-09 1.762604e-10 5.706642e-12 [29,] 2.597857e-07 8.692015e-08 1.670898e-08 1.784883e-09 1.045557e-10 [30,] 3.060453e-07 1.506773e-07 4.924282e-08 9.347353e-09 9.863465e-10 [31,] 4.696047e-07 1.984432e-07 8.304299e-08 2.584013e-08 4.816046e-09 [32,] 1.123144e-06 4.464812e-07 1.396043e-07 4.484631e-08 1.264970e-08 [33,] 2.223209e-06 1.212689e-06 4.360477e-07 1.081307e-07 2.489343e-08 [34,] 3.525672e-06 2.431774e-06 1.251708e-06 4.181891e-07 8.909443e-08 [35,] 4.860102e-06 3.847084e-06 2.551981e-06 1.233464e-06 3.855075e-07 [36,] 5.564254e-06 5.115961e-06 4.072321e-06 2.587326e-06 1.166975e-06 [37,] 5.151163e-06 5.561162e-06 5.277035e-06 4.199778e-06 2.548376e-06 [38,] 4.034188e-06 4.871835e-06 5.482064e-06 5.345435e-06 4.220406e-06 [39,] 2.698322e-06 3.550268e-06 4.529615e-06 5.340264e-06 5.303378e-06 [40,] 1.447032e-06 2.168728e-06 3.036036e-06 4.152660e-06 5.126994e-06 [41,] 6.525752e-07 1.038109e-06 1.674541e-06 2.532092e-06 3.757374e-06 [42,] 2.520372e-07 4.037802e-07 7.126410e-07 1.242668e-06 2.071099e-06 [43,] 6.702443e-08 1.358153e-07 2.380312e-07 4.667601e-07 8.906593e-07 [44,] 1.012552e-08 3.277593e-08 6.869172e-08 1.336118e-07 2.917600e-07 [45,] 8.077534e-10 4.589340e-09 1.487807e-08 3.266947e-08 7.140672e-08 [46,] 3.333687e-11 3.413777e-10 1.923067e-09 6.272850e-09 1.464643e-08 [47,] 7.080051e-13 1.315477e-11 1.332101e-10 7.448232e-10 2.459320e-09 [48,] 7.726807e-15 2.609074e-13 4.790376e-12 4.797375e-11 2.666460e-10 [49,] 4.331452e-17 2.659018e-15 8.870342e-14 1.609126e-12 1.594019e-11 [50,] 1.247040e-19 1.391867e-17 8.440389e-16 2.781119e-14 4.984039e-13 [,41] [,42] [,43] [,44] [,45] [1,] 2.853396e-164 2.728009e-173 1.415288e-182 3.984289e-192 6.086678e-202 [2,] 6.260870e-155 1.087470e-163 1.024979e-172 5.242280e-182 1.454952e-191 [3,] 7.051041e-146 2.225024e-154 3.810056e-163 3.540264e-172 1.785102e-181 [4,] 4.075847e-137 2.336674e-145 7.269319e-154 1.227148e-162 1.124147e-171 [5,] 1.209284e-128 1.259527e-136 7.118724e-145 2.183256e-153 3.633537e-162 [6,] 1.841501e-120 3.484573e-128 3.578018e-136 1.993626e-144 6.027915e-153 [7,] 1.439379e-112 4.948249e-120 9.230887e-128 9.344233e-136 5.132938e-144 [8,] 5.774633e-105 3.606614e-112 1.222335e-119 2.247966e-127 2.243422e-135 [9,] 1.189103e-97 1.349254e-104 8.307750e-112 2.775760e-119 5.032711e-127 [10,] 1.256785e-90 2.590801e-97 2.898161e-104 1.759220e-111 5.794808e-119 [11,] 6.817864e-84 2.553408e-90 5.189286e-97 5.722743e-104 3.424697e-111 [12,] 1.898374e-77 1.291673e-83 4.769126e-90 9.555083e-97 1.038846e-103 [13,] 2.713072e-71 3.353752e-77 2.249655e-83 8.188621e-90 1.617433e-96 [14,] 1.990156e-65 4.469464e-71 5.446772e-77 3.601912e-83 1.292551e-89 [15,] 7.493058e-60 3.057215e-65 6.768752e-71 8.132077e-77 5.301696e-83 [16,] 1.448029e-54 1.073354e-59 4.317418e-65 9.423581e-71 1.116164e-76 [17,] 1.436284e-49 1.934211e-54 1.413460e-59 5.604982e-65 1.206105e-70 [18,] 7.312272e-45 1.789013e-49 2.375153e-54 1.711122e-59 6.689453e-65 [19,] 1.910778e-40 8.493140e-45 2.048538e-49 2.681218e-54 1.904321e-59 [20,] 2.562824e-36 2.069533e-40 9.068708e-45 2.156412e-49 2.782520e-54 [21,] 1.764322e-32 2.588361e-36 2.060601e-40 8.901802e-45 2.086809e-49 [22,] 6.234339e-29 1.661602e-32 2.403201e-36 1.886126e-40 8.032914e-45 [23,] 1.130738e-25 5.474967e-29 1.438585e-32 2.051215e-36 1.587122e-40 [24,] 1.052695e-22 9.259631e-26 4.420109e-29 1.144988e-32 1.609516e-36 [25,] 5.030684e-20 8.038430e-23 6.970858e-26 3.280512e-29 8.377782e-33 [26,] 1.234135e-17 3.582012e-20 5.642890e-23 4.824321e-26 2.238270e-29 [27,] 1.554377e-15 8.193792e-18 2.344720e-20 3.641589e-23 3.069370e-26 [28,] 1.005289e-13 9.622442e-16 5.001207e-18 1.410965e-20 2.160452e-23 [29,] 3.339740e-12 5.802275e-14 5.476297e-16 2.806265e-18 7.805605e-21 [30,] 5.702967e-11 1.797013e-12 3.078843e-14 2.865212e-16 1.447600e-18 [31,] 5.013681e-10 2.860284e-11 8.889804e-13 1.501951e-14 1.378159e-16 [32,] 2.288276e-09 2.344620e-10 1.319100e-11 4.043238e-13 6.735983e-15 [33,] 5.866006e-09 1.005632e-09 1.009250e-10 5.594227e-12 1.690716e-13 [34,] 1.490856e-08 2.654037e-09 4.115165e-10 4.003670e-11 2.182152e-12 [35,] 7.430092e-08 9.771331e-09 1.227805e-09 1.590594e-10 1.467740e-11 [36,] 3.399846e-07 6.059795e-08 6.795877e-09 6.107240e-10 5.972266e-11 [37,] 1.067929e-06 2.879951e-07 4.764168e-08 4.794412e-09 3.331430e-10 [38,] 2.442446e-06 9.504411e-07 2.359522e-07 3.606102e-08 3.326177e-09 [39,] 4.116119e-06 2.270990e-06 8.233460e-07 1.880025e-07 2.640221e-08 [40,] 5.122266e-06 3.870510e-06 2.035170e-06 6.913577e-07 1.458386e-07 [41,] 4.824691e-06 4.782444e-06 3.484539e-06 1.744153e-06 5.584465e-07 [42,] 3.352019e-06 4.423373e-06 4.290549e-06 2.986108e-06 1.419255e-06 [43,] 1.671790e-06 2.940641e-06 3.930323e-06 3.683955e-06 2.426759e-06 [44,] 6.223166e-07 1.337751e-06 2.525851e-06 3.370038e-06 3.020981e-06 [45,] 1.748422e-07 4.290000e-07 1.061128e-06 2.111320e-06 2.777829e-06 [46,] 3.637497e-08 1.014374e-07 2.948007e-07 8.294133e-07 1.704430e-06 [47,] 6.208024e-09 1.772718e-08 5.780065e-08 2.025717e-07 6.319860e-07 [48,] 8.981927e-10 2.496726e-09 8.331241e-09 3.284226e-08 1.382368e-07 [49,] 8.825917e-11 3.063399e-10 9.574810e-10 3.826438e-09 1.877367e-08 [50,] 4.885600e-12 2.702620e-11 9.790146e-11 3.528253e-10 1.747109e-09 [,46] [,47] [,48] [,49] [,50] [1,] 5.045744e-212 2.269789e-222 5.540656e-233 7.339258e-244 5.275203e-255 [2,] 2.191252e-201 1.790818e-211 7.941930e-222 1.911243e-232 2.495757e-243 [3,] 4.884337e-191 7.252097e-201 5.843015e-211 2.554617e-221 6.060541e-232 [4,] 5.588108e-181 1.507376e-190 2.206449e-200 1.752595e-210 7.553819e-221 [5,] 3.281482e-171 1.608147e-180 4.276584e-190 6.171397e-200 4.832455e-210 [6,] 9.890220e-162 8.805625e-171 4.254317e-180 1.115359e-189 1.586711e-199 [7,] 1.530043e-152 2.474896e-161 2.172328e-170 1.034688e-179 2.674187e-189 [8,] 1.214920e-143 3.570258e-152 5.693338e-161 4.926627e-170 2.313298e-179 [9,] 4.951508e-135 2.643555e-143 7.658692e-152 1.204027e-160 1.027111e-169 [10,] 1.035794e-126 1.004669e-134 5.287961e-143 1.510319e-151 2.340719e-160 [11,] 1.112129e-118 1.959765e-126 1.873993e-134 9.724053e-143 2.737960e-151 [12,] 6.128911e-111 1.962144e-118 3.408739e-126 3.213453e-134 1.643808e-142 [13,] 1.733634e-103 1.008332e-110 3.182478e-118 5.450578e-126 5.065485e-134 [14,] 2.516966e-96 2.659639e-103 1.525047e-110 4.745252e-118 8.011928e-126 [15,] 1.875614e-89 3.600706e-96 3.751001e-103 2.120421e-110 6.504278e-118 [16,] 7.173906e-83 2.502065e-89 4.735404e-96 4.863297e-103 2.710236e-110 [17,] 1.408352e-76 8.923867e-83 3.068388e-89 5.725095e-96 5.796400e-103 [18,] 1.419109e-70 1.633640e-76 1.020498e-82 3.459264e-89 6.362952e-96 [19,] 7.339457e-65 1.534982e-70 1.742039e-76 1.072823e-82 3.585108e-89 [20,] 1.948322e-59 7.402846e-65 1.526343e-70 1.707738e-76 1.036799e-82 [21,] 2.654627e-54 1.832485e-59 6.864243e-65 1.395277e-70 1.538981e-76 [22,] 1.856489e-49 2.328239e-54 1.584450e-59 5.851203e-65 1.172512e-70 [23,] 6.663881e-45 1.518311e-49 1.877200e-54 1.259435e-59 4.585081e-65 [24,] 1.227749e-40 5.082074e-45 1.141534e-49 1.391403e-54 9.202871e-60 [25,] 1.161018e-36 8.731080e-41 3.562986e-45 7.889990e-50 9.480822e-55 [26,] 5.635290e-33 7.699127e-37 5.708016e-41 2.296390e-45 5.013190e-50 [27,] 1.403923e-29 3.484681e-33 4.693570e-37 3.430533e-41 1.360595e-45 [28,] 1.795242e-26 8.095326e-30 1.980933e-33 2.630420e-37 1.895356e-41 [29,] 1.178309e-23 9.652881e-27 4.291262e-30 1.035228e-33 1.355188e-37 [30,] 3.969702e-21 5.907902e-24 4.771441e-27 2.091192e-30 4.973405e-34 [31,] 6.864907e-19 1.855978e-21 2.723140e-24 2.168225e-27 9.368261e-31 [32,] 6.094066e-17 2.992826e-19 7.977122e-22 1.153888e-24 9.057529e-28 [33,] 2.777304e-15 2.477328e-17 1.199480e-19 3.151974e-22 4.494844e-25 [34,] 6.500192e-14 1.052744e-15 9.258190e-18 4.419435e-20 1.144920e-22 [35,] 7.832851e-13 2.297897e-14 3.668631e-16 3.180792e-18 1.496920e-20 [36,] 5.003105e-12 2.590152e-13 7.470783e-15 1.175386e-16 1.004637e-18 [37,] 2.281438e-11 1.606891e-12 7.910269e-14 2.234720e-15 3.462424e-17 [38,] 1.942715e-10 9.355074e-12 4.994083e-13 2.243698e-14 6.156541e-16 [39,] 2.240637e-09 1.160106e-10 4.232239e-12 1.572441e-13 5.984014e-15 [40,] 1.879120e-08 1.463869e-09 6.876849e-11 2.071721e-12 5.313203e-14 [41,] 1.096904e-07 1.301987e-08 9.300712e-10 3.991514e-11 1.051896e-12 [42,] 4.302025e-07 7.937125e-08 8.750949e-09 5.753158e-10 2.260725e-11 [43,] 1.090695e-06 3.136476e-07 5.475652e-08 5.662937e-09 3.454089e-10 [44,] 1.867322e-06 7.890916e-07 2.151742e-07 3.572144e-08 3.496330e-09 [45,] 2.363904e-06 1.360717e-06 5.368368e-07 1.384044e-07 2.189760e-08 [46,] 2.192176e-06 1.763984e-06 9.402739e-07 3.436553e-07 8.333121e-08 [47,] 1.317753e-06 1.648656e-06 1.253824e-06 6.171819e-07 2.074100e-07 [48,] 4.634783e-07 9.676294e-07 1.175535e-06 8.470361e-07 3.852764e-07 [49,] 9.233876e-08 3.232115e-07 6.698111e-07 7.904778e-07 5.420844e-07 [50,] 1.076160e-08 5.937516e-08 2.122130e-07 4.343531e-07 4.987724e-07 > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,z)',xlab=par5,ylab=par7) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(x,z) > (r<-lm(z ~ x)) Call: lm(formula = z ~ x) Coefficients: (Intercept) x -422.851 1.020 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1alip1257164518.ps tmp/1alip1257164518.png") > system("convert tmp/2psrq1257164518.ps tmp/2psrq1257164518.png") > system("convert tmp/3nf421257164518.ps tmp/3nf421257164518.png") > system("convert tmp/4ytew1257164518.ps tmp/4ytew1257164518.png") > system("convert tmp/54f851257164518.ps tmp/54f851257164518.png") > system("convert tmp/62gu91257164518.ps tmp/62gu91257164518.png") > system("convert tmp/7s9ed1257164518.ps tmp/7s9ed1257164518.png") > > > proc.time() user system elapsed 1.933 1.253 5.401