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Type 'q()' to quit R. > z <- c(9762.12,10124.63,10540.05,10601.61,10323.73,10418.4,10092.96,10364.91,10152.09,10032.8,10204.59,10001.6,10411.75,10673.38,10539.51,10723.78,10682.06,10283.19,10377.18,10486.64,10545.38,10554.27,10532.54,10324.31,10695.25,10827.81,10872.48,10971.19,11145.65,11234.68,11333.88,10997.97,11036.89,11257.35,11533.59,11963.12,12185.15,12377.62,12512.89,12631.48,12268.53,12754.8,13407.75,13480.21,13673.28,13239.71,13557.69,13901.28,13200.58,13406.97,12538.12,12419.57,12193.88,12656.63,12812.48,12056.67,11322.38,11530.75,11114.08,9181.73) > y <- c(10205.29,10295.98,10892.76,10631.92,11441.08,11950.95,11037.54,11527.72,11383.89,10989.34,11079.42,11028.93,10973,11068.05,11394.84,11545.71,11809.38,11395.64,11082.38,11402.75,11716.87,12204.98,12986.62,13392.79,14368.05,15650.83,16102.64,16187.64,16311.54,17232.97,16397.83,14990.31,15147.55,15786.78,15934.09,16519.44,16101.07,16775.08,17286.32,17741.23,17128.37,17460.53,17611.14,18001.37,17974.77,16460.95,16235.39,16903.36,15543.76,15532.18,13731.31,13547.84,12602.93,13357.7,13995.33,14084.6,13168.91,12989.35,12123.53,9117.03) > x <- c(2174.56,2196.72,2350.44,2440.25,2408.64,2472.81,2407.6,2454.62,2448.05,2497.84,2645.64,2756.76,2849.27,2921.44,2981.85,3080.58,3106.22,3119.31,3061.26,3097.31,3161.69,3257.16,3277.01,3295.32,3363.99,3494.17,3667.03,3813.06,3917.96,3895.51,3801.06,3570.12,3701.61,3862.27,3970.1,4138.52,4199.75,4290.89,4443.91,4502.64,4356.98,4591.27,4696.96,4621.4,4562.84,4202.52,4296.49,4435.23,4105.18,4116.68,3844.49,3720.98,3674.4,3857.62,3801.06,3504.37,3032.6,3047.03,2962.34,2197.82) > par7 = 'Down Jones' > par6 = 'Nikkei' > par5 = 'Bel20' > par4 = 'Y' > par3 = 'Y' > par2 = '50' > par1 = '50' > #'GNU S' R Code compiled by R2WASP v. 1.0.44 () > #Author: Prof. Dr. P. Wessa > #To cite this work: AUTHOR(S), (YEAR), YOUR SOFTWARE TITLE (vNUMBER) in Free Statistics Software (v$_version), Office for Research Development and Education, URL http://www.wessa.net/rwasp_YOURPAGE.wasp/ > #Source of accompanying publication: Office for Research, Development, and Education > #Technical description: Write here your technical program description (don't use hard returns!) > x <- array(x,dim=c(length(x),1)) > colnames(x) <- par5 > y <- array(y,dim=c(length(y),1)) > colnames(y) <- par6 > z <- array(z,dim=c(length(z),1)) > colnames(z) <- par7 > d <- data.frame(cbind(z,y,x)) > colnames(d) <- list(par7,par6,par5) > par1 <- as.numeric(par1) > par2 <- as.numeric(par2) > if (par1>500) par1 <- 500 > if (par2>500) par2 <- 500 > if (par1<10) par1 <- 10 > if (par2<10) par2 <- 10 > library(GenKern) Loading required package: KernSmooth KernSmooth 2.22 installed Copyright M. P. Wand 1997 Loading GenKern version 1.1 Copyright Lucy and Aykroyd 2000 last update October 2004 requires KernSmooth Package GenKern installed > library(lattice) > panel.hist <- function(x, ...) + { + usr <- par('usr'); on.exit(par(usr)) + par(usr = c(usr[1:2], 0, 1.5) ) + h <- hist(x, plot = FALSE) + breaks <- h$breaks; nB <- length(breaks) + y <- h$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1oqf81226511185.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2cgco1226511185.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3aqs81226511185.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4lsd41226511185.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5nui01226511185.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 2607.380 3.256 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/6djni1226511185.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] 7974.502 8202.449 8430.396 8658.343 8886.289 9114.236 9342.183 [8] 9570.130 9798.077 10026.024 10253.971 10481.917 10709.864 10937.811 [15] 11165.758 11393.705 11621.652 11849.599 12077.545 12305.492 12533.439 [22] 12761.386 12989.333 13217.280 13445.227 13673.173 13901.120 14129.067 [29] 14357.014 14584.961 14812.908 15040.855 15268.801 15496.748 15724.695 [36] 15952.642 16180.589 16408.536 16636.483 16864.429 17092.376 17320.323 [43] 17548.270 17776.217 18004.164 18232.111 18460.057 18688.004 18915.951 [50] 19143.898 $yords [1] 8646.583 8764.743 8882.903 9001.063 9119.223 9237.383 9355.543 [8] 9473.703 9591.863 9710.024 9828.184 9946.344 10064.504 10182.664 [15] 10300.824 10418.984 10537.144 10655.304 10773.464 10891.624 11009.785 [22] 11127.945 11246.105 11364.265 11482.425 11600.585 11718.745 11836.905 [29] 11955.065 12073.225 12191.386 12309.546 12427.706 12545.866 12664.026 [36] 12782.186 12900.346 13018.506 13136.666 13254.826 13372.986 13491.147 [43] 13609.307 13727.467 13845.627 13963.787 14081.947 14200.107 14318.267 [50] 14436.427 $zden [,1] [,2] [,3] [,4] [,5] [1,] 6.679161e-07 7.802266e-07 6.991985e-07 4.858354e-07 2.691518e-07 [2,] 7.716599e-07 1.093837e-06 1.189312e-06 1.000515e-06 6.651084e-07 [3,] 7.133573e-07 1.227800e-06 1.621563e-06 1.655740e-06 1.328986e-06 [4,] 5.279257e-07 1.104126e-06 1.773525e-06 2.203200e-06 2.146161e-06 [5,] 3.130157e-07 7.963199e-07 1.558107e-06 2.360862e-06 2.803974e-06 [6,] 1.488853e-07 4.614163e-07 1.102048e-06 2.042860e-06 2.972130e-06 [7,] 5.693274e-08 2.154093e-07 6.298380e-07 1.433793e-06 2.568352e-06 [8,] 1.756590e-08 8.139161e-08 2.925064e-07 8.217102e-07 1.822562e-06 [9,] 4.404049e-09 2.507878e-08 1.113338e-07 3.881811e-07 1.072360e-06 [10,] 9.180331e-10 6.400180e-09 3.519909e-08 1.530777e-07 5.291590e-07 [11,] 1.811961e-10 1.434130e-09 9.525974e-09 5.134077e-08 2.217793e-07 [12,] 5.779494e-11 3.770138e-10 2.500443e-09 1.539957e-08 8.059362e-08 [13,] 3.914359e-11 2.024511e-10 9.857328e-10 5.108655e-09 2.746449e-08 [14,] 2.996490e-11 1.669448e-10 7.456223e-10 2.926315e-09 1.177641e-08 [15,] 1.939464e-11 1.282330e-10 6.519973e-10 2.608456e-09 8.761501e-09 [16,] 1.013243e-11 8.081541e-11 4.916277e-10 2.293766e-09 8.343735e-09 [17,] 4.252648e-12 4.100087e-11 3.011103e-10 1.686539e-09 7.236815e-09 [18,] 1.442772e-12 1.674868e-11 1.485068e-10 1.004040e-09 5.179202e-09 [19,] 4.075396e-13 5.582462e-12 5.925158e-11 4.824212e-10 3.000965e-09 [20,] 1.071833e-13 1.604930e-12 1.962936e-11 1.891790e-10 1.410044e-09 [21,] 3.417363e-14 4.761219e-13 5.959554e-12 6.357531e-11 5.494985e-10 [22,] 1.519576e-14 1.903186e-13 2.117625e-12 2.147600e-11 1.936189e-10 [23,] 7.465220e-15 9.767148e-14 1.041692e-12 9.472931e-12 7.705379e-11 [24,] 3.294387e-15 4.941172e-14 5.803941e-13 5.431802e-12 4.180940e-11 [25,] 1.217925e-15 2.154566e-14 2.949352e-13 3.141316e-12 2.630473e-11 [26,] 3.700824e-16 7.789591e-15 1.263111e-13 1.581966e-12 1.536064e-11 [27,] 9.182308e-17 2.308848e-15 4.460817e-14 6.634681e-13 7.613015e-12 [28,] 1.854814e-17 5.585872e-16 1.290009e-14 2.288172e-13 3.122746e-12 [29,] 3.048172e-18 1.101258e-16 3.046353e-15 6.460803e-14 1.052102e-12 [30,] 4.082588e-19 1.770685e-17 5.873660e-16 1.491772e-14 2.904469e-13 [31,] 4.477928e-20 2.330693e-18 9.271699e-17 2.821385e-15 6.574034e-14 [32,] 4.055719e-21 2.529720e-19 1.205619e-17 4.392941e-16 1.224757e-14 [33,] 3.068295e-22 2.288509e-20 1.304105e-18 5.680537e-17 1.892555e-15 [34,] 1.963739e-23 1.747453e-21 1.187983e-19 6.172747e-18 2.452623e-16 [35,] 1.073890e-24 1.138636e-22 9.220766e-21 5.705329e-19 2.698551e-17 [36,] 5.032589e-26 6.361339e-24 6.137312e-22 4.521213e-20 2.544361e-18 [37,] 2.009464e-27 3.035127e-25 3.495820e-23 3.071549e-21 2.059617e-19 [38,] 6.755038e-29 1.223140e-26 1.687293e-24 1.773788e-22 1.421546e-20 [39,] 1.885613e-30 4.106213e-28 6.806942e-26 8.591702e-24 8.259126e-22 [40,] 4.317877e-32 1.133755e-29 2.264838e-27 3.442609e-25 3.982407e-23 [41,] 8.036907e-34 2.549151e-31 6.148967e-29 1.128102e-26 1.574279e-24 [42,] 1.208282e-35 4.635113e-33 1.351900e-30 2.998096e-28 5.055821e-26 [43,] 1.461288e-37 6.784942e-35 2.394874e-32 6.426281e-30 1.310976e-27 [44,] 1.418031e-39 7.972944e-37 3.407516e-34 1.107011e-31 2.733827e-29 [45,] 1.102410e-41 7.507961e-39 3.886543e-36 1.529229e-33 4.573567e-31 [46,] 6.859638e-44 5.659780e-41 3.549332e-38 1.691785e-35 6.129127e-33 [47,] 3.414414e-46 3.413328e-43 2.593464e-40 1.497699e-37 6.573745e-35 [48,] 1.359074e-48 1.646245e-45 1.515588e-42 1.060485e-39 5.639825e-37 [49,] 4.325098e-51 6.348222e-48 7.081755e-45 6.004309e-42 3.869181e-39 [50,] 1.100334e-53 1.957017e-50 2.645427e-47 2.717867e-44 2.122229e-41 [,6] [,7] [,8] [,9] [,10] [1,] 1.275714e-07 5.939896e-08 3.113486e-08 1.819861e-08 1.069025e-08 [2,] 3.680807e-07 1.892345e-07 1.039867e-07 6.368980e-08 4.020737e-08 [3,] 8.717906e-07 5.082215e-07 2.990004e-07 1.921117e-07 1.293752e-07 [4,] 1.688680e-06 1.142581e-06 7.384024e-07 5.016285e-07 3.584897e-07 [5,] 2.672061e-06 2.139787e-06 1.560949e-06 1.138982e-06 8.620602e-07 [6,] 3.458826e-06 3.331082e-06 2.814557e-06 2.256454e-06 1.816158e-06 [7,] 3.677547e-06 4.314496e-06 4.316611e-06 3.903215e-06 3.384106e-06 [8,] 3.232937e-06 4.666401e-06 5.623004e-06 5.880229e-06 5.608440e-06 [9,] 2.370004e-06 4.237021e-06 6.219449e-06 7.674456e-06 8.252933e-06 [10,] 1.462091e-06 3.247180e-06 5.839764e-06 8.617103e-06 1.068492e-05 [11,] 7.652157e-07 2.108311e-06 4.648830e-06 8.260275e-06 1.200831e-05 [12,] 3.425547e-07 1.161940e-06 3.129761e-06 6.709097e-06 1.155323e-05 [13,] 1.344797e-07 5.469086e-07 1.779822e-06 4.589914e-06 9.407336e-06 [14,] 5.226798e-08 2.288289e-07 8.644328e-07 2.645217e-06 6.441294e-06 [15,] 2.838081e-08 1.015459e-07 3.831705e-07 1.312764e-06 3.725734e-06 [16,] 2.479875e-08 6.735489e-08 1.952226e-07 6.202209e-07 1.890291e-06 [17,] 2.409711e-08 6.453145e-08 1.518459e-07 3.640824e-07 9.646194e-07 [18,] 2.046104e-08 6.258456e-08 1.525784e-07 3.183977e-07 6.483628e-07 [19,] 1.425659e-08 5.188632e-08 1.460782e-07 3.262079e-07 6.132892e-07 [20,] 8.060695e-09 3.525648e-08 1.182455e-07 3.067942e-07 6.298795e-07 [21,] 3.727796e-09 1.953637e-08 7.860972e-08 2.429718e-07 5.814229e-07 [22,] 1.470947e-09 8.989684e-09 4.299394e-08 1.588825e-07 4.524490e-07 [23,] 5.694288e-10 3.699097e-09 2.003182e-08 8.673376e-08 2.934366e-07 [24,] 2.774492e-10 1.657474e-09 8.952381e-09 4.199890e-08 1.625820e-07 [25,] 1.767344e-10 9.877373e-10 4.822204e-09 2.132173e-08 8.465033e-08 [26,] 1.163910e-10 6.970878e-10 3.383009e-09 1.386967e-08 5.047366e-08 [27,] 6.758562e-11 4.662854e-10 2.521033e-09 1.086231e-08 3.849952e-08 [28,] 3.285387e-11 2.670953e-10 1.683586e-09 8.276482e-09 3.210661e-08 [29,] 1.317696e-11 1.271624e-10 9.475690e-10 5.467504e-09 2.453934e-08 [30,] 4.341322e-12 4.989587e-11 4.417370e-10 3.018544e-09 1.596132e-08 [31,] 1.174314e-12 1.610342e-11 1.697883e-10 1.378837e-09 8.641688e-09 [32,] 2.615219e-13 4.281798e-12 5.382474e-11 5.202873e-10 3.874093e-09 [33,] 4.826347e-14 9.429793e-13 1.413124e-11 1.626396e-10 1.439823e-09 [34,] 7.456548e-15 1.735926e-13 3.097506e-12 4.240993e-11 4.461479e-10 [35,] 9.762489e-16 2.703096e-14 5.733012e-13 9.322853e-12 1.163775e-10 [36,] 1.094416e-16 3.600278e-15 9.064853e-14 1.748400e-12 2.586044e-11 [37,] 1.054510e-17 4.124733e-16 1.233431e-14 2.821988e-13 4.944617e-12 [38,] 8.688540e-19 4.051948e-17 1.442643e-15 3.923979e-14 8.160585e-13 [39,] 6.048532e-20 3.375813e-18 1.436505e-16 4.662959e-15 1.155356e-13 [40,] 3.506727e-21 2.351031e-19 1.200452e-17 4.670011e-16 1.384744e-14 [41,] 1.671326e-22 1.350048e-20 8.299091e-19 3.883341e-17 1.383561e-15 [42,] 6.483664e-24 6.323645e-22 4.691218e-20 2.647504e-18 1.136832e-16 [43,] 2.033343e-25 2.397875e-23 2.150181e-21 1.466197e-19 7.603677e-18 [44,] 5.132278e-27 7.324490e-25 7.946817e-23 6.555094e-21 4.111125e-19 [45,] 1.039732e-28 1.796690e-26 2.360064e-24 2.356598e-22 1.788847e-20 [46,] 1.687775e-30 3.532570e-28 5.620004e-26 6.796089e-24 6.246930e-22 [47,] 2.193063e-32 5.560770e-30 1.071695e-27 1.569871e-25 1.747906e-23 [48,] 2.279656e-34 7.003413e-32 1.635282e-29 2.902155e-27 3.914677e-25 [49,] 1.895019e-36 7.054068e-34 1.995733e-31 4.291443e-29 7.013646e-27 [50,] 1.259484e-38 5.680955e-36 1.947527e-33 5.074342e-31 1.004872e-28 [,11] [,12] [,13] [,14] [,15] [1,] 5.784963e-09 2.704084e-09 1.038513e-09 3.167209e-10 7.519047e-11 [2,] 2.400729e-08 1.272318e-08 5.674874e-09 2.044340e-09 5.791995e-10 [3,] 8.426026e-08 4.990105e-08 2.550628e-08 1.074875e-08 3.611647e-09 [4,] 2.523638e-07 1.648478e-07 9.517714e-08 4.636045e-08 1.832034e-08 [5,] 6.507271e-07 4.636180e-07 2.980622e-07 1.655024e-07 7.609867e-08 [6,] 1.459404e-06 1.122462e-06 7.928234e-07 4.943863e-07 2.610780e-07 [7,] 2.882974e-06 2.369033e-06 1.814876e-06 1.251699e-06 7.478764e-07 [8,] 5.084116e-06 4.423960e-06 3.628545e-06 2.725768e-06 1.812714e-06 [9,] 8.076201e-06 7.423811e-06 6.442649e-06 5.191069e-06 3.776727e-06 [10,] 1.154410e-05 1.131337e-05 1.032801e-05 8.803365e-06 6.886475e-06 [11,] 1.467180e-05 1.564165e-05 1.510949e-05 1.352062e-05 1.120002e-05 [12,] 1.628439e-05 1.935597e-05 2.014542e-05 1.899893e-05 1.652199e-05 [13,] 1.550775e-05 2.100944e-05 2.413583e-05 2.437997e-05 2.231408e-05 [14,] 1.250678e-05 1.962177e-05 2.545455e-05 2.817601e-05 2.752824e-05 [15,] 8.499318e-06 1.556530e-05 2.318599e-05 2.875739e-05 3.062192e-05 [16,] 4.923327e-06 1.046599e-05 1.803167e-05 2.547000e-05 3.017701e-05 [17,] 2.573815e-06 6.090105e-06 1.200117e-05 1.940140e-05 2.595248e-05 [18,] 1.437350e-06 3.318415e-06 7.059437e-06 1.281543e-05 1.937452e-05 [19,] 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7.082069e-35 [6,] 7.513883e-25 1.280932e-26 1.695255e-28 1.731039e-30 1.357375e-32 [7,] 5.347043e-23 1.103912e-24 1.769595e-26 2.188940e-28 2.079492e-30 [8,] 3.041679e-21 7.604783e-23 1.476560e-24 2.212552e-26 2.546495e-28 [9,] 1.383177e-19 4.187881e-21 9.848602e-23 1.787688e-24 2.492644e-26 [10,] 5.028480e-18 1.843672e-19 5.251315e-21 1.154648e-22 1.950419e-24 [11,] 1.461612e-16 6.489193e-18 2.238526e-19 5.962008e-21 1.220022e-22 [12,] 3.397233e-15 1.826284e-16 7.629603e-18 2.461272e-19 6.101159e-21 [13,] 6.315482e-14 4.110471e-15 2.079460e-16 8.124623e-18 2.439529e-19 [14,] 9.393212e-13 7.400773e-14 4.533212e-15 2.144896e-16 7.800432e-18 [15,] 1.118282e-11 1.066331e-12 7.906913e-14 4.529852e-15 1.995016e-16 [16,] 1.066420e-10 1.230238e-11 1.103983e-12 7.656151e-14 4.082582e-15 [17,] 8.154689e-10 1.137472e-10 1.234738e-11 1.036180e-12 6.687919e-14 [18,] 5.008266e-09 8.439210e-10 1.107372e-10 1.123895e-11 8.776469e-13 [19,] 2.476329e-08 5.033722e-09 7.975771e-10 9.781732e-11 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2.289915e-06 [48,] 1.467520e-06 2.034442e-06 2.278946e-06 2.105261e-06 1.726177e-06 [49,] 6.051240e-07 9.882687e-07 1.290917e-06 1.362562e-06 1.204804e-06 [50,] 2.040481e-07 3.950593e-07 6.075162e-07 7.449317e-07 7.415617e-07 [,41] [,42] [,43] [,44] [,45] [1,] 1.283821e-47 2.252405e-50 3.012075e-53 3.067123e-56 2.376583e-59 [2,] 7.304305e-45 1.552782e-47 2.516123e-50 3.104617e-53 2.915051e-56 [3,] 3.321683e-42 8.556142e-45 1.679968e-47 2.511813e-50 2.857863e-53 [4,] 1.207389e-39 3.768378e-42 8.965579e-45 1.624330e-47 2.239464e-50 [5,] 3.507840e-37 1.326579e-39 3.824342e-42 8.395788e-45 1.402639e-47 [6,] 8.145979e-35 3.732681e-37 1.303895e-39 3.468605e-42 7.021874e-45 [7,] 1.512034e-32 8.395006e-35 3.553358e-37 1.145399e-39 2.809749e-42 [8,] 2.243386e-30 1.509184e-32 7.740225e-35 3.023258e-37 8.986619e-40 [9,] 2.660558e-28 2.168625e-30 1.347675e-32 6.378331e-35 2.297396e-37 [10,] 2.522223e-26 2.490934e-28 1.875629e-30 1.075633e-32 4.694578e-35 [11,] 1.911416e-24 2.287132e-26 2.086659e-28 1.449964e-30 7.668098e-33 [12,] 1.158019e-22 1.678786e-24 1.855750e-26 1.562442e-28 1.001208e-30 [13,] 5.609206e-21 9.851549e-23 1.319398e-24 1.345936e-26 1.045015e-28 [14,] 2.172560e-19 4.622419e-21 7.500029e-23 9.269485e-25 8.719944e-27 [15,] 6.729873e-18 1.734429e-19 3.409078e-21 5.104383e-23 5.817499e-25 [16,] 1.667743e-16 5.205581e-18 1.239323e-19 2.247818e-21 3.103507e-23 [17,] 3.307586e-15 1.250119e-16 3.604346e-18 7.917901e-20 1.324180e-21 [18,] 5.252999e-14 2.403349e-15 8.389617e-17 2.231728e-18 4.520088e-20 [19,] 6.686262e-13 3.701444e-14 1.563826e-15 5.035829e-17 1.234907e-18 [20,] 6.829169e-12 4.571489e-13 2.336354e-14 9.103615e-16 2.701938e-17 [21,] 5.606861e-11 4.534343e-12 2.801119e-13 1.319858e-14 4.738686e-16 [22,] 3.709580e-10 3.619597e-11 2.699912e-12 1.537015e-13 6.670413e-15 [23,] 1.984848e-09 2.332480e-10 2.097645e-11 1.440958e-12 7.551109e-14 [24,] 8.632097e-09 1.218707e-09 1.318729e-10 1.091240e-11 6.894891e-13 [25,] 3.073232e-08 5.196312e-09 6.747376e-10 6.710419e-11 5.101990e-12 [26,] 9.048792e-08 1.825345e-08 2.834855e-09 3.378536e-10 3.082969e-11 [27,] 2.235976e-07 5.358912e-08 9.917197e-09 1.411506e-09 1.540951e-10 [28,] 4.735162e-07 1.343346e-07 2.951836e-08 5.000224e-09 6.508541e-10 [29,] 8.842082e-07 2.962492e-07 7.711613e-08 1.550919e-08 2.400629e-09 [30,] 1.504830e-06 5.951669e-07 1.834619e-07 4.378969e-08 8.055831e-09 [31,] 2.398173e-06 1.119849e-06 4.090748e-07 1.160290e-07 2.541145e-08 [32,] 3.604562e-06 1.985092e-06 8.590934e-07 2.897707e-07 7.568034e-08 [33,] 5.031030e-06 3.258648e-06 1.667355e-06 6.679629e-07 2.079811e-07 [34,] 6.354851e-06 4.822851e-06 2.910162e-06 1.381734e-06 5.120228e-07 [35,] 7.118451e-06 6.289669e-06 4.464897e-06 2.509009e-06 1.105107e-06 [36,] 7.042724e-06 7.136282e-06 5.932116e-06 3.942540e-06 2.064481e-06 [37,] 6.282026e-06 7.053476e-06 6.775039e-06 5.310020e-06 3.308576e-06 [38,] 5.327607e-06 6.214553e-06 6.670011e-06 6.094379e-06 4.511457e-06 [39,] 4.673976e-06 5.177347e-06 5.789952e-06 5.970216e-06 5.198491e-06 [40,] 4.599706e-06 4.526806e-06 4.725199e-06 5.098578e-06 5.060832e-06 [41,] 5.111685e-06 4.592685e-06 4.112297e-06 4.067827e-06 4.245959e-06 [42,] 5.890587e-06 5.325092e-06 4.291844e-06 3.514981e-06 3.306123e-06 [43,] 6.355340e-06 6.255591e-06 5.140015e-06 3.748435e-06 2.825055e-06 [44,] 6.033177e-06 6.682328e-06 6.082097e-06 4.576793e-06 3.046929e-06 [45,] 4.948602e-06 6.144240e-06 6.390392e-06 5.393010e-06 3.741037e-06 [46,] 3.568987e-06 4.783243e-06 5.691912e-06 5.540230e-06 4.346875e-06 [47,] 2.374470e-06 3.182395e-06 4.239151e-06 4.774753e-06 4.344737e-06 [48,] 1.545682e-06 1.873297e-06 2.651058e-06 3.414870e-06 3.617568e-06 [49,] 1.008554e-06 1.035624e-06 1.422466e-06 2.029833e-06 2.488175e-06 [50,] 6.374557e-07 5.705364e-07 6.855547e-07 1.015173e-06 1.414210e-06 [,46] [,47] [,48] [,49] [,50] [1,] 1.400712e-62 6.277631e-66 2.139020e-69 5.540580e-73 1.090885e-76 [2,] 2.081910e-59 1.130658e-62 4.668467e-66 1.465344e-69 3.496141e-73 [3,] 2.473301e-56 1.627677e-59 8.143950e-63 3.097600e-66 8.955717e-70 [4,] 2.348546e-53 1.872890e-56 1.135541e-59 5.233808e-63 1.833658e-66 [5,] 1.782459e-50 1.722480e-53 1.265516e-56 7.068171e-60 3.000771e-63 [6,] 1.081296e-47 1.266193e-50 1.127291e-53 7.629553e-57 3.925091e-60 [7,] 5.242952e-45 7.439622e-48 8.026177e-51 6.582564e-54 4.103647e-57 [8,] 2.031982e-42 3.493924e-45 4.567642e-48 4.539425e-51 3.429252e-54 [9,] 6.294660e-40 1.311542e-42 2.077686e-45 2.502128e-48 2.290501e-51 [10,] 1.558628e-37 3.935193e-40 7.554058e-43 1.102374e-45 1.222843e-48 [11,] 3.084879e-35 9.437812e-38 2.195326e-40 3.882072e-43 5.218234e-46 [12,] 4.880591e-33 1.809295e-35 5.099710e-38 1.092753e-40 1.779906e-43 [13,] 6.172458e-31 2.772620e-33 9.469515e-36 2.458727e-38 4.852831e-41 [14,] 6.240544e-29 3.396548e-31 1.405614e-33 4.422279e-36 1.057630e-38 [15,] 5.044252e-27 3.326421e-29 1.667944e-31 6.358377e-34 1.842578e-36 [16,] 3.260125e-25 2.604679e-27 1.582387e-29 7.308767e-32 2.566259e-34 [17,] 1.685020e-23 1.630898e-25 1.200351e-27 6.717065e-30 2.857528e-32 [18,] 6.966535e-22 8.167447e-24 7.281905e-26 4.936489e-28 2.544201e-30 [19,] 2.304747e-20 3.272367e-22 3.533720e-24 2.901694e-26 1.811592e-28 [20,] 6.104482e-19 1.049407e-20 1.372240e-22 1.364632e-24 1.031887e-26 [21,] 1.295458e-17 2.695331e-19 4.266549e-21 5.137028e-23 4.703687e-25 [22,] 2.205132e-16 5.549879e-18 1.062989e-19 1.548980e-21 1.716877e-23 [23,] 3.015913e-15 9.174763e-17 2.124888e-18 3.745343e-20 5.022787e-22 [24,] 3.322871e-14 1.220517e-15 3.414859e-17 7.274692e-19 1.179570e-20 [25,] 2.961737e-13 1.311494e-14 4.426899e-16 1.138456e-17 2.229634e-19 [26,] 2.150693e-12 1.145697e-13 4.656725e-15 1.443210e-16 3.408718e-18 [27,] 1.287958e-11 8.230872e-13 4.017856e-14 1.496978e-15 4.254418e-17 [28,] 6.495701e-11 4.963109e-12 2.899915e-13 1.294647e-14 4.413210e-16 [29,] 2.852550e-10 2.597495e-11 1.810340e-12 9.648551e-14 3.929704e-15 [30,] 1.138669e-09 1.234018e-10 1.023932e-11 6.498720e-13 3.152773e-14 [31,] 4.280346e-09 5.530243e-10 5.470674e-11 4.138506e-12 2.392218e-13 [32,] 1.523020e-08 2.353447e-09 2.785636e-10 2.521401e-11 1.743277e-12 [33,] 5.004298e-08 9.264690e-09 1.315590e-09 1.429675e-10 1.187122e-11 [34,] 1.471315e-07 3.262048e-08 5.558906e-09 7.260658e-10 7.253628e-11 [35,] 3.787582e-07 1.004497e-07 2.052532e-08 3.220710e-09 3.871255e-10 [36,] 8.440389e-07 2.677206e-07 6.557129e-08 1.235598e-08 1.786299e-09 [37,] 1.616317e-06 6.140976e-07 1.804833e-07 4.087107e-08 7.109937e-09 [38,] 2.638473e-06 1.203893e-06 4.256004e-07 1.160523e-07 2.433024e-08 [39,] 3.636625e-06 1.996975e-06 8.514934e-07 2.802950e-07 7.097411e-08 [40,] 4.197029e-06 2.771503e-06 1.427736e-06 5.686121e-07 1.742614e-07 [41,] 4.050131e-06 3.189643e-06 1.983044e-06 9.564452e-07 3.552749e-07 [42,] 3.332240e-06 3.039911e-06 2.263129e-06 1.320040e-06 5.945145e-07 [43,] 2.528227e-06 2.447453e-06 2.121460e-06 1.485374e-06 8.098099e-07 [44,] 2.125417e-06 1.806596e-06 1.667692e-06 1.364226e-06 8.940065e-07 [45,] 2.291257e-06 1.486184e-06 1.195928e-06 1.044999e-06 8.018855e-07 [46,] 2.793687e-06 1.583524e-06 9.580727e-07 7.271133e-07 5.975238e-07 [47,] 3.176120e-06 1.897812e-06 9.995901e-07 5.650716e-07 4.029872e-07 [48,] 3.076999e-06 2.098912e-06 1.168521e-06 5.732748e-07 3.029648e-07 [49,] 2.471543e-06 1.965459e-06 1.252094e-06 6.501762e-07 2.974391e-07 [50,] 1.635326e-06 1.521069e-06 1.131121e-06 6.731662e-07 3.261322e-07 > 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 6388.0653 0.3614 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7hqd81226511185.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] 1636.192 1709.643 1783.095 1856.547 1929.999 2003.450 2076.902 2150.354 [9] 2223.806 2297.258 2370.709 2444.161 2517.613 2591.065 2664.516 2737.968 [17] 2811.420 2884.872 2958.323 3031.775 3105.227 3178.679 3252.131 3325.582 [25] 3399.034 3472.486 3545.938 3619.389 3692.841 3766.293 3839.745 3913.197 [33] 3986.648 4060.100 4133.552 4207.004 4280.455 4353.907 4427.359 4500.811 [41] 4574.262 4647.714 4721.166 4794.618 4868.070 4941.521 5014.973 5088.425 [49] 5161.877 5235.328 $yords [1] 8646.583 8764.743 8882.903 9001.063 9119.223 9237.383 9355.543 [8] 9473.703 9591.863 9710.024 9828.184 9946.344 10064.504 10182.664 [15] 10300.824 10418.984 10537.144 10655.304 10773.464 10891.624 11009.785 [22] 11127.945 11246.105 11364.265 11482.425 11600.585 11718.745 11836.905 [29] 11955.065 12073.225 12191.386 12309.546 12427.706 12545.866 12664.026 [36] 12782.186 12900.346 13018.506 13136.666 13254.826 13372.986 13491.147 [43] 13609.307 13727.467 13845.627 13963.787 14081.947 14200.107 14318.267 [50] 14436.427 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.799940e-06 1.766785e-06 1.255578e-06 1.134411e-06 1.937472e-06 [2,] 2.050730e-06 2.540687e-06 2.097399e-06 1.523986e-06 1.969236e-06 [3,] 1.966365e-06 3.097596e-06 3.159399e-06 2.333157e-06 2.121454e-06 [4,] 1.585853e-06 3.184232e-06 4.097567e-06 3.533492e-06 2.673198e-06 [5,] 1.075512e-06 2.755058e-06 4.504532e-06 4.796087e-06 3.741941e-06 [6,] 6.133176e-07 2.005142e-06 4.176135e-06 5.599907e-06 5.102559e-06 [7,] 2.940747e-07 1.227298e-06 3.259555e-06 5.544761e-06 6.213882e-06 [8,] 1.185559e-07 6.316859e-07 2.140545e-06 4.633034e-06 6.514274e-06 [9,] 4.018623e-08 2.733862e-07 1.182369e-06 3.260947e-06 5.800000e-06 [10,] 1.145294e-08 9.948637e-08 5.492687e-07 1.931917e-06 4.363711e-06 [11,] 2.744361e-09 3.044076e-08 2.145794e-07 9.630338e-07 2.768505e-06 [12,] 5.529037e-10 7.831569e-09 7.049279e-08 4.038487e-07 1.479694e-06 [13,] 9.365751e-11 1.694116e-09 1.947365e-08 1.424543e-07 6.659112e-07 [14,] 1.333897e-11 3.081347e-10 4.523713e-09 4.226617e-08 2.522695e-07 [15,] 1.597312e-12 4.712424e-11 8.836743e-10 1.054796e-08 8.043901e-08 [16,] 1.608235e-13 6.059842e-12 1.451610e-10 2.214194e-09 2.158830e-08 [17,] 1.361458e-14 6.552370e-13 2.005315e-11 3.909856e-10 4.876993e-09 [18,] 9.690828e-16 5.957551e-14 2.329770e-12 5.808240e-11 9.275434e-10 [19,] 5.799963e-17 4.554941e-15 2.276504e-13 7.259741e-12 1.485466e-10 [20,] 2.918806e-18 2.928600e-16 1.871045e-14 7.635911e-13 2.003865e-11 [21,] 1.235128e-19 1.583518e-17 1.293619e-15 6.760116e-14 2.277823e-12 [22,] 4.395008e-21 7.201101e-19 7.524736e-17 5.038639e-15 2.182854e-13 [23,] 1.315123e-22 2.754386e-20 3.683085e-18 3.162844e-16 1.764554e-14 [24,] 3.309407e-24 8.862186e-22 1.517233e-19 1.672685e-17 1.204055e-15 [25,] 7.003889e-26 2.398850e-23 5.261660e-21 7.456388e-19 6.940761e-17 [26,] 1.246713e-27 5.463597e-25 1.536583e-22 2.803275e-20 3.383077e-18 [27,] 1.866706e-29 1.047257e-26 3.780207e-24 8.894410e-22 1.395727e-19 [28,] 2.351333e-31 1.689764e-28 7.837800e-26 2.383508e-23 4.879128e-21 [29,] 2.492011e-33 2.295763e-30 1.370347e-27 5.399487e-25 1.446866e-22 [30,] 2.222569e-35 2.627270e-32 2.021609e-29 1.035021e-26 3.643639e-24 [31,] 1.668543e-37 2.533696e-34 2.518415e-31 1.680658e-28 7.800356e-26 [32,] 1.054659e-39 2.060142e-36 2.651492e-33 2.314333e-30 1.420816e-27 [33,] 5.614622e-42 1.413172e-38 2.361574e-35 2.705653e-32 2.203326e-29 [34,] 2.518557e-44 8.184104e-41 1.781257e-37 2.688324e-34 2.909977e-31 [35,] 9.523801e-47 4.004766e-43 1.139045e-39 2.272189e-36 3.273203e-33 [36,] 3.037828e-49 1.657416e-45 6.182181e-42 1.634823e-38 3.134732e-35 [37,] 8.179117e-52 5.807341e-48 2.850963e-44 1.001699e-40 2.554487e-37 [38,] 1.860304e-54 1.724603e-50 1.118155e-46 5.227406e-43 1.769764e-39 [39,] 3.577697e-57 4.345765e-53 3.732581e-49 2.322857e-45 1.041355e-41 [40,] 5.823713e-60 9.302079e-56 1.061025e-51 8.784413e-48 5.198460e-44 [41,] 8.032292e-63 1.692996e-58 2.568768e-54 2.824933e-50 2.199117e-46 [42,] 9.397716e-66 2.622144e-61 5.296019e-57 7.717724e-53 7.874958e-49 [43,] 9.337292e-69 3.457969e-64 9.293847e-60 1.789299e-55 2.384687e-51 [44,] 7.886559e-72 3.883886e-67 1.387212e-62 3.516374e-58 6.100836e-54 [45,] 5.667581e-75 3.715073e-70 1.759504e-65 5.851314e-61 1.317583e-56 [46,] 3.467530e-78 3.025169e-73 1.894388e-68 8.235679e-64 2.400407e-59 [47,] 1.806793e-81 2.095668e-76 1.729370e-71 9.795254e-67 3.686750e-62 [48,] 8.018062e-85 1.233964e-79 1.337122e-74 9.836635e-70 4.771411e-65 [49,] 3.029512e-88 6.169311e-83 8.746890e-78 8.334293e-73 5.201240e-68 [50,] 9.739717e-92 2.615964e-86 4.836197e-81 5.953915e-76 4.773823e-71 [,6] [,7] [,8] [,9] [,10] [1,] 3.267640e-06 4.280235e-06 4.736996e-06 4.830920e-06 4.391033e-06 [2,] 3.610636e-06 5.451982e-06 6.556179e-06 6.999387e-06 6.848928e-06 [3,] 3.602614e-06 6.229574e-06 8.429959e-06 9.534705e-06 9.841259e-06 [4,] 3.448991e-06 6.368975e-06 9.892800e-06 1.221402e-05 1.320986e-05 [5,] 3.530635e-06 5.965398e-06 1.046869e-05 1.454226e-05 1.672850e-05 [6,] 4.147172e-06 5.458131e-06 1.003309e-05 1.585743e-05 1.996185e-05 [7,] 5.253689e-06 5.347444e-06 8.986379e-06 1.574315e-05 2.220520e-05 [8,] 6.396534e-06 5.827480e-06 8.010615e-06 1.441718e-05 2.279211e-05 [9,] 6.948216e-06 6.618172e-06 7.584213e-06 1.265081e-05 2.163245e-05 [10,] 6.515180e-06 7.130983e-06 7.663527e-06 1.121716e-05 1.940944e-05 [11,] 5.204361e-06 6.862393e-06 7.769743e-06 1.036453e-05 1.711360e-05 [12,] 3.522089e-06 5.730350e-06 7.372441e-06 9.764847e-06 1.531783e-05 [13,] 2.014259e-06 4.098687e-06 6.261235e-06 8.899505e-06 1.388687e-05 [14,] 9.721816e-07 2.495771e-06 4.650046e-06 7.490691e-06 1.231742e-05 [15,] 3.957341e-07 1.289714e-06 2.984403e-06 5.658163e-06 1.027610e-05 [16,] 1.358166e-07 5.646589e-07 1.644652e-06 3.774445e-06 7.845533e-06 [17,] 3.929858e-08 2.092822e-07 7.753726e-07 2.202517e-06 5.395051e-06 [18,] 9.588378e-09 6.564950e-08 3.120729e-07 1.117166e-06 3.308299e-06 [19,] 1.973337e-09 1.743267e-08 1.071114e-07 4.902714e-07 1.794565e-06 [20,] 3.427328e-10 3.920547e-09 3.133713e-08 1.854956e-07 8.546125e-07 [21,] 5.026709e-11 7.473046e-10 7.814677e-09 6.033692e-08 3.547270e-07 [22,] 6.230452e-12 1.208381e-10 1.661333e-09 1.683318e-08 1.274891e-07 [23,] 6.532112e-13 1.659161e-11 3.011404e-10 4.019647e-09 3.944814e-08 [24,] 5.798559e-14 1.936296e-12 4.654432e-11 8.200162e-10 1.045888e-08 [25,] 4.363043e-15 1.922374e-13 6.133066e-12 1.426540e-10 2.366803e-09 [26,] 2.785769e-16 1.624777e-14 6.886788e-13 2.112600e-11 4.557236e-10 [27,] 1.510982e-17 1.169605e-15 6.585453e-14 2.658912e-12 7.447673e-11 [28,] 6.968805e-19 7.171999e-17 5.357816e-15 2.839689e-13 1.031000e-11 [29,] 2.735240e-20 3.745624e-18 3.704729e-16 2.569817e-14 1.207070e-12 [30,] 9.141364e-22 1.665249e-19 2.174610e-17 1.968091e-15 1.193714e-13 [31,] 2.602091e-23 6.297713e-21 1.082294e-18 1.274140e-16 9.961756e-15 [32,] 6.308078e-25 2.024037e-22 4.561847e-20 6.966247e-18 7.009705e-16 [33,] 1.301862e-26 5.522259e-24 1.626654e-21 3.213941e-19 4.156489e-17 [34,] 2.285783e-28 1.277568e-25 4.902067e-23 1.250363e-20 2.075894e-18 [35,] 3.411267e-30 2.503399e-27 1.247421e-24 4.099666e-22 8.729128e-20 [36,] 4.322723e-32 4.150420e-29 2.678372e-26 1.132335e-23 3.089550e-21 [37,] 4.645898e-34 5.816191e-31 4.849187e-28 2.633583e-25 9.201794e-23 [38,] 4.230233e-36 6.883198e-33 7.399009e-30 5.156236e-27 2.305812e-24 [39,] 3.259667e-38 6.874086e-35 9.510207e-32 8.496200e-29 4.860556e-26 [40,] 2.123554e-40 5.789347e-37 1.029341e-33 1.177980e-30 8.618091e-28 [41,] 1.168527e-42 4.109497e-39 9.378761e-36 1.374037e-32 1.285156e-29 [42,] 5.427000e-45 2.457502e-41 7.191900e-38 1.348195e-34 1.611726e-31 [43,] 2.125853e-47 1.237603e-43 4.640550e-40 1.112649e-36 1.699790e-33 [44,] 7.019424e-50 5.246953e-46 2.519101e-42 7.722760e-39 1.507446e-35 [45,] 1.952834e-52 1.872279e-48 1.150339e-44 4.507927e-41 1.124152e-37 [46,] 4.575574e-55 5.621806e-51 4.418345e-47 2.212807e-43 7.049013e-40 [47,] 9.025962e-58 1.420183e-53 1.427267e-49 9.133752e-46 3.716522e-42 [48,] 1.498664e-60 3.018064e-56 3.877440e-52 3.170227e-48 1.647606e-44 [49,] 2.094003e-63 5.394804e-59 8.858298e-55 9.252308e-51 6.141396e-47 [50,] 2.461663e-66 8.110378e-62 1.701750e-57 2.270456e-53 1.924718e-49 [,11] [,12] [,13] [,14] [,15] [1,] 3.392140e-06 2.228206e-06 1.198394e-06 4.813727e-07 1.346288e-07 [2,] 5.820574e-06 4.213069e-06 2.571348e-06 1.231138e-06 4.237426e-07 [3,] 9.106734e-06 7.233198e-06 4.906928e-06 2.730679e-06 1.140549e-06 [4,] 1.306478e-05 1.133486e-05 8.441421e-06 5.319287e-06 2.641752e-06 [5,] 1.737951e-05 1.627738e-05 1.322531e-05 9.234207e-06 5.316107e-06 [6,] 2.173496e-05 2.157811e-05 1.899311e-05 1.448952e-05 9.414852e-06 [7,] 2.577696e-05 2.674277e-05 2.515172e-05 2.078221e-05 1.489691e-05 [8,] 2.893418e-05 3.142787e-05 3.101881e-05 2.747468e-05 2.137677e-05 [9,] 3.047467e-05 3.529670e-05 3.616496e-05 3.378185e-05 2.817937e-05 [10,] 2.999504e-05 3.780594e-05 4.045737e-05 3.916852e-05 3.451626e-05 [11,] 2.789085e-05 3.840901e-05 4.372256e-05 4.360178e-05 3.982998e-05 [12,] 2.517135e-05 3.711500e-05 4.555045e-05 4.729150e-05 4.412944e-05 [13,] 2.268192e-05 3.468489e-05 4.565546e-05 5.019369e-05 4.789698e-05 [14,] 2.051999e-05 3.204888e-05 4.435265e-05 5.197213e-05 5.151293e-05 [15,] 1.820766e-05 2.951600e-05 4.237563e-05 5.249017e-05 5.483582e-05 [16,] 1.532745e-05 2.665977e-05 4.010837e-05 5.204860e-05 5.746010e-05 [17,] 1.193481e-05 2.295068e-05 3.717237e-05 5.088718e-05 5.919666e-05 [18,] 8.471116e-06 1.838085e-05 3.291093e-05 4.860075e-05 5.996104e-05 [19,] 5.432113e-06 1.350064e-05 2.719325e-05 4.437416e-05 5.920813e-05 [20,] 3.121677e-06 9.020729e-06 2.066464e-05 3.786839e-05 5.590444e-05 [21,] 1.592890e-06 5.443461e-06 1.433029e-05 2.974697e-05 4.937646e-05 [22,] 7.144881e-07 2.939209e-06 9.013302e-06 2.133869e-05 4.013485e-05 [23,] 2.789987e-07 1.404329e-06 5.100043e-06 1.390787e-05 2.975933e-05 [24,] 9.404861e-08 5.870038e-07 2.568203e-06 8.183630e-06 2.003792e-05 [25,] 2.718374e-08 2.124932e-07 1.137277e-06 4.306674e-06 1.219594e-05 [26,] 6.702365e-09 6.607544e-08 4.379582e-07 2.003834e-06 6.661137e-06 [27,] 1.404243e-09 1.754114e-08 1.453134e-07 8.148398e-07 3.232161e-06 [28,] 2.493060e-10 3.957923e-09 4.124850e-08 2.866629e-07 1.377826e-06 [29,] 3.742928e-11 7.566581e-10 9.965605e-09 8.655096e-08 5.105997e-07 [30,] 4.744943e-12 1.222905e-10 2.041786e-09 2.229349e-08 1.630519e-07 [31,] 5.073640e-13 1.668292e-11 3.538559e-10 4.877887e-09 4.456283e-08 [32,] 4.572236e-14 1.918943e-12 5.178283e-11 9.039122e-10 1.037151e-08 [33,] 3.470579e-15 1.859630e-13 6.390817e-12 1.415636e-10 2.048203e-09 [34,] 2.217928e-16 1.517486e-14 6.646064e-13 1.870991e-11 3.423421e-10 [35,] 1.192951e-17 1.042278e-15 5.820333e-14 2.084694e-12 4.834195e-11 [36,] 5.399105e-19 6.023939e-17 4.290632e-15 1.956819e-13 5.759882e-12 [37,] 2.055706e-20 2.929011e-18 2.661634e-16 1.546575e-14 5.785388e-13 [38,] 6.583850e-22 1.197953e-19 1.389102e-17 1.028831e-15 4.895517e-14 [39,] 1.773504e-23 4.120851e-21 6.098291e-19 5.759080e-17 3.488232e-15 [40,] 4.017758e-25 1.192142e-22 2.251753e-20 2.712157e-18 2.092199e-16 [41,] 7.654266e-27 2.900226e-24 6.992472e-22 1.074393e-19 1.056029e-17 [42,] 1.226231e-28 5.933073e-26 1.826044e-23 3.579751e-21 4.484781e-19 [43,] 1.651870e-30 1.020606e-27 4.009990e-25 1.003114e-22 1.602272e-20 [44,] 1.871091e-32 1.476212e-29 7.404654e-27 2.363869e-24 4.815119e-22 [45,] 1.782088e-34 1.795358e-31 1.149718e-28 4.684455e-26 1.217089e-23 [46,] 1.427138e-36 1.835921e-33 1.501033e-30 7.806165e-28 2.587312e-25 [47,] 9.609358e-39 1.578511e-35 1.647742e-32 1.093812e-29 4.625506e-27 [48,] 5.440264e-41 1.141134e-37 1.520869e-34 1.288762e-31 6.954129e-29 [49,] 2.589608e-43 6.936076e-40 1.180291e-36 1.276779e-33 8.791852e-31 [50,] 1.036401e-45 3.544628e-42 7.701445e-39 1.063557e-35 9.346634e-33 [,16] [,17] [,18] [,19] [,20] [1,] 2.627268e-08 4.060946e-09 6.277047e-10 9.779851e-11 1.221484e-11 [2,] 1.017080e-07 1.842983e-08 3.136660e-09 5.570615e-10 8.460959e-11 [3,] 3.369031e-07 7.285846e-08 1.381823e-08 2.741550e-09 4.988285e-10 [4,] 9.547834e-07 2.494594e-07 5.371173e-08 1.175040e-08 2.510432e-09 [5,] 2.321076e-06 7.365993e-07 1.837207e-07 4.419943e-08 1.084116e-08 [6,] 4.868351e-06 1.872348e-06 5.503328e-07 1.467579e-07 4.045982e-08 [7,] 8.893621e-06 4.102177e-06 1.436446e-06 4.312006e-07 1.315950e-07 [8,] 1.433626e-05 7.784530e-06 3.255835e-06 1.119873e-06 3.761799e-07 [9,] 2.071242e-05 1.290943e-05 6.405167e-06 2.561798e-06 9.515971e-07 [10,] 2.726125e-05 1.895275e-05 1.097360e-05 5.142101e-06 2.137917e-06 [11,] 3.320692e-05 2.504081e-05 1.650142e-05 9.037899e-06 4.266092e-06 [12,] 3.806417e-05 3.033858e-05 2.205826e-05 1.393019e-05 7.542882e-06 [13,] 4.191829e-05 3.442461e-05 2.668347e-05 1.894690e-05 1.178689e-05 [14,] 4.541907e-05 3.750617e-05 2.990272e-05 2.302624e-05 1.627521e-05 [15,] 4.928277e-05 4.037259e-05 3.199298e-05 2.552475e-05 1.995052e-05 [16,] 5.367870e-05 4.396742e-05 3.387613e-05 2.663658e-05 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3.291294e-13 [45,] 2.026260e-21 2.183802e-19 1.554715e-17 7.574601e-16 2.650071e-14 [46,] 5.488871e-23 7.520654e-21 6.776340e-19 4.147119e-17 1.805851e-15 [47,] 1.250768e-24 2.179986e-22 2.488687e-20 1.916564e-18 1.040792e-16 [48,] 2.397432e-26 5.317910e-24 7.699210e-22 7.472805e-20 5.070621e-18 [49,] 3.865074e-28 1.091574e-25 2.005887e-23 2.457208e-21 2.087130e-19 [50,] 5.240613e-30 1.885108e-27 4.399983e-25 6.811373e-23 7.254751e-21 [,21] [,22] [,23] [,24] [,25] [1,] 1.122368e-12 1.079205e-13 2.051620e-14 4.614410e-15 7.958252e-16 [2,] 9.400977e-12 8.916875e-13 1.422278e-13 3.532831e-14 7.298523e-15 [3,] 6.804200e-11 7.093750e-12 9.454328e-13 2.356105e-13 5.782916e-14 [4,] 4.207141e-10 5.155832e-11 6.253384e-12 1.401354e-12 3.951054e-13 [5,] 2.214131e-09 3.295182e-10 4.087489e-11 7.734185e-12 2.339459e-12 [6,] 9.924184e-09 1.814313e-09 2.525820e-10 4.143470e-11 1.219152e-11 [7,] 3.801566e-08 8.530448e-09 1.407381e-09 2.200657e-10 5.758599e-11 [8,] 1.251717e-07 3.417192e-08 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1.387130e-06 2.407685e-06 3.135994e-06 3.313491e-06 3.305712e-06 [43,] 5.536695e-07 1.151447e-06 1.746555e-06 2.057897e-06 2.110930e-06 [44,] 1.907919e-07 4.809018e-07 8.634039e-07 1.161067e-06 1.276520e-06 [45,] 5.646930e-08 1.741582e-07 3.753275e-07 5.878881e-07 7.162923e-07 [46,] 1.429551e-08 5.436183e-08 1.422731e-07 2.641426e-07 3.665731e-07 [47,] 3.085264e-09 1.455375e-08 4.669185e-08 1.042515e-07 1.685818e-07 [48,] 5.662127e-10 3.328816e-09 1.318911e-08 3.582986e-08 6.878056e-08 [49,] 8.818798e-11 6.485036e-10 3.191612e-09 1.064674e-08 2.462545e-08 [50,] 1.163939e-11 1.073536e-10 6.592166e-10 2.719642e-09 7.667775e-09 [,31] [,32] [,33] [,34] [,35] [1,] 3.032958e-22 9.625411e-24 2.305270e-25 4.028800e-27 4.873004e-29 [2,] 7.279855e-21 2.789707e-22 8.077721e-24 1.732744e-25 2.616472e-27 [3,] 1.493687e-19 6.929444e-21 2.419892e-22 6.334382e-24 1.188041e-25 [4,] 2.617433e-18 1.474733e-19 6.206873e-21 1.972249e-22 4.568551e-24 [5,] 3.915393e-17 2.687250e-18 1.364382e-19 5.240610e-21 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2.261815e-05 [34,] 2.315615e-05 1.853003e-05 1.513301e-05 1.581369e-05 1.896134e-05 [35,] 2.761418e-05 2.394960e-05 1.765027e-05 1.404750e-05 1.499374e-05 [36,] 2.938265e-05 2.925032e-05 2.300509e-05 1.567447e-05 1.256968e-05 [37,] 2.758699e-05 3.186292e-05 2.885071e-05 2.042451e-05 1.310130e-05 [38,] 2.289863e-05 3.046538e-05 3.235657e-05 2.632143e-05 1.674989e-05 [39,] 1.694395e-05 2.554386e-05 3.173863e-05 3.054189e-05 2.208825e-05 [40,] 1.134221e-05 1.886228e-05 2.714315e-05 3.093210e-05 2.660108e-05 [41,] 7.026776e-06 1.235974e-05 2.029601e-05 2.717618e-05 2.797950e-05 [42,] 4.149929e-06 7.275934e-06 1.333323e-05 2.075196e-05 2.542524e-05 [43,] 2.401523e-06 3.926347e-06 7.745556e-06 1.383100e-05 1.996759e-05 [44,] 1.377771e-06 2.000345e-06 4.019007e-06 8.084682e-06 1.360483e-05 [45,] 7.761294e-07 9.946559e-07 1.894835e-06 4.167630e-06 8.080306e-06 [46,] 4.196158e-07 4.935896e-07 8.345316e-07 1.909870e-06 4.203198e-06 [47,] 2.123917e-07 2.440482e-07 3.561574e-07 7.890387e-07 1.924127e-06 [48,] 9.849205e-08 1.175616e-07 1.521463e-07 3.012533e-07 7.800629e-07 [49,] 4.110698e-08 5.357344e-08 6.564762e-08 1.103562e-07 2.831983e-07 [50,] 1.521848e-08 2.248784e-08 2.805766e-08 4.041357e-08 9.403785e-08 [,36] [,37] [,38] [,39] [,40] [1,] 3.913679e-31 2.038199e-33 6.803467e-36 1.447884e-38 1.959903e-41 [2,] 2.653528e-29 1.755611e-31 7.466126e-34 2.026930e-36 3.502062e-39 [3,] 1.516830e-27 1.272990e-29 6.892426e-32 2.386278e-34 5.261768e-37 [4,] 7.315969e-26 7.773294e-28 5.353513e-30 2.362749e-32 6.647786e-35 [5,] 2.980245e-24 3.999193e-26 3.499323e-28 1.967714e-30 7.062666e-33 [6,] 1.026622e-22 1.734614e-24 1.925477e-26 1.378527e-28 6.310102e-31 [7,] 2.994936e-21 6.348106e-23 8.922151e-25 8.125604e-27 4.741510e-29 [8,] 7.411842e-20 1.962105e-21 3.483234e-23 4.030617e-25 2.996704e-27 [9,] 1.559119e-18 5.128329e-20 1.146449e-21 1.683038e-23 1.593230e-25 [10,] 2.793646e-17 1.135154e-18 3.183731e-20 5.918226e-22 7.126871e-24 [11,] 4.273154e-16 2.131670e-17 7.467249e-19 1.753364e-20 2.682842e-22 [12,] 5.591506e-15 3.402927e-16 1.481082e-17 4.379449e-19 8.501638e-21 [13,] 6.270646e-14 4.628169e-15 2.488007e-16 9.229594e-18 2.268730e-19 [14,] 6.035883e-13 5.375232e-14 3.546287e-15 1.642917e-16 5.101044e-18 [15,] 4.991825e-12 5.343189e-13 4.297952e-14 2.473343e-15 9.669830e-17 [16,] 3.549411e-11 4.555262e-12 4.439433e-13 3.154111e-14 1.546765e-15 [17,] 2.171008e-10 3.336479e-11 3.917865e-12 3.413717e-13 2.090008e-14 [18,] 1.143180e-09 2.102420e-10 2.961472e-11 3.142742e-12 2.388821e-13 [19,] 5.190070e-09 1.140985e-09 1.921832e-10 2.467222e-11 2.313452e-12 [20,] 2.037243e-08 5.338879e-09 1.072948e-09 1.656171e-10 1.902266e-11 [21,] 6.944603e-08 2.157223e-08 5.162782e-09 9.532475e-10 1.331266e-10 [22,] 2.068527e-07 7.545564e-08 2.144682e-08 4.717270e-09 7.951340e-10 [23,] 5.423392e-07 2.293643e-07 7.706018e-08 2.012217e-08 4.065500e-09 [24,] 1.260775e-06 6.092329e-07 2.400942e-07 7.416840e-08 1.785159e-08 [25,] 2.613482e-06 1.423681e-06 6.510341e-07 2.368159e-07 6.753737e-08 [26,] 4.845999e-06 2.947787e-06 1.544192e-06 6.569363e-07 2.208698e-07 [27,] 8.048777e-06 5.440542e-06 3.224273e-06 1.589300e-06 6.264870e-07 [28,] 1.199920e-05 8.985809e-06 5.967191e-06 3.369993e-06 1.546927e-06 [29,] 1.614747e-05 1.331167e-05 9.848615e-06 6.301834e-06 3.339675e-06 [30,] 1.982393e-05 1.773686e-05 1.456085e-05 1.046246e-05 6.337781e-06 [31,] 2.249807e-05 2.138784e-05 1.934541e-05 1.551806e-05 1.063953e-05 [32,] 2.383031e-05 2.360081e-05 2.318785e-05 2.066622e-05 1.590871e-05 [33,] 2.355670e-05 2.416568e-05 2.526786e-05 2.482041e-05 2.132683e-05 [34,] 2.153644e-05 2.320029e-05 2.536055e-05 2.704704e-05 2.578547e-05 [35,] 1.806926e-05 2.089918e-05 2.381773e-05 2.703385e-05 2.829856e-05 [36,] 1.413691e-05 1.753958e-05 2.116871e-05 2.520034e-05 2.846433e-05 [37,] 1.120361e-05 1.371907e-05 1.781106e-05 2.230327e-05 2.665703e-05 [38,] 1.060211e-05 1.044002e-05 1.409939e-05 1.891656e-05 2.372006e-05 [39,] 1.281567e-05 8.808290e-06 1.060381e-05 1.530206e-05 2.037541e-05 [40,] 1.701854e-05 9.476923e-06 8.122774e-06 1.169975e-05 1.689863e-05 [41,] 2.124017e-05 1.215198e-05 7.339140e-06 8.591829e-06 1.332548e-05 [42,] 2.329948e-05 1.550677e-05 8.353811e-06 6.593415e-06 9.860080e-06 [43,] 2.203736e-05 1.773442e-05 1.044341e-05 6.058135e-06 6.989275e-06 [44,] 1.792567e-05 1.753963e-05 1.230045e-05 6.745546e-06 5.198747e-06 [45,] 1.257508e-05 1.487490e-05 1.272169e-05 7.842317e-06 4.595452e-06 [46,] 7.642924e-06 1.082297e-05 1.130206e-05 8.382114e-06 4.778536e-06 [47,] 4.044696e-06 6.780966e-06 8.587048e-06 7.801753e-06 5.061181e-06 [48,] 1.872505e-06 3.676238e-06 5.588449e-06 6.219099e-06 4.877785e-06 [49,] 7.616341e-07 1.733444e-06 3.127511e-06 4.233006e-06 4.079458e-06 [50,] 2.735458e-07 7.142743e-07 1.512582e-06 2.464659e-06 2.917456e-06 [,41] [,42] [,43] [,44] [,45] [1,] 1.685732e-44 9.208819e-48 3.194444e-51 7.036035e-55 9.839802e-59 [2,] 3.845638e-42 2.682380e-45 1.188141e-48 3.341688e-52 5.967507e-56 [3,] 7.376347e-40 6.569297e-43 3.715509e-46 1.334378e-49 3.042803e-53 [4,] 1.189648e-37 1.352718e-40 9.769053e-44 4.479954e-47 1.304474e-50 [5,] 1.613236e-35 2.341955e-38 2.159538e-41 1.264558e-44 4.701814e-48 [6,] 1.839480e-33 3.409122e-36 4.013758e-39 3.001103e-42 1.424856e-45 [7,] 1.763716e-31 4.172633e-34 6.272361e-37 5.988346e-40 3.630425e-43 [8,] 1.422029e-29 4.294177e-32 8.241264e-35 1.004633e-37 7.777047e-41 [9,] 9.641921e-28 3.715928e-30 9.104356e-33 1.417064e-35 1.400713e-38 [10,] 5.498327e-26 2.703900e-28 8.456837e-31 1.680587e-33 2.121129e-36 [11,] 2.637208e-24 1.654475e-26 6.604940e-29 1.675775e-31 2.700596e-34 [12,] 1.064070e-22 8.513518e-25 4.337621e-27 1.404971e-29 2.890937e-32 [13,] 3.612229e-21 3.684363e-23 2.395312e-25 9.904062e-28 2.601941e-30 [14,] 1.031963e-19 1.341122e-21 1.112304e-23 5.870383e-26 1.968994e-28 [15,] 2.481823e-18 4.106656e-20 4.343756e-22 2.925779e-24 1.252819e-26 [16,] 5.026466e-17 1.058019e-18 1.426639e-20 1.226155e-22 6.702348e-25 [17,] 8.577706e-16 2.293985e-17 3.941111e-19 4.321177e-21 3.014904e-23 [18,] 1.234231e-14 4.187160e-16 9.158898e-18 1.280681e-19 1.140362e-21 [19,] 1.498719e-13 6.436603e-15 1.790864e-16 3.192206e-18 3.626960e-20 [20,] 1.537604e-12 8.337716e-14 2.947070e-15 6.692754e-17 9.700623e-19 [21,] 1.334754e-11 9.107654e-13 4.082920e-14 1.180444e-15 2.181924e-17 [22,] 9.821632e-11 8.397515e-12 4.764297e-13 1.751860e-14 4.127628e-16 [23,] 6.139944e-10 6.543636e-11 4.685255e-12 2.188180e-13 6.567990e-15 [24,] 3.269715e-09 4.316264e-10 3.886173e-11 2.301214e-12 8.792412e-14 [25,] 1.487896e-08 2.414886e-09 2.721588e-10 2.038608e-11 9.904228e-13 [26,] 5.805973e-08 1.148894e-08 1.611518e-09 1.522301e-10 9.390715e-12 [27,] 1.950201e-07 4.662239e-08 8.082518e-09 9.590629e-10 7.497579e-11 [28,] 5.661841e-07 1.619672e-07 3.441645e-08 5.103785e-09 5.043450e-10 [29,] 1.426915e-06 4.837478e-07 1.247888e-07 2.297899e-08 2.860541e-09 [30,] 3.136604e-06 1.248138e-06 3.867022e-07 8.771704e-08 1.369406e-08 [31,] 6.046083e-06 2.797084e-06 1.028810e-06 2.846860e-07 5.541088e-08 [32,] 1.028344e-05 5.477494e-06 2.362784e-06 7.884308e-07 1.898787e-07 [33,] 1.554180e-05 9.437575e-06 4.714837e-06 1.872099e-06 5.524854e-07 [34,] 2.102744e-05 1.441674e-05 8.237119e-06 3.834338e-06 1.369906e-06 [35,] 2.565510e-05 1.968833e-05 1.271047e-05 6.826012e-06 2.908791e-06 [36,] 2.843858e-05 2.424334e-05 1.749280e-05 1.066247e-05 5.324385e-06 [37,] 2.891462e-05 2.714889e-05 2.169293e-05 1.477858e-05 8.476567e-06 [38,] 2.736036e-05 2.791851e-05 2.448810e-05 1.840438e-05 1.187353e-05 [39,] 2.458982e-05 2.671822e-05 2.542313e-05 2.085778e-05 1.484249e-05 [40,] 2.140398e-05 2.425240e-05 2.457095e-05 2.177319e-05 1.682225e-05 [41,] 1.814704e-05 2.132213e-05 2.247924e-05 2.118489e-05 1.755848e-05 [42,] 1.476932e-05 1.835432e-05 1.986837e-05 1.948332e-05 1.711094e-05 [43,] 1.126019e-05 1.531529e-05 1.722103e-05 1.724201e-05 1.576491e-05 [44,] 7.938683e-06 1.206366e-05 1.458896e-05 1.493339e-05 1.392849e-05 [45,] 5.315379e-06 8.735776e-06 1.179933e-05 1.270802e-05 1.198952e-05 [46,] 3.718930e-06 5.767624e-06 8.833556e-06 1.044812e-05 1.015091e-05 [47,] 3.060522e-06 3.587531e-06 5.981522e-06 8.050884e-06 8.386339e-06 [48,] 2.910954e-06 2.320763e-06 3.654148e-06 5.645094e-06 6.589510e-06 [49,] 2.786893e-06 1.751749e-06 2.091491e-06 3.537147e-06 4.771078e-06 [50,] 2.416794e-06 1.511872e-06 1.240782e-06 1.985332e-06 3.102262e-06 [,46] [,47] [,48] [,49] [,50] [1,] 8.737021e-63 4.925566e-67 1.763048e-71 4.006694e-76 5.781244e-81 [2,] 6.766128e-60 4.870840e-64 2.226297e-68 6.460656e-73 1.190373e-77 [3,] 4.405457e-57 4.049725e-61 2.363610e-65 8.758722e-70 2.060719e-74 [4,] 2.411694e-54 2.830919e-58 2.109839e-62 9.983565e-67 2.999407e-71 [5,] 1.109995e-51 1.663783e-55 1.583396e-59 9.567469e-64 3.670441e-68 [6,] 4.295308e-49 8.221288e-53 9.990872e-57 7.708720e-61 3.776372e-65 [7,] 1.397487e-46 3.415569e-50 5.300264e-54 5.222130e-58 3.266719e-62 [8,] 3.822701e-44 1.193038e-47 2.364063e-51 2.974269e-55 2.375831e-59 [9,] 8.791602e-42 3.503644e-45 8.865323e-49 1.424251e-52 1.452758e-56 [10,] 1.699991e-39 8.650986e-43 2.795181e-46 5.734199e-50 7.468798e-54 [11,] 2.763734e-37 1.795893e-40 7.409579e-44 1.941005e-47 3.228313e-51 [12,] 3.777703e-35 3.134553e-38 1.651417e-41 5.524083e-45 1.173222e-48 [13,] 4.341430e-33 4.599823e-36 3.094491e-39 1.321789e-42 3.584699e-46 [14,] 4.194862e-31 5.675225e-34 4.875244e-37 2.659120e-40 9.208714e-44 [15,] 3.407916e-29 5.887173e-32 6.457786e-35 4.497730e-38 1.988954e-41 [16,] 2.327771e-27 5.134572e-30 7.191866e-33 6.396143e-36 3.611760e-39 [17,] 1.336841e-25 3.765145e-28 6.734044e-31 7.647469e-34 5.514260e-37 [18,] 6.455303e-24 2.321375e-26 5.301417e-29 7.687713e-32 7.078395e-35 [19,] 2.620893e-22 1.203344e-24 3.508989e-27 6.497519e-30 7.639272e-33 [20,] 8.947312e-21 5.244748e-23 1.952784e-25 4.617178e-28 6.931804e-31 [21,] 2.568364e-19 1.922001e-21 9.137107e-24 2.758563e-26 5.288295e-29 [22,] 6.199515e-18 5.922202e-20 3.594583e-22 1.385696e-24 3.392039e-27 [23,] 1.258394e-16 1.534341e-18 1.188984e-20 5.852362e-23 1.829281e-25 [24,] 2.148161e-15 3.342609e-17 3.306741e-19 2.078161e-21 8.294296e-24 [25,] 3.084239e-14 6.123373e-16 7.732627e-18 6.204593e-20 3.161968e-22 [26,] 3.724906e-13 9.433224e-15 1.520427e-16 1.557530e-18 1.013479e-20 [27,] 3.784853e-12 1.222166e-13 2.513815e-15 3.287439e-17 2.731222e-19 [28,] 3.236342e-11 1.331821e-12 3.495010e-14 5.834240e-16 6.188515e-18 [29,] 2.329586e-10 1.220875e-11 4.086377e-13 8.706185e-15 1.178984e-16 [30,] 1.412293e-09 9.416601e-11 4.018289e-12 1.092457e-13 1.888549e-15 [31,] 7.215642e-09 6.112787e-10 3.323614e-11 1.152755e-12 2.543650e-14 [32,] 3.109724e-08 3.341027e-09 2.312713e-10 1.022960e-11 2.880777e-13 [33,] 1.131911e-07 1.538365e-08 1.354188e-09 7.635067e-11 2.743488e-12 [34,] 3.485909e-07 5.972049e-08 6.674715e-09 4.793630e-10 2.197182e-11 [35,] 9.105813e-07 1.956883e-07 2.770739e-08 2.532233e-09 1.479912e-10 [36,] 2.024727e-06 5.421230e-07 9.693405e-08 1.125799e-08 8.384321e-10 [37,] 3.851875e-06 1.272819e-06 2.861064e-07 4.214313e-08 3.996148e-09 [38,] 6.315466e-06 2.541702e-06 7.135495e-07 1.329175e-07 1.602778e-08 [39,] 9.016667e-06 4.340170e-06 1.507276e-06 3.535503e-07 5.411725e-08 [40,] 1.136817e-05 6.389046e-06 2.706626e-06 7.943070e-07 1.539186e-07 [41,] 1.288302e-05 8.206176e-06 4.155728e-06 1.510882e-06 3.691029e-07 [42,] 1.338248e-05 9.354051e-06 5.505925e-06 2.442653e-06 7.474105e-07 [43,] 1.297616e-05 9.669851e-06 6.384508e-06 3.378013e-06 1.281170e-06 [44,] 1.191376e-05 9.279574e-06 6.613401e-06 4.038391e-06 1.866903e-06 [45,] 1.047852e-05 8.431383e-06 6.280318e-06 4.244129e-06 2.329439e-06 [46,] 8.938103e-06 7.348438e-06 5.613810e-06 4.018044e-06 2.519708e-06 [47,] 7.477599e-06 6.198968e-06 4.816068e-06 3.531487e-06 2.410357e-06 [48,] 6.139072e-06 5.106713e-06 4.004267e-06 2.963307e-06 2.098675e-06 [49,] 4.861231e-06 4.130756e-06 3.243552e-06 2.413982e-06 1.720015e-06 [50,] 3.604076e-06 3.256225e-06 2.572805e-06 1.918589e-06 1.363745e-06 > 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 6507.430 1.415 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1oqf81226511185.ps tmp/1oqf81226511185.png") > system("convert tmp/2cgco1226511185.ps tmp/2cgco1226511185.png") > system("convert tmp/3aqs81226511185.ps tmp/3aqs81226511185.png") > system("convert tmp/4lsd41226511185.ps tmp/4lsd41226511185.png") > system("convert tmp/5nui01226511185.ps tmp/5nui01226511185.png") > system("convert tmp/6djni1226511185.ps tmp/6djni1226511185.png") > system("convert tmp/7hqd81226511185.ps tmp/7hqd81226511185.png") > > > proc.time() user system elapsed 4.129 2.243 4.395