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Type 'q()' to quit R. > z <- c(10570,10297,10635,10872,10296,10383,10431,10574,10653,10805,10872,10625,10407,10463,10556,10646,10702,11353,11346,11451,11964,12574,13031,13812,14544,14931,14886,16005,17064,15168,16050,15839,15137,14954,15648,15305,15579,16348,15928,16171,15937,15713,15594,15683,16438,17032,17696,17745,19394,20148,20108,18584,18441,18391,19178,18079,18483,19644,19195,19650) > y <- c(8.9,9,9,9,9,9,9,9,9,9,9,9.1,9,9,9.1,9,9,9,9,8.9,8.9,8.9,8.9,8.8,8.8,8.7,8.7,8.5,8.5,8.4,8.2,8.2,8.1,8.1,8,7.9,7.8,7.7,7.6,7.5,7.5,7.5,7.5,7.5,7.4,7.4,7.3,7.3,7.3,7.2,7.2,7.3,7.4,7.4,7.5,7.6,7.7,7.9,8,8.2) > x <- c(1.9,1.6,1.7,2,2.5,2.4,2.3,2.3,2.1,2.4,2.2,2.4,1.9,2.1,2.1,2.1,2,2.1,2.2,2.2,2.6,2.5,2.3,2.2,2.4,2.3,2.2,2.5,2.5,2.5,2.4,2.3,1.7,1.6,1.9,1.9,1.8,1.8,1.9,1.9,1.9,1.9,1.8,1.7,2.1,2.6,3.1,3.1,3.2,3.3,3.6,3.3,3.7,4,4,3.8,3.6,3.2,2.1,1.6) > par7 = 'goudprijs' > par6 = 'werkloosheid' > par5 = 'inflatie' > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/154b31257346082.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2m2c71257346082.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3hyuu1257346082.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/42pkn1257346082.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/577lz1257346082.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$xords, op$yords, op$zden, col=terrain.colors(100), axes=TRUE,main='Bivariate Kernel Density Plot (x,y)',xlab=par5,ylab=par6) > if (par3=='Y') contour(op$xords, op$yords, op$zden, add=TRUE) > if (par4=='Y') points(x,y) > (r<-lm(y ~ x)) Call: lm(formula = y ~ x) Coefficients: (Intercept) x 9.4012 -0.4729 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/613sa1257346082.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(y,z, xgridsize=par1, ygridsize=par2, correlation=cor(y,z), xbandwidth=dpik(y), ybandwidth=dpik(z)) > op $xords [1] 6.956169 7.004897 7.053625 7.102353 7.151080 7.199808 7.248536 7.297264 [9] 7.345992 7.394719 7.443447 7.492175 7.540903 7.589630 7.638358 7.687086 [17] 7.735814 7.784542 7.833269 7.881997 7.930725 7.979453 8.028181 8.076908 [25] 8.125636 8.174364 8.223092 8.271819 8.320547 8.369275 8.418003 8.466731 [33] 8.515458 8.564186 8.612914 8.661642 8.710370 8.759097 8.807825 8.856553 [41] 8.905281 8.954008 9.002736 9.051464 9.100192 9.148920 9.197647 9.246375 [49] 9.295103 9.343831 $yords [1] 9069.167 9320.303 9571.439 9822.575 10073.711 10324.848 10575.984 [8] 10827.120 11078.256 11329.392 11580.528 11831.664 12082.800 12333.936 [15] 12585.072 12836.208 13087.344 13338.480 13589.616 13840.752 14091.888 [22] 14343.024 14594.160 14845.296 15096.432 15347.568 15598.704 15849.840 [29] 16100.976 16352.112 16603.248 16854.384 17105.520 17356.656 17607.792 [36] 17858.928 18110.064 18361.200 18612.336 18863.472 19114.608 19365.744 [43] 19616.880 19868.016 20119.152 20370.289 20621.425 20872.561 21123.697 [50] 21374.833 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.739667e-121 4.747474e-115 8.493847e-109 9.962869e-103 7.661723e-97 [2,] 1.604001e-115 3.043892e-109 3.787121e-103 3.089153e-97 1.652136e-91 [3,] 9.889218e-110 1.305039e-103 1.129150e-97 6.405373e-92 2.382480e-86 [4,] 4.077090e-104 3.741612e-98 2.251371e-92 8.882101e-87 2.297709e-81 [5,] 1.124030e-98 7.173727e-93 3.001972e-87 8.236959e-82 1.482037e-76 [6,] 2.072322e-93 9.198038e-88 2.676983e-82 5.108761e-77 6.393542e-72 [7,] 2.555032e-88 7.887162e-83 1.596531e-77 2.119228e-72 1.844852e-67 [8,] 2.106719e-83 4.523083e-78 6.368216e-73 5.879925e-68 3.560748e-63 [9,] 1.161731e-78 1.734829e-73 1.698985e-68 1.091250e-63 4.597384e-59 [10,] 4.284585e-74 4.450469e-69 3.031897e-64 1.354756e-59 3.971005e-55 [11,] 1.056905e-69 7.636683e-65 3.619258e-60 1.125156e-55 2.294807e-51 [12,] 1.743847e-65 8.765532e-61 2.890238e-56 6.251924e-52 8.873347e-48 [13,] 1.924650e-61 6.730642e-57 1.544157e-52 2.324364e-48 2.295996e-44 [14,] 1.420999e-57 3.457578e-53 5.519903e-49 5.782667e-45 3.976016e-41 [15,] 7.018892e-54 1.188403e-49 1.320378e-45 9.628036e-42 4.608696e-38 [16,] 2.319597e-50 2.733219e-46 2.113690e-42 1.072975e-38 3.576236e-35 [17,] 5.129426e-47 4.206817e-43 2.264737e-39 8.004778e-36 1.858090e-32 [18,] 7.590724e-44 4.333658e-40 1.624385e-36 3.998410e-33 6.465183e-30 [19,] 7.518177e-41 2.988423e-37 7.800613e-34 1.337478e-30 1.506820e-27 [20,] 4.984429e-38 1.379696e-34 2.508499e-31 2.996645e-28 2.352923e-25 [21,] 2.212389e-35 4.265384e-32 5.402990e-29 4.498146e-26 2.462249e-23 [22,] 6.575512e-33 8.831911e-30 7.796305e-27 4.524727e-24 1.727257e-21 [23,] 1.308883e-30 1.225083e-27 7.538455e-25 3.050904e-22 8.124800e-20 [24,] 1.745309e-28 1.138672e-25 4.885788e-23 1.379350e-20 2.563569e-18 [25,] 1.559366e-26 7.093669e-24 2.123120e-21 4.182852e-19 5.427643e-17 [26,] 9.337797e-25 2.962854e-22 6.187908e-20 8.510970e-18 7.714098e-16 [27,] 3.748717e-23 8.299494e-21 1.210019e-18 1.162414e-16 7.363025e-15 [28,] 1.009263e-21 1.559734e-19 1.588148e-17 1.066132e-15 4.722248e-14 [29,] 1.822872e-20 1.967296e-18 1.399663e-16 6.569656e-15 2.036245e-13 [30,] 2.209522e-19 1.666056e-17 8.287071e-16 2.721585e-14 5.908752e-13 [31,] 1.798105e-18 9.478251e-17 3.298606e-15 7.591806e-14 1.161625e-12 [32,] 9.830591e-18 3.628560e-16 8.904423e-15 1.505690e-13 2.115675e-12 [33,] 3.654947e-17 1.010854e-15 2.514850e-14 8.905388e-13 3.729290e-11 [34,] 1.654773e-16 1.110080e-14 7.946801e-13 4.182584e-11 1.475862e-09 [35,] 8.998402e-15 7.699993e-13 4.387755e-11 1.650547e-09 4.101939e-08 [36,] 6.905295e-13 4.189331e-11 1.676206e-09 4.433659e-08 7.780975e-07 [37,] 3.630823e-11 1.545295e-09 4.351853e-08 8.141510e-07 1.017534e-05 [38,] 1.293397e-09 3.879766e-08 7.741300e-07 1.033501e-05 9.307346e-05 [39,] 3.142295e-08 6.690559e-07 9.546756e-06 9.204007e-05 6.060287e-04 [40,] 5.257235e-07 8.022116e-06 8.283664e-05 5.848384e-04 2.859420e-03 [41,] 6.133567e-06 6.786449e-05 5.138485e-04 2.693731e-03 9.913176e-03 [42,] 5.061826e-05 4.110739e-04 2.310053e-03 9.093086e-03 2.544398e-02 [43,] 2.994362e-04 1.803246e-03 7.588537e-03 2.260914e-02 4.851197e-02 [44,] 1.281195e-03 5.760933e-03 1.826728e-02 4.150079e-02 6.906088e-02 [45,] 3.977878e-03 1.341782e-02 3.227334e-02 5.656449e-02 7.440491e-02 [46,] 8.958570e-03 2.281007e-02 4.212604e-02 5.814291e-02 6.220220e-02 [47,] 1.464977e-02 2.851921e-02 4.134879e-02 4.633509e-02 4.157580e-02 [48,] 1.754727e-02 2.675023e-02 3.146245e-02 2.954544e-02 2.256816e-02 [49,] 1.573810e-02 1.946203e-02 1.918865e-02 1.529371e-02 9.806040e-03 [50,] 1.096181e-02 1.137868e-02 9.504975e-03 6.312477e-03 3.298236e-03 [,6] [,7] [,8] [,9] [,10] [1,] 3.863198e-91 1.277218e-85 2.768929e-80 3.936381e-75 3.669954e-70 [2,] 5.793580e-86 1.332187e-80 2.008788e-75 1.986409e-70 1.288285e-65 [3,] 5.810689e-81 9.293199e-76 9.747185e-71 6.704850e-66 3.025125e-61 [4,] 3.897709e-76 4.335991e-71 3.163538e-66 1.513869e-61 4.752134e-57 [5,] 1.748683e-71 1.353183e-66 6.868176e-62 2.286634e-57 4.994392e-53 [6,] 5.247541e-67 2.824858e-62 9.975048e-58 2.310729e-53 3.512095e-49 [7,] 1.053334e-62 3.944891e-58 9.692267e-54 1.562366e-49 1.652657e-45 [8,] 1.414388e-58 3.685557e-54 6.300993e-50 7.068713e-46 5.204529e-42 [9,] 1.270566e-54 2.303776e-50 2.741013e-46 2.140295e-42 1.097038e-38 [10,] 7.636387e-51 9.635798e-47 7.979574e-43 4.337485e-39 1.547987e-35 [11,] 3.071017e-47 2.697079e-43 1.554784e-39 5.884330e-36 1.462483e-32 [12,] 8.264678e-44 5.052559e-40 2.027887e-36 5.344670e-33 9.252779e-30 [13,] 1.488582e-40 6.335812e-37 1.770805e-33 3.250794e-30 3.921043e-27 [14,] 1.794659e-37 5.319051e-34 1.035448e-30 1.324312e-27 1.113211e-24 [15,] 1.448509e-34 2.990089e-31 4.055122e-28 3.614279e-25 2.117924e-22 [16,] 7.828258e-32 1.125737e-28 1.063881e-25 6.609838e-23 2.700967e-20 [17,] 2.833336e-29 2.839147e-26 1.870262e-23 8.102447e-21 2.309593e-18 [18,] 6.869284e-27 4.797769e-24 2.203671e-21 6.659253e-19 1.324647e-16 [19,] 1.115860e-24 5.433853e-22 1.740824e-19 3.670800e-17 5.097654e-15 [20,] 1.214798e-22 4.125885e-20 9.222811e-18 1.357605e-15 1.316784e-13 [21,] 8.865815e-21 2.100894e-18 3.278114e-16 3.370012e-14 2.284136e-12 [22,] 4.338998e-19 7.176604e-17 7.819924e-15 5.617212e-13 2.661991e-11 [23,] 1.424493e-17 1.645210e-15 1.252501e-13 6.289963e-12 2.085541e-10 [24,] 3.138282e-16 2.532156e-14 1.347586e-12 4.734333e-11 1.099193e-09 [25,] 4.641522e-15 2.617743e-13 9.744845e-12 2.396938e-10 3.901253e-09 [26,] 4.610650e-14 1.818707e-12 4.739454e-11 8.170679e-10 9.338806e-09 [27,] 3.077664e-13 8.497305e-12 1.551728e-10 1.878102e-09 1.512313e-08 [28,] 1.381391e-12 2.672213e-11 3.425123e-10 2.919705e-09 1.669632e-08 [29,] 4.172770e-12 5.664617e-11 5.113641e-10 3.101054e-09 1.311301e-08 [30,] 8.499129e-12 8.146901e-11 5.329130e-10 2.664595e-09 1.475610e-08 [31,] 1.213156e-11 9.924236e-11 9.628267e-10 1.291299e-08 1.550952e-07 [32,] 3.905832e-11 9.357030e-10 1.843357e-08 2.500123e-07 2.266959e-06 [33,] 1.203639e-09 2.631204e-08 3.820211e-07 3.687631e-06 2.382287e-05 [34,] 3.446088e-08 5.329248e-07 5.482568e-06 3.779474e-05 1.765789e-04 [35,] 6.756269e-07 7.412474e-06 5.458120e-05 2.728268e-04 9.416918e-04 [36,] 9.108896e-06 7.168849e-05 3.836370e-04 1.419044e-03 3.713019e-03 [37,] 8.564083e-05 4.909015e-04 1.946607e-03 5.454218e-03 1.110072e-02 [38,] 5.716948e-04 2.430770e-03 7.293466e-03 1.582383e-02 2.556651e-02 [39,] 2.763168e-03 8.877215e-03 2.053164e-02 3.508117e-02 4.564781e-02 [40,] 9.833723e-03 2.424209e-02 4.383086e-02 5.974753e-02 6.351286e-02 [41,] 2.604073e-02 4.984068e-02 7.129459e-02 7.868829e-02 6.986986e-02 [42,] 5.156079e-02 7.749834e-02 8.907824e-02 8.145346e-02 6.230880e-02 [43,] 7.669317e-02 9.203168e-02 8.705976e-02 6.799180e-02 4.596402e-02 [44,] 8.669465e-02 8.517527e-02 6.833826e-02 4.667382e-02 2.806858e-02 [45,] 7.617393e-02 6.313924e-02 4.390157e-02 2.628507e-02 1.424986e-02 [46,] 5.352837e-02 3.816296e-02 2.295875e-02 1.206110e-02 6.405269e-03 [47,] 3.059197e-02 1.865385e-02 9.619723e-03 4.708822e-03 2.863675e-03 [48,] 1.406032e-02 7.205369e-03 3.305188e-03 1.766248e-03 1.301742e-03 [49,] 5.049398e-03 2.211038e-03 1.040400e-03 6.884976e-04 5.332487e-04 [50,] 1.404007e-03 5.891334e-04 3.410011e-04 2.537697e-04 1.748174e-04 [,11] [,12] [,13] [,14] [,15] [1,] 2.244080e-65 9.000632e-61 2.368211e-56 4.088131e-52 4.630838e-48 [2,] 5.480320e-61 1.529321e-56 2.799966e-52 3.363730e-48 2.652073e-44 [3,] 8.953425e-57 1.738528e-52 2.215089e-48 1.852164e-44 1.016572e-40 [4,] 9.786496e-53 1.322413e-48 1.172699e-44 6.825869e-41 2.608455e-37 [5,] 7.157483e-49 6.731334e-45 4.155207e-41 1.683908e-37 4.481178e-34 [6,] 3.502964e-45 2.293180e-41 9.855337e-38 2.781197e-34 5.155194e-31 [7,] 1.147370e-41 5.229210e-38 1.564912e-34 3.075912e-31 3.972176e-28 [8,] 2.515479e-38 7.982900e-35 1.663883e-31 2.278404e-28 2.050402e-25 [9,] 3.691945e-35 8.159974e-32 1.184833e-28 1.130576e-25 7.092286e-23 [10,] 3.628104e-32 5.586030e-29 5.651802e-26 3.759120e-23 1.644325e-20 [11,] 2.387683e-29 2.561516e-26 1.806410e-23 8.377351e-21 2.556069e-18 [12,] 1.052535e-26 7.869956e-24 3.869539e-21 1.251665e-18 2.664906e-16 [13,] 3.108573e-24 1.620474e-21 5.557016e-19 1.254208e-16 1.864103e-14 [14,] 6.152623e-22 2.236811e-19 5.351799e-17 8.431452e-15 8.751954e-13 [15,] 8.163128e-20 2.070472e-17 3.457667e-15 3.804104e-13 2.759144e-11 [16,] 7.262438e-18 1.285609e-15 1.499183e-13 1.152398e-11 5.843706e-10 [17,] 4.333939e-16 5.356831e-14 4.364086e-12 2.345082e-10 8.319416e-09 [18,] 1.735458e-14 1.498449e-12 8.532953e-11 3.207425e-09 7.966836e-08 [19,] 4.664990e-13 2.815193e-11 1.121255e-09 2.950434e-08 5.136357e-07 [20,] 8.421388e-12 3.554104e-10 9.907980e-09 1.826901e-07 2.232255e-06 [21,] 1.021486e-10 3.017007e-09 5.892443e-08 7.623619e-07 6.552404e-06 [22,] 8.330223e-10 1.723402e-08 2.361175e-07 2.147993e-06 1.303600e-05 [23,] 4.570690e-09 6.631785e-08 6.386376e-07 4.100080e-06 1.770800e-05 [24,] 1.689114e-08 1.722055e-07 1.169737e-06 5.340735e-06 1.673658e-05 [25,] 4.211113e-08 3.026965e-07 1.461424e-06 4.841959e-06 1.173059e-05 [26,] 7.104451e-08 3.628001e-07 1.271772e-06 3.289163e-06 7.970274e-06 [27,] 8.170742e-08 3.033219e-07 8.416807e-07 2.331725e-06 9.608715e-06 [28,] 6.577176e-08 1.980265e-07 6.488307e-07 3.301108e-06 1.863916e-05 [29,] 4.537347e-08 1.987771e-07 1.272825e-06 7.789044e-06 3.709804e-05 [30,] 1.167744e-07 9.111536e-07 5.395504e-06 2.354101e-05 8.108305e-05 [31,] 1.322015e-06 7.682728e-06 3.087075e-05 9.032488e-05 2.152343e-04 [32,] 1.377069e-05 5.674810e-05 1.628652e-04 3.437783e-04 5.899268e-04 [33,] 1.041891e-04 3.145599e-04 6.780834e-04 1.104419e-03 1.471849e-03 [34,] 5.691845e-04 1.301678e-03 2.202851e-03 2.920118e-03 3.223942e-03 [35,] 2.301810e-03 4.129507e-03 5.694641e-03 6.355367e-03 6.035350e-03 [36,] 7.091229e-03 1.028100e-02 1.182771e-02 1.131711e-02 9.501436e-03 [37,] 1.697630e-02 2.027507e-02 1.974516e-02 1.653201e-02 1.266548e-02 [38,] 3.182585e-02 3.175391e-02 2.671314e-02 2.017892e-02 1.452672e-02 [39,] 4.690759e-02 3.992533e-02 2.993259e-02 2.098825e-02 1.474150e-02 [40,] 5.505126e-02 4.125100e-02 2.835006e-02 1.900211e-02 1.412724e-02 [41,] 5.270900e-02 3.575070e-02 2.303064e-02 1.585569e-02 1.356297e-02 [42,] 4.202521e-02 2.622453e-02 1.678923e-02 1.316128e-02 1.254329e-02 [43,] 2.802696e-02 1.680031e-02 1.197400e-02 1.075844e-02 1.009058e-02 [44,] 1.590666e-02 1.025573e-02 8.569582e-03 7.825862e-03 6.551954e-03 [45,] 8.311894e-03 6.351668e-03 5.619005e-03 4.624980e-03 3.395617e-03 [46,] 4.398632e-03 3.729970e-03 3.033422e-03 2.154093e-03 1.496231e-03 [47,] 2.289386e-03 1.841750e-03 1.281864e-03 8.289045e-04 6.094089e-04 [48,] 1.032297e-03 7.117059e-04 4.353662e-04 2.915482e-04 2.239896e-04 [49,] 3.668480e-04 2.160015e-04 1.317242e-04 9.589064e-05 6.591574e-05 [50,] 1.007069e-04 5.639321e-05 3.809551e-05 2.637174e-05 1.409251e-05 [,16] [,17] [,18] [,19] [,20] [1,] 3.442745e-44 1.680134e-40 5.383749e-37 1.133025e-33 1.566552e-30 [2,] 1.372575e-40 4.664095e-37 1.040879e-33 1.526020e-30 1.470281e-27 [3,] 3.663261e-37 8.669150e-34 1.347714e-30 1.376807e-27 9.246366e-25 [4,] 6.545995e-34 1.079086e-30 1.168889e-27 8.323088e-25 3.897418e-22 [5,] 7.833215e-31 8.997001e-28 6.792494e-25 3.372176e-22 1.101405e-19 [6,] 6.278438e-28 5.025777e-25 2.645332e-22 9.159624e-20 2.087484e-17 [7,] 3.371386e-25 1.881407e-22 6.906362e-20 1.668492e-17 2.654359e-15 [8,] 1.213163e-22 4.721255e-20 1.209126e-17 2.038923e-15 2.265301e-13 [9,] 2.926209e-20 7.944427e-18 1.420029e-15 1.672149e-13 1.298114e-11 [10,] 4.732578e-18 8.966925e-16 1.119150e-13 9.207266e-12 4.997289e-10 [11,] 5.133817e-16 6.791413e-14 5.921407e-12 3.405459e-10 1.293124e-08 [12,] 3.736708e-14 3.452929e-12 2.104302e-10 8.465422e-09 2.250766e-07 [13,] 1.825646e-12 1.179023e-10 5.025376e-09 1.415261e-07 2.637461e-06 [14,] 5.989816e-11 2.705123e-09 8.070132e-08 1.592573e-06 2.083131e-05 [15,] 1.320373e-09 4.172973e-08 8.721400e-07 1.207580e-05 1.110839e-04 [16,] 1.956682e-08 4.331354e-07 6.349467e-06 6.179737e-05 4.009720e-04 [17,] 1.950723e-07 3.027953e-06 3.118720e-05 2.139533e-04 9.840280e-04 [18,] 1.309569e-06 1.427670e-05 1.035859e-04 5.032372e-04 1.655444e-03 [19,] 5.927789e-06 4.549910e-05 2.335803e-04 8.106109e-04 1.942557e-03 [20,] 1.812932e-05 9.838371e-05 3.603902e-04 9.099332e-04 1.655971e-03 [21,] 3.759891e-05 1.454457e-04 3.872134e-04 7.432767e-04 1.143399e-03 [22,] 5.327460e-05 1.496543e-04 3.035114e-04 5.015304e-04 8.616462e-04 [23,] 5.252262e-05 1.127544e-04 2.016467e-04 4.000042e-04 1.029283e-03 [24,] 3.811684e-05 7.447451e-05 1.735833e-04 5.325322e-04 1.578241e-03 [25,] 2.533812e-05 7.053582e-05 2.564740e-04 8.542709e-04 2.211959e-03 [26,] 2.686185e-05 1.146635e-04 4.264890e-04 1.222645e-03 2.825303e-03 [27,] 4.757885e-05 1.965375e-04 6.251041e-04 1.628445e-03 3.723938e-03 [28,] 8.466677e-05 2.980247e-04 8.739703e-04 2.241846e-03 4.763425e-03 [29,] 1.393091e-04 4.469860e-04 1.258867e-03 2.886958e-03 4.911657e-03 [30,] 2.472457e-04 6.966326e-04 1.651708e-03 2.938681e-03 3.702416e-03 [31,] 4.796084e-04 1.007399e-03 1.748887e-03 2.254768e-03 2.145097e-03 [32,] 9.203904e-04 1.321764e-03 1.596310e-03 1.542881e-03 1.443317e-03 [33,] 1.722680e-03 1.800089e-03 1.662285e-03 1.499768e-03 1.887312e-03 [34,] 3.111251e-03 2.720296e-03 2.295571e-03 2.253648e-03 3.160664e-03 [35,] 5.128894e-03 4.131248e-03 3.474707e-03 3.660355e-03 4.939225e-03 [36,] 7.430816e-03 5.786478e-03 5.094037e-03 5.700288e-03 7.224661e-03 [37,] 9.425537e-03 7.489769e-03 7.286587e-03 8.475484e-03 1.012814e-02 [38,] 1.077702e-02 9.459740e-03 1.015477e-02 1.163833e-02 1.303074e-02 [39,] 1.187238e-02 1.183606e-02 1.296528e-02 1.387651e-02 1.474398e-02 [40,] 1.308070e-02 1.370658e-02 1.407533e-02 1.394671e-02 1.467019e-02 [41,] 1.358511e-02 1.347033e-02 1.257154e-02 1.211588e-02 1.262177e-02 [42,] 1.207717e-02 1.074556e-02 9.514915e-03 9.285585e-03 8.764173e-03 [43,] 8.663081e-03 7.109420e-03 6.409915e-03 5.970094e-03 4.549117e-03 [44,] 5.047981e-03 4.168705e-03 3.762897e-03 2.951434e-03 1.680585e-03 [45,] 2.564288e-03 2.199916e-03 1.757915e-03 1.051615e-03 4.317820e-04 [46,] 1.197309e-03 9.615133e-04 6.020607e-04 2.612739e-04 7.673941e-05 [47,] 4.835056e-04 3.151096e-04 1.445349e-04 4.468700e-05 9.580302e-06 [48,] 1.507335e-04 7.297239e-05 2.385535e-05 5.273258e-06 8.898172e-07 [49,] 3.359216e-05 1.162891e-05 2.693439e-06 4.408005e-07 6.949644e-08 [50,] 5.165994e-06 1.262907e-06 2.100148e-07 2.819502e-08 5.093047e-09 [,21] [,22] [,23] [,24] [,25] [1,] 1.423495e-27 8.504391e-25 3.342036e-22 8.643576e-20 1.472216e-17 [2,] 9.313052e-25 3.879953e-22 1.063730e-19 1.920309e-17 2.284390e-15 [3,] 4.083972e-22 1.186920e-19 2.271130e-17 2.863164e-15 2.380199e-13 [4,] 1.200776e-19 2.435443e-17 3.253965e-15 2.866256e-13 1.666235e-11 [5,] 2.367957e-17 3.353197e-15 3.129902e-13 1.927520e-11 7.841758e-10 [6,] 3.133125e-15 3.099173e-13 2.022124e-11 8.712772e-10 2.483006e-08 [7,] 2.782583e-13 1.923713e-11 8.779843e-10 2.649084e-08 5.294749e-07 [8,] 1.659510e-11 8.023689e-10 2.563643e-08 5.422529e-07 7.613072e-06 [9,] 6.649615e-10 2.250207e-08 5.038249e-07 7.481291e-06 7.393714e-05 [10,] 1.791260e-08 4.246405e-07 6.671394e-06 6.967876e-05 4.861905e-04 [11,] 3.246262e-07 5.397627e-06 5.960706e-05 4.390827e-04 2.172526e-03 [12,] 3.961642e-06 4.627546e-05 3.601005e-04 1.878369e-03 6.634831e-03 [13,] 3.259707e-05 2.681032e-04 1.475582e-03 5.484814e-03 1.398383e-02 [14,] 1.811645e-04 1.052775e-03 4.122378e-03 1.103502e-02 2.070163e-02 [15,] 6.819566e-04 2.815560e-03 7.923630e-03 1.556754e-02 2.225025e-02 [16,] 1.746759e-03 5.173763e-03 1.066259e-02 1.593461e-02 1.846587e-02 [17,] 3.070415e-03 6.646687e-03 1.040751e-02 1.266045e-02 1.328683e-02 [18,] 3.768609e-03 6.194098e-03 7.940131e-03 8.969308e-03 1.037041e-02 [19,] 3.356986e-03 4.552423e-03 5.596796e-03 7.406784e-03 1.094713e-02 [20,] 2.385857e-03 3.231903e-03 4.974282e-03 8.543921e-03 1.336514e-02 [21,] 1.730632e-03 3.138302e-03 6.245051e-03 1.083754e-02 1.480610e-02 [22,] 1.857495e-03 4.255589e-03 8.171917e-03 1.225915e-02 1.529934e-02 [23,] 2.693301e-03 5.713946e-03 9.467912e-03 1.327681e-02 1.701393e-02 [24,] 3.697653e-03 6.807711e-03 1.077579e-02 1.545888e-02 1.867890e-02 [25,] 4.550794e-03 8.149458e-03 1.301747e-02 1.697809e-02 1.645603e-02 [26,] 5.724085e-03 1.012019e-02 1.418339e-02 1.452016e-02 1.086426e-02 [27,] 7.242566e-03 1.086770e-02 1.174112e-02 9.212128e-03 6.772802e-03 [28,] 7.628413e-03 8.692628e-03 7.156394e-03 5.520216e-03 7.084107e-03 [29,] 5.898228e-03 5.099902e-03 4.139536e-03 5.678376e-03 1.021471e-02 [30,] 3.364766e-03 2.885237e-03 4.241310e-03 8.218475e-03 1.245794e-02 [31,] 1.944499e-03 3.018925e-03 6.237748e-03 1.016759e-02 1.153196e-02 [32,] 2.189279e-03 4.591024e-03 7.943024e-03 9.757086e-03 8.699936e-03 [33,] 3.510832e-03 6.161758e-03 8.138706e-03 8.124595e-03 7.582894e-03 [34,] 5.105283e-03 7.038308e-03 7.827163e-03 8.317055e-03 1.078249e-02 [35,] 6.706433e-03 8.033693e-03 9.281526e-03 1.228107e-02 1.707271e-02 [36,] 8.833157e-03 1.048051e-02 1.356931e-02 1.844765e-02 2.121964e-02 [37,] 1.180393e-02 1.449356e-02 1.891496e-02 2.182972e-02 1.881328e-02 [38,] 1.491634e-02 1.835898e-02 2.108339e-02 1.867023e-02 1.168706e-02 [39,] 1.686113e-02 1.903926e-02 1.730925e-02 1.123240e-02 5.174242e-03 [40,] 1.604542e-02 1.490945e-02 1.008124e-02 4.753935e-03 1.759102e-03 [41,] 1.189005e-02 8.388608e-03 4.113674e-03 1.467093e-03 5.387315e-04 [42,] 6.440483e-03 3.311636e-03 1.189867e-03 3.672159e-04 1.659803e-04 [43,] 2.461087e-03 9.143122e-04 2.583060e-04 8.727609e-05 4.585943e-05 [44,] 6.543302e-04 1.809203e-04 4.798951e-05 2.004417e-05 9.594411e-06 [45,] 1.217257e-04 2.780795e-05 8.625330e-06 3.800828e-06 1.397525e-06 [46,] 1.648665e-05 3.827562e-06 1.409107e-06 5.220907e-07 1.378306e-07 [47,] 1.802910e-06 5.041800e-07 1.786864e-07 4.919660e-08 9.141075e-09 [48,] 1.822465e-07 5.670632e-08 1.597735e-08 3.126343e-09 4.089631e-10 [49,] 1.709031e-08 4.739064e-09 9.716805e-10 1.335898e-10 1.257121e-11 [50,] 1.294958e-09 2.745713e-10 3.977008e-11 3.864736e-12 2.815448e-13 [,26] [,27] [,28] [,29] [,30] [1,] 1.652713e-15 1.224154e-13 5.991576e-12 1.942156e-10 4.183762e-09 [2,] 1.792443e-13 9.288947e-12 3.185366e-10 7.249040e-09 1.099737e-07 [3,] 1.306311e-11 4.740867e-10 1.140533e-08 1.825732e-07 1.956149e-06 [4,] 6.401730e-10 1.628940e-08 2.753858e-07 3.108562e-06 2.360951e-05 [5,] 2.111337e-08 3.772311e-07 4.491418e-06 3.586901e-05 1.940565e-04 [6,] 4.691183e-07 5.896850e-06 4.959161e-05 2.814377e-04 1.091746e-03 [7,] 7.031790e-06 6.234880e-05 3.718474e-04 1.508748e-03 4.235170e-03 [8,] 7.123873e-05 4.471705e-04 1.901920e-03 5.565275e-03 1.146022e-02 [9,] 4.890764e-04 2.184575e-03 6.680550e-03 1.428310e-02 2.205528e-02 [10,] 2.284210e-03 7.316200e-03 1.628893e-02 2.598458e-02 3.120132e-02 [11,] 7.301737e-03 1.697250e-02 2.807579e-02 3.458976e-02 3.412984e-02 [12,] 1.613677e-02 2.776704e-02 3.529782e-02 3.541266e-02 3.064861e-02 [13,] 2.509654e-02 3.306395e-02 3.405690e-02 2.976735e-02 2.399233e-02 [14,] 2.836643e-02 3.022278e-02 2.713082e-02 2.236344e-02 1.823986e-02 [15,] 2.466495e-02 2.305979e-02 1.997990e-02 1.754139e-02 1.589359e-02 [16,] 1.819390e-02 1.698657e-02 1.654926e-02 1.664850e-02 1.533608e-02 [17,] 1.366720e-02 1.511423e-02 1.700136e-02 1.679565e-02 1.363475e-02 [18,] 1.320896e-02 1.662734e-02 1.770079e-02 1.518453e-02 1.132952e-02 [19,] 1.538668e-02 1.771925e-02 1.638460e-02 1.326964e-02 1.027930e-02 [20,] 1.672182e-02 1.690815e-02 1.523031e-02 1.283728e-02 9.505443e-03 [21,] 1.655738e-02 1.675767e-02 1.554510e-02 1.199767e-02 7.456898e-03 [22,] 1.743990e-02 1.777457e-02 1.450421e-02 9.133484e-03 5.591474e-03 [23,] 1.894037e-02 1.638665e-02 1.069208e-02 6.641273e-03 6.476766e-03 [24,] 1.711844e-02 1.166800e-02 7.506375e-03 7.663065e-03 9.918402e-03 [25,] 1.174715e-02 7.884712e-03 8.485261e-03 1.164005e-02 1.256798e-02 [26,] 7.626737e-03 8.678116e-03 1.267138e-02 1.453268e-02 1.153167e-02 [27,] 8.169320e-03 1.274107e-02 1.559165e-02 1.318746e-02 7.656965e-03 [28,] 1.184447e-02 1.552169e-02 1.405195e-02 8.763443e-03 4.250844e-03 [29,] 1.438079e-02 1.398623e-02 9.421511e-03 5.083415e-03 3.698357e-03 [30,] 1.306276e-02 9.569191e-03 5.815385e-03 4.889192e-03 5.955032e-03 [31,] 9.268890e-03 6.436754e-03 6.221078e-03 8.005962e-03 8.665441e-03 [32,] 6.994155e-03 7.672363e-03 1.029331e-02 1.133157e-02 9.135135e-03 [33,] 9.212510e-03 1.270447e-02 1.417740e-02 1.145799e-02 7.460116e-03 [34,] 1.505406e-02 1.699720e-02 1.383338e-02 8.614639e-03 5.904068e-03 [35,] 1.947862e-02 1.606131e-02 9.740303e-03 5.772128e-03 5.148763e-03 [36,] 1.784190e-02 1.074897e-02 5.627849e-03 4.189497e-03 4.055455e-03 [37,] 1.146988e-02 5.517328e-03 3.306454e-03 2.956907e-03 2.361900e-03 [38,] 5.398824e-03 2.612194e-03 2.007154e-03 1.619645e-03 9.449513e-04 [39,] 2.116022e-03 1.297249e-03 1.015254e-03 6.189214e-04 2.552803e-04 [40,] 8.261886e-04 5.866063e-04 3.685937e-04 1.600829e-04 4.674997e-05 [41,] 3.176342e-04 2.000445e-04 9.127019e-05 2.790664e-05 5.967222e-06 [42,] 9.948137e-05 4.728867e-05 1.522205e-05 3.315200e-06 5.767409e-07 [43,] 2.229155e-05 7.555803e-06 1.713344e-06 2.797482e-07 4.939148e-08 [44,] 3.408222e-06 8.121871e-07 1.325670e-07 1.870874e-08 4.114386e-09 [45,] 3.509037e-07 5.912309e-08 7.482270e-09 1.165287e-09 2.980283e-10 [46,] 2.432120e-08 2.997363e-09 3.530415e-10 6.936992e-11 1.612863e-11 [47,] 1.148139e-09 1.148756e-10 1.604713e-11 3.395385e-12 6.050346e-13 [48,] 3.846441e-11 3.892666e-12 6.700766e-13 1.201464e-13 1.533767e-14 [49,] 1.019263e-12 1.283258e-13 2.185201e-14 2.912402e-15 2.607541e-16 [50,] 2.511189e-14 3.686671e-15 5.028460e-16 4.753728e-17 2.966568e-18 [,31] [,32] [,33] [,34] [,35] [1,] 6.022008e-08 5.840164e-07 3.862772e-06 1.771006e-05 5.741208e-05 [2,] 1.120026e-06 7.738533e-06 3.680919e-05 1.228310e-04 2.946863e-04 [3,] 1.415493e-05 7.008305e-05 2.416199e-04 5.935328e-04 1.078331e-03 [4,] 1.220349e-04 4.362197e-04 1.101759e-03 2.031046e-03 2.926353e-03 [5,] 7.215575e-04 1.881129e-03 3.539979e-03 5.080924e-03 6.283557e-03 [6,] 2.948548e-03 5.693424e-03 8.229130e-03 9.818973e-03 1.135302e-02 [7,] 8.428653e-03 1.237425e-02 1.450027e-02 1.563901e-02 1.726766e-02 [8,] 1.720744e-02 2.010247e-02 2.060812e-02 2.104260e-02 2.089864e-02 [9,] 2.599948e-02 2.585216e-02 2.461204e-02 2.307881e-02 1.950201e-02 [10,] 3.066179e-02 2.767567e-02 2.442681e-02 2.005350e-02 1.536260e-02 [11,] 2.983638e-02 2.499934e-02 1.991138e-02 1.506722e-02 1.313486e-02 [12,] 2.485630e-02 1.941504e-02 1.473126e-02 1.234305e-02 1.337746e-02 [13,] 1.883083e-02 1.470799e-02 1.208365e-02 1.176631e-02 1.329266e-02 [14,] 1.513705e-02 1.258611e-02 1.096554e-02 1.091770e-02 1.178385e-02 [15,] 1.377903e-02 1.113894e-02 9.468592e-03 9.364520e-03 1.002234e-02 [16,] 1.214411e-02 9.130296e-03 7.874719e-03 8.032377e-03 8.558925e-03 [17,] 9.832257e-03 7.542049e-03 6.827963e-03 6.876440e-03 7.173047e-03 [18,] 8.397115e-03 6.657747e-03 5.792425e-03 5.642439e-03 6.288645e-03 [19,] 7.598517e-03 5.528479e-03 4.647885e-03 5.018411e-03 6.025580e-03 [20,] 6.136585e-03 4.343936e-03 4.399040e-03 5.259449e-03 5.433597e-03 [21,] 4.720073e-03 4.524755e-03 5.340446e-03 5.333451e-03 3.946612e-03 [22,] 5.305500e-03 6.309885e-03 6.150195e-03 4.344823e-03 2.177001e-03 [23,] 7.971072e-03 7.853462e-03 5.475632e-03 2.664392e-03 9.399848e-04 [24,] 1.015568e-02 7.256743e-03 3.573167e-03 1.276776e-03 4.941592e-04 [25,] 9.411682e-03 4.831860e-03 1.816365e-03 7.600449e-04 7.348386e-04 [26,] 6.269884e-03 2.535399e-03 1.199175e-03 1.109361e-03 1.446964e-03 [27,] 3.374215e-03 1.834989e-03 1.787132e-03 1.933919e-03 2.309647e-03 [28,] 2.672443e-03 2.815282e-03 2.901470e-03 2.720809e-03 3.171609e-03 [29,] 4.210176e-03 4.369688e-03 3.687697e-03 3.472308e-03 4.246459e-03 [30,] 6.312845e-03 5.144280e-03 4.203853e-03 4.696730e-03 5.315586e-03 [31,] 6.995032e-03 5.196099e-03 5.259322e-03 6.020584e-03 5.321190e-03 [32,] 6.309076e-03 5.704338e-03 6.472696e-03 5.977118e-03 3.875480e-03 [33,] 5.914891e-03 6.468943e-03 6.205540e-03 4.183558e-03 2.052795e-03 [34,] 5.982067e-03 5.896817e-03 4.164887e-03 2.040045e-03 8.714510e-04 [35,] 5.114642e-03 3.788263e-03 1.912892e-03 7.301426e-04 3.465726e-04 [36,] 3.136505e-03 1.656468e-03 6.142139e-04 2.196712e-04 1.315219e-04 [37,] 1.311345e-03 4.948649e-04 1.496750e-04 6.380048e-05 4.086963e-05 [38,] 3.710753e-04 1.051652e-04 3.239306e-05 1.696002e-05 9.161416e-06 [39,] 7.225707e-05 1.774973e-05 6.818269e-06 3.508101e-06 1.405792e-06 [40,] 1.027772e-05 2.794936e-06 1.245217e-06 5.112179e-07 1.452185e-07 [41,] 1.224826e-06 4.201380e-07 1.696552e-07 5.059935e-08 1.004943e-08 [42,] 1.407394e-07 5.181603e-08 1.601384e-08 3.363763e-09 4.652384e-10 [43,] 1.482827e-08 4.614846e-09 1.021274e-09 1.497049e-10 1.440287e-11 [44,] 1.217870e-09 2.814537e-10 4.367804e-11 4.456335e-12 2.981363e-13 [45,] 7.052468e-11 1.155712e-11 1.250053e-12 8.870348e-14 4.126318e-15 [46,] 2.774563e-12 3.179236e-13 2.392596e-14 1.180557e-15 3.818410e-17 [47,] 7.331952e-14 5.850767e-15 3.062055e-16 1.050534e-17 2.362524e-19 [48,] 1.297145e-15 7.200261e-17 2.620244e-18 6.250451e-20 9.773438e-22 [49,] 1.534931e-17 5.924799e-19 1.499143e-20 2.486468e-22 2.703263e-24 [50,] 1.214539e-19 3.259729e-21 5.734854e-23 6.613511e-25 4.999274e-27 [,36] [,37] [,38] [,39] [,40] [1,] 1.351218e-04 2.441033e-04 3.891001e-04 6.526874e-04 1.095147e-03 [2,] 5.314927e-04 8.053332e-04 1.233103e-03 1.969029e-03 2.710430e-03 [3,] 1.580671e-03 2.220961e-03 3.310335e-03 4.521108e-03 4.815498e-03 [4,] 3.823211e-03 5.245515e-03 6.977190e-03 7.536099e-03 6.442139e-03 [5,] 7.894908e-03 1.002666e-02 1.085739e-02 9.387755e-03 7.756486e-03 [6,] 1.352350e-02 1.446782e-02 1.259760e-02 1.027612e-02 1.045655e-02 [7,] 1.794649e-02 1.562569e-02 1.257605e-02 1.257593e-02 1.504811e-02 [8,] 1.802191e-02 1.428813e-02 1.395808e-02 1.693214e-02 1.944647e-02 [9,] 1.520128e-02 1.439849e-02 1.757790e-02 2.065592e-02 2.129799e-02 [10,] 1.399569e-02 1.692711e-02 2.038408e-02 2.119755e-02 2.020317e-02 [11,] 1.531997e-02 1.871547e-02 1.991080e-02 1.896827e-02 1.742274e-02 [12,] 1.611974e-02 1.761062e-02 1.717915e-02 1.597342e-02 1.472222e-02 [13,] 1.471550e-02 1.493707e-02 1.435162e-02 1.367727e-02 1.309336e-02 [14,] 1.244740e-02 1.252443e-02 1.237236e-02 1.246138e-02 1.177833e-02 [15,] 1.053546e-02 1.077925e-02 1.131462e-02 1.144264e-02 9.380089e-03 [16,] 8.978051e-03 9.745238e-03 1.045738e-02 9.250103e-03 5.902149e-03 [17,] 7.969144e-03 9.002412e-03 8.527953e-03 5.852165e-03 2.743031e-03 [18,] 7.395334e-03 7.412842e-03 5.415215e-03 2.706424e-03 9.314230e-04 [19,] 6.246424e-03 4.762457e-03 2.501736e-03 9.082376e-04 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2.752985e-04 [34,] 5.841859e-04 5.223004e-04 3.629063e-04 1.692010e-04 5.185958e-05 [35,] 2.689136e-04 1.915275e-04 9.430901e-05 3.064448e-05 6.532381e-06 [36,] 9.223583e-05 4.769291e-05 1.641795e-05 3.711729e-06 5.501739e-07 [37,] 2.190620e-05 7.976003e-06 1.912023e-06 3.006087e-07 3.098164e-08 [38,] 3.514667e-06 8.929777e-07 1.489047e-07 1.627831e-08 1.166499e-09 [39,] 3.781418e-07 6.686903e-08 7.753828e-09 5.893769e-10 2.936556e-11 [40,] 2.722460e-08 3.348321e-09 2.699621e-10 1.426761e-11 4.942720e-13 [41,] 1.310822e-09 1.121021e-10 6.284393e-12 2.309306e-13 5.562445e-15 [42,] 4.220175e-11 2.509461e-12 9.781391e-14 2.499128e-15 4.185452e-17 [43,] 9.084409e-13 3.755942e-14 1.017908e-15 1.808281e-17 2.105664e-19 [44,] 1.307491e-14 3.758641e-16 7.082557e-18 8.748162e-20 7.082868e-22 [45,] 1.258224e-16 2.514896e-18 3.294949e-20 2.829731e-22 1.592968e-24 [46,] 8.095575e-19 1.125069e-20 1.024890e-22 6.119881e-25 2.395378e-27 [47,] 3.482659e-21 3.365206e-23 2.131469e-25 8.849407e-28 2.408322e-30 [48,] 1.001732e-23 6.730107e-26 2.963869e-28 8.555861e-31 1.618951e-33 [49,] 1.926469e-26 8.999151e-29 2.755547e-31 5.530724e-34 7.276477e-37 [50,] 2.477138e-29 8.045619e-32 1.712913e-34 2.390447e-37 2.186693e-40 [,41] [,42] [,43] [,44] [,45] [1,] 1.495872e-03 1.515911e-03 1.246738e-03 1.094980e-03 1.185433e-03 [2,] 2.823576e-03 2.349882e-03 2.027242e-03 2.159014e-03 2.607382e-03 [3,] 4.061713e-03 3.448983e-03 3.630421e-03 4.262124e-03 5.543430e-03 [4,] 5.393097e-03 5.620191e-03 6.530997e-03 7.937389e-03 1.057855e-02 [5,] 7.997394e-03 9.321208e-03 1.082563e-02 1.332577e-02 1.617619e-02 [6,] 1.232622e-02 1.399824e-02 1.601832e-02 1.849731e-02 1.841273e-02 [7,] 1.705254e-02 1.843208e-02 2.005545e-02 1.980736e-02 1.552450e-02 [8,] 2.029287e-02 2.081403e-02 2.017229e-02 1.639943e-02 1.045590e-02 [9,] 2.083638e-02 1.970483e-02 1.656525e-02 1.154951e-02 6.462166e-03 [10,] 1.870480e-02 1.622052e-02 1.238857e-02 7.877086e-03 3.905589e-03 [11,] 1.556903e-02 1.296679e-02 9.294441e-03 5.204514e-03 2.115361e-03 [12,] 1.323249e-02 1.055136e-02 6.592741e-03 2.967972e-03 9.255797e-04 [13,] 1.144339e-02 7.893045e-03 3.908902e-03 1.334416e-03 3.182696e-04 [14,] 8.889039e-03 4.815136e-03 1.791603e-03 4.640143e-04 1.608375e-04 [15,] 5.529175e-03 2.232582e-03 6.251381e-04 2.311322e-04 4.882191e-04 [16,] 2.574509e-03 7.760151e-04 3.040456e-04 6.732787e-04 1.776205e-03 [17,] 8.860416e-04 3.659822e-04 8.476611e-04 2.368644e-03 4.459688e-03 [18,] 4.034303e-04 9.749630e-04 2.884976e-03 5.759041e-03 7.543476e-03 [19,] 1.025525e-03 3.211287e-03 6.795745e-03 9.438040e-03 8.597225e-03 [20,] 3.269272e-03 7.331531e-03 1.079527e-02 1.042756e-02 6.641369e-03 [21,] 7.236503e-03 1.129465e-02 1.156914e-02 7.821787e-03 3.688312e-03 [22,] 1.081976e-02 1.175243e-02 8.436651e-03 4.262998e-03 2.254952e-03 [23,] 1.095471e-02 8.353671e-03 4.527114e-03 2.676500e-03 3.008907e-03 [24,] 7.638448e-03 4.443273e-03 2.921600e-03 3.636994e-03 4.721052e-03 [25,] 4.089101e-03 2.953062e-03 4.003258e-03 5.537134e-03 5.365202e-03 [26,] 2.809918e-03 4.024805e-03 5.893142e-03 6.054572e-03 4.109111e-03 [27,] 3.723522e-03 5.697112e-03 6.195617e-03 4.458983e-03 2.105827e-03 [28,] 5.014487e-03 5.750629e-03 4.386850e-03 2.197372e-03 7.216191e-04 [29,] 4.844748e-03 3.913224e-03 2.078708e-03 7.240844e-04 1.653377e-04 [30,] 3.165671e-03 1.782801e-03 6.586794e-04 1.595350e-04 2.532854e-05 [31,] 1.386294e-03 5.432070e-04 1.395540e-04 2.350163e-05 2.594311e-06 [32,] 4.061347e-04 1.106705e-04 1.976915e-05 2.314805e-06 1.776675e-07 [33,] 7.956571e-05 1.507578e-05 1.872442e-06 1.524419e-07 8.135187e-09 [34,] 1.042254e-05 1.373104e-06 1.185774e-07 6.712243e-09 2.490578e-10 [35,] 9.128527e-07 8.361835e-08 5.020765e-09 1.976082e-10 5.098084e-12 [36,] 5.345678e-08 3.404659e-09 1.421384e-10 3.889700e-12 6.977301e-14 [37,] 2.093041e-09 9.268685e-11 2.690452e-12 5.119165e-14 6.384691e-16 [38,] 5.479332e-11 1.687087e-12 3.404976e-14 4.504611e-16 3.906317e-18 [39,] 9.590718e-13 2.053196e-14 2.881220e-16 2.650264e-18 1.597971e-20 [40,] 1.122402e-14 1.670694e-16 1.630093e-18 1.042545e-20 4.370627e-23 [41,] 8.782483e-17 9.089402e-19 6.166236e-21 2.742027e-23 7.992636e-26 [42,] 4.594767e-19 3.306367e-21 1.559572e-23 4.821993e-26 9.772699e-29 [43,] 1.607236e-21 8.041489e-24 2.637304e-26 5.669576e-29 7.989284e-32 [44,] 3.758972e-24 1.307661e-26 2.981867e-29 4.457055e-32 4.366913e-35 [45,] 5.878093e-27 1.421779e-29 2.254212e-32 2.342740e-35 1.595954e-38 [46,] 6.145722e-30 1.033565e-32 1.139383e-35 8.233197e-39 3.899725e-42 [47,] 4.296183e-33 5.023624e-36 3.850511e-39 1.934578e-42 6.371198e-46 [48,] 2.008036e-36 1.632583e-39 8.700539e-43 3.039370e-46 6.959660e-50 [49,] 6.275210e-40 3.547329e-43 1.314443e-46 3.192629e-50 5.083024e-54 [50,] 1.311187e-43 5.153559e-47 1.327752e-50 2.242298e-54 2.482199e-58 [,46] [,47] [,48] [,49] [,50] [1,] 1.505443e-03 2.342487e-03 3.734270e-03 4.692394e-03 4.132285e-03 [2,] 3.693430e-03 5.643302e-03 7.198994e-03 6.600403e-03 4.134246e-03 [3,] 7.964355e-03 1.016734e-02 9.647525e-03 6.348798e-03 2.838867e-03 [4,] 1.328740e-02 1.294683e-02 8.933692e-03 4.246417e-03 1.388291e-03 [5,] 1.602545e-02 1.156867e-02 5.865291e-03 2.085896e-03 5.286290e-04 [6,] 1.387001e-02 7.538498e-03 2.950104e-03 8.443801e-04 1.792452e-04 [7,] 9.105436e-03 3.972567e-03 1.300548e-03 3.189869e-04 5.751938e-05 [8,] 5.147072e-03 1.940930e-03 5.481635e-04 1.122865e-04 1.654054e-05 [9,] 2.804844e-03 9.040468e-04 2.081424e-04 3.412968e-05 7.251410e-06 [10,] 1.420950e-03 3.643608e-04 6.608471e-05 1.591837e-05 2.449079e-05 [11,] 5.998413e-04 1.197291e-04 3.221105e-05 5.369024e-05 1.059098e-04 [12,] 2.023982e-04 5.996620e-05 1.071756e-04 2.242120e-04 3.148991e-04 [13,] 1.025418e-04 1.948953e-04 4.322324e-04 6.437539e-04 6.289642e-04 [14,] 3.230207e-04 7.592172e-04 1.199065e-03 1.242331e-03 8.439279e-04 [15,] 1.215820e-03 2.036124e-03 2.237044e-03 1.611533e-03 7.628121e-04 [16,] 3.154069e-03 3.674551e-03 2.807092e-03 1.409759e-03 4.768178e-04 [17,] 5.509192e-03 4.462927e-03 2.378190e-03 8.581254e-04 2.620848e-04 [18,] 6.480031e-03 3.664179e-03 1.411727e-03 4.789438e-04 2.829277e-04 [19,] 5.159063e-03 2.124234e-03 8.031022e-04 5.475144e-04 4.920163e-04 [20,] 2.925090e-03 1.235429e-03 9.654717e-04 9.400647e-04 6.739137e-04 [21,] 1.742994e-03 1.550074e-03 1.629242e-03 1.241521e-03 6.272372e-04 [22,] 2.264440e-03 2.561060e-03 2.073613e-03 1.111441e-03 3.909004e-04 [23,] 3.651205e-03 3.139948e-03 1.785438e-03 6.660908e-04 1.629037e-04 [24,] 4.310618e-03 2.600201e-03 1.028970e-03 2.669336e-04 4.539151e-05 [25,] 3.432999e-03 1.441032e-03 3.965309e-04 7.152389e-05 8.456533e-06 [26,] 1.829560e-03 5.340136e-04 1.021713e-04 1.281365e-05 1.053377e-06 [27,] 6.519723e-04 1.323148e-04 1.760172e-05 1.534859e-06 8.773008e-08 [28,] 1.553421e-04 2.191990e-05 2.027471e-06 1.229242e-07 4.885252e-09 [29,] 2.474706e-05 2.427965e-06 1.561450e-07 6.582338e-09 1.818859e-10 [30,] 2.635916e-06 1.798125e-07 8.040347e-09 2.356657e-10 4.527773e-12 [31,] 1.877210e-07 8.903702e-09 2.768183e-10 5.641386e-12 7.536046e-14 [32,] 8.938573e-09 2.947783e-10 6.372196e-12 9.029206e-14 8.386421e-16 [33,] 2.845753e-10 6.525202e-12 9.807472e-14 9.662443e-16 6.239984e-18 [34,] 6.057580e-12 9.657514e-14 1.009248e-15 6.913486e-18 3.104295e-20 [35,] 8.621354e-14 9.556768e-16 6.944053e-18 3.307361e-20 1.032564e-22 [36,] 8.203995e-16 6.323106e-18 3.194492e-20 1.057889e-22 2.296385e-25 [37,] 5.219719e-18 2.797187e-20 9.825671e-23 2.262401e-25 3.414631e-28 [38,] 2.220466e-20 8.273477e-23 2.020683e-25 3.235005e-28 3.394834e-31 [39,] 6.315604e-23 1.636169e-25 2.778483e-28 3.092816e-31 2.256665e-34 [40,] 1.201045e-25 2.163426e-28 2.554413e-31 1.977000e-34 1.002973e-37 [41,] 1.527126e-28 1.912613e-31 1.570165e-34 8.449488e-38 2.980452e-41 [42,] 1.298282e-31 1.130552e-34 6.453251e-38 2.414533e-41 5.921809e-45 [43,] 7.379579e-35 4.468098e-38 1.773290e-41 4.613216e-45 7.866732e-49 [44,] 2.804579e-38 1.180669e-41 3.258026e-45 5.893153e-49 6.987272e-53 [45,] 7.126608e-42 2.085993e-45 4.002294e-49 5.033519e-53 4.149552e-57 [46,] 1.210782e-45 2.464139e-49 3.287234e-53 2.874503e-57 1.647637e-61 [47,] 1.375379e-49 1.946216e-53 1.805202e-57 1.097557e-61 4.374165e-66 [48,] 1.044621e-53 1.027773e-57 6.628288e-62 2.802027e-66 7.764437e-71 [49,] 5.304718e-58 3.628857e-62 1.627209e-66 4.782816e-71 9.214901e-76 [50,] 1.801135e-62 8.566897e-67 2.670956e-71 5.458540e-76 7.312283e-81 > 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 49188 -4182 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/76jts1257346082.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] 1.344495 1.403904 1.463312 1.522720 1.582129 1.641537 1.700945 1.760354 [9] 1.819762 1.879170 1.938579 1.997987 2.057395 2.116804 2.176212 2.235621 [17] 2.295029 2.354437 2.413846 2.473254 2.532662 2.592071 2.651479 2.710887 [25] 2.770296 2.829704 2.889113 2.948521 3.007929 3.067338 3.126746 3.186154 [33] 3.245563 3.304971 3.364379 3.423788 3.483196 3.542605 3.602013 3.661421 [41] 3.720830 3.780238 3.839646 3.899055 3.958463 4.017871 4.077280 4.136688 [49] 4.196096 4.255505 $yords [1] 9069.167 9320.303 9571.439 9822.575 10073.711 10324.848 10575.984 [8] 10827.120 11078.256 11329.392 11580.528 11831.664 12082.800 12333.936 [15] 12585.072 12836.208 13087.344 13338.480 13589.616 13840.752 14091.888 [22] 14343.024 14594.160 14845.296 15096.432 15347.568 15598.704 15849.840 [29] 16100.976 16352.112 16603.248 16854.384 17105.520 17356.656 17607.792 [36] 17858.928 18110.064 18361.200 18612.336 18863.472 19114.608 19365.744 [43] 19616.880 19868.016 20119.152 20370.289 20621.425 20872.561 21123.697 [50] 21374.833 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.055470e-03 1.337853e-03 1.491702e-03 1.462114e-03 1.259206e-03 [2,] 1.489346e-03 2.023842e-03 2.426011e-03 2.561859e-03 2.380793e-03 [3,] 1.867919e-03 2.691715e-03 3.439947e-03 3.888884e-03 3.881356e-03 [4,] 2.167182e-03 3.251886e-03 4.364314e-03 5.218764e-03 5.541664e-03 [5,] 2.453796e-03 3.748506e-03 5.170676e-03 6.415713e-03 7.131477e-03 [6,] 2.831356e-03 4.338805e-03 6.033196e-03 7.601919e-03 8.657116e-03 [7,] 3.343914e-03 5.153570e-03 7.192757e-03 9.101561e-03 1.044453e-02 [8,] 3.926345e-03 6.163534e-03 8.725234e-03 1.115433e-02 1.289648e-02 [9,] 4.440471e-03 7.170862e-03 1.042425e-02 1.364438e-02 1.609232e-02 [10,] 4.759876e-03 7.923023e-03 1.189436e-02 1.608489e-02 1.958267e-02 [11,] 4.844783e-03 8.260645e-03 1.277418e-02 1.786663e-02 2.255712e-02 [12,] 4.763109e-03 8.209664e-03 1.294412e-02 1.859810e-02 2.426974e-02 [13,] 4.635401e-03 7.953461e-03 1.258947e-02 1.832979e-02 2.445960e-02 [14,] 4.532392e-03 7.682268e-03 1.204833e-02 1.749411e-02 2.349011e-02 [15,] 4.411392e-03 7.430709e-03 1.153145e-02 1.655436e-02 2.205140e-02 [16,] 4.154781e-03 7.055618e-03 1.095643e-02 1.563367e-02 2.060939e-02 [17,] 3.673620e-03 6.376667e-03 1.005820e-02 1.447144e-02 1.908615e-02 [18,] 2.981447e-03 5.340801e-03 8.658162e-03 1.273814e-02 1.706924e-02 [19,] 2.187727e-03 4.070943e-03 6.834411e-03 1.037984e-02 1.430417e-02 [20,] 1.435228e-03 2.789560e-03 4.876253e-03 7.690602e-03 1.097959e-02 [21,] 8.335575e-04 1.701608e-03 3.112795e-03 5.121775e-03 7.610334e-03 [22,] 4.246484e-04 9.155670e-04 1.762125e-03 3.039255e-03 4.719132e-03 [23,] 1.881704e-04 4.307651e-04 8.769892e-04 1.593790e-03 2.597728e-03 [24,] 7.200604e-05 1.758258e-04 3.805712e-04 7.325734e-04 1.259652e-03 [25,] 2.365630e-05 6.184589e-05 1.429378e-04 2.928420e-04 5.338917e-04 [26,] 6.642399e-06 1.864657e-05 4.617810e-05 1.011048e-04 1.963387e-04 [27,] 1.588676e-06 4.799130e-06 1.276933e-05 2.997613e-05 6.224554e-05 [28,] 3.228524e-07 1.051173e-06 3.011053e-06 7.597793e-06 1.692238e-05 [29,] 5.564868e-08 1.955081e-07 6.037861e-07 1.640682e-06 3.928880e-06 [30,] 8.125153e-09 3.082735e-08 1.027510e-07 3.010866e-07 7.765578e-07 [31,] 1.004012e-09 4.116146e-09 1.481831e-08 4.687003e-08 1.303701e-07 [32,] 1.049287e-10 4.650209e-10 1.809136e-09 6.181085e-09 1.855907e-08 [33,] 9.270360e-12 4.442506e-11 1.868456e-10 6.899088e-10 2.237618e-09 [34,] 6.921578e-13 3.587399e-12 1.631578e-11 6.513103e-11 2.282951e-10 [35,] 4.366314e-14 2.447918e-13 1.204154e-12 5.198099e-12 1.969789e-11 [36,] 2.326779e-15 1.411204e-14 7.509159e-14 3.506032e-13 1.436704e-12 [37,] 1.047310e-16 6.872195e-16 3.955995e-15 1.998018e-14 8.855348e-14 [38,] 3.981392e-18 2.826596e-17 1.760408e-16 9.618710e-16 4.611427e-15 [39,] 1.278230e-19 9.818904e-19 6.616431e-18 3.911260e-17 2.028565e-16 [40,] 3.465617e-21 2.880525e-20 2.100194e-19 1.343269e-18 7.537353e-18 [41,] 7.934716e-23 7.136224e-22 5.629818e-21 3.896046e-20 2.365298e-19 [42,] 1.534100e-24 1.492942e-23 1.274428e-22 9.542945e-22 6.268538e-21 [43,] 2.504627e-26 2.637477e-25 2.436202e-24 1.973904e-23 1.402955e-22 [44,] 3.452940e-28 3.934546e-27 3.932566e-26 3.447786e-25 2.651556e-24 [45,] 4.019696e-30 4.956339e-29 5.360461e-28 5.085369e-27 4.231867e-26 [46,] 3.951343e-32 5.272013e-31 6.169925e-30 6.333729e-29 5.703260e-28 [47,] 3.279839e-34 4.735321e-33 5.996760e-32 6.661284e-31 6.490520e-30 [48,] 2.298846e-36 3.591475e-35 4.921587e-34 5.915752e-33 6.237255e-32 [49,] 1.360534e-38 2.300061e-37 3.410655e-36 4.436172e-35 5.061315e-34 [50,] 6.799279e-41 1.243827e-39 1.995840e-38 2.809102e-37 3.468465e-36 [,6] [,7] [,8] [,9] [,10] [1,] 9.525248e-04 6.327167e-04 3.689975e-04 1.889460e-04 8.509691e-05 [2,] 1.945648e-03 1.397467e-03 8.818209e-04 4.887416e-04 2.380008e-04 [3,] 3.414778e-03 2.645211e-03 1.802629e-03 1.080047e-03 5.688096e-04 [4,] 5.211161e-03 4.330077e-03 3.173861e-03 2.049605e-03 1.165220e-03 [5,] 7.073695e-03 6.239155e-03 4.879141e-03 3.375173e-03 2.062002e-03 [6,] 8.879579e-03 8.171317e-03 6.720411e-03 4.922735e-03 3.203084e-03 [7,] 1.086024e-02 1.021149e-02 8.657026e-03 6.595218e-03 4.501458e-03 [8,] 1.350137e-02 1.280586e-02 1.100113e-02 8.550472e-03 6.004694e-03 [9,] 1.712027e-02 1.645036e-02 1.429412e-02 1.124534e-02 8.021820e-03 [10,] 2.146263e-02 2.118537e-02 1.885047e-02 1.514296e-02 1.101333e-02 [11,] 2.567349e-02 2.632268e-02 2.430914e-02 2.023644e-02 1.522253e-02 [12,] 2.868841e-02 3.065774e-02 2.958250e-02 2.576838e-02 2.029402e-02 [13,] 2.980684e-02 3.306516e-02 3.330703e-02 3.042254e-02 2.520736e-02 [14,] 2.909373e-02 3.312766e-02 3.456104e-02 3.294650e-02 2.866814e-02 [15,] 2.729211e-02 3.136567e-02 3.339861e-02 3.285324e-02 2.978464e-02 [16,] 2.523407e-02 2.881750e-02 3.076347e-02 3.069804e-02 2.859172e-02 [17,] 2.321986e-02 2.624623e-02 2.776216e-02 2.763823e-02 2.598187e-02 [18,] 2.093745e-02 2.367192e-02 2.488845e-02 2.458151e-02 2.302917e-02 [19,] 1.795449e-02 2.063805e-02 2.189453e-02 2.166748e-02 2.026576e-02 [20,] 1.424172e-02 1.686232e-02 1.834359e-02 1.850664e-02 1.753893e-02 [21,] 1.025672e-02 1.260254e-02 1.420855e-02 1.482545e-02 1.448149e-02 [22,] 6.631802e-03 8.487905e-03 9.968800e-03 1.084283e-02 1.104337e-02 [23,] 3.819959e-03 5.105730e-03 6.260089e-03 7.118198e-03 7.597854e-03 [24,] 1.946458e-03 2.724955e-03 3.493182e-03 4.154628e-03 4.651060e-03 [25,] 8.710538e-04 1.282147e-03 1.722273e-03 2.143206e-03 2.513723e-03 [26,] 3.398426e-04 5.282952e-04 7.460265e-04 9.725043e-04 1.193715e-03 [27,] 1.148047e-04 1.893352e-04 2.821981e-04 3.862907e-04 4.961812e-04 [28,] 3.338091e-05 5.864842e-05 9.265236e-05 1.336288e-04 1.798440e-04 [29,] 8.313366e-06 1.561614e-05 2.625378e-05 4.004844e-05 5.661520e-05 [30,] 1.766628e-06 3.558284e-06 6.388642e-06 1.034734e-05 1.541571e-05 [31,] 3.194172e-07 6.914165e-07 1.329644e-06 2.294722e-06 3.616119e-06 [32,] 4.903400e-08 1.142666e-07 2.359229e-07 4.351988e-07 7.280494e-07 [33,] 6.381061e-09 1.602963e-08 3.559884e-08 7.037262e-08 1.254014e-07 [34,] 7.031768e-10 1.906020e-09 4.559572e-09 9.679623e-09 1.842775e-08 [35,] 6.556374e-11 1.918995e-10 4.950288e-10 1.130478e-09 2.305090e-09 [36,] 5.169442e-12 1.634686e-11 4.551060e-11 1.119482e-10 2.449981e-10 [37,] 3.445313e-13 1.177532e-12 3.540353e-12 9.390159e-12 2.209419e-11 [38,] 1.940388e-14 7.169916e-14 2.329117e-13 6.666355e-13 1.688681e-12 [39,] 9.232798e-16 3.689233e-15 1.295310e-14 4.003243e-14 1.092945e-13 [40,] 3.711074e-17 1.603802e-16 6.087908e-16 2.032619e-15 5.986105e-15 [41,] 1.259900e-18 5.889644e-18 2.417558e-17 8.723206e-17 2.773080e-16 [42,] 3.612525e-20 1.826861e-19 8.110222e-19 3.163505e-18 1.086146e-17 [43,] 8.747844e-22 4.785943e-21 2.298197e-20 9.692991e-20 3.595921e-19 [44,] 1.788892e-23 1.058877e-22 5.500462e-22 2.508937e-21 1.006271e-20 [45,] 3.089243e-25 1.978456e-24 1.111862e-23 5.486270e-23 2.382455e-22 [46,] 4.504930e-27 3.121707e-26 1.898217e-25 1.014086e-24 4.801859e-24 [47,] 5.547497e-29 4.159695e-28 2.738141e-27 1.590430e-26 8.521387e-26 [48,] 5.768735e-31 4.681974e-30 3.344701e-29 2.160645e-28 1.551160e-27 [49,] 5.066328e-33 4.457402e-32 3.503697e-31 2.814848e-30 4.143079e-29 [50,] 3.761007e-35 3.617075e-34 3.359999e-33 4.815753e-32 1.720371e-30 [,11] [,12] [,13] [,14] [,15] [1,] 3.437708e-05 1.498288e-05 1.487833e-05 3.447371e-05 8.748124e-05 [2,] 1.023588e-04 4.103448e-05 2.289930e-05 3.629908e-05 9.219430e-05 [3,] 2.636825e-04 1.092885e-04 4.678149e-05 4.050572e-05 8.809200e-05 [4,] 5.832941e-04 2.584862e-04 1.063882e-04 5.721878e-05 8.197283e-05 [5,] 1.112004e-03 5.307997e-04 2.288393e-04 1.025773e-04 8.606534e-05 [6,] 1.849071e-03 9.491642e-04 4.394509e-04 1.970423e-04 1.180019e-04 [7,] 2.748449e-03 1.505508e-03 7.515557e-04 3.618706e-04 2.019274e-04 [8,] 3.810154e-03 2.196185e-03 1.174451e-03 6.196422e-04 3.703412e-04 [9,] 5.206478e-03 3.106086e-03 1.754145e-03 1.007991e-03 6.668537e-04 [10,] 7.295430e-03 4.466955e-03 2.624079e-03 1.605015e-03 1.149790e-03 [11,] 1.041306e-02 6.582253e-03 3.999721e-03 2.540376e-03 1.892052e-03 [12,] 1.452932e-02 9.596193e-03 6.061613e-03 3.951329e-03 2.964450e-03 [13,] 1.902497e-02 1.324167e-02 8.760458e-03 5.869767e-03 4.387050e-03 [14,] 2.282424e-02 1.678660e-02 1.168544e-02 8.098614e-03 6.055692e-03 [15,] 2.489513e-02 1.930765e-02 1.415331e-02 1.019820e-02 7.702167e-03 [16,] 2.483394e-02 2.018000e-02 1.553559e-02 1.166244e-02 8.969020e-03 [17,] 2.309352e-02 1.944355e-02 1.561957e-02 1.219979e-02 9.595969e-03 [18,] 2.061820e-02 1.772720e-02 1.470745e-02 1.189371e-02 9.574636e-03 [19,] 1.815858e-02 1.576224e-02 1.335037e-02 1.109093e-02 9.116955e-03 [20,] 1.585907e-02 1.389823e-02 1.194326e-02 1.011750e-02 8.461643e-03 [21,] 1.343479e-02 1.202593e-02 1.052772e-02 9.077223e-03 7.706896e-03 [22,] 1.066687e-02 9.900849e-03 8.931474e-03 7.882295e-03 6.807216e-03 [23,] 7.705198e-03 7.500911e-03 7.058702e-03 6.441112e-03 5.695678e-03 [24,] 4.965493e-03 5.099304e-03 5.050650e-03 4.814958e-03 4.401254e-03 [25,] 2.822645e-03 3.061642e-03 3.206543e-03 3.219382e-03 3.072101e-03 [26,] 1.406388e-03 1.608427e-03 1.783156e-03 1.894630e-03 1.903039e-03 [27,] 6.118290e-04 7.354110e-04 8.617165e-04 9.707756e-04 1.032251e-03 [28,] 2.317368e-04 2.917274e-04 3.601719e-04 4.299950e-04 4.855257e-04 [29,] 7.622074e-05 1.002014e-04 1.298518e-04 1.639176e-04 1.966971e-04 [30,] 2.171203e-05 2.975534e-05 4.032203e-05 5.363980e-05 6.833361e-05 [31,] 5.341265e-06 7.628553e-06 1.077623e-05 1.504847e-05 2.030404e-05 [32,] 1.131443e-06 1.685963e-06 2.477637e-06 3.617922e-06 5.153030e-06 [33,] 2.057830e-07 3.206569e-07 4.898823e-07 7.454722e-07 1.116589e-06 [34,] 3.204734e-08 5.238391e-08 8.325320e-08 1.316922e-07 2.066161e-07 [35,] 4.262906e-09 7.335786e-09 1.215132e-08 1.995281e-08 3.266926e-08 [36,] 4.832970e-10 8.788358e-10 1.521578e-09 2.593330e-09 4.417532e-09 [37,] 4.661451e-11 8.989463e-11 1.632441e-10 2.891326e-10 5.113173e-10 [38,] 3.819113e-12 7.836792e-12 1.498310e-11 2.764209e-11 5.072044e-11 [39,] 2.654598e-13 5.813297e-13 1.174662e-12 2.265093e-12 4.323678e-12 [40,] 1.563856e-14 3.664261e-14 7.855350e-14 1.591727e-13 3.205308e-13 [41,] 7.802094e-16 1.960452e-15 4.478470e-15 9.659431e-15 2.191899e-14 [42,] 3.294552e-17 8.899287e-17 2.185168e-16 5.274851e-16 1.737532e-15 [43,] 1.177302e-18 3.435658e-18 9.369775e-18 3.099783e-17 2.251635e-16 [44,] 3.565651e-20 1.146782e-19 4.010099e-19 2.804768e-18 4.124011e-17 [45,] 9.245915e-22 3.602229e-21 2.405907e-20 3.819011e-19 7.578309e-18 [46,] 2.166716e-23 1.417270e-22 2.312788e-21 5.462834e-20 1.228355e-18 [47,] 5.702096e-25 9.165080e-24 2.526509e-22 6.952408e-21 1.704446e-19 [48,] 2.390646e-26 7.475877e-25 2.508128e-23 7.569225e-22 2.009476e-20 [49,] 1.415550e-27 5.751847e-26 2.135973e-24 6.989718e-23 2.007451e-21 [50,] 8.375071e-29 3.822990e-27 1.542251e-25 5.461981e-24 1.696980e-22 [,16] [,17] [,18] [,19] [,20] [1,] 2.001146e-04 4.042944e-04 7.204346e-04 1.133081e-03 1.574654e-03 [2,] 2.253554e-04 4.901819e-04 9.418572e-04 1.598541e-03 2.398668e-03 [3,] 2.246701e-04 5.234194e-04 1.081541e-03 1.976877e-03 3.197613e-03 [4,] 2.028522e-04 4.992799e-04 1.103714e-03 2.165420e-03 3.765846e-03 [5,] 1.741230e-04 4.346676e-04 1.015467e-03 2.125456e-03 3.958016e-03 [6,] 1.596459e-04 3.614766e-04 8.608935e-04 1.894872e-03 3.750259e-03 [7,] 1.888516e-04 3.226847e-04 7.079041e-04 1.570705e-03 3.243206e-03 [8,] 3.037485e-04 3.754991e-04 6.429398e-04 1.288631e-03 2.631806e-03 [9,] 5.601138e-04 5.935194e-04 7.700383e-04 1.208914e-03 2.168436e-03 [10,] 1.019217e-03 1.054538e-03 1.196490e-03 1.492862e-03 2.114569e-03 [11,] 1.729764e-03 1.808759e-03 1.992822e-03 2.253034e-03 2.666718e-03 [12,] 2.707378e-03 2.841450e-03 3.138850e-03 3.485615e-03 3.867845e-03 [13,] 3.917007e-03 4.056733e-03 4.493256e-03 5.024571e-03 5.547664e-03 [14,] 5.253745e-03 5.293789e-03 5.820211e-03 6.564178e-03 7.342216e-03 [15,] 6.528080e-03 6.358846e-03 6.862881e-03 7.756115e-03 8.805584e-03 [16,] 7.496771e-03 7.062833e-03 7.419640e-03 8.329318e-03 9.563507e-03 [17,] 7.970786e-03 7.282988e-03 7.400269e-03 8.173329e-03 9.432677e-03 [18,] 7.935386e-03 7.038407e-03 6.865816e-03 7.369497e-03 8.468432e-03 [19,] 7.552849e-03 6.499495e-03 6.024478e-03 6.169907e-03 6.943513e-03 [20,] 7.020924e-03 5.877784e-03 5.137672e-03 4.904333e-03 5.254699e-03 [21,] 6.425538e-03 5.281523e-03 4.374839e-03 3.831140e-03 3.765428e-03 [22,] 5.727356e-03 4.679472e-03 3.742601e-03 3.030347e-03 2.661318e-03 [23,] 4.863267e-03 3.992039e-03 3.150137e-03 2.427357e-03 1.921685e-03 [24,] 3.843309e-03 3.196415e-03 2.527979e-03 1.910641e-03 1.416637e-03 [25,] 2.769894e-03 2.353904e-03 1.885023e-03 1.425473e-03 1.029124e-03 [26,] 1.789427e-03 1.568993e-03 1.283556e-03 9.825426e-04 7.078921e-04 [27,] 1.021198e-03 9.333258e-04 7.876622e-04 6.159954e-04 4.489451e-04 [28,] 5.086993e-04 4.891216e-04 4.302628e-04 3.471885e-04 2.585193e-04 [29,] 2.191677e-04 2.233109e-04 2.067161e-04 1.739166e-04 1.336566e-04 [30,] 8.113148e-05 8.803218e-05 8.641089e-05 7.653729e-05 6.135399e-05 [31,] 2.569080e-05 2.976948e-05 3.115393e-05 2.927949e-05 2.472356e-05 [32,] 6.939886e-06 8.597247e-06 9.624742e-06 9.653200e-06 8.656223e-06 [33,] 1.596868e-06 2.114343e-06 2.536676e-06 2.725675e-06 2.613076e-06 [34,] 3.128076e-07 4.420998e-07 5.687805e-07 6.566995e-07 6.784027e-07 [35,] 5.216951e-08 7.854475e-08 1.083866e-07 1.350891e-07 1.534246e-07 [36,] 7.412596e-09 1.186273e-08 1.759577e-08 2.407544e-08 3.239635e-08 [37,] 8.985676e-10 1.528350e-09 2.471908e-09 3.989678e-09 7.965434e-09 [38,] 9.329025e-11 1.707209e-10 3.233318e-10 7.758104e-10 2.951748e-09 [39,] 8.424964e-12 1.782814e-11 5.051527e-11 2.351929e-10 1.442540e-09 [40,] 7.112667e-13 2.264083e-12 1.278518e-11 9.621241e-11 7.188900e-10 [41,] 7.276225e-14 4.796367e-13 4.411347e-12 4.020038e-11 3.300271e-10 [42,] 1.248321e-14 1.383329e-13 1.538190e-12 1.538479e-11 1.358388e-10 [43,] 2.928580e-15 3.969321e-14 4.849885e-13 5.226801e-12 4.952934e-11 [44,] 6.788490e-16 1.015617e-14 1.340266e-13 1.554199e-12 1.583023e-11 [45,] 1.390028e-16 2.251838e-15 3.204565e-14 4.003674e-13 4.391410e-12 [46,] 2.446877e-17 4.281849e-16 6.576296e-15 8.864097e-14 1.048605e-12 [47,] 3.672360e-18 6.943488e-17 1.151915e-15 1.676798e-14 2.141789e-13 [48,] 4.681435e-19 9.568271e-18 1.715703e-16 2.699070e-15 3.725316e-14 [49,] 5.057801e-20 1.117884e-18 2.167470e-17 3.686703e-16 5.501256e-15 [50,] 4.624868e-21 1.105656e-19 2.318687e-18 4.265506e-17 6.883552e-16 [,21] [,22] [,23] [,24] [,25] [1,] 1.936457e-03 2.111234e-03 2.045293e-03 1.765345e-03 1.361684e-03 [2,] 3.186416e-03 3.753814e-03 3.930229e-03 3.666575e-03 3.056960e-03 [3,] 4.581829e-03 5.824671e-03 6.582190e-03 6.627945e-03 5.963769e-03 [4,] 5.807840e-03 7.952025e-03 9.681711e-03 1.050388e-02 1.018079e-02 [5,] 6.549451e-03 9.632945e-03 1.260658e-02 1.470383e-02 1.531783e-02 [6,] 6.626540e-03 1.043264e-02 1.463324e-02 1.830238e-02 2.044449e-02 [7,] 6.062556e-03 1.016098e-02 1.521820e-02 2.035236e-02 2.431836e-02 [8,] 5.078418e-03 8.953973e-03 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0.0020658761 0.0013571145 0.0008262638 [26,] 0.0034895094 0.0028772702 0.0022513226 0.0016824128 0.0012017828 [27,] 0.0039510285 0.0034024795 0.0028742087 0.0024045511 0.0019718675 [28,] 0.0052455367 0.0046718877 0.0041347147 0.0037041899 0.0033164356 [29,] 0.0070367176 0.0065154981 0.0059543889 0.0055338066 0.0052121836 [30,] 0.0086312611 0.0083876789 0.0079189385 0.0075415158 0.0073251444 [31,] 0.0093290444 0.0095955403 0.0094196559 0.0091807686 0.0091019262 [32,] 0.0088380566 0.0096759541 0.0099506729 0.0099673174 0.0100427118 [33,] 0.0074586166 0.0086828504 0.0093939097 0.0097263496 0.0099630385 [34,] 0.0058929217 0.0071722201 0.0081069017 0.0086830914 0.0090605183 [35,] 0.0048300062 0.0058879592 0.0067484348 0.0073605310 0.0077849578 [36,] 0.0046029265 0.0053647383 0.0059423664 0.0063451835 0.0066381856 [37,] 0.0051106119 0.0056978621 0.0059770914 0.0060271379 0.0059978668 [38,] 0.0059866008 0.0065916001 0.0067143436 0.0064400741 0.0059970623 [39,] 0.0068511821 0.0076078358 0.0077479688 0.0072993107 0.0065001580 [40,] 0.0074714674 0.0084177261 0.0086820811 0.0082184270 0.0072149094 [41,] 0.0077614176 0.0088890641 0.0093157259 0.0089399728 0.0078848699 [42,] 0.0076915574 0.0090007823 0.0096176535 0.0093973678 0.0084069425 [43,] 0.0072278295 0.0087212010 0.0095738990 0.0095879463 0.0087709568 [44,] 0.0063535074 0.0079847462 0.0090952824 0.0094253590 0.0089045843 [45,] 0.0051339195 0.0067769342 0.0080821038 0.0087473069 0.0086180382 [46,] 0.0037461499 0.0052260663 0.0065680608 0.0074746957 0.0077339352 [47,] 0.0024291398 0.0035973451 0.0047859559 0.0057520566 0.0062762083 [48,] 0.0013811533 0.0021787829 0.0030788259 0.0039195985 0.0045209839 [49,] 0.0006813730 0.0011482766 0.0017283520 0.0023365730 0.0028542627 [50,] 0.0002893661 0.0005222277 0.0008393903 0.0012079332 0.0015656983 [,41] [,42] [,43] [,44] [,45] [1,] 0.0010813487 9.538714e-04 7.380419e-04 5.008861e-04 2.981697e-04 [2,] 0.0017382194 1.659176e-03 1.389154e-03 1.020179e-03 6.571568e-04 [3,] 0.0023594982 2.436986e-03 2.207854e-03 1.754531e-03 1.222984e-03 [4,] 0.0027053745 3.022866e-03 2.963194e-03 2.548010e-03 1.921863e-03 [5,] 0.0026235191 3.168223e-03 3.359009e-03 3.124884e-03 2.550284e-03 [6,] 0.0021648745 2.812685e-03 3.219303e-03 3.237706e-03 2.858193e-03 [7,] 0.0015632449 2.139987e-03 2.621184e-03 2.839631e-03 2.707556e-03 [8,] 0.0011046589 1.469559e-03 1.853910e-03 2.127786e-03 2.176178e-03 [9,] 0.0010003433 1.089220e-03 1.249065e-03 1.420173e-03 1.510556e-03 [10,] 0.0013248815 1.150406e-03 1.029446e-03 9.839035e-04 9.765832e-04 [11,] 0.0019930981 1.638122e-03 1.252788e-03 9.404831e-04 7.373225e-04 [12,] 0.0027598288 2.369756e-03 1.813285e-03 1.257476e-03 8.200182e-04 [13,] 0.0032914003 3.033183e-03 2.465204e-03 1.771467e-03 1.136262e-03 [14,] 0.0033300301 3.312180e-03 2.900762e-03 2.233806e-03 1.514933e-03 [15,] 0.0028502032 3.061344e-03 2.897553e-03 2.409350e-03 1.759269e-03 [16,] 0.0020647469 2.391524e-03 2.446976e-03 2.200361e-03 1.736667e-03 [17,] 0.0012697021 1.579630e-03 1.745813e-03 1.697890e-03 1.449645e-03 [18,] 0.0006695921 8.841054e-04 1.052614e-03 1.106619e-03 1.022108e-03 [19,] 0.0003157053 4.231845e-04 5.373584e-04 6.093854e-04 6.086356e-04 [20,] 0.0001575439 1.811766e-04 2.344629e-04 2.840561e-04 3.061874e-04 [21,] 0.0001210499 8.467252e-05 9.206779e-05 1.132859e-04 1.304085e-04 [22,] 0.0001505799 6.613056e-05 4.151491e-05 4.129138e-05 4.769845e-05 [23,] 0.0002147404 8.648211e-05 3.558291e-05 1.948992e-05 1.675992e-05 [24,] 0.0003076552 1.369633e-04 5.704664e-05 2.346319e-05 1.099341e-05 [25,] 0.0004687894 2.487276e-04 1.234242e-04 5.717169e-05 2.481181e-05 [26,] 0.0008154874 5.195227e-04 3.064556e-04 1.652536e-04 8.066712e-05 [27,] 0.0015477535 1.133489e-03 7.591555e-04 4.588403e-04 2.482435e-04 [28,] 0.0028688009 2.317314e-03 1.706615e-03 1.129983e-03 6.676198e-04 [29,] 0.0048121053 4.187918e-03 3.338463e-03 2.397210e-03 1.537024e-03 [30,] 0.0070824607 6.550063e-03 5.602754e-03 4.340383e-03 3.011019e-03 [31,] 0.0090915931 8.834594e-03 8.048406e-03 6.697193e-03 5.014375e-03 [32,] 0.0102467822 1.033638e-02 9.938094e-03 8.831305e-03 7.112102e-03 [33,] 0.0102952447 1.063825e-02 1.066304e-02 1.002919e-02 8.636907e-03 [34,] 0.0094381343 9.864345e-03 1.014909e-02 9.967572e-03 9.086788e-03 [35,] 0.0081500213 8.536457e-03 8.872381e-03 8.935773e-03 8.484833e-03 [36,] 0.0069066881 7.198890e-03 7.471387e-03 7.580024e-03 7.342035e-03 [37,] 0.0060255273 6.159589e-03 6.337572e-03 6.415481e-03 6.236790e-03 [38,] 0.0056344750 5.488504e-03 5.520985e-03 5.561509e-03 5.416048e-03 [39,] 0.0056910161 5.140121e-03 4.912924e-03 4.866871e-03 4.764797e-03 [40,] 0.0060322608 5.039653e-03 4.439868e-03 4.192604e-03 4.079373e-03 [41,] 0.0064755681 5.115251e-03 4.112255e-03 3.556038e-03 3.314969e-03 [42,] 0.0069190126 5.322712e-03 3.977305e-03 3.077574e-03 2.603513e-03 [43,] 0.0073388044 5.646796e-03 4.067753e-03 2.864307e-03 2.115082e-03 [44,] 0.0076739855 6.036938e-03 4.356690e-03 2.936840e-03 1.934184e-03 [45,] 0.0077374886 6.327022e-03 4.709362e-03 3.201862e-03 2.020486e-03 [46,] 0.0072908130 6.260863e-03 4.887739e-03 3.461764e-03 2.227603e-03 [47,] 0.0062379141 5.652574e-03 4.662386e-03 3.488558e-03 2.359708e-03 [48,] 0.0047459337 4.544848e-03 3.968470e-03 3.149990e-03 2.262480e-03 [49,] 0.0031677575 3.206196e-03 2.962634e-03 2.494549e-03 1.905778e-03 [50,] 0.0018390486 1.967306e-03 1.921904e-03 1.714121e-03 1.391218e-03 [,46] [,47] [,48] [,49] [,50] [1,] 1.556877e-04 7.130365e-05 2.864412e-05 1.009312e-05 3.119480e-06 [2,] 3.713030e-04 1.840155e-04 7.999205e-05 3.050041e-05 1.020072e-05 [3,] 7.477361e-04 4.009985e-04 1.886269e-04 7.782713e-05 2.816598e-05 [4,] 1.271497e-03 7.378656e-04 3.755834e-04 1.676881e-04 6.566964e-05 [5,] 1.825727e-03 1.146464e-03 6.314747e-04 3.050840e-04 1.292856e-04 [6,] 2.213803e-03 1.504196e-03 8.965142e-04 4.686890e-04 2.149227e-04 [7,] 2.267594e-03 1.666733e-03 1.074814e-03 6.080056e-04 3.016927e-04 [8,] 1.965108e-03 1.560696e-03 1.088416e-03 6.660898e-04 3.576151e-04 [9,] 1.451396e-03 1.238693e-03 9.321226e-04 6.165610e-04 3.580332e-04 [10,] 9.446781e-04 8.451153e-04 6.790260e-04 4.833551e-04 3.030439e-04 [11,] 6.165207e-04 5.270540e-04 4.321577e-04 3.245293e-04 2.178489e-04 [12,] 5.337558e-04 3.670246e-04 2.675933e-04 1.961151e-04 1.358710e-04 [13,] 6.651869e-04 3.712192e-04 2.103593e-04 1.268996e-04 8.034856e-05 [14,] 9.094847e-04 4.893896e-04 2.425222e-04 1.163452e-04 5.760228e-05 [15,] 1.129063e-03 6.386188e-04 3.204858e-04 1.449226e-04 6.100370e-05 [16,] 1.202938e-03 7.316242e-04 3.912640e-04 1.846369e-04 7.753196e-05 [17,] 1.085953e-03 7.137458e-04 4.116926e-04 2.085551e-04 9.295722e-05 [18,] 8.284036e-04 5.890014e-04 3.673797e-04 2.010475e-04 9.656784e-05 [19,] 5.336978e-04 4.105806e-04 2.770769e-04 1.640206e-04 8.517719e-05 [20,] 2.903710e-04 2.416959e-04 1.764884e-04 1.130442e-04 6.351299e-05 [21,] 1.334716e-04 1.201544e-04 9.493020e-05 6.579434e-05 3.999933e-05 [22,] 5.198816e-05 5.047619e-05 4.312369e-05 3.233708e-05 2.127232e-05 [23,] 1.765370e-05 1.804567e-05 1.657437e-05 1.342735e-05 9.554127e-06 [24,] 7.094794e-06 6.071966e-06 5.553344e-06 4.751825e-06 3.633313e-06 [25,] 1.039156e-05 4.604006e-06 2.485856e-06 1.678018e-06 1.231329e-06 [26,] 3.545050e-05 1.405218e-05 5.120807e-06 1.822460e-06 7.164786e-07 [27,] 1.196517e-04 5.124845e-05 1.949358e-05 6.602001e-06 2.012871e-06 [28,] 3.505902e-04 1.632960e-04 6.738333e-05 2.461855e-05 7.963269e-06 [29,] 8.761313e-04 4.430013e-04 1.984516e-04 7.870036e-05 2.761303e-05 [30,] 1.859839e-03 1.019900e-03 4.957699e-04 2.134111e-04 8.129194e-05 [31,] 3.351660e-03 1.991874e-03 1.050203e-03 4.905907e-04 2.028562e-04 [32,] 5.134037e-03 3.302736e-03 1.887410e-03 9.563624e-04 4.291319e-04 [33,] 6.708758e-03 4.660799e-03 2.882564e-03 1.582723e-03 7.701283e-04 [34,] 7.541448e-03 5.630945e-03 3.756542e-03 2.229898e-03 1.174700e-03 [35,] 7.427462e-03 5.902786e-03 4.217578e-03 2.692749e-03 1.530077e-03 [36,] 6.643484e-03 5.522276e-03 4.166809e-03 2.830405e-03 1.720693e-03 [37,] 5.707970e-03 4.845786e-03 3.774271e-03 2.674041e-03 1.711320e-03 [38,] 4.970985e-03 4.237637e-03 3.328660e-03 2.396746e-03 1.574448e-03 [39,] 4.423507e-03 3.803142e-03 2.998081e-03 2.161143e-03 1.424232e-03 [40,] 3.857711e-03 3.399615e-03 2.734466e-03 1.993654e-03 1.317762e-03 [41,] 3.149655e-03 2.862629e-03 2.391563e-03 1.803847e-03 1.221820e-03 [42,] 2.377929e-03 2.189556e-03 1.904650e-03 1.508283e-03 1.070180e-03 [43,] 1.728467e-03 1.527436e-03 1.351462e-03 1.120974e-03 8.413866e-04 [44,] 1.341214e-03 1.037464e-03 8.725682e-04 7.350056e-04 5.791407e-04 [45,] 1.234918e-03 7.889115e-04 5.634022e-04 4.422727e-04 3.509827e-04 [46,] 1.318528e-03 7.446927e-04 4.315673e-04 2.776618e-04 1.990914e-04 [47,] 1.442235e-03 8.031819e-04 4.194668e-04 2.190147e-04 1.246298e-04 [48,] 1.463881e-03 8.515682e-04 4.475770e-04 2.170501e-04 1.023108e-04 [49,] 1.313891e-03 8.132957e-04 4.506923e-04 2.241202e-04 1.014617e-04 [50,] 1.022153e-03 6.758173e-04 3.999721e-04 2.111781e-04 9.953152e-05 > 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 8039 2747 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/154b31257346082.ps tmp/154b31257346082.png") > system("convert tmp/2m2c71257346082.ps tmp/2m2c71257346082.png") > system("convert tmp/3hyuu1257346082.ps tmp/3hyuu1257346082.png") > system("convert tmp/42pkn1257346082.ps tmp/42pkn1257346082.png") > system("convert tmp/577lz1257346082.ps tmp/577lz1257346082.png") > system("convert tmp/613sa1257346082.ps tmp/613sa1257346082.png") > system("convert tmp/76jts1257346082.ps tmp/76jts1257346082.png") > > > proc.time() user system elapsed 1.910 1.268 2.683