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Type 'q()' to quit R. > z <- c(501852,500983,492092,471353,503961,519240,427730,426894,458031,512057,604919,589011,526981,450468,472746,395490,476078,545870,415570,380319,383600,505737,495066,472665,480579,536266,561722,475908,523232,507509,399927,466682,421751,442511,546678,499944,495574,524944,568106,484506,512235,523179,462411,685872,635902,573599,668826,520868,555680,727941,516959,489975,559687,630947,473994,583802,553061,604700,708101,617053,819858,736520,567696,666627,701749,647394,610231,777555,901319,707164,782859,652556,676064,707665,561515,645794,623482,673401,544890,605125,607570,578585,647408,574998,507468,695738,562270,585810,516493,691302,549560,496171,561565,671145,578514,623296,587012) > y <- c(2319,2383,2513,2553,2341,2540,2371,2122,2301,2512,3145,2741,2548,1987,2281,2016,2434,2637,1831,1851,1839,2609,2417,2394,2372,2717,2998,2538,3007,2475,2175,2465,2279,2323,2746,2601,2486,2718,2646,2551,2712,2606,2365,3533,3509,2912,3599,2719,2869,4085,2686,2545,3071,3388,2652,3190,2884,3295,3818,3226,3953,3810,2877,3515,3708,3450,3360,4110,4384,3729,4263,3505,3674,3911,2951,3317,3417,3498,2768,2899,3171,3004,3481,3016,2595,3509,2833,3125,2556,3628,2876,2575,2903,3438,2926,3068,3015) > x <- c(1671,1385,1632,1313,1300,1431,1398,1198,1292,1434,1660,1837,1455,1315,1642,1069,1209,1586,1122,1063,1125,1414,1347,1403,1299,1547,1515,1247,1639,1296,1063,1282,1365,1268,1532,1455,1393,1515,1510,1225,1577,1417,1224,1693,1633,1639,1914,1586,1552,2081,1500,1437,1470,1849,1387,1592,1589,1798,1935,1887,2027,2080,1556,1682,1785,1869,1781,2082,2570,1862,1936,1504,1765,1607,1577,1493,1615,1700,1335,1523,1621,1539,1637,1523,1418,1819,1594,1359,1261,1722,1407,1380,1642,1681,1542,1704,1431) > par7 = 'totale oppervlakte van de bouwgronden' > par6 = 'aantal woningen' > par5 = 'aantal gebouwen' > 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$counts; y <- y/max(y) + rect(breaks[-nB], 0, breaks[-1], y, col='black', ...) + } > postscript(file="/var/www/html/rcomp/tmp/1iddb1226323740.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=-45, y=45, z=35),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/2i8k91226323740.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=45, z=25),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/3qtjf1226323740.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > cloud(z~x*y, screen = list(x=35, y=-25, z=90),xlab=par5,ylab=par6,zlab=par7) > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/4gdyr1226323740.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > pairs(d,diag.panel=panel.hist) > dev.off() null device 1 > x <- as.vector(x) > y <- as.vector(y) > z <- as.vector(z) > postscript(file="/var/www/html/rcomp/tmp/5ga6j1226323740.ps",horizontal=F,pagecentre=F,paper="special",width=8.3333333333333,height=5.5555555555556) > op <- KernSur(x,y, xgridsize=par1, ygridsize=par2, correlation=cor(x,y), xbandwidth=dpik(x), ybandwidth=dpik(y)) > image(op$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 -44.074 1.912 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/629l01226323740.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] 1539.404 1603.408 1667.412 1731.416 1795.420 1859.424 1923.428 1987.432 [9] 2051.436 2115.439 2179.443 2243.447 2307.451 2371.455 2435.459 2499.463 [17] 2563.467 2627.471 2691.475 2755.479 2819.482 2883.486 2947.490 3011.494 [25] 3075.498 3139.502 3203.506 3267.510 3331.514 3395.518 3459.521 3523.525 [33] 3587.529 3651.533 3715.537 3779.541 3843.545 3907.549 3971.553 4035.557 [41] 4099.561 4163.564 4227.568 4291.572 4355.576 4419.580 4483.584 4547.588 [49] 4611.592 4675.596 $yords [1] 322769.2 335750.8 348732.4 361714.1 374695.7 387677.3 400658.9 413640.6 [9] 426622.2 439603.8 452585.4 465567.1 478548.7 491530.3 504511.9 517493.6 [17] 530475.2 543456.8 556438.4 569420.1 582401.7 595383.3 608364.9 621346.6 [25] 634328.2 647309.8 660291.4 673273.1 686254.7 699236.3 712217.9 725199.6 [33] 738181.2 751162.8 764144.4 777126.1 790107.7 803089.3 816070.9 829052.6 [41] 842034.2 855015.8 867997.4 880979.1 893960.7 906942.3 919923.9 932905.6 [49] 945887.2 958868.8 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.249378e-07 5.995153e-08 4.373932e-08 8.428341e-08 2.887600e-08 [2,] 1.042392e-07 2.014110e-07 8.814068e-08 7.483679e-08 1.364059e-07 [3,] 5.067685e-08 1.739666e-07 2.913768e-07 1.169734e-07 1.164478e-07 [4,] 2.907193e-08 9.221684e-08 2.638430e-07 3.800182e-07 1.415556e-07 [5,] 4.084713e-08 5.728366e-08 1.533612e-07 3.668713e-07 4.507972e-07 [6,] 2.019995e-08 8.171328e-08 1.035129e-07 2.357037e-07 4.740490e-07 [7,] 2.929206e-09 4.168080e-08 1.481993e-07 1.732340e-07 3.401378e-07 [8,] 1.432683e-10 6.617600e-09 7.810806e-08 2.448270e-07 2.718275e-07 [9,] 2.305832e-12 3.617963e-10 1.363227e-08 1.333019e-07 3.708139e-07 [10,] 4.650025e-14 7.301064e-12 8.458902e-10 2.569471e-08 2.079369e-07 [11,] 1.082731e-15 2.352444e-13 2.245494e-11 1.843825e-09 4.452391e-08 [12,] 5.011288e-18 5.879685e-15 1.093889e-12 6.736135e-11 3.768778e-09 [13,] 3.808488e-21 2.712150e-17 2.850718e-14 4.622266e-12 1.965058e-10 [14,] 4.717662e-25 2.048422e-20 1.309087e-16 1.233484e-13 1.762236e-11 [15,] 9.522283e-30 2.521412e-24 9.825491e-20 5.635115e-16 4.761827e-13 [16,] 3.131792e-35 5.057186e-29 1.201796e-23 4.202999e-19 2.163288e-15 [17,] 1.678366e-41 1.652782e-34 2.395246e-28 5.108463e-23 1.603381e-18 [18,] 1.465603e-48 8.801535e-41 7.778682e-34 1.011717e-27 1.936503e-22 [19,] 2.085360e-56 7.637239e-48 4.116209e-40 3.264856e-33 3.810976e-27 [20,] 4.834885e-65 1.079828e-55 3.549186e-47 1.716756e-39 1.222064e-32 [21,] 1.826540e-74 2.487773e-64 4.986525e-55 1.470926e-46 6.385418e-39 [22,] 1.124367e-84 9.339057e-74 1.141573e-63 2.053571e-54 5.436525e-46 [23,] 1.127784e-95 5.712604e-84 4.258413e-73 4.671615e-63 7.542094e-54 [24,] 1.843254e-107 5.693846e-95 2.588403e-83 1.731665e-72 1.704911e-62 [25,] 4.909127e-120 9.247672e-107 2.563702e-94 1.045946e-82 6.279968e-72 [26,] 2.131279e-133 2.448153e-119 4.138594e-106 1.029629e-93 3.769824e-82 [27,] 1.512497e-147 1.058703e-132 1.090784e-118 1.654141e-105 3.692000e-93 [28,] 1.791876e-162 7.605009e-147 4.756501e-132 4.382811e-118 5.948392e-105 [29,] 4.080651e-178 1.018273e-161 3.768251e-146 2.065630e-131 1.675497e-117 [30,] 2.947323e-194 4.033451e-177 8.230919e-161 2.505862e-145 1.138312e-130 [31,] 8.032211e-211 6.252784e-193 7.191652e-176 1.223116e-159 3.079021e-144 [32,] 4.783384e-228 2.239205e-209 1.543519e-191 1.566951e-174 2.343183e-158 [33,] 4.870008e-246 1.387577e-226 5.818668e-208 3.591186e-190 3.262205e-173 [34,] 8.130848e-265 1.412430e-244 3.610835e-225 1.358500e-206 7.521839e-189 [35,] 2.213849e-284 2.345189e-263 3.656064e-243 8.387956e-224 2.832076e-205 [36,] 9.823008e-305 6.345789e-283 6.032988e-262 8.440827e-242 1.737974e-222 [37,] 0.000000e+00 2.797944e-303 1.622178e-281 1.384089e-260 1.737940e-240 [38,] 0.000000e+00 0.000000e+00 7.107227e-302 3.698100e-280 2.831801e-259 [39,] 0.000000e+00 0.000000e+00 4.940656e-323 1.610020e-300 7.518455e-279 [40,] 0.000000e+00 0.000000e+00 0.000000e+00 1.141292e-321 3.252638e-299 [41,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.292959e-320 [42,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [43,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [44,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [45,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [46,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [47,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [48,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [49,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [50,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [,6] [,7] [,8] [,9] [,10] [1,] 1.637473e-09 1.564723e-11 2.485977e-14 6.341555e-18 2.508374e-22 [2,] 4.380599e-08 2.355396e-09 2.130966e-11 3.163954e-14 7.428224e-18 [3,] 2.002654e-07 6.058962e-08 3.092012e-09 2.636652e-11 3.634692e-14 [4,] 1.655817e-07 2.676216e-07 7.650816e-08 3.699568e-09 2.956017e-11 [5,] 1.594519e-07 2.169184e-07 3.266754e-07 8.823335e-08 4.026238e-09 [6,] 4.948016e-07 1.737956e-07 2.651741e-07 3.656079e-07 9.288606e-08 [7,] 5.804193e-07 5.185247e-07 1.943711e-07 3.079973e-07 3.767322e-07 [8,] 4.701160e-07 6.905383e-07 5.446519e-07 2.353195e-07 3.472055e-07 [9,] 4.055059e-07 6.348324e-07 8.193051e-07 6.042146e-07 3.095669e-07 [10,] 5.194993e-07 5.827012e-07 8.486684e-07 9.863532e-07 7.233398e-07 [11,] 2.978981e-07 6.809632e-07 8.140241e-07 1.124692e-06 1.205868e-06 [12,] 7.134211e-08 3.944046e-07 8.464451e-07 1.108739e-06 1.464297e-06 [13,] 7.250710e-09 1.063519e-07 4.861957e-07 1.011128e-06 1.467645e-06 [14,] 5.520603e-10 1.315242e-08 1.482531e-07 5.626104e-07 1.172762e-06 [15,] 6.035173e-11 1.472999e-09 2.251173e-08 1.938195e-07 6.158627e-07 [16,] 1.639860e-12 1.851628e-10 3.677724e-09 3.640169e-08 2.377942e-07 [17,] 7.406357e-15 5.037167e-12 5.080766e-10 8.479013e-09 5.574536e-08 [18,] 5.454889e-18 2.261333e-14 1.380016e-11 1.245546e-09 1.786091e-08 [19,] 6.546626e-22 1.655010e-17 6.157368e-14 3.371957e-11 2.726225e-09 [20,] 1.280232e-26 1.973717e-21 4.478026e-17 1.495194e-13 7.348051e-11 [21,] 4.079416e-32 3.835368e-26 5.306667e-21 1.080544e-16 3.237971e-13 [22,] 2.118087e-38 1.214412e-31 1.024694e-25 1.272412e-20 2.325251e-16 [23,] 1.791959e-45 6.265613e-38 3.224072e-31 2.441471e-25 2.720866e-20 [24,] 2.470309e-53 5.267441e-45 1.652928e-37 7.633324e-31 5.187797e-25 [25,] 5.549050e-62 7.215703e-53 1.380844e-44 3.888809e-37 1.611754e-30 [26,] 2.031324e-71 1.610791e-61 1.879784e-52 3.228381e-44 8.159700e-37 [27,] 1.212841e-81 5.863734e-71 4.172295e-61 4.369190e-52 6.733694e-44 [28,] 1.188939e-92 3.499083e-81 1.516153e-70 9.671352e-61 9.081584e-52 [29,] 2.009165e-104 3.558786e-92 9.304829e-81 3.589113e-70 2.041450e-60 [30,] 7.713692e-117 7.792969e-104 1.172686e-91 2.625648e-80 8.736887e-70 [31,] 1.148517e-129 6.355977e-116 5.224245e-103 6.385830e-91 1.162224e-79 [32,] 5.162571e-143 1.676484e-128 8.025692e-115 5.666701e-102 5.904851e-90 [33,] 4.361719e-157 8.584928e-142 2.487051e-127 1.060610e-113 6.659223e-101 [34,] 6.129187e-172 7.350934e-156 1.297344e-140 3.369548e-126 1.288063e-112 [35,] 1.407215e-187 1.029128e-170 1.107483e-154 1.753848e-139 4.087684e-125 [36,] 5.266320e-204 2.348690e-186 1.541342e-169 1.488525e-153 2.115644e-138 [37,] 3.211525e-221 8.734626e-203 3.495665e-185 2.058723e-168 1.784415e-152 [38,] 3.191189e-239 5.292987e-220 1.291812e-201 4.639589e-184 2.452396e-167 [39,] 5.166918e-258 5.226312e-238 7.778704e-219 1.703725e-200 5.491914e-183 [40,] 1.363176e-277 8.408742e-257 7.632310e-237 1.019437e-217 2.004000e-199 [41,] 5.860130e-298 2.204458e-276 1.220225e-255 9.939314e-236 1.191536e-216 [42,] 4.104895e-319 9.416991e-297 3.178803e-275 1.579036e-254 1.154398e-234 [43,] 0.000000e+00 6.554769e-318 1.349342e-295 4.087546e-274 1.822383e-253 [44,] 0.000000e+00 0.000000e+00 9.333016e-317 1.724148e-294 4.687754e-273 [45,] 0.000000e+00 0.000000e+00 0.000000e+00 1.185017e-315 1.964843e-293 [46,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 1.341902e-314 [47,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [48,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [49,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [50,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [,11] [,12] [,13] [,14] [,15] [1,] 1.501721e-27 1.342007e-33 1.777224e-40 3.475284e-48 1.001707e-56 [2,] 2.673628e-22 1.446712e-27 1.164326e-33 1.386151e-40 2.434602e-48 [3,] 7.812407e-18 2.550349e-22 1.245076e-27 9.016284e-34 9.645452e-41 [4,] 3.759784e-14 7.365724e-18 2.175269e-22 9.568463e-28 6.230518e-34 [5,] 2.994750e-11 3.494704e-14 6.217713e-18 1.657867e-22 6.564053e-28 [6,] 3.975558e-09 2.734753e-11 2.913841e-14 4.694750e-18 1.128484e-22 [7,] 8.915682e-08 3.552279e-09 2.246044e-11 2.176356e-14 3.168366e-18 [8,] 3.592749e-07 7.792238e-08 2.865292e-09 1.656023e-11 1.454578e-14 [9,] 3.868494e-07 3.194080e-07 6.196327e-08 2.082246e-09 1.094574e-11 [10,] 4.217110e-07 4.289630e-07 2.675990e-07 4.487612e-08 1.361830e-09 [11,] 9.103477e-07 5.625281e-07 4.702583e-07 2.147763e-07 2.976113e-08 [12,] 1.476337e-06 1.148400e-06 7.087682e-07 5.030596e-07 1.692586e-07 [13,] 1.849127e-06 1.775038e-06 1.396807e-06 8.302344e-07 5.205667e-07 [14,] 1.875552e-06 2.241548e-06 2.060317e-06 1.601579e-06 9.019631e-07 [15,] 1.327478e-06 2.298820e-06 2.595140e-06 2.281766e-06 1.712683e-06 [16,] 6.420168e-07 1.467457e-06 2.691981e-06 2.870005e-06 2.395225e-06 [17,] 2.737931e-07 6.418128e-07 1.584015e-06 3.012025e-06 3.044005e-06 [18,] 8.110633e-08 2.968254e-07 6.223500e-07 1.674318e-06 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4.039549e-226 1.716787e-245 [20,] 2.216687e-158 1.802300e-174 2.156692e-191 3.798121e-209 9.843763e-228 [21,] 1.499803e-144 7.429655e-160 5.419646e-176 5.819573e-193 9.197397e-211 [22,] 1.672136e-131 5.014734e-146 2.223812e-161 1.454274e-177 1.400821e-194 [23,] 3.304038e-119 5.725492e-133 1.511248e-147 5.963302e-163 3.486949e-179 [24,] 1.677982e-107 1.363005e-120 1.885002e-134 4.205137e-149 1.448175e-164 [25,] 3.510660e-96 1.191006e-108 6.770307e-122 6.721736e-136 1.157634e-150 [26,] 1.954528e-85 3.571487e-97 9.870050e-110 4.249439e-123 2.990624e-137 [27,] 1.949429e-75 2.131167e-86 3.441939e-98 8.251844e-111 2.967924e-124 [28,] 3.237821e-66 2.149854e-76 2.102617e-87 3.030808e-99 6.447295e-112 [29,] 9.488550e-58 3.792490e-67 2.235771e-77 1.943683e-88 2.491502e-100 [30,] 7.325483e-50 1.679332e-58 5.703126e-68 2.868849e-78 2.137029e-89 [31,] 2.575454e-42 3.363995e-50 6.484479e-59 1.845325e-68 7.755406e-79 [32,] 2.462699e-35 1.930882e-42 2.228812e-50 3.787886e-59 9.478778e-69 [33,] 4.181462e-29 1.995359e-35 1.401331e-42 1.448419e-50 2.203327e-59 [34,] 1.168970e-23 3.400765e-29 1.456013e-35 9.174284e-43 8.507292e-51 [35,] 5.335565e-19 9.463797e-24 2.470454e-29 9.491059e-36 5.366264e-43 [36,] 3.976986e-15 4.299660e-19 6.841805e-24 1.602357e-29 5.523188e-36 [37,] 4.854181e-12 3.196653e-15 3.098864e-19 4.422035e-24 9.288314e-30 [38,] 9.766647e-10 3.911487e-12 2.306889e-15 2.003384e-19 2.561642e-24 [39,] 3.287634e-08 7.980010e-10 2.854658e-12 1.504734e-15 1.168555e-19 [40,] 1.908467e-07 2.788848e-08 6.014768e-10 1.913988e-12 8.983875e-16 [41,] 2.010187e-07 1.750773e-07 2.254693e-08 4.292090e-10 1.207352e-12 [42,] 4.072144e-08 2.092287e-07 1.593993e-07 1.797262e-08 2.998834e-10 [43,] 2.322143e-09 4.901682e-08 2.206015e-07 1.469048e-07 1.447264e-08 [44,] 4.871288e-09 2.432726e-09 5.863237e-08 2.322608e-07 1.358903e-07 [45,] 2.227662e-08 1.962239e-09 2.906892e-09 6.734237e-08 2.364278e-07 [46,] 5.567772e-08 1.110682e-08 7.410634e-10 3.415631e-09 7.205463e-08 [47,] 4.926003e-08 2.946296e-08 5.055616e-09 2.733122e-10 3.711196e-09 [48,] 6.906853e-08 2.673834e-08 1.397825e-08 2.086537e-09 1.086640e-10 [49,] 3.414509e-08 3.843212e-08 1.299965e-08 5.932524e-09 7.769251e-10 [50,] 4.680795e-09 1.850350e-08 1.912413e-08 5.651622e-09 2.249532e-09 [,46] [,47] [,48] [,49] [,50] [1,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [2,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [3,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [4,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [5,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [6,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [7,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [8,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [9,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [10,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [11,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [12,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [13,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [14,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [15,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [16,] 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [17,] 3.799109e-305 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 [18,] 5.003513e-285 7.551911e-307 0.000000e+00 0.000000e+00 0.000000e+00 [19,] 1.073756e-265 9.883275e-287 1.338757e-308 0.000000e+00 0.000000e+00 [20,] 3.754583e-247 2.107507e-267 1.740934e-288 2.116418e-310 0.000000e+00 [21,] 2.139266e-229 7.322835e-249 3.688952e-269 2.734853e-290 2.983810e-312 [22,] 1.986501e-212 4.146394e-231 1.273761e-250 5.758694e-271 3.831520e-292 [23,] 3.009609e-196 3.827709e-214 7.168248e-233 1.976038e-252 8.017280e-273 [24,] 7.506073e-181 5.783018e-198 6.585578e-216 1.105743e-234 2.734452e-254 [25,] 3.295306e-166 1.473308e-182 1.000653e-199 1.014701e-217 1.523866e-236 [26,] 3.623516e-152 7.691422e-168 2.764643e-184 1.594119e-201 1.413984e-219 [27,] 1.637309e-138 1.442087e-153 2.140216e-169 5.557805e-186 2.494140e-203 [28,] 2.030621e-125 9.539811e-140 6.793696e-155 7.568474e-171 1.386246e-187 [29,] 4.709900e-113 1.314040e-126 5.421889e-141 3.325103e-156 3.065293e-172 [30,] 2.356717e-101 3.846718e-114 9.291690e-128 3.321965e-142 1.759572e-157 [31,] 4.815541e-90 4.419529e-102 5.997588e-115 1.204020e-128 3.577169e-143 [32,] 3.492857e-79 1.895528e-90 1.515124e-102 1.783995e-115 3.094749e-129 [33,] 4.932894e-69 1.625443e-79 7.882997e-91 5.626883e-103 5.911536e-116 [34,] 1.160980e-59 2.331716e-69 6.891938e-80 2.997933e-91 1.919149e-103 [35,] 4.465281e-51 5.468224e-60 9.855082e-70 2.613902e-80 1.020291e-91 [36,] 2.801939e-43 2.092012e-51 2.298794e-60 3.717602e-70 8.847934e-81 [37,] 2.871676e-36 1.306802e-43 8.752823e-52 8.628645e-61 1.251927e-70 [38,] 4.822389e-30 1.336512e-36 5.452894e-44 3.274958e-52 2.895250e-61 [39,] 1.336788e-24 2.252409e-30 5.589266e-37 2.042411e-44 1.098928e-52 [40,] 6.218438e-20 6.345873e-25 9.545518e-31 2.116030e-37 6.911583e-45 [41,] 5.016959e-16 3.078558e-20 2.788781e-25 3.728273e-31 7.353522e-38 [42,] 7.403588e-13 2.703910e-16 1.460473e-20 1.166335e-25 1.376713e-31 [43,] 2.109734e-10 4.551312e-13 1.453148e-16 6.866807e-21 4.802287e-26 [44,] 1.174568e-08 1.500333e-10 2.833051e-13 7.910585e-17 3.267115e-21 [45,] 1.224157e-07 9.349962e-09 1.053755e-10 1.752902e-13 4.305248e-17 [46,] 2.254285e-07 1.039103e-07 7.057993e-09 7.065712e-11 1.042725e-13 [47,] 7.039266e-08 1.969126e-07 8.111108e-08 4.920241e-09 4.395776e-11 [48,] 3.647906e-09 6.207299e-08 1.555425e-07 5.737571e-08 3.115730e-09 [49,] 5.350797e-11 3.217401e-09 4.910920e-08 1.103373e-07 3.648799e-08 [50,] 2.600810e-10 3.332024e-11 2.537722e-09 3.475207e-08 7.004223e-08 > 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 65373.2 171.4 > abline(r) > box() > dev.off() null device 1 > postscript(file="/var/www/html/rcomp/tmp/7dnbb1226323740.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] 915.0358 951.8303 988.6247 1025.4192 1062.2136 1099.0081 1135.8026 [8] 1172.5970 1209.3915 1246.1859 1282.9804 1319.7748 1356.5693 1393.3638 [15] 1430.1582 1466.9527 1503.7471 1540.5416 1577.3360 1614.1305 1650.9249 [22] 1687.7194 1724.5139 1761.3083 1798.1028 1834.8972 1871.6917 1908.4861 [29] 1945.2806 1982.0751 2018.8695 2055.6640 2092.4584 2129.2529 2166.0473 [36] 2202.8418 2239.6362 2276.4307 2313.2252 2350.0196 2386.8141 2423.6085 [43] 2460.4030 2497.1974 2533.9919 2570.7864 2607.5808 2644.3753 2681.1697 [50] 2717.9642 $yords [1] 322769.2 335750.8 348732.4 361714.1 374695.7 387677.3 400658.9 413640.6 [9] 426622.2 439603.8 452585.4 465567.1 478548.7 491530.3 504511.9 517493.6 [17] 530475.2 543456.8 556438.4 569420.1 582401.7 595383.3 608364.9 621346.6 [25] 634328.2 647309.8 660291.4 673273.1 686254.7 699236.3 712217.9 725199.6 [33] 738181.2 751162.8 764144.4 777126.1 790107.7 803089.3 816070.9 829052.6 [41] 842034.2 855015.8 867997.4 880979.1 893960.7 906942.3 919923.9 932905.6 [49] 945887.2 958868.8 $zden [,1] [,2] [,3] [,4] [,5] [1,] 1.669642e-07 2.260981e-07 2.111730e-07 1.307324e-07 5.349787e-08 [2,] 1.645582e-07 2.962035e-07 3.933052e-07 3.645541e-07 2.273446e-07 [3,] 1.188129e-07 2.693111e-07 4.672959e-07 6.076826e-07 5.607077e-07 [4,] 6.114141e-08 1.823378e-07 3.963711e-07 6.627678e-07 8.435281e-07 [5,] 2.214274e-08 8.810836e-08 2.539429e-07 5.327540e-07 8.598401e-07 [6,] 1.154399e-08 3.353682e-08 1.176890e-07 3.278477e-07 6.692218e-07 [7,] 1.335002e-08 2.553994e-08 5.222445e-08 1.515282e-07 4.047230e-07 [8,] 1.146384e-08 3.114927e-08 5.437475e-08 8.535521e-08 1.966771e-07 [9,] 5.439130e-09 2.412131e-08 6.400037e-08 1.061944e-07 1.417554e-07 [10,] 1.445297e-09 1.025686e-08 4.440416e-08 1.153096e-07 1.854336e-07 [11,] 3.023970e-10 2.589844e-09 1.709181e-08 7.167382e-08 1.820730e-07 [12,] 1.188879e-10 7.071744e-10 4.444231e-09 2.560813e-08 1.020615e-07 [13,] 5.241322e-11 3.627576e-10 1.754385e-09 7.826495e-09 3.581123e-08 [14,] 1.354912e-11 1.500665e-10 1.003432e-09 4.347764e-09 1.478986e-08 [15,] 1.852833e-12 3.431993e-11 3.751513e-10 2.458143e-09 1.009140e-08 [16,] 1.324281e-13 4.132004e-12 7.564925e-11 8.171479e-10 5.278549e-09 [17,] 4.935073e-15 2.599418e-13 8.016364e-12 1.450834e-10 1.549556e-09 [18,] 9.581219e-17 8.526648e-15 4.438596e-13 1.352949e-11 2.420826e-10 [19,] 9.687553e-19 1.457169e-16 1.281536e-14 6.593065e-13 1.986438e-11 [20,] 5.100441e-21 1.296928e-18 1.927807e-16 1.675516e-14 8.519290e-13 [21,] 1.398212e-23 6.010728e-21 1.510362e-18 2.218603e-16 1.905611e-14 [22,] 1.995702e-26 1.450482e-23 6.161827e-21 1.530055e-18 2.221058e-16 [23,] 1.483097e-29 1.822452e-26 1.308923e-23 5.494792e-21 1.348327e-18 [24,] 5.738413e-33 1.192209e-29 1.447704e-26 1.027485e-23 4.262405e-21 [25,] 1.156007e-36 4.060661e-33 8.336768e-30 1.000373e-26 7.016131e-24 [26,] 1.212482e-40 7.200921e-37 2.499566e-33 5.071093e-30 6.013186e-27 [27,] 6.621183e-45 6.648526e-41 3.901922e-37 1.338415e-33 2.683280e-30 [28,] 1.882527e-49 3.196011e-45 3.171309e-41 1.839192e-37 6.234151e-34 [29,] 2.786711e-54 7.999013e-50 1.341974e-45 1.315860e-41 7.541124e-38 [30,] 2.147770e-59 1.042341e-54 2.956618e-50 4.901600e-46 4.749427e-42 [31,] 8.618445e-65 7.071775e-60 3.391498e-55 9.506301e-51 1.557371e-46 [32,] 1.800576e-70 2.497978e-65 2.025487e-60 9.599026e-56 2.658797e-51 [33,] 1.958604e-76 4.594108e-71 6.298246e-66 5.046550e-61 2.363360e-56 [34,] 1.109223e-82 4.398973e-77 1.019642e-71 1.381339e-66 1.093738e-61 [35,] 3.270730e-89 2.193080e-83 8.594651e-78 1.968604e-72 2.635413e-67 [36,] 5.021195e-96 5.692388e-90 3.771778e-84 1.460676e-78 3.306146e-73 [37,] 4.013502e-103 7.692867e-97 8.618218e-91 5.642904e-85 2.159475e-79 [38,] 1.670228e-110 5.412753e-104 1.025239e-97 1.134980e-91 7.343639e-86 [39,] 3.618951e-118 1.982908e-111 6.350198e-105 1.188578e-98 1.300254e-92 [40,] 4.082487e-126 3.782008e-119 2.047788e-112 6.480416e-106 1.198619e-99 [41,] 2.397852e-134 3.755757e-127 3.438251e-120 1.839640e-113 5.752923e-107 [42,] 7.332541e-143 1.941812e-135 3.005558e-128 2.718931e-121 1.437578e-114 [43,] 1.167462e-151 5.227245e-144 1.367944e-136 2.092275e-129 1.870379e-122 [44,] 9.677796e-161 7.326288e-153 3.241582e-145 8.382719e-138 1.266990e-130 [45,] 4.176682e-170 5.345851e-162 3.999154e-154 1.748534e-146 4.468277e-139 [46,] 9.385456e-180 2.031039e-171 2.568899e-163 1.899023e-155 8.204911e-148 [47,] 1.098057e-189 4.017586e-181 8.591550e-173 1.073822e-164 7.844281e-157 [48,] 6.688671e-200 4.137686e-191 1.496034e-182 3.161401e-174 3.904612e-166 [49,] 2.121159e-210 2.218548e-201 1.356222e-192 4.845593e-184 1.011867e-175 [50,] 3.502502e-221 6.193719e-212 6.401638e-203 3.867093e-194 1.365332e-185 [,6] [,7] [,8] [,9] [,10] [1,] 1.556461e-08 3.855171e-09 9.504144e-10 2.217793e-10 4.550996e-11 [2,] 9.707062e-08 3.175717e-08 9.527446e-09 2.775079e-09 7.178140e-10 [3,] 3.566843e-07 1.636132e-07 6.227860e-08 2.238919e-08 7.400244e-09 [4,] 7.788419e-07 5.145607e-07 2.617899e-07 1.175445e-07 4.903211e-08 [5,] 1.071318e-06 9.971579e-07 6.987431e-07 4.033865e-07 2.108873e-07 [6,] 1.046847e-06 1.278634e-06 1.208880e-06 9.129957e-07 5.988759e-07 [7,] 8.098913e-07 1.235391e-06 1.482101e-06 1.427267e-06 1.161640e-06 [8,] 4.950755e-07 9.737372e-07 1.456650e-06 1.718111e-06 1.672679e-06 [9,] 2.641017e-07 6.157462e-07 1.184865e-06 1.742392e-06 2.017794e-06 [10,] 2.267612e-07 3.628251e-07 7.805113e-07 1.457429e-06 2.103824e-06 [11,] 2.864387e-07 3.357170e-07 4.927278e-07 9.904698e-07 1.784934e-06 [12,] 2.525934e-07 3.907367e-07 4.516303e-07 6.413924e-07 1.230251e-06 [13,] 1.301405e-07 3.102478e-07 4.733738e-07 5.518337e-07 7.888291e-07 [14,] 4.982570e-08 1.536039e-07 3.435598e-07 5.174571e-07 6.217467e-07 [15,] 2.921076e-08 7.364685e-08 1.782135e-07 3.563093e-07 5.270492e-07 [16,] 2.108110e-08 5.629157e-08 1.166148e-07 2.180499e-07 3.684744e-07 [17,] 9.893902e-09 3.888614e-08 9.996336e-08 1.866203e-07 2.878140e-07 [18,] 2.557344e-09 1.615969e-08 6.282163e-08 1.585380e-07 2.819938e-07 [19,] 3.514289e-10 3.672831e-09 2.298440e-08 8.859515e-08 2.214041e-07 [20,] 2.537231e-11 4.438564e-10 4.590223e-09 2.846275e-08 1.089327e-07 [21,] 9.576263e-13 2.819301e-11 4.877366e-10 4.992251e-09 3.068681e-08 [22,] 1.885335e-14 9.364140e-13 2.725355e-11 4.663101e-10 4.725047e-09 [23,] 1.934215e-16 1.622606e-14 7.965638e-13 2.291973e-11 3.879025e-10 [24,] 1.033585e-18 1.465264e-16 1.214812e-14 5.894630e-13 1.676902e-11 [25,] 2.876205e-21 6.892252e-19 9.655902e-17 7.911826e-15 3.794722e-13 [26,] 4.167551e-24 1.688292e-21 3.997968e-19 5.535232e-17 4.482489e-15 [27,] 3.144186e-27 2.153408e-24 8.620596e-22 2.017346e-19 2.760242e-17 [28,] 1.235069e-30 1.430124e-27 9.679057e-25 3.829026e-22 8.854955e-20 [29,] 2.525949e-34 4.945135e-31 5.658486e-28 3.784427e-25 1.479457e-22 [30,] 2.689711e-38 8.902942e-35 1.722367e-31 1.947541e-28 1.287151e-25 [31,] 1.491191e-42 8.345206e-39 2.729626e-35 5.218348e-32 5.830891e-29 [32,] 4.304312e-47 4.072719e-43 2.252300e-39 7.279970e-36 1.375307e-32 [33,] 6.468829e-52 1.034864e-47 9.676131e-44 5.287864e-40 1.688974e-36 [34,] 5.061585e-57 1.369058e-52 2.164300e-48 1.999735e-44 1.079917e-40 [35,] 2.062051e-62 9.430007e-58 2.520489e-53 3.937465e-49 3.595100e-45 [36,] 4.373713e-68 3.381743e-63 1.528239e-58 4.036458e-54 6.231202e-50 [37,] 4.830075e-74 6.314248e-69 4.824469e-64 2.154448e-59 5.623214e-55 [38,] 2.777120e-80 6.138189e-75 7.929502e-70 5.987011e-65 2.642021e-60 [39,] 8.313595e-87 3.106790e-81 6.785706e-76 8.662367e-71 6.463088e-66 [40,] 1.295745e-93 8.186918e-88 3.023301e-82 6.525301e-77 8.231553e-72 [41,] 1.051488e-100 1.123266e-94 7.013279e-89 2.559279e-83 5.458539e-78 [42,] 4.442477e-108 8.023820e-102 8.470272e-96 5.226027e-90 1.884552e-84 [43,] 9.772385e-116 2.984242e-109 5.326326e-103 5.556220e-97 3.387610e-91 [44,] 1.119236e-123 5.778731e-117 1.743828e-110 3.075620e-104 3.170474e-98 [45,] 6.673697e-132 5.825800e-125 2.972383e-118 8.863635e-112 1.544832e-105 [46,] 2.071942e-140 3.058048e-133 2.637977e-126 1.330012e-119 3.919245e-113 [47,] 3.349148e-149 8.357539e-142 1.218941e-134 1.039069e-127 5.176890e-121 [48,] 2.818620e-158 1.189209e-150 2.932512e-143 4.226482e-136 3.560254e-129 [49,] 1.234980e-167 8.809668e-160 3.672986e-152 8.950278e-145 1.274725e-137 [50,] 2.817425e-177 3.398047e-169 2.395337e-161 9.868731e-154 2.376396e-146 [,11] [,12] [,13] [,14] [,15] [1,] 9.208792e-12 1.949573e-12 3.342210e-13 3.723896e-14 2.503719e-15 [2,] 1.635221e-10 3.831479e-11 8.989681e-12 1.589553e-12 1.777139e-13 [3,] 2.088544e-09 5.334594e-10 1.444079e-10 3.672671e-11 6.631780e-12 [4,] 1.782873e-08 5.469111e-09 1.584754e-09 4.903494e-10 1.325351e-10 [5,] 9.837992e-08 3.863358e-08 1.293699e-08 4.290722e-09 1.491994e-09 [6,] 3.532942e-07 1.789656e-07 7.530841e-08 2.777482e-08 1.057217e-08 [7,] 8.467460e-07 5.443916e-07 2.939374e-07 1.324923e-07 5.436608e-08 [8,] 1.436369e-06 1.122952e-06 7.649754e-07 4.362236e-07 2.115254e-07 [9,] 1.952203e-06 1.708475e-06 1.381988e-06 9.786607e-07 5.877456e-07 [10,] 2.385178e-06 2.250583e-06 1.938737e-06 1.575181e-06 1.145530e-06 [11,] 2.521888e-06 2.792943e-06 2.539977e-06 2.101314e-06 1.677101e-06 [12,] 2.139505e-06 2.952422e-06 3.194446e-06 2.797821e-06 2.202596e-06 [13,] 1.472539e-06 2.480228e-06 3.340773e-06 3.541065e-06 3.016329e-06 [14,] 9.182693e-07 1.688698e-06 2.766371e-06 3.638958e-06 3.795977e-06 [15,] 6.655245e-07 1.024981e-06 1.859079e-06 2.969343e-06 3.818576e-06 [16,] 5.264149e-07 7.027199e-07 1.114480e-06 1.975335e-06 3.076012e-06 [17,] 4.041251e-07 5.432183e-07 7.509338e-07 1.190050e-06 2.032857e-06 [18,] 3.898907e-07 4.729898e-07 5.873886e-07 8.082651e-07 1.241224e-06 [19,] 3.854352e-07 5.051662e-07 5.593683e-07 6.426753e-07 8.519908e-07 [20,] 2.707002e-07 4.668933e-07 5.970338e-07 6.284815e-07 6.785076e-07 [21,] 1.167298e-07 2.891379e-07 4.970923e-07 6.295214e-07 6.475676e-07 [22,] 2.880574e-08 1.090091e-07 2.696335e-07 4.639783e-07 5.882764e-07 [23,] 3.892105e-09 2.354500e-08 8.872809e-08 2.195700e-07 3.798737e-07 [24,] 2.807637e-10 2.790348e-09 1.675965e-08 6.296434e-08 1.562639e-07 [25,] 1.067392e-11 1.768254e-10 1.741240e-09 1.039076e-08 3.897265e-08 [26,] 2.125169e-13 5.911066e-12 9.690597e-11 9.458527e-10 5.612343e-09 [27,] 2.209212e-15 1.035384e-13 2.848016e-12 4.621450e-11 4.473018e-10 [28,] 1.197365e-17 9.471822e-16 4.388421e-14 1.193889e-12 1.918014e-11 [29,] 3.381088e-20 4.518303e-18 3.532727e-16 1.618153e-14 4.354542e-13 [30,] 4.972547e-23 1.123031e-20 1.483184e-18 1.146225e-16 5.190882e-15 [31,] 3.808204e-26 1.453845e-23 3.244838e-21 4.235327e-19 3.235309e-17 [32,] 1.518594e-29 9.801000e-27 3.697590e-24 8.155656e-22 1.052085e-19 [33,] 3.153055e-33 3.440439e-30 2.194253e-27 8.180633e-25 1.783182e-22 [34,] 3.408563e-37 6.288097e-34 6.780205e-31 4.273276e-28 1.574400e-25 [35,] 1.918520e-41 5.983916e-38 1.090869e-34 1.162352e-31 7.239387e-29 [36,] 5.622163e-46 2.964812e-42 9.138082e-39 1.646198e-35 1.733362e-32 [37,] 8.578136e-51 7.648256e-47 3.985604e-43 1.213922e-39 2.161015e-36 [38,] 6.814310e-56 1.027231e-51 9.050569e-48 4.660646e-44 1.402755e-40 [39,] 2.818402e-61 7.183339e-57 1.070066e-52 9.316570e-49 4.740940e-45 [40,] 6.069073e-67 2.615310e-62 6.586954e-58 9.696317e-54 8.342391e-50 [41,] 6.804471e-73 4.957613e-68 2.111111e-63 5.254244e-59 7.643112e-55 [42,] 3.971950e-79 4.892825e-74 3.522701e-69 1.482355e-64 3.645771e-60 [43,] 1.207165e-85 2.514200e-80 3.060507e-75 2.177445e-70 9.054435e-66 [44,] 1.910182e-92 6.726442e-87 1.384383e-81 1.665281e-76 1.170790e-71 [45,] 1.573656e-99 9.369117e-94 3.260226e-88 6.630661e-83 7.881815e-78 [46,] 6.750072e-107 6.794768e-101 3.997615e-95 1.374636e-89 2.762704e-84 [47,] 1.507483e-114 2.565642e-108 2.552113e-102 1.483761e-96 5.041829e-91 [48,] 1.752838e-122 5.043859e-116 8.482897e-110 8.338457e-104 4.790572e-98 [49,] 1.061098e-130 5.162435e-124 1.467959e-117 2.439683e-111 2.369807e-105 [50,] 3.344531e-139 2.751134e-132 1.322661e-125 3.716597e-119 6.103832e-113 [,16] [,17] [,18] [,19] [,20] [1,] 1.001478e-16 2.398254e-18 3.514055e-20 3.311904e-22 2.223282e-24 [2,] 1.194667e-14 4.808197e-16 1.176484e-17 1.817183e-19 1.915564e-21 [3,] 7.441007e-13 5.029319e-14 2.060032e-15 5.259296e-17 8.879360e-19 [4,] 2.430635e-11 2.746482e-12 1.884508e-13 7.995752e-15 2.194066e-16 [5,] 4.221008e-10 7.854805e-11 9.006166e-12 6.369017e-13 2.869591e-14 [6,] 4.051893e-09 1.188476e-09 2.253028e-10 2.654933e-11 1.976704e-12 [7,] 2.363659e-08 9.807633e-09 2.972999e-09 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5.098567e-20 2.184495e-18 [36,] 1.066844e-29 3.838573e-27 8.076313e-25 9.942460e-23 7.171326e-21 [37,] 2.248575e-33 1.367627e-30 4.862918e-28 1.011186e-25 1.230456e-23 [38,] 2.467682e-37 2.537364e-34 1.525078e-31 5.359041e-29 1.101332e-26 [39,] 1.410065e-41 2.451249e-38 2.490714e-35 1.479400e-32 5.137456e-30 [40,] 4.195054e-46 1.232969e-42 2.118071e-39 2.126783e-36 1.248353e-33 [41,] 6.498183e-51 3.229074e-47 9.378439e-44 1.592067e-40 1.579751e-37 [42,] 5.240678e-56 4.402995e-52 2.162080e-48 6.205337e-45 1.040968e-41 [43,] 2.200575e-61 3.125883e-57 2.595196e-53 1.259313e-49 3.571625e-46 [44,] 4.810951e-67 1.155431e-62 1.621874e-58 1.330620e-54 6.380505e-51 [45,] 5.475905e-73 2.223550e-68 5.277120e-64 7.319981e-60 5.934502e-56 [46,] 3.245200e-79 2.227972e-74 8.939983e-70 2.096651e-65 2.873926e-61 [47,] 1.001319e-85 1.162300e-80 7.885375e-76 3.126718e-71 7.246267e-67 [48,] 1.608604e-92 3.156983e-87 3.621210e-82 2.427712e-77 9.512609e-73 [49,] 1.345405e-99 4.464306e-94 8.657916e-89 9.813746e-84 6.501520e-79 [50,] 5.858951e-107 3.286990e-101 1.077792e-95 2.065542e-90 2.313616e-85 [,21] [,22] [,23] [,24] [,25] [1,] 1.215128e-26 5.560109e-29 1.885244e-31 4.174819e-34 5.653174e-37 [2,] 1.558444e-23 1.058870e-25 5.599286e-28 2.018599e-30 4.548018e-33 [3,] 1.098536e-20 1.103916e-22 8.917599e-25 5.152480e-27 1.916476e-29 [4,] 4.223506e-18 6.328557e-20 7.685089e-22 6.985111e-24 4.242667e-26 [5,] 8.770966e-16 1.993320e-17 3.613518e-19 5.067963e-21 4.955214e-23 [6,] 9.746802e-14 3.429597e-15 9.319496e-17 1.984948e-18 3.071021e-20 [7,] 5.751593e-12 3.195526e-13 1.319076e-14 4.231249e-16 1.017336e-17 [8,] 1.792537e-10 1.597806e-11 1.020195e-12 4.936949e-14 1.816455e-15 [9,] 2.942372e-09 4.254230e-10 4.278856e-11 3.157313e-12 1.762184e-13 [10,] 2.548049e-08 6.000233e-09 9.649387e-10 1.103080e-10 9.342879e-12 [11,] 1.179527e-07 4.479365e-08 1.161610e-08 2.091283e-09 2.712210e-10 [12,] 3.059484e-07 1.787702e-07 7.439144e-08 2.135019e-08 4.299735e-09 [13,] 5.074966e-07 3.980797e-07 2.551221e-07 1.167370e-07 3.700867e-08 [14,] 6.834158e-07 5.667291e-07 4.871946e-07 3.430142e-07 1.719251e-07 [15,] 9.082040e-07 6.899607e-07 6.006720e-07 5.621196e-07 4.316665e-07 [16,] 1.288573e-06 9.308391e-07 6.936526e-07 6.120417e-07 6.094856e-07 [17,] 1.932854e-06 1.382473e-06 1.001756e-06 7.193142e-07 6.094577e-07 [18,] 2.652736e-06 1.998501e-06 1.515494e-06 1.136559e-06 7.889088e-07 [19,] 2.996417e-06 2.502871e-06 2.010630e-06 1.668914e-06 1.328795e-06 [20,] 2.823959e-06 2.593940e-06 2.245542e-06 1.962522e-06 1.810767e-06 [21,] 2.308752e-06 2.286235e-06 2.125026e-06 1.928304e-06 1.862526e-06 [22,] 1.698846e-06 1.810505e-06 1.756850e-06 1.660245e-06 1.608171e-06 [23,] 1.223373e-06 1.419454e-06 1.400133e-06 1.304860e-06 1.260206e-06 [24,] 9.032721e-07 1.154235e-06 1.245565e-06 1.116352e-06 9.718480e-07 [25,] 6.819361e-07 9.043433e-07 1.124869e-06 1.154011e-06 9.521311e-07 [26,] 4.708058e-07 6.754638e-07 8.870611e-07 1.085066e-06 1.093919e-06 [27,] 2.335543e-07 4.305554e-07 6.308475e-07 8.178597e-07 9.968864e-07 [28,] 7.216199e-08 1.849261e-07 3.643109e-07 5.383783e-07 6.920053e-07 [29,] 1.375735e-08 4.701888e-08 1.360269e-07 2.782770e-07 4.132023e-07 [30,] 1.715051e-09 7.001147e-09 2.912533e-08 9.055476e-08 1.894723e-07 [31,] 1.461240e-10 6.499076e-10 3.508612e-09 1.658573e-08 5.376846e-08 [32,] 8.207791e-12 4.113433e-11 2.485033e-10 1.667496e-09 8.496802e-09 [33,] 2.789551e-13 1.812943e-12 1.142270e-11 9.410285e-11 7.272373e-10 [34,] 5.341433e-15 5.130197e-14 3.734144e-13 3.211184e-12 3.396544e-11 [35,] 5.533578e-17 8.454241e-16 8.438181e-15 7.491730e-14 9.039825e-13 [36,] 3.040324e-19 7.642226e-18 1.175047e-16 1.273782e-15 1.519341e-14 [37,] 8.775820e-22 3.683107e-20 9.209559e-19 1.448278e-17 1.838235e-16 [38,] 1.324734e-24 9.344091e-23 3.885218e-21 9.714128e-20 1.614041e-18 [39,] 1.043484e-27 1.240797e-25 8.657847e-24 3.572177e-22 9.028195e-21 [40,] 4.284233e-31 8.600656e-29 1.011091e-26 6.982649e-25 2.868355e-23 [41,] 9.163444e-35 3.107953e-32 6.166897e-30 7.168745e-28 4.904911e-26 [42,] 1.020732e-38 5.851162e-36 1.961290e-33 3.846765e-31 4.423096e-29 [43,] 5.920796e-43 5.737263e-40 3.250085e-37 1.076688e-34 2.087613e-32 [44,] 1.788246e-47 2.929455e-44 2.805170e-41 1.570417e-38 5.141875e-36 [45,] 2.812060e-52 7.788258e-49 1.260788e-45 1.193072e-42 6.600774e-40 [46,] 2.302439e-57 1.078128e-53 2.950694e-50 4.720311e-47 4.414174e-44 [47,] 9.815259e-63 7.770617e-59 3.595623e-55 9.724549e-52 1.537311e-48 [48,] 2.178528e-68 2.916027e-64 2.281292e-60 1.043131e-56 2.787894e-53 [49,] 2.517420e-74 5.697189e-70 7.535718e-66 5.825769e-62 2.632400e-58 [50,] 1.514639e-80 5.795500e-76 1.296076e-71 1.694075e-67 1.294196e-63 [,26] [,27] [,28] [,29] [,30] [1,] 4.555517e-40 2.161370e-43 6.011844e-47 9.786039e-51 9.315505e-55 [2,] 6.155270e-36 4.923803e-39 2.312818e-42 6.362062e-46 1.023717e-49 [3,] 4.341194e-32 5.846365e-35 4.634655e-38 2.153849e-41 5.857744e-45 [4,] 1.600330e-28 3.620295e-31 4.838974e-34 3.797660e-37 1.745376e-40 [5,] 3.089571e-25 1.170152e-27 2.633306e-30 3.487865e-33 2.708160e-36 [6,] 3.132843e-22 1.976775e-24 7.473399e-27 1.669023e-29 2.188483e-32 [7,] 1.675361e-19 1.748743e-21 1.107057e-23 4.162720e-26 9.212027e-29 [8,] 4.751576e-17 8.124377e-19 8.570940e-21 5.414519e-23 2.020349e-25 [9,] 7.197771e-15 1.990194e-16 3.474762e-18 3.676010e-20 2.309462e-22 [10,] 5.871051e-13 2.584797e-14 7.397568e-16 1.304356e-17 1.376773e-19 [11,] 2.599146e-11 1.792271e-12 8.303393e-14 2.423559e-15 4.284040e-17 [12,] 6.282107e-10 6.687985e-11 4.940635e-12 2.364670e-13 6.967045e-15 [13,] 8.307733e-09 1.353658e-09 1.569151e-10 1.216407e-11 5.933163e-13 [14,] 5.999238e-08 1.494957e-08 2.681279e-09 3.316884e-10 2.653324e-11 [15,] 2.355767e-07 9.031285e-08 2.484356e-08 4.827368e-09 6.255990e-10 [16,] 5.039550e-07 2.983347e-07 1.255920e-07 3.779731e-08 7.819130e-09 [17,] 6.185269e-07 5.422125e-07 3.479335e-07 1.605071e-07 5.216539e-08 [18,] 6.054700e-07 5.878932e-07 5.364127e-07 3.729499e-07 1.873191e-07 [19,] 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3.870121e-09 1.312983e-08 2.917120e-08 5.151274e-08 1.074404e-07 [34,] 2.850121e-10 1.558329e-09 5.386237e-09 1.254106e-08 2.645256e-08 [35,] 1.128521e-11 9.924598e-11 5.534286e-10 1.959492e-09 4.990296e-09 [36,] 2.453938e-13 3.374644e-12 3.053719e-11 1.733639e-10 6.385488e-10 [37,] 3.124295e-15 6.180405e-14 8.971962e-13 8.283334e-12 4.803730e-11 [38,] 2.653939e-17 6.303221e-16 1.406808e-14 2.108148e-13 1.980447e-12 [39,] 1.683373e-19 3.916265e-18 1.195556e-16 2.852633e-15 4.367235e-14 [40,] 7.495613e-22 1.722648e-20 5.785840e-19 2.065062e-17 5.117850e-16 [41,] 2.020302e-24 5.708361e-23 1.797672e-21 8.190746e-20 3.190765e-18 [42,] 3.004641e-27 1.259868e-25 4.161655e-24 1.912294e-22 1.069464e-20 [43,] 2.375799e-30 1.609658e-28 7.089323e-27 3.048963e-25 1.998162e-23 [44,] 9.857631e-34 1.111840e-31 7.587749e-30 3.725721e-28 2.300456e-26 [45,] 2.136195e-37 4.050940e-35 4.541470e-33 3.188252e-31 1.923041e-29 [46,] 2.413567e-41 7.721419e-39 1.449585e-36 1.625559e-34 1.225924e-32 [47,] 1.420687e-45 7.677274e-43 2.428553e-40 4.521835e-38 5.144399e-36 [48,] 4.355279e-50 3.977558e-47 2.124517e-44 6.648540e-42 1.232921e-39 [49,] 6.952357e-55 1.073302e-51 9.687274e-49 5.114942e-46 1.585500e-43 [50,] 5.778815e-60 1.508212e-56 2.300965e-53 2.052486e-50 1.071703e-47 [,31] [,32] [,33] [,34] [,35] [1,] 5.184058e-59 1.686315e-63 3.206173e-68 3.562903e-73 2.314110e-78 [2,] 9.631196e-54 5.296743e-58 1.702657e-62 3.199032e-67 3.512974e-72 [3,] 9.316343e-49 8.662126e-53 4.707697e-57 1.495451e-61 2.776539e-66 [4,] 4.692312e-44 7.375688e-48 6.777139e-52 3.639821e-56 1.142578e-60 [5,] 1.230567e-39 3.269910e-43 5.079607e-47 4.612426e-51 2.447979e-55 [6,] 1.680473e-35 7.548226e-39 1.982329e-42 3.043231e-46 2.730758e-50 [7,] 1.195048e-31 9.072594e-35 4.027886e-38 1.045410e-41 1.585991e-45 [8,] 4.426113e-28 5.678397e-31 4.261416e-34 1.869821e-37 4.795942e-41 [9,] 8.538934e-25 1.850752e-27 2.347517e-30 1.741284e-33 7.550815e-37 [10,] 8.583070e-22 3.141606e-24 6.733935e-27 8.443294e-30 6.189741e-33 [11,] 4.496768e-19 2.777823e-21 1.005917e-23 2.131755e-26 2.641877e-29 [12,] 1.228643e-16 1.279718e-18 7.825906e-21 2.802629e-23 5.871147e-26 [13,] 1.752244e-14 3.072873e-16 3.171446e-18 1.918790e-20 6.793858e-23 [14,] 1.306093e-12 3.848095e-14 6.696350e-16 6.841780e-18 4.093673e-20 [15,] 5.098081e-11 2.515341e-12 7.369582e-14 1.270757e-15 1.284530e-17 [16,] 1.045012e-09 8.593431e-11 4.229817e-12 1.229745e-13 2.099207e-15 [17,] 1.129440e-08 1.537460e-09 1.267233e-10 6.202882e-12 1.786975e-13 [18,] 6.471717e-08 1.444602e-08 1.984364e-09 1.631740e-10 7.925795e-12 [19,] 1.980868e-07 7.157940e-08 1.627329e-08 2.240644e-09 1.832300e-10 [20,] 3.286960e-07 1.882335e-07 7.009945e-08 1.608213e-08 2.209202e-09 [21,] 3.208369e-07 2.674003e-07 1.594857e-07 6.046525e-08 1.390458e-08 [22,] 3.114658e-07 2.329218e-07 1.961257e-07 1.197227e-07 4.576187e-08 [23,] 5.800483e-07 2.527690e-07 1.595575e-07 1.294501e-07 7.931204e-08 [24,] 1.022734e-06 5.087621e-07 2.084063e-07 1.080127e-07 7.788274e-08 [25,] 1.222073e-06 8.362804e-07 4.367145e-07 1.851848e-07 8.057966e-08 [26,] 1.099982e-06 9.372814e-07 6.617272e-07 3.896847e-07 1.876772e-07 [27,] 8.597076e-07 8.340651e-07 6.901195e-07 5.338418e-07 3.788931e-07 [28,] 6.359537e-07 6.785414e-07 6.050812e-07 5.029777e-07 4.574709e-07 [29,] 5.322799e-07 5.495813e-07 5.253887e-07 4.295497e-07 3.743024e-07 [30,] 5.749423e-07 5.017354e-07 4.778948e-07 4.132772e-07 3.098845e-07 [31,] 6.443835e-07 5.536549e-07 4.658706e-07 4.220025e-07 3.406995e-07 [32,] 5.181393e-07 6.000008e-07 5.163570e-07 4.211412e-07 3.742185e-07 [33,] 2.512834e-07 4.486115e-07 5.342052e-07 4.551933e-07 3.629269e-07 [34,] 7.285040e-08 1.963323e-07 3.663790e-07 4.398077e-07 3.696774e-07 [35,] 1.380947e-08 4.907145e-08 1.436525e-07 2.727298e-07 3.265143e-07 [36,] 1.914796e-09 7.364541e-09 3.130026e-08 9.521579e-08 1.811824e-07 [37,] 1.903989e-10 7.410459e-10 3.882713e-09 1.825565e-08 5.627278e-08 [38,] 1.187229e-11 5.412660e-11 2.979657e-10 1.967149e-09 9.726429e-09 [39,] 4.187646e-13 2.690534e-12 1.616569e-11 1.329666e-10 1.031591e-09 [40,] 7.992032e-15 8.045213e-14 6.561804e-13 7.209271e-12 9.056015e-11 [41,] 8.133463e-17 1.342907e-15 1.818455e-14 3.509156e-13 7.892539e-12 [42,] 4.401572e-19 1.218062e-17 3.089196e-16 1.224379e-14 5.043397e-13 [43,] 1.271863e-21 5.978610e-20 3.046966e-18 2.504255e-16 1.842714e-14 [44,] 1.995850e-24 1.596765e-22 1.701686e-20 2.785080e-18 3.581234e-16 [45,] 1.793495e-27 2.347253e-25 5.283057e-23 1.643878e-20 3.643723e-18 [46,] 1.047448e-30 1.937184e-28 8.963412e-26 5.101893e-23 1.933769e-20 [47,] 4.607708e-34 9.323545e-32 8.192772e-29 8.289203e-26 5.347573e-23 [48,] 1.484227e-37 2.799941e-35 3.994766e-32 7.034031e-29 7.702487e-26 [49,] 2.972155e-41 5.654384e-39 1.034709e-35 3.113551e-32 5.777597e-29 [50,] 3.307367e-45 7.731278e-43 1.428369e-39 7.184370e-36 2.256649e-32 [,36] [,37] [,38] [,39] [,40] [1,] 8.784717e-84 1.949093e-89 2.527514e-95 1.915663e-101 8.486038e-108 [2,] 2.254736e-77 8.458197e-83 1.854456e-88 2.376401e-94 1.779850e-100 [3,] 3.013013e-71 1.910997e-76 7.083962e-82 1.534818e-87 1.943559e-93 [4,] 2.096329e-65 2.247996e-70 1.408930e-75 5.161161e-81 1.105009e-86 [5,] 7.593750e-60 1.376794e-64 1.458948e-69 9.035976e-75 3.270928e-80 [6,] 1.432208e-54 4.390307e-59 7.865802e-64 8.236747e-69 5.041145e-74 [7,] 1.406358e-49 7.288864e-54 2.207926e-58 3.909077e-63 4.045059e-68 [8,] 7.190168e-45 6.300533e-49 3.226847e-53 9.659287e-58 1.689947e-62 [9,] 1.913923e-40 2.835535e-44 2.455339e-48 1.242667e-52 3.675866e-57 [10,] 2.652545e-36 6.644206e-40 9.727333e-44 8.323635e-48 4.162890e-52 [11,] 1.914050e-32 8.105864e-36 2.006423e-39 2.902800e-43 2.454571e-47 [12,] 7.191173e-29 5.148793e-32 2.154758e-35 5.270688e-39 7.535323e-43 [13,] 1.406721e-25 1.702800e-28 1.204822e-31 4.982691e-35 1.204409e-38 [14,] 1.432802e-22 2.932095e-25 3.507494e-28 2.452493e-31 1.002286e-34 [15,] 7.598862e-20 2.628784e-22 5.316480e-25 6.284935e-28 4.342675e-31 [16,] 2.098522e-17 1.227160e-19 4.195720e-22 8.385764e-25 9.796454e-28 [17,] 3.017954e-15 2.982845e-17 1.724052e-19 5.825547e-22 1.150611e-24 [18,] 2.260438e-13 3.775407e-15 3.688624e-17 2.107106e-19 7.036195e-22 [19,] 8.819143e-12 2.488467e-13 4.109250e-15 3.968246e-17 2.240268e-19 [20,] 1.792766e-10 8.542435e-12 2.383770e-13 3.891176e-15 3.713796e-17 [21,] 1.899568e-09 1.527518e-10 7.201144e-12 1.986768e-13 3.205516e-15 [22,] 1.049791e-08 1.423185e-09 1.132980e-10 5.282236e-12 1.440617e-13 [23,] 3.031330e-08 6.912690e-09 9.285677e-10 7.313529e-11 3.371193e-12 [24,] 4.640260e-08 1.755996e-08 3.967529e-09 5.274400e-10 4.108043e-11 [25,] 4.519649e-08 2.431970e-08 8.919806e-09 1.985535e-09 2.608106e-10 [26,] 7.493132e-08 2.928111e-08 1.208504e-08 4.031734e-09 8.693207e-10 [27,] 2.132517e-07 8.505463e-08 2.499706e-08 6.658583e-09 1.716041e-09 [28,] 3.954288e-07 2.506255e-07 1.026175e-07 2.680852e-08 4.958943e-09 [29,] 4.145057e-07 4.166464e-07 2.832606e-07 1.187168e-07 3.017494e-08 [30,] 2.887718e-07 3.797082e-07 4.188353e-07 2.957679e-07 1.259667e-07 [31,] 2.355238e-07 2.281878e-07 3.347453e-07 3.884093e-07 2.800416e-07 [32,] 2.927179e-07 1.887599e-07 1.788204e-07 2.744452e-07 3.265681e-07 [33,] 3.228078e-07 2.506364e-07 1.529211e-07 1.341027e-07 2.050724e-07 [34,] 2.906904e-07 2.609964e-07 2.028882e-07 1.185179e-07 9.351421e-08 [35,] 2.708732e-07 2.115682e-07 1.919927e-07 1.494452e-07 8.427611e-08 [36,] 2.152777e-07 1.765893e-07 1.376497e-07 1.260386e-07 9.799010e-08 [37,] 1.065610e-07 1.254085e-07 1.018420e-07 7.932938e-08 7.303698e-08 [38,] 3.006028e-08 5.653288e-08 6.583375e-08 5.275978e-08 4.065335e-08 [39,] 5.283133e-09 1.645009e-08 3.087626e-08 3.551008e-08 2.743963e-08 [40,] 7.997964e-10 4.295452e-09 1.371082e-08 2.595717e-08 2.936747e-08 [41,] 1.229821e-10 1.151802e-09 6.347485e-09 2.052096e-08 3.890788e-08 [42,] 1.361339e-11 2.182442e-10 2.050395e-09 1.126874e-08 3.621894e-08 [43,] 8.498636e-13 2.311587e-11 3.679336e-10 3.423736e-09 1.862273e-08 [44,] 2.806428e-14 1.291977e-12 3.478535e-11 5.474462e-10 5.035694e-09 [45,] 4.840200e-16 3.768949e-14 1.715897e-12 4.566078e-11 7.101660e-10 [46,] 4.349260e-18 5.727086e-16 4.408580e-14 1.983513e-12 5.215952e-11 [47,] 2.035134e-20 4.531407e-18 5.897694e-16 4.486398e-14 1.994688e-12 [48,] 4.958441e-23 1.866754e-20 4.107873e-18 5.283366e-16 3.971602e-14 [49,] 6.290070e-26 4.003952e-23 1.489698e-20 3.239438e-18 4.117204e-16 [50,] 4.154492e-29 4.471333e-26 2.812708e-23 1.034127e-20 2.222206e-18 [,41] [,42] [,43] [,44] [,45] [1,] 2.197107e-114 3.324702e-121 2.940522e-128 1.519991e-135 4.592275e-143 [2,] 7.791251e-107 1.993364e-113 2.980820e-120 2.605136e-127 1.330746e-134 [3,] 1.438464e-99 6.222371e-106 1.573194e-112 2.324634e-119 2.007690e-126 [4,] 1.382754e-92 1.011299e-98 4.322984e-105 1.080025e-111 1.577080e-118 [5,] 6.920337e-86 8.557357e-92 6.184731e-98 2.612455e-104 6.449797e-111 [6,] 1.803280e-79 3.770104e-85 4.606935e-91 3.290168e-97 1.373387e-103 [7,] 2.446449e-73 8.647765e-79 1.786651e-84 2.157365e-90 1.522565e-96 [8,] 1.728073e-67 1.032779e-72 3.607621e-78 7.365170e-84 8.788459e-90 [9,] 6.355149e-62 6.421681e-67 3.792620e-72 1.309118e-77 2.641108e-83 [10,] 1.216853e-56 2.078925e-61 2.075902e-66 1.211502e-71 4.132464e-77 [11,] 1.213099e-51 3.504082e-56 5.915882e-61 5.837336e-66 3.366489e-71 [12,] 6.296500e-47 3.075069e-51 8.777632e-56 1.464368e-60 1.427875e-65 [13,] 1.701562e-42 1.405014e-46 6.780791e-51 1.912631e-55 3.153179e-60 [14,] 2.394097e-38 3.342348e-42 2.727273e-46 1.300640e-50 3.625368e-55 [15,] 1.753811e-34 4.139705e-38 5.711147e-42 4.605000e-46 2.170212e-50 [16,] 6.689111e-31 2.669509e-34 6.226758e-38 8.488792e-42 6.763879e-46 [17,] 1.328313e-27 8.962703e-31 3.534647e-34 8.147181e-38 1.097576e-41 [18,] 1.373344e-24 1.566723e-27 1.044660e-30 4.071117e-34 9.272954e-38 [19,] 7.392772e-22 1.425911e-24 1.607499e-27 1.059171e-30 4.078944e-34 [20,] 2.071976e-19 6.756781e-22 1.287870e-24 1.434709e-27 9.341622e-31 [21,] 3.023532e-17 1.667000e-19 5.372047e-22 1.011829e-24 1.113890e-27 [22,] 2.297210e-15 2.141318e-17 1.166689e-19 3.715326e-22 6.915254e-25 [23,] 9.087588e-14 1.432119e-15 1.319223e-17 7.102854e-20 2.235215e-22 [24,] 1.871845e-12 4.986934e-14 7.766611e-16 7.069945e-18 3.761635e-20 [25,] 2.007806e-11 9.041927e-13 2.380673e-14 3.663938e-16 3.295950e-18 [26,] 1.123536e-10 8.539824e-12 3.799873e-13 9.886453e-15 1.503605e-16 [27,] 3.380202e-10 4.232051e-11 3.163746e-12 1.389569e-13 3.571771e-15 [28,] 8.108488e-10 1.238082e-10 1.416329e-11 1.025017e-12 4.426261e-14 [29,] 4.784644e-09 5.304454e-10 5.096137e-11 4.490466e-12 2.956515e-13 [30,] 3.199936e-08 4.871793e-09 4.589504e-10 2.978556e-11 1.634984e-12 [31,] 1.205205e-07 3.074173e-08 4.645222e-09 4.185159e-10 2.314577e-11 [32,] 2.381887e-07 1.031464e-07 2.638593e-08 3.981610e-09 3.545821e-10 [33,] 2.465489e-07 1.808763e-07 7.853832e-08 2.009815e-08 3.026803e-09 [34,] 1.379805e-07 1.660465e-07 1.220198e-07 5.296252e-08 1.352323e-08 [35,] 5.942841e-08 8.292488e-08 9.923926e-08 7.280513e-08 3.150624e-08 [36,] 5.364272e-08 3.395779e-08 4.425139e-08 5.240303e-08 3.827658e-08 [37,] 5.655178e-08 3.016626e-08 1.729090e-08 2.087139e-08 2.435907e-08 [38,] 3.722037e-08 2.857584e-08 1.488787e-08 7.798446e-09 8.670048e-09 [39,] 1.960532e-08 1.688449e-08 1.264153e-08 6.428259e-09 3.102695e-09 [40,] 2.082324e-08 1.150818e-08 7.416487e-09 4.970025e-09 2.429936e-09 [41,] 4.333755e-08 2.869505e-08 1.210088e-08 4.322663e-09 1.898091e-09 [42,] 6.807807e-08 7.485515e-08 4.824987e-08 1.847487e-08 4.536598e-09 [43,] 5.920889e-08 1.100350e-07 1.195354e-07 7.593426e-08 2.827001e-08 [44,] 2.707351e-08 8.507391e-08 1.562481e-07 1.677270e-07 1.052415e-07 [45,] 6.455618e-09 3.429867e-08 1.065069e-07 1.933034e-07 2.050516e-07 [46,] 8.016639e-10 7.201316e-09 3.780868e-08 1.160197e-07 2.080808e-07 [47,] 5.183368e-11 7.872446e-10 6.988233e-09 3.625645e-08 1.099419e-07 [48,] 1.744940e-12 4.480803e-11 6.724983e-10 5.899113e-09 3.024422e-08 [49,] 3.058403e-14 1.327846e-12 3.369463e-11 4.997281e-10 4.331787e-09 [50,] 2.790963e-16 2.048730e-14 8.789726e-13 2.204073e-11 3.230256e-10 [,46] [,47] [,48] [,49] [,50] [1,] 8.109147e-151 8.369175e-159 5.048361e-167 1.779830e-175 3.667472e-184 [2,] 3.973013e-142 6.932745e-150 7.070509e-158 4.214601e-166 1.468326e-174 [3,] 1.013442e-133 2.989934e-141 5.155663e-149 5.195983e-157 3.060632e-165 [4,] 1.345965e-125 6.713888e-133 1.957378e-140 3.335305e-148 3.321671e-156 [5,] 9.306866e-118 7.849124e-125 3.869004e-132 1.114647e-139 1.876877e-147 [6,] 3.350643e-110 4.777751e-117 3.981798e-124 1.939524e-131 5.521681e-139 [7,] 6.280416e-103 1.514123e-109 2.133508e-116 1.757064e-123 8.457486e-131 [8,] 6.129188e-96 2.498351e-102 5.952018e-109 8.287724e-116 6.744761e-123 [9,] 3.114253e-89 2.146257e-95 8.645099e-102 2.035253e-108 2.800446e-115 [10,] 8.238617e-83 9.599746e-89 6.537707e-95 2.602265e-101 6.053935e-108 [11,] 1.134749e-76 2.235542e-82 2.574104e-88 1.732326e-94 6.813865e-101 [12,] 8.137492e-71 2.710511e-76 5.276816e-82 6.004171e-88 3.992955e-94 [13,] 3.038270e-65 1.711057e-70 5.632003e-76 1.083482e-81 1.218261e-87 [14,] 5.906189e-60 5.623711e-65 3.129673e-70 1.017970e-75 1.935226e-81 [15,] 5.977713e-55 9.623394e-60 9.054862e-65 4.979614e-70 1.600552e-75 [16,] 3.149969e-50 8.573872e-55 1.363980e-59 1.268234e-64 6.892092e-70 [17,] 8.642165e-46 3.977139e-50 1.069743e-54 1.681699e-59 1.545174e-64 [18,] 1.234478e-41 9.605260e-46 4.368127e-50 1.161025e-54 1.803634e-59 [19,] 9.181008e-38 1.207796e-41 9.286611e-46 4.173315e-50 1.096139e-54 [20,] 3.555021e-34 7.907202e-38 1.027931e-41 7.810260e-46 3.468385e-50 [21,] 7.167033e-31 2.695240e-34 5.924013e-38 7.610182e-42 5.713923e-46 [22,] 7.522845e-28 4.783187e-31 1.777516e-34 3.860735e-38 4.901024e-42 [23,] 4.111212e-25 4.419593e-28 2.776871e-31 1.019741e-34 2.188689e-38 [24,] 1.169777e-22 2.126143e-25 2.258620e-28 1.402344e-31 5.088931e-35 [25,] 1.732935e-20 5.325350e-23 9.564802e-26 1.004072e-28 6.160474e-32 [26,] 1.336619e-18 6.944626e-21 2.108887e-23 3.742995e-26 3.882809e-29 [27,] 5.367742e-17 4.715187e-19 2.420904e-21 7.264741e-24 1.274160e-26 [28,] 1.122886e-15 1.667051e-17 1.446978e-19 7.341264e-22 2.176955e-24 [29,] 1.233770e-14 3.075408e-16 4.505390e-18 3.863019e-20 1.936575e-22 [30,] 8.161507e-14 3.071817e-15 7.377734e-17 1.061069e-18 8.975296e-21 [31,] 8.656393e-13 2.663303e-14 7.424993e-16 1.588219e-17 2.191635e-19 [32,] 1.874553e-11 6.033791e-13 1.287862e-14 2.194915e-16 3.380093e-18 [33,] 2.680717e-10 1.397044e-11 4.306124e-13 8.021588e-15 9.724869e-17 [34,] 2.028686e-09 1.786536e-10 9.231739e-12 2.800965e-13 5.011914e-15 [35,] 8.008701e-09 1.194488e-09 1.044595e-10 5.353462e-12 1.607484e-13 [36,] 1.647845e-08 4.162253e-09 6.162452e-10 5.345011e-11 2.714719e-12 [37,] 1.767590e-08 7.557115e-09 1.894000e-09 2.780240e-10 2.389322e-11 [38,] 9.938415e-09 7.151906e-09 3.032495e-09 7.532726e-10 1.095300e-10 [39,] 3.163569e-09 3.550813e-09 2.530560e-09 1.063051e-09 2.615009e-10 [40,] 1.086147e-09 1.011987e-09 1.109014e-09 7.818737e-10 3.251630e-10 [41,] 8.158321e-10 3.344507e-10 2.834285e-10 3.024032e-10 2.107252e-10 [42,] 9.712641e-10 2.648362e-10 9.144616e-11 6.946282e-11 7.192396e-11 [43,] 6.254852e-09 8.915231e-10 1.138555e-10 2.365057e-11 1.492802e-11 [44,] 3.861239e-08 8.303024e-09 1.061816e-09 8.810209e-11 7.611603e-12 [45,] 1.271313e-07 4.607171e-08 9.762834e-09 1.212652e-09 8.968845e-11 [46,] 2.181186e-07 1.336333e-07 4.785223e-08 1.001573e-08 1.225832e-09 [47,] 1.948506e-07 2.018367e-07 1.221966e-07 4.323935e-08 8.942616e-09 [48,] 9.062716e-08 1.587210e-07 1.624691e-07 9.720025e-08 3.398789e-08 [49,] 2.194626e-08 6.498518e-08 1.124678e-07 1.137633e-07 6.725686e-08 [50,] 2.766993e-09 1.385286e-08 4.053507e-08 6.932383e-08 6.929381e-08 > 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 23819.2 349.7 > abline(r) > box() > dev.off() null device 1 > > system("convert tmp/1iddb1226323740.ps tmp/1iddb1226323740.png") > system("convert tmp/2i8k91226323740.ps tmp/2i8k91226323740.png") > system("convert tmp/3qtjf1226323740.ps tmp/3qtjf1226323740.png") > system("convert tmp/4gdyr1226323740.ps tmp/4gdyr1226323740.png") > system("convert tmp/5ga6j1226323740.ps tmp/5ga6j1226323740.png") > system("convert tmp/629l01226323740.ps tmp/629l01226323740.png") > system("convert tmp/7dnbb1226323740.ps tmp/7dnbb1226323740.png") > > > proc.time() user system elapsed 4.206 2.279 4.490