Maren Büttner. Contributor. +
Maren Büttner. Contributor. 
@Article{,
title = {destiny: diffusion maps for large-scale single-cell data in R},
@@ -137,19 +137,19 @@ Authors
Maren Büttner. Contributor. +
Maren Büttner. Contributor.
Fabian Theis. Contributor. +
Fabian Theis. Contributor.
Carsten Marr. Contributor. +
Carsten Marr. Contributor.
Florian Büttner. Contributor. +
Florian Büttner. Contributor.
extractions, DiffusionMap methods, coercions for more methods
extractions, DiffusionMap methods, coercions for more methods
@@ -220,33 +220,31 @@#> [1] 0.9526083 0.8365505 0.7704067 0.7529517 0.6788325 0.6147356 0.5599673 -#> [8] 0.5236237 0.4489879 0.4205820 0.4128898 0.3474249 0.3171181 0.3001260 -#> [15] 0.2920855 0.2694330 0.2666624 0.2502641 0.2416076 0.2349760eigenvectors(dm)#> DC1 DC2 DC3 DC4 DC5 -#> [1,] 0.050599180 1.520386e-01 -6.533168e-02 -0.1622480187 -3.763823e-02 -#> [2,] 0.050308628 1.443503e-01 -6.044277e-02 -0.1462238755 -3.364579e-02 -#> [3,] 0.042713978 9.273382e-02 -2.730427e-02 -0.0750283429 -2.435146e-02 -#> [4,] 0.046807417 1.042527e-01 -3.789962e-02 -0.1091711573 -1.065534e-02 -#> [5,] 0.049715209 1.278690e-01 -5.608321e-02 -0.1454715532 -9.759588e-03 -#> [6,] 0.048400715 1.272830e-01 -5.256815e-02 -0.1367683300 -1.240382e-02 -#> [7,] 0.042794319 7.791882e-02 -2.804133e-02 -0.0692691687 1.252788e-02 -#> [8,] 0.049326107 1.365935e-01 -5.768856e-02 -0.1430884401 -1.709088e-02 -#> [9,] 0.051274456 1.416040e-01 -6.050170e-02 -0.1494047343 -2.883784e-02 -#> [10,] 0.046960905 1.254581e-01 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9.814169e-02 -#> [309,] 0.043647901 -5.830605e-02 1.329815e-01 -0.0813114298 -7.498289e-03 -#> [310,] 0.039475449 -6.601228e-02 -7.179973e-02 -0.0136719372 1.192647e-02 -#> [311,] 0.020645196 -8.567229e-03 -7.607889e-03 0.0280271989 1.078335e-02 -#> [312,] 0.043592119 -8.416358e-02 -8.206788e-02 -0.0131651585 -8.108920e-03 -#> [313,] -0.061546285 9.779881e-05 -5.680184e-04 -0.0017439253 -1.521871e-02 -#> [314,] -0.067496592 -7.621495e-04 -1.967950e-03 -0.0069673556 -3.162386e-02 -#> [315,] -0.072339230 -5.855954e-04 -2.370351e-03 -0.0082336908 -6.623237e-02 -#> [316,] -0.068642230 -2.455193e-03 -3.919399e-03 -0.0142510576 3.032831e-02 -#> [317,] -0.069333110 -3.499399e-03 -4.844573e-03 -0.0178774446 8.001625e-02 -#> [318,] -0.070457284 -2.178394e-03 -3.871546e-03 -0.0142189328 1.181967e-02 -#> [319,] -0.067124773 -1.676333e-03 -2.785897e-03 -0.0098947841 3.241510e-03 -#> [320,] -0.064515812 -2.195343e-03 -2.797682e-03 -0.0101182219 3.440673e-02 -#> [321,] -0.066538695 -2.908323e-04 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0.027039399 -4.579043e-02 -4.555648e-02 -0.0112894562 3.714895e-02 -#> [335,] -0.070230346 -2.806315e-03 -4.497136e-03 -0.0166832761 4.396683e-02 -#> [336,] -0.070691041 -2.119090e-03 -3.826686e-03 -0.0140339957 9.873612e-03 -#> [337,] -0.066211418 -4.466113e-03 -5.184063e-03 -0.0186348017 1.153761e-01 -#> [338,] -0.068015770 -3.390934e-03 -4.482809e-03 -0.0163963589 7.566750e-02 -#> [339,] -0.067967945 -1.733155e-03 -2.772310e-03 -0.0101875917 9.496512e-03 -#> [340,] -0.070523044 -3.142929e-04 -2.093507e-03 -0.0070611952 -7.019007e-02 -#> [341,] -0.072839678 -4.361338e-04 -2.575988e-03 -0.0088874159 -9.035274e-02 -#> [342,] -0.058298828 1.549209e-03 2.029653e-03 0.0059562732 -7.142770e-02 -#> [343,] -0.064632010 -3.794906e-03 -4.360829e-03 -0.0155858870 8.516929e-02 -#> [344,] -0.063788199 -4.363809e-03 -4.551994e-03 -0.0156091091 1.095901e-01 -#> [345,] -0.066908744 -2.916273e-03 -3.517904e-03 -0.0130464313 6.323473e-02 -#> [346,] -0.066222604 -4.034628e-03 -4.522835e-03 -0.0161174558 1.041313e-01 -#> [347,] 0.045088691 -9.881271e-02 -1.219694e-01 -0.0107882225 -6.161715e-03 -#> [348,] -0.067059791 -2.573601e-03 -3.384312e-03 -0.0121909903 4.607669e-02 -#> [349,] -0.071629143 -1.098935e-03 -2.903643e-03 -0.0103094913 -3.636241e-02 -#> [350,] -0.071461336 -1.766649e-03 -3.473094e-03 -0.0125940801 -8.154650e-03 -#> [351,] 0.043571283 -9.280693e-02 -1.101768e-01 -0.0100199804 -1.007692e-02 -#> [352,] 0.046466112 -8.012390e-02 1.840565e-01 -0.1225541807 -3.628687e-03 -#> [353,] 0.047052955 -7.768563e-02 1.731429e-01 -0.1174229532 -2.276545e-03 -#> [354,] 0.041808235 -7.572467e-02 -6.495042e-02 -0.0196258649 -6.407167e-04 -#> [355,] 0.039723224 -6.589861e-02 -7.336449e-03 -0.0403189293 1.549561e-02 -#> [356,] 0.039477662 -7.304153e-02 -5.316850e-02 -0.0252855167 1.074136e-02 -#> [357,] 0.044231974 -8.966485e-02 -9.600854e-02 -0.0146886715 -3.042937e-03 -#> [358,] -0.072612401 -3.952963e-04 -2.389797e-03 -0.0081140236 -7.872237e-02 -#> [359,] 0.042884293 -7.750911e-02 -7.170316e-02 -0.0049768667 -1.397433e-02 -#> [360,] -0.070505913 -9.465118e-04 -2.667059e-03 -0.0092393713 -4.251964e-02 -#> [361,] 0.040377423 -5.866593e-02 3.658438e-02 -0.0411724618 5.366104e-03 -#> [362,] 0.047365795 -8.048430e-02 1.847415e-01 -0.1256676508 -2.001248e-03 -#> [363,] -0.065802912 -3.975004e-03 -4.821596e-03 -0.0173798617 1.001842e-01 -#> [364,] -0.068360682 -3.530595e-03 -4.996730e-03 -0.0182904937 8.149461e-02 -#> [365,] -0.069192971 -3.837754e-03 -5.072944e-03 -0.0185044520 9.437613e-02 -#> [366,] -0.069078809 -2.136077e-03 -3.589794e-03 -0.0128371029 2.327936e-02 -#> [367,] -0.060554366 -9.841627e-04 -2.295421e-03 -0.0059007410 -9.274167e-03 -#> [368,] -0.066035445 -2.123114e-03 -3.032896e-03 -0.0109256344 2.941061e-02 -#> [369,] -0.072307966 1.797467e-04 -1.711076e-03 -0.0053160600 -1.009699e-01 -#> [370,] -0.070236574 -3.935308e-03 -5.407285e-03 -0.0198529066 9.746599e-02 -#> [371,] -0.070507345 -3.420433e-03 -4.632098e-03 -0.0170567556 7.775143e-02 -#> [372,] -0.068690118 -3.030712e-03 -4.235704e-03 -0.0151848309 5.580650e-02 -#> [373,] -0.066840318 -3.026767e-03 -4.023521e-03 -0.0144384214 6.002330e-02 -#> [374,] -0.066943003 -3.007054e-03 -3.923011e-03 -0.0142088894 6.484492e-02 -#> [375,] -0.066497682 -2.329315e-03 -3.373019e-03 -0.0125286832 3.515683e-02 -#> [376,] -0.068935001 3.086191e-04 -1.322490e-03 -0.0039554636 -8.427935e-02 -#> [377,] 0.045796593 -9.602923e-02 -1.135344e-01 -0.0039767354 -1.870367e-02 -#> [378,] -0.070090652 -8.954872e-04 -2.594707e-03 -0.0090117400 -4.596492e-02 -#> [379,] 0.040737153 -7.413474e-02 -7.033245e-02 -0.0181947660 4.621271e-03 -#> [380,] -0.070634827 -3.862326e-03 -5.259877e-03 -0.0192422721 9.318106e-02 -#> [381,] 0.044411659 -9.606525e-02 -1.135909e-01 -0.0137905344 -4.420664e-03 -#> [382,] -0.065039007 -3.899285e-03 -4.775463e-03 -0.0171917692 9.333658e-02 -#> [383,] 0.044227335 -6.601726e-02 1.345415e-01 -0.0849892156 -8.688554e-03 -#> [384,] -0.070626882 -1.064694e-03 -2.801325e-03 -0.0098677818 -2.993949e-02 -#> [385,] -0.072200891 -1.886278e-05 -2.052283e-03 -0.0067885612 -1.032423e-01 -#> [386,] 0.043679038 -8.268274e-02 -8.922864e-02 0.0019712638 -2.301045e-02 -#> [387,] -0.073524670 -2.564302e-04 -2.318348e-03 -0.0078504953 -9.630252e-02 -#> [388,] -0.070282625 -3.659161e-03 -5.141159e-03 -0.0188395357 8.323908e-02 -#> [389,] -0.060613863 -1.155722e-03 -3.668807e-04 -0.0060473112 2.396687e-04 -#> [390,] -0.061929508 -5.482432e-03 -5.452331e-03 -0.0180976059 1.307028e-01 -#> [391,] -0.058093238 -5.516700e-03 -4.942388e-03 -0.0152803177 1.124759e-01 -#> [392,] 0.044631804 -9.956459e-02 -1.223059e-01 -0.0104592629 -9.978677e-03 -#> [393,] 0.043645186 -9.510617e-02 -1.182431e-01 -0.0034568606 -1.911637e-02 -#> [394,] -0.069678924 -5.270110e-04 -2.219759e-03 -0.0075694017 -5.778599e-02 -#> [395,] 0.046029854 -9.742043e-02 -1.177535e-01 -0.0037603617 -2.013746e-02 -#> [396,] 0.043987114 -9.493976e-02 -1.136330e-01 -0.0087209749 -7.504549e-03 -#> [397,] 0.044685066 -9.937442e-02 -1.203070e-01 -0.0161624999 1.443412e-04 -#> [398,] 0.047145101 -7.772529e-02 1.771159e-01 -0.1161124361 -3.245003e-03 -#> [399,] 0.044837620 -9.971774e-02 -1.216331e-01 -0.0131823353 -1.874343e-03 -#> [400,] 0.044606008 -1.003975e-01 -1.219963e-01 -0.0122197800 -7.678850e-03 -#> [401,] -0.061823041 -3.173728e-03 -4.174501e-03 -0.0152897625 7.842611e-02 -#> [402,] -0.071851081 -1.084455e-03 -3.039051e-03 -0.0107469279 -4.270107e-02 -#> [403,] -0.071561253 -1.239403e-03 -3.230555e-03 -0.0115165590 -3.764994e-02 -#> [404,] -0.069355341 -7.665508e-04 -2.541749e-03 -0.0090218888 -3.864209e-02 -#> [405,] -0.033800118 -9.054797e-03 -5.365575e-03 -0.0095716306 1.055297e-01 -#> [406,] 0.003025556 -1.411839e-02 -3.973259e-03 -0.0150505605 7.910867e-02 -#> [407,] 0.045191964 -9.608282e-02 -1.069320e-01 -0.0140030805 -6.422649e-03 -#> [408,] 0.047473934 -7.409340e-02 1.737964e-01 -0.1084945596 -7.633836e-03 -#> [409,] 0.047675181 -7.723004e-02 1.838250e-01 -0.1161843273 -7.389580e-03 -#> [410,] 0.045877773 -6.660935e-02 1.602974e-01 -0.0969587403 -1.147980e-02 -#> [411,] 0.044962649 -6.365950e-02 1.499504e-01 -0.0900025998 -1.425467e-02 -#> [412,] 0.040028280 -4.385892e-02 1.162153e-01 -0.0557731508 -1.259279e-02 -#> [413,] 0.043789769 -8.836510e-02 -1.065721e-01 -0.0031348273 -1.833034e-02 -#> [414,] 0.043291572 -6.563771e-02 1.502876e-01 -0.0921957804 -5.383746e-03 -#> [415,] 0.028072342 -3.935828e-02 -2.478436e-02 -0.0204901002 4.418924e-02 -#> [416,] 0.045800379 -1.032090e-01 -1.255245e-01 -0.0151096496 -3.216358e-03 -#> [417,] 0.048257623 -8.322779e-02 1.891420e-01 -0.1273052476 -2.858712e-03 -#> [418,] 0.043588728 -9.069594e-02 -1.077013e-01 -0.0136235831 7.443819e-04 -#> [419,] 0.044329643 -9.267146e-02 -1.007804e-01 -0.0135623165 -7.187785e-03 -#> [420,] 0.043955483 -9.358426e-02 -1.145463e-01 -0.0047647415 -1.304333e-02 -#> [421,] 0.044587684 -8.370388e-02 -1.032665e-01 -0.0042368428 -1.521284e-02 -#> [422,] 0.041524132 -3.875354e-02 4.737275e-02 -0.0355260651 -1.062291e-02 -#> [423,] 0.040406389 -8.327352e-02 -9.608984e-02 -0.0108417241 8.095606e-04 -#> [424,] -0.060001575 -4.837725e-03 -4.304931e-03 -0.0149547829 1.205414e-01 -#> [425,] -0.066290992 -2.970948e-03 -3.676425e-03 -0.0134218660 6.521591e-02 -#> [426,] -0.065863174 -4.068723e-03 -4.950307e-03 -0.0175380573 9.685176e-02 -#> [427,] -0.062216956 -4.836677e-03 -4.817506e-03 -0.0162531292 1.212774e-01 -#> [428,] -0.065394597 -3.774457e-03 -4.198361e-03 -0.0150699729 9.042877e-02 -#> DC6 DC7 DC8 DC9 DC10 -#> [1,] 9.659917e-02 0.0952997240 -1.459371e-01 -1.151429e-01 -2.239529e-02 -#> [2,] 8.470803e-02 0.0846053187 -1.123232e-01 -1.153786e-01 -2.386465e-02 -#> [3,] 6.690821e-02 0.0560228622 -4.100014e-02 -1.072142e-01 -2.789410e-02 -#> [4,] 1.266674e-02 -0.0097598604 -5.887314e-02 7.936427e-02 2.560541e-02 -#> [5,] -3.177319e-03 -0.0391264621 -9.264977e-02 2.361356e-01 6.652627e-02 -#> [6,] 6.634687e-03 -0.0232847970 -7.825791e-02 1.736208e-01 5.623755e-02 -#> [7,] -5.990142e-02 -0.0813110729 3.018755e-02 1.412703e-01 1.936930e-02 -#> [8,] 2.268821e-02 -0.0011536406 -8.330237e-02 1.106199e-01 3.774369e-02 -#> [9,] 6.584898e-02 0.0527772960 -1.144875e-01 -1.542781e-02 6.433067e-03 -#> [10,] 9.247896e-02 0.1142315442 -2.856744e-02 -2.380991e-01 -7.172564e-02 -#> [11,] 9.318866e-02 0.1071813815 -5.124262e-02 -2.269291e-01 -6.540225e-02 -#> [12,] 1.052386e-01 0.1118350538 -1.110827e-01 -2.027227e-01 -5.276399e-02 -#> [13,] 2.159539e-02 -0.0059766716 -1.014616e-01 1.400074e-01 4.342655e-02 -#> [14,] -9.323742e-04 -0.0364939812 -9.142234e-02 2.280654e-01 6.531373e-02 -#> [15,] 2.195683e-02 -0.0118494394 -1.177304e-01 1.979823e-01 6.479404e-02 -#> [16,] -3.567663e-02 -0.0581475585 1.996767e-02 1.181552e-01 2.503022e-02 -#> [17,] 1.522886e-03 -0.0170742050 -2.510049e-02 7.883536e-02 2.447477e-02 -#> [18,] 6.056605e-02 0.0465343567 -1.185166e-01 1.266530e-02 1.457537e-02 -#> [19,] 9.020982e-02 0.0993995716 -7.976497e-02 -1.748503e-01 -4.365342e-02 -#> [20,] 2.424005e-03 0.0091241497 6.630432e-02 -6.588924e-02 -1.411478e-02 -#> [21,] -4.238388e-02 -0.0452483005 9.110366e-02 7.231634e-03 1.699584e-03 -#> [22,] -7.129885e-02 -0.0797550165 8.800567e-02 3.816955e-02 4.659845e-03 -#> [23,] -8.881068e-02 -0.1079551598 9.781395e-02 9.770893e-02 8.565103e-03 -#> [24,] -5.009573e-02 -0.0656136545 6.064361e-02 7.910548e-02 1.905824e-02 -#> [25,] -8.315158e-02 -0.0931929229 5.543766e-02 9.855996e-02 -3.874577e-03 -#> [26,] -7.173167e-02 -0.0820866176 9.191838e-02 4.775081e-02 5.924645e-03 -#> [27,] -1.020788e-02 0.0006969580 1.169500e-01 -7.471549e-02 -1.927051e-02 -#> [28,] 2.776836e-02 0.0572829778 1.282277e-01 -1.481700e-01 -4.918818e-02 -#> [29,] -2.794349e-02 -0.0212658314 1.110762e-01 -3.741784e-02 -9.450949e-03 -#> [30,] 7.474287e-03 0.0272288933 1.166344e-01 -8.773537e-02 -2.303388e-02 -#> [31,] -9.114858e-02 -0.0961935252 7.309782e-02 4.926722e-02 -5.257241e-03 -#> [32,] -9.320539e-02 -0.1095629897 9.460926e-02 8.766694e-02 -2.102102e-04 -#> [33,] -6.809745e-02 -0.0809980121 9.320692e-02 5.722120e-02 9.263479e-03 -#> [34,] -8.616335e-02 -0.0926085160 8.446203e-02 4.086701e-02 4.903623e-03 -#> [35,] -5.966100e-02 -0.0627203075 7.505223e-02 1.935002e-02 -2.797967e-03 -#> [36,] -1.370897e-02 -0.0212057130 8.676739e-02 -3.137627e-02 -1.953097e-03 -#> [37,] 3.402803e-02 0.0683730114 1.163330e-01 -1.402393e-01 -4.868165e-02 -#> [38,] -1.863956e-05 0.0211448509 1.235706e-01 -8.260199e-02 -2.058492e-02 -#> [39,] 3.833532e-02 0.0631274995 8.614933e-02 -1.623106e-01 -4.844883e-02 -#> [40,] -7.054558e-02 -0.0824406427 9.408054e-02 4.673258e-02 8.220573e-03 -#> [41,] -8.703058e-02 -0.0962001108 9.381004e-02 5.115983e-02 1.738197e-03 -#> [42,] -4.345854e-02 -0.0473965183 9.098411e-02 5.549282e-04 4.954083e-03 -#> [43,] -9.076436e-02 -0.0759235403 1.081465e-02 1.454367e-02 -8.095689e-02 -#> [44,] -7.085584e-02 -0.0594368514 1.455678e-02 -2.111047e-02 1.176877e-02 -#> [45,] -1.947376e-02 -0.0022202335 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2.535843e-03 -3.641645e-02 -#> [173,] 4.205896e-02 -0.0134213810 -2.500770e-04 -1.821253e-03 5.229648e-02 -#> [174,] 6.753283e-03 0.0017461739 1.630833e-03 -2.063206e-03 3.721644e-04 -#> [175,] 1.127052e-01 -0.1125067564 -1.368022e-02 -1.082694e-02 -3.071491e-02 -#> [176,] 6.447385e-02 -0.0689252070 -1.547055e-02 -1.237154e-02 -1.511514e-02 -#> [177,] 3.262164e-02 -0.0023807284 1.750284e-02 -1.419902e-03 7.344307e-02 -#> [178,] 8.833543e-02 -0.0852034542 -9.798519e-03 -1.053906e-02 -2.299293e-02 -#> [179,] 1.424976e-01 -0.1058458709 -4.579063e-04 9.396216e-03 1.102919e-02 -#> [180,] 1.231267e-01 -0.0701221445 9.583892e-03 1.251357e-02 5.534381e-02 -#> [181,] 1.450560e-01 -0.1154817515 -1.449036e-03 5.622890e-03 -4.603273e-03 -#> [182,] -3.654942e-02 -0.0153283296 -1.331045e-02 7.356360e-03 -4.752853e-02 -#> [183,] 8.251773e-03 0.0029498368 -3.526396e-02 4.457254e-03 -6.130989e-02 -#> [184,] -1.339027e-03 0.0008102647 -2.451714e-02 5.566986e-03 -4.348622e-02 -#> [185,] 5.452522e-02 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1.311627e-02 -#> [198,] -4.158503e-02 -0.0189600554 -1.112911e-02 1.957392e-03 -4.297735e-02 -#> [199,] -2.156675e-02 -0.0054141643 -2.162020e-02 1.554916e-02 -5.744008e-02 -#> [200,] -2.109207e-02 -0.0116289706 -3.905677e-03 -7.261212e-03 -8.653237e-03 -#> [201,] 1.120231e-03 0.0016550124 -2.461707e-02 5.136776e-03 -4.792967e-02 -#> [202,] 1.060089e-02 0.0043165415 -8.811674e-03 2.341210e-03 -2.223067e-02 -#> [203,] 6.241666e-02 -0.0773955762 -1.858172e-02 -1.647772e-02 -3.148917e-02 -#> [204,] 7.956436e-02 -0.0794179033 -1.414423e-02 -7.710860e-03 -2.384971e-02 -#> [205,] 1.613324e-01 -0.1340801570 -5.706656e-03 7.149017e-03 -1.382444e-02 -#> [206,] -3.609643e-02 -0.0065447045 -2.221965e-02 3.299915e-02 -8.622353e-02 -#> [207,] -2.466179e-02 -0.0131952549 -4.593785e-03 -6.849544e-03 -1.047359e-02 -#> [208,] 1.622391e-01 -0.1173440679 -6.652189e-04 1.804443e-02 -8.248250e-03 -#> [209,] 9.830710e-04 0.0048669693 -8.825412e-04 -5.119858e-03 8.342259e-04 -#> [210,] -2.769360e-02 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2.298881e-02 -#> [286,] -1.331756e-02 -0.0079900347 -1.938182e-03 -5.976998e-03 -5.752181e-03 -#> [287,] -2.729658e-02 -0.0162272926 2.421098e-03 -1.492287e-02 9.656483e-03 -#> [288,] 2.374341e-03 -0.0025513833 1.773546e-02 -1.356980e-02 4.382561e-02 -#> [289,] 1.297950e-02 0.0041863106 1.591619e-02 -4.288669e-03 3.194119e-02 -#> [290,] -4.754319e-02 -0.0084235934 -1.631592e-02 1.437000e-04 -1.423300e-01 -#> [291,] -4.160864e-02 0.0207955255 6.138841e-03 2.869790e-03 -7.575896e-03 -#> [292,] -6.941555e-02 0.0835320690 1.161384e-02 3.554976e-03 1.854157e-02 -#> [293,] 2.998859e-02 0.0137051999 1.891244e-03 1.149551e-02 -2.766246e-02 -#> [294,] 1.058921e-02 0.0054366988 -1.982945e-02 6.921946e-03 -4.223356e-02 -#> [295,] 4.387433e-02 0.0132330538 2.363093e-02 2.919564e-03 1.440108e-01 -#> [296,] -2.744882e-02 -0.0178271388 8.594114e-03 -2.186832e-02 2.974865e-02 -#> [297,] -1.112010e-02 -0.0107914322 1.940345e-02 -2.407204e-02 5.928005e-02 -#> [298,] -5.509578e-03 -0.0066873175 1.758648e-02 -1.767332e-02 4.992054e-02 -#> [299,] 3.501549e-02 0.0155224404 5.856479e-03 2.064698e-02 -4.999682e-02 -#> [300,] 3.745469e-02 0.0170565050 2.975370e-02 9.070296e-03 3.515830e-02 -#> [301,] 3.778305e-02 0.0175123423 2.254298e-02 1.157607e-02 1.486446e-02 -#> [302,] 2.345963e-02 0.0103442507 6.275654e-03 7.325694e-03 -1.185122e-02 -#> [303,] 2.666743e-02 0.0101674733 -3.955502e-05 1.780521e-02 -5.701021e-02 -#> [304,] -3.682998e-02 -0.0228695938 6.239978e-03 -2.410878e-02 2.370755e-02 -#> [305,] -3.373551e-02 -0.0208247120 5.431300e-03 -2.156132e-02 2.034606e-02 -#> [306,] -1.427396e-02 -0.0118148269 1.529462e-02 -2.233384e-02 4.877707e-02 -#> [307,] -2.630177e-03 -0.0050410426 1.577652e-02 -1.489844e-02 4.060200e-02 -#> [308,] 3.542228e-02 0.0165043967 1.007596e-02 1.300570e-02 -1.466926e-02 -#> [309,] -1.790461e-02 0.0333477956 8.115935e-03 2.025360e-03 2.016783e-02 -#> [310,] -5.329107e-02 0.0027897342 -1.202392e-02 1.547934e-03 -1.192893e-01 -#> [311,] -6.791181e-03 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[324,] 5.847869e-02 -0.0198851165 1.032498e-02 7.841365e-04 8.514713e-02 -#> [325,] -2.385818e-02 -0.0047683655 -2.270306e-02 -9.146100e-03 -6.386253e-02 -#> [326,] 2.212773e-02 0.0086405293 2.057503e-02 -9.868687e-04 3.014582e-02 -#> [327,] 5.894221e-03 -0.0004747107 1.850030e-02 -1.077575e-02 4.003389e-02 -#> [328,] 3.145206e-02 0.0141559477 1.437867e-02 7.910100e-03 4.938963e-03 -#> [329,] 1.462408e-02 0.0041202495 2.339334e-02 -7.820270e-03 4.787462e-02 -#> [330,] -9.164160e-03 -0.0069533602 7.878089e-03 -1.090229e-02 2.026208e-02 -#> [331,] -3.629088e-02 -0.0128544948 -1.410978e-02 1.210172e-02 -5.319020e-02 -#> [332,] -3.416282e-02 -0.0204905794 2.243234e-03 -1.889546e-02 1.100373e-02 -#> [333,] 3.113189e-02 0.0049363330 1.507112e-02 -4.966762e-03 6.301024e-02 -#> [334,] -6.355271e-02 -0.0137775661 -1.984765e-02 1.910789e-03 -1.426635e-01 -#> [335,] 2.132226e-02 0.0076984567 2.854985e-02 -4.578695e-03 5.417224e-02 -#> [336,] 8.170244e-03 0.0004789239 2.158068e-02 -1.150312e-02 4.796782e-02 -#> [337,] 4.157462e-02 0.0195392919 2.268699e-02 1.639517e-02 2.184380e-03 -#> [338,] 2.995090e-02 0.0130938323 2.112662e-02 5.362930e-03 2.275445e-02 -#> [339,] 6.185070e-03 0.0012248267 4.986545e-03 -2.738634e-03 3.349161e-03 -#> [340,] -2.152209e-02 -0.0139279329 7.859549e-03 -1.680479e-02 2.399598e-02 -#> [341,] -3.018570e-02 -0.0215382760 1.431537e-02 -3.224112e-02 5.236738e-02 -#> [342,] -1.677632e-02 -0.0059812952 -1.429310e-02 1.039772e-02 -3.417230e-02 -#> [343,] 3.144056e-02 0.0140859124 1.682454e-02 8.456687e-03 9.778132e-03 -#> [344,] 3.575740e-02 0.0166464583 9.700577e-03 1.571618e-02 -2.250568e-02 -#> [345,] 2.368077e-02 0.0102452534 7.193001e-03 5.160776e-03 -3.735015e-03 -#> [346,] 3.666690e-02 0.0172290749 1.295786e-02 1.383682e-02 -9.409481e-03 -#> [347,] -3.300010e-02 0.0481900392 2.541379e-03 2.494120e-03 -1.233240e-02 -#> [348,] 1.814083e-02 0.0074397137 8.232947e-03 2.319605e-03 3.773527e-03 -#> [349,] -8.957634e-03 -0.0081266375 1.631182e-02 -1.722378e-02 4.821731e-02 -#> [350,] 1.180515e-03 -0.0032186448 1.917158e-02 -1.452797e-02 4.930892e-02 -#> [351,] -1.411170e-02 0.0370538067 6.785360e-03 1.793317e-03 1.177111e-02 -#> [352,] -8.621051e-02 0.1297429615 2.265457e-02 1.049751e-02 3.958715e-02 -#> [353,] -8.050484e-02 0.1102196568 1.935658e-02 9.923749e-03 2.295612e-02 -#> [354,] -2.476212e-02 0.0087812342 -3.823292e-03 7.089698e-04 -7.611079e-02 -#> [355,] -6.093021e-02 0.0109704897 -1.021731e-02 5.038444e-03 -1.356551e-01 -#> [356,] -5.118165e-02 0.0063062052 -1.316886e-02 2.017778e-03 -1.538069e-01 -#> [357,] -2.753530e-02 0.0215337508 -2.191771e-03 2.814311e-04 -6.792133e-02 -#> [358,] -2.518157e-02 -0.0172927816 1.286677e-02 -2.545990e-02 4.814887e-02 -#> [359,] 2.178776e-02 0.0065913392 7.703368e-03 -1.055900e-03 5.573237e-02 -#> [360,] -1.170132e-02 -0.0092883968 1.379237e-02 -1.690198e-02 4.242221e-02 -#> [361,] -3.135756e-02 0.0016100072 -1.167619e-02 -6.590961e-03 -6.809799e-02 -#> [362,] -9.426804e-02 0.1326878341 2.428175e-02 1.269035e-02 3.428721e-02 -#> [363,] 3.723906e-02 0.0173574646 2.384295e-02 1.135110e-02 2.176254e-02 -#> [364,] 3.323196e-02 0.0147575409 3.279567e-02 4.711681e-03 5.406086e-02 -#> [365,] 3.728410e-02 0.0172017319 2.983569e-02 8.650258e-03 4.143737e-02 -#> [366,] 1.161444e-02 0.0034253510 2.071856e-02 -7.091721e-03 4.965825e-02 -#> [367,] -1.244043e-03 -0.0007403879 8.440382e-03 -5.502025e-03 2.633794e-02 -#> [368,] 1.239446e-02 0.0043657138 1.248813e-02 -3.537190e-03 3.030185e-02 -#> [369,] -3.355063e-02 -0.0205244864 4.764972e-03 -2.152316e-02 2.104613e-02 -#> [370,] 4.006734e-02 0.0185584985 3.603292e-02 8.687334e-03 5.430211e-02 -#> [371,] 3.126385e-02 0.0138763289 2.445320e-02 5.121168e-03 3.485321e-02 -#> [372,] 2.297209e-02 0.0092813631 2.120800e-02 -9.496387e-05 3.602883e-02 -#> [373,] 2.310647e-02 0.0096449054 1.816739e-02 2.022594e-03 2.678907e-02 -#> [374,] 2.471509e-02 0.0106605225 1.751596e-02 2.653616e-03 2.835193e-02 -#> [375,] 1.554020e-02 0.0056182546 1.812983e-02 -2.947479e-03 3.921101e-02 -#> [376,] -2.699809e-02 -0.0155017084 2.931540e-03 -1.554724e-02 1.706588e-02 -#> [377,] 1.478181e-02 0.0406513983 1.861329e-02 4.242461e-03 1.480842e-01 -#> [378,] -1.325894e-02 -0.0103647217 1.259709e-02 -1.828810e-02 4.087333e-02 -#> [379,] -3.915117e-02 0.0084862792 -8.242481e-03 1.580546e-03 -1.079455e-01 -#> [380,] 3.777161e-02 0.0172496082 3.246980e-02 8.045787e-03 4.548584e-02 -#> [381,] -3.394936e-02 0.0384951511 -5.360360e-04 2.363594e-03 -5.589545e-02 -#> [382,] 3.158797e-02 0.0135938143 2.493321e-02 8.264236e-03 2.632934e-02 -#> [383,] -2.153779e-02 0.0475563495 1.246648e-02 3.520377e-03 2.304370e-02 -#> [384,] -6.888568e-03 -0.0065014705 1.576278e-02 -1.515391e-02 4.713838e-02 -#> [385,] -3.498278e-02 -0.0230360023 9.474762e-03 -2.921767e-02 3.877116e-02 -#> [386,] 4.537572e-02 0.0184471155 2.218282e-02 6.395535e-03 1.692456e-01 -#> [387,] -3.244739e-02 -0.0222083201 1.143938e-02 -3.044775e-02 4.485273e-02 -#> [388,] 3.429697e-02 0.0151851242 3.361509e-02 4.690350e-03 5.496310e-02 -#> [389,] 4.434951e-03 0.0003600106 2.997921e-03 -1.506607e-03 9.271792e-03 -#> [390,] 4.074763e-02 0.0191917585 1.515352e-02 2.133328e-02 -2.923133e-02 -#> [391,] 2.954601e-02 0.0130619247 1.083729e-02 1.286704e-02 -1.505178e-02 -#> [392,] -2.360771e-02 0.0517263143 8.174851e-03 4.552677e-03 2.563595e-02 -#> [393,] 1.049215e-02 0.0517600000 2.095674e-02 7.433931e-03 1.678736e-01 -#> [394,] -1.739628e-02 -0.0120324271 9.888925e-03 -1.817051e-02 3.533308e-02 -#> [395,] 1.677607e-02 0.0453975708 2.290562e-02 5.828771e-03 1.765228e-01 -#> [396,] -2.241429e-02 0.0415641788 6.215081e-04 8.092581e-04 4.412779e-03 -#> [397,] -5.324221e-02 0.0473815011 -4.248768e-03 4.727170e-03 -9.844857e-02 -#> [398,] -7.474561e-02 0.1059459684 1.768888e-02 6.888673e-03 2.829723e-02 -#> [399,] -4.731517e-02 0.0482165235 -4.358413e-03 2.145058e-03 -7.428907e-02 -#> [400,] -3.078564e-02 0.0518125883 4.468157e-03 4.186235e-03 -3.601731e-03 -#> [401,] 2.670031e-02 0.0115145584 2.394082e-02 4.670826e-03 3.611392e-02 -#> [402,] -1.173246e-02 -0.0103675951 1.899181e-02 -2.209779e-02 6.033982e-02 -#> [403,] -9.701229e-03 -0.0096492845 2.152013e-02 -2.282873e-02 6.689233e-02 -#> [404,] -1.009822e-02 -0.0082451884 1.575633e-02 -1.708519e-02 5.075553e-02 -#> [405,] -1.582890e-03 -0.0036565705 -1.344830e-02 7.942889e-03 -7.199567e-02 -#> [406,] -5.589295e-02 -0.0338817346 -2.080817e-02 1.058644e-02 -1.380205e-01 -#> [407,] -2.485563e-02 0.0328289426 9.293606e-04 1.410832e-03 -3.946986e-02 -#> [408,] -5.201950e-02 0.0914414046 1.800099e-02 5.830614e-03 4.527502e-02 -#> [409,] -6.102146e-02 0.1054171690 2.058900e-02 7.519684e-03 5.216625e-02 -#> [410,] -2.461773e-02 0.0663403311 1.942358e-02 6.097747e-03 5.281794e-02 -#> [411,] -6.841126e-03 0.0522183429 1.755813e-02 6.274553e-03 5.196324e-02 -#> [412,] 8.491530e-03 0.0309333291 1.038377e-02 4.152309e-03 3.584645e-02 -#> [413,] 1.539942e-02 0.0410098202 2.077547e-02 4.739428e-03 1.527743e-01 -#> [414,] -4.482144e-02 0.0755793947 1.307715e-02 3.739639e-03 3.748421e-02 -#> [415,] -7.853876e-02 -0.0274143175 -2.158667e-02 8.645019e-03 -1.794681e-01 -#> [416,] -4.653998e-02 0.0502455915 -1.971380e-03 4.031450e-03 -7.719435e-02 -#> [417,] -9.173081e-02 0.1334862152 2.304560e-02 1.118046e-02 3.576355e-02 -#> [418,] -4.723455e-02 0.0355938159 -3.721737e-03 2.626818e-03 -8.341832e-02 -#> [419,] -1.830953e-02 0.0269922569 1.485555e-03 8.651122e-04 -3.117580e-02 -#> [420,] -6.809800e-03 0.0460600958 9.775764e-03 3.895037e-03 7.374292e-02 -#> [421,] 7.577141e-03 0.0341688119 2.038591e-02 5.130434e-04 1.022069e-01 -#> [422,] 2.640695e-02 -0.0165958500 5.861373e-03 -1.527058e-03 1.102750e-02 -#> [423,] -3.866455e-02 0.0313944707 -7.545926e-03 -3.470759e-04 -6.200389e-02 -#> [424,] 3.414953e-02 0.0153693876 6.360334e-03 1.599017e-02 -2.823111e-02 -#> [425,] 2.436490e-02 0.0106756904 1.032024e-02 5.481098e-03 3.111938e-03 -#> [426,] 3.593675e-02 0.0164838923 2.491427e-02 1.039414e-02 2.362295e-02 -#> [427,] 3.856395e-02 0.0180900081 1.045386e-02 1.819998e-02 -2.645362e-02 -#> [428,] 3.146365e-02 0.0142846110 1.220781e-02 1.064490e-02 -4.363656e-03 -#> DC11 DC12 DC13 DC14 DC15 -#> [1,] -2.282981e-02 5.366894e-02 -8.367089e-02 -1.825225e-02 0.0240257328 -#> [2,] -1.442654e-02 4.997586e-02 -8.068370e-02 -2.222860e-02 0.0275358114 -#> [3,] -4.028564e-03 4.259017e-02 -7.089824e-02 -2.847643e-02 0.0194487467 -#> [4,] -9.890891e-03 -2.945480e-02 4.919198e-02 1.673179e-02 -0.0056910856 -#> [5,] -2.119944e-02 -9.470900e-02 1.708650e-01 7.116641e-02 -0.0680745266 -#> [6,] -1.240439e-02 -7.116739e-02 1.257984e-01 4.143978e-02 -0.0443115475 -#> [7,] 5.154707e-03 -9.899769e-03 -1.654819e-02 -6.818074e-03 0.0038438542 -#> [8,] -1.055396e-02 -4.205812e-02 7.094249e-02 2.054115e-02 -0.0228129410 -#> [9,] -1.687080e-02 5.755909e-03 4.113807e-05 6.963713e-03 -0.0013935008 -#> [10,] 2.152332e-03 8.353063e-02 -1.376566e-01 -4.056589e-02 0.0392478134 -#> [11,] -1.498383e-03 9.163523e-02 -1.575889e-01 -5.110962e-02 0.0487905328 -#> [12,] -1.389588e-02 9.260405e-02 -1.580048e-01 -4.831035e-02 0.0470892129 -#> [13,] -2.064390e-02 -5.952917e-02 1.113642e-01 4.850487e-02 -0.0383368470 -#> [14,] -1.995521e-02 -9.161005e-02 1.638320e-01 6.657521e-02 -0.0642876543 -#> [15,] -2.305131e-02 -8.888292e-02 1.672770e-01 6.643582e-02 -0.0644591026 -#> [16,] 9.888953e-03 -2.011029e-02 6.680582e-03 -1.106709e-02 0.0054291675 -#> [17,] 3.321462e-03 -2.588026e-02 3.342346e-02 -1.361813e-03 -0.0026689050 -#> [18,] -1.784516e-02 -8.203420e-03 2.457131e-02 1.345669e-02 -0.0109032279 -#> [19,] -6.265964e-03 6.400374e-02 -1.010329e-01 -2.968070e-02 0.0314574298 -#> [20,] 1.991160e-02 4.301627e-03 -9.129854e-03 -2.058925e-02 0.0169080531 -#> [21,] 2.917119e-02 6.919614e-03 -3.620269e-02 -4.278650e-02 0.0284839626 -#> [22,] 2.402029e-02 2.567695e-02 -8.429577e-02 -5.589637e-02 0.0439208252 -#> [23,] 2.771906e-02 3.774667e-02 -1.223015e-01 -6.277124e-02 0.0445972925 -#> [24,] 2.213996e-02 3.024167e-04 -3.487259e-02 -3.951653e-02 0.0242518849 -#> [25,] 5.921112e-03 2.834461e-02 -8.451001e-02 -2.279761e-02 0.0122679490 -#> [26,] 2.559356e-02 2.366772e-02 -8.032917e-02 -5.326697e-02 0.0418841847 -#> [27,] 3.360606e-02 -1.044769e-02 2.018617e-02 -1.628379e-02 0.0100177352 -#> [28,] 3.134225e-02 -1.915510e-02 5.968850e-02 2.131690e-02 -0.0225297854 -#> [29,] 3.392399e-02 -4.001697e-03 -7.502963e-03 -3.503146e-02 0.0233069083 -#> [30,] 2.827265e-02 -2.475274e-02 6.001112e-02 1.398356e-02 -0.0131635078 -#> [31,] 1.387660e-02 5.058554e-02 -1.208113e-01 -4.176975e-02 0.0300454077 -#> [32,] 2.313306e-02 5.159777e-02 -1.415409e-01 -5.591947e-02 0.0418731314 -#> [33,] 2.816569e-02 1.875056e-02 -7.217207e-02 -5.235615e-02 0.0382575604 -#> [34,] 2.218393e-02 4.441486e-02 -1.062433e-01 -4.962799e-02 0.0321308476 -#> [35,] 1.471393e-02 1.184319e-02 -3.813940e-02 -2.603361e-02 0.0239436434 -#> [36,] 2.611314e-02 -1.288551e-02 2.363482e-02 -1.062625e-02 0.0163363514 -#> [37,] 2.456983e-02 -1.930946e-02 6.162278e-02 3.203340e-02 -0.0255395455 -#> [38,] 2.861065e-02 -2.989640e-02 7.025819e-02 1.476014e-02 -0.0154280865 -#> [39,] 2.570449e-02 6.571041e-03 8.813742e-03 1.519796e-03 0.0001747104 -#> [40,] 2.766205e-02 2.214769e-02 -8.045739e-02 -5.924522e-02 0.0457389099 -#> [41,] 2.374720e-02 4.420723e-02 -1.179013e-01 -5.670413e-02 0.0418419800 -#> [42,] 2.652068e-02 1.794735e-03 -2.019061e-02 -3.657912e-02 0.0265332349 -#> [43,] -3.214041e-02 9.934857e-02 -1.094429e-01 9.456516e-02 -0.0711960704 -#> [44,] 3.042619e-03 2.715278e-02 -3.420839e-02 -1.702562e-02 -0.0015986533 -#> [45,] 6.716305e-03 -2.233297e-02 5.258508e-02 7.869631e-03 -0.0051092597 -#> [46,] 1.175347e-02 -3.107744e-02 7.506611e-02 4.290439e-02 -0.0362752672 -#> [47,] 1.288742e-02 -3.607857e-02 8.084333e-02 2.589353e-02 -0.0206468507 -#> [48,] -1.943796e-02 -2.676308e-02 3.166190e-02 5.097622e-02 -0.0224186466 -#> [49,] -6.092460e-03 2.111863e-02 -2.159473e-03 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8.132053e-02 -8.965122e-02 -4.461318e-02 1.643615e-05 0.0044044712 -#> [203,] -2.455187e-02 -3.376483e-02 3.229735e-02 1.412006e-02 0.1323308223 -#> [204,] -1.716975e-02 -2.802706e-02 2.015385e-02 -3.468447e-02 0.0708400713 -#> [205,] -8.471416e-03 1.215140e-02 -2.929279e-02 -4.626092e-02 -0.1068346613 -#> [206,] 8.934096e-02 1.736559e-01 1.246341e-01 -6.899391e-02 0.0456960767 -#> [207,] 1.891991e-02 3.291061e-04 9.265953e-03 -2.379536e-03 0.0033360202 -#> [208,] -5.117356e-03 2.461051e-02 -4.872512e-02 -6.598747e-02 -0.1979405616 -#> [209,] -1.656785e-03 -7.559448e-03 9.398992e-03 5.690642e-02 0.0611898204 -#> [210,] -5.810888e-02 -1.681112e-02 6.192911e-03 8.223586e-02 0.0496404309 -#> [211,] -2.588638e-02 -2.994285e-02 2.233366e-02 -3.233040e-02 0.0687985293 -#> [212,] 1.394146e-01 -7.740137e-02 -2.574966e-02 2.723928e-02 -0.0209755334 -#> [213,] 2.104557e-02 -9.594398e-03 -1.170384e-03 -1.639788e-03 0.0014252186 -#> [214,] 8.052524e-02 7.403069e-02 5.560515e-02 -4.672573e-02 0.0353915554 -#> [215,] -1.056477e-02 1.540564e-02 -3.921545e-02 -8.075445e-02 -0.1760344252 -#> [216,] 5.171507e-02 3.273247e-02 3.528232e-02 -1.672036e-02 0.0116443160 -#> [217,] 9.234707e-02 8.582056e-02 7.013581e-02 -4.879187e-02 0.0332055300 -#> [218,] -1.196777e-02 -1.887288e-02 1.771135e-02 1.683853e-02 0.0547965649 -#> [219,] -2.716582e-02 -3.241573e-02 2.994607e-02 2.805047e-02 0.1361404224 -#> [220,] 1.119844e-02 5.069773e-03 4.227926e-03 1.001412e-01 0.0900976197 -#> [221,] 1.517140e-01 -6.299824e-02 -1.715959e-02 4.218759e-02 -0.0392463830 -#> [222,] 2.735639e-02 -4.985412e-02 -2.625987e-02 -7.306554e-04 0.0037900403 -#> [223,] 5.221120e-02 1.083351e-01 8.418671e-02 -3.532039e-02 0.0206524961 -#> [224,] -7.066177e-03 2.121882e-02 -4.423166e-02 -6.193683e-02 -0.1912680098 -#> [225,] -4.444402e-03 -9.906965e-04 -1.668410e-03 4.518912e-03 -0.0175475161 -#> [226,] -3.199229e-03 3.163705e-02 -5.574414e-02 -8.280747e-02 -0.2425606703 -#> [227,] -2.960201e-02 -5.020086e-02 -3.521078e-02 1.174045e-02 -0.0067781179 -#> [228,] -3.017961e-02 -3.489102e-02 3.297032e-02 3.911817e-02 0.1567489126 -#> [229,] 1.038758e-01 -3.038280e-02 -6.812802e-03 -1.654047e-02 0.0159793624 -#> [230,] 6.484608e-02 -2.752205e-02 -4.198498e-03 7.661447e-03 -0.0073435080 -#> [231,] -2.037193e-02 -1.241907e-02 1.990214e-02 3.920508e-02 0.0675645415 -#> [232,] 4.395638e-02 2.842240e-02 1.937935e-02 -2.454306e-02 0.0220426708 -#> [233,] -9.242356e-03 -1.342405e-02 1.315358e-02 -1.353348e-02 0.0187496742 -#> [234,] 1.465474e-02 -2.302356e-02 -1.074629e-02 2.939491e-03 -0.0014301349 -#> [235,] 7.722601e-02 7.762863e-03 1.927022e-02 -2.368728e-02 0.0201361922 -#> [236,] -3.211588e-02 -3.070284e-02 2.538765e-02 6.446210e-02 0.1313648699 -#> [237,] 1.122657e-01 -8.363821e-02 -3.583785e-02 6.320586e-03 -0.0024659207 -#> [238,] -2.907267e-02 -2.499811e-02 2.233933e-02 8.743257e-02 0.1333611751 -#> [239,] 1.551422e-01 -6.475310e-02 -1.992497e-02 4.533621e-02 -0.0383628832 -#> [240,] -1.928842e-02 -2.633720e-02 2.450401e-02 2.622684e-02 0.1190339763 -#> [241,] 6.237513e-02 3.253881e-02 2.954429e-02 -2.643898e-02 0.0209304671 -#> [242,] 3.989582e-02 8.999488e-02 2.879618e-02 -3.863811e-02 0.0400544890 -#> [243,] 3.825897e-02 -1.173480e-02 -4.358830e-03 -1.386629e-02 0.0154787047 -#> [244,] 6.347311e-03 4.442616e-02 2.907805e-02 -2.505372e-03 0.0016631388 -#> [245,] 4.857872e-02 -4.725177e-02 -1.898247e-02 -1.732601e-03 0.0023969352 -#> [246,] 1.304625e-01 -8.791339e-02 -3.460144e-02 1.379681e-02 -0.0096674278 -#> [247,] -2.249277e-02 -3.007198e-02 2.826810e-02 -2.121392e-02 0.0797911772 -#> [248,] 9.759966e-02 -6.060840e-03 -2.587568e-03 5.028216e-02 -0.0417928090 -#> [249,] 6.688574e-02 -5.910313e-02 -2.258857e-02 -2.120933e-03 0.0013825215 -#> [250,] 9.237781e-02 -1.455280e-02 1.298967e-03 -2.026935e-02 0.0209497414 -#> [251,] 5.970055e-02 7.271602e-02 6.581600e-02 -2.491666e-02 0.0139323178 -#> [252,] -4.011753e-03 3.670127e-03 -3.867372e-03 -2.351595e-02 -0.1179468143 -#> [253,] 6.606613e-02 1.718349e-01 1.210711e-01 -5.483840e-02 0.0326297324 -#> [254,] 8.694132e-02 -9.015966e-02 -4.183704e-02 -1.008499e-03 0.0041478805 -#> [255,] -2.747676e-02 -2.491308e-02 2.727893e-02 6.892876e-02 0.1296584372 -#> [256,] 1.049861e-01 -4.075275e-02 -1.382633e-02 -1.483583e-02 0.0166605294 -#> [257,] 1.006973e-01 -3.295823e-02 -8.707558e-03 3.532854e-02 -0.0266333877 -#> [258,] 2.351157e-02 -5.572446e-02 -2.911092e-02 -8.306550e-04 0.0043368897 -#> [259,] -1.453209e-02 -1.977450e-02 1.892188e-02 1.145850e-03 0.0564634997 -#> [260,] -2.838666e-02 1.097617e-02 9.880534e-03 1.061082e-02 -0.0074907710 -#> [261,] 8.055142e-03 -4.702564e-02 -2.783529e-02 3.128937e-03 0.0018601568 -#> [262,] -8.085240e-03 -1.207529e-02 1.509684e-02 2.011245e-02 0.0430233470 -#> [263,] -4.648891e-02 -6.603321e-03 5.059488e-03 9.708143e-02 0.0561767734 -#> [264,] 9.795241e-02 -6.083864e-02 -2.132151e-02 8.363573e-03 -0.0098065940 -#> [265,] 1.158970e-01 -6.556415e-02 -2.193781e-02 1.732372e-02 -0.0156469308 -#> [266,] 9.542402e-02 2.955648e-03 1.362432e-02 3.070998e-02 -0.0321134596 -#> [267,] 3.854628e-02 -2.026868e-02 5.292859e-03 1.156719e-02 0.0056370810 -#> [268,] -1.708099e-02 -2.255514e-02 1.994579e-02 -1.232289e-02 0.0416118493 -#> [269,] 4.729466e-02 6.207020e-02 5.468388e-02 -2.320024e-02 0.0142437492 -#> [270,] 7.985718e-02 5.126369e-02 -1.938836e-02 2.851383e-02 0.0122267597 -#> [271,] -9.981327e-02 -3.463209e-02 -3.475804e-02 2.381909e-02 -0.0153423732 -#> [272,] 5.871358e-03 2.074927e-02 -2.398882e-02 7.673246e-02 -0.0135946666 -#> [273,] -7.161857e-02 -3.985061e-02 2.610845e-03 -6.527463e-02 -0.0554689433 -#> [274,] 7.061197e-03 -1.545119e-02 9.304129e-03 -5.387269e-02 -0.0069389855 -#> [275,] 6.509778e-03 -6.696336e-03 8.507583e-03 -3.195977e-02 0.0472875010 -#> [276,] -2.331504e-02 -3.779062e-02 1.748470e-02 -8.257568e-02 -0.0191270248 -#> [277,] -7.307825e-02 -7.499484e-02 -6.734946e-02 2.875221e-02 -0.0179612176 -#> [278,] 7.638862e-02 5.413714e-02 -2.160707e-02 5.757628e-02 0.0159987854 -#> [279,] -1.085545e-02 -5.299420e-02 -3.404157e-02 2.648566e-03 0.0010415398 -#> [280,] 2.919084e-02 3.960806e-03 2.362914e-03 -1.842963e-02 0.0079389540 -#> [281,] 7.315742e-03 1.086065e-01 6.982686e-02 3.723746e-03 -0.0158117505 -#> [282,] -7.850877e-02 -5.296391e-02 1.550105e-02 -1.957275e-02 -0.0100537946 -#> [283,] 6.172367e-02 -1.250723e-02 2.888019e-03 7.246472e-03 -0.0135884399 -#> [284,] 6.857368e-02 -5.253971e-03 3.274975e-03 2.119081e-02 -0.0230968788 -#> [285,] -3.769007e-02 1.848101e-02 8.147726e-03 -2.323327e-02 0.0165045667 -#> [286,] 2.597150e-02 -4.374573e-02 -2.448200e-02 3.464139e-03 -0.0006513564 -#> [287,] -1.874820e-02 -1.011091e-02 -5.158125e-03 2.014292e-02 -0.0177583742 -#> [288,] -5.269324e-02 -7.547291e-02 -6.235444e-02 1.387337e-02 -0.0063335790 -#> [289,] -3.902370e-02 -2.555823e-02 -1.822608e-02 -1.154967e-02 0.0127516132 -#> [290,] -8.442313e-02 -2.974563e-02 1.658148e-03 4.573210e-02 0.0015459503 -#> [291,] -4.028139e-03 1.392770e-03 -4.666376e-03 4.633028e-02 0.0591933369 -#> [292,] 1.255589e-02 1.330572e-02 -1.367787e-02 5.358862e-02 -0.0075614792 -#> [293,] 6.401800e-02 -2.308772e-02 -4.576016e-03 9.716689e-03 -0.0140030129 -#> [294,] 1.060719e-01 -6.055853e-02 -2.404213e-02 9.182057e-03 -0.0072325237 -#> [295,] 9.352988e-02 7.514449e-02 -3.039983e-02 1.189756e-01 0.0260860520 -#> [296,] -5.431470e-02 -2.421782e-02 -2.328498e-02 4.165658e-02 -0.0366663729 -#> [297,] -8.516018e-02 -8.284645e-02 -7.438732e-02 3.791561e-02 -0.0266708031 -#> [298,] -6.967685e-02 -6.634886e-02 -5.846529e-02 2.202359e-02 -0.0139629832 -#> [299,] 2.360758e-02 1.125688e-01 6.421907e-02 3.125987e-02 -0.0374695406 -#> [300,] -6.713938e-02 5.629484e-02 3.423429e-02 -4.167827e-02 0.0321422933 -#> [301,] -2.827766e-02 4.435022e-02 3.206299e-02 -2.917650e-02 0.0187722410 -#> [302,] 4.192082e-02 -3.888935e-02 -1.929418e-02 1.517635e-03 -0.0045149950 -#> [303,] 3.587874e-02 8.601547e-02 3.809977e-02 4.611139e-02 -0.0444115752 -#> [304,] -5.716388e-02 1.084600e-02 3.994232e-03 4.838163e-02 -0.0456008707 -#> [305,] -4.846292e-02 1.092118e-02 7.113482e-03 4.013618e-02 -0.0377091730 -#> [306,] -6.953258e-02 -7.386287e-02 -6.548975e-02 3.571223e-02 -0.0250379243 -#> [307,] -4.812177e-02 -7.341374e-02 -5.812957e-02 1.648654e-02 -0.0103526881 -#> [308,] 4.377970e-02 -1.869203e-02 -2.775262e-03 -5.487021e-03 -0.0025424810 -#> [309,] 9.833312e-03 -1.377415e-02 1.786789e-02 -5.736807e-02 0.0482554803 -#> [310,] -7.364997e-02 -3.571187e-02 1.768490e-03 -2.832254e-02 -0.0332284009 -#> [311,] 1.839723e-02 -1.191705e-02 -9.340585e-05 1.862045e-03 0.0166314336 -#> [312,] -1.792257e-02 -2.377869e-02 1.690461e-02 5.199668e-02 0.0699697521 -#> [313,] 4.421765e-02 -4.166259e-02 -2.438184e-02 -4.234204e-03 0.0059192099 -#> [314,] -3.672221e-02 -3.087323e-02 -2.740394e-02 5.623870e-03 0.0012874803 -#> [315,] -4.566726e-02 -3.341301e-02 -2.675372e-02 3.280532e-02 -0.0281312908 -#> [316,] -5.029546e-02 -4.163329e-02 -3.316220e-02 -8.386690e-03 0.0089273205 -#> [317,] -3.371373e-02 -2.671222e-02 -2.160591e-02 -2.331204e-02 0.0163057947 -#> [318,] -4.886256e-02 -1.044040e-01 -8.577596e-02 1.184922e-02 -0.0061526137 -#> [319,] 2.787529e-02 -9.208117e-02 -5.847681e-02 4.305988e-03 -0.0015782621 -#> [320,] 4.499968e-02 -8.344412e-02 -4.935658e-02 2.276201e-03 -0.0011391337 -#> [321,] 1.758439e-02 -5.075782e-02 -3.494753e-02 1.541885e-03 0.0018820544 -#> [322,] 8.788407e-02 7.482820e-02 -3.490503e-02 1.282495e-01 0.0262546382 -#> [323,] 3.215723e-02 -1.213142e-02 8.687877e-04 -2.009590e-03 0.0016503195 -#> [324,] 5.606029e-02 4.717068e-02 -2.136446e-02 1.065865e-01 0.0336953335 -#> [325,] -3.435168e-02 -2.344756e-02 1.286190e-02 3.354343e-02 0.0300353854 -#> [326,] -1.860937e-02 -8.050857e-02 -5.942835e-02 -9.765163e-03 0.0086111639 -#> [327,] -4.069431e-02 -8.566696e-02 -6.762312e-02 6.523085e-03 -0.0017766573 -#> [328,] 1.495698e-02 -3.329939e-02 -1.661688e-02 -1.309809e-02 0.0074294197 -#> [329,] -5.668554e-02 -6.997682e-02 -5.817756e-02 -4.610478e-03 0.0070388497 -#> [330,] -1.573238e-02 -6.945506e-02 -5.453972e-02 1.170331e-02 -0.0059577498 -#> [331,] 5.361718e-02 1.105770e-01 8.574637e-02 -3.466024e-02 0.0203204097 -#> [332,] -3.229413e-02 1.779454e-02 1.613947e-02 3.488622e-02 -0.0341307818 -#> [333,] 4.408612e-02 2.645697e-02 -1.182471e-03 7.388117e-02 0.0221871767 -#> [334,] -7.216598e-02 4.409026e-02 -3.306058e-02 7.103053e-02 -0.0964201786 -#> [335,] -7.389514e-02 -3.921830e-02 -3.656444e-02 -1.962325e-02 0.0183055799 -#> [336,] -5.378474e-02 -9.277760e-02 -7.743295e-02 8.537168e-03 -0.0037661802 -#> [337,] -2.390992e-02 7.871936e-02 5.134491e-02 -2.026037e-02 0.0077698562 -#> [338,] -2.657762e-02 -1.179596e-02 -1.028162e-02 -1.877802e-02 0.0132601608 -#> [339,] 3.058693e-02 -9.027736e-02 -5.645695e-02 -1.507282e-03 0.0045009656 -#> [340,] -3.462615e-02 -4.449886e-02 -3.743205e-02 2.272358e-02 -0.0175896737 -#> [341,] -9.528899e-02 -3.216689e-02 -3.282576e-02 7.133364e-02 -0.0626286801 -#> [342,] 4.849706e-02 2.848721e-02 2.061295e-02 -1.868285e-02 0.0122184976 -#> [343,] -1.562707e-02 2.220656e-02 1.826681e-02 -1.761891e-02 0.0108105416 -#> [344,] 2.392290e-02 5.295203e-02 3.862518e-02 1.045972e-03 -0.0099826106 -#> [345,] 3.570143e-02 -5.612766e-02 -3.039612e-02 -2.865362e-03 0.0013475273 -#> [346,] 1.573334e-02 3.433703e-02 3.065668e-02 -1.217235e-02 0.0027820988 -#> [347,] -1.283875e-02 -3.416357e-02 1.536956e-02 -1.180034e-01 -0.0377460725 -#> [348,] 1.850048e-02 -4.705079e-02 -2.620670e-02 -6.158806e-03 0.0055090818 -#> [349,] -7.536015e-02 -3.517775e-02 -3.441138e-02 1.204313e-02 -0.0031332454 -#> [350,] -6.644406e-02 -6.098258e-02 -5.234178e-02 1.064749e-02 -0.0033272662 -#> [351,] 3.841902e-03 -1.736301e-02 1.217279e-02 -9.224285e-03 0.0265438497 -#> [352,] 2.614968e-02 2.231146e-02 -2.430915e-02 5.741160e-02 -0.0932877677 -#> [353,] 1.591697e-02 1.671029e-02 -1.843473e-02 5.420654e-02 -0.0488093589 -#> [354,] -4.937591e-02 -3.265083e-02 1.450553e-02 4.823426e-02 0.0405458411 -#> [355,] -7.888408e-02 2.035898e-03 -1.501510e-02 1.085307e-01 -0.0309117378 -#> [356,] -9.369368e-02 -2.998909e-02 2.438408e-03 7.980791e-02 -0.0048742146 -#> [357,] -4.562889e-02 -4.195448e-02 1.920772e-02 1.177112e-03 0.0265353165 -#> [358,] -8.914142e-02 -8.699690e-03 -1.360263e-02 3.719581e-02 -0.0263939530 -#> [359,] 3.349596e-02 2.163922e-02 -4.409996e-03 7.810829e-02 0.0471655624 -#> [360,] -7.145035e-02 -1.289842e-02 -1.455917e-02 1.386156e-02 -0.0061778025 -#> [361,] -4.336733e-02 -1.329682e-02 4.599697e-03 8.603615e-02 0.0421281025 -#> [362,] 2.368459e-02 2.694302e-02 -3.029438e-02 7.308486e-02 -0.0976299673 -#> [363,] -5.319676e-02 8.522226e-02 5.934258e-02 -3.917222e-02 0.0282527532 -#> [364,] -1.100724e-01 9.232060e-02 5.707584e-02 -5.519682e-02 0.0482538565 -#> [365,] -8.466327e-02 9.198169e-02 6.373246e-02 -5.826071e-02 0.0483017361 -#> [366,] -8.372132e-02 1.267176e-02 2.315935e-03 -1.763743e-02 0.0213250232 -#> [367,] -4.933126e-02 2.029030e-02 9.531406e-03 -6.597884e-03 0.0105500240 -#> [368,] -4.325738e-02 -6.481765e-04 -3.051709e-04 -1.694924e-02 0.0200245722 -#> [369,] -4.860350e-02 1.239252e-02 9.926690e-03 3.592521e-02 -0.0311327334 -#> [370,] -1.087194e-01 1.020944e-01 6.801881e-02 -6.826768e-02 0.0563530601 -#> [371,] -5.702975e-02 3.619904e-02 2.619689e-02 -4.081757e-02 0.0353402633 -#> [372,] -5.487822e-02 8.800064e-03 5.512625e-03 -2.369725e-02 0.0218235363 -#> [373,] -4.581898e-02 2.590945e-02 1.691973e-02 -2.330517e-02 0.0216818244 -#> [374,] -4.612809e-02 3.198902e-02 2.436665e-02 -3.239248e-02 0.0294307865 -#> [375,] -6.468301e-02 2.042385e-02 1.207482e-02 -2.748069e-02 0.0291820245 -#> [376,] -3.877038e-02 1.152143e-02 8.640774e-03 2.469626e-02 -0.0194970460 -#> [377,] 9.233833e-02 6.336813e-02 -2.501561e-02 4.994289e-02 0.0242749284 -#> [378,] -6.647604e-02 -2.059822e-02 -1.733363e-02 2.135076e-02 -0.0136694541 -#> [379,] -6.904315e-02 -4.201430e-02 1.367091e-02 1.969900e-02 0.0124194019 -#> [380,] -8.860716e-02 7.752155e-02 5.054023e-02 -5.421386e-02 0.0438817747 -#> [381,] -3.940283e-02 -4.989569e-02 2.249754e-02 -6.440513e-02 -0.0049751169 -#> [382,] -8.455473e-02 1.175030e-01 6.608554e-02 -3.019570e-02 0.0258669242 -#> [383,] 1.265600e-02 -8.239313e-03 1.276443e-02 -6.683034e-02 0.0028576475 -#> [384,] -7.744800e-02 -1.505352e-02 -1.885258e-02 2.908664e-03 0.0055881159 -#> [385,] -8.199988e-02 6.253250e-03 3.809559e-04 6.297926e-02 -0.0563081451 -#> [386,] 1.084425e-01 9.018470e-02 -4.165002e-02 1.090705e-01 0.0140648115 -#> [387,] -8.860886e-02 -3.861459e-03 -7.045035e-03 6.467687e-02 -0.0570879592 -#> [388,] -1.067558e-01 7.787831e-02 4.726615e-02 -5.468077e-02 0.0474914689 -#> [389,] -8.761443e-03 -1.113849e-02 -7.697101e-03 -1.082649e-02 0.0143134651 -#> [390,] -2.315858e-03 1.265644e-01 7.879486e-02 5.632393e-03 -0.0177160407 -#> [391,] -3.954826e-02 1.354653e-01 7.391529e-02 3.673493e-03 -0.0081092214 -#> [392,] 1.100025e-02 -1.716111e-02 8.466120e-03 -1.291597e-01 -0.0473420516 -#> [393,] 1.044671e-01 7.082214e-02 -3.041760e-02 7.572560e-03 -0.0032263359 -#> [394,] -5.643129e-02 -2.952130e-02 -2.580374e-02 2.232035e-02 -0.0135552959 -#> [395,] 1.112020e-01 8.091034e-02 -3.378717e-02 5.234451e-02 0.0146909775 -#> [396,] -1.425632e-03 -2.649189e-02 1.444564e-02 -7.869940e-02 -0.0106832028 -#> [397,] -6.711424e-02 -6.981907e-02 2.503303e-02 -1.906604e-01 -0.0931438974 -#> [398,] 1.848112e-02 1.360866e-02 -1.422286e-02 5.380727e-02 -0.0320810681 -#> [399,] -5.344374e-02 -6.707242e-02 2.735312e-02 -1.854085e-01 -0.0760900578 -#> [400,] -7.455940e-03 -3.063534e-02 1.364837e-02 -1.383918e-01 -0.0520028663 -#> [401,] -9.939156e-02 1.188450e-01 6.747816e-02 -3.599448e-02 0.0328427832 -#> [402,] -1.035120e-01 -2.145743e-02 -2.876977e-02 2.234731e-02 -0.0104602628 -#> [403,] -1.162038e-01 -1.543768e-02 -2.520991e-02 2.220972e-02 -0.0107553619 -#> [404,] -9.217685e-02 5.032249e-03 -6.461817e-03 8.789210e-03 0.0006939753 -#> [405,] -2.028348e-02 1.435701e-01 3.782956e-02 7.896859e-02 -0.0701395768 -#> [406,] -5.243988e-02 1.550659e-01 -4.459186e-02 1.791405e-01 -0.1316903325 -#> [407,] -2.908536e-02 -3.854275e-02 1.977679e-02 -2.703076e-02 0.0178971489 -#> [408,] 2.632700e-02 -6.159872e-04 5.248604e-03 -6.512717e-02 -0.0252347081 -#> [409,] 3.123239e-02 2.214646e-03 3.593537e-03 -7.715817e-02 -0.0393408814 -#> [410,] 2.993011e-02 -1.239601e-02 2.272200e-02 -1.858941e-01 -0.0163088994 -#> [411,] 2.885457e-02 -1.484909e-02 2.543550e-02 -2.081749e-01 -0.0171395584 -#> [412,] 1.819249e-02 -9.522678e-03 1.396835e-02 -1.508231e-01 -0.0254965097 -#> [413,] 9.617997e-02 6.794323e-02 -2.763464e-02 3.839459e-02 0.0092321859 -#> [414,] 2.203135e-02 7.383022e-04 3.796276e-03 -5.548405e-02 -0.0280394752 -#> [415,] -8.910525e-02 8.299070e-02 -6.391916e-02 1.554310e-01 -0.1275883590 -#> [416,] -5.498339e-02 -7.010296e-02 2.835901e-02 -1.896423e-01 -0.0750763518 -#> [417,] 2.426768e-02 2.389022e-02 -2.618467e-02 6.805656e-02 -0.0913334500 -#> [418,] -5.693526e-02 -5.710054e-02 1.982820e-02 -1.432942e-01 -0.0639329112 -#> [419,] -2.302347e-02 -3.270554e-02 1.804122e-02 -6.281961e-03 0.0328115292 -#> [420,] 4.229915e-02 1.209968e-02 -1.626106e-03 -3.285346e-02 0.0027522982 -#> [421,] 6.413174e-02 3.802633e-02 -1.154747e-02 3.498560e-02 0.0208584989 -#> [422,] 4.807377e-03 -1.193833e-02 1.890953e-02 -2.846148e-02 0.0321232765 -#> [423,] -4.276250e-02 -4.541052e-02 1.852737e-02 -9.038974e-02 -0.0334094841 -#> [424,] 5.765364e-03 1.081515e-01 6.864925e-02 6.589362e-03 -0.0142314763 -#> [425,] 1.220626e-02 -1.770567e-02 -4.707557e-03 -1.272318e-02 0.0097831386 -#> [426,] -6.114732e-02 8.887078e-02 5.862701e-02 -3.572383e-02 0.0265927789 -#> [427,] 1.705059e-02 8.640361e-02 6.081421e-02 8.021700e-04 -0.0122168283 -#> [428,] 3.893750e-03 3.468718e-02 2.734940e-02 -1.102657e-02 0.0054289799 -#> DC16 DC17 DC18 DC19 DC20 -#> [1,] -2.017133e-02 -1.528695e-02 -0.0218351761 3.827735e-02 -1.545008e-01 -#> [2,] -1.227732e-02 -1.182378e-02 -0.0085751121 1.499068e-02 -9.650493e-02 -#> [3,] -1.030642e-02 2.183701e-03 -0.0118623999 1.033114e-02 -6.447045e-02 -#> [4,] -4.509263e-03 1.438257e-03 -0.0066757910 1.313206e-02 -1.886399e-02 -#> [5,] 2.249029e-03 5.629320e-03 -0.0155626143 3.261773e-02 4.002947e-02 -#> [6,] 2.097066e-03 2.901393e-03 -0.0065406062 1.287809e-02 3.118962e-02 -#> [7,] 9.175185e-03 8.353052e-03 0.0174205502 -2.483145e-02 5.441540e-02 -#> [8,] 5.432200e-03 -2.537081e-03 0.0083839553 -6.540698e-03 3.633028e-02 -#> [9,] -1.115031e-02 -8.286168e-03 -0.0179868190 2.762277e-02 -8.296587e-02 -#> [10,] -1.358628e-04 2.077549e-03 0.0114786405 -1.667604e-02 1.714198e-02 -#> [11,] -5.740861e-03 -2.213996e-03 0.0064517910 -1.220126e-02 -3.305781e-02 -#> [12,] -1.749012e-02 -1.085985e-02 -0.0112753464 1.665927e-02 -1.308395e-01 -#> [13,] -4.383994e-03 -6.377725e-05 -0.0175481604 3.326337e-02 -1.658630e-02 -#> [14,] 3.181505e-03 4.341304e-03 -0.0132520709 2.788906e-02 4.090683e-02 -#> [15,] -1.044940e-03 8.984576e-04 -0.0179844145 3.781347e-02 1.316181e-02 -#> [16,] 1.452450e-02 3.447480e-03 0.0255982493 -4.512136e-02 7.664283e-02 -#> [17,] 1.293258e-02 -2.688791e-05 0.0243605839 -3.774542e-02 8.105381e-02 -#> [18,] -7.981073e-03 -9.061239e-03 -0.0130706312 2.594465e-02 -6.179159e-02 -#> [19,] -5.949542e-03 -6.586077e-03 0.0009863951 -9.932923e-04 -3.808727e-02 -#> [20,] 1.208452e-02 1.838744e-03 0.0244356812 -3.752089e-02 7.070029e-02 -#> [21,] 1.772100e-02 2.835347e-03 0.0394111849 -6.502411e-02 9.566398e-02 -#> [22,] 9.090773e-03 -4.295832e-03 0.0311023095 -4.750499e-02 1.133900e-02 -#> [23,] 1.237238e-02 6.705678e-03 0.0403109057 -5.968392e-02 4.501802e-02 -#> [24,] 1.278590e-02 4.143356e-03 0.0330628314 -5.421738e-02 6.421498e-02 -#> [25,] 4.059777e-03 1.041420e-02 0.0123146366 -1.621648e-02 2.822827e-02 -#> [26,] 1.069774e-02 -2.494837e-03 0.0311270323 -5.190301e-02 2.672801e-02 -#> [27,] 2.801233e-02 6.820784e-03 0.0428764005 -7.256209e-02 1.890109e-01 -#> [28,] 3.551198e-02 2.253405e-02 0.0441155068 -5.960164e-02 2.953704e-01 -#> [29,] 2.823636e-02 4.152048e-03 0.0531222917 -8.623632e-02 1.791484e-01 -#> [30,] 2.270982e-02 1.003662e-02 0.0241895586 -3.880713e-02 1.594924e-01 -#> [31,] 1.152593e-03 3.364593e-03 0.0162206688 -1.502732e-02 -7.671038e-04 -#> [32,] 6.644861e-03 1.014412e-02 0.0319154562 -3.921878e-02 2.436422e-02 -#> [33,] 1.303224e-02 -1.759069e-04 0.0332180310 -5.737982e-02 3.835240e-02 -#> [34,] -1.186821e-03 1.394419e-04 0.0117303098 -1.230045e-02 -3.950042e-02 -#> [35,] 4.299984e-03 -5.578418e-03 0.0025180538 -2.381572e-02 -1.173606e-02 -#> [36,] 1.335472e-02 -2.935962e-03 0.0118907228 -4.006547e-02 5.278208e-02 -#> [37,] 2.816400e-02 2.225815e-02 0.0308940767 -3.947593e-02 2.490033e-01 -#> [38,] 2.165300e-02 8.379633e-03 0.0216687905 -3.396008e-02 1.471823e-01 -#> [39,] 2.749997e-02 1.386361e-02 0.0387280489 -5.873760e-02 2.265227e-01 -#> [40,] 1.175155e-02 -3.870934e-03 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[193,] 7.010664e-02 5.866581e-02 0.0010683919 1.322077e-03 -3.496394e-02 -#> [194,] 9.410902e-04 -1.596550e-03 0.0692811751 4.185815e-02 2.339242e-02 -#> [195,] -3.057118e-02 3.714314e-02 0.0711420693 6.652607e-02 7.674844e-03 -#> [196,] 8.337393e-03 -6.717832e-03 -0.0236808115 1.583271e-02 -2.758799e-02 -#> [197,] 3.937575e-02 -4.061931e-02 -0.0464040556 -2.233928e-02 -1.076167e-02 -#> [198,] -7.290496e-02 -4.695813e-02 0.0166432159 -2.158389e-02 3.409464e-03 -#> [199,] 6.578145e-02 -4.213946e-02 -0.0619925473 6.890774e-02 1.867085e-02 -#> [200,] 3.378388e-02 1.022552e-02 -0.0152225847 1.845218e-02 -8.831452e-03 -#> [201,] 7.911324e-02 2.853976e-02 -0.0230117067 2.415947e-02 -1.789392e-02 -#> [202,] 6.215426e-02 1.175584e-02 -0.0287489960 3.292863e-02 -8.513677e-03 -#> [203,] -2.512423e-02 2.300934e-02 0.0793513587 5.656305e-02 1.064821e-02 -#> [204,] -3.011172e-02 3.932580e-02 0.0605304603 5.600824e-02 4.357873e-03 -#> [205,] 3.339256e-02 -4.259667e-02 0.0166028724 -3.063305e-02 7.959458e-03 -#> [206,] -4.212874e-02 -1.135326e-01 -0.0322994576 2.848214e-02 3.468715e-02 -#> [207,] 5.361326e-02 1.952635e-02 -0.0189658981 2.380978e-02 -1.023787e-02 -#> [208,] 5.812410e-02 -7.017926e-02 0.0141410518 -4.224117e-02 -3.509831e-03 -#> [209,] 1.466119e-02 -2.935034e-02 -0.0721308929 -1.007396e-01 -9.166683e-03 -#> [210,] 9.194564e-03 -1.635112e-02 -0.0683368493 -3.542293e-02 1.929961e-03 -#> [211,] -2.349306e-02 2.522570e-02 0.0855424242 6.026431e-02 1.542911e-02 -#> [212,] 2.349537e-02 7.227178e-02 0.0418105400 -4.677262e-02 -3.113515e-02 -#> [213,] -9.354274e-03 -2.543744e-02 -0.0202596566 2.541667e-02 1.049590e-02 -#> [214,] 3.682500e-02 -6.158912e-02 -0.0565007143 6.182039e-02 2.510070e-02 -#> [215,] 3.442613e-02 -3.554582e-02 0.0094759803 -1.308464e-02 -3.402201e-03 -#> [216,] 2.898738e-02 -1.202655e-02 -0.0206495417 2.193254e-02 -2.383649e-03 -#> [217,] 8.698569e-03 -7.732820e-02 -0.0477760060 4.949509e-02 2.648121e-02 -#> [218,] 6.734867e-03 -1.219920e-02 0.0461260792 6.246252e-03 3.402522e-04 -#> [219,] -1.905104e-02 1.202064e-02 0.0610963385 2.718650e-02 1.533795e-02 -#> [220,] 1.666742e-02 -3.506846e-02 -0.0918082065 -1.155643e-01 -1.016119e-02 -#> [221,] 1.126813e-02 1.095383e-01 0.0722218158 -7.976927e-02 -4.383853e-02 -#> [222,] 3.274902e-02 -5.720754e-03 -0.0265674446 3.049949e-02 1.566822e-03 -#> [223,] -2.257625e-02 -5.167734e-02 -0.0089911175 5.724381e-03 1.021364e-02 -#> [224,] 5.172751e-02 -6.088723e-02 0.0083051395 -3.450596e-02 -6.799051e-03 -#> [225,] 1.813733e-02 -2.850195e-02 0.0155609524 -1.999238e-02 -3.175696e-03 -#> [226,] 5.944455e-02 -6.766361e-02 -0.0031044898 -3.759025e-02 -5.538141e-03 -#> [227,] -1.039343e-02 -1.670178e-04 0.0033703814 -6.486664e-03 -1.537491e-03 -#> [228,] -2.208780e-02 1.771983e-02 0.0932888724 6.474136e-02 1.887938e-02 -#> [229,] 4.582667e-02 -1.808194e-02 -0.0366057848 3.758996e-02 8.357915e-03 -#> [230,] 2.766647e-02 3.772923e-02 0.0204604956 -2.970079e-02 1.656671e-03 -#> [231,] -2.397279e-03 -4.829033e-03 0.0281643926 2.233841e-02 6.115646e-04 -#> [232,] 5.209893e-02 -1.491197e-02 -0.0343674466 3.973688e-02 1.104725e-02 -#> [233,] -3.354227e-03 2.097779e-03 0.0330318167 2.634214e-02 -1.111083e-02 -#> [234,] -3.608007e-03 -1.469272e-02 -0.0154159597 1.899916e-02 5.748033e-03 -#> [235,] 5.615935e-02 -2.414765e-02 -0.0481374592 5.486648e-02 8.394316e-03 -#> [236,] -4.612888e-03 -4.492752e-03 0.0116328428 -8.539367e-03 5.331705e-03 -#> [237,] 5.384747e-02 3.084691e-02 -0.0081856075 7.342143e-03 -1.877322e-02 -#> [238,] 1.266597e-03 -1.041197e-02 0.0018215983 -2.346663e-02 8.527250e-03 -#> [239,] 1.933538e-02 1.132534e-01 0.0654459263 -7.035425e-02 -4.379518e-02 -#> [240,] -1.711398e-02 1.404139e-02 0.0599031878 3.716371e-02 1.267639e-02 -#> [241,] 4.202000e-02 -2.626566e-02 -0.0381401545 4.204351e-02 9.220930e-03 -#> [242,] 6.959621e-03 -3.826156e-02 -0.0158806974 1.613632e-02 2.383747e-02 -#> [243,] 5.842998e-02 -4.467326e-03 -0.0338771884 4.008319e-02 8.203214e-03 -#> [244,] -2.256353e-02 -4.992745e-03 0.0115928598 -1.299674e-02 -3.375698e-04 -#> [245,] 5.771639e-02 3.197790e-02 -0.0006892968 -4.276969e-03 -1.351495e-02 -#> [246,] 3.564462e-02 4.367682e-02 0.0131300515 -1.579563e-02 -3.019776e-02 -#> [247,] -2.720760e-02 2.740340e-02 0.0767181657 6.734430e-02 4.226278e-05 -#> [248,] 9.893974e-04 1.014184e-01 0.0537537079 -4.199110e-02 -2.619867e-02 -#> [249,] 2.106532e-02 1.052487e-02 0.0058581161 -1.403741e-02 -2.049903e-02 -#> [250,] 7.540394e-02 -4.100129e-03 -0.0410588604 4.345751e-02 5.354476e-03 -#> [251,] -1.625986e-02 -4.496238e-02 -0.0169458924 1.721856e-02 7.604496e-03 -#> [252,] 2.197941e-02 -2.260722e-02 -0.0001101266 8.937940e-03 -1.287824e-02 -#> [253,] -5.829000e-02 -8.636891e-02 -0.0019045617 -6.447541e-03 1.970845e-02 -#> [254,] 5.466022e-02 1.230689e-02 -0.0183423470 1.649672e-02 -1.577163e-02 -#> [255,] -8.025428e-03 1.014610e-02 0.0834978119 6.679007e-02 2.108215e-02 -#> [256,] 7.676477e-02 1.139435e-02 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-2.848641e-02 -0.0151953694 1.519397e-02 3.209941e-03 -#> [270,] -2.096093e-02 3.544293e-02 0.0446971883 7.420956e-02 1.923498e-02 -#> [271,] 1.161023e-02 4.913209e-02 0.0285265254 -3.274605e-02 -1.315887e-02 -#> [272,] 6.002451e-02 -9.164653e-02 0.1055642357 3.572590e-02 -1.468710e-02 -#> [273,] 7.355138e-03 -7.340302e-03 -0.0151681305 -1.562984e-02 -7.889713e-03 -#> [274,] 1.832900e-03 -5.210001e-04 0.0233257075 -3.160223e-02 -2.968478e-03 -#> [275,] -4.582657e-02 6.387465e-02 -0.0131411288 4.112912e-02 3.968881e-03 -#> [276,] 1.597190e-03 -6.351057e-03 0.0273211204 -9.147667e-03 -1.033265e-02 -#> [277,] -3.633652e-02 -1.801933e-02 -0.0220038096 3.680588e-02 3.231260e-02 -#> [278,] -1.216886e-02 2.273842e-02 0.0040721983 3.670639e-02 1.493912e-02 -#> [279,] 2.114626e-02 -3.462536e-03 -0.0177136420 2.037344e-02 3.951948e-03 -#> [280,] 1.300146e-05 1.184211e-03 0.0140414130 -2.787114e-02 4.788315e-04 -#> [281,] -1.270930e-01 -1.245678e-02 0.0624131636 -7.060586e-02 -2.303114e-02 -#> [282,] 2.160234e-02 -3.592993e-02 -0.0751245858 -8.502847e-02 -1.767646e-02 -#> [283,] -9.318518e-02 -2.013433e-02 0.0377663590 -4.727628e-02 -2.345382e-02 -#> [284,] -5.710691e-02 2.392703e-02 0.0374762883 -3.882891e-02 -2.714734e-02 -#> [285,] -6.619602e-02 -8.475656e-02 -0.0191213647 1.818404e-02 2.980844e-02 -#> [286,] 1.369548e-02 -1.619904e-02 -0.0339353575 4.443526e-02 1.141800e-02 -#> [287,] -3.941516e-02 6.382572e-03 0.0156286068 -1.423677e-02 -5.429127e-03 -#> [288,] -2.267724e-02 -3.404607e-02 -0.0327374558 4.405835e-02 3.001034e-02 -#> [289,] 3.217194e-02 -1.207974e-02 -0.0184833461 1.655456e-02 9.147727e-03 -#> [290,] 1.130445e-02 -1.269084e-02 -0.0414887929 6.390009e-03 6.008820e-03 -#> [291,] 6.119585e-03 -1.608426e-02 0.0647984658 5.201578e-02 -2.885202e-03 -#> [292,] 5.067640e-02 -7.747941e-02 0.0955170202 2.266879e-02 -1.150103e-02 -#> [293,] -7.629777e-02 -1.133871e-02 0.0315840140 -3.846129e-02 -2.332037e-02 -#> [294,] 1.495053e-03 1.186861e-02 0.0024790164 -3.036316e-03 -1.307787e-02 -#> [295,] -3.548359e-03 7.382551e-03 -0.0598563953 -7.618997e-03 6.560904e-03 -#> [296,] -1.156947e-01 1.611490e-03 0.0483805098 -5.031126e-02 -4.192496e-04 -#> [297,] -7.337801e-02 -2.168850e-02 -0.0052099082 1.660679e-02 3.036336e-02 -#> [298,] -5.507275e-02 -3.035132e-02 -0.0088626012 1.419630e-02 2.707042e-02 -#> [299,] -1.539400e-01 1.234829e-02 0.0741844649 -7.561680e-02 -2.852293e-02 -#> [300,] -1.627261e-02 -7.267431e-02 -0.0219107766 1.673092e-02 2.828503e-02 -#> [301,] -5.090224e-02 -6.111497e-02 0.0033626559 -1.360511e-02 9.542844e-03 -#> [302,] -8.069040e-02 -5.300755e-02 0.0001852432 -2.216636e-03 2.676912e-03 -#> [303,] -1.233407e-01 3.198166e-02 0.0568714164 -4.546718e-02 -2.296479e-02 -#> [304,] -1.293918e-01 2.989199e-02 0.0803743559 -8.661340e-02 -1.858824e-02 -#> [305,] -9.432509e-02 3.840110e-02 0.0737212378 -8.209621e-02 -2.582762e-02 -#> [306,] -5.522669e-02 -1.108695e-02 -0.0071034993 1.981179e-02 2.621061e-02 -#> [307,] -5.940096e-02 -4.759031e-02 -0.0183053099 2.316597e-02 2.754871e-02 -#> [308,] -1.196706e-01 -7.098326e-02 0.0198234751 -3.040927e-02 -4.085440e-03 -#> [309,] -6.535469e-02 9.511711e-02 -0.0519903630 2.202822e-02 1.819472e-02 -#> [310,] 1.196875e-02 -1.473951e-02 -0.0316234800 -3.063893e-02 -4.546899e-03 -#> [311,] 9.559197e-03 6.329229e-03 0.0128938473 -1.464162e-02 -1.685710e-03 -#> [312,] 2.079041e-02 -4.235382e-02 -0.1114707222 -1.505087e-01 -2.085578e-02 -#> [313,] 3.387450e-03 -2.928846e-02 -0.0313256230 3.780862e-02 1.496926e-02 -#> [314,] 6.038544e-02 2.869527e-02 -0.0191472556 2.693994e-02 3.390886e-03 -#> [315,] -7.919626e-02 3.679713e-03 0.0330507877 -3.402931e-02 -1.630019e-03 -#> [316,] -3.591376e-02 -6.205093e-02 -0.0236479164 2.157411e-02 2.706481e-02 -#> [317,] -1.219888e-01 -1.393264e-01 -0.0295809310 2.472150e-02 4.544608e-02 -#> [318,] -1.215604e-01 -1.255823e-01 -0.0535407887 6.686423e-02 6.775288e-02 -#> [319,] -5.718040e-02 -7.884238e-02 -0.0436416005 5.074371e-02 2.885797e-02 -#> [320,] -5.469498e-02 -6.355806e-02 -0.0259799057 2.795024e-02 1.580285e-02 -#> [321,] -1.774585e-02 -4.842738e-02 -0.0437959748 5.608602e-02 2.866816e-02 -#> [322,] 8.368943e-03 -8.891661e-03 -0.0829361481 -5.031156e-02 3.632417e-03 -#> [323,] -1.988655e-03 -2.605201e-02 -0.0280241212 3.507931e-02 8.639433e-03 -#> [324,] 1.474047e-02 -2.265138e-02 -0.0819506222 -7.448527e-02 -3.027712e-03 -#> [325,] 1.555364e-02 -1.539894e-02 -0.0347125906 -5.984997e-02 3.170165e-03 -#> [326,] -1.185032e-01 -1.435199e-01 -0.0503338342 5.362616e-02 5.498170e-02 -#> [327,] -7.642512e-02 -9.266012e-02 -0.0457371738 5.600754e-02 4.934467e-02 -#> [328,] -8.195431e-02 -7.979791e-02 -0.0065115352 -7.393498e-04 1.200046e-02 -#> [329,] -7.315471e-02 -1.039153e-01 -0.0463225010 5.143732e-02 5.173609e-02 -#> [330,] -5.107821e-02 -6.402843e-02 -0.0446709281 5.990613e-02 4.271504e-02 -#> [331,] -4.663277e-02 -6.698494e-02 -0.0088844395 6.433491e-03 1.690084e-02 -#> [332,] -7.293581e-02 4.987858e-02 0.0765066152 -8.829147e-02 -3.719769e-02 -#> [333,] 8.567636e-03 -1.062709e-02 -0.0559249216 -3.871604e-02 -1.453153e-02 -#> [334,] -1.927679e-02 4.526133e-02 -0.0546862665 7.421148e-02 2.767504e-02 -#> [335,] -6.889020e-02 -1.151271e-01 -0.0441655066 4.510729e-02 5.479301e-02 -#> [336,] -1.190134e-01 -1.241367e-01 -0.0493408203 6.011153e-02 6.607024e-02 -#> [337,] -1.055177e-01 -6.395616e-02 0.0243279003 -3.380259e-02 3.816589e-03 -#> [338,] -7.948538e-02 -9.418746e-02 -0.0194593141 1.507916e-02 2.915370e-02 -#> [339,] -2.307358e-02 -6.715464e-02 -0.0503544986 5.879830e-02 2.684494e-02 -#> [340,] -8.103836e-02 -4.640263e-02 -0.0140350347 2.480741e-02 3.191453e-02 -#> [341,] -1.517594e-01 5.745134e-02 0.1099734358 -1.220384e-01 -3.105898e-02 -#> [342,] 1.301522e-02 -1.772811e-02 -0.0111205723 8.823579e-03 3.405941e-03 -#> [343,] -5.006801e-02 -4.461449e-02 0.0108438751 -2.171979e-02 1.871348e-03 -#> [344,] -8.008684e-02 -8.113453e-03 0.0385775463 -4.499316e-02 -2.183722e-02 -#> [345,] -4.165181e-02 -4.402418e-02 -0.0106844540 8.818327e-03 2.852062e-03 -#> [346,] -4.976927e-02 -1.777527e-02 0.0264444003 -3.671073e-02 -1.806863e-02 -#> [347,] -5.922093e-03 8.098527e-03 0.0766809968 2.635611e-02 -4.601273e-03 -#> [348,] -1.468959e-02 -3.650863e-02 -0.0198076057 1.958194e-02 6.086102e-03 -#> [349,] 5.969944e-02 3.773966e-02 -0.0143424290 2.265859e-02 3.837316e-03 -#> [350,] -2.680904e-03 -1.663785e-02 -0.0224059203 2.891557e-02 2.089890e-02 -#> [351,] 1.349322e-02 -2.677231e-02 -0.0604830068 -1.182404e-01 -1.526735e-02 -#> [352,] 1.096613e-01 -1.623501e-01 0.1107042009 -4.180784e-02 -3.548673e-02 -#> [353,] 6.919009e-02 -1.031894e-01 0.0768561284 -8.178301e-03 -2.022361e-02 -#> [354,] 2.655511e-02 -4.691865e-02 -0.1171444089 -1.372216e-01 -1.508561e-02 -#> [355,] 2.981858e-02 -3.707937e-02 -0.0791262292 -1.318509e-02 8.812909e-03 -#> [356,] 3.308260e-02 -4.790753e-02 -0.1274613505 -9.204535e-02 -1.676159e-03 -#> [357,] 2.323820e-02 -4.297857e-02 -0.0944752236 -1.372221e-01 -2.084753e-02 -#> [358,] 6.272096e-02 1.239728e-01 0.0509210287 -5.217949e-02 -4.460824e-02 -#> [359,] 9.811083e-03 -1.866133e-02 -0.0821595183 -8.713117e-02 -1.419994e-03 -#> [360,] 7.860468e-02 7.660374e-02 0.0123483376 -1.164672e-02 -2.278028e-02 -#> [361,] 3.177104e-02 -5.226502e-02 -0.0168026220 -2.945719e-02 -6.032105e-04 -#> [362,] 1.173292e-01 -1.738961e-01 0.1189025626 -3.381657e-02 -3.737974e-02 -#> [363,] 2.193452e-02 -1.701673e-02 0.0066928304 -1.917551e-02 -2.377986e-03 -#> [364,] 1.370138e-01 1.067187e-02 -0.0326748705 2.948684e-02 1.262601e-02 -#> [365,] 1.181621e-01 2.167048e-03 -0.0221519577 1.246705e-02 3.262515e-03 -#> [366,] 1.366812e-01 5.703354e-02 -0.0187009677 1.913390e-02 -5.955708e-03 -#> [367,] 1.107422e-01 6.559361e-02 -0.0077384453 9.924311e-03 -1.402019e-02 -#> [368,] 1.345736e-01 5.547822e-02 -0.0192446624 1.895579e-02 -1.104420e-02 -#> [369,] -1.259679e-02 8.447111e-02 0.0653985245 -7.226944e-02 -4.494582e-02 -#> [370,] 9.433743e-02 -3.231179e-02 -0.0282455112 1.618273e-02 1.855913e-02 -#> [371,] 9.079763e-02 -4.201426e-03 -0.0266669127 2.160814e-02 3.723126e-03 -#> [372,] 5.982187e-02 1.080054e-04 -0.0148234600 8.866326e-03 -3.242663e-04 -#> [373,] 9.777283e-02 2.863718e-02 -0.0192952219 1.931047e-02 -5.751898e-03 -#> [374,] 1.238306e-01 3.235960e-02 -0.0221049102 1.910745e-02 -6.188480e-03 -#> [375,] 1.514660e-01 4.794098e-02 -0.0306418364 3.273724e-02 -2.388957e-03 -#> [376,] 3.774625e-02 9.704721e-02 0.0540319332 -6.188102e-02 -4.809225e-02 -#> [377,] -2.575497e-02 4.089859e-02 0.0386555359 8.335214e-02 2.632083e-02 -#> [378,] 5.198761e-02 8.165757e-02 0.0345911776 -4.107270e-02 -3.546638e-02 -#> [379,] 2.578982e-02 -4.312056e-02 -0.0936492844 -1.061073e-01 -1.390824e-02 -#> [380,] 5.039130e-02 -4.309036e-02 -0.0238410170 1.441293e-02 1.940406e-02 -#> [381,] 1.962261e-02 -3.422343e-02 -0.0440145672 -1.200774e-01 -2.142150e-02 -#> [382,] 1.171268e-01 4.647214e-02 -0.0186539253 2.647844e-02 2.834392e-03 -#> [383,] -5.882934e-02 9.052476e-02 -0.1029068837 -1.953597e-02 1.743370e-02 -#> [384,] 1.184386e-01 6.674286e-02 -0.0193019859 2.817767e-02 -4.307028e-03 -#> [385,] -8.244952e-02 1.117746e-01 0.1240043299 -1.405414e-01 -6.174913e-02 -#> [386,] -1.453499e-02 2.739598e-02 -0.0213770686 4.764442e-02 2.377174e-02 -#> [387,] -7.748633e-02 1.176051e-01 0.1274784263 -1.464629e-01 -6.620907e-02 -#> [388,] 1.065986e-01 -1.462026e-02 -0.0357059219 3.123645e-02 1.914391e-02 -#> [389,] 6.118276e-02 1.202986e-02 -0.0248870748 2.883552e-02 3.829513e-03 -#> [390,] -1.185783e-01 -8.981373e-04 0.0630937222 -7.069637e-02 -2.694786e-02 -#> [391,] 3.942818e-02 6.696406e-02 0.0178025370 -9.241638e-03 -1.121889e-02 -#> [392,] -2.691426e-02 3.994892e-02 0.1570677140 1.589301e-01 7.361256e-03 -#> [393,] -4.455767e-02 7.261891e-02 0.1240790827 1.971026e-01 3.891055e-02 -#> [394,] 4.807221e-02 6.321629e-02 0.0107644361 -7.337061e-03 -1.866911e-02 -#> [395,] -3.920411e-02 6.339136e-02 0.0751994277 1.567802e-01 3.640223e-02 -#> [396,] 2.244499e-03 -3.135211e-03 0.0332260113 -3.640633e-02 -5.167983e-03 -#> [397,] -7.553019e-03 1.305765e-02 0.1355005409 1.061992e-01 -6.431518e-03 -#> [398,] 7.127340e-02 -1.088482e-01 0.1060507518 9.747483e-05 -2.086923e-02 -#> [399,] -4.513488e-03 6.419784e-03 0.1219584830 6.654978e-02 -9.121215e-03 -#> [400,] -1.912059e-02 2.854279e-02 0.1369913713 1.204098e-01 3.187423e-03 -#> [401,] 1.712105e-01 7.037650e-02 -0.0253905469 3.282245e-02 8.373820e-04 -#> [402,] 1.010873e-01 9.693576e-02 0.0057682109 3.327573e-03 -1.453651e-02 -#> [403,] 9.777991e-02 1.032568e-01 0.0178295774 -1.337530e-02 -2.044475e-02 -#> [404,] 1.498780e-01 1.178275e-01 0.0061513904 -7.778187e-04 -2.685871e-02 -#> [405,] -2.697784e-02 1.019329e-01 0.0122138532 2.225408e-02 5.452954e-03 -#> [406,] -5.759247e-02 1.095285e-01 -0.0581605011 1.378100e-01 4.570124e-02 -#> [407,] 1.451524e-02 -3.029064e-02 -0.0489966080 -9.128800e-02 -1.824229e-02 -#> [408,] -3.273026e-02 5.263986e-02 -0.0627546922 -2.342651e-02 7.288881e-03 -#> [409,] -3.911830e-02 6.457482e-02 -0.0836592404 -3.030633e-02 8.794516e-03 -#> [410,] -1.549772e-01 2.413520e-01 -0.2601069434 -3.228040e-02 3.747448e-02 -#> [411,] -1.752773e-01 2.734231e-01 -0.2967660284 -3.896451e-02 4.634696e-02 -#> [412,] -1.116284e-01 1.761791e-01 -0.1850180755 -2.274466e-02 2.737516e-02 -#> [413,] -3.434623e-02 5.579343e-02 0.0665086720 1.358705e-01 2.959998e-02 -#> [414,] -2.606855e-02 4.462216e-02 -0.0621000278 -2.887035e-02 6.801074e-03 -#> [415,] -2.644992e-02 6.602239e-02 -0.0821077499 1.484989e-01 4.971465e-02 -#> [416,] -6.270511e-03 7.957665e-03 0.1281010355 8.047677e-02 -1.086453e-02 -#> [417,] 1.131208e-01 -1.677709e-01 0.1177819468 -3.518806e-02 -3.515642e-02 -#> [418,] -5.792922e-03 7.804058e-03 0.1000297520 8.227043e-02 -8.385906e-03 -#> [419,] 1.537001e-02 -3.205600e-02 -0.0689239462 -1.133538e-01 -1.937403e-02 -#> [420,] -1.366324e-02 1.940899e-02 0.0513231044 4.018801e-02 5.842420e-03 -#> [421,] -1.278116e-02 1.791474e-02 0.0041242567 2.485566e-02 7.238280e-03 -#> [422,] -4.249816e-02 5.994209e-02 -0.0767384788 -1.685632e-02 9.423233e-04 -#> [423,] 8.898217e-03 -1.185303e-02 0.0212137501 -3.715105e-02 -7.142695e-03 -#> [424,] -1.973064e-02 5.282297e-02 0.0491287939 -5.130352e-02 -3.036062e-02 -#> [425,] 1.189952e-02 -1.359809e-02 -0.0100627266 7.229113e-03 -6.485261e-03 -#> [426,] 3.829617e-02 -3.437495e-03 0.0018121971 -1.005583e-02 -3.570150e-03 -#> [427,] -9.587453e-02 -6.540274e-04 0.0587903072 -6.996713e-02 -2.781716e-02 -#> [428,] 4.276064e-03 8.543250e-03 0.0113413066 -1.487684e-02 -1.594277e-02sigmas(dm)dataset(dm)#> ExpressionSet (storageMode: lockedEnvironment) +eigenvalues(dm)#> DC1 DC2 DC3 DC4 DC5 DC6 DC7 DC8 +#> 0.9526083 0.8365505 0.7704067 0.7529517 0.6788325 0.6147356 0.5599673 0.5236237 +#> DC9 DC10 DC11 DC12 DC13 DC14 DC15 DC16 +#> 0.4489879 0.4205820 0.4128898 0.3474249 0.3171181 0.3001260 0.2920855 0.2694330 +#> DC17 DC18 DC19 DC20 +#> 0.2666624 0.2502641 0.2416076 0.2349760eigenvectors(dm)#> DC1 DC2 DC3 DC4 DC5 +#> 10 0.050599180 -1.520386e-01 -6.533168e-02 -0.1622480187 3.763823e-02 +#> 11 0.050308628 -1.443503e-01 -6.044277e-02 -0.1462238755 3.364579e-02 +#> 12 0.042713978 -9.273382e-02 -2.730427e-02 -0.0750283429 2.435146e-02 +#> 13 0.046807417 -1.042527e-01 -3.789962e-02 -0.1091711573 1.065534e-02 +#> 14 0.049715209 -1.278690e-01 -5.608321e-02 -0.1454715532 9.759588e-03 +#> 15 0.048400715 -1.272830e-01 -5.256815e-02 -0.1367683300 1.240382e-02 +#> 16 0.042794319 -7.791882e-02 -2.804133e-02 -0.0692691687 -1.252788e-02 +#> 17 0.049326107 -1.365935e-01 -5.768856e-02 -0.1430884401 1.709088e-02 +#> 18 0.051274456 -1.416040e-01 -6.050170e-02 -0.1494047343 2.883784e-02 +#> 19 0.046960905 -1.254581e-01 -4.309161e-02 -0.0923235925 3.393039e-02 +#> 20 0.047207376 -1.263003e-01 -4.561280e-02 -0.1041927499 3.396080e-02 +#> 21 0.049309236 -1.427795e-01 -5.748081e-02 -0.1403235653 3.861518e-02 +#> 22 0.048646571 -1.241183e-01 -5.341951e-02 -0.1408368541 1.572545e-02 +#> 23 0.050355256 -1.301130e-01 -5.715613e-02 -0.1467143727 1.074362e-02 +#> 24 0.050906675 -1.411976e-01 -6.160965e-02 -0.1597680509 1.816967e-02 +#> 25 0.044202454 -9.578651e-02 -3.711852e-02 -0.0828946822 -3.598821e-03 +#> 26 0.048328323 -1.200188e-01 -4.696316e-02 -0.1114535989 9.042290e-03 +#> 27 0.051601460 -1.482557e-01 -6.319284e-02 -0.1565537864 2.804473e-02 +#> 28 0.049368552 -1.392756e-01 -5.517422e-02 -0.1285905766 3.443361e-02 +#> 29 0.040047039 -7.497741e-02 -1.518888e-02 -0.0205482508 3.505925e-03 +#> 30 0.040232348 -7.574281e-02 -1.671466e-02 -0.0275093549 -9.126294e-03 +#> 31 0.037844182 -5.776742e-02 -1.059970e-02 -0.0159012235 -1.988196e-02 +#> 32 0.040955466 -7.277507e-02 -1.914166e-02 -0.0385457158 -2.291637e-02 +#> 33 0.042788661 -8.599671e-02 -2.435593e-02 -0.0564551607 -9.435079e-03 +#> 34 0.039669942 -5.591159e-02 -1.936900e-02 -0.0390473224 -2.357148e-02 +#> 35 0.039894296 -6.352732e-02 -1.380330e-02 -0.0245114699 -1.885157e-02 +#> 36 0.039830137 -7.465263e-02 -1.337599e-02 -0.0090266757 1.545142e-04 +#> 37 0.039561181 -8.172801e-02 -1.436204e-02 -0.0042251063 1.215589e-02 +#> 38 0.039909813 -7.766003e-02 -1.554287e-02 -0.0169734357 -4.629574e-03 +#> 39 0.039868809 -7.224695e-02 -1.146337e-02 0.0032747575 5.475619e-03 +#> 40 0.037581091 -4.814965e-02 -8.303257e-03 -0.0130907840 -2.863084e-02 +#> 41 0.038907847 -6.356212e-02 -1.578875e-02 -0.0305139910 -2.598605e-02 +#> 42 0.040463287 -7.163959e-02 -1.812716e-02 -0.0312319520 -1.694303e-02 +#> 43 0.035690189 -5.149227e-02 -6.693487e-03 -0.0070338087 -2.677030e-02 +#> 44 0.037576199 -4.336939e-02 -1.276886e-02 -0.0093152742 -1.742774e-02 +#> 45 0.040815359 -6.432368e-02 -1.466645e-02 -0.0185542784 -1.408157e-03 +#> 46 0.037994255 -7.663932e-02 -1.241014e-02 0.0035405849 1.424437e-02 +#> 47 0.037805560 -6.591071e-02 -7.379936e-03 0.0127658856 2.566565e-03 +#> 48 0.041339504 -9.127307e-02 -2.289157e-02 -0.0290645316 1.580362e-02 +#> 49 0.039813597 -6.638827e-02 -1.394942e-02 -0.0242035408 -1.842853e-02 +#> 50 0.038513457 -5.746462e-02 -9.655108e-03 -0.0172416324 -2.503234e-02 +#> 51 0.039024878 -6.398100e-02 -9.141397e-03 -0.0135063344 -1.087880e-02 +#> 52 0.029427772 -1.294209e-02 -5.425624e-03 -0.0036729194 -4.452384e-02 +#> 53 0.030676396 -2.885828e-02 5.127016e-03 0.0260395882 -2.956340e-02 +#> 54 0.032689042 -3.762055e-02 5.057601e-03 0.0426773135 -8.196468e-03 +#> 55 0.033585219 -4.906757e-02 -7.625789e-05 0.0360943195 9.596645e-03 +#> 56 0.034516885 -4.581389e-02 3.263105e-03 0.0422954996 -4.992890e-04 +#> 57 0.029910563 -4.388752e-02 1.288516e-02 0.0731571184 1.722455e-02 +#> 58 0.028258455 -2.135239e-02 1.005193e-02 0.0419578011 -3.157181e-02 +#> 59 0.031462904 -3.319468e-02 4.654931e-03 0.0308933170 -2.713640e-02 +#> 60 0.031964117 -6.677986e-03 -8.993027e-03 -0.0115082374 -3.922414e-02 +#> 61 0.031589127 -3.874491e-02 4.769292e-03 0.0267600746 -2.121639e-02 +#> 62 0.030518188 -3.299777e-02 9.847099e-03 0.0513432888 -1.881702e-02 +#> 63 0.031276915 -4.070097e-02 9.755944e-03 0.0583021892 -1.296736e-03 +#> 64 0.032069408 -4.486049e-02 7.613868e-03 0.0537609508 -2.447095e-05 +#> 65 0.035921774 -4.991730e-02 -1.735321e-03 0.0281888048 -6.225900e-03 +#> 66 0.034645908 -2.873233e-02 -8.540790e-04 0.0043002345 -2.733852e-02 +#> 67 0.036547290 -3.939516e-02 -2.665593e-03 -0.0046557883 -2.764510e-02 +#> 68 0.035734692 -4.576388e-02 -5.056868e-03 0.0093364423 -1.801193e-02 +#> 69 0.033103654 -3.879853e-02 6.057013e-03 0.0395281253 -6.946485e-03 +#> 70 0.035212047 -4.387733e-02 1.405098e-03 0.0230894582 -9.802507e-03 +#> 71 0.035088970 -3.919989e-02 4.040409e-04 0.0262134528 -1.000282e-02 +#> 72 0.032808082 -4.501620e-02 9.142292e-03 0.0613298044 1.151378e-02 +#> 74 0.031039585 -9.581924e-03 1.639599e-02 -0.0066717968 -3.372258e-02 +#> 75 0.034565939 -5.002287e-02 5.406933e-03 0.0487224690 9.064436e-03 +#> 76 0.033010685 -3.071643e-02 1.887371e-03 0.0232432803 -2.075140e-02 +#> 77 0.025877333 9.224472e-03 -3.367198e-03 -0.0081418120 -5.387880e-02 +#> 78 0.037562655 -5.278390e-02 -9.438948e-03 -0.0007374742 -1.651765e-02 +#> 79 0.033538823 -4.450191e-02 2.127502e-03 0.0315362767 -9.382954e-03 +#> 80 0.034571299 -3.047768e-02 -3.423868e-04 0.0344028899 -2.765530e-03 +#> 81 0.033199550 -3.214184e-02 6.839283e-03 0.0436369162 -2.589629e-03 +#> 82 0.033766867 -5.100031e-02 8.118621e-03 0.0575572698 1.570487e-02 +#> 83 0.029939475 -4.023265e-02 1.337716e-02 0.0698649987 2.035434e-02 +#> 84 0.034270426 -4.559671e-02 5.509228e-03 0.0474785365 1.007218e-02 +#> 85 0.031689056 -4.192245e-02 1.052600e-02 0.0622049188 8.107746e-03 +#> 86 0.035961786 -4.354962e-02 -1.651377e-03 0.0122977144 -2.070204e-02 +#> 87 0.033173410 -3.555978e-02 3.118858e-03 0.0357444658 -1.698931e-02 +#> 88 0.033487202 -4.013286e-02 3.374939e-03 0.0315006064 -1.862346e-02 +#> 89 0.035251871 -3.635904e-02 2.314178e-03 0.0113964488 -1.844034e-02 +#> 90 0.035811212 -3.456506e-02 1.417623e-03 0.0204564465 -6.812765e-03 +#> 91 0.035013881 -5.236841e-02 1.939353e-03 0.0396361261 6.695140e-03 +#> 92 0.032924413 -4.602699e-02 7.055605e-03 0.0515210493 7.308790e-03 +#> 93 0.032700341 -3.687617e-02 7.261914e-03 0.0536221407 6.991550e-03 +#> 94 0.034170579 -4.609151e-02 5.306217e-03 0.0419547918 -3.902430e-03 +#> 95 0.035094766 -4.066963e-02 -1.356681e-05 0.0082659379 -2.824292e-02 +#> 96 0.020783010 -1.904351e-03 8.745001e-03 0.0302881505 -5.101383e-02 +#> 97 0.029274864 -1.648079e-02 1.810544e-02 0.0476025411 -1.635413e-02 +#> 98 0.022228471 -7.607569e-03 1.315599e-02 0.0507644691 -1.866767e-02 +#> 99 0.013951941 -2.235475e-02 2.141868e-02 0.0842014164 1.782855e-02 +#> 100 0.021346627 -2.870134e-02 2.248280e-02 0.0948217069 3.142367e-02 +#> 101 0.013383619 -2.752569e-02 2.220959e-02 0.0939639295 3.129917e-02 +#> 102 0.013271922 -2.535299e-02 1.996306e-02 0.0856022216 3.322992e-02 +#> 103 0.012378082 -2.203686e-02 1.891890e-02 0.0754588908 1.236353e-02 +#> 104 0.022047943 -1.757951e-02 1.516083e-02 0.0669190336 -2.405446e-02 +#> 105 0.025999825 -2.373729e-02 1.717153e-02 0.0660688261 -7.485898e-03 +#> 106 0.009650161 -1.424131e-02 1.827878e-02 0.0652563435 -2.073991e-02 +#> 107 0.018003574 -2.189327e-02 2.136331e-02 0.0836850934 1.052261e-03 +#> 108 0.022559760 -2.977704e-02 2.012377e-02 0.0909697228 1.466808e-02 +#> 109 0.016824467 -3.067150e-02 2.189678e-02 0.0964398165 3.662461e-02 +#> 110 0.030923340 -2.850092e-02 1.479132e-02 0.0597738267 1.693859e-02 +#> 111 0.016242399 -2.374881e-02 2.214867e-02 0.0919718582 2.733175e-02 +#> 112 -0.004050374 1.715604e-03 2.294588e-03 0.0309838264 -4.813665e-02 +#> 113 0.009477270 -8.880409e-03 1.763083e-02 0.0545051772 -3.968089e-02 +#> 114 0.020355765 -1.347809e-02 1.826436e-02 0.0617107387 -2.558765e-02 +#> 115 0.015760410 -8.139540e-03 1.594714e-02 0.0574241363 -3.651146e-02 +#> 116 0.023491745 -2.614545e-02 1.981117e-02 0.0774906857 -4.391091e-03 +#> 117 0.020526968 -2.202675e-02 2.187902e-02 0.0852500793 3.023843e-02 +#> 118 0.029756536 -3.214931e-02 1.675904e-02 0.0676944897 1.193851e-02 +#> 119 0.024154631 -3.422209e-02 2.136055e-02 0.0981630130 2.369058e-02 +#> 120 0.018462632 -1.948652e-02 2.333680e-02 0.0705718174 2.152507e-02 +#> 121 0.027761951 -2.788205e-02 1.660498e-02 0.0662129550 -9.612725e-03 +#> 122 0.028102383 -2.697728e-02 1.469315e-02 0.0560559702 -2.339270e-02 +#> 123 0.019302251 -1.740634e-02 1.790194e-02 0.0678873203 -1.281232e-02 +#> 124 0.024009325 -8.957001e-03 1.532946e-02 0.0460303838 -3.088065e-02 +#> 125 0.021226730 -2.378606e-02 1.885627e-02 0.0753240283 -5.754636e-03 +#> 126 0.027173812 -3.186717e-02 1.569714e-02 0.0691252958 2.644522e-03 +#> 127 0.023567814 -3.433500e-02 2.334928e-02 0.1004846191 2.812113e-02 +#> 128 0.017164880 -2.180616e-02 1.836004e-02 0.0794342087 1.234922e-02 +#> 129 0.020036246 -2.678715e-02 2.290271e-02 0.0962498319 1.152146e-02 +#> 130 0.017789847 -1.692550e-02 1.872073e-02 0.0710463201 -2.466353e-02 +#> 131 0.024441629 -1.294656e-02 1.261697e-02 0.0542896206 -4.224476e-02 +#> 132 0.025744632 -2.185000e-02 1.601419e-02 0.0688930374 -2.315420e-02 +#> 133 0.023093016 -1.277169e-02 1.155539e-02 0.0530258041 -3.295424e-02 +#> 134 0.021762549 -1.604494e-02 1.725427e-02 0.0663183881 -3.284965e-02 +#> 135 0.014414671 -1.320130e-02 1.880148e-02 0.0631086975 -2.792211e-02 +#> 136 0.025274578 -2.081069e-02 1.563160e-02 0.0668701675 -1.307535e-02 +#> 137 0.020395282 -2.649670e-02 2.243663e-02 0.0915802070 5.452922e-03 +#> 138 0.023455554 -1.598302e-02 1.191717e-02 0.0683575192 -1.685277e-02 +#> 139 0.011771350 -6.168414e-03 1.921138e-02 0.0478673212 -4.007493e-02 +#> 140 0.020767499 -1.106987e-02 1.633825e-02 0.0529272374 -4.541983e-02 +#> 141 0.023171035 -1.988704e-02 1.891346e-02 0.0688405063 -2.201793e-02 +#> 142 0.023712503 -1.454824e-02 1.408937e-02 0.0619957698 -3.302175e-02 +#> 143 0.027766009 -1.730293e-02 1.368189e-02 0.0525644305 -2.682705e-02 +#> 144 0.028477730 -3.644478e-02 1.708061e-02 0.0846185995 7.720399e-03 +#> 145 0.026895293 -3.038625e-02 1.597819e-02 0.0758907552 1.194646e-02 +#> 146 0.023433548 -3.146397e-02 1.738524e-02 0.0805578479 6.515147e-03 +#> 147 0.027908985 -3.500735e-02 1.780349e-02 0.0859545544 7.416858e-03 +#> 148 0.024899257 -1.716942e-02 1.540575e-02 0.0606125530 -2.405436e-02 +#> 149 0.025465358 -1.379407e-02 1.555809e-02 0.0574576196 -3.643176e-02 +#> 150 0.021495527 -2.077166e-02 1.937410e-02 0.0770300327 -2.385191e-02 +#> 151 0.025796085 -1.495945e-02 1.637483e-02 0.0406504006 -3.702182e-02 +#> 152 0.023909434 -1.678707e-02 1.533854e-02 0.0633327079 -3.279282e-02 +#> 153 0.023941512 -2.529280e-02 1.804916e-02 0.0826419950 -7.748008e-03 +#> 154 0.024188943 -2.537472e-02 1.563161e-02 0.0800491380 1.679071e-02 +#> 155 0.026800286 -3.182484e-02 1.956397e-02 0.0860566218 6.959006e-03 +#> 156 0.023664947 -3.150905e-02 2.175484e-02 0.0955809764 1.132518e-02 +#> 157 0.024962072 -1.874370e-02 1.700020e-02 0.0601525927 -3.251524e-02 +#> 158 0.027190267 -1.898803e-02 1.678751e-02 0.0564092067 -3.218873e-02 +#> 159 0.024831547 -2.204990e-02 1.914602e-02 0.0702733642 -2.064096e-02 +#> 160 0.025921935 -2.080898e-02 1.622933e-02 0.0612844892 -2.513868e-02 +#> 161 0.023872284 -1.792860e-02 1.735451e-02 0.0647880736 -2.500816e-02 +#> 162 0.006859106 -2.004887e-02 1.626375e-02 0.0722536643 2.333232e-02 +#> 163 0.023713551 -3.074520e-02 2.208567e-02 0.0915370408 2.711732e-02 +#> 164 0.031410383 -1.967823e-02 1.475119e-02 0.0520946498 -2.871906e-03 +#> 165 0.025213636 -3.295934e-02 2.003450e-02 0.0869790450 1.790372e-02 +#> 166 0.019339227 -1.233447e-02 1.817520e-02 0.0598223917 -4.205049e-02 +#> 167 0.024225904 -1.882672e-02 2.049800e-02 0.0655767291 -1.892306e-02 +#> 168 0.025614210 -1.895451e-02 1.498349e-02 0.0628232524 -2.439402e-02 +#> 169 0.021615299 -2.045270e-02 1.994935e-02 0.0625477002 -1.230935e-02 +#> 170 0.031582620 -2.154521e-02 1.701160e-02 0.0431296718 -7.436787e-03 +#> 171 -0.069476193 -1.010860e-03 -4.634186e-04 -0.0006489825 9.895747e-02 +#> 172 0.037218558 2.639179e-02 2.964819e-02 0.0139080986 3.012285e-02 +#> 173 -0.073284522 3.178486e-04 -2.185446e-03 -0.0073446714 7.658127e-02 +#> 174 -0.072851265 -3.782380e-04 -1.532597e-03 -0.0047538670 1.138466e-01 +#> 175 0.040620402 5.272471e-02 9.676344e-02 -0.0533926230 9.615058e-04 +#> 176 0.040719247 5.563494e-02 1.223141e-02 -0.0091227960 1.448317e-02 +#> 177 -0.065723808 2.324926e-03 -2.881579e-03 -0.0107405292 -4.453474e-02 +#> 178 0.039476971 4.304243e-02 4.833778e-02 -0.0147915830 1.373151e-02 +#> 179 0.040049437 4.206963e-02 6.137722e-02 -0.0147557672 2.067743e-02 +#> 180 0.040540926 6.757898e-02 -6.607342e-02 0.0078745687 2.376939e-02 +#> 181 -0.068066466 -1.096564e-03 -1.815362e-04 0.0002856431 1.055568e-01 +#> 182 -0.068876155 -1.559294e-03 2.693925e-04 0.0021273987 1.135674e-01 +#> 183 0.037469394 5.398330e-02 -3.964331e-02 0.0096190126 1.371466e-02 +#> 184 -0.066921313 1.806486e-03 -2.566935e-03 -0.0091459564 -1.479456e-02 +#> 185 0.039742320 4.911143e-02 4.623529e-02 -0.0098666945 2.033780e-02 +#> 186 0.036252788 3.839920e-02 2.968696e-02 -0.0009247433 1.008931e-02 +#> 187 0.042775267 6.799424e-02 -6.671001e-02 -0.0029388025 1.569342e-02 +#> 188 0.040405081 4.610139e-02 7.827991e-02 -0.0253218861 1.778630e-02 +#> 189 0.038338314 4.098958e-02 2.214695e-02 0.0127241364 2.926850e-02 +#> 190 0.039347390 4.674572e-02 -5.314107e-03 0.0162752377 2.909277e-02 +#> 191 0.037970462 4.050916e-02 3.890760e-02 0.0064855966 2.873914e-02 +#> 192 -0.066505906 -1.933645e-03 8.725336e-04 0.0043472030 1.204146e-01 +#> 193 -0.052288328 1.697949e-03 8.207455e-04 0.0006470249 -4.496338e-02 +#> 194 -0.057169263 2.424027e-04 4.592630e-04 0.0014060719 -1.434442e-03 +#> 195 0.033223039 1.499249e-02 2.571165e-02 0.0214748852 8.862722e-03 +#> 196 0.035067844 4.055480e-02 4.495111e-02 -0.0170727736 -5.678219e-05 +#> 197 -0.043334929 2.069121e-03 2.524348e-03 0.0049403677 -3.837919e-02 +#> 198 -0.009603867 -4.358692e-03 1.732705e-02 0.0450543500 6.686989e-02 +#> 199 0.036470599 3.445896e-02 3.385953e-02 0.0175208728 3.305170e-02 +#> 200 -0.050481059 -4.889057e-03 4.706414e-03 0.0192313360 9.069365e-02 +#> 201 -0.071152493 -7.589845e-04 -7.655782e-04 -0.0017493566 1.050197e-01 +#> 202 0.037164133 4.562431e-02 2.644751e-02 -0.0162835304 -1.663686e-03 +#> 203 -0.059443404 2.053293e-03 -1.113929e-03 -0.0051759571 -4.289967e-02 +#> 204 0.034896789 4.113775e-02 4.567339e-02 -0.0151567283 -7.026453e-03 +#> 205 0.038046880 3.657533e-02 5.998957e-02 -0.0048868617 1.902426e-02 +#> 206 0.036739525 1.926271e-02 2.712659e-02 0.0202878971 2.569168e-02 +#> 207 0.034407949 1.958120e-02 1.917108e-02 0.0353547095 3.573919e-02 +#> 208 -0.068941815 -1.679617e-03 2.393687e-04 0.0022723701 1.297989e-01 +#> 209 -0.060667790 -1.758762e-03 1.485773e-03 0.0067323169 7.561910e-02 +#> 210 -0.068401424 -3.107025e-05 -1.219131e-03 -0.0037103117 6.699581e-02 +#> 211 -0.059643490 5.423872e-04 -7.995725e-05 -0.0005697297 -9.690138e-03 +#> 212 -0.062793771 1.753740e-03 -1.782128e-03 -0.0069811829 -3.184294e-02 +#> 213 0.037947175 4.042311e-02 5.758578e-02 -0.0142954505 9.557167e-03 +#> 214 0.035776751 2.959096e-02 5.668267e-02 -0.0021841123 1.330403e-02 +#> 215 0.038597263 4.325082e-02 4.409124e-02 0.0051293887 3.110977e-02 +#> 216 -0.060051552 -3.950117e-03 3.112624e-03 0.0134509519 1.321859e-01 +#> 217 -0.068697101 -2.522047e-04 -1.006993e-03 -0.0027118991 7.841671e-02 +#> 218 0.037255375 3.292375e-02 3.968318e-02 0.0191095354 3.255362e-02 +#> 219 0.042026118 7.697183e-02 -7.337914e-02 -0.0064047137 7.147988e-03 +#> 220 0.038048436 6.197238e-02 -3.697814e-02 -0.0143707320 -8.998442e-03 +#> 221 0.039085163 4.239279e-02 6.266633e-02 -0.0083034754 2.031629e-02 +#> 222 -0.049428532 2.493159e-03 5.064852e-04 0.0005343472 -6.372885e-02 +#> 223 -0.068384861 -2.631538e-04 -9.789517e-04 -0.0028103596 6.910317e-02 +#> 224 -0.060562170 -2.926131e-03 2.307065e-03 0.0097344020 9.864227e-02 +#> 225 0.034694749 2.371646e-02 4.501869e-02 0.0219438448 3.090271e-02 +#> 226 -0.065474045 -8.168258e-04 -1.894432e-05 0.0013204799 8.515210e-02 +#> 227 -0.060731458 -2.326886e-03 1.993103e-03 0.0085155562 9.802349e-02 +#> 228 0.030881962 2.332979e-02 2.927189e-02 0.0156184734 4.114793e-03 +#> 229 0.039703307 4.781158e-02 4.758221e-02 -0.0141247798 1.521811e-02 +#> 230 0.042211621 7.332610e-02 -5.427637e-02 -0.0056203353 1.374363e-02 +#> 231 -0.046961257 2.384729e-03 4.458936e-04 0.0009935477 -8.155053e-02 +#> 232 -0.068450110 5.973394e-04 -1.638858e-03 -0.0057375659 3.241773e-02 +#> 233 -0.067572443 -2.102816e-03 9.964854e-04 0.0049493327 1.188758e-01 +#> 234 0.035803488 2.231588e-02 3.765922e-02 0.0279470699 3.072135e-02 +#> 235 0.036883343 2.548908e-02 2.268610e-02 0.0153228078 1.775051e-02 +#> 236 0.036661443 3.001750e-02 4.100069e-02 0.0188208418 3.578955e-02 +#> 237 -0.068730147 1.291010e-03 -2.707577e-03 -0.0094173760 1.684668e-02 +#> 238 0.037785704 4.500641e-02 6.120908e-02 -0.0215585572 7.112860e-03 +#> 239 -0.056713689 -1.263993e-03 1.403335e-03 0.0067597971 3.685639e-02 +#> 240 -0.036570565 -1.500681e-04 2.877857e-03 0.0113700252 -5.239794e-02 +#> 241 0.031216520 2.005168e-02 2.071138e-02 0.0022341759 -9.789971e-03 +#> 242 -0.061622104 -1.902924e-03 1.305846e-03 0.0052019735 7.543260e-02 +#> 243 0.027842321 1.820477e-03 3.213100e-02 0.0288152257 9.878192e-04 +#> 244 -0.067867887 -8.606025e-06 -1.185765e-03 -0.0036492526 5.981048e-02 +#> 245 -0.065112615 -1.021621e-03 2.587874e-04 0.0019639972 7.528137e-02 +#> 246 0.038511715 5.094978e-02 1.024780e-02 -0.0142723073 4.519540e-03 +#> 247 -0.059779180 1.237873e-03 -7.621234e-04 -0.0024817974 -2.133404e-02 +#> 248 0.035350105 5.161128e-02 -1.661176e-03 -0.0072771412 2.716181e-03 +#> 249 -0.044014237 2.852024e-03 5.180675e-04 0.0016688531 -7.634303e-02 +#> 250 0.039946093 4.812917e-02 7.274284e-02 -0.0349224378 6.767769e-03 +#> 251 -0.063857669 -1.700629e-03 1.027855e-03 0.0047214020 8.412770e-02 +#> 252 -0.039661375 -9.857816e-03 7.975240e-03 0.0332679812 8.770265e-02 +#> 253 -0.057683506 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0.0108297174 2.239316e-02 +#> 268 -0.028325104 7.587745e-04 4.877725e-03 0.0120870662 -6.254204e-02 +#> 270 -0.068022127 1.148714e-03 -2.207706e-03 -0.0077721653 1.592918e-02 +#> 271 0.034404134 3.065029e-02 4.517726e-02 -0.0004461135 8.523324e-03 +#> 272 -0.069722609 3.714628e-05 -1.584657e-03 -0.0051117740 7.461119e-02 +#> 273 -0.068739588 9.080749e-04 -2.111176e-03 -0.0072147844 2.921892e-02 +#> 274 0.036723355 3.365993e-02 2.500689e-02 0.0026980295 1.070275e-02 +#> 275 0.034854542 4.673467e-02 1.905379e-02 -0.0229616971 -1.470371e-02 +#> 277 -0.062484384 2.969768e-03 -2.674670e-03 -0.0099407051 -7.786662e-02 +#> 278 -0.056744108 2.617066e-03 -1.275815e-03 -0.0049264491 -7.081719e-02 +#> 279 -0.060172856 4.128612e-03 -3.068682e-03 -0.0109833001 -1.057322e-01 +#> 281 0.003359837 -1.191289e-03 1.213432e-02 0.0304245779 -3.207958e-02 +#> 282 0.035811299 3.166697e-02 4.742288e-02 0.0019256307 1.539031e-02 +#> 283 -0.066330023 -1.396365e-03 3.083490e-04 0.0022647709 9.885877e-02 +#> 284 0.043430962 8.763697e-02 -1.078397e-01 -0.0013742266 1.625119e-02 +#> 285 -0.072476583 1.512519e-03 -3.466662e-03 -0.0124238953 2.742202e-02 +#> 286 0.044312310 6.353217e-02 1.453912e-01 -0.0973024521 -3.058828e-03 +#> 287 0.040392912 7.307194e-02 -8.901750e-02 -0.0124491288 -9.905095e-03 +#> 288 0.042710589 8.872530e-02 -1.071618e-01 -0.0063422326 6.817886e-03 +#> 289 0.042132470 4.609373e-02 1.158516e-01 -0.0662781017 2.208323e-03 +#> 290 0.044430500 9.696983e-02 -1.153019e-01 -0.0132951709 6.039123e-03 +#> 291 -0.071075826 1.182934e-03 -3.057575e-03 -0.0109200176 3.823832e-02 +#> 292 0.042250044 7.822452e-02 -9.131129e-02 0.0017441668 1.639218e-02 +#> 293 -0.069058026 1.811776e-03 -3.017811e-03 -0.0108885212 -6.427334e-03 +#> 294 0.042408101 8.142281e-02 -9.716137e-02 0.0002019962 8.910538e-03 +#> 295 -0.062639594 5.049125e-03 -5.002379e-03 -0.0174089990 -1.303004e-01 +#> 296 0.042724608 8.110998e-02 -8.924775e-02 -0.0188249533 -4.148036e-03 +#> 297 -0.064192904 3.887119e-03 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-0.0067922075 8.539334e-02 +#> 311 -0.071323125 1.252122e-03 -3.225843e-03 -0.0116065811 4.144045e-02 +#> 312 -0.070555480 1.321950e-03 -3.111692e-03 -0.0111389042 2.653732e-02 +#> 313 -0.058051599 6.087194e-03 -5.193756e-03 -0.0162284356 -1.294107e-01 +#> 314 -0.069173486 3.848545e-03 -5.122261e-03 -0.0188746232 -9.404043e-02 +#> 315 -0.067579832 3.976462e-03 -4.884420e-03 -0.0177972154 -9.994118e-02 +#> 316 -0.064814918 2.970434e-03 -3.529566e-03 -0.0127784932 -6.397492e-02 +#> 317 -0.052910295 5.417268e-03 -3.974932e-03 -0.0143822651 -1.170419e-01 +#> 318 -0.072080666 -2.464349e-04 -1.739598e-03 -0.0055241892 1.099685e-01 +#> 319 -0.071950204 -1.690014e-04 -1.731233e-03 -0.0055276973 1.017586e-01 +#> 320 -0.071616403 9.727513e-04 -2.861716e-03 -0.0101612662 4.959736e-02 +#> 321 -0.071228608 1.535287e-03 -3.241617e-03 -0.0116122689 1.757397e-02 +#> 322 -0.066313892 3.747597e-03 -4.210629e-03 -0.0155206096 -9.814169e-02 +#> 323 0.043647901 5.830605e-02 1.329815e-01 -0.0813114298 7.498289e-03 +#> 324 0.039475449 6.601228e-02 -7.179973e-02 -0.0136719372 -1.192647e-02 +#> 325 0.020645196 8.567229e-03 -7.607889e-03 0.0280271989 -1.078335e-02 +#> 326 0.043592119 8.416358e-02 -8.206788e-02 -0.0131651585 8.108920e-03 +#> 327 -0.061546285 -9.779881e-05 -5.680184e-04 -0.0017439253 1.521871e-02 +#> 328 -0.067496592 7.621495e-04 -1.967950e-03 -0.0069673556 3.162386e-02 +#> 329 -0.072339230 5.855954e-04 -2.370351e-03 -0.0082336908 6.623237e-02 +#> 330 -0.068642230 2.455193e-03 -3.919399e-03 -0.0142510576 -3.032831e-02 +#> 331 -0.069333110 3.499399e-03 -4.844573e-03 -0.0178774446 -8.001625e-02 +#> 332 -0.070457284 2.178394e-03 -3.871546e-03 -0.0142189328 -1.181967e-02 +#> 333 -0.067124773 1.676333e-03 -2.785897e-03 -0.0098947841 -3.241510e-03 +#> 334 -0.064515812 2.195343e-03 -2.797682e-03 -0.0101182219 -3.440673e-02 +#> 335 -0.066538695 2.908323e-04 -1.496604e-03 -0.0049114671 3.427567e-02 +#> 336 0.040692800 7.115012e-02 -7.290795e-02 0.0064057482 2.166672e-02 +#> 337 -0.068560122 -2.556931e-04 -1.025425e-03 -0.0027887954 7.336343e-02 +#> 338 0.041838230 6.685213e-02 -5.367310e-02 0.0019726864 1.979668e-02 +#> 339 0.034840527 5.962707e-02 -4.296020e-02 -0.0082254248 -1.040479e-02 +#> 340 -0.069959892 2.831853e-03 -4.230131e-03 -0.0156204356 -4.909494e-02 +#> 341 -0.071257825 1.975070e-03 -3.633500e-03 -0.0132935192 -4.355784e-03 +#> 342 -0.067796786 3.417530e-03 -4.205029e-03 -0.0156073639 -8.250744e-02 +#> 343 -0.070430975 2.475337e-03 -4.115541e-03 -0.0150686330 -2.766541e-02 +#> 344 -0.068906218 8.174046e-04 -2.321028e-03 -0.0081151530 3.604851e-02 +#> 345 -0.066693314 -2.436217e-03 1.180419e-03 0.0058569157 1.212384e-01 +#> 346 -0.072757752 -2.958418e-04 -1.482957e-03 -0.0046167191 1.031026e-01 +#> 347 0.036902354 4.383179e-02 -4.787900e-02 0.0125964631 1.319743e-02 +#> 348 0.027039399 4.579043e-02 -4.555648e-02 -0.0112894562 -3.714895e-02 +#> 349 -0.070230346 2.806315e-03 -4.497136e-03 -0.0166832761 -4.396683e-02 +#> 350 -0.070691041 2.119090e-03 -3.826686e-03 -0.0140339957 -9.873612e-03 +#> 351 -0.066211418 4.466113e-03 -5.184063e-03 -0.0186348017 -1.153761e-01 +#> 352 -0.068015770 3.390934e-03 -4.482809e-03 -0.0163963589 -7.566750e-02 +#> 353 -0.067967945 1.733155e-03 -2.772310e-03 -0.0101875917 -9.496512e-03 +#> 354 -0.070523044 3.142929e-04 -2.093507e-03 -0.0070611952 7.019007e-02 +#> 355 -0.072839678 4.361338e-04 -2.575988e-03 -0.0088874159 9.035274e-02 +#> 356 -0.058298828 -1.549209e-03 2.029653e-03 0.0059562732 7.142770e-02 +#> 357 -0.064632010 3.794906e-03 -4.360829e-03 -0.0155858870 -8.516929e-02 +#> 358 -0.063788199 4.363809e-03 -4.551994e-03 -0.0156091091 -1.095901e-01 +#> 359 -0.066908744 2.916273e-03 -3.517904e-03 -0.0130464313 -6.323473e-02 +#> 360 -0.066222604 4.034628e-03 -4.522835e-03 -0.0161174558 -1.041313e-01 +#> 361 0.045088691 9.881271e-02 -1.219694e-01 -0.0107882225 6.161715e-03 +#> 362 -0.067059791 2.573601e-03 -3.384312e-03 -0.0121909903 -4.607669e-02 +#> 363 -0.071629143 1.098935e-03 -2.903643e-03 -0.0103094913 3.636241e-02 +#> 364 -0.071461336 1.766649e-03 -3.473094e-03 -0.0125940801 8.154650e-03 +#> 365 0.043571283 9.280693e-02 -1.101768e-01 -0.0100199804 1.007692e-02 +#> 366 0.046466112 8.012390e-02 1.840565e-01 -0.1225541807 3.628687e-03 +#> 367 0.047052955 7.768563e-02 1.731429e-01 -0.1174229532 2.276545e-03 +#> 368 0.041808235 7.572467e-02 -6.495042e-02 -0.0196258649 6.407167e-04 +#> 369 0.039723224 6.589861e-02 -7.336449e-03 -0.0403189293 -1.549561e-02 +#> 370 0.039477662 7.304153e-02 -5.316850e-02 -0.0252855167 -1.074136e-02 +#> 371 0.044231974 8.966485e-02 -9.600854e-02 -0.0146886715 3.042937e-03 +#> 372 -0.072612401 3.952963e-04 -2.389797e-03 -0.0081140236 7.872237e-02 +#> 373 0.042884293 7.750911e-02 -7.170316e-02 -0.0049768667 1.397433e-02 +#> 374 -0.070505913 9.465118e-04 -2.667059e-03 -0.0092393713 4.251964e-02 +#> 375 0.040377423 5.866593e-02 3.658438e-02 -0.0411724618 -5.366104e-03 +#> 376 0.047365795 8.048430e-02 1.847415e-01 -0.1256676508 2.001248e-03 +#> 377 -0.065802912 3.975004e-03 -4.821596e-03 -0.0173798617 -1.001842e-01 +#> 378 -0.068360682 3.530595e-03 -4.996730e-03 -0.0182904937 -8.149461e-02 +#> 379 -0.069192971 3.837754e-03 -5.072944e-03 -0.0185044520 -9.437613e-02 +#> 380 -0.069078809 2.136077e-03 -3.589794e-03 -0.0128371029 -2.327936e-02 +#> 381 -0.060554366 9.841627e-04 -2.295421e-03 -0.0059007410 9.274167e-03 +#> 382 -0.066035445 2.123114e-03 -3.032896e-03 -0.0109256344 -2.941061e-02 +#> 383 -0.072307966 -1.797467e-04 -1.711076e-03 -0.0053160600 1.009699e-01 +#> 384 -0.070236574 3.935308e-03 -5.407285e-03 -0.0198529066 -9.746599e-02 +#> 385 -0.070507345 3.420433e-03 -4.632098e-03 -0.0170567556 -7.775143e-02 +#> 386 -0.068690118 3.030712e-03 -4.235704e-03 -0.0151848309 -5.580650e-02 +#> 387 -0.066840318 3.026767e-03 -4.023521e-03 -0.0144384214 -6.002330e-02 +#> 388 -0.066943003 3.007054e-03 -3.923011e-03 -0.0142088894 -6.484492e-02 +#> 389 -0.066497682 2.329315e-03 -3.373019e-03 -0.0125286832 -3.515683e-02 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1.155722e-03 -3.668807e-04 -0.0060473112 -2.396687e-04 +#> 404 -0.061929508 5.482432e-03 -5.452331e-03 -0.0180976059 -1.307028e-01 +#> 405 -0.058093238 5.516700e-03 -4.942388e-03 -0.0152803177 -1.124759e-01 +#> 406 0.044631804 9.956459e-02 -1.223059e-01 -0.0104592629 9.978677e-03 +#> 407 0.043645186 9.510617e-02 -1.182431e-01 -0.0034568606 1.911637e-02 +#> 408 -0.069678924 5.270110e-04 -2.219759e-03 -0.0075694017 5.778599e-02 +#> 409 0.046029854 9.742043e-02 -1.177535e-01 -0.0037603617 2.013746e-02 +#> 410 0.043987114 9.493976e-02 -1.136330e-01 -0.0087209749 7.504549e-03 +#> 411 0.044685066 9.937442e-02 -1.203070e-01 -0.0161624999 -1.443412e-04 +#> 412 0.047145101 7.772529e-02 1.771159e-01 -0.1161124361 3.245003e-03 +#> 413 0.044837620 9.971774e-02 -1.216331e-01 -0.0131823353 1.874343e-03 +#> 414 0.044606008 1.003975e-01 -1.219963e-01 -0.0122197800 7.678850e-03 +#> 415 -0.061823041 3.173728e-03 -4.174501e-03 -0.0152897625 -7.842611e-02 +#> 416 -0.071851081 1.084455e-03 -3.039051e-03 -0.0107469279 4.270107e-02 +#> 417 -0.071561253 1.239403e-03 -3.230555e-03 -0.0115165590 3.764994e-02 +#> 418 -0.069355341 7.665508e-04 -2.541749e-03 -0.0090218888 3.864209e-02 +#> 419 -0.033800118 9.054797e-03 -5.365575e-03 -0.0095716306 -1.055297e-01 +#> 420 0.003025556 1.411839e-02 -3.973259e-03 -0.0150505605 -7.910867e-02 +#> 421 0.045191964 9.608282e-02 -1.069320e-01 -0.0140030805 6.422649e-03 +#> 422 0.047473934 7.409340e-02 1.737964e-01 -0.1084945596 7.633836e-03 +#> 423 0.047675181 7.723004e-02 1.838250e-01 -0.1161843273 7.389580e-03 +#> 424 0.045877773 6.660935e-02 1.602974e-01 -0.0969587403 1.147980e-02 +#> 425 0.044962649 6.365950e-02 1.499504e-01 -0.0900025998 1.425467e-02 +#> 426 0.040028280 4.385892e-02 1.162153e-01 -0.0557731508 1.259279e-02 +#> 427 0.043789769 8.836510e-02 -1.065721e-01 -0.0031348273 1.833034e-02 +#> 428 0.043291572 6.563771e-02 1.502876e-01 -0.0921957804 5.383746e-03 +#> 429 0.028072342 3.935828e-02 -2.478436e-02 -0.0204901002 -4.418924e-02 +#> 430 0.045800379 1.032090e-01 -1.255245e-01 -0.0151096496 3.216358e-03 +#> 431 0.048257623 8.322779e-02 1.891420e-01 -0.1273052476 2.858712e-03 +#> 432 0.043588728 9.069594e-02 -1.077013e-01 -0.0136235831 -7.443819e-04 +#> 433 0.044329643 9.267146e-02 -1.007804e-01 -0.0135623165 7.187785e-03 +#> 434 0.043955483 9.358426e-02 -1.145463e-01 -0.0047647415 1.304333e-02 +#> 435 0.044587684 8.370388e-02 -1.032665e-01 -0.0042368428 1.521284e-02 +#> 436 0.041524132 3.875354e-02 4.737275e-02 -0.0355260651 1.062291e-02 +#> 437 0.040406389 8.327352e-02 -9.608984e-02 -0.0108417241 -8.095606e-04 +#> 438 -0.060001575 4.837725e-03 -4.304931e-03 -0.0149547829 -1.205414e-01 +#> 439 -0.066290992 2.970948e-03 -3.676425e-03 -0.0134218660 -6.521591e-02 +#> 440 -0.065863174 4.068723e-03 -4.950307e-03 -0.0175380573 -9.685176e-02 +#> 441 -0.062216956 4.836677e-03 -4.817506e-03 -0.0162531292 -1.212774e-01 +#> 442 -0.065394597 3.774457e-03 -4.198361e-03 -0.0150699729 -9.042877e-02 +#> DC6 DC7 DC8 DC9 DC10 +#> 10 9.659917e-02 0.0952997240 1.459371e-01 -1.151429e-01 2.239529e-02 +#> 11 8.470803e-02 0.0846053187 1.123232e-01 -1.153786e-01 2.386465e-02 +#> 12 6.690821e-02 0.0560228622 4.100014e-02 -1.072142e-01 2.789410e-02 +#> 13 1.266674e-02 -0.0097598604 5.887314e-02 7.936427e-02 -2.560541e-02 +#> 14 -3.177319e-03 -0.0391264621 9.264977e-02 2.361356e-01 -6.652627e-02 +#> 15 6.634687e-03 -0.0232847970 7.825791e-02 1.736208e-01 -5.623755e-02 +#> 16 -5.990142e-02 -0.0813110729 -3.018755e-02 1.412703e-01 -1.936930e-02 +#> 17 2.268821e-02 -0.0011536406 8.330237e-02 1.106199e-01 -3.774369e-02 +#> 18 6.584898e-02 0.0527772960 1.144875e-01 -1.542781e-02 -6.433067e-03 +#> 19 9.247896e-02 0.1142315442 2.856744e-02 -2.380991e-01 7.172564e-02 +#> 20 9.318866e-02 0.1071813815 5.124262e-02 -2.269291e-01 6.540225e-02 +#> 21 1.052386e-01 0.1118350538 1.110827e-01 -2.027227e-01 5.276399e-02 +#> 22 2.159539e-02 -0.0059766716 1.014616e-01 1.400074e-01 -4.342655e-02 +#> 23 -9.323742e-04 -0.0364939812 9.142234e-02 2.280654e-01 -6.531373e-02 +#> 24 2.195683e-02 -0.0118494394 1.177304e-01 1.979823e-01 -6.479404e-02 +#> 25 -3.567663e-02 -0.0581475585 -1.996767e-02 1.181552e-01 -2.503022e-02 +#> 26 1.522886e-03 -0.0170742050 2.510049e-02 7.883536e-02 -2.447477e-02 +#> 27 6.056605e-02 0.0465343567 1.185166e-01 1.266530e-02 -1.457537e-02 +#> 28 9.020982e-02 0.0993995716 7.976497e-02 -1.748503e-01 4.365342e-02 +#> 29 2.424005e-03 0.0091241497 -6.630432e-02 -6.588924e-02 1.411478e-02 +#> 30 -4.238388e-02 -0.0452483005 -9.110366e-02 7.231634e-03 -1.699584e-03 +#> 31 -7.129885e-02 -0.0797550165 -8.800567e-02 3.816955e-02 -4.659845e-03 +#> 32 -8.881068e-02 -0.1079551598 -9.781395e-02 9.770893e-02 -8.565103e-03 +#> 33 -5.009573e-02 -0.0656136545 -6.064361e-02 7.910548e-02 -1.905824e-02 +#> 34 -8.315158e-02 -0.0931929229 -5.543766e-02 9.855996e-02 3.874577e-03 +#> 35 -7.173167e-02 -0.0820866176 -9.191838e-02 4.775081e-02 -5.924645e-03 +#> 36 -1.020788e-02 0.0006969580 -1.169500e-01 -7.471549e-02 1.927051e-02 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2.881566e-03 1.391199e-01 +#> 78 -5.631181e-02 -0.0570848469 -8.637578e-02 6.463392e-03 -6.533398e-03 +#> 79 -2.734548e-02 -0.0127793387 -6.866789e-02 -2.928461e-02 -7.274152e-03 +#> 80 -6.543965e-03 -0.0052820918 -7.295528e-02 -3.272349e-02 -1.860446e-02 +#> 81 -3.224502e-03 -0.0027237436 -7.025645e-02 -2.585156e-02 -1.048013e-02 +#> 82 4.173630e-02 0.0776994109 -1.175647e-01 -4.339537e-02 3.975559e-02 +#> 83 5.010659e-02 0.0831167034 -8.521549e-02 8.517004e-03 3.853225e-02 +#> 84 2.863355e-02 0.0485504224 -1.037828e-01 -5.154493e-02 2.118420e-02 +#> 85 2.078169e-02 0.0557390555 -7.017199e-02 -1.246195e-02 1.340145e-02 +#> 86 -6.437595e-02 -0.0671133751 -7.892436e-02 -7.262636e-04 -1.445188e-02 +#> 87 -4.419641e-02 -0.0344714299 -5.374120e-02 -3.319514e-02 -2.280049e-02 +#> 88 -5.029814e-02 -0.0403973933 -4.976376e-02 -2.668545e-02 -2.442531e-02 +#> 89 -5.403803e-02 -0.0622970265 -7.026489e-02 -5.057991e-03 -1.041688e-02 +#> 90 -1.918628e-02 -0.0286580606 -7.807723e-02 -2.683891e-02 -1.193430e-02 +#> 91 1.668717e-02 0.0430490678 -1.113508e-01 -6.279219e-02 1.693110e-02 +#> 92 1.970772e-02 0.0491227241 -8.862799e-02 -3.769551e-02 1.576860e-02 +#> 93 2.104110e-02 0.0379339551 -8.579550e-02 -3.275316e-02 4.623953e-03 +#> 94 -1.118727e-02 0.0075545675 -9.153126e-02 -4.263432e-02 -1.257568e-03 +#> 95 -8.154522e-02 -0.0777593680 -5.163844e-02 9.157264e-03 -8.968368e-03 +#> 96 -7.583050e-02 -0.0486075129 8.426276e-02 -4.656135e-02 2.869609e-02 +#> 97 -2.499802e-02 -0.0251799535 2.605936e-02 -3.445466e-02 -2.726046e-02 +#> 98 -2.175954e-02 -0.0149993146 6.028848e-02 -2.534290e-02 -2.535982e-02 +#> 99 1.736462e-02 0.0685289769 4.338646e-02 8.726169e-02 1.599973e-02 +#> 100 5.160117e-02 0.1078690079 -6.061630e-03 1.331005e-01 4.423730e-02 +#> 101 3.256665e-02 0.1046163252 2.042727e-02 1.344583e-01 4.098294e-02 +#> 102 3.401963e-02 0.0909099460 1.235574e-02 1.140476e-01 3.754433e-02 +#> 103 1.045178e-02 0.0592819030 3.776259e-02 6.195396e-02 6.247694e-03 +#> 104 -4.077146e-02 -0.0036509789 8.554750e-02 -3.067377e-02 -4.614698e-02 +#> 105 -1.139563e-02 0.0181966433 2.360600e-02 -1.842245e-03 -2.331111e-02 +#> 106 -2.668490e-02 0.0079677687 9.867219e-02 -1.193041e-02 -3.006269e-02 +#> 107 1.065367e-04 0.0509487561 6.464944e-02 5.376624e-02 -1.009456e-02 +#> 108 2.219290e-02 0.0847540429 1.039743e-02 8.517238e-02 1.418355e-02 +#> 109 4.746237e-02 0.1244972488 -3.968633e-03 1.558484e-01 5.919940e-02 +#> 110 5.105785e-02 0.0467853087 -5.335841e-02 9.691148e-03 1.857941e-02 +#> 111 3.488372e-02 0.0899005414 2.905376e-02 1.223349e-01 2.883286e-02 +#> 112 -2.789003e-02 -0.0103630363 7.921961e-02 -2.737458e-02 7.911029e-03 +#> 113 -4.158763e-02 -0.0176164715 1.186116e-01 -4.521505e-02 -2.799559e-02 +#> 114 -3.694453e-02 -0.0133605952 9.180666e-02 -3.644840e-02 -3.901379e-02 +#> 115 -4.738462e-02 -0.0212396055 1.211174e-01 -5.091616e-02 -3.602114e-02 +#> 116 -5.774236e-03 0.0358910552 3.715073e-02 1.752223e-02 -1.921411e-02 +#> 117 5.627001e-02 0.0839345461 3.139162e-03 1.203826e-01 3.738273e-02 +#> 118 3.464949e-02 0.0516418812 -5.323165e-02 1.516326e-02 1.524182e-02 +#> 119 4.122593e-02 0.1149026263 -2.085572e-02 1.121368e-01 3.712934e-02 +#> 120 3.963056e-02 0.0514750366 1.266424e-02 6.901464e-02 2.195694e-02 +#> 121 -1.491220e-02 0.0123793181 1.321973e-02 -1.674844e-02 -2.683446e-02 +#> 122 -4.775940e-02 -0.0232324263 3.060150e-02 -3.768861e-02 -3.982464e-02 +#> 123 -1.724764e-02 0.0113858948 6.832794e-02 -3.986832e-03 -2.825090e-02 +#> 124 -4.863376e-02 -0.0358779588 7.563484e-02 -4.952618e-02 -2.614834e-02 +#> 125 -9.227404e-03 0.0326030276 4.959563e-02 1.296830e-02 -2.234769e-02 +#> 126 5.855420e-03 0.0410543840 -2.145499e-02 1.190761e-02 -2.466118e-03 +#> 127 4.914667e-02 0.1198731243 -1.826346e-02 1.277337e-01 4.683876e-02 +#> 128 1.154794e-02 0.0617233811 4.136736e-02 6.282090e-02 1.577760e-05 +#> 129 1.448798e-02 0.0838598653 4.985732e-02 9.461520e-02 2.941444e-03 +#> 130 -3.633163e-02 0.0036071714 1.053667e-01 -2.320197e-02 -4.351678e-02 +#> 131 -7.751362e-02 -0.0454889310 1.141478e-01 -6.847079e-02 -4.217441e-02 +#> 132 -4.408100e-02 -0.0079773979 7.369714e-02 -3.681985e-02 -5.458413e-02 +#> 133 -5.445868e-02 -0.0280548246 8.825046e-02 -4.602968e-02 -3.819046e-02 +#> 134 -5.430370e-02 -0.0191219319 1.123045e-01 -5.172533e-02 -5.499628e-02 +#> 135 -3.560684e-02 -0.0061190634 1.077066e-01 -2.964347e-02 -3.393632e-02 +#> 136 -2.288621e-02 0.0130673857 5.523915e-02 -1.422013e-02 -4.118906e-02 +#> 137 5.729571e-03 0.0688921818 5.220187e-02 6.541995e-02 -8.363050e-03 +#> 138 -3.053086e-02 0.0130655309 7.597212e-02 -1.339957e-02 -4.359467e-02 +#> 139 -4.277056e-02 -0.0244837520 1.137523e-01 -5.041259e-02 -2.612031e-02 +#> 140 -7.345252e-02 -0.0420535907 1.235600e-01 -6.878315e-02 -3.578703e-02 +#> 141 -3.689416e-02 -0.0049133520 7.932536e-02 -2.906459e-02 -4.566521e-02 +#> 142 -5.854154e-02 -0.0231578337 1.069261e-01 -5.194975e-02 -5.387210e-02 +#> 143 -5.187800e-02 -0.0316664869 5.874274e-02 -4.806063e-02 -4.230435e-02 +#> 144 1.635357e-02 0.0757000433 -2.380625e-02 3.994665e-02 3.937571e-03 +#> 145 2.693922e-02 0.0670663467 -2.470748e-02 3.818417e-02 8.910539e-03 +#> 146 8.022999e-03 0.0644999012 7.965907e-03 3.742260e-02 -2.972389e-03 +#> 147 1.602760e-02 0.0770000088 -1.609589e-02 4.227196e-02 7.673325e-05 +#> 148 -4.183151e-02 -0.0143261951 7.272944e-02 -3.828052e-02 -4.394287e-02 +#> 149 -6.694112e-02 -0.0385105425 1.044832e-01 -6.718215e-02 -5.211025e-02 +#> 150 -4.132385e-02 0.0052628095 1.046396e-01 -2.605657e-02 -5.515395e-02 +#> 151 -6.938345e-02 -0.0488073143 6.758006e-02 -5.033529e-02 -2.627318e-02 +#> 152 -5.902103e-02 -0.0241960099 1.014517e-01 -5.602179e-02 -5.777369e-02 +#> 153 -1.578384e-02 0.0391944702 5.374096e-02 1.032045e-02 -3.601760e-02 +#> 154 3.186370e-02 0.0754015229 -7.502978e-03 6.120599e-02 8.601272e-03 +#> 155 1.587180e-02 0.0710304854 -4.087524e-04 4.449741e-02 -2.824056e-03 +#> 156 1.807965e-02 0.0900669345 1.957559e-02 8.236023e-02 5.519425e-03 +#> 157 -6.119853e-02 -0.0287495298 9.443843e-02 -5.724151e-02 -5.896048e-02 +#> 158 -6.294737e-02 -0.0362626248 7.929850e-02 -5.892789e-02 -5.409776e-02 +#> 159 -3.622449e-02 -0.0023765312 7.343822e-02 -3.351958e-02 -5.155115e-02 +#> 160 -4.612955e-02 -0.0178727714 6.756252e-02 -4.326586e-02 -5.188906e-02 +#> 161 -4.279911e-02 -0.0097901733 8.070031e-02 -4.005400e-02 -5.032011e-02 +#> 162 1.540590e-02 0.0614249931 3.132112e-02 6.948241e-02 1.461741e-02 +#> 163 5.159654e-02 0.1049349672 -2.160239e-02 1.141317e-01 4.183403e-02 +#> 164 3.652654e-03 0.0020121897 -1.841218e-02 -1.970985e-02 -2.064649e-02 +#> 165 3.557818e-02 0.0902029185 -2.433436e-02 7.124831e-02 2.464636e-02 +#> 166 -6.293614e-02 -0.0307155743 1.268713e-01 -6.560877e-02 -4.877618e-02 +#> 167 -2.899247e-02 -0.0048371847 7.051555e-02 -2.777424e-02 -4.264287e-02 +#> 168 -4.463436e-02 -0.0139841398 7.343060e-02 -4.127963e-02 -5.229379e-02 +#> 169 -1.766262e-02 0.0061986957 4.958833e-02 -1.104511e-02 -2.566247e-02 +#> 170 -5.979454e-03 -0.0165266169 -1.279468e-02 -2.964649e-02 -2.010631e-02 +#> 171 -3.042081e-02 -0.0147142192 3.842244e-03 -4.234983e-03 1.264179e-02 +#> 172 1.253687e-01 -0.0632049494 -1.493238e-02 1.320901e-02 -1.570958e-02 +#> 173 -2.427989e-02 -0.0159709308 -8.469500e-03 -2.055996e-02 -3.064001e-02 +#> 174 -3.821126e-02 -0.0233134634 -4.341756e-03 -2.332431e-02 -2.020601e-02 +#> 175 -9.925624e-03 -0.0043430963 9.052336e-03 -1.114295e-02 2.000674e-02 +#> 176 7.193717e-02 -0.0719846930 1.151509e-02 -1.063900e-02 1.587516e-02 +#> 177 1.715844e-02 0.0072896815 -2.604615e-03 3.023636e-03 5.556906e-03 +#> 178 7.586703e-02 -0.0835108692 1.149489e-02 -1.262413e-02 2.404052e-02 +#> 179 1.025417e-01 -0.0909407098 2.297544e-03 -7.503461e-03 1.490022e-02 +#> 180 6.144726e-02 -0.0004647329 -2.190085e-02 8.410603e-03 -1.387768e-01 +#> 181 -3.349678e-02 -0.0166239269 7.967670e-03 -3.894610e-03 2.462059e-02 +#> 182 -3.518752e-02 -0.0156054854 1.044177e-02 2.535843e-03 3.641645e-02 +#> 183 4.205896e-02 -0.0134213810 2.500770e-04 -1.821253e-03 -5.229648e-02 +#> 184 6.753283e-03 0.0017461739 -1.630833e-03 -2.063206e-03 -3.721644e-04 +#> 185 1.127052e-01 -0.1125067564 1.368022e-02 -1.082694e-02 3.071491e-02 +#> 186 6.447385e-02 -0.0689252070 1.547055e-02 -1.237154e-02 1.511514e-02 +#> 187 3.262164e-02 -0.0023807284 -1.750284e-02 -1.419902e-03 -7.344307e-02 +#> 188 8.833543e-02 -0.0852034542 9.798519e-03 -1.053906e-02 2.299293e-02 +#> 189 1.424976e-01 -0.1058458709 4.579063e-04 9.396216e-03 -1.102919e-02 +#> 190 1.231267e-01 -0.0701221445 -9.583892e-03 1.251357e-02 -5.534381e-02 +#> 191 1.450560e-01 -0.1154817515 1.449036e-03 5.622890e-03 4.603273e-03 +#> 192 -3.654942e-02 -0.0153283296 1.331045e-02 7.356360e-03 4.752853e-02 +#> 193 8.251773e-03 0.0029498368 3.526396e-02 4.457254e-03 6.130989e-02 +#> 194 -1.339027e-03 0.0008102647 2.451714e-02 5.566986e-03 4.348622e-02 +#> 195 5.452522e-02 -0.0462411297 6.380995e-03 -7.647805e-03 5.458244e-03 +#> 196 2.730628e-02 -0.0522367299 2.255451e-02 -1.469434e-02 3.523868e-02 +#> 197 4.753892e-03 -0.0002007425 3.940207e-02 2.987734e-03 5.765976e-02 +#> 198 4.464090e-02 0.0119270132 1.299457e-02 7.063923e-02 5.244498e-02 +#> 199 1.582768e-01 -0.1148558757 -3.833320e-04 1.675616e-02 2.868409e-03 +#> 200 -2.011493e-02 0.0040556560 2.639717e-02 3.598972e-02 7.419292e-02 +#> 201 -3.406888e-02 -0.0179984074 4.933677e-03 -8.893204e-03 1.415495e-02 +#> 202 1.962814e-02 -0.0604654339 2.290028e-02 -1.881052e-02 6.114484e-02 +#> 203 1.173962e-02 0.0046029847 2.039445e-02 5.360451e-03 4.926123e-02 +#> 204 5.853457e-03 -0.0440477682 3.689173e-02 -2.428501e-02 4.406407e-02 +#> 205 1.083393e-01 -0.1050102097 1.162222e-02 -9.919010e-03 3.032439e-02 +#> 206 1.117147e-01 -0.0619383528 -1.711016e-02 8.538121e-03 -7.116105e-03 +#> 207 1.337028e-01 -0.0489578036 -1.721909e-02 3.901066e-02 -1.311627e-02 +#> 208 -4.158503e-02 -0.0189600554 1.112911e-02 1.957392e-03 4.297735e-02 +#> 209 -2.156675e-02 -0.0054141643 2.162020e-02 1.554916e-02 5.744008e-02 +#> 210 -2.109207e-02 -0.0116289706 3.905677e-03 -7.261212e-03 8.653237e-03 +#> 211 1.120231e-03 0.0016550124 2.461707e-02 5.136776e-03 4.792967e-02 +#> 212 1.060089e-02 0.0043165415 8.811674e-03 2.341210e-03 2.223067e-02 +#> 213 6.241666e-02 -0.0773955762 1.858172e-02 -1.647772e-02 3.148917e-02 +#> 214 7.956436e-02 -0.0794179033 1.414423e-02 -7.710860e-03 2.384971e-02 +#> 215 1.613324e-01 -0.1340801570 5.706656e-03 7.149017e-03 1.382444e-02 +#> 216 -3.609643e-02 -0.0065447045 2.221965e-02 3.299915e-02 8.622353e-02 +#> 217 -2.466179e-02 -0.0131952549 4.593785e-03 -6.849544e-03 1.047359e-02 +#> 218 1.622391e-01 -0.1173440679 6.652189e-04 1.804443e-02 8.248250e-03 +#> 219 9.830710e-04 0.0048669693 8.825412e-04 -5.119858e-03 -8.342259e-04 +#> 220 -2.769360e-02 -0.0160702694 1.726821e-02 -8.749699e-03 9.660351e-02 +#> 221 1.156859e-01 -0.1137123897 1.465978e-02 -1.077566e-02 3.385325e-02 +#> 222 1.126351e-02 0.0039914908 3.612125e-02 2.677137e-03 5.687027e-02 +#> 223 -2.104661e-02 -0.0108074050 3.729661e-03 -4.663258e-03 1.050389e-02 +#> 224 -2.655445e-02 -0.0054121743 1.996047e-02 2.070062e-02 6.024188e-02 +#> 225 1.452404e-01 -0.0920883345 -3.977645e-03 2.251141e-02 1.692107e-02 +#> 226 -2.597996e-02 -0.0116678337 1.182127e-02 2.496759e-03 3.414459e-02 +#> 227 -2.716616e-02 -0.0075692980 2.111585e-02 1.994589e-02 6.728124e-02 +#> 228 5.348416e-02 -0.0637196793 2.827050e-02 -1.551523e-02 1.280735e-02 +#> 229 8.798174e-02 -0.0975152741 1.563487e-02 -1.516040e-02 3.666507e-02 +#> 230 3.763022e-02 -0.0233338655 -7.710677e-04 -4.192181e-03 -1.850827e-02 +#> 231 1.202506e-02 0.0043002575 4.223976e-02 2.485964e-03 6.768740e-02 +#> 232 -8.873062e-03 -0.0055256616 1.740286e-03 -4.843189e-03 3.766563e-03 +#> 233 -3.535933e-02 -0.0134455842 1.386307e-02 1.114835e-02 5.118069e-02 +#> 234 1.456146e-01 -0.0899098122 -5.123807e-03 2.235131e-02 1.036893e-02 +#> 235 9.108356e-02 -0.0683040970 1.454821e-03 -4.703972e-03 1.375904e-03 +#> 236 1.745296e-01 -0.1207117235 -6.157936e-03 1.989812e-02 1.040630e-02 +#> 237 -3.036321e-03 -0.0041718428 -1.006010e-02 -1.117804e-02 -2.746862e-02 +#> 238 5.221751e-02 -0.0735594951 2.196477e-02 -1.886511e-02 4.227464e-02 +#> 239 -1.190287e-02 -0.0008429644 2.589007e-02 1.069178e-02 4.764695e-02 +#> 240 3.528212e-04 0.0007010817 4.139940e-02 -5.348449e-03 1.988366e-02 +#> 241 5.567538e-03 -0.0486421265 3.092789e-02 -1.969327e-02 2.331122e-02 +#> 242 -1.970885e-02 -0.0047927335 1.215761e-02 1.106527e-02 3.197102e-02 +#> 243 3.291736e-02 -0.0367739217 2.029310e-02 -1.018042e-02 4.447070e-03 +#> 244 -1.802089e-02 -0.0098440145 2.263241e-03 -6.475890e-03 3.905062e-03 +#> 245 -2.316772e-02 -0.0088602681 1.605445e-02 6.098244e-03 4.318761e-02 +#> 246 3.149986e-02 -0.0541124872 1.463045e-02 -1.227463e-02 5.022392e-02 +#> 247 4.802429e-03 0.0027216319 2.038682e-02 4.097646e-03 4.053460e-02 +#> 248 3.699283e-02 -0.0593893606 2.146071e-02 -1.398252e-02 5.110632e-02 +#> 249 9.353784e-03 0.0025438127 4.386026e-02 2.801265e-03 7.288476e-02 +#> 250 2.975791e-02 -0.0411490440 1.089547e-02 -1.201114e-02 2.588483e-02 +#> 251 -2.408054e-02 -0.0078216399 1.539999e-02 9.693426e-03 4.128727e-02 +#> 252 -9.961336e-03 0.0241734783 1.808057e-02 5.303789e-02 5.633255e-02 +#> 253 -9.573134e-03 -0.0040839373 1.116670e-02 3.655593e-03 1.827988e-02 +#> 254 -2.739088e-02 -0.0090134625 5.342409e-03 1.884189e-03 1.645841e-02 +#> 255 8.977254e-03 0.0043707869 9.558032e-03 4.642225e-04 1.066058e-02 +#> 256 1.518527e-02 0.0065993951 2.193222e-02 6.368476e-03 4.943748e-02 +#> 257 9.191161e-02 -0.0969477151 9.205010e-03 -1.423957e-02 2.897504e-02 +#> 258 5.173122e-03 -0.0014334031 3.744342e-02 1.432852e-04 6.040378e-02 +#> 259 1.914658e-02 0.0086516814 4.458853e-03 4.992143e-03 1.824941e-02 +#> 260 -1.399613e-02 -0.0014091756 2.408391e-02 1.130159e-02 4.516959e-02 +#> 261 -3.544770e-02 -0.0155220049 1.401354e-02 4.404433e-03 4.721061e-02 +#> 262 1.133805e-01 -0.0531345126 -2.360959e-02 8.406144e-03 9.539094e-03 +#> 263 -3.592643e-02 -0.0079242410 1.784068e-02 2.786408e-02 7.444194e-02 +#> 264 1.137883e-02 0.0050828469 9.925408e-03 2.931573e-03 2.409527e-02 +#> 265 1.374872e-02 -0.0577613732 3.708648e-02 -2.532699e-02 4.691518e-02 +#> 267 -8.823352e-03 0.0018751222 3.203056e-02 1.094647e-02 4.533868e-02 +#> 268 -5.878410e-03 -0.0071130552 5.464730e-02 -9.454836e-03 4.644062e-02 +#> 270 -3.645585e-03 -0.0036088754 -1.013513e-03 -5.502441e-03 -6.970070e-04 +#> 271 6.053660e-02 -0.0648619200 2.177420e-02 -1.212308e-02 1.850374e-02 +#> 272 -2.327518e-02 -0.0138835676 -3.491937e-03 -1.285419e-02 -1.285806e-02 +#> 273 -8.104382e-03 -0.0059531725 -2.045170e-03 -7.761851e-03 -6.000013e-03 +#> 274 5.862236e-02 -0.0545723277 1.027285e-02 -1.131064e-02 4.676816e-03 +#> 275 -2.549850e-02 -0.0255490841 2.648259e-02 -1.285632e-02 8.327517e-02 +#> 277 2.447676e-02 0.0112120616 8.362668e-03 9.118832e-03 3.645782e-02 +#> 278 1.772530e-02 0.0077653050 2.172443e-02 5.973614e-03 4.582512e-02 +#> 279 2.853691e-02 0.0125115815 1.137254e-02 1.301850e-02 5.485775e-02 +#> 281 -1.900808e-02 -0.0171438940 6.276821e-02 -2.204672e-02 7.169468e-03 +#> 282 9.136532e-02 -0.0880885728 1.097499e-02 -1.058235e-02 2.529080e-02 +#> 283 -3.027736e-02 -0.0128530315 1.163083e-02 4.447693e-03 3.833263e-02 +#> 284 9.253777e-03 0.0407194868 -1.652069e-02 3.808205e-03 -1.277865e-01 +#> 285 -6.007223e-03 -0.0077778756 -2.157632e-02 -2.106592e-02 -6.209186e-02 +#> 286 -7.285650e-02 0.0725110009 -1.254230e-02 7.284980e-03 -5.195011e-03 +#> 287 -5.659681e-02 0.0137418539 7.928427e-03 3.364173e-03 1.149614e-01 +#> 288 -1.860877e-02 0.0370354261 -4.952656e-04 5.057241e-04 -1.524965e-02 +#> 289 -2.379744e-02 0.0184229141 -1.005138e-02 -1.217526e-03 -1.165335e-02 +#> 290 -3.122836e-02 0.0428342135 -2.717075e-03 3.376537e-03 2.995853e-02 +#> 291 -9.972187e-03 -0.0094397962 -1.717263e-02 -2.073313e-02 -5.174597e-02 +#> 292 2.031960e-02 0.0273291774 -1.428354e-02 2.538468e-03 -1.201368e-01 +#> 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0.0835320690 -1.161384e-02 3.554976e-03 -1.854157e-02 +#> 307 2.998859e-02 0.0137051999 -1.891244e-03 1.149551e-02 2.766246e-02 +#> 308 1.058921e-02 0.0054366988 1.982945e-02 6.921946e-03 4.223356e-02 +#> 309 4.387433e-02 0.0132330538 -2.363093e-02 2.919564e-03 -1.440108e-01 +#> 310 -2.744882e-02 -0.0178271388 -8.594114e-03 -2.186832e-02 -2.974865e-02 +#> 311 -1.112010e-02 -0.0107914322 -1.940345e-02 -2.407204e-02 -5.928005e-02 +#> 312 -5.509578e-03 -0.0066873175 -1.758648e-02 -1.767332e-02 -4.992054e-02 +#> 313 3.501549e-02 0.0155224404 -5.856479e-03 2.064698e-02 4.999682e-02 +#> 314 3.745469e-02 0.0170565050 -2.975370e-02 9.070296e-03 -3.515830e-02 +#> 315 3.778305e-02 0.0175123423 -2.254298e-02 1.157607e-02 -1.486446e-02 +#> 316 2.345963e-02 0.0103442507 -6.275654e-03 7.325694e-03 1.185122e-02 +#> 317 2.666743e-02 0.0101674733 3.955502e-05 1.780521e-02 5.701021e-02 +#> 318 -3.682998e-02 -0.0228695938 -6.239978e-03 -2.410878e-02 -2.370755e-02 +#> 319 -3.373551e-02 -0.0208247120 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-2.123592e-02 -1.181083e-02 -4.702641e-02 +#> 333 3.737977e-03 -0.0001868044 -5.002191e-03 -4.352970e-03 -4.248698e-03 +#> 334 1.358902e-02 0.0052378887 -2.404416e-03 1.159829e-03 5.216842e-03 +#> 335 -8.885360e-03 -0.0047818002 -1.289819e-04 -4.036163e-03 3.646182e-04 +#> 336 5.044216e-02 0.0054593321 -1.702309e-02 5.892938e-03 -1.342037e-01 +#> 337 -2.305445e-02 -0.0119433766 5.401720e-03 -5.096342e-03 1.577747e-02 +#> 338 5.847869e-02 -0.0198851165 -1.032498e-02 7.841365e-04 -8.514713e-02 +#> 339 -2.385818e-02 -0.0047683655 2.270306e-02 -9.146100e-03 6.386253e-02 +#> 340 2.212773e-02 0.0086405293 -2.057503e-02 -9.868687e-04 -3.014582e-02 +#> 341 5.894221e-03 -0.0004747107 -1.850030e-02 -1.077575e-02 -4.003389e-02 +#> 342 3.145206e-02 0.0141559477 -1.437867e-02 7.910100e-03 -4.938963e-03 +#> 343 1.462408e-02 0.0041202495 -2.339334e-02 -7.820270e-03 -4.787462e-02 +#> 344 -9.164160e-03 -0.0069533602 -7.878089e-03 -1.090229e-02 -2.026208e-02 +#> 345 -3.629088e-02 -0.0128544948 1.410978e-02 1.210172e-02 5.319020e-02 +#> 346 -3.416282e-02 -0.0204905794 -2.243234e-03 -1.889546e-02 -1.100373e-02 +#> 347 3.113189e-02 0.0049363330 -1.507112e-02 -4.966762e-03 -6.301024e-02 +#> 348 -6.355271e-02 -0.0137775661 1.984765e-02 1.910789e-03 1.426635e-01 +#> 349 2.132226e-02 0.0076984567 -2.854985e-02 -4.578695e-03 -5.417224e-02 +#> 350 8.170244e-03 0.0004789239 -2.158068e-02 -1.150312e-02 -4.796782e-02 +#> 351 4.157462e-02 0.0195392919 -2.268699e-02 1.639517e-02 -2.184380e-03 +#> 352 2.995090e-02 0.0130938323 -2.112662e-02 5.362930e-03 -2.275445e-02 +#> 353 6.185070e-03 0.0012248267 -4.986545e-03 -2.738634e-03 -3.349161e-03 +#> 354 -2.152209e-02 -0.0139279329 -7.859549e-03 -1.680479e-02 -2.399598e-02 +#> 355 -3.018570e-02 -0.0215382760 -1.431537e-02 -3.224112e-02 -5.236738e-02 +#> 356 -1.677632e-02 -0.0059812952 1.429310e-02 1.039772e-02 3.417230e-02 +#> 357 3.144056e-02 0.0140859124 -1.682454e-02 8.456687e-03 -9.778132e-03 +#> 358 3.575740e-02 0.0166464583 -9.700577e-03 1.571618e-02 2.250568e-02 +#> 359 2.368077e-02 0.0102452534 -7.193001e-03 5.160776e-03 3.735015e-03 +#> 360 3.666690e-02 0.0172290749 -1.295786e-02 1.383682e-02 9.409481e-03 +#> 361 -3.300010e-02 0.0481900392 -2.541379e-03 2.494120e-03 1.233240e-02 +#> 362 1.814083e-02 0.0074397137 -8.232947e-03 2.319605e-03 -3.773527e-03 +#> 363 -8.957634e-03 -0.0081266375 -1.631182e-02 -1.722378e-02 -4.821731e-02 +#> 364 1.180515e-03 -0.0032186448 -1.917158e-02 -1.452797e-02 -4.930892e-02 +#> 365 -1.411170e-02 0.0370538067 -6.785360e-03 1.793317e-03 -1.177111e-02 +#> 366 -8.621051e-02 0.1297429615 -2.265457e-02 1.049751e-02 -3.958715e-02 +#> 367 -8.050484e-02 0.1102196568 -1.935658e-02 9.923749e-03 -2.295612e-02 +#> 368 -2.476212e-02 0.0087812342 3.823292e-03 7.089698e-04 7.611079e-02 +#> 369 -6.093021e-02 0.0109704897 1.021731e-02 5.038444e-03 1.356551e-01 +#> 370 -5.118165e-02 0.0063062052 1.316886e-02 2.017778e-03 1.538069e-01 +#> 371 -2.753530e-02 0.0215337508 2.191771e-03 2.814311e-04 6.792133e-02 +#> 372 -2.518157e-02 -0.0172927816 -1.286677e-02 -2.545990e-02 -4.814887e-02 +#> 373 2.178776e-02 0.0065913392 -7.703368e-03 -1.055900e-03 -5.573237e-02 +#> 374 -1.170132e-02 -0.0092883968 -1.379237e-02 -1.690198e-02 -4.242221e-02 +#> 375 -3.135756e-02 0.0016100072 1.167619e-02 -6.590961e-03 6.809799e-02 +#> 376 -9.426804e-02 0.1326878341 -2.428175e-02 1.269035e-02 -3.428721e-02 +#> 377 3.723906e-02 0.0173574646 -2.384295e-02 1.135110e-02 -2.176254e-02 +#> 378 3.323196e-02 0.0147575409 -3.279567e-02 4.711681e-03 -5.406086e-02 +#> 379 3.728410e-02 0.0172017319 -2.983569e-02 8.650258e-03 -4.143737e-02 +#> 380 1.161444e-02 0.0034253510 -2.071856e-02 -7.091721e-03 -4.965825e-02 +#> 381 -1.244043e-03 -0.0007403879 -8.440382e-03 -5.502025e-03 -2.633794e-02 +#> 382 1.239446e-02 0.0043657138 -1.248813e-02 -3.537190e-03 -3.030185e-02 +#> 383 -3.355063e-02 -0.0205244864 -4.764972e-03 -2.152316e-02 -2.104613e-02 +#> 384 4.006734e-02 0.0185584985 -3.603292e-02 8.687334e-03 -5.430211e-02 +#> 385 3.126385e-02 0.0138763289 -2.445320e-02 5.121168e-03 -3.485321e-02 +#> 386 2.297209e-02 0.0092813631 -2.120800e-02 -9.496387e-05 -3.602883e-02 +#> 387 2.310647e-02 0.0096449054 -1.816739e-02 2.022594e-03 -2.678907e-02 +#> 388 2.471509e-02 0.0106605225 -1.751596e-02 2.653616e-03 -2.835193e-02 +#> 389 1.554020e-02 0.0056182546 -1.812983e-02 -2.947479e-03 -3.921101e-02 +#> 390 -2.699809e-02 -0.0155017084 -2.931540e-03 -1.554724e-02 -1.706588e-02 +#> 391 1.478181e-02 0.0406513983 -1.861329e-02 4.242461e-03 -1.480842e-01 +#> 392 -1.325894e-02 -0.0103647217 -1.259709e-02 -1.828810e-02 -4.087333e-02 +#> 393 -3.915117e-02 0.0084862792 8.242481e-03 1.580546e-03 1.079455e-01 +#> 394 3.777161e-02 0.0172496082 -3.246980e-02 8.045787e-03 -4.548584e-02 +#> 395 -3.394936e-02 0.0384951511 5.360360e-04 2.363594e-03 5.589545e-02 +#> 396 3.158797e-02 0.0135938143 -2.493321e-02 8.264236e-03 -2.632934e-02 +#> 397 -2.153779e-02 0.0475563495 -1.246648e-02 3.520377e-03 -2.304370e-02 +#> 398 -6.888568e-03 -0.0065014705 -1.576278e-02 -1.515391e-02 -4.713838e-02 +#> 399 -3.498278e-02 -0.0230360023 -9.474762e-03 -2.921767e-02 -3.877116e-02 +#> 400 4.537572e-02 0.0184471155 -2.218282e-02 6.395535e-03 -1.692456e-01 +#> 401 -3.244739e-02 -0.0222083201 -1.143938e-02 -3.044775e-02 -4.485273e-02 +#> 402 3.429697e-02 0.0151851242 -3.361509e-02 4.690350e-03 -5.496310e-02 +#> 403 4.434951e-03 0.0003600106 -2.997921e-03 -1.506607e-03 -9.271792e-03 +#> 404 4.074763e-02 0.0191917585 -1.515352e-02 2.133328e-02 2.923133e-02 +#> 405 2.954601e-02 0.0130619247 -1.083729e-02 1.286704e-02 1.505178e-02 +#> 406 -2.360771e-02 0.0517263143 -8.174851e-03 4.552677e-03 -2.563595e-02 +#> 407 1.049215e-02 0.0517600000 -2.095674e-02 7.433931e-03 -1.678736e-01 +#> 408 -1.739628e-02 -0.0120324271 -9.888925e-03 -1.817051e-02 -3.533308e-02 +#> 409 1.677607e-02 0.0453975708 -2.290562e-02 5.828771e-03 -1.765228e-01 +#> 410 -2.241429e-02 0.0415641788 -6.215081e-04 8.092581e-04 -4.412779e-03 +#> 411 -5.324221e-02 0.0473815011 4.248768e-03 4.727170e-03 9.844857e-02 +#> 412 -7.474561e-02 0.1059459684 -1.768888e-02 6.888673e-03 -2.829723e-02 +#> 413 -4.731517e-02 0.0482165235 4.358413e-03 2.145058e-03 7.428907e-02 +#> 414 -3.078564e-02 0.0518125883 -4.468157e-03 4.186235e-03 3.601731e-03 +#> 415 2.670031e-02 0.0115145584 -2.394082e-02 4.670826e-03 -3.611392e-02 +#> 416 -1.173246e-02 -0.0103675951 -1.899181e-02 -2.209779e-02 -6.033982e-02 +#> 417 -9.701229e-03 -0.0096492845 -2.152013e-02 -2.282873e-02 -6.689233e-02 +#> 418 -1.009822e-02 -0.0082451884 -1.575633e-02 -1.708519e-02 -5.075553e-02 +#> 419 -1.582890e-03 -0.0036565705 1.344830e-02 7.942889e-03 7.199567e-02 +#> 420 -5.589295e-02 -0.0338817346 2.080817e-02 1.058644e-02 1.380205e-01 +#> 421 -2.485563e-02 0.0328289426 -9.293606e-04 1.410832e-03 3.946986e-02 +#> 422 -5.201950e-02 0.0914414046 -1.800099e-02 5.830614e-03 -4.527502e-02 +#> 423 -6.102146e-02 0.1054171690 -2.058900e-02 7.519684e-03 -5.216625e-02 +#> 424 -2.461773e-02 0.0663403311 -1.942358e-02 6.097747e-03 -5.281794e-02 +#> 425 -6.841126e-03 0.0522183429 -1.755813e-02 6.274553e-03 -5.196324e-02 +#> 426 8.491530e-03 0.0309333291 -1.038377e-02 4.152309e-03 -3.584645e-02 +#> 427 1.539942e-02 0.0410098202 -2.077547e-02 4.739428e-03 -1.527743e-01 +#> 428 -4.482144e-02 0.0755793947 -1.307715e-02 3.739639e-03 -3.748421e-02 +#> 429 -7.853876e-02 -0.0274143175 2.158667e-02 8.645019e-03 1.794681e-01 +#> 430 -4.653998e-02 0.0502455915 1.971380e-03 4.031450e-03 7.719435e-02 +#> 431 -9.173081e-02 0.1334862152 -2.304560e-02 1.118046e-02 -3.576355e-02 +#> 432 -4.723455e-02 0.0355938159 3.721737e-03 2.626818e-03 8.341832e-02 +#> 433 -1.830953e-02 0.0269922569 -1.485555e-03 8.651122e-04 3.117580e-02 +#> 434 -6.809800e-03 0.0460600958 -9.775764e-03 3.895037e-03 -7.374292e-02 +#> 435 7.577141e-03 0.0341688119 -2.038591e-02 5.130434e-04 -1.022069e-01 +#> 436 2.640695e-02 -0.0165958500 -5.861373e-03 -1.527058e-03 -1.102750e-02 +#> 437 -3.866455e-02 0.0313944707 7.545926e-03 -3.470759e-04 6.200389e-02 +#> 438 3.414953e-02 0.0153693876 -6.360334e-03 1.599017e-02 2.823111e-02 +#> 439 2.436490e-02 0.0106756904 -1.032024e-02 5.481098e-03 -3.111938e-03 +#> 440 3.593675e-02 0.0164838923 -2.491427e-02 1.039414e-02 -2.362295e-02 +#> 441 3.856395e-02 0.0180900081 -1.045386e-02 1.819998e-02 2.645362e-02 +#> 442 3.146365e-02 0.0142846110 -1.220781e-02 1.064490e-02 4.363656e-03 +#> DC11 DC12 DC13 DC14 DC15 +#> 10 -2.282981e-02 -5.366894e-02 -8.367089e-02 -1.825225e-02 0.0240257328 +#> 11 -1.442654e-02 -4.997586e-02 -8.068370e-02 -2.222860e-02 0.0275358114 +#> 12 -4.028564e-03 -4.259017e-02 -7.089824e-02 -2.847643e-02 0.0194487467 +#> 13 -9.890891e-03 2.945480e-02 4.919198e-02 1.673179e-02 -0.0056910856 +#> 14 -2.119944e-02 9.470900e-02 1.708650e-01 7.116641e-02 -0.0680745266 +#> 15 -1.240439e-02 7.116739e-02 1.257984e-01 4.143978e-02 -0.0443115475 +#> 16 5.154707e-03 9.899769e-03 -1.654819e-02 -6.818074e-03 0.0038438542 +#> 17 -1.055396e-02 4.205812e-02 7.094249e-02 2.054115e-02 -0.0228129410 +#> 18 -1.687080e-02 -5.755909e-03 4.113807e-05 6.963713e-03 -0.0013935008 +#> 19 2.152332e-03 -8.353063e-02 -1.376566e-01 -4.056589e-02 0.0392478134 +#> 20 -1.498383e-03 -9.163523e-02 -1.575889e-01 -5.110962e-02 0.0487905328 +#> 21 -1.389588e-02 -9.260405e-02 -1.580048e-01 -4.831035e-02 0.0470892129 +#> 22 -2.064390e-02 5.952917e-02 1.113642e-01 4.850487e-02 -0.0383368470 +#> 23 -1.995521e-02 9.161005e-02 1.638320e-01 6.657521e-02 -0.0642876543 +#> 24 -2.305131e-02 8.888292e-02 1.672770e-01 6.643582e-02 -0.0644591026 +#> 25 9.888953e-03 2.011029e-02 6.680582e-03 -1.106709e-02 0.0054291675 +#> 26 3.321462e-03 2.588026e-02 3.342346e-02 -1.361813e-03 -0.0026689050 +#> 27 -1.784516e-02 8.203420e-03 2.457131e-02 1.345669e-02 -0.0109032279 +#> 28 -6.265964e-03 -6.400374e-02 -1.010329e-01 -2.968070e-02 0.0314574298 +#> 29 1.991160e-02 -4.301627e-03 -9.129854e-03 -2.058925e-02 0.0169080531 +#> 30 2.917119e-02 -6.919614e-03 -3.620269e-02 -4.278650e-02 0.0284839626 +#> 31 2.402029e-02 -2.567695e-02 -8.429577e-02 -5.589637e-02 0.0439208252 +#> 32 2.771906e-02 -3.774667e-02 -1.223015e-01 -6.277124e-02 0.0445972925 +#> 33 2.213996e-02 -3.024167e-04 -3.487259e-02 -3.951653e-02 0.0242518849 +#> 34 5.921112e-03 -2.834461e-02 -8.451001e-02 -2.279761e-02 0.0122679490 +#> 35 2.559356e-02 -2.366772e-02 -8.032917e-02 -5.326697e-02 0.0418841847 +#> 36 3.360606e-02 1.044769e-02 2.018617e-02 -1.628379e-02 0.0100177352 +#> 37 3.134225e-02 1.915510e-02 5.968850e-02 2.131690e-02 -0.0225297854 +#> 38 3.392399e-02 4.001697e-03 -7.502963e-03 -3.503146e-02 0.0233069083 +#> 39 2.827265e-02 2.475274e-02 6.001112e-02 1.398356e-02 -0.0131635078 +#> 40 1.387660e-02 -5.058554e-02 -1.208113e-01 -4.176975e-02 0.0300454077 +#> 41 2.313306e-02 -5.159777e-02 -1.415409e-01 -5.591947e-02 0.0418731314 +#> 42 2.816569e-02 -1.875056e-02 -7.217207e-02 -5.235615e-02 0.0382575604 +#> 43 2.218393e-02 -4.441486e-02 -1.062433e-01 -4.962799e-02 0.0321308476 +#> 44 1.471393e-02 -1.184319e-02 -3.813940e-02 -2.603361e-02 0.0239436434 +#> 45 2.611314e-02 1.288551e-02 2.363482e-02 -1.062625e-02 0.0163363514 +#> 46 2.456983e-02 1.930946e-02 6.162278e-02 3.203340e-02 -0.0255395455 +#> 47 2.861065e-02 2.989640e-02 7.025819e-02 1.476014e-02 -0.0154280865 +#> 48 2.570449e-02 -6.571041e-03 8.813742e-03 1.519796e-03 0.0001747104 +#> 49 2.766205e-02 -2.214769e-02 -8.045739e-02 -5.924522e-02 0.0457389099 +#> 50 2.374720e-02 -4.420723e-02 -1.179013e-01 -5.670413e-02 0.0418419800 +#> 51 2.652068e-02 -1.794735e-03 -2.019061e-02 -3.657912e-02 0.0265332349 +#> 52 -3.214041e-02 -9.934857e-02 -1.094429e-01 9.456516e-02 -0.0711960704 +#> 53 3.042619e-03 -2.715278e-02 -3.420839e-02 -1.702562e-02 -0.0015986533 +#> 54 6.716305e-03 2.233297e-02 5.258508e-02 7.869631e-03 -0.0051092597 +#> 55 1.175347e-02 3.107744e-02 7.506611e-02 4.290439e-02 -0.0362752672 +#> 56 1.288742e-02 3.607857e-02 8.084333e-02 2.589353e-02 -0.0206468507 +#> 57 -1.943796e-02 2.676308e-02 3.166190e-02 5.097622e-02 -0.0224186466 +#> 58 -6.092460e-03 -2.111863e-02 -2.159473e-03 -2.605346e-03 -0.0177979828 +#> 59 4.653604e-03 -1.571930e-02 -9.883267e-03 -2.376006e-02 -0.0012743751 +#> 60 -3.758952e-02 -7.782661e-02 -9.801038e-02 7.872929e-02 -0.0518560318 +#> 61 1.088583e-02 -9.529055e-03 -9.151819e-03 -1.565428e-02 0.0064306171 +#> 62 3.995922e-03 1.285669e-02 4.357763e-02 -1.290430e-02 -0.0042165849 +#> 63 -1.879369e-03 3.435479e-02 6.730892e-02 1.994387e-02 -0.0159520735 +#> 64 3.377527e-03 3.830663e-02 7.815324e-02 2.818452e-02 -0.0235320380 +#> 65 2.044272e-02 2.302681e-02 5.285216e-02 1.878837e-03 -0.0021137769 +#> 66 1.089080e-04 -3.547227e-02 -6.140973e-02 -8.497715e-03 0.0070953840 +#> 67 9.296795e-03 -4.264873e-02 -9.042986e-02 -2.589049e-02 0.0261605400 +#> 68 2.033968e-02 -6.923855e-03 -1.720770e-02 -2.609713e-02 0.0217469644 +#> 69 7.556947e-03 2.357365e-02 4.965223e-02 -8.489203e-05 -0.0012346148 +#> 70 2.216415e-02 1.992397e-02 4.518695e-02 -1.227916e-02 0.0061469545 +#> 71 2.249612e-02 2.004409e-02 5.034711e-02 -3.169490e-03 0.0042967657 +#> 72 -1.693708e-03 4.461746e-02 9.167157e-02 6.251395e-02 -0.0531267579 +#> 74 -1.293439e-02 -5.692183e-02 -6.457905e-02 5.094758e-02 -0.0179905137 +#> 75 1.011005e-02 4.615023e-02 1.048560e-01 5.484657e-02 -0.0538873007 +#> 76 4.316003e-03 -9.136676e-03 -1.409452e-02 -1.749534e-02 0.0134184283 +#> 77 -6.499295e-02 -1.330542e-01 -1.046361e-01 1.833492e-01 -0.1306312638 +#> 78 2.115190e-02 -5.019692e-03 -2.034490e-02 -2.788357e-02 0.0222631078 +#> 79 1.234915e-02 1.464529e-02 2.539861e-02 -1.108547e-02 0.0096418145 +#> 80 1.926622e-02 2.165455e-02 6.203760e-02 1.913116e-02 -0.0095229036 +#> 81 1.034254e-02 2.810584e-02 6.446547e-02 1.659899e-02 -0.0108802927 +#> 82 -1.398932e-03 5.083106e-02 1.085337e-01 7.971809e-02 -0.0782354438 +#> 83 -1.404490e-02 3.267958e-02 5.908209e-02 6.661720e-02 -0.0662392873 +#> 84 8.024503e-03 4.275880e-02 9.888817e-02 5.708900e-02 -0.0578114340 +#> 85 -7.637814e-03 3.384340e-02 5.745033e-02 3.827777e-02 -0.0235989384 +#> 86 1.879882e-02 -8.664733e-03 -2.453490e-02 -3.790759e-02 0.0307386936 +#> 87 1.336106e-02 1.119523e-02 3.475854e-02 -1.379905e-02 0.0071004138 +#> 88 1.328968e-02 5.061384e-03 1.584943e-02 -2.614346e-02 0.0139794237 +#> 89 1.690821e-02 -5.461620e-03 -1.451018e-02 -2.513736e-02 0.0332720768 +#> 90 1.873927e-02 2.150950e-02 4.982083e-02 -1.668104e-03 0.0094914506 +#> 91 1.317657e-02 4.331757e-02 1.003016e-01 4.629538e-02 -0.0420634396 +#> 92 1.722140e-03 3.917529e-02 7.865152e-02 4.276328e-02 -0.0359007801 +#> 93 7.109477e-03 3.985051e-02 9.383922e-02 5.054369e-02 -0.0494820318 +#> 94 1.236482e-02 3.455630e-02 7.209553e-02 1.424338e-02 -0.0138129946 +#> 95 1.116595e-02 -3.722806e-02 -6.869052e-02 -2.854099e-02 0.0132200715 +#> 96 -2.319750e-02 -7.028426e-02 -2.708875e-02 8.298456e-02 -0.0908669701 +#> 97 -6.704571e-03 1.450622e-02 3.395962e-02 -7.744915e-03 0.0184977499 +#> 98 3.859622e-03 9.915868e-03 1.506668e-02 -7.684981e-03 0.0105212931 +#> 99 -1.225091e-02 -2.222284e-02 -6.791240e-02 -2.755268e-02 0.0473622850 +#> 100 -3.721835e-02 -2.955528e-02 -9.644016e-02 5.229871e-03 0.0311480570 +#> 101 -3.321679e-02 -3.412966e-02 -1.033264e-01 -1.245560e-02 0.0661336290 +#> 102 -2.040969e-02 -3.717559e-02 -7.759909e-02 -1.163445e-02 0.0466534163 +#> 103 -1.688127e-02 -5.890734e-03 -4.432521e-02 -1.675497e-02 0.0436616267 +#> 104 -4.945474e-03 4.172663e-03 1.409149e-02 -2.307814e-02 -0.0043675136 +#> 105 -7.984933e-03 1.488796e-02 1.836108e-02 -9.875787e-03 0.0098433663 +#> 106 1.220540e-02 1.235988e-02 -3.850142e-03 -2.319562e-02 0.0075024781 +#> 107 -1.619261e-02 -2.994052e-03 -4.936748e-02 -2.866504e-02 0.0416044124 +#> 108 -2.915615e-02 -5.658746e-03 -5.202386e-02 4.898462e-04 0.0382130725 +#> 109 -4.335572e-02 -4.108813e-02 -1.161827e-01 6.253702e-03 0.0601550761 +#> 110 -1.193183e-02 1.796538e-02 2.881412e-02 3.378948e-02 -0.0523655184 +#> 111 -2.660701e-02 -3.332649e-02 -9.816166e-02 -1.947305e-02 0.0528441753 +#> 112 4.187404e-02 1.252801e-02 4.827456e-03 1.200315e-02 -0.0268293087 +#> 113 2.810612e-02 1.111723e-02 1.055143e-02 -2.452265e-03 -0.0220601975 +#> 114 5.451781e-03 8.935195e-03 1.594468e-02 -1.641502e-02 -0.0022597273 +#> 115 1.079797e-02 3.177068e-03 1.335489e-02 -4.302550e-03 -0.0254233700 +#> 116 -1.652550e-02 1.454998e-02 -5.938994e-04 -1.577398e-02 0.0195208765 +#> 117 -2.883763e-02 -3.376679e-02 -1.002627e-01 -8.451607e-03 0.0136210945 +#> 118 -1.456482e-02 2.719747e-02 3.785225e-02 3.039254e-02 -0.0372917710 +#> 119 -4.518721e-02 -2.203389e-06 -5.556539e-02 3.099259e-02 0.0296678344 +#> 120 -1.552651e-02 -1.467897e-02 -5.149999e-02 -2.240305e-02 0.0097268803 +#> 121 -1.170196e-02 2.192990e-02 3.630941e-02 -6.792256e-03 0.0059633831 +#> 122 -3.629306e-03 2.438768e-03 1.995832e-02 -2.026574e-02 -0.0029388609 +#> 123 2.210194e-03 9.310924e-03 7.694134e-04 -1.990401e-02 0.0119482752 +#> 124 -4.275718e-03 -2.194714e-03 1.751353e-02 5.075740e-03 -0.0050241310 +#> 125 -1.135402e-02 1.234318e-02 -2.076010e-03 -1.905551e-02 0.0198024427 +#> 126 -1.142560e-02 1.908836e-02 2.307033e-02 7.580578e-03 -0.0025248136 +#> 127 -4.724766e-02 -1.003893e-02 -7.617401e-02 2.282680e-02 0.0271282232 +#> 128 -1.662449e-02 -9.784841e-03 -4.291989e-02 -1.768291e-02 0.0388067975 +#> 129 -3.374173e-02 -1.105995e-02 -7.608106e-02 -2.437810e-02 0.0579309593 +#> 130 -8.900749e-05 6.699010e-03 3.487426e-03 -2.536849e-02 -0.0021161278 +#> 131 -1.245056e-02 -2.797051e-02 4.831263e-03 2.401323e-03 -0.0602667703 +#> 132 -9.502190e-03 4.485286e-03 2.419474e-02 -2.512320e-02 -0.0066849609 +#> 133 -6.612533e-03 -7.686460e-03 1.204118e-02 -9.536804e-03 -0.0216608782 +#> 134 -5.143349e-03 -3.247718e-03 1.753514e-02 -1.994915e-02 -0.0254803973 +#> 135 1.357410e-02 6.882962e-03 4.491021e-03 -1.411125e-02 -0.0104456987 +#> 136 -1.280966e-02 9.204917e-03 1.847195e-02 -1.691864e-02 0.0032556680 +#> 137 -2.906828e-02 1.138040e-04 -4.498273e-02 -2.079268e-02 0.0423424110 +#> 138 -9.989428e-03 3.079184e-03 4.370496e-03 -2.129323e-02 -0.0002489095 +#> 139 1.983845e-02 7.074770e-03 1.558638e-02 5.005070e-03 -0.0222174947 +#> 140 -4.683358e-03 -3.056276e-02 3.062687e-03 1.672394e-02 -0.0683605140 +#> 141 -8.302231e-03 7.194679e-03 1.669529e-02 -2.337364e-02 0.0013051201 +#> 142 -4.965385e-03 -4.896397e-03 1.434648e-02 -2.180315e-02 -0.0271480430 +#> 143 -9.639614e-03 -3.039782e-03 2.064895e-02 -1.495514e-02 -0.0090185986 +#> 144 -2.815862e-02 2.382096e-02 1.050742e-02 2.329608e-02 0.0066481981 +#> 145 -2.307763e-02 1.562252e-02 7.836608e-03 2.561945e-02 -0.0100521127 +#> 146 -2.457356e-02 1.402355e-02 -6.638655e-04 5.742652e-03 0.0184268256 +#> 147 -3.221024e-02 2.503965e-02 1.064822e-02 2.243223e-02 0.0095690662 +#> 148 -1.014906e-02 4.631034e-03 2.038623e-02 -1.825765e-02 -0.0042721402 +#> 149 -1.400225e-02 -1.516659e-02 2.194195e-02 -7.770509e-03 -0.0371389607 +#> 150 -1.087835e-02 4.228796e-03 8.851197e-03 -3.117276e-02 -0.0036061267 +#> 151 -8.483566e-03 -3.120646e-02 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6.030299e-03 -0.0090395693 +#> 165 -3.538301e-02 1.264050e-02 -1.566747e-02 2.921353e-02 0.0051898690 +#> 166 -8.483409e-04 -1.396779e-02 1.863350e-02 -3.891463e-03 -0.0472405113 +#> 167 -9.568634e-03 1.062756e-02 2.256260e-02 -2.196908e-02 0.0049002526 +#> 168 -9.327428e-03 6.214151e-03 2.717388e-02 -2.391439e-02 -0.0082034887 +#> 169 4.062281e-04 1.325631e-02 1.483952e-02 -2.016691e-02 0.0090137085 +#> 170 -1.420070e-03 1.983565e-02 4.665782e-02 -4.825079e-03 0.0006148863 +#> 171 4.652283e-03 -4.100107e-02 3.165970e-02 -4.372873e-03 0.0014284269 +#> 172 1.405500e-02 -3.049496e-02 -3.301719e-02 -4.599065e-02 -0.1407870035 +#> 173 -5.099646e-02 2.907492e-02 -2.485088e-02 3.007002e-02 -0.0221543568 +#> 174 -5.555093e-02 -3.130884e-02 2.318904e-02 4.645564e-02 -0.0439852995 +#> 175 -1.539248e-02 1.536377e-02 1.497881e-02 4.808819e-02 0.0920370451 +#> 176 -1.273732e-02 1.515107e-02 1.678681e-02 5.581724e-02 0.1002350010 +#> 177 4.495903e-02 6.714196e-02 -3.311490e-02 -7.517337e-03 0.0079006988 +#> 178 -1.911202e-02 2.828512e-02 2.906093e-02 5.064442e-03 0.1150870942 +#> 179 -1.167583e-02 1.998660e-02 1.963677e-02 -4.521477e-02 0.0341879094 +#> 180 9.118486e-02 -8.391415e-02 -4.204484e-02 1.327411e-01 0.0072190795 +#> 181 2.423549e-02 -4.842508e-02 4.321312e-02 6.274808e-04 -0.0073144786 +#> 182 3.697428e-02 -7.457659e-02 6.146740e-02 -1.883593e-02 0.0090324443 +#> 183 3.183246e-02 -2.368856e-02 -6.764575e-03 7.809229e-02 0.0340397985 +#> 184 3.002300e-02 6.265354e-02 -3.259631e-02 -4.879971e-03 0.0084814995 +#> 185 -2.305610e-02 2.408911e-02 1.955011e-02 1.044760e-02 0.0901877106 +#> 186 -1.216953e-02 1.634739e-02 1.826035e-02 2.515201e-02 0.0723433615 +#> 187 4.804922e-02 -3.559051e-02 -8.743901e-03 1.031893e-01 0.0462612446 +#> 188 -1.897826e-02 3.557872e-02 3.375474e-02 -5.425520e-02 0.1063003446 +#> 189 7.481676e-03 -2.759351e-02 -3.618453e-02 -3.859114e-03 -0.1091455325 +#> 190 3.611340e-02 -5.174282e-02 -4.520595e-02 4.450047e-02 -0.1029296557 +#> 191 -3.086942e-03 -1.182891e-02 -2.177420e-02 -3.459575e-02 -0.0898456961 +#> 192 4.712189e-02 -1.019921e-01 8.138072e-02 -2.353921e-02 0.0088342788 +#> 193 1.579535e-01 1.046716e-01 -4.119169e-02 1.877372e-02 -0.0096907881 +#> 194 1.138529e-01 7.516264e-02 -3.243136e-02 -3.581688e-03 0.0072778837 +#> 195 -9.165673e-03 1.553668e-02 1.928069e-02 6.720987e-03 0.0354542281 +#> 196 -1.840430e-02 2.394832e-02 2.384500e-02 3.540541e-02 0.1051774732 +#> 197 1.379759e-01 7.897830e-02 -2.852076e-02 1.963811e-02 -0.0062273619 +#> 198 3.634829e-02 -8.281444e-02 -1.654407e-02 -4.917949e-02 -0.0236484668 +#> 199 1.769158e-03 -3.040548e-02 -4.545469e-02 -4.567801e-02 -0.1688101127 +#> 200 9.753684e-02 -8.794719e-02 5.641767e-02 -5.470167e-02 0.0406071955 +#> 201 1.037963e-02 -3.382290e-02 3.300875e-02 7.733136e-03 -0.0110165639 +#> 202 -3.814961e-02 3.131300e-02 2.967839e-02 8.396023e-02 0.1631457794 +#> 203 1.318441e-01 9.857642e-02 -4.198231e-02 1.436406e-02 -0.0074002562 +#> 204 -2.769760e-02 2.513114e-02 2.639918e-02 6.488539e-02 0.1117997424 +#> 205 -2.253296e-02 2.894658e-02 2.319955e-02 -4.173203e-02 0.0605078083 +#> 206 8.917714e-03 -1.769974e-02 -1.537212e-02 -2.880347e-02 -0.0991147800 +#> 207 1.695112e-02 -5.208288e-02 -6.059848e-02 -2.154329e-02 -0.1718141355 +#> 208 3.715163e-02 -1.057047e-01 8.606539e-02 -1.801005e-02 0.0048691196 +#> 209 9.482199e-02 -3.503394e-02 3.577370e-02 -3.941607e-02 0.0316644856 +#> 210 2.226885e-02 1.814699e-02 -2.976676e-03 1.362669e-03 0.0002962048 +#> 211 1.313486e-01 9.704755e-02 -4.157205e-02 7.841823e-04 0.0032113577 +#> 212 8.132053e-02 8.965122e-02 -4.461318e-02 1.643615e-05 0.0044044712 +#> 213 -2.455187e-02 3.376483e-02 3.229735e-02 1.412006e-02 0.1323308223 +#> 214 -1.716975e-02 2.802706e-02 2.015385e-02 -3.468447e-02 0.0708400713 +#> 215 -8.471416e-03 -1.215140e-02 -2.929279e-02 -4.626092e-02 -0.1068346613 +#> 216 8.934096e-02 -1.736559e-01 1.246341e-01 -6.899391e-02 0.0456960767 +#> 217 1.891991e-02 -3.291061e-04 9.265953e-03 -2.379536e-03 0.0033360202 +#> 218 -5.117356e-03 -2.461051e-02 -4.872512e-02 -6.598747e-02 -0.1979405616 +#> 219 -1.656785e-03 7.559448e-03 9.398992e-03 5.690642e-02 0.0611898204 +#> 220 -5.810888e-02 1.681112e-02 6.192911e-03 8.223586e-02 0.0496404309 +#> 221 -2.588638e-02 2.994285e-02 2.233366e-02 -3.233040e-02 0.0687985293 +#> 222 1.394146e-01 7.740137e-02 -2.574966e-02 2.723928e-02 -0.0209755334 +#> 223 2.104557e-02 9.594398e-03 -1.170384e-03 -1.639788e-03 0.0014252186 +#> 224 8.052524e-02 -7.403069e-02 5.560515e-02 -4.672573e-02 0.0353915554 +#> 225 -1.056477e-02 -1.540564e-02 -3.921545e-02 -8.075445e-02 -0.1760344252 +#> 226 5.171507e-02 -3.273247e-02 3.528232e-02 -1.672036e-02 0.0116443160 +#> 227 9.234707e-02 -8.582056e-02 7.013581e-02 -4.879187e-02 0.0332055300 +#> 228 -1.196777e-02 1.887288e-02 1.771135e-02 1.683853e-02 0.0547965649 +#> 229 -2.716582e-02 3.241573e-02 2.994607e-02 2.805047e-02 0.1361404224 +#> 230 1.119844e-02 -5.069773e-03 4.227926e-03 1.001412e-01 0.0900976197 +#> 231 1.517140e-01 6.299824e-02 -1.715959e-02 4.218759e-02 -0.0392463830 +#> 232 2.735639e-02 4.985412e-02 -2.625987e-02 -7.306554e-04 0.0037900403 +#> 233 5.221120e-02 -1.083351e-01 8.418671e-02 -3.532039e-02 0.0206524961 +#> 234 -7.066177e-03 -2.121882e-02 -4.423166e-02 -6.193683e-02 -0.1912680098 +#> 235 -4.444402e-03 9.906965e-04 -1.668410e-03 4.518912e-03 -0.0175475161 +#> 236 -3.199229e-03 -3.163705e-02 -5.574414e-02 -8.280747e-02 -0.2425606703 +#> 237 -2.960201e-02 5.020086e-02 -3.521078e-02 1.174045e-02 -0.0067781179 +#> 238 -3.017961e-02 3.489102e-02 3.297032e-02 3.911817e-02 0.1567489126 +#> 239 1.038758e-01 3.038280e-02 -6.812802e-03 -1.654047e-02 0.0159793624 +#> 240 6.484608e-02 2.752205e-02 -4.198498e-03 7.661447e-03 -0.0073435080 +#> 241 -2.037193e-02 1.241907e-02 1.990214e-02 3.920508e-02 0.0675645415 +#> 242 4.395638e-02 -2.842240e-02 1.937935e-02 -2.454306e-02 0.0220426708 +#> 243 -9.242356e-03 1.342405e-02 1.315358e-02 -1.353348e-02 0.0187496742 +#> 244 1.465474e-02 2.302356e-02 -1.074629e-02 2.939491e-03 -0.0014301349 +#> 245 7.722601e-02 -7.762863e-03 1.927022e-02 -2.368728e-02 0.0201361922 +#> 246 -3.211588e-02 3.070284e-02 2.538765e-02 6.446210e-02 0.1313648699 +#> 247 1.122657e-01 8.363821e-02 -3.583785e-02 6.320586e-03 -0.0024659207 +#> 248 -2.907267e-02 2.499811e-02 2.233933e-02 8.743257e-02 0.1333611751 +#> 249 1.551422e-01 6.475310e-02 -1.992497e-02 4.533621e-02 -0.0383628832 +#> 250 -1.928842e-02 2.633720e-02 2.450401e-02 2.622684e-02 0.1190339763 +#> 251 6.237513e-02 -3.253881e-02 2.954429e-02 -2.643898e-02 0.0209304671 +#> 252 3.989582e-02 -8.999488e-02 2.879618e-02 -3.863811e-02 0.0400544890 +#> 253 3.825897e-02 1.173480e-02 -4.358830e-03 -1.386629e-02 0.0154787047 +#> 254 6.347311e-03 -4.442616e-02 2.907805e-02 -2.505372e-03 0.0016631388 +#> 255 4.857872e-02 4.725177e-02 -1.898247e-02 -1.732601e-03 0.0023969352 +#> 256 1.304625e-01 8.791339e-02 -3.460144e-02 1.379681e-02 -0.0096674278 +#> 257 -2.249277e-02 3.007198e-02 2.826810e-02 -2.121392e-02 0.0797911772 +#> 258 9.759966e-02 6.060840e-03 -2.587568e-03 5.028216e-02 -0.0417928090 +#> 259 6.688574e-02 5.910313e-02 -2.258857e-02 -2.120933e-03 0.0013825215 +#> 260 9.237781e-02 1.455280e-02 1.298967e-03 -2.026935e-02 0.0209497414 +#> 261 5.970055e-02 -7.271602e-02 6.581600e-02 -2.491666e-02 0.0139323178 +#> 262 -4.011753e-03 -3.670127e-03 -3.867372e-03 -2.351595e-02 -0.1179468143 +#> 263 6.606613e-02 -1.718349e-01 1.210711e-01 -5.483840e-02 0.0326297324 +#> 264 8.694132e-02 9.015966e-02 -4.183704e-02 -1.008499e-03 0.0041478805 +#> 265 -2.747676e-02 2.491308e-02 2.727893e-02 6.892876e-02 0.1296584372 +#> 267 1.049861e-01 4.075275e-02 -1.382633e-02 -1.483583e-02 0.0166605294 +#> 268 1.006973e-01 3.295823e-02 -8.707558e-03 3.532854e-02 -0.0266333877 +#> 270 2.351157e-02 5.572446e-02 -2.911092e-02 -8.306550e-04 0.0043368897 +#> 271 -1.453209e-02 1.977450e-02 1.892188e-02 1.145850e-03 0.0564634997 +#> 272 -2.838666e-02 -1.097617e-02 9.880534e-03 1.061082e-02 -0.0074907710 +#> 273 8.055142e-03 4.702564e-02 -2.783529e-02 3.128937e-03 0.0018601568 +#> 274 -8.085240e-03 1.207529e-02 1.509684e-02 2.011245e-02 0.0430233470 +#> 275 -4.648891e-02 6.603321e-03 5.059488e-03 9.708143e-02 0.0561767734 +#> 277 9.795241e-02 6.083864e-02 -2.132151e-02 8.363573e-03 -0.0098065940 +#> 278 1.158970e-01 6.556415e-02 -2.193781e-02 1.732372e-02 -0.0156469308 +#> 279 9.542402e-02 -2.955648e-03 1.362432e-02 3.070998e-02 -0.0321134596 +#> 281 3.854628e-02 2.026868e-02 5.292859e-03 1.156719e-02 0.0056370810 +#> 282 -1.708099e-02 2.255514e-02 1.994579e-02 -1.232289e-02 0.0416118493 +#> 283 4.729466e-02 -6.207020e-02 5.468388e-02 -2.320024e-02 0.0142437492 +#> 284 7.985718e-02 -5.126369e-02 -1.938836e-02 2.851383e-02 0.0122267597 +#> 285 -9.981327e-02 3.463209e-02 -3.475804e-02 2.381909e-02 -0.0153423732 +#> 286 5.871358e-03 -2.074927e-02 -2.398882e-02 7.673246e-02 -0.0135946666 +#> 287 -7.161857e-02 3.985061e-02 2.610845e-03 -6.527463e-02 -0.0554689433 +#> 288 7.061197e-03 1.545119e-02 9.304129e-03 -5.387269e-02 -0.0069389855 +#> 289 6.509778e-03 6.696336e-03 8.507583e-03 -3.195977e-02 0.0472875010 +#> 290 -2.331504e-02 3.779062e-02 1.748470e-02 -8.257568e-02 -0.0191270248 +#> 291 -7.307825e-02 7.499484e-02 -6.734946e-02 2.875221e-02 -0.0179612176 +#> 292 7.638862e-02 -5.413714e-02 -2.160707e-02 5.757628e-02 0.0159987854 +#> 293 -1.085545e-02 5.299420e-02 -3.404157e-02 2.648566e-03 0.0010415398 +#> 294 2.919084e-02 -3.960806e-03 2.362914e-03 -1.842963e-02 0.0079389540 +#> 295 7.315742e-03 -1.086065e-01 6.982686e-02 3.723746e-03 -0.0158117505 +#> 296 -7.850877e-02 5.296391e-02 1.550105e-02 -1.957275e-02 -0.0100537946 +#> 297 6.172367e-02 1.250723e-02 2.888019e-03 7.246472e-03 -0.0135884399 +#> 298 6.857368e-02 5.253971e-03 3.274975e-03 2.119081e-02 -0.0230968788 +#> 299 -3.769007e-02 -1.848101e-02 8.147726e-03 -2.323327e-02 0.0165045667 +#> 300 2.597150e-02 4.374573e-02 -2.448200e-02 3.464139e-03 -0.0006513564 +#> 301 -1.874820e-02 1.011091e-02 -5.158125e-03 2.014292e-02 -0.0177583742 +#> 302 -5.269324e-02 7.547291e-02 -6.235444e-02 1.387337e-02 -0.0063335790 +#> 303 -3.902370e-02 2.555823e-02 -1.822608e-02 -1.154967e-02 0.0127516132 +#> 304 -8.442313e-02 2.974563e-02 1.658148e-03 4.573210e-02 0.0015459503 +#> 305 -4.028139e-03 -1.392770e-03 -4.666376e-03 4.633028e-02 0.0591933369 +#> 306 1.255589e-02 -1.330572e-02 -1.367787e-02 5.358862e-02 -0.0075614792 +#> 307 6.401800e-02 2.308772e-02 -4.576016e-03 9.716689e-03 -0.0140030129 +#> 308 1.060719e-01 6.055853e-02 -2.404213e-02 9.182057e-03 -0.0072325237 +#> 309 9.352988e-02 -7.514449e-02 -3.039983e-02 1.189756e-01 0.0260860520 +#> 310 -5.431470e-02 2.421782e-02 -2.328498e-02 4.165658e-02 -0.0366663729 +#> 311 -8.516018e-02 8.284645e-02 -7.438732e-02 3.791561e-02 -0.0266708031 +#> 312 -6.967685e-02 6.634886e-02 -5.846529e-02 2.202359e-02 -0.0139629832 +#> 313 2.360758e-02 -1.125688e-01 6.421907e-02 3.125987e-02 -0.0374695406 +#> 314 -6.713938e-02 -5.629484e-02 3.423429e-02 -4.167827e-02 0.0321422933 +#> 315 -2.827766e-02 -4.435022e-02 3.206299e-02 -2.917650e-02 0.0187722410 +#> 316 4.192082e-02 3.888935e-02 -1.929418e-02 1.517635e-03 -0.0045149950 +#> 317 3.587874e-02 -8.601547e-02 3.809977e-02 4.611139e-02 -0.0444115752 +#> 318 -5.716388e-02 -1.084600e-02 3.994232e-03 4.838163e-02 -0.0456008707 +#> 319 -4.846292e-02 -1.092118e-02 7.113482e-03 4.013618e-02 -0.0377091730 +#> 320 -6.953258e-02 7.386287e-02 -6.548975e-02 3.571223e-02 -0.0250379243 +#> 321 -4.812177e-02 7.341374e-02 -5.812957e-02 1.648654e-02 -0.0103526881 +#> 322 4.377970e-02 1.869203e-02 -2.775262e-03 -5.487021e-03 -0.0025424810 +#> 323 9.833312e-03 1.377415e-02 1.786789e-02 -5.736807e-02 0.0482554803 +#> 324 -7.364997e-02 3.571187e-02 1.768490e-03 -2.832254e-02 -0.0332284009 +#> 325 1.839723e-02 1.191705e-02 -9.340585e-05 1.862045e-03 0.0166314336 +#> 326 -1.792257e-02 2.377869e-02 1.690461e-02 5.199668e-02 0.0699697521 +#> 327 4.421765e-02 4.166259e-02 -2.438184e-02 -4.234204e-03 0.0059192099 +#> 328 -3.672221e-02 3.087323e-02 -2.740394e-02 5.623870e-03 0.0012874803 +#> 329 -4.566726e-02 3.341301e-02 -2.675372e-02 3.280532e-02 -0.0281312908 +#> 330 -5.029546e-02 4.163329e-02 -3.316220e-02 -8.386690e-03 0.0089273205 +#> 331 -3.371373e-02 2.671222e-02 -2.160591e-02 -2.331204e-02 0.0163057947 +#> 332 -4.886256e-02 1.044040e-01 -8.577596e-02 1.184922e-02 -0.0061526137 +#> 333 2.787529e-02 9.208117e-02 -5.847681e-02 4.305988e-03 -0.0015782621 +#> 334 4.499968e-02 8.344412e-02 -4.935658e-02 2.276201e-03 -0.0011391337 +#> 335 1.758439e-02 5.075782e-02 -3.494753e-02 1.541885e-03 0.0018820544 +#> 336 8.788407e-02 -7.482820e-02 -3.490503e-02 1.282495e-01 0.0262546382 +#> 337 3.215723e-02 1.213142e-02 8.687877e-04 -2.009590e-03 0.0016503195 +#> 338 5.606029e-02 -4.717068e-02 -2.136446e-02 1.065865e-01 0.0336953335 +#> 339 -3.435168e-02 2.344756e-02 1.286190e-02 3.354343e-02 0.0300353854 +#> 340 -1.860937e-02 8.050857e-02 -5.942835e-02 -9.765163e-03 0.0086111639 +#> 341 -4.069431e-02 8.566696e-02 -6.762312e-02 6.523085e-03 -0.0017766573 +#> 342 1.495698e-02 3.329939e-02 -1.661688e-02 -1.309809e-02 0.0074294197 +#> 343 -5.668554e-02 6.997682e-02 -5.817756e-02 -4.610478e-03 0.0070388497 +#> 344 -1.573238e-02 6.945506e-02 -5.453972e-02 1.170331e-02 -0.0059577498 +#> 345 5.361718e-02 -1.105770e-01 8.574637e-02 -3.466024e-02 0.0203204097 +#> 346 -3.229413e-02 -1.779454e-02 1.613947e-02 3.488622e-02 -0.0341307818 +#> 347 4.408612e-02 -2.645697e-02 -1.182471e-03 7.388117e-02 0.0221871767 +#> 348 -7.216598e-02 -4.409026e-02 -3.306058e-02 7.103053e-02 -0.0964201786 +#> 349 -7.389514e-02 3.921830e-02 -3.656444e-02 -1.962325e-02 0.0183055799 +#> 350 -5.378474e-02 9.277760e-02 -7.743295e-02 8.537168e-03 -0.0037661802 +#> 351 -2.390992e-02 -7.871936e-02 5.134491e-02 -2.026037e-02 0.0077698562 +#> 352 -2.657762e-02 1.179596e-02 -1.028162e-02 -1.877802e-02 0.0132601608 +#> 353 3.058693e-02 9.027736e-02 -5.645695e-02 -1.507282e-03 0.0045009656 +#> 354 -3.462615e-02 4.449886e-02 -3.743205e-02 2.272358e-02 -0.0175896737 +#> 355 -9.528899e-02 3.216689e-02 -3.282576e-02 7.133364e-02 -0.0626286801 +#> 356 4.849706e-02 -2.848721e-02 2.061295e-02 -1.868285e-02 0.0122184976 +#> 357 -1.562707e-02 -2.220656e-02 1.826681e-02 -1.761891e-02 0.0108105416 +#> 358 2.392290e-02 -5.295203e-02 3.862518e-02 1.045972e-03 -0.0099826106 +#> 359 3.570143e-02 5.612766e-02 -3.039612e-02 -2.865362e-03 0.0013475273 +#> 360 1.573334e-02 -3.433703e-02 3.065668e-02 -1.217235e-02 0.0027820988 +#> 361 -1.283875e-02 3.416357e-02 1.536956e-02 -1.180034e-01 -0.0377460725 +#> 362 1.850048e-02 4.705079e-02 -2.620670e-02 -6.158806e-03 0.0055090818 +#> 363 -7.536015e-02 3.517775e-02 -3.441138e-02 1.204313e-02 -0.0031332454 +#> 364 -6.644406e-02 6.098258e-02 -5.234178e-02 1.064749e-02 -0.0033272662 +#> 365 3.841902e-03 1.736301e-02 1.217279e-02 -9.224285e-03 0.0265438497 +#> 366 2.614968e-02 -2.231146e-02 -2.430915e-02 5.741160e-02 -0.0932877677 +#> 367 1.591697e-02 -1.671029e-02 -1.843473e-02 5.420654e-02 -0.0488093589 +#> 368 -4.937591e-02 3.265083e-02 1.450553e-02 4.823426e-02 0.0405458411 +#> 369 -7.888408e-02 -2.035898e-03 -1.501510e-02 1.085307e-01 -0.0309117378 +#> 370 -9.369368e-02 2.998909e-02 2.438408e-03 7.980791e-02 -0.0048742146 +#> 371 -4.562889e-02 4.195448e-02 1.920772e-02 1.177112e-03 0.0265353165 +#> 372 -8.914142e-02 8.699690e-03 -1.360263e-02 3.719581e-02 -0.0263939530 +#> 373 3.349596e-02 -2.163922e-02 -4.409996e-03 7.810829e-02 0.0471655624 +#> 374 -7.145035e-02 1.289842e-02 -1.455917e-02 1.386156e-02 -0.0061778025 +#> 375 -4.336733e-02 1.329682e-02 4.599697e-03 8.603615e-02 0.0421281025 +#> 376 2.368459e-02 -2.694302e-02 -3.029438e-02 7.308486e-02 -0.0976299673 +#> 377 -5.319676e-02 -8.522226e-02 5.934258e-02 -3.917222e-02 0.0282527532 +#> 378 -1.100724e-01 -9.232060e-02 5.707584e-02 -5.519682e-02 0.0482538565 +#> 379 -8.466327e-02 -9.198169e-02 6.373246e-02 -5.826071e-02 0.0483017361 +#> 380 -8.372132e-02 -1.267176e-02 2.315935e-03 -1.763743e-02 0.0213250232 +#> 381 -4.933126e-02 -2.029030e-02 9.531406e-03 -6.597884e-03 0.0105500240 +#> 382 -4.325738e-02 6.481765e-04 -3.051709e-04 -1.694924e-02 0.0200245722 +#> 383 -4.860350e-02 -1.239252e-02 9.926690e-03 3.592521e-02 -0.0311327334 +#> 384 -1.087194e-01 -1.020944e-01 6.801881e-02 -6.826768e-02 0.0563530601 +#> 385 -5.702975e-02 -3.619904e-02 2.619689e-02 -4.081757e-02 0.0353402633 +#> 386 -5.487822e-02 -8.800064e-03 5.512625e-03 -2.369725e-02 0.0218235363 +#> 387 -4.581898e-02 -2.590945e-02 1.691973e-02 -2.330517e-02 0.0216818244 +#> 388 -4.612809e-02 -3.198902e-02 2.436665e-02 -3.239248e-02 0.0294307865 +#> 389 -6.468301e-02 -2.042385e-02 1.207482e-02 -2.748069e-02 0.0291820245 +#> 390 -3.877038e-02 -1.152143e-02 8.640774e-03 2.469626e-02 -0.0194970460 +#> 391 9.233833e-02 -6.336813e-02 -2.501561e-02 4.994289e-02 0.0242749284 +#> 392 -6.647604e-02 2.059822e-02 -1.733363e-02 2.135076e-02 -0.0136694541 +#> 393 -6.904315e-02 4.201430e-02 1.367091e-02 1.969900e-02 0.0124194019 +#> 394 -8.860716e-02 -7.752155e-02 5.054023e-02 -5.421386e-02 0.0438817747 +#> 395 -3.940283e-02 4.989569e-02 2.249754e-02 -6.440513e-02 -0.0049751169 +#> 396 -8.455473e-02 -1.175030e-01 6.608554e-02 -3.019570e-02 0.0258669242 +#> 397 1.265600e-02 8.239313e-03 1.276443e-02 -6.683034e-02 0.0028576475 +#> 398 -7.744800e-02 1.505352e-02 -1.885258e-02 2.908664e-03 0.0055881159 +#> 399 -8.199988e-02 -6.253250e-03 3.809559e-04 6.297926e-02 -0.0563081451 +#> 400 1.084425e-01 -9.018470e-02 -4.165002e-02 1.090705e-01 0.0140648115 +#> 401 -8.860886e-02 3.861459e-03 -7.045035e-03 6.467687e-02 -0.0570879592 +#> 402 -1.067558e-01 -7.787831e-02 4.726615e-02 -5.468077e-02 0.0474914689 +#> 403 -8.761443e-03 1.113849e-02 -7.697101e-03 -1.082649e-02 0.0143134651 +#> 404 -2.315858e-03 -1.265644e-01 7.879486e-02 5.632393e-03 -0.0177160407 +#> 405 -3.954826e-02 -1.354653e-01 7.391529e-02 3.673493e-03 -0.0081092214 +#> 406 1.100025e-02 1.716111e-02 8.466120e-03 -1.291597e-01 -0.0473420516 +#> 407 1.044671e-01 -7.082214e-02 -3.041760e-02 7.572560e-03 -0.0032263359 +#> 408 -5.643129e-02 2.952130e-02 -2.580374e-02 2.232035e-02 -0.0135552959 +#> 409 1.112020e-01 -8.091034e-02 -3.378717e-02 5.234451e-02 0.0146909775 +#> 410 -1.425632e-03 2.649189e-02 1.444564e-02 -7.869940e-02 -0.0106832028 +#> 411 -6.711424e-02 6.981907e-02 2.503303e-02 -1.906604e-01 -0.0931438974 +#> 412 1.848112e-02 -1.360866e-02 -1.422286e-02 5.380727e-02 -0.0320810681 +#> 413 -5.344374e-02 6.707242e-02 2.735312e-02 -1.854085e-01 -0.0760900578 +#> 414 -7.455940e-03 3.063534e-02 1.364837e-02 -1.383918e-01 -0.0520028663 +#> 415 -9.939156e-02 -1.188450e-01 6.747816e-02 -3.599448e-02 0.0328427832 +#> 416 -1.035120e-01 2.145743e-02 -2.876977e-02 2.234731e-02 -0.0104602628 +#> 417 -1.162038e-01 1.543768e-02 -2.520991e-02 2.220972e-02 -0.0107553619 +#> 418 -9.217685e-02 -5.032249e-03 -6.461817e-03 8.789210e-03 0.0006939753 +#> 419 -2.028348e-02 -1.435701e-01 3.782956e-02 7.896859e-02 -0.0701395768 +#> 420 -5.243988e-02 -1.550659e-01 -4.459186e-02 1.791405e-01 -0.1316903325 +#> 421 -2.908536e-02 3.854275e-02 1.977679e-02 -2.703076e-02 0.0178971489 +#> 422 2.632700e-02 6.159872e-04 5.248604e-03 -6.512717e-02 -0.0252347081 +#> 423 3.123239e-02 -2.214646e-03 3.593537e-03 -7.715817e-02 -0.0393408814 +#> 424 2.993011e-02 1.239601e-02 2.272200e-02 -1.858941e-01 -0.0163088994 +#> 425 2.885457e-02 1.484909e-02 2.543550e-02 -2.081749e-01 -0.0171395584 +#> 426 1.819249e-02 9.522678e-03 1.396835e-02 -1.508231e-01 -0.0254965097 +#> 427 9.617997e-02 -6.794323e-02 -2.763464e-02 3.839459e-02 0.0092321859 +#> 428 2.203135e-02 -7.383022e-04 3.796276e-03 -5.548405e-02 -0.0280394752 +#> 429 -8.910525e-02 -8.299070e-02 -6.391916e-02 1.554310e-01 -0.1275883590 +#> 430 -5.498339e-02 7.010296e-02 2.835901e-02 -1.896423e-01 -0.0750763518 +#> 431 2.426768e-02 -2.389022e-02 -2.618467e-02 6.805656e-02 -0.0913334500 +#> 432 -5.693526e-02 5.710054e-02 1.982820e-02 -1.432942e-01 -0.0639329112 +#> 433 -2.302347e-02 3.270554e-02 1.804122e-02 -6.281961e-03 0.0328115292 +#> 434 4.229915e-02 -1.209968e-02 -1.626106e-03 -3.285346e-02 0.0027522982 +#> 435 6.413174e-02 -3.802633e-02 -1.154747e-02 3.498560e-02 0.0208584989 +#> 436 4.807377e-03 1.193833e-02 1.890953e-02 -2.846148e-02 0.0321232765 +#> 437 -4.276250e-02 4.541052e-02 1.852737e-02 -9.038974e-02 -0.0334094841 +#> 438 5.765364e-03 -1.081515e-01 6.864925e-02 6.589362e-03 -0.0142314763 +#> 439 1.220626e-02 1.770567e-02 -4.707557e-03 -1.272318e-02 0.0097831386 +#> 440 -6.114732e-02 -8.887078e-02 5.862701e-02 -3.572383e-02 0.0265927789 +#> 441 1.705059e-02 -8.640361e-02 6.081421e-02 8.021700e-04 -0.0122168283 +#> 442 3.893750e-03 -3.468718e-02 2.734940e-02 -1.102657e-02 0.0054289799 +#> DC16 DC17 DC18 DC19 DC20 +#> 10 -2.017133e-02 1.528695e-02 -0.0218351761 3.827735e-02 -1.545008e-01 +#> 11 -1.227732e-02 1.182378e-02 -0.0085751121 1.499068e-02 -9.650493e-02 +#> 12 -1.030642e-02 -2.183701e-03 -0.0118623999 1.033114e-02 -6.447045e-02 +#> 13 -4.509263e-03 -1.438257e-03 -0.0066757910 1.313206e-02 -1.886399e-02 +#> 14 2.249029e-03 -5.629320e-03 -0.0155626143 3.261773e-02 4.002947e-02 +#> 15 2.097066e-03 -2.901393e-03 -0.0065406062 1.287809e-02 3.118962e-02 +#> 16 9.175185e-03 -8.353052e-03 0.0174205502 -2.483145e-02 5.441540e-02 +#> 17 5.432200e-03 2.537081e-03 0.0083839553 -6.540698e-03 3.633028e-02 +#> 18 -1.115031e-02 8.286168e-03 -0.0179868190 2.762277e-02 -8.296587e-02 +#> 19 -1.358628e-04 -2.077549e-03 0.0114786405 -1.667604e-02 1.714198e-02 +#> 20 -5.740861e-03 2.213996e-03 0.0064517910 -1.220126e-02 -3.305781e-02 +#> 21 -1.749012e-02 1.085985e-02 -0.0112753464 1.665927e-02 -1.308395e-01 +#> 22 -4.383994e-03 6.377725e-05 -0.0175481604 3.326337e-02 -1.658630e-02 +#> 23 3.181505e-03 -4.341304e-03 -0.0132520709 2.788906e-02 4.090683e-02 +#> 24 -1.044940e-03 -8.984576e-04 -0.0179844145 3.781347e-02 1.316181e-02 +#> 25 1.452450e-02 -3.447480e-03 0.0255982493 -4.512136e-02 7.664283e-02 +#> 26 1.293258e-02 2.688791e-05 0.0243605839 -3.774542e-02 8.105381e-02 +#> 27 -7.981073e-03 9.061239e-03 -0.0130706312 2.594465e-02 -6.179159e-02 +#> 28 -5.949542e-03 6.586077e-03 0.0009863951 -9.932923e-04 -3.808727e-02 +#> 29 1.208452e-02 -1.838744e-03 0.0244356812 -3.752089e-02 7.070029e-02 +#> 30 1.772100e-02 -2.835347e-03 0.0394111849 -6.502411e-02 9.566398e-02 +#> 31 9.090773e-03 4.295832e-03 0.0311023095 -4.750499e-02 1.133900e-02 +#> 32 1.237238e-02 -6.705678e-03 0.0403109057 -5.968392e-02 4.501802e-02 +#> 33 1.278590e-02 -4.143356e-03 0.0330628314 -5.421738e-02 6.421498e-02 +#> 34 4.059777e-03 -1.041420e-02 0.0123146366 -1.621648e-02 2.822827e-02 +#> 35 1.069774e-02 2.494837e-03 0.0311270323 -5.190301e-02 2.672801e-02 +#> 36 2.801233e-02 -6.820784e-03 0.0428764005 -7.256209e-02 1.890109e-01 +#> 37 3.551198e-02 -2.253405e-02 0.0441155068 -5.960164e-02 2.953704e-01 +#> 38 2.823636e-02 -4.152048e-03 0.0531222917 -8.623632e-02 1.791484e-01 +#> 39 2.270982e-02 -1.003662e-02 0.0241895586 -3.880713e-02 1.594924e-01 +#> 40 1.152593e-03 -3.364593e-03 0.0162206688 -1.502732e-02 -7.671038e-04 +#> 41 6.644861e-03 -1.014412e-02 0.0319154562 -3.921878e-02 2.436422e-02 +#> 42 1.303224e-02 1.759069e-04 0.0332180310 -5.737982e-02 3.835240e-02 +#> 43 -1.186821e-03 -1.394419e-04 0.0117303098 -1.230045e-02 -3.950042e-02 +#> 44 4.299984e-03 5.578418e-03 0.0025180538 -2.381572e-02 -1.173606e-02 +#> 45 1.335472e-02 2.935962e-03 0.0118907228 -4.006547e-02 5.278208e-02 +#> 46 2.816400e-02 -2.225815e-02 0.0308940767 -3.947593e-02 2.490033e-01 +#> 47 2.165300e-02 -8.379633e-03 0.0216687905 -3.396008e-02 1.471823e-01 +#> 48 2.749997e-02 -1.386361e-02 0.0387280489 -5.873760e-02 2.265227e-01 +#> 49 1.175155e-02 3.870934e-03 0.0359438127 -5.713762e-02 2.653533e-02 +#> 50 5.284815e-03 -1.142248e-03 0.0263727443 -3.552499e-02 7.032476e-03 +#> 51 1.019658e-02 2.630252e-03 0.0248818275 -4.071107e-02 3.551062e-02 +#> 52 -3.219939e-02 -5.801633e-02 -0.0610194646 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66 -5.564851e-03 1.366992e-03 -0.0072297273 1.715908e-02 -1.432360e-02 +#> 67 -7.566766e-03 2.493442e-03 -0.0042837395 1.884621e-02 -6.657705e-02 +#> 68 -1.468188e-03 1.436765e-02 -0.0066263469 9.559338e-04 -8.250379e-02 +#> 69 -6.251475e-03 1.612643e-02 -0.0104910282 1.867217e-02 -8.207477e-02 +#> 70 -1.047902e-02 1.624762e-02 -0.0288707300 2.848853e-02 -1.531540e-01 +#> 71 -6.700270e-03 1.678291e-02 -0.0285206958 2.499609e-02 -1.304764e-01 +#> 72 -4.469272e-03 -1.465544e-02 -0.0242058961 5.892493e-02 -2.829337e-02 +#> 74 -1.174565e-02 -2.445965e-02 -0.0082460970 7.022135e-02 1.124204e-02 +#> 75 6.141325e-03 -1.301863e-02 -0.0124854291 3.502668e-02 4.241613e-02 +#> 76 -3.787653e-03 1.559560e-02 -0.0005046350 4.541125e-03 -3.844736e-02 +#> 77 -4.385110e-02 -8.935970e-02 -0.0957911722 1.959465e-01 5.432923e-02 +#> 78 1.075859e-03 1.125646e-02 -0.0015941139 -8.771008e-03 -6.270375e-02 +#> 79 -9.124594e-04 1.339704e-02 0.0015040076 -3.866422e-04 -4.969100e-02 +#> 80 -6.932655e-03 1.525353e-02 -0.0383288666 2.963298e-02 -1.243665e-01 +#> 81 -9.373724e-03 1.532461e-02 -0.0318527187 4.094221e-02 -1.403652e-01 +#> 82 2.262863e-03 -2.692973e-02 -0.0181787912 6.218782e-02 4.955020e-02 +#> 83 -1.636234e-03 -2.479196e-02 -0.0143689629 5.399503e-02 2.671435e-02 +#> 84 4.467088e-03 -1.290380e-02 -0.0160915301 4.207845e-02 2.735985e-02 +#> 85 -7.293964e-03 -6.436476e-03 -0.0103996828 3.261671e-02 -3.619143e-02 +#> 86 -8.833538e-03 2.234684e-02 -0.0131724238 1.208984e-02 -1.430350e-01 +#> 87 -1.159236e-02 2.929420e-02 -0.0319451158 3.078624e-02 -1.679093e-01 +#> 88 -9.811665e-03 2.876490e-02 -0.0197461438 1.820406e-02 -1.413786e-01 +#> 89 -1.131989e-02 1.559532e-02 -0.0156210323 2.360327e-02 -1.453223e-01 +#> 90 -9.538746e-03 1.361991e-02 -0.0322409294 2.574193e-02 -1.372873e-01 +#> 91 1.252753e-03 -6.750937e-03 -0.0198247248 3.583844e-02 -9.125842e-03 +#> 92 -2.343194e-03 -7.067506e-03 -0.0138672952 3.336062e-02 -1.823410e-02 +#> 93 -3.693381e-03 -1.803040e-03 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-4.304416e-02 5.503852e-02 +#> 107 5.608374e-03 -2.219036e-03 0.0214737178 -4.167294e-02 2.220621e-02 +#> 108 -9.781044e-03 -1.280277e-02 0.0087779533 -4.925316e-03 -1.604533e-02 +#> 109 -1.847155e-02 -3.081879e-02 0.0185067262 4.690884e-03 2.202612e-02 +#> 110 -9.174647e-04 -6.946288e-03 -0.0107697956 3.330015e-02 -1.649793e-02 +#> 111 4.927630e-04 -8.473647e-03 0.0155690441 -2.571751e-02 2.247418e-02 +#> 112 2.346120e-02 -4.205399e-02 0.0241502762 -3.772232e-02 3.979756e-02 +#> 113 2.754626e-02 -2.493921e-02 0.0227289346 -3.641423e-02 8.243728e-02 +#> 114 1.113767e-02 4.830162e-03 0.0091544201 -1.929944e-02 1.965265e-02 +#> 115 1.657895e-02 -8.446687e-03 0.0151529375 -3.010873e-02 8.929160e-02 +#> 116 -2.095550e-03 6.408093e-03 0.0134453094 -1.924021e-02 -2.034267e-02 +#> 117 1.709063e-03 -1.107515e-02 0.0085860714 -1.017591e-02 1.448346e-02 +#> 118 -8.108521e-03 -8.066198e-03 -0.0136815337 4.045570e-02 -5.537008e-02 +#> 119 -2.187069e-02 -3.209157e-02 0.0133592820 1.553264e-02 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4.611604e-04 1.256892e-02 -0.0049884869 -9.099820e-03 3.652144e-02 +#> 134 3.976977e-03 1.681738e-02 -0.0002653857 -2.476706e-02 5.767528e-02 +#> 135 2.098072e-02 -9.609803e-03 0.0126838391 -3.432397e-02 6.516842e-02 +#> 136 -4.702940e-03 1.762188e-02 -0.0049540631 -2.718735e-02 2.379086e-03 +#> 137 -3.710178e-03 -2.872544e-03 0.0210915961 -4.135804e-02 1.762101e-02 +#> 138 1.122742e-03 1.238285e-02 0.0043797092 -3.883006e-02 3.575924e-02 +#> 139 2.128078e-02 -2.175181e-02 0.0233945030 -2.587348e-02 8.504494e-02 +#> 140 1.317001e-03 -1.045717e-02 -0.0163692345 1.983394e-02 1.078286e-01 +#> 141 -9.985954e-05 1.997055e-02 0.0029083347 -1.666948e-02 -4.997978e-03 +#> 142 2.869674e-03 1.684764e-02 -0.0043815558 -2.329488e-02 5.701548e-02 +#> 143 -8.748179e-03 3.004089e-02 -0.0156728163 7.105866e-03 -2.398654e-02 +#> 144 -1.722300e-02 -9.832199e-03 0.0014699353 8.450869e-03 -3.315195e-02 +#> 145 -1.087375e-02 -1.030568e-02 -0.0008689043 1.396282e-02 -1.006984e-02 +#> 146 -1.091610e-02 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4.053337e-03 1.757506e-02 +#> 186 -3.858692e-03 4.611258e-04 0.0226652030 1.335122e-03 2.641785e-03 +#> 187 6.967336e-03 1.621638e-02 -0.1066522760 -8.183914e-02 -1.588830e-02 +#> 188 -6.689490e-02 -8.847746e-02 0.0245348788 6.021278e-02 2.204637e-02 +#> 189 4.524637e-02 5.946120e-02 -0.0144399013 -5.659457e-02 -2.341461e-03 +#> 190 4.406708e-02 5.497094e-02 -0.0537850835 -6.836051e-02 -1.721881e-03 +#> 191 2.362565e-02 2.931664e-02 0.0014143718 -2.623228e-02 5.718359e-03 +#> 192 -4.855002e-02 3.818583e-02 0.0160696055 -2.469960e-02 -2.837474e-03 +#> 193 7.390238e-02 -7.187497e-02 0.0122109950 -1.241813e-02 -3.401619e-02 +#> 194 9.004843e-02 -2.699239e-02 -0.0317412083 3.685149e-02 -7.819367e-03 +#> 195 -4.277397e-03 9.946203e-04 0.0231695830 2.050054e-02 -2.212881e-02 +#> 196 -2.006325e-02 -2.808409e-02 0.0365729518 4.370006e-02 6.955023e-03 +#> 197 7.610760e-02 -7.872342e-02 0.0149741338 -1.112443e-02 -2.828351e-02 +#> 198 2.593574e-02 4.899874e-02 -0.0279783403 1.357935e-02 2.155822e-02 +#> 199 5.199418e-02 6.353295e-02 -0.0057505363 -4.476347e-02 -6.917018e-04 +#> 200 2.157583e-02 7.480693e-02 -0.0508913212 5.115023e-02 3.069592e-02 +#> 201 -3.513299e-02 -8.776588e-03 0.0274507370 -3.225579e-02 -1.686538e-02 +#> 202 -1.448296e-02 -7.343733e-03 0.0359451843 3.378499e-02 5.362299e-03 +#> 203 7.010664e-02 -5.866581e-02 0.0010683919 1.322077e-03 -3.496394e-02 +#> 204 9.410902e-04 1.596550e-03 0.0692811751 4.185815e-02 2.339242e-02 +#> 205 -3.057118e-02 -3.714314e-02 0.0711420693 6.652607e-02 7.674844e-03 +#> 206 8.337393e-03 6.717832e-03 -0.0236808115 1.583271e-02 -2.758799e-02 +#> 207 3.937575e-02 4.061931e-02 -0.0464040556 -2.233928e-02 -1.076167e-02 +#> 208 -7.290496e-02 4.695813e-02 0.0166432159 -2.158389e-02 3.409464e-03 +#> 209 6.578145e-02 4.213946e-02 -0.0619925473 6.890774e-02 1.867085e-02 +#> 210 3.378388e-02 -1.022552e-02 -0.0152225847 1.845218e-02 -8.831452e-03 +#> 211 7.911324e-02 -2.853976e-02 -0.0230117067 2.415947e-02 -1.789392e-02 +#> 212 6.215426e-02 -1.175584e-02 -0.0287489960 3.292863e-02 -8.513677e-03 +#> 213 -2.512423e-02 -2.300934e-02 0.0793513587 5.656305e-02 1.064821e-02 +#> 214 -3.011172e-02 -3.932580e-02 0.0605304603 5.600824e-02 4.357873e-03 +#> 215 3.339256e-02 4.259667e-02 0.0166028724 -3.063305e-02 7.959458e-03 +#> 216 -4.212874e-02 1.135326e-01 -0.0322994576 2.848214e-02 3.468715e-02 +#> 217 5.361326e-02 -1.952635e-02 -0.0189658981 2.380978e-02 -1.023787e-02 +#> 218 5.812410e-02 7.017926e-02 0.0141410518 -4.224117e-02 -3.509831e-03 +#> 219 1.466119e-02 2.935034e-02 -0.0721308929 -1.007396e-01 -9.166683e-03 +#> 220 9.194564e-03 1.635112e-02 -0.0683368493 -3.542293e-02 1.929961e-03 +#> 221 -2.349306e-02 -2.522570e-02 0.0855424242 6.026431e-02 1.542911e-02 +#> 222 2.349537e-02 -7.227178e-02 0.0418105400 -4.677262e-02 -3.113515e-02 +#> 223 -9.354274e-03 2.543744e-02 -0.0202596566 2.541667e-02 1.049590e-02 +#> 224 3.682500e-02 6.158912e-02 -0.0565007143 6.182039e-02 2.510070e-02 +#> 225 3.442613e-02 3.554582e-02 0.0094759803 -1.308464e-02 -3.402201e-03 +#> 226 2.898738e-02 1.202655e-02 -0.0206495417 2.193254e-02 -2.383649e-03 +#> 227 8.698569e-03 7.732820e-02 -0.0477760060 4.949509e-02 2.648121e-02 +#> 228 6.734867e-03 1.219920e-02 0.0461260792 6.246252e-03 3.402522e-04 +#> 229 -1.905104e-02 -1.202064e-02 0.0610963385 2.718650e-02 1.533795e-02 +#> 230 1.666742e-02 3.506846e-02 -0.0918082065 -1.155643e-01 -1.016119e-02 +#> 231 1.126813e-02 -1.095383e-01 0.0722218158 -7.976927e-02 -4.383853e-02 +#> 232 3.274902e-02 5.720754e-03 -0.0265674446 3.049949e-02 1.566822e-03 +#> 233 -2.257625e-02 5.167734e-02 -0.0089911175 5.724381e-03 1.021364e-02 +#> 234 5.172751e-02 6.088723e-02 0.0083051395 -3.450596e-02 -6.799051e-03 +#> 235 1.813733e-02 2.850195e-02 0.0155609524 -1.999238e-02 -3.175696e-03 +#> 236 5.944455e-02 6.766361e-02 -0.0031044898 -3.759025e-02 -5.538141e-03 +#> 237 -1.039343e-02 1.670178e-04 0.0033703814 -6.486664e-03 -1.537491e-03 +#> 238 -2.208780e-02 -1.771983e-02 0.0932888724 6.474136e-02 1.887938e-02 +#> 239 4.582667e-02 1.808194e-02 -0.0366057848 3.758996e-02 8.357915e-03 +#> 240 2.766647e-02 -3.772923e-02 0.0204604956 -2.970079e-02 1.656671e-03 +#> 241 -2.397279e-03 4.829033e-03 0.0281643926 2.233841e-02 6.115646e-04 +#> 242 5.209893e-02 1.491197e-02 -0.0343674466 3.973688e-02 1.104725e-02 +#> 243 -3.354227e-03 -2.097779e-03 0.0330318167 2.634214e-02 -1.111083e-02 +#> 244 -3.608007e-03 1.469272e-02 -0.0154159597 1.899916e-02 5.748033e-03 +#> 245 5.615935e-02 2.414765e-02 -0.0481374592 5.486648e-02 8.394316e-03 +#> 246 -4.612888e-03 4.492752e-03 0.0116328428 -8.539367e-03 5.331705e-03 +#> 247 5.384747e-02 -3.084691e-02 -0.0081856075 7.342143e-03 -1.877322e-02 +#> 248 1.266597e-03 1.041197e-02 0.0018215983 -2.346663e-02 8.527250e-03 +#> 249 1.933538e-02 -1.132534e-01 0.0654459263 -7.035425e-02 -4.379518e-02 +#> 250 -1.711398e-02 -1.404139e-02 0.0599031878 3.716371e-02 1.267639e-02 +#> 251 4.202000e-02 2.626566e-02 -0.0381401545 4.204351e-02 9.220930e-03 +#> 252 6.959621e-03 3.826156e-02 -0.0158806974 1.613632e-02 2.383747e-02 +#> 253 5.842998e-02 4.467326e-03 -0.0338771884 4.008319e-02 8.203214e-03 +#> 254 -2.256353e-02 4.992745e-03 0.0115928598 -1.299674e-02 -3.375698e-04 +#> 255 5.771639e-02 -3.197790e-02 -0.0006892968 -4.276969e-03 -1.351495e-02 +#> 256 3.564462e-02 -4.367682e-02 0.0131300515 -1.579563e-02 -3.019776e-02 +#> 257 -2.720760e-02 -2.740340e-02 0.0767181657 6.734430e-02 4.226278e-05 +#> 258 9.893974e-04 -1.014184e-01 0.0537537079 -4.199110e-02 -2.619867e-02 +#> 259 2.106532e-02 -1.052487e-02 0.0058581161 -1.403741e-02 -2.049903e-02 +#> 260 7.540394e-02 4.100129e-03 -0.0410588604 4.345751e-02 5.354476e-03 +#> 261 -1.625986e-02 4.496238e-02 -0.0169458924 1.721856e-02 7.604496e-03 +#> 262 2.197941e-02 2.260722e-02 -0.0001101266 8.937940e-03 -1.287824e-02 +#> 263 -5.829000e-02 8.636891e-02 -0.0019045617 -6.447541e-03 1.970845e-02 +#> 264 5.466022e-02 -1.230689e-02 -0.0183423470 1.649672e-02 -1.577163e-02 +#> 265 -8.025428e-03 -1.014610e-02 0.0834978119 6.679007e-02 2.108215e-02 +#> 267 7.676477e-02 -1.139435e-02 -0.0265202763 2.618192e-02 8.918897e-04 +#> 268 3.488187e-02 -8.721388e-02 0.0356780666 -3.159348e-02 -9.504979e-03 +#> 270 5.378995e-02 -5.432014e-03 -0.0313398470 3.703296e-02 -2.591514e-03 +#> 271 -8.038337e-03 -1.218656e-02 0.0469610318 2.952563e-02 1.238026e-02 +#> 272 5.198234e-02 -6.302529e-02 0.0186283925 -1.902072e-02 -2.653176e-02 +#> 273 5.756669e-02 -1.415233e-02 -0.0315040840 4.079233e-02 1.556631e-03 +#> 274 3.327810e-03 1.069387e-02 0.0059847231 -1.874968e-02 1.410929e-03 +#> 275 1.023055e-02 1.054721e-02 0.0109006362 3.117234e-02 1.786382e-02 +#> 277 -1.180719e-02 -1.635273e-02 0.0203418554 -2.718236e-02 -3.096195e-02 +#> 278 1.299172e-02 -4.968877e-02 0.0312577733 -3.837646e-02 -3.305877e-02 +#> 279 -3.852838e-02 -6.960714e-02 0.0642374003 -6.761975e-02 -4.683840e-02 +#> 281 2.797689e-02 -3.417304e-02 0.0217601116 -8.090013e-03 8.054653e-03 +#> 282 -7.486127e-03 -9.080460e-03 0.0652365952 4.587985e-02 4.565727e-03 +#> 283 5.279742e-03 2.848641e-02 -0.0151953694 1.519397e-02 3.209941e-03 +#> 284 -2.096093e-02 -3.544293e-02 0.0446971883 7.420956e-02 1.923498e-02 +#> 285 1.161023e-02 -4.913209e-02 0.0285265254 -3.274605e-02 -1.315887e-02 +#> 286 6.002451e-02 9.164653e-02 0.1055642357 3.572590e-02 -1.468710e-02 +#> 287 7.355138e-03 7.340302e-03 -0.0151681305 -1.562984e-02 -7.889713e-03 +#> 288 1.832900e-03 5.210001e-04 0.0233257075 -3.160223e-02 -2.968478e-03 +#> 289 -4.582657e-02 -6.387465e-02 -0.0131411288 4.112912e-02 3.968881e-03 +#> 290 1.597190e-03 6.351057e-03 0.0273211204 -9.147667e-03 -1.033265e-02 +#> 291 -3.633652e-02 1.801933e-02 -0.0220038096 3.680588e-02 3.231260e-02 +#> 292 -1.216886e-02 -2.273842e-02 0.0040721983 3.670639e-02 1.493912e-02 +#> 293 2.114626e-02 3.462536e-03 -0.0177136420 2.037344e-02 3.951948e-03 +#> 294 1.300146e-05 -1.184211e-03 0.0140414130 -2.787114e-02 4.788315e-04 +#> 295 -1.270930e-01 1.245678e-02 0.0624131636 -7.060586e-02 -2.303114e-02 +#> 296 2.160234e-02 3.592993e-02 -0.0751245858 -8.502847e-02 -1.767646e-02 +#> 297 -9.318518e-02 2.013433e-02 0.0377663590 -4.727628e-02 -2.345382e-02 +#> 298 -5.710691e-02 -2.392703e-02 0.0374762883 -3.882891e-02 -2.714734e-02 +#> 299 -6.619602e-02 8.475656e-02 -0.0191213647 1.818404e-02 2.980844e-02 +#> 300 1.369548e-02 1.619904e-02 -0.0339353575 4.443526e-02 1.141800e-02 +#> 301 -3.941516e-02 -6.382572e-03 0.0156286068 -1.423677e-02 -5.429127e-03 +#> 302 -2.267724e-02 3.404607e-02 -0.0327374558 4.405835e-02 3.001034e-02 +#> 303 3.217194e-02 1.207974e-02 -0.0184833461 1.655456e-02 9.147727e-03 +#> 304 1.130445e-02 1.269084e-02 -0.0414887929 6.390009e-03 6.008820e-03 +#> 305 6.119585e-03 1.608426e-02 0.0647984658 5.201578e-02 -2.885202e-03 +#> 306 5.067640e-02 7.747941e-02 0.0955170202 2.266879e-02 -1.150103e-02 +#> 307 -7.629777e-02 1.133871e-02 0.0315840140 -3.846129e-02 -2.332037e-02 +#> 308 1.495053e-03 -1.186861e-02 0.0024790164 -3.036316e-03 -1.307787e-02 +#> 309 -3.548359e-03 -7.382551e-03 -0.0598563953 -7.618997e-03 6.560904e-03 +#> 310 -1.156947e-01 -1.611490e-03 0.0483805098 -5.031126e-02 -4.192496e-04 +#> 311 -7.337801e-02 2.168850e-02 -0.0052099082 1.660679e-02 3.036336e-02 +#> 312 -5.507275e-02 3.035132e-02 -0.0088626012 1.419630e-02 2.707042e-02 +#> 313 -1.539400e-01 -1.234829e-02 0.0741844649 -7.561680e-02 -2.852293e-02 +#> 314 -1.627261e-02 7.267431e-02 -0.0219107766 1.673092e-02 2.828503e-02 +#> 315 -5.090224e-02 6.111497e-02 0.0033626559 -1.360511e-02 9.542844e-03 +#> 316 -8.069040e-02 5.300755e-02 0.0001852432 -2.216636e-03 2.676912e-03 +#> 317 -1.233407e-01 -3.198166e-02 0.0568714164 -4.546718e-02 -2.296479e-02 +#> 318 -1.293918e-01 -2.989199e-02 0.0803743559 -8.661340e-02 -1.858824e-02 +#> 319 -9.432509e-02 -3.840110e-02 0.0737212378 -8.209621e-02 -2.582762e-02 +#> 320 -5.522669e-02 1.108695e-02 -0.0071034993 1.981179e-02 2.621061e-02 +#> 321 -5.940096e-02 4.759031e-02 -0.0183053099 2.316597e-02 2.754871e-02 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-1.774585e-02 4.842738e-02 -0.0437959748 5.608602e-02 2.866816e-02 +#> 336 8.368943e-03 8.891661e-03 -0.0829361481 -5.031156e-02 3.632417e-03 +#> 337 -1.988655e-03 2.605201e-02 -0.0280241212 3.507931e-02 8.639433e-03 +#> 338 1.474047e-02 2.265138e-02 -0.0819506222 -7.448527e-02 -3.027712e-03 +#> 339 1.555364e-02 1.539894e-02 -0.0347125906 -5.984997e-02 3.170165e-03 +#> 340 -1.185032e-01 1.435199e-01 -0.0503338342 5.362616e-02 5.498170e-02 +#> 341 -7.642512e-02 9.266012e-02 -0.0457371738 5.600754e-02 4.934467e-02 +#> 342 -8.195431e-02 7.979791e-02 -0.0065115352 -7.393498e-04 1.200046e-02 +#> 343 -7.315471e-02 1.039153e-01 -0.0463225010 5.143732e-02 5.173609e-02 +#> 344 -5.107821e-02 6.402843e-02 -0.0446709281 5.990613e-02 4.271504e-02 +#> 345 -4.663277e-02 6.698494e-02 -0.0088844395 6.433491e-03 1.690084e-02 +#> 346 -7.293581e-02 -4.987858e-02 0.0765066152 -8.829147e-02 -3.719769e-02 +#> 347 8.567636e-03 1.062709e-02 -0.0559249216 -3.871604e-02 -1.453153e-02 +#> 348 -1.927679e-02 -4.526133e-02 -0.0546862665 7.421148e-02 2.767504e-02 +#> 349 -6.889020e-02 1.151271e-01 -0.0441655066 4.510729e-02 5.479301e-02 +#> 350 -1.190134e-01 1.241367e-01 -0.0493408203 6.011153e-02 6.607024e-02 +#> 351 -1.055177e-01 6.395616e-02 0.0243279003 -3.380259e-02 3.816589e-03 +#> 352 -7.948538e-02 9.418746e-02 -0.0194593141 1.507916e-02 2.915370e-02 +#> 353 -2.307358e-02 6.715464e-02 -0.0503544986 5.879830e-02 2.684494e-02 +#> 354 -8.103836e-02 4.640263e-02 -0.0140350347 2.480741e-02 3.191453e-02 +#> 355 -1.517594e-01 -5.745134e-02 0.1099734358 -1.220384e-01 -3.105898e-02 +#> 356 1.301522e-02 1.772811e-02 -0.0111205723 8.823579e-03 3.405941e-03 +#> 357 -5.006801e-02 4.461449e-02 0.0108438751 -2.171979e-02 1.871348e-03 +#> 358 -8.008684e-02 8.113453e-03 0.0385775463 -4.499316e-02 -2.183722e-02 +#> 359 -4.165181e-02 4.402418e-02 -0.0106844540 8.818327e-03 2.852062e-03 +#> 360 -4.976927e-02 1.777527e-02 0.0264444003 -3.671073e-02 -1.806863e-02 +#> 361 -5.922093e-03 -8.098527e-03 0.0766809968 2.635611e-02 -4.601273e-03 +#> 362 -1.468959e-02 3.650863e-02 -0.0198076057 1.958194e-02 6.086102e-03 +#> 363 5.969944e-02 -3.773966e-02 -0.0143424290 2.265859e-02 3.837316e-03 +#> 364 -2.680904e-03 1.663785e-02 -0.0224059203 2.891557e-02 2.089890e-02 +#> 365 1.349322e-02 2.677231e-02 -0.0604830068 -1.182404e-01 -1.526735e-02 +#> 366 1.096613e-01 1.623501e-01 0.1107042009 -4.180784e-02 -3.548673e-02 +#> 367 6.919009e-02 1.031894e-01 0.0768561284 -8.178301e-03 -2.022361e-02 +#> 368 2.655511e-02 4.691865e-02 -0.1171444089 -1.372216e-01 -1.508561e-02 +#> 369 2.981858e-02 3.707937e-02 -0.0791262292 -1.318509e-02 8.812909e-03 +#> 370 3.308260e-02 4.790753e-02 -0.1274613505 -9.204535e-02 -1.676159e-03 +#> 371 2.323820e-02 4.297857e-02 -0.0944752236 -1.372221e-01 -2.084753e-02 +#> 372 6.272096e-02 -1.239728e-01 0.0509210287 -5.217949e-02 -4.460824e-02 +#> 373 9.811083e-03 1.866133e-02 -0.0821595183 -8.713117e-02 -1.419994e-03 +#> 374 7.860468e-02 -7.660374e-02 0.0123483376 -1.164672e-02 -2.278028e-02 +#> 375 3.177104e-02 5.226502e-02 -0.0168026220 -2.945719e-02 -6.032105e-04 +#> 376 1.173292e-01 1.738961e-01 0.1189025626 -3.381657e-02 -3.737974e-02 +#> 377 2.193452e-02 1.701673e-02 0.0066928304 -1.917551e-02 -2.377986e-03 +#> 378 1.370138e-01 -1.067187e-02 -0.0326748705 2.948684e-02 1.262601e-02 +#> 379 1.181621e-01 -2.167048e-03 -0.0221519577 1.246705e-02 3.262515e-03 +#> 380 1.366812e-01 -5.703354e-02 -0.0187009677 1.913390e-02 -5.955708e-03 +#> 381 1.107422e-01 -6.559361e-02 -0.0077384453 9.924311e-03 -1.402019e-02 +#> 382 1.345736e-01 -5.547822e-02 -0.0192446624 1.895579e-02 -1.104420e-02 +#> 383 -1.259679e-02 -8.447111e-02 0.0653985245 -7.226944e-02 -4.494582e-02 +#> 384 9.433743e-02 3.231179e-02 -0.0282455112 1.618273e-02 1.855913e-02 +#> 385 9.079763e-02 4.201426e-03 -0.0266669127 2.160814e-02 3.723126e-03 +#> 386 5.982187e-02 -1.080054e-04 -0.0148234600 8.866326e-03 -3.242663e-04 +#> 387 9.777283e-02 -2.863718e-02 -0.0192952219 1.931047e-02 -5.751898e-03 +#> 388 1.238306e-01 -3.235960e-02 -0.0221049102 1.910745e-02 -6.188480e-03 +#> 389 1.514660e-01 -4.794098e-02 -0.0306418364 3.273724e-02 -2.388957e-03 +#> 390 3.774625e-02 -9.704721e-02 0.0540319332 -6.188102e-02 -4.809225e-02 +#> 391 -2.575497e-02 -4.089859e-02 0.0386555359 8.335214e-02 2.632083e-02 +#> 392 5.198761e-02 -8.165757e-02 0.0345911776 -4.107270e-02 -3.546638e-02 +#> 393 2.578982e-02 4.312056e-02 -0.0936492844 -1.061073e-01 -1.390824e-02 +#> 394 5.039130e-02 4.309036e-02 -0.0238410170 1.441293e-02 1.940406e-02 +#> 395 1.962261e-02 3.422343e-02 -0.0440145672 -1.200774e-01 -2.142150e-02 +#> 396 1.171268e-01 -4.647214e-02 -0.0186539253 2.647844e-02 2.834392e-03 +#> 397 -5.882934e-02 -9.052476e-02 -0.1029068837 -1.953597e-02 1.743370e-02 +#> 398 1.184386e-01 -6.674286e-02 -0.0193019859 2.817767e-02 -4.307028e-03 +#> 399 -8.244952e-02 -1.117746e-01 0.1240043299 -1.405414e-01 -6.174913e-02 +#> 400 -1.453499e-02 -2.739598e-02 -0.0213770686 4.764442e-02 2.377174e-02 +#> 401 -7.748633e-02 -1.176051e-01 0.1274784263 -1.464629e-01 -6.620907e-02 +#> 402 1.065986e-01 1.462026e-02 -0.0357059219 3.123645e-02 1.914391e-02 +#> 403 6.118276e-02 -1.202986e-02 -0.0248870748 2.883552e-02 3.829513e-03 +#> 404 -1.185783e-01 8.981373e-04 0.0630937222 -7.069637e-02 -2.694786e-02 +#> 405 3.942818e-02 -6.696406e-02 0.0178025370 -9.241638e-03 -1.121889e-02 +#> 406 -2.691426e-02 -3.994892e-02 0.1570677140 1.589301e-01 7.361256e-03 +#> 407 -4.455767e-02 -7.261891e-02 0.1240790827 1.971026e-01 3.891055e-02 +#> 408 4.807221e-02 -6.321629e-02 0.0107644361 -7.337061e-03 -1.866911e-02 +#> 409 -3.920411e-02 -6.339136e-02 0.0751994277 1.567802e-01 3.640223e-02 +#> 410 2.244499e-03 3.135211e-03 0.0332260113 -3.640633e-02 -5.167983e-03 +#> 411 -7.553019e-03 -1.305765e-02 0.1355005409 1.061992e-01 -6.431518e-03 +#> 412 7.127340e-02 1.088482e-01 0.1060507518 9.747483e-05 -2.086923e-02 +#> 413 -4.513488e-03 -6.419784e-03 0.1219584830 6.654978e-02 -9.121215e-03 +#> 414 -1.912059e-02 -2.854279e-02 0.1369913713 1.204098e-01 3.187423e-03 +#> 415 1.712105e-01 -7.037650e-02 -0.0253905469 3.282245e-02 8.373820e-04 +#> 416 1.010873e-01 -9.693576e-02 0.0057682109 3.327573e-03 -1.453651e-02 +#> 417 9.777991e-02 -1.032568e-01 0.0178295774 -1.337530e-02 -2.044475e-02 +#> 418 1.498780e-01 -1.178275e-01 0.0061513904 -7.778187e-04 -2.685871e-02 +#> 419 -2.697784e-02 -1.019329e-01 0.0122138532 2.225408e-02 5.452954e-03 +#> 420 -5.759247e-02 -1.095285e-01 -0.0581605011 1.378100e-01 4.570124e-02 +#> 421 1.451524e-02 3.029064e-02 -0.0489966080 -9.128800e-02 -1.824229e-02 +#> 422 -3.273026e-02 -5.263986e-02 -0.0627546922 -2.342651e-02 7.288881e-03 +#> 423 -3.911830e-02 -6.457482e-02 -0.0836592404 -3.030633e-02 8.794516e-03 +#> 424 -1.549772e-01 -2.413520e-01 -0.2601069434 -3.228040e-02 3.747448e-02 +#> 425 -1.752773e-01 -2.734231e-01 -0.2967660284 -3.896451e-02 4.634696e-02 +#> 426 -1.116284e-01 -1.761791e-01 -0.1850180755 -2.274466e-02 2.737516e-02 +#> 427 -3.434623e-02 -5.579343e-02 0.0665086720 1.358705e-01 2.959998e-02 +#> 428 -2.606855e-02 -4.462216e-02 -0.0621000278 -2.887035e-02 6.801074e-03 +#> 429 -2.644992e-02 -6.602239e-02 -0.0821077499 1.484989e-01 4.971465e-02 +#> 430 -6.270511e-03 -7.957665e-03 0.1281010355 8.047677e-02 -1.086453e-02 +#> 431 1.131208e-01 1.677709e-01 0.1177819468 -3.518806e-02 -3.515642e-02 +#> 432 -5.792922e-03 -7.804058e-03 0.1000297520 8.227043e-02 -8.385906e-03 +#> 433 1.537001e-02 3.205600e-02 -0.0689239462 -1.133538e-01 -1.937403e-02 +#> 434 -1.366324e-02 -1.940899e-02 0.0513231044 4.018801e-02 5.842420e-03 +#> 435 -1.278116e-02 -1.791474e-02 0.0041242567 2.485566e-02 7.238280e-03 +#> 436 -4.249816e-02 -5.994209e-02 -0.0767384788 -1.685632e-02 9.423233e-04 +#> 437 8.898217e-03 1.185303e-02 0.0212137501 -3.715105e-02 -7.142695e-03 +#> 438 -1.973064e-02 -5.282297e-02 0.0491287939 -5.130352e-02 -3.036062e-02 +#> 439 1.189952e-02 1.359809e-02 -0.0100627266 7.229113e-03 -6.485261e-03 +#> 440 3.829617e-02 3.437495e-03 0.0018121971 -1.005583e-02 -3.570150e-03 +#> 441 -9.587453e-02 6.540274e-04 0.0587903072 -6.996713e-02 -2.781716e-02 +#> 442 4.276064e-03 -8.543250e-03 0.0113413066 -1.487684e-02 -1.594277e-02sigmas(dm)dataset(dm)#> ExpressionSet (storageMode: lockedEnvironment) #> assayData: 48 features, 428 samples #> element names: exprs #> protocolData: none @@ -1895,60 +1898,114 @@Examp #> varMetadata: labelDescription #> featureData: none #> experimentData: use 'experimentData(object)' -#> Annotation:
optimal_sigma(dm)#> [1] 7.685848 7.632216 9.185215 6.764384 6.352547 6.404075 6.645109 6.721730 -#> [9] 6.967524 8.772522 8.786886 7.838795 6.940135 6.490542 6.140455 6.823745 -#> [17] 6.956145 6.524435 8.111434 7.613770 7.351470 6.676517 5.941693 6.634249 -#> [25] 6.724877 6.356449 6.887193 6.944962 6.918849 6.846794 6.014868 6.134041 -#> [33] 6.212662 6.968214 6.977421 6.631490 7.651747 6.572137 7.696080 6.261446 -#> [41] 5.881685 6.986581 7.188922 6.811307 6.387796 8.846112 6.209392 7.283233 -#> [49] 5.993826 6.398721 7.177526 7.022621 5.975012 7.206193 7.999647 6.771811 -#> [57] 6.423648 5.859845 6.388284 6.689337 6.573104 6.300982 6.712104 6.987041 -#> [65] 6.758566 6.926897 6.812584 6.336483 6.401443 6.552571 6.812078 7.550787 -#> [73] 8.108087 7.133324 6.501334 6.008686 5.744132 5.670626 6.375436 6.964394 -#> [81] 7.131363 6.930004 7.278772 6.078719 6.333353 6.298195 6.380512 6.740028 -#> [89] 7.092838 7.194756 7.297217 7.575983 7.163773 6.478370 6.840728 6.133314 -#> [97] 6.808609 6.660098 7.864322 8.399680 7.011158 6.848319 5.950515 6.136778 -#> [105] 6.256586 6.460277 8.474002 7.557822 6.844080 7.929737 6.023439 5.854024 -#> [113] 6.180494 6.518520 6.366571 7.471414 7.179628 7.647070 6.427835 6.070633 -#> [121] 5.617151 5.557500 6.091965 5.621854 6.399617 6.746475 6.602730 6.924122 -#> [129] 6.732741 6.269663 5.996091 5.899365 5.474708 6.850927 8.565656 7.275865 -#> [137] 6.894929 6.050267 5.250296 5.751623 6.283105 5.279837 6.342585 8.258114 -#> [145] 6.365565 6.370466 5.819678 5.376185 5.777553 6.162762 5.945598 8.107113 -#> [153] 8.373960 6.853282 7.150454 5.319702 6.068586 5.909778 6.662432 7.056858 -#> [161] 6.716886 9.149076 5.443414 6.219668 6.426449 6.679871 4.588138 6.535189 -#> [169] 6.494083 8.192908 6.811131 6.067408 7.943227 5.060650 5.795354 6.832406 -#> [177] 7.343372 6.023335 7.370439 8.157076 7.598008 7.198696 5.230925 5.609228 -#> [185] 7.527970 7.887117 6.560523 9.179855 8.044009 7.969534 5.969028 6.413595 -#> [193] 5.272160 6.629818 6.555529 8.361965 8.439759 7.055722 6.912878 5.930335 -#> [201] 5.260759 5.187016 6.636705 7.370891 6.840706 7.495169 5.685362 7.955250 -#> [209] 6.928837 7.210906 6.200473 5.750613 6.620753 6.450873 8.819050 7.328695 -#> [217] 7.381808 7.390857 6.191978 6.659727 5.707652 5.525526 6.786271 8.274123 -#> [225] 7.854012 8.362842 6.353473 6.355651 6.915296 7.088318 8.007973 7.238467 -#> [233] 8.522992 6.508993 6.071193 7.052055 5.820808 7.176842 6.197934 6.543517 -#> [241] 6.460615 9.119950 7.449764 7.899170 6.001891 5.411453 6.452054 6.439295 -#> [249] 5.312381 6.823068 6.795718 8.359928 8.820966 4.764296 6.704260 6.190468 -#> [257] 6.196069 5.458365 7.830246 7.091717 5.973386 7.578504 7.504028 4.609175 -#> [265] 5.311209 5.120379 7.077597 7.065429 7.056959 7.209911 6.098771 5.729324 -#> [273] 6.162460 6.588527 6.502195 6.123576 5.526129 7.554975 6.254965 6.601469 -#> [281] 4.973661 5.957303 4.971252 5.490467 5.167264 6.010445 5.920990 5.159761 -#> [289] 5.842475 6.775976 6.039294 5.071619 5.336684 6.676499 7.006217 6.584199 -#> [297] 5.457312 6.026152 5.729059 5.157930 5.289059 5.963579 6.574410 6.660290 -#> [305] 6.830346 5.408665 5.723905 4.701928 6.282839 6.617573 8.270831 6.223833 -#> [313] 7.031597 6.368272 6.173603 5.422410 4.562908 4.749704 5.429947 5.405779 -#> [321] 6.232938 7.548827 5.826168 7.683147 7.149904 4.426557 4.997496 4.796369 -#> [329] 4.619260 5.635999 7.239186 6.001082 8.117606 8.288338 5.008982 5.441419 -#> [337] 5.662189 5.082562 4.870517 6.089840 6.129420 8.238566 6.184865 4.820334 -#> [345] 4.884640 4.921994 5.480349 5.166471 5.861011 5.529590 6.959901 6.087347 -#> [353] 5.047429 6.840515 7.527811 6.989263 6.282340 5.783374 7.363962 6.399419 -#> [361] 7.177373 5.626368 5.652416 5.579597 4.957490 5.581895 9.200650 5.734118 -#> [369] 5.980303 4.806136 4.490328 5.104448 5.244375 5.141654 5.929585 6.637348 -#> [377] 6.726434 6.289186 7.011153 4.926657 6.155024 5.880717 7.314021 5.697104 -#> [385] 6.606929 7.307506 6.139842 4.810129 7.405489 5.307667 5.782006 6.220596 -#> [393] 7.770102 5.839619 6.633313 5.928676 5.473607 5.038564 5.765061 5.965080 -#> [401] 6.623704 5.747548 6.595748 6.680873 6.799020 7.895960 5.899331 5.781612 -#> [409] 5.950160 7.522708 8.314403 9.227957 7.995973 6.973356 7.776750 5.120518 -#> [417] 5.218063 5.692791 6.405844 7.206202 7.763047 8.579100 6.888727 4.991860 -#> [425] 4.835203 5.468220 5.516393 5.059883+#> Annotation:optimal_sigma(dm)#> 10 11 12 13 14 15 16 17 +#> 7.685848 7.632216 9.185215 6.764384 6.352547 6.404075 6.645109 6.721730 +#> 18 19 20 21 22 23 24 25 +#> 6.967524 8.772522 8.786886 7.838795 6.940135 6.490542 6.140455 6.823745 +#> 26 27 28 29 30 31 32 33 +#> 6.956145 6.524435 8.111434 7.613770 7.351470 6.676517 5.941693 6.634249 +#> 34 35 36 37 38 39 40 41 +#> 6.724877 6.356449 6.887193 6.944962 6.918849 6.846794 6.014868 6.134041 +#> 42 43 44 45 46 47 48 49 +#> 6.212662 6.968214 6.977421 6.631490 7.651747 6.572137 7.696080 6.261446 +#> 50 51 52 53 54 55 56 57 +#> 5.881685 6.986581 7.188922 6.811307 6.387796 8.846112 6.209392 7.283233 +#> 58 59 60 61 62 63 64 65 +#> 5.993826 6.398721 7.177526 7.022621 5.975012 7.206193 7.999647 6.771811 +#> 66 67 68 69 70 71 72 74 +#> 6.423648 5.859845 6.388284 6.689337 6.573104 6.300982 6.712104 6.987041 +#> 75 76 77 78 79 80 81 82 +#> 6.758566 6.926897 6.812584 6.336483 6.401443 6.552571 6.812078 7.550787 +#> 83 84 85 86 87 88 89 90 +#> 8.108087 7.133324 6.501334 6.008686 5.744132 5.670626 6.375436 6.964394 +#> 91 92 93 94 95 96 97 98 +#> 7.131363 6.930004 7.278772 6.078719 6.333353 6.298195 6.380512 6.740028 +#> 99 100 101 102 103 104 105 106 +#> 7.092838 7.194756 7.297217 7.575983 7.163773 6.478370 6.840728 6.133314 +#> 107 108 109 110 111 112 113 114 +#> 6.808609 6.660098 7.864322 8.399680 7.011158 6.848319 5.950515 6.136778 +#> 115 116 117 118 119 120 121 122 +#> 6.256586 6.460277 8.474002 7.557822 6.844080 7.929737 6.023439 5.854024 +#> 123 124 125 126 127 128 129 130 +#> 6.180494 6.518520 6.366571 7.471414 7.179628 7.647070 6.427835 6.070633 +#> 131 132 133 134 135 136 137 138 +#> 5.617151 5.557500 6.091965 5.621854 6.399617 6.746475 6.602730 6.924122 +#> 139 140 141 142 143 144 145 146 +#> 6.732741 6.269663 5.996091 5.899365 5.474708 6.850927 8.565656 7.275865 +#> 147 148 149 150 151 152 153 154 +#> 6.894929 6.050267 5.250296 5.751623 6.283105 5.279837 6.342585 8.258114 +#> 155 156 157 158 159 160 161 162 +#> 6.365565 6.370466 5.819678 5.376185 5.777553 6.162762 5.945598 8.107113 +#> 163 164 165 166 167 168 169 170 +#> 8.373960 6.853282 7.150454 5.319702 6.068586 5.909778 6.662432 7.056858 +#> 171 172 173 174 175 176 177 178 +#> 6.716886 9.149076 5.443414 6.219668 6.426449 6.679871 4.588138 6.535189 +#> 179 180 181 182 183 184 185 186 +#> 6.494083 8.192908 6.811131 6.067408 7.943227 5.060650 5.795354 6.832406 +#> 187 188 189 190 191 192 193 194 +#> 7.343372 6.023335 7.370439 8.157076 7.598008 7.198696 5.230925 5.609228 +#> 195 196 197 198 199 200 201 202 +#> 7.527970 7.887117 6.560523 9.179855 8.044009 7.969534 5.969028 6.413595 +#> 203 204 205 206 207 208 209 210 +#> 5.272160 6.629818 6.555529 8.361965 8.439759 7.055722 6.912878 5.930335 +#> 211 212 213 214 215 216 217 218 +#> 5.260759 5.187016 6.636705 7.370891 6.840706 7.495169 5.685362 7.955250 +#> 219 220 221 222 223 224 225 226 +#> 6.928837 7.210906 6.200473 5.750613 6.620753 6.450873 8.819050 7.328695 +#> 227 228 229 230 231 232 233 234 +#> 7.381808 7.390857 6.191978 6.659727 5.707652 5.525526 6.786271 8.274123 +#> 235 236 237 238 239 240 241 242 +#> 7.854012 8.362842 6.353473 6.355651 6.915296 7.088318 8.007973 7.238467 +#> 243 244 245 246 247 248 249 250 +#> 8.522992 6.508993 6.071193 7.052055 5.820808 7.176842 6.197934 6.543517 +#> 251 252 253 254 255 256 257 258 +#> 6.460615 9.119950 7.449764 7.899170 6.001891 5.411453 6.452054 6.439295 +#> 259 260 261 262 263 264 265 267 +#> 5.312381 6.823068 6.795718 8.359928 8.820966 4.764296 6.704260 6.190468 +#> 268 270 271 272 273 274 275 277 +#> 6.196069 5.458365 7.830246 7.091717 5.973386 7.578504 7.504028 4.609175 +#> 278 279 281 282 283 284 285 286 +#> 5.311209 5.120379 7.077597 7.065429 7.056959 7.209911 6.098771 5.729324 +#> 287 288 289 290 291 292 293 294 +#> 6.162460 6.588527 6.502195 6.123576 5.526129 7.554975 6.254965 6.601469 +#> 295 296 297 298 299 300 301 302 +#> 4.973661 5.957303 4.971252 5.490467 5.167264 6.010445 5.920990 5.159761 +#> 303 304 305 306 307 308 309 310 +#> 5.842475 6.775976 6.039294 5.071619 5.336684 6.676499 7.006217 6.584199 +#> 311 312 313 314 315 316 317 318 +#> 5.457312 6.026152 5.729059 5.157930 5.289059 5.963579 6.574410 6.660290 +#> 319 320 321 322 323 324 325 326 +#> 6.830346 5.408665 5.723905 4.701928 6.282839 6.617573 8.270831 6.223833 +#> 327 328 329 330 331 332 333 334 +#> 7.031597 6.368272 6.173603 5.422410 4.562908 4.749704 5.429947 5.405779 +#> 335 336 337 338 339 340 341 342 +#> 6.232938 7.548827 5.826168 7.683147 7.149904 4.426557 4.997496 4.796369 +#> 343 344 345 346 347 348 349 350 +#> 4.619260 5.635999 7.239186 6.001082 8.117606 8.288338 5.008982 5.441419 +#> 351 352 353 354 355 356 357 358 +#> 5.662189 5.082562 4.870517 6.089840 6.129420 8.238566 6.184865 4.820334 +#> 359 360 361 362 363 364 365 366 +#> 4.884640 4.921994 5.480349 5.166471 5.861011 5.529590 6.959901 6.087347 +#> 367 368 369 370 371 372 373 374 +#> 5.047429 6.840515 7.527811 6.989263 6.282340 5.783374 7.363962 6.399419 +#> 375 376 377 378 379 380 381 382 +#> 7.177373 5.626368 5.652416 5.579597 4.957490 5.581895 9.200650 5.734118 +#> 383 384 385 386 387 388 389 390 +#> 5.980303 4.806136 4.490328 5.104448 5.244375 5.141654 5.929585 6.637348 +#> 391 392 393 394 395 396 397 398 +#> 6.726434 6.289186 7.011153 4.926657 6.155024 5.880717 7.314021 5.697104 +#> 399 400 401 402 403 404 405 406 +#> 6.606929 7.307506 6.139842 4.810129 7.405489 5.307667 5.782006 6.220596 +#> 407 408 409 410 411 412 413 414 +#> 7.770102 5.839619 6.633313 5.928676 5.473607 5.038564 5.765061 5.965080 +#> 415 416 417 418 419 420 421 422 +#> 6.623704 5.747548 6.595748 6.680873 6.799020 7.895960 5.899331 5.781612 +#> 423 424 425 426 427 428 429 430 +#> 5.950160 7.522708 8.314403 9.227957 7.995973 6.973356 7.776750 5.120518 +#> 431 432 433 434 435 436 437 438 +#> 5.218063 5.692791 6.405844 7.206202 7.763047 8.579100 6.888727 4.991860 +#> 439 440 441 442 +#> 4.835203 5.468220 5.516393 5.059883
DiffusionMap-methods to get and set the slots. find_sigmas to pre-calculate a fitting global sigma parameter
DiffusionMap-methods to get and set the slots. find_sigmas to pre-calculate a fitting global sigma parameter
@@ -131,22 +131,26 @@#> DiffusionMap (20 Diffusion components and 428 observations) -#> eigenvalues: num [1:20] 0.953 0.837 0.77 0.753 0.679 ... +#> eigenvalues: Named num [1:20] 0.953 0.837 0.77 0.753 0.679 ... +#> - attr(*, "names")= chr [1:20] "DC1" "DC2" "DC3" "DC4" ... #> eigenvectors: num [1:428, 1:20] 0.0506 0.0503 0.0427 0.0468 0.0497 ... #> ..colnames: chr [1:20] "DC1" "DC2" "DC3" "DC4" ... -#> optimal_sigma: num [1:428] 7.69 7.63 9.19 6.76 6.35 ... -#> distance: chr "euclidean"#> finding knns......done. Time: 0.29s -#> Calculating transition probabilities... | | | 0% | |======================================================================| 100%...done. Time: 0.10s +#> optimal_sigma: Named num [1:428] 7.69 7.63 9.19 6.76 6.35 ... +#> - attr(*, "names")= chr [1:428] "10" "11" "12" "13" ... +#> distance: chr "euclidean"#> finding knns......done. Time: 0.46s +#> Calculating transition probabilities... | | | 0% | |======================================================================| 100%...done. Time: 0.11s #> #> performing eigen decomposition......done. Time: 0.05s#> DiffusionMap (20 Diffusion components and 428 observations) -#> eigenvalues: num [1:20] 0.586 0.303 0.261 0.201 0.191 ... +#> eigenvalues: Named num [1:20] 0.586 0.303 0.261 0.201 0.191 ... +#> - attr(*, "names")= chr [1:20] "DC1" "DC2" "DC3" "DC4" ... #> eigenvectors: num [1:428, 1:20] -0.0491 -0.0512 -0.0422 -0.0403 -0.0462 ... #> ..colnames: chr [1:20] "DC1" "DC2" "DC3" "DC4" ... #> optimal_sigma: num 13 #> distance: chr "euclidean"covars <- data.frame(covar1 = letters[1:100]) dists <- dist(matrix(rnorm(100*10), 100)) -DiffusionMap(covars, distance = dists)#> DiffusionMap (20 Diffusion components and 100 observations) -#> eigenvalues: num [1:20] 0.503 0.426 0.395 0.39 0.373 ... -#> eigenvectors: num [1:100, 1:20] -0.0571 0.0023 -0.2251 0.051 0.1052 ... -#> ..colnames: chr [1:20] "DC1" "DC2" "DC3" "DC4" ... -#> optimal_sigma: num [1:100] 1.57 1.62 1.52 1.69 1.23 ... -#> distance: chr "custom"+DiffusionMap(covars, distance = dists)#> Error in `dimnames<-.dist`(`*tmp*`, value = dn): dimension of 'x' and length of 'value' do not conform
DiffusionMap accessors, extractions, coercions for more methods
DiffusionMap accessors, extractions, coercions for more methods
diff --git a/docs/reference/ExpressionSet-helpers.html b/docs/reference/ExpressionSet-helpers.html index 2b04fcf..116aa08 100644 --- a/docs/reference/ExpressionSet-helpers.html +++ b/docs/reference/ExpressionSet-helpers.html @@ -6,7 +6,7 @@ -#> DiffusionMap (20 Diffusion components and 428 observations) -#> eigenvalues: num [1:20] 0.953 0.837 0.77 0.753 0.679 ... -#> eigenvectors: num [1:428, 1:20] 0.0506 0.0503 0.0427 0.0468 0.0497 ... +#> eigenvalues: Named num [1:20] 0.953 0.837 0.77 0.753 0.679 ... +#> - attr(*, "names")= chr [1:20] "DC1" "DC2" "DC3" "DC4" ... +#> eigenvectors: num [1:428, 1:20] -0.0506 -0.0503 -0.0427 -0.0468 -0.0497 ... #> ..colnames: chr [1:20] "DC1" "DC2" "DC3" "DC4" ... -#> optimal_sigma: num [1:428] 7.69 7.63 9.19 6.76 6.35 ... +#> optimal_sigma: Named num [1:428] 7.69 7.63 9.19 6.76 6.35 ... +#> - attr(*, "names")= chr [1:428] "10" "11" "12" "13" ... #> distance: chr "euclidean"show(dm)#> DiffusionMap (20 Diffusion components and 428 observations) -#> eigenvalues: num [1:20] 0.953 0.837 0.77 0.753 0.679 ... -#> eigenvectors: num [1:428, 1:20] 0.0506 0.0503 0.0427 0.0468 0.0497 ... +#> eigenvalues: Named num [1:20] 0.953 0.837 0.77 0.753 0.679 ... +#> - attr(*, "names")= chr [1:20] "DC1" "DC2" "DC3" "DC4" ... +#> eigenvectors: num [1:428, 1:20] -0.0506 -0.0503 -0.0427 -0.0468 -0.0497 ... #> ..colnames: chr [1:20] "DC1" "DC2" "DC3" "DC4" ... -#> optimal_sigma: num [1:428] 7.69 7.63 9.19 6.76 6.35 ... +#> optimal_sigma: Named num [1:428] 7.69 7.63 9.19 6.76 6.35 ... +#> - attr(*, "names")= chr [1:428] "10" "11" "12" "13" ... #> distance: chr "euclidean"
GeneRelevance object
GeneRelevance object
gene_relevance, Gene Relevance plotting
R/gene-relevance-plotting.r
+ Source: R/gene-relevance-plotting-differential-map.r, R/gene-relevance-plotting-gr-map.r, R/gene-relevance-plotting.r
Gene-Relevance-plotting.Rdplot(gene_relevance, 'Gene') plots the differential map of this/these gene(s),
plot(gene_relevance) a relevance map of a selection of genes.
-Alternatively, you can use plot_differential_map or plot_gene_relevance on a GeneRelevance or DiffusionMap object, or with two matrices.
plot_differential_map or plot_gene_relevance on a GeneRelevance or DiffusionMap object, or with two matrices.
# S4 method for GeneRelevance,character -plot(x, y, ...) - -# S4 method for GeneRelevance,numeric -plot(x, y, ...) - -# S4 method for GeneRelevance,missing -plot(x, y, ...) - -plot_differential_map(coords, exprs, ..., gene, dims = 1:2, - pal = cube_helix, faceter = facet_wrap(~Gene)) +plot_differential_map(coords, exprs, ..., gene, dims = 1:2, + pal = hcl.colors, faceter = facet_wrap(~Gene)) # S4 method for matrix,matrix plot_differential_map(coords, exprs, ..., gene, - dims = 1:2, pal = cube_helix, faceter = facet_wrap(~Gene)) + dims = 1:2, pal = hcl.colors, faceter = facet_wrap(~Gene)) # S4 method for DiffusionMap,missing plot_differential_map(coords, exprs, ..., - gene, dims = 1:2, pal = cube_helix, faceter = facet_wrap(~Gene)) + gene, dims = 1:2, pal = hcl.colors, faceter = facet_wrap(~Gene)) # S4 method for GeneRelevance,missing plot_differential_map(coords, exprs, ..., - gene, dims = 1:2, pal = cube_helix, faceter = facet_wrap(~Gene)) + gene, dims = 1:2, pal = hcl.colors, faceter = facet_wrap(~Gene)) -plot_gene_relevance(coords, exprs, ..., iter_smooth = 2L, genes = 5L, - dims = 1:2, pal = palette()) +plot_gene_relevance(coords, exprs, ..., iter_smooth = 2L, n_top = 10L, + genes = 5L, dims = 1:2, pal = palette()) # S4 method for matrix,matrix plot_gene_relevance(coords, exprs, ..., - iter_smooth = 2L, genes = 5L, dims = 1:2, pal = palette()) + iter_smooth = 2L, n_top = 10L, genes = 5L, dims = 1:2, + pal = palette()) # S4 method for DiffusionMap,missing plot_gene_relevance(coords, exprs, ..., - iter_smooth = 2L, genes = 5L, dims = 1:2, pal = palette()) + iter_smooth = 2L, n_top = 10L, genes = 5L, dims = 1:2, + pal = palette()) # S4 method for GeneRelevance,missing plot_gene_relevance(coords, exprs, ..., - iter_smooth = 2L, genes = 5L, dims = 1:2, pal = palette())+ iter_smooth = 2L, n_top = 10L, genes = 5L, dims = 1:2, + pal = palette()) + +# S4 method for GeneRelevance,character +plot(x, y, ...) + +# S4 method for GeneRelevance,numeric +plot(x, y, ...) + +# S4 method for GeneRelevance,missing +plot(x, y, ...)
| x | -
|
+ coords | +A |
|---|---|---|---|
| y, gene | -Gene name(s) or index/indices to create differential map for. (integer or character) |
+ exprs | +An cells \(\times\) genes |
| ... | Passed to |
||
| coords | -A |
- ||
| exprs | -An cells \(\times\) genes |
- ||
| dims | -Names or indices of dimensions to plot. When not plotting a |
+ Names or indices of dimensions to plot. When not plotting a |
|
| pal | @@ -186,18 +181,30 @@|||
| faceter | -A ggplot faceter like |
+ A ggplot faceter like |
|
| iter_smooth | Number of label smoothing iterations to perform on relevance map. The higher the more homogenous and the less local structure. |
||
| n_top | +Number the top n genes per cell count towards the score defining which genes to return and plot in the relevance map. |
+ ||
| genes | Genes to based relevance map on or number of genes to use. (vector of strings or one number) You can also pass an index into the gene names. (vector of numbers or logicals with length > 1) |
||
| x | +
|
+ ||
| y, gene | +Gene name(s) or index/indices to create differential map for. (integer or character) |
+
@@ -184,7 +184,7 @@data(guo_norm) dm <- DiffusionMap(guo_norm) gr <- gene_relevance(dm) -plot(gr) # or plot_gene_relevance(dm)#> Warning: Removed 227 rows containing missing values (geom_point).guo_norm_mat <- t(Biobase::exprs(guo_norm)) pca <- prcomp(guo_norm_mat)$x -plot_gene_relevance(pca, guo_norm_mat, dims = 2:3)#> Error in FUN(X[[i]], ...): Objekt 'DC1' nicht gefunden+plot_gene_relevance(pca, guo_norm_mat, dims = 2:3)#> Warning: Removed 134 rows containing missing values (geom_point).
Gene Relevance methods, Gene Relevance plotting: plot_differential_map/plot_gene_relevance
Gene Relevance methods, Gene Relevance plotting: plot_differential_map/plot_gene_relevance
fortify is a ggplot2 generic allowing a diffusion map to be used as data parameter in ggplot or qplot.
fortify is a ggplot2 generic allowing a diffusion map to be used as data parameter in ggplot or qplot.
DiffusionMap accessors, extractions, DiffusionMap methods for more methods
DiffusionMap accessors, extractions, DiffusionMap methods for more methods
Creates a perceptually monotonously decreasing (or increasing) lightness color palette with different tones.
+Creates a perceptually monotonously decreasing (or increasing) lightness color palette with different tones.
+This was necessary in pre-viridis times, by now you can probably just use hcl.colors
parameters passed to discrete_scale or continuous_scale
parameters passed to discrete_scale or continuous_scale
Type of scale guide to use. See guides
Type of scale guide to use. See guides
| M | -A matrix (e.g. from the Matrix package) |
+ A matrix (e.g. from the Matrix package) or
+a function (see |
|---|---|---|
| n_eigs | -Number of eigenvectors to return |
+ Number of eigenvectors to return. |
| sym | -TRUE if M is symmetric |
+ defunct and ignored. |
+
| ... | +Passed to |
n eigenvectors of the transition matrix
+see eigs.
#> $values -#> [1] 2 0 -#> -#> $vectors -#> [,1] [,2] -#> [1,] 1 -1 -#> [2,] -1 -1 -#> -#> $options -#> $options$bmat -#> [1] "I" -#> -#> $options$n -#> [1] 2 -#> -#> $options$which -#> [1] "LA" -#> -#> $options$nev -#> [1] 3 -#> -#> $options$tol -#> [1] 0 -#> -#> $options$ncv -#> [1] 2 -#> -#> $options$ldv -#> [1] 0 -#> -#> $options$ishift -#> [1] 1 -#> -#> $options$maxiter -#> [1] 1000 -#> -#> $options$nb -#> [1] 1 -#> -#> $options$mode -#> [1] 1 -#> -#> $options$start -#> [1] 0 -#> -#> $options$sigma -#> [1] 0 -#> -#> $options$sigmai -#> [1] 0 -#> -#> $options$info -#> [1] 0 -#> -#> $options$iter -#> [1] 1000 -#> -#> $options$nconv -#> [1] 0 -#> -#> $options$numop -#> [1] 0 -#> -#> $options$numopb -#> [1] 0 -#> -#> $options$numreo -#> [1] 0 -#> -#>+@@ -155,98 +155,156 @@#> Error in eigs_real_sym(A, nrow(A), k, which, sigma, opts, mattype = "sym_matrix", extra_args = list(use_lower = TRUE)): dimension of 'A' must be at least 3Value
See also
-+Extract,
namesfor the generics. DiffusionMap accessors, DiffusionMap methods, coercions for more methodsExtract,
namesfor the generics. DiffusionMap accessors, DiffusionMap methods, coercions for more methodsExamples
#> [1] 0.050599180 0.050308628 0.042713978 0.046807417 0.049715209 -#> [6] 0.048400715 0.042794319 0.049326107 0.051274456 0.046960905 -#> [11] 0.047207376 0.049309236 0.048646571 0.050355256 0.050906675 -#> [16] 0.044202454 0.048328323 0.051601460 0.049368552 0.040047039 -#> [21] 0.040232348 0.037844182 0.040955466 0.042788661 0.039669942 -#> [26] 0.039894296 0.039830137 0.039561181 0.039909813 0.039868809 -#> [31] 0.037581091 0.038907847 0.040463287 0.035690189 0.037576199 -#> [36] 0.040815359 0.037994255 0.037805560 0.041339504 0.039813597 -#> [41] 0.038513457 0.039024878 0.029427772 0.030676396 0.032689042 -#> [46] 0.033585219 0.034516885 0.029910563 0.028258455 0.031462904 -#> [51] 0.031964117 0.031589127 0.030518188 0.031276915 0.032069408 -#> [56] 0.035921774 0.034645908 0.036547290 0.035734692 0.033103654 -#> [61] 0.035212047 0.035088970 0.032808082 0.031039585 0.034565939 -#> [66] 0.033010685 0.025877333 0.037562655 0.033538823 0.034571299 -#> [71] 0.033199550 0.033766867 0.029939475 0.034270426 0.031689056 -#> [76] 0.035961786 0.033173410 0.033487202 0.035251871 0.035811212 -#> [81] 0.035013881 0.032924413 0.032700341 0.034170579 0.035094766 -#> [86] 0.020783010 0.029274864 0.022228471 0.013951941 0.021346627 -#> [91] 0.013383619 0.013271922 0.012378082 0.022047943 0.025999825 -#> [96] 0.009650161 0.018003574 0.022559760 0.016824467 0.030923340 -#> [101] 0.016242399 -0.004050374 0.009477270 0.020355765 0.015760410 -#> [106] 0.023491745 0.020526968 0.029756536 0.024154631 0.018462632 -#> [111] 0.027761951 0.028102383 0.019302251 0.024009325 0.021226730 -#> [116] 0.027173812 0.023567814 0.017164880 0.020036246 0.017789847 -#> [121] 0.024441629 0.025744632 0.023093016 0.021762549 0.014414671 -#> [126] 0.025274578 0.020395282 0.023455554 0.011771350 0.020767499 -#> [131] 0.023171035 0.023712503 0.027766009 0.028477730 0.026895293 -#> [136] 0.023433548 0.027908985 0.024899257 0.025465358 0.021495527 -#> [141] 0.025796085 0.023909434 0.023941512 0.024188943 0.026800286 -#> [146] 0.023664947 0.024962072 0.027190267 0.024831547 0.025921935 -#> [151] 0.023872284 0.006859106 0.023713551 0.031410383 0.025213636 -#> [156] 0.019339227 0.024225904 0.025614210 0.021615299 0.031582620 -#> [161] -0.069476193 0.037218558 -0.073284522 -0.072851265 0.040620402 -#> [166] 0.040719247 -0.065723808 0.039476971 0.040049437 0.040540926 -#> [171] -0.068066466 -0.068876155 0.037469394 -0.066921313 0.039742320 -#> [176] 0.036252788 0.042775267 0.040405081 0.038338314 0.039347390 -#> [181] 0.037970462 -0.066505906 -0.052288328 -0.057169263 0.033223039 -#> [186] 0.035067844 -0.043334929 -0.009603867 0.036470599 -0.050481059 -#> [191] -0.071152493 0.037164133 -0.059443404 0.034896789 0.038046880 -#> [196] 0.036739525 0.034407949 -0.068941815 -0.060667790 -0.068401424 -#> [201] -0.059643490 -0.062793771 0.037947175 0.035776751 0.038597263 -#> [206] -0.060051552 -0.068697101 0.037255375 0.042026118 0.038048436 -#> [211] 0.039085163 -0.049428532 -0.068384861 -0.060562170 0.034694749 -#> [216] -0.065474045 -0.060731458 0.030881962 0.039703307 0.042211621 -#> [221] -0.046961257 -0.068450110 -0.067572443 0.035803488 0.036883343 -#> [226] 0.036661443 -0.068730147 0.037785704 -0.056713689 -0.036570565 -#> [231] 0.031216520 -0.061622104 0.027842321 -0.067867887 -0.065112615 -#> [236] 0.038511715 -0.059779180 0.035350105 -0.044014237 0.039946093 -#> [241] -0.063857669 -0.039661375 -0.057683506 -0.064223074 -0.059836314 -#> [246] -0.058760564 0.037680175 -0.039661707 -0.062554132 -0.056932435 -#> [251] -0.067623037 0.035534672 -0.059939070 -0.062840199 0.033301263 -#> [256] -0.051646616 -0.028325104 -0.068022127 0.034404134 -0.069722609 -#> [261] -0.068739588 0.036723355 0.034854542 -0.062484384 -0.056744108 -#> [266] -0.060172856 0.003359837 0.035811299 -0.066330023 0.043430962 -#> [271] -0.072476583 0.044312310 0.040392912 0.042710589 0.042132470 -#> [276] 0.044430500 -0.071075826 0.042250044 -0.069058026 0.042408101 -#> [281] -0.062639594 0.042724608 -0.064192904 -0.058998904 -0.068890944 -#> [286] -0.068583243 -0.071194634 -0.070908725 -0.068794867 0.039489474 -#> [291] 0.042488806 0.045452139 -0.063075218 -0.055357089 0.043824300 -#> [296] -0.071387627 -0.071323125 -0.070555480 -0.058051599 -0.069173486 -#> [301] -0.067579832 -0.064814918 -0.052910295 -0.072080666 -0.071950204 -#> [306] -0.071616403 -0.071228608 -0.066313892 0.043647901 0.039475449 -#> [311] 0.020645196 0.043592119 -0.061546285 -0.067496592 -0.072339230 -#> [316] -0.068642230 -0.069333110 -0.070457284 -0.067124773 -0.064515812 -#> [321] -0.066538695 0.040692800 -0.068560122 0.041838230 0.034840527 -#> [326] -0.069959892 -0.071257825 -0.067796786 -0.070430975 -0.068906218 -#> [331] -0.066693314 -0.072757752 0.036902354 0.027039399 -0.070230346 -#> [336] -0.070691041 -0.066211418 -0.068015770 -0.067967945 -0.070523044 -#> [341] -0.072839678 -0.058298828 -0.064632010 -0.063788199 -0.066908744 -#> [346] -0.066222604 0.045088691 -0.067059791 -0.071629143 -0.071461336 -#> [351] 0.043571283 0.046466112 0.047052955 0.041808235 0.039723224 -#> [356] 0.039477662 0.044231974 -0.072612401 0.042884293 -0.070505913 -#> [361] 0.040377423 0.047365795 -0.065802912 -0.068360682 -0.069192971 -#> [366] -0.069078809 -0.060554366 -0.066035445 -0.072307966 -0.070236574 -#> [371] -0.070507345 -0.068690118 -0.066840318 -0.066943003 -0.066497682 -#> [376] -0.068935001 0.045796593 -0.070090652 0.040737153 -0.070634827 -#> [381] 0.044411659 -0.065039007 0.044227335 -0.070626882 -0.072200891 -#> [386] 0.043679038 -0.073524670 -0.070282625 -0.060613863 -0.061929508 -#> [391] -0.058093238 0.044631804 0.043645186 -0.069678924 0.046029854 -#> [396] 0.043987114 0.044685066 0.047145101 0.044837620 0.044606008 -#> [401] -0.061823041 -0.071851081 -0.071561253 -0.069355341 -0.033800118 -#> [406] 0.003025556 0.045191964 0.047473934 0.047675181 0.045877773 -#> [411] 0.044962649 0.040028280 0.043789769 0.043291572 0.028072342 -#> [416] 0.045800379 0.048257623 0.043588728 0.044329643 0.043955483 -#> [421] 0.044587684 0.041524132 0.040406389 -0.060001575 -0.066290992 -#> [426] -0.065863174 -0.062216956 -0.065394597dm$Actb # A gene expression vector#> 10 11 12 13 14 15 16 17 18 19 +dm$DC1 # A diffusion component#> 10 11 12 13 14 15 +#> -0.050599180 -0.050308628 -0.042713978 -0.046807417 -0.049715209 -0.048400715 +#> 16 17 18 19 20 21 +#> -0.042794319 -0.049326107 -0.051274456 -0.046960905 -0.047207376 -0.049309236 +#> 22 23 24 25 26 27 +#> -0.048646571 -0.050355256 -0.050906675 -0.044202454 -0.048328323 -0.051601460 +#> 28 29 30 31 32 33 +#> -0.049368552 -0.040047039 -0.040232348 -0.037844182 -0.040955466 -0.042788661 +#> 34 35 36 37 38 39 +#> -0.039669942 -0.039894296 -0.039830137 -0.039561181 -0.039909813 -0.039868809 +#> 40 41 42 43 44 45 +#> -0.037581091 -0.038907847 -0.040463287 -0.035690189 -0.037576199 -0.040815359 +#> 46 47 48 49 50 51 +#> -0.037994255 -0.037805560 -0.041339504 -0.039813597 -0.038513457 -0.039024878 +#> 52 53 54 55 56 57 +#> -0.029427772 -0.030676396 -0.032689042 -0.033585219 -0.034516885 -0.029910563 +#> 58 59 60 61 62 63 +#> -0.028258455 -0.031462904 -0.031964117 -0.031589127 -0.030518188 -0.031276915 +#> 64 65 66 67 68 69 +#> -0.032069408 -0.035921774 -0.034645908 -0.036547290 -0.035734692 -0.033103654 +#> 70 71 72 74 75 76 +#> -0.035212047 -0.035088970 -0.032808082 -0.031039585 -0.034565939 -0.033010685 +#> 77 78 79 80 81 82 +#> -0.025877333 -0.037562655 -0.033538823 -0.034571299 -0.033199550 -0.033766867 +#> 83 84 85 86 87 88 +#> -0.029939475 -0.034270426 -0.031689056 -0.035961786 -0.033173410 -0.033487202 +#> 89 90 91 92 93 94 +#> -0.035251871 -0.035811212 -0.035013881 -0.032924413 -0.032700341 -0.034170579 +#> 95 96 97 98 99 100 +#> -0.035094766 -0.020783010 -0.029274864 -0.022228471 -0.013951941 -0.021346627 +#> 101 102 103 104 105 106 +#> -0.013383619 -0.013271922 -0.012378082 -0.022047943 -0.025999825 -0.009650161 +#> 107 108 109 110 111 112 +#> -0.018003574 -0.022559760 -0.016824467 -0.030923340 -0.016242399 0.004050374 +#> 113 114 115 116 117 118 +#> -0.009477270 -0.020355765 -0.015760410 -0.023491745 -0.020526968 -0.029756536 +#> 119 120 121 122 123 124 +#> -0.024154631 -0.018462632 -0.027761951 -0.028102383 -0.019302251 -0.024009325 +#> 125 126 127 128 129 130 +#> -0.021226730 -0.027173812 -0.023567814 -0.017164880 -0.020036246 -0.017789847 +#> 131 132 133 134 135 136 +#> -0.024441629 -0.025744632 -0.023093016 -0.021762549 -0.014414671 -0.025274578 +#> 137 138 139 140 141 142 +#> -0.020395282 -0.023455554 -0.011771350 -0.020767499 -0.023171035 -0.023712503 +#> 143 144 145 146 147 148 +#> -0.027766009 -0.028477730 -0.026895293 -0.023433548 -0.027908985 -0.024899257 +#> 149 150 151 152 153 154 +#> -0.025465358 -0.021495527 -0.025796085 -0.023909434 -0.023941512 -0.024188943 +#> 155 156 157 158 159 160 +#> -0.026800286 -0.023664947 -0.024962072 -0.027190267 -0.024831547 -0.025921935 +#> 161 162 163 164 165 166 +#> -0.023872284 -0.006859106 -0.023713551 -0.031410383 -0.025213636 -0.019339227 +#> 167 168 169 170 171 172 +#> -0.024225904 -0.025614210 -0.021615299 -0.031582620 0.069476193 -0.037218558 +#> 173 174 175 176 177 178 +#> 0.073284522 0.072851265 -0.040620402 -0.040719247 0.065723808 -0.039476971 +#> 179 180 181 182 183 184 +#> -0.040049437 -0.040540926 0.068066466 0.068876155 -0.037469394 0.066921313 +#> 185 186 187 188 189 190 +#> -0.039742320 -0.036252788 -0.042775267 -0.040405081 -0.038338314 -0.039347390 +#> 191 192 193 194 195 196 +#> -0.037970462 0.066505906 0.052288328 0.057169263 -0.033223039 -0.035067844 +#> 197 198 199 200 201 202 +#> 0.043334929 0.009603867 -0.036470599 0.050481059 0.071152493 -0.037164133 +#> 203 204 205 206 207 208 +#> 0.059443404 -0.034896789 -0.038046880 -0.036739525 -0.034407949 0.068941815 +#> 209 210 211 212 213 214 +#> 0.060667790 0.068401424 0.059643490 0.062793771 -0.037947175 -0.035776751 +#> 215 216 217 218 219 220 +#> -0.038597263 0.060051552 0.068697101 -0.037255375 -0.042026118 -0.038048436 +#> 221 222 223 224 225 226 +#> -0.039085163 0.049428532 0.068384861 0.060562170 -0.034694749 0.065474045 +#> 227 228 229 230 231 232 +#> 0.060731458 -0.030881962 -0.039703307 -0.042211621 0.046961257 0.068450110 +#> 233 234 235 236 237 238 +#> 0.067572443 -0.035803488 -0.036883343 -0.036661443 0.068730147 -0.037785704 +#> 239 240 241 242 243 244 +#> 0.056713689 0.036570565 -0.031216520 0.061622104 -0.027842321 0.067867887 +#> 245 246 247 248 249 250 +#> 0.065112615 -0.038511715 0.059779180 -0.035350105 0.044014237 -0.039946093 +#> 251 252 253 254 255 256 +#> 0.063857669 0.039661375 0.057683506 0.064223074 0.059836314 0.058760564 +#> 257 258 259 260 261 262 +#> -0.037680175 0.039661707 0.062554132 0.056932435 0.067623037 -0.035534672 +#> 263 264 265 267 268 270 +#> 0.059939070 0.062840199 -0.033301263 0.051646616 0.028325104 0.068022127 +#> 271 272 273 274 275 277 +#> -0.034404134 0.069722609 0.068739588 -0.036723355 -0.034854542 0.062484384 +#> 278 279 281 282 283 284 +#> 0.056744108 0.060172856 -0.003359837 -0.035811299 0.066330023 -0.043430962 +#> 285 286 287 288 289 290 +#> 0.072476583 -0.044312310 -0.040392912 -0.042710589 -0.042132470 -0.044430500 +#> 291 292 293 294 295 296 +#> 0.071075826 -0.042250044 0.069058026 -0.042408101 0.062639594 -0.042724608 +#> 297 298 299 300 301 302 +#> 0.064192904 0.058998904 0.068890944 0.068583243 0.071194634 0.070908725 +#> 303 304 305 306 307 308 +#> 0.068794867 -0.039489474 -0.042488806 -0.045452139 0.063075218 0.055357089 +#> 309 310 311 312 313 314 +#> -0.043824300 0.071387627 0.071323125 0.070555480 0.058051599 0.069173486 +#> 315 316 317 318 319 320 +#> 0.067579832 0.064814918 0.052910295 0.072080666 0.071950204 0.071616403 +#> 321 322 323 324 325 326 +#> 0.071228608 0.066313892 -0.043647901 -0.039475449 -0.020645196 -0.043592119 +#> 327 328 329 330 331 332 +#> 0.061546285 0.067496592 0.072339230 0.068642230 0.069333110 0.070457284 +#> 333 334 335 336 337 338 +#> 0.067124773 0.064515812 0.066538695 -0.040692800 0.068560122 -0.041838230 +#> 339 340 341 342 343 344 +#> -0.034840527 0.069959892 0.071257825 0.067796786 0.070430975 0.068906218 +#> 345 346 347 348 349 350 +#> 0.066693314 0.072757752 -0.036902354 -0.027039399 0.070230346 0.070691041 +#> 351 352 353 354 355 356 +#> 0.066211418 0.068015770 0.067967945 0.070523044 0.072839678 0.058298828 +#> 357 358 359 360 361 362 +#> 0.064632010 0.063788199 0.066908744 0.066222604 -0.045088691 0.067059791 +#> 363 364 365 366 367 368 +#> 0.071629143 0.071461336 -0.043571283 -0.046466112 -0.047052955 -0.041808235 +#> 369 370 371 372 373 374 +#> -0.039723224 -0.039477662 -0.044231974 0.072612401 -0.042884293 0.070505913 +#> 375 376 377 378 379 380 +#> -0.040377423 -0.047365795 0.065802912 0.068360682 0.069192971 0.069078809 +#> 381 382 383 384 385 386 +#> 0.060554366 0.066035445 0.072307966 0.070236574 0.070507345 0.068690118 +#> 387 388 389 390 391 392 +#> 0.066840318 0.066943003 0.066497682 0.068935001 -0.045796593 0.070090652 +#> 393 394 395 396 397 398 +#> -0.040737153 0.070634827 -0.044411659 0.065039007 -0.044227335 0.070626882 +#> 399 400 401 402 403 404 +#> 0.072200891 -0.043679038 0.073524670 0.070282625 0.060613863 0.061929508 +#> 405 406 407 408 409 410 +#> 0.058093238 -0.044631804 -0.043645186 0.069678924 -0.046029854 -0.043987114 +#> 411 412 413 414 415 416 +#> -0.044685066 -0.047145101 -0.044837620 -0.044606008 0.061823041 0.071851081 +#> 417 418 419 420 421 422 +#> 0.071561253 0.069355341 0.033800118 -0.003025556 -0.045191964 -0.047473934 +#> 423 424 425 426 427 428 +#> -0.047675181 -0.045877773 -0.044962649 -0.040028280 -0.043789769 -0.043291572 +#> 429 430 431 432 433 434 +#> -0.028072342 -0.045800379 -0.048257623 -0.043588728 -0.044329643 -0.043955483 +#> 435 436 437 438 439 440 +#> -0.044587684 -0.041524132 -0.040406389 0.060001575 0.066290992 0.065863174 +#> 441 442 +#> 0.062216956 0.065394597dm$Actb # A gene expression vector#> 10 11 12 13 14 15 16 17 18 19 #> -0.5750 -0.4350 0.4600 0.6100 1.9700 2.2850 1.7850 1.4950 1.9350 -0.8200 #> 20 21 22 23 24 25 26 27 28 29 #> -1.3350 -0.5950 -0.6000 2.6600 1.2050 1.4250 0.8150 2.0750 -0.5200 -4.2450 diff --git a/docs/reference/find_dm_k-1.png b/docs/reference/find_dm_k-1.png index d3ea62c..dfc1561 100644 Binary files a/docs/reference/find_dm_k-1.png and b/docs/reference/find_dm_k-1.png differ diff --git a/docs/reference/find_dm_k-2.png b/docs/reference/find_dm_k-2.png index de84f7b..fa91780 100644 Binary files a/docs/reference/find_dm_k-2.png and b/docs/reference/find_dm_k-2.png differ diff --git a/docs/reference/find_dm_k.html b/docs/reference/find_dm_k.html index c9cb95c..f094fde 100644 --- a/docs/reference/find_dm_k.html +++ b/docs/reference/find_dm_k.html @@ -64,7 +64,7 @@diff --git a/docs/reference/find_sigmas-1.png b/docs/reference/find_sigmas-1.png index c39cc1e..debfbe7 100644 Binary files a/docs/reference/find_sigmas-1.png and b/docs/reference/find_sigmas-1.png differ diff --git a/docs/reference/find_sigmas.html b/docs/reference/find_sigmas.html index 9ed84ee..5ae366f 100644 --- a/docs/reference/find_sigmas.html +++ b/docs/reference/find_sigmas.html @@ -64,7 +64,7 @@
plot(<GeneRelevance>,<numeric>) plot(<GeneRelevance>,<missing>) plot_differential_map() plot_gene_relevance()
+ plot_differential_map() plot_gene_relevance() plot(<GeneRelevance>,<character>) plot(<GeneRelevance>,<numeric>) plot(<GeneRelevance>,<missing>)
Plot gene relevance or differential map
Fast eigen decomposition using ARPACK
Fast eigen decomposition using eigs
StatVoronoi
- Voronoi tesselation
updateObject(<Sigmas>) updateObject(<GeneRelevance>)
+ updateObject(<DiffusionMap>) updateObject(<Sigmas>) updateObject(<GeneRelevance>)
Update old destiny objects to a newer version.
Single color string or vector of discrete or categoric values to be mapped to colors.
-E.g. a column of the data matrix used for creation of the diffusion map. (default: cluster_louvain)
cluster_louvain if igraph is installed)
Palette used to map the col vector to colors. (default: use cube_helix for continuous and palette() for discrete data)
Palette used to map the col vector to colors. (default: use hcl.colors for continuous and palette() for discrete data)
Parameters passed to plot, scatterplot3d, or plot3d (if interactive == TRUE)
Parameters passed to plot, scatterplot3d, or plot3d (if interactive == TRUE)
Use plot3d to plot instead of scatterplot3d?
Use plot3d to plot instead of scatterplot3d?
#> [1] 1+random_root(dm)#> [1] 387