Nothing
tests/testthat/_snaps/clustering.md
In cardinalR: Collection of Data Structures
gau_clust() works
Code
gau_clust(n = 300, num_clust = 5, mean_matrix = rbind(c(1, 0, 0, 0), c(0, 1, 0,
0), c(0, 0, 1, 0), c(0, 0, 0, 1), c(0, 0, 0, 0)), var_vec = c(0.05, 0.05,
0.05, 0.05, 0.05), num_dims = 4, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.065888271 1.155893e-02 -0.0028248202 0.043355399 -1.636529e-02
[2,] 0.967892068 2.700506e-02 -0.0565672727 0.050669874 2.224537e-03
[3,] 0.935397183 9.359796e-03 -0.0219227720 0.003017822 -1.341185e-02
[4,] 1.064240596 -1.794435e-02 0.0903411412 -0.073652551 -1.857520e-02
[5,] 1.018875050 -6.293476e-02 0.0034800095 -0.093499215 -4.569429e-02
[6,] 0.992292799 2.508501e-02 -0.0018301121 -0.055169416 4.582746e-02
[7,] 0.923393696 7.850385e-02 0.0087584391 -0.040002441 -3.455254e-02
[8,] 1.019534151 2.847716e-02 0.0573456865 -0.076501464 2.582430e-02
[9,] 0.976776618 4.040263e-02 -0.0583115651 -0.040563073 1.039657e-02
[10,] 1.148961970 3.300531e-02 -0.0181647854 -0.025479244 -1.376949e-02
[11,] 1.018104413 -2.484500e-02 -0.0858407160 -0.012305240 -4.073165e-02
[12,] 0.998910960 -1.740868e-02 0.0294708627 0.055490959 4.847071e-02
[13,] 1.012690907 4.146446e-02 -0.0094031884 -0.006772876 -2.970373e-02
[14,] 0.996382333 1.453406e-02 0.0530385340 0.007672083 6.991699e-05
[15,] 0.974518984 5.850721e-02 -0.0280024721 0.024472207 2.383065e-02
[16,] 1.019005573 -6.346488e-02 0.1130664959 -0.070043785 -4.223552e-02
[17,] 0.984418166 1.368462e-02 0.0820531079 0.013932211 1.261618e-02
[18,] 1.017046870 4.016927e-03 -0.0050552601 -0.043019505 4.623033e-02
[19,] 1.020397969 6.587756e-02 0.0476367021 -0.005109306 -2.674662e-02
[20,] 1.049006888 2.323483e-02 0.0541729784 0.049163190 4.767000e-02
[21,] 1.066875366 4.023786e-02 -0.0554606694 0.018712370 -2.139238e-02
[22,] 0.950148980 -7.048070e-02 -0.0531451202 -0.035472627 6.776200e-03
[23,] 0.992438663 4.125534e-03 -0.0301178809 -0.134900536 2.578724e-02
[24,] 0.933618083 1.640820e-02 0.0043618660 0.030354472 4.627391e-02
[25,] 1.017382570 7.113662e-03 -0.0456492318 -0.053700618 4.988278e-03
[26,] 1.018612289 -4.095574e-02 -0.1440496245 -0.013833392 1.933860e-02
[27,] 1.005519074 -2.866340e-02 -0.0073935120 -0.043701769 -2.677462e-02
[28,] 1.006784814 -1.764408e-02 -0.0375083402 -0.038932020 -1.975191e-02
[29,] 0.956074595 9.754566e-02 -0.0234700700 -0.005816252 4.798282e-02
[30,] 1.062728980 8.289040e-02 0.0951455402 0.017404684 -7.112537e-03
[31,] 0.990215162 -4.228563e-02 -0.0632394018 0.008840101 8.021953e-03
[32,] 0.955226389 -4.462242e-02 0.0710563835 0.017283165 4.239841e-03
[33,] 1.018130919 5.021090e-02 -0.1627563806 -0.001642179 2.394034e-02
[34,] 1.033394898 -2.111408e-02 0.0019603475 0.042149772 3.145418e-03
[35,] 1.013544829 -4.440800e-02 -0.0393466260 -0.032863752 -2.163410e-02
[36,] 0.978769870 -2.592817e-02 -0.0525648991 0.094399599 -2.126563e-03
[37,] 0.989160924 -1.402369e-02 -0.0065310537 0.049113611 2.195558e-02
[38,] 1.050015410 -5.825633e-02 -0.0109372832 0.023850501 3.284489e-03
[39,] 1.027336129 -2.664706e-02 -0.0330496008 -0.065924058 4.787364e-02
[40,] 0.956166376 6.359599e-02 0.0302401232 0.005595998 4.729554e-02
[41,] 0.968458179 -9.268763e-02 0.0203299410 0.008310896 -1.139702e-02
[42,] 0.937503847 6.142306e-02 0.0274065517 -0.076233553 -1.521704e-02
[43,] 1.095309062 9.809635e-03 0.0493576298 0.050248125 2.190798e-02
[44,] 1.063367075 -1.217379e-02 0.0809974346 -0.009373328 -1.470256e-02
[45,] 0.936650953 1.400371e-01 -0.0207557859 -0.072934136 -2.105489e-02
[46,] 1.040364057 -5.531727e-02 0.0232940068 -0.080225199 4.948568e-02
[47,] 0.991113598 4.471806e-02 0.0046997946 -0.015824682 -4.643196e-02
[48,] 1.054926921 4.021514e-02 0.0080229677 0.003814820 2.906671e-02
[49,] 1.016496610 -2.970837e-03 -0.0751120596 -0.011829216 -4.218292e-02
[50,] 1.035293299 2.399767e-02 0.0539979096 -0.008991393 4.991574e-02
[51,] 1.125937962 -5.140767e-02 -0.1342892042 0.004305581 -4.200190e-02
[52,] 1.012076002 4.376590e-02 -0.0203078396 -0.028233408 -1.333662e-02
[53,] 1.054386192 -6.094579e-02 0.0694048412 -0.046806292 -2.654866e-02
[54,] 0.969709993 6.975678e-03 -0.0183803388 0.011389586 -2.783990e-02
[55,] 1.057468567 -4.143359e-02 -0.0063490057 -0.008893490 -4.780630e-02
[56,] 0.984413780 8.128411e-03 0.0009034067 0.034771926 4.970827e-02
[57,] 1.008786265 3.386463e-02 -0.0504333384 0.035220816 3.006407e-03
[58,] 0.927964859 5.269478e-02 -0.0022130705 -0.076881494 8.176925e-03
[59,] 0.949959366 5.061137e-02 -0.0197629483 0.005587806 4.956267e-02
[60,] 0.994509457 8.428144e-02 -0.0008822339 0.091037622 -1.627479e-02
[61,] -0.035328177 9.845086e-01 0.0101642891 -0.030884556 -1.695537e-03
[62,] 0.081242007 9.438558e-01 0.0315458345 0.056394725 -4.294849e-02
[63,] -0.015459419 9.156110e-01 -0.0893369602 -0.067097950 -1.343644e-02
[64,] 0.049102472 1.056988e+00 0.0053537407 0.043075394 -2.834701e-02
[65,] -0.013601442 1.051932e+00 -0.0759207484 0.050856686 2.343479e-02
[66,] 0.089069756 9.030271e-01 0.0397527114 0.004273613 -3.167909e-02
[67,] 0.026646567 1.085056e+00 -0.0677997246 0.013914283 1.233606e-02
[68,] 0.028615787 9.804797e-01 0.0650981813 0.028779522 -1.595814e-02
[69,] 0.006484737 9.973788e-01 -0.0249915490 -0.078733837 -2.958210e-03
[70,] -0.076551231 1.013356e+00 -0.0086995766 0.129898720 3.158711e-02
[71,] -0.012405546 9.744679e-01 -0.0515312185 -0.019954947 1.725153e-02
[72,] -0.047259734 9.859045e-01 -0.0189481113 -0.021100988 3.596430e-03
[73,] 0.043332304 9.791187e-01 0.0441696990 -0.103633123 4.273322e-02
[74,] 0.023935603 1.037689e+00 0.0164879688 0.009061329 -4.458161e-02
[75,] -0.016304191 9.509659e-01 -0.0556936046 0.032238194 -3.275242e-02
[76,] 0.012158230 1.026462e+00 -0.0581533129 -0.071623861 1.450788e-02
[77,] 0.069628186 1.024652e+00 -0.0135085123 0.026074108 -2.351118e-03
[78,] -0.024522988 9.371883e-01 -0.0055377701 -0.030985479 -1.977617e-02
[79,] -0.009947305 1.015071e+00 -0.0083628364 0.045792442 3.313871e-02
[80,] -0.039924050 9.310522e-01 0.1308436567 0.044552065 -2.347922e-02
[81,] -0.038412713 9.453104e-01 -0.0124491338 0.019507663 -8.599617e-03
[82,] -0.006513210 9.769655e-01 0.0641481260 -0.028414707 -4.361080e-02
[83,] -0.026618393 9.795593e-01 -0.0071573339 -0.060567727 3.581735e-02
[84,] 0.003585330 1.040487e+00 0.0101857967 -0.033919966 -2.593632e-02
[85,] 0.021150459 1.010176e+00 0.0059945335 -0.026149274 1.919897e-02
[86,] -0.026690883 9.646388e-01 -0.0548312377 0.065786268 -3.999030e-02
[87,] -0.022174158 9.167271e-01 -0.0304713105 -0.079585738 1.818160e-03
[88,] 0.044440286 1.060115e+00 0.0538962754 0.069110477 3.022244e-02
[89,] 0.035299429 1.029633e+00 0.0072891433 0.010903015 3.515036e-02
[90,] -0.045311453 1.016051e+00 -0.0128642537 -0.019286849 4.743709e-02
[91,] -0.018331998 9.683970e-01 0.0146515473 0.053480095 -4.547735e-02
[92,] -0.094385202 1.001547e+00 0.0104417030 -0.037115981 -4.286151e-02
[93,] 0.055425265 1.007535e+00 -0.0700005702 -0.054029262 -3.121946e-02
[94,] 0.009886321 1.088194e+00 -0.0070790340 -0.023645125 -4.569175e-03
[95,] -0.048431027 1.059902e+00 -0.0188307080 0.004806090 5.641874e-03
[96,] 0.001844253 9.225677e-01 -0.0028216008 -0.046747572 4.250327e-02
[97,] -0.052253870 1.023900e+00 0.0313699754 0.053110714 3.357234e-03
[98,] 0.036317374 1.026081e+00 0.0240660247 -0.081378484 -5.549375e-04
[99,] -0.053909328 9.288535e-01 0.0513185334 -0.054248121 -2.555933e-02
[100,] -0.112129809 9.720851e-01 0.0495688098 -0.004564382 2.165986e-02
[101,] 0.006152877 1.025086e+00 -0.0178401442 -0.042970657 2.600802e-02
[102,] -0.011023788 9.300220e-01 -0.0375745154 -0.055678032 -4.266945e-02
[103,] 0.026504690 1.079617e+00 -0.0336614738 -0.011563494 1.312419e-02
[104,] -0.042589877 9.712218e-01 0.0888387485 -0.038883701 -3.457974e-02
[105,] 0.073421730 9.331954e-01 0.0321521821 -0.034831600 3.813075e-02
[106,] -0.008393931 9.226315e-01 -0.0070047787 0.006453957 4.583308e-02
[107,] -0.041801438 9.290396e-01 0.0762643633 -0.014738532 3.153494e-02
[108,] 0.014590984 9.263375e-01 0.0302586227 0.026008770 -1.656454e-02
[109,] 0.051739319 1.033900e+00 0.0807670195 -0.006674470 4.074052e-02
[110,] 0.014064551 9.968784e-01 -0.0321887529 -0.025340024 -5.229591e-03
[111,] -0.002157658 9.592049e-01 -0.1209826633 -0.033523287 4.289947e-02
[112,] 0.011984284 9.570450e-01 0.0081503673 0.032009804 -4.693646e-02
[113,] 0.056586780 9.424975e-01 -0.0507292523 -0.024659246 4.079205e-02
[114,] -0.017708015 1.045866e+00 0.0308173838 0.085945969 4.593775e-02
[115,] -0.017830810 1.036551e+00 -0.0002154313 -0.072935760 -3.207291e-02
[116,] -0.017083588 1.063053e+00 -0.0317360569 -0.013007695 -4.309148e-02
[117,] -0.015148545 9.530852e-01 -0.1052470497 -0.023119542 4.208677e-02
[118,] -0.004780701 1.074676e+00 0.0254802286 -0.041544169 3.084040e-02
[119,] 0.004572058 9.706006e-01 0.0330457975 -0.029306130 -3.804917e-03
[120,] -0.035086328 9.179110e-01 0.0027499280 0.050364521 -1.082145e-02
[121,] -0.085051285 -3.646887e-02 0.9913488762 0.065507046 -8.248837e-03
[122,] -0.038304918 -7.514657e-02 1.0309606354 -0.030699977 -2.394960e-02
[123,] 0.027365206 -9.882285e-02 1.0086437045 0.032775520 -4.812042e-02
[124,] -0.070349805 -5.758031e-02 1.0366386790 0.019225349 4.655695e-02
[125,] 0.094911105 5.822307e-02 1.0052424965 -0.039231787 4.746066e-02
[126,] 0.046516860 2.127034e-03 1.0456405149 0.124252592 -1.690880e-02
[127,] 0.090292831 -1.342696e-02 1.0524021492 0.009034555 -3.542551e-02
[128,] 0.027905964 1.160132e-02 1.0135764592 -0.045794038 -2.490102e-02
[129,] 0.019896665 -3.575892e-02 1.0843572643 0.064397906 -4.686855e-02
[130,] 0.036286100 2.427904e-02 1.0021911341 -0.019133318 4.568508e-02
[131,] 0.075293256 4.788805e-02 1.0854777401 0.041652120 -1.694252e-03
[132,] 0.007520230 1.626115e-02 1.0203360159 -0.024212534 -2.421517e-02
[133,] -0.015931137 -3.392143e-03 0.8875897644 0.001678849 1.448532e-02
[134,] -0.067476743 3.456905e-02 1.0405605506 0.003389206 3.271302e-02
[135,] 0.075811192 -2.818549e-02 1.0226414428 -0.008037322 -6.234291e-03
[136,] 0.005799540 -5.139786e-02 1.0454434408 0.051888451 -4.804818e-02
[137,] 0.007472601 -9.474133e-03 1.0477151938 0.074478811 -8.559206e-05
[138,] -0.042908611 2.821401e-02 1.0029540332 0.052806595 -2.051229e-03
[139,] -0.042941278 2.243489e-02 1.0796736358 -0.049254594 -4.483748e-02
[140,] -0.014508897 6.993325e-02 1.0636535924 -0.033788673 1.087038e-02
[141,] 0.049537581 -4.418934e-02 1.0321791773 0.034933338 -3.384040e-03
[142,] -0.057312195 4.831921e-02 0.9564683310 0.113990073 -4.725878e-02
[143,] 0.039380137 -5.962204e-02 0.9827821454 0.033399117 -4.406941e-02
[144,] 0.019387236 -1.052856e-02 0.9924997858 -0.081011613 1.295361e-02
[145,] -0.036733093 4.679421e-05 1.0524449260 -0.058728599 2.167122e-02
[146,] 0.046460424 -2.470802e-02 0.9836576710 -0.010591476 -4.919681e-02
[147,] 0.012895380 3.327731e-02 0.9718063500 0.023302257 -3.184544e-02
[148,] -0.011800993 -2.657109e-03 1.0329088012 -0.076696813 -1.948746e-02
[149,] 0.018250073 -1.248055e-01 1.0054484150 -0.057110985 2.529822e-02
[150,] -0.031515216 -1.334599e-02 0.9993426530 -0.058468094 9.170931e-03
[151,] 0.029537093 -6.120481e-02 0.9466947882 0.093905192 -1.527652e-02
[152,] -0.006164119 5.225142e-02 1.0635787843 -0.011065773 2.237138e-02
[153,] -0.002062637 -3.657979e-02 1.0566798190 0.039304840 9.025664e-03
[154,] -0.087763808 -9.619617e-03 1.0031589816 -0.046286908 3.841776e-02
[155,] 0.065962556 2.794777e-02 1.0567137403 -0.004441563 1.986252e-02
[156,] -0.001731481 1.720317e-02 1.0377840659 -0.054198474 -2.024381e-03
[157,] -0.003173674 -3.075895e-02 1.0431402105 0.115522815 -3.638958e-03
[158,] 0.141941562 1.059424e-01 0.9639641934 0.036643496 4.160269e-02
[159,] -0.023132103 5.632095e-02 0.9702460004 -0.009707397 -2.210917e-02
[160,] 0.057900830 6.296028e-03 0.9869420090 -0.073802097 9.798289e-03
[161,] -0.027307835 4.939952e-02 1.1036113161 0.034831906 2.813212e-02
[162,] -0.045629893 -5.731689e-02 0.9617371497 0.079376741 1.161731e-02
[163,] 0.062077555 -1.829916e-03 1.0005571253 0.039799586 -7.181504e-03
[164,] -0.062091335 -6.468131e-02 0.9552088772 0.010320968 3.274150e-02
[165,] 0.018645948 1.920006e-02 1.0015175737 0.001259680 2.195759e-02
[166,] -0.027451644 9.566163e-02 1.0549364143 -0.015001235 1.017579e-02
[167,] 0.061981499 8.618565e-03 0.9921736882 -0.130953851 -4.184624e-02
[168,] 0.054056296 -4.890321e-02 0.9917980615 -0.013644478 3.240644e-02
[169,] -0.102643525 -7.166324e-02 0.9457158525 0.053846197 -4.793698e-02
[170,] -0.048779839 -2.143125e-02 0.9439841358 -0.095366078 4.696704e-02
[171,] 0.034705332 2.186236e-02 0.8925351215 -0.108009644 2.402314e-02
[172,] -0.036241895 -4.011914e-02 0.9902054351 0.015871560 -2.001644e-02
[173,] 0.027195571 -7.526343e-02 0.9236040238 0.023616750 2.770050e-02
[174,] 0.006614102 8.751798e-03 0.9726617384 0.035486768 -3.930738e-03
[175,] -0.034897837 -4.177927e-02 1.0349706476 0.026585118 2.764713e-02
[176,] 0.004805214 5.544970e-02 1.0465242665 0.012394845 -4.944980e-02
[177,] 0.020929503 -1.049143e-01 1.0386930950 0.070753895 -8.236953e-03
[178,] -0.007020809 1.543353e-02 1.0187138799 0.011947896 3.023053e-02
[179,] -0.062183903 1.604099e-02 1.0101677714 0.084470774 1.955693e-02
[180,] 0.031289563 -1.982588e-02 1.0118758251 0.055373978 -4.117295e-02
[181,] -0.025004467 -6.854813e-02 0.0088456820 1.033170555 4.636580e-02
[182,] -0.037815282 1.533315e-02 0.0176415935 0.988574398 3.212397e-02
[183,] 0.070560582 6.540502e-02 -0.0514690571 0.982218060 4.390859e-03
[184,] 0.053204854 -8.435665e-02 -0.0175375648 1.035581167 -1.128168e-02
[185,] -0.062389703 -2.063838e-02 0.0436012616 0.947427527 1.274856e-02
[186,] 0.020450508 4.899892e-02 -0.0021643047 0.975043543 -3.872981e-02
[187,] 0.006515197 1.784136e-01 -0.0626222650 0.912643216 1.738305e-02
[188,] 0.026798336 -4.691122e-02 -0.0595100526 0.965388409 2.541680e-03
[189,] 0.034122991 6.978465e-02 0.0434399467 0.952015291 2.832790e-02
[190,] -0.022302746 -4.048773e-02 -0.0046278578 0.984575770 -3.933804e-02
[191,] -0.046786574 3.407150e-02 0.0610936800 1.008117408 1.680248e-02
[192,] 0.050388224 4.858652e-02 -0.0146097465 1.028112496 -8.446755e-04
[193,] 0.060399431 -4.302518e-02 -0.0026907982 1.065304104 -4.111465e-02
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[264,] 2.574609e-02
[265,] -4.289312e-02
[266,] 7.759684e-03
[267,] 3.906299e-02
[268,] -2.608614e-02
[269,] 4.270295e-02
[270,] -1.387756e-02
[271,] -1.974681e-02
[272,] -1.468811e-02
[273,] 3.571725e-02
[274,] -2.849413e-02
[275,] -1.622426e-02
[276,] 4.297363e-02
[277,] -2.848153e-02
[278,] -1.093619e-02
[279,] -2.283338e-02
[280,] -3.871867e-02
[281,] 1.886178e-02
[282,] 3.420622e-02
[283,] -1.994977e-02
[284,] 3.164221e-02
[285,] -3.328469e-02
[286,] -3.784973e-02
[287,] -2.611218e-02
[288,] 2.860999e-02
[289,] -2.366030e-02
[290,] -2.996860e-02
[291,] 7.427214e-03
[292,] 3.970157e-02
[293,] 2.195209e-02
[294,] 3.600596e-02
[295,] 4.273254e-02
[296,] 4.676937e-02
[297,] -3.858613e-02
[298,] 2.336692e-02
[299,] 1.325866e-02
[300,] 2.264760e-02
gau_clust_diff() works
Code
gau_clust_diff(clust_size_vec = c(50, 100, 200, 50), num_clust = 4,
mean_matrix = rbind(c(1, 0, 0, 0, 0, 0), c(0, 1, 0, 0, 0, 0), c(0, 0, 1, 0, 0,
0), c(0, 0, 0, 1, 0, 0)), var_vec = c(0.02, 0.05, 0.06, 0.1), num_dims = 6,
num_noise = 4, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.0263553084 0.0503751849 -3.707505e-02 -0.0252957607 7.484948e-03
[2,] 0.9871568271 0.0048304008 2.456922e-02 0.0284225534 -1.418905e-02
[3,] 0.9741588734 0.0217544767 3.923854e-03 -0.0651025522 -5.396021e-02
[4,] 1.0256962384 -0.0121160030 -4.869516e-03 0.0007841390 1.214179e-02
[5,] 1.0075500202 0.0229874270 5.601484e-02 -0.0157386504 -2.148025e-02
[6,] 0.9969171194 -0.0062344879 -2.212691e-02 -0.0210259596 -5.533357e-03
[7,] 0.9693574783 0.0035145059 1.788723e-02 -0.0026124215 -1.748071e-02
[8,] 1.0078136605 -0.0288140563 1.608606e-02 -0.0043749133 -1.557281e-02
[9,] 0.9907106473 -0.0200162535 -1.188335e-03 -0.0132198403 -2.326501e-03
[10,] 1.0595847879 -0.0021962173 9.599070e-03 0.0120960493 6.961874e-03
[11,] 1.0072417651 0.0046235723 -2.056307e-02 0.0081319764 3.536041e-03
[12,] 0.9995643842 0.0108020220 1.750636e-02 0.0109626207 6.913266e-03
[13,] 1.0050763630 0.0037439184 -2.437832e-02 0.0197430519 -6.568716e-04
[14,] 0.9985529333 -0.0071777398 2.790271e-03 0.0323989739 1.685991e-02
[15,] 0.9898075934 -0.0251739048 -1.657344e-02 -0.0083023144 -1.314550e-02
[16,] 1.0076022292 0.0100340047 3.251365e-03 0.0093176027 3.775984e-02
[17,] 0.9937672666 0.0314015412 1.354585e-02 0.0018799178 1.964544e-02
[18,] 1.0068187481 0.0113908634 2.107791e-02 0.0032091871 9.540200e-03
[19,] 1.0081591875 0.0161610536 2.024455e-02 -0.0300448238 -2.636962e-02
[20,] 1.0196027551 0.0132021234 3.371258e-02 0.0215991639 2.238399e-03
[21,] 1.0267501466 -0.0099379995 -1.129928e-03 -0.0537156817 3.324358e-03
[22,] 0.9800595919 -0.0069634701 -2.262691e-02 -0.0081231358 -3.049342e-02
[23,] 0.9969754651 0.0165857821 -8.769109e-03 0.0277619365 2.009925e-02
[24,] 0.9734472334 0.0058136223 3.613646e-02 -0.0073521355 -3.749331e-03
[25,] 1.0069530279 0.0234028844 1.392004e-03 -0.0025396023 -2.917365e-02
[26,] 1.0074449155 -0.0253859536 -7.320448e-04 0.0003613627 -3.209008e-02
[27,] 1.0022076296 0.0054738460 3.503376e-03 -0.0201733353 -6.329873e-03
[28,] 1.0027139257 0.0016067709 2.293827e-02 -0.0008852282 1.525928e-03
[29,] 0.9824298379 0.0263510235 -2.332463e-02 -0.0079051793 -4.731686e-03
[30,] 1.0250915920 0.0092939302 -7.265914e-03 -0.0003528936 -3.596557e-03
[31,] 0.9960860647 0.0160951438 -3.433629e-02 0.0173421596 1.722232e-03
[32,] 0.9820905554 -0.0281922802 1.178835e-02 0.0202679495 -1.129336e-02
[33,] 1.0072523675 0.0016502134 -3.761275e-03 0.0012071288 -1.872252e-02
[34,] 1.0133579592 0.0065632802 2.121541e-02 -0.0294610205 4.555834e-03
[35,] 1.0054179316 0.0028454648 -1.120099e-02 -0.0373996858 -3.557396e-03
[36,] 0.9915079478 -0.0163822958 4.522660e-02 -0.0220677665 1.390877e-02
[37,] 0.9956643696 -0.0114653603 3.282124e-02 -0.0160009764 1.408833e-02
[38,] 1.0200061639 -0.0070576320 -2.022104e-03 -0.0306005858 -3.075260e-02
[39,] 1.0109344518 0.0390182660 1.905468e-02 -0.0162252293 2.235122e-03
[40,] 0.9824665505 0.0331561612 2.166919e-02 -0.0101916975 3.641505e-02
[41,] 0.9873832717 -0.0169142533 -2.218427e-02 -0.0049220959 -1.413127e-02
[42,] 0.9750015387 -0.0178489666 -2.125805e-02 0.0221963836 3.249680e-02
[43,] 1.0381236249 0.0200843610 -1.204715e-02 -0.0027091505 -6.183768e-03
[44,] 1.0253468298 -0.0084456312 1.744746e-03 0.0030688332 1.964099e-02
[45,] 0.9746603811 -0.0177631999 -1.825969e-02 0.0097888829 -5.440577e-03
[46,] 1.0161456227 -0.0103712668 -5.761985e-02 -0.0280175140 3.562790e-02
[47,] 0.9964454394 -0.0056094755 -2.957405e-03 0.0055728845 1.065863e-02
[48,] 1.0219707684 -0.0233025308 -1.500334e-02 -0.0172078020 1.144631e-02
[49,] 1.0065986438 -0.0106588242 -9.388028e-03 -0.0020437223 2.593895e-03
[50,] 1.0141173196 0.0254383972 3.805822e-02 0.0196652761 -3.062049e-02
[51,] -0.0154914456 0.9821598558 4.953758e-02 -0.0086511238 3.483191e-02
[52,] -0.0561442194 0.9624254846 -5.731220e-02 0.0309606354 7.937674e-02
[53,] -0.0843890154 0.9663385262 3.938014e-02 0.0086437045 3.979959e-02
[54,] 0.0569883750 1.0888387485 1.938724e-02 0.0366386790 1.032097e-02
[55,] 0.0519324939 1.0321521821 -3.673309e-02 0.0052424965 1.259680e-03
[56,] -0.0969728916 0.9929952213 4.646042e-02 0.0456405149 -1.500124e-02
[57,] 0.0850561605 1.0762643633 1.289538e-02 0.0524021492 -1.309539e-01
[58,] -0.0195203023 1.0302586227 -1.180099e-02 0.0135764592 -1.364448e-02
[59,] -0.0026212301 1.0807670195 1.825007e-02 0.0843572643 5.384620e-02
[60,] 0.0133555679 0.9678112471 -3.151522e-02 0.0021911341 -9.536608e-02
[61,] -0.0255320569 0.8790173367 2.953709e-02 0.0854777401 -1.080096e-01
[62,] -0.0140954736 1.0081503673 -6.164119e-03 0.0203360159 1.587156e-02
[63,] -0.0208812686 0.9492707477 -2.062637e-03 -0.1124102356 2.361675e-02
[64,] 0.0376890194 1.0308173838 -8.776381e-02 0.0405605506 3.548677e-02
[65,] -0.0490341249 0.9997845687 6.596256e-02 0.0226414428 2.658512e-02
[66,] 0.0264624459 0.9682639431 -1.731481e-03 0.0454434408 1.239484e-02
[67,] 0.0246518189 0.8947529503 -3.173674e-03 0.0477151938 7.075390e-02
[68,] -0.0628116542 1.0254802286 1.419416e-01 0.0029540332 1.194790e-02
[69,] 0.0150712955 1.0330457975 -2.313210e-02 0.0796736358 8.447077e-02
[70,] -0.0689478145 1.0027499280 5.790083e-02 0.0636535924 5.537398e-02
[71,] -0.0546895675 0.9691154435 -2.730784e-02 0.0321791773 -2.500447e-02
[72,] -0.0230345073 1.0563947255 -4.562989e-02 -0.0435316690 -3.781528e-02
[73,] -0.0204406934 0.9329020498 6.207756e-02 -0.0172178546 7.056058e-02
[74,] 0.0404867680 1.0430753940 -6.209133e-02 -0.0075002142 5.320485e-02
[75,] 0.0101760828 1.0508566864 1.864595e-02 0.0524449260 -6.238970e-02
[76,] -0.0353611863 1.0042736129 -2.745164e-02 -0.0163423290 2.045051e-02
[77,] -0.0832729034 1.0139142831 6.198150e-02 -0.0281936500 6.515197e-03
[78,] 0.0601146703 1.0287795221 5.405630e-02 0.0329088012 2.679834e-02
[79,] 0.0296330187 0.9212661630 -1.026435e-01 0.0054484150 3.412299e-02
[80,] 0.0160512648 1.1298987203 -4.877984e-02 -0.0006573470 -2.230275e-02
[81,] -0.0316030142 0.9800450530 3.470533e-02 -0.0533052118 -4.678657e-02
[82,] 0.0015473785 0.9788990125 -3.624190e-02 0.0635787843 5.038822e-02
[83,] 0.0075350345 0.8963668773 2.719557e-02 0.0566798190 6.039943e-02
[84,] 0.0881939349 1.0090613294 6.614102e-03 0.0031589816 4.919440e-02
[85,] 0.0599020043 1.0322381941 -3.489784e-02 0.0567137403 -1.367669e-02
[86,] -0.0774322861 0.9283761388 4.805214e-03 0.0377840659 -7.504754e-02
[87,] 0.0238995342 1.0260741085 2.092950e-02 0.0431402105 8.930212e-03
[88,] 0.0260807624 0.9690145211 -7.020809e-03 -0.0360358066 -2.188287e-02
[89,] -0.0711465062 1.0457924424 -6.218390e-02 -0.0297539996 -6.682647e-02
[90,] -0.0279149409 1.0445520655 3.128956e-02 -0.0130579910 3.168059e-02
[91,] 0.0250859971 1.0195076631 -3.646887e-02 0.1036113161 2.934193e-02
[92,] -0.0699779773 0.9715852926 -7.514657e-02 -0.0382628503 -5.535098e-02
[93,] 0.0796169179 0.9394322731 -9.882285e-02 0.0005571253 -2.314388e-02
[94,] -0.0287782223 0.9660800339 -5.758031e-02 -0.0447911228 -7.379572e-02
[95,] -0.0668046228 0.9738507262 5.822307e-02 0.0015175737 5.632855e-03
[96,] -0.0773685466 1.0657862678 2.127034e-03 0.0549364143 4.501114e-02
[97,] -0.0709604487 0.9204142618 -1.342696e-02 -0.0078263118 -8.469572e-02
[98,] -0.0736624644 1.0691104769 1.160132e-02 -0.0082019385 2.466389e-02
[99,] 0.0339001688 1.0109030152 -3.575892e-02 -0.0542841475 1.840095e-02
[100,] -0.0031215979 0.9807131513 2.427904e-02 -0.0560158642 -1.117815e-02
[101,] -0.0407951179 1.0534800952 4.788805e-02 -0.1074648785 -8.552616e-02
[102,] -0.0429549813 0.9628840187 1.626115e-02 -0.0097945649 1.127626e-02
[103,] -0.0575025275 0.9459707379 -3.392143e-03 -0.0763959762 -2.726945e-02
[104,] 0.0458659520 0.9763548753 3.456905e-02 -0.0273382616 6.912864e-02
[105,] 0.0365507786 1.0048060897 -2.818549e-02 0.0349706476 -8.496133e-02
[106,] 0.0630534188 0.9532524277 -5.139786e-02 0.0465242665 -2.252666e-02
[107,] -0.0469148243 1.0531107139 -9.474133e-03 0.0386930950 -7.390976e-02
[108,] 0.0746758670 0.9186215159 2.821401e-02 0.0187138799 -2.531599e-02
[109,] -0.0293994243 0.9457518792 2.243489e-02 0.0101677714 -2.492129e-02
[110,] -0.0820889530 0.9954356179 6.993325e-02 0.0118758251 5.982328e-02
[111,] 0.0101642891 0.9570293425 -4.418934e-02 0.0655070464 5.467867e-03
[112,] 0.0315458345 0.9443219682 4.831921e-02 -0.0306999772 -6.194304e-02
[113,] -0.0893369602 0.9884365055 -5.962204e-02 0.0327755198 -5.528384e-03
[114,] 0.0053537407 0.9611162987 -1.052856e-02 0.0192253494 3.800962e-02
[115,] -0.0759207484 0.9651684002 4.679421e-05 -0.0392317872 6.379402e-02
[116,] 0.0397527114 1.0064539572 -2.470802e-02 0.1242525921 -3.722099e-02
[117,] -0.0677997246 0.9852614683 3.327731e-02 0.0090345552 -8.850875e-02
[118,] 0.0650981813 1.0260087702 -2.657109e-03 -0.0457940379 -3.934935e-02
[119,] -0.0249915490 0.9933255296 -1.248055e-01 0.0643979057 -1.058472e-03
[120,] -0.0086995766 0.9746599758 -1.334599e-02 -0.0191333177 -1.727467e-02
[121,] -0.0515312185 0.9664767133 -6.120481e-02 0.0416521202 -3.567227e-02
[122,] -0.0189481113 1.0320098039 5.225142e-02 -0.0242125339 -6.456017e-02
[123,] 0.0441696990 0.9753407542 -3.657979e-02 0.0016788488 1.868667e-02
[124,] 0.0164879688 1.0859459693 -9.619617e-03 0.0033892063 -4.116024e-02
[125,] -0.0556936046 0.9270642399 2.794777e-02 -0.0080373217 8.291239e-02
[126,] -0.0581533129 0.9869923049 1.720317e-02 0.0518884514 5.836186e-02
[127,] -0.0135085123 0.9768804582 -3.075895e-02 0.0744788108 6.934798e-02
[128,] -0.0055377701 0.9584558308 1.059424e-01 0.0528065948 4.141780e-02
[129,] -0.0083628364 0.9706938700 5.632095e-02 -0.0492545939 -6.546432e-02
[130,] 0.1308436567 1.0503645205 6.296028e-03 -0.0337886725 -1.224255e-02
[131,] -0.0124491338 0.9149487149 4.939952e-02 0.0349333377 -6.854813e-02
[132,] 0.0641481260 0.9616950823 -5.731689e-02 0.1139900728 1.533315e-02
[133,] -0.0071573339 1.0273652063 -1.829916e-03 0.0333991171 6.540502e-02
[134,] 0.0101857967 0.9296501952 -6.468131e-02 -0.0810116129 -8.435665e-02
[135,] 0.0059945335 1.0949111051 1.920006e-02 -0.0587285992 -2.063838e-02
[136,] -0.0548312377 1.0465168603 9.566163e-02 -0.0105914762 4.899892e-02
[137,] -0.0304713105 1.0902928310 8.618565e-03 0.0233022574 1.784136e-01
[138,] 0.0538962754 1.0279059641 -4.890321e-02 -0.0766968133 -4.691122e-02
[139,] 0.0072891433 1.0198966653 -7.166324e-02 -0.0571109850 6.978465e-02
[140,] -0.0128642537 1.0362860999 -2.143125e-02 -0.0584680944 -4.048773e-02
[141,] 0.0146515473 1.0752932565 2.186236e-02 0.0939051924 3.407150e-02
[142,] 0.0104417030 1.0075202296 -4.011914e-02 -0.0110657734 4.858652e-02
[143,] -0.0700005702 0.9840688635 -7.526343e-02 0.0393048405 -4.302518e-02
[144,] -0.0070790340 0.9325232567 8.751798e-03 -0.0462869078 -5.855265e-02
[145,] -0.0188307080 1.0758111918 -4.177927e-02 -0.0044415628 -1.811536e-06
[146,] -0.0028216008 1.0057995402 5.544970e-02 -0.0541984740 2.319719e-02
[147,] 0.0313699754 1.0074726008 -1.049143e-01 0.1155228150 5.200887e-03
[148,] 0.0240660247 0.9570913886 1.543353e-02 0.0366434960 9.247778e-02
[149,] 0.0513185334 0.9570587223 1.604099e-02 -0.0097073972 3.196754e-02
[150,] 0.0495688098 0.9854911026 -1.982588e-02 -0.0738020973 -3.148871e-02
[151,] 0.0398046654 0.0334316714 9.909170e-01 -0.0163049360 -1.276736e-01
[152,] -0.0137107224 0.0169036138 8.935672e-01 0.0618010206 -3.808694e-02
[153,] -0.0213383285 0.0458114878 9.819743e-01 -0.0715632160 -5.026858e-02
[154,] 0.0426974003 0.0508245361 9.614764e-01 0.1260554399 1.775755e-01
[155,] -0.0630869674 0.0971272380 1.049589e+00 0.0616111956 -3.673585e-02
[156,] -0.0299477479 -0.0663940500 9.814119e-01 0.0294059677 -4.175226e-02
[157,] -0.1048281407 -0.0548191182 9.717122e-01 0.0887509541 -1.000299e-01
[158,] -0.0415339092 -0.0147161767 1.085791e+00 0.0370184263 -1.151609e-02
[159,] -0.0575816507 0.0313932184 1.123263e+00 0.0342619645 -5.357404e-02
[160,] -0.0185090765 -0.0033176865 9.681047e-01 0.0106354443 -8.224189e-02
[161,] 0.0097408891 0.1171005117 9.480997e-01 -0.0328843438 -1.043987e-01
[162,] 0.0337349947 0.0486138002 1.099927e+00 -0.0281121260 -6.106048e-02
[163,] 0.0783649246 0.1180732059 9.772000e-01 -0.0396191493 -2.858347e-02
[164,] -0.0232738787 -0.0171634183 1.002369e+00 0.1019181562 -5.228782e-02
[165,] 0.0362124710 -0.0848957675 1.046608e+00 -0.0785106898 -8.757757e-02
[166,] 0.0001683105 -0.0310444415 1.019639e+00 -0.0415613882 1.101156e-01
[167,] -0.1371096877 0.0549965304 9.959609e-01 -0.1017609451 3.720937e-02
[168,] -0.0236484461 -0.0629684971 9.817321e-01 -0.0237288626 -4.487111e-02
[169,] 0.0328024714 -0.0671457925 9.856384e-01 0.0022107246 4.496055e-02
[170,] 0.0884997592 0.0223549915 1.076919e+00 0.0225773105 1.194340e-01
[171,] 0.0014697645 -0.0794062299 1.021476e+00 -0.0207576374 4.021913e-02
[172,] 0.0141978851 0.0007573829 1.003206e+00 0.0865534641 9.477395e-02
[173,] 0.1108884539 -0.0250159865 1.067670e+00 -0.1189162516 4.858936e-02
[174,] -0.0132376421 0.0730642850 1.059882e+00 0.0868346731 -1.150084e-01
[175,] -0.0102470150 0.0189771034 8.966664e-01 0.0368515922 2.509983e-02
[176,] 0.0057488650 -0.0478865702 1.055478e+00 -0.0122925345 -1.942840e-02
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[178,] 0.0362882180 -0.0491311646 9.855140e-01 -0.0504209828 4.094433e-02
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[356,] 0.1062592826 1.374428e-02 -0.0374289677 0.0473083572 -2.706051e-05
[357,] 0.0585760244 -7.706364e-03 -0.0059380120 -0.0164946473 2.253697e-02
[358,] -0.1147012246 -2.920090e-02 0.0272173352 -0.0120285355 -3.546481e-02
[359,] -0.1060140504 3.475373e-02 -0.0035268220 0.0498078589 -2.723757e-04
[360,] -0.0571739160 3.903205e-02 0.0054476331 0.0376936199 7.255731e-03
[361,] 0.1600755765 2.289318e-02 -0.0015502685 0.0254069797 -2.296738e-02
[362,] -0.1977662666 -1.849885e-02 0.0021624592 -0.0156545714 4.565861e-02
[363,] 0.0495750430 2.401491e-03 0.0166625759 -0.0042178857 2.415914e-03
[364,] 0.0321264057 4.605336e-03 0.0044732841 -0.0097344737 3.901905e-02
[365,] -0.1545573561 2.311173e-02 -0.0151941310 0.0201935228 -2.869767e-02
[366,] -0.0197833723 2.098337e-02 -0.0487551826 -0.0031066395 -1.104172e-02
[367,] -0.0235727633 2.618952e-02 -0.0137162046 0.0444923909 -3.596434e-03
[368,] -0.1364827146 -3.699007e-02 -0.0454298041 0.0234510683 3.047090e-02
[369,] 0.1084557082 4.945403e-02 0.0046818783 0.0062956254 2.085175e-02
[370,] 0.0935910841 -3.601677e-02 0.0206887296 0.0433201835 -4.551877e-02
[371,] -0.0843790510 -7.603796e-04 -0.0168248706 0.0149688483 -5.391820e-03
[372,] -0.0812318797 1.307112e-02 0.0278271224 0.0096784843 -3.182478e-02
[373,] -0.0106814531 -2.860074e-02 0.0161754011 0.0188897585 1.064621e-02
[374,] -0.0856781738 1.212452e-02 -0.0196509511 0.0463405141 5.484082e-03
[375,] 0.0355978435 1.579685e-02 -0.0216285629 -0.0499464154 1.070993e-02
[376,] -0.0392763948 2.485377e-02 0.0152356517 -0.0405663913 7.775560e-03
[377,] -0.0677496622 2.176814e-02 0.0356262464 0.0325605741 1.216866e-02
[378,] -0.0139331377 3.938187e-02 0.0124911332 -0.0413973899 1.544255e-02
[379,] 0.1248947310 -2.413565e-02 -0.0458169927 -0.0079089825 2.297351e-02
[380,] -0.0004689831 -1.921746e-02 -0.0435426445 0.0379587529 -2.276022e-02
[381,] -0.1394274561 2.196045e-02 0.0397392552 0.0499965001 -4.067607e-02
[382,] -0.0405590730 -4.443038e-02 -0.0184388807 -0.0277006447 4.556514e-02
[383,] 0.0349418970 -2.216103e-02 -0.0039487525 -0.0063653849 -4.968947e-03
[384,] -0.0014128580 4.052594e-02 0.0304617527 -0.0338823130 -2.624221e-03
[385,] -0.0261848517 8.667874e-04 0.0253469449 0.0404893310 -1.580349e-02
[386,] 0.1043074829 1.436438e-02 -0.0476706655 0.0372943505 4.387362e-02
[387,] 0.1660588139 1.480069e-02 -0.0188686391 0.0265202699 1.991810e-03
[388,] -0.0128458944 -2.433348e-02 0.0209191419 0.0263261721 5.439920e-03
[389,] 0.0633331865 3.273530e-02 0.0132921960 0.0230562591 5.506059e-03
[390,] 0.1190919256 1.737027e-02 -0.0438043438 -0.0406419739 1.635948e-02
[391,] 0.1483126388 1.777814e-02 -0.0118670540 0.0050553276 -3.649771e-02
[392,] 0.0062783886 -3.829748e-02 -0.0036613010 0.0132766620 -4.021415e-02
[393,] -0.1653857670 -4.259649e-02 0.0235337969 0.0301680644 2.935387e-02
[394,] -0.1673289864 -4.152946e-02 -0.0347449370 0.0012456500 1.926508e-02
[395,] 0.0597606250 -5.538233e-03 -0.0078907607 -0.0274965316 3.892012e-02
[396,] -0.1685634087 3.646995e-02 -0.0315563183 0.0094058339 -4.395079e-02
[397,] -0.1160797922 3.808921e-02 0.0277972500 -0.0382484822 1.991437e-02
[398,] 0.1798943733 -3.679982e-02 0.0097690614 -0.0320870418 -1.272354e-02
[399,] 0.1216812830 -1.851270e-02 -0.0485483923 -0.0287758086 4.050193e-02
[400,] -0.0437675402 -4.070451e-03 0.0345688976 -0.0110781680 3.540825e-02
clust_diff_shapes() works
Code
clust_diff_shapes(n = 300, num_gau_clust = 4, num_non_gau_clust = 2,
clust_sd_gau = 0.05, clust_sd_non_gau = 0.1, num_dims = 7, a = 2, b = 4)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.064240596 -3.029001e-02 0.9878262109 1.0019603475 1.0303544716
[2,] 1.018875050 5.746857e-02 1.1400370982 0.9606533740 0.9462993817
[3,] 0.992292799 -1.558622e-02 0.9446827295 0.9474351009 0.9861666084
[4,] 0.923393696 8.786265e-03 1.0447180630 0.9934689463 0.9562982310
[5,] 1.019534151 -7.203514e-02 1.0402151405 0.9890627168 0.9610679802
[6,] 0.976776618 -5.004063e-02 0.9970291627 0.9669503992 0.9941837483
[7,] 1.148961970 -5.490543e-03 1.0239976742 1.0302401232 1.0174046838
[8,] 1.018104413 1.155893e-02 0.9485923267 1.0203299410 1.0088401015
[9,] 0.998910960 2.700506e-02 1.0437659042 1.0274065517 1.0172831652
[10,] 1.012690907 9.359796e-03 0.9390542095 1.0493576298 0.9983578209
[11,] 0.996382333 -1.794435e-02 1.0069756782 1.0809974346 1.0421497721
[12,] 0.974518984 -6.293476e-02 0.9585664104 0.9792442141 0.9671362477
[13,] 1.019005573 2.508501e-02 1.0081284114 1.0232940068 1.0943995987
[14,] 0.984418166 7.850385e-02 1.0338646303 1.0046997946 1.0491136114
[15,] 1.017046870 2.847716e-02 1.0526947845 1.0080229677 1.0238505011
[16,] 1.020397969 4.040263e-02 1.0506113735 0.9248879404 0.9340759418
[17,] 1.049006888 3.300531e-02 1.0842814429 1.0539979096 1.0055959978
[18,] 1.066875366 -2.484500e-02 0.9971751798 0.8657107958 1.0083108956
[19,] 0.950148980 -1.740868e-02 0.9434327273 0.9796921604 0.9237664473
[20,] 0.992438663 4.146446e-02 0.9780772280 1.0694048412 1.0502481247
[21,] 0.933618083 1.453406e-02 1.0903411412 0.9816196612 0.9906266722
[22,] 1.017382570 5.850721e-02 1.0034800095 0.9936509943 0.9270658638
[23,] 1.018612289 -6.346488e-02 0.9981698879 1.0009034067 0.9197748007
[24,] 1.005519074 1.368462e-02 1.0087584391 0.9495666616 0.9841753180
[25,] 1.006784814 4.016927e-03 1.0573456865 0.9977869295 1.0038148198
[26,] 0.956074595 6.587756e-02 0.9416884349 0.9802370517 0.9881707840
[27,] 1.062728980 2.323483e-02 0.9818352146 0.9991177661 0.9910086068
[28,] 0.990215162 4.023786e-02 0.9141592840 1.0433553989 1.0043055812
[29,] 0.955226389 -7.048070e-02 1.0294708627 1.0506698738 0.9717665920
[30,] 1.018130919 4.125534e-03 0.9905968116 1.0030178219 0.9531937076
[31,] 1.033394898 1.640820e-02 1.0530385340 0.9263474487 1.0113895858
[32,] 1.013544829 7.113662e-03 0.9719975279 0.9065007854 0.9911065102
[33,] 0.978769870 -4.095574e-02 1.1130664959 0.9448305836 1.0347719260
[34,] 0.989160924 -2.866340e-02 1.0820531079 0.9599975590 1.0352208162
[35,] 1.050015410 -1.764408e-02 0.9949447399 0.9234985356 0.9231185065
[36,] 1.027336129 9.754566e-02 1.0476367021 0.9594369268 1.0055878058
[37,] 0.956166376 8.289040e-02 1.0541729784 0.9745207564 1.0910376219
[38,] 0.968458179 -4.228563e-02 0.9445393306 0.9876947603 0.9646718234
[39,] 0.937503847 -4.462242e-02 0.9468548798 1.0554909590 1.0812420070
[40,] 1.095309062 5.021090e-02 0.9698821191 0.9932271237 0.9845405805
[41,] 1.063367075 -2.111408e-02 1.0043618660 1.0076720829 1.0491024716
[42,] 0.936650953 -4.440800e-02 0.9543507682 1.0244722072 0.9863985578
[43,] 1.040364057 -2.592817e-02 0.8559503755 0.9299562151 1.0890697558
[44,] 0.991113598 -1.402369e-02 0.9926064880 1.0139322112 1.0266465669
[45,] 1.054926921 -5.825633e-02 0.9624916598 0.9569804950 1.0286157870
[46,] 1.016496610 -2.664706e-02 0.9765299300 0.9948906941 1.0064847374
[47,] 1.035293299 6.359599e-02 1.0951455402 1.0491631902 0.9234487686
[48,] 1.125937962 -9.268763e-02 0.9367605982 1.0187123705 0.9875944545
[49,] 1.012076002 6.142306e-02 1.0710563835 0.9645273729 0.9527402665
[50,] 1.054386192 9.809635e-03 0.8372436194 0.8650994636 1.0433323037
[51,] 0.045865952 8.883875e-02 -0.0236451247 0.0193872358 1.0345690486
[52,] 0.036550779 3.215218e-02 0.0048060897 -0.0367330933 0.9718145066
[53,] 0.063053419 -7.004779e-03 -0.0467475723 0.0464604239 0.9486021444
[54,] -0.046914824 7.626436e-02 0.0531107139 0.0128953799 0.9905258669
[55,] 0.074675867 3.025862e-02 -0.0813784841 -0.0118009927 1.0282140093
[56,] -0.029399424 8.076702e-02 -0.0542481208 0.0182500727 1.0224348859
[57,] -0.082088953 -3.218875e-02 -0.0045643821 -0.0315152159 1.0699332484
[58,] 0.010164289 -1.209827e-01 -0.0429706575 0.0295370933 0.9558106574
[59,] 0.031545835 8.150367e-03 -0.0556780318 -0.0061641194 1.0483192088
[60,] -0.089336960 -5.072925e-02 -0.0115634945 -0.0020626369 0.9403779631
[61,] 0.005353741 3.081738e-02 -0.0388837013 -0.0877638081 0.9894714415
[62,] -0.075920748 -2.154313e-04 -0.0348315998 0.0659625556 1.0000467942
[63,] 0.039752711 -3.173606e-02 0.0064539572 -0.0017314808 0.9752919763
[64,] -0.067799725 -1.052470e-01 -0.0147385317 -0.0031736740 1.0332773144
[65,] 0.065098181 2.548023e-02 0.0260087702 0.1419415621 0.9973428908
[66,] -0.024991549 3.304580e-02 -0.0066744704 -0.0231321034 0.8751945015
[67,] -0.008699577 2.749928e-03 -0.0253400242 0.0579008297 0.9866540140
[68,] -0.051531219 -3.088456e-02 -0.0335232867 -0.0273078351 0.9387951899
[69,] -0.018948111 5.639473e-02 0.0320098039 -0.0456298930 1.0522514175
[70,] 0.044169699 -6.709795e-02 -0.0246592458 0.0620775555 0.9634202085
[71,] 0.016487969 4.307539e-02 0.0859459693 -0.0620913347 0.9903803826
[72,] -0.055693605 5.085669e-02 -0.0729357601 0.0186459479 1.0279477709
[73,] -0.058153313 4.273613e-03 -0.0130076951 -0.0274516445 1.0172031667
[74,] -0.013508512 1.391428e-02 -0.0231195418 0.0619814992 0.9692410456
[75,] -0.005537770 2.877952e-02 -0.0415441692 0.0540562963 1.1059423508
[76,] -0.008362836 -7.873384e-02 -0.0293061300 -0.1026435252 1.0563209527
[77,] 0.130843657 1.298987e-01 0.0503645205 -0.0487798390 1.0062960281
[78,] -0.012449134 -1.995495e-02 -0.0850512851 0.0347053323 1.0493995168
[79,] 0.064148126 -2.110099e-02 -0.0383049177 -0.0362418952 0.9426831130
[80,] -0.007157334 -1.036331e-01 0.0273652063 0.0271955710 0.9981700838
[81,] 0.010185797 9.061329e-03 -0.0703498048 0.0066141020 0.9353186919
[82,] 0.005994534 3.223819e-02 0.0949111051 -0.0348978369 1.0192000590
[83,] -0.054831238 -7.162386e-02 0.0465168603 0.0048052136 1.0956616337
[84,] -0.030471311 2.607411e-02 0.0902928310 0.0209295029 1.0086185646
[85,] 0.053896275 -3.098548e-02 0.0279059641 -0.0070208087 0.9510967925
[86,] 0.007289143 4.579244e-02 0.0198966653 -0.0621839030 0.9283367591
[87,] -0.012864254 4.455207e-02 0.0362860999 0.0312895627 0.9785687539
[88,] 0.014651547 1.950766e-02 0.0752932565 -0.0364688705 1.0218623574
[89,] 0.010441703 -2.841471e-02 0.0075202296 -0.0751465662 0.9598808600
[90,] -0.070000570 -6.056773e-02 -0.0159311365 -0.0988228513 0.9247365740
[91,] -0.007079034 -3.391997e-02 -0.0674767433 -0.0575803085 1.0087517980
[92,] -0.018830708 -2.614927e-02 0.0758111918 0.0582230660 0.9582207268
[93,] -0.002821601 6.578627e-02 0.0057995402 0.0021270344 1.0554496960
[94,] 0.031369975 -7.958574e-02 0.0074726008 -0.0134269623 0.8950856784
[95,] 0.024066025 6.911048e-02 -0.0429086114 0.0116013243 1.0154335256
[96,] 0.051318533 1.090302e-02 -0.0429412777 -0.0357589196 1.0160409855
[97,] 0.049568810 -1.928685e-02 -0.0145088974 0.0242790380 0.9801741249
[98,] -0.017840144 5.348010e-02 0.0495375812 0.0478880498 0.9913488762
[99,] -0.037574515 -3.711598e-02 -0.0573121953 0.0162611481 1.0309606354
[100,] -0.033661474 -5.402926e-02 0.0393801367 -0.0033921429 1.0086437045
[101,] 0.010320968 6.912864e-02 -0.0012907188 1.0574684521 0.0355811669
[102,] 0.001259680 -8.496133e-02 -0.0294737495 1.0329736827 -0.0525724729
[103,] -0.015001235 -2.252666e-02 -0.0481566670 0.9537133505 -0.0249564566
[104,] -0.130953851 -7.390976e-02 0.0060477288 0.9343911169 -0.0873567839
[105,] -0.013644478 -2.531599e-02 -0.0613982165 1.0019448508 -0.0346115910
[106,] 0.053846197 -2.492129e-02 -0.0351491663 0.9316290299 -0.0479847089
[107,] -0.095366078 5.982328e-02 -0.0512738703 1.0987452739 -0.0154242304
[108,] -0.108009644 5.467867e-03 -0.0178079659 1.0976863595 0.0081174076
[109,] 0.015871560 -6.194304e-02 0.0707938287 1.0954221327 0.0281124956
[110,] 0.023616750 -5.528384e-03 0.0734480879 1.0053010777 0.0653041038
[111,] 0.035486768 3.800962e-02 0.0153662134 1.0750704176 -0.0193948989
[112,] 0.026585118 6.379402e-02 0.0484461467 0.9827612227 0.0301770592
[113,] 0.012394845 -3.722099e-02 0.0729627738 1.0823018959 0.0001402588
[114,] 0.070753895 -8.850875e-02 -0.0242934743 0.9813268448 -0.1142580731
[115,] 0.011947896 -3.934935e-02 0.0114962021 1.0554785693 -0.0197070384
[116,] 0.084470774 -1.058472e-03 -0.0008221553 1.0079262878 0.0273353928
[117,] 0.055373978 -1.727467e-02 -0.0260505449 1.0566327808 0.0737497993
[118,] -0.025004467 -3.567227e-02 -0.0253180751 1.0371214636 0.0012248038
[119,] -0.037815282 -6.456017e-02 0.0294678472 1.0483696903 0.0118315709
[120,] 0.070560582 1.868667e-02 -0.0418094450 0.9550755302 0.0924070449
[121,] 0.053204854 -4.116024e-02 -0.0107532586 0.9091665892 -0.0110313684
[122,] -0.062389703 8.291239e-02 0.0176472137 0.9785486902 -0.0085391792
[123,] 0.020450508 5.836186e-02 0.0588407143 0.9506029162 0.0047907208
[124,] 0.006515197 6.934798e-02 0.0405514633 0.9691451724 -0.0027086083
[125,] 0.026798336 4.141780e-02 -0.0056986707 1.0649383407 0.0302401816
[126,] 0.034122991 -6.546432e-02 0.0416914207 0.9770004061 0.0109676925
[127,] -0.022302746 -1.224255e-02 0.0543043156 0.9947386420 0.0806334303
[128,] -0.046786574 -6.854813e-02 0.0238993704 1.0468938859 -0.0551889717
[129,] 0.050388224 1.533315e-02 0.1252148410 0.9704389882 -0.0004372904
[130,] 0.060399431 6.540502e-02 -0.0861517605 1.0328881580 -0.0117354268
[131,] 0.049194402 -8.435665e-02 0.0291906967 1.0337872596 -0.0345219198
[132,] -0.013676694 -2.063838e-02 0.0225058349 1.1634499849 -0.0036339875
[133,] -0.075047545 4.899892e-02 0.0032965422 1.0348127970 -0.0111106796
[134,] 0.008930212 1.784136e-01 0.0909889889 1.0009757282 -0.0610446266
[135,] -0.021882870 -4.691122e-02 0.0478140276 1.0161654156 -0.0655694064
[136,] -0.066826471 6.978465e-02 0.0297964696 1.0709972647 -0.0212986998
[137,] 0.031680588 -4.048773e-02 0.0178223757 1.0378631809 0.0381738676
[138,] 0.029341928 3.407150e-02 0.0088456820 0.9679459572 -0.0407823709
[139,] -0.055350980 4.858652e-02 0.0176415935 0.9557520228 -0.0229353087
[140,] -0.023143877 -4.302518e-02 -0.0514690571 0.9791244700 0.0013331492
[141,] -0.073795722 -5.855265e-02 -0.0175375648 0.8683172002 0.0076149381
[142,] 0.005632855 -1.811536e-06 0.0436012616 1.0085812667 0.0080371099
[143,] 0.045011143 2.319719e-02 -0.0021643047 1.0128481908 -0.0141440144
[144,] -0.084695723 5.200887e-03 -0.0626222650 0.9796358464 -0.0343942745
[145,] 0.024663892 9.247778e-02 -0.0595100526 1.0182236500 -0.0104914423
[146,] 0.018400954 3.196754e-02 0.0434399467 1.0462102469 0.0246661007
[147,] -0.011178146 -3.148871e-02 -0.0046278578 0.9672450413 0.0623777702
[148,] -0.085526163 -1.773538e-02 0.0610936800 1.0331705545 0.0641792094
[149,] 0.011276256 -1.550837e-02 -0.0146097465 0.9885743980 -0.0444822038
[150,] -0.027269451 5.148335e-03 -0.0026907982 0.9822180596 0.0048336262
[151,] -0.025133735 4.235378e-02 1.0460583160 1.0508714609 -0.0448891453
[152,] 0.065197720 8.093936e-02 0.9761508230 0.9868187317 -0.0662472260
[153,] -0.041769646 -5.532837e-02 0.9481995997 1.0662204890 -0.0734172544
[154,] 0.003064358 -4.568260e-02 1.0017083437 1.0415542675 -0.0664028835
[155,] -0.091488213 -1.226348e-02 0.9280450104 0.9680933474 0.0459073689
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[123,] 0.9937877100 -0.0427270511
[124,] 0.9653473084 -0.0467750075
[125,] 1.0379643796 -0.0736101846
[126,] 1.0506652916 -0.0314946729
[127,] 0.9611807800 -0.0537872534
[128,] 0.9614152302 -0.0118627202
[129,] 0.9202362523 0.0578859551
[130,] 1.0111652240 0.0299538949
[131,] 1.0098890271 -0.0274814577
[132,] 0.9704645288 0.0016122621
[133,] 0.9064141896 -0.0120593415
[134,] 1.0229600075 0.0477753356
[135,] 0.9488411519 0.0202982148
[136,] 1.0190206666 0.0418858731
[137,] 1.0654420854 0.0179023942
[138,] 0.9497388335 -0.0241294018
[139,] 0.9702455248 0.0459049019
[140,] 0.9741034566 0.0095376237
[141,] 0.9892780474 -0.0292846953
[142,] 1.0257332962 0.0085605270
[143,] 1.0100676663 -0.0002686145
[144,] 0.9287749122 0.0596362484
[145,] 0.9850893547 -0.0203346481
[146,] 0.9934107078 -0.0508310550
[147,] 1.0186380376 0.0122649406
[148,] 0.9428257077 0.0147856402
[149,] 1.0640212715 -0.0698468925
[150,] 0.9350165708 0.0569245206
[151,] -0.0321030296 0.8720441916
[152,] 0.0413239964 0.9748870399
[153,] -0.0154900790 0.9652928892
[154,] -0.0235732039 0.9650372014
[155,] 0.0714927987 0.9414420784
[156,] 0.1027193665 0.9080289124
[157,] -0.0265793872 1.0388679547
[158,] -0.0432502859 0.9182227836
[159,] 0.0832728564 0.9611616328
[160,] -0.0189999723 0.9799865052
[161,] 0.0019744348 1.0396156954
[162,] 0.0388403186 1.0221048325
[163,] 0.0163657743 1.0732107228
[164,] -0.0033659421 0.9786448881
[165,] -0.0152232521 0.9788042484
[166,] -0.0119679804 0.9661827269
[167,] 0.0640991243 0.9914100348
[168,] 0.0178967734 1.0277617677
[169,] 0.0026717910 1.0562615510
[170,] 0.0563919600 1.0033765646
[171,] 0.0499017066 1.0265079363
[172,] -0.0861113082 0.9225271962
[173,] 0.0462317388 1.0717758656
[174,] 0.0355506799 0.9892746869
[175,] -0.0120716941 0.9750308714
[176,] -0.1014445929 0.9990989138
[177,] 0.0007371534 1.0725382009
[178,] 0.0160452091 0.9565686074
[179,] 0.0037253682 1.0007228209
[180,] -0.0220138545 0.9733567732
[181,] 0.0194712994 1.0220703829
[182,] 0.0049171078 1.0157587674
[183,] -0.0178211495 0.9854018187
[184,] 0.0017256107 1.0201257449
[185,] -0.0682144882 0.9738127576
[186,] -0.0030500674 0.9632187747
[187,] 0.0002898123 0.9590759404
[188,] 0.0915321300 0.9933636055
[189,] -0.0159002543 1.1341490705
[190,] -0.0022963561 0.9770865716
[191,] -0.0094252199 1.0478920129
[192,] -0.0985314511 0.9652657505
[193,] -0.0072714390 1.0203586251
[194,] -0.0733518681 0.9945970156
[195,] -0.0601380523 0.9539214785
[196,] -0.0128249635 0.9923606735
[197,] 0.0625263926 0.9537451964
[198,] 0.0335184963 1.0769018806
[199,] -0.0617158705 1.0002825971
[200,] 0.0247192433 1.0792769422
[201,] 4.4088381863 0.0135565459
[202,] 4.5362496862 -0.0287837192
[203,] 3.8246614007 0.0165400697
[204,] 2.9918153147 -0.0178097751
[205,] 5.0447481400 -0.2413657337
[206,] 4.5940881432 -0.0202292867
[207,] 4.5612189033 -0.2535528982
[208,] 3.8977571887 0.1199521611
[209,] 3.1033609733 -0.1592324174
[210,] 4.6978062472 0.2112778602
[211,] 4.7018130487 0.1940940766
[212,] 3.2352417561 -0.0324318383
[213,] 4.0272477912 -0.1376724028
[214,] 5.1245385185 0.0279510380
[215,] 4.5136684926 0.0378620048
[216,] 4.0659986429 -0.0149541340
[217,] 4.0310688600 0.0653850168
[218,] 4.7635293744 -0.0886002133
[219,] 3.2805888279 0.0228886927
[220,] 3.4059205004 0.0134179708
[221,] 4.3969657028 0.1502644649
[222,] 3.0186233174 -0.0334180765
[223,] 5.1594327605 0.0328326769
[224,] 4.5014010090 -0.0366992151
[225,] 4.1775866555 -0.0655099466
[226,] 3.1592116108 -0.0109224357
[227,] 3.6814974016 -0.1429491181
[228,] 4.9205671369 0.0016285685
[229,] 3.8058491293 0.0201523400
[230,] 3.6684897994 0.0107020063
[231,] 5.0231344522 -0.0015757128
[232,] 3.1260426713 -0.1453722922
[233,] 4.5215377821 0.0337999628
[234,] 3.6006969546 -0.1181381422
[235,] 3.3858262552 -0.0053285944
[236,] 4.3306849667 0.0565067218
[237,] 4.8929122888 0.0111452617
[238,] 5.2334324946 0.0469570338
[239,] 4.3641872378 -0.0694617524
[240,] 3.2431011309 -0.0246201859
[241,] 4.2677529296 0.0277885563
[242,] 3.6323677105 0.1206805664
[243,] 4.6689159525 0.1293839859
[244,] 2.8697287953 -0.1366223201
[245,] 3.1397422249 -0.1140247580
[246,] 4.4731216873 0.1488774791
[247,] 3.2174175238 0.0797750371
[248,] 4.5537368695 -0.2127893607
[249,] 5.3556371769 -0.0634782370
[250,] 3.7423855869 -0.0837809616
[251,] 4.4088381863 4.4088381863
[252,] 4.5362496862 4.5362496862
[253,] 3.8246614007 3.8246614007
[254,] 2.9918153147 2.9918153147
[255,] 5.0447481400 5.0447481400
[256,] 4.5940881432 4.5940881432
[257,] 4.5612189033 4.5612189033
[258,] 3.8977571887 3.8977571887
[259,] 3.1033609733 3.1033609733
[260,] 4.6978062472 4.6978062472
[261,] 4.7018130487 4.7018130487
[262,] 3.2352417561 3.2352417561
[263,] 4.0272477912 4.0272477912
[264,] 5.1245385185 5.1245385185
[265,] 4.5136684926 4.5136684926
[266,] 4.0659986429 4.0659986429
[267,] 4.0310688600 4.0310688600
[268,] 4.7635293744 4.7635293744
[269,] 3.2805888279 3.2805888279
[270,] 3.4059205004 3.4059205004
[271,] 4.3969657028 4.3969657028
[272,] 3.0186233174 3.0186233174
[273,] 5.1594327605 5.1594327605
[274,] 4.5014010090 4.5014010090
[275,] 4.1775866555 4.1775866555
[276,] 3.1592116108 3.1592116108
[277,] 3.6814974016 3.6814974016
[278,] 4.9205671369 4.9205671369
[279,] 3.8058491293 3.8058491293
[280,] 3.6684897994 3.6684897994
[281,] 5.0231344522 5.0231344522
[282,] 3.1260426713 3.1260426713
[283,] 4.5215377821 4.5215377821
[284,] 3.6006969546 3.6006969546
[285,] 3.3858262552 3.3858262552
[286,] 4.3306849667 4.3306849667
[287,] 4.8929122888 4.8929122888
[288,] 5.2334324946 5.2334324946
[289,] 4.3641872378 4.3641872378
[290,] 3.2431011309 3.2431011309
[291,] 4.2677529296 4.2677529296
[292,] 3.6323677105 3.6323677105
[293,] 4.6689159525 4.6689159525
[294,] 2.8697287953 2.8697287953
[295,] 3.1397422249 3.1397422249
[296,] 4.4731216873 4.4731216873
[297,] 3.2174175238 3.2174175238
[298,] 4.5537368695 4.5537368695
[299,] 5.3556371769 5.3556371769
[300,] 3.7423855869 3.7423855869
clust_diff_shapes_pts() works
Code
clust_diff_shapes_pts(clust_size_vec = c(50, 50, 50, 50, 100, 100),
num_gau_clust = 4, num_non_gau_clust = 2, clust_sd_gau = 0.05,
clust_sd_non_gau = 0.1, num_dims = 7, a = 2, b = 4)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.064240596 -3.029001e-02 0.9878262109 1.001960348 1.0303544716
[2,] 1.018875050 5.746857e-02 1.1400370982 0.960653374 0.9462993817
[3,] 0.992292799 -1.558622e-02 0.9446827295 0.947435101 0.9861666084
[4,] 0.923393696 8.786265e-03 1.0447180630 0.993468946 0.9562982310
[5,] 1.019534151 -7.203514e-02 1.0402151405 0.989062717 0.9610679802
[6,] 0.976776618 -5.004063e-02 0.9970291627 0.966950399 0.9941837483
[7,] 1.148961970 -5.490543e-03 1.0239976742 1.030240123 1.0174046838
[8,] 1.018104413 1.155893e-02 0.9485923267 1.020329941 1.0088401015
[9,] 0.998910960 2.700506e-02 1.0437659042 1.027406552 1.0172831652
[10,] 1.012690907 9.359796e-03 0.9390542095 1.049357630 0.9983578209
[11,] 0.996382333 -1.794435e-02 1.0069756782 1.080997435 1.0421497721
[12,] 0.974518984 -6.293476e-02 0.9585664104 0.979244214 0.9671362477
[13,] 1.019005573 2.508501e-02 1.0081284114 1.023294007 1.0943995987
[14,] 0.984418166 7.850385e-02 1.0338646303 1.004699795 1.0491136114
[15,] 1.017046870 2.847716e-02 1.0526947845 1.008022968 1.0238505011
[16,] 1.020397969 4.040263e-02 1.0506113735 0.924887940 0.9340759418
[17,] 1.049006888 3.300531e-02 1.0842814429 1.053997910 1.0055959978
[18,] 1.066875366 -2.484500e-02 0.9971751798 0.865710796 1.0083108956
[19,] 0.950148980 -1.740868e-02 0.9434327273 0.979692160 0.9237664473
[20,] 0.992438663 4.146446e-02 0.9780772280 1.069404841 1.0502481247
[21,] 0.933618083 1.453406e-02 1.0903411412 0.981619661 0.9906266722
[22,] 1.017382570 5.850721e-02 1.0034800095 0.993650994 0.9270658638
[23,] 1.018612289 -6.346488e-02 0.9981698879 1.000903407 0.9197748007
[24,] 1.005519074 1.368462e-02 1.0087584391 0.949566662 0.9841753180
[25,] 1.006784814 4.016927e-03 1.0573456865 0.997786929 1.0038148198
[26,] 0.956074595 6.587756e-02 0.9416884349 0.980237052 0.9881707840
[27,] 1.062728980 2.323483e-02 0.9818352146 0.999117766 0.9910086068
[28,] 0.990215162 4.023786e-02 0.9141592840 1.043355399 1.0043055812
[29,] 0.955226389 -7.048070e-02 1.0294708627 1.050669874 0.9717665920
[30,] 1.018130919 4.125534e-03 0.9905968116 1.003017822 0.9531937076
[31,] 1.033394898 1.640820e-02 1.0530385340 0.926347449 1.0113895858
[32,] 1.013544829 7.113662e-03 0.9719975279 0.906500785 0.9911065102
[33,] 0.978769870 -4.095574e-02 1.1130664959 0.944830584 1.0347719260
[34,] 0.989160924 -2.866340e-02 1.0820531079 0.959997559 1.0352208162
[35,] 1.050015410 -1.764408e-02 0.9949447399 0.923498536 0.9231185065
[36,] 1.027336129 9.754566e-02 1.0476367021 0.959436927 1.0055878058
[37,] 0.956166376 8.289040e-02 1.0541729784 0.974520756 1.0910376219
[38,] 0.968458179 -4.228563e-02 0.9445393306 0.987694760 0.9646718234
[39,] 0.937503847 -4.462242e-02 0.9468548798 1.055490959 1.0812420070
[40,] 1.095309062 5.021090e-02 0.9698821191 0.993227124 0.9845405805
[41,] 1.063367075 -2.111408e-02 1.0043618660 1.007672083 1.0491024716
[42,] 0.936650953 -4.440800e-02 0.9543507682 1.024472207 0.9863985578
[43,] 1.040364057 -2.592817e-02 0.8559503755 0.929956215 1.0890697558
[44,] 0.991113598 -1.402369e-02 0.9926064880 1.013932211 1.0266465669
[45,] 1.054926921 -5.825633e-02 0.9624916598 0.956980495 1.0286157870
[46,] 1.016496610 -2.664706e-02 0.9765299300 0.994890694 1.0064847374
[47,] 1.035293299 6.359599e-02 1.0951455402 1.049163190 0.9234487686
[48,] 1.125937962 -9.268763e-02 0.9367605982 1.018712370 0.9875944545
[49,] 1.012076002 6.142306e-02 1.0710563835 0.964527373 0.9527402665
[50,] 1.054386192 9.809635e-03 0.8372436194 0.865099464 1.0433323037
[51,] 0.045865952 8.883875e-02 -0.0236451247 0.019387236 1.0345690486
[52,] 0.036550779 3.215218e-02 0.0048060897 -0.036733093 0.9718145066
[53,] 0.063053419 -7.004779e-03 -0.0467475723 0.046460424 0.9486021444
[54,] -0.046914824 7.626436e-02 0.0531107139 0.012895380 0.9905258669
[55,] 0.074675867 3.025862e-02 -0.0813784841 -0.011800993 1.0282140093
[56,] -0.029399424 8.076702e-02 -0.0542481208 0.018250073 1.0224348859
[57,] -0.082088953 -3.218875e-02 -0.0045643821 -0.031515216 1.0699332484
[58,] 0.010164289 -1.209827e-01 -0.0429706575 0.029537093 0.9558106574
[59,] 0.031545835 8.150367e-03 -0.0556780318 -0.006164119 1.0483192088
[60,] -0.089336960 -5.072925e-02 -0.0115634945 -0.002062637 0.9403779631
[61,] 0.005353741 3.081738e-02 -0.0388837013 -0.087763808 0.9894714415
[62,] -0.075920748 -2.154313e-04 -0.0348315998 0.065962556 1.0000467942
[63,] 0.039752711 -3.173606e-02 0.0064539572 -0.001731481 0.9752919763
[64,] -0.067799725 -1.052470e-01 -0.0147385317 -0.003173674 1.0332773144
[65,] 0.065098181 2.548023e-02 0.0260087702 0.141941562 0.9973428908
[66,] -0.024991549 3.304580e-02 -0.0066744704 -0.023132103 0.8751945015
[67,] -0.008699577 2.749928e-03 -0.0253400242 0.057900830 0.9866540140
[68,] -0.051531219 -3.088456e-02 -0.0335232867 -0.027307835 0.9387951899
[69,] -0.018948111 5.639473e-02 0.0320098039 -0.045629893 1.0522514175
[70,] 0.044169699 -6.709795e-02 -0.0246592458 0.062077555 0.9634202085
[71,] 0.016487969 4.307539e-02 0.0859459693 -0.062091335 0.9903803826
[72,] -0.055693605 5.085669e-02 -0.0729357601 0.018645948 1.0279477709
[73,] -0.058153313 4.273613e-03 -0.0130076951 -0.027451644 1.0172031667
[74,] -0.013508512 1.391428e-02 -0.0231195418 0.061981499 0.9692410456
[75,] -0.005537770 2.877952e-02 -0.0415441692 0.054056296 1.1059423508
[76,] -0.008362836 -7.873384e-02 -0.0293061300 -0.102643525 1.0563209527
[77,] 0.130843657 1.298987e-01 0.0503645205 -0.048779839 1.0062960281
[78,] -0.012449134 -1.995495e-02 -0.0850512851 0.034705332 1.0493995168
[79,] 0.064148126 -2.110099e-02 -0.0383049177 -0.036241895 0.9426831130
[80,] -0.007157334 -1.036331e-01 0.0273652063 0.027195571 0.9981700838
[81,] 0.010185797 9.061329e-03 -0.0703498048 0.006614102 0.9353186919
[82,] 0.005994534 3.223819e-02 0.0949111051 -0.034897837 1.0192000590
[83,] -0.054831238 -7.162386e-02 0.0465168603 0.004805214 1.0956616337
[84,] -0.030471311 2.607411e-02 0.0902928310 0.020929503 1.0086185646
[85,] 0.053896275 -3.098548e-02 0.0279059641 -0.007020809 0.9510967925
[86,] 0.007289143 4.579244e-02 0.0198966653 -0.062183903 0.9283367591
[87,] -0.012864254 4.455207e-02 0.0362860999 0.031289563 0.9785687539
[88,] 0.014651547 1.950766e-02 0.0752932565 -0.036468870 1.0218623574
[89,] 0.010441703 -2.841471e-02 0.0075202296 -0.075146566 0.9598808600
[90,] -0.070000570 -6.056773e-02 -0.0159311365 -0.098822851 0.9247365740
[91,] -0.007079034 -3.391997e-02 -0.0674767433 -0.057580308 1.0087517980
[92,] -0.018830708 -2.614927e-02 0.0758111918 0.058223066 0.9582207268
[93,] -0.002821601 6.578627e-02 0.0057995402 0.002127034 1.0554496960
[94,] 0.031369975 -7.958574e-02 0.0074726008 -0.013426962 0.8950856784
[95,] 0.024066025 6.911048e-02 -0.0429086114 0.011601324 1.0154335256
[96,] 0.051318533 1.090302e-02 -0.0429412777 -0.035758920 1.0160409855
[97,] 0.049568810 -1.928685e-02 -0.0145088974 0.024279038 0.9801741249
[98,] -0.017840144 5.348010e-02 0.0495375812 0.047888050 0.9913488762
[99,] -0.037574515 -3.711598e-02 -0.0573121953 0.016261148 1.0309606354
[100,] -0.033661474 -5.402926e-02 0.0393801367 -0.003392143 1.0086437045
[101,] 0.010320968 6.912864e-02 -0.0012907188 1.057468452 0.0355811669
[102,] 0.001259680 -8.496133e-02 -0.0294737495 1.032973683 -0.0525724729
[103,] -0.015001235 -2.252666e-02 -0.0481566670 0.953713350 -0.0249564566
[104,] -0.130953851 -7.390976e-02 0.0060477288 0.934391117 -0.0873567839
[105,] -0.013644478 -2.531599e-02 -0.0613982165 1.001944851 -0.0346115910
[106,] 0.053846197 -2.492129e-02 -0.0351491663 0.931629030 -0.0479847089
[107,] -0.095366078 5.982328e-02 -0.0512738703 1.098745274 -0.0154242304
[108,] -0.108009644 5.467867e-03 -0.0178079659 1.097686360 0.0081174076
[109,] 0.015871560 -6.194304e-02 0.0707938287 1.095422133 0.0281124956
[110,] 0.023616750 -5.528384e-03 0.0734480879 1.005301078 0.0653041038
[111,] 0.035486768 3.800962e-02 0.0153662134 1.075070418 -0.0193948989
[112,] 0.026585118 6.379402e-02 0.0484461467 0.982761223 0.0301770592
[113,] 0.012394845 -3.722099e-02 0.0729627738 1.082301896 0.0001402588
[114,] 0.070753895 -8.850875e-02 -0.0242934743 0.981326845 -0.1142580731
[115,] 0.011947896 -3.934935e-02 0.0114962021 1.055478569 -0.0197070384
[116,] 0.084470774 -1.058472e-03 -0.0008221553 1.007926288 0.0273353928
[117,] 0.055373978 -1.727467e-02 -0.0260505449 1.056632781 0.0737497993
[118,] -0.025004467 -3.567227e-02 -0.0253180751 1.037121464 0.0012248038
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[350,] 4.395833312 4.395833e+00 0.0566720984 4.395833312 -0.0536489549
[,6] [,7]
[1,] 1.0239356034 1.0569883750
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[4,] 1.0696281860 1.0850561605
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[10,] 0.9733816068 0.9791187314
[11,] 1.0035853299 1.0376890194
[12,] 1.0211504587 0.9509658751
[13,] 0.9733091166 1.0264624459
[14,] 0.9778258422 1.0246518189
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[16,] 1.0352994293 1.0150712955
[17,] 0.9546885465 0.9310521855
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[20,] 1.0554252647 0.9795593066
[21,] 1.0098863213 1.0404867680
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[23,] 1.0018442532 0.9646388137
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[39,] 1.0119842844 0.9300220227
[40,] 1.0565867802 1.0796169179
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[45,] 0.9952192985 0.9263375356
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[48,] 0.9845085544 0.9592048821
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[51,] 0.0366386790 0.9726617384
[52,] 0.0052424965 1.0349706476
[53,] 0.0456405149 1.0465242665
[54,] 0.0524021492 1.0386930950
[55,] 0.0135764592 1.0187138799
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[62,] 0.0226414428 0.9607682128
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[64,] 0.0477151938 1.0090345552
[65,] 0.0029540332 0.9542059621
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[71,] -0.0075002142 1.0033892063
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[118,] 0.9402336454 -0.0164581286
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[121,] 1.0459426891 0.0678368918
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[123,] 0.9937877100 -0.0427270511
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[129,] 0.9202362523 0.0578859551
[130,] 1.0111652240 0.0299538949
[131,] 1.0098890271 -0.0274814577
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[133,] 0.9064141896 -0.0120593415
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[135,] 0.9488411519 0.0202982148
[136,] 1.0190206666 0.0418858731
[137,] 1.0654420854 0.0179023942
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[196,] -0.0128249635 0.9923606735
[197,] 0.0625263926 0.9537451964
[198,] 0.0335184963 1.0769018806
[199,] -0.0617158705 1.0002825971
[200,] 0.0247192433 1.0792769422
[201,] 4.4734399958 0.1169057842
[202,] 4.6316550321 -0.0054515079
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[217,] 4.0240030612 0.0747552456
[218,] 4.3900250564 -0.0967514002
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[226,] 3.6196944223 -0.1134420922
[227,] 3.2079245762 0.0143754969
[228,] 4.5200614556 0.0020732853
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[232,] 3.3184178117 -0.0494592751
[233,] 4.9760697695 -0.2063375328
[234,] 3.6572865212 -0.0522017848
[235,] 3.6885129855 -0.1943019661
[236,] 4.2893937710 -0.1146390182
[237,] 4.2086752249 0.0848219034
[238,] 5.0724622753 -0.1309883978
[239,] 4.7646322793 0.0563880080
[240,] 2.9686169023 0.1837894671
[241,] 4.2013908555 0.0119659601
[242,] 3.6864108514 0.0143994231
[243,] 4.6271669831 0.2178575281
[244,] 2.8037856329 0.0695886465
[245,] 3.2238189880 -0.0037588272
[246,] 4.7681692463 -0.0293775574
[247,] 2.6616813459 -0.0871904123
[248,] 4.6378694372 0.1621164547
[249,] 4.3256274435 0.1065080553
[250,] 3.8287091216 -0.0941529483
[251,] 3.6016525196 0.1149203830
[252,] 3.6880928786 -0.0309004797
[253,] 3.0183778244 -0.0103534875
[254,] 4.8008080041 0.0328116447
[255,] 3.5616865872 -0.0469394847
[256,] 3.4417660335 -0.0889402511
[257,] 4.4474738170 0.0995926896
[258,] 3.4909822688 0.0803713588
[259,] 3.6255725404 0.0999099661
[260,] 2.9369864177 0.1183869523
[261,] 3.3184174706 0.2217082758
[262,] 3.8171346594 0.1511065004
[263,] 3.4540712159 -0.0929787746
[264,] 3.6227640680 -0.1069143762
[265,] 4.0951225393 -0.1351552435
[266,] 4.8401507648 0.0541747317
[267,] 4.6474636324 0.1011740808
[268,] 3.3750123492 0.1549216253
[269,] 3.2779041327 -0.1580965760
[270,] 2.9610356797 -0.1660617382
[271,] 4.4150779011 -0.1088296819
[272,] 3.4201890581 -0.0298889173
[273,] 3.7964903885 -0.0126766203
[274,] 3.7391212383 -0.1753998081
[275,] 4.1800590997 -0.1360952256
[276,] 2.8137942287 0.1719019570
[277,] 4.5507019966 0.1493271449
[278,] 3.1695400877 -0.0484194469
[279,] 3.6078881594 -0.1013879801
[280,] 4.4059931526 -0.0324122464
[281,] 4.1356512909 -0.2736816803
[282,] 3.9715383659 0.0465919654
[283,] 4.4438130779 -0.0254104587
[284,] 4.3192645222 0.0619268358
[285,] 3.9522239113 0.0461339462
[286,] 3.5807971064 0.0047275051
[287,] 3.2003914797 0.0579949415
[288,] 5.2508734365 0.0049213360
[289,] 4.6935734679 0.0415307991
[290,] 3.0164691818 0.1199100426
[291,] 3.7895477086 0.1312213806
[292,] 5.1027397680 0.0910895959
[293,] 3.9500344914 0.1359021124
[294,] 4.7092458786 -0.0827591418
[295,] 4.7317043441 -0.0837810035
[296,] 4.5060098092 0.2281103452
[297,] 3.5478106933 -0.0636374315
[298,] 2.8908538000 0.1173788083
[299,] 4.4376121185 -0.0235548618
[300,] 4.5007766406 -0.0374395197
[301,] 3.9043419567 3.9043419567
[302,] 3.9059549538 3.9059549538
[303,] 3.7352496139 3.7352496139
[304,] 3.5360264927 3.5360264927
[305,] 3.3839037823 3.3839037823
[306,] 3.0845709246 3.0845709246
[307,] 3.5758874879 3.5758874879
[308,] 4.5557181069 4.5557181069
[309,] 3.8087703068 3.8087703068
[310,] 3.3583519604 3.3583519604
[311,] 4.0935356365 4.0935356365
[312,] 4.7948028998 4.7948028998
[313,] 4.0606978793 4.0606978793
[314,] 4.0664822831 4.0664822831
[315,] 4.8194651794 4.8194651794
[316,] 4.7472940115 4.7472940115
[317,] 4.5988899067 4.5988899067
[318,] 3.1921180638 3.1921180638
[319,] 2.9163488030 2.9163488030
[320,] 3.9131882345 3.9131882345
[321,] 4.7763231619 4.7763231619
[322,] 5.1617109751 5.1617109751
[323,] 4.8179857965 4.8179857965
[324,] 4.4009971994 4.4009971994
[325,] 3.3107800728 3.3107800728
[326,] 4.1414892004 4.1414892004
[327,] 3.0678387535 3.0678387535
[328,] 3.7569843288 3.7569843288
[329,] 2.9762024278 2.9762024278
[330,] 3.4092487084 3.4092487084
[331,] 4.5600868215 4.5600868215
[332,] 2.9151878049 2.9151878049
[333,] 4.7081448421 4.7081448421
[334,] 4.9369705222 4.9369705222
[335,] 3.3400580313 3.3400580313
[336,] 3.2892084455 3.2892084455
[337,] 3.8847808608 3.8847808608
[338,] 2.9891385454 2.9891385454
[339,] 4.3372577190 4.3372577190
[340,] 3.2840039539 3.2840039539
[341,] 4.1841335595 4.1841335595
[342,] 4.5394065749 4.5394065749
[343,] 4.1279971386 4.1279971386
[344,] 5.3093702990 5.3093702990
[345,] 3.3637968586 3.3637968586
[346,] 3.2479380029 3.2479380029
[347,] 4.0957828466 4.0957828466
[348,] 3.5688033677 3.5688033677
[349,] 4.0259779194 4.0259779194
[350,] 4.3958333119 4.3958333119
gau_curvy_clust_bkg() works
Code
gau_curvy_clust_bkg(n = 260, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 9.846453 11.016369 9.961072 -9.997823 -3.096397e-02 -4.239841e-03
[2,] 10.396622 10.905709 9.986655 -10.010238 -3.713657e-03 -2.394034e-02
[3,] 10.776010 10.519622 9.970953 -9.973199 3.178552e-02 -3.145418e-03
[4,] 10.684023 10.702007 10.014591 -10.006150 2.245714e-02 2.163410e-02
[5,] 10.897705 10.382490 10.055062 -9.993030 3.596595e-02 2.126563e-03
[6,] 10.016122 10.973879 10.023213 -9.983804 4.486436e-02 -2.195558e-02
[7,] 9.858173 10.977802 9.974878 -9.988007 3.970906e-03 -3.284489e-03
[8,] 10.563913 10.815919 10.013270 -10.048244 -3.710219e-02 -4.787364e-02
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[10,] 10.420490 10.899613 9.964703 -10.005582 2.193383e-02 1.139702e-02
[11,] 10.602043 10.786169 10.011028 -10.004579 5.885119e-03 1.521704e-02
[12,] 10.622220 10.807084 10.005676 -9.954982 -3.188463e-02 -2.190798e-02
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[41,] 9.831521 11.022354 10.013169 -10.007811 -9.277405e-03 -3.596430e-03
[42,] 10.809884 10.595253 9.977974 -9.978268 3.195501e-02 -4.273322e-02
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[66,] 10.297197 10.913404 9.952545 -9.996691 3.684505e-02 -3.357234e-03
[67,] 10.129073 10.965829 10.038280 -9.987732 -4.847520e-02 5.549375e-04
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[80,] 10.834454 10.498831 10.011282 -9.962293 2.875965e-02 -4.289947e-02
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[201,] 11.127900 10.821756 9.963086 -10.036802 4.099398e-02 3.236524e-03
[202,] 11.147574 11.249276 10.055173 -10.065842 1.761458e-02 -2.683606e-03
[203,] 11.449759 11.314139 9.948151 -9.942956 4.481736e-02 3.180316e-02
[204,] 9.992285 10.704992 9.968762 -9.908936 -4.801782e-02 -1.196132e-02
[205,] 10.895347 10.536470 10.059851 -9.974706 -4.791488e-02 -3.349630e-03
[206,] 11.399412 10.963579 9.957779 -10.004796 -4.679056e-02 -9.458663e-03
[207,] 11.091356 10.368604 10.060827 -10.094555 -3.678429e-03 4.785613e-02
[208,] 11.384126 11.001080 9.996351 -10.003883 2.845056e-02 4.000756e-02
[209,] 10.885276 9.552857 10.111643 -9.931968 -2.379404e-02 2.342327e-02
[210,] 10.143388 11.005289 9.967574 -9.984764 3.424222e-02 1.398042e-02
[211,] 11.282053 10.541823 9.943186 -10.085421 2.458123e-02 7.630326e-03
[212,] 11.489756 11.337627 10.000957 -10.034113 -3.856414e-02 2.130766e-03
[213,] 10.903647 10.667568 10.109587 -9.992615 2.316987e-02 1.424578e-02
[214,] 10.925139 10.332689 10.046627 -10.094915 -3.928309e-02 3.703061e-02
[215,] 11.349580 10.955231 10.055348 -9.970957 3.849106e-02 -4.368189e-02
[216,] 11.235282 10.956690 9.954169 -9.964776 1.099428e-03 3.408686e-02
[217,] 10.815925 10.784751 10.021680 -10.015650 4.839619e-02 1.782028e-03
[218,] 10.361594 10.939693 9.928442 -10.054242 3.353079e-02 -4.574857e-02
[219,] 10.711732 10.714057 10.029612 -9.981000 1.667827e-02 3.758198e-02
[220,] 11.209325 10.919599 9.986453 -9.984379 -8.944256e-04 3.224220e-02
[221,] 11.198686 11.239096 9.994935 -9.987945 -3.905501e-02 3.329519e-02
[222,] 11.050374 10.955893 10.048863 -9.960476 -3.480769e-02 2.614621e-02
[223,] 10.679483 11.069664 10.032380 -10.006395 3.309222e-02 -1.047185e-02
[224,] 11.185997 10.880350 9.980936 -9.914901 9.116598e-03 -9.539057e-03
[225,] 11.413205 10.920106 10.046525 -9.977550 2.761087e-03 -3.582947e-02
[226,] 10.926216 11.287044 10.013370 -9.985761 -4.342722e-02 -4.787654e-02
[227,] 11.187819 11.077387 9.946153 -10.003337 1.726424e-02 3.923594e-02
[228,] 10.988564 11.044168 10.036306 -10.075100 2.655819e-02 5.881421e-04
[229,] 10.690950 11.056312 10.056088 -10.049332 -2.533096e-02 3.738044e-02
[230,] 10.870600 10.287269 9.963173 -9.996480 -1.636529e-02 1.258585e-02
[231,] 11.199869 11.580333 10.019246 -9.995882 2.224537e-03 1.155495e-02
[232,] 10.957192 10.602456 10.036999 -10.057536 -1.341185e-02 2.969666e-03
[233,] 10.677930 11.439197 10.085815 -9.951871 -1.857520e-02 -3.450479e-02
[234,] 11.201858 12.247758 10.033199 -10.020902 -4.569429e-02 -1.701318e-02
[235,] 10.790123 10.795685 9.924207 -10.163125 4.582746e-02 -1.606255e-03
[236,] 11.442004 12.152473 9.953011 -9.986946 -3.455254e-02 1.515195e-02
[237,] 11.378220 11.649462 9.992031 -10.104044 2.582430e-02 1.504552e-02
[238,] 10.504859 11.769957 9.981797 -10.040375 1.039657e-02 3.916970e-03
[239,] 11.071718 11.236731 9.951781 -10.036988 -1.376949e-02 3.101151e-02
[240,] 11.846862 10.660172 9.979763 -10.033948 -4.073165e-02 -1.392381e-02
[241,] 10.914776 11.173679 9.919458 -10.005197 4.847071e-02 9.808695e-03
[242,] 10.574484 10.580905 10.010559 -9.992383 -2.970373e-02 1.376565e-03
[243,] 11.348679 10.188652 9.997359 -10.047783 6.991699e-05 -4.721620e-02
[244,] 11.104210 10.958888 10.063290 -9.923985 2.383065e-02 -4.137618e-02
[245,] 10.866532 11.447779 10.000931 -9.953865 -4.223552e-02 -1.398072e-02
[246,] 10.622859 10.818731 10.032168 -10.033721 1.261618e-02 -2.432093e-03
[247,] 10.729412 10.731525 10.024249 -10.005528 4.623033e-02 2.182356e-02
[248,] 10.294852 10.716582 10.099526 -10.018573 -2.674662e-02 2.312348e-04
[249,] 11.282846 10.744104 10.012197 -9.966334 4.767000e-02 4.676903e-02
[250,] 10.125591 11.402988 9.987805 -10.068879 -2.139238e-02 4.664230e-02
[251,] 10.742177 10.266916 10.052104 -10.091141 6.776200e-03 1.697943e-02
[252,] 10.595507 10.744862 10.052620 -10.009603 2.578724e-02 -1.247595e-02
[253,] 11.264110 11.740920 9.964913 -9.973984 4.627391e-02 1.270305e-02
[254,] 11.604960 11.513132 9.893986 -9.983949 4.988278e-03 -1.831584e-03
[255,] 10.576315 11.824407 10.088085 -9.977815 1.933860e-02 2.295712e-02
[256,] 10.644852 10.599814 10.008768 -9.992472 -2.677462e-02 -7.475937e-03
[257,] 10.350479 9.899873 9.984222 -9.986064 -1.975191e-02 2.954348e-02
[258,] 10.609572 11.087374 9.964973 -9.965358 4.798282e-02 -4.756168e-02
[259,] 10.925310 10.731589 10.022440 -9.963521 -7.112537e-03 1.390950e-02
[260,] 12.194060 11.228641 9.969818 -9.942312 8.021953e-03 -5.781383e-03
one_doublet() works
Code
one_doublet(n = 220, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 0.065888271 9.073124e-01 0.0187123705 -1.549145e-02 -3.337082e-02
[2,] -0.032107932 1.061423e+00 -0.0354726271 -5.614422e-02 -1.450514e-02
[3,] -0.064602817 1.009810e+00 -0.1349005364 -8.438902e-02 -4.277526e-02
[4,] 0.064240596 9.878262e-01 0.0303544716 5.698837e-02 -2.957142e-02
[5,] 0.018875050 1.140037e+00 -0.0537006183 5.193249e-02 1.864701e-02
[6,] -0.007707201 9.446827e-01 -0.0138333916 -9.697289e-02 5.865818e-03
[7,] -0.076606304 1.044718e+00 -0.0437017690 8.505616e-02 -9.092460e-03
[8,] 0.019534151 1.040215e+00 -0.0389320198 -1.952030e-02 -1.464067e-02
[9,] -0.023223382 9.970292e-01 -0.0058162517 -2.621230e-03 6.559555e-04
[10,] 0.148961970 1.023998e+00 0.0174046838 1.335557e-02 9.123974e-04
[11,] 0.018104413 9.485923e-01 0.0088401015 -2.553206e-02 1.988204e-02
[12,] -0.001089040 1.043766e+00 0.0172831652 -1.409547e-02 2.317451e-02
[13,] 0.012690907 9.390542e-01 -0.0016421791 -2.088127e-02 1.936986e-02
[14,] -0.003617667 1.006976e+00 0.0421497721 3.768902e-02 1.021051e-02
[15,] -0.025481016 9.585664e-01 -0.0328637523 -4.903412e-02 -2.221891e-02
[16,] 0.019005573 1.008128e+00 0.0943995987 2.646245e-02 -1.553250e-02
[17,] -0.015581834 1.033865e+00 0.0491136114 2.465182e-02 2.984757e-02
[18,] 0.017046870 1.052695e+00 0.0238505011 -6.281165e-02 3.411384e-03
[19,] 0.020397969 1.050611e+00 -0.0659240582 1.507130e-02 8.514175e-03
[20,] 0.049006888 1.084281e+00 0.0055959978 -6.894781e-02 2.402575e-02
[21,] 0.066875366 9.971752e-01 0.0083108956 -5.468957e-02 -1.379349e-02
[22,] -0.049851020 9.434327e-01 -0.0762335527 -2.303451e-02 -1.567895e-02
[23,] -0.007561337 9.780772e-01 0.0502481247 -2.044069e-02 -3.803652e-02
[24,] -0.066381917 1.090341e+00 -0.0093733278 4.048677e-02 1.626677e-02
[25,] 0.017382570 1.003480e+00 -0.0729341362 1.017608e-02 -2.913256e-02
[26,] 0.018612289 9.981699e-01 -0.0802251993 -3.536119e-02 -3.116542e-02
[27,] 0.005519074 1.008758e+00 -0.0158246820 -8.327290e-02 4.537057e-03
[28,] 0.006784814 1.057346e+00 0.0038148198 6.011467e-02 -2.753074e-02
[29,] -0.043925405 9.416884e-01 -0.0118292160 2.963302e-02 -2.978112e-02
[30,] 0.062728980 9.818352e-01 -0.0089913932 1.605126e-02 3.389820e-02
[31,] -0.009784838 9.141593e-01 0.0043055812 -3.160301e-02 -3.612796e-02
[32,] -0.044773611 1.029471e+00 -0.0282334080 1.547379e-03 -5.702680e-03
[33,] 0.018130919 9.905968e-01 -0.0468062924 7.535034e-03 -1.836704e-02
[34,] 0.033394898 1.053039e+00 0.0113895858 8.819393e-02 -4.548412e-02
[35,] 0.013544829 9.719975e-01 -0.0088934898 5.990200e-02 -4.938652e-02
[36,] -0.021230130 1.113066e+00 0.0347719260 -7.743229e-02 6.767121e-03
[37,] -0.010839076 1.082053e+00 0.0352208162 2.389953e-02 4.575589e-02
[38,] 0.050015410 9.949447e-01 -0.0768814935 2.608076e-02 3.026242e-02
[39,] 0.027336129 1.047637e+00 0.0055878058 -7.114651e-02 -2.203272e-02
[40,] -0.043833624 1.054173e+00 0.0910376219 -2.791494e-02 -2.572107e-02
[41,] -0.031541821 9.445393e-01 -0.0353281766 2.508600e-02 -1.736868e-02
[42,] -0.062496153 9.468549e-01 0.0812420070 -6.997798e-02 -8.254937e-03
[43,] 0.095309062 9.698821e-01 -0.0154594195 7.961692e-02 -2.628355e-03
[44,] 0.063367075 1.004362e+00 0.0491024716 -2.877822e-02 1.052407e-02
[45,] -0.063349047 9.543508e-01 -0.0136014422 -6.680462e-02 -4.656037e-02
[46,] 0.040364057 8.559504e-01 0.0890697558 -7.736855e-02 2.746602e-02
[47,] -0.008886402 9.926065e-01 0.0266465669 -7.096045e-02 -3.305347e-02
[48,] 0.054926921 9.624917e-01 0.0286157870 -7.366246e-02 2.058071e-02
[49,] 0.016496610 9.765299e-01 0.0064847374 3.390017e-02 -2.243888e-02
[50,] 0.035293299 1.095146e+00 -0.0765512314 -3.121598e-03 4.207739e-02
[51,] 0.125937962 9.367606e-01 -0.0124055455 -4.079512e-02 -1.392473e-02
[52,] 0.012076002 1.071056e+00 -0.0472597335 -4.295498e-02 -2.141981e-02
[53,] 0.054386192 8.372436e-01 0.0433323037 -5.750253e-02 -7.021189e-03
[54,] -0.030290007 1.001960e+00 0.0239356034 4.586595e-02 4.598387e-02
[55,] 0.057468567 9.606534e-01 -0.0163041911 3.655078e-02 -1.378928e-02
[56,] -0.015586220 9.474351e-01 0.0121582302 6.305342e-02 1.969493e-02
[57,] 0.008786265 9.934689e-01 0.0696281860 -4.691482e-02 3.483497e-02
[58,] -0.072035141 9.890627e-01 -0.0245229880 7.467587e-02 2.907384e-02
[59,] -0.050040634 9.669504e-01 -0.0099473054 -2.939942e-02 1.371125e-02
[60,] -0.005490543 1.030240e+00 -0.0399240504 -8.208895e-02 -2.013265e-02
[61,] 0.011558931 1.020330e+00 -0.0384127135 1.016429e-02 -3.084027e-02
[62,] 0.027005055 1.027407e+00 -0.0065132102 3.154583e-02 -3.868453e-02
[63,] 0.009359796 1.049358e+00 -0.0266183932 -8.933696e-02 1.726326e-03
[64,] -0.017944350 1.080997e+00 0.0035853299 5.353741e-03 3.016054e-02
[65,] -0.062934762 9.792442e-01 0.0211504587 -7.592075e-02 3.947962e-02
[66,] 0.025085012 1.023294e+00 -0.0266908834 3.975271e-02 2.612400e-02
[67,] 0.078503853 1.004700e+00 -0.0221741578 -6.779972e-02 3.830163e-02
[68,] 0.028477159 1.008023e+00 0.0444402861 6.509818e-02 4.030351e-02
[69,] 0.040402634 9.248879e-01 0.0352994293 -2.499155e-02 -3.075214e-02
[70,] 0.033005308 1.053998e+00 -0.0453114535 -8.699577e-03 2.825564e-02
[71,] -0.024844999 8.657108e-01 -0.0183319977 -5.153122e-02 3.687231e-03
[72,] -0.017408675 9.796922e-01 -0.0943852023 -1.894811e-02 5.937318e-03
[73,] 0.041464455 1.069405e+00 0.0554252647 4.416970e-02 -3.891223e-02
[74,] 0.014534056 9.816197e-01 0.0098863213 1.648797e-02 -4.915326e-02
[75,] 0.058507211 9.936510e-01 -0.0484310271 -5.569360e-02 1.149312e-02
[76,] -0.063464884 1.000903e+00 0.0018442532 -5.815331e-02 -1.708466e-02
[77,] 0.013684615 9.495667e-01 -0.0522538698 -1.350851e-02 2.145910e-03
[78,] 0.004016927 9.977869e-01 0.0363173740 -5.537770e-03 -2.224431e-02
[79,] 0.065877559 9.802371e-01 -0.0539093277 -8.362836e-03 -3.747981e-02
[80,] 0.023234826 9.991178e-01 -0.1121298093 1.308437e-01 -2.936580e-02
[81,] 0.040237859 1.043355e+00 0.0061528767 -1.244913e-02 -2.452042e-02
[82,] -0.070480701 1.050670e+00 -0.0110237884 6.414813e-02 -1.861751e-02
[83,] 0.004125534 1.003018e+00 0.0265046896 -7.157334e-03 3.227076e-02
[84,] 0.016408201 9.263474e-01 -0.0425898773 1.018580e-02 1.698146e-02
[85,] 0.007113662 9.065008e-01 0.0734217297 5.994534e-03 4.052699e-02
[86,] -0.040955739 9.448306e-01 -0.0083939307 -5.483124e-02 -9.298904e-03
[87,] -0.028663401 9.599976e-01 -0.0418014384 -3.047131e-02 -1.551375e-03
[88,] -0.017644080 9.234985e-01 0.0145909836 5.389628e-02 -1.099064e-02
[89,] 0.097545665 9.594369e-01 0.0517393194 7.289143e-03 4.142531e-02
[90,] 0.082890403 9.745208e-01 0.0140645506 -1.286425e-02 -2.446827e-02
[91,] -0.042285633 9.876948e-01 -0.0021576581 1.465155e-02 -4.758606e-02
[92,] -0.044622416 1.055491e+00 0.0119842844 1.044170e-02 -4.651402e-04
[93,] 0.050210902 9.932271e-01 0.0565867802 -7.000057e-02 -4.746333e-02
[94,] -0.021114078 1.007672e+00 -0.0177080151 -7.079034e-03 3.040590e-02
[95,] -0.044408000 1.024472e+00 -0.0178308096 -1.883071e-02 -4.718330e-02
[96,] -0.025928167 9.299562e-01 -0.0170835878 -2.821601e-03 1.494812e-02
[97,] -0.014023689 1.013932e+00 -0.0151485451 3.136998e-02 -4.221738e-03
[98,] -0.058256327 9.569805e-01 -0.0047807015 2.406602e-02 3.731033e-02
[99,] -0.026647061 9.948907e-01 0.0045720577 5.131853e-02 -4.333750e-02
[100,] 0.063595993 1.049163e+00 -0.0350863275 4.956881e-02 -5.679760e-03
[101,] 0.982159856 4.953758e-02 -0.0086511238 3.483191e-02 1.348684e-02
[102,] 0.962425485 -5.731220e-02 0.0309606354 7.937674e-02 1.485019e-02
[103,] 0.966338526 3.938014e-02 0.0086437045 3.979959e-02 -4.501220e-02
[104,] 1.088838749 1.938724e-02 0.0366386790 1.032097e-02 1.433110e-02
[105,] 1.032152182 -3.673309e-02 0.0052424965 1.259680e-03 1.455981e-02
[106,] 0.992995221 4.646042e-02 0.0456405149 -1.500124e-02 -3.729943e-02
[107,] 1.076264363 1.289538e-02 0.0524021492 -1.309539e-01 -3.664081e-02
[108,] 1.030258623 -1.180099e-02 0.0135764592 -1.364448e-02 -4.065603e-02
[109,] 1.080767019 1.825007e-02 0.0843572643 5.384620e-02 -6.297873e-03
[110,] 0.967811247 -3.151522e-02 0.0021911341 -9.536608e-02 -4.625811e-02
[111,] 0.879017337 2.953709e-02 0.0854777401 -1.080096e-01 -3.713206e-02
[112,] 1.008150367 -6.164119e-03 0.0203360159 1.587156e-02 1.392627e-02
[113,] 0.949270748 -2.062637e-03 -0.1124102356 2.361675e-02 -2.710864e-02
[114,] 1.030817384 -8.776381e-02 0.0405605506 3.548677e-02 -1.909521e-02
[115,] 0.999784569 6.596256e-02 0.0226414428 2.658512e-02 -3.333264e-02
[116,] 0.968263943 -1.731481e-03 0.0454434408 1.239484e-02 -2.350889e-02
[117,] 0.894752950 -3.173674e-03 0.0477151938 7.075390e-02 3.155377e-02
[118,] 1.025480229 1.419416e-01 0.0029540332 1.194790e-02 2.224099e-02
[119,] 1.033045797 -2.313210e-02 0.0796736358 8.447077e-02 4.653660e-02
[120,] 1.002749928 5.790083e-02 0.0636535924 5.537398e-02 3.230525e-02
[121,] 0.969115444 -2.730784e-02 0.0321791773 -2.500447e-02 1.660479e-02
[122,] 1.056394725 -4.562989e-02 -0.0435316690 -3.781528e-02 2.903426e-03
[123,] 0.932902050 6.207756e-02 -0.0172178546 7.056058e-02 3.384094e-02
[124,] 1.043075394 -6.209133e-02 -0.0075002142 5.320485e-02 3.966680e-02
[125,] 1.050856686 1.864595e-02 0.0524449260 -6.238970e-02 2.314145e-02
[126,] 1.004273613 -2.745164e-02 -0.0163423290 2.045051e-02 -8.618596e-05
[127,] 1.013914283 6.198150e-02 -0.0281936500 6.515197e-03 -4.029880e-02
[128,] 1.028779522 5.405630e-02 0.0329088012 2.679834e-02 4.980999e-02
[129,] 0.921266163 -1.026435e-01 0.0054484150 3.412299e-02 1.772390e-02
[130,] 1.129898720 -4.877984e-02 -0.0006573470 -2.230275e-02 -4.220014e-04
[131,] 0.980045053 3.470533e-02 -0.0533052118 -4.678657e-02 4.190222e-03
[132,] 0.978899012 -3.624190e-02 0.0635787843 5.038822e-02 3.202595e-02
[133,] 0.896366877 2.719557e-02 0.0566798190 6.039943e-02 -3.258464e-02
[134,] 1.009061329 6.614102e-03 0.0031589816 4.919440e-02 -2.502427e-02
[135,] 1.032238194 -3.489784e-02 0.0567137403 -1.367669e-02 2.228136e-02
[136,] 0.928376139 4.805214e-03 0.0377840659 -7.504754e-02 2.469313e-02
[137,] 1.026074108 2.092950e-02 0.0431402105 8.930212e-03 -2.446548e-02
[138,] 0.969014521 -7.020809e-03 -0.0360358066 -2.188287e-02 4.090000e-02
[139,] 1.045792442 -6.218390e-02 -0.0297539996 -6.682647e-02 -2.503988e-02
[140,] 1.044552065 3.128956e-02 -0.0130579910 3.168059e-02 3.567281e-03
[141,] 1.019507663 -3.646887e-02 0.1036113161 2.934193e-02 -4.994604e-02
[142,] 0.971585293 -7.514657e-02 -0.0382628503 -5.535098e-02 3.451284e-03
[143,] 0.939432273 -9.882285e-02 0.0005571253 -2.314388e-02 -2.568657e-02
[144,] 0.966080034 -5.758031e-02 -0.0447911228 -7.379572e-02 1.665835e-02
[145,] 0.973850726 5.822307e-02 0.0015175737 5.632855e-03 -7.784689e-04
[146,] 1.065786268 2.127034e-03 0.0549364143 4.501114e-02 4.800170e-03
[147,] 0.920414262 -1.342696e-02 -0.0078263118 -8.469572e-02 -1.267691e-02
[148,] 1.069110477 1.160132e-02 -0.0082019385 2.466389e-02 2.163002e-02
[149,] 1.010903015 -3.575892e-02 -0.0542841475 1.840095e-02 -4.221882e-02
[150,] 0.980713151 2.427904e-02 -0.0560158642 -1.117815e-02 6.387561e-03
[151,] 1.053480095 4.788805e-02 -0.1074648785 -8.552616e-02 -2.755540e-02
[152,] 0.962884019 1.626115e-02 -0.0097945649 1.127626e-02 -1.837432e-02
[153,] 0.945970738 -3.392143e-03 -0.0763959762 -2.726945e-02 2.392649e-02
[154,] 0.976354875 3.456905e-02 -0.0273382616 6.912864e-02 3.514697e-03
[155,] 1.004806090 -2.818549e-02 0.0349706476 -8.496133e-02 3.119108e-02
[156,] 0.953252428 -5.139786e-02 0.0465242665 -2.252666e-02 -5.540429e-03
[157,] 1.053110714 -9.474133e-03 0.0386930950 -7.390976e-02 1.618475e-02
[158,] 0.918621516 2.821401e-02 0.0187138799 -2.531599e-02 9.456337e-03
[159,] 0.945751879 2.243489e-02 0.0101677714 -2.492129e-02 4.957765e-02
[160,] 0.995435618 6.993325e-02 0.0118758251 5.982328e-02 6.347590e-03
[161,] 0.957029343 -4.418934e-02 0.0655070464 5.467867e-03 -6.813395e-03
[162,] 0.944321968 4.831921e-02 -0.0306999772 -6.194304e-02 -2.170461e-02
[163,] 0.988436506 -5.962204e-02 0.0327755198 -5.528384e-03 -1.013966e-02
[164,] 0.961116299 -1.052856e-02 0.0192253494 3.800962e-02 -6.150014e-03
[165,] 0.965168400 4.679421e-05 -0.0392317872 6.379402e-02 1.581000e-02
[166,] 1.006453957 -2.470802e-02 0.1242525921 -3.722099e-02 -3.519517e-03
[167,] 0.985261468 3.327731e-02 0.0090345552 -8.850875e-02 -1.422476e-02
[168,] 1.026008770 -2.657109e-03 -0.0457940379 -3.934935e-02 -4.483558e-03
[169,] 0.993325530 -1.248055e-01 0.0643979057 -1.058472e-03 -3.223102e-02
[170,] 0.974659976 -1.334599e-02 -0.0191333177 -1.727467e-02 4.229882e-02
[171,] 0.966476713 -6.120481e-02 0.0416521202 -3.567227e-02 2.437980e-02
[172,] 1.032009804 5.225142e-02 -0.0242125339 -6.456017e-02 -3.771110e-02
[173,] 0.975340754 -3.657979e-02 0.0016788488 1.868667e-02 -2.464664e-02
[174,] 1.085945969 -9.619617e-03 0.0033892063 -4.116024e-02 2.867190e-02
[175,] 0.927064240 2.794777e-02 -0.0080373217 8.291239e-02 9.037591e-03
[176,] 0.986992305 1.720317e-02 0.0518884514 5.836186e-02 -3.101351e-02
[177,] 0.976880458 -3.075895e-02 0.0744788108 6.934798e-02 1.389445e-02
[178,] 0.958455831 1.059424e-01 0.0528065948 4.141780e-02 -4.937113e-02
[179,] 0.970693870 5.632095e-02 -0.0492545939 -6.546432e-02 -2.616510e-02
[180,] 1.050364521 6.296028e-03 -0.0337886725 -1.224255e-02 1.585941e-02
[181,] 0.914948715 4.939952e-02 0.0349333377 -6.854813e-02 3.534739e-02
[182,] 0.961695082 -5.731689e-02 0.1139900728 1.533315e-02 -4.894152e-02
[183,] 1.027365206 -1.829916e-03 0.0333991171 6.540502e-02 1.911558e-02
[184,] 0.929650195 -6.468131e-02 -0.0810116129 -8.435665e-02 -4.030151e-02
[185,] 1.094911105 1.920006e-02 -0.0587285992 -2.063838e-02 4.596931e-02
[186,] 1.046516860 9.566163e-02 -0.0105914762 4.899892e-02 -4.382092e-02
[187,] 1.090292831 8.618565e-03 0.0233022574 1.784136e-01 2.556041e-02
[188,] 1.027905964 -4.890321e-02 -0.0766968133 -4.691122e-02 -1.820583e-02
[189,] 1.019896665 -7.166324e-02 -0.0571109850 6.978465e-02 3.313954e-02
[190,] 1.036286100 -2.143125e-02 -0.0584680944 -4.048773e-02 2.516389e-02
[191,] 1.075293256 2.186236e-02 0.0939051924 3.407150e-02 1.211432e-02
[192,] 1.007520230 -4.011914e-02 -0.0110657734 4.858652e-02 -1.358386e-02
[193,] 0.984068863 -7.526343e-02 0.0393048405 -4.302518e-02 -6.448415e-03
[194,] 0.932523257 8.751798e-03 -0.0462869078 -5.855265e-02 2.990380e-02
[195,] 1.075811192 -4.177927e-02 -0.0044415628 -1.811536e-06 -2.130271e-02
[196,] 1.005799540 5.544970e-02 -0.0541984740 2.319719e-02 4.476727e-02
[197,] 1.007472601 -1.049143e-01 0.1155228150 5.200887e-03 -4.042377e-02
[198,] 0.957091389 1.543353e-02 0.0366434960 9.247778e-02 3.276544e-03
[199,] 0.957058722 1.604099e-02 -0.0097073972 3.196754e-02 1.509542e-02
[200,] 0.985491103 -1.982588e-02 -0.0738020973 -3.148871e-02 -3.147555e-02
[201,] 0.525513616 5.516520e-01 -0.0242290609 2.659609e-02 -2.269256e-02
[202,] 0.534119628 5.110630e-01 -0.0102446051 -2.610681e-02 1.415252e-02
[203,] 0.515745370 5.005940e-01 0.0299519033 2.912384e-02 -1.119100e-04
[204,] 0.589709029 4.923243e-01 -0.0599352120 -6.316064e-02 2.043492e-02
[205,] 0.509716679 5.353700e-01 -0.0220091660 -3.837885e-02 4.888483e-02
[206,] 0.455704589 5.082119e-01 -0.0319974615 -3.281584e-02 2.145869e-02
[207,] 0.438670379 4.195225e-01 -0.0031904005 3.187801e-02 1.532614e-02
[208,] 0.516864082 4.000412e-01 0.0498486675 -1.302501e-02 1.956015e-02
[209,] 0.449417531 4.862070e-01 0.0159313973 5.827190e-02 -2.077103e-02
[210,] 0.505130942 4.372977e-01 -0.0310529149 3.492528e-03 -2.898717e-02
[211,] 0.488346739 5.141249e-01 -0.0084367710 4.684581e-02 -4.298932e-02
[212,] 0.494972537 5.500867e-01 -0.0140241127 -1.113284e-02 4.286987e-02
[213,] 0.500178465 4.169257e-01 -0.0165318362 -4.238599e-02 -9.771545e-04
[214,] 0.477593287 5.463775e-01 0.0205431072 -4.049863e-02 1.950709e-02
[215,] 0.487151776 5.122645e-01 -0.0051111548 -1.122450e-02 -9.352862e-03
[216,] 0.423293188 5.086384e-01 -0.0029045541 2.467994e-02 -4.308087e-02
[217,] 0.448560875 4.890647e-01 0.0471589208 -6.677085e-02 -4.677090e-02
[218,] 0.473029198 4.308331e-01 -0.0618007451 -3.708542e-02 -3.476164e-02
[219,] 0.503832642 5.203260e-01 -0.0322223856 -1.298712e-02 8.730871e-03
[220,] 0.451116819 4.896455e-01 -0.0090406643 -6.063363e-03 -4.504072e-02
[,6]
[1,] -0.0067803029
[2,] -0.0288252228
[3,] 0.0038166018
[4,] -0.0486105582
[5,] -0.0021601004
[6,] 0.0069361420
[7,] 0.0227345258
[8,] -0.0204304920
[9,] 0.0086812787
[10,] 0.0176266116
[11,] 0.0446591742
[12,] -0.0116508403
[13,] -0.0365155592
[14,] 0.0410749313
[15,] -0.0003489026
[16,] 0.0083496098
[17,] -0.0092782517
[18,] -0.0426000219
[19,] -0.0255040729
[20,] -0.0001728088
[21,] -0.0028969513
[22,] -0.0493421179
[23,] -0.0087926188
[24,] -0.0323484757
[25,] -0.0388936645
[26,] -0.0161420531
[27,] -0.0405136661
[28,] -0.0340131112
[29,] -0.0164936603
[30,] 0.0442476367
[31,] 0.0277410613
[32,] 0.0372946189
[33,] -0.0292649085
[34,] -0.0418943465
[35,] -0.0176777414
[36,] 0.0179060518
[37,] 0.0010635727
[38,] 0.0195397868
[39,] 0.0060524350
[40,] 0.0200844127
[41,] 0.0063851769
[42,] 0.0478999935
[43,] -0.0111365698
[44,] -0.0363566660
[45,] -0.0254237552
[46,] -0.0221478056
[47,] -0.0083099368
[48,] -0.0269827349
[49,] 0.0189107459
[50,] 0.0365085322
[51,] 0.0393903044
[52,] -0.0350126693
[53,] 0.0400356260
[54,] -0.0233934288
[55,] -0.0313171485
[56,] 0.0384349646
[57,] 0.0038506775
[58,] -0.0300782986
[59,] -0.0080068660
[60,] 0.0388110975
[61,] -0.0224232804
[62,] -0.0029089619
[63,] 0.0210186607
[64,] 0.0487220891
[65,] -0.0063353033
[66,] -0.0241672918
[67,] 0.0041039575
[68,] -0.0372081593
[69,] 0.0236420715
[70,] 0.0007637792
[71,] -0.0163263864
[72,] 0.0485800780
[73,] -0.0346247053
[74,] 0.0324471058
[75,] 0.0028063926
[76,] 0.0365844120
[77,] 0.0095437097
[78,] -0.0320327094
[79,] -0.0094428010
[80,] 0.0167712621
[81,] -0.0455863151
[82,] -0.0423809031
[83,] -0.0184853648
[84,] 0.0223153867
[85,] 0.0475741066
[86,] -0.0106778947
[87,] -0.0404270058
[88,] -0.0040346600
[89,] -0.0387092629
[90,] 0.0335777354
[91,] 0.0348807987
[92,] 0.0241375537
[93,] -0.0384020367
[94,] -0.0148499553
[95,] -0.0409040730
[96,] 0.0323941917
[97,] 0.0496299119
[98,] 0.0105419639
[99,] 0.0320913974
[100,] -0.0359244549
[101,] -0.0372656309
[102,] 0.0266114885
[103,] -0.0049439669
[104,] 0.0369018801
[105,] -0.0255862110
[106,] -0.0269299798
[107,] 0.0276159731
[108,] 0.0149854349
[109,] 0.0344542947
[110,] 0.0270341264
[111,] -0.0281238979
[112,] 0.0456946079
[113,] -0.0279852576
[114,] 0.0246647664
[115,] -0.0444674614
[116,] -0.0435221594
[117,] 0.0088350729
[118,] -0.0326332482
[119,] 0.0078391619
[120,] -0.0063317120
[121,] -0.0222642435
[122,] -0.0142094533
[123,] -0.0469377057
[124,] -0.0332570319
[125,] 0.0176954782
[126,] -0.0157166082
[127,] -0.0346887904
[128,] -0.0446391628
[129,] 0.0148180687
[130,] 0.0083624055
[131,] 0.0404706010
[132,] -0.0021061570
[133,] -0.0342605341
[134,] 0.0397209174
[135,] -0.0224108175
[136,] 0.0007425372
[137,] -0.0197746748
[138,] 0.0240005002
[139,] -0.0084897659
[140,] 0.0186154638
[141,] 0.0196606750
[142,] 0.0476733031
[143,] 0.0079788845
[144,] 0.0096360007
[145,] -0.0422849359
[146,] -0.0096345347
[147,] -0.0117229666
[148,] 0.0351311293
[149,] -0.0052423162
[150,] 0.0353690719
[151,] 0.0145336741
[152,] -0.0258576252
[153,] -0.0373581534
[154,] -0.0483009097
[155,] 0.0399802218
[156,] 0.0460939502
[157,] -0.0403142707
[158,] 0.0069598126
[159,] 0.0084743712
[160,] -0.0123832032
[161,] 0.0396350289
[162,] -0.0258205185
[163,] -0.0366614435
[164,] 0.0173215574
[165,] -0.0234004494
[166,] -0.0226957487
[167,] -0.0037979327
[168,] -0.0136277327
[169,] -0.0403580836
[170,] 0.0363383943
[171,] 0.0367771948
[172,] -0.0155085563
[173,] -0.0336633054
[174,] 0.0130527864
[175,] 0.0447277976
[176,] 0.0415772713
[177,] -0.0365474737
[178,] -0.0083916613
[179,] 0.0307570757
[180,] -0.0458279741
[181,] 0.0212873796
[182,] 0.0329685016
[183,] -0.0119761993
[184,] -0.0296102357
[185,] 0.0220758918
[186,] -0.0107386628
[187,] -0.0491454314
[188,] 0.0133206401
[189,] 0.0300680688
[190,] -0.0360130097
[191,] -0.0383316165
[192,] 0.0102652837
[193,] -0.0128983588
[194,] -0.0440748508
[195,] 0.0488280118
[196,] -0.0376225896
[197,] -0.0355459322
[198,] 0.0359852067
[199,] 0.0412567737
[200,] -0.0170483147
[201,] -0.0223214171
[202,] -0.0398934386
[203,] -0.0303597360
[204,] 0.0269148656
[205,] -0.0325234700
[206,] 0.0406052619
[207,] -0.0429517061
[208,] -0.0373039443
[209,] -0.0235617852
[210,] -0.0465717762
[211,] -0.0358979357
[212,] -0.0193528889
[213,] -0.0093770281
[214,] 0.0038209194
[215,] 0.0376510656
[216,] 0.0470694425
[217,] 0.0225439527
[218,] 0.0030947095
[219,] -0.0208713121
[220,] -0.0413186719
three_doublets() works
Code
three_doublets(n = 420, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5] [,6] [,7]
[1,] 3.0658883 0.9073124 1.0187124 0.9845086 0.9821599 1.0495376 0.9913489
[2,] 2.9678921 1.0614231 0.9645274 0.9438558 0.9624255 0.9426878 1.0309606
[3,] 2.9353972 1.0098096 0.8650995 0.9156110 0.9663385 1.0393801 1.0086437
[4,] 3.0642406 0.9878262 1.0303545 1.0569884 1.0888387 1.0193872 1.0366387
[5,] 3.0188751 1.1400371 0.9462994 1.0519325 1.0321522 0.9632669 1.0052425
[6,] 2.9922928 0.9446827 0.9861666 0.9030271 0.9929952 1.0464604 1.0456405
[7,] 2.9233937 1.0447181 0.9562982 1.0850562 1.0762644 1.0128954 1.0524021
[8,] 3.0195342 1.0402151 0.9610680 0.9804797 1.0302586 0.9881990 1.0135765
[9,] 2.9767766 0.9970292 0.9941837 0.9973788 1.0807670 1.0182501 1.0843573
[10,] 3.1489620 1.0239977 1.0174047 1.0133556 0.9678112 0.9684848 1.0021911
[11,] 3.0181044 0.9485923 1.0088401 0.9744679 0.8790173 1.0295371 1.0854777
[12,] 2.9989110 1.0437659 1.0172832 0.9859045 1.0081504 0.9938359 1.0203360
[13,] 3.0126909 0.9390542 0.9983578 0.9791187 0.9492707 0.9979374 0.8875898
[14,] 2.9963823 1.0069757 1.0421498 1.0376890 1.0308174 0.9122362 1.0405606
[15,] 2.9745190 0.9585664 0.9671362 0.9509659 0.9997846 1.0659626 1.0226414
[16,] 3.0190056 1.0081284 1.0943996 1.0264624 0.9682639 0.9982685 1.0454434
[17,] 2.9844182 1.0338646 1.0491136 1.0246518 0.8947530 0.9968263 1.0477152
[18,] 3.0170469 1.0526948 1.0238505 0.9371883 1.0254802 1.1419416 1.0029540
[19,] 3.0203980 1.0506114 0.9340759 1.0150713 1.0330458 0.9768679 1.0796736
[20,] 3.0490069 1.0842814 1.0055960 0.9310522 1.0027499 1.0579008 1.0636536
[21,] 3.0668754 0.9971752 1.0083109 0.9453104 0.9691154 0.9726922 1.0321792
[22,] 2.9501490 0.9434327 0.9237664 0.9769655 1.0563947 0.9543701 0.9564683
[23,] 2.9924387 0.9780772 1.0502481 0.9795593 0.9329020 1.0620776 0.9827821
[24,] 2.9336181 1.0903411 0.9906267 1.0404868 1.0430754 0.9379087 0.9924998
[25,] 3.0173826 1.0034800 0.9270659 1.0101761 1.0508567 1.0186459 1.0524449
[26,] 3.0186123 0.9981699 0.9197748 0.9646388 1.0042736 0.9725484 0.9836577
[27,] 3.0055191 1.0087584 0.9841753 0.9167271 1.0139143 1.0619815 0.9718064
[28,] 3.0067848 1.0573457 1.0038148 1.0601147 1.0287795 1.0540563 1.0329088
[29,] 2.9560746 0.9416884 0.9881708 1.0296330 0.9212662 0.8973565 1.0054484
[30,] 3.0627290 0.9818352 0.9910086 1.0160513 1.1298987 0.9512202 0.9993427
[31,] 2.9902152 0.9141593 1.0043056 0.9683970 0.9800451 1.0347053 0.9466948
[32,] 2.9552264 1.0294709 0.9717666 1.0015474 0.9788990 0.9637581 1.0635788
[33,] 3.0181309 0.9905968 0.9531937 1.0075350 0.8963669 1.0271956 1.0566798
[34,] 3.0333949 1.0530385 1.0113896 1.0881939 1.0090613 1.0066141 1.0031590
[35,] 3.0135448 0.9719975 0.9911065 1.0599020 1.0322382 0.9651022 1.0567137
[36,] 2.9787699 1.1130665 1.0347719 0.9225677 0.9283761 1.0048052 1.0377841
[37,] 2.9891609 1.0820531 1.0352208 1.0238995 1.0260741 1.0209295 1.0431402
[38,] 3.0500154 0.9949447 0.9231185 1.0260808 0.9690145 0.9929792 0.9639642
[39,] 3.0273361 1.0476367 1.0055878 0.9288535 1.0457924 0.9378161 0.9702460
[40,] 2.9561664 1.0541730 1.0910376 0.9720851 1.0445521 1.0312896 0.9869420
[41,] 2.9684582 0.9445393 0.9646718 1.0250860 1.0195077 0.9635311 1.1036113
[42,] 2.9375038 0.9468549 1.0812420 0.9300220 0.9715853 0.9248534 0.9617371
[43,] 3.0953091 0.9698821 0.9845406 1.0796169 0.9394323 0.9011771 1.0005571
[44,] 3.0633671 1.0043619 1.0491025 0.9712218 0.9660800 0.9424197 0.9552089
[45,] 2.9366510 0.9543508 0.9863986 0.9331954 0.9738507 1.0582231 1.0015176
[46,] 3.0403641 0.8559504 1.0890698 0.9226315 1.0657863 1.0021270 1.0549364
[47,] 2.9911136 0.9926065 1.0266466 0.9290396 0.9204143 0.9865730 0.9921737
[48,] 3.0549269 0.9624917 1.0286158 0.9263375 1.0691105 1.0116013 0.9917981
[49,] 3.0164966 0.9765299 1.0064847 1.0339002 1.0109030 0.9642411 0.9457159
[50,] 3.0352933 1.0951455 0.9234488 0.9968784 0.9807132 1.0242790 0.9439841
[51,] 3.1259380 0.9367606 0.9875945 0.9592049 1.0534801 1.0478880 0.8925351
[52,] 3.0120760 1.0710564 0.9527403 0.9570450 0.9628840 1.0162611 0.9902054
[53,] 3.0543862 0.8372436 1.0433323 0.9424975 0.9459707 0.9966079 0.9236040
[54,] 2.9697100 1.0019603 1.0239356 1.0458660 0.9763549 1.0345690 0.9726617
[55,] 3.0574686 0.9606534 0.9836958 1.0365508 1.0048061 0.9718145 1.0349706
[56,] 2.9844138 0.9474351 1.0121582 1.0630534 0.9532524 0.9486021 1.0465243
[57,] 3.0087863 0.9934689 1.0696282 0.9530852 1.0531107 0.9905259 1.0386931
[58,] 2.9279649 0.9890627 0.9754770 1.0746759 0.9186215 1.0282140 1.0187139
[59,] 2.9499594 0.9669504 0.9900527 0.9706006 0.9457519 1.0224349 1.0101678
[60,] 2.9945095 1.0302401 0.9600759 0.9179110 0.9954356 1.0699332 1.0118758
[61,] 3.0115589 1.0203299 0.9615873 1.0101643 0.9570293 0.9558107 1.0655070
[62,] 3.0270051 1.0274066 0.9934868 1.0315458 0.9443220 1.0483192 0.9693000
[63,] 3.0093598 1.0493576 0.9733816 0.9106630 0.9884365 0.9403780 1.0327755
[64,] 2.9820557 1.0809974 1.0035853 1.0053537 0.9611163 0.9894714 1.0192253
[65,] 2.9370652 0.9792442 1.0211505 0.9240793 0.9651684 1.0000468 0.9607682
[66,] 3.0250850 1.0232940 0.9733091 1.0397527 1.0064540 0.9752920 1.1242526
[67,] 3.0785039 1.0046998 0.9778258 0.9322003 0.9852615 1.0332773 1.0090346
[68,] 3.0284772 1.0080230 1.0444403 1.0650982 1.0260088 0.9973429 0.9542060
[69,] 3.0404026 0.9248879 1.0352994 0.9750085 0.9933255 0.8751945 1.0643979
[70,] 3.0330053 1.0539979 0.9546885 0.9913004 0.9746600 0.9866540 0.9808667
[71,] 2.9751550 0.8657108 0.9816680 0.9484688 0.9664767 0.9387952 1.0416521
[72,] 2.9825913 0.9796922 0.9056148 0.9810519 1.0320098 1.0522514 0.9757875
[73,] 3.0414645 1.0694048 1.0554253 1.0441697 0.9753408 0.9634202 1.0016788
[74,] 3.0145341 0.9816197 1.0098863 1.0164880 1.0859460 0.9903804 1.0033892
[75,] 3.0585072 0.9936510 0.9515690 0.9443064 0.9270642 1.0279478 0.9919627
[76,] 2.9365351 1.0009034 1.0018443 0.9418467 0.9869923 1.0172032 1.0518885
[77,] 3.0136846 0.9495667 0.9477461 0.9864915 0.9768805 0.9692410 1.0744788
[78,] 3.0040169 0.9977869 1.0363174 0.9944622 0.9584558 1.1059424 1.0528066
[79,] 3.0658776 0.9802371 0.9460907 0.9916372 0.9706939 1.0563210 0.9507454
[80,] 3.0232348 0.9991178 0.8878702 1.1308437 1.0503645 1.0062960 0.9662113
[81,] 3.0402379 1.0433554 1.0061529 0.9875509 0.9149487 1.0493995 1.0349333
[82,] 2.9295193 1.0506699 0.9889762 1.0641481 0.9616951 0.9426831 1.1139901
[83,] 3.0041255 1.0030178 1.0265047 0.9928427 1.0273652 0.9981701 1.0333991
[84,] 3.0164082 0.9263474 0.9574101 1.0101858 0.9296502 0.9353187 0.9189884
[85,] 3.0071137 0.9065008 1.0734217 1.0059945 1.0949111 1.0192001 0.9412714
[86,] 2.9590443 0.9448306 0.9916061 0.9451688 1.0465169 1.0956616 0.9894085
[87,] 2.9713366 0.9599976 0.9581986 0.9695287 1.0902928 1.0086186 1.0233023
[88,] 2.9823559 0.9234985 1.0145910 1.0538963 1.0279060 0.9510968 0.9233032
[89,] 3.0975457 0.9594369 1.0517393 1.0072891 1.0198967 0.9283368 0.9428890
[90,] 3.0828904 0.9745208 1.0140646 0.9871357 1.0362861 0.9785688 0.9415319
[91,] 2.9577144 0.9876948 0.9978423 1.0146515 1.0752933 1.0218624 1.0939052
[92,] 2.9553776 1.0554910 1.0119843 1.0104417 1.0075202 0.9598809 0.9889342
[93,] 3.0502109 0.9932271 1.0565868 0.9299994 0.9840689 0.9247366 1.0393048
[94,] 2.9788859 1.0076721 0.9822920 0.9929210 0.9325233 1.0087518 0.9537131
[95,] 2.9555920 1.0244722 0.9821692 0.9811693 1.0758112 0.9582207 0.9955584
[96,] 2.9740718 0.9299562 0.9829164 0.9971784 1.0057995 1.0554497 0.9458015
[97,] 2.9859763 1.0139322 0.9848515 1.0313700 1.0074726 0.8950857 1.1155228
[98,] 2.9417437 0.9569805 0.9952193 1.0240660 0.9570914 1.0154335 1.0366435
[99,] 2.9733529 0.9948907 1.0045721 1.0513185 0.9570587 1.0160410 0.9902926
[100,] 3.0635960 1.0491632 0.9649137 1.0495688 0.9854911 0.9801741 0.9261979
[101,] 0.9428257 1.0278597 1.0211227 0.9924308 1.0769019 0.9864126 1.0540003
[102,] 1.0640213 1.0140863 1.0171391 0.9113060 1.0002826 1.0515009 0.9990226
[103,] 0.9350166 1.0381762 1.0858131 0.9849786 1.0792769 0.9403640 0.9995494
[104,] 1.0107022 1.0423538 1.0508715 0.9678970 1.0433110 1.1050462 1.0095650
[105,] 1.0630513 1.0809394 0.9868187 1.0413240 1.0294704 1.0513427 1.0954345
[106,] 0.9444735 0.9446716 1.0662205 0.9845099 1.0794280 1.0245050 0.9672626
[107,] 0.9687515 0.9543174 1.0415543 0.9764268 1.0462829 1.0739591 0.9730830
[108,] 0.9952328 0.9877365 0.9680933 1.0714928 0.9916199 1.0308487 1.0785456
[109,] 0.9348886 1.0261610 0.9839148 1.1027194 0.9317604 1.0285516 0.9200177
[110,] 1.0557960 0.9972353 1.0365264 0.9734206 0.9654115 1.0088629 1.0190749
[111,] 0.9509643 1.0975838 1.0282442 0.9567497 0.9395781 0.9725964 1.0106348
[112,] 1.0809507 1.0405115 0.9650263 1.0832729 0.9649188 0.9765732 0.9213962
[113,] 0.9447374 1.0983943 0.9937317 0.9810000 1.0170558 0.9669840 1.0535282
[114,] 1.0434490 0.9856972 1.0365722 1.0019744 1.0598635 1.0849318 1.0250260
[115,] 1.0280900 0.9292535 0.8974894 1.0388403 1.0906757 0.9345744 0.9118783
[116,] 0.9847572 0.9741296 0.9898772 1.0163658 1.0374028 0.9653655 1.0268647
[117,] 1.0292549 1.0458304 0.9679246 0.9966341 0.9821174 0.9151992 1.0059382
[118,] 0.8807632 0.9475263 1.0286003 0.9847767 1.0282110 0.9802259 1.0450409
[119,] 1.0422028 0.9440452 0.9709239 0.9880320 1.0648172 1.0018423 0.9914479
[120,] 0.9404136 1.0186292 0.8985838 1.0640991 1.0871422 1.0188144 0.9756385
[121,] 0.9835419 0.9338281 1.0144841 1.0178968 0.9785613 0.9827020 0.9635160
[122,] 1.1133095 1.0006312 0.9709945 1.0026718 1.0628847 1.0721279 0.9334736
[123,] 0.9469930 0.9791533 1.0277495 1.0563920 1.0538602 0.9009031 1.0163690
[124,] 1.0678369 1.0608869 1.0901587 1.0499017 1.0428158 1.0723622 1.0558585
[125,] 0.9703792 1.0158143 1.0708742 0.9138887 0.9497711 1.0307097 1.0144972
[126,] 0.9572729 0.9600945 1.0702600 1.0462317 0.9821369 0.9897562 0.9702327
[127,] 0.9532250 1.0370375 1.0362032 1.0355507 1.0005129 1.0202024 1.0179257
[128,] 0.9263898 0.9590574 1.1007646 0.9879283 1.1048912 0.9579825 0.9740135
[129,] 0.9685053 0.9942025 0.9962285 0.8985554 1.0240024 0.9036355 1.0054962
[130,] 0.9462127 0.9105356 0.8689100 1.0007372 1.0011530 0.9320200 1.0803430
[131,] 0.9881373 1.0201573 1.0021257 1.0160452 1.0152135 1.0287170 1.0184666
[132,] 1.0578860 1.0437424 1.0171718 1.0037254 1.0438513 1.0467533 0.9128889
[133,] 1.0299539 0.9727545 0.9686992 0.9779861 0.9976625 0.9495921 0.9731084
[134,] 0.9725185 1.0012180 0.9842841 1.0194713 0.9787344 1.0266666 1.0443991
[135,] 1.0016123 1.0587989 1.0037110 1.0049171 0.9760061 1.0355866 1.0085806
[136,] 0.9879407 0.9766732 0.9776565 0.9821789 0.9631380 0.9805924 1.0725043
[137,] 1.0477753 1.0269200 0.9271897 1.0017256 0.9518304 1.0277850 1.0294423
[138,] 1.0202982 1.0518459 1.0472213 0.9317855 1.0099985 0.9816729 0.9915112
[139,] 1.0418859 1.0669995 1.0029484 0.9969499 0.9462014 0.9133618 1.0334945
[140,] 1.0179024 0.9827542 0.9520169 1.0002898 1.0270115 0.9854225 1.0926610
[141,] 0.9758706 0.9604841 1.0108629 1.0915321 1.0376901 0.9969697 0.9693740
[142,] 1.0459049 0.9284918 0.9463925 0.9840997 0.9423040 0.9626245 0.9394191
[143,] 1.0095376 1.0866072 0.9749251 0.9977036 0.9832236 0.9562290 1.1265771
[144,] 0.9707153 1.0321336 0.9977205 0.9905748 1.0388531 1.0270796 0.9639885
[145,] 1.0085605 1.0254797 0.9478548 0.9014685 0.9471570 1.1006135 1.0375932
[146,] 0.9997314 1.0412965 1.0846506 0.9927286 1.0326160 1.0429537 0.9756833
[147,] 1.0596362 1.0157598 1.0443006 0.9266481 1.0171077 1.0618770 0.9698864
[148,] 0.9796654 1.0483558 0.9929052 0.9398619 0.9512852 1.0286648 1.0530782
[149,] 0.9491689 0.9939700 0.9957874 0.9871750 0.9769773 1.0555868 0.9541866
[150,] 1.0122649 0.9693645 1.0346099 1.0625264 1.0326199 1.0210439 1.0196317
[151,] 1.0147856 0.9342678 0.9646720 1.0335185 1.0653905 1.0635905 0.9701051
[152,] 0.9301531 1.1198601 0.9832428 0.9382841 0.9746988 1.0147144 0.9778134
[153,] 1.0569245 1.0185487 0.9409226 1.0247192 1.0740429 1.0319156 1.0441700
[154,] 0.9748663 1.0460583 0.9551109 0.8720442 1.0695151 0.9945188 1.0067783
[155,] 1.0651977 0.9761508 0.9337528 0.9748870 0.9487863 1.0337062 0.9856081
[156,] 0.9582304 0.9481996 0.9265827 0.9652929 1.0351031 1.0138494 1.0082700
[157,] 1.0030644 1.0017083 0.9335971 0.9650372 0.9842245 0.8798797 0.9910951
[158,] 0.9085118 0.9280450 1.0459074 0.9414421 0.9852485 0.9774162 0.8793171
[159,] 1.0797833 0.9985731 0.9294534 0.9080289 1.0081160 1.0726941 0.9898854
[160,] 1.0416200 1.0675437 1.0047760 1.0388680 0.9955228 1.0322043 0.8732236
[161,] 1.0168727 1.1236188 1.0104132 0.9182228 0.9525293 0.9133079 1.0599761
[162,] 0.9534821 0.9267142 1.1039640 0.9611616 0.9359455 0.9589674 0.9203838
[163,] 0.9474959 1.0608125 0.9023361 0.9799865 0.9562046 0.9332278 1.1056389
[164,] 1.0564113 1.0136260 1.0527430 1.0396157 0.9285365 0.9484389 1.0970470
[165,] 1.0686325 0.9601644 1.0930908 1.0221048 0.9966132 1.0541412 0.9837841
[166,] 0.9010937 1.0774070 1.0021241 1.0732107 1.0522815 1.0521806 0.9311638
[167,] 1.0427635 0.9326727 0.9814269 0.9786449 1.0367007 0.9990295 1.0139755
[168,] 0.9721956 1.0140614 1.0078456 0.9788042 1.0237489 0.9627851 1.0189310
[169,] 1.0407529 0.9200330 1.0001073 0.9661827 0.9620962 0.9604952 0.9925229
[170,] 0.9815656 0.9918667 1.0814648 0.9914100 1.0011137 0.9119134 1.0326925
[171,] 0.9674206 0.9931271 1.0042464 1.0277618 0.9563050 1.0159768 0.9556999
[172,] 0.9769996 1.0439685 1.0780313 1.0562616 0.9091578 1.0219118 1.0114443
[173,] 1.0561766 0.9715911 0.9713449 1.0033766 1.0302100 1.0471861 1.0067090
[174,] 0.9889067 1.0168772 1.0454745 1.0265079 0.9547065 1.0124057 1.0751322
[175,] 1.0020054 0.9785257 0.9658048 0.9225272 1.0196832 0.9843008 0.9832910
[176,] 1.0588411 0.9854758 1.0196398 1.0717759 1.0316087 0.9552123 1.0164163
[177,] 0.9949772 1.1118552 0.9885897 0.9892747 1.0629932 1.0330208 0.9816504
[178,] 0.9733393 1.0530550 0.9739775 0.9750309 0.9194994 0.9500462 0.9672450
[179,] 1.0993168 1.0424269 1.0045671 0.9990989 0.9993023 1.0737722 0.9945388
[180,] 1.0346328 0.8585371 1.0293044 1.0725382 0.9979194 1.0050918 0.9285254
[181,] 1.0403723 1.0220363 0.9611668 0.9565686 0.9541916 1.0390751 1.0008143
[182,] 0.9704701 0.9656442 1.0090499 1.0007228 1.0328416 0.9746427 1.0100762
[183,] 1.0933442 1.0344169 0.9709209 0.9733568 0.9266061 1.1127278 1.0053510
[184,] 1.0872742 0.9658658 1.0697401 1.0220704 1.0614942 0.9861871 0.9992121
[185,] 1.0393769 1.0269897 1.1020452 1.0157588 1.0727010 0.9779467 0.9273139
[186,] 0.9442323 1.0518685 0.9677970 0.9854018 0.9741434 0.9849624 1.0169000
[187,] 1.0046611 0.9771526 0.9618941 1.0201257 1.0533851 0.9785979 0.9409309
[188,] 0.9701762 1.1028722 0.9619835 0.9738128 0.9790704 0.9947030 0.9973357
[189,] 0.9184079 1.0925433 1.0103980 0.9632188 0.9605720 1.0418973 1.0282534
[190,] 1.0565618 0.9606250 0.9744150 0.9590759 0.9696109 1.0041036 1.0055726
[191,] 0.9709562 0.9497769 0.9102595 0.9933636 1.0245968 1.0206935 1.0234785
[192,] 1.0455489 1.0601835 0.9944857 1.1341491 0.9738522 1.0056891 0.9652691
[193,] 1.0110366 1.0620862 0.9837399 0.9770866 0.9517262 1.0023730 0.9876899
[194,] 0.9984071 0.9986219 0.9774742 1.0478920 0.9645042 1.0238571 1.0138943
[195,] 1.0915513 0.9512323 0.9608342 0.9652658 0.9683546 0.9724995 1.0603403
[196,] 1.1032428 1.0011211 0.9782767 1.0203586 1.0093631 1.0332915 1.0646920
[197,] 0.9799391 1.0514110 1.0673925 0.9945970 1.0290709 1.0179166 0.9316888
[198,] 0.9728868 0.9884727 0.9042156 0.9539215 1.0728079 0.9581898 0.9429876
[199,] 0.9357492 1.0754193 1.0490982 0.9923607 0.9397596 1.0924596 1.0744387
[200,] 0.9789167 0.9637813 1.0066571 0.9537452 1.0169356 0.9596597 1.0398875
[201,] 1.9713221 0.9478174 0.9693705 1.0141732 0.9941778 0.9812258 1.0273972
[202,] 2.0068365 1.0398475 1.0085191 1.0106429 0.9384352 0.9560128 1.0268267
[203,] 2.0524233 1.0282446 0.9797328 1.0386603 0.9613279 0.9287031 1.0635671
[204,] 1.9833553 1.0448699 1.0062142 0.9523733 0.9457571 0.9926988 1.0551442
[205,] 1.9947102 1.0514553 0.9520899 0.9975757 1.0449461 1.0383576 1.0196460
[206,] 1.9879426 0.9791322 0.9950174 1.0054353 0.9932053 0.9811523 0.9769452
[207,] 1.9845344 1.0230880 1.0185422 0.9656088 0.9092977 1.0010667 1.0480563
[208,] 2.0232453 0.9667452 1.0877335 1.0108767 1.0838060 0.9985734 0.9342926
[209,] 1.9787142 1.0187243 0.9960448 0.9800594 0.9831633 0.9824607 0.9705590
[210,] 1.9630894 1.0503505 0.9877166 1.0564817 1.0293677 1.0137363 1.0277082
[211,] 2.0075785 1.0153982 0.9974087 1.0324096 1.0041222 1.0003444 1.0326472
[212,] 1.9886781 1.0254210 1.0051474 0.9847466 0.9389776 1.0279943 1.0100258
[213,] 1.9558326 1.0115951 0.9890493 1.0500491 1.0062637 1.0234009 1.0021875
[214,] 2.0004632 1.0578372 1.0032350 1.0722954 0.9906862 0.9827850 0.9771017
[215,] 1.9545511 1.0351550 1.0268351 1.0218396 0.9484092 1.0542503 1.0323657
[216,] 2.0405778 0.9224605 1.0177034 0.9705956 0.9777108 0.9178448 1.0284604
[217,] 2.0306237 1.0276567 1.0201634 0.9535430 0.9678975 0.9635548 1.0134974
[218,] 1.9938809 1.0096471 0.9989700 0.9620324 1.0003139 1.0246778 1.0334711
[219,] 1.9902436 0.9770604 1.0487254 0.9963537 0.9401338 1.0036433 0.9448419
[220,] 1.9762661 1.0131854 0.9882872 1.0138545 1.0034882 0.9728999 0.9603194
[221,] 1.9917044 0.9376734 1.0138173 0.9570609 0.9569446 0.9437390 0.9505781
[222,] 2.0237791 1.0322550 0.9790293 1.0297024 1.0066665 1.0226615 0.9818079
[223,] 1.9797955 1.0118303 0.9918231 1.0186567 0.9705838 1.0370816 0.9936159
[224,] 2.0374714 1.0150900 1.0406130 1.0124427 1.0660749 1.0622167 1.0231018
[225,] 2.0170412 1.0182477 1.0234115 0.9808983 1.0024666 0.9847496 0.9595987
[226,] 2.0073835 1.0139758 0.9645807 1.0259862 1.0109393 1.0095238 1.0460610
[227,] 2.0013045 0.9439100 0.9323128 0.9949031 1.0452301 1.0002685 0.9672599
[228,] 2.0148713 0.9827617 0.9597530 0.9393147 0.9769339 1.0475645 1.0000266
[229,] 2.0253749 1.0041832 1.0354736 0.9278438 0.9687610 1.0242250 0.9810300
[230,] 2.0184681 1.0544866 0.9812053 1.0128126 0.9889523 1.0243572 1.0362912
[231,] 2.0313004 0.9973283 0.9524999 1.0015517 1.0489315 0.9893551 1.0355608
[232,] 1.9891762 0.9671583 1.0032156 0.9922211 0.9976293 1.0317112 0.9825807
[233,] 1.9460726 0.9995177 0.9989262 1.0307415 1.0612736 1.0434273 1.0127426
[234,] 2.0697261 0.9675729 0.9942398 0.9731058 1.0029485 0.9913362 0.9735523
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[236,] 1.9828328 0.9852500 1.0011360 1.0105376 0.9939402 1.0099139 0.9499512
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[238,] 1.9721644 0.9525117 0.9877673 1.0583091 1.0285989 0.9802504 1.0364927
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[241,] 0.9639561 0.9440240 1.0080809 3.0636580 0.9758045 0.8934490 0.9775971
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[,8] [,9] [,10] [,11] [,12]
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[2,] 1.0793767 0.9844916 0.9885744 4.977332e-02 -2.501953e-02
[3,] 1.0397996 1.0051483 0.9822181 -2.702903e-03 -4.986755e-02
[4,] 1.0103210 0.9987093 1.0355812 4.996195e-02 2.619731e-02
[5,] 1.0012597 0.9705263 0.9474275 -1.232887e-02 2.189682e-02
[6,] 0.9849988 0.9518433 0.9750435 -2.504631e-02 -1.990804e-02
[7,] 0.8690461 1.0060477 0.9126432 -2.903471e-02 3.250671e-02
[8,] 0.9863555 0.9386018 0.9653884 3.783083e-02 -2.447014e-02
[9,] 1.0538462 0.9648508 0.9520153 -4.424405e-02 2.748844e-02
[10,] 0.9046339 0.9487261 0.9845758 -3.446264e-02 2.644093e-02
[11,] 0.8919904 0.9821920 1.0081174 -6.287858e-03 2.124292e-02
[12,] 1.0158716 1.0707938 1.0281125 1.215173e-02 3.864483e-02
[13,] 1.0236168 1.0734481 1.0653041 -4.852388e-02 -4.194944e-02
[14,] 1.0354868 1.0153662 0.9806051 2.161673e-02 -1.871126e-02
[15,] 1.0265851 1.0484461 1.0301771 1.484121e-02 -3.275656e-02
[16,] 1.0123948 1.0729628 1.0001403 -3.743416e-02 4.304384e-02
[17,] 1.0707539 0.9757065 0.8857419 -1.968309e-02 -4.086418e-02
[18,] 1.0119479 1.0114962 0.9802930 -2.686336e-02 3.216876e-02
[19,] 1.0844708 0.9991778 1.0273354 -3.553798e-02 -1.375897e-02
[20,] 1.0553740 0.9739495 1.0737498 2.037389e-02 -2.989980e-02
[21,] 0.9749955 0.9746819 1.0012248 2.818749e-02 2.551027e-02
[22,] 0.9621847 1.0294678 1.0118316 -4.087695e-02 -6.623370e-04
[23,] 1.0705606 0.9581906 1.0924070 1.553328e-02 -1.145730e-02
[24,] 1.0532049 0.9892467 0.9889686 4.632762e-02 4.587684e-04
[25,] 0.9376103 1.0176472 0.9914608 2.599486e-02 3.522070e-02
[26,] 1.0204505 1.0588407 1.0047907 2.630907e-03 5.709958e-04
[27,] 1.0065152 1.0405515 0.9972914 -2.317912e-02 -1.377746e-02
[28,] 1.0267983 0.9943013 1.0302402 -4.516880e-02 -1.263678e-02
[29,] 1.0341230 1.0416914 1.0109677 -1.106588e-02 -2.504874e-02
[30,] 0.9776973 1.0543043 1.0806334 2.170311e-02 2.598135e-02
[31,] 0.9532134 1.0238994 0.9448110 1.656712e-02 -2.061558e-02
[32,] 1.0503882 1.1252148 0.9995627 1.572406e-02 3.170645e-03
[33,] 1.0603994 0.9138482 0.9882646 -2.239731e-02 -1.524989e-02
[34,] 1.0491944 1.0291907 0.9654781 -3.793803e-02 -4.646760e-02
[35,] 0.9863233 1.0225058 0.9963660 -2.186167e-02 -3.632249e-03
[36,] 0.9249525 1.0032965 0.9888893 2.663681e-03 4.425994e-02
[37,] 1.0089302 1.0909890 0.9389554 -6.697739e-03 -4.085040e-02
[38,] 0.9781171 1.0478140 0.9344306 3.341734e-02 -3.858916e-03
[39,] 0.9331735 1.0297965 0.9787013 -3.096586e-02 2.404340e-02
[40,] 1.0316806 1.0178224 1.0381739 -3.348480e-02 -1.172818e-03
[41,] 1.0293419 1.0088457 0.9592176 -1.486569e-02 -2.446389e-02
[42,] 0.9446490 1.0176416 0.9770647 -1.816147e-02 1.641637e-02
[43,] 0.9768561 0.9485309 1.0013331 -4.620609e-02 -4.235517e-02
[44,] 0.9262043 0.9824624 1.0076149 -3.649443e-02 2.302495e-02
[45,] 1.0056329 1.0436013 1.0080371 -1.620738e-02 1.225259e-02
[46,] 1.0450111 0.9978357 0.9858560 2.369035e-03 4.877198e-02
[47,] 0.9153043 0.9373777 0.9656057 -2.256931e-02 3.534612e-02
[48,] 1.0246639 0.9404899 0.9895086 2.316036e-02 6.078291e-05
[49,] 1.0184010 1.0434399 1.0246661 -5.486182e-03 6.136357e-03
[50,] 0.9888219 0.9953721 1.0623778 3.919579e-02 4.961323e-02
[51,] 0.9144738 1.0610937 1.0641792 -2.311018e-02 -3.825961e-02
[52,] 1.0112763 0.9853903 0.9555178 4.180885e-02 2.779600e-02
[53,] 0.9727305 0.9973092 1.0048336 2.202264e-02 -1.482026e-03
[54,] 1.0691286 1.0574685 0.9898965 -4.560493e-02 -2.160427e-02
[55,] 0.9150387 1.0329737 0.9702269 -3.916596e-02 4.363600e-02
[56,] 0.9774733 0.9537134 1.0276965 -4.800364e-02 3.426723e-02
[57,] 0.9260902 0.9343911 0.9920262 -2.731829e-02 -3.632865e-02
[58,] 0.9746840 1.0019449 1.0051527 1.834809e-02 -4.798945e-02
[59,] 0.9750787 0.9316290 1.0316175 -1.908703e-02 3.472914e-02
[60,] 1.0598233 1.0987453 0.9789306 4.428247e-02 -2.575953e-02
[61,] 1.0054679 1.0976864 0.9489765 1.112781e-02 1.601914e-02
[62,] 0.9380570 1.0954221 1.0035202 -1.244823e-02 4.148644e-02
[63,] 0.9944716 1.0053011 1.0120777 4.814954e-02 3.506460e-02
[64,] 1.0380096 1.0750704 0.9880525 3.216401e-02 -1.797519e-02
[65,] 1.0637940 0.9827612 0.9147712 3.026095e-02 -3.657408e-02
[66,] 0.9627790 1.0823019 0.9759343 4.103642e-02 1.650913e-02
[67,] 0.9114912 0.9813268 1.0986402 -2.357206e-02 1.550158e-02
[68,] 0.9606507 1.0554786 0.9346864 1.784964e-04 2.038277e-02
[69,] 0.9989415 1.0079263 0.9394395 -3.735368e-02 3.276021e-02
[70,] 0.9827253 1.0566328 1.0515667 3.359192e-02 -1.875318e-02
[71,] 0.9643277 1.0371215 0.9402336 5.078476e-03 -2.692098e-02
[72,] 0.9354398 1.0483697 0.9332564 3.119818e-02 6.481671e-03
[73,] 1.0186867 0.9550755 1.1339103 -4.902978e-02 -4.462563e-02
[74,] 0.9588398 0.9091666 1.0459427 -4.927059e-02 -7.832722e-03
[75,] 1.0829124 0.9785487 0.9430481 -3.431522e-02 -3.520101e-02
[76,] 1.0583619 0.9506029 0.9937877 1.611496e-02 -1.873199e-02
[77,] 1.0693480 0.9691452 0.9653473 1.920322e-02 -1.107657e-02
[78,] 1.0414178 1.0649383 1.0379644 1.416221e-02 4.916039e-02
[79,] 0.9345357 0.9770004 1.0506653 1.598186e-03 -7.919643e-03
[80,] 0.9877574 0.9947386 0.9611808 -1.214739e-02 8.007339e-03
[81,] 0.9314519 1.0468939 0.9614152 3.319986e-02 -4.793893e-02
[82,] 1.0153332 0.9704390 0.9202363 3.919501e-02 1.452361e-02
[83,] 1.0654050 1.0328882 1.0111652 -4.245786e-02 -1.121457e-02
[84,] 0.9156434 1.0337873 1.0098890 4.299718e-02 -4.227488e-02
[85,] 0.9793616 1.1634500 0.9704645 3.862065e-03 -3.255175e-02
[86,] 1.0489989 1.0348128 0.9064142 4.764990e-02 9.374723e-03
[87,] 1.1784136 1.0009757 1.0229600 -3.670881e-03 3.100302e-02
[88,] 0.9530888 1.0161654 0.9488412 -1.231284e-02 2.416333e-02
[89,] 1.0697847 1.0709973 1.0190207 1.902699e-02 -2.359334e-02
[90,] 0.9595123 1.0378632 1.0654421 -2.380304e-02 1.011529e-02
[91,] 1.0340715 0.9679460 0.9497388 -8.319251e-03 2.995221e-02
[92,] 1.0485865 0.9557520 0.9702455 -4.264852e-02 -4.464817e-02
[93,] 0.9569748 0.9791245 0.9741035 -2.906190e-02 4.544793e-02
[94,] 0.9414474 0.8683172 0.9892780 2.265627e-02 -4.908204e-02
[95,] 0.9999982 1.0085813 1.0257333 -3.452760e-02 -4.924938e-02
[96,] 1.0231972 1.0128482 1.0100677 3.120156e-02 9.282431e-03
[97,] 1.0052009 0.9796358 0.9287749 3.532245e-02 -3.991433e-02
[98,] 1.0924778 1.0182237 0.9850894 -2.280622e-02 -2.250641e-02
[99,] 1.0319675 1.0462102 0.9934107 1.037765e-02 -9.432938e-03
[100,] 0.9685113 0.9672450 1.0186380 -9.666168e-03 4.706059e-02
[101,] 0.8936053 0.9153881 1.0029517 3.729280e-02 6.536322e-03
[102,] 0.9682609 1.0237562 0.9694613 -4.025711e-02 3.420104e-02
[103,] 0.9581095 0.9298807 0.9860676 4.787561e-02 3.522662e-02
[104,] 1.1479796 1.0755981 1.0584529 -4.541461e-02 4.563518e-02
[105,] 0.9693868 1.0296570 0.9972742 -3.943404e-02 3.759145e-02
[106,] 0.9652064 0.9757701 1.0080420 3.449775e-02 4.038274e-02
[107,] 0.9166418 0.9602772 1.0213115 -4.004164e-02 -1.839085e-02
[108,] 0.9904033 1.0960160 1.0582188 -3.947904e-02 -3.454097e-02
[109,] 0.9553550 0.9848580 0.9599741 -6.109697e-03 -3.772389e-02
[110,] 0.9314651 0.9985495 1.0631488 -2.694258e-02 1.584672e-02
[111,] 0.9130011 0.9859733 1.1137819 -2.544645e-02 3.912532e-02
[112,] 0.9491163 0.9647764 1.0481637 -2.330498e-02 4.810277e-02
[113,] 0.9761804 0.9458429 0.9920248 2.953918e-02 -3.786211e-03
[114,] 0.9564268 0.9876566 1.0456891 3.554063e-02 -4.102113e-02
[115,] 0.9270187 0.8867159 1.0058876 8.912304e-03 2.285004e-02
[116,] 1.0917630 1.0108697 0.9613377 -2.700844e-02 -3.222174e-02
[117,] 1.0310078 1.0430465 1.0395558 -1.362430e-02 3.004717e-02
[118,] 0.9626074 0.9857882 1.0362414 -1.202795e-02 -4.554679e-02
[119,] 1.0374671 1.0230589 1.0322770 -2.110655e-02 4.227249e-02
[120,] 1.0995283 0.9641969 1.0373776 1.868476e-02 -4.430171e-02
[121,] 1.0335159 1.0396645 0.9516243 1.731683e-02 -1.602516e-02
[122,] 1.0789783 1.0415947 1.0453083 -3.352434e-02 -2.573333e-02
[123,] 1.0404911 0.9094377 0.8705604 -4.582614e-02 6.495278e-03
[124,] 0.9041597 1.0391437 1.1291060 1.362840e-02 2.209536e-03
[125,] 1.0209165 1.0171091 1.0846762 -5.417195e-03 3.695258e-02
[126,] 0.9838097 1.0131264 1.0312971 -4.699648e-02 1.543989e-02
[127,] 1.0631782 1.0456286 0.9680245 4.868597e-02 -1.728034e-02
[128,] 1.0341203 1.0651865 1.0202848 3.931293e-02 2.418442e-02
[129,] 0.9666490 1.0716926 0.9432790 -2.342079e-02 -4.800366e-02
[130,] 0.9149437 1.0616404 1.0071877 1.904228e-02 -1.641257e-02
[131,] 1.0634265 0.9856345 1.0010366 1.199468e-02 -3.242576e-02
[132,] 1.0280458 0.9409521 1.0113384 2.528201e-02 2.271503e-02
[133,] 1.0374505 0.9843820 0.9944088 -3.414550e-02 3.458845e-02
[134,] 0.9573884 0.9615986 1.0102775 -3.472459e-02 1.846321e-02
[135,] 0.9306510 1.0064099 0.9752704 -1.136479e-03 -2.841182e-02
[136,] 0.9783896 0.9726614 0.8968312 3.660674e-02 -7.490194e-03
[137,] 1.0135935 0.9885545 0.9738991 -5.160874e-04 4.912447e-02
[138,] 1.0580235 1.0309242 0.9028490 -3.797260e-03 2.129064e-02
[139,] 0.9882892 0.9869288 0.9426805 -1.099167e-03 -2.329377e-02
[140,] 0.9457347 1.0050001 1.0424110 6.266603e-03 -4.067228e-02
[141,] 0.9464469 1.0068195 0.9345058 -2.063638e-02 -1.300365e-02
[142,] 1.1165061 1.0338110 1.0281940 2.964156e-02 -3.935046e-02
[143,] 0.9917412 0.9463213 1.0918947 -2.409467e-02 1.745785e-02
[144,] 1.0499683 1.0216935 1.0059830 4.731657e-02 -3.850089e-03
[145,] 1.0206057 1.0044693 1.0071997 2.761911e-02 -3.396759e-02
[146,] 0.9612426 1.0282001 1.1089288 -1.058451e-02 2.919926e-02
[147,] 0.9919115 0.8812384 1.0347943 -1.785825e-03 2.236278e-02
[148,] 0.9103518 0.9535314 0.9981206 2.023230e-03 4.710655e-02
[149,] 1.0378373 1.0940992 0.9853112 1.631997e-02 -2.537958e-02
[150,] 1.0962135 1.0305036 0.9564048 -2.435222e-02 -1.732315e-02
[151,] 0.9670944 0.9398265 1.0810582 3.282241e-02 -4.118466e-02
[152,] 0.9879935 1.0095978 1.0532540 -7.831503e-03 4.663304e-03
[153,] 1.0011753 0.9521149 0.9529235 -1.871530e-04 -3.406903e-02
[154,] 1.0803740 0.9373367 1.0574602 1.378734e-02 2.687874e-02
[155,] 0.9821678 0.9866760 0.9845498 -3.522734e-02 4.776325e-02
[156,] 0.9839252 1.0971851 0.9948233 1.699502e-02 3.185671e-02
[157,] 1.1019570 0.9588060 1.0164058 3.539430e-02 8.194051e-03
[158,] 0.9574421 1.0480388 0.9765303 -3.145338e-02 -3.478097e-02
[159,] 1.0365997 0.9208283 0.9555299 -1.701203e-03 4.395144e-02
[160,] 1.0336817 1.0408268 1.0497963 4.858992e-02 -3.398242e-02
[161,] 1.1059977 0.9304427 1.0401857 -1.759411e-02 1.811762e-02
[162,] 1.0281118 0.9449815 1.0499550 4.755140e-02 9.087956e-03
[163,] 1.0613989 1.0124781 1.0591935 3.671256e-02 3.415390e-02
[164,] 0.9594219 0.9761880 1.1108541 -3.725175e-02 4.668992e-03
[165,] 0.9599209 1.0418131 1.0755533 1.083649e-02 1.025224e-02
[166,] 1.0520307 1.0456004 0.9535106 3.956843e-02 1.607794e-02
[167,] 1.0134403 1.0578848 0.9465428 2.391355e-02 -4.087386e-02
[168,] 1.0068424 0.9422874 0.9324224 -4.915213e-02 -6.725388e-03
[169,] 1.0299430 0.9190295 1.0270874 -4.948361e-02 2.347591e-02
[170,] 1.0574744 1.0383935 1.0505870 -4.615552e-02 -4.069013e-02
[171,] 0.9273505 0.9608094 1.0774608 1.306502e-02 2.364451e-02
[172,] 0.9869339 1.0314878 0.9209517 2.625276e-02 -3.281190e-02
[173,] 0.9454302 0.8995455 0.9169691 2.231683e-02 -1.317754e-02
[174,] 0.9979224 1.0216682 0.9455852 3.003199e-03 -1.758815e-02
[175,] 0.9508667 1.0399764 0.9850555 1.345277e-02 -1.772984e-02
[176,] 0.9232073 0.9752235 0.9936617 1.046412e-03 -3.851449e-02
[177,] 0.9801460 0.8983931 0.9123001 4.542062e-02 2.590722e-02
[178,] 1.1028443 1.0341463 0.9319524 -1.231622e-02 4.459021e-02
[179,] 0.9612483 0.9343177 1.0859510 -2.649083e-02 3.817112e-02
[180,] 1.0441972 1.0440651 1.0746636 -1.673063e-02 -2.623105e-03
[181,] 0.9541010 1.0040065 0.9757903 -1.983805e-02 4.821225e-02
[182,] 0.9592199 1.0521266 0.9493060 -9.546634e-04 2.661099e-03
[183,] 1.0365784 0.9812304 0.9837939 -3.120847e-03 -4.319613e-02
[184,] 1.0176270 1.0563744 0.8631592 6.807015e-03 -4.314527e-02
[185,] 0.9163896 0.9537133 1.0232960 4.428496e-02 9.541266e-03
[186,] 0.9400514 0.9466804 0.9872948 -2.530485e-02 4.609704e-02
[187,] 0.9877366 0.9956777 1.0309634 -4.722068e-02 -1.542470e-02
[188,] 0.9555599 1.0240544 1.0230670 2.879347e-02 -4.818976e-02
[189,] 1.0309269 1.0049456 1.0023638 2.706051e-05 -4.895211e-02
[190,] 0.9401153 0.9942449 1.0289975 -2.253697e-02 -3.954794e-02
[191,] 1.0372427 1.0090435 1.0024607 3.546481e-02 -3.208853e-02
[192,] 0.9383888 1.0327237 1.0207654 2.723757e-04 4.192080e-03
[193,] 1.0575500 0.9571013 1.0599550 -7.255731e-03 -1.145593e-02
[194,] 1.0271849 0.9343043 1.0656107 2.296738e-02 -1.333784e-03
[195,] 0.9562972 1.0557996 1.0455448 -4.565861e-02 7.133910e-03
[196,] 0.9438660 1.0204921 1.0679511 -2.415914e-03 1.288087e-02
[197,] 0.9610585 0.9890277 0.9586204 -3.901905e-02 -3.840412e-02
[198,] 1.0239699 1.0521156 0.9581095 2.869767e-02 -1.580568e-02
[199,] 1.0305914 0.9809553 1.1140552 1.104172e-02 3.626513e-03
[200,] 0.9697946 1.0420115 0.9681813 3.596434e-03 4.601476e-02
[201,] 0.9806993 1.0254492 1.0112599 -3.047090e-02 -4.348280e-02
[202,] 1.0508809 1.0093765 0.9626488 -2.085175e-02 2.971323e-03
[203,] 0.9842986 0.9474261 1.0466139 4.551877e-02 -3.945360e-02
[204,] 0.9516710 0.9879790 0.9428603 5.391820e-03 -3.320282e-02
[205,] 1.0774512 0.9690732 1.0555637 3.182478e-02 -9.168065e-03
[206,] 1.0021301 1.0359836 1.0180439 -1.064621e-02 -1.673790e-02
[207,] 0.9024957 0.9840827 1.0609497 -5.484082e-03 1.788091e-02
[208,] 0.9478756 1.0585817 0.9968803 -1.070993e-02 -3.440120e-02
[209,] 0.9998986 1.0096455 1.0286645 -7.775560e-03 -2.404130e-02
[210,] 1.0074048 1.0639512 0.9647224 -1.216866e-02 3.264404e-02
[211,] 0.9584871 1.0144579 0.9858182 -1.544255e-02 1.169982e-02
[212,] 1.0721310 1.0495423 0.9849584 -2.297351e-02 4.802869e-02
[213,] 1.0046006 0.9748544 0.9559947 2.276022e-02 5.144981e-03
[214,] 0.9934876 0.9942379 0.9955055 4.067607e-02 -4.756858e-02
[215,] 1.0312795 1.0135828 1.0537329 -4.556514e-02 3.516533e-02
[216,] 1.0144422 0.9634779 0.9832634 4.968947e-03 -6.309849e-03
[217,] 1.0072624 0.9681129 1.0170292 2.624221e-03 -2.922148e-03
[218,] 0.9792634 1.0173781 1.0380685 1.580349e-02 -1.932469e-02
[219,] 0.9830844 1.0202018 1.0267376 -4.387362e-02 7.254883e-03
[220,] 0.9543244 1.0201099 0.9859541 -1.991810e-03 -4.337399e-02
[221,] 1.0305776 1.0257263 1.0026293 -5.439920e-03 -3.449637e-02
[222,] 1.0425177 1.0129379 1.0093913 -5.506059e-03 1.938247e-02
[223,] 0.9611869 1.0399287 0.9271041 -1.635948e-02 2.581639e-02
[224,] 1.0791503 1.0371537 1.0470170 3.649771e-02 4.153940e-02
[225,] 0.9880863 1.0020780 1.0067990 4.021415e-02 -1.433348e-02
[226,] 0.9883794 1.0173089 1.0118036 -2.935387e-02 2.199282e-02
[227,] 0.9768019 0.9675810 1.0180323 -1.926508e-02 1.778772e-02
[228,] 1.0058392 0.9262287 0.9935737 -3.892012e-02 8.578990e-04
[229,] 0.9536079 0.9093081 1.0002000 4.395079e-02 -1.662407e-02
[230,] 1.0112619 1.0397717 0.9564272 -1.991437e-02 1.323773e-02
[231,] 1.0609689 1.0111184 1.0298062 1.272354e-02 1.040914e-03
[232,] 1.0083200 1.0047669 0.9729238 -4.050193e-02 -4.747307e-02
[233,] 0.8928440 0.9831625 0.9669774 -3.540825e-02 -7.612830e-03
[234,] 0.9498138 1.0160540 1.0472198 4.339462e-02 4.315928e-02
[235,] 1.0582238 1.0351696 0.9715994 -2.814602e-02 7.961794e-03
[236,] 1.0281191 1.0687696 1.0049887 1.585828e-02 1.786220e-02
[237,] 1.0031269 1.0130179 1.0473924 -4.398051e-02 1.948994e-02
[238,] 0.9878944 1.0078326 0.9468617 -1.492098e-02 5.834278e-03
[239,] 0.9989546 0.9675145 0.9841428 -4.804051e-02 6.961529e-03
[240,] 1.0348467 1.0430901 0.9826580 3.514264e-02 -2.380898e-02
[241,] 1.0359253 0.9099170 0.8661242 4.849859e-02 -3.595300e-02
[242,] 0.9955487 1.0221093 0.9266191 -2.869006e-02 2.273334e-02
[243,] 1.1227579 0.9869487 1.0224910 -4.205113e-02 1.868602e-02
[244,] 1.0722515 1.0067247 1.0940366 -1.048999e-02 3.970141e-03
[245,] 1.0397828 0.9611830 0.9725485 5.365321e-04 4.669851e-02
[246,] 1.0305008 0.9583449 0.9772923 -2.406176e-02 -1.882075e-03
[247,] 0.9685907 0.9217290 0.9767276 1.562660e-02 3.582995e-02
[248,] 0.9635428 0.9357901 1.0312511 -2.805104e-02 -1.638938e-02
[249,] 0.9954294 1.0744472 0.9642927 -2.642903e-02 4.848339e-02
[250,] 1.1201895 1.0867525 1.0258724 3.467734e-02 3.556537e-02
[251,] 1.0434333 0.9587481 0.9717091 -8.251881e-03 2.565266e-02
[252,] 0.9254721 1.0156064 1.0588729 -4.250216e-02 1.626112e-02
[253,] 0.9786631 0.9594067 0.8948511 -4.930214e-02 -9.854020e-03
[254,] 0.9562438 0.9754170 0.9957577 4.808846e-02 -1.421223e-02
[255,] 1.0511654 0.9712044 0.9260726 4.068807e-02 -9.841540e-03
[256,] 0.8926873 0.9920741 1.0045668 -3.536286e-02 4.159461e-02
[257,] 1.0559816 0.9903818 0.9184010 -4.810673e-02 -4.016308e-02
[258,] 1.0094813 0.9029310 0.9782988 -5.214798e-03 -2.823394e-02
[259,] 1.0331523 0.9977023 1.0597452 -1.595831e-02 -1.637141e-02
[260,] 1.0106140 0.9973759 0.9308706 2.310198e-02 1.356404e-02
[261,] 1.0507535 1.0035496 0.9591011 4.883737e-02 -1.945175e-02
[262,] 1.0381984 1.0053949 1.0252858 -4.263444e-02 -3.981172e-03
[263,] 0.9581426 1.0071044 1.0583383 -1.385718e-02 -6.185815e-03
[264,] 0.9714462 0.9076597 1.0422666 -1.020331e-02 1.470534e-02
[265,] 1.0306539 1.0721527 0.9958526 2.066100e-02 -1.293365e-02
[266,] 1.0627057 1.0022357 0.9842744 -3.191906e-02 -3.764021e-02
[267,] 1.0080666 0.9286505 0.9056099 -1.648907e-03 3.851565e-02
[268,] 1.0063602 1.0600304 0.9210477 -1.994752e-02 -3.248193e-02
[269,] 1.0672193 1.0107760 1.0370360 -5.209263e-03 -2.524097e-02
[270,] 1.0031216 0.9981380 1.0370935 -3.441276e-02 3.633067e-02
[271,] 1.0108085 0.9902646 1.0043157 9.008502e-04 -4.276247e-02
[272,] 0.9849505 1.0340575 1.0353549 3.639464e-02 -1.105533e-02
[273,] 1.0719673 0.9960803 1.0172949 2.567603e-02 -2.996352e-02
[274,] 1.0300710 0.9828367 0.9725785 9.443623e-04 -4.107522e-02
[275,] 1.0116784 1.0468551 0.9758177 -4.628124e-02 3.694402e-02
[276,] 1.0970844 1.0401553 1.0018200 4.519058e-02 4.208397e-02
[277,] 1.0661245 0.9666383 0.9743644 -1.502857e-02 2.257160e-02
[278,] 0.9840425 0.9318034 0.9820998 -2.846916e-02 3.760068e-02
[279,] 0.9699745 1.0770739 1.0368372 4.676226e-02 -4.856203e-02
[280,] 0.9096747 0.9656251 0.9346677 4.937786e-02 -1.975175e-02
[281,] 1.0100699 0.9800800 1.0231836 6.452796e-03 2.726332e-02
[282,] 0.9088342 1.0088292 0.9621691 -2.373310e-04 4.921695e-02
[283,] 1.0039323 0.9672233 0.9088011 -4.272858e-02 -1.778846e-02
[284,] 0.9872229 1.0359801 1.0085501 7.959327e-03 -5.062511e-03
[285,] 1.0808754 0.9857410 0.9705356 -3.676814e-02 -3.836206e-02
[286,] 0.9825914 0.8825027 1.0045165 -8.354114e-03 2.040286e-02
[287,] 0.9705281 1.0033317 1.0198419 -9.916211e-04 -8.260821e-04
[288,] 1.0314984 0.9986154 1.0448978 -2.880768e-02 -3.910429e-02
[289,] 0.9935197 1.0522924 1.0799832 1.291287e-02 8.694283e-03
[290,] 1.0200053 0.8903710 1.0249949 -4.744830e-02 -1.925406e-02
[291,] 1.0218340 1.0252708 1.0949211 2.931558e-02 -2.388613e-02
[292,] 1.0170859 0.9573786 1.0578914 1.025185e-02 4.886585e-03
[293,] 1.0610449 0.9858663 1.0452047 -4.656803e-02 4.352288e-02
[294,] 0.9907826 1.0262487 0.9834940 -3.532102e-02 -2.210771e-02
[295,] 0.9925301 1.0649095 1.0213001 2.761660e-03 3.989633e-02
[296,] 0.9955740 0.9954853 0.8554608 -3.936086e-02 -4.499306e-02
[297,] 0.9980565 1.0535016 0.9656324 -1.924197e-02 -1.699989e-02
[298,] 1.0215307 0.9655306 1.0052962 7.123005e-03 -1.179084e-02
[299,] 0.9804717 1.0344567 0.9735013 1.922860e-02 1.298415e-02
[300,] 0.9824558 1.1280203 0.9201245 -4.412840e-02 -2.463296e-02
[301,] 1.0058814 0.9516740 0.9920766 9.273030e-03 2.754130e-02
[302,] 0.9782459 1.0277097 0.9807760 3.714797e-02 4.215929e-03
[303,] 1.0208627 1.0563302 0.9753636 -3.580537e-02 -2.824513e-03
[304,] 0.9714079 1.0070680 1.1635498 5.999565e-03 3.762683e-02
[305,] 1.0531838 1.0170197 0.9531529 4.960917e-02 1.557279e-02
[306,] 0.9135084 1.0456971 1.0099783 -1.275689e-02 -3.343680e-02
[307,] 1.0633417 0.9866969 0.8011861 2.585223e-02 -2.973664e-02
[308,] 0.9950429 1.0280879 1.0080120 -1.568691e-03 2.309058e-02
[309,] 1.0342724 1.0472180 0.9345026 4.368923e-02 3.400977e-02
[310,] 0.9753935 1.0519263 0.9638431 -1.261075e-02 -1.780597e-02
[311,] 1.0169801 0.9806462 0.9692742 2.684750e-02 -4.415873e-02
[312,] 0.9849004 0.8881853 0.9936470 -1.783000e-02 -2.470680e-02
[313,] 1.0314519 0.9427397 0.9576180 -1.326086e-02 8.615179e-04
[314,] 0.9900450 0.9830754 1.0377650 2.311042e-02 3.767735e-03
[315,] 1.0382682 0.9880165 1.0593750 -3.585637e-03 -6.269065e-03
[316,] 0.8908475 0.9477966 1.0399333 -4.584475e-02 2.090181e-02
[317,] 0.9217373 1.0306530 1.0479989 -4.775296e-02 4.486148e-03
[318,] 0.9718666 0.9260433 0.9871167 -2.632138e-02 3.232365e-02
[319,] 1.0856369 0.9821314 1.0074910 -1.815300e-02 1.690725e-03
[320,] 0.9623597 0.9513740 0.9982894 -3.002288e-02 4.177415e-02
[321,] 0.9127543 0.9832594 0.9368066 3.321662e-02 -3.544460e-02
[322,] 1.0194427 0.8956787 0.9666330 2.429635e-02 -2.450213e-02
[323,] 0.8986950 0.9995052 1.0172919 4.643423e-02 -3.791649e-03
[324,] 0.9608685 0.8840824 0.9813879 -2.772823e-02 -1.054985e-02
[325,] 0.9099020 1.0177562 1.0271459 -3.215756e-02 -2.066790e-02
[326,] 0.9359393 1.0373987 1.0266421 2.509775e-02 1.706191e-02
[327,] 1.0224797 1.0343857 1.0783551 -3.746819e-02 -2.832261e-02
[328,] 1.0157238 1.0453014 0.9843638 5.774450e-03 1.398432e-02
[329,] 1.0677961 1.0233651 1.0688230 -3.669394e-02 -1.626218e-02
[330,] 0.9289550 1.0149898 1.0228987 4.278440e-02 -3.484651e-02
[331,] 1.0244834 0.9877097 0.9889209 -3.312827e-02 -1.505057e-02
[332,] 0.9552467 1.0396648 1.0009984 -3.480870e-02 4.241990e-02
[333,] 0.9560177 1.0042349 0.9477381 -4.517066e-03 2.016814e-02
[334,] 0.9560161 0.9819575 0.9020906 -3.259323e-02 -1.041663e-02
[335,] 1.0308697 1.0153387 0.9962412 -6.140062e-03 -3.474399e-02
[336,] 1.1301278 1.0104999 1.0072368 -6.871398e-03 1.615002e-02
[337,] 1.0496232 0.9732351 0.9587251 -8.283049e-03 2.983762e-02
[338,] 1.0124737 0.8314752 0.9741745 4.272182e-02 -3.250612e-02
[339,] 0.9453194 1.0412818 1.0732144 3.506237e-02 1.278789e-02
[340,] 0.9122358 1.0511981 1.0347798 3.435429e-02 -4.670882e-02
[341,] 0.9873489 1.0257927 1.0029249 4.582167e-02 -1.112848e-02
[342,] 0.9856418 1.0346779 1.0037154 9.748809e-03 3.252630e-02
[343,] 0.9945675 1.0139965 1.0222153 6.225237e-03 -1.008641e-02
[344,] 1.0031788 0.9863456 1.0153655 -3.075140e-02 1.921448e-02
[345,] 0.9884411 0.9211426 0.9372936 3.844131e-02 3.937384e-02
[346,] 0.9892478 0.9702284 0.9222735 1.335356e-02 4.478052e-02
[347,] 1.0258273 1.0426510 1.0445106 -1.999513e-02 1.052503e-02
[348,] 1.0356224 0.9871396 0.9368172 6.788564e-03 4.932803e-02
[349,] 1.0202402 1.0626085 0.9706663 -9.624885e-03 2.344142e-02
[350,] 0.9791319 1.0320014 0.9897588 1.619587e-02 -1.513127e-02
[351,] 0.9711647 1.0266325 0.9755440 4.604555e-04 4.290397e-03
[352,] 0.9372942 0.9901914 1.0535183 -4.356874e-02 1.224018e-02
[353,] 0.9916005 0.9581309 0.9838506 -1.207482e-02 -1.350506e-02
[354,] 1.0126702 1.0213201 0.9951816 -3.267669e-02 -1.368657e-02
[355,] 0.9890920 0.9289602 0.9659801 -4.298283e-02 2.568359e-02
[356,] 0.9782584 0.9934498 0.9788447 2.674906e-02 -4.068888e-03
[357,] 1.0507405 0.9951051 0.9888676 3.711060e-02 3.793144e-04
[358,] 1.0232577 1.0076811 1.0077857 3.249376e-02 1.760140e-02
[359,] 1.0421347 1.0216070 0.9553627 3.923906e-02 -1.489026e-02
[360,] 1.0045848 0.9954200 0.9849114 4.612867e-02 -7.945186e-04
[361,] 1.0311101 0.9689906 0.9990641 2.274528e-02 3.888465e-02
[362,] 1.0321077 0.9831238 0.9807950 1.155318e-02 -2.278272e-02
[363,] 1.0559396 0.9410583 1.0161311 6.364610e-03 3.112310e-02
[364,] 0.9379954 0.9920396 1.0069684 3.271684e-02 -1.827729e-02
[365,] 0.9654149 0.9916280 1.1372020 4.829591e-02 4.252835e-02
[366,] 0.9426162 0.9410031 0.9990195 -4.558974e-02 -4.088114e-02
[367,] 1.0355783 0.9817927 1.0204771 -1.365981e-02 -4.942479e-02
[368,] 1.0550712 0.9807864 0.9841241 -3.167697e-02 -1.510062e-02
[369,] 1.0585883 1.0234948 1.0352970 -3.570986e-02 4.433472e-02
[370,] 0.9879554 1.0111186 1.0936348 3.108126e-02 -1.507630e-02
[371,] 0.9677118 0.9704701 0.9899132 3.346971e-02 -3.701468e-02
[372,] 1.0138013 0.9401692 0.9951862 -3.962388e-02 3.702481e-02
[373,] 1.0019166 0.9977084 0.9856220 4.287603e-02 -3.642210e-03
[374,] 1.0633677 0.9830442 0.9020715 3.799979e-02 1.343423e-03
[375,] 1.0661833 0.9549643 1.0027797 -5.519606e-03 1.840141e-02
[376,] 0.9841321 1.0448999 0.9936567 -4.891141e-02 3.267989e-02
[377,] 1.0280812 0.9695527 1.0172032 -2.547718e-02 2.075172e-02
[378,] 1.0584889 0.9998904 0.9339621 2.063201e-03 -1.205066e-02
[379,] 0.9429162 0.9703547 0.9927238 4.744946e-02 3.886884e-02
[380,] 0.9442336 1.0264265 1.0441704 -4.310560e-02 2.273734e-02
[381,] 0.9564963 0.9916797 0.9609208 3.262238e-03 -1.505559e-02
[382,] 1.0056746 1.0246802 0.9705265 2.970079e-02 -2.622106e-02
[383,] 1.0506712 1.0262337 1.0240018 -2.960879e-02 3.790164e-02
[384,] 1.0076672 1.0308156 0.9937206 -1.646956e-02 3.816034e-02
[385,] 0.9537844 1.0489416 0.9957635 2.228195e-03 3.631051e-02
[386,] 1.0100863 0.9795659 1.0290782 4.248237e-02 -4.029343e-02
[387,] 0.9403736 1.0092216 1.0267089 -3.063476e-02 -2.741805e-02
[388,] 1.0165792 1.0271659 0.9756440 -3.281600e-02 -3.966760e-02
[389,] 0.9903942 0.9578771 0.9550671 -3.410210e-02 3.866441e-02
[390,] 1.1004467 1.0176807 1.0506576 4.284843e-03 -7.593730e-03
[391,] 1.0059603 1.0478662 1.0523246 -2.285007e-02 -1.904814e-02
[392,] 1.0176693 1.0796362 1.0174588 -3.521251e-02 3.447195e-02
[393,] 1.0173879 0.9330588 0.9434346 8.598395e-03 -6.468815e-03
[394,] 0.9525411 1.0325184 1.0023535 2.902161e-02 -1.148937e-02
[395,] 1.0292775 0.9778278 0.9693299 -2.107464e-02 2.349644e-02
[396,] 0.9865237 0.9745993 0.9415786 4.427878e-02 -1.374523e-02
[397,] 0.9778468 1.0417832 0.9713492 3.017762e-02 -4.206357e-02
[398,] 1.0011399 1.0164274 0.9800776 -3.422783e-02 4.381804e-02
[399,] 1.0143516 0.9826475 1.0753727 -8.900798e-03 -1.543104e-02
[400,] 0.9381437 1.0639995 0.9929563 -4.891044e-03 4.428101e-02
[401,] 1.0250693 0.9489076 1.0457642 -1.216708e-02 -2.131706e-02
[402,] 1.0396327 1.0060137 0.9690283 -2.426115e-02 -3.360066e-02
[403,] 0.9746047 0.9491997 1.0168605 1.941316e-02 -2.949657e-02
[404,] 0.9958653 0.9953916 0.9881814 -4.572877e-02 -6.957672e-03
[405,] 1.0077498 0.9550941 0.9761679 -3.295955e-02 3.502236e-02
[406,] 0.9188184 0.9638884 0.9446854 1.685405e-02 2.632876e-02
[407,] 1.0412862 1.0027170 1.0648089 1.339488e-02 4.221053e-02
[408,] 0.9820500 1.0161967 1.0142286 2.844855e-02 3.852367e-02
[409,] 0.9581514 1.0615659 0.9921481 -6.507483e-03 -4.754600e-02
[410,] 1.0388752 1.0098253 0.9781248 4.099279e-02 -3.571077e-02
[411,] 0.9749491 0.9371959 0.9983198 -4.184284e-02 3.491466e-02
[412,] 0.9904094 1.0262211 1.0588635 -1.500700e-02 -2.019470e-02
[413,] 1.0141811 0.9713844 1.0067046 -2.320826e-02 8.334608e-03
[414,] 0.9221031 1.0150766 0.9491109 -4.509763e-02 1.477761e-02
[415,] 0.9446318 1.0906031 0.9988052 2.483923e-02 -6.639395e-03
[416,] 1.0605903 0.9832826 1.0012116 -2.087687e-02 4.324398e-02
[417,] 0.9955427 0.9998991 1.0066731 -4.147027e-02 -8.410086e-03
[418,] 1.0246378 1.0196490 0.9581540 5.392469e-03 4.242397e-02
[419,] 1.0329940 0.9856627 1.0023102 2.592347e-02 -1.506431e-02
[420,] 1.0588115 0.9984401 1.0435403 2.999489e-02 4.087062e-02
one_doublet_four_clusts() works
Code
one_doublet_four_clusts(n = 440, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 6.588827e-02 -0.0926876343 0.0187123705 0.9845085544 -0.0178401442
[2,] -3.210793e-02 0.0614230596 -0.0354726271 0.9438557806 -0.0375745154
[3,] -6.460282e-02 0.0098096350 -0.1349005364 0.9156109846 -0.0336614738
[4,] 6.424060e-02 -0.0121737891 0.0303544716 1.0569883750 0.0888387485
[5,] 1.887505e-02 0.1400370982 -0.0537006183 1.0519324939 0.0321521821
[6,] -7.707201e-03 -0.0553172705 -0.0138333916 0.9030271084 -0.0070047787
[7,] -7.660630e-02 0.0447180630 -0.0437017690 1.0850561605 0.0762643633
[8,] 1.953415e-02 0.0402151405 -0.0389320198 0.9804796977 0.0302586227
[9,] -2.322338e-02 -0.0029708373 -0.0058162517 0.9973787699 0.0807670195
[10,] 1.489620e-01 0.0239976742 0.0174046838 1.0133555679 -0.0321887529
[11,] 1.810441e-02 -0.0514076733 0.0088401015 0.9744679431 -0.1209826633
[12,] -1.089040e-03 0.0437659042 0.0172831652 0.9859045264 0.0081503673
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[422,] 4.695572e-02 -0.0073154801 -0.0218228660 4.356874e-02
[423,] 8.183120e-02 0.0609156151 -0.0265696646 1.207482e-02
[424,] 2.382119e-02 -0.0073094724 -0.0153152140 3.267669e-02
[425,] -3.162997e-02 -0.0781111519 0.0240669048 4.298283e-02
[426,] -3.586918e-02 0.0254531151 -0.0479992438 -2.674906e-02
[427,] 2.113647e-02 0.0263089441 0.0268488124 -3.711060e-02
[428,] -3.793087e-02 0.0460609592 0.0361925531 -3.249376e-02
[429,] -8.070501e-02 0.0721301869 -0.0293889726 -3.923906e-02
[430,] -7.099648e-02 -0.0456536463 -0.0367410393 -4.612867e-02
[431,] 8.624178e-02 0.0136535511 0.0360360937 -2.274528e-02
[432,] -1.369584e-03 0.0814140102 -0.0193466131 -1.155318e-02
[433,] -5.054666e-02 0.0846303228 0.0431824336 -6.364610e-03
[434,] 4.559870e-02 0.0811787196 -0.0083980166 -3.271684e-02
[435,] 4.685641e-02 0.0722961504 0.0496134483 -4.829591e-02
[436,] -3.469604e-03 0.0156234676 0.0119335725 4.558974e-02
[437,] -8.168719e-02 0.0127303921 -0.0042821056 1.365981e-02
[438,] 3.933644e-03 -0.0101486601 -0.0032072415 3.167697e-02
[439,] 2.968971e-02 0.0465262793 -0.0033494647 3.570986e-02
[440,] -7.764193e-03 -0.0739633397 0.0422275277 -3.108126e-02
one_doublet_diff_var_clust() works
Code
one_doublet_diff_var_clust(n = 260, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.1317765422 -0.1483002149 1.871237e-02 0.9845086 -0.028544231
[2,] 0.9357841357 0.0982768953 -3.547263e-02 0.9438558 -0.060119225
[3,] 0.8707943669 0.0156954161 -1.349005e-01 0.9156110 -0.053858358
[4,] 1.1284811921 -0.0194780626 3.035447e-02 1.0569884 0.142141998
[5,] 1.0377501009 0.2240593572 -5.370062e-02 1.0519325 0.051443491
[6,] 0.9845855972 -0.0885076327 -1.383339e-02 0.9030271 -0.011207646
[7,] 0.8467873914 0.0715489008 -4.370177e-02 1.0850562 0.122022981
[8,] 1.0390683027 0.0643442248 -3.893202e-02 0.9804797 0.048413796
[9,] 0.9535532365 -0.0047533396 -5.816252e-03 0.9973788 0.129227231
[10,] 1.2979239394 0.0383962788 1.740468e-02 1.0133556 -0.051502005
[11,] 1.0362088253 -0.0822522773 8.840101e-03 0.9744679 -0.193572261
[12,] 0.9978219210 0.0700254467 1.728317e-02 0.9859045 0.013040588
[13,] 1.0253818148 -0.0975132648 -1.642179e-03 0.9791187 -0.081166804
[14,] 0.9927646665 0.0111610851 4.214977e-02 1.0376890 0.049307814
[15,] 0.9490379670 -0.0662937434 -3.286375e-02 0.9509659 -0.000344690
[16,] 1.0380111459 0.0130054583 9.439960e-02 1.0264624 -0.050777691
[17,] 0.9688363328 0.0541834084 4.911361e-02 1.0246518 -0.168395280
[18,] 1.0340937404 0.0843116552 2.385050e-02 0.9371883 0.040768366
[19,] 1.0407959373 0.0809781976 -6.592406e-02 1.0150713 0.052873276
[20,] 1.0980137755 0.1348503087 5.595998e-03 0.9310522 0.004399885
[21,] 1.1337507328 -0.0045197123 8.310896e-03 0.9453104 -0.049415290
[22,] 0.9002979596 -0.0905076364 -7.623355e-02 0.9769655 0.090231561
[23,] 0.9848773256 -0.0350764352 5.024812e-02 0.9795593 -0.107356720
[24,] 0.8672361668 0.1445458259 -9.373328e-03 1.0404868 0.068920630
[25,] 1.0347651393 0.0055680151 -7.293414e-02 1.0101761 0.081370698
[26,] 1.0372245773 -0.0029281794 -8.022520e-02 0.9646388 0.006837781
[27,] 1.0110381481 0.0140135026 -1.582468e-02 0.9167271 0.022262853
[28,] 1.0135696286 0.0917530984 3.814820e-03 1.0601147 0.046047235
[29,] 0.9121491893 -0.0932985042 -1.182922e-02 1.0296330 -0.125974139
[30,] 1.1254579598 -0.0290636567 -8.991393e-03 1.0160513 0.207837953
[31,] 0.9804303236 -0.1373451456 4.305581e-03 0.9683970 -0.031927915
[32,] 0.9104527772 0.0471533802 -2.823341e-02 1.0015474 -0.033761580
[33,] 1.0362618374 -0.0150451014 -4.680629e-02 1.0075350 -0.165812996
[34,] 1.0667897958 0.0848616545 1.138959e-02 1.0881939 0.014498127
[35,] 1.0270896579 -0.0448039553 -8.893490e-03 1.0599020 0.051581111
[36,] 0.9575397392 0.1809063934 3.477193e-02 0.9225677 -0.114598178
[37,] 0.9783218480 0.1312849727 3.522082e-02 1.0238995 0.041718574
[38,] 1.1000308195 -0.0080884162 -7.688149e-02 1.0260808 -0.049576766
[39,] 1.0546722588 0.0762187234 5.587806e-03 0.9288535 0.073267908
[40,] 0.9123327523 0.0866767654 9.103762e-02 0.9720851 0.071283305
[41,] 0.9369163585 -0.0887370710 -3.532818e-02 1.0250860 0.031212261
[42,] 0.8750076936 -0.0850321922 8.124201e-02 0.9300220 -0.045463532
[43,] 1.1906181246 -0.0481886095 -1.545942e-02 1.0796169 -0.096908363
[44,] 1.1267341492 0.0069789856 4.910247e-02 0.9712218 -0.054271946
[45,] 0.8733019053 -0.0730387709 -1.360144e-02 0.9331954 -0.041838838
[46,] 1.0807281135 -0.2304793992 8.906976e-02 0.9226315 0.105258028
[47,] 0.9822271969 -0.0118296192 2.664657e-02 0.9290396 -0.127337181
[48,] 1.1098538422 -0.0600133444 2.861579e-02 0.9263375 0.110576763
[49,] 1.0329932192 -0.0375521120 6.484737e-03 1.0339002 0.017444824
[50,] 1.0705865978 0.1522328643 -7.655123e-02 0.9968784 -0.030858958
[51,] 1.2518759243 -0.1011830428 -1.240555e-02 0.9592049 0.085568152
[52,] 1.0241520038 0.1136902137 -4.725973e-02 0.9570450 -0.059385570
[53,] 1.1087723835 -0.2604102090 4.333230e-02 0.9424975 -0.086446819
[54,] 0.9394199850 0.0031365560 2.393560e-02 1.0458660 -0.037832200
[55,] 1.1149371348 -0.0629546015 -1.630419e-02 1.0365508 0.007689743
[56,] 0.9688275605 -0.0841038385 1.215823e-02 1.0630534 -0.074796116
[57,] 1.0175725294 -0.0104496859 6.962819e-02 0.9530852 0.084977142
[58,] 0.8559297185 -0.0174996532 -2.452299e-02 1.0746759 -0.130205575
[59,] 0.8999187324 -0.0528793613 -9.947305e-03 0.9706006 -0.086796993
[60,] 0.9890189134 0.0483841970 -3.992405e-02 0.9179110 -0.007303011
[61,] 1.0231178616 0.0325279056 -3.841271e-02 1.0101643 -0.068753052
[62,] 1.0540101102 0.0438504828 -6.513210e-03 1.0315458 -0.089084851
[63,] 1.0187195919 0.0789722077 -2.661839e-02 0.9106630 -0.018501591
[64,] 0.9641113008 0.1295958954 3.585330e-03 1.0053537 -0.062213922
[65,] 0.8741304761 -0.0332092575 2.115046e-02 0.9240793 -0.055730560
[66,] 1.0501700233 0.0372704109 -2.669088e-02 1.0397527 0.010326332
[67,] 1.1570077059 0.0075196713 -2.217416e-02 0.9322003 -0.023581651
[68,] 1.0569543171 0.0128367484 4.444029e-02 1.0650982 0.041614032
[69,] 1.0808052678 -0.1201792953 3.529943e-02 0.9750085 -0.010679153
[70,] 1.0660106168 0.0863966554 -4.531145e-02 0.9913004 -0.040544039
[71,] 0.9503100027 -0.2148627267 -1.833200e-02 0.9484688 -0.053637259
[72,] 0.9651826496 -0.0324925434 -9.438520e-02 0.9810519 0.051215686
[73,] 1.0829289105 0.1110477460 5.542526e-02 1.0441697 -0.039454793
[74,] 1.0290681113 -0.0294085420 9.886321e-03 1.0164880 0.137513551
[75,] 1.1170144219 -0.0101584092 -4.843103e-02 0.9443064 -0.116697216
[76,] 0.8730702319 0.0014454507 1.844253e-03 0.9418467 -0.020812312
[77,] 1.0273692300 -0.0806933414 -5.225387e-02 0.9864915 -0.036991267
[78,] 1.0080338547 -0.0035409128 3.631737e-02 0.9944622 -0.066470671
[79,] 1.1317551174 -0.0316207173 -5.390933e-02 0.9916372 -0.046889808
[80,] 1.0464696512 -0.0014115743 -1.121298e-01 1.1308437 0.080583233
[81,] 1.0804757189 0.0693686383 6.152877e-03 0.9875509 -0.136082056
[82,] 0.8590385988 0.0810717981 -1.102379e-02 1.0641481 -0.061287868
[83,] 1.0082510670 0.0048285150 2.650469e-02 0.9928427 0.043784330
[84,] 1.0328164011 -0.1178440821 -4.258988e-02 1.0101858 -0.112559688
[85,] 1.0142273242 -0.1495987433 7.342173e-02 1.0059945 0.151857768
[86,] 0.9180885210 -0.0882710662 -8.393931e-03 0.9451688 0.074426976
[87,] 0.9426731984 -0.0640039056 -4.180144e-02 0.9695287 0.144468530
[88,] 0.9647118402 -0.1224023430 1.459098e-02 1.0538963 0.044649543
[89,] 1.1950913300 -0.0649009171 5.173932e-02 1.0072891 0.031834664
[90,] 1.1657808058 -0.0407667898 1.406455e-02 0.9871357 0.058057760
[91,] 0.9154287337 -0.0196883835 -2.157658e-03 1.0146515 0.120469210
[92,] 0.9107551671 0.0887855344 1.198428e-02 1.0104417 0.012032367
[93,] 1.1004218049 -0.0108366021 5.658678e-02 0.9299994 -0.025489818
[94,] 0.9577718438 0.0122753326 -1.770802e-02 0.9929210 -0.107962789
[95,] 0.9111840003 0.0391555315 -1.783081e-02 0.9811693 0.121297907
[96,] 0.9481436658 -0.1120700559 -1.708359e-02 0.9971784 0.009279264
[97,] 0.9719526226 0.0222915380 -1.514855e-02 1.0313700 0.011956161
[98,] 0.8834873459 -0.0688312080 -4.780701e-03 1.0240660 -0.068653778
[99,] 0.9467058789 -0.0081748894 4.572058e-03 1.0513185 -0.068706044
[100,] 1.1271919860 0.0786611043 -3.508633e-02 1.0495688 -0.023214236
[101,] -0.0228697169 0.0111438905 8.449064e-03 0.9924308 1.030760752
[102,] 0.0256085086 0.0056345379 6.855626e-03 0.9113060 1.000113039
[103,] -0.0259933717 0.0152704959 3.432523e-02 0.9849786 1.031710777
[104,] 0.0042808843 0.0169415120 2.034858e-02 0.9678970 1.017324391
[105,] 0.0252205232 0.0323757460 -5.272507e-03 1.0413240 1.011788158
[106,] -0.0222105803 -0.0221313500 2.648820e-02 0.9845099 1.031771199
[107,] -0.0124993920 -0.0182730394 1.662171e-02 0.9764268 1.018513149
[108,] -0.0019068861 -0.0049053922 -1.276266e-02 1.0714928 0.996647953
[109,] -0.0260445669 0.0104644061 -6.434097e-03 1.1027194 0.972704154
[110,] 0.0223184129 -0.0011058955 1.461056e-02 0.9734206 0.986164606
[111,] -0.0196142760 0.0390335039 1.129769e-02 0.9567497 0.975831226
[112,] 0.0323802991 0.0162046001 -1.398950e-02 1.0832729 0.985967538
[113,] -0.0221050345 0.0393577353 -2.507304e-03 0.9810000 1.006822323
[114,] 0.0173795847 -0.0057211394 1.462890e-02 1.0019744 1.023945384
[115,] 0.0112359969 -0.0282985892 -4.100425e-02 1.0388403 1.036270273
[116,] -0.0060971152 -0.0103481472 -4.049103e-03 1.0163658 1.014961125
[117,] 0.0117019499 0.0183321768 -1.283014e-02 0.9966341 0.992846943
[118,] -0.0476947236 -0.0209894990 1.144012e-02 0.9847767 1.011284408
[119,] 0.0168811014 -0.0223819308 -1.163045e-02 0.9880320 1.025926899
[120,] -0.0238345722 0.0074516638 -4.056647e-02 1.0640991 1.034856878
[121,] -0.0065832514 -0.0264687433 5.793640e-03 1.0178968 0.991424513
[122,] 0.0453237966 0.0002524610 -1.160220e-02 1.0026718 1.025153875
[123,] -0.0212027802 -0.0083386622 1.109978e-02 1.0563920 1.021544081
[124,] 0.0271347567 0.0243547617 3.606348e-02 1.0499017 1.017126300
[125,] -0.0118483319 0.0063257011 2.834967e-02 0.9138887 0.979908423
[126,] -0.0170908205 -0.0159621901 2.810398e-02 1.0462317 0.992854768
[127,] -0.0187100030 0.0148149882 1.448127e-02 1.0355507 1.000205142
[128,] -0.0294440738 -0.0163770549 4.030584e-02 0.9879283 1.041956498
[129,] -0.0125978692 -0.0023189896 -1.508619e-03 0.8985554 1.009600977
[130,] -0.0215149013 -0.0357857583 -5.243601e-02 1.0007372 1.000461215
[131,] -0.0047450881 0.0080629338 8.502725e-04 1.0160452 1.006085390
[132,] 0.0231543821 0.0174969554 6.868703e-03 1.0037254 1.017540514
[133,] 0.0119815580 -0.0108981931 -1.252033e-02 0.9779861 0.999064991
[134,] -0.0109925831 0.0004871809 -6.286379e-03 1.0194713 0.991493750
[135,] 0.0006449048 0.0235195659 1.484388e-03 1.0049171 0.990402457
[136,] -0.0048237366 -0.0093307115 -8.937386e-03 0.9821789 0.985255217
[137,] 0.0191101342 0.0107679982 -2.912412e-02 1.0017256 0.980732175
[138,] 0.0081192859 0.0207383468 1.888854e-02 0.9317855 1.003999418
[139,] 0.0167543492 0.0267998179 1.179359e-03 0.9969499 0.978480569
[140,] 0.0071609577 -0.0068983055 -1.919322e-02 1.0002898 1.010804581
[141,] -0.0096517607 -0.0158063686 4.345150e-03 1.0915321 1.015076045
[142,] 0.0183619608 -0.0286032661 -2.144298e-02 0.9840997 0.976921587
[143,] 0.0038150495 0.0346428707 -1.002996e-02 0.9977036 0.993289422
[144,] -0.0117138781 0.0128534358 -9.118059e-04 0.9905748 1.015541247
[145,] 0.0034242108 0.0101918638 -2.085808e-02 0.9014685 0.978862820
[146,] -0.0001074458 0.0165186038 3.386026e-02 0.9927286 1.013046397
[147,] 0.0238544994 0.0063039272 1.772025e-02 0.9266481 1.006843082
[148,] -0.0081338593 0.0193423211 -2.837911e-03 0.9398619 0.980514084
[149,] -0.0203324220 -0.0024119905 -1.685059e-03 0.9871750 0.990790918
[150,] 0.0049059762 -0.0122541993 1.384395e-02 1.0625264 1.013047958
[151,] 0.0059142561 -0.0262928650 -1.413121e-02 1.0335185 1.026156194
[152,] -0.0279387570 0.0479440586 -6.702887e-03 0.9382841 0.989879536
[153,] 0.0227698083 0.0074194965 -2.363096e-02 1.0247192 1.029617149
[154,] -0.0100534938 0.0184233264 -1.795566e-02 0.8720442 1.027806056
[155,] 0.0260790882 -0.0095396708 -2.649889e-02 0.9748870 0.979514513
[156,] -0.0167078585 -0.0207201601 -2.936690e-02 0.9652929 1.014041252
[157,] 0.0012257433 0.0006833375 -2.656115e-02 0.9650372 0.993689801
[158,] -0.0365952852 -0.0287819958 1.836295e-02 0.9414421 0.994099419
[159,] 0.0319133010 -0.0005707733 -2.821864e-02 0.9080289 1.003246389
[160,] 0.0166480134 0.0270174739 1.910404e-03 1.0388680 0.998209103
[161,] 0.0067490810 0.0494475060 4.165269e-03 0.9182228 0.981011706
[162,] -0.0186071670 -0.0293143077 4.158559e-02 0.9611616 0.974378219
[163,] -0.0210016388 0.0243250080 -3.906555e-02 0.9799865 0.982481830
[164,] 0.0225645267 0.0054503828 2.109718e-02 1.0396157 0.971414596
[165,] 0.0274529948 -0.0159342228 3.723632e-02 1.0221048 0.998645293
[166,] -0.0395625061 0.0309628042 8.496275e-04 1.0732107 1.020912602
[167,] 0.0171053872 -0.0269309121 -7.429239e-03 0.9786449 1.014680265
[168,] -0.0111217560 0.0056245438 3.138241e-03 0.9788042 1.009499550
[169,] 0.0163011800 -0.0319868055 4.290945e-05 0.9661827 0.984838467
[170,] -0.0073737484 -0.0032533321 3.258591e-02 0.9914100 1.000445475
[171,] -0.0130317509 -0.0027491750 1.698546e-03 1.0277618 0.982521986
[172,] -0.0092001601 0.0175873881 3.121254e-02 1.0562616 0.963663112
[173,] 0.0224706432 -0.0113635424 -1.146204e-02 1.0033766 1.012084007
[174,] -0.0044373267 0.0067508963 1.818982e-02 1.0265079 0.981882614
[175,] 0.0008021464 -0.0085897078 -1.367809e-02 0.9225272 1.007873267
[176,] 0.0235364497 -0.0058096688 7.855936e-03 1.0717759 1.012643491
[177,] -0.0020091201 0.0447420613 -4.564104e-03 0.9892747 1.025197265
[178,] -0.0106642708 0.0212219953 -1.040901e-02 0.9750309 0.967799745
[179,] 0.0397267077 0.0169707522 1.826840e-03 0.9990989 0.999720901
[180,] 0.0138531337 -0.0565851590 1.172175e-02 1.0725382 0.999167770
[181,] 0.0161489073 0.0088145062 -1.553326e-02 0.9565686 0.981676659
[182,] -0.0118119450 -0.0137423053 3.619940e-03 1.0007228 1.013136640
[183,] 0.0373376751 0.0137667685 -1.163164e-02 0.9733568 0.970642450
[184,] 0.0349096976 -0.0136536679 2.789606e-02 1.0220704 1.024597700
[185,] 0.0157507541 0.0107958796 4.081809e-02 1.0157588 1.029080387
[186,] -0.0223070632 0.0207473905 -1.288118e-02 0.9854018 0.989657352
[187,] 0.0018644485 -0.0091389597 -1.524234e-02 1.0201257 1.021354039
[188,] -0.0119295246 0.0411488759 -1.520660e-02 0.9738128 0.991628172
[189,] -0.0326368431 0.0370173370 4.159181e-03 0.9632188 0.984228804
[190,] 0.0226247017 -0.0157500152 -1.023399e-02 0.9590759 0.987844370
[191,] -0.0116175397 -0.0200892557 -3.589620e-02 0.9933636 1.009838723
[192,] 0.0182195415 0.0240733973 -2.205714e-03 1.1341491 0.989540871
[193,] 0.0044146315 0.0248344949 -6.504021e-03 0.9770866 0.980690468
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[163,] 0.0074270217 0.0402751624
[164,] -0.0081223728 0.0061085035
[165,] -0.0033838045 -0.0069835515
[166,] 0.0056762039 0.0457361139
[167,] -0.0334687594 0.0087228555
[168,] -0.0391721934 -0.0469017626
[169,] -0.0059298047 0.0436039094
[170,] 0.0219297039 0.0331367967
[171,] 0.0151391702 0.0458402229
[172,] -0.0368233143 0.0002402765
[173,] -0.0194195292 0.0183316005
[174,] 0.0295807796 -0.0280843832
[175,] -0.0048198993 -0.0070543081
[176,] 0.0368540985 0.0166228341
[177,] -0.0405031252 0.0023347416
[178,] 0.0095898091 -0.0134768937
[179,] -0.0387617312 0.0227439180
[180,] -0.0145959996 0.0189242775
[181,] 0.0050830929 0.0205061153
[182,] 0.0056587452 -0.0237074479
[183,] 0.0099708847 0.0087649442
[184,] 0.0097391307 0.0180849542
[185,] 0.0084277920 0.0370732466
[186,] -0.0124065980 0.0298617941
[187,] -0.0217121138 0.0229953368
[188,] 0.0453222483 0.0118760267
[189,] -0.0436806978 0.0167535721
[190,] -0.0460134654 0.0412020637
[191,] -0.0249971886 0.0200359791
[192,] 0.0302970471 -0.0357909019
[193,] 0.0109802886 0.0171436210
[194,] -0.0208104842 -0.0461581823
[195,] 0.0015315269 -0.0261626660
[196,] 0.0406956684 -0.0146694903
[197,] 0.0341847328 0.0307900222
[198,] 0.0370141670 -0.0134261323
[199,] 0.0036075814 0.0391812142
[200,] 0.0393441307 0.0194671430
[201,] -0.0425841593 0.0476235555
[202,] 0.0191586666 0.0419158873
[203,] -0.0066981854 -0.0327690489
[204,] -0.0352346117 -0.0045607653
[205,] 0.0282534044 0.0395164165
[206,] -0.0189838755 -0.0255855585
[207,] 0.0129009847 0.0396212403
[208,] 0.0293045085 0.0259547987
[209,] 0.0054965031 -0.0332721557
[210,] 0.0260949588 -0.0365888576
[211,] -0.0234771331 -0.0378751034
[212,] 0.0248285655 0.0173874496
[213,] -0.0424153037 -0.0144369666
[214,] 0.0368149740 0.0013964461
[215,] 0.0158439272 -0.0065095756
[216,] -0.0489428563 -0.0154371189
[217,] 0.0359202764 0.0205982878
[218,] 0.0410000905 -0.0490510972
[219,] 0.0126812249 -0.0235588013
[220,] -0.0448643980 -0.0341321403
[221,] 0.0409048510 -0.0424694882
[222,] -0.0018212875 -0.0179490892
[223,] -0.0184167661 -0.0459785547
[224,] -0.0049897156 -0.0467753241
[225,] 0.0364817734 -0.0316062534
[226,] -0.0420345180 -0.0082247943
[227,] 0.0223294745 0.0436428855
[228,] -0.0290742344 0.0070202729
[229,] 0.0419317768 0.0350345672
[230,] -0.0379528061 -0.0362442485
[231,] 0.0062474437 0.0112071644
[232,] 0.0204189867 0.0069599938
[233,] 0.0149722386 -0.0369332420
[234,] -0.0045026269 -0.0312849601
[235,] -0.0433678795 0.0026933589
[236,] 0.0407109458 0.0496922571
[237,] -0.0329637993 0.0188901837
[238,] 0.0337952730 -0.0049995567
[239,] -0.0004645721 -0.0479558591
[240,] 0.0216316602 0.0137609691
[241,] 0.0439910822 -0.0396187312
[242,] -0.0281893408 -0.0390531181
[243,] -0.0483460100 0.0456817744
[244,] -0.0337764774 0.0473073791
[245,] -0.0083785767 -0.0404143228
[246,] -0.0436409210 -0.0440361188
[247,] -0.0470512570 -0.0402761372
[248,] -0.0405179870 0.0201920262
[249,] -0.0304588867 -0.0235004636
[250,] -0.0076829123 0.0478643789
[251,] 0.0194542199 0.0419275230
[252,] 0.0483425215 -0.0079679708
[253,] -0.0492780290 -0.0010335822
[254,] 0.0050210585 -0.0182170368
[255,] 0.0388071269 -0.0210830736
[256,] -0.0117742238 0.0155000255
[257,] -0.0032593460 0.0208742636
[258,] 0.0230332233 0.0400675218
[259,] 0.0281853233 0.0446395343
[260,] 0.0473023058 0.0080823909
one_doublet_diff_patterns() works
Code
one_doublet_diff_patterns(n = 280, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 2.1038877 1.949893520 0.8370647323 1.9633601 0.876596117
[2,] 1.5203556 1.959325347 1.3712397847 1.8909185 1.377326036
[3,] 2.3467111 1.498528344 1.8288485692 1.5616807 1.770431630
[4,] 1.3931543 1.719165280 1.7104157376 1.7455086 1.681867301
[5,] 2.5086630 1.333724370 1.9241947842 1.3792628 1.936860953
[6,] 0.8530140 1.968421667 1.0161710932 2.0377927 0.980827612
[7,] 0.9417617 1.985351050 0.8956759315 1.9611208 0.885765448
[8,] 0.8329731 1.826403429 1.5386106856 1.8777713 1.504497388
[9,] 0.7763939 1.941097714 1.2708318849 1.9432878 1.244251396
[10,] 1.3610446 1.927531549 1.3919955920 1.8601341 1.413211393
[11,] 1.7059659 1.819325918 1.5673289183 1.8132265 1.564594152
[12,] 1.9014199 1.791926205 1.6274614128 1.7944098 1.597962520
[13,] 2.0472274 1.330597932 1.9376583578 1.2473812 1.946691297
[14,] 1.7027824 1.519424755 1.8843771329 1.4740385 1.858895714
[15,] 0.6395341 1.950719719 1.2815720438 1.9176207 1.247982809
[16,] 1.6054730 1.948985819 1.3386083609 1.9588610 1.358495265
[17,] 2.5227418 1.677944939 1.7243987995 1.6344452 1.728860175
[18,] 1.8336565 1.840711711 1.5755490866 1.8749568 1.564490177
[19,] 1.0973256 1.906738756 0.7144789014 1.9368111 0.689294562
[20,] 1.1425258 2.014658134 0.7852858099 1.9770396 0.797268667
[21,] 1.0376348 1.877630784 1.2750855898 1.9272856 1.265970816
[22,] 0.6821090 1.977421449 0.7995646251 1.9782373 0.875401629
[23,] 1.9313158 1.897826805 1.5499263582 1.8826857 1.501875652
[24,] 2.1137735 1.238246065 1.9743647224 1.2591670 2.020000511
[25,] 1.9368937 1.932257684 1.3227629413 1.9026509 1.308060102
[26,] 0.2006140 1.986879555 0.8363694426 1.9514455 0.827458274
[27,] 1.6822845 1.807890934 1.5140860394 1.8300458 1.531566636
[28,] 1.9920517 1.305135698 1.9736728218 1.3031409 1.926955896
[29,] 2.4144069 1.643139432 1.7232857065 1.6499795 1.738047625
[30,] 1.4925030 1.965037607 1.1928768195 2.0440731 1.290373417
[31,] 1.6776090 1.987391520 1.2789221782 1.9539088 1.224199681
[32,] 1.1940260 1.468693278 1.8922186865 1.4767802 1.875850009
[33,] 1.7114409 1.744004253 1.6860884001 1.7378992 1.686604710
[34,] 2.0988950 1.310948854 1.9092590532 1.3612519 1.892603097
[35,] 1.3700024 1.898195620 1.3429188408 1.9578919 1.355812466
[36,] 1.5660831 1.186273664 1.9706041860 1.1864766 2.003550661
[37,] 0.9719043 1.941999542 1.2334574434 1.9477182 1.312714005
[38,] 1.6739431 1.480261906 1.8591384587 1.5585006 1.867127447
[39,] 1.9368125 1.974915193 0.9923994615 2.0036265 0.973293869
[40,] 2.7262552 1.426029592 1.9057899344 1.4335986 1.919122864
[41,] 0.4162237 1.979584317 0.8377854506 1.9957584 0.884255999
[42,] 1.3733552 1.606260258 1.8267699299 1.5792307 1.824091497
[43,] 2.3943359 1.447523664 1.9261789614 1.4095870 1.882668211
[44,] 1.2646303 1.884172380 1.4651462966 1.8753217 1.435285060
[45,] 1.1447310 1.822954076 1.5781125125 1.7969723 1.634297713
[46,] 1.3178587 1.774618671 1.5668902454 1.8149520 1.580620122
[47,] 1.7973169 1.356199702 1.9284646439 1.3666624 1.942037331
[48,] 0.7916726 1.901521836 1.3713674774 1.9417732 1.348490731
[49,] 1.0283335 1.952492127 1.2975473428 1.9863488 1.269039342
[50,] 2.0163716 1.954315163 1.3593598975 1.9545585 1.371706356
[51,] 0.3530866 1.971238220 1.2706681101 1.9493067 1.309685526
[52,] 1.4257166 1.960786936 0.7777995216 1.9595258 0.777098736
[53,] 1.5369033 1.817641058 1.3881735003 1.8783845 1.462434992
[54,] 1.7493475 1.509344222 1.9052784464 1.5444348 1.882717763
[55,] 2.8239409 1.873643026 1.4547294506 1.9251547 1.401530098
[56,] 0.2713804 1.976188853 0.7663693252 1.9802860 0.852429315
[57,] 2.3150684 1.470539215 1.9189214933 1.5425189 1.875625025
[58,] 1.2841234 1.969651053 0.8702597942 2.0111654 0.874891380
[59,] 0.8331755 1.987065229 0.8613111400 2.0390152 0.873833922
[60,] 0.9493377 1.967275577 0.7173742930 1.9375195 0.690451823
[61,] 1.0982744 1.795890002 1.5970318655 1.7179963 1.630073356
[62,] 2.3395756 1.442280141 1.8934593100 1.4368005 1.898218122
[63,] 1.2622265 1.489082259 1.8591556887 1.4596300 1.870446868
[64,] 1.9663918 1.468060254 1.9192484437 1.4612608 1.843976747
[65,] 0.8714291 1.938581473 1.2563445292 1.9581705 1.325342537
[66,] 1.3816456 2.010465196 1.3162389778 1.9347838 1.299322622
[67,] 1.4490378 2.023356345 1.1251826204 1.9307399 1.108487325
[68,] 1.3110271 1.990721189 0.7463922422 1.9916990 0.869244172
[69,] 1.8475314 1.900357269 1.3504603932 1.9597392 1.327538354
[70,] 2.7970820 1.302311443 1.9128988832 1.3006038 1.989008070
[71,] 1.6928508 1.697818582 1.6882852523 1.6743013 1.704714292
[72,] 0.5994566 1.940531798 1.1513085792 2.0201088 1.137751348
[73,] 1.4040332 1.812162810 1.6109965291 1.7417552 1.660507478
[74,] 2.0061678 1.989082558 1.1270484285 2.0205518 1.065501567
[75,] 0.9878595 1.955137202 0.9591650730 2.0294117 0.964246992
[76,] 0.8305869 1.940381535 0.8276713285 1.9910808 0.832417054
[77,] 1.2649681 1.974646950 1.1274200164 1.9924903 1.214572658
[78,] 2.5084737 1.356892319 1.9710855985 1.3718711 1.967450574
[79,] 1.2843548 1.490391210 1.8852502453 1.4502484 1.805884319
[80,] 1.6702719 1.518277562 1.8615504849 1.6016116 1.822651823
[81,] 0.9407211 1.603743859 1.7801664919 1.5891875 1.819951500
[82,] 2.2204314 1.361262850 1.9266511557 1.3655423 1.903977591
[83,] 1.8353584 1.341014732 1.9339113001 1.3069186 1.945707622
[84,] 1.6398266 2.000827015 1.1623576377 1.9994301 1.113409738
[85,] 0.4566645 1.959374959 0.7726303899 1.9840540 0.715750485
[86,] 2.0585798 2.018261639 0.8814555036 1.9544242 0.930798003
[87,] 1.6795787 2.011148865 0.8733873302 2.0056608 0.871605311
[88,] 1.8280268 1.431467478 1.8942278239 1.4590051 1.874366881
[89,] 2.4076620 1.367618670 1.8886070500 1.3917415 1.893984612
[90,] 1.8273229 2.012973541 1.2688441413 1.9850822 1.304366843
[91,] 0.4846472 1.978032362 1.0543055038 2.0109339 1.017372583
[92,] 0.9345498 1.933529404 1.4240142014 1.8677354 1.420913048
[93,] 1.3017453 1.788522859 1.6506943051 1.7614579 1.543630444
[94,] 1.6039918 1.857701724 1.5431062481 1.8078883 1.525824996
[95,] 0.4585791 1.988226173 0.8749886070 1.9806975 0.950005220
[96,] 0.4310037 1.543837377 1.8250788611 1.5298673 1.872776210
[97,] 1.2315967 1.968169806 1.2629555543 1.9044304 1.297475646
[98,] 1.3358662 1.720412463 1.6667520943 1.7447093 1.717910368
[99,] 0.8556348 1.999802235 1.1106755737 2.0024532 1.068880121
[100,] 2.8760111 1.335116253 1.9226827128 1.3694749 1.939123094
[101,] 1.0295713 -0.105171460 -0.0353280279 1.0335185 0.104624777
[102,] 0.8603062 0.191776234 -0.0167572179 0.9382841 -0.040481858
[103,] 1.1138490 0.029677986 -0.0590774115 1.0247192 0.118468596
[104,] 0.9497325 0.073693306 -0.0448891453 0.8720442 0.111224225
[105,] 1.1303954 -0.038158683 -0.0662472260 0.9748870 -0.081941950
[106,] 0.9164607 -0.082880641 -0.0734172544 0.9652929 0.056165006
[107,] 1.0061287 0.002733350 -0.0664028835 0.9650372 -0.025240797
[108,] 0.8170236 -0.115127983 0.0459073689 0.9414421 -0.023602323
[109,] 1.1595665 -0.002283093 -0.0705466119 0.9080289 0.012985558
[110,] 1.0832401 0.108069895 0.0047760096 1.0388680 -0.007163589
[111,] 1.0337454 0.197790024 0.0104131732 0.9182228 -0.075953175
[112,] 0.9069642 -0.117257231 0.1039639846 0.9611616 -0.102487122
[113,] 0.8949918 0.097300032 -0.0976638785 0.9799865 -0.070072680
[114,] 1.1128226 0.021801531 0.0527429519 1.0396157 -0.114341615
[115,] 1.1372650 -0.063736891 0.0930907954 1.0221048 -0.005418827
[116,] 0.8021875 0.123851217 0.0021240689 1.0732107 0.083650406
[117,] 1.0855269 -0.107723648 -0.0185730966 0.9786449 0.058721058
[118,] 0.9443912 0.022498175 0.0078456017 0.9788042 0.037998199
[119,] 1.0815059 -0.127947222 0.0001072736 0.9661827 -0.060646130
[120,] 0.9631313 -0.013013328 0.0814647704 0.9914100 0.001781901
[121,] 0.9348412 -0.010996700 0.0042463646 1.0277618 -0.069912055
[122,] 0.9539992 0.070349552 0.0780313389 1.0562616 -0.145347554
[123,] 1.1123532 -0.045454169 -0.0286550957 1.0033766 0.048336028
[124,] 0.9778134 0.027003585 0.0454745382 1.0265079 -0.072469542
[125,] 1.0040107 -0.034358831 -0.0341952166 0.9225272 0.031493069
[126,] 1.1176822 -0.023238675 0.0196398411 1.0717759 0.050573966
[127,] 0.9899544 0.178968245 -0.0114102606 0.9892747 0.100789058
[128,] 0.9466786 0.084887981 -0.0260225247 0.9750309 -0.128801020
[129,] 1.1986335 0.067883009 0.0045671007 0.9990989 -0.001116398
[130,] 1.0692657 -0.226340636 0.0293043756 1.0725382 -0.003328921
[131,] 1.0807445 0.035258025 -0.0388331548 0.9565686 -0.073293364
[132,] 0.9409403 -0.054969221 0.0090498504 1.0007228 0.052546560
[133,] 1.1866884 0.055067074 -0.0290790988 0.9733568 -0.117430198
[134,] 1.1745485 -0.054614672 0.0697401456 1.0220704 0.098390799
[135,] 1.0787538 0.043183518 0.1020452270 1.0157588 0.116321549
[136,] 0.8884647 0.082989562 -0.0322029523 0.9854018 -0.041370592
[137,] 1.0093222 -0.036555839 -0.0381058595 1.0201257 0.085416157
[138,] 0.9403524 0.164595504 -0.0380164952 0.9738128 -0.033487312
[139,] 0.8368158 0.148069348 0.0103979517 0.9632188 -0.063084786
[140,] 1.1131235 -0.063000061 -0.0255849747 0.9590759 -0.048622520
[141,] 0.9419123 -0.080357023 -0.0897405091 0.9933636 0.039354893
[142,] 1.0910977 0.096293589 -0.0055142838 1.1341491 -0.041836515
[143,] 1.0220732 0.099337980 -0.0162600537 0.9770866 -0.077238128
[144,] 0.9968143 -0.002204965 -0.0225257575 1.0478920 -0.056793249
[145,] 1.1831025 -0.078028400 -0.0391657587 0.9652658 -0.050632602
[146,] 1.2064856 0.001793745 -0.0217232765 1.0203586 0.014980909
[147,] 0.9598781 0.082257635 0.0673924524 0.9945970 0.046513515
[148,] 0.9457736 -0.018443627 -0.0957843719 0.9539215 0.116492565
[149,] 0.8714984 0.120670914 0.0490982295 0.9923607 -0.096384663
[150,] 0.9578335 -0.057949907 0.0066570915 0.9537452 0.027096952
[151,] 1.0557195 0.033796257 -0.0075691698 1.0769019 -0.021739915
[152,] 1.0281727 0.027422506 -0.0886940170 1.0002826 0.082401361
[153,] 1.0763525 0.137300937 -0.0150213988 1.0792769 -0.095417621
[154,] 1.0847076 0.081394337 -0.0321030296 1.0433110 0.168073920
[155,] 1.1618787 -0.021090029 0.0413239964 1.0294704 0.082148261
[156,] 0.8893433 0.105952782 -0.0154900790 1.0794280 0.039207957
[157,] 0.9086348 0.066486828 -0.0235732039 1.0462829 0.118334606
[158,] 0.9754730 -0.051050644 0.0714927987 0.9916199 0.049357902
[159,] 1.0523220 -0.025736388 0.1027193665 0.9317604 0.045682619
[160,] 0.9944705 0.058442226 -0.0265793872 0.9654115 0.014180592
[161,] 1.1951675 0.045190744 -0.0432502859 0.9395781 -0.043845792
[162,] 1.0810230 -0.055957995 0.0832728564 0.9649188 -0.037482835
[163,] 1.1967887 -0.010029216 -0.0189999723 1.0170558 -0.052825532
[164,] 0.9713943 0.058515580 0.0019744348 1.0598635 0.135890875
[165,] 0.8585071 -0.164017015 0.0388403186 1.0906757 -0.104680920
[166,] 0.9482593 -0.016196410 0.0163657743 1.0374028 -0.055415184
[167,] 1.0916609 -0.051320568 -0.0033659421 0.9821174 -0.135681260
[168,] 0.8950525 0.045760476 -0.0152232521 1.0282110 -0.031638483
[169,] 0.8880903 -0.046521786 -0.0119679804 1.0648172 0.002947633
[170,] 1.0372583 -0.162265890 0.0640991243 1.0871422 0.030103081
[171,] 0.8676563 0.023174561 0.0178967734 0.9785613 -0.027676850
[172,] 1.0012623 -0.046408809 0.0026717910 1.0628847 0.115404619
[173,] 0.9583067 0.044399123 0.0563919600 1.0538602 -0.158555002
[174,] 1.1217738 0.144253940 0.0499017066 1.0428158 0.115779564
[175,] 1.0316285 0.113398677 -0.0861113082 0.9497711 0.049135456
[176,] 0.9201890 0.112415929 0.0462317388 0.9821369 -0.016390046
[177,] 1.0740749 0.057925082 0.0355506799 1.0005129 0.032323836
[178,] 0.9181147 0.161223343 -0.0120716941 1.1048912 -0.067227977
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[140,] 0.0316613023 -0.0336887386
[141,] -0.0024340921 0.0398519412
[142,] -0.0383273687 -0.0355439831
[143,] 0.0091373037 -0.0094339931
[144,] 0.0035512515 -0.0264804799
[145,] -0.0454394847 0.0444185855
[146,] 0.0136501691 -0.0111695596
[147,] 0.0023872032 0.0224145518
[148,] 0.0294308575 -0.0424007501
[149,] 0.0226225650 0.0429119746
[150,] -0.0189906463 0.0179047502
[151,] -0.0181078861 0.0312631170
[152,] -0.0061340254 -0.0038035466
[153,] -0.0073574301 0.0422643343
[154,] -0.0357143800 -0.0114129511
[155,] -0.0158076560 0.0204799798
[156,] 0.0133800632 0.0158868007
[157,] 0.0255563617 0.0128966500
[158,] -0.0448986681 0.0259717878
[159,] 0.0305133651 0.0133773630
[160,] -0.0098961596 -0.0250903734
[161,] -0.0258022549 -0.0399315421
[162,] -0.0451704946 -0.0045189895
[163,] -0.0490940185 0.0110223134
[164,] 0.0194432363 -0.0217888775
[165,] 0.0003429303 0.0384802050
[166,] 0.0155952410 -0.0349736941
[167,] 0.0385383229 -0.0007667747
[168,] 0.0319802049 -0.0300208142
[169,] 0.0166657141 -0.0490908128
[170,] 0.0496626365 0.0206533580
[171,] 0.0126482730 0.0481482451
[172,] -0.0428644286 -0.0099240975
[173,] 0.0448639627 0.0188170034
[174,] 0.0022492466 -0.0426052620
[175,] -0.0014456841 -0.0004819656
[176,] 0.0132450589 -0.0483817520
[177,] 0.0243183615 0.0349090396
[178,] -0.0201868977 -0.0443625176
[179,] -0.0497752252 0.0433936527
[180,] 0.0341785626 0.0419952411
[181,] 0.0337699780 0.0106830090
[182,] -0.0383525159 -0.0146091451
[183,] 0.0327017661 -0.0189638243
[184,] -0.0432597337 -0.0287984200
[185,] -0.0484844465 0.0372570762
[186,] -0.0247914296 0.0370526965
[187,] -0.0110186376 0.0204555000
[188,] -0.0326784404 0.0294949796
[189,] 0.0455379512 0.0110553084
[190,] -0.0499772821 0.0262873297
[191,] -0.0437572394 -0.0314176156
[192,] -0.0062586597 0.0158012614
[193,] -0.0418643608 0.0262837694
[194,] -0.0069489339 -0.0217623967
[195,] 0.0339158484 0.0038438009
[196,] -0.0317557107 0.0155189174
[197,] -0.0128289046 0.0456843108
[198,] 0.0246583794 0.0145668716
[199,] -0.0180123232 0.0287363789
[200,] 0.0010364423 -0.0321800623
[201,] 0.0129617736 -0.0109875435
[202,] 0.0408535262 0.0455657405
[203,] 0.0258155829 0.0356016677
[204,] 0.0149191712 0.0310304713
[205,] -0.0016496450 0.0220981674
[206,] -0.0083352105 0.0274203414
[207,] 0.0103411264 -0.0374311716
[208,] 0.0080377927 -0.0145631676
[209,] -0.0443668629 -0.0355459657
[210,] 0.0219013790 -0.0249199383
[211,] 0.0490721519 -0.0216250650
[212,] 0.0441606031 -0.0395273506
[213,] 0.0259045374 0.0445284489
[214,] -0.0482428594 -0.0240792473
[215,] 0.0078792289 -0.0476016611
[216,] -0.0227460746 0.0256366466
[217,] 0.0017469020 0.0189964749
[218,] -0.0329119340 0.0491065378
[219,] 0.0343143662 0.0125994859
[220,] -0.0353285314 -0.0494275816
[221,] -0.0064196527 -0.0438896207
[222,] -0.0005890851 0.0076060243
[223,] -0.0027684848 -0.0078412414
[224,] -0.0143858957 -0.0349421915
[225,] 0.0185303223 -0.0093177984
[226,] 0.0393162724 -0.0222466848
[227,] 0.0120940553 -0.0413846310
[228,] 0.0357871338 0.0348230249
[229,] 0.0470833063 0.0360941061
[230,] 0.0357265641 0.0033254033
[231,] 0.0429384681 0.0325340453
[232,] -0.0166189628 -0.0146665346
[233,] 0.0317477209 -0.0300606762
[234,] -0.0207415150 0.0113387199
[235,] -0.0002745895 -0.0291695634
[236,] 0.0255175986 -0.0066560911
[237,] -0.0149377501 -0.0042531942
[238,] -0.0318610223 0.0109131378
[239,] 0.0077321230 -0.0304217237
[240,] 0.0266075118 -0.0269176986
[241,] 0.0406412404 0.0139071640
[242,] 0.0497058129 0.0385229187
[243,] 0.0441625820 -0.0152753080
[244,] -0.0089408343 -0.0191092876
[245,] 0.0427078248 -0.0250954545
[246,] 0.0055441556 -0.0190646684
[247,] 0.0125042493 -0.0055405849
[248,] -0.0335080147 -0.0020905415
[249,] 0.0339469881 0.0394157829
[250,] 0.0129014915 -0.0494774188
[251,] 0.0291437795 -0.0001870961
[252,] -0.0438796102 -0.0175121635
[253,] 0.0187477973 -0.0418382649
[254,] 0.0383912085 0.0432340967
[255,] -0.0340788482 -0.0157478331
[256,] -0.0264987826 -0.0093796610
[257,] -0.0298156493 0.0136612603
[258,] -0.0479690613 -0.0287624908
[259,] -0.0101583027 -0.0005636300
[260,] 0.0064205265 0.0063055861
[261,] -0.0075299296 -0.0103280884
[262,] -0.0066663993 -0.0064708968
[263,] 0.0377902423 0.0351543184
[264,] -0.0063500284 -0.0416728820
[265,] -0.0122703316 0.0451601902
[266,] 0.0329873471 -0.0029709094
[267,] 0.0102135526 -0.0051107104
[268,] -0.0402751624 -0.0241624042
[269,] -0.0061085035 0.0236741525
[270,] 0.0069835515 0.0179073348
[271,] -0.0457361139 0.0383157364
[272,] -0.0087228555 -0.0471058927
[273,] 0.0469017626 0.0430979582
[274,] -0.0436039094 -0.0078416528
[275,] -0.0331367967 0.0025030698
[276,] -0.0458402229 0.0330888070
[277,] -0.0002402765 -0.0450921788
[278,] -0.0183316005 0.0360552000
[279,] 0.0280843832 -0.0452864875
[280,] 0.0070543081 -0.0321463319
two_doublets_parallel() works
Code
two_doublets_parallel(n = 440, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.0658882711 -0.0926876343 0.0187123705 0.9845085544 -1.784014e-02
[2,] 0.9678920678 0.0614230596 -0.0354726271 0.9438557806 -3.757452e-02
[3,] 0.9353971835 0.0098096350 -0.1349005364 0.9156109846 -3.366147e-02
[4,] 1.0642405960 -0.0121737891 0.0303544716 1.0569883750 8.883875e-02
[5,] 1.0188750504 0.1400370982 -0.0537006183 1.0519324939 3.215218e-02
[6,] 0.9922927986 -0.0553172705 -0.0138333916 0.9030271084 -7.004779e-03
[7,] 0.9233936957 0.0447180630 -0.0437017690 1.0850561605 7.626436e-02
[8,] 1.0195341513 0.0402151405 -0.0389320198 0.9804796977 3.025862e-02
[9,] 0.9767766182 -0.0029708373 -0.0058162517 0.9973787699 8.076702e-02
[10,] 1.1489619697 0.0239976742 0.0174046838 1.0133555679 -3.218875e-02
[11,] 1.0181044127 -0.0514076733 0.0088401015 0.9744679431 -1.209827e-01
[12,] 0.9989109605 0.0437659042 0.0172831652 0.9859045264 8.150367e-03
[13,] 1.0126909074 -0.0609457905 -0.0016421791 0.9791187314 -5.072925e-02
[14,] 0.9963823332 0.0069756782 0.0421497721 1.0376890194 3.081738e-02
[15,] 0.9745189835 -0.0414335896 -0.0328637523 0.9509658751 -2.154313e-04
[16,] 1.0190055730 0.0081284114 0.0943995987 1.0264624459 -3.173606e-02
[17,] 0.9844181664 0.0338646303 0.0491136114 1.0246518189 -1.052470e-01
[18,] 1.0170468702 0.0526947845 0.0238505011 0.9371883458 2.548023e-02
[19,] 1.0203979686 0.0506113735 -0.0659240582 1.0150712955 3.304580e-02
[20,] 1.0490068878 0.0842814429 0.0055959978 0.9310521855 2.749928e-03
[21,] 1.0668753664 -0.0028248202 0.0083108956 0.9453104325 -3.088456e-02
[22,] 0.9501489798 -0.0565672727 -0.0762335527 0.9769654927 5.639473e-02
[23,] 0.9924386628 -0.0219227720 0.0502481247 0.9795593066 -6.709795e-02
[24,] 0.9336180834 0.0903411412 -0.0093733278 1.0404867680 4.307539e-02
[25,] 1.0173825697 0.0034800095 -0.0729341362 1.0101760828 5.085669e-02
[26,] 1.0186122886 -0.0018301121 -0.0802251993 0.9646388137 4.273613e-03
[27,] 1.0055190741 0.0087584391 -0.0158246820 0.9167270966 1.391428e-02
[28,] 1.0067848143 0.0573456865 0.0038148198 1.0601146703 2.877952e-02
[29,] 0.9560745947 -0.0583115651 -0.0118292160 1.0296330187 -7.873384e-02
[30,] 1.0627289799 -0.0181647854 -0.0089913932 1.0160512648 1.298987e-01
[31,] 0.9902151618 -0.0858407160 0.0043055812 0.9683969858 -1.995495e-02
[32,] 0.9552263886 0.0294708627 -0.0282334080 1.0015473785 -2.110099e-02
[33,] 1.0181309187 -0.0094031884 -0.0468062924 1.0075350345 -1.036331e-01
[34,] 1.0333948979 0.0530385340 0.0113895858 1.0881939349 9.061329e-03
[35,] 1.0135448290 -0.0280024721 -0.0088934898 1.0599020043 3.223819e-02
[36,] 0.9787698696 0.1130664959 0.0347719260 0.9225677139 -7.162386e-02
[37,] 0.9891609240 0.0820531079 0.0352208162 1.0238995342 2.607411e-02
[38,] 1.0500154097 -0.0050552601 -0.0768814935 1.0260807624 -3.098548e-02
[39,] 1.0273361294 0.0476367021 0.0055878058 0.9288534938 4.579244e-02
[40,] 0.9561663762 0.0541729784 0.0910376219 0.9720850591 4.455207e-02
[41,] 0.9684581792 -0.0554606694 -0.0353281766 1.0250859971 1.950766e-02
[42,] 0.9375038468 -0.0531451202 0.0812420070 0.9300220227 -2.841471e-02
[43,] 1.0953090623 -0.0301178809 -0.0154594195 1.0796169179 -6.056773e-02
[44,] 1.0633670746 0.0043618660 0.0491024716 0.9712217777 -3.391997e-02
[45,] 0.9366509526 -0.0456492318 -0.0136014422 0.9331953772 -2.614927e-02
[46,] 1.0403640567 -0.1440496245 0.0890697558 0.9226314534 6.578627e-02
[47,] 0.9911135984 -0.0073935120 0.0266465669 0.9290395513 -7.958574e-02
[48,] 1.0549269211 -0.0375083402 0.0286157870 0.9263375356 6.911048e-02
[49,] 1.0164966096 -0.0234700700 0.0064847374 1.0339001688 1.090302e-02
[50,] 1.0352932989 0.0951455402 -0.0765512314 0.9968784021 -1.928685e-02
[51,] 1.1259379621 -0.0632394018 -0.0124055455 0.9592048821 5.348010e-02
[52,] 1.0120760019 0.0710563835 -0.0472597335 0.9570450187 -3.711598e-02
[53,] 1.0543861917 -0.1627563806 0.0433323037 0.9424974725 -5.402926e-02
[54,] 0.9697099925 0.0019603475 0.0239356034 1.0458659520 -2.364512e-02
[55,] 1.0574685674 -0.0393466260 -0.0163041911 1.0365507786 4.806090e-03
[56,] 0.9844137803 -0.0525648991 0.0121582302 1.0630534188 -4.674757e-02
[57,] 1.0087862647 -0.0065310537 0.0696281860 0.9530851757 5.311071e-02
[58,] 0.9279648592 -0.0109372832 -0.0245229880 1.0746758670 -8.137848e-02
[59,] 0.9499593662 -0.0330496008 -0.0099473054 0.9706005757 -5.424812e-02
[60,] 0.9945094567 0.0302401232 -0.0399240504 0.9179110470 -4.564382e-03
[61,] 1.0115589308 0.0203299410 -0.0384127135 1.0101642891 -4.297066e-02
[62,] 1.0270050551 0.0274065517 -0.0065132102 1.0315458345 -5.567803e-02
[63,] 1.0093597959 0.0493576298 -0.0266183932 0.9106630398 -1.156349e-02
[64,] 0.9820556504 0.0809974346 0.0035853299 1.0053537407 -3.888370e-02
[65,] 0.9370652380 -0.0207557859 0.0211504587 0.9240792516 -3.483160e-02
[66,] 1.0250850116 0.0232940068 -0.0266908834 1.0397527114 6.453957e-03
[67,] 1.0785038529 0.0046997946 -0.0221741578 0.9322002754 -1.473853e-02
[68,] 1.0284771585 0.0080229677 0.0444402861 1.0650981813 2.600877e-02
[69,] 1.0404026339 -0.0751120596 0.0352994293 0.9750084510 -6.674470e-03
[70,] 1.0330053084 0.0539979096 -0.0453114535 0.9913004234 -2.534002e-02
[71,] 0.9751550014 -0.1342892042 -0.0183319977 0.9484687815 -3.352329e-02
[72,] 0.9825913248 -0.0203078396 -0.0943852023 0.9810518887 3.200980e-02
[73,] 1.0414644552 0.0694048412 0.0554252647 1.0441696990 -2.465925e-02
[74,] 1.0145340556 -0.0183803388 0.0098863213 1.0164879688 8.594597e-02
[75,] 1.0585072110 -0.0063490057 -0.0484310271 0.9443063954 -7.293576e-02
[76,] 0.9365351159 0.0009034067 0.0018442532 0.9418466871 -1.300770e-02
[77,] 1.0136846150 -0.0504333384 -0.0522538698 0.9864914877 -2.311954e-02
[78,] 1.0040169273 -0.0022130705 0.0363173740 0.9944622299 -4.154417e-02
[79,] 1.0658775587 -0.0197629483 -0.0539093277 0.9916371636 -2.930613e-02
[80,] 1.0232348256 -0.0008822339 -0.1121298093 1.1308436567 5.036452e-02
[81,] 1.0402378595 0.0433553989 0.0061528767 0.9875508662 -8.505129e-02
[82,] 0.9295192994 0.0506698738 -0.0110237884 1.0641481260 -3.830492e-02
[83,] 1.0041255335 0.0030178219 0.0265046896 0.9928426661 2.736521e-02
[84,] 1.0164082005 -0.0736525513 -0.0425898773 1.0101857967 -7.034980e-02
[85,] 1.0071136621 -0.0934992146 0.0734217297 1.0059945335 9.491111e-02
[86,] 0.9590442605 -0.0551694164 -0.0083939307 0.9451687623 4.651686e-02
[87,] 0.9713365992 -0.0400024410 -0.0418014384 0.9695286895 9.029283e-02
[88,] 0.9823559201 -0.0765014644 0.0145909836 1.0538962754 2.790596e-02
[89,] 1.0975456650 -0.0405630732 0.0517393194 1.0072891433 1.989667e-02
[90,] 1.0828904029 -0.0254792436 0.0140645506 0.9871357463 3.628610e-02
[91,] 0.9577143669 -0.0123052397 -0.0021576581 1.0146515473 7.529326e-02
[92,] 0.9553775835 0.0554909590 0.0119842844 1.0104417030 7.520230e-03
[93,] 1.0502109024 -0.0067728763 0.0565867802 0.9299994298 -1.593114e-02
[94,] 0.9788859219 0.0076720829 -0.0177080151 0.9929209660 -6.747674e-02
[95,] 0.9555920002 0.0244722072 -0.0178308096 0.9811692920 7.581119e-02
[96,] 0.9740718329 -0.0700437849 -0.0170835878 0.9971783992 5.799540e-03
[97,] 0.9859763113 0.0139322112 -0.0151485451 1.0313699754 7.472601e-03
[98,] 0.9417436730 -0.0430195050 -0.0047807015 1.0240660247 -4.290861e-02
[99,] 0.9733529394 -0.0051093059 0.0045720577 1.0513185334 -4.294128e-02
[100,] 1.0635959930 0.0491631902 -0.0350863275 1.0495688098 -1.450890e-02
[101,] -0.0571742923 0.0278597261 0.0211226607 0.9924308302 1.076902e+00
[102,] 0.0640212715 0.0140863448 0.0171390660 0.9113059830 1.000283e+00
[103,] -0.0649834292 0.0381762398 0.0858130856 0.9849786012 1.079277e+00
[104,] 0.0107022107 0.0423537801 0.0508714609 0.9678969704 1.043311e+00
[105,] 0.0630513079 0.0809393650 -0.0131812683 1.0413239964 1.029470e+00
[106,] -0.0555264507 -0.0553283750 0.0662204890 0.9845099210 1.079428e+00
[107,] -0.0312484801 -0.0456825985 0.0415542675 0.9764267961 1.046283e+00
[108,] -0.0047672153 -0.0122634806 -0.0319066526 1.0714927987 9.916199e-01
[109,] -0.0651114171 0.0261610153 -0.0160852428 1.1027193665 9.317604e-01
[110,] 0.0557960323 -0.0027647388 0.0365263914 0.9734206128 9.654115e-01
[111,] -0.0490356900 0.0975837598 0.0282442153 0.9567497141 9.395781e-01
[112,] 0.0809507478 0.0405115001 -0.0349737469 1.0832728564 9.649188e-01
[113,] -0.0552625862 0.0983943383 -0.0062682601 0.9810000277 1.017056e+00
[114,] 0.0434489618 -0.0143028486 0.0365722375 1.0019744348 1.059863e+00
[115,] 0.0280899921 -0.0707464729 -0.1025106343 1.0388403186 1.090676e+00
[116,] -0.0152427880 -0.0258703679 -0.0101227565 1.0163657743 1.037403e+00
[117,] 0.0292548747 0.0458304420 -0.0320753547 0.9966340579 9.821174e-01
[118,] -0.1192368091 -0.0524737475 0.0286002978 0.9847767479 1.028211e+00
[119,] 0.0422027534 -0.0559548271 -0.0290761163 0.9880320196 1.064817e+00
[120,] -0.0595864306 0.0186291596 -0.1014161814 1.0640991243 1.087142e+00
[121,] -0.0164581286 -0.0661718583 0.0144841005 1.0178967734 9.785613e-01
[122,] 0.1133094914 0.0006311524 -0.0290055056 1.0026717910 1.062885e+00
[123,] -0.0530069505 -0.0208466554 0.0277494521 1.0563919600 1.053860e+00
[124,] 0.0678368918 0.0608869042 0.0901587125 1.0499017066 1.042816e+00
[125,] -0.0296208296 0.0158142529 0.0708741729 0.9138886918 9.497711e-01
[126,] -0.0427270511 -0.0399054752 0.0702599556 1.0462317388 9.821369e-01
[127,] -0.0467750075 0.0370374705 0.0362031765 1.0355506799 1.000513e+00
[128,] -0.0736101846 -0.0409426372 0.1007645894 0.9879283059 1.104891e+00
[129,] -0.0314946729 -0.0057974740 -0.0037715463 0.8985554071 1.024002e+00
[130,] -0.0537872534 -0.0894643958 -0.1310900208 1.0007371534 1.001153e+00
[131,] -0.0118627202 0.0201573346 0.0021256813 1.0160452091 1.015213e+00
[132,] 0.0578859551 0.0437423885 0.0171717574 1.0037253682 1.043851e+00
[133,] 0.0299538949 -0.0272454826 -0.0313008262 0.9779861455 9.976625e-01
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[101,] -1.469648e-02 -4.726926e-02
[102,] -2.536538e-02 -2.993329e-02
[103,] 6.946418e-05 -4.162449e-02
[104,] -3.932079e-02 -1.105974e-02
[105,] 3.901627e-02 -9.921792e-03
[106,] -1.846576e-02 3.243224e-02
[107,] 3.309798e-02 2.140949e-02
[108,] -2.356469e-02 -1.972002e-02
[109,] -2.379719e-02 -3.701229e-02
[110,] 2.668918e-03 2.597006e-02
[111,] 1.591550e-02 4.108928e-02
[112,] 4.193456e-02 3.825630e-02
[113,] -7.128329e-03 1.003141e-03
[114,] -4.589547e-02 4.186396e-02
[115,] -9.471245e-03 -2.929353e-02
[116,] -4.415896e-02 -4.650905e-02
[117,] 1.679212e-02 -3.385897e-02
[118,] -2.081582e-02 -4.029916e-02
[119,] 1.685071e-02 -1.171629e-02
[120,] -2.117891e-04 -2.867996e-02
[121,] 2.221427e-02 2.167082e-02
[122,] -3.502980e-02 2.760695e-02
[123,] 1.904437e-02 -1.445107e-02
[124,] -7.498449e-03 2.291541e-02
[125,] 8.882639e-04 2.953514e-02
[126,] 1.601291e-02 3.547556e-02
[127,] -3.257501e-02 -1.059853e-02
[128,] -1.145438e-02 -3.630641e-02
[129,] -3.757366e-02 6.106489e-03
[130,] 2.055761e-02 -2.242225e-02
[131,] 4.806142e-02 -3.280493e-03
[132,] 3.808009e-02 -4.053043e-02
[133,] -3.508256e-03 4.690781e-02
[134,] -3.485001e-02 -2.870442e-02
[135,] 2.534713e-02 1.758450e-02
[136,] -3.468389e-02 -6.727620e-03
[137,] -2.067664e-02 2.572456e-02
[138,] -2.458699e-02 -8.120101e-04
[139,] -4.588950e-02 -3.051072e-02
[140,] 1.634419e-02 -1.763325e-03
[141,] -2.210998e-02 -2.984900e-03
[142,] 4.394757e-02 -4.538408e-02
[143,] -1.677146e-02 -6.968194e-03
[144,] 3.698504e-02 1.325501e-02
[145,] -1.960535e-02 2.942212e-02
[146,] 3.951513e-02 -3.754437e-02
[147,] -7.133929e-03 -2.983299e-02
[148,] -1.554116e-02 -3.208649e-02
[149,] -1.509837e-02 -3.582374e-02
[150,] 4.674644e-02 -3.356484e-02
[151,] 3.802849e-02 5.202081e-03
[152,] 1.329528e-02 -4.164380e-02
[153,] 1.688033e-03 -4.986158e-02
[154,] 4.140357e-02 -3.303750e-02
[155,] 4.796573e-02 -1.674488e-02
[156,] 4.823174e-02 3.820176e-02
[157,] 2.265575e-02 4.823943e-02
[158,] 2.223734e-02 -2.227337e-02
[159,] -1.340667e-02 3.918851e-02
[160,] 4.503626e-02 7.535540e-03
[161,] 1.555892e-02 2.928445e-02
[162,] -4.267013e-02 -4.262330e-02
[163,] -4.551060e-02 1.940888e-02
[164,] -2.725789e-02 -3.436033e-02
[165,] 2.564571e-02 8.874008e-03
[166,] 2.940576e-02 4.806041e-02
[167,] 1.264540e-02 3.250696e-02
[168,] -5.199313e-03 -4.793392e-02
[169,] -1.615337e-02 -2.705982e-02
[170,] 2.272708e-02 -2.294641e-02
[171,] -2.325471e-02 -2.475157e-02
[172,] -1.737484e-02 -4.091332e-02
[173,] -3.884875e-02 2.636307e-02
[174,] 1.577970e-02 -3.707086e-02
[175,] -1.044632e-02 4.934046e-02
[176,] 4.151015e-02 3.020017e-02
[177,] 4.124518e-02 1.710830e-02
[178,] 4.883116e-02 1.049301e-02
[179,] -4.520303e-02 2.895959e-02
[180,] 1.885831e-02 4.880447e-02
[181,] -1.565838e-02 -1.341214e-02
[182,] -3.468535e-03 2.896701e-02
[183,] -9.982414e-03 3.961627e-02
[184,] 1.372718e-02 -1.567197e-02
[185,] -3.535988e-02 -3.990664e-02
[186,] 1.825699e-02 -1.596459e-02
[187,] -4.290305e-02 -2.601154e-03
[188,] 7.883653e-04 -1.589849e-02
[189,] -2.194895e-02 -3.204094e-02
[190,] 7.728539e-03 -1.822942e-02
[191,] -4.115246e-02 -3.194135e-02
[192,] -4.364233e-02 -2.684375e-02
[193,] 4.331540e-02 1.177682e-02
[194,] 4.348191e-02 1.034079e-02
[195,] -3.401145e-02 7.192103e-03
[196,] 2.635403e-02 4.646279e-02
[197,] -1.762121e-02 -1.700235e-02
[198,] 1.149340e-03 1.032477e-02
[199,] -3.649064e-02 4.233528e-02
[200,] -1.293334e-02 2.891596e-02
[201,] -4.626569e-02 2.054203e-02
[202,] 4.094532e-02 3.522667e-02
[203,] 2.066980e-02 -4.039751e-02
[204,] 3.735524e-02 3.485312e-02
[205,] 4.679599e-03 -1.839143e-02
[206,] -3.684987e-02 -1.337670e-02
[207,] -4.618578e-02 -5.732843e-03
[208,] 3.450195e-02 -3.325185e-03
[209,] -4.649121e-02 3.497781e-02
[210,] -4.622673e-02 7.932949e-03
[211,] 3.998172e-02 -3.958132e-02
[212,] 9.060125e-03 -1.540686e-03
[213,] -2.118401e-02 3.696186e-03
[214,] 2.528893e-02 3.951893e-02
[215,] 2.609021e-02 -4.856660e-02
[216,] -3.600801e-02 -3.852654e-02
[217,] -2.704691e-02 1.748676e-02
[218,] 1.205310e-02 -7.032883e-03
[219,] 4.540843e-02 3.094817e-03
[220,] 4.707556e-03 -3.182288e-02
[221,] 1.266936e-02 2.697992e-02
[222,] 3.613230e-02 2.008177e-02
[223,] 1.017658e-02 -6.183843e-03
[224,] -4.052815e-02 -2.281124e-02
[225,] -8.319762e-03 -2.863418e-02
[226,] 2.025102e-02 1.217580e-02
[227,] -4.156543e-02 8.995745e-05
[228,] 2.960188e-02 7.126380e-03
[229,] -3.076121e-02 -1.366920e-02
[230,] -2.197538e-02 -4.399729e-02
[231,] 3.797009e-03 -8.902916e-03
[232,] -1.431572e-02 -2.369003e-02
[233,] 3.500501e-02 -2.951237e-02
[234,] 4.949184e-02 3.042569e-02
[235,] -4.528840e-02 3.975743e-02
[236,] -1.798125e-02 2.179799e-02
[237,] -5.896462e-03 2.524161e-02
[238,] 2.926722e-03 -4.755464e-02
[239,] 1.867602e-02 -1.883977e-03
[240,] -2.648487e-02 3.780152e-02
[241,] 5.979470e-03 3.606259e-02
[242,] 2.681580e-02 -1.358594e-02
[243,] 2.947602e-02 -4.139821e-02
[244,] 2.084386e-02 3.985675e-02
[245,] -6.135267e-03 -3.979193e-02
[246,] 4.860686e-02 -3.902515e-02
[247,] 8.526160e-03 4.970051e-02
[248,] 3.852358e-02 -4.700581e-02
[249,] 2.588625e-03 -2.477272e-03
[250,] -4.937727e-03 -6.573760e-03
[251,] 3.511474e-02 3.936618e-03
[252,] -4.666481e-02 -3.320384e-02
[253,] 8.280187e-03 -4.490469e-02
[254,] 5.277298e-03 1.732425e-02
[255,] -3.056925e-02 -3.596206e-02
[256,] 3.556058e-02 2.590233e-02
[257,] -2.910587e-02 2.343953e-02
[258,] -4.648017e-02 1.761191e-02
[259,] 2.590906e-03 2.121376e-03
[260,] 3.454482e-02 2.248024e-02
[261,] 1.937903e-02 -1.513695e-02
[262,] -4.925640e-02 -4.406645e-02
[263,] 3.827434e-02 -4.343080e-02
[264,] -9.110176e-03 4.466848e-02
[265,] 2.351658e-02 -3.439289e-02
[266,] 4.260990e-02 2.770390e-03
[267,] 3.938876e-02 -4.519468e-02
[268,] 1.900405e-02 4.547474e-02
[269,] -3.189067e-03 6.480742e-04
[270,] 3.206384e-02 2.818298e-02
[271,] 4.028630e-03 -1.158596e-02
[272,] -1.455291e-02 -9.449760e-03
[273,] 2.960272e-02 5.033878e-03
[274,] -2.317500e-02 -1.116829e-02
[275,] 2.112675e-02 -3.065750e-02
[276,] -4.456733e-02 -2.467961e-02
[277,] -3.288945e-02 3.476743e-02
[278,] 2.404918e-02 -4.461194e-02
[279,] 2.108035e-02 4.719409e-02
[280,] -4.985800e-02 3.437309e-03
[281,] 3.936743e-02 2.852127e-02
[282,] 4.566209e-02 -2.690442e-02
[283,] -2.412089e-02 4.731128e-03
[284,] -3.508522e-04 3.840417e-02
[285,] -4.792255e-02 -4.424751e-02
[286,] 4.830990e-02 1.791404e-03
[287,] -2.856428e-02 -2.416409e-02
[288,] 4.334439e-02 4.360275e-02
[289,] -4.498522e-02 -3.976721e-03
[290,] 4.042305e-02 -7.760951e-03
[291,] -2.995096e-02 2.004082e-02
[292,] -1.768263e-02 -4.444155e-02
[293,] 1.709553e-02 -3.567228e-02
[294,] 2.327907e-02 1.510794e-02
[295,] -2.256718e-02 -2.119714e-03
[296,] -1.610534e-02 2.708512e-03
[297,] -1.292132e-02 4.831475e-02
[298,] 2.104925e-02 -3.008064e-02
[299,] 2.646187e-02 6.293726e-03
[300,] -2.629314e-02 -3.298238e-02
[301,] -3.249809e-02 -1.216196e-02
[302,] -4.771828e-02 3.321876e-02
[303,] -1.626992e-02 -4.159006e-02
[304,] -1.957284e-02 4.896445e-02
[305,] -3.522750e-02 -2.241838e-02
[306,] -4.451063e-02 4.409930e-02
[307,] 4.868734e-02 -3.213430e-02
[308,] -2.619725e-02 -1.636688e-02
[309,] 2.336039e-02 4.705783e-02
[310,] 1.193719e-02 -4.073571e-02
[311,] 4.891113e-02 -2.250720e-02
[312,] -2.507591e-02 -1.838758e-02
[313,] -4.283678e-02 4.508945e-02
[314,] -4.971440e-02 -1.757336e-02
[315,] -3.452035e-02 -3.050184e-02
[316,] -2.349073e-02 8.356419e-03
[317,] -3.499106e-02 -2.831244e-02
[318,] -1.046752e-02 -4.016580e-02
[319,] 1.531784e-02 -3.752006e-02
[320,] 4.400262e-02 -4.630057e-02
[321,] -4.501182e-02 -3.108107e-03
[322,] -2.297514e-03 4.999503e-02
[323,] -6.313422e-03 -4.948660e-02
[324,] -4.661033e-03 2.245827e-02
[325,] -3.374673e-02 -4.879246e-02
[326,] 1.236783e-02 -4.176235e-02
[327,] 2.715105e-02 -2.603270e-02
[328,] -1.636648e-03 -3.783193e-02
[329,] 4.084933e-02 -2.322536e-02
[330,] 3.632377e-02 4.142688e-02
[331,] -4.464667e-02 7.648565e-03
[332,] -4.010965e-02 -3.980177e-02
[333,] -3.026773e-02 2.500121e-02
[334,] -4.629094e-02 2.832005e-02
[335,] 3.333877e-02 4.077038e-03
[336,] -4.599082e-02 -3.152505e-02
[337,] 1.025905e-03 -6.142911e-03
[338,] -3.636648e-02 -2.260720e-03
[339,] 3.697922e-02 2.329299e-02
[340,] -3.399615e-02 -2.202119e-02
[341,] -4.651800e-02 4.281568e-04
[342,] -1.956695e-02 -3.729669e-02
[343,] -3.272346e-02 1.123401e-02
[344,] -4.068187e-02 4.063642e-02
[345,] 1.803000e-02 -5.713388e-03
[346,] -3.607081e-02 -4.514421e-02
[347,] 8.032211e-03 4.413753e-02
[348,] -2.334687e-02 1.011146e-02
[349,] -2.084590e-02 -3.405253e-04
[350,] 3.959046e-02 2.649762e-02
[351,] -3.024604e-02 4.300353e-02
[352,] -8.425271e-03 1.657407e-02
[353,] -7.396350e-03 -3.811974e-02
[354,] 4.844934e-02 -8.427344e-03
[355,] -3.629581e-02 -3.923788e-02
[356,] -1.141054e-02 -4.513553e-02
[357,] -1.621169e-02 -2.712688e-02
[358,] -4.606609e-02 -4.219845e-02
[359,] 2.055136e-02 -2.674439e-02
[360,] -2.051978e-02 -2.875443e-02
[361,] 1.156350e-02 -3.006069e-02
[362,] -1.856508e-02 -1.201479e-02
[363,] 3.014196e-02 4.969343e-02
[364,] -4.361414e-02 3.909451e-02
[365,] 2.894434e-02 3.883196e-02
[366,] 4.163540e-03 -9.604111e-03
[367,] -5.779498e-03 3.839931e-03
[368,] 1.554938e-02 8.854502e-04
[369,] -4.599042e-02 4.931479e-03
[370,] 2.580703e-02 1.108193e-02
[371,] 3.004264e-03 2.413962e-02
[372,] -9.441247e-03 9.684349e-03
[373,] -1.469635e-02 2.301754e-02
[374,] -3.591929e-03 7.352879e-03
[375,] -1.952532e-02 1.300234e-02
[376,] 1.737907e-02 4.314955e-02
[377,] -9.610550e-03 1.446952e-02
[378,] -5.951400e-03 -2.043502e-02
[379,] 2.122803e-02 2.437965e-02
[380,] 3.605887e-02 9.860432e-03
[381,] 3.099774e-02 -2.387320e-02
[382,] 1.686863e-02 2.120722e-02
[383,] -3.361046e-02 -3.355478e-02
[384,] 4.903921e-02 -4.580561e-02
[385,] 4.963132e-02 -2.058828e-02
[386,] 3.352294e-02 4.565460e-02
[387,] 4.529522e-02 1.543193e-02
[388,] -2.770652e-02 3.285479e-02
[389,] -3.806389e-02 4.998588e-02
[390,] 4.422504e-02 4.482355e-02
[391,] 1.059237e-02 -2.189982e-02
[392,] 4.139844e-02 3.828972e-02
[393,] -3.867412e-03 -4.285464e-02
[394,] -1.774337e-02 4.554900e-03
[395,] 1.124432e-02 3.268653e-02
[396,] -2.053223e-02 3.359129e-02
[397,] -3.283825e-02 -3.685234e-02
[398,] -1.070619e-02 -4.867834e-02
[399,] 1.609332e-02 2.536685e-02
[400,] 3.005113e-02 -4.474311e-02
[401,] -3.513209e-02 3.273354e-02
[402,] -3.458063e-02 3.446130e-02
[403,] 4.813452e-02 4.519207e-02
[404,] 3.913072e-02 -3.710026e-02
[405,] -4.088757e-02 4.614105e-02
[406,] -3.712248e-03 2.033628e-02
[407,] -4.751178e-03 -4.894823e-02
[408,] 1.498983e-02 -2.050241e-02
[409,] -2.916117e-02 2.707757e-02
[410,] -1.169802e-02 4.108518e-02
[411,] -2.235335e-02 3.894076e-03
[412,] -4.178381e-02 2.001659e-02
[413,] -2.363280e-02 3.644044e-02
[414,] -4.179643e-02 -1.734847e-02
[415,] -4.812188e-02 3.996797e-02
[416,] -3.630754e-02 -1.465858e-02
[417,] -2.088076e-02 2.548984e-02
[418,] 3.944504e-02 -4.852006e-02
[419,] 1.144951e-02 9.697413e-03
[420,] 2.898449e-02 -1.267283e-03
[421,] -1.473941e-02 4.530869e-02
[422,] -5.352082e-03 3.708164e-03
[423,] -3.440727e-02 -2.990697e-02
[424,] 6.730116e-03 -3.125876e-02
[425,] 3.115183e-02 -4.822297e-03
[426,] -2.008122e-02 -1.879133e-02
[427,] -3.720968e-02 2.183034e-02
[428,] 4.667179e-03 2.990234e-02
[429,] -2.052210e-02 4.131458e-02
[430,] 3.365169e-03 -1.500490e-02
[431,] 3.620601e-02 2.990083e-02
[432,] -3.280575e-02 1.826636e-02
[433,] -2.196094e-02 4.607147e-02
[434,] 2.008110e-02 -3.098549e-02
[435,] -2.058895e-02 -3.929022e-03
[436,] 1.552081e-02 -1.687475e-02
[437,] -1.375310e-02 -7.425867e-04
[438,] -3.652112e-02 1.889426e-02
[439,] -2.582170e-02 -1.367256e-02
[440,] -4.302158e-02 -4.887350e-02
one_doublet_bkg() works
Code
one_doublet_bkg(n = 250, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.065888e+00 -0.0926876343 0.0187123705 0.98450855 -0.0178401442
[2,] 9.678921e-01 0.0614230596 -0.0354726271 0.94385578 -0.0375745154
[3,] 9.353972e-01 0.0098096350 -0.1349005364 0.91561098 -0.0336614738
[4,] 1.064241e+00 -0.0121737891 0.0303544716 1.05698837 0.0888387485
[5,] 1.018875e+00 0.1400370982 -0.0537006183 1.05193249 0.0321521821
[6,] 9.922928e-01 -0.0553172705 -0.0138333916 0.90302711 -0.0070047787
[7,] 9.233937e-01 0.0447180630 -0.0437017690 1.08505616 0.0762643633
[8,] 1.019534e+00 0.0402151405 -0.0389320198 0.98047970 0.0302586227
[9,] 9.767766e-01 -0.0029708373 -0.0058162517 0.99737877 0.0807670195
[10,] 1.148962e+00 0.0239976742 0.0174046838 1.01335557 -0.0321887529
[11,] 1.018104e+00 -0.0514076733 0.0088401015 0.97446794 -0.1209826633
[12,] 9.989110e-01 0.0437659042 0.0172831652 0.98590453 0.0081503673
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[200,] 6.657092e-03 -0.0462548036 0.0055441556 0.0256366466
[201,] -9.535069e-03 0.5336520763 0.0125042493 0.0189964749
[202,] -3.063264e-02 0.4530538949 -0.0335080147 0.0491065378
[203,] -2.175768e-02 0.5638763584 0.0339469881 0.0125994859
[204,] -1.827404e-02 0.5307408807 0.0129014915 -0.0494275816
[205,] -1.559343e-02 0.5308154240 0.0291437795 -0.0438896207
[206,] -2.056893e-02 0.5518044362 -0.0438796102 0.0076060243
[207,] -5.320754e-02 0.4520019110 0.0187477973 -0.0078412414
[208,] -3.793851e-02 0.5018651482 0.0383912085 -0.0349421915
[209,] -2.594040e-02 0.5224329106 -0.0340788482 -0.0093177984
[210,] 4.338884e-02 0.5238324876 -0.0264987826 -0.0222466848
[211,] 7.741044e-02 0.5104185536 -0.0298156493 -0.0413846310
[212,] 7.352109e-03 0.4938397216 -0.0479690613 0.0348230249
[213,] -4.165449e-03 0.4342948961 -0.0101583027 0.0360941061
[214,] -1.876093e-02 0.5550599153 0.0064205265 0.0033254033
[215,] 4.909234e-02 0.5036785150 -0.0075299296 0.0325340453
[216,] 8.527093e-02 0.4938653905 -0.0066663993 -0.0146665346
[217,] 2.889065e-02 0.5211137271 0.0377902423 -0.0300606762
[218,] 2.529419e-03 0.4705293850 -0.0063500284 0.0113387199
[219,] 5.283181e-03 0.4957509725 -0.0122703316 -0.0291695634
[220,] 3.038936e-03 0.4514930613 0.0329873471 -0.0066560911
[221,] -1.107492e-01 0.2578419586 0.0102135526 -0.0042531942
[222,] 5.437167e-01 -0.1328956012 -0.0402751624 0.0109131378
[223,] -6.863442e-01 0.1580975658 -0.0061085035 -0.0304217237
[224,] -2.709137e-02 -0.2732213883 0.0069835515 -0.0269176986
[225,] -5.047179e-01 0.1465701903 -0.0457361139 0.0139071640
[226,] -4.124669e-01 -0.0769044712 -0.0087228555 0.0385229187
[227,] -8.554962e-02 -0.2964514935 0.0469017626 -0.0152753080
[228,] -1.072714e+00 0.8978421860 -0.0436039094 -0.0191092876
[229,] 1.074483e+00 -0.1105680186 -0.0331367967 -0.0250954545
[230,] -3.040012e-03 0.0013298219 -0.0458402229 -0.0190646684
[231,] -3.416750e-01 -0.1547596065 -0.0002402765 -0.0055405849
[232,] -5.968809e-01 -0.2219330837 -0.0183316005 -0.0020905415
[233,] -4.749050e-01 -0.1620197651 0.0280843832 0.0394157829
[234,] -9.365189e-02 -0.4835630475 0.0070543081 -0.0494774188
[235,] -2.184742e-01 -0.1566993068 -0.0166228341 -0.0001870961
[236,] 3.230207e-01 -0.0133367486 -0.0023347416 -0.0175121635
[237,] 7.925199e-01 0.2783317870 0.0134768937 -0.0418382649
[238,] -8.898510e-02 -0.3420554747 -0.0227439180 0.0432340967
[239,] 6.524429e-01 -0.1768025623 -0.0189242775 -0.0157478331
[240,] 3.167930e-01 0.1355425065 -0.0205061153 -0.0093796610
[241,] -7.991411e-01 0.2508924200 0.0237074479 0.0136612603
[242,] -2.357181e-01 -0.0523935061 -0.0087649442 -0.0287624908
[243,] 6.311023e-01 -0.0194708191 -0.0180849542 -0.0005636300
[244,] -2.861139e-01 0.0252940632 -0.0370732466 0.0063055861
[245,] 2.669377e-01 -0.1550814412 -0.0298617941 -0.0103280884
[246,] -4.517281e-01 0.0410025590 -0.0229953368 -0.0064708968
[247,] 1.720525e-01 0.1083409301 -0.0118760267 0.0351543184
[248,] -6.014600e-01 0.1912877310 -0.0167535721 -0.0416728820
[249,] 2.813553e-01 -0.2967676623 -0.0412020637 0.0451601902
[250,] -1.054804e+00 0.0493849205 -0.0200359791 -0.0029709094
two_doublets_bkg() works
Code
two_doublets_bkg(n = 200, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0658882711 0.125937962 -0.0926876343 -0.0632394018 1.077786e-02
[2,] -0.0321079322 0.012076002 0.0614230596 0.0710563835 2.557774e-02
[3,] -0.0646028165 0.054386192 0.0098096350 -0.1627563806 4.333159e-02
[4,] 0.0642405960 -0.030290007 -0.0121737891 0.0019603475 -2.001096e-02
[5,] 0.0188750504 0.057468567 0.1400370982 -0.0393466260 -7.087577e-03
[6,] -0.0077072014 -0.015586220 -0.0553172705 -0.0525648991 3.921849e-02
[7,] -0.0766063043 0.008786265 0.0447180630 -0.0065310537 1.691827e-02
[8,] 0.0195341513 -0.072035141 0.0402151405 -0.0109372832 -2.630801e-02
[9,] -0.0232233818 -0.050040634 -0.0029708373 -0.0330496008 4.093119e-02
[10,] 0.1489619697 -0.005490543 0.0239976742 0.0302401232 -4.567397e-02
[11,] 0.0181044127 0.011558931 -0.0514076733 0.0203299410 -2.368329e-02
[12,] -0.0010890395 0.027005055 0.0437659042 0.0274065517 -2.806454e-02
[13,] 0.0126909074 0.009359796 -0.0609457905 0.0493576298 -2.213439e-02
[14,] -0.0036176668 -0.017944350 0.0069756782 0.0809974346 4.185543e-03
[15,] -0.0254810165 -0.062934762 -0.0414335896 -0.0207557859 3.658573e-02
[16,] 0.0190055730 0.025085012 0.0081284114 0.0232940068 4.376599e-02
[17,] -0.0155818336 0.078503853 0.0338646303 0.0046997946 1.782739e-02
[18,] 0.0170468702 0.028477159 0.0526947845 0.0080229677 -4.086111e-02
[19,] 0.0203979686 0.040402634 0.0506113735 -0.0751120596 4.300166e-02
[20,] 0.0490068878 0.033005308 0.0842814429 0.0539979096 2.771449e-02
[21,] 0.0668753664 -0.024844999 -0.0028248202 -0.1342892042 -4.484880e-03
[22,] -0.0498510202 -0.017408675 -0.0565672727 -0.0203078396 -1.324502e-03
[23,] -0.0075613372 0.041464455 -0.0219227720 0.0694048412 -3.159992e-02
[24,] -0.0663819166 0.014534056 0.0903411412 -0.0183803388 2.750809e-02
[25,] 0.0173825697 0.058507211 0.0034800095 -0.0063490057 4.548592e-02
[26,] 0.0186122886 -0.063464884 -0.0018301121 0.0009034067 7.812990e-03
[27,] 0.0055190741 0.013684615 0.0087584391 -0.0504333384 -1.890919e-02
[28,] 0.0067848143 0.004016927 0.0573456865 -0.0022130705 -3.338383e-02
[29,] -0.0439254053 0.065877559 -0.0583115651 -0.0197629483 -1.435705e-02
[30,] 0.0627289799 0.023234826 -0.0181647854 -0.0008822339 4.807476e-02
[31,] -0.0097848382 0.040237859 -0.0858407160 0.0433553989 8.845130e-03
[32,] -0.0447736114 -0.070480701 0.0294708627 0.0506698738 -8.831416e-03
[33,] 0.0181309187 0.004125534 -0.0094031884 0.0030178219 4.564154e-02
[34,] 0.0333948979 0.016408201 0.0530385340 -0.0736525513 3.658085e-02
[35,] 0.0135448290 0.007113662 -0.0280024721 -0.0934992146 -8.921461e-03
[36,] -0.0212301304 -0.040955739 0.1130664959 -0.0551694164 3.351342e-02
[37,] -0.0108390760 -0.028663401 0.0820531079 -0.0400024410 2.072570e-02
[38,] 0.0500154097 -0.017644080 -0.0050552601 -0.0765014644 8.042781e-03
[39,] 0.0273361294 0.097545665 0.0476367021 -0.0405630732 -4.166021e-02
[40,] -0.0438336238 0.082890403 0.0541729784 -0.0254792436 -2.494433e-02
[41,] -0.0315418208 -0.042285633 -0.0554606694 -0.0123052397 4.553618e-02
[42,] -0.0624961532 -0.044622416 -0.0531451202 0.0554909590 -1.715480e-02
[43,] 0.0953090623 0.050210902 -0.0301178809 -0.0067728763 1.738370e-02
[44,] 0.0633670746 -0.021114078 0.0043618660 0.0076720829 -3.362814e-02
[45,] -0.0633490474 -0.044408000 -0.0456492318 0.0244722072 4.303222e-02
[46,] 0.0403640567 -0.025928167 -0.1440496245 -0.0700437849 -3.350280e-02
[47,] -0.0088864016 -0.014023689 -0.0073935120 0.0139322112 1.936839e-02
[48,] 0.0549269211 -0.058256327 -0.0375083402 -0.0430195050 1.944254e-02
[49,] 0.0164966096 -0.026647061 -0.0234700700 -0.0051093059 1.909080e-02
[50,] 0.0352932989 0.063595993 0.0951455402 0.0491631902 -3.042735e-02
[51,] 1.0187123705 -0.012405546 -0.0154914456 -0.0407951179 -3.842425e-02
[52,] 0.9645273729 -0.047259734 -0.0561442194 -0.0429549813 3.465975e-02
[53,] 0.8650994636 0.043332304 -0.0843890154 -0.0575025275 -4.354046e-03
[54,] 1.0303544716 0.023935603 0.0569883750 0.0458659520 -1.014612e-02
[55,] 0.9462993817 -0.016304191 0.0519324939 0.0365507786 3.923015e-02
[56,] 0.9861666084 0.012158230 -0.0969728916 0.0630534188 1.768380e-03
[57,] 0.9562982310 0.069628186 0.0850561605 -0.0469148243 4.402041e-03
[58,] 0.9610679802 -0.024522988 -0.0195203023 0.0746758670 -3.860631e-02
[59,] 0.9941837483 -0.009947305 -0.0026212301 -0.0293994243 -2.764302e-02
[60,] 1.0174046838 -0.039924050 0.0133555679 -0.0820889530 -2.317968e-02
[61,] 1.0088401015 -0.038412713 -0.0255320569 0.0101642891 -3.990011e-02
[62,] 1.0172831652 -0.006513210 -0.0140954736 0.0315458345 2.521825e-02
[63,] 0.9983578209 -0.026618393 -0.0208812686 -0.0893369602 2.716887e-02
[64,] 1.0421497721 0.003585330 0.0376890194 0.0053537407 4.058681e-02
[65,] 0.9671362477 0.021150459 -0.0490341249 -0.0759207484 4.616510e-02
[66,] 1.0943995987 -0.026690883 0.0264624459 0.0397527114 2.396861e-02
[67,] 1.0491136114 -0.022174158 0.0246518189 -0.0677997246 2.843553e-02
[68,] 1.0238505011 0.044440286 -0.0628116542 0.0650981813 4.322368e-02
[69,] 0.9340759418 0.035299429 0.0150712955 -0.0249915490 8.444753e-04
[70,] 1.0055959978 -0.045311453 -0.0689478145 -0.0086995766 4.313025e-02
[71,] 1.0083108956 -0.018331998 -0.0546895675 -0.0515312185 1.351383e-02
[72,] 0.9237664473 -0.094385202 -0.0230345073 -0.0189481113 2.403508e-02
[73,] 1.0502481247 0.055425265 -0.0204406934 0.0441696990 2.622149e-02
[74,] 0.9906266722 0.009886321 0.0404867680 0.0164879688 -2.537844e-02
[75,] 0.9270658638 -0.048431027 0.0101760828 -0.0556936046 4.016834e-02
[76,] 0.9197748007 0.001844253 -0.0353611863 -0.0581533129 -1.482019e-02
[77,] 0.9841753180 -0.052253870 -0.0832729034 -0.0135085123 -1.456987e-02
[78,] 1.0038148198 0.036317374 0.0601146703 -0.0055377701 4.277571e-02
[79,] 0.9881707840 -0.053909328 0.0296330187 -0.0083628364 2.948042e-02
[80,] 0.9910086068 -0.112129809 0.0160512648 0.1308436567 1.067549e-02
[81,] 1.0043055812 0.006152877 -0.0316030142 -0.0124491338 -4.513663e-02
[82,] 0.9717665920 -0.011023788 0.0015473785 0.0641481260 4.537128e-02
[83,] 0.9531937076 0.026504690 0.0075350345 -0.0071573339 -3.784427e-02
[84,] 1.0113895858 -0.042589877 0.0881939349 0.0101857967 3.378596e-02
[85,] 0.9911065102 0.073421730 0.0599020043 0.0059945335 -4.172730e-02
[86,] 1.0347719260 -0.008393931 -0.0774322861 -0.0548312377 3.725280e-02
[87,] 1.0352208162 -0.041801438 0.0238995342 -0.0304713105 -2.962656e-02
[88,] 0.9231185065 0.014590984 0.0260807624 0.0538962754 4.788282e-02
[89,] 1.0055878058 0.051739319 -0.0711465062 0.0072891433 4.047813e-02
[90,] 1.0910376219 0.014064551 -0.0279149409 -0.0128642537 -2.070826e-02
[91,] 0.9646718234 -0.002157658 0.0250859971 0.0146515473 9.671411e-03
[92,] 1.0812420070 0.011984284 -0.0699779773 0.0104417030 -4.271431e-04
[93,] 0.9845405805 0.056586780 0.0796169179 -0.0700005702 4.148067e-02
[94,] 1.0491024716 -0.017708015 -0.0287782223 -0.0070790340 -2.609828e-03
[95,] 0.9863985578 -0.017830810 -0.0668046228 -0.0188307080 -1.204501e-02
[96,] 1.0890697558 -0.017083588 -0.0773685466 -0.0028216008 -1.518534e-02
[97,] 1.0266465669 -0.015148545 -0.0709604487 0.0313699754 -4.045804e-02
[98,] 1.0286157870 -0.004780701 -0.0736624644 0.0240660247 4.064733e-02
[99,] 1.0064847374 0.004572058 0.0339001688 0.0513185334 4.542111e-02
[100,] 0.9234487686 -0.035086328 -0.0031215979 0.0495688098 -2.328358e-02
[101,] 0.0020497131 1.028129273 0.0380369693 -0.0811933644 1.601116e-02
[102,] 0.0235621006 0.950232096 -0.0011590564 0.0263349596 9.612985e-03
[103,] -0.0476925252 1.010761376 0.0138049038 -0.0307711987 -3.364516e-02
[104,] 0.0710566703 0.964003336 -0.0330205848 0.0783960228 -3.675064e-02
[105,] 0.0430292246 1.007484543 -0.0312177785 0.0307794949 -4.998203e-02
[106,] -0.0254018101 1.002165100 0.0482779211 0.0590517318 -4.502455e-02
[107,] 0.0498217715 0.864151464 -0.0165686195 -0.0958869649 3.259354e-02
[108,] 0.0005442741 0.962465836 -0.0125563175 0.0100113860 1.423421e-02
[109,] -0.0257168821 1.035971827 -0.0374317674 -0.0113976851 -4.185965e-02
[110,] -0.0205208330 0.999694365 -0.0572386302 0.0396741148 -2.739464e-02
[111,] -0.1014576680 0.945480451 0.0404890071 0.0014916543 2.909594e-02
[112,] 0.0691894393 1.011795863 -0.0155665206 0.0181834293 -4.407612e-02
[113,] -0.0356861791 1.096384156 0.1160834782 0.0207293132 -2.522003e-02
[114,] 0.0510382109 0.963912294 0.0313597771 -0.0740225309 3.201596e-03
[115,] -0.0214518828 0.948231024 0.0677123531 0.0491124705 -3.344076e-02
[116,] 0.0330471402 1.013712462 0.0563795293 0.0018487151 -1.009472e-02
[117,] 0.0004397427 1.019995748 0.0194236451 0.0161745221 3.052443e-02
[118,] 0.0014869675 0.965581565 0.0358199639 -0.0199257344 -1.160597e-02
[119,] -0.0279902545 0.986640768 0.0630264697 0.0708632449 3.792113e-02
[120,] 0.0250348062 0.983165671 -0.0281438802 0.0272623710 -3.158116e-02
[121,] 0.0290692013 0.974502611 -0.0628178022 -0.0366623073 1.444737e-06
[122,] -0.0144671630 0.947139739 0.0047056851 0.0282379913 4.780702e-02
[123,] 0.0643698098 1.079745398 -0.0748507807 -0.0318848039 -1.786560e-02
[124,] 0.0721173923 0.987306032 -0.0031139115 -0.0335021290 8.289509e-03
[125,] -0.0435473442 1.025364070 -0.0404918386 -0.0058858975 -4.142237e-03
[126,] -0.0679069459 1.018423229 0.0015359399 0.0742541557 -2.878036e-02
[127,] 0.0252722213 1.001392095 -0.1204940709 -0.0142653459 -4.678112e-02
[128,] 0.0240831420 1.017113073 -0.1072371681 -0.0943683954 -7.248781e-03
[129,] 0.0148713511 1.015178608 0.0944439242 0.0164159484 -2.387026e-02
[130,] 0.0251762066 1.021055743 -0.0241734929 -0.0814789942 -2.788312e-02
[131,] 0.0103449416 0.999129959 -0.0281226623 -0.0491388095 2.355788e-02
[132,] -0.0328290808 0.978737673 0.0409074933 -0.0262206575 9.073966e-03
[133,] 0.0521247676 0.971657209 -0.0036056924 -0.0126180006 1.385957e-02
[134,] -0.0034223194 0.951924328 0.0531432149 -0.0408473137 4.566643e-02
[135,] -0.0303143935 1.008221115 -0.0323964631 0.0012852431 1.217832e-02
[136,] 0.0905519599 0.966613825 -0.0926653214 -0.0440296059 -2.136589e-02
[137,] 0.0347567828 0.913083793 0.1170283069 -0.0045022958 -4.100529e-03
[138,] -0.0036040980 1.082615652 0.0227956560 -0.0346289312 -3.363362e-02
[139,] 0.1185116196 0.989664264 0.0582493981 -0.1377107776 1.029730e-03
[140,] 0.0501327114 0.997388206 -0.0836648300 0.0475962563 7.640567e-03
[141,] -0.0136728915 1.072248123 0.0334140712 -0.0001967604 2.222287e-02
[142,] -0.0467265332 0.968791702 0.0789468128 0.0488297443 5.950782e-03
[143,] 0.0240959043 0.931589307 0.0007777843 0.0355420420 3.322597e-02
[144,] -0.0296737305 1.065217934 0.0346201293 -0.0686605025 -2.577741e-02
[145,] 0.0135785573 1.018378297 -0.0222123233 0.0593215313 -4.813649e-03
[146,] -0.0388748182 0.958864012 -0.0171528347 -0.0521823651 -1.810236e-02
[147,] 0.0668619931 1.032943450 -0.0792706732 -0.0888993977 3.902698e-02
[148,] 0.0269890008 0.960812420 0.0092553753 -0.0216715531 1.436196e-02
[149,] -0.1125487962 0.993778814 0.0261897572 0.0436668663 2.589669e-02
[150,] 0.0776360997 1.011680616 -0.0109994024 0.0463380745 3.991658e-02
[151,] 0.5204486857 0.036458722 -0.0050584348 0.0365605745 3.474310e-02
[152,] 0.4398459633 0.039207225 0.0648871117 -0.0267229390 2.178738e-02
[153,] 0.5164619676 0.074642492 -0.0117549021 -0.0166369650 1.391394e-02
[154,] 0.5088800827 -0.014586117 -0.0391769803 0.0226510933 -1.622641e-02
[155,] 0.4948471961 -0.019284627 -0.0372572321 -0.0319709253 -4.215942e-02
[156,] 0.4772369552 0.037851032 0.0328413345 -0.0500518043 -1.544534e-02
[157,] 0.4369577135 -0.055896939 -0.0398008900 -0.0196279754 -4.290784e-02
[158,] 0.5399248214 0.053398841 0.0247495185 -0.0383867232 -4.012456e-03
[159,] 0.5831833268 -0.022707297 0.0186766211 -0.0259244149 -1.207017e-02
[160,] 0.5417713540 -0.031518514 -0.0555854023 -0.0094767402 2.392500e-02
[161,] 0.0119588534 0.442210196 0.0995407074 -0.0222523684 -3.337082e-02
[162,] -0.0546113432 0.462084643 0.0129008463 0.0521603516 -1.450514e-02
[163,] 0.0092669189 0.497029362 0.0442573742 -0.0059513833 -4.277526e-02
[164,] -0.0114976358 0.552871976 0.0275688439 0.0350434715 -2.957142e-02
[165,] 0.0168466721 0.522051928 0.0194909976 -0.0304942098 1.864701e-02
[166,] 0.0564646993 0.537638305 0.0420730689 0.0477506324 5.865818e-03
[167,] -0.0248852450 0.486985149 -0.0339307775 0.0418968693 -9.092460e-03
[168,] -0.0042729158 0.481154049 0.0301320016 0.0486956715 -1.464067e-02
[169,] 0.0028677379 0.500920044 0.0436136149 -0.0259412339 6.559555e-04
[170,] -0.0226073561 0.514981245 -0.0110232991 -0.0062510001 9.123974e-04
[171,] 0.2264144279 0.015175737 -0.0803732165 0.0125967964 1.988204e-02
[172,] 0.4544344079 0.549364143 0.5188845143 -0.1500123525 2.317451e-02
[173,] 0.4771519379 -0.078263118 0.7447881078 -1.3095385078 1.936986e-02
[174,] 0.0295403323 -0.082019385 0.5280659478 -0.1364447814 1.021051e-02
[175,] 0.7967363577 -0.542841475 -0.4925459387 0.5384619713 -2.221891e-02
[176,] 0.6365359239 -0.560158642 -0.3378867254 -0.9536607776 -1.553250e-02
[177,] 0.3217917733 -1.074648785 0.3493333769 -1.0800964376 2.984757e-02
[178,] -0.4353166897 -0.097945649 1.1399007283 0.1587156018 3.411384e-03
[179,] -0.1721785460 -0.763959762 0.3339911710 0.2361675017 8.514175e-03
[180,] -0.0750021422 -0.273382616 -0.8101161285 0.3548676794 2.402575e-02
[181,] 0.5244492598 0.349706476 -0.5872859919 0.2658511776 -1.379349e-02
[182,] -0.1634232895 0.465242665 -0.1059147624 0.1239484470 -1.567895e-02
[183,] -0.2819364997 0.386930950 0.2330225741 0.7075389503 -3.803652e-02
[184,] 0.3290880120 0.187138799 -0.7669681334 0.1194789612 1.626677e-02
[185,] 0.0544841499 0.101677714 -0.5711098495 0.8447077371 -2.913256e-02
[186,] -0.0065734702 0.118758251 -0.5846809442 0.5537397848 -3.116542e-02
[187,] -0.5330521178 0.655070464 0.9390519238 -0.2500446737 4.537057e-03
[188,] 0.6357878429 -0.306999772 -0.1106577337 -0.3781528241 -2.753074e-02
[189,] 0.5667981895 0.327755198 0.3930484049 0.7056058160 -2.978112e-02
[190,] 0.0315898161 0.192253494 -0.4628690781 0.5320485373 3.389820e-02
[191,] 0.5671374030 -0.392317872 -0.0444156277 -0.6238970343 -3.612796e-02
[192,] 0.3778406592 1.242525921 -0.5419847403 0.2045050776 -5.702680e-03
[193,] 0.4314021048 0.090345552 1.1552281501 0.0651519661 -1.836704e-02
[194,] -0.3603580656 -0.457940379 0.3664349599 0.2679833623 -4.548412e-02
[195,] -0.2975399964 0.643979057 -0.0970739722 0.3412299139 -4.938652e-02
[196,] -0.1305799102 -0.191333177 -0.7380209727 -0.2230274559 6.767121e-03
[197,] 1.0361131614 0.416521202 0.3483190642 -0.4678657388 4.575589e-02
[198,] -0.3826285034 -0.242125339 0.7937674092 0.5038822397 3.026242e-02
[199,] 0.0055712531 0.016788488 0.3979958649 0.6039943064 -2.203272e-02
[200,] -0.4479112282 0.033892063 0.1032096812 0.4919440241 -2.572107e-02
[,6]
[1,] 1.736868e-02
[2,] 8.254937e-03
[3,] 2.628355e-03
[4,] -1.052407e-02
[5,] 4.656037e-02
[6,] -2.746602e-02
[7,] 3.305347e-02
[8,] -2.058071e-02
[9,] 2.243888e-02
[10,] -4.207739e-02
[11,] 1.392473e-02
[12,] 2.141981e-02
[13,] 7.021189e-03
[14,] -4.598387e-02
[15,] 1.378928e-02
[16,] -1.969493e-02
[17,] -3.483497e-02
[18,] -2.907384e-02
[19,] -1.371125e-02
[20,] 2.013265e-02
[21,] 3.084027e-02
[22,] 3.868453e-02
[23,] -1.726326e-03
[24,] -3.016054e-02
[25,] -3.947962e-02
[26,] -2.612400e-02
[27,] -3.830163e-02
[28,] -4.030351e-02
[29,] 3.075214e-02
[30,] -2.825564e-02
[31,] -3.687231e-03
[32,] -5.937318e-03
[33,] 3.891223e-02
[34,] 4.915326e-02
[35,] -1.149312e-02
[36,] 1.708466e-02
[37,] -2.145910e-03
[38,] 2.224431e-02
[39,] 3.747981e-02
[40,] 2.936580e-02
[41,] 2.452042e-02
[42,] 1.861751e-02
[43,] -3.227076e-02
[44,] -1.698146e-02
[45,] -4.052699e-02
[46,] 9.298904e-03
[47,] 1.551375e-03
[48,] 1.099064e-02
[49,] -4.142531e-02
[50,] 2.446827e-02
[51,] 4.758606e-02
[52,] 4.651402e-04
[53,] 4.746333e-02
[54,] -3.040590e-02
[55,] 4.718330e-02
[56,] -1.494812e-02
[57,] 4.221738e-03
[58,] -3.731033e-02
[59,] 4.333750e-02
[60,] 5.679760e-03
[61,] -1.348684e-02
[62,] -1.485019e-02
[63,] 4.501220e-02
[64,] -1.433110e-02
[65,] -1.455981e-02
[66,] 3.729943e-02
[67,] 3.664081e-02
[68,] 4.065603e-02
[69,] 6.297873e-03
[70,] 4.625811e-02
[71,] 3.713206e-02
[72,] -1.392627e-02
[73,] 2.710864e-02
[74,] 1.909521e-02
[75,] 3.333264e-02
[76,] 2.350889e-02
[77,] -3.155377e-02
[78,] -2.224099e-02
[79,] -4.653660e-02
[80,] -3.230525e-02
[81,] -1.660479e-02
[82,] -2.903426e-03
[83,] -3.384094e-02
[84,] -3.966680e-02
[85,] -2.314145e-02
[86,] 8.618596e-05
[87,] 4.029880e-02
[88,] -4.980999e-02
[89,] -1.772390e-02
[90,] 4.220014e-04
[91,] -4.190222e-03
[92,] -3.202595e-02
[93,] 3.258464e-02
[94,] 2.502427e-02
[95,] -2.228136e-02
[96,] -2.469313e-02
[97,] 2.446548e-02
[98,] -4.090000e-02
[99,] 2.503988e-02
[100,] -3.567281e-03
[101,] 4.994604e-02
[102,] -3.451284e-03
[103,] 2.568657e-02
[104,] -1.665835e-02
[105,] 7.784689e-04
[106,] -4.800170e-03
[107,] 1.267691e-02
[108,] -2.163002e-02
[109,] 4.221882e-02
[110,] -6.387561e-03
[111,] 2.755540e-02
[112,] 1.837432e-02
[113,] -2.392649e-02
[114,] -3.514697e-03
[115,] -3.119108e-02
[116,] 5.540429e-03
[117,] -1.618475e-02
[118,] -9.456337e-03
[119,] -4.957765e-02
[120,] -6.347590e-03
[121,] 6.813395e-03
[122,] 2.170461e-02
[123,] 1.013966e-02
[124,] 6.150014e-03
[125,] -1.581000e-02
[126,] 3.519517e-03
[127,] 1.422476e-02
[128,] 4.483558e-03
[129,] 3.223102e-02
[130,] -4.229882e-02
[131,] -2.437980e-02
[132,] 3.771110e-02
[133,] 2.464664e-02
[134,] -2.867190e-02
[135,] -9.037591e-03
[136,] 3.101351e-02
[137,] -1.389445e-02
[138,] 4.937113e-02
[139,] 2.616510e-02
[140,] -1.585941e-02
[141,] -3.534739e-02
[142,] 4.894152e-02
[143,] -1.911558e-02
[144,] 4.030151e-02
[145,] -4.596931e-02
[146,] 4.382092e-02
[147,] -2.556041e-02
[148,] 1.820583e-02
[149,] -3.313954e-02
[150,] -2.516389e-02
[151,] -1.211432e-02
[152,] 1.358386e-02
[153,] 6.448415e-03
[154,] -2.990380e-02
[155,] 2.130271e-02
[156,] -4.476727e-02
[157,] 4.042377e-02
[158,] -3.276544e-03
[159,] -1.509542e-02
[160,] 3.147555e-02
[161,] 2.269256e-02
[162,] -1.415252e-02
[163,] 1.119100e-04
[164,] -2.043492e-02
[165,] -4.888483e-02
[166,] -2.145869e-02
[167,] -1.532614e-02
[168,] -1.956015e-02
[169,] 2.077103e-02
[170,] 2.898717e-02
[171,] 4.298932e-02
[172,] -4.286987e-02
[173,] 9.771545e-04
[174,] -1.950709e-02
[175,] 9.352862e-03
[176,] 4.308087e-02
[177,] 4.677090e-02
[178,] 3.476164e-02
[179,] -8.730871e-03
[180,] 4.504072e-02
[181,] -6.780303e-03
[182,] -2.882522e-02
[183,] 3.816602e-03
[184,] -4.861056e-02
[185,] -2.160100e-03
[186,] 6.936142e-03
[187,] 2.273453e-02
[188,] -2.043049e-02
[189,] 8.681279e-03
[190,] 1.762661e-02
[191,] 4.465917e-02
[192,] -1.165084e-02
[193,] -3.651556e-02
[194,] 4.107493e-02
[195,] -3.489026e-04
[196,] 8.349610e-03
[197,] -9.278252e-03
[198,] -4.260002e-02
[199,] -2.550407e-02
[200,] -1.728088e-04
two_nonlinear() works
Code
two_nonlinear(n = 200, num_noise = 2, min_n = -0.05, max_n = 0.5)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 0.608984575 -2.8103539771 -1.489414277 -1.975745952 -0.3663419447
[2,] -2.588969468 -0.2330446174 -0.716454152 -0.296698787 -0.2823579009
[3,] -5.526341627 0.0238496586 -0.759025410 -0.084739965 -0.4690923177
[4,] -4.611996707 -0.3013798069 -0.233373669 -0.173810035 -0.2664204634
[5,] -7.067396240 -0.4580546993 0.001022274 -0.775775776 -0.3828398690
[6,] -0.321316607 -0.7099503890 -0.745971853 -0.802274763 -0.2194219620
[7,] 0.555424430 -1.7323313156 -1.748644825 -1.815642849 -0.2699725756
[8,] -3.577189611 0.0251724805 0.273643038 0.411048460 -0.4830540540
[9,] -1.852556227 -0.3334187864 -0.273510433 0.066345132 -0.2305273483
[10,] -2.689957177 -0.1711726077 0.416209869 -0.982660688 -0.1832513379
[11,] -3.831893193 -0.3052915807 0.105482880 -0.599373642 -0.1601435351
[12,] -4.123905786 -0.4289350949 -0.828272448 -0.376125154 -0.0534915725
[13,] -7.403916198 -0.0002490061 -0.314911758 -0.249854930 0.0475753802
[14,] -6.363661392 -0.3464995717 0.519471788 0.081986618 -0.3335183176
[15,] -1.806149836 0.3134524865 -0.425042482 -0.232507037 -0.1658579777
[16,] -2.315153851 -0.5427750010 -0.744793363 -0.146080066 -0.4231975769
[17,] -4.949014503 0.1678679790 0.056189119 -0.092876215 -0.4225835807
[18,] -3.547192218 0.1742195902 -0.177382527 0.124149724 -0.3737894474
[19,] 1.486274103 -4.3978149634 -4.702658435 -4.209174020 0.0344682881
[20,] 0.792329632 -3.0428199093 -2.185345440 -2.215517561 -0.4370047032
[21,] -1.907108949 -0.6335639209 -0.407240143 -0.156316349 0.0415416215
[22,] 0.542336960 -1.5243035671 -1.889543769 -2.252528546 -0.0001447226
[23,] -3.332541603 -0.1746288982 -0.299259801 -0.211576422 -0.2934979837
[24,] -7.707207386 0.1095394830 -0.273216335 -0.343512246 -0.0562024957
[25,] -2.298271300 -0.5966721463 -0.597818633 -0.160990567 -0.3249108857
[26,] 0.661791544 -2.7355252842 -1.693865878 -2.350374579 -0.1890123813
[27,] -3.523976537 -0.0004872983 -0.416591158 -0.015907656 -0.3685862258
[28,] -7.371486148 -0.2248641783 -0.378446578 0.359916551 -0.4212579288
[29,] -5.100992020 0.0323906393 -0.166267862 -0.555584150 -0.3363936553
[30,] -1.755127940 -0.8144722856 -0.974730452 -0.497461100 -0.2524090306
[31,] -1.843347675 -0.4551478932 -0.158295455 0.036158036 -0.2788410978
[32,] -6.569624095 0.3952433794 -0.151344411 -0.078342328 -0.3643153247
[33,] -4.412245857 -0.4283064312 0.036340286 0.141468528 -0.4568124446
[34,] -7.080622501 -0.0151194554 0.083570393 0.486776623 -0.1514827149
[35,] -1.982465790 -0.2554111568 -0.223143836 -0.877514436 -0.2769369948
[36,] -7.880617424 -0.0815014786 0.120420535 -0.073927338 -0.0225166340
[37,] -1.745691601 -0.3739943755 -0.175471746 -0.501508035 -0.4749365467
[38,] -6.003639937 -0.0450114592 0.249148861 0.095867100 0.0328024391
[39,] -0.053336100 -1.0256220224 -1.426791328 -1.071700746 -0.4262761766
[40,] -6.550628544 0.2009796938 0.383115041 -0.259698676 -0.0007984721
[41,] 0.639978807 -1.8718392596 -1.503853588 -2.157468212 -0.1196783469
[42,] -5.687690701 -0.3447733870 -0.215826734 -0.812130013 -0.2660470575
[43,] -6.485915653 -0.2751113023 -0.299269056 0.194699718 -0.0736031430
[44,] -3.066884670 -0.5427063317 0.579524544 -0.184048406 -0.0323230930
[45,] -3.820964916 -0.5870665676 -0.349573086 -0.649148134 -0.4564998896
[46,] -3.739977036 -0.7239742058 -0.934727451 -0.152768659 -0.4002219568
[47,] -7.124586328 0.0600660734 -0.059435106 -0.025507809 -0.4209966990
[48,] -2.433903850 0.2553162301 0.434828913 -0.745913882 -0.1671499323
[49,] -1.958484537 -0.6506797377 -0.539921765 0.099006114 -0.0083292837
[50,] -2.471503181 -0.3016962651 0.313660920 -0.533992051 0.0426602457
[51,] -1.871121897 0.0836624531 -0.623147539 -0.500862919 -0.3123036400
[52,] 0.797993387 -2.5320024065 -2.805388676 -2.193101819 -0.4118262359
[53,] -2.832507481 -0.2680359686 0.047637453 -0.173321172 -0.2535103605
[54,] -6.233075908 -0.2654600142 -0.647091617 -0.406379737 -0.1925815024
[55,] -2.737291594 0.0152424876 -0.175807632 -0.211170032 -0.3372050741
[56,] 0.723068205 -2.6809698109 -2.763928595 -1.803507746 -0.3915962176
[57,] -6.196576847 -0.8229770948 -0.063819527 0.363795390 -0.3638892375
[58,] 0.395741218 -1.3205961856 -1.319935915 -1.729435374 -0.0154897273
[59,] 0.504250750 -2.0839356927 -1.848654948 -1.230072851 -0.1302783346
[60,] 1.391383569 -3.8642130154 -4.361260672 -4.224311827 -0.2541263204
[61,] -3.986974267 -0.7779712860 -0.451596539 -0.382953381 -0.0460881547
[62,] -6.609582335 0.1519289175 0.151489928 -0.397236363 -0.0115447962
[63,] -6.239960138 0.4242697353 -0.646209938 -0.056059232 -0.4137689267
[64,] -6.541493996 -0.7084683652 0.320827235 -0.256798767 -0.2068074692
[65,] -1.905227413 -0.3838791580 -0.550629987 -0.458839493 -0.4375608006
[66,] -1.991304845 0.0836355031 -0.560736693 -0.523935889 -0.0635668632
[67,] -0.894944016 -0.4383145884 -0.065931965 0.066992949 -0.4105780957
[68,] 0.955782112 -2.6707337616 -3.274353751 -2.575793280 0.0202257636
[69,] -2.235735217 -0.4620754073 0.162932336 -0.416735881 -0.1657217840
[70,] -7.415911222 -0.1449669232 -0.098210259 -0.313706324 -0.0843224367
[71,] -4.812149648 0.4772005801 0.386567166 -0.398956333 0.0133237279
[72,] -1.206575429 -0.1718526928 -0.372958415 -0.199071654 -0.3350602758
[73,] -4.065201603 0.3643342706 0.302588475 0.259841218 -0.2639816732
[74,] -0.851649296 -0.2195423241 -0.449020378 -0.574702782 -0.0092982974
[75,] -0.006516627 -1.0337797275 -1.013060606 -1.118970693 -0.1319495271
[76,] 0.583994248 -2.2447396975 -1.377577813 -2.427451805 -0.3696940313
[77,] -1.276704297 -0.6726751483 -0.106418782 -1.074406055 0.0001215232
[78,] -7.083860699 -0.4626220118 -0.213193223 -0.472290868 -0.4762068324
[79,] -6.191843331 -0.3508795184 0.368757209 -0.410978335 -0.3552580872
[80,] -6.020136544 0.1550707570 0.522678494 0.493630205 -0.3793549799
[81,] -5.491299399 -0.1094106653 -0.238979825 -0.002464798 -0.3467391626
[82,] -6.940853307 0.0738146019 0.123717569 0.057096144 -0.2019795122
[83,] -6.996193671 -0.0862525233 -0.203845705 -0.539052550 -0.0237785030
[84,] -0.889553708 -0.6334184152 0.056634404 -0.358099268 0.0157129269
[85,] 1.231023160 -4.0756673883 -3.605844483 -3.634817037 -0.1269493418
[86,] 0.135507143 -1.8370166939 -1.335331911 -0.721746677 -0.4497360877
[87,] 0.526092281 -1.6543850780 -1.667407739 -1.856197321 0.0115091106
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[91,] -0.492646556 -0.9116523344 -0.017829593 -0.934685309 -0.3987995444
[92,] -3.004442938 -0.3714056152 0.466280172 -0.747176362 -0.0737054929
[93,] -3.920051268 -0.1005412891 -0.137509532 -0.346252766 0.0251725779
[94,] -3.625035900 -0.2703580100 -0.101679982 0.322525565 -0.1820285559
[95,] 0.208145147 -1.1947717915 -0.924666741 -1.644066111 -0.3290005220
[96,] -6.237838662 0.3634536571 -0.030577398 -0.037525696 -0.4086110433
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[110,] -5.155517069 3.6184618207 2.288727803 3.015430385 -0.3193513851
[111,] 0.515399926 1.0038344610 0.608472059 1.083121242 -0.1293896479
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[155,] -3.668901031 2.3990553723 2.802379876 2.827890247 -0.3879460531
[156,] -5.877549421 2.5632144623 3.205485059 3.058991089 0.0383554975
[157,] -3.880951808 3.1169308771 3.568330389 2.549585271 -0.0023702642
[158,] -0.863173078 2.0722001658 2.635877968 1.740087375 -0.3388954260
[159,] 1.457848816 -1.7018461323 -1.076266915 -1.616747278 -0.1718072396
[160,] -2.951050257 2.6632021639 2.909941654 2.450755019 -0.2273492872
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[162,] -0.671330384 2.2491933650 2.605062180 2.849122681 -0.2393540514
[163,] 0.552350302 1.0814294523 1.116472187 1.056513671 -0.2912475306
[164,] -6.496907380 2.3529501045 2.699311996 2.286523403 -0.3085193526
[165,] -3.790671884 3.4538582803 2.610452637 2.629450816 -0.4475192042
[166,] -5.301816440 3.2889408062 3.103202366 3.529782392 -0.0014397001
[167,] -2.483233612 2.4004219821 2.432435834 2.428152700 0.0248161068
[168,] -3.667175102 3.3378572544 3.114065723 2.852846249 -0.3530596907
[169,] -2.796706336 2.8783460327 3.151045038 2.151387063 -0.1369386351
[170,] -4.757717518 2.6558122874 3.254829119 2.990696679 -0.1721285821
[171,] -6.704174086 3.4995017888 3.140991698 2.514978366 -0.4100483908
[172,] -2.173298364 2.6449671511 2.890900473 2.720009012 -0.4271285329
[173,] -5.424350662 2.9717782749 2.731248980 2.665300518 -0.4999011787
[174,] -2.617196614 2.7435541577 2.396512139 2.794945482 -0.4726350486
[175,] 0.164931729 2.0510958667 1.491336720 1.628911173 -0.0457355068
[176,] 0.036772732 1.7340557794 1.684278317 1.587000603 -0.1467118306
[177,] -2.699440797 2.5708922082 2.879071620 2.745538841 -0.4552280872
[178,] -4.823709464 2.7551484114 2.819060623 3.260332766 -0.3756705396
[179,] -4.214446163 2.7078697767 2.484814109 2.673025109 -0.0649723490
[180,] 1.376771910 -0.9830860208 -1.545458249 -0.718866266 -0.4674186669
[181,] -2.155117884 2.8860864508 3.119548817 2.582104205 -0.3637101672
[182,] 0.972090498 -0.2950895586 0.165546477 0.167308244 -0.2073912239
[183,] -2.464244421 3.0218533865 2.996314575 2.981564030 -0.4089241990
[184,] -6.674118445 2.6437245909 2.287544258 2.809170527 -0.2805209539
[185,] -7.232827920 3.1489021651 3.021515271 3.043698629 -0.0571156546
[186,] -6.540399926 3.1221047369 3.097218277 2.832638515 -0.2888328171
[187,] -3.784796692 2.7905350857 3.251177063 2.916216450 -0.0164338124
[188,] -3.604971652 2.1843877081 3.073381084 2.743402518 -0.3986963818
[189,] -4.644313295 3.3445797234 2.253688279 2.803502856 -0.2249920539
[190,] -3.457941704 2.2407444282 2.303020495 2.235545575 0.0379386335
[191,] -3.463761154 2.4451404099 3.058120586 2.202063941 -0.3232608142
[192,] -2.455267587 3.1084266692 2.409386916 3.244281124 -0.1794077008
[193,] -1.019387614 2.9750408291 2.257599986 2.894073034 -0.2477823011
[194,] -1.819845819 2.1395191576 1.962020358 2.470082463 -0.3832919543
[195,] -1.493871454 1.9957309424 2.618606634 2.878374642 -0.4822961502
[196,] -7.008253538 2.4925287314 3.532563916 2.754940796 -0.2648682946
[197,] 0.052594787 1.4963414655 2.146826668 2.103308910 -0.3562864534
[198,] -7.065727801 3.2549315265 2.600024170 2.270035490 -0.3783571835
[199,] -0.027134116 1.9470115951 1.582504667 1.944456418 -0.0954316384
[200,] -4.142343589 2.9954808220 2.626220348 3.482265995 -0.1750931891
[,6]
[1,] 1.487724e-01
[2,] -2.616537e-02
[3,] 1.580192e-01
[4,] 3.425124e-01
[5,] 2.475529e-01
[6,] 4.099849e-01
[7,] 2.193365e-01
[8,] 1.829769e-01
[9,] 1.027742e-01
[10,] 1.922707e-01
[11,] 4.225717e-02
[12,] 3.667757e-01
[13,] 2.514751e-01
[14,] 3.245630e-01
[15,] 1.035160e-02
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[18,] 5.458813e-03
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[20,] 1.051694e-01
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[26,] 2.470685e-01
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[30,] 3.047783e-01
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[32,] 3.876428e-01
[33,] 1.224414e-01
[34,] 1.927380e-01
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[36,] 3.055237e-01
[37,] 2.213922e-01
[38,] 2.199818e-01
[39,] 1.156488e-01
[40,] 9.754018e-02
[41,] 1.184658e-01
[42,] 1.688422e-01
[43,] 3.472040e-01
[44,] 3.104288e-01
[45,] 6.083838e-02
[46,] 2.062374e-01
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[49,] 3.008642e-01
[50,] 3.112342e-01
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[57,] 3.887961e-01
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[60,] 2.563647e-01
[61,] 3.260187e-01
[62,] 4.751627e-01
[63,] 4.966259e-01
[64,] 1.877808e-01
[65,] -2.665741e-02
[66,] 5.855668e-02
[67,] 3.461800e-01
[68,] 3.664659e-01
[69,] 3.205278e-01
[70,] 2.704022e-01
[71,] 2.394560e-01
[72,] 1.671176e-01
[73,] 4.810821e-01
[74,] 7.393692e-02
[75,] 4.067941e-01
[76,] 1.118061e-01
[77,] 3.484138e-01
[78,] -6.425672e-03
[79,] 3.015860e-01
[80,] 3.428089e-01
[81,] 2.636165e-01
[82,] -2.791127e-02
[83,] 3.008410e-01
[84,] 1.166779e-01
[85,] 3.340767e-02
[86,] 6.509389e-02
[87,] 1.495881e-01
[88,] 3.357296e-01
[89,] 3.946215e-01
[90,] 4.377649e-01
[91,] 2.155052e-01
[92,] 5.911701e-02
[93,] 7.862105e-03
[94,] 8.131801e-02
[95,] 1.434103e-02
[96,] 3.330684e-03
[97,] 3.941368e-01
[98,] 6.959398e-02
[99,] 2.047202e-01
[100,] 1.923448e-01
[101,] 4.390173e-01
[102,] 4.953429e-01
[103,] 1.617878e-01
[104,] 3.189656e-01
[105,] 2.131975e-01
[106,] 3.473437e-01
[107,] 4.311389e-01
[108,] 3.865119e-01
[109,] 3.598623e-01
[110,] 3.273963e-01
[111,] 4.751081e-02
[112,] 1.316020e-01
[113,] 2.101552e-03
[114,] 2.761440e-01
[115,] 2.335326e-01
[116,] 2.854485e-01
[117,] -2.839182e-03
[118,] 3.595755e-01
[119,] 4.867233e-01
[120,] 2.275583e-01
[121,] 4.860483e-01
[122,] 5.776756e-02
[123,] 4.845081e-01
[124,] 1.427853e-01
[125,] 2.482196e-01
[126,] 1.979317e-02
[127,] 4.633563e-01
[128,] 2.562387e-01
[129,] 1.508224e-01
[130,] 1.433240e-01
[131,] 4.725671e-01
[132,] 1.461790e-01
[133,] 1.449210e-01
[134,] 4.301469e-01
[135,] 4.265245e-01
[136,] 4.486081e-01
[137,] 2.596383e-01
[138,] 4.794196e-01
[139,] 4.292263e-01
[140,] 1.484055e-01
[141,] 3.740975e-01
[142,] 3.300237e-01
[143,] 4.083295e-01
[144,] 3.542989e-01
[145,] 5.145429e-02
[146,] 1.026746e-01
[147,] -3.095132e-02
[148,] 4.732115e-02
[149,] 1.336736e-01
[150,] 2.090312e-01
[151,] 3.887484e-02
[152,] 6.832603e-03
[153,] 9.772204e-02
[154,] 2.254740e-01
[155,] 4.466434e-01
[156,] -4.895494e-02
[157,] 1.275186e-01
[158,] 2.273210e-01
[159,] 2.019538e-01
[160,] 4.885726e-02
[161,] 4.042155e-01
[162,] 3.626335e-01
[163,] 1.024525e-01
[164,] 8.918780e-02
[165,] 3.595602e-01
[166,] 5.000078e-05
[167,] 3.627193e-01
[168,] 2.053800e-01
[169,] 4.997032e-01
[170,] 2.060179e-01
[171,] 3.662761e-01
[172,] 1.333791e-01
[173,] 2.292816e-01
[174,] 1.985991e-01
[175,] 2.947230e-01
[176,] 1.060349e-01
[177,] 4.572035e-01
[178,] 1.898684e-01
[179,] 3.765547e-01
[180,] 3.260588e-01
[181,] 9.340429e-02
[182,] 2.056692e-01
[183,] 5.344907e-02
[184,] 2.554724e-01
[185,] 1.359839e-01
[186,] 1.729901e-01
[187,] -4.767705e-02
[188,] 1.900883e-01
[189,] 2.624737e-01
[190,] 3.443753e-01
[191,] 2.807682e-01
[192,] 2.588251e-01
[193,] 1.380450e-01
[194,] 2.443573e-01
[195,] 3.032362e-01
[196,] 2.496596e-01
[197,] 4.022706e-01
[198,] -7.643504e-03
[199,] 9.091107e-02
[200,] 4.324110e-01
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cardinalR documentation built on May 29, 2024, 4:37 a.m.
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gau_clust() works
Code
gau_clust(n = 300, num_clust = 5, mean_matrix = rbind(c(1, 0, 0, 0), c(0, 1, 0,
0), c(0, 0, 1, 0), c(0, 0, 0, 1), c(0, 0, 0, 0)), var_vec = c(0.05, 0.05,
0.05, 0.05, 0.05), num_dims = 4, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.065888271 1.155893e-02 -0.0028248202 0.043355399 -1.636529e-02
[2,] 0.967892068 2.700506e-02 -0.0565672727 0.050669874 2.224537e-03
[3,] 0.935397183 9.359796e-03 -0.0219227720 0.003017822 -1.341185e-02
[4,] 1.064240596 -1.794435e-02 0.0903411412 -0.073652551 -1.857520e-02
[5,] 1.018875050 -6.293476e-02 0.0034800095 -0.093499215 -4.569429e-02
[6,] 0.992292799 2.508501e-02 -0.0018301121 -0.055169416 4.582746e-02
[7,] 0.923393696 7.850385e-02 0.0087584391 -0.040002441 -3.455254e-02
[8,] 1.019534151 2.847716e-02 0.0573456865 -0.076501464 2.582430e-02
[9,] 0.976776618 4.040263e-02 -0.0583115651 -0.040563073 1.039657e-02
[10,] 1.148961970 3.300531e-02 -0.0181647854 -0.025479244 -1.376949e-02
[11,] 1.018104413 -2.484500e-02 -0.0858407160 -0.012305240 -4.073165e-02
[12,] 0.998910960 -1.740868e-02 0.0294708627 0.055490959 4.847071e-02
[13,] 1.012690907 4.146446e-02 -0.0094031884 -0.006772876 -2.970373e-02
[14,] 0.996382333 1.453406e-02 0.0530385340 0.007672083 6.991699e-05
[15,] 0.974518984 5.850721e-02 -0.0280024721 0.024472207 2.383065e-02
[16,] 1.019005573 -6.346488e-02 0.1130664959 -0.070043785 -4.223552e-02
[17,] 0.984418166 1.368462e-02 0.0820531079 0.013932211 1.261618e-02
[18,] 1.017046870 4.016927e-03 -0.0050552601 -0.043019505 4.623033e-02
[19,] 1.020397969 6.587756e-02 0.0476367021 -0.005109306 -2.674662e-02
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[300,] -0.059586431 3.463283e-02 -0.0172457637 -0.036218692 2.121629e-02
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[244,] 2.192818e-02
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[250,] 4.522111e-02
[251,] 2.363636e-02
[252,] -6.830867e-04
[253,] 3.961406e-02
[254,] 1.772474e-02
[255,] -4.463025e-02
[256,] -1.259472e-02
[257,] -5.567049e-04
[258,] 8.778661e-03
[259,] -1.659580e-03
[260,] -1.191862e-02
[261,] -3.202104e-02
[262,] 2.628882e-03
[263,] 2.443555e-02
[264,] 2.574609e-02
[265,] -4.289312e-02
[266,] 7.759684e-03
[267,] 3.906299e-02
[268,] -2.608614e-02
[269,] 4.270295e-02
[270,] -1.387756e-02
[271,] -1.974681e-02
[272,] -1.468811e-02
[273,] 3.571725e-02
[274,] -2.849413e-02
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[276,] 4.297363e-02
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[278,] -1.093619e-02
[279,] -2.283338e-02
[280,] -3.871867e-02
[281,] 1.886178e-02
[282,] 3.420622e-02
[283,] -1.994977e-02
[284,] 3.164221e-02
[285,] -3.328469e-02
[286,] -3.784973e-02
[287,] -2.611218e-02
[288,] 2.860999e-02
[289,] -2.366030e-02
[290,] -2.996860e-02
[291,] 7.427214e-03
[292,] 3.970157e-02
[293,] 2.195209e-02
[294,] 3.600596e-02
[295,] 4.273254e-02
[296,] 4.676937e-02
[297,] -3.858613e-02
[298,] 2.336692e-02
[299,] 1.325866e-02
[300,] 2.264760e-02
gau_clust_diff() works
Code
gau_clust_diff(clust_size_vec = c(50, 100, 200, 50), num_clust = 4,
mean_matrix = rbind(c(1, 0, 0, 0, 0, 0), c(0, 1, 0, 0, 0, 0), c(0, 0, 1, 0, 0,
0), c(0, 0, 0, 1, 0, 0)), var_vec = c(0.02, 0.05, 0.06, 0.1), num_dims = 6,
num_noise = 4, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.0263553084 0.0503751849 -3.707505e-02 -0.0252957607 7.484948e-03
[2,] 0.9871568271 0.0048304008 2.456922e-02 0.0284225534 -1.418905e-02
[3,] 0.9741588734 0.0217544767 3.923854e-03 -0.0651025522 -5.396021e-02
[4,] 1.0256962384 -0.0121160030 -4.869516e-03 0.0007841390 1.214179e-02
[5,] 1.0075500202 0.0229874270 5.601484e-02 -0.0157386504 -2.148025e-02
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[376,] -0.0392763948 2.485377e-02 0.0152356517 -0.0405663913 7.775560e-03
[377,] -0.0677496622 2.176814e-02 0.0356262464 0.0325605741 1.216866e-02
[378,] -0.0139331377 3.938187e-02 0.0124911332 -0.0413973899 1.544255e-02
[379,] 0.1248947310 -2.413565e-02 -0.0458169927 -0.0079089825 2.297351e-02
[380,] -0.0004689831 -1.921746e-02 -0.0435426445 0.0379587529 -2.276022e-02
[381,] -0.1394274561 2.196045e-02 0.0397392552 0.0499965001 -4.067607e-02
[382,] -0.0405590730 -4.443038e-02 -0.0184388807 -0.0277006447 4.556514e-02
[383,] 0.0349418970 -2.216103e-02 -0.0039487525 -0.0063653849 -4.968947e-03
[384,] -0.0014128580 4.052594e-02 0.0304617527 -0.0338823130 -2.624221e-03
[385,] -0.0261848517 8.667874e-04 0.0253469449 0.0404893310 -1.580349e-02
[386,] 0.1043074829 1.436438e-02 -0.0476706655 0.0372943505 4.387362e-02
[387,] 0.1660588139 1.480069e-02 -0.0188686391 0.0265202699 1.991810e-03
[388,] -0.0128458944 -2.433348e-02 0.0209191419 0.0263261721 5.439920e-03
[389,] 0.0633331865 3.273530e-02 0.0132921960 0.0230562591 5.506059e-03
[390,] 0.1190919256 1.737027e-02 -0.0438043438 -0.0406419739 1.635948e-02
[391,] 0.1483126388 1.777814e-02 -0.0118670540 0.0050553276 -3.649771e-02
[392,] 0.0062783886 -3.829748e-02 -0.0036613010 0.0132766620 -4.021415e-02
[393,] -0.1653857670 -4.259649e-02 0.0235337969 0.0301680644 2.935387e-02
[394,] -0.1673289864 -4.152946e-02 -0.0347449370 0.0012456500 1.926508e-02
[395,] 0.0597606250 -5.538233e-03 -0.0078907607 -0.0274965316 3.892012e-02
[396,] -0.1685634087 3.646995e-02 -0.0315563183 0.0094058339 -4.395079e-02
[397,] -0.1160797922 3.808921e-02 0.0277972500 -0.0382484822 1.991437e-02
[398,] 0.1798943733 -3.679982e-02 0.0097690614 -0.0320870418 -1.272354e-02
[399,] 0.1216812830 -1.851270e-02 -0.0485483923 -0.0287758086 4.050193e-02
[400,] -0.0437675402 -4.070451e-03 0.0345688976 -0.0110781680 3.540825e-02
clust_diff_shapes() works
Code
clust_diff_shapes(n = 300, num_gau_clust = 4, num_non_gau_clust = 2,
clust_sd_gau = 0.05, clust_sd_non_gau = 0.1, num_dims = 7, a = 2, b = 4)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.064240596 -3.029001e-02 0.9878262109 1.0019603475 1.0303544716
[2,] 1.018875050 5.746857e-02 1.1400370982 0.9606533740 0.9462993817
[3,] 0.992292799 -1.558622e-02 0.9446827295 0.9474351009 0.9861666084
[4,] 0.923393696 8.786265e-03 1.0447180630 0.9934689463 0.9562982310
[5,] 1.019534151 -7.203514e-02 1.0402151405 0.9890627168 0.9610679802
[6,] 0.976776618 -5.004063e-02 0.9970291627 0.9669503992 0.9941837483
[7,] 1.148961970 -5.490543e-03 1.0239976742 1.0302401232 1.0174046838
[8,] 1.018104413 1.155893e-02 0.9485923267 1.0203299410 1.0088401015
[9,] 0.998910960 2.700506e-02 1.0437659042 1.0274065517 1.0172831652
[10,] 1.012690907 9.359796e-03 0.9390542095 1.0493576298 0.9983578209
[11,] 0.996382333 -1.794435e-02 1.0069756782 1.0809974346 1.0421497721
[12,] 0.974518984 -6.293476e-02 0.9585664104 0.9792442141 0.9671362477
[13,] 1.019005573 2.508501e-02 1.0081284114 1.0232940068 1.0943995987
[14,] 0.984418166 7.850385e-02 1.0338646303 1.0046997946 1.0491136114
[15,] 1.017046870 2.847716e-02 1.0526947845 1.0080229677 1.0238505011
[16,] 1.020397969 4.040263e-02 1.0506113735 0.9248879404 0.9340759418
[17,] 1.049006888 3.300531e-02 1.0842814429 1.0539979096 1.0055959978
[18,] 1.066875366 -2.484500e-02 0.9971751798 0.8657107958 1.0083108956
[19,] 0.950148980 -1.740868e-02 0.9434327273 0.9796921604 0.9237664473
[20,] 0.992438663 4.146446e-02 0.9780772280 1.0694048412 1.0502481247
[21,] 0.933618083 1.453406e-02 1.0903411412 0.9816196612 0.9906266722
[22,] 1.017382570 5.850721e-02 1.0034800095 0.9936509943 0.9270658638
[23,] 1.018612289 -6.346488e-02 0.9981698879 1.0009034067 0.9197748007
[24,] 1.005519074 1.368462e-02 1.0087584391 0.9495666616 0.9841753180
[25,] 1.006784814 4.016927e-03 1.0573456865 0.9977869295 1.0038148198
[26,] 0.956074595 6.587756e-02 0.9416884349 0.9802370517 0.9881707840
[27,] 1.062728980 2.323483e-02 0.9818352146 0.9991177661 0.9910086068
[28,] 0.990215162 4.023786e-02 0.9141592840 1.0433553989 1.0043055812
[29,] 0.955226389 -7.048070e-02 1.0294708627 1.0506698738 0.9717665920
[30,] 1.018130919 4.125534e-03 0.9905968116 1.0030178219 0.9531937076
[31,] 1.033394898 1.640820e-02 1.0530385340 0.9263474487 1.0113895858
[32,] 1.013544829 7.113662e-03 0.9719975279 0.9065007854 0.9911065102
[33,] 0.978769870 -4.095574e-02 1.1130664959 0.9448305836 1.0347719260
[34,] 0.989160924 -2.866340e-02 1.0820531079 0.9599975590 1.0352208162
[35,] 1.050015410 -1.764408e-02 0.9949447399 0.9234985356 0.9231185065
[36,] 1.027336129 9.754566e-02 1.0476367021 0.9594369268 1.0055878058
[37,] 0.956166376 8.289040e-02 1.0541729784 0.9745207564 1.0910376219
[38,] 0.968458179 -4.228563e-02 0.9445393306 0.9876947603 0.9646718234
[39,] 0.937503847 -4.462242e-02 0.9468548798 1.0554909590 1.0812420070
[40,] 1.095309062 5.021090e-02 0.9698821191 0.9932271237 0.9845405805
[41,] 1.063367075 -2.111408e-02 1.0043618660 1.0076720829 1.0491024716
[42,] 0.936650953 -4.440800e-02 0.9543507682 1.0244722072 0.9863985578
[43,] 1.040364057 -2.592817e-02 0.8559503755 0.9299562151 1.0890697558
[44,] 0.991113598 -1.402369e-02 0.9926064880 1.0139322112 1.0266465669
[45,] 1.054926921 -5.825633e-02 0.9624916598 0.9569804950 1.0286157870
[46,] 1.016496610 -2.664706e-02 0.9765299300 0.9948906941 1.0064847374
[47,] 1.035293299 6.359599e-02 1.0951455402 1.0491631902 0.9234487686
[48,] 1.125937962 -9.268763e-02 0.9367605982 1.0187123705 0.9875944545
[49,] 1.012076002 6.142306e-02 1.0710563835 0.9645273729 0.9527402665
[50,] 1.054386192 9.809635e-03 0.8372436194 0.8650994636 1.0433323037
[51,] 0.045865952 8.883875e-02 -0.0236451247 0.0193872358 1.0345690486
[52,] 0.036550779 3.215218e-02 0.0048060897 -0.0367330933 0.9718145066
[53,] 0.063053419 -7.004779e-03 -0.0467475723 0.0464604239 0.9486021444
[54,] -0.046914824 7.626436e-02 0.0531107139 0.0128953799 0.9905258669
[55,] 0.074675867 3.025862e-02 -0.0813784841 -0.0118009927 1.0282140093
[56,] -0.029399424 8.076702e-02 -0.0542481208 0.0182500727 1.0224348859
[57,] -0.082088953 -3.218875e-02 -0.0045643821 -0.0315152159 1.0699332484
[58,] 0.010164289 -1.209827e-01 -0.0429706575 0.0295370933 0.9558106574
[59,] 0.031545835 8.150367e-03 -0.0556780318 -0.0061641194 1.0483192088
[60,] -0.089336960 -5.072925e-02 -0.0115634945 -0.0020626369 0.9403779631
[61,] 0.005353741 3.081738e-02 -0.0388837013 -0.0877638081 0.9894714415
[62,] -0.075920748 -2.154313e-04 -0.0348315998 0.0659625556 1.0000467942
[63,] 0.039752711 -3.173606e-02 0.0064539572 -0.0017314808 0.9752919763
[64,] -0.067799725 -1.052470e-01 -0.0147385317 -0.0031736740 1.0332773144
[65,] 0.065098181 2.548023e-02 0.0260087702 0.1419415621 0.9973428908
[66,] -0.024991549 3.304580e-02 -0.0066744704 -0.0231321034 0.8751945015
[67,] -0.008699577 2.749928e-03 -0.0253400242 0.0579008297 0.9866540140
[68,] -0.051531219 -3.088456e-02 -0.0335232867 -0.0273078351 0.9387951899
[69,] -0.018948111 5.639473e-02 0.0320098039 -0.0456298930 1.0522514175
[70,] 0.044169699 -6.709795e-02 -0.0246592458 0.0620775555 0.9634202085
[71,] 0.016487969 4.307539e-02 0.0859459693 -0.0620913347 0.9903803826
[72,] -0.055693605 5.085669e-02 -0.0729357601 0.0186459479 1.0279477709
[73,] -0.058153313 4.273613e-03 -0.0130076951 -0.0274516445 1.0172031667
[74,] -0.013508512 1.391428e-02 -0.0231195418 0.0619814992 0.9692410456
[75,] -0.005537770 2.877952e-02 -0.0415441692 0.0540562963 1.1059423508
[76,] -0.008362836 -7.873384e-02 -0.0293061300 -0.1026435252 1.0563209527
[77,] 0.130843657 1.298987e-01 0.0503645205 -0.0487798390 1.0062960281
[78,] -0.012449134 -1.995495e-02 -0.0850512851 0.0347053323 1.0493995168
[79,] 0.064148126 -2.110099e-02 -0.0383049177 -0.0362418952 0.9426831130
[80,] -0.007157334 -1.036331e-01 0.0273652063 0.0271955710 0.9981700838
[81,] 0.010185797 9.061329e-03 -0.0703498048 0.0066141020 0.9353186919
[82,] 0.005994534 3.223819e-02 0.0949111051 -0.0348978369 1.0192000590
[83,] -0.054831238 -7.162386e-02 0.0465168603 0.0048052136 1.0956616337
[84,] -0.030471311 2.607411e-02 0.0902928310 0.0209295029 1.0086185646
[85,] 0.053896275 -3.098548e-02 0.0279059641 -0.0070208087 0.9510967925
[86,] 0.007289143 4.579244e-02 0.0198966653 -0.0621839030 0.9283367591
[87,] -0.012864254 4.455207e-02 0.0362860999 0.0312895627 0.9785687539
[88,] 0.014651547 1.950766e-02 0.0752932565 -0.0364688705 1.0218623574
[89,] 0.010441703 -2.841471e-02 0.0075202296 -0.0751465662 0.9598808600
[90,] -0.070000570 -6.056773e-02 -0.0159311365 -0.0988228513 0.9247365740
[91,] -0.007079034 -3.391997e-02 -0.0674767433 -0.0575803085 1.0087517980
[92,] -0.018830708 -2.614927e-02 0.0758111918 0.0582230660 0.9582207268
[93,] -0.002821601 6.578627e-02 0.0057995402 0.0021270344 1.0554496960
[94,] 0.031369975 -7.958574e-02 0.0074726008 -0.0134269623 0.8950856784
[95,] 0.024066025 6.911048e-02 -0.0429086114 0.0116013243 1.0154335256
[96,] 0.051318533 1.090302e-02 -0.0429412777 -0.0357589196 1.0160409855
[97,] 0.049568810 -1.928685e-02 -0.0145088974 0.0242790380 0.9801741249
[98,] -0.017840144 5.348010e-02 0.0495375812 0.0478880498 0.9913488762
[99,] -0.037574515 -3.711598e-02 -0.0573121953 0.0162611481 1.0309606354
[100,] -0.033661474 -5.402926e-02 0.0393801367 -0.0033921429 1.0086437045
[101,] 0.010320968 6.912864e-02 -0.0012907188 1.0574684521 0.0355811669
[102,] 0.001259680 -8.496133e-02 -0.0294737495 1.0329736827 -0.0525724729
[103,] -0.015001235 -2.252666e-02 -0.0481566670 0.9537133505 -0.0249564566
[104,] -0.130953851 -7.390976e-02 0.0060477288 0.9343911169 -0.0873567839
[105,] -0.013644478 -2.531599e-02 -0.0613982165 1.0019448508 -0.0346115910
[106,] 0.053846197 -2.492129e-02 -0.0351491663 0.9316290299 -0.0479847089
[107,] -0.095366078 5.982328e-02 -0.0512738703 1.0987452739 -0.0154242304
[108,] -0.108009644 5.467867e-03 -0.0178079659 1.0976863595 0.0081174076
[109,] 0.015871560 -6.194304e-02 0.0707938287 1.0954221327 0.0281124956
[110,] 0.023616750 -5.528384e-03 0.0734480879 1.0053010777 0.0653041038
[111,] 0.035486768 3.800962e-02 0.0153662134 1.0750704176 -0.0193948989
[112,] 0.026585118 6.379402e-02 0.0484461467 0.9827612227 0.0301770592
[113,] 0.012394845 -3.722099e-02 0.0729627738 1.0823018959 0.0001402588
[114,] 0.070753895 -8.850875e-02 -0.0242934743 0.9813268448 -0.1142580731
[115,] 0.011947896 -3.934935e-02 0.0114962021 1.0554785693 -0.0197070384
[116,] 0.084470774 -1.058472e-03 -0.0008221553 1.0079262878 0.0273353928
[117,] 0.055373978 -1.727467e-02 -0.0260505449 1.0566327808 0.0737497993
[118,] -0.025004467 -3.567227e-02 -0.0253180751 1.0371214636 0.0012248038
[119,] -0.037815282 -6.456017e-02 0.0294678472 1.0483696903 0.0118315709
[120,] 0.070560582 1.868667e-02 -0.0418094450 0.9550755302 0.0924070449
[121,] 0.053204854 -4.116024e-02 -0.0107532586 0.9091665892 -0.0110313684
[122,] -0.062389703 8.291239e-02 0.0176472137 0.9785486902 -0.0085391792
[123,] 0.020450508 5.836186e-02 0.0588407143 0.9506029162 0.0047907208
[124,] 0.006515197 6.934798e-02 0.0405514633 0.9691451724 -0.0027086083
[125,] 0.026798336 4.141780e-02 -0.0056986707 1.0649383407 0.0302401816
[126,] 0.034122991 -6.546432e-02 0.0416914207 0.9770004061 0.0109676925
[127,] -0.022302746 -1.224255e-02 0.0543043156 0.9947386420 0.0806334303
[128,] -0.046786574 -6.854813e-02 0.0238993704 1.0468938859 -0.0551889717
[129,] 0.050388224 1.533315e-02 0.1252148410 0.9704389882 -0.0004372904
[130,] 0.060399431 6.540502e-02 -0.0861517605 1.0328881580 -0.0117354268
[131,] 0.049194402 -8.435665e-02 0.0291906967 1.0337872596 -0.0345219198
[132,] -0.013676694 -2.063838e-02 0.0225058349 1.1634499849 -0.0036339875
[133,] -0.075047545 4.899892e-02 0.0032965422 1.0348127970 -0.0111106796
[134,] 0.008930212 1.784136e-01 0.0909889889 1.0009757282 -0.0610446266
[135,] -0.021882870 -4.691122e-02 0.0478140276 1.0161654156 -0.0655694064
[136,] -0.066826471 6.978465e-02 0.0297964696 1.0709972647 -0.0212986998
[137,] 0.031680588 -4.048773e-02 0.0178223757 1.0378631809 0.0381738676
[138,] 0.029341928 3.407150e-02 0.0088456820 0.9679459572 -0.0407823709
[139,] -0.055350980 4.858652e-02 0.0176415935 0.9557520228 -0.0229353087
[140,] -0.023143877 -4.302518e-02 -0.0514690571 0.9791244700 0.0013331492
[141,] -0.073795722 -5.855265e-02 -0.0175375648 0.8683172002 0.0076149381
[142,] 0.005632855 -1.811536e-06 0.0436012616 1.0085812667 0.0080371099
[143,] 0.045011143 2.319719e-02 -0.0021643047 1.0128481908 -0.0141440144
[144,] -0.084695723 5.200887e-03 -0.0626222650 0.9796358464 -0.0343942745
[145,] 0.024663892 9.247778e-02 -0.0595100526 1.0182236500 -0.0104914423
[146,] 0.018400954 3.196754e-02 0.0434399467 1.0462102469 0.0246661007
[147,] -0.011178146 -3.148871e-02 -0.0046278578 0.9672450413 0.0623777702
[148,] -0.085526163 -1.773538e-02 0.0610936800 1.0331705545 0.0641792094
[149,] 0.011276256 -1.550837e-02 -0.0146097465 0.9885743980 -0.0444822038
[150,] -0.027269451 5.148335e-03 -0.0026907982 0.9822180596 0.0048336262
[151,] -0.025133735 4.235378e-02 1.0460583160 1.0508714609 -0.0448891453
[152,] 0.065197720 8.093936e-02 0.9761508230 0.9868187317 -0.0662472260
[153,] -0.041769646 -5.532837e-02 0.9481995997 1.0662204890 -0.0734172544
[154,] 0.003064358 -4.568260e-02 1.0017083437 1.0415542675 -0.0664028835
[155,] -0.091488213 -1.226348e-02 0.9280450104 0.9680933474 0.0459073689
[156,] 0.079783252 2.616102e-02 0.9985730667 0.9839147572 -0.0705466119
[157,] 0.041620034 -2.764739e-03 1.0675436846 1.0365263914 0.0047760096
[158,] 0.016872703 9.758376e-02 1.1236187650 1.0282442153 0.0104131732
[159,] -0.046517917 4.051150e-02 0.9267142308 0.9650262531 0.1039639846
[160,] -0.052504097 9.839434e-02 1.0608125199 0.9937317399 -0.0976638785
[161,] 0.056411317 -1.430285e-02 1.0136259570 1.0365722375 0.0527429519
[162,] 0.068632487 -7.074647e-02 0.9601644430 0.8974893657 0.0930907954
[163,] -0.098906265 -2.587037e-02 1.0774070106 0.9898772435 0.0021240689
[164,] 0.042763468 4.583044e-02 0.9326727197 0.9679246453 -0.0185730966
[165,] -0.027804390 -5.247375e-02 1.0140613595 1.0286002978 0.0078456017
[166,] 0.040752950 -5.595483e-02 0.9200329862 0.9709238837 0.0001072736
[167,] -0.018434371 1.862916e-02 0.9918666699 0.8985838186 0.0814647704
[168,] -0.032579377 -6.617186e-02 0.9931270626 1.0144841005 0.0042463646
[169,] -0.023000400 6.311524e-04 1.0439684702 0.9709944944 0.0780313389
[170,] 0.056176608 -2.084666e-02 0.9715911441 1.0277494521 -0.0286550957
[171,] -0.011093317 6.088690e-02 1.0168772407 1.0901587125 0.0454745382
[172,] 0.002005366 1.581425e-02 0.9785257306 1.0708741729 -0.0341952166
[173,] 0.058841124 -3.990548e-02 0.9854758280 1.0702599556 0.0196398411
[174,] -0.005022800 3.703747e-02 1.1118551533 1.0362031765 -0.0114102606
[175,] -0.026660677 -4.094264e-02 1.0530549883 1.1007645894 -0.0260225247
[176,] 0.099316769 -5.797474e-03 1.0424268806 0.9962284537 0.0045671007
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[166,] -0.0119679804 0.9661827269
[167,] 0.0640991243 0.9914100348
[168,] 0.0178967734 1.0277617677
[169,] 0.0026717910 1.0562615510
[170,] 0.0563919600 1.0033765646
[171,] 0.0499017066 1.0265079363
[172,] -0.0861113082 0.9225271962
[173,] 0.0462317388 1.0717758656
[174,] 0.0355506799 0.9892746869
[175,] -0.0120716941 0.9750308714
[176,] -0.1014445929 0.9990989138
[177,] 0.0007371534 1.0725382009
[178,] 0.0160452091 0.9565686074
[179,] 0.0037253682 1.0007228209
[180,] -0.0220138545 0.9733567732
[181,] 0.0194712994 1.0220703829
[182,] 0.0049171078 1.0157587674
[183,] -0.0178211495 0.9854018187
[184,] 0.0017256107 1.0201257449
[185,] -0.0682144882 0.9738127576
[186,] -0.0030500674 0.9632187747
[187,] 0.0002898123 0.9590759404
[188,] 0.0915321300 0.9933636055
[189,] -0.0159002543 1.1341490705
[190,] -0.0022963561 0.9770865716
[191,] -0.0094252199 1.0478920129
[192,] -0.0985314511 0.9652657505
[193,] -0.0072714390 1.0203586251
[194,] -0.0733518681 0.9945970156
[195,] -0.0601380523 0.9539214785
[196,] -0.0128249635 0.9923606735
[197,] 0.0625263926 0.9537451964
[198,] 0.0335184963 1.0769018806
[199,] -0.0617158705 1.0002825971
[200,] 0.0247192433 1.0792769422
[201,] 4.4088381863 0.0135565459
[202,] 4.5362496862 -0.0287837192
[203,] 3.8246614007 0.0165400697
[204,] 2.9918153147 -0.0178097751
[205,] 5.0447481400 -0.2413657337
[206,] 4.5940881432 -0.0202292867
[207,] 4.5612189033 -0.2535528982
[208,] 3.8977571887 0.1199521611
[209,] 3.1033609733 -0.1592324174
[210,] 4.6978062472 0.2112778602
[211,] 4.7018130487 0.1940940766
[212,] 3.2352417561 -0.0324318383
[213,] 4.0272477912 -0.1376724028
[214,] 5.1245385185 0.0279510380
[215,] 4.5136684926 0.0378620048
[216,] 4.0659986429 -0.0149541340
[217,] 4.0310688600 0.0653850168
[218,] 4.7635293744 -0.0886002133
[219,] 3.2805888279 0.0228886927
[220,] 3.4059205004 0.0134179708
[221,] 4.3969657028 0.1502644649
[222,] 3.0186233174 -0.0334180765
[223,] 5.1594327605 0.0328326769
[224,] 4.5014010090 -0.0366992151
[225,] 4.1775866555 -0.0655099466
[226,] 3.1592116108 -0.0109224357
[227,] 3.6814974016 -0.1429491181
[228,] 4.9205671369 0.0016285685
[229,] 3.8058491293 0.0201523400
[230,] 3.6684897994 0.0107020063
[231,] 5.0231344522 -0.0015757128
[232,] 3.1260426713 -0.1453722922
[233,] 4.5215377821 0.0337999628
[234,] 3.6006969546 -0.1181381422
[235,] 3.3858262552 -0.0053285944
[236,] 4.3306849667 0.0565067218
[237,] 4.8929122888 0.0111452617
[238,] 5.2334324946 0.0469570338
[239,] 4.3641872378 -0.0694617524
[240,] 3.2431011309 -0.0246201859
[241,] 4.2677529296 0.0277885563
[242,] 3.6323677105 0.1206805664
[243,] 4.6689159525 0.1293839859
[244,] 2.8697287953 -0.1366223201
[245,] 3.1397422249 -0.1140247580
[246,] 4.4731216873 0.1488774791
[247,] 3.2174175238 0.0797750371
[248,] 4.5537368695 -0.2127893607
[249,] 5.3556371769 -0.0634782370
[250,] 3.7423855869 -0.0837809616
[251,] 4.4088381863 4.4088381863
[252,] 4.5362496862 4.5362496862
[253,] 3.8246614007 3.8246614007
[254,] 2.9918153147 2.9918153147
[255,] 5.0447481400 5.0447481400
[256,] 4.5940881432 4.5940881432
[257,] 4.5612189033 4.5612189033
[258,] 3.8977571887 3.8977571887
[259,] 3.1033609733 3.1033609733
[260,] 4.6978062472 4.6978062472
[261,] 4.7018130487 4.7018130487
[262,] 3.2352417561 3.2352417561
[263,] 4.0272477912 4.0272477912
[264,] 5.1245385185 5.1245385185
[265,] 4.5136684926 4.5136684926
[266,] 4.0659986429 4.0659986429
[267,] 4.0310688600 4.0310688600
[268,] 4.7635293744 4.7635293744
[269,] 3.2805888279 3.2805888279
[270,] 3.4059205004 3.4059205004
[271,] 4.3969657028 4.3969657028
[272,] 3.0186233174 3.0186233174
[273,] 5.1594327605 5.1594327605
[274,] 4.5014010090 4.5014010090
[275,] 4.1775866555 4.1775866555
[276,] 3.1592116108 3.1592116108
[277,] 3.6814974016 3.6814974016
[278,] 4.9205671369 4.9205671369
[279,] 3.8058491293 3.8058491293
[280,] 3.6684897994 3.6684897994
[281,] 5.0231344522 5.0231344522
[282,] 3.1260426713 3.1260426713
[283,] 4.5215377821 4.5215377821
[284,] 3.6006969546 3.6006969546
[285,] 3.3858262552 3.3858262552
[286,] 4.3306849667 4.3306849667
[287,] 4.8929122888 4.8929122888
[288,] 5.2334324946 5.2334324946
[289,] 4.3641872378 4.3641872378
[290,] 3.2431011309 3.2431011309
[291,] 4.2677529296 4.2677529296
[292,] 3.6323677105 3.6323677105
[293,] 4.6689159525 4.6689159525
[294,] 2.8697287953 2.8697287953
[295,] 3.1397422249 3.1397422249
[296,] 4.4731216873 4.4731216873
[297,] 3.2174175238 3.2174175238
[298,] 4.5537368695 4.5537368695
[299,] 5.3556371769 5.3556371769
[300,] 3.7423855869 3.7423855869
clust_diff_shapes_pts() works
Code
clust_diff_shapes_pts(clust_size_vec = c(50, 50, 50, 50, 100, 100),
num_gau_clust = 4, num_non_gau_clust = 2, clust_sd_gau = 0.05,
clust_sd_non_gau = 0.1, num_dims = 7, a = 2, b = 4)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.064240596 -3.029001e-02 0.9878262109 1.001960348 1.0303544716
[2,] 1.018875050 5.746857e-02 1.1400370982 0.960653374 0.9462993817
[3,] 0.992292799 -1.558622e-02 0.9446827295 0.947435101 0.9861666084
[4,] 0.923393696 8.786265e-03 1.0447180630 0.993468946 0.9562982310
[5,] 1.019534151 -7.203514e-02 1.0402151405 0.989062717 0.9610679802
[6,] 0.976776618 -5.004063e-02 0.9970291627 0.966950399 0.9941837483
[7,] 1.148961970 -5.490543e-03 1.0239976742 1.030240123 1.0174046838
[8,] 1.018104413 1.155893e-02 0.9485923267 1.020329941 1.0088401015
[9,] 0.998910960 2.700506e-02 1.0437659042 1.027406552 1.0172831652
[10,] 1.012690907 9.359796e-03 0.9390542095 1.049357630 0.9983578209
[11,] 0.996382333 -1.794435e-02 1.0069756782 1.080997435 1.0421497721
[12,] 0.974518984 -6.293476e-02 0.9585664104 0.979244214 0.9671362477
[13,] 1.019005573 2.508501e-02 1.0081284114 1.023294007 1.0943995987
[14,] 0.984418166 7.850385e-02 1.0338646303 1.004699795 1.0491136114
[15,] 1.017046870 2.847716e-02 1.0526947845 1.008022968 1.0238505011
[16,] 1.020397969 4.040263e-02 1.0506113735 0.924887940 0.9340759418
[17,] 1.049006888 3.300531e-02 1.0842814429 1.053997910 1.0055959978
[18,] 1.066875366 -2.484500e-02 0.9971751798 0.865710796 1.0083108956
[19,] 0.950148980 -1.740868e-02 0.9434327273 0.979692160 0.9237664473
[20,] 0.992438663 4.146446e-02 0.9780772280 1.069404841 1.0502481247
[21,] 0.933618083 1.453406e-02 1.0903411412 0.981619661 0.9906266722
[22,] 1.017382570 5.850721e-02 1.0034800095 0.993650994 0.9270658638
[23,] 1.018612289 -6.346488e-02 0.9981698879 1.000903407 0.9197748007
[24,] 1.005519074 1.368462e-02 1.0087584391 0.949566662 0.9841753180
[25,] 1.006784814 4.016927e-03 1.0573456865 0.997786929 1.0038148198
[26,] 0.956074595 6.587756e-02 0.9416884349 0.980237052 0.9881707840
[27,] 1.062728980 2.323483e-02 0.9818352146 0.999117766 0.9910086068
[28,] 0.990215162 4.023786e-02 0.9141592840 1.043355399 1.0043055812
[29,] 0.955226389 -7.048070e-02 1.0294708627 1.050669874 0.9717665920
[30,] 1.018130919 4.125534e-03 0.9905968116 1.003017822 0.9531937076
[31,] 1.033394898 1.640820e-02 1.0530385340 0.926347449 1.0113895858
[32,] 1.013544829 7.113662e-03 0.9719975279 0.906500785 0.9911065102
[33,] 0.978769870 -4.095574e-02 1.1130664959 0.944830584 1.0347719260
[34,] 0.989160924 -2.866340e-02 1.0820531079 0.959997559 1.0352208162
[35,] 1.050015410 -1.764408e-02 0.9949447399 0.923498536 0.9231185065
[36,] 1.027336129 9.754566e-02 1.0476367021 0.959436927 1.0055878058
[37,] 0.956166376 8.289040e-02 1.0541729784 0.974520756 1.0910376219
[38,] 0.968458179 -4.228563e-02 0.9445393306 0.987694760 0.9646718234
[39,] 0.937503847 -4.462242e-02 0.9468548798 1.055490959 1.0812420070
[40,] 1.095309062 5.021090e-02 0.9698821191 0.993227124 0.9845405805
[41,] 1.063367075 -2.111408e-02 1.0043618660 1.007672083 1.0491024716
[42,] 0.936650953 -4.440800e-02 0.9543507682 1.024472207 0.9863985578
[43,] 1.040364057 -2.592817e-02 0.8559503755 0.929956215 1.0890697558
[44,] 0.991113598 -1.402369e-02 0.9926064880 1.013932211 1.0266465669
[45,] 1.054926921 -5.825633e-02 0.9624916598 0.956980495 1.0286157870
[46,] 1.016496610 -2.664706e-02 0.9765299300 0.994890694 1.0064847374
[47,] 1.035293299 6.359599e-02 1.0951455402 1.049163190 0.9234487686
[48,] 1.125937962 -9.268763e-02 0.9367605982 1.018712370 0.9875944545
[49,] 1.012076002 6.142306e-02 1.0710563835 0.964527373 0.9527402665
[50,] 1.054386192 9.809635e-03 0.8372436194 0.865099464 1.0433323037
[51,] 0.045865952 8.883875e-02 -0.0236451247 0.019387236 1.0345690486
[52,] 0.036550779 3.215218e-02 0.0048060897 -0.036733093 0.9718145066
[53,] 0.063053419 -7.004779e-03 -0.0467475723 0.046460424 0.9486021444
[54,] -0.046914824 7.626436e-02 0.0531107139 0.012895380 0.9905258669
[55,] 0.074675867 3.025862e-02 -0.0813784841 -0.011800993 1.0282140093
[56,] -0.029399424 8.076702e-02 -0.0542481208 0.018250073 1.0224348859
[57,] -0.082088953 -3.218875e-02 -0.0045643821 -0.031515216 1.0699332484
[58,] 0.010164289 -1.209827e-01 -0.0429706575 0.029537093 0.9558106574
[59,] 0.031545835 8.150367e-03 -0.0556780318 -0.006164119 1.0483192088
[60,] -0.089336960 -5.072925e-02 -0.0115634945 -0.002062637 0.9403779631
[61,] 0.005353741 3.081738e-02 -0.0388837013 -0.087763808 0.9894714415
[62,] -0.075920748 -2.154313e-04 -0.0348315998 0.065962556 1.0000467942
[63,] 0.039752711 -3.173606e-02 0.0064539572 -0.001731481 0.9752919763
[64,] -0.067799725 -1.052470e-01 -0.0147385317 -0.003173674 1.0332773144
[65,] 0.065098181 2.548023e-02 0.0260087702 0.141941562 0.9973428908
[66,] -0.024991549 3.304580e-02 -0.0066744704 -0.023132103 0.8751945015
[67,] -0.008699577 2.749928e-03 -0.0253400242 0.057900830 0.9866540140
[68,] -0.051531219 -3.088456e-02 -0.0335232867 -0.027307835 0.9387951899
[69,] -0.018948111 5.639473e-02 0.0320098039 -0.045629893 1.0522514175
[70,] 0.044169699 -6.709795e-02 -0.0246592458 0.062077555 0.9634202085
[71,] 0.016487969 4.307539e-02 0.0859459693 -0.062091335 0.9903803826
[72,] -0.055693605 5.085669e-02 -0.0729357601 0.018645948 1.0279477709
[73,] -0.058153313 4.273613e-03 -0.0130076951 -0.027451644 1.0172031667
[74,] -0.013508512 1.391428e-02 -0.0231195418 0.061981499 0.9692410456
[75,] -0.005537770 2.877952e-02 -0.0415441692 0.054056296 1.1059423508
[76,] -0.008362836 -7.873384e-02 -0.0293061300 -0.102643525 1.0563209527
[77,] 0.130843657 1.298987e-01 0.0503645205 -0.048779839 1.0062960281
[78,] -0.012449134 -1.995495e-02 -0.0850512851 0.034705332 1.0493995168
[79,] 0.064148126 -2.110099e-02 -0.0383049177 -0.036241895 0.9426831130
[80,] -0.007157334 -1.036331e-01 0.0273652063 0.027195571 0.9981700838
[81,] 0.010185797 9.061329e-03 -0.0703498048 0.006614102 0.9353186919
[82,] 0.005994534 3.223819e-02 0.0949111051 -0.034897837 1.0192000590
[83,] -0.054831238 -7.162386e-02 0.0465168603 0.004805214 1.0956616337
[84,] -0.030471311 2.607411e-02 0.0902928310 0.020929503 1.0086185646
[85,] 0.053896275 -3.098548e-02 0.0279059641 -0.007020809 0.9510967925
[86,] 0.007289143 4.579244e-02 0.0198966653 -0.062183903 0.9283367591
[87,] -0.012864254 4.455207e-02 0.0362860999 0.031289563 0.9785687539
[88,] 0.014651547 1.950766e-02 0.0752932565 -0.036468870 1.0218623574
[89,] 0.010441703 -2.841471e-02 0.0075202296 -0.075146566 0.9598808600
[90,] -0.070000570 -6.056773e-02 -0.0159311365 -0.098822851 0.9247365740
[91,] -0.007079034 -3.391997e-02 -0.0674767433 -0.057580308 1.0087517980
[92,] -0.018830708 -2.614927e-02 0.0758111918 0.058223066 0.9582207268
[93,] -0.002821601 6.578627e-02 0.0057995402 0.002127034 1.0554496960
[94,] 0.031369975 -7.958574e-02 0.0074726008 -0.013426962 0.8950856784
[95,] 0.024066025 6.911048e-02 -0.0429086114 0.011601324 1.0154335256
[96,] 0.051318533 1.090302e-02 -0.0429412777 -0.035758920 1.0160409855
[97,] 0.049568810 -1.928685e-02 -0.0145088974 0.024279038 0.9801741249
[98,] -0.017840144 5.348010e-02 0.0495375812 0.047888050 0.9913488762
[99,] -0.037574515 -3.711598e-02 -0.0573121953 0.016261148 1.0309606354
[100,] -0.033661474 -5.402926e-02 0.0393801367 -0.003392143 1.0086437045
[101,] 0.010320968 6.912864e-02 -0.0012907188 1.057468452 0.0355811669
[102,] 0.001259680 -8.496133e-02 -0.0294737495 1.032973683 -0.0525724729
[103,] -0.015001235 -2.252666e-02 -0.0481566670 0.953713350 -0.0249564566
[104,] -0.130953851 -7.390976e-02 0.0060477288 0.934391117 -0.0873567839
[105,] -0.013644478 -2.531599e-02 -0.0613982165 1.001944851 -0.0346115910
[106,] 0.053846197 -2.492129e-02 -0.0351491663 0.931629030 -0.0479847089
[107,] -0.095366078 5.982328e-02 -0.0512738703 1.098745274 -0.0154242304
[108,] -0.108009644 5.467867e-03 -0.0178079659 1.097686360 0.0081174076
[109,] 0.015871560 -6.194304e-02 0.0707938287 1.095422133 0.0281124956
[110,] 0.023616750 -5.528384e-03 0.0734480879 1.005301078 0.0653041038
[111,] 0.035486768 3.800962e-02 0.0153662134 1.075070418 -0.0193948989
[112,] 0.026585118 6.379402e-02 0.0484461467 0.982761223 0.0301770592
[113,] 0.012394845 -3.722099e-02 0.0729627738 1.082301896 0.0001402588
[114,] 0.070753895 -8.850875e-02 -0.0242934743 0.981326845 -0.1142580731
[115,] 0.011947896 -3.934935e-02 0.0114962021 1.055478569 -0.0197070384
[116,] 0.084470774 -1.058472e-03 -0.0008221553 1.007926288 0.0273353928
[117,] 0.055373978 -1.727467e-02 -0.0260505449 1.056632781 0.0737497993
[118,] -0.025004467 -3.567227e-02 -0.0253180751 1.037121464 0.0012248038
[119,] -0.037815282 -6.456017e-02 0.0294678472 1.048369690 0.0118315709
[120,] 0.070560582 1.868667e-02 -0.0418094450 0.955075530 0.0924070449
[121,] 0.053204854 -4.116024e-02 -0.0107532586 0.909166589 -0.0110313684
[122,] -0.062389703 8.291239e-02 0.0176472137 0.978548690 -0.0085391792
[123,] 0.020450508 5.836186e-02 0.0588407143 0.950602916 0.0047907208
[124,] 0.006515197 6.934798e-02 0.0405514633 0.969145172 -0.0027086083
[125,] 0.026798336 4.141780e-02 -0.0056986707 1.064938341 0.0302401816
[126,] 0.034122991 -6.546432e-02 0.0416914207 0.977000406 0.0109676925
[127,] -0.022302746 -1.224255e-02 0.0543043156 0.994738642 0.0806334303
[128,] -0.046786574 -6.854813e-02 0.0238993704 1.046893886 -0.0551889717
[129,] 0.050388224 1.533315e-02 0.1252148410 0.970438988 -0.0004372904
[130,] 0.060399431 6.540502e-02 -0.0861517605 1.032888158 -0.0117354268
[131,] 0.049194402 -8.435665e-02 0.0291906967 1.033787260 -0.0345219198
[132,] -0.013676694 -2.063838e-02 0.0225058349 1.163449985 -0.0036339875
[133,] -0.075047545 4.899892e-02 0.0032965422 1.034812797 -0.0111106796
[134,] 0.008930212 1.784136e-01 0.0909889889 1.000975728 -0.0610446266
[135,] -0.021882870 -4.691122e-02 0.0478140276 1.016165416 -0.0655694064
[136,] -0.066826471 6.978465e-02 0.0297964696 1.070997265 -0.0212986998
[137,] 0.031680588 -4.048773e-02 0.0178223757 1.037863181 0.0381738676
[138,] 0.029341928 3.407150e-02 0.0088456820 0.967945957 -0.0407823709
[139,] -0.055350980 4.858652e-02 0.0176415935 0.955752023 -0.0229353087
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[346,] 3.247938003 3.247938e+00 0.0389529548 3.247938003 0.0125401501
[347,] 4.095782847 4.095783e+00 0.0972846070 4.095782847 0.1407397216
[348,] 3.568803368 3.568803e+00 -0.0017813967 3.568803368 0.0808999692
[349,] 4.025977919 4.025978e+00 0.1931871829 4.025977919 0.1172630850
[350,] 4.395833312 4.395833e+00 0.0566720984 4.395833312 -0.0536489549
[,6] [,7]
[1,] 1.0239356034 1.0569883750
[2,] 0.9836958089 1.0519324939
[3,] 1.0121582302 0.9030271084
[4,] 1.0696281860 1.0850561605
[5,] 0.9754770120 0.9804796977
[6,] 0.9900526946 0.9973787699
[7,] 0.9600759496 1.0133555679
[8,] 0.9615872865 0.9744679431
[9,] 0.9934867898 0.9859045264
[10,] 0.9733816068 0.9791187314
[11,] 1.0035853299 1.0376890194
[12,] 1.0211504587 0.9509658751
[13,] 0.9733091166 1.0264624459
[14,] 0.9778258422 1.0246518189
[15,] 1.0444402861 0.9371883458
[16,] 1.0352994293 1.0150712955
[17,] 0.9546885465 0.9310521855
[18,] 0.9816680023 0.9453104325
[19,] 0.9056147977 0.9769654927
[20,] 1.0554252647 0.9795593066
[21,] 1.0098863213 1.0404867680
[22,] 0.9515689729 1.0101760828
[23,] 1.0018442532 0.9646388137
[24,] 0.9477461302 0.9167270966
[25,] 1.0363173740 1.0601146703
[26,] 0.9460906723 1.0296330187
[27,] 0.8878701907 1.0160512648
[28,] 1.0061528767 0.9683969858
[29,] 0.9889762116 1.0015473785
[30,] 1.0265046896 1.0075350345
[31,] 0.9574101227 1.0881939349
[32,] 1.0734217297 1.0599020043
[33,] 0.9916060693 0.9225677139
[34,] 0.9581985616 1.0238995342
[35,] 1.0145909836 1.0260807624
[36,] 1.0517393194 0.9288534938
[37,] 1.0140645506 0.9720850591
[38,] 0.9978423419 1.0250859971
[39,] 1.0119842844 0.9300220227
[40,] 1.0565867802 1.0796169179
[41,] 0.9822919849 0.9712217777
[42,] 0.9821691904 0.9331953772
[43,] 0.9829164122 0.9226314534
[44,] 0.9848514549 0.9290395513
[45,] 0.9952192985 0.9263375356
[46,] 1.0045720577 1.0339001688
[47,] 0.9649136725 0.9968784021
[48,] 0.9845085544 0.9592048821
[49,] 0.9438557806 0.9570450187
[50,] 0.9156109846 0.9424974725
[51,] 0.0366386790 0.9726617384
[52,] 0.0052424965 1.0349706476
[53,] 0.0456405149 1.0465242665
[54,] 0.0524021492 1.0386930950
[55,] 0.0135764592 1.0187138799
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[58,] 0.0854777401 1.0655070464
[59,] 0.0203360159 0.9693000228
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[61,] 0.0405605506 1.0192253494
[62,] 0.0226414428 0.9607682128
[63,] 0.0454434408 1.1242525921
[64,] 0.0477151938 1.0090345552
[65,] 0.0029540332 0.9542059621
[66,] 0.0796736358 1.0643979057
[67,] 0.0636535924 0.9808666823
[68,] 0.0321791773 1.0416521202
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[71,] -0.0075002142 1.0033892063
[72,] 0.0524449260 0.9919626783
[73,] -0.0163423290 1.0518884514
[74,] -0.0281936500 1.0744788108
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[77,] -0.0006573470 0.9662113275
[78,] -0.0533052118 1.0349333377
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[80,] 0.0566798190 1.0333991171
[81,] 0.0031589816 0.9189883871
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[99,] -0.0097945649 1.0793767409
[100,] -0.0763959762 1.0397995865
[101,] 0.9898965439 0.0107022107
[102,] 0.9702268775 0.0630513079
[103,] 1.0276964977 -0.0555264507
[104,] 0.9920262038 -0.0312484801
[105,] 1.0051526532 -0.0047672153
[106,] 1.0316174719 -0.0651114171
[107,] 0.9789306346 0.0557960323
[108,] 0.9489765309 -0.0490356900
[109,] 1.0035201979 0.0809507478
[110,] 1.0120776975 -0.0552625862
[111,] 0.9880524765 0.0434489618
[112,] 0.9147712428 0.0280899921
[113,] 0.9759342550 -0.0152427880
[114,] 1.0986402089 0.0292548747
[115,] 0.9346863722 -0.1192368091
[116,] 0.9394394754 0.0422027534
[117,] 1.0515667210 -0.0595864306
[118,] 0.9402336454 -0.0164581286
[119,] 0.9332564459 0.1133094914
[120,] 1.1339103286 -0.0530069505
[121,] 1.0459426891 0.0678368918
[122,] 0.9430481090 -0.0296208296
[123,] 0.9937877100 -0.0427270511
[124,] 0.9653473084 -0.0467750075
[125,] 1.0379643796 -0.0736101846
[126,] 1.0506652916 -0.0314946729
[127,] 0.9611807800 -0.0537872534
[128,] 0.9614152302 -0.0118627202
[129,] 0.9202362523 0.0578859551
[130,] 1.0111652240 0.0299538949
[131,] 1.0098890271 -0.0274814577
[132,] 0.9704645288 0.0016122621
[133,] 0.9064141896 -0.0120593415
[134,] 1.0229600075 0.0477753356
[135,] 0.9488411519 0.0202982148
[136,] 1.0190206666 0.0418858731
[137,] 1.0654420854 0.0179023942
[138,] 0.9497388335 -0.0241294018
[139,] 0.9702455248 0.0459049019
[140,] 0.9741034566 0.0095376237
[141,] 0.9892780474 -0.0292846953
[142,] 1.0257332962 0.0085605270
[143,] 1.0100676663 -0.0002686145
[144,] 0.9287749122 0.0596362484
[145,] 0.9850893547 -0.0203346481
[146,] 0.9934107078 -0.0508310550
[147,] 1.0186380376 0.0122649406
[148,] 0.9428257077 0.0147856402
[149,] 1.0640212715 -0.0698468925
[150,] 0.9350165708 0.0569245206
[151,] -0.0321030296 0.8720441916
[152,] 0.0413239964 0.9748870399
[153,] -0.0154900790 0.9652928892
[154,] -0.0235732039 0.9650372014
[155,] 0.0714927987 0.9414420784
[156,] 0.1027193665 0.9080289124
[157,] -0.0265793872 1.0388679547
[158,] -0.0432502859 0.9182227836
[159,] 0.0832728564 0.9611616328
[160,] -0.0189999723 0.9799865052
[161,] 0.0019744348 1.0396156954
[162,] 0.0388403186 1.0221048325
[163,] 0.0163657743 1.0732107228
[164,] -0.0033659421 0.9786448881
[165,] -0.0152232521 0.9788042484
[166,] -0.0119679804 0.9661827269
[167,] 0.0640991243 0.9914100348
[168,] 0.0178967734 1.0277617677
[169,] 0.0026717910 1.0562615510
[170,] 0.0563919600 1.0033765646
[171,] 0.0499017066 1.0265079363
[172,] -0.0861113082 0.9225271962
[173,] 0.0462317388 1.0717758656
[174,] 0.0355506799 0.9892746869
[175,] -0.0120716941 0.9750308714
[176,] -0.1014445929 0.9990989138
[177,] 0.0007371534 1.0725382009
[178,] 0.0160452091 0.9565686074
[179,] 0.0037253682 1.0007228209
[180,] -0.0220138545 0.9733567732
[181,] 0.0194712994 1.0220703829
[182,] 0.0049171078 1.0157587674
[183,] -0.0178211495 0.9854018187
[184,] 0.0017256107 1.0201257449
[185,] -0.0682144882 0.9738127576
[186,] -0.0030500674 0.9632187747
[187,] 0.0002898123 0.9590759404
[188,] 0.0915321300 0.9933636055
[189,] -0.0159002543 1.1341490705
[190,] -0.0022963561 0.9770865716
[191,] -0.0094252199 1.0478920129
[192,] -0.0985314511 0.9652657505
[193,] -0.0072714390 1.0203586251
[194,] -0.0733518681 0.9945970156
[195,] -0.0601380523 0.9539214785
[196,] -0.0128249635 0.9923606735
[197,] 0.0625263926 0.9537451964
[198,] 0.0335184963 1.0769018806
[199,] -0.0617158705 1.0002825971
[200,] 0.0247192433 1.0792769422
[201,] 4.4734399958 0.1169057842
[202,] 4.6316550321 -0.0054515079
[203,] 3.9039338260 0.0160840789
[204,] 3.5430148886 0.0426229765
[205,] 5.1561300202 0.1164376473
[206,] 4.8178462478 -0.0800517799
[207,] 4.3825209121 0.1262976545
[208,] 3.9026292634 0.2275638540
[209,] 3.1991668725 0.0963273939
[210,] 4.3552159963 -0.0159503266
[211,] 4.9105909104 0.0913782636
[212,] 2.7248750917 0.0117751613
[213,] 4.0330471573 -0.0773246361
[214,] 4.3601587136 0.0791115383
[215,] 4.4427069986 0.0724828398
[216,] 4.9623039640 0.0645540943
[217,] 4.0240030612 0.0747552456
[218,] 4.3900250564 -0.0967514002
[219,] 3.5873919151 0.0906166344
[220,] 3.0855267521 -0.2588792068
[221,] 4.2923587833 0.2582119392
[222,] 2.8517223511 0.1693524789
[223,] 4.9493640914 0.0625941407
[224,] 4.4569928917 -0.0639509148
[225,] 4.1862726493 0.0405695459
[226,] 3.6196944223 -0.1134420922
[227,] 3.2079245762 0.0143754969
[228,] 4.5200614556 0.0020732853
[229,] 3.7357976736 0.0226767652
[230,] 3.3015203355 -0.0111823447
[231,] 4.5480314023 0.0205549548
[232,] 3.3184178117 -0.0494592751
[233,] 4.9760697695 -0.2063375328
[234,] 3.6572865212 -0.0522017848
[235,] 3.6885129855 -0.1943019661
[236,] 4.2893937710 -0.1146390182
[237,] 4.2086752249 0.0848219034
[238,] 5.0724622753 -0.1309883978
[239,] 4.7646322793 0.0563880080
[240,] 2.9686169023 0.1837894671
[241,] 4.2013908555 0.0119659601
[242,] 3.6864108514 0.0143994231
[243,] 4.6271669831 0.2178575281
[244,] 2.8037856329 0.0695886465
[245,] 3.2238189880 -0.0037588272
[246,] 4.7681692463 -0.0293775574
[247,] 2.6616813459 -0.0871904123
[248,] 4.6378694372 0.1621164547
[249,] 4.3256274435 0.1065080553
[250,] 3.8287091216 -0.0941529483
[251,] 3.6016525196 0.1149203830
[252,] 3.6880928786 -0.0309004797
[253,] 3.0183778244 -0.0103534875
[254,] 4.8008080041 0.0328116447
[255,] 3.5616865872 -0.0469394847
[256,] 3.4417660335 -0.0889402511
[257,] 4.4474738170 0.0995926896
[258,] 3.4909822688 0.0803713588
[259,] 3.6255725404 0.0999099661
[260,] 2.9369864177 0.1183869523
[261,] 3.3184174706 0.2217082758
[262,] 3.8171346594 0.1511065004
[263,] 3.4540712159 -0.0929787746
[264,] 3.6227640680 -0.1069143762
[265,] 4.0951225393 -0.1351552435
[266,] 4.8401507648 0.0541747317
[267,] 4.6474636324 0.1011740808
[268,] 3.3750123492 0.1549216253
[269,] 3.2779041327 -0.1580965760
[270,] 2.9610356797 -0.1660617382
[271,] 4.4150779011 -0.1088296819
[272,] 3.4201890581 -0.0298889173
[273,] 3.7964903885 -0.0126766203
[274,] 3.7391212383 -0.1753998081
[275,] 4.1800590997 -0.1360952256
[276,] 2.8137942287 0.1719019570
[277,] 4.5507019966 0.1493271449
[278,] 3.1695400877 -0.0484194469
[279,] 3.6078881594 -0.1013879801
[280,] 4.4059931526 -0.0324122464
[281,] 4.1356512909 -0.2736816803
[282,] 3.9715383659 0.0465919654
[283,] 4.4438130779 -0.0254104587
[284,] 4.3192645222 0.0619268358
[285,] 3.9522239113 0.0461339462
[286,] 3.5807971064 0.0047275051
[287,] 3.2003914797 0.0579949415
[288,] 5.2508734365 0.0049213360
[289,] 4.6935734679 0.0415307991
[290,] 3.0164691818 0.1199100426
[291,] 3.7895477086 0.1312213806
[292,] 5.1027397680 0.0910895959
[293,] 3.9500344914 0.1359021124
[294,] 4.7092458786 -0.0827591418
[295,] 4.7317043441 -0.0837810035
[296,] 4.5060098092 0.2281103452
[297,] 3.5478106933 -0.0636374315
[298,] 2.8908538000 0.1173788083
[299,] 4.4376121185 -0.0235548618
[300,] 4.5007766406 -0.0374395197
[301,] 3.9043419567 3.9043419567
[302,] 3.9059549538 3.9059549538
[303,] 3.7352496139 3.7352496139
[304,] 3.5360264927 3.5360264927
[305,] 3.3839037823 3.3839037823
[306,] 3.0845709246 3.0845709246
[307,] 3.5758874879 3.5758874879
[308,] 4.5557181069 4.5557181069
[309,] 3.8087703068 3.8087703068
[310,] 3.3583519604 3.3583519604
[311,] 4.0935356365 4.0935356365
[312,] 4.7948028998 4.7948028998
[313,] 4.0606978793 4.0606978793
[314,] 4.0664822831 4.0664822831
[315,] 4.8194651794 4.8194651794
[316,] 4.7472940115 4.7472940115
[317,] 4.5988899067 4.5988899067
[318,] 3.1921180638 3.1921180638
[319,] 2.9163488030 2.9163488030
[320,] 3.9131882345 3.9131882345
[321,] 4.7763231619 4.7763231619
[322,] 5.1617109751 5.1617109751
[323,] 4.8179857965 4.8179857965
[324,] 4.4009971994 4.4009971994
[325,] 3.3107800728 3.3107800728
[326,] 4.1414892004 4.1414892004
[327,] 3.0678387535 3.0678387535
[328,] 3.7569843288 3.7569843288
[329,] 2.9762024278 2.9762024278
[330,] 3.4092487084 3.4092487084
[331,] 4.5600868215 4.5600868215
[332,] 2.9151878049 2.9151878049
[333,] 4.7081448421 4.7081448421
[334,] 4.9369705222 4.9369705222
[335,] 3.3400580313 3.3400580313
[336,] 3.2892084455 3.2892084455
[337,] 3.8847808608 3.8847808608
[338,] 2.9891385454 2.9891385454
[339,] 4.3372577190 4.3372577190
[340,] 3.2840039539 3.2840039539
[341,] 4.1841335595 4.1841335595
[342,] 4.5394065749 4.5394065749
[343,] 4.1279971386 4.1279971386
[344,] 5.3093702990 5.3093702990
[345,] 3.3637968586 3.3637968586
[346,] 3.2479380029 3.2479380029
[347,] 4.0957828466 4.0957828466
[348,] 3.5688033677 3.5688033677
[349,] 4.0259779194 4.0259779194
[350,] 4.3958333119 4.3958333119
gau_curvy_clust_bkg() works
Code
gau_curvy_clust_bkg(n = 260, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 9.846453 11.016369 9.961072 -9.997823 -3.096397e-02 -4.239841e-03
[2,] 10.396622 10.905709 9.986655 -10.010238 -3.713657e-03 -2.394034e-02
[3,] 10.776010 10.519622 9.970953 -9.973199 3.178552e-02 -3.145418e-03
[4,] 10.684023 10.702007 10.014591 -10.006150 2.245714e-02 2.163410e-02
[5,] 10.897705 10.382490 10.055062 -9.993030 3.596595e-02 2.126563e-03
[6,] 10.016122 10.973879 10.023213 -9.983804 4.486436e-02 -2.195558e-02
[7,] 9.858173 10.977802 9.974878 -9.988007 3.970906e-03 -3.284489e-03
[8,] 10.563913 10.815919 10.013270 -10.048244 -3.710219e-02 -4.787364e-02
[9,] 10.210668 10.994948 10.027519 -9.998249 2.119106e-02 -4.729554e-02
[10,] 10.420490 10.899613 9.964703 -10.005582 2.193383e-02 1.139702e-02
[11,] 10.602043 10.786169 10.011028 -10.004579 5.885119e-03 1.521704e-02
[12,] 10.622220 10.807084 10.005676 -9.954982 -3.188463e-02 -2.190798e-02
[13,] 10.969263 10.304335 10.022273 -10.017119 1.695252e-02 1.470256e-02
[14,] 10.871551 10.484847 10.028440 -9.964948 -8.734928e-03 2.105489e-02
[15,] 10.301646 10.987445 10.027204 -9.943696 -1.212618e-02 -4.948568e-02
[16,] 10.320095 10.918029 10.001916 -9.999576 1.270700e-03 4.643196e-02
[17,] 10.730358 10.643137 10.037489 -10.006182 1.922721e-02 -2.906671e-02
[18,] 10.586529 10.826466 10.041848 -9.977741 -4.664516e-02 4.218292e-02
[19,] 9.693198 10.920606 10.019161 -9.995180 2.562518e-02 -4.991574e-02
[20,] 9.854994 11.025055 10.000023 -9.977529 -4.805317e-02 4.200190e-02
[21,] 10.257464 10.921493 9.994494 -9.945050 1.788533e-02 1.333662e-02
[22,] 9.823886 11.008176 9.948430 -10.044485 1.558704e-02 2.654866e-02
[23,] 10.535159 10.829190 10.006415 -10.017869 3.622353e-02 2.783990e-02
[24,] 10.937774 10.215975 10.019510 -9.997233 2.061816e-02 4.780630e-02
[25,] 10.305618 10.941369 10.007598 -10.014538 -3.570716e-02 -4.970827e-02
[26,] 9.847419 10.971528 9.988630 -10.017310 4.006067e-02 -3.006407e-03
[27,] 10.562199 10.785281 9.978366 -10.008819 2.199711e-02 -8.176925e-03
[28,] 10.988032 10.328876 10.042718 -9.969898 1.633653e-02 -4.956267e-02
[29,] 10.718077 10.709142 10.023474 -10.038828 -1.958726e-02 1.627479e-02
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[222,] 11.050374 10.955893 10.048863 -9.960476 -3.480769e-02 2.614621e-02
[223,] 10.679483 11.069664 10.032380 -10.006395 3.309222e-02 -1.047185e-02
[224,] 11.185997 10.880350 9.980936 -9.914901 9.116598e-03 -9.539057e-03
[225,] 11.413205 10.920106 10.046525 -9.977550 2.761087e-03 -3.582947e-02
[226,] 10.926216 11.287044 10.013370 -9.985761 -4.342722e-02 -4.787654e-02
[227,] 11.187819 11.077387 9.946153 -10.003337 1.726424e-02 3.923594e-02
[228,] 10.988564 11.044168 10.036306 -10.075100 2.655819e-02 5.881421e-04
[229,] 10.690950 11.056312 10.056088 -10.049332 -2.533096e-02 3.738044e-02
[230,] 10.870600 10.287269 9.963173 -9.996480 -1.636529e-02 1.258585e-02
[231,] 11.199869 11.580333 10.019246 -9.995882 2.224537e-03 1.155495e-02
[232,] 10.957192 10.602456 10.036999 -10.057536 -1.341185e-02 2.969666e-03
[233,] 10.677930 11.439197 10.085815 -9.951871 -1.857520e-02 -3.450479e-02
[234,] 11.201858 12.247758 10.033199 -10.020902 -4.569429e-02 -1.701318e-02
[235,] 10.790123 10.795685 9.924207 -10.163125 4.582746e-02 -1.606255e-03
[236,] 11.442004 12.152473 9.953011 -9.986946 -3.455254e-02 1.515195e-02
[237,] 11.378220 11.649462 9.992031 -10.104044 2.582430e-02 1.504552e-02
[238,] 10.504859 11.769957 9.981797 -10.040375 1.039657e-02 3.916970e-03
[239,] 11.071718 11.236731 9.951781 -10.036988 -1.376949e-02 3.101151e-02
[240,] 11.846862 10.660172 9.979763 -10.033948 -4.073165e-02 -1.392381e-02
[241,] 10.914776 11.173679 9.919458 -10.005197 4.847071e-02 9.808695e-03
[242,] 10.574484 10.580905 10.010559 -9.992383 -2.970373e-02 1.376565e-03
[243,] 11.348679 10.188652 9.997359 -10.047783 6.991699e-05 -4.721620e-02
[244,] 11.104210 10.958888 10.063290 -9.923985 2.383065e-02 -4.137618e-02
[245,] 10.866532 11.447779 10.000931 -9.953865 -4.223552e-02 -1.398072e-02
[246,] 10.622859 10.818731 10.032168 -10.033721 1.261618e-02 -2.432093e-03
[247,] 10.729412 10.731525 10.024249 -10.005528 4.623033e-02 2.182356e-02
[248,] 10.294852 10.716582 10.099526 -10.018573 -2.674662e-02 2.312348e-04
[249,] 11.282846 10.744104 10.012197 -9.966334 4.767000e-02 4.676903e-02
[250,] 10.125591 11.402988 9.987805 -10.068879 -2.139238e-02 4.664230e-02
[251,] 10.742177 10.266916 10.052104 -10.091141 6.776200e-03 1.697943e-02
[252,] 10.595507 10.744862 10.052620 -10.009603 2.578724e-02 -1.247595e-02
[253,] 11.264110 11.740920 9.964913 -9.973984 4.627391e-02 1.270305e-02
[254,] 11.604960 11.513132 9.893986 -9.983949 4.988278e-03 -1.831584e-03
[255,] 10.576315 11.824407 10.088085 -9.977815 1.933860e-02 2.295712e-02
[256,] 10.644852 10.599814 10.008768 -9.992472 -2.677462e-02 -7.475937e-03
[257,] 10.350479 9.899873 9.984222 -9.986064 -1.975191e-02 2.954348e-02
[258,] 10.609572 11.087374 9.964973 -9.965358 4.798282e-02 -4.756168e-02
[259,] 10.925310 10.731589 10.022440 -9.963521 -7.112537e-03 1.390950e-02
[260,] 12.194060 11.228641 9.969818 -9.942312 8.021953e-03 -5.781383e-03
one_doublet() works
Code
one_doublet(n = 220, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 0.065888271 9.073124e-01 0.0187123705 -1.549145e-02 -3.337082e-02
[2,] -0.032107932 1.061423e+00 -0.0354726271 -5.614422e-02 -1.450514e-02
[3,] -0.064602817 1.009810e+00 -0.1349005364 -8.438902e-02 -4.277526e-02
[4,] 0.064240596 9.878262e-01 0.0303544716 5.698837e-02 -2.957142e-02
[5,] 0.018875050 1.140037e+00 -0.0537006183 5.193249e-02 1.864701e-02
[6,] -0.007707201 9.446827e-01 -0.0138333916 -9.697289e-02 5.865818e-03
[7,] -0.076606304 1.044718e+00 -0.0437017690 8.505616e-02 -9.092460e-03
[8,] 0.019534151 1.040215e+00 -0.0389320198 -1.952030e-02 -1.464067e-02
[9,] -0.023223382 9.970292e-01 -0.0058162517 -2.621230e-03 6.559555e-04
[10,] 0.148961970 1.023998e+00 0.0174046838 1.335557e-02 9.123974e-04
[11,] 0.018104413 9.485923e-01 0.0088401015 -2.553206e-02 1.988204e-02
[12,] -0.001089040 1.043766e+00 0.0172831652 -1.409547e-02 2.317451e-02
[13,] 0.012690907 9.390542e-01 -0.0016421791 -2.088127e-02 1.936986e-02
[14,] -0.003617667 1.006976e+00 0.0421497721 3.768902e-02 1.021051e-02
[15,] -0.025481016 9.585664e-01 -0.0328637523 -4.903412e-02 -2.221891e-02
[16,] 0.019005573 1.008128e+00 0.0943995987 2.646245e-02 -1.553250e-02
[17,] -0.015581834 1.033865e+00 0.0491136114 2.465182e-02 2.984757e-02
[18,] 0.017046870 1.052695e+00 0.0238505011 -6.281165e-02 3.411384e-03
[19,] 0.020397969 1.050611e+00 -0.0659240582 1.507130e-02 8.514175e-03
[20,] 0.049006888 1.084281e+00 0.0055959978 -6.894781e-02 2.402575e-02
[21,] 0.066875366 9.971752e-01 0.0083108956 -5.468957e-02 -1.379349e-02
[22,] -0.049851020 9.434327e-01 -0.0762335527 -2.303451e-02 -1.567895e-02
[23,] -0.007561337 9.780772e-01 0.0502481247 -2.044069e-02 -3.803652e-02
[24,] -0.066381917 1.090341e+00 -0.0093733278 4.048677e-02 1.626677e-02
[25,] 0.017382570 1.003480e+00 -0.0729341362 1.017608e-02 -2.913256e-02
[26,] 0.018612289 9.981699e-01 -0.0802251993 -3.536119e-02 -3.116542e-02
[27,] 0.005519074 1.008758e+00 -0.0158246820 -8.327290e-02 4.537057e-03
[28,] 0.006784814 1.057346e+00 0.0038148198 6.011467e-02 -2.753074e-02
[29,] -0.043925405 9.416884e-01 -0.0118292160 2.963302e-02 -2.978112e-02
[30,] 0.062728980 9.818352e-01 -0.0089913932 1.605126e-02 3.389820e-02
[31,] -0.009784838 9.141593e-01 0.0043055812 -3.160301e-02 -3.612796e-02
[32,] -0.044773611 1.029471e+00 -0.0282334080 1.547379e-03 -5.702680e-03
[33,] 0.018130919 9.905968e-01 -0.0468062924 7.535034e-03 -1.836704e-02
[34,] 0.033394898 1.053039e+00 0.0113895858 8.819393e-02 -4.548412e-02
[35,] 0.013544829 9.719975e-01 -0.0088934898 5.990200e-02 -4.938652e-02
[36,] -0.021230130 1.113066e+00 0.0347719260 -7.743229e-02 6.767121e-03
[37,] -0.010839076 1.082053e+00 0.0352208162 2.389953e-02 4.575589e-02
[38,] 0.050015410 9.949447e-01 -0.0768814935 2.608076e-02 3.026242e-02
[39,] 0.027336129 1.047637e+00 0.0055878058 -7.114651e-02 -2.203272e-02
[40,] -0.043833624 1.054173e+00 0.0910376219 -2.791494e-02 -2.572107e-02
[41,] -0.031541821 9.445393e-01 -0.0353281766 2.508600e-02 -1.736868e-02
[42,] -0.062496153 9.468549e-01 0.0812420070 -6.997798e-02 -8.254937e-03
[43,] 0.095309062 9.698821e-01 -0.0154594195 7.961692e-02 -2.628355e-03
[44,] 0.063367075 1.004362e+00 0.0491024716 -2.877822e-02 1.052407e-02
[45,] -0.063349047 9.543508e-01 -0.0136014422 -6.680462e-02 -4.656037e-02
[46,] 0.040364057 8.559504e-01 0.0890697558 -7.736855e-02 2.746602e-02
[47,] -0.008886402 9.926065e-01 0.0266465669 -7.096045e-02 -3.305347e-02
[48,] 0.054926921 9.624917e-01 0.0286157870 -7.366246e-02 2.058071e-02
[49,] 0.016496610 9.765299e-01 0.0064847374 3.390017e-02 -2.243888e-02
[50,] 0.035293299 1.095146e+00 -0.0765512314 -3.121598e-03 4.207739e-02
[51,] 0.125937962 9.367606e-01 -0.0124055455 -4.079512e-02 -1.392473e-02
[52,] 0.012076002 1.071056e+00 -0.0472597335 -4.295498e-02 -2.141981e-02
[53,] 0.054386192 8.372436e-01 0.0433323037 -5.750253e-02 -7.021189e-03
[54,] -0.030290007 1.001960e+00 0.0239356034 4.586595e-02 4.598387e-02
[55,] 0.057468567 9.606534e-01 -0.0163041911 3.655078e-02 -1.378928e-02
[56,] -0.015586220 9.474351e-01 0.0121582302 6.305342e-02 1.969493e-02
[57,] 0.008786265 9.934689e-01 0.0696281860 -4.691482e-02 3.483497e-02
[58,] -0.072035141 9.890627e-01 -0.0245229880 7.467587e-02 2.907384e-02
[59,] -0.050040634 9.669504e-01 -0.0099473054 -2.939942e-02 1.371125e-02
[60,] -0.005490543 1.030240e+00 -0.0399240504 -8.208895e-02 -2.013265e-02
[61,] 0.011558931 1.020330e+00 -0.0384127135 1.016429e-02 -3.084027e-02
[62,] 0.027005055 1.027407e+00 -0.0065132102 3.154583e-02 -3.868453e-02
[63,] 0.009359796 1.049358e+00 -0.0266183932 -8.933696e-02 1.726326e-03
[64,] -0.017944350 1.080997e+00 0.0035853299 5.353741e-03 3.016054e-02
[65,] -0.062934762 9.792442e-01 0.0211504587 -7.592075e-02 3.947962e-02
[66,] 0.025085012 1.023294e+00 -0.0266908834 3.975271e-02 2.612400e-02
[67,] 0.078503853 1.004700e+00 -0.0221741578 -6.779972e-02 3.830163e-02
[68,] 0.028477159 1.008023e+00 0.0444402861 6.509818e-02 4.030351e-02
[69,] 0.040402634 9.248879e-01 0.0352994293 -2.499155e-02 -3.075214e-02
[70,] 0.033005308 1.053998e+00 -0.0453114535 -8.699577e-03 2.825564e-02
[71,] -0.024844999 8.657108e-01 -0.0183319977 -5.153122e-02 3.687231e-03
[72,] -0.017408675 9.796922e-01 -0.0943852023 -1.894811e-02 5.937318e-03
[73,] 0.041464455 1.069405e+00 0.0554252647 4.416970e-02 -3.891223e-02
[74,] 0.014534056 9.816197e-01 0.0098863213 1.648797e-02 -4.915326e-02
[75,] 0.058507211 9.936510e-01 -0.0484310271 -5.569360e-02 1.149312e-02
[76,] -0.063464884 1.000903e+00 0.0018442532 -5.815331e-02 -1.708466e-02
[77,] 0.013684615 9.495667e-01 -0.0522538698 -1.350851e-02 2.145910e-03
[78,] 0.004016927 9.977869e-01 0.0363173740 -5.537770e-03 -2.224431e-02
[79,] 0.065877559 9.802371e-01 -0.0539093277 -8.362836e-03 -3.747981e-02
[80,] 0.023234826 9.991178e-01 -0.1121298093 1.308437e-01 -2.936580e-02
[81,] 0.040237859 1.043355e+00 0.0061528767 -1.244913e-02 -2.452042e-02
[82,] -0.070480701 1.050670e+00 -0.0110237884 6.414813e-02 -1.861751e-02
[83,] 0.004125534 1.003018e+00 0.0265046896 -7.157334e-03 3.227076e-02
[84,] 0.016408201 9.263474e-01 -0.0425898773 1.018580e-02 1.698146e-02
[85,] 0.007113662 9.065008e-01 0.0734217297 5.994534e-03 4.052699e-02
[86,] -0.040955739 9.448306e-01 -0.0083939307 -5.483124e-02 -9.298904e-03
[87,] -0.028663401 9.599976e-01 -0.0418014384 -3.047131e-02 -1.551375e-03
[88,] -0.017644080 9.234985e-01 0.0145909836 5.389628e-02 -1.099064e-02
[89,] 0.097545665 9.594369e-01 0.0517393194 7.289143e-03 4.142531e-02
[90,] 0.082890403 9.745208e-01 0.0140645506 -1.286425e-02 -2.446827e-02
[91,] -0.042285633 9.876948e-01 -0.0021576581 1.465155e-02 -4.758606e-02
[92,] -0.044622416 1.055491e+00 0.0119842844 1.044170e-02 -4.651402e-04
[93,] 0.050210902 9.932271e-01 0.0565867802 -7.000057e-02 -4.746333e-02
[94,] -0.021114078 1.007672e+00 -0.0177080151 -7.079034e-03 3.040590e-02
[95,] -0.044408000 1.024472e+00 -0.0178308096 -1.883071e-02 -4.718330e-02
[96,] -0.025928167 9.299562e-01 -0.0170835878 -2.821601e-03 1.494812e-02
[97,] -0.014023689 1.013932e+00 -0.0151485451 3.136998e-02 -4.221738e-03
[98,] -0.058256327 9.569805e-01 -0.0047807015 2.406602e-02 3.731033e-02
[99,] -0.026647061 9.948907e-01 0.0045720577 5.131853e-02 -4.333750e-02
[100,] 0.063595993 1.049163e+00 -0.0350863275 4.956881e-02 -5.679760e-03
[101,] 0.982159856 4.953758e-02 -0.0086511238 3.483191e-02 1.348684e-02
[102,] 0.962425485 -5.731220e-02 0.0309606354 7.937674e-02 1.485019e-02
[103,] 0.966338526 3.938014e-02 0.0086437045 3.979959e-02 -4.501220e-02
[104,] 1.088838749 1.938724e-02 0.0366386790 1.032097e-02 1.433110e-02
[105,] 1.032152182 -3.673309e-02 0.0052424965 1.259680e-03 1.455981e-02
[106,] 0.992995221 4.646042e-02 0.0456405149 -1.500124e-02 -3.729943e-02
[107,] 1.076264363 1.289538e-02 0.0524021492 -1.309539e-01 -3.664081e-02
[108,] 1.030258623 -1.180099e-02 0.0135764592 -1.364448e-02 -4.065603e-02
[109,] 1.080767019 1.825007e-02 0.0843572643 5.384620e-02 -6.297873e-03
[110,] 0.967811247 -3.151522e-02 0.0021911341 -9.536608e-02 -4.625811e-02
[111,] 0.879017337 2.953709e-02 0.0854777401 -1.080096e-01 -3.713206e-02
[112,] 1.008150367 -6.164119e-03 0.0203360159 1.587156e-02 1.392627e-02
[113,] 0.949270748 -2.062637e-03 -0.1124102356 2.361675e-02 -2.710864e-02
[114,] 1.030817384 -8.776381e-02 0.0405605506 3.548677e-02 -1.909521e-02
[115,] 0.999784569 6.596256e-02 0.0226414428 2.658512e-02 -3.333264e-02
[116,] 0.968263943 -1.731481e-03 0.0454434408 1.239484e-02 -2.350889e-02
[117,] 0.894752950 -3.173674e-03 0.0477151938 7.075390e-02 3.155377e-02
[118,] 1.025480229 1.419416e-01 0.0029540332 1.194790e-02 2.224099e-02
[119,] 1.033045797 -2.313210e-02 0.0796736358 8.447077e-02 4.653660e-02
[120,] 1.002749928 5.790083e-02 0.0636535924 5.537398e-02 3.230525e-02
[121,] 0.969115444 -2.730784e-02 0.0321791773 -2.500447e-02 1.660479e-02
[122,] 1.056394725 -4.562989e-02 -0.0435316690 -3.781528e-02 2.903426e-03
[123,] 0.932902050 6.207756e-02 -0.0172178546 7.056058e-02 3.384094e-02
[124,] 1.043075394 -6.209133e-02 -0.0075002142 5.320485e-02 3.966680e-02
[125,] 1.050856686 1.864595e-02 0.0524449260 -6.238970e-02 2.314145e-02
[126,] 1.004273613 -2.745164e-02 -0.0163423290 2.045051e-02 -8.618596e-05
[127,] 1.013914283 6.198150e-02 -0.0281936500 6.515197e-03 -4.029880e-02
[128,] 1.028779522 5.405630e-02 0.0329088012 2.679834e-02 4.980999e-02
[129,] 0.921266163 -1.026435e-01 0.0054484150 3.412299e-02 1.772390e-02
[130,] 1.129898720 -4.877984e-02 -0.0006573470 -2.230275e-02 -4.220014e-04
[131,] 0.980045053 3.470533e-02 -0.0533052118 -4.678657e-02 4.190222e-03
[132,] 0.978899012 -3.624190e-02 0.0635787843 5.038822e-02 3.202595e-02
[133,] 0.896366877 2.719557e-02 0.0566798190 6.039943e-02 -3.258464e-02
[134,] 1.009061329 6.614102e-03 0.0031589816 4.919440e-02 -2.502427e-02
[135,] 1.032238194 -3.489784e-02 0.0567137403 -1.367669e-02 2.228136e-02
[136,] 0.928376139 4.805214e-03 0.0377840659 -7.504754e-02 2.469313e-02
[137,] 1.026074108 2.092950e-02 0.0431402105 8.930212e-03 -2.446548e-02
[138,] 0.969014521 -7.020809e-03 -0.0360358066 -2.188287e-02 4.090000e-02
[139,] 1.045792442 -6.218390e-02 -0.0297539996 -6.682647e-02 -2.503988e-02
[140,] 1.044552065 3.128956e-02 -0.0130579910 3.168059e-02 3.567281e-03
[141,] 1.019507663 -3.646887e-02 0.1036113161 2.934193e-02 -4.994604e-02
[142,] 0.971585293 -7.514657e-02 -0.0382628503 -5.535098e-02 3.451284e-03
[143,] 0.939432273 -9.882285e-02 0.0005571253 -2.314388e-02 -2.568657e-02
[144,] 0.966080034 -5.758031e-02 -0.0447911228 -7.379572e-02 1.665835e-02
[145,] 0.973850726 5.822307e-02 0.0015175737 5.632855e-03 -7.784689e-04
[146,] 1.065786268 2.127034e-03 0.0549364143 4.501114e-02 4.800170e-03
[147,] 0.920414262 -1.342696e-02 -0.0078263118 -8.469572e-02 -1.267691e-02
[148,] 1.069110477 1.160132e-02 -0.0082019385 2.466389e-02 2.163002e-02
[149,] 1.010903015 -3.575892e-02 -0.0542841475 1.840095e-02 -4.221882e-02
[150,] 0.980713151 2.427904e-02 -0.0560158642 -1.117815e-02 6.387561e-03
[151,] 1.053480095 4.788805e-02 -0.1074648785 -8.552616e-02 -2.755540e-02
[152,] 0.962884019 1.626115e-02 -0.0097945649 1.127626e-02 -1.837432e-02
[153,] 0.945970738 -3.392143e-03 -0.0763959762 -2.726945e-02 2.392649e-02
[154,] 0.976354875 3.456905e-02 -0.0273382616 6.912864e-02 3.514697e-03
[155,] 1.004806090 -2.818549e-02 0.0349706476 -8.496133e-02 3.119108e-02
[156,] 0.953252428 -5.139786e-02 0.0465242665 -2.252666e-02 -5.540429e-03
[157,] 1.053110714 -9.474133e-03 0.0386930950 -7.390976e-02 1.618475e-02
[158,] 0.918621516 2.821401e-02 0.0187138799 -2.531599e-02 9.456337e-03
[159,] 0.945751879 2.243489e-02 0.0101677714 -2.492129e-02 4.957765e-02
[160,] 0.995435618 6.993325e-02 0.0118758251 5.982328e-02 6.347590e-03
[161,] 0.957029343 -4.418934e-02 0.0655070464 5.467867e-03 -6.813395e-03
[162,] 0.944321968 4.831921e-02 -0.0306999772 -6.194304e-02 -2.170461e-02
[163,] 0.988436506 -5.962204e-02 0.0327755198 -5.528384e-03 -1.013966e-02
[164,] 0.961116299 -1.052856e-02 0.0192253494 3.800962e-02 -6.150014e-03
[165,] 0.965168400 4.679421e-05 -0.0392317872 6.379402e-02 1.581000e-02
[166,] 1.006453957 -2.470802e-02 0.1242525921 -3.722099e-02 -3.519517e-03
[167,] 0.985261468 3.327731e-02 0.0090345552 -8.850875e-02 -1.422476e-02
[168,] 1.026008770 -2.657109e-03 -0.0457940379 -3.934935e-02 -4.483558e-03
[169,] 0.993325530 -1.248055e-01 0.0643979057 -1.058472e-03 -3.223102e-02
[170,] 0.974659976 -1.334599e-02 -0.0191333177 -1.727467e-02 4.229882e-02
[171,] 0.966476713 -6.120481e-02 0.0416521202 -3.567227e-02 2.437980e-02
[172,] 1.032009804 5.225142e-02 -0.0242125339 -6.456017e-02 -3.771110e-02
[173,] 0.975340754 -3.657979e-02 0.0016788488 1.868667e-02 -2.464664e-02
[174,] 1.085945969 -9.619617e-03 0.0033892063 -4.116024e-02 2.867190e-02
[175,] 0.927064240 2.794777e-02 -0.0080373217 8.291239e-02 9.037591e-03
[176,] 0.986992305 1.720317e-02 0.0518884514 5.836186e-02 -3.101351e-02
[177,] 0.976880458 -3.075895e-02 0.0744788108 6.934798e-02 1.389445e-02
[178,] 0.958455831 1.059424e-01 0.0528065948 4.141780e-02 -4.937113e-02
[179,] 0.970693870 5.632095e-02 -0.0492545939 -6.546432e-02 -2.616510e-02
[180,] 1.050364521 6.296028e-03 -0.0337886725 -1.224255e-02 1.585941e-02
[181,] 0.914948715 4.939952e-02 0.0349333377 -6.854813e-02 3.534739e-02
[182,] 0.961695082 -5.731689e-02 0.1139900728 1.533315e-02 -4.894152e-02
[183,] 1.027365206 -1.829916e-03 0.0333991171 6.540502e-02 1.911558e-02
[184,] 0.929650195 -6.468131e-02 -0.0810116129 -8.435665e-02 -4.030151e-02
[185,] 1.094911105 1.920006e-02 -0.0587285992 -2.063838e-02 4.596931e-02
[186,] 1.046516860 9.566163e-02 -0.0105914762 4.899892e-02 -4.382092e-02
[187,] 1.090292831 8.618565e-03 0.0233022574 1.784136e-01 2.556041e-02
[188,] 1.027905964 -4.890321e-02 -0.0766968133 -4.691122e-02 -1.820583e-02
[189,] 1.019896665 -7.166324e-02 -0.0571109850 6.978465e-02 3.313954e-02
[190,] 1.036286100 -2.143125e-02 -0.0584680944 -4.048773e-02 2.516389e-02
[191,] 1.075293256 2.186236e-02 0.0939051924 3.407150e-02 1.211432e-02
[192,] 1.007520230 -4.011914e-02 -0.0110657734 4.858652e-02 -1.358386e-02
[193,] 0.984068863 -7.526343e-02 0.0393048405 -4.302518e-02 -6.448415e-03
[194,] 0.932523257 8.751798e-03 -0.0462869078 -5.855265e-02 2.990380e-02
[195,] 1.075811192 -4.177927e-02 -0.0044415628 -1.811536e-06 -2.130271e-02
[196,] 1.005799540 5.544970e-02 -0.0541984740 2.319719e-02 4.476727e-02
[197,] 1.007472601 -1.049143e-01 0.1155228150 5.200887e-03 -4.042377e-02
[198,] 0.957091389 1.543353e-02 0.0366434960 9.247778e-02 3.276544e-03
[199,] 0.957058722 1.604099e-02 -0.0097073972 3.196754e-02 1.509542e-02
[200,] 0.985491103 -1.982588e-02 -0.0738020973 -3.148871e-02 -3.147555e-02
[201,] 0.525513616 5.516520e-01 -0.0242290609 2.659609e-02 -2.269256e-02
[202,] 0.534119628 5.110630e-01 -0.0102446051 -2.610681e-02 1.415252e-02
[203,] 0.515745370 5.005940e-01 0.0299519033 2.912384e-02 -1.119100e-04
[204,] 0.589709029 4.923243e-01 -0.0599352120 -6.316064e-02 2.043492e-02
[205,] 0.509716679 5.353700e-01 -0.0220091660 -3.837885e-02 4.888483e-02
[206,] 0.455704589 5.082119e-01 -0.0319974615 -3.281584e-02 2.145869e-02
[207,] 0.438670379 4.195225e-01 -0.0031904005 3.187801e-02 1.532614e-02
[208,] 0.516864082 4.000412e-01 0.0498486675 -1.302501e-02 1.956015e-02
[209,] 0.449417531 4.862070e-01 0.0159313973 5.827190e-02 -2.077103e-02
[210,] 0.505130942 4.372977e-01 -0.0310529149 3.492528e-03 -2.898717e-02
[211,] 0.488346739 5.141249e-01 -0.0084367710 4.684581e-02 -4.298932e-02
[212,] 0.494972537 5.500867e-01 -0.0140241127 -1.113284e-02 4.286987e-02
[213,] 0.500178465 4.169257e-01 -0.0165318362 -4.238599e-02 -9.771545e-04
[214,] 0.477593287 5.463775e-01 0.0205431072 -4.049863e-02 1.950709e-02
[215,] 0.487151776 5.122645e-01 -0.0051111548 -1.122450e-02 -9.352862e-03
[216,] 0.423293188 5.086384e-01 -0.0029045541 2.467994e-02 -4.308087e-02
[217,] 0.448560875 4.890647e-01 0.0471589208 -6.677085e-02 -4.677090e-02
[218,] 0.473029198 4.308331e-01 -0.0618007451 -3.708542e-02 -3.476164e-02
[219,] 0.503832642 5.203260e-01 -0.0322223856 -1.298712e-02 8.730871e-03
[220,] 0.451116819 4.896455e-01 -0.0090406643 -6.063363e-03 -4.504072e-02
[,6]
[1,] -0.0067803029
[2,] -0.0288252228
[3,] 0.0038166018
[4,] -0.0486105582
[5,] -0.0021601004
[6,] 0.0069361420
[7,] 0.0227345258
[8,] -0.0204304920
[9,] 0.0086812787
[10,] 0.0176266116
[11,] 0.0446591742
[12,] -0.0116508403
[13,] -0.0365155592
[14,] 0.0410749313
[15,] -0.0003489026
[16,] 0.0083496098
[17,] -0.0092782517
[18,] -0.0426000219
[19,] -0.0255040729
[20,] -0.0001728088
[21,] -0.0028969513
[22,] -0.0493421179
[23,] -0.0087926188
[24,] -0.0323484757
[25,] -0.0388936645
[26,] -0.0161420531
[27,] -0.0405136661
[28,] -0.0340131112
[29,] -0.0164936603
[30,] 0.0442476367
[31,] 0.0277410613
[32,] 0.0372946189
[33,] -0.0292649085
[34,] -0.0418943465
[35,] -0.0176777414
[36,] 0.0179060518
[37,] 0.0010635727
[38,] 0.0195397868
[39,] 0.0060524350
[40,] 0.0200844127
[41,] 0.0063851769
[42,] 0.0478999935
[43,] -0.0111365698
[44,] -0.0363566660
[45,] -0.0254237552
[46,] -0.0221478056
[47,] -0.0083099368
[48,] -0.0269827349
[49,] 0.0189107459
[50,] 0.0365085322
[51,] 0.0393903044
[52,] -0.0350126693
[53,] 0.0400356260
[54,] -0.0233934288
[55,] -0.0313171485
[56,] 0.0384349646
[57,] 0.0038506775
[58,] -0.0300782986
[59,] -0.0080068660
[60,] 0.0388110975
[61,] -0.0224232804
[62,] -0.0029089619
[63,] 0.0210186607
[64,] 0.0487220891
[65,] -0.0063353033
[66,] -0.0241672918
[67,] 0.0041039575
[68,] -0.0372081593
[69,] 0.0236420715
[70,] 0.0007637792
[71,] -0.0163263864
[72,] 0.0485800780
[73,] -0.0346247053
[74,] 0.0324471058
[75,] 0.0028063926
[76,] 0.0365844120
[77,] 0.0095437097
[78,] -0.0320327094
[79,] -0.0094428010
[80,] 0.0167712621
[81,] -0.0455863151
[82,] -0.0423809031
[83,] -0.0184853648
[84,] 0.0223153867
[85,] 0.0475741066
[86,] -0.0106778947
[87,] -0.0404270058
[88,] -0.0040346600
[89,] -0.0387092629
[90,] 0.0335777354
[91,] 0.0348807987
[92,] 0.0241375537
[93,] -0.0384020367
[94,] -0.0148499553
[95,] -0.0409040730
[96,] 0.0323941917
[97,] 0.0496299119
[98,] 0.0105419639
[99,] 0.0320913974
[100,] -0.0359244549
[101,] -0.0372656309
[102,] 0.0266114885
[103,] -0.0049439669
[104,] 0.0369018801
[105,] -0.0255862110
[106,] -0.0269299798
[107,] 0.0276159731
[108,] 0.0149854349
[109,] 0.0344542947
[110,] 0.0270341264
[111,] -0.0281238979
[112,] 0.0456946079
[113,] -0.0279852576
[114,] 0.0246647664
[115,] -0.0444674614
[116,] -0.0435221594
[117,] 0.0088350729
[118,] -0.0326332482
[119,] 0.0078391619
[120,] -0.0063317120
[121,] -0.0222642435
[122,] -0.0142094533
[123,] -0.0469377057
[124,] -0.0332570319
[125,] 0.0176954782
[126,] -0.0157166082
[127,] -0.0346887904
[128,] -0.0446391628
[129,] 0.0148180687
[130,] 0.0083624055
[131,] 0.0404706010
[132,] -0.0021061570
[133,] -0.0342605341
[134,] 0.0397209174
[135,] -0.0224108175
[136,] 0.0007425372
[137,] -0.0197746748
[138,] 0.0240005002
[139,] -0.0084897659
[140,] 0.0186154638
[141,] 0.0196606750
[142,] 0.0476733031
[143,] 0.0079788845
[144,] 0.0096360007
[145,] -0.0422849359
[146,] -0.0096345347
[147,] -0.0117229666
[148,] 0.0351311293
[149,] -0.0052423162
[150,] 0.0353690719
[151,] 0.0145336741
[152,] -0.0258576252
[153,] -0.0373581534
[154,] -0.0483009097
[155,] 0.0399802218
[156,] 0.0460939502
[157,] -0.0403142707
[158,] 0.0069598126
[159,] 0.0084743712
[160,] -0.0123832032
[161,] 0.0396350289
[162,] -0.0258205185
[163,] -0.0366614435
[164,] 0.0173215574
[165,] -0.0234004494
[166,] -0.0226957487
[167,] -0.0037979327
[168,] -0.0136277327
[169,] -0.0403580836
[170,] 0.0363383943
[171,] 0.0367771948
[172,] -0.0155085563
[173,] -0.0336633054
[174,] 0.0130527864
[175,] 0.0447277976
[176,] 0.0415772713
[177,] -0.0365474737
[178,] -0.0083916613
[179,] 0.0307570757
[180,] -0.0458279741
[181,] 0.0212873796
[182,] 0.0329685016
[183,] -0.0119761993
[184,] -0.0296102357
[185,] 0.0220758918
[186,] -0.0107386628
[187,] -0.0491454314
[188,] 0.0133206401
[189,] 0.0300680688
[190,] -0.0360130097
[191,] -0.0383316165
[192,] 0.0102652837
[193,] -0.0128983588
[194,] -0.0440748508
[195,] 0.0488280118
[196,] -0.0376225896
[197,] -0.0355459322
[198,] 0.0359852067
[199,] 0.0412567737
[200,] -0.0170483147
[201,] -0.0223214171
[202,] -0.0398934386
[203,] -0.0303597360
[204,] 0.0269148656
[205,] -0.0325234700
[206,] 0.0406052619
[207,] -0.0429517061
[208,] -0.0373039443
[209,] -0.0235617852
[210,] -0.0465717762
[211,] -0.0358979357
[212,] -0.0193528889
[213,] -0.0093770281
[214,] 0.0038209194
[215,] 0.0376510656
[216,] 0.0470694425
[217,] 0.0225439527
[218,] 0.0030947095
[219,] -0.0208713121
[220,] -0.0413186719
three_doublets() works
Code
three_doublets(n = 420, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5] [,6] [,7]
[1,] 3.0658883 0.9073124 1.0187124 0.9845086 0.9821599 1.0495376 0.9913489
[2,] 2.9678921 1.0614231 0.9645274 0.9438558 0.9624255 0.9426878 1.0309606
[3,] 2.9353972 1.0098096 0.8650995 0.9156110 0.9663385 1.0393801 1.0086437
[4,] 3.0642406 0.9878262 1.0303545 1.0569884 1.0888387 1.0193872 1.0366387
[5,] 3.0188751 1.1400371 0.9462994 1.0519325 1.0321522 0.9632669 1.0052425
[6,] 2.9922928 0.9446827 0.9861666 0.9030271 0.9929952 1.0464604 1.0456405
[7,] 2.9233937 1.0447181 0.9562982 1.0850562 1.0762644 1.0128954 1.0524021
[8,] 3.0195342 1.0402151 0.9610680 0.9804797 1.0302586 0.9881990 1.0135765
[9,] 2.9767766 0.9970292 0.9941837 0.9973788 1.0807670 1.0182501 1.0843573
[10,] 3.1489620 1.0239977 1.0174047 1.0133556 0.9678112 0.9684848 1.0021911
[11,] 3.0181044 0.9485923 1.0088401 0.9744679 0.8790173 1.0295371 1.0854777
[12,] 2.9989110 1.0437659 1.0172832 0.9859045 1.0081504 0.9938359 1.0203360
[13,] 3.0126909 0.9390542 0.9983578 0.9791187 0.9492707 0.9979374 0.8875898
[14,] 2.9963823 1.0069757 1.0421498 1.0376890 1.0308174 0.9122362 1.0405606
[15,] 2.9745190 0.9585664 0.9671362 0.9509659 0.9997846 1.0659626 1.0226414
[16,] 3.0190056 1.0081284 1.0943996 1.0264624 0.9682639 0.9982685 1.0454434
[17,] 2.9844182 1.0338646 1.0491136 1.0246518 0.8947530 0.9968263 1.0477152
[18,] 3.0170469 1.0526948 1.0238505 0.9371883 1.0254802 1.1419416 1.0029540
[19,] 3.0203980 1.0506114 0.9340759 1.0150713 1.0330458 0.9768679 1.0796736
[20,] 3.0490069 1.0842814 1.0055960 0.9310522 1.0027499 1.0579008 1.0636536
[21,] 3.0668754 0.9971752 1.0083109 0.9453104 0.9691154 0.9726922 1.0321792
[22,] 2.9501490 0.9434327 0.9237664 0.9769655 1.0563947 0.9543701 0.9564683
[23,] 2.9924387 0.9780772 1.0502481 0.9795593 0.9329020 1.0620776 0.9827821
[24,] 2.9336181 1.0903411 0.9906267 1.0404868 1.0430754 0.9379087 0.9924998
[25,] 3.0173826 1.0034800 0.9270659 1.0101761 1.0508567 1.0186459 1.0524449
[26,] 3.0186123 0.9981699 0.9197748 0.9646388 1.0042736 0.9725484 0.9836577
[27,] 3.0055191 1.0087584 0.9841753 0.9167271 1.0139143 1.0619815 0.9718064
[28,] 3.0067848 1.0573457 1.0038148 1.0601147 1.0287795 1.0540563 1.0329088
[29,] 2.9560746 0.9416884 0.9881708 1.0296330 0.9212662 0.8973565 1.0054484
[30,] 3.0627290 0.9818352 0.9910086 1.0160513 1.1298987 0.9512202 0.9993427
[31,] 2.9902152 0.9141593 1.0043056 0.9683970 0.9800451 1.0347053 0.9466948
[32,] 2.9552264 1.0294709 0.9717666 1.0015474 0.9788990 0.9637581 1.0635788
[33,] 3.0181309 0.9905968 0.9531937 1.0075350 0.8963669 1.0271956 1.0566798
[34,] 3.0333949 1.0530385 1.0113896 1.0881939 1.0090613 1.0066141 1.0031590
[35,] 3.0135448 0.9719975 0.9911065 1.0599020 1.0322382 0.9651022 1.0567137
[36,] 2.9787699 1.1130665 1.0347719 0.9225677 0.9283761 1.0048052 1.0377841
[37,] 2.9891609 1.0820531 1.0352208 1.0238995 1.0260741 1.0209295 1.0431402
[38,] 3.0500154 0.9949447 0.9231185 1.0260808 0.9690145 0.9929792 0.9639642
[39,] 3.0273361 1.0476367 1.0055878 0.9288535 1.0457924 0.9378161 0.9702460
[40,] 2.9561664 1.0541730 1.0910376 0.9720851 1.0445521 1.0312896 0.9869420
[41,] 2.9684582 0.9445393 0.9646718 1.0250860 1.0195077 0.9635311 1.1036113
[42,] 2.9375038 0.9468549 1.0812420 0.9300220 0.9715853 0.9248534 0.9617371
[43,] 3.0953091 0.9698821 0.9845406 1.0796169 0.9394323 0.9011771 1.0005571
[44,] 3.0633671 1.0043619 1.0491025 0.9712218 0.9660800 0.9424197 0.9552089
[45,] 2.9366510 0.9543508 0.9863986 0.9331954 0.9738507 1.0582231 1.0015176
[46,] 3.0403641 0.8559504 1.0890698 0.9226315 1.0657863 1.0021270 1.0549364
[47,] 2.9911136 0.9926065 1.0266466 0.9290396 0.9204143 0.9865730 0.9921737
[48,] 3.0549269 0.9624917 1.0286158 0.9263375 1.0691105 1.0116013 0.9917981
[49,] 3.0164966 0.9765299 1.0064847 1.0339002 1.0109030 0.9642411 0.9457159
[50,] 3.0352933 1.0951455 0.9234488 0.9968784 0.9807132 1.0242790 0.9439841
[51,] 3.1259380 0.9367606 0.9875945 0.9592049 1.0534801 1.0478880 0.8925351
[52,] 3.0120760 1.0710564 0.9527403 0.9570450 0.9628840 1.0162611 0.9902054
[53,] 3.0543862 0.8372436 1.0433323 0.9424975 0.9459707 0.9966079 0.9236040
[54,] 2.9697100 1.0019603 1.0239356 1.0458660 0.9763549 1.0345690 0.9726617
[55,] 3.0574686 0.9606534 0.9836958 1.0365508 1.0048061 0.9718145 1.0349706
[56,] 2.9844138 0.9474351 1.0121582 1.0630534 0.9532524 0.9486021 1.0465243
[57,] 3.0087863 0.9934689 1.0696282 0.9530852 1.0531107 0.9905259 1.0386931
[58,] 2.9279649 0.9890627 0.9754770 1.0746759 0.9186215 1.0282140 1.0187139
[59,] 2.9499594 0.9669504 0.9900527 0.9706006 0.9457519 1.0224349 1.0101678
[60,] 2.9945095 1.0302401 0.9600759 0.9179110 0.9954356 1.0699332 1.0118758
[61,] 3.0115589 1.0203299 0.9615873 1.0101643 0.9570293 0.9558107 1.0655070
[62,] 3.0270051 1.0274066 0.9934868 1.0315458 0.9443220 1.0483192 0.9693000
[63,] 3.0093598 1.0493576 0.9733816 0.9106630 0.9884365 0.9403780 1.0327755
[64,] 2.9820557 1.0809974 1.0035853 1.0053537 0.9611163 0.9894714 1.0192253
[65,] 2.9370652 0.9792442 1.0211505 0.9240793 0.9651684 1.0000468 0.9607682
[66,] 3.0250850 1.0232940 0.9733091 1.0397527 1.0064540 0.9752920 1.1242526
[67,] 3.0785039 1.0046998 0.9778258 0.9322003 0.9852615 1.0332773 1.0090346
[68,] 3.0284772 1.0080230 1.0444403 1.0650982 1.0260088 0.9973429 0.9542060
[69,] 3.0404026 0.9248879 1.0352994 0.9750085 0.9933255 0.8751945 1.0643979
[70,] 3.0330053 1.0539979 0.9546885 0.9913004 0.9746600 0.9866540 0.9808667
[71,] 2.9751550 0.8657108 0.9816680 0.9484688 0.9664767 0.9387952 1.0416521
[72,] 2.9825913 0.9796922 0.9056148 0.9810519 1.0320098 1.0522514 0.9757875
[73,] 3.0414645 1.0694048 1.0554253 1.0441697 0.9753408 0.9634202 1.0016788
[74,] 3.0145341 0.9816197 1.0098863 1.0164880 1.0859460 0.9903804 1.0033892
[75,] 3.0585072 0.9936510 0.9515690 0.9443064 0.9270642 1.0279478 0.9919627
[76,] 2.9365351 1.0009034 1.0018443 0.9418467 0.9869923 1.0172032 1.0518885
[77,] 3.0136846 0.9495667 0.9477461 0.9864915 0.9768805 0.9692410 1.0744788
[78,] 3.0040169 0.9977869 1.0363174 0.9944622 0.9584558 1.1059424 1.0528066
[79,] 3.0658776 0.9802371 0.9460907 0.9916372 0.9706939 1.0563210 0.9507454
[80,] 3.0232348 0.9991178 0.8878702 1.1308437 1.0503645 1.0062960 0.9662113
[81,] 3.0402379 1.0433554 1.0061529 0.9875509 0.9149487 1.0493995 1.0349333
[82,] 2.9295193 1.0506699 0.9889762 1.0641481 0.9616951 0.9426831 1.1139901
[83,] 3.0041255 1.0030178 1.0265047 0.9928427 1.0273652 0.9981701 1.0333991
[84,] 3.0164082 0.9263474 0.9574101 1.0101858 0.9296502 0.9353187 0.9189884
[85,] 3.0071137 0.9065008 1.0734217 1.0059945 1.0949111 1.0192001 0.9412714
[86,] 2.9590443 0.9448306 0.9916061 0.9451688 1.0465169 1.0956616 0.9894085
[87,] 2.9713366 0.9599976 0.9581986 0.9695287 1.0902928 1.0086186 1.0233023
[88,] 2.9823559 0.9234985 1.0145910 1.0538963 1.0279060 0.9510968 0.9233032
[89,] 3.0975457 0.9594369 1.0517393 1.0072891 1.0198967 0.9283368 0.9428890
[90,] 3.0828904 0.9745208 1.0140646 0.9871357 1.0362861 0.9785688 0.9415319
[91,] 2.9577144 0.9876948 0.9978423 1.0146515 1.0752933 1.0218624 1.0939052
[92,] 2.9553776 1.0554910 1.0119843 1.0104417 1.0075202 0.9598809 0.9889342
[93,] 3.0502109 0.9932271 1.0565868 0.9299994 0.9840689 0.9247366 1.0393048
[94,] 2.9788859 1.0076721 0.9822920 0.9929210 0.9325233 1.0087518 0.9537131
[95,] 2.9555920 1.0244722 0.9821692 0.9811693 1.0758112 0.9582207 0.9955584
[96,] 2.9740718 0.9299562 0.9829164 0.9971784 1.0057995 1.0554497 0.9458015
[97,] 2.9859763 1.0139322 0.9848515 1.0313700 1.0074726 0.8950857 1.1155228
[98,] 2.9417437 0.9569805 0.9952193 1.0240660 0.9570914 1.0154335 1.0366435
[99,] 2.9733529 0.9948907 1.0045721 1.0513185 0.9570587 1.0160410 0.9902926
[100,] 3.0635960 1.0491632 0.9649137 1.0495688 0.9854911 0.9801741 0.9261979
[101,] 0.9428257 1.0278597 1.0211227 0.9924308 1.0769019 0.9864126 1.0540003
[102,] 1.0640213 1.0140863 1.0171391 0.9113060 1.0002826 1.0515009 0.9990226
[103,] 0.9350166 1.0381762 1.0858131 0.9849786 1.0792769 0.9403640 0.9995494
[104,] 1.0107022 1.0423538 1.0508715 0.9678970 1.0433110 1.1050462 1.0095650
[105,] 1.0630513 1.0809394 0.9868187 1.0413240 1.0294704 1.0513427 1.0954345
[106,] 0.9444735 0.9446716 1.0662205 0.9845099 1.0794280 1.0245050 0.9672626
[107,] 0.9687515 0.9543174 1.0415543 0.9764268 1.0462829 1.0739591 0.9730830
[108,] 0.9952328 0.9877365 0.9680933 1.0714928 0.9916199 1.0308487 1.0785456
[109,] 0.9348886 1.0261610 0.9839148 1.1027194 0.9317604 1.0285516 0.9200177
[110,] 1.0557960 0.9972353 1.0365264 0.9734206 0.9654115 1.0088629 1.0190749
[111,] 0.9509643 1.0975838 1.0282442 0.9567497 0.9395781 0.9725964 1.0106348
[112,] 1.0809507 1.0405115 0.9650263 1.0832729 0.9649188 0.9765732 0.9213962
[113,] 0.9447374 1.0983943 0.9937317 0.9810000 1.0170558 0.9669840 1.0535282
[114,] 1.0434490 0.9856972 1.0365722 1.0019744 1.0598635 1.0849318 1.0250260
[115,] 1.0280900 0.9292535 0.8974894 1.0388403 1.0906757 0.9345744 0.9118783
[116,] 0.9847572 0.9741296 0.9898772 1.0163658 1.0374028 0.9653655 1.0268647
[117,] 1.0292549 1.0458304 0.9679246 0.9966341 0.9821174 0.9151992 1.0059382
[118,] 0.8807632 0.9475263 1.0286003 0.9847767 1.0282110 0.9802259 1.0450409
[119,] 1.0422028 0.9440452 0.9709239 0.9880320 1.0648172 1.0018423 0.9914479
[120,] 0.9404136 1.0186292 0.8985838 1.0640991 1.0871422 1.0188144 0.9756385
[121,] 0.9835419 0.9338281 1.0144841 1.0178968 0.9785613 0.9827020 0.9635160
[122,] 1.1133095 1.0006312 0.9709945 1.0026718 1.0628847 1.0721279 0.9334736
[123,] 0.9469930 0.9791533 1.0277495 1.0563920 1.0538602 0.9009031 1.0163690
[124,] 1.0678369 1.0608869 1.0901587 1.0499017 1.0428158 1.0723622 1.0558585
[125,] 0.9703792 1.0158143 1.0708742 0.9138887 0.9497711 1.0307097 1.0144972
[126,] 0.9572729 0.9600945 1.0702600 1.0462317 0.9821369 0.9897562 0.9702327
[127,] 0.9532250 1.0370375 1.0362032 1.0355507 1.0005129 1.0202024 1.0179257
[128,] 0.9263898 0.9590574 1.1007646 0.9879283 1.1048912 0.9579825 0.9740135
[129,] 0.9685053 0.9942025 0.9962285 0.8985554 1.0240024 0.9036355 1.0054962
[130,] 0.9462127 0.9105356 0.8689100 1.0007372 1.0011530 0.9320200 1.0803430
[131,] 0.9881373 1.0201573 1.0021257 1.0160452 1.0152135 1.0287170 1.0184666
[132,] 1.0578860 1.0437424 1.0171718 1.0037254 1.0438513 1.0467533 0.9128889
[133,] 1.0299539 0.9727545 0.9686992 0.9779861 0.9976625 0.9495921 0.9731084
[134,] 0.9725185 1.0012180 0.9842841 1.0194713 0.9787344 1.0266666 1.0443991
[135,] 1.0016123 1.0587989 1.0037110 1.0049171 0.9760061 1.0355866 1.0085806
[136,] 0.9879407 0.9766732 0.9776565 0.9821789 0.9631380 0.9805924 1.0725043
[137,] 1.0477753 1.0269200 0.9271897 1.0017256 0.9518304 1.0277850 1.0294423
[138,] 1.0202982 1.0518459 1.0472213 0.9317855 1.0099985 0.9816729 0.9915112
[139,] 1.0418859 1.0669995 1.0029484 0.9969499 0.9462014 0.9133618 1.0334945
[140,] 1.0179024 0.9827542 0.9520169 1.0002898 1.0270115 0.9854225 1.0926610
[141,] 0.9758706 0.9604841 1.0108629 1.0915321 1.0376901 0.9969697 0.9693740
[142,] 1.0459049 0.9284918 0.9463925 0.9840997 0.9423040 0.9626245 0.9394191
[143,] 1.0095376 1.0866072 0.9749251 0.9977036 0.9832236 0.9562290 1.1265771
[144,] 0.9707153 1.0321336 0.9977205 0.9905748 1.0388531 1.0270796 0.9639885
[145,] 1.0085605 1.0254797 0.9478548 0.9014685 0.9471570 1.1006135 1.0375932
[146,] 0.9997314 1.0412965 1.0846506 0.9927286 1.0326160 1.0429537 0.9756833
[147,] 1.0596362 1.0157598 1.0443006 0.9266481 1.0171077 1.0618770 0.9698864
[148,] 0.9796654 1.0483558 0.9929052 0.9398619 0.9512852 1.0286648 1.0530782
[149,] 0.9491689 0.9939700 0.9957874 0.9871750 0.9769773 1.0555868 0.9541866
[150,] 1.0122649 0.9693645 1.0346099 1.0625264 1.0326199 1.0210439 1.0196317
[151,] 1.0147856 0.9342678 0.9646720 1.0335185 1.0653905 1.0635905 0.9701051
[152,] 0.9301531 1.1198601 0.9832428 0.9382841 0.9746988 1.0147144 0.9778134
[153,] 1.0569245 1.0185487 0.9409226 1.0247192 1.0740429 1.0319156 1.0441700
[154,] 0.9748663 1.0460583 0.9551109 0.8720442 1.0695151 0.9945188 1.0067783
[155,] 1.0651977 0.9761508 0.9337528 0.9748870 0.9487863 1.0337062 0.9856081
[156,] 0.9582304 0.9481996 0.9265827 0.9652929 1.0351031 1.0138494 1.0082700
[157,] 1.0030644 1.0017083 0.9335971 0.9650372 0.9842245 0.8798797 0.9910951
[158,] 0.9085118 0.9280450 1.0459074 0.9414421 0.9852485 0.9774162 0.8793171
[159,] 1.0797833 0.9985731 0.9294534 0.9080289 1.0081160 1.0726941 0.9898854
[160,] 1.0416200 1.0675437 1.0047760 1.0388680 0.9955228 1.0322043 0.8732236
[161,] 1.0168727 1.1236188 1.0104132 0.9182228 0.9525293 0.9133079 1.0599761
[162,] 0.9534821 0.9267142 1.1039640 0.9611616 0.9359455 0.9589674 0.9203838
[163,] 0.9474959 1.0608125 0.9023361 0.9799865 0.9562046 0.9332278 1.1056389
[164,] 1.0564113 1.0136260 1.0527430 1.0396157 0.9285365 0.9484389 1.0970470
[165,] 1.0686325 0.9601644 1.0930908 1.0221048 0.9966132 1.0541412 0.9837841
[166,] 0.9010937 1.0774070 1.0021241 1.0732107 1.0522815 1.0521806 0.9311638
[167,] 1.0427635 0.9326727 0.9814269 0.9786449 1.0367007 0.9990295 1.0139755
[168,] 0.9721956 1.0140614 1.0078456 0.9788042 1.0237489 0.9627851 1.0189310
[169,] 1.0407529 0.9200330 1.0001073 0.9661827 0.9620962 0.9604952 0.9925229
[170,] 0.9815656 0.9918667 1.0814648 0.9914100 1.0011137 0.9119134 1.0326925
[171,] 0.9674206 0.9931271 1.0042464 1.0277618 0.9563050 1.0159768 0.9556999
[172,] 0.9769996 1.0439685 1.0780313 1.0562616 0.9091578 1.0219118 1.0114443
[173,] 1.0561766 0.9715911 0.9713449 1.0033766 1.0302100 1.0471861 1.0067090
[174,] 0.9889067 1.0168772 1.0454745 1.0265079 0.9547065 1.0124057 1.0751322
[175,] 1.0020054 0.9785257 0.9658048 0.9225272 1.0196832 0.9843008 0.9832910
[176,] 1.0588411 0.9854758 1.0196398 1.0717759 1.0316087 0.9552123 1.0164163
[177,] 0.9949772 1.1118552 0.9885897 0.9892747 1.0629932 1.0330208 0.9816504
[178,] 0.9733393 1.0530550 0.9739775 0.9750309 0.9194994 0.9500462 0.9672450
[179,] 1.0993168 1.0424269 1.0045671 0.9990989 0.9993023 1.0737722 0.9945388
[180,] 1.0346328 0.8585371 1.0293044 1.0725382 0.9979194 1.0050918 0.9285254
[181,] 1.0403723 1.0220363 0.9611668 0.9565686 0.9541916 1.0390751 1.0008143
[182,] 0.9704701 0.9656442 1.0090499 1.0007228 1.0328416 0.9746427 1.0100762
[183,] 1.0933442 1.0344169 0.9709209 0.9733568 0.9266061 1.1127278 1.0053510
[184,] 1.0872742 0.9658658 1.0697401 1.0220704 1.0614942 0.9861871 0.9992121
[185,] 1.0393769 1.0269897 1.1020452 1.0157588 1.0727010 0.9779467 0.9273139
[186,] 0.9442323 1.0518685 0.9677970 0.9854018 0.9741434 0.9849624 1.0169000
[187,] 1.0046611 0.9771526 0.9618941 1.0201257 1.0533851 0.9785979 0.9409309
[188,] 0.9701762 1.1028722 0.9619835 0.9738128 0.9790704 0.9947030 0.9973357
[189,] 0.9184079 1.0925433 1.0103980 0.9632188 0.9605720 1.0418973 1.0282534
[190,] 1.0565618 0.9606250 0.9744150 0.9590759 0.9696109 1.0041036 1.0055726
[191,] 0.9709562 0.9497769 0.9102595 0.9933636 1.0245968 1.0206935 1.0234785
[192,] 1.0455489 1.0601835 0.9944857 1.1341491 0.9738522 1.0056891 0.9652691
[193,] 1.0110366 1.0620862 0.9837399 0.9770866 0.9517262 1.0023730 0.9876899
[194,] 0.9984071 0.9986219 0.9774742 1.0478920 0.9645042 1.0238571 1.0138943
[195,] 1.0915513 0.9512323 0.9608342 0.9652658 0.9683546 0.9724995 1.0603403
[196,] 1.1032428 1.0011211 0.9782767 1.0203586 1.0093631 1.0332915 1.0646920
[197,] 0.9799391 1.0514110 1.0673925 0.9945970 1.0290709 1.0179166 0.9316888
[198,] 0.9728868 0.9884727 0.9042156 0.9539215 1.0728079 0.9581898 0.9429876
[199,] 0.9357492 1.0754193 1.0490982 0.9923607 0.9397596 1.0924596 1.0744387
[200,] 0.9789167 0.9637813 1.0066571 0.9537452 1.0169356 0.9596597 1.0398875
[201,] 1.9713221 0.9478174 0.9693705 1.0141732 0.9941778 0.9812258 1.0273972
[202,] 2.0068365 1.0398475 1.0085191 1.0106429 0.9384352 0.9560128 1.0268267
[203,] 2.0524233 1.0282446 0.9797328 1.0386603 0.9613279 0.9287031 1.0635671
[204,] 1.9833553 1.0448699 1.0062142 0.9523733 0.9457571 0.9926988 1.0551442
[205,] 1.9947102 1.0514553 0.9520899 0.9975757 1.0449461 1.0383576 1.0196460
[206,] 1.9879426 0.9791322 0.9950174 1.0054353 0.9932053 0.9811523 0.9769452
[207,] 1.9845344 1.0230880 1.0185422 0.9656088 0.9092977 1.0010667 1.0480563
[208,] 2.0232453 0.9667452 1.0877335 1.0108767 1.0838060 0.9985734 0.9342926
[209,] 1.9787142 1.0187243 0.9960448 0.9800594 0.9831633 0.9824607 0.9705590
[210,] 1.9630894 1.0503505 0.9877166 1.0564817 1.0293677 1.0137363 1.0277082
[211,] 2.0075785 1.0153982 0.9974087 1.0324096 1.0041222 1.0003444 1.0326472
[212,] 1.9886781 1.0254210 1.0051474 0.9847466 0.9389776 1.0279943 1.0100258
[213,] 1.9558326 1.0115951 0.9890493 1.0500491 1.0062637 1.0234009 1.0021875
[214,] 2.0004632 1.0578372 1.0032350 1.0722954 0.9906862 0.9827850 0.9771017
[215,] 1.9545511 1.0351550 1.0268351 1.0218396 0.9484092 1.0542503 1.0323657
[216,] 2.0405778 0.9224605 1.0177034 0.9705956 0.9777108 0.9178448 1.0284604
[217,] 2.0306237 1.0276567 1.0201634 0.9535430 0.9678975 0.9635548 1.0134974
[218,] 1.9938809 1.0096471 0.9989700 0.9620324 1.0003139 1.0246778 1.0334711
[219,] 1.9902436 0.9770604 1.0487254 0.9963537 0.9401338 1.0036433 0.9448419
[220,] 1.9762661 1.0131854 0.9882872 1.0138545 1.0034882 0.9728999 0.9603194
[221,] 1.9917044 0.9376734 1.0138173 0.9570609 0.9569446 0.9437390 0.9505781
[222,] 2.0237791 1.0322550 0.9790293 1.0297024 1.0066665 1.0226615 0.9818079
[223,] 1.9797955 1.0118303 0.9918231 1.0186567 0.9705838 1.0370816 0.9936159
[224,] 2.0374714 1.0150900 1.0406130 1.0124427 1.0660749 1.0622167 1.0231018
[225,] 2.0170412 1.0182477 1.0234115 0.9808983 1.0024666 0.9847496 0.9595987
[226,] 2.0073835 1.0139758 0.9645807 1.0259862 1.0109393 1.0095238 1.0460610
[227,] 2.0013045 0.9439100 0.9323128 0.9949031 1.0452301 1.0002685 0.9672599
[228,] 2.0148713 0.9827617 0.9597530 0.9393147 0.9769339 1.0475645 1.0000266
[229,] 2.0253749 1.0041832 1.0354736 0.9278438 0.9687610 1.0242250 0.9810300
[230,] 2.0184681 1.0544866 0.9812053 1.0128126 0.9889523 1.0243572 1.0362912
[231,] 2.0313004 0.9973283 0.9524999 1.0015517 1.0489315 0.9893551 1.0355608
[232,] 1.9891762 0.9671583 1.0032156 0.9922211 0.9976293 1.0317112 0.9825807
[233,] 1.9460726 0.9995177 0.9989262 1.0307415 1.0612736 1.0434273 1.0127426
[234,] 2.0697261 0.9675729 0.9942398 0.9731058 1.0029485 0.9913362 0.9735523
[235,] 1.9573152 0.9727266 0.9497175 0.9889938 1.0149496 0.9868117 0.9898156
[236,] 1.9828328 0.9852500 1.0011360 1.0105376 0.9939402 1.0099139 0.9499512
[237,] 2.0200477 0.9486234 1.0868602 0.9576800 1.0492011 1.0225404 1.0153099
[238,] 1.9721644 0.9525117 0.9877673 1.0583091 1.0285989 0.9802504 1.0364927
[239,] 1.9352069 1.0239929 0.9754563 0.9502948 1.0228077 0.9898721 1.0040965
[240,] 1.9793720 1.0228980 1.0101892 0.9761389 1.0072136 1.0410919 0.9948660
[241,] 0.9639561 0.9440240 1.0080809 3.0636580 0.9758045 0.8934490 0.9775971
[242,] 1.0207578 0.9878628 1.0034726 2.9880638 1.0552274 1.0385879 1.0483574
[243,] 1.0359655 1.0187218 0.9758710 3.0795458 1.1043324 0.9787380 1.0261656
[244,] 0.9655072 0.9928839 0.9846024 3.0297601 1.0045916 0.9655308 0.9726901
[245,] 0.9941398 0.9876700 0.9053410 3.0734633 0.9981695 0.9891442 1.0234813
[246,] 0.9718542 1.0158089 0.9264388 3.0443817 1.0106869 0.9435638 0.9944363
[247,] 0.9586624 0.9161532 0.9547104 3.0711539 1.0296802 1.0207162 0.9557678
[248,] 0.9357886 1.0876125 1.0003441 3.0269128 1.1193318 0.9584351 1.0986945
[249,] 0.9844961 0.9573860 1.0191820 3.0164559 0.9858648 1.0163351 0.9404134
[250,] 0.9592823 1.0273928 0.9902477 3.0170932 1.0235672 1.0465102 0.9862121
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[28,] 1.0267983 0.9943013 1.0302402 -4.516880e-02 -1.263678e-02
[29,] 1.0341230 1.0416914 1.0109677 -1.106588e-02 -2.504874e-02
[30,] 0.9776973 1.0543043 1.0806334 2.170311e-02 2.598135e-02
[31,] 0.9532134 1.0238994 0.9448110 1.656712e-02 -2.061558e-02
[32,] 1.0503882 1.1252148 0.9995627 1.572406e-02 3.170645e-03
[33,] 1.0603994 0.9138482 0.9882646 -2.239731e-02 -1.524989e-02
[34,] 1.0491944 1.0291907 0.9654781 -3.793803e-02 -4.646760e-02
[35,] 0.9863233 1.0225058 0.9963660 -2.186167e-02 -3.632249e-03
[36,] 0.9249525 1.0032965 0.9888893 2.663681e-03 4.425994e-02
[37,] 1.0089302 1.0909890 0.9389554 -6.697739e-03 -4.085040e-02
[38,] 0.9781171 1.0478140 0.9344306 3.341734e-02 -3.858916e-03
[39,] 0.9331735 1.0297965 0.9787013 -3.096586e-02 2.404340e-02
[40,] 1.0316806 1.0178224 1.0381739 -3.348480e-02 -1.172818e-03
[41,] 1.0293419 1.0088457 0.9592176 -1.486569e-02 -2.446389e-02
[42,] 0.9446490 1.0176416 0.9770647 -1.816147e-02 1.641637e-02
[43,] 0.9768561 0.9485309 1.0013331 -4.620609e-02 -4.235517e-02
[44,] 0.9262043 0.9824624 1.0076149 -3.649443e-02 2.302495e-02
[45,] 1.0056329 1.0436013 1.0080371 -1.620738e-02 1.225259e-02
[46,] 1.0450111 0.9978357 0.9858560 2.369035e-03 4.877198e-02
[47,] 0.9153043 0.9373777 0.9656057 -2.256931e-02 3.534612e-02
[48,] 1.0246639 0.9404899 0.9895086 2.316036e-02 6.078291e-05
[49,] 1.0184010 1.0434399 1.0246661 -5.486182e-03 6.136357e-03
[50,] 0.9888219 0.9953721 1.0623778 3.919579e-02 4.961323e-02
[51,] 0.9144738 1.0610937 1.0641792 -2.311018e-02 -3.825961e-02
[52,] 1.0112763 0.9853903 0.9555178 4.180885e-02 2.779600e-02
[53,] 0.9727305 0.9973092 1.0048336 2.202264e-02 -1.482026e-03
[54,] 1.0691286 1.0574685 0.9898965 -4.560493e-02 -2.160427e-02
[55,] 0.9150387 1.0329737 0.9702269 -3.916596e-02 4.363600e-02
[56,] 0.9774733 0.9537134 1.0276965 -4.800364e-02 3.426723e-02
[57,] 0.9260902 0.9343911 0.9920262 -2.731829e-02 -3.632865e-02
[58,] 0.9746840 1.0019449 1.0051527 1.834809e-02 -4.798945e-02
[59,] 0.9750787 0.9316290 1.0316175 -1.908703e-02 3.472914e-02
[60,] 1.0598233 1.0987453 0.9789306 4.428247e-02 -2.575953e-02
[61,] 1.0054679 1.0976864 0.9489765 1.112781e-02 1.601914e-02
[62,] 0.9380570 1.0954221 1.0035202 -1.244823e-02 4.148644e-02
[63,] 0.9944716 1.0053011 1.0120777 4.814954e-02 3.506460e-02
[64,] 1.0380096 1.0750704 0.9880525 3.216401e-02 -1.797519e-02
[65,] 1.0637940 0.9827612 0.9147712 3.026095e-02 -3.657408e-02
[66,] 0.9627790 1.0823019 0.9759343 4.103642e-02 1.650913e-02
[67,] 0.9114912 0.9813268 1.0986402 -2.357206e-02 1.550158e-02
[68,] 0.9606507 1.0554786 0.9346864 1.784964e-04 2.038277e-02
[69,] 0.9989415 1.0079263 0.9394395 -3.735368e-02 3.276021e-02
[70,] 0.9827253 1.0566328 1.0515667 3.359192e-02 -1.875318e-02
[71,] 0.9643277 1.0371215 0.9402336 5.078476e-03 -2.692098e-02
[72,] 0.9354398 1.0483697 0.9332564 3.119818e-02 6.481671e-03
[73,] 1.0186867 0.9550755 1.1339103 -4.902978e-02 -4.462563e-02
[74,] 0.9588398 0.9091666 1.0459427 -4.927059e-02 -7.832722e-03
[75,] 1.0829124 0.9785487 0.9430481 -3.431522e-02 -3.520101e-02
[76,] 1.0583619 0.9506029 0.9937877 1.611496e-02 -1.873199e-02
[77,] 1.0693480 0.9691452 0.9653473 1.920322e-02 -1.107657e-02
[78,] 1.0414178 1.0649383 1.0379644 1.416221e-02 4.916039e-02
[79,] 0.9345357 0.9770004 1.0506653 1.598186e-03 -7.919643e-03
[80,] 0.9877574 0.9947386 0.9611808 -1.214739e-02 8.007339e-03
[81,] 0.9314519 1.0468939 0.9614152 3.319986e-02 -4.793893e-02
[82,] 1.0153332 0.9704390 0.9202363 3.919501e-02 1.452361e-02
[83,] 1.0654050 1.0328882 1.0111652 -4.245786e-02 -1.121457e-02
[84,] 0.9156434 1.0337873 1.0098890 4.299718e-02 -4.227488e-02
[85,] 0.9793616 1.1634500 0.9704645 3.862065e-03 -3.255175e-02
[86,] 1.0489989 1.0348128 0.9064142 4.764990e-02 9.374723e-03
[87,] 1.1784136 1.0009757 1.0229600 -3.670881e-03 3.100302e-02
[88,] 0.9530888 1.0161654 0.9488412 -1.231284e-02 2.416333e-02
[89,] 1.0697847 1.0709973 1.0190207 1.902699e-02 -2.359334e-02
[90,] 0.9595123 1.0378632 1.0654421 -2.380304e-02 1.011529e-02
[91,] 1.0340715 0.9679460 0.9497388 -8.319251e-03 2.995221e-02
[92,] 1.0485865 0.9557520 0.9702455 -4.264852e-02 -4.464817e-02
[93,] 0.9569748 0.9791245 0.9741035 -2.906190e-02 4.544793e-02
[94,] 0.9414474 0.8683172 0.9892780 2.265627e-02 -4.908204e-02
[95,] 0.9999982 1.0085813 1.0257333 -3.452760e-02 -4.924938e-02
[96,] 1.0231972 1.0128482 1.0100677 3.120156e-02 9.282431e-03
[97,] 1.0052009 0.9796358 0.9287749 3.532245e-02 -3.991433e-02
[98,] 1.0924778 1.0182237 0.9850894 -2.280622e-02 -2.250641e-02
[99,] 1.0319675 1.0462102 0.9934107 1.037765e-02 -9.432938e-03
[100,] 0.9685113 0.9672450 1.0186380 -9.666168e-03 4.706059e-02
[101,] 0.8936053 0.9153881 1.0029517 3.729280e-02 6.536322e-03
[102,] 0.9682609 1.0237562 0.9694613 -4.025711e-02 3.420104e-02
[103,] 0.9581095 0.9298807 0.9860676 4.787561e-02 3.522662e-02
[104,] 1.1479796 1.0755981 1.0584529 -4.541461e-02 4.563518e-02
[105,] 0.9693868 1.0296570 0.9972742 -3.943404e-02 3.759145e-02
[106,] 0.9652064 0.9757701 1.0080420 3.449775e-02 4.038274e-02
[107,] 0.9166418 0.9602772 1.0213115 -4.004164e-02 -1.839085e-02
[108,] 0.9904033 1.0960160 1.0582188 -3.947904e-02 -3.454097e-02
[109,] 0.9553550 0.9848580 0.9599741 -6.109697e-03 -3.772389e-02
[110,] 0.9314651 0.9985495 1.0631488 -2.694258e-02 1.584672e-02
[111,] 0.9130011 0.9859733 1.1137819 -2.544645e-02 3.912532e-02
[112,] 0.9491163 0.9647764 1.0481637 -2.330498e-02 4.810277e-02
[113,] 0.9761804 0.9458429 0.9920248 2.953918e-02 -3.786211e-03
[114,] 0.9564268 0.9876566 1.0456891 3.554063e-02 -4.102113e-02
[115,] 0.9270187 0.8867159 1.0058876 8.912304e-03 2.285004e-02
[116,] 1.0917630 1.0108697 0.9613377 -2.700844e-02 -3.222174e-02
[117,] 1.0310078 1.0430465 1.0395558 -1.362430e-02 3.004717e-02
[118,] 0.9626074 0.9857882 1.0362414 -1.202795e-02 -4.554679e-02
[119,] 1.0374671 1.0230589 1.0322770 -2.110655e-02 4.227249e-02
[120,] 1.0995283 0.9641969 1.0373776 1.868476e-02 -4.430171e-02
[121,] 1.0335159 1.0396645 0.9516243 1.731683e-02 -1.602516e-02
[122,] 1.0789783 1.0415947 1.0453083 -3.352434e-02 -2.573333e-02
[123,] 1.0404911 0.9094377 0.8705604 -4.582614e-02 6.495278e-03
[124,] 0.9041597 1.0391437 1.1291060 1.362840e-02 2.209536e-03
[125,] 1.0209165 1.0171091 1.0846762 -5.417195e-03 3.695258e-02
[126,] 0.9838097 1.0131264 1.0312971 -4.699648e-02 1.543989e-02
[127,] 1.0631782 1.0456286 0.9680245 4.868597e-02 -1.728034e-02
[128,] 1.0341203 1.0651865 1.0202848 3.931293e-02 2.418442e-02
[129,] 0.9666490 1.0716926 0.9432790 -2.342079e-02 -4.800366e-02
[130,] 0.9149437 1.0616404 1.0071877 1.904228e-02 -1.641257e-02
[131,] 1.0634265 0.9856345 1.0010366 1.199468e-02 -3.242576e-02
[132,] 1.0280458 0.9409521 1.0113384 2.528201e-02 2.271503e-02
[133,] 1.0374505 0.9843820 0.9944088 -3.414550e-02 3.458845e-02
[134,] 0.9573884 0.9615986 1.0102775 -3.472459e-02 1.846321e-02
[135,] 0.9306510 1.0064099 0.9752704 -1.136479e-03 -2.841182e-02
[136,] 0.9783896 0.9726614 0.8968312 3.660674e-02 -7.490194e-03
[137,] 1.0135935 0.9885545 0.9738991 -5.160874e-04 4.912447e-02
[138,] 1.0580235 1.0309242 0.9028490 -3.797260e-03 2.129064e-02
[139,] 0.9882892 0.9869288 0.9426805 -1.099167e-03 -2.329377e-02
[140,] 0.9457347 1.0050001 1.0424110 6.266603e-03 -4.067228e-02
[141,] 0.9464469 1.0068195 0.9345058 -2.063638e-02 -1.300365e-02
[142,] 1.1165061 1.0338110 1.0281940 2.964156e-02 -3.935046e-02
[143,] 0.9917412 0.9463213 1.0918947 -2.409467e-02 1.745785e-02
[144,] 1.0499683 1.0216935 1.0059830 4.731657e-02 -3.850089e-03
[145,] 1.0206057 1.0044693 1.0071997 2.761911e-02 -3.396759e-02
[146,] 0.9612426 1.0282001 1.1089288 -1.058451e-02 2.919926e-02
[147,] 0.9919115 0.8812384 1.0347943 -1.785825e-03 2.236278e-02
[148,] 0.9103518 0.9535314 0.9981206 2.023230e-03 4.710655e-02
[149,] 1.0378373 1.0940992 0.9853112 1.631997e-02 -2.537958e-02
[150,] 1.0962135 1.0305036 0.9564048 -2.435222e-02 -1.732315e-02
[151,] 0.9670944 0.9398265 1.0810582 3.282241e-02 -4.118466e-02
[152,] 0.9879935 1.0095978 1.0532540 -7.831503e-03 4.663304e-03
[153,] 1.0011753 0.9521149 0.9529235 -1.871530e-04 -3.406903e-02
[154,] 1.0803740 0.9373367 1.0574602 1.378734e-02 2.687874e-02
[155,] 0.9821678 0.9866760 0.9845498 -3.522734e-02 4.776325e-02
[156,] 0.9839252 1.0971851 0.9948233 1.699502e-02 3.185671e-02
[157,] 1.1019570 0.9588060 1.0164058 3.539430e-02 8.194051e-03
[158,] 0.9574421 1.0480388 0.9765303 -3.145338e-02 -3.478097e-02
[159,] 1.0365997 0.9208283 0.9555299 -1.701203e-03 4.395144e-02
[160,] 1.0336817 1.0408268 1.0497963 4.858992e-02 -3.398242e-02
[161,] 1.1059977 0.9304427 1.0401857 -1.759411e-02 1.811762e-02
[162,] 1.0281118 0.9449815 1.0499550 4.755140e-02 9.087956e-03
[163,] 1.0613989 1.0124781 1.0591935 3.671256e-02 3.415390e-02
[164,] 0.9594219 0.9761880 1.1108541 -3.725175e-02 4.668992e-03
[165,] 0.9599209 1.0418131 1.0755533 1.083649e-02 1.025224e-02
[166,] 1.0520307 1.0456004 0.9535106 3.956843e-02 1.607794e-02
[167,] 1.0134403 1.0578848 0.9465428 2.391355e-02 -4.087386e-02
[168,] 1.0068424 0.9422874 0.9324224 -4.915213e-02 -6.725388e-03
[169,] 1.0299430 0.9190295 1.0270874 -4.948361e-02 2.347591e-02
[170,] 1.0574744 1.0383935 1.0505870 -4.615552e-02 -4.069013e-02
[171,] 0.9273505 0.9608094 1.0774608 1.306502e-02 2.364451e-02
[172,] 0.9869339 1.0314878 0.9209517 2.625276e-02 -3.281190e-02
[173,] 0.9454302 0.8995455 0.9169691 2.231683e-02 -1.317754e-02
[174,] 0.9979224 1.0216682 0.9455852 3.003199e-03 -1.758815e-02
[175,] 0.9508667 1.0399764 0.9850555 1.345277e-02 -1.772984e-02
[176,] 0.9232073 0.9752235 0.9936617 1.046412e-03 -3.851449e-02
[177,] 0.9801460 0.8983931 0.9123001 4.542062e-02 2.590722e-02
[178,] 1.1028443 1.0341463 0.9319524 -1.231622e-02 4.459021e-02
[179,] 0.9612483 0.9343177 1.0859510 -2.649083e-02 3.817112e-02
[180,] 1.0441972 1.0440651 1.0746636 -1.673063e-02 -2.623105e-03
[181,] 0.9541010 1.0040065 0.9757903 -1.983805e-02 4.821225e-02
[182,] 0.9592199 1.0521266 0.9493060 -9.546634e-04 2.661099e-03
[183,] 1.0365784 0.9812304 0.9837939 -3.120847e-03 -4.319613e-02
[184,] 1.0176270 1.0563744 0.8631592 6.807015e-03 -4.314527e-02
[185,] 0.9163896 0.9537133 1.0232960 4.428496e-02 9.541266e-03
[186,] 0.9400514 0.9466804 0.9872948 -2.530485e-02 4.609704e-02
[187,] 0.9877366 0.9956777 1.0309634 -4.722068e-02 -1.542470e-02
[188,] 0.9555599 1.0240544 1.0230670 2.879347e-02 -4.818976e-02
[189,] 1.0309269 1.0049456 1.0023638 2.706051e-05 -4.895211e-02
[190,] 0.9401153 0.9942449 1.0289975 -2.253697e-02 -3.954794e-02
[191,] 1.0372427 1.0090435 1.0024607 3.546481e-02 -3.208853e-02
[192,] 0.9383888 1.0327237 1.0207654 2.723757e-04 4.192080e-03
[193,] 1.0575500 0.9571013 1.0599550 -7.255731e-03 -1.145593e-02
[194,] 1.0271849 0.9343043 1.0656107 2.296738e-02 -1.333784e-03
[195,] 0.9562972 1.0557996 1.0455448 -4.565861e-02 7.133910e-03
[196,] 0.9438660 1.0204921 1.0679511 -2.415914e-03 1.288087e-02
[197,] 0.9610585 0.9890277 0.9586204 -3.901905e-02 -3.840412e-02
[198,] 1.0239699 1.0521156 0.9581095 2.869767e-02 -1.580568e-02
[199,] 1.0305914 0.9809553 1.1140552 1.104172e-02 3.626513e-03
[200,] 0.9697946 1.0420115 0.9681813 3.596434e-03 4.601476e-02
[201,] 0.9806993 1.0254492 1.0112599 -3.047090e-02 -4.348280e-02
[202,] 1.0508809 1.0093765 0.9626488 -2.085175e-02 2.971323e-03
[203,] 0.9842986 0.9474261 1.0466139 4.551877e-02 -3.945360e-02
[204,] 0.9516710 0.9879790 0.9428603 5.391820e-03 -3.320282e-02
[205,] 1.0774512 0.9690732 1.0555637 3.182478e-02 -9.168065e-03
[206,] 1.0021301 1.0359836 1.0180439 -1.064621e-02 -1.673790e-02
[207,] 0.9024957 0.9840827 1.0609497 -5.484082e-03 1.788091e-02
[208,] 0.9478756 1.0585817 0.9968803 -1.070993e-02 -3.440120e-02
[209,] 0.9998986 1.0096455 1.0286645 -7.775560e-03 -2.404130e-02
[210,] 1.0074048 1.0639512 0.9647224 -1.216866e-02 3.264404e-02
[211,] 0.9584871 1.0144579 0.9858182 -1.544255e-02 1.169982e-02
[212,] 1.0721310 1.0495423 0.9849584 -2.297351e-02 4.802869e-02
[213,] 1.0046006 0.9748544 0.9559947 2.276022e-02 5.144981e-03
[214,] 0.9934876 0.9942379 0.9955055 4.067607e-02 -4.756858e-02
[215,] 1.0312795 1.0135828 1.0537329 -4.556514e-02 3.516533e-02
[216,] 1.0144422 0.9634779 0.9832634 4.968947e-03 -6.309849e-03
[217,] 1.0072624 0.9681129 1.0170292 2.624221e-03 -2.922148e-03
[218,] 0.9792634 1.0173781 1.0380685 1.580349e-02 -1.932469e-02
[219,] 0.9830844 1.0202018 1.0267376 -4.387362e-02 7.254883e-03
[220,] 0.9543244 1.0201099 0.9859541 -1.991810e-03 -4.337399e-02
[221,] 1.0305776 1.0257263 1.0026293 -5.439920e-03 -3.449637e-02
[222,] 1.0425177 1.0129379 1.0093913 -5.506059e-03 1.938247e-02
[223,] 0.9611869 1.0399287 0.9271041 -1.635948e-02 2.581639e-02
[224,] 1.0791503 1.0371537 1.0470170 3.649771e-02 4.153940e-02
[225,] 0.9880863 1.0020780 1.0067990 4.021415e-02 -1.433348e-02
[226,] 0.9883794 1.0173089 1.0118036 -2.935387e-02 2.199282e-02
[227,] 0.9768019 0.9675810 1.0180323 -1.926508e-02 1.778772e-02
[228,] 1.0058392 0.9262287 0.9935737 -3.892012e-02 8.578990e-04
[229,] 0.9536079 0.9093081 1.0002000 4.395079e-02 -1.662407e-02
[230,] 1.0112619 1.0397717 0.9564272 -1.991437e-02 1.323773e-02
[231,] 1.0609689 1.0111184 1.0298062 1.272354e-02 1.040914e-03
[232,] 1.0083200 1.0047669 0.9729238 -4.050193e-02 -4.747307e-02
[233,] 0.8928440 0.9831625 0.9669774 -3.540825e-02 -7.612830e-03
[234,] 0.9498138 1.0160540 1.0472198 4.339462e-02 4.315928e-02
[235,] 1.0582238 1.0351696 0.9715994 -2.814602e-02 7.961794e-03
[236,] 1.0281191 1.0687696 1.0049887 1.585828e-02 1.786220e-02
[237,] 1.0031269 1.0130179 1.0473924 -4.398051e-02 1.948994e-02
[238,] 0.9878944 1.0078326 0.9468617 -1.492098e-02 5.834278e-03
[239,] 0.9989546 0.9675145 0.9841428 -4.804051e-02 6.961529e-03
[240,] 1.0348467 1.0430901 0.9826580 3.514264e-02 -2.380898e-02
[241,] 1.0359253 0.9099170 0.8661242 4.849859e-02 -3.595300e-02
[242,] 0.9955487 1.0221093 0.9266191 -2.869006e-02 2.273334e-02
[243,] 1.1227579 0.9869487 1.0224910 -4.205113e-02 1.868602e-02
[244,] 1.0722515 1.0067247 1.0940366 -1.048999e-02 3.970141e-03
[245,] 1.0397828 0.9611830 0.9725485 5.365321e-04 4.669851e-02
[246,] 1.0305008 0.9583449 0.9772923 -2.406176e-02 -1.882075e-03
[247,] 0.9685907 0.9217290 0.9767276 1.562660e-02 3.582995e-02
[248,] 0.9635428 0.9357901 1.0312511 -2.805104e-02 -1.638938e-02
[249,] 0.9954294 1.0744472 0.9642927 -2.642903e-02 4.848339e-02
[250,] 1.1201895 1.0867525 1.0258724 3.467734e-02 3.556537e-02
[251,] 1.0434333 0.9587481 0.9717091 -8.251881e-03 2.565266e-02
[252,] 0.9254721 1.0156064 1.0588729 -4.250216e-02 1.626112e-02
[253,] 0.9786631 0.9594067 0.8948511 -4.930214e-02 -9.854020e-03
[254,] 0.9562438 0.9754170 0.9957577 4.808846e-02 -1.421223e-02
[255,] 1.0511654 0.9712044 0.9260726 4.068807e-02 -9.841540e-03
[256,] 0.8926873 0.9920741 1.0045668 -3.536286e-02 4.159461e-02
[257,] 1.0559816 0.9903818 0.9184010 -4.810673e-02 -4.016308e-02
[258,] 1.0094813 0.9029310 0.9782988 -5.214798e-03 -2.823394e-02
[259,] 1.0331523 0.9977023 1.0597452 -1.595831e-02 -1.637141e-02
[260,] 1.0106140 0.9973759 0.9308706 2.310198e-02 1.356404e-02
[261,] 1.0507535 1.0035496 0.9591011 4.883737e-02 -1.945175e-02
[262,] 1.0381984 1.0053949 1.0252858 -4.263444e-02 -3.981172e-03
[263,] 0.9581426 1.0071044 1.0583383 -1.385718e-02 -6.185815e-03
[264,] 0.9714462 0.9076597 1.0422666 -1.020331e-02 1.470534e-02
[265,] 1.0306539 1.0721527 0.9958526 2.066100e-02 -1.293365e-02
[266,] 1.0627057 1.0022357 0.9842744 -3.191906e-02 -3.764021e-02
[267,] 1.0080666 0.9286505 0.9056099 -1.648907e-03 3.851565e-02
[268,] 1.0063602 1.0600304 0.9210477 -1.994752e-02 -3.248193e-02
[269,] 1.0672193 1.0107760 1.0370360 -5.209263e-03 -2.524097e-02
[270,] 1.0031216 0.9981380 1.0370935 -3.441276e-02 3.633067e-02
[271,] 1.0108085 0.9902646 1.0043157 9.008502e-04 -4.276247e-02
[272,] 0.9849505 1.0340575 1.0353549 3.639464e-02 -1.105533e-02
[273,] 1.0719673 0.9960803 1.0172949 2.567603e-02 -2.996352e-02
[274,] 1.0300710 0.9828367 0.9725785 9.443623e-04 -4.107522e-02
[275,] 1.0116784 1.0468551 0.9758177 -4.628124e-02 3.694402e-02
[276,] 1.0970844 1.0401553 1.0018200 4.519058e-02 4.208397e-02
[277,] 1.0661245 0.9666383 0.9743644 -1.502857e-02 2.257160e-02
[278,] 0.9840425 0.9318034 0.9820998 -2.846916e-02 3.760068e-02
[279,] 0.9699745 1.0770739 1.0368372 4.676226e-02 -4.856203e-02
[280,] 0.9096747 0.9656251 0.9346677 4.937786e-02 -1.975175e-02
[281,] 1.0100699 0.9800800 1.0231836 6.452796e-03 2.726332e-02
[282,] 0.9088342 1.0088292 0.9621691 -2.373310e-04 4.921695e-02
[283,] 1.0039323 0.9672233 0.9088011 -4.272858e-02 -1.778846e-02
[284,] 0.9872229 1.0359801 1.0085501 7.959327e-03 -5.062511e-03
[285,] 1.0808754 0.9857410 0.9705356 -3.676814e-02 -3.836206e-02
[286,] 0.9825914 0.8825027 1.0045165 -8.354114e-03 2.040286e-02
[287,] 0.9705281 1.0033317 1.0198419 -9.916211e-04 -8.260821e-04
[288,] 1.0314984 0.9986154 1.0448978 -2.880768e-02 -3.910429e-02
[289,] 0.9935197 1.0522924 1.0799832 1.291287e-02 8.694283e-03
[290,] 1.0200053 0.8903710 1.0249949 -4.744830e-02 -1.925406e-02
[291,] 1.0218340 1.0252708 1.0949211 2.931558e-02 -2.388613e-02
[292,] 1.0170859 0.9573786 1.0578914 1.025185e-02 4.886585e-03
[293,] 1.0610449 0.9858663 1.0452047 -4.656803e-02 4.352288e-02
[294,] 0.9907826 1.0262487 0.9834940 -3.532102e-02 -2.210771e-02
[295,] 0.9925301 1.0649095 1.0213001 2.761660e-03 3.989633e-02
[296,] 0.9955740 0.9954853 0.8554608 -3.936086e-02 -4.499306e-02
[297,] 0.9980565 1.0535016 0.9656324 -1.924197e-02 -1.699989e-02
[298,] 1.0215307 0.9655306 1.0052962 7.123005e-03 -1.179084e-02
[299,] 0.9804717 1.0344567 0.9735013 1.922860e-02 1.298415e-02
[300,] 0.9824558 1.1280203 0.9201245 -4.412840e-02 -2.463296e-02
[301,] 1.0058814 0.9516740 0.9920766 9.273030e-03 2.754130e-02
[302,] 0.9782459 1.0277097 0.9807760 3.714797e-02 4.215929e-03
[303,] 1.0208627 1.0563302 0.9753636 -3.580537e-02 -2.824513e-03
[304,] 0.9714079 1.0070680 1.1635498 5.999565e-03 3.762683e-02
[305,] 1.0531838 1.0170197 0.9531529 4.960917e-02 1.557279e-02
[306,] 0.9135084 1.0456971 1.0099783 -1.275689e-02 -3.343680e-02
[307,] 1.0633417 0.9866969 0.8011861 2.585223e-02 -2.973664e-02
[308,] 0.9950429 1.0280879 1.0080120 -1.568691e-03 2.309058e-02
[309,] 1.0342724 1.0472180 0.9345026 4.368923e-02 3.400977e-02
[310,] 0.9753935 1.0519263 0.9638431 -1.261075e-02 -1.780597e-02
[311,] 1.0169801 0.9806462 0.9692742 2.684750e-02 -4.415873e-02
[312,] 0.9849004 0.8881853 0.9936470 -1.783000e-02 -2.470680e-02
[313,] 1.0314519 0.9427397 0.9576180 -1.326086e-02 8.615179e-04
[314,] 0.9900450 0.9830754 1.0377650 2.311042e-02 3.767735e-03
[315,] 1.0382682 0.9880165 1.0593750 -3.585637e-03 -6.269065e-03
[316,] 0.8908475 0.9477966 1.0399333 -4.584475e-02 2.090181e-02
[317,] 0.9217373 1.0306530 1.0479989 -4.775296e-02 4.486148e-03
[318,] 0.9718666 0.9260433 0.9871167 -2.632138e-02 3.232365e-02
[319,] 1.0856369 0.9821314 1.0074910 -1.815300e-02 1.690725e-03
[320,] 0.9623597 0.9513740 0.9982894 -3.002288e-02 4.177415e-02
[321,] 0.9127543 0.9832594 0.9368066 3.321662e-02 -3.544460e-02
[322,] 1.0194427 0.8956787 0.9666330 2.429635e-02 -2.450213e-02
[323,] 0.8986950 0.9995052 1.0172919 4.643423e-02 -3.791649e-03
[324,] 0.9608685 0.8840824 0.9813879 -2.772823e-02 -1.054985e-02
[325,] 0.9099020 1.0177562 1.0271459 -3.215756e-02 -2.066790e-02
[326,] 0.9359393 1.0373987 1.0266421 2.509775e-02 1.706191e-02
[327,] 1.0224797 1.0343857 1.0783551 -3.746819e-02 -2.832261e-02
[328,] 1.0157238 1.0453014 0.9843638 5.774450e-03 1.398432e-02
[329,] 1.0677961 1.0233651 1.0688230 -3.669394e-02 -1.626218e-02
[330,] 0.9289550 1.0149898 1.0228987 4.278440e-02 -3.484651e-02
[331,] 1.0244834 0.9877097 0.9889209 -3.312827e-02 -1.505057e-02
[332,] 0.9552467 1.0396648 1.0009984 -3.480870e-02 4.241990e-02
[333,] 0.9560177 1.0042349 0.9477381 -4.517066e-03 2.016814e-02
[334,] 0.9560161 0.9819575 0.9020906 -3.259323e-02 -1.041663e-02
[335,] 1.0308697 1.0153387 0.9962412 -6.140062e-03 -3.474399e-02
[336,] 1.1301278 1.0104999 1.0072368 -6.871398e-03 1.615002e-02
[337,] 1.0496232 0.9732351 0.9587251 -8.283049e-03 2.983762e-02
[338,] 1.0124737 0.8314752 0.9741745 4.272182e-02 -3.250612e-02
[339,] 0.9453194 1.0412818 1.0732144 3.506237e-02 1.278789e-02
[340,] 0.9122358 1.0511981 1.0347798 3.435429e-02 -4.670882e-02
[341,] 0.9873489 1.0257927 1.0029249 4.582167e-02 -1.112848e-02
[342,] 0.9856418 1.0346779 1.0037154 9.748809e-03 3.252630e-02
[343,] 0.9945675 1.0139965 1.0222153 6.225237e-03 -1.008641e-02
[344,] 1.0031788 0.9863456 1.0153655 -3.075140e-02 1.921448e-02
[345,] 0.9884411 0.9211426 0.9372936 3.844131e-02 3.937384e-02
[346,] 0.9892478 0.9702284 0.9222735 1.335356e-02 4.478052e-02
[347,] 1.0258273 1.0426510 1.0445106 -1.999513e-02 1.052503e-02
[348,] 1.0356224 0.9871396 0.9368172 6.788564e-03 4.932803e-02
[349,] 1.0202402 1.0626085 0.9706663 -9.624885e-03 2.344142e-02
[350,] 0.9791319 1.0320014 0.9897588 1.619587e-02 -1.513127e-02
[351,] 0.9711647 1.0266325 0.9755440 4.604555e-04 4.290397e-03
[352,] 0.9372942 0.9901914 1.0535183 -4.356874e-02 1.224018e-02
[353,] 0.9916005 0.9581309 0.9838506 -1.207482e-02 -1.350506e-02
[354,] 1.0126702 1.0213201 0.9951816 -3.267669e-02 -1.368657e-02
[355,] 0.9890920 0.9289602 0.9659801 -4.298283e-02 2.568359e-02
[356,] 0.9782584 0.9934498 0.9788447 2.674906e-02 -4.068888e-03
[357,] 1.0507405 0.9951051 0.9888676 3.711060e-02 3.793144e-04
[358,] 1.0232577 1.0076811 1.0077857 3.249376e-02 1.760140e-02
[359,] 1.0421347 1.0216070 0.9553627 3.923906e-02 -1.489026e-02
[360,] 1.0045848 0.9954200 0.9849114 4.612867e-02 -7.945186e-04
[361,] 1.0311101 0.9689906 0.9990641 2.274528e-02 3.888465e-02
[362,] 1.0321077 0.9831238 0.9807950 1.155318e-02 -2.278272e-02
[363,] 1.0559396 0.9410583 1.0161311 6.364610e-03 3.112310e-02
[364,] 0.9379954 0.9920396 1.0069684 3.271684e-02 -1.827729e-02
[365,] 0.9654149 0.9916280 1.1372020 4.829591e-02 4.252835e-02
[366,] 0.9426162 0.9410031 0.9990195 -4.558974e-02 -4.088114e-02
[367,] 1.0355783 0.9817927 1.0204771 -1.365981e-02 -4.942479e-02
[368,] 1.0550712 0.9807864 0.9841241 -3.167697e-02 -1.510062e-02
[369,] 1.0585883 1.0234948 1.0352970 -3.570986e-02 4.433472e-02
[370,] 0.9879554 1.0111186 1.0936348 3.108126e-02 -1.507630e-02
[371,] 0.9677118 0.9704701 0.9899132 3.346971e-02 -3.701468e-02
[372,] 1.0138013 0.9401692 0.9951862 -3.962388e-02 3.702481e-02
[373,] 1.0019166 0.9977084 0.9856220 4.287603e-02 -3.642210e-03
[374,] 1.0633677 0.9830442 0.9020715 3.799979e-02 1.343423e-03
[375,] 1.0661833 0.9549643 1.0027797 -5.519606e-03 1.840141e-02
[376,] 0.9841321 1.0448999 0.9936567 -4.891141e-02 3.267989e-02
[377,] 1.0280812 0.9695527 1.0172032 -2.547718e-02 2.075172e-02
[378,] 1.0584889 0.9998904 0.9339621 2.063201e-03 -1.205066e-02
[379,] 0.9429162 0.9703547 0.9927238 4.744946e-02 3.886884e-02
[380,] 0.9442336 1.0264265 1.0441704 -4.310560e-02 2.273734e-02
[381,] 0.9564963 0.9916797 0.9609208 3.262238e-03 -1.505559e-02
[382,] 1.0056746 1.0246802 0.9705265 2.970079e-02 -2.622106e-02
[383,] 1.0506712 1.0262337 1.0240018 -2.960879e-02 3.790164e-02
[384,] 1.0076672 1.0308156 0.9937206 -1.646956e-02 3.816034e-02
[385,] 0.9537844 1.0489416 0.9957635 2.228195e-03 3.631051e-02
[386,] 1.0100863 0.9795659 1.0290782 4.248237e-02 -4.029343e-02
[387,] 0.9403736 1.0092216 1.0267089 -3.063476e-02 -2.741805e-02
[388,] 1.0165792 1.0271659 0.9756440 -3.281600e-02 -3.966760e-02
[389,] 0.9903942 0.9578771 0.9550671 -3.410210e-02 3.866441e-02
[390,] 1.1004467 1.0176807 1.0506576 4.284843e-03 -7.593730e-03
[391,] 1.0059603 1.0478662 1.0523246 -2.285007e-02 -1.904814e-02
[392,] 1.0176693 1.0796362 1.0174588 -3.521251e-02 3.447195e-02
[393,] 1.0173879 0.9330588 0.9434346 8.598395e-03 -6.468815e-03
[394,] 0.9525411 1.0325184 1.0023535 2.902161e-02 -1.148937e-02
[395,] 1.0292775 0.9778278 0.9693299 -2.107464e-02 2.349644e-02
[396,] 0.9865237 0.9745993 0.9415786 4.427878e-02 -1.374523e-02
[397,] 0.9778468 1.0417832 0.9713492 3.017762e-02 -4.206357e-02
[398,] 1.0011399 1.0164274 0.9800776 -3.422783e-02 4.381804e-02
[399,] 1.0143516 0.9826475 1.0753727 -8.900798e-03 -1.543104e-02
[400,] 0.9381437 1.0639995 0.9929563 -4.891044e-03 4.428101e-02
[401,] 1.0250693 0.9489076 1.0457642 -1.216708e-02 -2.131706e-02
[402,] 1.0396327 1.0060137 0.9690283 -2.426115e-02 -3.360066e-02
[403,] 0.9746047 0.9491997 1.0168605 1.941316e-02 -2.949657e-02
[404,] 0.9958653 0.9953916 0.9881814 -4.572877e-02 -6.957672e-03
[405,] 1.0077498 0.9550941 0.9761679 -3.295955e-02 3.502236e-02
[406,] 0.9188184 0.9638884 0.9446854 1.685405e-02 2.632876e-02
[407,] 1.0412862 1.0027170 1.0648089 1.339488e-02 4.221053e-02
[408,] 0.9820500 1.0161967 1.0142286 2.844855e-02 3.852367e-02
[409,] 0.9581514 1.0615659 0.9921481 -6.507483e-03 -4.754600e-02
[410,] 1.0388752 1.0098253 0.9781248 4.099279e-02 -3.571077e-02
[411,] 0.9749491 0.9371959 0.9983198 -4.184284e-02 3.491466e-02
[412,] 0.9904094 1.0262211 1.0588635 -1.500700e-02 -2.019470e-02
[413,] 1.0141811 0.9713844 1.0067046 -2.320826e-02 8.334608e-03
[414,] 0.9221031 1.0150766 0.9491109 -4.509763e-02 1.477761e-02
[415,] 0.9446318 1.0906031 0.9988052 2.483923e-02 -6.639395e-03
[416,] 1.0605903 0.9832826 1.0012116 -2.087687e-02 4.324398e-02
[417,] 0.9955427 0.9998991 1.0066731 -4.147027e-02 -8.410086e-03
[418,] 1.0246378 1.0196490 0.9581540 5.392469e-03 4.242397e-02
[419,] 1.0329940 0.9856627 1.0023102 2.592347e-02 -1.506431e-02
[420,] 1.0588115 0.9984401 1.0435403 2.999489e-02 4.087062e-02
one_doublet_four_clusts() works
Code
one_doublet_four_clusts(n = 440, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 6.588827e-02 -0.0926876343 0.0187123705 0.9845085544 -0.0178401442
[2,] -3.210793e-02 0.0614230596 -0.0354726271 0.9438557806 -0.0375745154
[3,] -6.460282e-02 0.0098096350 -0.1349005364 0.9156109846 -0.0336614738
[4,] 6.424060e-02 -0.0121737891 0.0303544716 1.0569883750 0.0888387485
[5,] 1.887505e-02 0.1400370982 -0.0537006183 1.0519324939 0.0321521821
[6,] -7.707201e-03 -0.0553172705 -0.0138333916 0.9030271084 -0.0070047787
[7,] -7.660630e-02 0.0447180630 -0.0437017690 1.0850561605 0.0762643633
[8,] 1.953415e-02 0.0402151405 -0.0389320198 0.9804796977 0.0302586227
[9,] -2.322338e-02 -0.0029708373 -0.0058162517 0.9973787699 0.0807670195
[10,] 1.489620e-01 0.0239976742 0.0174046838 1.0133555679 -0.0321887529
[11,] 1.810441e-02 -0.0514076733 0.0088401015 0.9744679431 -0.1209826633
[12,] -1.089040e-03 0.0437659042 0.0172831652 0.9859045264 0.0081503673
[13,] 1.269091e-02 -0.0609457905 -0.0016421791 0.9791187314 -0.0507292523
[14,] -3.617667e-03 0.0069756782 0.0421497721 1.0376890194 0.0308173838
[15,] -2.548102e-02 -0.0414335896 -0.0328637523 0.9509658751 -0.0002154313
[16,] 1.900557e-02 0.0081284114 0.0943995987 1.0264624459 -0.0317360569
[17,] -1.558183e-02 0.0338646303 0.0491136114 1.0246518189 -0.1052470497
[18,] 1.704687e-02 0.0526947845 0.0238505011 0.9371883458 0.0254802286
[19,] 2.039797e-02 0.0506113735 -0.0659240582 1.0150712955 0.0330457975
[20,] 4.900689e-02 0.0842814429 0.0055959978 0.9310521855 0.0027499280
[21,] 6.687537e-02 -0.0028248202 0.0083108956 0.9453104325 -0.0308845565
[22,] -4.985102e-02 -0.0565672727 -0.0762335527 0.9769654927 0.0563947255
[23,] -7.561337e-03 -0.0219227720 0.0502481247 0.9795593066 -0.0670979502
[24,] -6.638192e-02 0.0903411412 -0.0093733278 1.0404867680 0.0430753940
[25,] 1.738257e-02 0.0034800095 -0.0729341362 1.0101760828 0.0508566864
[26,] 1.861229e-02 -0.0018301121 -0.0802251993 0.9646388137 0.0042736129
[27,] 5.519074e-03 0.0087584391 -0.0158246820 0.9167270966 0.0139142831
[28,] 6.784814e-03 0.0573456865 0.0038148198 1.0601146703 0.0287795221
[29,] -4.392541e-02 -0.0583115651 -0.0118292160 1.0296330187 -0.0787338370
[30,] 6.272898e-02 -0.0181647854 -0.0089913932 1.0160512648 0.1298987203
[31,] -9.784838e-03 -0.0858407160 0.0043055812 0.9683969858 -0.0199549470
[32,] -4.477361e-02 0.0294708627 -0.0282334080 1.0015473785 -0.0211009875
[33,] 1.813092e-02 -0.0094031884 -0.0468062924 1.0075350345 -0.1036331227
[34,] 3.339490e-02 0.0530385340 0.0113895858 1.0881939349 0.0090613294
[35,] 1.354483e-02 -0.0280024721 -0.0088934898 1.0599020043 0.0322381941
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[221,] -6.437701e-02 0.4729184477 0.0323515911 -3.282241e-02
[222,] -2.610411e-02 0.5338528277 -0.0036387297 7.831503e-03
[223,] 3.512935e-02 0.5022678247 -0.0428557843 1.871530e-04
[224,] 2.140416e-02 0.5149447049 0.0448658126 -1.378734e-02
[225,] -1.688808e-02 0.4918649150 0.0143670922 3.522734e-02
[226,] -1.280300e-02 0.5975717231 0.0167864591 -1.699502e-02
[227,] -3.123478e-02 0.4741616336 0.0263457478 -3.539430e-02
[228,] 2.505588e-03 0.4878058734 -0.0383937778 3.145338e-02
[229,] -1.474365e-02 0.5217140012 -0.0391128210 1.701203e-03
[230,] 2.722482e-02 0.5144144727 0.0416604339 -4.858992e-02
[231,] -3.731770e-02 0.4795700610 -0.0159150027 1.759411e-02
[232,] 3.995991e-02 0.5139187331 0.0293315063 -4.755140e-02
[233,] -4.047252e-02 0.4804120939 -0.0091631792 -3.671256e-02
[234,] 3.405939e-02 0.4861383586 -0.0193471635 3.725175e-02
[235,] -3.123723e-03 0.4572449373 -0.0043379166 -1.083649e-02
[236,] -4.345985e-02 0.4485579721 -0.0378347640 -3.956843e-02
[237,] -8.993493e-02 0.5000399032 0.0111452244 -2.391355e-02
[238,] -2.961775e-02 0.4835979665 -0.0301037406 4.915213e-02
[239,] -6.584392e-03 0.4399715496 -0.0118586043 4.948361e-02
[240,] -5.160048e-03 0.4223529650 0.0033053308 4.615552e-02
[241,] -2.850364e-02 -0.0808996460 -0.0164991723 -1.306502e-02
[242,] -2.357181e-02 -0.0087322510 0.0123433761 -2.625276e-02
[243,] 2.932099e-02 0.0012166361 0.0178546179 -2.231683e-02
[244,] 2.406848e-02 0.0237307922 0.0470473687 -3.003199e-03
[245,] 1.720525e-02 0.0180568217 0.0076546753 -1.345277e-02
[246,] -2.861139e-02 0.0042156772 0.0442837184 -1.046412e-03
[247,] 5.826652e-02 0.0056599083 -0.0271266229 -4.542062e-02
[248,] 5.907039e-02 0.0660962534 -0.0270568176 1.231622e-02
[249,] -5.144014e-03 -0.0148668889 0.0413918624 2.649083e-02
[250,] 5.831779e-02 -0.0246167088 -0.0270916916 1.673063e-02
[251,] 1.917871e-02 0.0229378379 0.0009514637 1.983805e-02
[252,] 6.398098e-03 -0.0284558214 -0.0034391732 9.546634e-04
[253,] 2.115272e-02 -0.0610224562 0.0051651995 3.120847e-03
[254,] 3.202939e-02 -0.0937455795 -0.0260247490 -6.807015e-03
[255,] -1.896534e-02 0.0614640384 0.0099851128 -4.428496e-02
[256,] -5.442937e-02 0.0198256728 -0.0135290154 2.530485e-02
[257,] 2.509759e-02 -0.0066999383 -0.0025959064 4.722068e-02
[258,] 2.789859e-02 -0.0330444065 0.0208301943 -2.879347e-02
[259,] -6.863442e-02 0.0263495943 0.0443488949 -2.706051e-05
[260,] -7.784220e-02 0.0167222275 0.0185681329 2.253697e-02
[261,] 1.198078e-02 0.0028220260 0.0302362065 -3.546481e-02
[262,] -5.680696e-02 0.0584502331 -0.0014518622 -2.723757e-04
[263,] -2.426852e-03 0.0164832616 0.0491624769 7.255731e-03
[264,] -8.898510e-03 -0.0570092458 0.0195923342 -2.296738e-02
[265,] 4.195331e-03 0.0382990942 0.0367935645 4.565861e-02
[266,] -3.040012e-04 0.0002216370 0.0139829808 2.415914e-03
[267,] -2.709137e-03 -0.0455368980 -0.0017647039 3.901905e-02
[268,] 2.574594e-03 0.0057441452 -0.0269360736 -2.869767e-02
[269,] 3.570670e-02 0.0519308366 -0.0473187916 -1.104172e-02
[270,] 4.818643e-02 -0.0017698920 0.0404333483 -3.596434e-03
[271,] -3.416750e-02 -0.0257932677 -0.0343211990 3.047090e-02
[272,] 1.903088e-02 -0.0587951550 -0.0178558651 2.085175e-02
[273,] 6.524429e-02 -0.0294670937 0.0466987655 -4.551877e-02
[274,] -1.038161e-01 0.0143392799 0.0275360582 -5.391820e-03
[275,] 3.091111e-03 0.0275368778 0.0039150268 -3.182478e-02
[276,] -8.123695e-02 0.0337618796 0.0465922233 1.064621e-02
[277,] -9.945586e-02 -0.0131920037 -0.0105064785 5.484082e-03
[278,] 1.048020e-01 0.0032302027 -0.0067888633 1.070993e-02
[279,] 3.230207e-02 -0.0022227914 -0.0226442824 7.775560e-03
[280,] -1.684822e-02 -0.0714087148 0.0222166146 1.216866e-02
[281,] -2.106811e-02 -0.0131731165 -0.0454233034 1.544255e-02
[282,] -1.868789e-02 0.0268912320 -0.0035987173 2.297351e-02
[283,] 3.167930e-02 0.0225904177 -0.0372022885 -2.276022e-02
[284,] -5.228607e-02 0.0383930752 -0.0154256537 -4.067607e-02
[285,] -5.589191e-02 0.0345547492 -0.0175097380 4.556514e-02
[286,] -2.320724e-02 -0.0288038961 -0.0315395650 -4.968947e-03
[287,] -9.365189e-03 -0.0805938412 -0.0336133142 -2.624221e-03
[288,] -3.147028e-02 -0.0348503958 -0.0445163375 -1.580349e-02
[289,] -4.803783e-02 -0.0121944600 -0.0182573903 4.387362e-02
[290,] -4.928162e-02 0.0566188096 -0.0191426883 1.991810e-03
[291,] 6.311023e-02 -0.0032451365 -0.0396875922 5.439920e-03
[292,] 2.813553e-02 -0.0494612770 -0.0471179703 5.506059e-03
[293,] -2.184742e-02 -0.0261165511 0.0323112787 1.635948e-02
[294,] 7.925199e-02 0.0463886312 -0.0376532687 -3.649771e-02
[295,] -4.517281e-02 0.0068337598 0.0337618454 -4.021415e-02
[296,] -5.968809e-02 -0.0369888473 -0.0317027196 2.935387e-02
[297,] 1.859364e-02 0.0111823508 -0.0100541402 1.926508e-02
[298,] -1.107492e-02 0.0429736598 0.0129345526 3.892012e-02
[299,] 1.051665e-01 0.0259405413 0.0473083572 -4.395079e-02
[300,] 1.074483e-01 -0.0184280031 -0.0164946473 1.991437e-02
[301,] -1.072714e-01 0.1496403643 -0.0120285355 -1.272354e-02
[302,] -8.138535e-02 0.0548328946 0.0498078589 4.050193e-02
[303,] -2.943831e-02 0.0783516034 0.0376936199 3.540825e-02
[304,] -1.054804e-01 0.0082308201 0.0254069797 -4.339462e-02
[305,] 5.511788e-02 -0.0277555030 -0.0156545714 2.814602e-02
[306,] 1.325360e-02 -0.0472107604 -0.0042178857 -1.585828e-02
[307,] -8.364453e-02 0.0486213257 -0.0097344737 4.398051e-02
[308,] -3.725861e-03 0.0237280752 0.0201935228 1.492098e-02
[309,] -5.102577e-02 -0.0451566100 -0.0031066395 4.804051e-02
[310,] -3.863925e-02 -0.0055630721 0.0444923909 -3.514264e-02
[311,] -6.014600e-02 0.0318812885 0.0234510683 -4.849859e-02
[312,] 2.847832e-02 0.0753324916 0.0062956254 2.869006e-02
[313,] 5.437167e-02 -0.0221492669 0.0433201835 4.205113e-02
[314,] -4.124669e-02 -0.0128174119 0.0149688483 1.048999e-02
[315,] 5.618801e-02 -0.0709241218 0.0096784843 -5.365321e-04
[316,] 2.669377e-02 -0.0258469069 0.0188897585 2.406176e-02
[317,] -2.153837e-02 -0.0601224281 0.0463405141 -1.562660e-02
[318,] -8.730580e-03 0.0889024942 -0.0499464154 2.805104e-02
[319,] -4.749050e-02 -0.0270032942 -0.0405663913 2.642903e-02
[320,] -1.982205e-02 0.1019199852 0.0325605741 -3.467734e-02
[321,] 6.125098e-02 0.0809998050 -0.0413973899 8.251881e-03
[322,] 3.533781e-02 0.0077330278 -0.0079089825 4.250216e-02
[323,] -5.047179e-02 0.0244283651 0.0379587529 4.930214e-02
[324,] -7.914873e-03 -0.0556945962 0.0499965001 -4.808846e-02
[325,] -3.101236e-02 0.0427746991 -0.0277006447 -4.068807e-02
[326,] 1.189574e-01 -0.0571031851 -0.0063653849 3.536286e-02
[327,] -4.955472e-02 0.0363308230 -0.0338823130 4.810673e-02
[328,] 4.181540e-02 0.0927233947 0.0404893310 5.214798e-03
[329,] -3.401362e-03 -0.0045104832 0.0372943505 1.595831e-02
[330,] -2.296877e-02 -0.0093628222 0.0265202699 -2.310198e-02
[331,] 6.451818e-03 0.0042460679 0.0263261721 -4.883737e-02
[332,] 1.016586e-01 0.0486428071 0.0230562591 4.263444e-02
[333,] -1.647138e-03 0.0074594877 -0.0406419739 1.385718e-02
[334,] -1.101108e-02 -0.0194540250 0.0050553276 1.020331e-02
[335,] -1.792455e-02 0.0253888725 0.0132766620 -2.066100e-02
[336,] -4.940858e-02 0.0060556194 0.0301680644 3.191906e-02
[337,] -9.796411e-02 0.0655382019 0.0012456500 1.648907e-03
[338,] -1.699776e-02 0.0606976882 -0.0274965316 1.994752e-02
[339,] -1.095448e-02 -0.0063880480 0.0094058339 5.209263e-03
[340,] -4.232936e-02 -0.0126296778 -0.0382484822 3.441276e-02
[341,] -4.015683e-02 0.0680493595 -0.0320870418 -9.008502e-04
[342,] -2.775466e-02 -0.0536796765 -0.0287758086 -3.639464e-02
[343,] 2.000317e-02 -0.1653852368 -0.0110781680 -2.567603e-02
[344,] 3.362478e-02 -0.0481700477 -0.0331466642 -9.443623e-04
[345,] -3.601433e-02 0.0104679115 0.0038904645 4.628124e-02
[346,] 7.716242e-02 0.0334516858 0.0101667674 -4.519058e-02
[347,] 6.760775e-02 -0.0297729903 -0.0032410966 1.502857e-02
[348,] 7.425121e-02 -0.0349739362 -0.0059546961 2.846916e-02
[349,] -5.091009e-02 0.0664916180 0.0048737103 -4.676226e-02
[350,] -2.686083e-02 0.0155445451 0.0013646042 -4.937786e-02
[351,] 8.010603e-02 -0.0304266150 0.0178546762 -6.452796e-03
[352,] 6.858307e-02 -0.0607743507 0.0396861136 2.373310e-04
[353,] 2.449874e-02 -0.0586525369 -0.0181241479 4.272858e-02
[354,] 7.689815e-02 -0.0458255100 0.0247722710 -7.959327e-03
[355,] 1.640980e-02 -0.0504225558 0.0449671323 3.676814e-02
[356,] 9.353721e-02 -0.0229263925 -0.0135267936 8.354114e-03
[357,] -3.689108e-02 -0.0227923249 0.0066489454 9.916211e-04
[358,] 2.488384e-02 -0.0122396848 0.0145143641 2.880768e-02
[359,] -5.511597e-02 0.0808688876 0.0035684804 -1.291287e-02
[360,] -1.972733e-02 -0.0049377807 -0.0206406895 4.744830e-02
[361,] 3.424465e-02 -0.0272956044 0.0347424870 -2.931558e-02
[362,] -1.105433e-02 -0.1700910743 -0.0202928660 -1.025185e-02
[363,] 8.691016e-03 -0.0175846416 -0.0367218842 4.656803e-02
[364,] -4.377152e-02 0.0412086850 -0.0441454666 3.532102e-02
[365,] 2.148301e-02 0.0042943153 0.0428104557 -2.761660e-03
[366,] 8.624731e-02 0.0718434530 0.0122754476 3.936086e-02
[367,] -4.018804e-02 0.0082212268 0.0354323423 1.924197e-02
[368,] -4.076657e-02 0.0135894395 -0.0415660451 -7.123005e-03
[369,] -5.311748e-02 0.0029930548 0.0067671773 -1.922860e-02
[370,] 1.879067e-02 -0.0907549698 -0.0176514762 4.412840e-02
[371,] 5.453980e-02 0.0512147429 0.0352077622 -9.273030e-03
[372,] -3.375586e-02 0.0568991501 0.0087680588 -3.714797e-02
[373,] 2.590451e-04 0.0343916939 0.0100557111 3.580537e-02
[374,] 1.219185e-02 -0.0139032999 -0.0007965690 -5.999565e-03
[375,] 4.508044e-03 -0.0069793731 -0.0350550086 -4.960917e-02
[376,] 1.088526e-02 -0.0628552034 0.0352043369 1.275689e-02
[377,] 2.985958e-02 0.1695111616 0.0413626346 -2.585223e-02
[378,] -8.947747e-04 0.0096062891 0.0474896057 1.568691e-03
[379,] 4.452864e-02 0.0179044054 -0.0146845745 -4.368923e-02
[380,] 9.571056e-04 0.0692491871 0.0029962464 1.261075e-02
[381,] -1.841471e-03 -0.0382124949 -0.0118940171 -2.684750e-02
[382,] 4.260958e-02 -0.0132813775 -0.0057540632 1.783000e-02
[383,] -9.178835e-02 -0.0692697486 0.0433069565 1.326086e-02
[384,] 2.477998e-02 -0.0108709179 0.0295455373 -2.311042e-02
[385,] -2.587868e-02 -0.0738058648 -0.0081673841 3.585637e-03
[386,] 6.237149e-04 0.0429677926 0.0197250538 4.584475e-02
[387,] -3.949603e-02 -0.0753616226 -0.0481102572 4.775296e-02
[388,] 4.136953e-02 0.0440436944 -0.0428442385 2.632138e-02
[389,] 2.197393e-02 -0.0265748284 0.0419590012 1.815300e-02
[390,] -5.052371e-02 -0.0573452799 -0.0256658989 3.002288e-02
[391,] -3.969074e-02 0.0373011681 0.0331213008 -3.321662e-02
[392,] 5.078227e-02 0.0068489537 -0.0220505642 -2.429635e-02
[393,] -8.551682e-02 0.0027115693 0.0083149213 -4.643423e-02
[394,] -3.789645e-02 0.0056182304 -0.0470269046 2.772823e-02
[395,] -1.650206e-01 -0.1121503648 -0.0152163203 3.215756e-02
[396,] -4.282581e-02 -0.0844019026 -0.0056026035 -2.509775e-02
[397,] -6.858984e-04 0.0272156999 0.0371157217 3.746819e-02
[398,] -1.488111e-02 0.0383183848 -0.0243327928 -5.774450e-03
[399,] 7.731078e-02 -0.0257193842 -0.0369046323 3.669394e-02
[400,] 4.094989e-02 0.0195845215 -0.0061490046 -4.278440e-02
[401,] 1.252576e-03 0.0159202769 -0.0161266230 3.312827e-02
[402,] 3.929974e-02 -0.0758736885 -0.0419629733 3.480870e-02
[403,] 2.101576e-02 -0.0240003519 -0.0112595688 4.517066e-03
[404,] 3.089876e-02 0.0429115483 -0.0211083404 3.259323e-02
[405,] 2.614389e-02 -0.0995019307 0.0259359261 6.140062e-03
[406,] -2.914742e-02 0.0275512040 0.0152586351 6.871398e-03
[407,] -5.637183e-02 -0.0769277206 0.0116773072 8.283049e-03
[408,] -4.351764e-03 -0.0045952212 -0.0065048020 -4.272182e-02
[409,] 6.896340e-03 -0.0512777644 0.0179157026 -3.506237e-02
[410,] 2.760110e-02 -0.0449292607 -0.0031230176 -3.435429e-02
[411,] 6.684048e-02 0.0123687012 -0.0287286573 -4.582167e-02
[412,] -6.746987e-03 0.0509058811 -0.0031389111 -9.748809e-03
[413,] 1.279353e-01 0.0313095257 0.0184907604 -6.225237e-03
[414,] 6.966387e-02 -0.0208219469 -0.0127181826 3.075140e-02
[415,] -1.629155e-02 0.0061301627 0.0372422707 -3.844131e-02
[416,] -2.911924e-02 -0.0311013554 0.0363538086 -1.335356e-02
[417,] 1.230232e-02 -0.0590458726 0.0394843455 1.999513e-02
[418,] -2.388198e-02 -0.0337288462 -0.0139343650 -6.788564e-03
[419,] 4.076062e-03 0.0031184903 -0.0427481964 9.624885e-03
[420,] -9.165345e-02 0.0280655097 -0.0043362172 -1.619587e-02
[421,] -2.556698e-02 0.0078690882 0.0216487118 -4.604555e-04
[422,] 4.695572e-02 -0.0073154801 -0.0218228660 4.356874e-02
[423,] 8.183120e-02 0.0609156151 -0.0265696646 1.207482e-02
[424,] 2.382119e-02 -0.0073094724 -0.0153152140 3.267669e-02
[425,] -3.162997e-02 -0.0781111519 0.0240669048 4.298283e-02
[426,] -3.586918e-02 0.0254531151 -0.0479992438 -2.674906e-02
[427,] 2.113647e-02 0.0263089441 0.0268488124 -3.711060e-02
[428,] -3.793087e-02 0.0460609592 0.0361925531 -3.249376e-02
[429,] -8.070501e-02 0.0721301869 -0.0293889726 -3.923906e-02
[430,] -7.099648e-02 -0.0456536463 -0.0367410393 -4.612867e-02
[431,] 8.624178e-02 0.0136535511 0.0360360937 -2.274528e-02
[432,] -1.369584e-03 0.0814140102 -0.0193466131 -1.155318e-02
[433,] -5.054666e-02 0.0846303228 0.0431824336 -6.364610e-03
[434,] 4.559870e-02 0.0811787196 -0.0083980166 -3.271684e-02
[435,] 4.685641e-02 0.0722961504 0.0496134483 -4.829591e-02
[436,] -3.469604e-03 0.0156234676 0.0119335725 4.558974e-02
[437,] -8.168719e-02 0.0127303921 -0.0042821056 1.365981e-02
[438,] 3.933644e-03 -0.0101486601 -0.0032072415 3.167697e-02
[439,] 2.968971e-02 0.0465262793 -0.0033494647 3.570986e-02
[440,] -7.764193e-03 -0.0739633397 0.0422275277 -3.108126e-02
one_doublet_diff_var_clust() works
Code
one_doublet_diff_var_clust(n = 260, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.1317765422 -0.1483002149 1.871237e-02 0.9845086 -0.028544231
[2,] 0.9357841357 0.0982768953 -3.547263e-02 0.9438558 -0.060119225
[3,] 0.8707943669 0.0156954161 -1.349005e-01 0.9156110 -0.053858358
[4,] 1.1284811921 -0.0194780626 3.035447e-02 1.0569884 0.142141998
[5,] 1.0377501009 0.2240593572 -5.370062e-02 1.0519325 0.051443491
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[210,] 0.0260949588 -0.0365888576
[211,] -0.0234771331 -0.0378751034
[212,] 0.0248285655 0.0173874496
[213,] -0.0424153037 -0.0144369666
[214,] 0.0368149740 0.0013964461
[215,] 0.0158439272 -0.0065095756
[216,] -0.0489428563 -0.0154371189
[217,] 0.0359202764 0.0205982878
[218,] 0.0410000905 -0.0490510972
[219,] 0.0126812249 -0.0235588013
[220,] -0.0448643980 -0.0341321403
[221,] 0.0409048510 -0.0424694882
[222,] -0.0018212875 -0.0179490892
[223,] -0.0184167661 -0.0459785547
[224,] -0.0049897156 -0.0467753241
[225,] 0.0364817734 -0.0316062534
[226,] -0.0420345180 -0.0082247943
[227,] 0.0223294745 0.0436428855
[228,] -0.0290742344 0.0070202729
[229,] 0.0419317768 0.0350345672
[230,] -0.0379528061 -0.0362442485
[231,] 0.0062474437 0.0112071644
[232,] 0.0204189867 0.0069599938
[233,] 0.0149722386 -0.0369332420
[234,] -0.0045026269 -0.0312849601
[235,] -0.0433678795 0.0026933589
[236,] 0.0407109458 0.0496922571
[237,] -0.0329637993 0.0188901837
[238,] 0.0337952730 -0.0049995567
[239,] -0.0004645721 -0.0479558591
[240,] 0.0216316602 0.0137609691
[241,] 0.0439910822 -0.0396187312
[242,] -0.0281893408 -0.0390531181
[243,] -0.0483460100 0.0456817744
[244,] -0.0337764774 0.0473073791
[245,] -0.0083785767 -0.0404143228
[246,] -0.0436409210 -0.0440361188
[247,] -0.0470512570 -0.0402761372
[248,] -0.0405179870 0.0201920262
[249,] -0.0304588867 -0.0235004636
[250,] -0.0076829123 0.0478643789
[251,] 0.0194542199 0.0419275230
[252,] 0.0483425215 -0.0079679708
[253,] -0.0492780290 -0.0010335822
[254,] 0.0050210585 -0.0182170368
[255,] 0.0388071269 -0.0210830736
[256,] -0.0117742238 0.0155000255
[257,] -0.0032593460 0.0208742636
[258,] 0.0230332233 0.0400675218
[259,] 0.0281853233 0.0446395343
[260,] 0.0473023058 0.0080823909
one_doublet_diff_patterns() works
Code
one_doublet_diff_patterns(n = 280, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 2.1038877 1.949893520 0.8370647323 1.9633601 0.876596117
[2,] 1.5203556 1.959325347 1.3712397847 1.8909185 1.377326036
[3,] 2.3467111 1.498528344 1.8288485692 1.5616807 1.770431630
[4,] 1.3931543 1.719165280 1.7104157376 1.7455086 1.681867301
[5,] 2.5086630 1.333724370 1.9241947842 1.3792628 1.936860953
[6,] 0.8530140 1.968421667 1.0161710932 2.0377927 0.980827612
[7,] 0.9417617 1.985351050 0.8956759315 1.9611208 0.885765448
[8,] 0.8329731 1.826403429 1.5386106856 1.8777713 1.504497388
[9,] 0.7763939 1.941097714 1.2708318849 1.9432878 1.244251396
[10,] 1.3610446 1.927531549 1.3919955920 1.8601341 1.413211393
[11,] 1.7059659 1.819325918 1.5673289183 1.8132265 1.564594152
[12,] 1.9014199 1.791926205 1.6274614128 1.7944098 1.597962520
[13,] 2.0472274 1.330597932 1.9376583578 1.2473812 1.946691297
[14,] 1.7027824 1.519424755 1.8843771329 1.4740385 1.858895714
[15,] 0.6395341 1.950719719 1.2815720438 1.9176207 1.247982809
[16,] 1.6054730 1.948985819 1.3386083609 1.9588610 1.358495265
[17,] 2.5227418 1.677944939 1.7243987995 1.6344452 1.728860175
[18,] 1.8336565 1.840711711 1.5755490866 1.8749568 1.564490177
[19,] 1.0973256 1.906738756 0.7144789014 1.9368111 0.689294562
[20,] 1.1425258 2.014658134 0.7852858099 1.9770396 0.797268667
[21,] 1.0376348 1.877630784 1.2750855898 1.9272856 1.265970816
[22,] 0.6821090 1.977421449 0.7995646251 1.9782373 0.875401629
[23,] 1.9313158 1.897826805 1.5499263582 1.8826857 1.501875652
[24,] 2.1137735 1.238246065 1.9743647224 1.2591670 2.020000511
[25,] 1.9368937 1.932257684 1.3227629413 1.9026509 1.308060102
[26,] 0.2006140 1.986879555 0.8363694426 1.9514455 0.827458274
[27,] 1.6822845 1.807890934 1.5140860394 1.8300458 1.531566636
[28,] 1.9920517 1.305135698 1.9736728218 1.3031409 1.926955896
[29,] 2.4144069 1.643139432 1.7232857065 1.6499795 1.738047625
[30,] 1.4925030 1.965037607 1.1928768195 2.0440731 1.290373417
[31,] 1.6776090 1.987391520 1.2789221782 1.9539088 1.224199681
[32,] 1.1940260 1.468693278 1.8922186865 1.4767802 1.875850009
[33,] 1.7114409 1.744004253 1.6860884001 1.7378992 1.686604710
[34,] 2.0988950 1.310948854 1.9092590532 1.3612519 1.892603097
[35,] 1.3700024 1.898195620 1.3429188408 1.9578919 1.355812466
[36,] 1.5660831 1.186273664 1.9706041860 1.1864766 2.003550661
[37,] 0.9719043 1.941999542 1.2334574434 1.9477182 1.312714005
[38,] 1.6739431 1.480261906 1.8591384587 1.5585006 1.867127447
[39,] 1.9368125 1.974915193 0.9923994615 2.0036265 0.973293869
[40,] 2.7262552 1.426029592 1.9057899344 1.4335986 1.919122864
[41,] 0.4162237 1.979584317 0.8377854506 1.9957584 0.884255999
[42,] 1.3733552 1.606260258 1.8267699299 1.5792307 1.824091497
[43,] 2.3943359 1.447523664 1.9261789614 1.4095870 1.882668211
[44,] 1.2646303 1.884172380 1.4651462966 1.8753217 1.435285060
[45,] 1.1447310 1.822954076 1.5781125125 1.7969723 1.634297713
[46,] 1.3178587 1.774618671 1.5668902454 1.8149520 1.580620122
[47,] 1.7973169 1.356199702 1.9284646439 1.3666624 1.942037331
[48,] 0.7916726 1.901521836 1.3713674774 1.9417732 1.348490731
[49,] 1.0283335 1.952492127 1.2975473428 1.9863488 1.269039342
[50,] 2.0163716 1.954315163 1.3593598975 1.9545585 1.371706356
[51,] 0.3530866 1.971238220 1.2706681101 1.9493067 1.309685526
[52,] 1.4257166 1.960786936 0.7777995216 1.9595258 0.777098736
[53,] 1.5369033 1.817641058 1.3881735003 1.8783845 1.462434992
[54,] 1.7493475 1.509344222 1.9052784464 1.5444348 1.882717763
[55,] 2.8239409 1.873643026 1.4547294506 1.9251547 1.401530098
[56,] 0.2713804 1.976188853 0.7663693252 1.9802860 0.852429315
[57,] 2.3150684 1.470539215 1.9189214933 1.5425189 1.875625025
[58,] 1.2841234 1.969651053 0.8702597942 2.0111654 0.874891380
[59,] 0.8331755 1.987065229 0.8613111400 2.0390152 0.873833922
[60,] 0.9493377 1.967275577 0.7173742930 1.9375195 0.690451823
[61,] 1.0982744 1.795890002 1.5970318655 1.7179963 1.630073356
[62,] 2.3395756 1.442280141 1.8934593100 1.4368005 1.898218122
[63,] 1.2622265 1.489082259 1.8591556887 1.4596300 1.870446868
[64,] 1.9663918 1.468060254 1.9192484437 1.4612608 1.843976747
[65,] 0.8714291 1.938581473 1.2563445292 1.9581705 1.325342537
[66,] 1.3816456 2.010465196 1.3162389778 1.9347838 1.299322622
[67,] 1.4490378 2.023356345 1.1251826204 1.9307399 1.108487325
[68,] 1.3110271 1.990721189 0.7463922422 1.9916990 0.869244172
[69,] 1.8475314 1.900357269 1.3504603932 1.9597392 1.327538354
[70,] 2.7970820 1.302311443 1.9128988832 1.3006038 1.989008070
[71,] 1.6928508 1.697818582 1.6882852523 1.6743013 1.704714292
[72,] 0.5994566 1.940531798 1.1513085792 2.0201088 1.137751348
[73,] 1.4040332 1.812162810 1.6109965291 1.7417552 1.660507478
[74,] 2.0061678 1.989082558 1.1270484285 2.0205518 1.065501567
[75,] 0.9878595 1.955137202 0.9591650730 2.0294117 0.964246992
[76,] 0.8305869 1.940381535 0.8276713285 1.9910808 0.832417054
[77,] 1.2649681 1.974646950 1.1274200164 1.9924903 1.214572658
[78,] 2.5084737 1.356892319 1.9710855985 1.3718711 1.967450574
[79,] 1.2843548 1.490391210 1.8852502453 1.4502484 1.805884319
[80,] 1.6702719 1.518277562 1.8615504849 1.6016116 1.822651823
[81,] 0.9407211 1.603743859 1.7801664919 1.5891875 1.819951500
[82,] 2.2204314 1.361262850 1.9266511557 1.3655423 1.903977591
[83,] 1.8353584 1.341014732 1.9339113001 1.3069186 1.945707622
[84,] 1.6398266 2.000827015 1.1623576377 1.9994301 1.113409738
[85,] 0.4566645 1.959374959 0.7726303899 1.9840540 0.715750485
[86,] 2.0585798 2.018261639 0.8814555036 1.9544242 0.930798003
[87,] 1.6795787 2.011148865 0.8733873302 2.0056608 0.871605311
[88,] 1.8280268 1.431467478 1.8942278239 1.4590051 1.874366881
[89,] 2.4076620 1.367618670 1.8886070500 1.3917415 1.893984612
[90,] 1.8273229 2.012973541 1.2688441413 1.9850822 1.304366843
[91,] 0.4846472 1.978032362 1.0543055038 2.0109339 1.017372583
[92,] 0.9345498 1.933529404 1.4240142014 1.8677354 1.420913048
[93,] 1.3017453 1.788522859 1.6506943051 1.7614579 1.543630444
[94,] 1.6039918 1.857701724 1.5431062481 1.8078883 1.525824996
[95,] 0.4585791 1.988226173 0.8749886070 1.9806975 0.950005220
[96,] 0.4310037 1.543837377 1.8250788611 1.5298673 1.872776210
[97,] 1.2315967 1.968169806 1.2629555543 1.9044304 1.297475646
[98,] 1.3358662 1.720412463 1.6667520943 1.7447093 1.717910368
[99,] 0.8556348 1.999802235 1.1106755737 2.0024532 1.068880121
[100,] 2.8760111 1.335116253 1.9226827128 1.3694749 1.939123094
[101,] 1.0295713 -0.105171460 -0.0353280279 1.0335185 0.104624777
[102,] 0.8603062 0.191776234 -0.0167572179 0.9382841 -0.040481858
[103,] 1.1138490 0.029677986 -0.0590774115 1.0247192 0.118468596
[104,] 0.9497325 0.073693306 -0.0448891453 0.8720442 0.111224225
[105,] 1.1303954 -0.038158683 -0.0662472260 0.9748870 -0.081941950
[106,] 0.9164607 -0.082880641 -0.0734172544 0.9652929 0.056165006
[107,] 1.0061287 0.002733350 -0.0664028835 0.9650372 -0.025240797
[108,] 0.8170236 -0.115127983 0.0459073689 0.9414421 -0.023602323
[109,] 1.1595665 -0.002283093 -0.0705466119 0.9080289 0.012985558
[110,] 1.0832401 0.108069895 0.0047760096 1.0388680 -0.007163589
[111,] 1.0337454 0.197790024 0.0104131732 0.9182228 -0.075953175
[112,] 0.9069642 -0.117257231 0.1039639846 0.9611616 -0.102487122
[113,] 0.8949918 0.097300032 -0.0976638785 0.9799865 -0.070072680
[114,] 1.1128226 0.021801531 0.0527429519 1.0396157 -0.114341615
[115,] 1.1372650 -0.063736891 0.0930907954 1.0221048 -0.005418827
[116,] 0.8021875 0.123851217 0.0021240689 1.0732107 0.083650406
[117,] 1.0855269 -0.107723648 -0.0185730966 0.9786449 0.058721058
[118,] 0.9443912 0.022498175 0.0078456017 0.9788042 0.037998199
[119,] 1.0815059 -0.127947222 0.0001072736 0.9661827 -0.060646130
[120,] 0.9631313 -0.013013328 0.0814647704 0.9914100 0.001781901
[121,] 0.9348412 -0.010996700 0.0042463646 1.0277618 -0.069912055
[122,] 0.9539992 0.070349552 0.0780313389 1.0562616 -0.145347554
[123,] 1.1123532 -0.045454169 -0.0286550957 1.0033766 0.048336028
[124,] 0.9778134 0.027003585 0.0454745382 1.0265079 -0.072469542
[125,] 1.0040107 -0.034358831 -0.0341952166 0.9225272 0.031493069
[126,] 1.1176822 -0.023238675 0.0196398411 1.0717759 0.050573966
[127,] 0.9899544 0.178968245 -0.0114102606 0.9892747 0.100789058
[128,] 0.9466786 0.084887981 -0.0260225247 0.9750309 -0.128801020
[129,] 1.1986335 0.067883009 0.0045671007 0.9990989 -0.001116398
[130,] 1.0692657 -0.226340636 0.0293043756 1.0725382 -0.003328921
[131,] 1.0807445 0.035258025 -0.0388331548 0.9565686 -0.073293364
[132,] 0.9409403 -0.054969221 0.0090498504 1.0007228 0.052546560
[133,] 1.1866884 0.055067074 -0.0290790988 0.9733568 -0.117430198
[134,] 1.1745485 -0.054614672 0.0697401456 1.0220704 0.098390799
[135,] 1.0787538 0.043183518 0.1020452270 1.0157588 0.116321549
[136,] 0.8884647 0.082989562 -0.0322029523 0.9854018 -0.041370592
[137,] 1.0093222 -0.036555839 -0.0381058595 1.0201257 0.085416157
[138,] 0.9403524 0.164595504 -0.0380164952 0.9738128 -0.033487312
[139,] 0.8368158 0.148069348 0.0103979517 0.9632188 -0.063084786
[140,] 1.1131235 -0.063000061 -0.0255849747 0.9590759 -0.048622520
[141,] 0.9419123 -0.080357023 -0.0897405091 0.9933636 0.039354893
[142,] 1.0910977 0.096293589 -0.0055142838 1.1341491 -0.041836515
[143,] 1.0220732 0.099337980 -0.0162600537 0.9770866 -0.077238128
[144,] 0.9968143 -0.002204965 -0.0225257575 1.0478920 -0.056793249
[145,] 1.1831025 -0.078028400 -0.0391657587 0.9652658 -0.050632602
[146,] 1.2064856 0.001793745 -0.0217232765 1.0203586 0.014980909
[147,] 0.9598781 0.082257635 0.0673924524 0.9945970 0.046513515
[148,] 0.9457736 -0.018443627 -0.0957843719 0.9539215 0.116492565
[149,] 0.8714984 0.120670914 0.0490982295 0.9923607 -0.096384663
[150,] 0.9578335 -0.057949907 0.0066570915 0.9537452 0.027096952
[151,] 1.0557195 0.033796257 -0.0075691698 1.0769019 -0.021739915
[152,] 1.0281727 0.027422506 -0.0886940170 1.0002826 0.082401361
[153,] 1.0763525 0.137300937 -0.0150213988 1.0792769 -0.095417621
[154,] 1.0847076 0.081394337 -0.0321030296 1.0433110 0.168073920
[155,] 1.1618787 -0.021090029 0.0413239964 1.0294704 0.082148261
[156,] 0.8893433 0.105952782 -0.0154900790 1.0794280 0.039207957
[157,] 0.9086348 0.066486828 -0.0235732039 1.0462829 0.118334606
[158,] 0.9754730 -0.051050644 0.0714927987 0.9916199 0.049357902
[159,] 1.0523220 -0.025736388 0.1027193665 0.9317604 0.045682619
[160,] 0.9944705 0.058442226 -0.0265793872 0.9654115 0.014180592
[161,] 1.1951675 0.045190744 -0.0432502859 0.9395781 -0.043845792
[162,] 1.0810230 -0.055957995 0.0832728564 0.9649188 -0.037482835
[163,] 1.1967887 -0.010029216 -0.0189999723 1.0170558 -0.052825532
[164,] 0.9713943 0.058515580 0.0019744348 1.0598635 0.135890875
[165,] 0.8585071 -0.164017015 0.0388403186 1.0906757 -0.104680920
[166,] 0.9482593 -0.016196410 0.0163657743 1.0374028 -0.055415184
[167,] 1.0916609 -0.051320568 -0.0033659421 0.9821174 -0.135681260
[168,] 0.8950525 0.045760476 -0.0152232521 1.0282110 -0.031638483
[169,] 0.8880903 -0.046521786 -0.0119679804 1.0648172 0.002947633
[170,] 1.0372583 -0.162265890 0.0640991243 1.0871422 0.030103081
[171,] 0.8676563 0.023174561 0.0178967734 0.9785613 -0.027676850
[172,] 1.0012623 -0.046408809 0.0026717910 1.0628847 0.115404619
[173,] 0.9583067 0.044399123 0.0563919600 1.0538602 -0.158555002
[174,] 1.1217738 0.144253940 0.0499017066 1.0428158 0.115779564
[175,] 1.0316285 0.113398677 -0.0861113082 0.9497711 0.049135456
[176,] 0.9201890 0.112415929 0.0462317388 0.9821369 -0.016390046
[177,] 1.0740749 0.057925082 0.0355506799 1.0005129 0.032323836
[178,] 0.9181147 0.161223343 -0.0120716941 1.1048912 -0.067227977
[179,] 0.9884051 -0.006034474 -0.1014445929 1.0240024 -0.154183248
[180,] 0.8210712 -0.209744033 0.0007371534 1.0011530 -0.108768030
[181,] 1.0403147 0.003401090 0.0160452091 1.0152135 0.045947178
[182,] 1.0874848 0.027474812 0.0037253682 1.0438513 0.074805277
[183,] 0.9455090 -0.050081322 -0.0220138545 0.9976625 -0.080652704
[184,] 1.0024359 -0.025145517 0.0194712994 0.9787344 0.042666569
[185,] 1.1175978 0.005937553 0.0049171078 0.9760061 0.056938566
[186,] 0.9533464 -0.035749542 -0.0178211495 0.9631380 -0.031052088
[187,] 1.0538400 -0.116496474 0.0017256107 0.9518304 0.044455950
[188,] 1.1036917 0.075554151 -0.0682144882 1.0099985 -0.029323311
[189,] 1.1339991 0.004717435 -0.0030500674 0.9462014 -0.138621197
[190,] 0.9655085 -0.076772895 0.0002898123 1.0270115 -0.023323958
[191,] 0.9209682 0.017380601 0.0915321300 1.0376901 -0.004848524
[192,] 0.8569837 -0.085771940 -0.0159002543 0.9423040 -0.059800772
[193,] 1.1732144 -0.040119851 -0.0022963561 0.9832236 -0.070033618
[194,] 1.0642672 -0.003647224 -0.0094252199 1.0388531 0.043327322
[195,] 1.0509593 -0.083432311 -0.0985314511 0.9471570 0.160981660
[196,] 1.0825930 0.135441037 -0.0072714390 1.0326160 0.068725959
[197,] 1.0315196 0.070881002 -0.0733518681 1.0171077 0.099003229
[198,] 1.0967116 -0.011351644 -0.0601380523 0.9512852 0.045863638
[199,] 0.9879400 -0.006740236 -0.0128249635 0.9769773 0.088938872
[200,] 0.9387290 0.055375785 0.0625263926 1.0326199 0.033670259
[201,] 0.8249983 0.855637723 0.7922590273 1.4096067 0.740447532
[202,] 1.3890239 0.931604943 0.7916973441 1.4268805 0.801244188
[203,] 1.3791768 1.011324772 0.6200445117 1.4552387 0.575453159
[204,] 1.2221423 1.017800722 0.6983858008 1.4495010 0.703023902
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[188,] -0.0326784404 0.0294949796
[189,] 0.0455379512 0.0110553084
[190,] -0.0499772821 0.0262873297
[191,] -0.0437572394 -0.0314176156
[192,] -0.0062586597 0.0158012614
[193,] -0.0418643608 0.0262837694
[194,] -0.0069489339 -0.0217623967
[195,] 0.0339158484 0.0038438009
[196,] -0.0317557107 0.0155189174
[197,] -0.0128289046 0.0456843108
[198,] 0.0246583794 0.0145668716
[199,] -0.0180123232 0.0287363789
[200,] 0.0010364423 -0.0321800623
[201,] 0.0129617736 -0.0109875435
[202,] 0.0408535262 0.0455657405
[203,] 0.0258155829 0.0356016677
[204,] 0.0149191712 0.0310304713
[205,] -0.0016496450 0.0220981674
[206,] -0.0083352105 0.0274203414
[207,] 0.0103411264 -0.0374311716
[208,] 0.0080377927 -0.0145631676
[209,] -0.0443668629 -0.0355459657
[210,] 0.0219013790 -0.0249199383
[211,] 0.0490721519 -0.0216250650
[212,] 0.0441606031 -0.0395273506
[213,] 0.0259045374 0.0445284489
[214,] -0.0482428594 -0.0240792473
[215,] 0.0078792289 -0.0476016611
[216,] -0.0227460746 0.0256366466
[217,] 0.0017469020 0.0189964749
[218,] -0.0329119340 0.0491065378
[219,] 0.0343143662 0.0125994859
[220,] -0.0353285314 -0.0494275816
[221,] -0.0064196527 -0.0438896207
[222,] -0.0005890851 0.0076060243
[223,] -0.0027684848 -0.0078412414
[224,] -0.0143858957 -0.0349421915
[225,] 0.0185303223 -0.0093177984
[226,] 0.0393162724 -0.0222466848
[227,] 0.0120940553 -0.0413846310
[228,] 0.0357871338 0.0348230249
[229,] 0.0470833063 0.0360941061
[230,] 0.0357265641 0.0033254033
[231,] 0.0429384681 0.0325340453
[232,] -0.0166189628 -0.0146665346
[233,] 0.0317477209 -0.0300606762
[234,] -0.0207415150 0.0113387199
[235,] -0.0002745895 -0.0291695634
[236,] 0.0255175986 -0.0066560911
[237,] -0.0149377501 -0.0042531942
[238,] -0.0318610223 0.0109131378
[239,] 0.0077321230 -0.0304217237
[240,] 0.0266075118 -0.0269176986
[241,] 0.0406412404 0.0139071640
[242,] 0.0497058129 0.0385229187
[243,] 0.0441625820 -0.0152753080
[244,] -0.0089408343 -0.0191092876
[245,] 0.0427078248 -0.0250954545
[246,] 0.0055441556 -0.0190646684
[247,] 0.0125042493 -0.0055405849
[248,] -0.0335080147 -0.0020905415
[249,] 0.0339469881 0.0394157829
[250,] 0.0129014915 -0.0494774188
[251,] 0.0291437795 -0.0001870961
[252,] -0.0438796102 -0.0175121635
[253,] 0.0187477973 -0.0418382649
[254,] 0.0383912085 0.0432340967
[255,] -0.0340788482 -0.0157478331
[256,] -0.0264987826 -0.0093796610
[257,] -0.0298156493 0.0136612603
[258,] -0.0479690613 -0.0287624908
[259,] -0.0101583027 -0.0005636300
[260,] 0.0064205265 0.0063055861
[261,] -0.0075299296 -0.0103280884
[262,] -0.0066663993 -0.0064708968
[263,] 0.0377902423 0.0351543184
[264,] -0.0063500284 -0.0416728820
[265,] -0.0122703316 0.0451601902
[266,] 0.0329873471 -0.0029709094
[267,] 0.0102135526 -0.0051107104
[268,] -0.0402751624 -0.0241624042
[269,] -0.0061085035 0.0236741525
[270,] 0.0069835515 0.0179073348
[271,] -0.0457361139 0.0383157364
[272,] -0.0087228555 -0.0471058927
[273,] 0.0469017626 0.0430979582
[274,] -0.0436039094 -0.0078416528
[275,] -0.0331367967 0.0025030698
[276,] -0.0458402229 0.0330888070
[277,] -0.0002402765 -0.0450921788
[278,] -0.0183316005 0.0360552000
[279,] 0.0280843832 -0.0452864875
[280,] 0.0070543081 -0.0321463319
two_doublets_parallel() works
Code
two_doublets_parallel(n = 440, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.0658882711 -0.0926876343 0.0187123705 0.9845085544 -1.784014e-02
[2,] 0.9678920678 0.0614230596 -0.0354726271 0.9438557806 -3.757452e-02
[3,] 0.9353971835 0.0098096350 -0.1349005364 0.9156109846 -3.366147e-02
[4,] 1.0642405960 -0.0121737891 0.0303544716 1.0569883750 8.883875e-02
[5,] 1.0188750504 0.1400370982 -0.0537006183 1.0519324939 3.215218e-02
[6,] 0.9922927986 -0.0553172705 -0.0138333916 0.9030271084 -7.004779e-03
[7,] 0.9233936957 0.0447180630 -0.0437017690 1.0850561605 7.626436e-02
[8,] 1.0195341513 0.0402151405 -0.0389320198 0.9804796977 3.025862e-02
[9,] 0.9767766182 -0.0029708373 -0.0058162517 0.9973787699 8.076702e-02
[10,] 1.1489619697 0.0239976742 0.0174046838 1.0133555679 -3.218875e-02
[11,] 1.0181044127 -0.0514076733 0.0088401015 0.9744679431 -1.209827e-01
[12,] 0.9989109605 0.0437659042 0.0172831652 0.9859045264 8.150367e-03
[13,] 1.0126909074 -0.0609457905 -0.0016421791 0.9791187314 -5.072925e-02
[14,] 0.9963823332 0.0069756782 0.0421497721 1.0376890194 3.081738e-02
[15,] 0.9745189835 -0.0414335896 -0.0328637523 0.9509658751 -2.154313e-04
[16,] 1.0190055730 0.0081284114 0.0943995987 1.0264624459 -3.173606e-02
[17,] 0.9844181664 0.0338646303 0.0491136114 1.0246518189 -1.052470e-01
[18,] 1.0170468702 0.0526947845 0.0238505011 0.9371883458 2.548023e-02
[19,] 1.0203979686 0.0506113735 -0.0659240582 1.0150712955 3.304580e-02
[20,] 1.0490068878 0.0842814429 0.0055959978 0.9310521855 2.749928e-03
[21,] 1.0668753664 -0.0028248202 0.0083108956 0.9453104325 -3.088456e-02
[22,] 0.9501489798 -0.0565672727 -0.0762335527 0.9769654927 5.639473e-02
[23,] 0.9924386628 -0.0219227720 0.0502481247 0.9795593066 -6.709795e-02
[24,] 0.9336180834 0.0903411412 -0.0093733278 1.0404867680 4.307539e-02
[25,] 1.0173825697 0.0034800095 -0.0729341362 1.0101760828 5.085669e-02
[26,] 1.0186122886 -0.0018301121 -0.0802251993 0.9646388137 4.273613e-03
[27,] 1.0055190741 0.0087584391 -0.0158246820 0.9167270966 1.391428e-02
[28,] 1.0067848143 0.0573456865 0.0038148198 1.0601146703 2.877952e-02
[29,] 0.9560745947 -0.0583115651 -0.0118292160 1.0296330187 -7.873384e-02
[30,] 1.0627289799 -0.0181647854 -0.0089913932 1.0160512648 1.298987e-01
[31,] 0.9902151618 -0.0858407160 0.0043055812 0.9683969858 -1.995495e-02
[32,] 0.9552263886 0.0294708627 -0.0282334080 1.0015473785 -2.110099e-02
[33,] 1.0181309187 -0.0094031884 -0.0468062924 1.0075350345 -1.036331e-01
[34,] 1.0333948979 0.0530385340 0.0113895858 1.0881939349 9.061329e-03
[35,] 1.0135448290 -0.0280024721 -0.0088934898 1.0599020043 3.223819e-02
[36,] 0.9787698696 0.1130664959 0.0347719260 0.9225677139 -7.162386e-02
[37,] 0.9891609240 0.0820531079 0.0352208162 1.0238995342 2.607411e-02
[38,] 1.0500154097 -0.0050552601 -0.0768814935 1.0260807624 -3.098548e-02
[39,] 1.0273361294 0.0476367021 0.0055878058 0.9288534938 4.579244e-02
[40,] 0.9561663762 0.0541729784 0.0910376219 0.9720850591 4.455207e-02
[41,] 0.9684581792 -0.0554606694 -0.0353281766 1.0250859971 1.950766e-02
[42,] 0.9375038468 -0.0531451202 0.0812420070 0.9300220227 -2.841471e-02
[43,] 1.0953090623 -0.0301178809 -0.0154594195 1.0796169179 -6.056773e-02
[44,] 1.0633670746 0.0043618660 0.0491024716 0.9712217777 -3.391997e-02
[45,] 0.9366509526 -0.0456492318 -0.0136014422 0.9331953772 -2.614927e-02
[46,] 1.0403640567 -0.1440496245 0.0890697558 0.9226314534 6.578627e-02
[47,] 0.9911135984 -0.0073935120 0.0266465669 0.9290395513 -7.958574e-02
[48,] 1.0549269211 -0.0375083402 0.0286157870 0.9263375356 6.911048e-02
[49,] 1.0164966096 -0.0234700700 0.0064847374 1.0339001688 1.090302e-02
[50,] 1.0352932989 0.0951455402 -0.0765512314 0.9968784021 -1.928685e-02
[51,] 1.1259379621 -0.0632394018 -0.0124055455 0.9592048821 5.348010e-02
[52,] 1.0120760019 0.0710563835 -0.0472597335 0.9570450187 -3.711598e-02
[53,] 1.0543861917 -0.1627563806 0.0433323037 0.9424974725 -5.402926e-02
[54,] 0.9697099925 0.0019603475 0.0239356034 1.0458659520 -2.364512e-02
[55,] 1.0574685674 -0.0393466260 -0.0163041911 1.0365507786 4.806090e-03
[56,] 0.9844137803 -0.0525648991 0.0121582302 1.0630534188 -4.674757e-02
[57,] 1.0087862647 -0.0065310537 0.0696281860 0.9530851757 5.311071e-02
[58,] 0.9279648592 -0.0109372832 -0.0245229880 1.0746758670 -8.137848e-02
[59,] 0.9499593662 -0.0330496008 -0.0099473054 0.9706005757 -5.424812e-02
[60,] 0.9945094567 0.0302401232 -0.0399240504 0.9179110470 -4.564382e-03
[61,] 1.0115589308 0.0203299410 -0.0384127135 1.0101642891 -4.297066e-02
[62,] 1.0270050551 0.0274065517 -0.0065132102 1.0315458345 -5.567803e-02
[63,] 1.0093597959 0.0493576298 -0.0266183932 0.9106630398 -1.156349e-02
[64,] 0.9820556504 0.0809974346 0.0035853299 1.0053537407 -3.888370e-02
[65,] 0.9370652380 -0.0207557859 0.0211504587 0.9240792516 -3.483160e-02
[66,] 1.0250850116 0.0232940068 -0.0266908834 1.0397527114 6.453957e-03
[67,] 1.0785038529 0.0046997946 -0.0221741578 0.9322002754 -1.473853e-02
[68,] 1.0284771585 0.0080229677 0.0444402861 1.0650981813 2.600877e-02
[69,] 1.0404026339 -0.0751120596 0.0352994293 0.9750084510 -6.674470e-03
[70,] 1.0330053084 0.0539979096 -0.0453114535 0.9913004234 -2.534002e-02
[71,] 0.9751550014 -0.1342892042 -0.0183319977 0.9484687815 -3.352329e-02
[72,] 0.9825913248 -0.0203078396 -0.0943852023 0.9810518887 3.200980e-02
[73,] 1.0414644552 0.0694048412 0.0554252647 1.0441696990 -2.465925e-02
[74,] 1.0145340556 -0.0183803388 0.0098863213 1.0164879688 8.594597e-02
[75,] 1.0585072110 -0.0063490057 -0.0484310271 0.9443063954 -7.293576e-02
[76,] 0.9365351159 0.0009034067 0.0018442532 0.9418466871 -1.300770e-02
[77,] 1.0136846150 -0.0504333384 -0.0522538698 0.9864914877 -2.311954e-02
[78,] 1.0040169273 -0.0022130705 0.0363173740 0.9944622299 -4.154417e-02
[79,] 1.0658775587 -0.0197629483 -0.0539093277 0.9916371636 -2.930613e-02
[80,] 1.0232348256 -0.0008822339 -0.1121298093 1.1308436567 5.036452e-02
[81,] 1.0402378595 0.0433553989 0.0061528767 0.9875508662 -8.505129e-02
[82,] 0.9295192994 0.0506698738 -0.0110237884 1.0641481260 -3.830492e-02
[83,] 1.0041255335 0.0030178219 0.0265046896 0.9928426661 2.736521e-02
[84,] 1.0164082005 -0.0736525513 -0.0425898773 1.0101857967 -7.034980e-02
[85,] 1.0071136621 -0.0934992146 0.0734217297 1.0059945335 9.491111e-02
[86,] 0.9590442605 -0.0551694164 -0.0083939307 0.9451687623 4.651686e-02
[87,] 0.9713365992 -0.0400024410 -0.0418014384 0.9695286895 9.029283e-02
[88,] 0.9823559201 -0.0765014644 0.0145909836 1.0538962754 2.790596e-02
[89,] 1.0975456650 -0.0405630732 0.0517393194 1.0072891433 1.989667e-02
[90,] 1.0828904029 -0.0254792436 0.0140645506 0.9871357463 3.628610e-02
[91,] 0.9577143669 -0.0123052397 -0.0021576581 1.0146515473 7.529326e-02
[92,] 0.9553775835 0.0554909590 0.0119842844 1.0104417030 7.520230e-03
[93,] 1.0502109024 -0.0067728763 0.0565867802 0.9299994298 -1.593114e-02
[94,] 0.9788859219 0.0076720829 -0.0177080151 0.9929209660 -6.747674e-02
[95,] 0.9555920002 0.0244722072 -0.0178308096 0.9811692920 7.581119e-02
[96,] 0.9740718329 -0.0700437849 -0.0170835878 0.9971783992 5.799540e-03
[97,] 0.9859763113 0.0139322112 -0.0151485451 1.0313699754 7.472601e-03
[98,] 0.9417436730 -0.0430195050 -0.0047807015 1.0240660247 -4.290861e-02
[99,] 0.9733529394 -0.0051093059 0.0045720577 1.0513185334 -4.294128e-02
[100,] 1.0635959930 0.0491631902 -0.0350863275 1.0495688098 -1.450890e-02
[101,] -0.0571742923 0.0278597261 0.0211226607 0.9924308302 1.076902e+00
[102,] 0.0640212715 0.0140863448 0.0171390660 0.9113059830 1.000283e+00
[103,] -0.0649834292 0.0381762398 0.0858130856 0.9849786012 1.079277e+00
[104,] 0.0107022107 0.0423537801 0.0508714609 0.9678969704 1.043311e+00
[105,] 0.0630513079 0.0809393650 -0.0131812683 1.0413239964 1.029470e+00
[106,] -0.0555264507 -0.0553283750 0.0662204890 0.9845099210 1.079428e+00
[107,] -0.0312484801 -0.0456825985 0.0415542675 0.9764267961 1.046283e+00
[108,] -0.0047672153 -0.0122634806 -0.0319066526 1.0714927987 9.916199e-01
[109,] -0.0651114171 0.0261610153 -0.0160852428 1.1027193665 9.317604e-01
[110,] 0.0557960323 -0.0027647388 0.0365263914 0.9734206128 9.654115e-01
[111,] -0.0490356900 0.0975837598 0.0282442153 0.9567497141 9.395781e-01
[112,] 0.0809507478 0.0405115001 -0.0349737469 1.0832728564 9.649188e-01
[113,] -0.0552625862 0.0983943383 -0.0062682601 0.9810000277 1.017056e+00
[114,] 0.0434489618 -0.0143028486 0.0365722375 1.0019744348 1.059863e+00
[115,] 0.0280899921 -0.0707464729 -0.1025106343 1.0388403186 1.090676e+00
[116,] -0.0152427880 -0.0258703679 -0.0101227565 1.0163657743 1.037403e+00
[117,] 0.0292548747 0.0458304420 -0.0320753547 0.9966340579 9.821174e-01
[118,] -0.1192368091 -0.0524737475 0.0286002978 0.9847767479 1.028211e+00
[119,] 0.0422027534 -0.0559548271 -0.0290761163 0.9880320196 1.064817e+00
[120,] -0.0595864306 0.0186291596 -0.1014161814 1.0640991243 1.087142e+00
[121,] -0.0164581286 -0.0661718583 0.0144841005 1.0178967734 9.785613e-01
[122,] 0.1133094914 0.0006311524 -0.0290055056 1.0026717910 1.062885e+00
[123,] -0.0530069505 -0.0208466554 0.0277494521 1.0563919600 1.053860e+00
[124,] 0.0678368918 0.0608869042 0.0901587125 1.0499017066 1.042816e+00
[125,] -0.0296208296 0.0158142529 0.0708741729 0.9138886918 9.497711e-01
[126,] -0.0427270511 -0.0399054752 0.0702599556 1.0462317388 9.821369e-01
[127,] -0.0467750075 0.0370374705 0.0362031765 1.0355506799 1.000513e+00
[128,] -0.0736101846 -0.0409426372 0.1007645894 0.9879283059 1.104891e+00
[129,] -0.0314946729 -0.0057974740 -0.0037715463 0.8985554071 1.024002e+00
[130,] -0.0537872534 -0.0894643958 -0.1310900208 1.0007371534 1.001153e+00
[131,] -0.0118627202 0.0201573346 0.0021256813 1.0160452091 1.015213e+00
[132,] 0.0578859551 0.0437423885 0.0171717574 1.0037253682 1.043851e+00
[133,] 0.0299538949 -0.0272454826 -0.0313008262 0.9779861455 9.976625e-01
[134,] -0.0274814577 0.0012179523 -0.0157159478 1.0194712994 9.787344e-01
[135,] 0.0016122621 0.0587989148 0.0037109705 1.0049171078 9.760061e-01
[136,] -0.0120593415 -0.0233267787 -0.0223434640 0.9821788505 9.631380e-01
[137,] 0.0477753356 0.0269199956 -0.0728102960 1.0017256107 9.518304e-01
[138,] 0.0202982148 0.0518458671 0.0472213441 0.9317855118 1.009999e+00
[139,] 0.0418858731 0.0669995448 0.0029483968 0.9969499326 9.462014e-01
[140,] 0.0179023942 -0.0172457637 -0.0479830596 1.0002898123 1.027011e+00
[141,] -0.0241294018 -0.0395159216 0.0108628754 1.0915321300 1.037690e+00
[142,] 0.0459049019 -0.0715081653 -0.0536074623 0.9840997457 9.423040e-01
[143,] 0.0095376237 0.0866071768 -0.0250749069 0.9977036439 9.832236e-01
[144,] -0.0292846953 0.0321335894 -0.0022795148 0.9905747801 1.038853e+00
[145,] 0.0085605270 0.0254796594 -0.0521451944 0.9014685489 9.471570e-01
[146,] -0.0002686145 0.0412965095 0.0846506481 0.9927285610 1.032616e+00
[147,] 0.0596362484 0.0157598181 0.0443006265 0.9266481319 1.017108e+00
[148,] -0.0203346481 0.0483558029 -0.0070947776 0.9398619477 9.512852e-01
[149,] -0.0508310550 -0.0060299762 -0.0042126478 0.9871750365 9.769773e-01
[150,] 0.0122649406 -0.0306354981 0.0346098657 1.0625263926 1.032620e+00
[151,] 0.0147856402 -0.0657321625 -0.0353280279 1.0335184963 1.065390e+00
[152,] -0.0698468925 0.1198601464 -0.0167572179 0.9382841295 9.746988e-01
[153,] 0.0569245206 0.0185487413 -0.0590774115 1.0247192433 1.074043e+00
[154,] -0.0251337345 0.0460583160 -0.0448891453 0.8720441916 1.069515e+00
[155,] 0.0651977205 -0.0238491770 -0.0662472260 0.9748870399 9.487863e-01
[156,] -0.0417696464 -0.0518004003 -0.0734172544 0.9652928892 1.035103e+00
[157,] 0.0030643583 0.0017083437 -0.0664028835 0.9650372014 9.842245e-01
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[145,] -1.960535e-02 2.942212e-02
[146,] 3.951513e-02 -3.754437e-02
[147,] -7.133929e-03 -2.983299e-02
[148,] -1.554116e-02 -3.208649e-02
[149,] -1.509837e-02 -3.582374e-02
[150,] 4.674644e-02 -3.356484e-02
[151,] 3.802849e-02 5.202081e-03
[152,] 1.329528e-02 -4.164380e-02
[153,] 1.688033e-03 -4.986158e-02
[154,] 4.140357e-02 -3.303750e-02
[155,] 4.796573e-02 -1.674488e-02
[156,] 4.823174e-02 3.820176e-02
[157,] 2.265575e-02 4.823943e-02
[158,] 2.223734e-02 -2.227337e-02
[159,] -1.340667e-02 3.918851e-02
[160,] 4.503626e-02 7.535540e-03
[161,] 1.555892e-02 2.928445e-02
[162,] -4.267013e-02 -4.262330e-02
[163,] -4.551060e-02 1.940888e-02
[164,] -2.725789e-02 -3.436033e-02
[165,] 2.564571e-02 8.874008e-03
[166,] 2.940576e-02 4.806041e-02
[167,] 1.264540e-02 3.250696e-02
[168,] -5.199313e-03 -4.793392e-02
[169,] -1.615337e-02 -2.705982e-02
[170,] 2.272708e-02 -2.294641e-02
[171,] -2.325471e-02 -2.475157e-02
[172,] -1.737484e-02 -4.091332e-02
[173,] -3.884875e-02 2.636307e-02
[174,] 1.577970e-02 -3.707086e-02
[175,] -1.044632e-02 4.934046e-02
[176,] 4.151015e-02 3.020017e-02
[177,] 4.124518e-02 1.710830e-02
[178,] 4.883116e-02 1.049301e-02
[179,] -4.520303e-02 2.895959e-02
[180,] 1.885831e-02 4.880447e-02
[181,] -1.565838e-02 -1.341214e-02
[182,] -3.468535e-03 2.896701e-02
[183,] -9.982414e-03 3.961627e-02
[184,] 1.372718e-02 -1.567197e-02
[185,] -3.535988e-02 -3.990664e-02
[186,] 1.825699e-02 -1.596459e-02
[187,] -4.290305e-02 -2.601154e-03
[188,] 7.883653e-04 -1.589849e-02
[189,] -2.194895e-02 -3.204094e-02
[190,] 7.728539e-03 -1.822942e-02
[191,] -4.115246e-02 -3.194135e-02
[192,] -4.364233e-02 -2.684375e-02
[193,] 4.331540e-02 1.177682e-02
[194,] 4.348191e-02 1.034079e-02
[195,] -3.401145e-02 7.192103e-03
[196,] 2.635403e-02 4.646279e-02
[197,] -1.762121e-02 -1.700235e-02
[198,] 1.149340e-03 1.032477e-02
[199,] -3.649064e-02 4.233528e-02
[200,] -1.293334e-02 2.891596e-02
[201,] -4.626569e-02 2.054203e-02
[202,] 4.094532e-02 3.522667e-02
[203,] 2.066980e-02 -4.039751e-02
[204,] 3.735524e-02 3.485312e-02
[205,] 4.679599e-03 -1.839143e-02
[206,] -3.684987e-02 -1.337670e-02
[207,] -4.618578e-02 -5.732843e-03
[208,] 3.450195e-02 -3.325185e-03
[209,] -4.649121e-02 3.497781e-02
[210,] -4.622673e-02 7.932949e-03
[211,] 3.998172e-02 -3.958132e-02
[212,] 9.060125e-03 -1.540686e-03
[213,] -2.118401e-02 3.696186e-03
[214,] 2.528893e-02 3.951893e-02
[215,] 2.609021e-02 -4.856660e-02
[216,] -3.600801e-02 -3.852654e-02
[217,] -2.704691e-02 1.748676e-02
[218,] 1.205310e-02 -7.032883e-03
[219,] 4.540843e-02 3.094817e-03
[220,] 4.707556e-03 -3.182288e-02
[221,] 1.266936e-02 2.697992e-02
[222,] 3.613230e-02 2.008177e-02
[223,] 1.017658e-02 -6.183843e-03
[224,] -4.052815e-02 -2.281124e-02
[225,] -8.319762e-03 -2.863418e-02
[226,] 2.025102e-02 1.217580e-02
[227,] -4.156543e-02 8.995745e-05
[228,] 2.960188e-02 7.126380e-03
[229,] -3.076121e-02 -1.366920e-02
[230,] -2.197538e-02 -4.399729e-02
[231,] 3.797009e-03 -8.902916e-03
[232,] -1.431572e-02 -2.369003e-02
[233,] 3.500501e-02 -2.951237e-02
[234,] 4.949184e-02 3.042569e-02
[235,] -4.528840e-02 3.975743e-02
[236,] -1.798125e-02 2.179799e-02
[237,] -5.896462e-03 2.524161e-02
[238,] 2.926722e-03 -4.755464e-02
[239,] 1.867602e-02 -1.883977e-03
[240,] -2.648487e-02 3.780152e-02
[241,] 5.979470e-03 3.606259e-02
[242,] 2.681580e-02 -1.358594e-02
[243,] 2.947602e-02 -4.139821e-02
[244,] 2.084386e-02 3.985675e-02
[245,] -6.135267e-03 -3.979193e-02
[246,] 4.860686e-02 -3.902515e-02
[247,] 8.526160e-03 4.970051e-02
[248,] 3.852358e-02 -4.700581e-02
[249,] 2.588625e-03 -2.477272e-03
[250,] -4.937727e-03 -6.573760e-03
[251,] 3.511474e-02 3.936618e-03
[252,] -4.666481e-02 -3.320384e-02
[253,] 8.280187e-03 -4.490469e-02
[254,] 5.277298e-03 1.732425e-02
[255,] -3.056925e-02 -3.596206e-02
[256,] 3.556058e-02 2.590233e-02
[257,] -2.910587e-02 2.343953e-02
[258,] -4.648017e-02 1.761191e-02
[259,] 2.590906e-03 2.121376e-03
[260,] 3.454482e-02 2.248024e-02
[261,] 1.937903e-02 -1.513695e-02
[262,] -4.925640e-02 -4.406645e-02
[263,] 3.827434e-02 -4.343080e-02
[264,] -9.110176e-03 4.466848e-02
[265,] 2.351658e-02 -3.439289e-02
[266,] 4.260990e-02 2.770390e-03
[267,] 3.938876e-02 -4.519468e-02
[268,] 1.900405e-02 4.547474e-02
[269,] -3.189067e-03 6.480742e-04
[270,] 3.206384e-02 2.818298e-02
[271,] 4.028630e-03 -1.158596e-02
[272,] -1.455291e-02 -9.449760e-03
[273,] 2.960272e-02 5.033878e-03
[274,] -2.317500e-02 -1.116829e-02
[275,] 2.112675e-02 -3.065750e-02
[276,] -4.456733e-02 -2.467961e-02
[277,] -3.288945e-02 3.476743e-02
[278,] 2.404918e-02 -4.461194e-02
[279,] 2.108035e-02 4.719409e-02
[280,] -4.985800e-02 3.437309e-03
[281,] 3.936743e-02 2.852127e-02
[282,] 4.566209e-02 -2.690442e-02
[283,] -2.412089e-02 4.731128e-03
[284,] -3.508522e-04 3.840417e-02
[285,] -4.792255e-02 -4.424751e-02
[286,] 4.830990e-02 1.791404e-03
[287,] -2.856428e-02 -2.416409e-02
[288,] 4.334439e-02 4.360275e-02
[289,] -4.498522e-02 -3.976721e-03
[290,] 4.042305e-02 -7.760951e-03
[291,] -2.995096e-02 2.004082e-02
[292,] -1.768263e-02 -4.444155e-02
[293,] 1.709553e-02 -3.567228e-02
[294,] 2.327907e-02 1.510794e-02
[295,] -2.256718e-02 -2.119714e-03
[296,] -1.610534e-02 2.708512e-03
[297,] -1.292132e-02 4.831475e-02
[298,] 2.104925e-02 -3.008064e-02
[299,] 2.646187e-02 6.293726e-03
[300,] -2.629314e-02 -3.298238e-02
[301,] -3.249809e-02 -1.216196e-02
[302,] -4.771828e-02 3.321876e-02
[303,] -1.626992e-02 -4.159006e-02
[304,] -1.957284e-02 4.896445e-02
[305,] -3.522750e-02 -2.241838e-02
[306,] -4.451063e-02 4.409930e-02
[307,] 4.868734e-02 -3.213430e-02
[308,] -2.619725e-02 -1.636688e-02
[309,] 2.336039e-02 4.705783e-02
[310,] 1.193719e-02 -4.073571e-02
[311,] 4.891113e-02 -2.250720e-02
[312,] -2.507591e-02 -1.838758e-02
[313,] -4.283678e-02 4.508945e-02
[314,] -4.971440e-02 -1.757336e-02
[315,] -3.452035e-02 -3.050184e-02
[316,] -2.349073e-02 8.356419e-03
[317,] -3.499106e-02 -2.831244e-02
[318,] -1.046752e-02 -4.016580e-02
[319,] 1.531784e-02 -3.752006e-02
[320,] 4.400262e-02 -4.630057e-02
[321,] -4.501182e-02 -3.108107e-03
[322,] -2.297514e-03 4.999503e-02
[323,] -6.313422e-03 -4.948660e-02
[324,] -4.661033e-03 2.245827e-02
[325,] -3.374673e-02 -4.879246e-02
[326,] 1.236783e-02 -4.176235e-02
[327,] 2.715105e-02 -2.603270e-02
[328,] -1.636648e-03 -3.783193e-02
[329,] 4.084933e-02 -2.322536e-02
[330,] 3.632377e-02 4.142688e-02
[331,] -4.464667e-02 7.648565e-03
[332,] -4.010965e-02 -3.980177e-02
[333,] -3.026773e-02 2.500121e-02
[334,] -4.629094e-02 2.832005e-02
[335,] 3.333877e-02 4.077038e-03
[336,] -4.599082e-02 -3.152505e-02
[337,] 1.025905e-03 -6.142911e-03
[338,] -3.636648e-02 -2.260720e-03
[339,] 3.697922e-02 2.329299e-02
[340,] -3.399615e-02 -2.202119e-02
[341,] -4.651800e-02 4.281568e-04
[342,] -1.956695e-02 -3.729669e-02
[343,] -3.272346e-02 1.123401e-02
[344,] -4.068187e-02 4.063642e-02
[345,] 1.803000e-02 -5.713388e-03
[346,] -3.607081e-02 -4.514421e-02
[347,] 8.032211e-03 4.413753e-02
[348,] -2.334687e-02 1.011146e-02
[349,] -2.084590e-02 -3.405253e-04
[350,] 3.959046e-02 2.649762e-02
[351,] -3.024604e-02 4.300353e-02
[352,] -8.425271e-03 1.657407e-02
[353,] -7.396350e-03 -3.811974e-02
[354,] 4.844934e-02 -8.427344e-03
[355,] -3.629581e-02 -3.923788e-02
[356,] -1.141054e-02 -4.513553e-02
[357,] -1.621169e-02 -2.712688e-02
[358,] -4.606609e-02 -4.219845e-02
[359,] 2.055136e-02 -2.674439e-02
[360,] -2.051978e-02 -2.875443e-02
[361,] 1.156350e-02 -3.006069e-02
[362,] -1.856508e-02 -1.201479e-02
[363,] 3.014196e-02 4.969343e-02
[364,] -4.361414e-02 3.909451e-02
[365,] 2.894434e-02 3.883196e-02
[366,] 4.163540e-03 -9.604111e-03
[367,] -5.779498e-03 3.839931e-03
[368,] 1.554938e-02 8.854502e-04
[369,] -4.599042e-02 4.931479e-03
[370,] 2.580703e-02 1.108193e-02
[371,] 3.004264e-03 2.413962e-02
[372,] -9.441247e-03 9.684349e-03
[373,] -1.469635e-02 2.301754e-02
[374,] -3.591929e-03 7.352879e-03
[375,] -1.952532e-02 1.300234e-02
[376,] 1.737907e-02 4.314955e-02
[377,] -9.610550e-03 1.446952e-02
[378,] -5.951400e-03 -2.043502e-02
[379,] 2.122803e-02 2.437965e-02
[380,] 3.605887e-02 9.860432e-03
[381,] 3.099774e-02 -2.387320e-02
[382,] 1.686863e-02 2.120722e-02
[383,] -3.361046e-02 -3.355478e-02
[384,] 4.903921e-02 -4.580561e-02
[385,] 4.963132e-02 -2.058828e-02
[386,] 3.352294e-02 4.565460e-02
[387,] 4.529522e-02 1.543193e-02
[388,] -2.770652e-02 3.285479e-02
[389,] -3.806389e-02 4.998588e-02
[390,] 4.422504e-02 4.482355e-02
[391,] 1.059237e-02 -2.189982e-02
[392,] 4.139844e-02 3.828972e-02
[393,] -3.867412e-03 -4.285464e-02
[394,] -1.774337e-02 4.554900e-03
[395,] 1.124432e-02 3.268653e-02
[396,] -2.053223e-02 3.359129e-02
[397,] -3.283825e-02 -3.685234e-02
[398,] -1.070619e-02 -4.867834e-02
[399,] 1.609332e-02 2.536685e-02
[400,] 3.005113e-02 -4.474311e-02
[401,] -3.513209e-02 3.273354e-02
[402,] -3.458063e-02 3.446130e-02
[403,] 4.813452e-02 4.519207e-02
[404,] 3.913072e-02 -3.710026e-02
[405,] -4.088757e-02 4.614105e-02
[406,] -3.712248e-03 2.033628e-02
[407,] -4.751178e-03 -4.894823e-02
[408,] 1.498983e-02 -2.050241e-02
[409,] -2.916117e-02 2.707757e-02
[410,] -1.169802e-02 4.108518e-02
[411,] -2.235335e-02 3.894076e-03
[412,] -4.178381e-02 2.001659e-02
[413,] -2.363280e-02 3.644044e-02
[414,] -4.179643e-02 -1.734847e-02
[415,] -4.812188e-02 3.996797e-02
[416,] -3.630754e-02 -1.465858e-02
[417,] -2.088076e-02 2.548984e-02
[418,] 3.944504e-02 -4.852006e-02
[419,] 1.144951e-02 9.697413e-03
[420,] 2.898449e-02 -1.267283e-03
[421,] -1.473941e-02 4.530869e-02
[422,] -5.352082e-03 3.708164e-03
[423,] -3.440727e-02 -2.990697e-02
[424,] 6.730116e-03 -3.125876e-02
[425,] 3.115183e-02 -4.822297e-03
[426,] -2.008122e-02 -1.879133e-02
[427,] -3.720968e-02 2.183034e-02
[428,] 4.667179e-03 2.990234e-02
[429,] -2.052210e-02 4.131458e-02
[430,] 3.365169e-03 -1.500490e-02
[431,] 3.620601e-02 2.990083e-02
[432,] -3.280575e-02 1.826636e-02
[433,] -2.196094e-02 4.607147e-02
[434,] 2.008110e-02 -3.098549e-02
[435,] -2.058895e-02 -3.929022e-03
[436,] 1.552081e-02 -1.687475e-02
[437,] -1.375310e-02 -7.425867e-04
[438,] -3.652112e-02 1.889426e-02
[439,] -2.582170e-02 -1.367256e-02
[440,] -4.302158e-02 -4.887350e-02
one_doublet_bkg() works
Code
one_doublet_bkg(n = 250, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 1.065888e+00 -0.0926876343 0.0187123705 0.98450855 -0.0178401442
[2,] 9.678921e-01 0.0614230596 -0.0354726271 0.94385578 -0.0375745154
[3,] 9.353972e-01 0.0098096350 -0.1349005364 0.91561098 -0.0336614738
[4,] 1.064241e+00 -0.0121737891 0.0303544716 1.05698837 0.0888387485
[5,] 1.018875e+00 0.1400370982 -0.0537006183 1.05193249 0.0321521821
[6,] 9.922928e-01 -0.0553172705 -0.0138333916 0.90302711 -0.0070047787
[7,] 9.233937e-01 0.0447180630 -0.0437017690 1.08505616 0.0762643633
[8,] 1.019534e+00 0.0402151405 -0.0389320198 0.98047970 0.0302586227
[9,] 9.767766e-01 -0.0029708373 -0.0058162517 0.99737877 0.0807670195
[10,] 1.148962e+00 0.0239976742 0.0174046838 1.01335557 -0.0321887529
[11,] 1.018104e+00 -0.0514076733 0.0088401015 0.97446794 -0.1209826633
[12,] 9.989110e-01 0.0437659042 0.0172831652 0.98590453 0.0081503673
[13,] 1.012691e+00 -0.0609457905 -0.0016421791 0.97911873 -0.0507292523
[14,] 9.963823e-01 0.0069756782 0.0421497721 1.03768902 0.0308173838
[15,] 9.745190e-01 -0.0414335896 -0.0328637523 0.95096588 -0.0002154313
[16,] 1.019006e+00 0.0081284114 0.0943995987 1.02646245 -0.0317360569
[17,] 9.844182e-01 0.0338646303 0.0491136114 1.02465182 -0.1052470497
[18,] 1.017047e+00 0.0526947845 0.0238505011 0.93718835 0.0254802286
[19,] 1.020398e+00 0.0506113735 -0.0659240582 1.01507130 0.0330457975
[20,] 1.049007e+00 0.0842814429 0.0055959978 0.93105219 0.0027499280
[21,] 1.066875e+00 -0.0028248202 0.0083108956 0.94531043 -0.0308845565
[22,] 9.501490e-01 -0.0565672727 -0.0762335527 0.97696549 0.0563947255
[23,] 9.924387e-01 -0.0219227720 0.0502481247 0.97955931 -0.0670979502
[24,] 9.336181e-01 0.0903411412 -0.0093733278 1.04048677 0.0430753940
[25,] 1.017383e+00 0.0034800095 -0.0729341362 1.01017608 0.0508566864
[26,] 1.018612e+00 -0.0018301121 -0.0802251993 0.96463881 0.0042736129
[27,] 1.005519e+00 0.0087584391 -0.0158246820 0.91672710 0.0139142831
[28,] 1.006785e+00 0.0573456865 0.0038148198 1.06011467 0.0287795221
[29,] 9.560746e-01 -0.0583115651 -0.0118292160 1.02963302 -0.0787338370
[30,] 1.062729e+00 -0.0181647854 -0.0089913932 1.01605126 0.1298987203
[31,] 9.902152e-01 -0.0858407160 0.0043055812 0.96839699 -0.0199549470
[32,] 9.552264e-01 0.0294708627 -0.0282334080 1.00154738 -0.0211009875
[33,] 1.018131e+00 -0.0094031884 -0.0468062924 1.00753503 -0.1036331227
[34,] 1.033395e+00 0.0530385340 0.0113895858 1.08819393 0.0090613294
[35,] 1.013545e+00 -0.0280024721 -0.0088934898 1.05990200 0.0322381941
[36,] 9.787699e-01 0.1130664959 0.0347719260 0.92256771 -0.0716238612
[37,] 9.891609e-01 0.0820531079 0.0352208162 1.02389953 0.0260741085
[38,] 1.050015e+00 -0.0050552601 -0.0768814935 1.02608076 -0.0309854789
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[229,] 1.074483e+00 -0.1105680186 -0.0331367967 -0.0250954545
[230,] -3.040012e-03 0.0013298219 -0.0458402229 -0.0190646684
[231,] -3.416750e-01 -0.1547596065 -0.0002402765 -0.0055405849
[232,] -5.968809e-01 -0.2219330837 -0.0183316005 -0.0020905415
[233,] -4.749050e-01 -0.1620197651 0.0280843832 0.0394157829
[234,] -9.365189e-02 -0.4835630475 0.0070543081 -0.0494774188
[235,] -2.184742e-01 -0.1566993068 -0.0166228341 -0.0001870961
[236,] 3.230207e-01 -0.0133367486 -0.0023347416 -0.0175121635
[237,] 7.925199e-01 0.2783317870 0.0134768937 -0.0418382649
[238,] -8.898510e-02 -0.3420554747 -0.0227439180 0.0432340967
[239,] 6.524429e-01 -0.1768025623 -0.0189242775 -0.0157478331
[240,] 3.167930e-01 0.1355425065 -0.0205061153 -0.0093796610
[241,] -7.991411e-01 0.2508924200 0.0237074479 0.0136612603
[242,] -2.357181e-01 -0.0523935061 -0.0087649442 -0.0287624908
[243,] 6.311023e-01 -0.0194708191 -0.0180849542 -0.0005636300
[244,] -2.861139e-01 0.0252940632 -0.0370732466 0.0063055861
[245,] 2.669377e-01 -0.1550814412 -0.0298617941 -0.0103280884
[246,] -4.517281e-01 0.0410025590 -0.0229953368 -0.0064708968
[247,] 1.720525e-01 0.1083409301 -0.0118760267 0.0351543184
[248,] -6.014600e-01 0.1912877310 -0.0167535721 -0.0416728820
[249,] 2.813553e-01 -0.2967676623 -0.0412020637 0.0451601902
[250,] -1.054804e+00 0.0493849205 -0.0200359791 -0.0029709094
two_doublets_bkg() works
Code
two_doublets_bkg(n = 200, num_noise = 2, min_n = -0.05, max_n = 0.05)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 0.0658882711 0.125937962 -0.0926876343 -0.0632394018 1.077786e-02
[2,] -0.0321079322 0.012076002 0.0614230596 0.0710563835 2.557774e-02
[3,] -0.0646028165 0.054386192 0.0098096350 -0.1627563806 4.333159e-02
[4,] 0.0642405960 -0.030290007 -0.0121737891 0.0019603475 -2.001096e-02
[5,] 0.0188750504 0.057468567 0.1400370982 -0.0393466260 -7.087577e-03
[6,] -0.0077072014 -0.015586220 -0.0553172705 -0.0525648991 3.921849e-02
[7,] -0.0766063043 0.008786265 0.0447180630 -0.0065310537 1.691827e-02
[8,] 0.0195341513 -0.072035141 0.0402151405 -0.0109372832 -2.630801e-02
[9,] -0.0232233818 -0.050040634 -0.0029708373 -0.0330496008 4.093119e-02
[10,] 0.1489619697 -0.005490543 0.0239976742 0.0302401232 -4.567397e-02
[11,] 0.0181044127 0.011558931 -0.0514076733 0.0203299410 -2.368329e-02
[12,] -0.0010890395 0.027005055 0.0437659042 0.0274065517 -2.806454e-02
[13,] 0.0126909074 0.009359796 -0.0609457905 0.0493576298 -2.213439e-02
[14,] -0.0036176668 -0.017944350 0.0069756782 0.0809974346 4.185543e-03
[15,] -0.0254810165 -0.062934762 -0.0414335896 -0.0207557859 3.658573e-02
[16,] 0.0190055730 0.025085012 0.0081284114 0.0232940068 4.376599e-02
[17,] -0.0155818336 0.078503853 0.0338646303 0.0046997946 1.782739e-02
[18,] 0.0170468702 0.028477159 0.0526947845 0.0080229677 -4.086111e-02
[19,] 0.0203979686 0.040402634 0.0506113735 -0.0751120596 4.300166e-02
[20,] 0.0490068878 0.033005308 0.0842814429 0.0539979096 2.771449e-02
[21,] 0.0668753664 -0.024844999 -0.0028248202 -0.1342892042 -4.484880e-03
[22,] -0.0498510202 -0.017408675 -0.0565672727 -0.0203078396 -1.324502e-03
[23,] -0.0075613372 0.041464455 -0.0219227720 0.0694048412 -3.159992e-02
[24,] -0.0663819166 0.014534056 0.0903411412 -0.0183803388 2.750809e-02
[25,] 0.0173825697 0.058507211 0.0034800095 -0.0063490057 4.548592e-02
[26,] 0.0186122886 -0.063464884 -0.0018301121 0.0009034067 7.812990e-03
[27,] 0.0055190741 0.013684615 0.0087584391 -0.0504333384 -1.890919e-02
[28,] 0.0067848143 0.004016927 0.0573456865 -0.0022130705 -3.338383e-02
[29,] -0.0439254053 0.065877559 -0.0583115651 -0.0197629483 -1.435705e-02
[30,] 0.0627289799 0.023234826 -0.0181647854 -0.0008822339 4.807476e-02
[31,] -0.0097848382 0.040237859 -0.0858407160 0.0433553989 8.845130e-03
[32,] -0.0447736114 -0.070480701 0.0294708627 0.0506698738 -8.831416e-03
[33,] 0.0181309187 0.004125534 -0.0094031884 0.0030178219 4.564154e-02
[34,] 0.0333948979 0.016408201 0.0530385340 -0.0736525513 3.658085e-02
[35,] 0.0135448290 0.007113662 -0.0280024721 -0.0934992146 -8.921461e-03
[36,] -0.0212301304 -0.040955739 0.1130664959 -0.0551694164 3.351342e-02
[37,] -0.0108390760 -0.028663401 0.0820531079 -0.0400024410 2.072570e-02
[38,] 0.0500154097 -0.017644080 -0.0050552601 -0.0765014644 8.042781e-03
[39,] 0.0273361294 0.097545665 0.0476367021 -0.0405630732 -4.166021e-02
[40,] -0.0438336238 0.082890403 0.0541729784 -0.0254792436 -2.494433e-02
[41,] -0.0315418208 -0.042285633 -0.0554606694 -0.0123052397 4.553618e-02
[42,] -0.0624961532 -0.044622416 -0.0531451202 0.0554909590 -1.715480e-02
[43,] 0.0953090623 0.050210902 -0.0301178809 -0.0067728763 1.738370e-02
[44,] 0.0633670746 -0.021114078 0.0043618660 0.0076720829 -3.362814e-02
[45,] -0.0633490474 -0.044408000 -0.0456492318 0.0244722072 4.303222e-02
[46,] 0.0403640567 -0.025928167 -0.1440496245 -0.0700437849 -3.350280e-02
[47,] -0.0088864016 -0.014023689 -0.0073935120 0.0139322112 1.936839e-02
[48,] 0.0549269211 -0.058256327 -0.0375083402 -0.0430195050 1.944254e-02
[49,] 0.0164966096 -0.026647061 -0.0234700700 -0.0051093059 1.909080e-02
[50,] 0.0352932989 0.063595993 0.0951455402 0.0491631902 -3.042735e-02
[51,] 1.0187123705 -0.012405546 -0.0154914456 -0.0407951179 -3.842425e-02
[52,] 0.9645273729 -0.047259734 -0.0561442194 -0.0429549813 3.465975e-02
[53,] 0.8650994636 0.043332304 -0.0843890154 -0.0575025275 -4.354046e-03
[54,] 1.0303544716 0.023935603 0.0569883750 0.0458659520 -1.014612e-02
[55,] 0.9462993817 -0.016304191 0.0519324939 0.0365507786 3.923015e-02
[56,] 0.9861666084 0.012158230 -0.0969728916 0.0630534188 1.768380e-03
[57,] 0.9562982310 0.069628186 0.0850561605 -0.0469148243 4.402041e-03
[58,] 0.9610679802 -0.024522988 -0.0195203023 0.0746758670 -3.860631e-02
[59,] 0.9941837483 -0.009947305 -0.0026212301 -0.0293994243 -2.764302e-02
[60,] 1.0174046838 -0.039924050 0.0133555679 -0.0820889530 -2.317968e-02
[61,] 1.0088401015 -0.038412713 -0.0255320569 0.0101642891 -3.990011e-02
[62,] 1.0172831652 -0.006513210 -0.0140954736 0.0315458345 2.521825e-02
[63,] 0.9983578209 -0.026618393 -0.0208812686 -0.0893369602 2.716887e-02
[64,] 1.0421497721 0.003585330 0.0376890194 0.0053537407 4.058681e-02
[65,] 0.9671362477 0.021150459 -0.0490341249 -0.0759207484 4.616510e-02
[66,] 1.0943995987 -0.026690883 0.0264624459 0.0397527114 2.396861e-02
[67,] 1.0491136114 -0.022174158 0.0246518189 -0.0677997246 2.843553e-02
[68,] 1.0238505011 0.044440286 -0.0628116542 0.0650981813 4.322368e-02
[69,] 0.9340759418 0.035299429 0.0150712955 -0.0249915490 8.444753e-04
[70,] 1.0055959978 -0.045311453 -0.0689478145 -0.0086995766 4.313025e-02
[71,] 1.0083108956 -0.018331998 -0.0546895675 -0.0515312185 1.351383e-02
[72,] 0.9237664473 -0.094385202 -0.0230345073 -0.0189481113 2.403508e-02
[73,] 1.0502481247 0.055425265 -0.0204406934 0.0441696990 2.622149e-02
[74,] 0.9906266722 0.009886321 0.0404867680 0.0164879688 -2.537844e-02
[75,] 0.9270658638 -0.048431027 0.0101760828 -0.0556936046 4.016834e-02
[76,] 0.9197748007 0.001844253 -0.0353611863 -0.0581533129 -1.482019e-02
[77,] 0.9841753180 -0.052253870 -0.0832729034 -0.0135085123 -1.456987e-02
[78,] 1.0038148198 0.036317374 0.0601146703 -0.0055377701 4.277571e-02
[79,] 0.9881707840 -0.053909328 0.0296330187 -0.0083628364 2.948042e-02
[80,] 0.9910086068 -0.112129809 0.0160512648 0.1308436567 1.067549e-02
[81,] 1.0043055812 0.006152877 -0.0316030142 -0.0124491338 -4.513663e-02
[82,] 0.9717665920 -0.011023788 0.0015473785 0.0641481260 4.537128e-02
[83,] 0.9531937076 0.026504690 0.0075350345 -0.0071573339 -3.784427e-02
[84,] 1.0113895858 -0.042589877 0.0881939349 0.0101857967 3.378596e-02
[85,] 0.9911065102 0.073421730 0.0599020043 0.0059945335 -4.172730e-02
[86,] 1.0347719260 -0.008393931 -0.0774322861 -0.0548312377 3.725280e-02
[87,] 1.0352208162 -0.041801438 0.0238995342 -0.0304713105 -2.962656e-02
[88,] 0.9231185065 0.014590984 0.0260807624 0.0538962754 4.788282e-02
[89,] 1.0055878058 0.051739319 -0.0711465062 0.0072891433 4.047813e-02
[90,] 1.0910376219 0.014064551 -0.0279149409 -0.0128642537 -2.070826e-02
[91,] 0.9646718234 -0.002157658 0.0250859971 0.0146515473 9.671411e-03
[92,] 1.0812420070 0.011984284 -0.0699779773 0.0104417030 -4.271431e-04
[93,] 0.9845405805 0.056586780 0.0796169179 -0.0700005702 4.148067e-02
[94,] 1.0491024716 -0.017708015 -0.0287782223 -0.0070790340 -2.609828e-03
[95,] 0.9863985578 -0.017830810 -0.0668046228 -0.0188307080 -1.204501e-02
[96,] 1.0890697558 -0.017083588 -0.0773685466 -0.0028216008 -1.518534e-02
[97,] 1.0266465669 -0.015148545 -0.0709604487 0.0313699754 -4.045804e-02
[98,] 1.0286157870 -0.004780701 -0.0736624644 0.0240660247 4.064733e-02
[99,] 1.0064847374 0.004572058 0.0339001688 0.0513185334 4.542111e-02
[100,] 0.9234487686 -0.035086328 -0.0031215979 0.0495688098 -2.328358e-02
[101,] 0.0020497131 1.028129273 0.0380369693 -0.0811933644 1.601116e-02
[102,] 0.0235621006 0.950232096 -0.0011590564 0.0263349596 9.612985e-03
[103,] -0.0476925252 1.010761376 0.0138049038 -0.0307711987 -3.364516e-02
[104,] 0.0710566703 0.964003336 -0.0330205848 0.0783960228 -3.675064e-02
[105,] 0.0430292246 1.007484543 -0.0312177785 0.0307794949 -4.998203e-02
[106,] -0.0254018101 1.002165100 0.0482779211 0.0590517318 -4.502455e-02
[107,] 0.0498217715 0.864151464 -0.0165686195 -0.0958869649 3.259354e-02
[108,] 0.0005442741 0.962465836 -0.0125563175 0.0100113860 1.423421e-02
[109,] -0.0257168821 1.035971827 -0.0374317674 -0.0113976851 -4.185965e-02
[110,] -0.0205208330 0.999694365 -0.0572386302 0.0396741148 -2.739464e-02
[111,] -0.1014576680 0.945480451 0.0404890071 0.0014916543 2.909594e-02
[112,] 0.0691894393 1.011795863 -0.0155665206 0.0181834293 -4.407612e-02
[113,] -0.0356861791 1.096384156 0.1160834782 0.0207293132 -2.522003e-02
[114,] 0.0510382109 0.963912294 0.0313597771 -0.0740225309 3.201596e-03
[115,] -0.0214518828 0.948231024 0.0677123531 0.0491124705 -3.344076e-02
[116,] 0.0330471402 1.013712462 0.0563795293 0.0018487151 -1.009472e-02
[117,] 0.0004397427 1.019995748 0.0194236451 0.0161745221 3.052443e-02
[118,] 0.0014869675 0.965581565 0.0358199639 -0.0199257344 -1.160597e-02
[119,] -0.0279902545 0.986640768 0.0630264697 0.0708632449 3.792113e-02
[120,] 0.0250348062 0.983165671 -0.0281438802 0.0272623710 -3.158116e-02
[121,] 0.0290692013 0.974502611 -0.0628178022 -0.0366623073 1.444737e-06
[122,] -0.0144671630 0.947139739 0.0047056851 0.0282379913 4.780702e-02
[123,] 0.0643698098 1.079745398 -0.0748507807 -0.0318848039 -1.786560e-02
[124,] 0.0721173923 0.987306032 -0.0031139115 -0.0335021290 8.289509e-03
[125,] -0.0435473442 1.025364070 -0.0404918386 -0.0058858975 -4.142237e-03
[126,] -0.0679069459 1.018423229 0.0015359399 0.0742541557 -2.878036e-02
[127,] 0.0252722213 1.001392095 -0.1204940709 -0.0142653459 -4.678112e-02
[128,] 0.0240831420 1.017113073 -0.1072371681 -0.0943683954 -7.248781e-03
[129,] 0.0148713511 1.015178608 0.0944439242 0.0164159484 -2.387026e-02
[130,] 0.0251762066 1.021055743 -0.0241734929 -0.0814789942 -2.788312e-02
[131,] 0.0103449416 0.999129959 -0.0281226623 -0.0491388095 2.355788e-02
[132,] -0.0328290808 0.978737673 0.0409074933 -0.0262206575 9.073966e-03
[133,] 0.0521247676 0.971657209 -0.0036056924 -0.0126180006 1.385957e-02
[134,] -0.0034223194 0.951924328 0.0531432149 -0.0408473137 4.566643e-02
[135,] -0.0303143935 1.008221115 -0.0323964631 0.0012852431 1.217832e-02
[136,] 0.0905519599 0.966613825 -0.0926653214 -0.0440296059 -2.136589e-02
[137,] 0.0347567828 0.913083793 0.1170283069 -0.0045022958 -4.100529e-03
[138,] -0.0036040980 1.082615652 0.0227956560 -0.0346289312 -3.363362e-02
[139,] 0.1185116196 0.989664264 0.0582493981 -0.1377107776 1.029730e-03
[140,] 0.0501327114 0.997388206 -0.0836648300 0.0475962563 7.640567e-03
[141,] -0.0136728915 1.072248123 0.0334140712 -0.0001967604 2.222287e-02
[142,] -0.0467265332 0.968791702 0.0789468128 0.0488297443 5.950782e-03
[143,] 0.0240959043 0.931589307 0.0007777843 0.0355420420 3.322597e-02
[144,] -0.0296737305 1.065217934 0.0346201293 -0.0686605025 -2.577741e-02
[145,] 0.0135785573 1.018378297 -0.0222123233 0.0593215313 -4.813649e-03
[146,] -0.0388748182 0.958864012 -0.0171528347 -0.0521823651 -1.810236e-02
[147,] 0.0668619931 1.032943450 -0.0792706732 -0.0888993977 3.902698e-02
[148,] 0.0269890008 0.960812420 0.0092553753 -0.0216715531 1.436196e-02
[149,] -0.1125487962 0.993778814 0.0261897572 0.0436668663 2.589669e-02
[150,] 0.0776360997 1.011680616 -0.0109994024 0.0463380745 3.991658e-02
[151,] 0.5204486857 0.036458722 -0.0050584348 0.0365605745 3.474310e-02
[152,] 0.4398459633 0.039207225 0.0648871117 -0.0267229390 2.178738e-02
[153,] 0.5164619676 0.074642492 -0.0117549021 -0.0166369650 1.391394e-02
[154,] 0.5088800827 -0.014586117 -0.0391769803 0.0226510933 -1.622641e-02
[155,] 0.4948471961 -0.019284627 -0.0372572321 -0.0319709253 -4.215942e-02
[156,] 0.4772369552 0.037851032 0.0328413345 -0.0500518043 -1.544534e-02
[157,] 0.4369577135 -0.055896939 -0.0398008900 -0.0196279754 -4.290784e-02
[158,] 0.5399248214 0.053398841 0.0247495185 -0.0383867232 -4.012456e-03
[159,] 0.5831833268 -0.022707297 0.0186766211 -0.0259244149 -1.207017e-02
[160,] 0.5417713540 -0.031518514 -0.0555854023 -0.0094767402 2.392500e-02
[161,] 0.0119588534 0.442210196 0.0995407074 -0.0222523684 -3.337082e-02
[162,] -0.0546113432 0.462084643 0.0129008463 0.0521603516 -1.450514e-02
[163,] 0.0092669189 0.497029362 0.0442573742 -0.0059513833 -4.277526e-02
[164,] -0.0114976358 0.552871976 0.0275688439 0.0350434715 -2.957142e-02
[165,] 0.0168466721 0.522051928 0.0194909976 -0.0304942098 1.864701e-02
[166,] 0.0564646993 0.537638305 0.0420730689 0.0477506324 5.865818e-03
[167,] -0.0248852450 0.486985149 -0.0339307775 0.0418968693 -9.092460e-03
[168,] -0.0042729158 0.481154049 0.0301320016 0.0486956715 -1.464067e-02
[169,] 0.0028677379 0.500920044 0.0436136149 -0.0259412339 6.559555e-04
[170,] -0.0226073561 0.514981245 -0.0110232991 -0.0062510001 9.123974e-04
[171,] 0.2264144279 0.015175737 -0.0803732165 0.0125967964 1.988204e-02
[172,] 0.4544344079 0.549364143 0.5188845143 -0.1500123525 2.317451e-02
[173,] 0.4771519379 -0.078263118 0.7447881078 -1.3095385078 1.936986e-02
[174,] 0.0295403323 -0.082019385 0.5280659478 -0.1364447814 1.021051e-02
[175,] 0.7967363577 -0.542841475 -0.4925459387 0.5384619713 -2.221891e-02
[176,] 0.6365359239 -0.560158642 -0.3378867254 -0.9536607776 -1.553250e-02
[177,] 0.3217917733 -1.074648785 0.3493333769 -1.0800964376 2.984757e-02
[178,] -0.4353166897 -0.097945649 1.1399007283 0.1587156018 3.411384e-03
[179,] -0.1721785460 -0.763959762 0.3339911710 0.2361675017 8.514175e-03
[180,] -0.0750021422 -0.273382616 -0.8101161285 0.3548676794 2.402575e-02
[181,] 0.5244492598 0.349706476 -0.5872859919 0.2658511776 -1.379349e-02
[182,] -0.1634232895 0.465242665 -0.1059147624 0.1239484470 -1.567895e-02
[183,] -0.2819364997 0.386930950 0.2330225741 0.7075389503 -3.803652e-02
[184,] 0.3290880120 0.187138799 -0.7669681334 0.1194789612 1.626677e-02
[185,] 0.0544841499 0.101677714 -0.5711098495 0.8447077371 -2.913256e-02
[186,] -0.0065734702 0.118758251 -0.5846809442 0.5537397848 -3.116542e-02
[187,] -0.5330521178 0.655070464 0.9390519238 -0.2500446737 4.537057e-03
[188,] 0.6357878429 -0.306999772 -0.1106577337 -0.3781528241 -2.753074e-02
[189,] 0.5667981895 0.327755198 0.3930484049 0.7056058160 -2.978112e-02
[190,] 0.0315898161 0.192253494 -0.4628690781 0.5320485373 3.389820e-02
[191,] 0.5671374030 -0.392317872 -0.0444156277 -0.6238970343 -3.612796e-02
[192,] 0.3778406592 1.242525921 -0.5419847403 0.2045050776 -5.702680e-03
[193,] 0.4314021048 0.090345552 1.1552281501 0.0651519661 -1.836704e-02
[194,] -0.3603580656 -0.457940379 0.3664349599 0.2679833623 -4.548412e-02
[195,] -0.2975399964 0.643979057 -0.0970739722 0.3412299139 -4.938652e-02
[196,] -0.1305799102 -0.191333177 -0.7380209727 -0.2230274559 6.767121e-03
[197,] 1.0361131614 0.416521202 0.3483190642 -0.4678657388 4.575589e-02
[198,] -0.3826285034 -0.242125339 0.7937674092 0.5038822397 3.026242e-02
[199,] 0.0055712531 0.016788488 0.3979958649 0.6039943064 -2.203272e-02
[200,] -0.4479112282 0.033892063 0.1032096812 0.4919440241 -2.572107e-02
[,6]
[1,] 1.736868e-02
[2,] 8.254937e-03
[3,] 2.628355e-03
[4,] -1.052407e-02
[5,] 4.656037e-02
[6,] -2.746602e-02
[7,] 3.305347e-02
[8,] -2.058071e-02
[9,] 2.243888e-02
[10,] -4.207739e-02
[11,] 1.392473e-02
[12,] 2.141981e-02
[13,] 7.021189e-03
[14,] -4.598387e-02
[15,] 1.378928e-02
[16,] -1.969493e-02
[17,] -3.483497e-02
[18,] -2.907384e-02
[19,] -1.371125e-02
[20,] 2.013265e-02
[21,] 3.084027e-02
[22,] 3.868453e-02
[23,] -1.726326e-03
[24,] -3.016054e-02
[25,] -3.947962e-02
[26,] -2.612400e-02
[27,] -3.830163e-02
[28,] -4.030351e-02
[29,] 3.075214e-02
[30,] -2.825564e-02
[31,] -3.687231e-03
[32,] -5.937318e-03
[33,] 3.891223e-02
[34,] 4.915326e-02
[35,] -1.149312e-02
[36,] 1.708466e-02
[37,] -2.145910e-03
[38,] 2.224431e-02
[39,] 3.747981e-02
[40,] 2.936580e-02
[41,] 2.452042e-02
[42,] 1.861751e-02
[43,] -3.227076e-02
[44,] -1.698146e-02
[45,] -4.052699e-02
[46,] 9.298904e-03
[47,] 1.551375e-03
[48,] 1.099064e-02
[49,] -4.142531e-02
[50,] 2.446827e-02
[51,] 4.758606e-02
[52,] 4.651402e-04
[53,] 4.746333e-02
[54,] -3.040590e-02
[55,] 4.718330e-02
[56,] -1.494812e-02
[57,] 4.221738e-03
[58,] -3.731033e-02
[59,] 4.333750e-02
[60,] 5.679760e-03
[61,] -1.348684e-02
[62,] -1.485019e-02
[63,] 4.501220e-02
[64,] -1.433110e-02
[65,] -1.455981e-02
[66,] 3.729943e-02
[67,] 3.664081e-02
[68,] 4.065603e-02
[69,] 6.297873e-03
[70,] 4.625811e-02
[71,] 3.713206e-02
[72,] -1.392627e-02
[73,] 2.710864e-02
[74,] 1.909521e-02
[75,] 3.333264e-02
[76,] 2.350889e-02
[77,] -3.155377e-02
[78,] -2.224099e-02
[79,] -4.653660e-02
[80,] -3.230525e-02
[81,] -1.660479e-02
[82,] -2.903426e-03
[83,] -3.384094e-02
[84,] -3.966680e-02
[85,] -2.314145e-02
[86,] 8.618596e-05
[87,] 4.029880e-02
[88,] -4.980999e-02
[89,] -1.772390e-02
[90,] 4.220014e-04
[91,] -4.190222e-03
[92,] -3.202595e-02
[93,] 3.258464e-02
[94,] 2.502427e-02
[95,] -2.228136e-02
[96,] -2.469313e-02
[97,] 2.446548e-02
[98,] -4.090000e-02
[99,] 2.503988e-02
[100,] -3.567281e-03
[101,] 4.994604e-02
[102,] -3.451284e-03
[103,] 2.568657e-02
[104,] -1.665835e-02
[105,] 7.784689e-04
[106,] -4.800170e-03
[107,] 1.267691e-02
[108,] -2.163002e-02
[109,] 4.221882e-02
[110,] -6.387561e-03
[111,] 2.755540e-02
[112,] 1.837432e-02
[113,] -2.392649e-02
[114,] -3.514697e-03
[115,] -3.119108e-02
[116,] 5.540429e-03
[117,] -1.618475e-02
[118,] -9.456337e-03
[119,] -4.957765e-02
[120,] -6.347590e-03
[121,] 6.813395e-03
[122,] 2.170461e-02
[123,] 1.013966e-02
[124,] 6.150014e-03
[125,] -1.581000e-02
[126,] 3.519517e-03
[127,] 1.422476e-02
[128,] 4.483558e-03
[129,] 3.223102e-02
[130,] -4.229882e-02
[131,] -2.437980e-02
[132,] 3.771110e-02
[133,] 2.464664e-02
[134,] -2.867190e-02
[135,] -9.037591e-03
[136,] 3.101351e-02
[137,] -1.389445e-02
[138,] 4.937113e-02
[139,] 2.616510e-02
[140,] -1.585941e-02
[141,] -3.534739e-02
[142,] 4.894152e-02
[143,] -1.911558e-02
[144,] 4.030151e-02
[145,] -4.596931e-02
[146,] 4.382092e-02
[147,] -2.556041e-02
[148,] 1.820583e-02
[149,] -3.313954e-02
[150,] -2.516389e-02
[151,] -1.211432e-02
[152,] 1.358386e-02
[153,] 6.448415e-03
[154,] -2.990380e-02
[155,] 2.130271e-02
[156,] -4.476727e-02
[157,] 4.042377e-02
[158,] -3.276544e-03
[159,] -1.509542e-02
[160,] 3.147555e-02
[161,] 2.269256e-02
[162,] -1.415252e-02
[163,] 1.119100e-04
[164,] -2.043492e-02
[165,] -4.888483e-02
[166,] -2.145869e-02
[167,] -1.532614e-02
[168,] -1.956015e-02
[169,] 2.077103e-02
[170,] 2.898717e-02
[171,] 4.298932e-02
[172,] -4.286987e-02
[173,] 9.771545e-04
[174,] -1.950709e-02
[175,] 9.352862e-03
[176,] 4.308087e-02
[177,] 4.677090e-02
[178,] 3.476164e-02
[179,] -8.730871e-03
[180,] 4.504072e-02
[181,] -6.780303e-03
[182,] -2.882522e-02
[183,] 3.816602e-03
[184,] -4.861056e-02
[185,] -2.160100e-03
[186,] 6.936142e-03
[187,] 2.273453e-02
[188,] -2.043049e-02
[189,] 8.681279e-03
[190,] 1.762661e-02
[191,] 4.465917e-02
[192,] -1.165084e-02
[193,] -3.651556e-02
[194,] 4.107493e-02
[195,] -3.489026e-04
[196,] 8.349610e-03
[197,] -9.278252e-03
[198,] -4.260002e-02
[199,] -2.550407e-02
[200,] -1.728088e-04
two_nonlinear() works
Code
two_nonlinear(n = 200, num_noise = 2, min_n = -0.05, max_n = 0.5)
Output
[,1] [,2] [,3] [,4] [,5]
[1,] 0.608984575 -2.8103539771 -1.489414277 -1.975745952 -0.3663419447
[2,] -2.588969468 -0.2330446174 -0.716454152 -0.296698787 -0.2823579009
[3,] -5.526341627 0.0238496586 -0.759025410 -0.084739965 -0.4690923177
[4,] -4.611996707 -0.3013798069 -0.233373669 -0.173810035 -0.2664204634
[5,] -7.067396240 -0.4580546993 0.001022274 -0.775775776 -0.3828398690
[6,] -0.321316607 -0.7099503890 -0.745971853 -0.802274763 -0.2194219620
[7,] 0.555424430 -1.7323313156 -1.748644825 -1.815642849 -0.2699725756
[8,] -3.577189611 0.0251724805 0.273643038 0.411048460 -0.4830540540
[9,] -1.852556227 -0.3334187864 -0.273510433 0.066345132 -0.2305273483
[10,] -2.689957177 -0.1711726077 0.416209869 -0.982660688 -0.1832513379
[11,] -3.831893193 -0.3052915807 0.105482880 -0.599373642 -0.1601435351
[12,] -4.123905786 -0.4289350949 -0.828272448 -0.376125154 -0.0534915725
[13,] -7.403916198 -0.0002490061 -0.314911758 -0.249854930 0.0475753802
[14,] -6.363661392 -0.3464995717 0.519471788 0.081986618 -0.3335183176
[15,] -1.806149836 0.3134524865 -0.425042482 -0.232507037 -0.1658579777
[16,] -2.315153851 -0.5427750010 -0.744793363 -0.146080066 -0.4231975769
[17,] -4.949014503 0.1678679790 0.056189119 -0.092876215 -0.4225835807
[18,] -3.547192218 0.1742195902 -0.177382527 0.124149724 -0.3737894474
[19,] 1.486274103 -4.3978149634 -4.702658435 -4.209174020 0.0344682881
[20,] 0.792329632 -3.0428199093 -2.185345440 -2.215517561 -0.4370047032
[21,] -1.907108949 -0.6335639209 -0.407240143 -0.156316349 0.0415416215
[22,] 0.542336960 -1.5243035671 -1.889543769 -2.252528546 -0.0001447226
[23,] -3.332541603 -0.1746288982 -0.299259801 -0.211576422 -0.2934979837
[24,] -7.707207386 0.1095394830 -0.273216335 -0.343512246 -0.0562024957
[25,] -2.298271300 -0.5966721463 -0.597818633 -0.160990567 -0.3249108857
[26,] 0.661791544 -2.7355252842 -1.693865878 -2.350374579 -0.1890123813
[27,] -3.523976537 -0.0004872983 -0.416591158 -0.015907656 -0.3685862258
[28,] -7.371486148 -0.2248641783 -0.378446578 0.359916551 -0.4212579288
[29,] -5.100992020 0.0323906393 -0.166267862 -0.555584150 -0.3363936553
[30,] -1.755127940 -0.8144722856 -0.974730452 -0.497461100 -0.2524090306
[31,] -1.843347675 -0.4551478932 -0.158295455 0.036158036 -0.2788410978
[32,] -6.569624095 0.3952433794 -0.151344411 -0.078342328 -0.3643153247
[33,] -4.412245857 -0.4283064312 0.036340286 0.141468528 -0.4568124446
[34,] -7.080622501 -0.0151194554 0.083570393 0.486776623 -0.1514827149
[35,] -1.982465790 -0.2554111568 -0.223143836 -0.877514436 -0.2769369948
[36,] -7.880617424 -0.0815014786 0.120420535 -0.073927338 -0.0225166340
[37,] -1.745691601 -0.3739943755 -0.175471746 -0.501508035 -0.4749365467
[38,] -6.003639937 -0.0450114592 0.249148861 0.095867100 0.0328024391
[39,] -0.053336100 -1.0256220224 -1.426791328 -1.071700746 -0.4262761766
[40,] -6.550628544 0.2009796938 0.383115041 -0.259698676 -0.0007984721
[41,] 0.639978807 -1.8718392596 -1.503853588 -2.157468212 -0.1196783469
[42,] -5.687690701 -0.3447733870 -0.215826734 -0.812130013 -0.2660470575
[43,] -6.485915653 -0.2751113023 -0.299269056 0.194699718 -0.0736031430
[44,] -3.066884670 -0.5427063317 0.579524544 -0.184048406 -0.0323230930
[45,] -3.820964916 -0.5870665676 -0.349573086 -0.649148134 -0.4564998896
[46,] -3.739977036 -0.7239742058 -0.934727451 -0.152768659 -0.4002219568
[47,] -7.124586328 0.0600660734 -0.059435106 -0.025507809 -0.4209966990
[48,] -2.433903850 0.2553162301 0.434828913 -0.745913882 -0.1671499323
[49,] -1.958484537 -0.6506797377 -0.539921765 0.099006114 -0.0083292837
[50,] -2.471503181 -0.3016962651 0.313660920 -0.533992051 0.0426602457
[51,] -1.871121897 0.0836624531 -0.623147539 -0.500862919 -0.3123036400
[52,] 0.797993387 -2.5320024065 -2.805388676 -2.193101819 -0.4118262359
[53,] -2.832507481 -0.2680359686 0.047637453 -0.173321172 -0.2535103605
[54,] -6.233075908 -0.2654600142 -0.647091617 -0.406379737 -0.1925815024
[55,] -2.737291594 0.0152424876 -0.175807632 -0.211170032 -0.3372050741
[56,] 0.723068205 -2.6809698109 -2.763928595 -1.803507746 -0.3915962176
[57,] -6.196576847 -0.8229770948 -0.063819527 0.363795390 -0.3638892375
[58,] 0.395741218 -1.3205961856 -1.319935915 -1.729435374 -0.0154897273
[59,] 0.504250750 -2.0839356927 -1.848654948 -1.230072851 -0.1302783346
[60,] 1.391383569 -3.8642130154 -4.361260672 -4.224311827 -0.2541263204
[61,] -3.986974267 -0.7779712860 -0.451596539 -0.382953381 -0.0460881547
[62,] -6.609582335 0.1519289175 0.151489928 -0.397236363 -0.0115447962
[63,] -6.239960138 0.4242697353 -0.646209938 -0.056059232 -0.4137689267
[64,] -6.541493996 -0.7084683652 0.320827235 -0.256798767 -0.2068074692
[65,] -1.905227413 -0.3838791580 -0.550629987 -0.458839493 -0.4375608006
[66,] -1.991304845 0.0836355031 -0.560736693 -0.523935889 -0.0635668632
[67,] -0.894944016 -0.4383145884 -0.065931965 0.066992949 -0.4105780957
[68,] 0.955782112 -2.6707337616 -3.274353751 -2.575793280 0.0202257636
[69,] -2.235735217 -0.4620754073 0.162932336 -0.416735881 -0.1657217840
[70,] -7.415911222 -0.1449669232 -0.098210259 -0.313706324 -0.0843224367
[71,] -4.812149648 0.4772005801 0.386567166 -0.398956333 0.0133237279
[72,] -1.206575429 -0.1718526928 -0.372958415 -0.199071654 -0.3350602758
[73,] -4.065201603 0.3643342706 0.302588475 0.259841218 -0.2639816732
[74,] -0.851649296 -0.2195423241 -0.449020378 -0.574702782 -0.0092982974
[75,] -0.006516627 -1.0337797275 -1.013060606 -1.118970693 -0.1319495271
[76,] 0.583994248 -2.2447396975 -1.377577813 -2.427451805 -0.3696940313
[77,] -1.276704297 -0.6726751483 -0.106418782 -1.074406055 0.0001215232
[78,] -7.083860699 -0.4626220118 -0.213193223 -0.472290868 -0.4762068324
[79,] -6.191843331 -0.3508795184 0.368757209 -0.410978335 -0.3552580872
[80,] -6.020136544 0.1550707570 0.522678494 0.493630205 -0.3793549799
[81,] -5.491299399 -0.1094106653 -0.238979825 -0.002464798 -0.3467391626
[82,] -6.940853307 0.0738146019 0.123717569 0.057096144 -0.2019795122
[83,] -6.996193671 -0.0862525233 -0.203845705 -0.539052550 -0.0237785030
[84,] -0.889553708 -0.6334184152 0.056634404 -0.358099268 0.0157129269
[85,] 1.231023160 -4.0756673883 -3.605844483 -3.634817037 -0.1269493418
[86,] 0.135507143 -1.8370166939 -1.335331911 -0.721746677 -0.4497360877
[87,] 0.526092281 -1.6543850780 -1.667407739 -1.856197321 0.0115091106
[88,] -6.320305767 -0.0866744352 0.358372205 -0.398204733 -0.0725702878
[89,] -7.025480005 -0.0616785729 -0.413665355 -0.298046848 -0.2496668377
[90,] -1.904216081 0.3659799986 0.436125499 -0.264702245 -0.2322847587
[91,] -0.492646556 -0.9116523344 -0.017829593 -0.934685309 -0.3987995444
[92,] -3.004442938 -0.3714056152 0.466280172 -0.747176362 -0.0737054929
[93,] -3.920051268 -0.1005412891 -0.137509532 -0.346252766 0.0251725779
[94,] -3.625035900 -0.2703580100 -0.101679982 0.322525565 -0.1820285559
[95,] 0.208145147 -1.1947717915 -0.924666741 -1.644066111 -0.3290005220
[96,] -6.237838662 0.3634536571 -0.030577398 -0.037525696 -0.4086110433
[97,] -2.021893218 -0.2058677339 -0.205591803 -0.143052873 -0.3039637777
[98,] -4.730173039 -0.4540139681 -0.871812292 0.100255964 0.0394111970
[99,] -0.781289513 -0.6760827447 -1.251059305 -0.366663529 -0.1763517875
[100,] -6.923520371 0.4406121717 -0.281821184 -0.441390631 -0.2735727866
[101,] -6.030859020 3.2372973864 2.740135859 2.577343486 0.0260284802
[102,] -7.138126570 3.2013079947 3.267927087 2.344226006 -0.0238053298
[103,] -6.146143564 2.9319422554 3.311256836 2.561389727 -0.2740680352
[104,] -6.391713356 2.3844789076 2.623340689 3.322932173 -0.0406761655
[105,] -6.811915528 2.8464573345 2.545432736 2.474561003 -0.1110086460
[106,] -0.009296603 2.3365997137 1.595754518 1.598323613 -0.1807647052
[107,] -0.205133520 1.4459630420 2.063299774 1.621898721 -0.4541311355
[108,] -6.914929035 3.0451338833 3.049717997 3.189614966 -0.3621938419
[109,] -0.707655779 2.1441014719 2.476462267 2.495946471 0.0254489654
[110,] -5.155517069 3.6184618207 2.288727803 3.015430385 -0.3193513851
[111,] 0.515399926 1.0038344610 0.608472059 1.083121242 -0.1293896479
[112,] 0.991236747 -0.0727730876 0.490241502 0.298084897 -0.4099547826
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