data

混合高斯模型 对于给定的数据

  5.9277312e+000  1.4074253e+000
 -1.7147747e+000  4.0153368e-002
  3.2503106e+000  2.6136768e-001
  4.6710611e-001  1.3087437e+000
  1.8522257e+000  2.5369576e+000
  1.2637942e+000  1.6386311e+000
  2.3633556e+000  2.1896998e+000
  3.7986898e+000  2.5278963e+000
  1.6922368e+000  1.5039621e+000
  3.5214308e+000  8.6660336e-001
  1.7462662e+000  2.1639988e+000
 -2.8289031e+000 -4.1371793e+000
  1.8580003e+000  2.4157321e+000
  6.1676258e+000  2.3612343e+000
  1.5833572e+000  2.3703076e+000
  4.5113456e+000  8.0083668e-001
  7.1478255e+000  1.9658207e+000
  5.4101184e+000  2.1777612e+000
  5.2192902e+000  1.5218344e+000
  9.7587647e-001  2.6109898e+000
  1.7291490e+000  5.3414726e-001
 -2.5093799e+000 -1.6518766e+000
  1.7728592e+000  2.4564826e+000
  4.3512197e+000  9.6057820e-001
 -2.4510394e+000 -7.9058083e-001
  6.0794252e+000  2.0395841e+000
 -2.0273881e+000 -7.9644910e-001
  5.5993089e+000  1.3582276e+000
  2.4071592e+000  4.5686914e+000
 -2.1103459e+000 -3.5083338e+000
 -4.1463954e+000 -2.9265716e+000
 -4.2624277e+000 -1.9395940e+000
  2.5559952e+000  1.5979563e+000
  5.0330020e+000  1.8730407e+000
  9.7242463e-001  1.1636290e+000
  1.0804536e+000  2.1383769e+000
 -2.9348887e+000 -6.2805807e-001
  6.0101288e+000  2.2104850e+000
  2.7517302e+000  1.3771905e+000
 -3.0437383e+000 -1.6862030e+000
  2.2040060e+000  1.0768474e+000
  5.1908755e+000  2.3473787e+000
 -2.7610821e+000 -3.5910178e+000
 -2.8638206e+000 -1.3073643e+000
  8.0131755e-001  4.3591123e-001
 -3.0063838e+000 -2.4164169e-001
  3.2074627e+000  2.8753436e+000
 -2.8271439e+000 -1.7948326e+000
  4.6000571e+000  9.5721079e-001
  3.2935588e+000  1.7918927e+000
  2.3753868e+000  2.9526475e+000
 -6.2773587e-001 -1.9723543e+000
 -4.6587189e+000 -2.0342598e+000
  2.0005749e+000  2.1127071e+000
  6.0235856e+000  1.9531981e+000
  5.7435657e+000  2.4248207e+000
 -2.2443654e+000 -1.0804367e+000
 -2.0104074e+000 -1.0775287e+000
  3.2428286e+000  2.4738178e+000
 -2.8714064e+000 -2.2570099e+000
  2.6637335e+000  2.4602989e+000
 -1.1972118e+000 -2.1017068e+000
  3.3275205e+000  2.4521631e+000
 -4.2218833e+000 -7.9748404e-001
  6.3618749e+000  2.1364802e+000
  3.0040422e+000  2.4661993e+000
  2.1224539e+000  2.9789887e+000
 -3.8827038e+000 -1.8659183e+000
  3.0556754e+000  2.1131944e+000
  4.7862535e+000  2.6065977e+000
  3.4747528e+000  2.8030718e+000
 -4.1977117e+000 -2.0357406e+000
  2.6701722e+000  1.6364752e+000
  3.0971598e+000  1.3198081e+000
  2.4181530e-001  2.2120385e+000
 -1.0848944e+000 -1.7312796e+000
  2.9105183e+000  3.4859845e+000
  6.7385227e+000  2.5143944e+000
 -1.8176139e+000 -2.1945825e+000
  4.3762562e-001  1.6451058e+000
  6.3233358e-001  1.2946000e+000
 -2.5433063e+000 -1.5888715e-001
 -5.6444118e-001 -1.4813618e+000
  2.2814213e+000  1.7123218e+000
 -7.2723301e-001  1.7386030e+000
  3.4985729e+000  3.2453012e+000
 -2.4705843e+000 -9.6198822e-001
  5.3272145e+000  1.3384341e+000
  1.1876293e+000  2.5272811e+000
 -1.8111188e+000 -4.0035714e+000
 -2.9594082e+000  6.5579642e-004
  1.1227411e+000  3.4099987e+000
 -1.3730868e+000 -1.0811447e+000
  3.8219603e+000  1.8660707e+000
  5.7719939e+000  2.8876709e+000
 -2.2276757e-001 -1.7704140e+000
  7.2983552e-001  2.9732894e+000
  1.3217751e+000  3.4265081e+000
 -2.0671663e+000 -2.5495887e+000
  1.3576408e+000  2.1035124e+000
 -1.0540614e+000 -2.5218707e+000
 -9.6087654e-001 -1.2465981e+000
 -6.7901378e-001 -3.1623945e+000
  5.4385234e+000  1.9076516e+000
 -3.1945581e+000 -1.0538651e+000
  2.2293630e+000  2.2626807e+000
  2.0273734e+000  3.1434429e+000
 -1.6229445e+000 -3.8000874e+000
  2.5530067e+000  2.5984548e+000
 -6.6673824e-001 -1.8843254e+000
  2.2907229e+000  2.1732875e+000
  2.2528430e+000  3.1994256e+000
  4.8911179e+000  1.7409913e+000
  6.7878811e+000  2.9029695e+000
 -1.3788318e+000 -1.0299576e+000
 -1.9736681e+000 -3.0091466e+000
  1.1205280e+000  1.6578545e+000
  3.5583291e+000  2.3423465e+000
  2.9356655e+000  2.1437449e+000
 -7.9427364e-001 -1.1890273e+000
 -4.1549275e+000  2.4146923e-001
  2.6814127e+000  2.2519984e+000
 -3.8543057e+000 -1.7542856e+000
  2.0922396e+000  1.3421277e+000
  4.4096988e+000  2.2782818e+000
  1.7227134e+000  3.2583547e+000
 -4.1631968e+000  7.5003736e-001
 -9.5790762e-001 -2.2889083e+000
 -2.3187961e+000 -2.9932747e+000
 -3.1137835e+000 -7.2354127e-001
 -1.0124708e+000 -9.8311831e-001
  3.0486096e+000  2.2057586e+000
 -1.8673282e+000 -1.3113235e+000
  6.2349211e+000  2.1690952e+000
 -1.9760157e+000 -2.9154536e+000
 -3.8722374e-001 -1.5136364e+000
 -2.8665049e-001 -1.0859975e+000
  6.3515040e+000  2.4841451e+000
  2.3758499e+000  1.6982746e+000
  3.4605590e+000  1.5046487e+000
  1.3162342e+000  2.7893303e+000
 -2.7622663e+000 -4.7341386e-001
  5.6119218e+000  1.1395624e+000
  2.2353243e+000  3.6545401e-001
  3.1279826e+000  3.5555938e+000
 -9.2196431e-001 -3.5398610e+000
  1.3148369e+000  3.7952168e-001
 -2.5575253e+000 -2.5374959e+000
 -2.2027018e+000 -2.2237308e+000
 -4.8481983e+000 -3.3759000e+000
  3.5688069e+000  3.7977488e+000
  6.2607625e+000  2.1397559e+000
  5.0456488e+000  2.8618508e+000
  2.0016911e+000  3.1654490e+000
  2.2720293e+000  1.1090999e+000
  3.9478299e+000  1.2144286e+000
 -1.5471789e+000 -1.3711130e+000
  1.2454675e+000  2.6086919e+000
 -7.8994233e-001 -1.5160648e+000
  3.5779302e+000  2.4712417e+000
 -2.2764289e+000 -8.7939804e-001
  1.0153864e+000  2.5841139e+000
 -1.9815501e+000 -2.3410833e-001
 -1.7580373e+000 -1.6281599e+000
  3.1039096e+000  1.8962681e+000
  6.8406640e+000  2.4184644e+000
  5.6255061e+000  2.8431813e+000
  8.4526479e-001  1.7997661e+000
  1.4481905e+000  2.4499383e+000
  3.6321990e+000  2.4739396e+000
 -7.6906402e-001 -3.8116848e+000
  5.9125598e+000  2.8430155e+000
  3.1169252e-001  1.4466549e+000
 -1.0749889e+000 -1.2487499e+000
 -3.9490602e+000 -3.0193428e+000
 -3.0994798e+000 -7.1725166e-001
 -1.3177727e+000 -1.7121285e+000
 -3.1446284e+000 -2.4230183e+000
  3.3623638e+000  1.9234961e+000
  8.5038793e-001  3.3786129e-001
  6.3961280e-001  6.4953056e-001
  1.3067517e+000  8.3269327e-001
  2.4848451e+000  2.7054345e+000
 -5.8956401e-002 -1.6576178e+000
  2.6405804e+000  1.1037609e+000
 -2.7906846e+000 -2.1377458e+000
  2.3751467e+000  3.4446173e+000
  3.1042559e+000  2.6721190e+000
  1.9672911e+000  2.7288557e+000
  5.2593980e+000  8.7116086e-001
 -2.4238560e+000 -2.9352729e+000
  2.0259906e+000  2.6342353e+000
  6.3186070e-001  3.0376013e+000
  3.0706286e+000  2.9786824e+000
  1.7811025e+000 -7.1765560e-001
 -1.2455248e+000 -5.8612082e+000
  1.8432823e+000  1.0216674e+000
 -2.3859696e+000 -3.0706274e+000
 -1.8132347e+000 -1.8224523e+000
  4.4032087e+000  1.9893718e+000
  6.6984388e+000  2.7972571e+000
  1.4476414e+000  1.4334447e+000
  6.4639045e+000  2.3017333e+000
  2.5780968e+000  2.2446856e+000
 -1.3055091e+000 -1.8750631e+000
 -3.1428009e+000 -2.3832884e+000
  5.5846089e+000 -7.1802127e-003
 -2.2178053e+000 -1.4956790e+000
  3.3541028e+000  1.9115065e+000
 -2.6855880e-001 -1.9183962e+000
 -1.9924168e+000 -2.5427171e+000
  2.6114988e+000 -7.9071020e-002
  2.6846917e+000  2.2858034e+000
  6.6688481e+000  2.3773461e+000
  5.8360284e+000  2.2280266e+000
  2.2511243e+000  2.9607701e+000
  5.6921489e+000  1.5720021e+000
  6.8334732e-001  1.0330481e+000
  4.3516282e+000  7.8983833e-001
 -2.2065355e+000 -1.3320509e+000
 -4.2800348e-001 -1.9803390e+000
 -2.6724404e+000 -2.8611877e+000
 -1.8259884e+000 -3.2050648e+000
  1.4403445e+000  1.2900574e+000
 -1.8291211e+000 -1.7157334e+000
  1.0326502e+000  3.2714369e+000
  1.5263465e+000  9.1114451e-001
 -2.5820344e+000 -1.2378456e+000
 -2.1770459e-001 -1.1626256e-001
  6.0116184e+000  4.3491677e-001
 -2.7546280e+000 -2.0407879e+000
  3.0728815e+000  2.5586112e+000
 -1.6426020e+000 -1.4782906e+000
 -6.0187332e-001 -4.4828820e+000
  1.1705769e+000  1.7344183e+000
 -1.0446754e+000 -1.9180766e+000
  3.4990941e+000  1.5609110e+000
 -4.2481533e+000 -2.9324712e+000
 -2.9061913e+000 -1.5664076e+000
 -1.5916460e+000 -1.7382804e+000
  1.1715858e+000  1.7799916e+000
  2.3682951e+000  6.2433786e-001
 -1.9070092e+000 -1.5380422e+000
 -2.9994799e+000 -2.9300079e+000
  6.4478401e+000  1.3476189e+000
 -2.2540911e+000 -1.5983155e+000
  5.6039873e+000  1.8689319e+000
  3.1175158e+000  9.7235966e-001
  4.2984523e+000  7.4283251e-001
  3.3498014e+000  1.1676590e+000
 -2.1938784e+000 -1.3960373e+000