--------------------------------------------------- RESULTS OF INDIVIDUAL LEVEL MIXTURE ANALYSIS: Data file: 3pop_baps.txt Model: independent Number of clustered individuals: 39 Number of groups in optimal partition: 2 Log(marginal likelihood) of optimal partition: -267850.4922 Best Partition: Cluster 1: {POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3} Cluster 2: {POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1} Changes in log(marginal likelihood) if indvidual i is moved to group j: ind 1 2 POP2: -7650.4 .0 POP2: -7124.3 .0 POP2: -7662.0 .0 POP2: -7734.0 .0 POP2: -7187.4 .0 POP2: -7199.5 .0 POP2: -7813.7 .0 POP2: -6986.6 .0 POP2: -7466.3 .0 POP2: -7524.4 .0 POP2: -6922.3 .0 POP2: -7007.3 .0 POP2: -7774.6 .0 POP3: .0 -7457.1 POP3: .0 -8258.6 POP3: .0 -8404.4 POP3: .0 -8264.8 POP3: .0 -8991.9 POP3: .0 -9307.8 POP3: .0 -8018.4 POP3: .0 -9387.2 POP3: .0 -8899.8 POP3: .0 -7812.1 POP3: .0 -8858.7 POP3: .0 -9066.6 POP3: .0 -8385.5 POP1: -7698.4 .0 POP1: -7157.6 .0 POP1: -7401.5 .0 POP1: -6423.3 .0 POP1: -5748.5 .0 POP1: -7628.6 .0 POP1: -7766.7 .0 POP1: -7679.6 .0 POP1: -6793.8 .0 POP1: -7290.6 .0 POP1: -7215.7 .0 POP1: -6424.7 .0 POP1: -7514.5 .0 KL-divergence matrix in PHYLIP format: 2 Cluster_1 0.000 0.633 Cluster_2 0.633 0.000 List of sizes of 10 best visited partitions and corresponding log(ml) values 2 -267850.4922 3 -271990.2443 4 -275899.4519 4 -276425.8149 4 -276868.3597 4 -277697.77 5 -281139.8772 5 -281724.0362 5 -282109.5994 5 -283766.7447 Probabilities for number of clusters 2 1 --------------------------------------------------- RESULTS OF INDIVIDUAL LEVEL MIXTURE ANALYSIS: Data file: 5pops_baps.txt Model: independent Number of clustered individuals: 65 Number of groups in optimal partition: 5 Log(marginal likelihood) of optimal partition: -422952.8569 Best Partition: Cluster 1: {POP4, POP4, POP4, POP4, POP4, POP4, POP4, POP4, POP4, POP4, POP4, POP4, POP4} Cluster 2: {POP5, POP5, POP5, POP5, POP5, POP5, POP5, POP5, POP5, POP5, POP5, POP5, POP5} Cluster 3: {POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2, POP2} Cluster 4: {POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1, POP1} Cluster 5: {POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3, POP3} Changes in log(marginal likelihood) if indvidual i is moved to group j: ind 1 2 3 4 5 POP2: -6759.8 -6751.6 .0 -6863.3 -6668.4 POP2: -6053.5 -6124.2 .0 -6233.2 -5737.9 POP2: -5170.7 -6046.2 .0 -5815.2 -5658.8 POP2: -6214.6 -6314.8 .0 -6198.9 -5719.3 POP2: -6474.7 -6748.5 .0 -6722.9 -6492.8 POP2: -5967.4 -6261.8 .0 -6074.3 -5957.8 POP2: -5734.2 -6147.4 .0 -6141.1 -5774.3 POP2: -6247.2 -6165.7 .0 -6388.7 -6280.6 POP2: -6018.0 -6305.0 .0 -5856.1 -5842.0 POP2: -6788.9 -6824.5 .0 -6410.5 -5730.8 POP2: -6007.3 -5916.0 .0 -5796.0 -5879.3 POP2: -6379.7 -6334.9 .0 -6324.6 -6252.0 POP2: -6551.0 -6591.5 .0 -6656.2 -6307.4 POP5: -6835.7 .0 -6968.7 -6798.2 -7362.0 POP5: -6849.2 .0 -6512.1 -6816.1 -6960.3 POP5: -6616.7 .0 -6106.2 -7003.4 -6516.3 POP5: -6585.6 .0 -6238.3 -6933.0 -6787.8 POP5: -6574.6 .0 -6520.5 -7089.4 -6740.6 POP5: -7679.8 .0 -7394.8 -6555.8 -7932.0 POP5: -7060.2 .0 -7507.8 -7723.8 -7939.7 POP5: -7155.6 .0 -7260.9 -7456.8 -7279.3 POP5: -6897.4 .0 -7070.9 -7364.7 -7080.3 POP5: -6890.6 .0 -6844.6 -7488.4 -6985.9 POP5: -6218.7 .0 -5360.9 -6083.2 -6101.7 POP5: -7227.6 .0 -7004.5 -7025.6 -7149.6 POP5: -6669.5 .0 -6141.0 -6456.2 -6434.3 POP3: -6632.4 -7390.9 -7124.1 -7049.8 .0 POP3: -6401.9 -6869.5 -6462.5 -6782.3 .0 POP3: -6187.3 -6863.4 -6032.1 -6478.4 .0 POP3: -6057.5 -6898.5 -6277.2 -6274.1 .0 POP3: -6626.7 -7362.6 -6707.1 -6878.6 .0 POP3: -6311.4 -6994.5 -6433.6 -6911.3 .0 POP3: -5949.3 -6861.5 -6313.5 -6407.8 .0 POP3: -6298.2 -7002.8 -6405.2 -6711.6 .0 POP3: -6576.2 -7040.0 -5721.2 -6761.0 .0 POP3: -6386.7 -6766.4 -6198.1 -6368.8 .0 POP3: -6218.7 -6511.9 -6154.3 -6213.3 .0 POP3: -6294.6 -6667.4 -5830.3 -6395.7 .0 POP3: -6197.5 -6803.9 -6546.1 -6668.8 .0 POP1: -6761.1 -6887.8 -6955.1 .0 -7018.5 POP1: -6206.7 -6362.3 -6412.8 .0 -6477.5 POP1: -5906.2 -6410.9 -6411.8 .0 -6330.6 POP1: -6675.7 -7100.2 -6218.6 .0 -6768.5 POP1: -6293.4 -6645.2 -6716.8 .0 -6901.5 POP1: -6059.7 -6488.4 -5796.4 .0 -6063.7 POP1: -6526.5 -6065.9 -5760.8 .0 -6385.9 POP1: -6565.2 -6692.6 -6811.9 .0 -7020.4 POP1: -6493.2 -6685.0 -6618.1 .0 -6866.0 POP1: -6114.8 -6437.4 -6018.6 .0 -6648.3 POP1: -6316.3 -6547.8 -6095.4 .0 -6466.8 POP1: -6066.1 -6761.9 -5867.1 .0 -6540.5 POP1: -6368.6 -6335.7 -6210.6 .0 -6097.1 POP4: .0 -7462.5 -7641.9 -7096.2 -6963.3 POP4: .0 -6683.4 -6995.2 -6829.9 -6502.7 POP4: .0 -6686.1 -6403.2 -6564.4 -6201.6 POP4: .0 -6750.1 -6787.9 -7064.7 -6735.0 POP4: .0 -5764.8 -5552.5 -5509.0 -5772.0 POP4: .0 -7622.6 -7770.8 -7999.8 -7513.2 POP4: .0 -6547.6 -6165.0 -6394.4 -6225.6 POP4: .0 -6747.7 -6518.5 -6463.9 -6740.3 POP4: .0 -6645.1 -6617.2 -6619.5 -6876.1 POP4: .0 -6806.2 -6590.7 -6634.9 -6570.8 POP4: .0 -7004.9 -7196.4 -7066.3 -7203.6 POP4: .0 -5509.9 -4840.2 -5481.5 -5213.1 POP4: .0 -6892.5 -6390.1 -6421.9 -6491.4 KL-divergence matrix in PHYLIP format: 5 Cluster_1 0.000 0.533 0.499 0.509 0.504 Cluster_2 0.533 0.000 0.507 0.526 0.542 Cluster_3 0.499 0.507 0.000 0.487 0.479 Cluster_4 0.509 0.526 0.487 0.000 0.514 Cluster_5 0.504 0.542 0.479 0.514 0.000 List of sizes of 10 best visited partitions and corresponding log(ml) values 5 -422952.8569 6 -428383.481 6 -430540.8539 7 -435035.0609 7 -435830.0209 7 -436139.5144 7 -436576.2275 8 -441929.7141 8 -442899.3414 Probabilities for number of clusters 5 1 --------------------------------------------------- RESULTS OF INDIVIDUAL LEVEL MIXTURE ANALYSIS: Data file: hapmap_baps.txt Model: independent Number of clustered individuals: 268 Number of groups in optimal partition: 3 Log(marginal likelihood) of optimal partition: -16646343.9643 Best Partition: Cluster 1: {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90} Cluster 2: {181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268} Cluster 3: {91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180} Changes in log(marginal likelihood) if indvidual i is moved to group j: ind 1 2 3 1: .0 -5795.8 -8379.2 2: .0 -6450.4 -8879.6 3: .0 -6334.0 -8716.9 4: .0 -5557.1 -8730.5 5: .0 -5957.5 -9193.7 6: .0 -6072.4 -9014.4 7: .0 -5950.4 -8940.4 8: .0 -6080.0 -8979.8 9: .0 -6163.9 -8898.8 10: .0 -6167.1 -8981.1 11: .0 -5957.8 -8707.2 12: .0 -5831.5 -8848.2 13: .0 -6014.5 -8747.1 14: .0 -6135.9 -9165.8 15: .0 -5682.1 -8914.6 16: .0 -6035.1 -8651.2 17: .0 -6462.7 -9243.9 18: .0 -6023.1 -8906.4 19: .0 -5631.7 -9000.8 20: .0 -5985.5 -8915.9 21: .0 -5847.2 -8843.8 22: .0 -6308.2 -9091.2 23: .0 -6159.8 -9071.3 24: .0 -5598.4 -8716.4 25: .0 -6003.0 -8837.3 26: .0 -5843.2 -8872.8 27: .0 -6190.5 -9348.9 28: .0 -5980.8 -8961.3 29: .0 -5934.8 -8839.2 30: .0 -6017.6 -8581.2 31: .0 -6110.4 -9299.5 32: .0 -5965.1 -8978.1 33: .0 -5818.7 -8663.8 34: .0 -5742.7 -8708.1 35: .0 -6147.9 -8785.9 36: .0 -5979.0 -8828.9 37: .0 -5437.5 -8736.9 38: .0 -5783.3 -8856.0 39: .0 -5721.5 -8940.3 40: .0 -5837.4 -8856.2 41: .0 -5995.5 -8834.3 42: .0 -5785.1 -8726.9 43: .0 -6132.7 -8981.4 44: .0 -5447.6 -9079.0 45: .0 -5957.6 -8684.5 46: .0 -5905.5 -9033.0 47: .0 -5772.6 -8850.6 48: .0 -5906.8 -9226.2 49: .0 -6164.0 -8879.2 50: .0 -5742.3 -8818.0 51: .0 -5758.3 -8504.6 52: .0 -6067.0 -9142.2 53: .0 -5743.4 -8393.4 54: .0 -6172.3 -8702.7 55: .0 -5754.0 -8739.0 56: .0 -6108.3 -9073.0 57: .0 -5895.0 -9120.8 58: .0 -5681.6 -8937.9 59: .0 -5479.8 -8391.2 60: .0 -6049.3 -9093.9 61: .0 -5863.9 -8559.8 62: .0 -5380.9 -8757.0 63: .0 -5937.8 -9049.4 64: .0 -5905.3 -8879.9 65: .0 -5763.9 -8711.3 66: .0 -5819.1 -9001.4 67: .0 -5909.5 -9066.1 68: .0 -5843.0 -9328.5 69: .0 -5760.0 -8956.6 70: .0 -5906.9 -8614.3 71: .0 -5946.2 -8977.6 72: .0 -5513.3 -8307.7 73: .0 -5973.1 -8979.9 74: .0 -5983.8 -8745.1 75: .0 -5999.9 -8630.5 76: .0 -6341.3 -9161.3 77: .0 -6281.7 -9183.8 78: .0 -5838.5 -9149.7 79: .0 -5840.6 -8767.2 80: .0 -6085.0 -8754.2 81: .0 -5575.9 -8938.9 82: .0 -6027.5 -9155.9 83: .0 -6108.5 -9388.1 84: .0 -5679.4 -8909.1 85: .0 -5940.0 -8967.4 86: .0 -5754.1 -8427.2 87: .0 -5805.7 -9036.4 88: .0 -5779.5 -8926.0 89: .0 -5888.6 -8887.0 90: .0 -5843.8 -9013.2 91: -8402.6 -9176.4 .0 92: -8624.6 -9258.4 .0 93: -8552.2 -9136.7 .0 94: -8437.2 -9467.2 .0 95: -8379.2 -9013.7 .0 96: -8770.3 -9671.1 .0 97: -8810.1 -9282.6 .0 98: -8727.8 -9316.0 .0 99: -8381.9 -9004.3 .0 100: -8477.5 -8938.4 .0 101: -8189.0 -8831.7 .0 102: -8257.8 -8831.3 .0 103: -8387.9 -9159.1 .0 104: -8371.1 -9276.3 .0 105: -8607.6 -9100.4 .0 106: -8164.8 -9038.6 .0 107: -8743.8 -9498.9 .0 108: -8822.7 -9666.8 .0 109: -8341.4 -9052.0 .0 110: -8190.3 -8893.9 .0 111: -8668.1 -9170.1 .0 112: -8400.4 -8764.4 .0 113: -8567.8 -9053.9 .0 114: -8478.9 -9251.5 .0 115: -8380.0 -8900.2 .0 116: -8422.1 -8846.9 .0 117: -8663.8 -9210.8 .0 118: -8875.0 -9456.0 .0 119: -8321.8 -9094.7 .0 120: -8845.8 -9666.9 .0 121: -8479.2 -9328.3 .0 122: -8609.3 -9304.8 .0 123: -8954.6 -9722.8 .0 124: -8553.3 -9294.2 .0 125: -7938.7 -8570.9 .0 126: -8576.5 -9167.7 .0 127: -8475.8 -9260.4 .0 128: -8838.5 -9358.1 .0 129: -9042.6 -9689.2 .0 130: -8594.5 -9265.3 .0 131: -8382.8 -9271.8 .0 132: -8444.1 -9265.2 .0 133: -8716.7 -9345.5 .0 134: -8666.9 -9303.2 .0 135: -8817.6 -9186.7 .0 136: -8487.4 -9185.8 .0 137: -8322.0 -9032.2 .0 138: -8409.5 -9077.2 .0 139: -8499.5 -9219.4 .0 140: -8714.7 -9220.4 .0 141: -8891.1 -9472.5 .0 142: -8408.1 -9074.3 .0 143: -8454.3 -9434.8 .0 144: -8836.7 -9777.9 .0 145: -8612.3 -9308.4 .0 146: -7981.4 -8664.9 .0 147: -8420.3 -9293.4 .0 148: -8690.2 -9440.4 .0 149: -8659.2 -9126.7 .0 150: -8787.2 -9495.5 .0 151: -8382.4 -8929.5 .0 152: -8410.2 -9132.6 .0 153: -8578.3 -9061.4 .0 154: -8488.1 -9045.9 .0 155: -8377.3 -9091.3 .0 156: -8546.4 -9119.7 .0 157: -8404.2 -8876.9 .0 158: -8378.0 -9175.9 .0 159: -8588.7 -9101.7 .0 160: -8535.3 -9260.7 .0 161: -8395.8 -8984.7 .0 162: -8794.0 -9601.7 .0 163: -8125.8 -8868.1 .0 164: -8748.2 -9104.1 .0 165: -8836.2 -9475.8 .0 166: -8263.3 -9152.8 .0 167: -8375.9 -9046.0 .0 168: -8385.3 -9103.5 .0 169: -8497.5 -9240.8 .0 170: -8596.6 -9127.5 .0 171: -8897.7 -9494.4 .0 172: -8588.2 -9375.5 .0 173: -8414.5 -9458.5 .0 174: -8476.8 -9279.3 .0 175: -7996.7 -8937.7 .0 176: -8369.5 -9164.7 .0 177: -8290.2 -8857.0 .0 178: -8701.5 -9439.4 .0 179: -8754.8 -9268.3 .0 180: -9022.4 -9583.4 .0 181: -5620.5 .0 -9606.1 182: -5826.1 .0 -9627.5 183: -6051.6 .0 -9900.1 184: -6000.0 .0 -9563.2 185: -5778.8 .0 -9582.6 186: -6021.1 .0 -9459.2 187: -5751.8 .0 -9593.7 188: -5841.2 .0 -9224.6 189: -6128.8 .0 -9370.9 190: -5843.9 .0 -9308.6 191: -5936.6 .0 -9787.0 192: -5855.6 .0 -9459.7 193: -5623.4 .0 -9458.9 194: -5817.5 .0 -9895.3 195: -5857.4 .0 -9768.8 196: -6137.2 .0 -9849.4 197: -5850.3 .0 -9502.6 198: -6078.9 .0 -9568.3 199: -5921.6 .0 -9609.0 200: -5939.9 .0 -9650.9 201: -6102.9 .0 -9687.5 202: -5958.1 .0 -9452.7 203: -5784.1 .0 -9695.7 204: -5909.8 .0 -9685.8 205: -5922.3 .0 -9924.3 206: -6094.7 .0 -9886.4 207: -5715.5 .0 -9445.0 208: -5921.5 .0 -9816.3 209: -6183.1 .0 -9860.1 210: -6457.8 .0 -1.0e4 211: -6227.8 .0 -9941.7 212: -5419.6 .0 -9492.3 213: -5954.7 .0 -9751.0 214: -5943.3 .0 -9640.6 215: -6007.1 .0 -9720.8 216: -6026.4 .0 -9867.7 217: -5934.2 .0 -9661.2 218: -5846.4 .0 -9647.9 219: -5688.9 .0 -9758.5 220: -6061.0 .0 -9769.6 221: -6012.1 .0 -9823.6 222: -6092.8 .0 -9883.0 223: -5801.7 .0 -9781.6 224: -6017.6 .0 -9433.0 225: -5733.2 .0 -9325.1 226: -5834.4 .0 -9783.3 227: -5945.4 .0 -9796.6 228: -6111.5 .0 -9651.3 229: -5820.1 .0 -9552.2 230: -5937.9 .0 -9578.9 231: -6068.1 .0 -9703.5 232: -6158.0 .0 -9804.9 233: -6154.7 .0 -9838.0 234: -6299.1 .0 -1.0e4 235: -5900.6 .0 -9506.7 236: -6145.4 .0 -9886.4 237: -6053.4 .0 -9407.6 238: -5869.5 .0 -9611.8 239: -6102.2 .0 -9404.5 240: -6023.0 .0 -9864.1 241: -6089.3 .0 -9453.3 242: -5805.3 .0 -9959.3 243: -6077.8 .0 -9857.2 244: -5691.1 .0 -9813.6 245: -6215.3 .0 -1.0e4 246: -5743.7 .0 -9530.7 247: -5977.8 .0 -9578.9 248: -5970.9 .0 -9506.1 249: -5982.5 .0 -9592.3 250: -5948.4 .0 -9666.1 251: -6457.9 .0 -9616.2 252: -5917.5 .0 -9559.1 253: -6117.7 .0 -9456.8 254: -5899.6 .0 -9773.9 255: -5938.5 .0 -9610.8 256: -5657.6 .0 -9568.1 257: -6122.7 .0 -9710.5 258: -5789.1 .0 -9592.8 259: -5634.1 .0 -9232.5 260: -6464.5 .0 -1.0e4 261: -6194.9 .0 -9783.4 262: -5819.8 .0 -9613.6 263: -5812.9 .0 -9418.9 264: -5817.8 .0 -9425.7 265: -6361.4 .0 -9891.4 266: -5757.5 .0 -9234.1 267: -6125.9 .0 -9696.9 268: -6384.4 .0 -1.0e4 KL-divergence matrix in PHYLIP format: 3 Cluster_1 0.000 0.098 0.139 Cluster_2 0.098 0.000 0.149 Cluster_3 0.139 0.149 0.000 List of sizes of 10 best visited partitions and corresponding log(ml) values 3 -16646343.9643 3 -16646343.9643 4 -16650770.3896 4 -16650826.6751 4 -16660669.8236 4 -16660862.038 4 -16669064.4974 4 -16669435.0857 4 -16671632.9595 4 -16671803.5724 Probabilities for number of clusters 3 1 --------------------------------------------------- RESULTS OF INDIVIDUAL LEVEL MIXTURE ANALYSIS: Data file: bovine_baps.txt Model: independent Number of clustered individuals: 230 Number of groups in optimal partition: 14 Log(marginal likelihood) of optimal partition: -2105208.1731 Best Partition: Cluster 1: {10} Cluster 2: {1, 2, 3, 4, 5, 7, 8, 9, 11, 12, 13, 15, 16, 17, 18, 19, 20, 21, 22} Cluster 3: {108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132} Cluster 4: {75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 105, 106} Cluster 5: {6, 14} Cluster 6: {104} Cluster 7: {133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156} Cluster 8: {184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204} Cluster 9: {205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230} Cluster 10: {47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74} Cluster 11: {23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46} Cluster 12: {157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183} Cluster 13: {34} Cluster 14: {85, 107} Changes in log(marginal likelihood) if indvidual i is moved to group j: ind 1 2 3 4 5 6 7 8 9 10 11 12 13 14 1: -1376.1 .0 -5084.4 -1514.6 -1659.8 -1944.8 -1320.9 -1173.4 -1823.4 -2840.4 -1612.7 -2243.9 -1930.8 -3380.2 2: -686.6 .0 -4257.3 -1233.1 -1429.0 -1234.2 -1081.1 -759.0 -1576.3 -2522.8 -1179.9 -1731.3 -1320.8 -2765.5 3: -1247.3 .0 -5013.7 -1433.7 -91.1 -1672.4 -1264.1 -900.0 -1534.2 -2787.4 -1402.3 -2027.7 -1536.3 -3451.2 4: -1456.8 .0 -4931.5 -1629.1 -1802.1 -1952.3 -1294.5 -1127.3 -1665.6 -2813.7 -1406.4 -2049.4 -1924.8 -3683.7 5: -1554.7 .0 -5105.3 -1848.4 -2005.5 -2081.9 -1457.6 -1310.3 -2047.2 -2818.6 -1612.4 -2033.6 -1812.0 -3679.5 6: -2210.6 -677.6 -5670.8 -2551.9 .0 -2913.3 -2075.4 -1877.0 -2281.6 -3899.5 -2160.4 -2695.7 -2589.5 -4621.8 7: -1264.3 .0 -4822.5 -1513.6 -1237.8 -1854.5 -1305.2 -1032.5 -1767.0 -2762.9 -1450.1 -2020.5 -1779.4 -3435.0 8: -1180.9 .0 -4940.8 -1510.2 -1732.4 -1863.3 -1299.8 -1012.4 -1739.9 -2588.8 -1282.1 -1929.0 -1643.4 -3396.6 9: -1087.6 .0 -5095.5 -1702.5 -1929.5 -1752.0 -1500.2 -1081.6 -1848.0 -2731.3 -1504.9 -2113.0 -1832.3 -3717.5 10: .0 -582.7 -5261.3 -1986.2 -2196.9 -2174.0 -1815.5 -1527.4 -2084.6 -3231.3 -1846.4 -2259.3 -2062.4 -3581.4 11: -1650.7 .0 -5423.7 -1875.5 -699.6 -2244.3 -1736.4 -1319.2 -2047.0 -3466.1 -1678.2 -2334.4 -1934.9 -3913.7 12: -1374.7 .0 -4748.1 -1546.0 -1804.3 -1860.9 -1489.7 -1102.8 -1688.7 -2832.5 -1494.6 -2244.8 -1979.0 -3673.2 13: -1795.8 .0 -5388.0 -1842.3 -1750.3 -2538.5 -1916.9 -1358.3 -1978.4 -3042.5 -1784.3 -2426.0 -2362.2 -4218.4 14: -2219.3 -541.3 -5201.3 -2433.1 .0 -2593.8 -1974.1 -1807.1 -2306.0 -3365.7 -1960.1 -2659.2 -2465.7 -4465.2 15: -1090.7 .0 -4748.8 -1499.1 -1604.4 -1560.9 -1204.2 -1011.4 -1704.4 -3053.2 -1328.2 -2027.3 -1707.2 -3404.5 16: -1594.8 .0 -4969.4 -1846.4 -1940.4 -1967.1 -1327.6 -1107.6 -1716.3 -2881.3 -1570.8 -1784.0 -1800.1 -3844.7 17: -1406.8 .0 -4792.8 -1514.1 -1702.2 -1853.8 -1069.9 -965.6 -1528.8 -2598.3 -1466.4 -2020.1 -1740.6 -3438.4 18: -1153.2 .0 -5156.0 -1794.6 -1891.6 -1910.5 -1450.8 -1116.5 -1684.8 -2933.7 -1568.0 -2265.7 -1954.0 -3581.3 19: -1033.4 .0 -4881.5 -1417.0 -1459.0 -1457.0 -1059.8 -845.9 -1557.6 -2694.7 -1262.0 -1715.7 -1367.6 -3405.8 20: -1493.3 .0 -4604.6 -1562.0 -2092.2 -1920.9 -1395.6 -986.3 -1584.4 -2747.5 -1449.5 -1924.5 -1738.0 -3859.7 21: -1141.7 .0 -4577.0 -1440.8 -1517.8 -1529.2 -1112.4 -725.7 -1383.1 -2335.9 -1172.1 -1398.8 -1739.9 -3288.0 22: -1010.3 .0 -4784.6 -1641.8 -1754.1 -1592.8 -1203.5 -938.1 -1525.2 -2916.2 -1300.1 -1776.9 -1831.3 -3952.3 23: -1900.9 -1257.8 -2754.4 -2367.0 -2506.9 -1906.6 -1897.1 -1845.5 -2055.5 -3675.8 .0 -2280.7 -1331.7 -4223.0 24: -1667.6 -1121.5 -2705.9 -2072.2 -2294.9 -1810.9 -1614.6 -1767.6 -1911.4 -3351.4 .0 -2273.8 -1134.6 -3521.5 25: -1725.1 -1238.4 -2567.4 -1942.8 -2257.4 -1718.3 -1726.5 -1657.2 -1718.8 -3185.4 .0 -2344.2 -1298.6 -3281.9 26: -2343.4 -1770.2 -3016.4 -2614.3 -2875.8 -2343.0 -2212.4 -2422.0 -2516.5 -3972.3 .0 -2958.9 -1777.1 -4673.2 27: -1972.1 -1484.6 -2820.3 -2353.6 -2716.6 -2288.1 -2189.8 -2098.9 -2307.0 -3969.8 .0 -2988.4 -1405.9 -3848.5 28: -2015.8 -1396.5 -3053.1 -2577.3 -2706.0 -2412.3 -1901.2 -2115.1 -2157.2 -3999.1 .0 -2537.0 -1511.8 -4184.9 29: -2018.6 -1396.0 -2742.5 -2241.6 -2541.3 -2111.2 -1994.1 -2075.0 -2258.2 -3708.6 .0 -2670.3 -1472.9 -4108.8 30: -2564.6 -1881.6 -3261.7 -2568.2 -3015.0 -2594.3 -2242.4 -2261.3 -2291.4 -4059.3 .0 -3122.4 -1990.5 -4624.1 31: -2434.8 -1836.7 -2803.0 -2625.6 -3037.6 -2527.8 -2236.5 -2412.5 -2498.4 -3912.1 .0 -2933.9 -1738.0 -4419.4 32: -1941.3 -1441.1 -3179.3 -2256.8 -2566.0 -2225.1 -1801.6 -1823.6 -2064.7 -3563.4 .0 -2402.5 -1785.3 -4151.9 33: -1677.0 -1189.0 -2538.7 -1967.3 -2364.2 -1873.4 -1704.3 -1830.5 -2196.1 -3464.4 .0 -2337.4 -1448.8 -3848.6 34: -2062.4 -1470.4 -3632.7 -2248.1 -2597.6 -2219.7 -2078.1 -2143.8 -2274.1 -3887.5 -618.7 -2542.3 .0 -4106.1 35: -2235.1 -1765.9 -2819.0 -2597.9 -2951.2 -2545.6 -2419.0 -2367.0 -2600.6 -4052.0 .0 -2936.0 -1836.2 -4503.4 36: -1991.6 -1351.1 -3356.6 -2366.9 -2658.0 -2035.8 -1893.4 -2018.0 -2170.3 -3650.0 .0 -2360.0 -1426.2 -3991.2 37: -2576.5 -1757.2 -3328.0 -2731.2 -2968.9 -2475.7 -2375.3 -2425.2 -2724.5 -4217.5 .0 -3101.2 -1962.2 -4754.2 38: -2466.7 -1744.3 -3367.4 -2612.3 -2956.1 -2516.1 -2088.5 -2248.7 -2357.9 -3852.0 .0 -3030.5 -1977.2 -4517.1 39: -2489.4 -1774.2 -3171.7 -2632.6 -2819.7 -2462.7 -2210.7 -2237.6 -2516.4 -4091.2 .0 -3145.9 -1829.4 -4473.0 40: -2007.6 -1464.9 -2883.8 -2336.2 -2628.1 -2073.9 -1947.2 -2129.1 -2243.7 -3864.5 .0 -2652.1 -1479.4 -3732.8 41: -2438.9 -1940.6 -3246.0 -2697.3 -3026.7 -2351.5 -2065.3 -2282.9 -2434.2 -4132.3 .0 -2858.5 -1901.7 -4407.1 42: -1341.5 -992.5 -2944.2 -1747.7 -2098.9 -1399.3 -1268.3 -1369.1 -1088.3 -3545.9 .0 -1897.0 -1214.6 -3468.6 43: -2228.2 -1460.8 -2961.9 -2295.6 -2709.3 -2147.9 -1981.3 -1980.8 -2084.4 -3460.4 .0 -2592.4 -1508.4 -4187.4 44: -1996.9 -1283.1 -2758.6 -2196.7 -2414.8 -1790.8 -1746.8 -1796.6 -1899.3 -3698.5 .0 -2199.0 -1387.8 -3924.6 45: -2036.8 -1321.4 -2722.1 -2016.7 -2595.7 -1758.1 -1698.7 -1829.1 -2146.1 -3438.1 .0 -2519.4 -1651.9 -3759.8 46: -1716.8 -1405.7 -2778.2 -2155.2 -2385.4 -1976.9 -1804.6 -1889.9 -2114.6 -3555.7 .0 -2292.3 -1227.5 -3771.0 47: -3657.5 -2716.8 -6121.7 -3316.6 -4264.9 -3956.5 -3118.5 -2889.6 -3208.8 .0 -3446.8 -3835.6 -3971.5 -5609.1 48: -3734.1 -2803.1 -6574.7 -3455.4 -4415.1 -3848.2 -3248.5 -2791.2 -3449.7 .0 -3535.5 -3861.5 -4027.2 -5729.7 49: -3575.8 -2640.5 -6328.8 -3282.1 -4103.4 -3718.3 -2981.7 -2838.2 -3412.6 .0 -3387.9 -3730.5 -3718.5 -5616.3 50: -2630.2 -1777.7 -5153.6 -2310.4 -3264.4 -2816.7 -2266.7 -1934.5 -2315.4 .0 -2393.9 -2666.1 -2834.3 -4414.3 51: -3377.4 -2662.2 -6346.3 -3249.8 -4115.7 -3565.9 -3097.4 -2886.7 -3254.3 .0 -3502.0 -3719.8 -3730.1 -5281.5 52: -3149.6 -2174.2 -5781.8 -2797.2 -3652.2 -3301.1 -2626.1 -2588.3 -2757.1 .0 -3021.8 -3319.2 -3292.8 -5285.7 53: -2828.9 -2047.9 -6081.7 -2668.7 -3487.8 -3089.5 -2597.2 -2177.5 -2883.1 .0 -2979.8 -3179.4 -3178.6 -4525.6 54: -3530.5 -2723.6 -6178.1 -3267.3 -4054.8 -3848.4 -3014.6 -2951.5 -3302.9 .0 -3362.3 -3840.0 -3828.2 -5572.5 55: -3599.1 -2477.8 -6128.8 -3007.3 -4156.7 -3527.7 -2870.7 -2620.8 -2967.8 .0 -3196.1 -3493.6 -3930.2 -5315.3 56: -3886.6 -2897.2 -6067.1 -3479.0 -4335.3 -3886.3 -3213.8 -3077.7 -3478.4 .0 -3611.0 -3963.9 -3979.8 -5849.1 57: -3426.8 -2428.0 -6184.5 -2946.4 -4021.8 -3529.9 -2830.4 -2621.0 -2923.6 .0 -3006.5 -3314.4 -3592.4 -5462.5 58: -3804.6 -2717.3 -6016.9 -3266.6 -4305.1 -3851.3 -3020.9 -2887.9 -3179.5 .0 -3546.2 -3801.2 -3912.1 -5576.2 59: -3512.7 -2626.0 -6124.0 -3207.9 -4176.2 -3851.0 -3020.2 -2723.8 -3125.7 .0 -3430.7 -3665.8 -3857.3 -5674.2 60: -3795.4 -2788.9 -6097.0 -3238.9 -4192.1 -3924.7 -3123.0 -2891.5 -3221.8 .0 -3469.7 -3759.4 -3884.7 -5705.6 61: -3767.8 -2595.8 -5997.8 -3284.8 -4161.2 -3716.4 -2912.9 -2809.7 -3031.4 .0 -3286.9 -3751.8 -3937.1 -5694.6 62: -3955.4 -2944.7 -6685.1 -3516.7 -4593.0 -4036.5 -3325.4 -3225.8 -3612.1 .0 -3817.3 -3957.6 -4107.3 -6092.4 63: -2904.0 -2140.5 -5708.4 -2759.2 -3392.3 -3024.8 -2427.1 -2243.6 -2618.5 .0 -2630.3 -3000.9 -3167.2 -4947.7 64: -3221.2 -2183.6 -5714.3 -2645.4 -3740.6 -3244.1 -2590.9 -2465.0 -2868.7 .0 -2829.0 -3296.3 -3455.6 -5049.5 65: -3503.7 -2497.4 -6265.0 -3097.5 -3940.0 -3620.6 -2922.2 -2783.7 -3069.6 .0 -3420.6 -3644.5 -3805.6 -5565.6 66: -2541.8 -1702.2 -5185.3 -2397.2 -3116.7 -2922.2 -1973.4 -1948.8 -2244.8 .0 -2326.8 -2775.1 -2874.6 -4538.1 67: -3403.4 -2551.6 -6023.7 -2934.5 -4017.5 -3495.9 -2875.0 -2643.9 -2916.1 .0 -3102.0 -3584.9 -3622.6 -5140.7 68: -3390.1 -2750.8 -5987.0 -3138.0 -4005.7 -3724.3 -3037.6 -2842.4 -3230.8 .0 -3437.4 -3591.8 -3787.1 -5306.8 69: -3993.8 -2661.0 -5846.5 -3237.8 -4217.5 -3960.9 -3009.4 -2806.8 -3089.7 .0 -3397.6 -3760.3 -3829.5 -5804.2 70: -3701.8 -2733.0 -6125.7 -3314.7 -4274.0 -3767.4 -2942.5 -2780.4 -3339.7 .0 -3521.5 -3676.0 -3947.9 -5707.3 71: -2650.6 -1782.0 -5544.5 -2348.3 -3162.9 -2720.1 -1996.3 -1911.7 -2309.6 .0 -2427.1 -2853.5 -2897.8 -4589.0 72: -2172.4 -1408.3 -5146.2 -2044.9 -2807.5 -2233.5 -1615.5 -1632.2 -2054.1 .0 -2111.2 -2314.8 -2386.0 -4133.9 73: -2399.1 -1572.8 -4990.0 -1994.9 -2999.0 -2277.6 -1846.5 -1684.6 -1998.0 .0 -2251.7 -2464.6 -2473.3 -4030.7 74: -3842.4 -2731.7 -6016.0 -3170.8 -4196.6 -3643.3 -2903.9 -2882.8 -3333.6 .0 -3363.8 -3824.5 -3952.6 -5421.3 75: -2195.1 -1934.0 -6169.4 .0 -2964.7 -1921.2 -2070.7 -2295.1 -2719.1 -4102.5 -2598.4 -3748.1 -2251.0 -2054.3 76: -2450.4 -1775.0 -6056.2 .0 -3058.9 -1897.4 -1808.5 -2046.7 -2422.1 -3671.2 -2480.3 -3548.4 -2189.6 -2435.7 77: -2220.1 -1770.0 -5919.3 .0 -2720.2 -1770.4 -1645.9 -2098.0 -2335.9 -3705.8 -2241.0 -3558.9 -2086.8 -2263.5 78: -2063.9 -1458.2 -5075.9 .0 -2705.4 -1731.5 -1311.3 -1572.5 -1885.8 -3017.9 -1999.8 -2647.7 -2153.2 -2489.4 79: -2298.2 -1791.1 -5855.5 .0 -3036.9 -2131.0 -1745.0 -2023.1 -2592.9 -3740.7 -2376.1 -3350.4 -2385.8 -2725.0 80: -2132.1 -2178.0 -5982.6 .0 -3096.0 -2059.3 -1904.9 -2294.9 -2517.9 -3688.5 -2581.2 -3517.0 -2369.5 -2130.2 81: -2033.6 -1878.8 -6142.7 .0 -2943.3 -1858.9 -1845.7 -2192.8 -2667.7 -4003.9 -2612.2 -3896.7 -2437.6 -2085.2 82: -1476.1 -737.8 -4843.1 .0 -2128.3 -956.9 -757.3 -1082.7 -1427.3 -2795.6 -1373.2 -2441.6 -1658.1 -2498.9 83: -2061.3 -1817.8 -6234.6 .0 -3063.9 -1708.0 -1798.4 -2216.0 -2484.7 -3723.5 -2562.4 -3467.1 -2127.9 -2215.6 84: -2430.0 -1984.1 -6120.7 .0 -3233.5 -2020.6 -1754.8 -2124.6 -2572.5 -3876.9 -2746.6 -3730.2 -2644.4 -2309.9 85: -2412.1 -3035.0 -7457.6 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.0 -1628.4 -2705.2 -1603.5 -2291.5 -2209.1 -3719.0 202: -2077.7 -1325.2 -5380.7 -2055.1 -2740.7 -2133.3 -1904.5 .0 -2011.6 -3504.2 -2206.1 -2984.9 -2306.8 -3671.6 203: -1984.9 -1011.6 -5220.6 -1846.8 -2306.2 -1945.3 -1599.3 .0 -1945.5 -2843.8 -1963.8 -2301.4 -2304.5 -3845.0 204: -1453.6 -563.8 -4821.5 -1500.0 -1785.3 -1738.4 -1143.4 .0 -1490.3 -2697.7 -1580.1 -1934.8 -1773.5 -3682.6 205: -2316.4 -1592.6 -5019.2 -2074.5 -2883.8 -2458.9 -1592.7 -1679.0 .0 -3075.2 -1848.6 -2486.8 -2427.5 -4469.0 206: -2905.3 -1865.9 -5277.3 -2351.9 -3255.9 -3035.1 -2029.7 -2046.0 .0 -3440.9 -2297.2 -2900.3 -3075.7 -4964.9 207: -1793.9 -1228.6 -5441.5 -1623.0 -2550.2 -1975.9 -1329.9 -1357.3 .0 -3073.9 -1579.5 -2442.1 -2269.7 -3806.6 208: -2450.5 -2164.8 -6233.2 -2512.8 -3219.8 -2687.2 -2335.1 -1991.2 .0 -4005.4 -2520.9 -3405.8 -2765.3 -4503.9 209: -2683.6 -1984.2 -5603.7 -2305.9 -3368.2 -2626.8 -1855.8 -1942.2 .0 -3398.0 -2252.5 -2863.9 -2695.7 -4759.6 210: -2633.0 -1750.2 -5020.4 -2183.7 -3188.9 -2692.4 -1584.3 -1689.1 .0 -2999.5 -1909.8 -2549.8 -2766.4 -4581.7 211: -2333.8 -1556.9 -5764.4 -2245.5 -2608.6 -2291.0 -1614.7 -1669.6 .0 -3316.0 -1995.2 -2752.6 -2314.6 -4166.8 212: -2963.2 -1844.4 -5130.0 -2420.0 -3464.8 -3191.0 -1914.8 -2054.6 .0 -3255.9 -2070.4 -2778.5 -2924.9 -4931.3 213: -2569.2 -1731.4 -5298.9 -2115.6 -3093.5 -2483.7 -1613.2 -1723.5 .0 -3094.0 -2154.6 -2433.1 -2663.5 -4585.8 214: -2592.9 -1908.1 -5791.7 -2309.9 -3323.4 -2568.4 -1733.5 -1797.9 .0 -3441.2 -2297.2 -3057.8 -2684.3 -4530.0 215: -2708.1 -1943.8 -6035.6 -2411.4 -3220.0 -2783.2 -2147.8 -2122.2 .0 -3650.0 -2386.3 -3245.3 -2872.4 -4448.2 216: -2833.4 -1907.6 -5461.5 -2410.0 -3421.2 -3195.7 -2105.6 -1986.6 .0 -3392.8 -2359.0 -2782.3 -3031.0 -4748.0 217: -2507.5 -1529.3 -4828.6 -1934.0 -2896.6 -2387.4 -1542.6 -1577.1 .0 -2792.6 -1746.1 -2296.9 -2532.6 -4593.0 218: -2294.6 -1532.7 -5478.4 -2048.7 -2809.1 -2374.3 -1603.3 -1708.2 .0 -3134.3 -2137.4 -2421.9 -2507.0 -4099.5 219: -2255.1 -1535.0 -5345.9 -2193.3 -2906.6 -2454.2 -1474.9 -1566.3 .0 -3129.4 -1887.5 -2656.6 -2559.5 -4418.9 220: -2480.1 -1804.7 -5600.6 -2588.5 -3173.7 -2801.9 -1926.4 -1859.2 .0 -3578.9 -2303.7 -3114.2 -2693.9 -4557.0 221: -2701.8 -1875.9 -5462.0 -2339.0 -2999.8 -2687.2 -1831.5 -1920.2 .0 -3299.6 -2306.1 -2803.9 -2756.1 -4669.3 222: -2554.9 -1762.6 -5608.0 -2246.2 -3053.3 -2562.1 -1652.8 -1696.0 .0 -3099.5 -2113.5 -2714.1 -2739.6 -4490.8 223: -2181.7 -1514.1 -5253.8 -1752.1 -2729.2 -2170.2 -1610.6 -1646.1 .0 -3134.4 -1906.0 -2359.1 -2420.8 -4197.6 224: -2122.1 -1338.8 -4794.6 -1773.7 -2703.4 -2007.4 -1374.1 -1396.7 .0 -2805.1 -1659.2 -2252.1 -2147.5 -3858.7 225: -2684.8 -1988.8 -5769.1 -2288.7 -3184.2 -2703.9 -2008.7 -2035.4 .0 -3536.5 -2240.9 -3093.8 -2756.9 -4688.7 226: -2300.8 -1601.6 -5116.2 -2059.4 -2975.8 -2403.9 -1583.1 -1764.7 .0 -2869.6 -1874.9 -2603.7 -2397.4 -4292.2 227: -2269.4 -1546.7 -5412.0 -1892.3 -2617.1 -2257.4 -1515.4 -1616.4 .0 -3193.5 -1919.8 -2541.7 -2108.8 -4015.7 228: -2254.6 -1304.1 -5187.8 -1660.8 -2691.6 -2248.7 -1371.8 -1537.2 .0 -3116.1 -1605.3 -2192.8 -2191.1 -4211.2 229: -2297.4 -1707.0 -5523.3 -2160.5 -2970.2 -2751.7 -1680.3 -1817.0 .0 -3531.9 -2084.2 -2762.1 -2563.3 -4485.9 230: -2109.5 -1235.7 -4988.8 -1699.9 -2410.2 -1986.1 -1192.3 -1391.6 .0 -2951.7 -1468.8 -2074.7 -2058.8 -3805.7 KL-divergence matrix in PHYLIP format: 14 Cluster_1 0.000 0.335 0.678 0.404 0.528 0.535 0.417 0.400 0.446 0.545 0.411 0.433 0.529 0.600 Cluster_2 0.335 0.000 0.441 0.200 0.295 0.389 0.174 0.152 0.202 0.279 0.185 0.232 0.384 0.523 Cluster_3 0.678 0.441 0.000 0.506 0.644 0.665 0.479 0.464 0.490 0.545 0.276 0.538 0.587 0.850 Cluster_4 0.404 0.200 0.506 0.000 0.417 0.359 0.186 0.216 0.241 0.332 0.255 0.341 0.418 0.340 Cluster_5 0.528 0.295 0.644 0.417 0.000 0.572 0.395 0.385 0.422 0.520 0.395 0.436 0.552 0.680 Cluster_6 0.535 0.389 0.665 0.359 0.572 0.000 0.390 0.408 0.445 0.551 0.413 0.454 0.540 0.582 Cluster_7 0.417 0.174 0.479 0.186 0.395 0.390 0.000 0.194 0.197 0.304 0.217 0.275 0.427 0.523 Cluster_8 0.400 0.152 0.464 0.216 0.385 0.408 0.194 0.000 0.208 0.290 0.228 0.269 0.431 0.551 Cluster_9 0.446 0.202 0.490 0.241 0.422 0.445 0.197 0.208 0.000 0.312 0.233 0.296 0.452 0.610 Cluster_10 0.545 0.279 0.545 0.332 0.520 0.551 0.304 0.290 0.312 0.000 0.346 0.381 0.567 0.712 Cluster_11 0.411 0.185 0.276 0.255 0.395 0.413 0.217 0.228 0.233 0.346 0.000 0.279 0.345 0.574 Cluster_12 0.433 0.232 0.538 0.341 0.436 0.454 0.275 0.269 0.296 0.381 0.279 0.000 0.446 0.706 Cluster_13 0.529 0.384 0.587 0.418 0.552 0.540 0.427 0.431 0.452 0.567 0.345 0.446 0.000 0.635 Cluster_14 0.600 0.523 0.850 0.340 0.680 0.582 0.523 0.551 0.610 0.712 0.574 0.706 0.635 0.000 List of sizes of 10 best visited partitions and corresponding log(ml) values 14 -2105208.1731 13 -2105587.3443 12 -2106963.0723 11 -2107330.6572 13 -2107331.8432 10 -2107949.3732 14 -2108481.5017 13 -2108485.1819 13 -2108943.2036 13 -2109178.5978 Probabilities for number of clusters 14 1 --------------------------------------------------- RESULTS OF INDIVIDUAL LEVEL MIXTURE ANALYSIS: Data file: shriver5_baps.txt Model: independent Number of clustered individuals: 307 Number of groups in optimal partition: 5 Log(marginal likelihood) of optimal partition: -3552047.0184 Best Partition: Cluster 1: {145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223} Cluster 2: {1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 192, 193, 196, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307} Cluster 3: {63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 242, 243} Cluster 4: {165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183} Cluster 5: {83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 184, 185, 186, 187, 188, 189, 190, 191, 194, 195, 197, 198, 199, 200, 201, 202, 203, 241, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285} Changes in log(marginal likelihood) if indvidual i is moved to group j: ind 1 2 3 4 5 1: -5286.0 .0 -3041.5 -5496.1 -1838.3 2: -5908.2 .0 -3642.5 -5930.3 -2491.0 3: -5645.6 .0 -3265.4 -5644.7 -2022.1 4: -6091.3 .0 -3644.7 -5991.0 -2505.9 5: -6374.7 .0 -3927.4 -6399.9 -2870.6 6: -6130.2 .0 -3835.5 -6167.4 -2625.7 7: -5900.8 .0 -3363.0 -5736.4 -2163.0 8: -4144.4 .0 -2023.0 -4782.0 -714.9 9: -4302.0 .0 -1995.9 -4736.3 -545.7 10: -3840.9 .0 -1638.9 -4335.5 -196.0 11: -6575.1 .0 -4105.9 -6459.9 -3050.3 12: -5595.1 .0 -3149.8 -5596.8 -1988.4 13: -6666.3 .0 -4310.0 -6481.4 -3190.4 14: -6059.8 .0 -3525.8 -5990.2 -2368.2 15: -5585.9 .0 -3071.2 -5547.3 -1723.8 16: -5746.6 .0 -3545.0 -5687.3 -2656.0 17: -6483.1 .0 -3942.4 -6471.1 -2901.1 18: -5503.2 .0 -3200.7 -5555.7 -2013.1 19: -5524.3 .0 -3261.3 -5433.0 -2075.5 20: -6871.6 .0 -4276.4 -6629.6 -3166.1 21: -5695.3 .0 -3345.7 -5767.9 -2262.0 22: -3920.1 .0 -1899.6 -4498.0 -763.5 23: -6561.8 .0 -4056.8 -6332.9 -2894.1 24: -4590.4 .0 -2036.6 -4663.4 -1562.6 25: -5653.2 .0 -3298.4 -5614.0 -2012.5 26: -5111.1 .0 -2753.5 -5121.8 -1357.2 27: -6330.1 .0 -4050.2 -6363.8 -2836.7 28: -5797.3 .0 -3480.6 -5734.4 -2226.6 29: -5943.8 .0 -3501.5 -5949.0 -2255.8 30: -5820.5 .0 -3203.5 -5738.3 -2139.9 31: -6222.4 .0 -3773.0 -6071.9 -2750.0 32: -6672.6 .0 -4389.4 -6456.7 -3092.3 33: -6457.2 .0 -3976.7 -6200.6 -2771.2 34: -5429.5 .0 -2918.7 -5428.0 -1563.6 35: -6167.0 .0 -3730.8 -6049.0 -2508.6 36: -6167.4 .0 -3622.3 -6085.5 -2576.8 37: -6414.3 .0 -3960.4 -6187.4 -2790.8 38: -6243.1 .0 -3932.9 -6083.0 -2803.1 39: -6120.8 .0 -3699.1 -6018.4 -2568.8 40: -5137.7 .0 -2765.4 -5337.1 -1521.4 41: -5970.2 .0 -3736.8 -6035.3 -2454.6 42: -6594.7 .0 -4140.8 -6389.5 -3026.7 43: -7132.9 .0 -4768.8 -6556.7 -3776.5 44: -7443.1 .0 -4966.0 -6938.5 -3875.6 45: -7299.0 .0 -4849.3 -6694.0 -3791.1 46: -7370.9 .0 -4866.8 -6704.8 -3810.6 47: -7541.9 .0 -5016.9 -7043.5 -3919.1 48: -7241.0 .0 -4816.2 -6659.9 -3893.2 49: -7461.7 .0 -4949.7 -6921.4 -3853.8 50: -6996.5 .0 -4691.7 -6504.7 -3797.5 51: -7078.3 .0 -4518.9 -6493.2 -3572.5 52: -7485.7 .0 -4886.9 -7048.2 -3960.5 53: -7051.4 .0 -4778.4 -6714.0 -3768.6 54: -7096.6 .0 -4728.6 -6651.3 -3689.0 55: -7274.4 .0 -4797.6 -6569.2 -3796.7 56: -7246.4 .0 -4808.8 -6908.7 -3806.4 57: -7320.1 .0 -4834.1 -6910.8 -3833.1 58: -7586.6 .0 -5038.6 -6992.5 -4019.3 59: -7326.0 .0 -4791.5 -6789.4 -3789.2 60: -7546.0 .0 -5028.8 -7179.9 -3885.9 61: -7726.2 .0 -5068.7 -6995.0 -3999.9 62: -7121.2 .0 -4813.7 -6587.0 -3822.2 63: -2421.6 -4032.6 .0 -3666.9 -2098.8 64: -2409.8 -3947.2 .0 -3512.8 -1990.4 65: -2582.3 -3924.3 .0 -3553.2 -2070.0 66: -2479.9 -3959.9 .0 -3363.6 -1898.6 67: -2693.2 -3960.9 .0 -3558.3 -1889.1 68: -2260.4 -3807.7 .0 -3554.5 -1887.0 69: -2279.5 -3804.1 .0 -3394.3 -1981.2 70: -2550.9 -4090.1 .0 -3719.3 -2098.6 71: -2486.7 -3751.4 .0 -3209.5 -1997.5 72: -2444.0 -3888.3 .0 -3443.2 -1942.3 73: -2586.6 -3825.3 .0 -3419.3 -1875.0 74: -2570.0 -3841.3 .0 -3260.2 -1950.8 75: -2644.6 -3754.5 .0 -3338.9 -1834.4 76: -2442.3 -3718.5 .0 -3309.8 -1758.1 77: -2552.1 -3865.0 .0 -3291.1 -2008.1 78: -2555.8 -3669.0 .0 -3220.9 -1859.8 79: -2493.8 -3722.4 .0 -3429.7 -1918.7 80: -2693.8 -3974.5 .0 -3262.1 -1983.1 81: 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-6876.4 .0 -4417.6 -6418.9 -3293.6 KL-divergence matrix in PHYLIP format: 5 Cluster_1 0.000 0.385 0.160 0.371 0.216 Cluster_2 0.385 0.000 0.251 0.379 0.180 Cluster_3 0.160 0.251 0.000 0.227 0.109 Cluster_4 0.371 0.379 0.227 0.000 0.269 Cluster_5 0.216 0.180 0.109 0.269 0.000 List of sizes of 10 best visited partitions and corresponding log(ml) values 5 -3552047.0184 6 -3554654.6796 6 -3554692.8135 6 -3556905.7236 6 -3556915.0427 6 -3557241.2932 6 -3559295.4749 6 -3559421.3238 7 -3559960.1603 6 -3561302.3996 Probabilities for number of clusters 5 1