ABBREVIATED OUTPUT FOR DATA SET 2: TRYING K = 3 Iteration: 1 pi: 0.342 0.316 0.342 log likelihood: -57993.47 minus penalty: -57993.47 Iteration: 2 pi: 0.18 0.001 0.819 log likelihood: 85158 minus penalty: 85158 Iteration: 3 pi: 0.18 0.44 0.38 log likelihood: 146353.4 minus penalty: 146353.4 Iteration: 4 pi: 0.18 0.44 0.38 log likelihood: 146353.4 minus penalty: 146353.4 Iteration: 5 pi: 0.18 0.44 0.38 log likelihood: 146353.4 minus penalty: 146353.4 Iteration: 6 pi: 0.18 0.44 0.38 log likelihood: 146353.4 minus penalty: 146353.4 Iteration: 7 pi: 0.18 0.44 0.38 log likelihood: 146353.4 minus penalty: 146353.4 Iteration: 8 pi: 0.18 0.44 0.38 log likelihood: 146353.4 minus penalty: 146353.4 Iteration: 9 pi: 0.18 0.44 0.38 log likelihood: 146353.4 minus penalty: 146353.4 Iteration: 10 pi: 0.18 0.44 0.38 log likelihood: 146353.4 minus penalty: 146353.4 TRYING K = 3 AND LAMBDA = 1 Iteration: 1 pi: 0.18 0.44 0.38 log likelihood: 145980.7 minus penalty: 144204.5 Iteration: 2 pi: 0.18 0.44 0.38 log likelihood: 146320.4 minus penalty: 144559.1 Iteration: 3 pi: 0.18 0.44 0.38 log likelihood: 146320.3 minus penalty: 144559.1 Iteration: 4 pi: 0.18 0.44 0.38 log likelihood: 146320.3 minus penalty: 144559.1 Iteration: 5 pi: 0.18 0.44 0.38 log likelihood: 146320.3 minus penalty: 144559.1 Iteration: 6 pi: 0.18 0.44 0.38 log likelihood: 146320.3 minus penalty: 144559.1 Iteration: 7 pi: 0.18 0.44 0.38 log likelihood: 146320.3 minus penalty: 144559.1 Iteration: 8 pi: 0.18 0.44 0.38 log likelihood: 146320.3 minus penalty: 144559.1 Iteration: 9 pi: 0.18 0.44 0.38 log likelihood: 146320.3 minus penalty: 144559.1 Iteration: 10 pi: 0.18 0.44 0.38 log likelihood: 146320.3 minus penalty: 144559.1 $pi [1] 0.18 0.44 0.38 $r [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12] [,13] [,14] [1,] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 [2,] 1 0 1 1 0 1 0 0 1 1 1 0 0 1 [3,] 0 0 0 0 1 0 1 1 0 0 0 1 1 0 [,15] [,16] [,17] [,18] [,19] [,20] [,21] [,22] [,23] [,24] [,25] [,26] [1,] 1 0 0 0 0 1 1 0 0 0 0 0 [2,] 0 1 0 0 1 0 0 0 1 1 1 0 [3,] 0 0 1 1 0 0 0 1 0 0 0 1 [,27] [,28] [,29] [,30] [,31] [,32] [,33] [,34] [,35] [,36] [,37] [,38] [1,] 1 0 0 0 0 0 1 0 0 1 1 0 [2,] 0 0 1 0 1 0 0 1 0 0 0 0 [3,] 0 1 0 1 0 1 0 0 1 0 0 1 [,39] [,40] [,41] [,42] [,43] [,44] [,45] [,46] [,47] [,48] [,49] [,50] [1,] 0 0 0 0 0 0 0 1 0 0 0 1 [2,] 1 1 1 1 0 1 1 0 0 1 1 0 [3,] 0 0 0 0 1 0 0 0 1 0 0 0 [,51] [,52] [,53] [,54] [,55] [,56] [,57] [,58] [,59] [,60] [,61] [,62] [1,] 0 0 0 0 0 0 0 0 0 0 0 0 [2,] 1 0 1 1 1 1 0 0 0 1 0 1 [3,] 0 1 0 0 0 0 1 1 1 0 1 0 [,63] [,64] [,65] [,66] [,67] [,68] [,69] [,70] [,71] [,72] [,73] [,74] [1,] 0 0 1 0 0 0 0 1 0 0 0 0 [2,] 1 0 0 1 0 1 0 0 0 1 1 0 [3,] 0 1 0 0 1 0 1 0 1 0 0 1 [,75] [,76] [,77] [,78] [,79] [,80] [,81] [,82] [,83] [,84] [,85] [,86] [1,] 0 0 0 0 0 0 0 0 0 0 1 0 [2,] 0 1 1 1 0 1 0 1 0 1 0 0 [3,] 1 0 0 0 1 0 1 0 1 0 0 1 [,87] [,88] [,89] [,90] [,91] [,92] [,93] [,94] [,95] [,96] [,97] [,98] [1,] 0 0 0 0 0 0 0 0 1 0 1 0 [2,] 0 1 0 1 0 0 0 0 0 0 0 0 [3,] 1 0 1 0 1 1 1 1 0 1 0 1 [,99] [,100] [,101] [,102] [,103] [,104] [,105] [,106] [,107] [,108] [1,] 0 0 0 0 1 0 0 0 0 0 [2,] 0 1 1 0 0 1 0 0 1 1 [3,] 1 0 0 1 0 0 1 1 0 0 [,109] [,110] [,111] [,112] [,113] [,114] [,115] [,116] [,117] [,118] [1,] 0 1 0 1 1 0 0 0 0 0 [2,] 1 0 1 0 0 1 1 1 0 0 [3,] 0 0 0 0 0 0 0 0 1 1 [,119] [,120] [,121] [,122] [,123] [,124] [,125] [,126] [,127] [,128] [1,] 0 0 1 1 0 0 1 0 0 0 [2,] 0 0 0 0 0 1 0 0 0 0 [3,] 1 1 0 0 1 0 0 1 1 1 [,129] [,130] [,131] [,132] [,133] [,134] [,135] [,136] [,137] [,138] [1,] 0 0 0 1 1 0 0 1 1 0 [2,] 1 1 0 0 0 0 1 0 0 0 [3,] 0 0 1 0 0 1 0 0 0 1 [,139] [,140] [,141] [,142] [,143] [,144] [,145] [,146] [,147] [,148] [1,] 0 0 0 1 0 0 1 0 0 0 [2,] 0 0 0 0 1 1 0 0 0 0 [3,] 1 1 1 0 0 0 0 1 1 1 [,149] [,150] [,151] [,152] [,153] [,154] [,155] [,156] [,157] [,158] [1,] 0 0 0 0 1 0 0 1 0 0 [2,] 0 1 1 1 0 0 0 0 0 0 [3,] 1 0 0 0 0 1 1 0 1 1 [,159] [,160] [,161] [,162] [,163] [,164] [,165] [,166] [,167] [,168] [1,] 0 0 1 0 0 0 0 0 0 1 [2,] 1 1 0 1 1 1 1 0 1 0 [3,] 0 0 0 0 0 0 0 1 0 0 [,169] [,170] [,171] [,172] [,173] [,174] [,175] [,176] [,177] [,178] [1,] 0 0 0 0 0 0 0 1 0 0 [2,] 1 1 1 1 1 0 0 0 0 1 [3,] 0 0 0 0 0 1 1 0 1 0 [,179] [,180] [,181] [,182] [,183] [,184] [,185] [,186] [,187] [,188] [1,] 0 0 0 0 0 0 1 0 0 1 [2,] 1 0 1 0 1 1 0 1 1 0 [3,] 0 1 0 1 0 0 0 0 0 0 [,189] [,190] [,191] [,192] [,193] [,194] [,195] [,196] [,197] [,198] [1,] 0 0 0 0 0 0 0 0 0 0 [2,] 0 1 0 1 1 1 0 1 0 1 [3,] 1 0 1 0 0 0 1 0 1 0 [,199] [,200] [1,] 0 1 [2,] 0 0 [3,] 1 0 Summary: K lambda est val tst [1,] 1 0 -325.1038 -408.90180 -339.06911 [2,] 2 0 124.5128 61.10855 103.35771 [3,] 2 1 124.3471 61.11598 103.39291 [4,] 2 3 123.1540 60.10537 102.63082 [5,] 2 9 114.6478 51.39269 95.73216 [6,] 3 0 731.7668 620.58679 695.75121 [7,] 3 1 731.6014 620.60383 695.76075 [8,] 3 3 730.4104 619.61521 694.95227 [9,] 3 9 721.8869 610.94279 687.88752 [10,] 4 0 737.0942 617.77095 693.17719 [11,] 4 1 736.9182 617.78967 693.19102 [12,] 4 3 730.4104 619.61521 694.95227 [13,] 4 9 721.8869 610.94279 687.88752