ABBREVIATED OUTPUT FOR DATA SET 1: TRYING K = 3 Iteration: 1 pi: 0.327 0.342 0.331 log likelihood: -788.7787 minus penalty: -788.7787 Iteration: 2 pi: 0.327 0.342 0.331 log likelihood: -788.7117 minus penalty: -788.7117 Iteration: 3 pi: 0.327 0.342 0.331 log likelihood: -788.6471 minus penalty: -788.6471 Iteration: 4 pi: 0.327 0.342 0.331 log likelihood: -788.5486 minus penalty: -788.5486 Iteration: 5 pi: 0.328 0.342 0.33 log likelihood: -788.3902 minus penalty: -788.3902 Iteration: 6 pi: 0.328 0.342 0.33 log likelihood: -788.126 minus penalty: -788.126 Iteration: 7 pi: 0.328 0.341 0.33 log likelihood: -787.6649 minus penalty: -787.6649 Iteration: 8 pi: 0.329 0.341 0.33 log likelihood: -786.8089 minus penalty: -786.8089 Iteration: 9 pi: 0.331 0.34 0.33 log likelihood: -785.0948 minus penalty: -785.0948 Iteration: 10 pi: 0.334 0.337 0.329 log likelihood: -781.4449 minus penalty: -781.4449 Iteration: 11 pi: 0.342 0.331 0.326 log likelihood: -774.0037 minus penalty: -774.0037 Iteration: 12 pi: 0.359 0.32 0.32 log likelihood: -761.9352 minus penalty: -761.9352 Iteration: 13 pi: 0.384 0.304 0.312 log likelihood: -744.2384 minus penalty: -744.2384 Iteration: 14 pi: 0.412 0.285 0.303 log likelihood: -717.4374 minus penalty: -717.4374 Iteration: 15 pi: 0.444 0.264 0.291 log likelihood: -699.3976 minus penalty: -699.3976 Iteration: 16 pi: 0.469 0.249 0.281 log likelihood: -696.2239 minus penalty: -696.2239 Iteration: 17 pi: 0.485 0.24 0.275 log likelihood: -695.1005 minus penalty: -695.1005 Iteration: 18 pi: 0.496 0.234 0.27 log likelihood: -694.3941 minus penalty: -694.3941 Iteration: 19 pi: 0.505 0.229 0.267 log likelihood: -693.926 minus penalty: -693.926 Iteration: 20 pi: 0.511 0.225 0.264 log likelihood: -693.6209 minus penalty: -693.6209 Iteration: 21 pi: 0.516 0.222 0.262 log likelihood: -693.4248 minus penalty: -693.4248 Iteration: 22 pi: 0.52 0.22 0.26 log likelihood: -693.297 minus penalty: -693.297 Iteration: 23 pi: 0.523 0.218 0.259 log likelihood: -693.2091 minus penalty: -693.2091 Iteration: 24 pi: 0.524 0.217 0.258 log likelihood: -693.1424 minus penalty: -693.1424 Iteration: 25 pi: 0.526 0.216 0.258 log likelihood: -693.0862 minus penalty: -693.0862 TRYING K = 3 AND LAMBDA = 4 Iteration: 1 pi: 0.526 0.216 0.258 log likelihood: -694.4476 minus penalty: -706.2819 Iteration: 2 pi: 0.525 0.217 0.258 log likelihood: -693.4035 minus penalty: -705.1988 Iteration: 3 pi: 0.524 0.217 0.259 log likelihood: -693.4548 minus penalty: -704.9302 Iteration: 4 pi: 0.524 0.217 0.259 log likelihood: -693.5103 minus penalty: -704.7017 Iteration: 5 pi: 0.523 0.217 0.259 log likelihood: -693.5799 minus penalty: -704.636 Iteration: 6 pi: 0.523 0.217 0.26 log likelihood: -693.6241 minus penalty: -704.616 Iteration: 7 pi: 0.523 0.217 0.26 log likelihood: -693.6442 minus penalty: -704.6063 Iteration: 8 pi: 0.523 0.217 0.26 log likelihood: -693.6518 minus penalty: -704.5998 Iteration: 9 pi: 0.523 0.218 0.26 log likelihood: -693.6538 minus penalty: -704.5949 Iteration: 10 pi: 0.523 0.218 0.26 log likelihood: -693.6531 minus penalty: -704.5909 Iteration: 11 pi: 0.523 0.218 0.259 log likelihood: -693.6512 minus penalty: -704.5874 Iteration: 12 pi: 0.523 0.218 0.259 log likelihood: -693.6485 minus penalty: -704.5843 Iteration: 13 pi: 0.523 0.218 0.259 log likelihood: -693.6455 minus penalty: -704.5814 Iteration: 14 pi: 0.523 0.219 0.259 log likelihood: -693.642 minus penalty: -704.5785 Iteration: 15 pi: 0.523 0.219 0.258 log likelihood: -693.6382 minus penalty: -704.5755 Iteration: 16 pi: 0.523 0.219 0.258 log likelihood: -693.6341 minus penalty: -704.5724 Iteration: 17 pi: 0.523 0.22 0.258 log likelihood: -693.6295 minus penalty: -704.569 Iteration: 18 pi: 0.523 0.22 0.257 log likelihood: -693.6246 minus penalty: -704.5654 Iteration: 19 pi: 0.522 0.221 0.257 log likelihood: -693.6193 minus penalty: -704.5614 Iteration: 20 pi: 0.522 0.221 0.256 log likelihood: -693.6135 minus penalty: -704.557 Iteration: 21 pi: 0.522 0.222 0.256 log likelihood: -693.6073 minus penalty: -704.5521 Iteration: 22 pi: 0.522 0.222 0.255 log likelihood: -693.6006 minus penalty: -704.5467 Iteration: 23 pi: 0.522 0.223 0.255 log likelihood: -693.5935 minus penalty: -704.5407 Iteration: 24 pi: 0.522 0.224 0.254 log likelihood: -693.5858 minus penalty: -704.5341 Iteration: 25 pi: 0.522 0.224 0.253 log likelihood: -693.5775 minus penalty: -704.5267 Iteration: 26 pi: 0.522 0.225 0.253 log likelihood: -693.5687 minus penalty: -704.5185 Iteration: 27 pi: 0.522 0.226 0.252 log likelihood: -693.5592 minus penalty: -704.5095 Iteration: 28 pi: 0.522 0.227 0.251 log likelihood: -693.5491 minus penalty: -704.4994 Iteration: 29 pi: 0.522 0.228 0.25 log likelihood: -693.5383 minus penalty: -704.4883 Iteration: 30 pi: 0.522 0.229 0.249 log likelihood: -693.5267 minus penalty: -704.476 Iteration: 31 pi: 0.522 0.23 0.248 log likelihood: -693.5144 minus penalty: -704.4624 Iteration: 32 pi: 0.522 0.231 0.247 log likelihood: -693.5011 minus penalty: -704.4473 Iteration: 33 pi: 0.522 0.232 0.246 log likelihood: -693.4869 minus penalty: -704.4308 Iteration: 34 pi: 0.522 0.233 0.245 log likelihood: -693.4718 minus penalty: -704.4125 Iteration: 35 pi: 0.522 0.234 0.244 log likelihood: -693.4555 minus penalty: -704.3923 Iteration: 36 pi: 0.521 0.236 0.243 log likelihood: -693.438 minus penalty: -704.3701 Iteration: 37 pi: 0.521 0.237 0.242 log likelihood: -693.4191 minus penalty: -704.3457 Iteration: 38 pi: 0.521 0.239 0.24 log likelihood: -693.3988 minus penalty: -704.3187 Iteration: 39 pi: 0.521 0.24 0.239 log likelihood: -693.3767 minus penalty: -704.289 Iteration: 40 pi: 0.521 0.242 0.238 log likelihood: -693.3527 minus penalty: -704.2562 Iteration: 41 pi: 0.521 0.243 0.236 log likelihood: -693.3263 minus penalty: -704.2198 Iteration: 42 pi: 0.521 0.245 0.235 log likelihood: -693.297 minus penalty: -704.1794 Iteration: 43 pi: 0.521 0.246 0.233 log likelihood: -693.2642 minus penalty: -704.1341 Iteration: 44 pi: 0.52 0.248 0.232 log likelihood: -693.227 minus penalty: -704.0831 Iteration: 45 pi: 0.52 0.25 0.23 log likelihood: -693.1839 minus penalty: -704.025 Iteration: 46 pi: 0.52 0.251 0.228 log likelihood: -693.1331 minus penalty: -703.9578 Iteration: 47 pi: 0.52 0.253 0.227 log likelihood: -693.0714 minus penalty: -703.8785 Iteration: 48 pi: 0.52 0.255 0.225 log likelihood: -692.9943 minus penalty: -703.7827 Iteration: 49 pi: 0.52 0.257 0.223 log likelihood: -692.894 minus penalty: -703.6628 Iteration: 50 pi: 0.52 0.259 0.221 log likelihood: -692.7575 minus penalty: -703.5061 Iteration: 51 pi: 0.521 0.26 0.219 log likelihood: -692.5608 minus penalty: -703.2892 Iteration: 52 pi: 0.521 0.262 0.217 log likelihood: -692.2569 minus penalty: -702.9661 Iteration: 53 pi: 0.522 0.263 0.215 log likelihood: -691.7449 minus penalty: -702.4381 Iteration: 54 pi: 0.523 0.264 0.212 log likelihood: -690.7883 minus penalty: -701.4736 Iteration: 55 pi: 0.526 0.265 0.21 log likelihood: -688.7916 minus penalty: -699.4888 Iteration: 56 pi: 0.53 0.263 0.208 log likelihood: -684.3115 minus penalty: -695.0756 Iteration: 57 pi: 0.537 0.255 0.208 log likelihood: -674.8975 minus penalty: -685.8529 Iteration: 58 pi: 0.547 0.24 0.213 log likelihood: -659.8188 minus penalty: -671.1411 Iteration: 59 pi: 0.554 0.219 0.227 log likelihood: -646.0447 minus penalty: -657.8264 Iteration: 60 pi: 0.556 0.2 0.244 log likelihood: -626.4796 minus penalty: -638.7018 Iteration: 61 pi: 0.556 0.188 0.256 log likelihood: -598.2509 minus penalty: -610.7929 Iteration: 62 pi: 0.556 0.187 0.257 log likelihood: -596.7195 minus penalty: -609.3115 Iteration: 63 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 64 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 65 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 66 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 67 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 68 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 69 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 70 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 71 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 72 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 73 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 74 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 75 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 76 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 77 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 78 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 79 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 80 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 81 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 82 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 83 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 84 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 85 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 86 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 87 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 88 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 89 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 90 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 91 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 92 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 93 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 94 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 95 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 96 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 97 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 98 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 99 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 Iteration: 100 pi: 0.556 0.187 0.257 log likelihood: -596.7173 minus penalty: -609.3112 $pi [1] 0.5562418 0.1866667 0.2570916 $mu [,1] [,2] [1,] 4.927984 4.013983 [2,] 1.015296 4.049701 [3,] 2.962427 4.108269 $sigma [,1] [,2] [1,] 0.3874776 0.5123105 [2,] 0.1764588 0.4837338 [3,] 0.2859369 0.5488743 Summary: K lambda est val tst [1,] 1 0 -2.629385 -2.626074 -2.612758 [2,] 2 0 -2.311156 -2.389828 -2.390623 [3,] 2 1 -2.311189 -2.388606 -2.389872 [4,] 2 2 -2.311288 -2.387442 -2.389187 [5,] 2 4 -2.311692 -2.385292 -2.388020 [6,] 2 8 -2.313374 -2.381734 -2.386535 [7,] 3 0 -2.307669 -2.384663 -2.395332 [8,] 3 1 -1.988384 -2.135464 -2.091179 [9,] 3 2 -1.988567 -2.133434 -2.090099 [10,] 3 4 -1.989058 -2.130703 -2.088272 [11,] 3 8 -2.313449 -2.381375 -2.386108 [12,] 4 0 -2.296473 -2.395449 -2.413102 [13,] 4 1 -1.977477 -2.145711 -2.107966 [14,] 4 2 -1.978057 -2.140978 -2.104081 [15,] 4 4 -1.980884 -2.134434 -2.095248 [16,] 4 8 -2.313455 -2.381428 -2.386136