Table 1.
Rates of Convergence to a Proper Solution, Solution Deletion, and Model Selection
| Classes | Converged | Low π̂k | Outlier | Remaining | Lowest BIC |
|---|---|---|---|---|---|
| MAR Mechanism | |||||
| 1 | 499 | NA | 0 | 499 | 305 |
| 2 | 498 | 121 | 10 | 367 | 74 |
| 3 | 492 | 236 | 4 | 252 | 78 |
| 4 | 476 | 342 | 0 | 134 | 38 |
| 5 | 469 | 445 | 0 | 24 | 4 |
| SPMM Consistent Mechanism | |||||
| 1 | 500 | NA | 0 | 500 | 0 |
| 2 | 500 | 0 | 0 | 500 | 1 |
| 3 | 500 | 0 | 0 | 500 | 195 |
| 4 | 497 | 31 | 21 | 445 | 227 |
| 5 | 500 | 279 | 0 | 221 | 77 |
| RC-MNAR-M Mechanism | |||||
| 1 | 500 | NA | 0 | 500 | 2 |
| 2 | 500 | 0 | 0 | 500 | 0 |
| 3 | 495 | 0 | 2 | 493 | 45 |
| 4 | 483 | 2 | 9 | 472 | 305 |
| 5 | 425 | 125 | 3 | 297 | 148 |
| RC-MNAR-NM Mechanism | |||||
| 1 | 500 | NA | 0 | 500 | 112 |
| 2 | 500 | 136 | 0 | 364 | 251 |
| 3 | 499 | 259 | 0 | 240 | 117 |
| 4 | 461 | 407 | 0 | 54 | 13 |
| 5 | 387 | 103 | 0 | 10 | 7 |
| OD-MNAR Mechanism | |||||
| 1 | 500 | NA | 0 | 500 | 428 |
| 2 | 500 | 0 | 0 | 500 | 1 |
| 3 | 411 | 54 | 0 | 357 | 1 |
| 4 | 496 | 338 | 2 | 156 | 63 |
| 5 | 177 | 156 | 0 | 21 | 7 |