Table 1. Model Fit Statistics for Model (9) Given Different Numbers of Classes.
Num. of Classes | Effective Number of Parameters | Log-Likelihood | AIC | BIC | Weighted RSS | Agreement With Best Fit Seed |
---|---|---|---|---|---|---|
1 | 5.42 | -10544.9 | 21100.7 | 21118.6 | 41298.4 | 49/49 |
2 | 14.24 | -10513.1 | 21054.6 | 21101.6 | 37473.4 | 49/49 |
3 | 16.80 | -10226.6 | 20486.8 | 20542.2 | 28673.7 | 49/49 |
4 | 23.35 | -10026.6 | 20099.9 | 20176.9 | 25277.3 | 4/49 |
5 | 29.11 | -9864.6 | 19787.4 | 19883.4 | 23715.7 | 5/49 |
6 | 33.79 | -9896.2 | 19860.0 | 19971.5 | 22300.8 | 0/49 |
7 | 38.50 | -9840.3 | 19757.5 | 19884.5 | 21629.7 | 1/49 |