Table 2. Model Fit Statistics for Model (10) Given Different Numbers of Classes.
Num. of Classes | Effective Number of Parameters | Log-Likelihood | AIC | BIC | Weighted RSS | Agreement With Best Fit Seed |
---|---|---|---|---|---|---|
1 | 13.84 | -10299.8 | 20627.3 | 20672.9 | 33493.8 | 49/49 |
2 | 19.47 | -10307.2 | 20653.2 | 20717.4 | 32206.3 | 49/49 |
3 | 26.66 | -9938.4 | 19930.1 | 20018.0 | 22897.5 | 40/49 |
4 | 34.64 | -9764.7 | 19598.7 | 19712.9 | 21823.0 | 0/49 |
5 | 44.29 | -9629.5 | 19347.5 | 19493.6 | 20122.9 | 1/49 |
6 | 94.54 | -9538.9 | 19267.0 | 19578.8 | 18999.7 | 0/49 |
7 | 53.84 | -9646.8 | 19401.4 | 19578.9 | 18897.9 | 0/49 |