Table 1. Model fit of growth mixture models with 1-4 classes.
1 CLASS | 2 CLASS | 3 CLASS | 4 CLASS | 5 CLASS | |
---|---|---|---|---|---|
AIC | 389586 | 385487 | 383553 | 381949 | 380450 |
BIC | 389718 | 385670 | 383788 | 382235 | 380787 |
Entropy | - | 0.90 | 0.87 | 0.85 | 0.83 |
Log-likelihood | -194775 | -192718 | -191745 | -190936 | -190179 |
LMR-LRT p-value | - | <0.00001 | 0.05 | 0.02 | 0.55 |
Class 1 N (%) | 11316 (100%) | 10386 (92%) | 9892 (87%) | 9192 (81%) | 9026 (80%) |
Class 2 N (%) | - | 930 (8%) | 700 (6%) | 1193 (11%) | 851 (8%) |
Class 3 N (%) | - | - | 724 (6%) | 592 (5%) | 637 (6%) |
Class 4 N (%) | - | - | - | 340 (3%) | 553 (5%) |
Class 5 N (%) | - | - | - | - | 249 (2%) |
Akaike information criterion (AIC); Bayesian information criterion (BIC); Lo-Mendell-Rubin adjusted likelihood ratio test (LMR-LRT).