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. 2023 Jun 22;64(11):1596–1607. doi: 10.1111/jcpp.13851

Table 1.

Model fit of growth mixture models with 1–4 classes

1 Class 2 Class 3 Class 4 Class 5 Class
AIC 389,586 385,487 383,553 381,949 380,450
BIC 389,718 385,670 383,788 382,235 380,787
Entropy 0.90 0.87 0.85 0.83
Log‐likelihood −194,775 −192,718 −191,745 −190,936 −190,179

LMR‐LRT

p‐value

<0.00001 0.05 0.02 0.55
Class 1 N (%) 11,316 (100%) 10,386 (92%) 9,892 (87%) 9,192 (81%) 9,026 (80%)
Class 2 N (%) 930 (8%) 700 (6%) 1,193 (11%) 851 (8%)
Class 3 N (%) 724 (6%) 592 (5%) 637 (6%)
Class 4 N (%) 340 (3%) 553 (5%)
Class 5 N (%) 249 (2%)

AIC, Akaike information criterion; BIC, Bayesian information criterion; LMR‐LRT, Lo–Mendell–Rubin adjusted likelihood ratio test.