Table 2.
Latent Class Analysis Fit Indices for males and females.
| N class | Log-likelihood | AIC | BIC | SSABIC | LMR(P-value) | VLMR(P-value) | Entropy | Bootstrap LR(P-value) | 
|---|---|---|---|---|---|---|---|---|
| Male | ||||||||
| 2 class | -8087.884 | 16217.77 | 16350.48 | 16283.75 | <0.001 | <0.001 | 0.754 | <0.001 | 
| 3 class | −7998.045 | 16060.09 | 16262.31 | 16160.63 | <0.001 | <0.001 | 0.832 | <0.001 | 
| 4 class | −7949.804 | 15985.61 | 16257.35 | 16120.71 | <0.001 | <0.001 | 0.738 | <0.001 | 
| 5 class | −7922.112 | 15952.22 | 16293.48 | 16121.89 | 0.0116 | 0.0111 | 0.735 | <0.001 | 
| 6 class | −7905.51 | 15941.02 | 16351.79 | 16145.25 | 0.4104 | 0.4047 | 0.725 | <0.001 | 
| Female | ||||||||
| 2 class | −16237.2 | 32520.31 | 32674.11 | 32601.02 | <0.001 | <0.001 | 0.667 | <0.001 | 
| 3 class | −16082.9 | 32235.84 | 32469.8 | 32358.67 | <0.001 | <0.001 | 0.766 | <0.001 | 
| 4 class | −15965.2 | 32024.37 | 32338.66 | 32189.31 | <0.001 | <0.001 | 0.65 | <0.001 | 
| 5 class | −15914.2 | 31946.31 | 32340.84 | 32153.36 | 0.014 | 0.0134 | 0.635 | <0.001 | 
| 6 class | −15892.6 | 31927.2 | 32401.98 | 32176.37 | 0.0232 | 0.0224 | 0.643 | <0.001 | 
| 7 class | −15872.9 | 31911.76 | 32466.79 | 32203.04 | 0.1511 | 0.1484 | 0.651 | 0.01 | 
Abbreviations: AIC, Akaike Information Criterion; BIC, Bayesian Information Criterion; SSABIC, Sample Size Adjusted Bayesian Information Criterion; LMR, Lo–Mendell–Rubin likelihood ratio test; VLMR, Vuong-Lo-Mendell-Rubin likelihood ratio test; Bootstrap LR, bootstrap likelihood ratio test.