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. 2020 Feb 20;10:3034. doi: 10.1038/s41598-020-59668-y

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.