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. 2022 May 18;22:1002. doi: 10.1186/s12889-022-13395-3

Table 1.

Latent profile analysis fit statistics

AIC BIC SA-BIC LMR-LRT BLRT Entropy
1 class 31,544.28 31,603.61 31,559.17
2 classes 30,915.93 31,009.17 30,939.34 631.69* 644.35* 0.81
3 classes 30,685.00 30,812.15 30,716.93 242.07 246.92* 0.81
4 classes 30,510.75 30,671.81 30,551.19 186.52* 190.25* 0.85
5 classes 30,438.80 30,633.77 30,487.75 86.22 87.95 0.85

AIC Akaike Information Criteria, BIC Bayesian Information Criteria, SA-BIC Sample Adjusted BIC, LMR-LRT Lo-Mendell-Rubin Likelihood Ratio Test, BLRT Bootstrapped Likelihood Ratio Test

*p < .05