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. 2025 Sep 4;21:749–758. doi: 10.2147/VHRM.S534357

Table 2.

Fit Indices of LCPA for Proactive Health Behaviours Clusters

Classes LL AIC BIC aBIC Entropy p-value Mixing Ratio
LMR BLRT
1 −76,390.531 153,093.061 153,886.593 153,391.077 - - - -
2 −69,338.191 139,302.383 140,894.532 139,900.324 0.961 <0.001 <0.001 37.5/62.5
3 −66,388.364 133,716.729 136,107.496 134,614.596 0.967 <0.001 <0.001 35.6/25.5/38.7
4 −64,909.076 131,072.152 134,261.537 132,269.944 0.964 0.7614 0.7614 24.1/15.0/32.0/28.9
5 −63,742.062 129,052.124 133,040.126 130,549.842 0.967 0.2600 0.2604 21.6/19.4/16.3/12.5/30.2

Abbreviations: LL, the Log-Likelihood; AIC, the Akaike Information Criterion; BIC, the Bayesian Information Criterion; aBIC, the Sample-Size Adjusted BIC; LMR, the Lo-Mendell-Rubin Adjusted Likelihood Ratio Test; BLRT, Bootstrapped Likelihood Ratio Test.