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.