Table 2. Statistical indicators and relative class sizes for models with increasing numbers of latent classes.
1-class model | 2-class model | 3-class model | 4-class model | 5-class model | |
---|---|---|---|---|---|
Loglikelihood | -183,726.630 | -172,407.886 | -164,350.740 | -159,286.403 | -154,427.535 |
AICa | 367,493.259 | 344,893.772 | 328,817.480 | 318,726.806 | 309,047.071 |
BICb | 367,642.092 | 345,183.995 | 329,249.094 | 319,299.810 | 309,761.466 |
Entropy | n/a | 0.981 | 0.974 | 0.973 | 0.977 |
BLRTc | n/a | P < .001 | P < .001 | P < .001 | P < .001 |
Relative class size | n/a | 86.62/13.38 | 64.51/23.58/11.90 | 39.30/25.51/23.31/11.87 | 38.18/25.31/18.48/9.21/8.82 |
aAIC refers to Akaike Information Criterion
bBIC refers to Bayesian Information Criterion
cBLRT refers to bootstrapped likelihood ratio test