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. 2020 Jan 29;15(1):e0228103. doi: 10.1371/journal.pone.0228103

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