Table 3.
Model fit statistics of latent profile analysis on adolescent’s symptomatology.
Model | AICa | BICb | SABICc | Entropy | Smaller class (%) | VLMRd | LMRe |
1-profile | 20,863.34 | 20,927.83 | 20,889.71 | —f | — | — | — |
2-profiles | 16,956.69 | 17,074.91 | 17,005.02 | .91 | 31 | <.001 | <.001 |
3-profiles | 15,902.69 | 16,074.66 | 15,973.00 | .86 | 17 | <.001 | <.001 |
4-profilesg | 15,581.35 | 15,807.05 | 15,673.63 | .81 | 12 | <.001 | <.001 |
5-profiles | 15,465.09 | 15,744.53 | 15,579.34 | .79 | 5 | <.05 | <.05 |
6-profiles | 15,342.05 | 15,657.24 | 15,460.28 | .81 | 4 | .14 | .15 |
7-profiles | 15,259.88 | 15,646.81 | 15,418.08 | .81 | 2 | .85 | .85 |
aAIC: Akaike information criterion.
bBIC: Bayesian information criterion.
cSABIC: Sample-size adjusted Bayesian information.
dVLMR: Vuong-Lo-Mendell-Rubin adjusted likelihood ratio test.
eLMR: Lo-Mendell-Rubin adjusted likelihood ratio test.
fNot applicable.
gLatent profile analysis (LPA) model.