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. Author manuscript; available in PMC: 2024 Mar 1.
Published in final edited form as: Dev Psychobiol. 2023 Mar;65(2):e22365. doi: 10.1002/dev.22365

Table 3.

Fit Indices for LPA Models with One to Six Classes

Number of classes Log Likelihood AIC BIC aBIC LMR-LRT (p) BLRT (p)

1 −63.90 143.80 167.21 141.90
2 45.26 −64.51 −26.46 −67.59 0.13 0.00
3 94.15 −152.30 −99.61 −156.56 0.02 0.00
4 132.92 −219.84 −152.52 −225.28 0.03 0.00
5 148.52 −241.05 −159.08 −247.67 0.25 0.00
6 160.87 −255.74 −159.14 −263.54 0.30 0.00

Note. AIC: Akaike information criterion, BIC: Bayesian information criterion, aBIC: Sample-size adjusted Bayesian information criterion, LMR-LRT: Lo-Mendell-Rubin likelihood ratio test, BLRT: Bootstrap likelihood ratio test. Model in bold was selected as the optimal solution.