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. 2026 Feb 18;54(2):35. doi: 10.1007/s10802-025-01403-0

Table 2.

Fit Statistics for Latent Class Solutions Two through Five

Number of Profiles Loglikelihood AIC BIC Entropy LMR LMR p BLRT BLRT p n of smallest class
Indicator Variances Freed Across Profiles
2 −851.74 1753.48 1821.44 0.93 194.38 <.001 197.55 <.001 33
3 −811.11 1698.22 1801.53 0.87 79.95 0.64 81.25 <.001 25
4 −780.89 1663.77 1802.41 0.90 59.48 0.02 60.45 0.11 13
5 −756.12 1640.24 1814.23 0.92 48.73 0.29 49.53 1.00 10

Class indicators were standardized prior to running the analyses; indicator variances were constrained across classes; AIC = Akaike Information Criterion, BIC = Bayesian Information Criterion, LMR = Lo-Mendell-Rubin Test, LMR p = Lo-Mendell-Rubin Test p value, BLRT = Bootstrap Likelihood Ratio Test, BLRT p = Bootstrap Likelihood Ratio Test p value. The bolded class was selected as the best fitting class solution