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. Author manuscript; available in PMC: 2022 Jun 17.
Published in final edited form as: Pediatr Res. 2021 Dec 9;91(6):1579–1586. doi: 10.1038/s41390-021-01871-2

Table 3.

Model fit statistics for LPA models

Number of profiles Convergence problems Lowest loglikelihood replicated BIC Entropy Average Class Probabilities Smallest Class Size LMRT BLRT
1 No Yes 33143.514 -- -- -- -- --
2 No Yes 31099.331 .85 .96 N = 225 (38%) p < .05 p < .05
3 No Yes 30330.134 .87 .93 – .95 N = 124 (21%) p < .05 p < .05
4 No Yes 30024.976 .88 .92 – .97 N = 65 (11%) p < .05 p < .05
5 Yes Yes 29876.935 .86 .89 – .97 N = 55 (9%) p < .05 p < .05

Note. Convergence problems were noted when the majority of solutions failed to converge. BIC = Sample size adjusted Bayesian Information Criterion; LMRT = Lo-Mendell-Rubin test; BLRT = Bootstrapped likelihood ratio test.