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. Author manuscript; available in PMC: 2024 Jun 1.
Published in final edited form as: Aging Ment Health. 2022 Jun 23;27(6):1127–1134. doi: 10.1080/13607863.2022.2087207

Table 2:

Model fit statistics of the latent class regression analyses for the one- to five-class models.

Model df logLik BIC −2LL diff Bootstrap
p-value
R2
1-class 10 −2460.75 4994.698     0.29
*2-class 21 −2344.315 4842.347 232.8697 <.001 0.57
3-class 32 −2306.725 4847.686 75.17907 <.001 0.75
4-class 32 −2306.723 4847.682 0.00408544 .262 0.75
5-class 43 −2293.496 4901.747 26.45373 .056 0.80

Notes. BIC: Bayesian information criterion; −2LL diff: difference in log-likelihood estimates between a particular model and the preceding model.