Table 1. Fit statistics for latent profile models of psychosocial stress among women in the Women’s Interagency HIV Study, Washington, DC, 2019–2020 (n = 90).
Fit statistics | 2 classes | 3 classes | 4 classes |
---|---|---|---|
AIC | 625.9 | 605.1 | 611.5 |
BIC | 650.9 | 640.1 | 656.5 |
ABIC | 619.3 | 595.9 | 599.7 |
Adj. LMR-LRT (p) | 68.7 (0.0002) | 27.3 (0.0049) | 1.5 (0.72) |
BLRT (p) | 72.6 (<0.0001) | 28.8 (<0.0001) | 1.5 (1.0) |
Entropy | 0.807 | 0.886 | 0.790 |
Abbreviations: ABIC, sample size adjusted Bayesian information criterion; AIC, Akaike information criterion; BIC, Bayesian information criterion; BLRT, bootstrap likelihood ratio test; adj. LMR-LRT, adjusted Lo-Mendell-Rubin likelihood ratio test; p, p-value.
Boldface indicates optimal fit (i.e., lowest for AIC, BIC, and ABIC; p<0.05 for adj. LMR-LRT and BLRT; highest for entropy).