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. 2019 Jan 15;10(1):1558707. doi: 10.1080/20008198.2018.1558707

Table 2.

Goodness-of-fit statistics for one- to six-class models (N = 803).

Model LL SA-BIC BIC AIC BLRt p Entropy R2 Smallest class size
One-class −18,244.05 36,614.55 36,728.87 36,560.09      
Two-class −15,161.71 30,579.85 30,811.67 30,469.42 <.001 .95 306
Three-class −13,881.28 28,148.96 28,498.27 27,982.55 <.001 .94 229
Four-class −13,374.07 27,264.53 27,731.33 27,042.15 .002 .94 114
Five-class −13,013.21 26,672.78 27,257.08 26,394.42 .036 .93 108
Six-class −12,689.33 26,154.99 26,856.79 25,820.66 .068 .94 79

LL, log-likelihood; SA-BIC, sample-size adjusted Bayesian information criterion; BIC, Bayesian information criterion; AIC, Akaike information criterion; BLRt, bootstrap likelihood ratio test.