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. Author manuscript; available in PMC: 2016 Apr 15.
Published in final edited form as: Subst Use Misuse. 2016 Jan 15;51(1):1–14. doi: 10.3109/10826084.2015.1073321

Table 3.

Indicators of fit with one through seven latent classes by sex.

Females
Males
LL BIC AIC Entropy Class n Class % LL BIC AIC Entropy Class n Class %
1 −16,932.37 33,934.26 33,880.73 5,949 100.00 1 −17,176.99 34,422.39 34,369.99 5,168 100.00
2 −14,663.96 29,475.66 29,361.91 0.76 2,793 46.95 2 −15,346.21 30,837.78 30,726.42 0.67 2,173 42.05
3,156 53.05 2,995 57.95
3 −14,518.47 29,262.91 29,088.95 0.61 303 5.09 3 −15,149.79 30,521.88 30,351.57 0.57 567 10.96
2,444 41.08 1,376 26.63
3,203 53.84 3,225 62.40
4 −14,450.30 29,204.78 28,970.59 0.65 233 3.92 4 −15,104.34 30,507.93 30,278.68 0.52 524 10.15
311 5.23 642 12.43
2,386 40.10 1,389 26.87
3,019 50.75 2,613 50.56
5 −14,425.93 29,234.26 28,939.86 0.62 11 0.18 5 −15,066.29 30508.78 30,220.57 0.49 279 5.40
297 5.00 526 10.18
364 6.12 609 11.78
2,393 40.23 1,397 27.04
2,883 48.47 2,357 45.61
6 −14,411.90 29,284.43 28,929.81 0.64 10 0.17 6 −15,036.50 30,526.16 30,179.00 0.51 314 6.07
18 0.31 352 6.81
353 5.93 373 7.21
1,185 19.93 452 8.74
1,952 32.81 1,402 27.12
2,430 40.86 2,276 44.04
7 −14,400.10 29,339.04 28,924.20 0.64 11 0.18 7 −15,020.09 30,570.29 30,164.18 0.57 160 5.69
30 0.51 189 7.34
188 3.16 202 8.28
277 4.66 255 9.26
332 5.58 672 10.69
2,414 40.58 1,357 13.75
2,697 45.33 2,333 44.99

Note. LL = Log Likelihood; AIC = Aikaike Information Criteria; BIC = Bayesian Information Criteria; BIC SSA = sample-size-adjusted BIC LRT = Lo-Mendell Rubin Test.

The three class model is boldfaced to indicate that it was the model chosen for females and the four class model is boldfaced to indicate the model chosen for males.