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. 2017 Nov 1;8(6):1379–1392. doi: 10.1007/s13300-017-0327-7

Table 1.

Model fit statistics of the one- to five-class LCA models (n = 1504)

Number of classes G 2 DF AIC BIC ssABIC ACPs
1 1194.22 502 1212.22 1260.06 1231.47
2 816.70 492 854.70 955.70 895.34 0.89
3 584.64 482 642.64 796.80 704.68 0.88
4 395.56 472 473.56 670.57 514.91 0.90
5 312.09 462 410.09 680.87 556.98 0.86

Bold font signifies the selected model

G 2 Likelihood ratio chi-square, DF degrees of freedom, AIC Akaike’s Information Criterion, BIC Bayesian Information Criterion, ssABIC sample-size adjusted BIC, ACPs average latent class probabilities for most likely latent class membership