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. Author manuscript; available in PMC: 2014 Jan 1.
Published in final edited form as: Early Child Dev Care. 2012 May 28;183(5):667–688. doi: 10.1080/03004430.2012.682728

Table 2.

Fit statistics for LCA models

No. of classes G sq. df AIC BIC AIC3 ABIC Entropy R2
1 1176.33 4077 1212.33 1279.3 1230.33 1222.21 1
2 1070.12 4058 1144.12 1281.77 1181.12 1164.42 .72
3 995.48 4039 1107.48 1315.82 1163.48 1138.21 .64
4 947.49 4020 1097.49 1376.51 1172.49 1138.65 .73
5 900.22 4001 1088.22 1437.93 1182.22 1139.81 .79

Note. G sq. = G-square statistic; df = degrees of freedom; AIC = Akaike Information Criteria (Akaike, 1987); BIC = Bayesian Information Criteria (Schwartz, 1978; lower AIC, BIC indicates more optimal model fit); AIC3 = Akaike Information Criteria 3 (Andrews & Currim, 2003); ABIC = Adjusted Bayesian Information Criteria (Sclove, 1987).