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Criteria to assess model fit for LCA models
| Number of classes | G2 | DF | AIC | BIC |
|---|---|---|---|---|
| 1 | 2269.44 | 4083 | 2293.44 | 2348.39 |
| 2 | 2114.69 | 4070 | 2164.69 | 2279.17 |
| 3 | 2030.43 | 4057 | 2106.43 | 2280.44 |
| 4 | 1977.95 | 4044 | 2079.95 | 2313.49 |
| 5 | 1945.19 | 4031 | 2073.19 | 2366.26 |
| 6 | 1918.32 | 4018 | 2072.32 | 2424.92 |
Note: G2: Likelihood ratio chi-square; DF: degrees of freedom; AIC: Akaike Information Criterion, BIC: Bayesian Information Criteria; Models with lower values are preferred
