Table 2.
Information criteria of fitted LCA models.
| Classes | df | Log-likelihood | AIC | BIC |
|---|---|---|---|---|
| 1 | 32 | −3447.7 | 6959.4 | 7066.2 |
| 2 | 65 | −3205.8 | 6541.6 | 6758.6 |
| 3 | 98 | −3119.5 | 6435.0 | 6762.1 |
| 4 | 131 | −3015.8 | 6293.6 | 6730.8 |
| 5 | 164 | −2968.9 | 6265.8 | 6813.2 |
| 6 | 197 | −2942.5 | 6279.0 | 6936.5 |
| 7 | 230 | −2919.2 | 6298.5 | 7066.1 |
| 8 | 263 | −2869.2 | 6264.3 | 7142.1 |
| 9 | 296 | −2851.7 | 6295.4 | 7283.3 |
| 10 | 329 | −2823.8 | 6305.7 | 7403.7 |
Lower AIC and BIC values indicate better model fit (lowest values in bold). df, degrees of freedom; AIC, Akaike information criterion; BIC, Bayesian information criterion.