Table 1. Fit statistics of latent class analysis models.
| K | LL | BIC | SABIC | AIC | CAIC | Entropy |
|---|---|---|---|---|---|---|
| 1 | -121801.7 | 245153.1 | 244578.0 | 243965.5 | 245334.1 | - |
| 2 | -117477.9 | 238063.7 | 236910.2 | 235681.9 | 238426.7 | 0.805 |
| 3 | -114460.0 | 233586.1 | 231854.3 | 230010.1 | 234131.1 | 0.834 |
| 4 | -111854.5 | 229933.2 | 227623.1 | 225163.0 | 230660.2 | 0.855 |
| 5 | -110141.5 | 228065.6 | 225177.1 | 222101.1 | 228974.6 | 0.856 |
| 6 | -108802.0 | 226944.7 | 223477.9 | 219786.0 | 228035.7 | 0.859 |
| 7 | -107823.0 | 226544.9 | 222499.7 | 218192.0 | 227817.9 | 0.857 |
| 8 | -107034.0 | 226525.2 | 221901.7 | 216978.1 | 227980.2 | 0.850 |
| 9 | -106477.0 | 226969.2 | 221767.4 | 216227.9 | 228606.2 | 0.846 |
| 10 | -105908.3 | 227390.1 | 221609.9 | 215454.6 | 229209.1 | 0.848 |
Bolded values indicate best fit for each respective statistic.
K, number of classes; LL, log likelihood; BIC, Bayesian information criterion; SABIC, sample-size adjusted BIC; AIC, Akaike information criterion; CAIC, consistent AIC.