Table 2. Model fit for one- to seven-class specification of latent class analysis model.
Number of Classes | Log-Likelihood | Number of Parameters | BIC | Change in BIC |
---|---|---|---|---|
1 | −461,408 | 35 | 923,151 | – |
2 | −448,424 | 66 | 897,479 | −25,672 |
3 | −443,729 | 97 | 888,385 | −9,094 |
4 | −438,166 | 128 | 877,556 | −10,829 |
5 | −435,678 | 159 | 872,878 | −4,678 |
6 | −433,783 | 190 | 869,385 | −3,493 |
7 | −432,225 | 221 | 866,565 | −2,820 |
Note: BIC = Bayesian information criterion.