Table 5.
Summary of Results in PSU (Undergraduate) Sample
| Model | Classes | Factors | BIC | Log-likelihood | Number of Free Parameters |
|---|---|---|---|---|---|
| CFA | N/A | 1 | 25619.288 | −12737.824 | 18 |
| SP-FA | 2 | 1 | Unidentified | Unidentified | 20 |
| SP-FA | 3 | 1 | 25598.661 | −12711.550 | 22 |
| NP-FA | 2 | 1 | 25801.243 | −12824.811 | 19 |
| NP-FA | 3 | 1 | 25631.763 | −12732.091 | 21 |
| NP-FA | 4 | 1 | 25604.122 | −12710.291 | 23 |
| NP-FA | 5 | 1 | 25609.783 | −12705.141 | 25 |
| LCA | 1 | N/A | 27399.296 | −13663.738 | 9 |
| LCA | 2 | N/A | 25801.243 | −12824.811 | 19 |
| LCA | 3 | N/A | 25664.170 | −12716.375 | 29 |
| LCA | 4 | N/A | 25641.561 | −12665.170 | 39 |
| LCA | 5 | N/A | 25651.632 | −12630.306 | 49 |
Note. BIC=Bayesian Information Criterion. CFA=Confirmatory Factor Analysis. SP-FA=Semi-Parametric Factor Analysis. NP-FA=Non-Parametric Factor Analysis. LCA=Latent Class Analysis.