Table 4.
Model | Classes | Factors | BIC | Log-likelihood | Number of Free Parameters |
---|---|---|---|---|---|
CFA | N/A | 1 | 15208.420 | −7498.248 | 31 |
SP-FA | 2 | 1 | 15217.097 | −7495.750 | 33 |
SP-FA | 3 | 1 | 15228.904 | −7501.224 | 34 |
NP-FA | 2 | 1 | 15296.535 | −7538.887 | 32 |
NP-FA | 3 | 1 | 15234.882 | −7501.225 | 34 |
NP-FA | 4 | 1 | 15234.941 | −7494.418 | 36 |
LCA | 1 | N/A | 16045.687 | −7947.644 | 22 |
LCA | 2 | N/A | 15346.842 | −7519.605 | 45 |
LCA | 3 | N/A | 15372.929 | −7454.032 | 68 |
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.