Table 3.
Model | Classes | Factors | BIC | Log-likelihood | Number of Free Parameters |
---|---|---|---|---|---|
CFA | N/A | 1 | 4650.666 | −2268.066 | 18 |
SP-FA | 2 | 1 | 4653.735 | −2263.237 | 20 |
SP-FA | 3 | 1 | 4654.173 | −2260.275 | 22 |
NP-FA | 2 | 1 | 4666.214 | −2259.932 | 19 |
NP-FA | 3 | 1 | 4660.536 | −2260.275 | 21 |
NP-FA | 4 | 1 | 4673.441 | −2276.272 | 23 |
LCA | 1 | N/A | 5220.760 | −2581.746 | 9 |
LCA | 2 | N/A | 4673.441 | −2276.272 | 19 |
LCA | 3 | N/A | 4702.058 | −2258.765 | 29 |
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.