Table 3 Fit Statistics for unconditional growth mixture models and latent class growth models.
From: Shyness in Chinese preschool children: a latent class growth model
Model | Class | BIC | ABIC | AIC | VLMR-LRT | LMR-LRT | BLRT | Entropy | Class probability |
|---|---|---|---|---|---|---|---|---|---|
GMM | 1 | 2761.37 | 2735.99 | 2730.26 | N/A | N/A | N/A | N/A | 1 |
2 | 2755.51 | 2720.61 | 2712.73 | 0.00 | 0.00 | 0.00 | 0.66 | 0.748/0.252 | |
3 | 2768.92 | 2724.51 | 2714.48 | 0.06 | 0.07 | 0.05 | 0.78 | 0.737/0.260/0.003 | |
4 | 2765.98 | 2712.04 | 2699.86 | 0.20 | 0.22 | 0.00 | 0.70 | 0.094/0.579/0.152/0.175 | |
LCGM | 1 | 3099.86 | 3084.00 | 3080.42 | N/A | N/A | N/A | N/A | 1 |
2 | 2858.76 | 2833.38 | 2827.65 | 0.00 | 0.00 | 0.00 | 0.73 | 0.343/0.657 | |
3 | 2780.66 | 2745.76 | 2737.88 | 0.01 | 0.01 | 0.00 | 0.75 | 0.163/0.294/0.543 | |
4 | 2774.69 | 2730.27 | 2720.25 | 0.09 | 0.10 | 0.00 | 0.80 | 0.285/0.524/0.186/0.006 |
