Table 3.
Goodness of fit for various latent profile analysis models of baseline tear cytokines.
| Variances | Covariances | Number of Classes | AIC | BIC | Entropy | Adjusted LMR (p)* |
|---|---|---|---|---|---|---|
| Equal across classes | Fixed to 0 | |||||
| 2 | 2372 | 2435 | 1.00 | 0.61 | ||
| 3 | 2290 | 2376 | 1.00 | 0.13 | ||
| Vary across classes | Fixed to 0 | |||||
| 2 | 1164 | 1247 | 0.981 | 0.001 | ||
| 3 | 686 | 813 | 0.989 | - | ||
| Equal across classes | Equal across classes | |||||
| 2 | 1713 | 1837 | 1.00 | 0.08 | ||
| 3 | 1528 | 1675 | 1.00 | 0.26 | ||
| Vary across classes | Vary across classes | |||||
| 2 | 365 | 569 | 0.998 | < 0.001 | ||
| 3 | 119 | 418 | 0.986 | 0.70 |
Significant values are in [bold].
*p value of adjusted Lo-Mendell-Rubin test.