Latent class analysis evaluation metrics
Model | BIC | aBIC | cAIC | Likelihood-ratio | Entropy |
4 Groups | 532 437.3 | 531 792.1 | 532 640.3 | 52 175.74 | 0.628 |
5 Groups | 531 914.5 | 531 107.3 | 532 168.5 | 52 018.39 | 0.622 |
6 Groups | 531 644.2 | 530 674.9 | 531 949.2 | 51 804.61 | 0.614 |
7 Groups | 531 423.3 | 530 291.9 | 531 779.3 | 51 653.01 | 0.616 |
8 Groups | 531 253.8 | 529 960.4 | 531 660.8 | 51 459.65 | 0.619 |
aBIC, adjusted BIC; BIC, Bayesian information criterion; cAIC, consistent Akaike information criterion.