Table 3 Identification criteria for each LCA model with different number of latent classes by gender
From: Physical activity and sleep profiles in Finnish men and women
Nr of latent classes | Log likelihood | Degrees of freedom | BIC | Entropy |
|---|---|---|---|---|
MEN | Â | Â | Â | Â |
1 | -18418.4 | 77738.0 | 9612.7 | 1.0 |
2 | -17288.3 | 77716.0 | 7519.1 | 1.0 |
3 | -17125.4 | 77694.0 | 7360.1 | 0.8 |
4 | -17019.5 | 77672.0 | 7314.7* | 0.8 |
5 | -16953.7 | 77650.0 | 7349.8 | 0.8 |
WOMEN | Â | Â | Â | Â |
1 | -24335.1 | 77738.0 | 12238.9 | 1.0 |
2 | -22916.2 | 77716.0 | 9573.5 | 0.9 |
3 | -22683.7 | 77694.0 | 9280.8 | 0.8 |
4 | -22549.2 | 77672.0 | 9184.1* | 0.8 |
5 | -22474.8 | 77650.0 | 9207.6 | 0.8 |