Table 3 Latent class analysis model summary for WA variables (N subjects = 72, N observations = 3716, with best fitting solution in bold) % subjects in class
Variable | N of Classes | Log Likelihood | BIC | AIC | 1 | 2 | 3 | 4 | 5 | 6 |
|---|---|---|---|---|---|---|---|---|---|---|
Acceleration | 1 | −15757.1 | 31544.1 | 31528.2 | 100.0 | |||||
2 | −15304.7 | 30652.1 | 30629.3 | 37.5 | 62.5 | |||||
3 | −15205.6 | 30466.7 | 30437.1 | 18.1 | 52.8 | 29.2 | ||||
4* | −15154.5 | 30377.4 | 30341.0 | 23.6 | 41.7 | 11.1 | 23.6 | |||
5” | −15166.1 | 30413.4 | 30370.1 | 9.7 | 22.2 | 40.3 | 22.2 | 5.6 | ||
6 | −15138.1 | 30370.3 | 30320.2 | 23.6 | 37.5 | 11.1 | 11.1 | 1.4 | 15.3 | |
Sleep duration | 1 | −22589.1 | 45208.1 | 45192.2 | 100.0 | |||||
2 | −22417.5 | 44877.7 | 44854.9 | 86.1 | 13.9 | |||||
3 | −22336.4 | 44728.3 | 44698.7 | 41.7 | 47.2 | 11.1 | ||||
4 | −22251.9 | 44572.3 | 44535.9 | 34.7 | 51.4 | 11.1 | 2.8 | |||
5* | −22234.2 | 44549.7 | 44506.4 | 51.4 | 34.7 | 6.9 | 5.6 | 1.4 | ||
6 | −22226.5 | 44547.0 | 44497.0 | 34.7 | 51.4 | 6.9 | 4.2 | 1.4 | 1.4 | |
Sleep efficiency | 1 | 2133.4 | −4215.6 | −4242.9 | 100.0 | |||||
2 | 2340.9 | −4617.7 | −4651.9 | 75.0 | 25.0 | |||||
3* | 2400.2 | −4723.4 | −4764.4 | 27.8 | 54.2 | 18.1 | ||||
4 | 2405.6 | −4721.5 | −4769.3 | 12.5 | 23.6 | 18.1 | 45.8 | |||
5 | 2414.6 | −4726.5 | −4781.2 | 27.8 | 52.8 | 5.6 | 8.3 | 5.6 | ||
6 | 2414.7 | −4713.9 | −4775.3 | 27.8 | 45.8 | 18.1 | 2.8 | 5.6 | 0.0 |