Model | Number of latent classes (free parameters) | G2 | AIC | BIC | l | VLMR-LR (df) |
---|---|---|---|---|---|---|
Total population | ||||||
1 | 2 (11) | 54.669 | 12,325.860 | 12,388.458 | − 6151.93 | 1420.31 (6) (p < 0.0000) |
2 | 3 (17) | 25.795 | 12,285.578 | 12,382.320 | − 6125.78 | 52.28 (6) (p = 0.3471) |
3 | 4 (23) | 14.543 | 12,278.315 | 12,409.202 | − 6116.15 | 19.26 (6) (p = 0.4115) |
1a | 2 (3) | 99.092 | 13,999.531 | 14,016.603 | − 6996.76 | 971.27 (2) (p < 0.0000) |
Females only | ||||||
4 | 2 (11) | 50.038 | 6666.031 | 6722.104 | − 3322.01 | 653.61 (6) (p < 0.0000) |
5 | 3 (17) | 26.339 | 6638.444 | 6725.103 | − 3302.22 | 39.587 (6) (p = 0.5015) |
6 | 4 (23) | 14.075 | 6630.850 | 6748.098 | − 3292.42 | − 3302.222 (p = 0.6303) |
4a | 2 (3) | 343.661 | 7789.406 | 7804.698 | − 3891.70 | 403.297 (2) (p = 0.0000) |
Males only | ||||||
7 | 2 (11) | 26.714 | 5520.832 | 5574.584 | − 2749.41 | 695.095 (6) (p < 0.0000) |
8 | 3 (17) | 17.125 | 5513.994 | 5597.065 | − 2739.99 | 18.839 (6) (p = 0.5464) |
9 | 4 (23) | 11.812 | 5516.192 | 5628.582 | − 2735.09 | 9.802 (6) (p = 0.5708) |
7a | 2 (3) | 72.583 | 6111.212 | 6125.872 | − 3052.60 | 491.782 (2) (p < 0.0000) |
Multi-group males/females | ||||||
10 | 2 (23) | 77.915 | 15,160.661 | 15,291.549 | − 7557.33 | – |
11 (invariant) | 2 (11) | 316.338 | 16,475.675 | 16,538.273 | − 8226.83 | – |
10a | 2 (7) | 153.141 | 16,892.909 | 16,932.745 | − 8439.45 | – |