Samples | Models | AIC | BIC | aBIC | Entropy | LMR LRT | BLRT | Smallest Class Proportion (%) |
---|---|---|---|---|---|---|---|---|
Total sample (N = 23,192) | 2- profile | 315,765.06 | 315,893.88 | 315,843.03 | 0.88 | <.001 | <.001 | 35.5 |
3- profile | 294,089.31 | 294,266.44 | 294,196.53 | 0.89 | <.001 | <.001 | 26.8 | |
4- profile | 286,551.52 | 286,776.96 | 286,687.98 | 0.90 | <.001 | <.001 | 10.0 | |
5- profile | 280,090.42 | 280,364.17 | 280,256.12 | 0.90 | <.001 | <.001 | 9.9 | |
6- profile | 276,683.56 | 277,005.62 | 276,878.50 | 0.90 | <.001 | <.001 | 5.1 | |
Emerging sample (n = 2045) | 2- profile | 27,715.47 | 27,805.44 | 27,754.61 | 0.89 | <.001 | <.001 | 34.2 |
3- profile | 25,810.53 | 25,934.24 | 25,864.35 | 0.90 | <.001 | <.001 | 26.8 | |
4- profile | 25,032.71 | 25,190.16 | 25,101.20 | 0.92 | <.001 | <.001 | 11.6 | |
5- profile | 24,653.00 | 24,844.19 | 24,736.17 | 0.90 | <.001 | <.001 | 11.5 | |
6- profile | 24,378.326 | 24,603.252 | 24,476.169 | 0.91 | 0.007 | <.001 | 5.2 | |
Adult sample (n = 18,159) | 2- profile | 247,466.10 | 247,591.01 | 247,540.17 | 0.88 | <.001 | <.001 | 35.7 |
3- profile | 230,816.27 | 230,988.02 | 230,918.11 | 0.89 | <.001 | <.001 | 27.3 | |
4- profile | 224,955.50 | 225,174.10 | 225,085.11 | 0.90 | <.001 | <.001 | 10.2 | |
5- profile | 219,800.07 | 220,065.51 | 219,957.46 | 0.89 | <.001 | <.001 | 10.1 | |
6- profile | 217,019.74 | 217,332.01 | 217,204.89 | 0.90 | <.001 | <.001 | 5.2 | |
Older sample (n = 2988) | 2- profile | 40,363.46 | 40,459.50 | 40,408.66 | 0.84 | <.001 | <.001 | 36.5 |
3- profile | 37,259.74 | 37,391.80 | 37,321.89 | 0.90 | <.001 | <.001 | 24.1 | |
4- profile | 36,433.68 | 36,601.74 | 36,512.78 | 0.90 | <.001 | <.001 | 7.0 | |
5- profile | 35,446.91 | 35,650.99 | 35,542.96 | 0.90 | <.001 | <.001 | 7.6 | |
6- profile | 34,896.99 | 35,137.09 | 35,009.99 | 0.91 | <.001 | <.001 | 5.8 |