Table 3.
Comparison of fitting parameter indexes of different latent profile models.
| time | Model | AIC | BIC | aBIC | Entropy | LMR (p) | BLMR (p) | Class probability |
|---|---|---|---|---|---|---|---|---|
| T1 | 1 | 23923.804 | 23945.796 | 23922.064 | – | – | – | – |
| 2 | 23274.773 | 23277.582 | 23277.342 | 0.852 | 0.004 | <0.001 | 0.36/0.64 | |
| 3 | 22811.262 | 22814.316 | 22806.203 | 0.891 | 0.048 | <0.001 | 0.21/0.39/0.40 | |
| 4 | 22132.177 | 22149.365 | 22148.738 | 0.912 | 0.121 | 0.079 | 0.24/0.11/0.22/0.43 | |
| T2 | 1 | 23835.341 | 23889.346 | 23827.650 | – | – | – | – |
| 2 | 23108.675 | 23108.838 | 23113.712 | 0.875 | 0.000 | <0.001 | 0.62/0.38 | |
| 3 | 22607.296 | 22648.542 | 22618.638 | 0.903 | 0.039 | <0.001 | 0.38/0.35/0.27 | |
| 4 | 22004.417 | 22071.253 | 22014.156 | 0.922 | 0.135 | 0.125 | 0.27/0.17/0.22/0.34 | |
| T3 | 1 | 23742.156 | 23798.523 | 23735.891 | – | – | – | – |
| 2 | 23056.234 | 23058.912 | 23061.445 | 0.886 | 0.000 | <0.001 | 0.71/0.29 | |
| 3 | 22589.123 | 22632.876 | 22595.234 | 0.912 | 0.027 | <0.001 | 0.52/0.28/0.20 | |
| 4 | 21976.543 | 22045.891 | 21988.654 | 0.928 | 0.142 | <0.133 | 0.25/0.18/0.20/0.37 |
Bold lines indicate optimal model choices.