Table 2. Model Fit of All Growth Mixture Models.
Number of Classes | ||||||||
---|---|---|---|---|---|---|---|---|
| ||||||||
2 | 3 | 4 | 5 | 6 | 7 | 8 | 4 + Predictors | |
Class Size | (N=2.148) | |||||||
|
||||||||
Nc=1 | 1.235 | 866 | 813 | 689 | 648 | 599 | 463 | 786 |
Nc=2 | 1.014 | 802 | 643 | 655 | 535 | 447 | 458 | 607 |
Nc=3 | ----- | 581 | 447 | 499 | 471 | 447 | 409 | 418 |
Nc=4 | ----- | ----- | 346 | 208 | 278 | 274 | 283 | 337 |
Nc=5 | ----- | ----- | ----- | 198 | 167 | 170 | 219 | ----- |
Nc=6 | ----- | ----- | ----- | ----- | 150 | 158 | 169 | ----- |
Nc=7 | ----- | ----- | ----- | ----- | ----- | 154 | 146 | ----- |
Nc=8 | ----- | ----- | ----- | ----- | ----- | ----- | 102 | ----- |
| ||||||||
Fit Criteria | ||||||||
|
||||||||
AIC | 56 102 | 54 131 | 52 990 | 52 335 | 52 075 | 51 614 | 51 401 | 50 819 |
BIC | 56 130 | 54 165 | 53 041 | 52 403 | 52 161 | 51 716 | 51 521 | 50 904 |
ABIC | 56 115 | 54 146 | 53 013 | 52 365 | 52 113 | 51 659 | 51 521 | 50 857 |
Entropy | .918 | .844 | .777 | .772 | .743 | .728 | .718 | .781 |
VLMR LRT p-value | .0000 | .0000 | .0310 | .0009 | .3046 | .2214 | .0620 | .0136 |
LMR adj LRT p-value | .0000 | .0000 | .0346 | .0011 | .3159 | .2297 | .0662 | .0146 |
Note: N=2.249 unless noted otherwise.