Table 1 Fit statistics for a one-cluster model through to a seven-cluster-model among men and women
MEN | AIC | BIC | SSABIC | Entropy | LRT |
|---|---|---|---|---|---|
1-cluster model | 38,310.975 | 38,384.202 | 38,346.073 | N/A | N/A |
2-cluster model | 37,755.683 | 37,902.138 | 37,825.879 | 0.811 | 0.1190 |
3-cluster model | 37,390.284 | 37,609.967 | 37,495.578 | 0.784 | 0.3129 |
4-cluster model | 37,275.750 | 37,568.660 | 37,416.142 | 0.644 | 0.0008 |
5-cluster model | 37,236.918 | 37,603.055 | 37,412.408 | 0.833 | < 0.001 |
6-cluster model | 37,209.182 | 37,648.546 | 37,419.770 | 0.679 | 0.2307 |
7-cluster model | 37,140.859 | 37,653.450 | 37,386.545 | 0.822 | 1.0000 |
WOMEN | |||||
1-cluster model | 26,843.382 | 26,908.612 | 26,870.482 | N/A | N/A |
2-cluster model | 25,793.163 | 25,935.439 | 25,862.357 | 0.654 | < 0.0001 |
3-cluster model | 25,706.917 | 25,917.237 | 25,809.203 | 0.634 | 0.0141 |
4-cluster model | 25,328.046 | 25,606.412 | 25,463.425 | 0.804 | 0.0050 |
5-cluster model | 25,295.221 | 25,641.632 | 25,463.692 | 0.707 | 0.4722 |
6-cluster model | 25,255.253 | 25,669.709 | 25,456.817 | 0.762 | 0.6387 |
7-cluster model | 25,283.651 | 25,766.152 | 25,518.307 | 0.824 | 0.1721 |