Table 2.
Goodness of fit statistics for 1 to 5 class solutions
| Number of classes | AIC | BIC | a-BIC | VLMRLRT | BLRT | Entropy |
|---|---|---|---|---|---|---|
| 1 | 11,123.51 | 11,227.95 | 11,139.15 | na | na | na |
| 2 | 10,123.68 | 10,336.29 | 10,155.51 | < .001 | < .001 | .877 |
| 3 | 9842.82 | 10,163.61 | 9890.86 | ns | < .001 | .848 |
| 4 | 9693.86 | 10,122.82 | 9758.09 | ns | < .001 | .860 |
| 5 | 9617.64 | 10,154.78 | 9698.07 | ns | < .001 | .901 |
AIC Aikaike Information Criterion, BIC Bayesian Information Criterion; aBIC adjusted BIC, VLMLRT Vuong-Lo-Mendell-Rubin likelihood ratio test, BLRT bootstrap likelihood ratio test