Table 1.
Classes | Parameters Estimated | AIC | BIC | a-BIC | VLMR | Entropy | Loglikelihood |
---|---|---|---|---|---|---|---|
1 | 5 | 382609.0 | 382655.8 | 382639.9 | - | - | −191299.5 |
2 | 11 | 310841.0 | 310943.8 | 310908.8 | 0.333 | 0.949 | −155409.5 |
3 | 17 | 308159.1 | 308318.0 | 308263.9 | 0.000 | 0.873 | −154062.5 |
4 | 23 | 307566.2 | 307781.2 | 307708.1 | 0.000 | 0.838 | −153760.1 |
5 | 29 | 307578.1 | 307849.2 | 307757.0 | 0.502 | 0.856 | −153760.1 |
Notes: Bold font indicates class solution selected. Models were also run for 6 and 7 classes; however, there was no change in loglikelihood, and AIC, BIC and a-BIC were increasing, indicating the model fit was not improved by expanding the number of latent classes.