TABLE 9.
Model Selection by BIC and BLRT: Percentage of Times the Lowest Value of BIC and Percentage of Times of a Nonsignificant p Value Selected for BLRT
| Data 1 |
Data 2 |
Data 3 |
||||
|---|---|---|---|---|---|---|
| BIC | BLRT | BIC | BLRT | BIC | BLRT | |
| Step 1: Dichotomous part | ||||||
| 1fu_1c | 0 | 0 | 0 | 0 | 0 | 0 |
| 1fu_2c | 78 | 76 | 100 | 92 | 100 | 94 |
| 1fu_3c | 22 | 24 | 0 | 8 | 0 | 6 |
| Step 2: Continuous part | ||||||
| 1fy_1c | 100 | 26 | 100 | 5 | 0 | 0 |
| 1fy_2c | 0 | 57 | 0 | 56 | 100 | 66 |
| 1fy_3c | 0 | 17 | 0 | 39 | 0 | 34 |
| Step 3: Joint part | ||||||
| 1fu_1c 3 1fy_1c | 0 | — | 0 | — | 0 | — |
| 1fu_2c 3 1fu_2c | 0 | — | 100 | — | 100 | — |
| 1fu_3c 3 1fy_3c | 100 | — | 0 | — | 0 | — |
Note. Bolded rows represent the true k-class model for the given model. BIC = Bayesian Information Criterion; BLRT = Bootstrapped Likelihood Ratio Test.