Table 2.
Estimated latent class model parameters from a three-class locally independent LCA and a series of three-class locally dependent LCAs fitted to the EUDL CT under-age drinking data
| Class |
Response probabilities pjm for the following models: |
|||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
Independence |
Unstructured |
Class exchangeable |
Random effects |
|||||||||
| Non-problem | Risky | Regular | Non-problem | Risky | Regular | Non-problem | Risky | Regular | Non-problem | Risky | Regular | |
| Regular | 0.02 | 0.03 | 0.50 | 0.02 | 0.05 | 0.70 | 0.02 | 0.05 | 0.70 | 0.01 | 0.15 | 0.62 |
| Binge | 0.13 | 0.30 | 0.94 | 0.15 | 0.48 | 0.93 | 0.15 | 0.48 | 0.93 | 0.06 | 0.47 | 1.00 |
| Drunk | 0.16 | 0.40 | 0.98 | 0.19 | 0.55 | 0.97 | 0.19 | 0.55 | 0.97 | 0.03 | 0.58 | 1.00 |
| Driving while intoxicated | 0.02 | 0.04 | 0.30 | 0.02 | 0.07 | 0.38 | 0.02 | 0.07 | 0.38 | 0.05 | 0.07 | 0.41 |
| Passout | 0.01 | 0.48 | 0.56 | 0.01 | 0.51 | 0.58 | 0.01 | 0.51 | 0.58 | 0.06 | 0.41 | 0.35 |
| Forget | 0.05 | 0.66 | 0.59 | 0.08 | 0.64 | 0.59 | 0.08 | 0.64 | 0.59 | 0.19 | 0.47 | 0.36 |
| Headache | 0.39 | 0.87 | 0.83 | 0.40 | 0.91 | 0.81 | 0.40 | 0.91 | 0.81 | 0.34 | 0.85 | 0.56 |
| Social problems | 0.15 | 0.47 | 0.57 | 0.18 | 0.44 | 0.63 | 0.18 | 0.44 | 0.63 | 0.34 | 0.35 | 0.48 |
| Prevalence πm | 43% | 26% | 31% | 45% | 34% | 21% | 45% | 34% | 21% | 29% | 57% | 14% |
| Local dependence Odds ratios γjhm | 3.0 (2.5,3.6) | |||||||||||
| γ23m | 1.7 (1.2,2.3) | 5.9 (3.5,9.9) | 1.8 (1.7,1.8) | 3.5 (2.4, 5.1) | ||||||||
| γ37m | 1.7 (1.1,2.7) | 1.7 (1.4,2.1) | 1.7 (1.6,1.7) | 1.7 (1.2, 2.5) | ||||||||
| γ68m | 1.7 (1.4,1.9) | 1.6 (1.0,2.5) | 1.5 (1.1,1.9) | 1.6 (1.1, 2.2) | ||||||||