Table 2:
Data-Generating Parameters for End-of-Study Binary Outcomes in Simulations
| Scenario | Parameters of Data-Generating Model | |||||||
|---|---|---|---|---|---|---|---|---|
| Pretest– Posttest Corr. |
Effect Size (Odds Ratio) |
Conditional Regression Parameters in (6) |
Marginal Expected Values | |||||
| (−, −) | (−, +) | (+, −) | (+, +) | |||||
| 0.06 | 1.5 | −0.44 | 0.00 | 0.100 | 0.45 | 0.45 | 0.55 | 0.55 |
| 0.06 | 2 | −0.44 | 0.00 | 0.250 | 0.42 | 0.42 | 0.59 | 0.59 |
| 0.06 | 3 | −0.44 | 0.00 | 0.460 | 0.37 | 0.37 | 0.63 | 0.64 |
| 0.3 | 1.5 | −0.90 | 1.20 | 0.115 | 0.45 | 0.45 | 0.55 | 0.55 |
| 0.3 | 2 | −0.90 | 1.20 | 0.290 | 0.42 | 0.42 | 0.59 | 0.59 |
| 0.3 | 3 | −0.90 | 1.20 | 0.520 | 0.37 | 0.37 | 0.64 | 0.64 |
| 0.6 | 1.5 | −1.55 | 3.00 | 0.220 | 0.45 | 0.45 | 0.55 | 0.55 |
| 0.6 | 2 | −1.55 | 3.00 | 0.450 | 0.41 | 0.41 | 0.58 | 0.58 |
| 0.6 | 3 | −1.55 | 3.00 | 0.780 | 0.37 | 0.37 | 0.64 | 0.64 |
Note. The conditional regression parameters refer to Expression (6). For simplicity, is set to 1 and . This leads to an average percentage of responders across arms of 45%, with responder proportions of 56.5% and 33.5% for the and levels of . Because of a small remaining indirect effect of and via (i.e., correlations between pretest, response variable and posttest), the lowest level of correlation considered here is still not exactly zero (about 0.06), despite specifying a zero parameter for the conditional effect of and .