Table 4.
Simulation Study Results: Proportion out of 1000 simulated datasets for which there was a significant exposure effect
| Effect of Lipid Lowering Medication on LDL | |||||
|---|---|---|---|---|---|
| Method | 5% | 15% | 25% | 35% | |
| Type I Error | |||||
| Scenario 1: exposure independent of treatment assignment and LDL | MESA imputed | 0.031 | 0.039 | 0.048 | 0.038 |
| ignore | 0.039 | 0.048 | 0.051 | 0.057 | |
| adjust | 0.043 | 0.047 | 0.054 | 0.047 | |
| exclude | 0.045 | 0.056 | 0.050 | 0.048 | |
| censored normal | 0.040 | 0.045 | 0.055 | 0.048 | |
| Scenario 2: exposure increases odds of treatment, but is independent of LDL | MESA imputed | 0.045 | 0.030 | 0.036 | 0.049 |
| ignore | 0.076 | 0.441 | 0.815 | 0.973 | |
| adjust | 0.322 | 0.409 | 0.388 | 0.436 | |
| exclude | 0.663 | 0.665 | 0.657 | 0.637 | |
| censored normal | 0.183 | 0.039 | 0.088 | 0.253 | |
| Power | |||||
| Scenario 3: exposure independent of treatment, but increases LDL | MESA imputed | 0.896 | 0.903 | 0.905 | 0.911 |
| ignore | 0.919 | 0.912 | 0.870 | 0.789 | |
| adjust | 0.904 | 0.919 | 0.907 | 0.914 | |
| exclude | 0.837 | 0.845 | 0.842 | 0.851 | |
| censored normal | 0.904 | 0.911 | 0.900 | 0.895 | |
| Scenario 4: exposure increases odds of treatment, and increases LDL | MESA imputed | 0.819 | 0.842 | 0.826 | 0.819 |
| ignore | 0.802 | 0.297 | 0.055 | 0.344 | |
| adjust | 0.361 | 0.335 | 0.318 | 0.240 | |
| exclude | 0.088 | 0.071 | 0.095 | 0.076 | |
| censored normal | 0.992 | 0.947 | 0.769 | 0.435 | |