Table 1.
Outcome prevalence: 30% | Outcome prevalence: 10% | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Model | MSAS | Reference value | Mean | Average standard error | MSE | 95% CI coverage | Reference value | Mean | Average standard error | MSE | 95% CI coverage |
Linear | 1 | 0.300 | 0.302 | 0.038 | 0.001 | 95% | |||||
2 | 0.301 | 0.035 | 0.001 | 95% | |||||||
2e | 0.299 | 0.036 | 0.001 | 96% | |||||||
Logistic | 1 | 0.519 | 0.416 | 0.076 | 0.016 | 70% | 0.559 | 0.471 | 0.110 | 0.020 | 87% |
2 | 0.465 | 0.080 | 0.009 | 89% | 0.516 | 0.116 | 0.015 | 93% | |||
2e | 0.445 | 0.077 | 0.011 | 83% | 0.494 | 0.114 | 0.017 | 91% | |||
Log–binomial | 1 | 0.242 | 0.242 | 0.042 | 0.002 | 95% | 0.366 | 0.371 | 0.084 | 0.007 | 95% |
2 | 0.243 | 0.040 | 0.002 | 95% | 0.374 | 0.083 | 0.007 | 94% | |||
2e | 0.243 | 0.040 | 0.002 | 95% | 0.370 | 0.083 | 0.007 | 94% |
Sample size = 1000. MSAS=minimally sufficient adjustment set; MSE=mean squared error; CI=confidence interval.