Fig. 2

Simulation study results. The distribution of treatment effect point estimates over the simulation runs and the empirical quantities used to measure the statistical performance of standard model-based standardization (“Standard”) and multiple imputation marginalization (“MIM”) are visualized for the six scenarios. The dashed red lines in the ridgeline plots to the left indicate the true estimands