Combining multiple imputation with raking of weights: An efficient and robust approach in the setting of nearly-true models

Kyunghee Han, Pamela A. Shaw, Thomas Lumley

Multiple imputation provides us with efficient estimators in model-based methods for handling missing data under the true model. It is also well-understood that design-based estima…