The MI-WOLS estimator is doubly robust for causal effect estimation with missing confounders, remaining consistent if either the propensity score or outcome model is correctly specified.
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Double Robust Weighted Regression with Missing Confounders
The MI-WOLS estimator is doubly robust for causal effect estimation with missing confounders, remaining consistent if either the propensity score or outcome model is correctly specified.