Augmented match weighted estimators: new methods for estimating average treatment effects under extreme propensity scores
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Propensity score matching (PSM) and augmented inverse propensity weighting (AIPW) are used in observational studies to estimate causal effects. The AIPW estimator is doubly robust and locally efficient but can be unstable when the propensity scores are close t... ...
