A clipped doubly robust estimator, DR+ACC, is bounded between its outcome regression and inverse probability weighted components, preventing the error blow-up that occurs when both nuisance models are misspecified.
Efficient and adaptive estimation for semiparametric models, volume 4
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Rescuing double robustness: safe estimation under complete misspecification
A clipped doubly robust estimator, DR+ACC, is bounded between its outcome regression and inverse probability weighted components, preventing the error blow-up that occurs when both nuisance models are misspecified.