Proposes a doubly robust estimator for small-area causal effects under survey sampling with population covariates, attaining the semiparametric efficiency bound.
Imbens and Donald B
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Causal Small Area Estimation with Survey-only Covariates
Proposes a doubly robust estimator for small-area causal effects under survey sampling with population covariates, attaining the semiparametric efficiency bound.