An alternative robust estimator of average treatment effect in causal inference

DOI10.1111/BIOM.12859zbMath1414.62455OpenAlexW2790158885WikidataQ50020884 ScholiaQ50020884MaRDI QIDQ3119935

Yanyuan Ma, Lan Wang, Jianxuan Liu

Publication date: 13 March 2019

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc6089681

zbMATH Keywords

dimension reductionrobust estimationcausal inferencepropensity scoreaverage treatment effectsefficient estimators

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (4)

Sufficient dimension reduction for average causal effect estimation ⋮ A semiparametric method for evaluating causal effects in the presence of error‐prone covariates ⋮ Unnamed Item ⋮ Continuous treatment effect estimation via generative adversarial de-confounding

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