Identification and Inference for Marginal Average Treatment Effect on the Treated with an Instrumental Variable

DOI10.5705/ss.202017.0196zbMath1453.62730arXiv1506.08149OpenAlexW2963300305WikidataQ102152533 ScholiaQ102152533MaRDI QIDQ5134487

Lan Liu, Eric J. Tchetgen Tchetgen, Baoluo Sun, Wang Miao, James M. Robins

Publication date: 16 November 2020

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1506.08149

zbMATH Keywords

counterfactualsinstrumental variabledouble robustnessunmeasured confoundingeffect of treatment on the treated

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Nonparametric robustness (62G35) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (1)

Mendelian Randomization Mixed-Scale Treatment Effect Robust Identification and Estimation for Causal Inference

Uses Software

• BB
• nleqslv

Cites Work

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