Bounds on the average causal effects in randomized trials with noncompliance by covariate adjustment

DOI10.1002/bimj.201500157zbMath1353.62126OpenAlexW2339694717WikidataQ89154141 ScholiaQ89154141MaRDI QIDQ2833467

Na Shan, Ping-feng Xu

Publication date: 18 November 2016

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/bimj.201500157

zbMATH Keywords

noncomplianceboundsmonotonicity assumptionpotential outcomesaverage causal effect

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Medical applications (general) (92C50) Estimation in survival analysis and censored data (62N02)

Cites Work

• Bayesian inference for causal effects: The role of randomization
• Bounds on controlled direct effects under monotonic assumptions about mediators and confounders
• Identification of Causal Effects Using Instrumental Variables
• The Sign of the Bias of Unmeasured Confounding
• Bounds on Treatment Effects From Studies With Imperfect Compliance
• Association of Random Variables, with Applications
• Stratified Analysis in Randomized Trials with Noncompliance
• Unnamed Item

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