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Estimation of Treatment Effects in Randomized Trials With Non-Compliance and a Dichotomous Outcome

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Publication:5087450
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DOI10.1111/j.1467-9868.2007.00598.xOpenAlexW2102133990MaRDI QIDQ5087450

Mark J. Van der Laan, Nicholas P. Jewell, Alan E. Hubbard

Publication date: 11 July 2022

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://biostats.bepress.com/cgi/viewcontent.cgi?article=1157&context=ucbbiostat


zbMATH Keywords

instrumental variablecounterfactualquantile functionnon-compliancegeneralized quantilebinary outcomecausal treatment effect


Mathematics Subject Classification ID

Statistics (62-XX)


Related Items (3)

Nonparametric identifiability in species distribution and abundance models: why it matters and how to diagnose a lack of it using simulation ⋮ Nonparametric Bayesian Instrumental Variable Analysis: Evaluating Heterogeneous Effects of Coronary Arterial Access Site Strategies ⋮ Identification of causal effects on binary outcomes using structural mean models




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