Assessing treatment effect through compliance score in randomized trials with noncompliance

DOI10.1214/21-AOAS1590zbMath1498.62224OpenAlexW4297333779MaRDI QIDQ2080744

Zonghui Hu, Zhiwei Zhang, Dean A. Follmann

Publication date: 10 October 2022

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/21-aoas1590

zbMATH Keywords

noncompliancenonparametric regressioncausal inferencerandomized trialprincipal causal effectprincipal stratification causal effect

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Factor analysis and principal components; correspondence analysis (62H25) Applications of statistics to biology and medical sciences; meta analysis (62P10)

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