Nonparametric Bayesian Instrumental Variable Analysis: Evaluating Heterogeneous Effects of Coronary Arterial Access Site Strategies

DOI10.1080/01621459.2019.1688663zbMath1452.62789arXiv1804.08055OpenAlexW3098796344WikidataQ126837873 ScholiaQ126837873MaRDI QIDQ5146014

Sharon-Lise T. Normand, Sherri Rose, Samrachana Adhikari

Publication date: 22 January 2021

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1804.08055

zbMATH Keywords

selection biasheterogeneous treatment effectsPCIDirichlet process mixture priorshospitalization chargesradial versus femoral arterial access

Mathematics Subject Classification ID

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

Related Items (1)

Causal inference under mis-specification: adjustment based on the propensity score (with discussion)

Uses Software

• DPpackage
• BayesDA

Cites Work

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• Independence, Monotonicity, and Latent Index Models: An Equivalence Result

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