Selection bias when using instrumental variable methods to compare two treatments but more than two treatments are available

DOI10.1515/IJB-2015-0006MaRDI QIDQ6632732

Sean Hennessy, Ashkan Ertefaie, Dylan S. Small, [[Person:6079737|Author name not available (Why is that?)]]

Publication date: 5 November 2024

Published in: The International Journal of Biostatistics (Search for Journal in Brave)

zbMATH Keywords

sensitivity analysisselection biasinstrumental variables

Mathematics Subject Classification ID

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

Cites Work

• Bayesian inference for causal effects in randomized experiments with noncompliance
• Instrumental variables: an econometrician's perspective
• The fitting of straight lines if both variables are subject to error.
• Semiparametric Estimation and Inference for Distributional and General Treatment Effects
• Principal Stratification in Causal Inference
• Sensitivity Analysis for the Assessment of Causal Vaccine Effects on Viral Load in HIV Vaccine Trials
• Bounds on Causal Effects in Three-Arm Trials With Non-Compliance
• Efficient nonparametric estimation of causal effects in randomized trials with noncompliance
• Estimating Outcome Distributions for Compliers in Instrumental Variables Models

Related Items (2)

A non-parametric Bayesian approach for adjusting partial compliance in sequential decision making ⋮ Dealing with confounding in observational studies: a scoping review of methods evaluated in simulation studies with single-point exposure

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