Causally interpretable meta‐analysis: Clearly defined causal effects and two case studies

KW Rott, G Bronfort, H Chu, JD Huling… - Research Synthesis …, 2024 - Wiley Online Library
Meta‐analysis is commonly used to combine results from multiple clinical trials, but
traditional meta‐analysis methods do not refer explicitly to a population of individuals to …

Sensitivity of estimands in clinical trials with imperfect compliance

H Chen, DF Heitjan - The international journal of biostatistics, 2024 - degruyter.com
In clinical trials that are subject to noncompliance, the commonly used intention-to-treat
estimand is valid as a causal effect of treatment assignment but is sensitive to the level of …

[PDF][PDF] Estimating Causal Effects using Bayesian Methods with the R Package BayesCACE.

J Zhou, J Yang, JS Hodges, L Lin, H Chu - R J., 2023 - mirrors.nics.utk.edu
Noncompliance, a common problem in randomized clinical trials (RCTs), complicates the
analysis of the causal treatment effect especially in meta-analysis of RCTs. The complier …