Robust adaptive incorporation of historical control data in a randomized trial of external cooling to treat septic shock

DOI10.1214/20-ba1229OpenAlexW3046859178MaRDI QIDQ6201428

Sandrine Katsahian, Frederique Schortgen, Thomas A. Murray, Peter F. Thall, Pierre Asfar, Sarah Zohar

Publication date: 20 February 2024

Published in: Bayesian Analysis (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/journals/bayesian-analysis/volume-16/issue-3/Robust-Adaptive-Incorporation-of-Historical-Control-Data-in-a-Randomized/10.1214/20-BA1229.full

zbMATH Keywords

non-proportional hazardsrestricted mean survivalevidence synthesisconditional autoregressive modelcommensurate priorintensive care unit

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Combining nonexchangeable functional or survival data sources in oncology using generalized mixture commensurate priors
• Bayesian image restoration, with two applications in spatial statistics (with discussion)
• On the use of Cauchy prior distributions for Bayesian logistic regression
• Control of type I error rates in Bayesian sequential designs
• Statistical monitoring of clinical trials. A unified approach.
• Commensurate priors for incorporating historical information in clinical trials using general and generalized linear models
• Hierarchical Commensurate and Power Prior Models for Adaptive Incorporation of Historical Information in Clinical Trials
• Robust Locally Weighted Regression and Smoothing Scatterplots
• Gaussian Markov Random Fields
• Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables
• Geoadditive Survival Models