Modified power prior with multiple historical trials for binary endpoints
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Publication:6625927
DOI10.1002/sim.8019zbMath1545.62226MaRDI QIDQ6625927
Emmanuel Lesaffre, David Dejardin, Joost van Rosmalen, Akalu Banbeta
Publication date: 28 October 2024
Published in: Statistics in Medicine (Search for Journal in Brave)
Related Items (8)
BEAST: Bayesian hybrid design with flexible sample size adaptation for time-to-event endpoints ⋮ On efficient posterior inference in normalized power prior Bayesian analysis ⋮ A Bayesian platform trial design with hybrid control based on multisource exchangeability modelling ⋮ Confounding adjustment in the analysis of augmented randomized controlled trial with hybrid control arm ⋮ Propensity-score-based meta-analytic predictive prior for incorporating real-world and historical data ⋮ Bayesian semiparametric prior for historical control borrowing in clinical trials ⋮ Unit information prior for adaptive information borrowing from multiple historical datasets ⋮ The scale transformed power prior for use with historical data from a different outcome model
Cites Work
- Power prior distributions for generalized linear models
- 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
- On the Foundations of Statistical Inference
- Robust meta‐analytic‐predictive priors in clinical trials with historical control information
- Marginal Likelihood Estimation via Power Posteriors
- Using Historical Controls in the Analysis of Developmental Toxicity Data
- Simulating normalizing constants: From importance sampling to bridge sampling to path sampling
- Checking for prior-data conflict
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