Propensity-score-based meta-analytic predictive prior for incorporating real-world and historical data

DOI10.1002/sim.9095zbMATH Open1546.6248MaRDI QIDQ6627979

Bradley Hupf, Jianchang Lin, Junjing Lin, Meizi Liu, Unnamed Author

Publication date: 29 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

effective sample sizepropensity scorereal-world datameta-analytic-predictive priorBayesian borrowing

Mathematics Subject Classification ID

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

Cites Work

• Unnamed Item
• Robust meta‐analytic‐predictive priors in clinical trials with historical control information
• The overlapping coefficient as a measure of agreement between probability distributions and point estimation of the overlap of two normal densities
• Determining the Effective Sample Size of a Parametric Prior
• The central role of the propensity score in observational studies for causal effects
• Predictively consistent prior effective sample sizes
• Modified power prior with multiple historical trials for binary endpoints

Related Items (3)

BEAST: Bayesian hybrid design with flexible sample size adaptation for time-to-event endpoints ⋮ A Bayesian platform trial design with hybrid control based on multisource exchangeability modelling ⋮ Propensity score weighted multi-source exchangeability models for incorporating external control data in randomized clinical trials

This page was built for publication: Propensity-score-based meta-analytic predictive prior for incorporating real-world and historical data