A Study on the Power Parameter in Power Prior Bayesian Analysis

DOI10.1080/00031305.2022.2046160arXiv2204.06165OpenAlexW4213445359MaRDI QIDQ6099994

Keying Ye, Min Wang, Zifei Han

Publication date: 21 June 2023

Published in: The American Statistician (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2204.06165

zbMATH Keywords

Bayesian inferencehistorical datapower priorinformative prior

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Quantification of prior impact in terms of effective current sample size
• Power priors based on multiple historical studies for binary outcomes
• Simulating normalizing constants: From importance sampling to bridge sampling to path sampling

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