Predictively consistent prior effective sample sizes

DOI10.1111/biom.13252zbMath1451.62136arXiv1907.04185OpenAlexW3010310181WikidataQ90107808 ScholiaQ90107808MaRDI QIDQ5128835

Beat E. Neuenschwander, Anthony O'Hagan, Heinz Schmidli, Sebastian Weber

Publication date: 26 October 2020

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1907.04185

zbMATH Keywords

Fisher informationhistorical dataprior predictive distributionco-datameta-analytic-predictive prior distribution

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Sampling theory, sample surveys (62D05) Statistical aspects of information-theoretic topics (62B10)

Related Items (6)

Elastic priors to dynamically borrow information from historical data in clinical trials ⋮ Prior effective sample size in phase II clinical trials with mixed binary and continuous responses ⋮ Bayesian Sample Size Determination Using Commensurate Priors to Leverage Preexperimental Data ⋮ Bounds for the weight of external data in shrinkage estimation ⋮ Quantifying observed prior impact ⋮ Bayesian hierarchical random-effects meta-analysis and design of phase I clinical trials

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