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50 shades of Bayesian testing of hypotheses
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Robert, Christian P. (2022) 50 shades of Bayesian testing of hypotheses. In: Rao, S. R. Srinivasa and Rao, C. R. and Young, G. Alistair, (eds.) Handbook of Statistics. Advancements in Bayesian Methods and Implementation, 47 . Elsevier BV, pp. 103-120. ISBN 9780323952682
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Official URL: http://doi.org/10.1016/bs.host.2022.06.003
Abstract
Hypothesis testing and model choice are quintessential questions for statistical inference and while the Bayesian paradigm seems ideally suited for answering these questions, it faces difficulties of its own ranging from prior modeling to calibration, to numerical implementation. This chapter reviews these difficulties, from a subjective and personal perspective.
Item Type: | Book Item | ||||||
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Divisions: | Faculty of Science, Engineering and Medicine > Science > Statistics | ||||||
Series Name: | Advancements in Bayesian Methods and Implementation | ||||||
Publisher: | Elsevier BV | ||||||
ISBN: | 9780323952682 | ||||||
ISSN: | 01697161 | ||||||
Book Title: | Handbook of Statistics | ||||||
Editor: | Rao, S. R. Srinivasa and Rao, C. R. and Young, G. Alistair | ||||||
Official Date: | 5 October 2022 | ||||||
Dates: |
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Volume: | 47 | ||||||
Page Range: | pp. 103-120 | ||||||
DOI: | 10.1016/bs.host.2022.06.003 | ||||||
Status: | Peer Reviewed | ||||||
Publication Status: | Published | ||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||
Copyright Holders: | Copyright © 2022 Elsevier |
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