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Handbook of Bayesian Variable Selection: Mahlet G. Tadesse and Marina Vannucci, eds., Boca Raton, FL: Chapman & Hall/CRC Press, 2022, xxiii + 466 pp., $200.00(H), ISBN: 978-0-367-54376-1.

Authors :
Ni, Yang
Source :
Journal of the American Statistical Association. Jun2023, Vol. 118 Issue 542, p1449-1450. 2p.
Publication Year :
2023

Abstract

Chapters 6 and 7 discuss the horseshoe prior and other global-local shrinkage priors. The book has four parts: spike-and-slab priors (Chapters 1-5), shrinkage priors (Chapters 6-8), extensions to various models (Chapters 9-14), and other approaches to Bayesian variable selection (Chapters 15-19). Bayesian approaches to variable selection first specify suitable prior distributions such as spike-and-slab priors and shrinkage priors. [Extracted from the article]

Details

Language :
English
ISSN :
01621459
Volume :
118
Issue :
542
Database :
Academic Search Index
Journal :
Journal of the American Statistical Association
Publication Type :
Review
Accession number :
164083907
Full Text :
https://doi.org/10.1080/01621459.2023.2183128