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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.
- 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