Bayesian partially-protected regularization as a model selection tool

Atalan, Yasir ; Yaman, Selim ; Gill, Jeff

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DOI:	https://doi.org/10.1080/02664763.2025.2559025
URL:	https://www.tandfonline.com/doi/full/10.1080/02664...
Additional URL:	https://www.researchgate.net/publication/396285396...
URN:	urn:nbn:de:bsz:180-madoc-711374
Document Type:	Article
Year of publication:	2026
The title of a journal, publication series:	Journal of Applied Statistics
Volume:	53
Issue number:	7
Page range:	1316-1341
Place of publication:	Abingdon [u.a.]
Publishing house:	Taylor & Francis
ISSN:	0266-4763 , 1360-0532
Publication language:	English
Institution:	School of Social Sciences > Social Data Science (Ratkovic 2023-)
Pre-existing license:	Creative Commons Attribution 4.0 International (CC BY 4.0)
Subject:	510 Mathematics
Keywords (English):	Lasso , elastic net , regularization , Bayesian statistics , predictive modeling , machine learning