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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 Online: 2025
Date: 7 October 2025
The title of a journal, publication series: Journal of Applied Statistics
Volume: tba
Issue number: tba
Page range: 1-26
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




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