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Bayesian Group Bridge for Bi-level Variable Selection

A Bayesian bi-level variable selection method (BAGB: Bayesian Analysis of Group Bridge) is developed for regularized regression and classification. This new development is motivated by grouped data, where generic variables can be divided into multiple groups, with variables in the same group being m...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Comput Stat Data Anal
Päätekijät: Mallick, Himel, Yi, Nengjun
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2017
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC5603248/
https://ncbi.nlm.nih.gov/pubmed/28943688
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.csda.2017.01.002
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