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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...

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Podrobná bibliografie
Vydáno v:Comput Stat Data Anal
Hlavní autoři: Mallick, Himel, Yi, Nengjun
Médium: Artigo
Jazyk:Inglês
Vydáno: 2017
Témata:
On-line přístup: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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