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A New Bayesian Lasso

Park and Casella (2008) provided the Bayesian lasso for linear models by assigning scale mixture of normal (SMN) priors on the parameters and independent exponential priors on their variances. In this paper, we propose an alternative Bayesian analysis of the lasso problem. A different hierarchical f...

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書目詳細資料
發表在:Stat Interface
Main Authors: Mallick, Himel, Yi, Nengjun
格式: Artigo
語言:Inglês
出版: 2014
主題:
在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC4996624/
https://ncbi.nlm.nih.gov/pubmed/27570577
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4310/SII.2014.v7.n4.a12
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