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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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Publicado en:Stat Interface
Autores principales: Mallick, Himel, Yi, Nengjun
Formato: Artigo
Lenguaje:Inglês
Publicado: 2014
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Acceso en línea: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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