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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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Detalles Bibliográficos
Publicado en:Stat Interface
Main Authors: Mallick, Himel, Yi, Nengjun
Formato: Artigo
Idioma:Inglês
Publicado: 2014
Assuntos:
Acceso en liña: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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