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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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Bibliografiske detaljer
Udgivet i:Stat Interface
Main Authors: Mallick, Himel, Yi, Nengjun
Format: Artigo
Sprog:Inglês
Udgivet: 2014
Fag:
Online adgang: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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