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Bayes variable selection in semiparametric linear models

There is a rich literature on Bayesian variable selection for parametric models. Our focus is on generalizing methods and asymptotic theory established for mixtures of g-priors to semiparametric linear regression models having unknown residual densities. Using a Dirichlet process location mixture fo...

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Bibliografische gegevens
Hoofdauteurs: Kundu, Suprateek, Dunson, David B.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: 2014
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4111209/
https://ncbi.nlm.nih.gov/pubmed/25071298
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.881153
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