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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Kundu, Suprateek, Dunson, David B.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2014
Schlagworte:
Online Zugang: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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