Bayesian Bridge Regression

Classical bridge regression is known to possess many desirable statistical properties such as oracle, sparsity, and unbiasedness. One outstanding disadvantage of bridge regularization, however, is that it lacks a systematic approach to inference, reducing its flexibility in practical applications. I...

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Détails bibliographiques
Publié dans:Journal of applied statistics. - 1991. - 45(2018), 6 vom: 15., Seite 988-1008
Auteur principal: Mallick, Himel (Auteur)
Autres auteurs: Yi, Nengjun
Format: Article en ligne
Langue:English
Publié: 2018
Accès à la collection:Journal of applied statistics
Sujets:Journal Article Bayesian Regularization Bridge Regression LASSO MCMC Scale Mixture of Uniform Variable Selection