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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:Journal of applied statistics. - 1991. - 45(2018), 6 vom: 15., Seite 988-1008
1. Verfasser: Mallick, Himel (VerfasserIn)
Weitere Verfasser: Yi, Nengjun
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:Journal of applied statistics
Schlagworte:Journal Article Bayesian Regularization Bridge Regression LASSO MCMC Scale Mixture of Uniform Variable Selection