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Bayesian Semiparametric Multiple Shrinkage

High-dimensional and highly correlated data leading to non- or weakly identified effects are commonplace. Maximum likelihood will typically fail in such situations and a variety of shrinkage methods have been proposed. Standard techniques, such as ridge regression or the lasso, shrink estimates towa...

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Bibliografske podrobnosti
Main Authors: MacLehose, Richard F., Dunson, David B.
Format: Artigo
Jezik:Inglês
Izdano: 2009
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC3631538/
https://ncbi.nlm.nih.gov/pubmed/19508244
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/j.1541-0420.2009.01275.x
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