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Negotiating Multicollinearity with Spike-and-Slab Priors

In multiple regression under the normal linear model, the presence of multicollinearity is well known to lead to unreliable and unstable maximum likelihood estimates. This can be particularly troublesome for the problem of variable selection where it becomes more difficult to distinguish between sub...

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Publicat a:Metron
Autors principals: Ročková, Veronika, George, Edward I.
Format: Artigo
Idioma:Inglês
Publicat: 2014
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4239132/
https://ncbi.nlm.nih.gov/pubmed/25419004
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s40300-014-0047-y
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