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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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Shranjeno v:
Bibliografske podrobnosti
izdano v:Metron
Main Authors: Ročková, Veronika, George, Edward I.
Format: Artigo
Jezik:Inglês
Izdano: 2014
Teme:
Online dostop: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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