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Activity Number: 302
Type: Contributed
Date/Time: Tuesday, July 31, 2012 : 8:30 AM to 10:20 AM
Sponsor: Section on Bayesian Statistical Science
Abstract - #305102
Title: On Multiplicity Adjustment in Bayesian Variable Selection
Author(s): Dandan Li*+ and Siva Sivaganesan
Companies: University of Cincinnati and University of Cincinnati
Address: 715 Clifton Colony Dr. Apt 19, Cincinnati, OH, 45220, United States
Keywords: Bayesian ; multiplicity adjustment ; variable selection

We consider certain issues relating to multiplicity adjustment in the Bayesian approach. Scott and Berger (2006, 2010) have provided guidelines and valuable insight on this topic. Here we provide some further insight by investigating various choices of priors, assessing the associated multiplicity adjustment, and evaluating them under specific scenarios.

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