This is the program for the 2010 Joint Statistical Meetings in Vancouver, British Columbia.
Abstract Details
Activity Number:
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586
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Type:
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Contributed
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Date/Time:
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Wednesday, August 4, 2010 : 2:00 PM to 3:50 PM
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Sponsor:
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Section on Bayesian Statistical Science
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Abstract - #306695 |
Title:
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A Bayes Factor with Reasonable Model Selection Consistency for ANOVA Model
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Author(s):
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Yuzo Maruyama*+
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Companies:
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The University of Tokyo
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Address:
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, Tokyo, , Japan
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Keywords:
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Bayesian model selection ;
model selection consistency ;
fully Bayes method ;
Bayes factor
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Abstract:
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For the balanced ANOVA setup, we propose a new closed form Bayes factor without integral representation, which is however based on fully Bayes method, with reasonable model selection consistency for two asymptotic situations (either number of levels of the factor or number of replication in each level goes to infinity). Exact analytical calculation of the marginal density under a special choice of the priors enables such a Bayes factor.
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The address information is for the authors that have a + after their name.
Authors who are presenting talks have a * after their name.
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