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Abstract Details
Activity Number:
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424
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Type:
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Contributed
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Date/Time:
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Tuesday, August 2, 2011 : 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 - #303249 |
Title:
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Bayesian Model Selection Using Nonlocal Priors
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Author(s):
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Lu Wang*+
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Companies:
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University of California at Los Angeles
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Address:
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, , ,
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Keywords:
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Bayesian model selection ;
non-local priors ;
Gibbs sampling
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Abstract:
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Bayesian model selection method is applied for smoothing splines through knot selection. We compared different priors on knot selection problem and found corresponding shrinkage penalization for each prior. We also applied non-local priors on model selection for generalized linear models. Furthermore, computational issues for posterior sampling was addressed.
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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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