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Lower bounds on bayes factors for a linear regression model
Authors:Shigeru Iwata
Institution:University of Kansas , Lawrence, KS, 660455-2113
Abstract:This paper develops a Bayesian analysis of testing linear parameter restictions in a normal regression model. Instead of searching for a suitable "objective" prior for such a test, several interesting classes of informative priors are postulated, and the lower bounds on the Bayes factors are derived.
Keywords:Bayes factor  hypothesis testing  F-test  posterior odds
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