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A Tutorial on the Computation of Bayes Factors

Hedibert Freitas Lopes

No 200, Business and Economics Working Papers from Unidade de Negocios e Economia, Insper

Abstract: In this review paper we revisit several of the existing schemes that approximate predictive densities and, consequently, Bayes factors. We also presente the reversible jump MCMC scheme, which can be thought of as an MCMC scheme over the space of models. These approaches are applied to select the number of common factors in the basic normal linear factor model, which is a high profile example within the psychometrics community.

Pages: 22 pages
Date: 2014
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