4.2 Article

Bayesian Goodness of Fit Testing with Mixtures of Triangular Distributions

Journal

SCANDINAVIAN JOURNAL OF STATISTICS
Volume 36, Issue 2, Pages 337-354

Publisher

WILEY-BLACKWELL PUBLISHING, INC
DOI: 10.1111/j.1467-9469.2008.00620.x

Keywords

Bayesian non-parametrics; consistency; goodness of fit

Funding

  1. ARC Centre for Complex Dynamic Systems and Control

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We consider the consistency of the Bayes factor in goodness of fit testing for a parametric family of densities against a non-parametric alternative. Sufficient conditions for consistency of the Bayes factor are determined and demonstrated with priors using certain mixtures of triangular densities.

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