Model choice versus model criticism

Preprint

30 September 2009

preprint
Published by arXiv in arXiv

Abstract

The new perspectives on Bayesian model criticisms presented in Ratmann et al. (2009) are challenging standard approaches to Bayesian model choice. We discuss here some issues arising from the approach, including prior influence, model assessment and criticism, and the meaning of error.

Keywords

CHALLENGING STANDARD
CHOICE VERSUS MODEL
MODEL CRITICISMS
NEW PERSPECTIVES
PRIOR INFLUENCE
INCLUDING PRIOR
BAYESIAN MODEL
RATMANN

All Related Versions

Version 1, 2009-09-30, ArXiv
Version 2, 2009-10-01, ArXiv
Published version: Proceedings of the National Academy of Sciences, 107 (3), E5.

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