Model choice versus model criticism

Preprint

1 October 2009

preprint
Published by arXiv in arXiv

https://doi.org/10.48550/arXiv.0909.5673

Abstract

The new perspectives on ABC and 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 authors' approach, including prior influence, model assessment and criticism, and the meaning of error in ABC.

Keywords

CHALLENGING STANDARD
CHOICE VERSUS MODEL
MODEL CRITICISMS
NEW PERSPECTIVES
PRIOR INFLUENCE
BAYESIAN MODEL
STANDARD
ABC

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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