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Model choice versus model criticism

Chen, Carla; Mengersen, Kerrie; Robert, Christian P. (2010), Model choice versus model criticism, Proceedings of the National Academy of Sciences of the United States of America, 107, 3. http://dx.doi.org/10.1073/pnas.0911260107

Type
Article accepté pour publication ou publié
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http://hal.archives-ouvertes.fr/hal-00423847/fr/
Date
2010
Nom de la revue
Proceedings of the National Academy of Sciences of the United States of America
Volume
107
Numéro
3
Éditeur
National Academy of Sciences (USA)
Identifiant publication
Métadonnées
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Auteur(s)
Chen, Carla
Mengersen, Kerrie
Robert, Christian P.
Résumé (EN)
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.
Mots-clés
Bayesian Model
JEL
C11 - Bayesian Analysis: General