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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
External document link
http://hal.archives-ouvertes.fr/hal-00423847/fr/
Date
2010
Journal name
Proceedings of the National Academy of Sciences of the United States of America
Volume
107
Number
3
Publisher
National Academy of Sciences (USA)
Publication identifier
Metadata
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Author(s)
Chen, Carla
Mengersen, Kerrie
Robert, Christian P.
Abstract (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.
Subjects / Keywords
Bayesian Model
JEL
C11 - Bayesian Analysis: General