Model choice versus model criticism

Statistics – Methodology

Scientific paper

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This is a comment on the recent paper by Ratmann, Andrieu, Wiuf, and Richardson (PNAS, 106), submitted too late for PNAS to co

Scientific paper

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.

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