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Are there still things to do in Bayesian statistics?
Authors:Persi Diaconis and Susan Holmes
Institution:(1) Department of Mathematics, Harvard University, 1 Oxford Street, 02138 Cambridge, MA, U.S.A.;(2) Unité de Biométrie, INRA, 2, Place Pierre Viala, 34060 Montpellier, France
Abstract:From the outside, Bayesian statistics may seem like a closed little corner of probability. Once a prior is specified you compute! From the inside the field is filled with problems, conceptual and otherwise. This paper surveys some of what remains to be done and gives examples of the work in progress via a Bayesian peek into Feller volume I.This work had its origin in conversations with Marco Scarsini. Distance has prevented us from working things out jointly. This paper was presented at the workshop, we thank Eugenio Regazzini, Dominico Costantini and Maria Carla Galavotti for their help. Art Dempster, Carl Morris, John Pratt, Abner Shimony and Sandy Zabell raised interesting questions incorporated herein.
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