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Bayesian Field Theory

Ask a traditional mathematician the likely outcome of a coin-toss, and he will reply that no evidence exists on which to base such a prediction. Ask a Bayesian, and he will examine the coin, conclude that it was probably not tampered with, and predict five hundred heads in a thousand tosses; a subsequent experiment would then be used to refine this prediction. The Bayesian approach, in other words, permits the use of prior knowledge when testing a hypothesis.

Long the province of mathematicians and statisticians, Bayesian methods are applied in this ground-breaking book to problems in cutting-edge physics. Joerg Lemm offers practical examples of Bayesian analysis for the physicist working in such areas as neural networks, artificial intelligence, and inverse problems in quantum theory. The book also includes nonparametric density estimation problems, including, as special cases, nonparametric regression and pattern recognition. Thought-provoking and sure to be controversial, Bayesian Field Theory will be of interest to physicists as well as to other specialists in the rapidly growing number of fields that make use of Bayesian methods.

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	Technical Bayesian Core: A Practical Approach to Computational Bayesian Statistics (Springer Texts in Statisti Bayesian Core: A Practical Approach to Computational Bayesian Statistics (Springer Texts in Statistics) By Jean-Michel Marin, Christian P. Robert,Publisher: SpringerNumber Of Pages: 258Publication Date: 2007-02-02Sales Rank: 50973I ...
	Science/Engineering Bayesian Theory Bayesian Theory Wiley\| ISBN 0471924164 \| 1994-01-15 \| PDF \| 586 pages \| 4.6 MBRecent books in the Wiley Series in Probability and Mathematical Statistics Editors Vic Barnett J. Stuart Hunter Adrian F.M. Smith Geoffrey S. Watson Ralph A. Bra ...
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