Bayesian reasoning in data analysis : a critical introduction /

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Bibliographic Details
Author / Creator:D'Agostini, G. (Giulio)
Imprint:River Edge, NJ : World Scientific, c2003.
Description:xix, 329 p. : ill. ; 24 cm.
Language:English
Subject:
Format: Print Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/5136793
Hidden Bibliographic Details
ISBN:9812383565 (alk. paper)
Notes:Includes bibliographical references (p. 313-323) and index.

MARC

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505 0 0 |g Pt. 1.  |t Critical review and outline of the Bayesian alternative --  |g 1.  |t Uncertainty in physics and the usual methods of handling it --  |g 2.  |t A probabilistic theory of measurement uncertainty --  |g Pt. 2.  |t A Bayesian primer --  |g 3.  |t Subjective probability and Bayes' theorem --  |g 4.  |t Probability distributions (a concise reminder) --  |g 5.  |t Bayesian inference of continuous quantities --  |g 6.  |t Gaussian likelihood --  |g 7.  |t Counting experiments --  |g 8.  |t Bypassing Bayes' theorem for routine applications --  |g 9.  |t Bayesian unfolding --  |g Pt. 3.  |t Further comments, examples and applications --  |g 10.  |t Miscellanea on general issues in probability and inference --  |g 11.  |t Combination of experimental results: a closer look --  |g 12.  |t Asymmetric uncertainties and nonlinear propagation --  |g 13.  |t Which priors for frontier physics? --  |g Pt. 4.  |t Conclusion --  |g 14.  |t Conclusions and bibliography. 
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