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Ockham's razor and Bayesian analysis'Ockham's razor', the ad hoc principle enjoining the greatest possible simplicity in theoretical explanations, is presently shown to be justifiable as a consequence of Bayesian inference; Bayesian analysis can, moreover, clarify the nature of the 'simplest' hypothesis consistent with the given data. By choosing the prior probabilities of hypotheses, it becomes possible to quantify the scientific judgment that simpler hypotheses are more likely to be correct. Bayesian analysis also shows that a hypothesis with fewer adjustable parameters intrinsically possesses an enhanced posterior probability, due to the clarity of its predictions.
Document ID
19920039821
Acquisition Source
Legacy CDMS
Document Type
Reprint (Version printed in journal)
Authors
Jefferys, William H.
(Texas, University Austin, United States)
Berger, James O.
(Purdue University West Lafayette, IN, United States)
Date Acquired
August 15, 2013
Publication Date
February 1, 1992
Publication Information
Publication: American Scientist
Volume: 80
ISSN: 0003-0996
Subject Category
Statistics And Probability
Accession Number
92A22445
Funding Number(s)
CONTRACT_GRANT: NSF DMS-89-23071
CONTRACT_GRANT: NAS5-29285
Distribution Limits
Public
Copyright
Other

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