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Bayesian Nets and CausalityPhilosophical and Computational Foundations$
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Jon Williamson

Print publication date: 2004

Print ISBN-13: 9780198530794

Published to Oxford Scholarship Online: September 2007

DOI: 10.1093/acprof:oso/9780198530794.001.0001

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PROBABILITY

PROBABILITY

Chapter:
(p.4) 2 PROBABILITY
Source:
Bayesian Nets and Causality
Author(s):

Jon Williamson (Contributor Webpage)

Publisher:
Oxford University Press
DOI:10.1093/acprof:oso/9780198530794.003.0002

Probability functions over domains of variables are introduced, as are the various interpretations of probability, including the frequency, propensity, chance, and Bayesian interpretations. The Bayesian notion of chance as ultimate belief is also discussed.

Keywords:   variable, interpretation of probability, frequency, propensity, chance, Bayesianism, ultimate belief

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