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Bayesian theory
(redirected from Bayesian probability)

   Also found in: Medical, Wikipedia 0.16 sec.
Bayesian theory [′bāz·ē·ən ‚thē·ə·rē]
(statistics)
A theory, as of statistical inference or decision making, in which probabilities are associated with individual events or statements rather than with sequences of events.


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The Tabasco 2003 isolate grouped with 3 strains from 2001 and 2002 in Florida and Louisiana and more distantly with a New York isolate from 2000, with strong Bayesian probability and bootstrap support; inclusion of the New York grouse strain was weakly supported (bootstrap and Bayesian probability values <80%).
Tools that automatically generate the taxonomy structure apply various algorithms (statistical analysis, Bayesian probability, and clustering) to a corpus of documents in a bottom-up strategy.
Indeed, maximum likelihood and Bayesian probability theory offer the correct formalism for considering all data and model uncertainties; least-squares analysis is just one, albeit relatively general, instance of maximum likelihood.
 
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