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Probability theory : the logic of science / E.T. Jaynes ; edited by G. Larry Bretthorst.

By: Contributor(s): Material type: TextTextDescription: xxix, 727 pages ; 26 cmISBN:
  • 0521592712
  • 9780521592710
Subject(s): DDC classification:
  • 519.2 JAY
Contents:
Plausible reasoning -- The quantitative rules -- Elementary sampling theory -- Elementary hypothesis testing -- Queer uses for probability theory -- Elementary parameter estimation -- The central, Gaussian or normal distribution -- Sufficiency, ancillarity, and all that -- Repetitive experiments : probability and frequency -- Physics of 'random experiments' -- Discrete prior probabilities : the entropy principle -- Ignorance priors and transformation groups -- Decision theory, historical background -- Simple applications of decision theory -- Paradoxes of probability theory -- Orthodox methods : historical background -- Principles and pathology of orthodox statistics -- The Ap distribution and rule of succession -- Physical measurements -- Model comparison -- Outliers and robustness -- Introduction to communication theory.
Item type: Books
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"Reprinted with corrections 2004"

Includes bibliographical references (p. 705-720) and indexes.

Plausible reasoning -- The quantitative rules -- Elementary sampling theory -- Elementary hypothesis testing -- Queer uses for probability theory -- Elementary parameter estimation -- The central, Gaussian or normal distribution -- Sufficiency, ancillarity, and all that -- Repetitive experiments : probability and frequency -- Physics of 'random experiments' -- Discrete prior probabilities : the entropy principle -- Ignorance priors and transformation groups -- Decision theory, historical background -- Simple applications of decision theory -- Paradoxes of probability theory -- Orthodox methods : historical background -- Principles and pathology of orthodox statistics -- The Ap distribution and rule of succession -- Physical measurements -- Model comparison -- Outliers and robustness -- Introduction to communication theory.

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