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The first six chapters of this volume present the author's 'predictive' or information theoretic' approach to statistical mechanics, in which the basic probability distributions over microstates are obtained as distributions of maximum entropy (Le. , as distributions that are most non-committal with regard to missing information among all those satisfying the macroscopically given constraints). There is then no need to make additional assumptions of ergodicity or metric transitivity; the theory proceeds entirely by inference from macroscopic measurements and the underlying dynamical assumptions. Moreover, the method of maximizing the entropy is completely general and applies, in particular, to irreversible processes as well as to reversible ones. The next three chapters provide a broader framework - at once Bayesian and objective - for maximum entropy inference. The basic principles of inference, including the usual axioms of probability, are seen to rest on nothing more than requirements of consistency, above all, the requirement that in two problems where we have the same information we must assign the same probabilities. Thus, statistical mechanics is viewed as a branch of a general theory of inference, and the latter as an extension of the ordinary logic of consistency. Those who are familiar with the literature of statistics and statistical mechanics will recognize in both of these steps a genuine 'scientific revolution' - a complete reversal of earlier conceptions - and one of no small significance.
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Buchbeschreibung Springer, 1983. Hardcover. Zustand: Used: Acceptable. [na4 al.1 4.30.t7] Hardcover without DJ. Ex-library with usual ex-lib markings. Rubbed edges. Light staining to boards. Bestandsnummer des Verkäufers 9027714487
Buchbeschreibung Springer. Hardcover. Zustand: Good. 9027714487 Meets the good condition guidelines. Has a large tear. Has wear. Five star seller - Buy with confidence!. Bestandsnummer des Verkäufers Z9027714487Z3
Buchbeschreibung Jan 31, 1983. Zustand: Used: Good. Ex-public library, usual stamps and markings, OK condition age related discolouration of page edges, showing first signs of shelf wear, first non-text page removed by library, no dust cover. Bestandsnummer des Verkäufers M05_6041_JZ_04/17