Et Jaynes Papers On Probability Statistics And Statistical Physics
Download Et Jaynes Papers On Probability Statistics And Statistical Physics full books in PDF, epub, and Kindle. Read online free Et Jaynes Papers On Probability Statistics And Statistical Physics ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads.
Author |
: Edwin T. Jaynes |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 468 |
Release |
: 1989-04-30 |
ISBN-10 |
: 0792302133 |
ISBN-13 |
: 9780792302131 |
Rating |
: 4/5 (33 Downloads) |
Synopsis E.T. Jaynes by : Edwin T. Jaynes
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.
Author |
: R.D. Rosenkrantz |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 457 |
Release |
: 2012-12-06 |
ISBN-10 |
: 9789400965812 |
ISBN-13 |
: 9400965818 |
Rating |
: 4/5 (12 Downloads) |
Synopsis E. T. Jaynes: Papers on Probability, Statistics and Statistical Physics by : R.D. Rosenkrantz
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.
Author |
: R. D. Rosenkrantz |
Publisher |
: |
Total Pages |
: 464 |
Release |
: 1983-01-31 |
ISBN-10 |
: 9400965826 |
ISBN-13 |
: 9789400965829 |
Rating |
: 4/5 (26 Downloads) |
Synopsis E. T. Jaynes by : R. D. Rosenkrantz
Author |
: Edwin T. Jaynes |
Publisher |
: Springer |
Total Pages |
: 480 |
Release |
: 1983-01-31 |
ISBN-10 |
: UOM:39015015762183 |
ISBN-13 |
: |
Rating |
: 4/5 (83 Downloads) |
Synopsis E. T. Jaynes: Papers on Probability, Statistics and Statistical Physics by : Edwin T. Jaynes
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.
Author |
: |
Publisher |
: |
Total Pages |
: 0 |
Release |
: 1983 |
ISBN-10 |
: OCLC:1415070397 |
ISBN-13 |
: |
Rating |
: 4/5 (97 Downloads) |
Synopsis ET Jaynes, Papers on Probability, Statistics and Statistical Physics by :
Author |
: Edwin T. Jaynes |
Publisher |
: Cambridge University Press |
Total Pages |
: 296 |
Release |
: 1993-09-02 |
ISBN-10 |
: 9780521434713 |
ISBN-13 |
: 0521434718 |
Rating |
: 4/5 (13 Downloads) |
Synopsis Physics and Probability by : Edwin T. Jaynes
A collection of papers on the pioneering work of Edwin T. Jaynes in statistical physics, quantum optics and probability theory.
Author |
: W. T. Grandy, Jr |
Publisher |
: Cambridge University Press |
Total Pages |
: 296 |
Release |
: 2004-12-16 |
ISBN-10 |
: 0521617103 |
ISBN-13 |
: 9780521617109 |
Rating |
: 4/5 (03 Downloads) |
Synopsis Physics and Probability by : W. T. Grandy, Jr
The pioneering work of Edwin T. Jaynes in the field of statistical physics, quantum optics, and probability theory has had a significant and lasting effect on the study of many physical problems, ranging from fundamental theoretical questions through to practical applications such as optical image restoration. Physics and Probability is a collection of papers in these areas by some of his many colleagues and former students, based largely on lectures given at a symposium celebrating Jaynes' contributions, on the occasion of his seventieth birthday and retirement as Wayman Crow Professor of Physics at Washington University. The collection contains several authoritative overviews of current research on maximum entropy and quantum optics, where Jaynes' work has been particularly influential, as well as reports on a number of related topics. In the concluding paper, Jaynes looks back over his career, and gives encouragement and sound advice to young scientists. All those engaged in research on any of the topics discussed in these papers will find this a useful and fascinating collection, and a fitting tribute to an outstanding and innovative scientist.
Author |
: |
Publisher |
: Allied Publishers |
Total Pages |
: 436 |
Release |
: 2013 |
ISBN-10 |
: 8177644513 |
ISBN-13 |
: 9788177644517 |
Rating |
: 4/5 (13 Downloads) |
Synopsis Probability Theory by :
Probability theory
Author |
: Edwin T. Jaynes |
Publisher |
: |
Total Pages |
: 434 |
Release |
: 1983 |
ISBN-10 |
: OCLC:25361165 |
ISBN-13 |
: |
Rating |
: 4/5 (65 Downloads) |
Synopsis Papers on probability, statistics and statistical physics by : Edwin T. Jaynes
Author |
: E. T. Jaynes |
Publisher |
: Cambridge University Press |
Total Pages |
: 764 |
Release |
: 2003-04-10 |
ISBN-10 |
: 0521592712 |
ISBN-13 |
: 9780521592710 |
Rating |
: 4/5 (12 Downloads) |
Synopsis Probability Theory by : E. T. Jaynes
Index.