E T Jaynes Papers On Probability Statistics And Statistical Physics
Download E T Jaynes Papers On Probability Statistics And Statistical Physics full books in PDF, epub, and Kindle. Read online free E T Jaynes Papers On Probability Statistics And Statistical Physics ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Author | : Edwin T. Jaynes |
Publisher | : Springer Science & Business Media |
Total Pages | : 468 |
Release | : 1989-04-30 |
Genre | : Mathematics |
ISBN | : 9780792302131 |
Download E.T. Jaynes Book in PDF, Epub and Kindle
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 |
Genre | : Mathematics |
ISBN | : 9400965818 |
Download E. T. Jaynes: Papers on Probability, Statistics and Statistical Physics Book in PDF, Epub and Kindle
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 |
Genre | : |
ISBN | : 9789400965829 |
Download E. T. Jaynes Book in PDF, Epub and Kindle
Author | : |
Publisher | : |
Total Pages | : 0 |
Release | : 1983 |
Genre | : |
ISBN | : |
Download ET Jaynes, Papers on Probability, Statistics and Statistical Physics Book in PDF, Epub and Kindle
Author | : Edwin T. Jaynes |
Publisher | : Cambridge University Press |
Total Pages | : 296 |
Release | : 1993-09-02 |
Genre | : Mathematics |
ISBN | : 0521434718 |
Download Physics and Probability Book in PDF, Epub and Kindle
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 |
Genre | : Science |
ISBN | : 9780521617109 |
Download Physics and Probability Book in PDF, Epub and Kindle
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 | : Nikolai Dokuchaev |
Publisher | : World Scientific Publishing Company |
Total Pages | : 224 |
Release | : 2015-06-12 |
Genre | : Business & Economics |
ISBN | : 9814678058 |
Download Probability Theory Book in PDF, Epub and Kindle
This book provides a systematic, self-sufficient and yet short presentation of the mainstream topics on introductory Probability Theory with some selected topics from Mathematical Statistics. It is suitable for a 10- to 14-week course for second- or third-year undergraduate students in Science, Mathematics, Statistics, Finance, or Economics, who have completed some introductory course in Calculus. There is a sufficient number of problems and solutions to cover weekly tutorials.
Author | : Edwin T. Jaynes |
Publisher | : |
Total Pages | : 434 |
Release | : 1983 |
Genre | : |
ISBN | : |
Download Papers on probability, statistics and statistical physics Book in PDF, Epub and Kindle
Author | : |
Publisher | : Allied Publishers |
Total Pages | : 436 |
Release | : 2013 |
Genre | : |
ISBN | : 9788177644517 |
Download Probability Theory Book in PDF, Epub and Kindle
Probability theory
Author | : G. Erickson |
Publisher | : Springer Science & Business Media |
Total Pages | : 338 |
Release | : 1988-08-31 |
Genre | : Mathematics |
ISBN | : 9789027727930 |
Download Maximum-Entropy and Bayesian Methods in Science and Engineering Book in PDF, Epub and Kindle
This volume has its origin in the Fifth, Sixth and Seventh Workshops on and Bayesian Methods in Applied Statistics", held at "Maximum-Entropy the University of Wyoming, August 5-8, 1985, and at Seattle University, August 5-8, 1986, and August 4-7, 1987. It was anticipated that the proceedings of these workshops would be combined, so most of the papers were not collected until after the seventh workshop. Because all of the papers in this volume are on foundations, it is believed that the con tents of this volume will be of lasting interest to the Bayesian community. The workshop was organized to bring together researchers from different fields to critically examine maximum-entropy and Bayesian methods in science and engineering as well as other disciplines. Some of the papers were chosen specifically to kindle interest in new areas that may offer new tools or insight to the reader or to stimulate work on pressing problems that appear to be ideally suited to the maximum-entropy or Bayesian method. A few papers presented at the workshops are not included in these proceedings, but a number of additional papers not presented at the workshop are included. In particular, we are delighted to make available Professor E. T. Jaynes' unpublished Stanford University Microwave Laboratory Report No. 421 "How Does the Brain Do Plausible Reasoning?" (dated August 1957). This is a beautiful, detailed tutorial on the Cox-Polya-Jaynes approach to Bayesian probability theory and the maximum-entropy principle.