An edition of Statistical Physics (1998)

Statistical Physics

An Advanced Approach with Applications

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Last edited by MARC Bot
September 28, 2024 | History
An edition of Statistical Physics (1998)

Statistical Physics

An Advanced Approach with Applications

The application of statistical methods to physics is essential. This unique book on statistical physics offers an advanced approach with numerous applications to the modern problems students are confronted with. Therefore the text contains more concepts and methods in statistics than the student would needed for statistical mechanics alone. Methods from mathematical statistics and stochastics for the analysis of data are discussed as well. The book is divided in two parts focusing first on the modelling of statistical systems then on the analysis of these systems. Problems with hints for solution help the students to deepen their knowledge.

Publish Date
Language
English
Pages
411

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Previews available in: English

Edition Availability
Cover of: Statistical Physics
Statistical Physics: An Advanced Approach with Applications
1998, Springer Berlin Heidelberg
electronic resource : in English

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Book Details


Table of Contents

Statistical Physics is more than Statistical Mechanics
Part I. Modelling of statistical systems
Random variables: fundamentals of probability theory and statistics
Random variables in state space: classical statistical mechanics of fluids
Random fields: textures and classical statistical mechanics of spin systems
Time dependent random variables: classical stochastic processes
Quantum random systems
Changes of external conditions
Part II. Analysis of statistical systems
Estimation of parameters
Signal analysis: estimation of spectra
Inverse problems: estimation of distributions
Problems
Solutions
References
Index.

Edition Notes

Online full text is restricted to subscribers.

Also available in print.

Mode of access: World Wide Web.

Published in
Berlin, Heidelberg

Classifications

Dewey Decimal Class
621
Library of Congress
QC174.7-175.36, Q295

The Physical Object

Format
[electronic resource] :
Pagination
1 online resource (xi, 411 p.)
Number of pages
411

ID Numbers

Open Library
OL27089171M
Internet Archive
statisticalphysi00hone_604
ISBN 10
3662037114, 3662037092
ISBN 13
9783662037119, 9783662037096
OCLC/WorldCat
851393799

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September 28, 2024 Edited by MARC Bot import existing book
July 7, 2019 Created by MARC Bot import new book