Statistical Physics

An Advanced Approach with Applications Web-enhanced with Problems and Solutions

By:

Josef Honerkamp

Format:

Paperback / softback

Series:

Advanced Texts in Physics

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Description

The application of statistical methods to physics is essen- tial. 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 need for statistical mechanics alone. Methods from mathematical statistics and stochastics for the analy- sis of data are discussed as well. The book is divided into two parts, focusing first on the modeling of statistical systems and then on the analysis of these systems. Problems with hints for solution help the students to deepen their knowledge. The second edition has been updated and enlarged with new material on estimators based on a probability dis- tribution for the parameters, identification of stochastic models from observations, and statistical tests and classi- fication methods (Chaps. 10-12). Moreover, a customized set of set of problems with solutions is accessible on the Web.

Release date NZ

December 15th, 2010

Author

Josef Honerkamp

Audience

Professional & Vocational

Edition

Softcover reprint of hardcover 2nd ed. 2002

Illustrations

XIV, 517 p.

Pages

517

Series

Advanced Texts in Physics

Dimensions

156x234x27

ISBN-13

9783642077036

Product ID

9985065

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