Statistical Physics: An Advanced Approach with Applications – Josef Honerkamp
- Title: Statistical Physics: An Advanced Approach with Applications
- Author: Josef Honerkamp
- Pages: 536 pages
- Publisher: Springer; 2nd ed. edition (August 17, 2004)
- Language: English
- ISBN-10: 3540430202
- ISBN-13: 978-3540430209
Book 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.
Book Info
Unique book of statistical physics offers an advanced approach with numerous applications to the modern problems students are confronted with. Focuses on the modeling of statistical systems and the analysis of these systems.
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