Statistical Physics: An Advanced Approach with Applications Web-enhanced with Problems and Solutions (Advanced Texts in Physics) - Hardcover

Honerkamp, Josef

 
9783540430209: Statistical Physics: An Advanced Approach with Applications Web-enhanced with Problems and Solutions (Advanced Texts in Physics)
Hardcover
ISBN 10: 3540430202 ISBN 13: 9783540430209
Verlag: Springer, 2002

Inhaltsangabe

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.

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Von der hinteren Coverseite

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 need for statistical mechanics alone. Methods from mathematical statistics and stochastics for the analysis 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 distribution for the parameters, identification of stochastic models from observations, and statistical tests and classification methods (Chaps. 10-12). Moreover, a customized set of problems with solutions is accessible on the Web. The author teaches and conducts research on stochastic dynamical systems at the University of Freiburg, Germany.

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Verlag
Springer
Erscheinungsdatum
2002
Sprache
Englisch
ISBN 10 
3540430202
ISBN 13 
9783540430209
Einband
Gebundene Ausgabe
Auflage
2
Anzahl der Seiten
531
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
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Hamburg
Deutschland

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