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

Honerkamp, Josef

 
9783642077036: Statistical Physics: An Advanced Approach with Applications Web-enhanced with Problems and Solutions (Advanced Texts in Physics)
Softcover
ISBN 10: 364207703X ISBN 13: 9783642077036
Verlag: Springer, 2010

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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Über die Autorin bzw. den Autor

Prof. Dr. Josef Honerkamp Prof. Dr. Hartmann Römer Albert-Ludwigs Universität Fakultät für Physik Hermann-Herder Str. 3 79104 Freiburg

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
2010
Sprache
Englisch
ISBN 10 
364207703X
ISBN 13 
9783642077036
Einband
Taschenbuch
Auflage
2
Anzahl der Seiten
532
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

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