Statistical Physics: An Advanced Approach with Applications Web-enhanced with Problems and Solutions
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
2002
|
| Series: | Advanced Texts in Physics
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| Subjects: | |
| Online Access: | Volltext |
| Item Description: | 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 |
| Physical Description: | 1 Online-Ressource (XIV, 517 p) |
| ISBN: | 9783662047637 9783642077036 |
| ISSN: | 1439-2674 |
| DOI: | 10.1007/978-3-662-04763-7 |
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| id | DE-604.BV042414371 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:20:55Z |
| institution | BVB |
| isbn | 9783662047637 9783642077036 |
| issn | 1439-2674 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027849864 |
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| physical | 1 Online-Ressource (XIV, 517 p) |
| psigel | ZDB-2-PHA ZDB-2-BAE ZDB-2-PHA_Archive |
| publishDate | 2002 |
| publishDateSearch | 2002 |
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| publisher | Springer Berlin Heidelberg |
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| series2 | Advanced Texts in Physics |
| spelling | Honerkamp, Josef Verfasser aut Statistical Physics An Advanced Approach with Applications Web-enhanced with Problems and Solutions by Josef Honerkamp Berlin, Heidelberg Springer Berlin Heidelberg 2002 1 Online-Ressource (XIV, 517 p) txt rdacontent c rdamedia cr rdacarrier Advanced Texts in Physics 1439-2674 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 Physics Statistical Physics, Dynamical Systems and Complexity Condensed Matter Physics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences https://doi.org/10.1007/978-3-662-04763-7 Verlag Volltext |
| spellingShingle | Honerkamp, Josef Statistical Physics An Advanced Approach with Applications Web-enhanced with Problems and Solutions Physics Statistical Physics, Dynamical Systems and Complexity Condensed Matter Physics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences |
| title | Statistical Physics An Advanced Approach with Applications Web-enhanced with Problems and Solutions |
| title_auth | Statistical Physics An Advanced Approach with Applications Web-enhanced with Problems and Solutions |
| title_exact_search | Statistical Physics An Advanced Approach with Applications Web-enhanced with Problems and Solutions |
| title_full | Statistical Physics An Advanced Approach with Applications Web-enhanced with Problems and Solutions by Josef Honerkamp |
| title_fullStr | Statistical Physics An Advanced Approach with Applications Web-enhanced with Problems and Solutions by Josef Honerkamp |
| title_full_unstemmed | Statistical Physics An Advanced Approach with Applications Web-enhanced with Problems and Solutions by Josef Honerkamp |
| title_short | Statistical Physics |
| title_sort | statistical physics an advanced approach with applications web enhanced with problems and solutions |
| title_sub | An Advanced Approach with Applications Web-enhanced with Problems and Solutions |
| topic | Physics Statistical Physics, Dynamical Systems and Complexity Condensed Matter Physics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences |
| topic_facet | Physics Statistical Physics, Dynamical Systems and Complexity Condensed Matter Physics Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences |
| url | https://doi.org/10.1007/978-3-662-04763-7 |
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