Title Statistical Physics : An Advanced Approach with Applications Web-enhanced with Problems and Solutions Author(s) Honerkamp, Josef Publication Berlin, Heidelberg, Springer Berlin Heidelberg, 2002. Description XIV, 517 p : online resource Abstract Note 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 ISBN,Price 9783662047637 Keyword(s) 1. COMPLEX SYSTEMS 2. CONDENSED MATTER 3. CONDENSED MATTER PHYSICS 4. DYNAMICAL SYSTEMS 5. EBOOK 6. EBOOK - SPRINGER 7. MATHEMATICAL PHYSICS 8. STATISTICAL PHYSICS 9. Statistical Physics and Dynamical Systems 10. Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences 11. Statistics?? 12. Theoretical, Mathematical and Computational Physics Item Type eBook Multi-Media Links Please Click here for eBook Circulation Data Accession#   Call# Status Issued To Return Due On Physical Location I11327     On Shelf