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Statistical Physics: An Advanced Approach with Applications (Graduate Texts in Physics) (Hardcover)

Statistical Physics: An Advanced Approach with Applications (Graduate Texts in Physics) By Josef Honerkamp Cover Image
$110.49
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Description


Statistical Physics is more than Statistical Mechanics.- Part I: Modeling of Statistical Systems.- Random Variables: Fundamentals of Probability Theory and Statistics.- Random Variables in State Space: Classical Statistical Mechanics of Fluids.- Random Fields: Textures and Classical Statistical Mechanics of Spin Systems.- Time-Dependent Random Variables: Classical Stochastic Processes.- Quantum Random Systems.- Changes of External Conditions.- Part II: Analysis of Statistical Systems.- Estimation of Parameters.- Signal Analysis: Estimation of Spectra.- Estimators Based on a Probability Distribution for the Parameters.- Identification of Stochastic Models from Observations.- Estimating the Parameters of a Hidden Stochastic Model.- Statistical Tests and Classification Methods.- Appendix: Random Number Generation for Simulating Realizations of Random Variables.- Problems.- Hints and Solutions.

Product Details
ISBN: 9783642286834
ISBN-10: 3642286836
Publisher: Springer
Publication Date: June 22nd, 2012
Pages: 554
Language: English
Series: Graduate Texts in Physics