Statistical Physics : an Advanced Approach with Applications Web-enhanced with Problems and Solutions /
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 wou...
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| Format: | eBook |
| Language: | English |
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Berlin, Heidelberg :
Springer Berlin Heidelberg,
2002.
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| Series: | Advanced texts in physics.
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| Online Access: | Connect to the full text of this electronic book |
Table of Contents:
- 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
- Statistical Tests and Classification Methods
- Problems + Hints and Solutions
- References
- Index.