Statistical Physics : An Advanced Approach with Applications
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...
Enregistré dans:
| Hovedforfatter: | |
|---|---|
| Format: | Livre numérique |
| Sprog: | Anglais |
| Udgivet: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer
[20..].
Cham : Springer Nature |
| Udgivelse: | 3rd ed. 2012. |
| Serier: | Graduate Texts in Physics
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| Online adgang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Kommentar: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Statistical physics, an advanced approach with applications, Josef Honerkamp, 3rd edition, Heidelberg, Springer, 2012, 1 vol. (XIV-553 p.), Graduate texts in physics, 978-3-642-28683-4 |
Indholdsfortegnelse:
- 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