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Statistical Physics: An Advanced Approach With Applications : Josef Honerkamp,T. Filk

By: Publication details: New York Springer 2014Edition: 1stDescription: 424 pISBN:
  • 9798181281257
Subject(s): DDC classification:
  • 530.13 HON
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Item type Current library Call number Status Barcode
English Books Anna Centenary Library 5TH FLOOR, A WING 530.13 HON (Browse shelf(Opens below)) Available 534747

1. Statistical Physics Is More than Statistical Mechanics.- I. Modeling of Statistical Systems.- 2. Random Variables: Fundamentals of Probability Theory and Statistics.- 3. Random Variables in State Space: Classical Statistical Mechanics of Fluids.- 4. Random Fields: Textures and Classical Statistical Mechanics of Spin Systems.- 5. Time-Dependent Random Variables: Classical Stochastic Processes.- 6. Quantum Random Systems.- 7. Changes of External Conditions.- II. Analysis of Statistical Systems.- 8. Estimation of Parameters.- 9. Signal Analysis: Estimation of Spectra.- 10. Inverse Problems: Estimation of Distributions.- Appendix: Random Number Generation for Simulating Realizations of Random Variables.- Problems.- Hints and Solutions.- References.

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