000 01240nam a2200181 a 4500
005 20250827100927.0
008 250825s2025##################000#0#eng##
020 _a9798181281257
082 0 4 _a530.13
_bHON
100 _aHonerkamp,josef
245 1 0 _aStatistical Physics: An Advanced Approach With Applications
_b:
_cJosef Honerkamp,T. Filk
250 _a1st
260 _aNew York
_bSpringer
_c2014
300 _a424 p
500 _a1. 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.
650 _aPhysics
942 _cENGLISH
999 _c583901
_d583901