Honerkamp,josef creator text ### New York Springer 2014 2025 1st monographic eng 424 p Josef Honerkamp,T. Filk 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. Physics 530.13 HON 9798181281257 250825 20250827100927.0