Statistical Physics: An Advanced Approach with Applications (Hardcover)

Honerkamp, Josef

  • 出版商: Springer
  • 出版日期: 2012-06-22
  • 售價: $1,400
  • 貴賓價: 9.5$1,330
  • 語言: 英文
  • 頁數: 554
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3642286836
  • ISBN-13: 9783642286834
  • 相關分類: 物理學 Physics
  • 下單後立即進貨 (約5~7天)

相關主題

商品描述

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.

作者簡介

Prof. Dr. Josef Honerkamp
Fakultät für Mathematik und Physik der Universität Freiburg