Statistical Physics

An Advanced Approach with Applications

  • Josef Honerkamp

Part of the Graduate Texts in Physics book series (GTP)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Modeling of Statistical Systems

    1. Front Matter
      Pages 3-3
  3. Modeling of Statistical Systems

  4. Analysis of Statistical Systems

    1. Front Matter
      Pages 315-315
    2. Josef Honerkamp
      Pages 317-346
    3. Josef Honerkamp
      Pages 347-403
    4. Josef Honerkamp
      Pages 483-507
  5. Back Matter
    Pages 509-553

About this book

Introduction

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 would need for statistical mechanics alone. Methods from mathematical statistics and stochastics for the analysis of data are discussed as well.

The book is divided into two parts, focusing first on the modeling of statistical systems and then on the analysis of these systems. Problems with hints for solution help the students to deepen their knowledge. The third edition has been updated and enlarged with new sections deepening the knowledge about data analysis. Moreover, a customized set of  problems with solutions is accessible on the Web at extras.springer.com.

Keywords

Data Analysis Statistical Physics Hidden Stochastic Model Modeling Statistical Systems Signal Analysis Spectrum Statistical test Method Textbook Data Analysis Textbook Statistical Mechanics Textbook Statistical Physics

Authors and affiliations

  • Josef Honerkamp
    • 1
  1. 1.Fakultät für PhysikUniversität FreiburgFreiburgGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-28684-1
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Physics and Astronomy
  • Print ISBN 978-3-642-28683-4
  • Online ISBN 978-3-642-28684-1
  • Series Print ISSN 1868-4513
  • Series Online ISSN 1868-4521
  • About this book