The Resource Statistical Physics : an Advanced Approach with Applications Web-enhanced with Problems and Solutions, by Josef Honerkamp, (electronic resource)

Statistical Physics : an Advanced Approach with Applications Web-enhanced with Problems and Solutions, by Josef Honerkamp, (electronic resource)

Label
Statistical Physics : an Advanced Approach with Applications Web-enhanced with Problems and Solutions
Title
Statistical Physics
Title remainder
an Advanced Approach with Applications Web-enhanced with Problems and Solutions
Statement of responsibility
by Josef Honerkamp
Creator
Subject
Genre
Language
eng
Summary
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 second edition has been updated and enlarged with new material on estimators based on a probability distribution for the parameters, identification of stochastic models from observations, and statistical tests and classification methods (Chaps. 10-12). Moreover, a customized set of problems with solutions is accessible on the Web. The author teaches and conducts research on stochastic dynamical systems at the University of Freiburg, Germany
Member of
Cataloging source
AU@
http://library.link/vocab/creatorName
Honerkamp, J
Dewey number
621
Illustrations
illustrations
Index
no index present
LC call number
QC174.7-175.36
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Advanced Texts in Physics,
http://library.link/vocab/subjectName
  • Physics
  • Physics
Label
Statistical Physics : an Advanced Approach with Applications Web-enhanced with Problems and Solutions, by Josef Honerkamp, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-662-04763-7
Instantiates
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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 -- Statistical Tests and Classification Methods -- Problems + Hints and Solutions -- References -- Index
Dimensions
unknown
Extent
1 online resource (xiv, 536 pages 109 illustrations).
File format
unknown
Form of item
online
Isbn
9783662047637
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-662-04763-7
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851383988
  • (OCoLC)ocn851383988
Label
Statistical Physics : an Advanced Approach with Applications Web-enhanced with Problems and Solutions, by Josef Honerkamp, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-662-04763-7
Publication
Antecedent source
file reproduced from original
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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 -- Statistical Tests and Classification Methods -- Problems + Hints and Solutions -- References -- Index
Dimensions
unknown
Extent
1 online resource (xiv, 536 pages 109 illustrations).
File format
unknown
Form of item
online
Isbn
9783662047637
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-662-04763-7
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851383988
  • (OCoLC)ocn851383988

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