Statistical Physics (Record no. 102865)

000 -LEADER
fixed length control field 03474nam a22004815i 4500
001 - CONTROL NUMBER
control field 978-3-642-28684-1
003 - CONTROL NUMBER IDENTIFIER
control field DE-He213
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20140220083313.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr nn 008mamaa
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 120618s2012 gw | s |||| 0|eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783642286841
-- 978-3-642-28684-1
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1007/978-3-642-28684-1
Source of number or code doi
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QC174.7-175.36
072 #7 - SUBJECT CATEGORY CODE
Subject category code PHS
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code PHDT
Source bicssc
072 #7 - SUBJECT CATEGORY CODE
Subject category code SCI055000
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 621
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Honerkamp, Josef.
Relator term author.
245 10 - TITLE STATEMENT
Title Statistical Physics
Medium [electronic resource] :
Remainder of title An Advanced Approach with Applications /
Statement of responsibility, etc by Josef Honerkamp.
250 ## - EDITION STATEMENT
Edition statement 3rd ed. 2012.
264 #1 -
-- Berlin, Heidelberg :
-- Springer Berlin Heidelberg :
-- Imprint: Springer,
-- 2012.
300 ## - PHYSICAL DESCRIPTION
Extent XIV, 553 p. 140 illus.
Other physical details online resource.
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
-- c
-- rdamedia
338 ## -
-- online resource
-- cr
-- rdacarrier
347 ## -
-- text file
-- PDF
-- rda
490 1# - SERIES STATEMENT
Series statement Graduate Texts in Physics,
International Standard Serial Number 1868-4513
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 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.
520 ## - SUMMARY, ETC.
Summary, etc 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.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Physics.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical physics.
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Physics.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Statistical Physics, Dynamical Systems and Complexity.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical Methods in Physics.
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element SpringerLink (Online service)
773 0# - HOST ITEM ENTRY
Title Springer eBooks
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Printed edition:
International Standard Book Number 9783642286834
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Graduate Texts in Physics,
-- 1868-4513
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier http://dx.doi.org/10.1007/978-3-642-28684-1
912 ## -
-- ZDB-2-PHA

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