Statistical physics / Joseph Honerkamp (2002)

Public ISBD Titre : Statistical physics : an advanced approach with applications Type de document : texte imprimé Auteurs : Joseph Honerkamp ; Thomas Filk, Traducteur Editeur : Berlin ; London ; Cham : Springer Année de publication : 2002 Collection : Advanced texts in physics, ISSN 1439-2674 Importance : XIV-515 p. Présentation : ill. Format : 24 cm ISBN/ISSN/EAN : 978-3-540-43020-9 Langues : Anglais (eng) Mots-clés : Physique statistique Statistical physics Index. décimale : 531.3 Dynamique. Cinétique Résumé : The book is divided into two parts. The first part looks at the modeling of statistical systems before moving on to an analysis of these systems. This second edition contains new material on: estimators based on a probability distribution for the parameters; identification of stochastic models from observations; and statistical tests and classification methods. Note de contenu : 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 Estimators Based on a Probability Distribution for the Parameters - 11 Identification of Stochastic Models from Observations Statistical physics : an advanced approach with applications [texte imprimé] / Joseph Honerkamp ; Thomas Filk, Traducteur . - Berlin ; London ; Cham : Springer, 2002 . - XIV-515 p. : ill. ; 24 cm. - (Advanced texts in physics, ISSN 1439-2674) . ISBN : 978-3-540-43020-9 Langues : Anglais (eng) Mots-clés : Physique statistique Statistical physics Index. décimale : 531.3 Dynamique. Cinétique Résumé : The book is divided into two parts. The first part looks at the modeling of statistical systems before moving on to an analysis of these systems. This second edition contains new material on: estimators based on a probability distribution for the parameters; identification of stochastic models from observations; and statistical tests and classification methods. Note de contenu : 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 Estimators Based on a Probability Distribution for the Parameters - 11 Identification of Stochastic Models from Observations

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Code-barres	Cote	Support	Localisation	Section	Disponibilité	Etat_Exemplaire
046365	531.3 HON	Papier	Bibliothèque Centrale	Physique	Disponible