Książka Maximum Entropy and Bayesian Methods Kenneth M. Hanson

Maximum Entropy and Bayesian Methods

Santa Fe, New Mexico, U.S.A., 1995 Proceedings of the Fifteenth International Workshop on Maximum Entropy and Bayesian Methods

Język: Angielski
Oprawa: Miękka
Wydawca: Springer
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
212.46
This volume contains the proceedings of the Fifteenth International Workshop on Maximum Entropy and...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2012
strony
458
EAN
9789401062848
ISBN
9401062846
Enbook ID
02184713
Wydawca
Waga
766
Wymiary
160 x 240 x 27

Pełny opis

This volume contains the proceedings of the Fifteenth International Workshop on Maximum Entropy and Bayesian Methods , held in Sante Fe, New Mexico, USA, from July 31 to August 4, 1995. §Maximum entropy and Bayesian methods are widely applied to statistical data analysis and scientific inference in the natural and social sciences, engineering and medicine. Practical applications include, among others, parametric model fitting and model selection, ill-posed inverse problems, image reconstruction, signal processing, decision making, and spectrum estimation. Fundamental applications include the common foundations for statistical inference, statistical physics and information theory. Specific sessions during the workshop focused on time series analysis, machine learning, deformable geometric models, and data analysis of Monte Carlo simulations, as well as reviewing the relation between maximum entropy and information theory. §Audience: This book should be of interest to scientists, engineers, medical professionals, and others engaged in such topics as data analysis, statistical inference, image processing, and signal processing.

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