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Maximum Entropy and Bayesian Methods

Name: Maximum Entropy and Bayesian Methods
Brand: Springer Netherlands
SKU: 01395249
Price: 95.19 EUR
Availability: InStock
Author: Kenneth M. Hanson
ISBN: 9780792343110

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

Kenneth M. Hanson

Richard N. Silver

Language

English

Book Hardback

Libristo code: 01395249

Publishers Springer Netherlands, November 1995

This volume contains the proceedings of the Fifteenth International Workshop on Maximum Entropy and... Full description

Libristo code: 01395249

233 b

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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.