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Maximum Entropy and Bayesian Methods - Cambridge, England, 1988 (Paperback, Softcover reprint of hardcover 1st ed. 1989)
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Maximum Entropy and Bayesian Methods - Cambridge, England, 1988 (Paperback, Softcover reprint of hardcover 1st ed. 1989)
Series: Fundamental Theories of Physics, 36
Expected to ship within 10 - 15 working days
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This volume records the proceedings of the Fourteenth International
Workshop on Maximum Entropy and Bayesian Methods, held in
Cambridge, England from August 1-5, 1994. Throughout applied
science, Bayesian inference is giving high quality results
augmented with reliabilities in the form of probability values and
probabilistic error bars. Maximum Entropy, with its emphasis on
optimally selected results, is an important part of this. Across
wide areas of spectroscopy and imagery, it is now realistic to
generate clear results with quantified reliability. This power is
underpinned with a foundation of solid mathematics. The annual
Maximum Entropy Workshops have become the principal focus of
developments in the field, and which capture the imaginative
research that defines the state of the art in the subject. The
breadth of application is seen in the thirty-three papers
reproduced here, which are classified into subsections on Basics,
Applications, Physics and Neural Networks. Audience: This volume
will be of interest to graduate students and researchers whose work
involves probability theory, neural networks, spectroscopic
methods, statistical thermodynamics and image processing.
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