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Item Details
Title:
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FROM STATISTICAL PHYSICS TO STATISTICAL INFERENCE AND BACK
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By: |
P. Grassberger (Editor), J.P. Nadal (Editor) |
Format: |
Paperback |
List price:
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£163.00 |
We currently do not stock this item, please contact the publisher directly for
further information.
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ISBN 10: |
9401044651 |
ISBN 13: |
9789401044653 |
Publisher: |
SPRINGER |
Pub. date: |
10 October, 2012 |
Edition: |
Softcover reprint of the original 1st ed. 1994 |
Series: |
NATO Science Series C 428 |
Pages: |
363 |
Description: |
Proceedings of the NATO Advanced Study Institute, Cargese (Corsica), France, August 31--September 12, 1992 |
Synopsis: |
Physicists, when modelling physical systems with a large number of degrees of freedom, and statisticians, when performing data analysis, have developed their own concepts and methods for making the 'best' inference. But are these methods equivalent, or not? What is the state of the art in making inferences? The physicists want answers. More: neural computation demands a clearer understanding of how neural systems make inferences; the theory of chaotic nonlinear systems as applied to time series analysis could profit from the experience already booked by the statisticians; and finally, there is a long-standing conjecture that some of the puzzles of quantum mechanics are due to our incomplete understanding of how we make inferences. Matter enough to stimulate the writing of such a book as the present one. But other considerations also arise, such as the maximum entropy method and Bayesian inference, information theory and the minimum description length. Finally, it is pointed out that an understanding of human inference may require input from psychologists. This lively debate, which is of acute current interest, is well summarized in the present work. |
Illustrations: |
biography |
Publication: |
Netherlands |
Imprint: |
Springer |
Returns: |
Returnable |
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Ramadan and Eid al-Fitr
A celebratory, inclusive and educational exploration of Ramadan and Eid al-Fitr for both children that celebrate and children who want to understand and appreciate their peers who do.
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