Exploratory Data Analysis Using Fisher Information
| Autor: | B. Roy Frieden, Robert A. Gatenby |
|---|---|
| EAN: | 9781846287770 |
| eBook Format: | |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 27.05.2010 |
| Kategorie: | |
| Schlagworte: | EPI Entropy Estimation of Probability Laws Estimation of System Laws Fisher Information Fluctuations in Financial Issues Information Pattern Recognition Physical Information Power Laws Sociocultural Organization data analysis information |
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This book uses a mathematical approach to deriving the laws of science and technology, based upon the concept of Fisher information. The approach that follows from these ideas is called the principle of Extreme Physical Information (EPI). The authors show how to use EPI to determine the theoretical input/output laws of unknown systems. Will benefit readers whose math skill is at the level of an undergraduate science or engineering degree.
Professor Emeritus - B. Roy Frieden:
B.S., M.S., Ph.D., Professor of Optical Sciences, Univ. of Arizona 1966-2002; books 'Probability, Statistical Optics and Data Testing' (Springer-Verlag, 3rd ed., 2001), 'Physics from Fisher Information' (Cambridge Univ. Press, 1998), 'Science from Fisher Information' (Cambridge Univ. Press, 2004); inventor of principle of Extreme physical information (EPI)
Dr. Robert A. Gatenby:
BSE, Princeton Univ. MD, University of Pennsylvania.
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