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... a welcome and much needed addition to the literature on the use of differential geometry methods in statistics, information theory and control theory (Mathematical Reviews )Reseña del editor:
There has been strong progress in the field of information geometry in recent years and yet there are few textbooks which reflect these developments, except for those which deal with statistics. Information geometry provides a new method applicable to various areas including information sciences and physical sciences. It has emerged from investigating the geometrical structures of the manifold of probability distributions, and has been applied successfully to statistical inference problems. However, it has been proved that information geometry opens a new paradigm useful for elucidation of information systems, intelligent systems, physical systems and mathematical systems. Information geometry has become one of the fundamental methods of analyzing neurocomputing and related areas. Its usefulness has also been recognized in multiterminal information theory and portfolio, in nonlinear systems and nonlinear prediction, in mathematical programming, in statistical inference and information theory of quantum mechanical systems, and so on. Its mathematical foundations have also shown a remarkable progress. The first three chapters of the book provide a comprehensive introduction to the mathematical foundation of information geometry while the remaining chapters provide an overview of the scope of its application. It is hoped that Methods of Information Geometry will become a key text in information geometry and help to inspire further developments in the field.
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Buchbeschreibung Amer Mathematical Society, 2001. Hardcover. Zustand: Good. Volume 191 Item may show signs of shelf wear. Pages may include limited notes and highlighting. May include supplemental or companion materials if applicable. Access codes may or may not work. Connecting readers since 1972. Customer service is our top priority. Bestandsnummer des Verkäufers mon0001488568
Buchbeschreibung Amer Mathematical Society, 2001. Hardcover. Zustand: GOOD. Has little wear to the cover and pages. Contains some markings such as highlighting and writing. Supplemental materials are not guaranteed with any used book purchases. Bestandsnummer des Verkäufers 0821805312_abe_gd
Buchbeschreibung Amer Mathematical Society, 2001. Zustand: Good. A+ Customer service! Satisfaction Guaranteed! Book is in Used-Good condition. Pages and cover are clean and intact. Used items may not include supplementary materials such as CDs or access codes. May show signs of minor shelf wear and contain limited notes and highlighting. Bestandsnummer des Verkäufers 0821805312-2-4