Information Geometry
Autor: | Arni S.R. Srinivasa Rao, C.R. Rao, Angelo Plastino |
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EAN: | 9780323855686 |
eBook Format: | PDF/ePUB |
Sprache: | Englisch |
Produktart: | eBook |
Veröffentlichungsdatum: | 26.09.2021 |
Kategorie: | |
Schlagworte: | Origins of the subject; Clarity on foundations; Applications in Statistics; Physics; Economics and Computer Science |
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The subject of information geometry blends several areas of statistics, computer science, physics, and mathematics. The subject evolved from the groundbreaking article published by legendary statistician C.R. Rao in 1945. His works led to the creation of Cramer-Rao bounds, Rao distance, and Rao-Blackawellization. Fisher-Rao metrics and Rao distances play a very important role in geodesics, econometric analysis to modern-day business analytics. The chapters of the book are written by experts in the field who have been promoting the field of information geometry and its applications.
- Written by experts for users of information geometry
- Basics to advanced readers are equally taken care
- Origins and Clarity on Foundations