[PDF.34mj] Methods of Information Geometry (Translations of Mathematical Monographs) (Tanslations of Mathematical Monographs)

Methods of Information Geometry (Translations of Mathematical Monographs) (Tanslations of Mathematical Monographs)

[PDF.yd35] Methods of Information Geometry (Translations of Mathematical Monographs) (Tanslations of Mathematical Monographs)

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 | #1182504 in Books |  2007-04-13 | Original language:English |  9.75 x6.75 x.50l,.90 | File type: PDF | 206 pages

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||0 of 7 people found the following review helpful.| Five Stars|By Customer|Nothing|39 of 40 people found the following review helpful.| Amari's Information Geometry|By Amin Zia|This book is a comprehensive introduction to Amari's approach to information geometry (IG).

The book starts with an introduction to differential geometry (DG). This chapter of the book is diff| |... a welcome and much needed addition to the literature on the use of differential geometry methods in statistics, information theory and control theory Mathematical s

Information geometry provides the mathematical sciences with a new framework of analysis. It has emerged from the investigation of the natural differential geometric structure on manifolds of probability distributions, which consists of a Riemannian metric defined by the Fisher information and a one-parameter family of affine connections called the $\alpha$-connections. The duality between the $\alpha$-connection and the $(-\alpha)$-connection together with the metric pl...

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