Differential-Geometrical Methods in Statistics

Differential-Geometrical Methods in Statistics
Author: Shun-ichi Amari
Publisher: Springer Science & Business Media
Total Pages: 302
Release: 2012-12-06
Genre: Mathematics
ISBN: 1461250560


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From the reviews: "In this Lecture Note volume the author describes his differential-geometric approach to parametrical statistical problems summarizing the results he had published in a series of papers in the last five years. The author provides a geometric framework for a special class of test and estimation procedures for curved exponential families. ... ... The material and ideas presented in this volume are important and it is recommended to everybody interested in the connection between statistics and geometry ..." #Metrika#1 "More than hundred references are given showing the growing interest in differential geometry with respect to statistics. The book can only strongly be recommended to a geodesist since it offers many new insights into statistics on a familiar ground." #Manuscripta Geodaetica#2


Differential-Geometrical Methods in Statistics
Language: en
Pages: 302
Authors: Shun-ichi Amari
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

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From the reviews: "In this Lecture Note volume the author describes his differential-geometric approach to parametrical statistical problems summarizing the res
Differential Geometrical Theory of Statistics
Language: en
Pages: 473
Authors: Frédéric Barbaresco
Categories: Computers
Type: BOOK - Published: 2018-04-06 - Publisher: MDPI

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This book is a printed edition of the Special Issue "Differential Geometrical Theory of Statistics" that was published in Entropy
Differential Geometry and Statistics
Language: en
Pages: 292
Authors: M.K. Murray
Categories: Mathematics
Type: BOOK - Published: 2017-10-19 - Publisher: Routledge

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Several years ago our statistical friends and relations introduced us to the work of Amari and Barndorff-Nielsen on applications of differential geometry to sta
Differential Geometry in Statistical Inference
Language: en
Pages: 254
Authors: Shun'ichi Amari
Categories: Geometry, Differential
Type: BOOK - Published: 1987 - Publisher: IMS

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Differential Geometrical Foundations of Information Geometry: Geometry of Statistical Manifolds and Divergences
Language: en
Pages: 350
Authors: Hiroshi Matsuzoe
Categories: Mathematics
Type: BOOK - Published: 2015-11-30 - Publisher:

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