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 Methods in Statistics
Language: en
Pages: 294
Authors: Shun-ichi Amari
Categories: Mathematics
Type: BOOK - Published: 1990-02-14 - Publisher: Springer

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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 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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Geometrical Methods of Mathematical Physics
Language: en
Pages: 272
Authors: Bernard F. Schutz
Categories: Mathematics
Type: BOOK - Published: 1980-01-28 - Publisher: Cambridge University Press

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For physicists and applied mathematicians working in the fields of relativity and cosmology, high-energy physics and field theory, thermodynamics, fluid dynamic