Differential-Geometrical Methods in Statistics

Differential-Geometrical Methods in Statistics
Author :
Publisher : Springer Science & Business Media
Total Pages : 302
Release :
ISBN-10 : 9781461250562
ISBN-13 : 1461250560
Rating : 4/5 (560 Downloads)

Book Synopsis Differential-Geometrical Methods in Statistics by : Shun-ichi Amari

Download or read book Differential-Geometrical Methods in Statistics written by Shun-ichi Amari and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Related Books

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

GET EBOOK

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: 1993-04-01 - Publisher: CRC Press

GET EBOOK

Ever since the introduction by Rao in 1945 of the Fisher information metric on a family of probability distributions, there has been interest among statistician
Methods of Information Geometry
Language: en
Pages: 220
Authors: Shun-ichi Amari
Categories: Computers
Type: BOOK - Published: 2000 - Publisher: American Mathematical Soc.

GET EBOOK

Information geometry provides the mathematical sciences with a fresh framework of analysis. This book presents a comprehensive introduction to the mathematical
Differential Geometrical Theory of Statistics
Language: en
Pages: 473
Authors: Frédéric Barbaresco
Categories: Computers
Type: BOOK - Published: 2018-04-06 - Publisher: MDPI

GET EBOOK

This book is a printed edition of the Special Issue "Differential Geometrical Theory of Statistics" that was published in Entropy
Information Geometry and Its Applications
Language: en
Pages: 378
Authors: Shun-ichi Amari
Categories: Mathematics
Type: BOOK - Published: 2016-02-02 - Publisher: Springer

GET EBOOK

This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geomet