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 (62 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

DOWNLOAD EBOOK

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

DOWNLOAD EBOOK

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: 1993-04-01 - Publisher: CRC Press

DOWNLOAD 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
Geometric Modeling in Probability and Statistics
Language: en
Pages: 389
Authors: Ovidiu Calin
Categories: Mathematics
Type: BOOK - Published: 2014-07-17 - Publisher: Springer

DOWNLOAD EBOOK

This book covers topics of Informational Geometry, a field which deals with the differential geometric study of the manifold probability density functions. This
Geometrical Methods of Mathematical Physics
Language: en
Pages: 272
Authors: Bernard F. Schutz
Categories: Science
Type: BOOK - Published: 1980-01-28 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

In recent years the methods of modern differential geometry have become of considerable importance in theoretical physics and have found application in relativi