Differential Geometrical Foundations of Information Geometry: Geometry of Statistical Manifolds and Divergences

Differential Geometrical Foundations of Information Geometry: Geometry of Statistical Manifolds and Divergences
Author: Hiroshi Matsuzoe
Publisher:
Total Pages: 350
Release: 2015-11-30
Genre: Mathematics
ISBN: 9789814618762


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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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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 Foundations of Asymptotic Inference
Language: en
Pages: 384
Authors: Robert E. Kass
Categories: Mathematics
Type: BOOK - Published: 1997-07-17 - Publisher: Wiley-Interscience

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Differential geometry provides an aesthetically appealing and often revealing view of statistical inference. Beginning with an elementary treatment of one-param
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 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