Algebraic and geometric methods in statistics

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August 2, 2020 | History

Algebraic and geometric methods in statistics

"This up-to-date account of algebraic statistics and information geometry explores the emerging connections between the two disciplines, demonstrating how they can be used in design of experiments and how they benefit our understanding of statistical models and, in particular, exponential models. This book presents a new way of approaching classical statistical problems and raises scientific questions that would never have been considered without the interaction of these two disciplines." "Beginning with a brief introduction to each area, using simple illustrative examples, the book then proceeds with a collection of reviews and some new results by leading researchers in their respective fields. Parts I and II are mainly on contingency table analysis and design of experiments, Part III dwells on both classical and quantum information geometry. Finally, Part IV provides examples of the interplay between algebraic statistics and information geometry. Computer code and some proofs are also available online, where key examples are also developed in further detail."--BOOK JACKET.

Publish Date
Language
English
Pages
365

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Previews available in: English

Edition Availability
Cover of: Algebraic and Geometric Methods in Statistics
Algebraic and Geometric Methods in Statistics
2010, Cambridge University Press
in English
Cover of: Algebraic and geometric methods in statistics
Algebraic and geometric methods in statistics
2010, Cambridge University Press
in English
Cover of: Algebraic and Geometric Methods in Statistics
Algebraic and Geometric Methods in Statistics
2009, Cambridge University Press
in English
Cover of: Algebraic and Geometric Methods in Statistics
Algebraic and Geometric Methods in Statistics
2009, Cambridge University Press
in English
Cover of: Algebraic and Geometric Methods in Statistics
Algebraic and Geometric Methods in Statistics
2009, Cambridge University Press
in English

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Book Details


Edition Notes

Includes bibliographical references.

Published in
Cambridge

Classifications

Dewey Decimal Class
519.5
Library of Congress
QA276 .A539 2009, QA276, QA276 .A44 2010

The Physical Object

Pagination
xvi, 365 p. :
Number of pages
365

Edition Identifiers

Open Library
OL24392575M
Internet Archive
algebraicgeometr00gibi
ISBN 10
0521896193
ISBN 13
9780521896191
LCCN
2010483507
OCLC/WorldCat
401145580

Work Identifiers

Work ID
OL15423798W

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Download catalog record: RDF / JSON
August 2, 2020 Edited by ImportBot import existing book
June 28, 2019 Edited by MARC Bot import existing book
October 25, 2010 Created by ImportBot initial import