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Algebraic and geometric methods in statistics 1 edition

Algebraic and geometric methods in statistics
Paolo Gibilisco

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Algebraic and geometric methods in statistics
edited by Paolo Gibilisco ... [et al.].

Published 2010 by Cambridge University Press in Cambridge .
Written in English.

About the Book

"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.

Edition Notes

Includes bibliographical references.

Classifications

Dewey Decimal Class
519.5
Library of Congress
QA276 .A539 2009

The Physical Object

Pagination
xvi, 365 p. :
Number of pages
365

ID Numbers

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

History Created October 25, 2010 · 1 revision Download catalog record: RDF / JSON

October 25, 2010 Created by ImportBot initial import