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"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.
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Previews available in: English
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1
Algebraic and Geometric Methods in Statistics
2010, Cambridge University Press
in English
0511642407 9780511642401
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2
Algebraic and geometric methods in statistics
2010, Cambridge University Press
in English
0521896193 9780521896191
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3
Algebraic and Geometric Methods in Statistics
2009, Cambridge University Press
in English
0511637047 9780511637049
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4
Algebraic and Geometric Methods in Statistics
2009, Cambridge University Press
in English
051163949X 9780511639494
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5
Algebraic and Geometric Methods in Statistics
2009, Cambridge University Press
in English
0511640579 9780511640575
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Includes bibliographical references.
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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 |