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Graduate Studies in Mathematics
Volume: 194; 2018; 490 pp; Hardcover
MSC: Primary 62; 14; 13; 52; 60; 90; 92;

Print ISBN: 978-1-4704-3517-2
Product Code: GSM/194
List Price: $83.00
AMS Member Price: $66.40
MAA Member Price: $74.70

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Electronic ISBN: 978-1-4704-4980-3
Product Code: GSM/194.E
List Price: $83.00
AMS Member Price: $66.40
MAA Member Price: $74.70

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Algebraic Statistics

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Seth Sullivant

Algebraic statistics uses tools from algebraic geometry, commutative algebra, combinatorics, and their computational sides to address problems in statistics and its applications. The starting point for this connection is the observation that many statistical models are semialgebraic sets. The algebra/statistics connection is now over twenty years old, and this book presents the first broad introductory treatment of the subject. Along with background material in probability, algebra, and statistics, this book covers a range of topics in algebraic statistics including algebraic exponential families, likelihood inference, Fisher's exact test, bounds on entries of contingency tables, design of experiments, identifiability of hidden variable models, phylogenetic models, and model selection. With numerous examples, references, and over 150 exercises, this book is suitable for both classroom use and independent study.

Readership

Graduate students and researchers interested in algebraic statistics and its applications.

Algebraic Statistics

Base Product Code Keyword List: gsm; GSM; gsm/194; GSM/194; gsm-194; GSM-194

Print Product Code: GSM/194

Online Product Code: GSM/194.E

Title (HTML): Algebraic Statistics

Author(s) (Product display): Seth Sullivant

Affiliation(s) (HTML): North Carolina State University, Raleigh, NC

Abstract:

Book Series Name: Graduate Studies in Mathematics

Volume: 194

Publication Month and Year: 2018-11-19

Page Count: 490

Cover Type: Hardcover

Print ISBN-13: 978-1-4704-3517-2

Online ISBN 13: 978-1-4704-4980-3

Print ISSN: 1065-7339

Online ISSN: 1065-7339

Primary MSC: 62; 14; 13; 52; 60; 90; 92

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SXG Subject: PR; AP

Supplemental Materials (URL at AMS): https://www.ams.org/bookpages/gsm-194

Online Price 1 Label: List

Online Price 1: 83.00

Print Price 1 Label: List

Print Price 1: 83.00

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Online Price 2: 66.40

Print Price 2 Label: AMS Member

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Online Price 3 Label: MAA Member

Online Price 3: 74.70

Print Price 3 Label: MAA Member

Print Price 3: 74.70

Bundle Price 1 Label: List

Bundlel Price 1: 124.50

Bundle Price 2 Label: AMS Member

Bundle Price 2: 99.60

Bundle Price 3: 112.05

Bundle Price 3 Label: MAA Member

Print Add to Cart URL: /some/url/at/AMS/GSM-194

Electronic Add to Cart URL: /some/url/at/AMS/GSM-194.E

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Review Copy: https://www.ams.org/exam-desk-review-request?&eisbn=978-1-4704-4980-3&pisbn=978-1-4704-3517-2&epc=GSM/194.E&ppc=GSM/194&title=Algebraic%20Statistics&author=Seth%20Sullivant&type=R

Readership:

Graduate students and researchers interested in algebraic statistics and its applications.

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Algebraic Statistics

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