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Markov Bases in Algebraic Statistics

Name: Markov Bases in Algebraic Statistics
Brand: Springer-Verlag New York Inc.
SKU: 01427836
Price: 107.29 EUR
Availability: InStock
Author: Satoshi Aoki
ISBN: 9781461437185

Satoshi Aoki

Hisayuki Hara

Akimichi Takemura

Lingua

Inglese

Libro Rigido

Codice Libristo: 01427836

Casa editrice Springer-Verlag New York Inc., luglio 2012

Algebraic statistics is a rapidly developing field, where ideas from statistics and algebra meet and... Descrizione completa

Codice Libristo: 01427836

263 b

107.29 €

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Algebraic statistics is a rapidly developing field, where ideas from statistics and algebra meet and stimulate new research directions. One of the origins of algebraic statistics is the work by Diaconis and Sturmfels in 1998 on the use of Gröbner bases for constructing a connected Markov chain for performing conditional tests of a discrete exponential family. In this book we take up this topic and present a detailed summary of developments following the seminal work of Diaconis and Sturmfels.§This book is intended for statisticians with minimal backgrounds in algebra. As we ourselves learned algebraic notions through working on statistical problems and collaborating with notable algebraists, we hope that this book with many practical statistical problems is useful for statisticians to start working on the field.