Markov Bases in Algebraic Statistics


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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 Groebner 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 ...

Markov Bases in Algebraic Statistics 2014, Springer

ISBN-13: 9781489999092

2012 edition

Trade paperback

Markov Bases in Algebraic Statistics 2012, Springer-Verlag New York Inc., New York, NY

ISBN-13: 9781461437185

2012 edition