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Markov Bases in Algebraic Statistics (Paperback, 2012 ed.)
Loot Price: R2,794
Discovery Miles 27 940
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Markov Bases in Algebraic Statistics (Paperback, 2012 ed.)
Series: Springer Series in Statistics, 199
Expected to ship within 10 - 15 working days
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Total price: R2,814
Discovery Miles: 28 140
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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 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.
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