Markov Bases in Algebraic Statistics: 199 (Springer Series by Satoshi Aoki,Hisayuki Hara,Akimichi Takemura PDF

By Satoshi Aoki,Hisayuki Hara,Akimichi Takemura

ISBN-10: 1461437180

ISBN-13: 9781461437185

ISBN-10: 1489999094

ISBN-13: 9781489999092

Algebraic records is a speedily constructing box, the place principles from facts and algebra meet and stimulate new learn instructions. one of many origins of algebraic information is the paintings by way of Diaconis and Sturmfels in 1998 at the use of Gröbner bases for developing a hooked up Markov chain for acting conditional assessments of a discrete exponential family. In this ebook we take in this subject and current an in depth precis of advancements following the seminal paintings of Diaconis and Sturmfels.

This booklet is meant for statisticians with minimum backgrounds in algebra. As we ourselves discovered algebraic notions via engaged on statistical difficulties and taking part with remarkable algebraists, we are hoping that this booklet with many functional statistical difficulties comes in handy for statisticians to begin engaged on the field.

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Markov Bases in Algebraic Statistics: 199 (Springer Series in Statistics) by Satoshi Aoki,Hisayuki Hara,Akimichi Takemura


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