Download e-book for kindle: Markov Bases in Algebraic Statistics: 199 (Springer Series by Satoshi Aoki,Hisayuki Hara,Akimichi Takemura

By Satoshi Aoki,Hisayuki Hara,Akimichi Takemura

Algebraic facts is a quickly constructing box, the place principles from facts and algebra meet and stimulate new examine instructions. one of many origins of algebraic data 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 appearing conditional checks of a discrete exponential family. In this ebook we absorb 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 awesome algebraists, we are hoping that this booklet with many sensible 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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