Markov Bases in Algebraic Statistics

• Main Authors: Aoki, Satoshi (Author), Hara, Hisayuki (Author), Takemura, Akimichi (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2012.
• Series: Springer Series in Statistics, 199
• Subjects: Statistics.; Algebra.; Applied mathematics.; Engineering mathematics.; Statistics, general.; Statistical Theory and Methods.; General Algebraic Systems.; Applications of Mathematics.

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 p...