Algebraic Statistics: Computational Commutative Algebra in Statistics by Eva Riccomagno
Algebraic Statistics: Computational Commutative Algebra in Statistics (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) by Eva Riccomagno
English | Dec 21, 2000 | ISBN: 1584882042 | 168 Pages | PDF | 0,9 MB
English | Dec 21, 2000 | ISBN: 1584882042 | 168 Pages | PDF | 0,9 MB
Written by pioneers in this exciting new field, Algebraic Statistics introduces the application of polynomial algebra to experimental design, discrete probability, and statistics.
It begins with an introduction to Gröbner bases and a thorough description of their applications to experimental design. A special chapter covers the binary case with new application to coherent systems in reliability and two level factorial designs. The work paves the way, in the last two chapters, for the application of computer algebra to discrete probability and statistical modelling through the important concept of an algebraic statistical model.