000			01798 a2200253 4500
008			240510b |||||||| |||| 00| 0 eng d
020			_a9781584882046
082			_a519.5 PIS
100			_aPistone, Giovanni
245			_aAlgebraic statistics: computational commutative algebra in statistics
260			_aBoca Raton: _bChapman & Hall/CRC, _c2000.
300			_axvii, 160p.: _bhbk.: _c24cm
440			_aMonographs on Statistics and Applied Probability 89
520			_aWritten 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. As the first book on the subject, Algebraic Statistics presents many opportunities for spin-off research and applications and should become a landmark work welcomed by both the statistical community and its relatives in mathematics and computer science. https://www.routledge.com/Algebraic-Statistics-Computational-Commutative-Algebra-in-Statistics/Pistone-Riccomagno-Wynn/p/book/9781584882046
650			_aAlgebra
650			_aComputeralgebra
650			_aExperimental Design
650			_aPolynomials
650			_aMathematics
650			_aStatistical Model
700			_aRiccomagno, Eva _eCo-author
700			_aWynn, Henry P. _eCo-author
942			_cTD _2ddc
999			_c60405 _d60405