Algebraic Statistics: Computational Commutative Algebra in - download pdf or read online

By Giovanni Pistone,Eva Riccomagno,Henry P. Wynn

ISBN-10: 1584882042

ISBN-13: 9781584882046

Written by means of pioneers during this fascinating new box, Algebraic records introduces the appliance of polynomial algebra to experimental layout, discrete chance, and facts.

It starts with an advent to Gröbner bases and an intensive description in their purposes to experimental layout. a different bankruptcy covers the binary case with new software to coherent structures in reliability and point factorial designs. The paintings paves the best way, within the final chapters, for the appliance of machine algebra to discrete likelihood and statistical modelling in the course of the vital proposal of an algebraic statistical model.

As the 1st e-book at the topic, Algebraic information provides many possibilities for spin-off examine and functions and may develop into a landmark paintings welcomed by way of either the statistical group and its family members in arithmetic and computing device science.

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Read or Download Algebraic Statistics: Computational Commutative Algebra in Statistics (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) PDF

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Algebraic Statistics: Computational Commutative Algebra in Statistics (Chapman & Hall/CRC Monographs on Statistics & Applied Probability) by Giovanni Pistone,Eva Riccomagno,Henry P. Wynn


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