Giovanni Pistone,Eva Riccomagno,Henry P. Wynn's Algebraic Statistics: Computational Commutative Algebra in PDF

By Giovanni Pistone,Eva Riccomagno,Henry P. Wynn

Written through pioneers during this intriguing new box, Algebraic facts introduces the applying of polynomial algebra to experimental layout, discrete chance, and statistics.

It starts off with an advent to Gröbner bases and an intensive description in their functions to experimental layout. a unique 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 applying of laptop algebra to discrete chance and statistical modelling throughout the vital suggestion of an algebraic statistical model.

As the 1st publication at the topic, Algebraic statistics offers many possibilities for spin-off study and purposes and will turn into a landmark paintings welcomed through either the statistical group and its kin in arithmetic and computing device science.

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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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