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

By Giovanni Pistone,Eva Riccomagno,Henry P. Wynn

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

It starts off with an advent to Gröbner bases and an intensive description in their functions to experimental layout. a distinct bankruptcy covers the binary case with new software to coherent platforms in reliability and point factorial designs. The paintings paves the best way, within the final chapters, for the applying of laptop algebra to discrete likelihood and statistical modelling throughout the very important inspiration of an algebraic statistical model.

As the 1st publication at the topic, Algebraic records offers many possibilities for spin-off examine and purposes and may develop into a landmark paintings welcomed by means of either the statistical group and its kin in arithmetic and computing device science.

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