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Algebraic Statistics
Language: en
Pages: 506
Authors: Seth Sullivant
Categories: Education
Type: BOOK - Published: 2018-11-19 - Publisher: American Mathematical Soc.

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Algebraic statistics uses tools from algebraic geometry, commutative algebra, combinatorics, and their computational sides to address problems in statistics and
Lectures on Algebraic Statistics
Language: en
Pages: 177
Authors: Mathias Drton
Categories: Mathematics
Type: BOOK - Published: 2009-04-25 - Publisher: Springer Science & Business Media

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How does an algebraic geometer studying secant varieties further the understanding of hypothesis tests in statistics? Why would a statistician working on factor
An Introduction to Algebraic Statistics with Tensors
Language: en
Pages: 240
Authors: Cristiano Bocci
Categories: Mathematics
Type: BOOK - Published: 2019-09-11 - Publisher: Springer Nature

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This book provides an introduction to various aspects of Algebraic Statistics with the principal aim of supporting Master’s and PhD students who wish to explo
Algebraic Statistics for Computational Biology
Language: en
Pages: 440
Authors: L. Pachter
Categories: Mathematics
Type: BOOK - Published: 2005-08-22 - Publisher: Cambridge University Press

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This book, first published in 2005, offers an introduction to the application of algebraic statistics to computational biology.
Algebraic Geometry and Statistical Learning Theory
Language: en
Pages: 295
Authors: Sumio Watanabe
Categories: Computers
Type: BOOK - Published: 2009-08-13 - Publisher: Cambridge University Press

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Sure to be influential, Watanabe's book lays the foundations for the use of algebraic geometry in statistical learning theory. Many models/machines are singular