Introduction to Computational Algebraic Statistics

DOI10.1007/978-3-030-26454-3_5zbMath1442.62765arXiv1607.07600OpenAlexW2518340474MaRDI QIDQ3294890

Satoshi Aoki

Publication date: 29 June 2020

Published in: Two Algebraic Byways from Differential Equations: Gröbner Bases and Quivers (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1607.07600

zbMATH Keywords

Markov basiscomputational algebraic statistics

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Monte Carlo methods (65C05) Gröbner bases; other bases for ideals and modules (e.g., Janet and border bases) (13P10) Contingency tables (62H17) Algebraic statistics (62R01)

Related Items (1)

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Uses Software

• Macaulay2
• Risa/Asir
• SINGULAR
• 4ti2

Cites Work

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• Markov bases in algebraic statistics.
• A survey of exact inference for contingency tables. With comments and a rejoinder by the author
• Algebraic algorithms for sampling from conditional distributions
• Gröbner Bases
• A Warning on the Use of Chi-Squared Statistics With Frequency Tables With Small Expected Cell Counts
• Counting the Number of r × c Contingency Tables with Fixed Margins
• SINGULAR
• Testing Statistical Hypotheses
• Monte Carlo sampling methods using Markov chains and their applications
• Algebraic Statistics for Computational Biology

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