awesome-algebraic-statistics
github.com/fatemehtarashi/awesome-algebraic-statistics ↗A curated list of Algebraic Statistics tools and resources.
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Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
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Installation instructions →What's inside
Tools
- 4ti2C++
A software package for algebraic, geometric, and combinatorial problems on linear spaces.
- Algebraic Statistics in OSCARJulia / OSCAR
Experimental OSCAR functionality for common algebraic statistical models.
- AlgebraicStatistics.jlJulia / OSCAR
A Julia / OSCAR package for algebraic statistics.
- algstatR
An R package for algebraic statistics.
- AllMarkovBasesMacaulay2
Computing all minimal Markov bases of a configuration matrix.
- FourTiTwoMacaulay2
Macaulay2 interface to 4ti2.
Theory
- Algebraic Algorithms for Sampling from Conditional DistributionsArticles
Diaconis, and Sturmfels.
- Algebraic statistical modelsArticles
Drton, and Sullivant.
- Algebraic StatisticsBooks
Sullivant.
- Algebraic StatisticsBooks
Zimmermann.
- Algebraic StatisticsArticles
Mi.
- Algebraic Statistics and Contingency Table Problems: Log-Linear Models, Likelihood Estimation, and Disclosure LimitationArticles
Dobra, Fienberg, Rinaldo, Slavkovic, and Zhou.
Events
- Algebraic Distance OptimizationUpcoming Events
ICERM, Brown University, US, February 15-19, 2027.
- Algebraic Statistics 2025Upcoming Events
Technical University of Munich, Germany, March 24-28, 2025.
- Algebraic Statistics 2027Upcoming Events
Otto von Guericke University Magdeburg, Germany, March 1-5, 2027.
- Algebraic Statistics and the Study of Multistate Models: Theory and ApplicationsUpcoming Events
Aalto University and the University of Helsinki, Finland, April 1-4, 2025.
- Algebraic Statistics at NORDSTAT 2026Upcoming Events
Helsinki, Finland, June 1-4, 2026.
- AlgStat - Lille 2026Upcoming Events
University of Lille, France, March 12-13, 2026.
Useful Links
- Algebraic Statistics Community Homepage
Community homepage with journal, mailing list, and events.
- Algebraic Statistics Online Seminar
Online seminar series in algebraic statistics.
- Discontinued Journal of Algebraic Statistics
Archive and information for the discontinued journal.
- Journal of Algebraic Statistics
Community-run journal published by MSP.
Showing a sample of 53 resources. View the full list on GitHub →