awesome-algebraic-statistics
A curated list of Algebraic Statistics tools and resources.
https://github.com/FatemehTarashi/awesome-algebraic-statistics
Last synced: 4 days ago
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Theory
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Articles
- Algebraic statistical models - Drton, and Sullivant.
- Algebraic Statistics - Sabrina Mi.
- Algebraic Statistics and Contingency Table Problems: Log-Linear Models, Likelihood Estimation, and Disclosure Limitation - Dobra, Fienberg, Rinaldo, Slavkovic, and Zhou.
- Algebraic statistics, tables, and networks: The Fienberg advantage - Gross, Karwa, and Petrovic
- Algebraic Statistics in Model Selection - Garcia.
- Introductory Notes to Algebraic Statistics - Hoşten, and Ruffa.
- Open Problems in Algebraic Statistics - Sturmfels.
- TAPAS of Algebraic Statistics - Endola, Casanellas, and Puente.
- Thesis: The Algebraic Statistics of Sampling, Likelihood, and Regression - Marigliano.
- Open Problems in Algebraic Statistics - Sturmfels.
- Algebraic Statistics Day (Christiane Görgen: What is (algebraic) statistics?) - Görgen
- Algebraic Statistics in Practice: Applications to Networks - Casanellas, Petrović, Uhler.
- Algebraic statistics, tables, and networks: The Fienberg advantage - Gross, Karwa, and Petrovic
- Algebraic Statistics in Model Selection - Garcia.
- New directions in algebraic statistics: Three challenges from 2023 - Alexandr, Bakenhus, Curiel, Deshpande, Gross, Gu, Hill, Johnson, Kagy, Karwa, Li, Lyu, Petrovi´c, Rodriguez
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Books
- Algebraic Statistics - Sullivant.
- Algebraic Statistics - Zimmermann.
- Algebraic Statistics for Computational Biology - Pachter, and Sturmfels.
- An Introduction to Algebraic Statistics - Bocci, Chiantini, and Geramita.
- Lectures on Algebraic Statistics - Drton, Sturmfels, and Sullivant.
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Tools
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Macaulay2
- Algebraic Optimization degree
- GraphicalModels a gold star - discrete and Gaussian graphical models
- GraphicalModelsMLE - maximum likelihood estimates for graphical statistical models
- StatGraphs - Graphs specific for algebraic statistics
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C++
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R
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Useful Links
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Event
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R
- Algebraic Statistics Online Seminar
- "Applied and computational algebraic geometry" EMGW02, from 22 January to 26 January 2024
- "Computations and Data in Algebraic Statistics" workshop in Oaxaca, from May 14 to May 19, 2023
- "Algebraic Statistics and Our Changing World New Methods for New Challenges" at IMSI in Chicago, from September 18 to December 15, 2023
- "The 3-way-interaction seminar is a monthly algebraic statistics seminar" in Germany
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Categories
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