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awesome-algebraic-statistics

A curated list of Algebraic Statistics tools and resources.
https://github.com/FatemehTarashi/awesome-algebraic-statistics

Last synced: about 19 hours ago
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Theory
- 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
- 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.
Tools
- 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
- C++
  - 4ti2
- R
  - algstat
Useful Links
- R
Event
- R

Programming Languages

Categories

Theory 20 Tools 6 Event 5 Useful Links 4

Sub Categories

Articles 15 R 10 Books 5 Macaulay2 4 C++ 1

Keywords

mathematics 1 markov-chains 1 lattices 1 integer-programming 1 commutative-algebra 1 algebraic-statistics 1