MS-E1621 - Algebraic Statistics D, 09.09.2020-04.12.2020
This course space end date is set to 04.12.2020 Search Courses: MS-E1621
Topic outline
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Main textbook:
Additional textbooks on algebraic statistics:
- “Lectures on Algebraic Statistics” by Drton, Sturmfels, and Sullivant
- “An Introduction to Algebraic Statistics with Tensors” by Bocci and Chiantini
- “Algebraic Statistics for Computational Biology” by Pachter and Sturmfels
- "Ideals, Varieties, Algorithms" by Cox, Little, O'Shea
- "Invitation to Nonlinear Algebra" by Michalek, Sturmfels
Algebraic Statistics Online Seminar: https://sites.google.com/view/algstatsonline/home
Snapshots of modern mathematics from Oberwolfach: The algebraic statistics of an Oberwolfach seminar
For group projects:
"Algebraic Statistics of Gaussian Mixtures" by Carlos Amendola
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Algebraic algorithms for sampling from conditional distributions FilePDF document
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