Algebraic Statistics (8 books)

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“Algebraic statistics uses tools from algebraic geometry, commutative algebra, combinatorics, and their computational sides to address problems in statistics and its applications. The starting point for this connection is the observation that many statistical models are semialgebraic sets.”
–Seth Sullivant

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1	Algebraic Statistics by Seth Sullivant 4.50 avg rating — 2 ratings score: 200, and 2 people voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
2	Markov Bases in Algebraic Statistics (Springer Series in Statistics, 199) by Aoki really liked it 4.00 avg rating — 2 ratings score: 99, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
3	An Introduction to Algebraic Statistics with Tensors (UNITEXT Book 118) by Cristiano Bocci really liked it 4.00 avg rating — 1 rating score: 98, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
4	Lectures on Algebraic Statistics (Oberwolfach Seminars, 39) by Mathias Drton 3.67 avg rating — 3 ratings score: 97, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
5	Causality: Models, Reasoning, and Inference by Judea Pearl 4.17 avg rating — 334 ratings score: 96, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
6	Elements of Causal Inference: Foundations and Learning Algorithms (Adaptive Computation and Machine Learning series) by Jonas Peters 3.67 avg rating — 55 ratings score: 95, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
7	Algebraic Statistics: Computational Commutative Algebra in Statistics. Monographs on Statistics and Applied Probability, Volume 89 by Giovanni Pistone 3.50 avg rating — 2 ratings score: 94, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars
8	Algebraic Geometry and Statistical Learning Theory (Cambridge Monographs on Applied and Computational Mathematics, Series Number 25) by Sumio Watanabe 4.38 avg rating — 13 ratings score: 93, and 1 person voted	Error rating book. Refresh and try again. Rate this book Clear rating 1 of 5 stars 2 of 5 stars 3 of 5 stars 4 of 5 stars 5 of 5 stars