Algebraic Statistics
Author | : Seth Sullivant |
Publisher | : |
Total Pages | : 490 |
Release | : 2018 |
ISBN-10 | : 1470449803 |
ISBN-13 | : 9781470449803 |
Rating | : 4/5 (03 Downloads) |
Download or read book Algebraic Statistics written by Seth Sullivant and published by . This book was released on 2018 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. The algebra/statistics connection is now over twenty years old, and this book presents the first broad introductory treatment of the subject. Along with background material in probability, algebra, and statistics, this book covers a range of topics in algebraic statistics including algebraic exponential famil.