ABSTRACT

Written by pioneers in this exciting new field, Algebraic Statistics introduces the application of polynomial algebra to experimental design, discrete probability, and statistics.

It begins with an introduction to Grobner bases and a thorough description of their applications to experimental design. A special chapter covers the binary case

chapter 1|14 pages

Introduction

chapter 2|28 pages

Algebraic models

chapter 3|32 pages

Gro¨bner bases in experimental design

chapter 5|24 pages

Probability

chapter 6|36 pages

Statistical modeling