Algebraic Statistics for Computational Biology

This book, first published in 2005, explains how computational algebra provides tools for designing new algorithms for exact, accurate results in the quantitative analysis of biological sequence data. These are applied to biological problems such as aligning genomes, finding genes and constructing phylogenies.