Algebraic Statistics for Computational Biology L. Pachter

ISBN: 9780521857000

Published: August 22nd 2005

Hardcover

434 pages


Description

Algebraic Statistics for Computational Biology  by  L. Pachter

Algebraic Statistics for Computational Biology by L. Pachter
August 22nd 2005 | Hardcover | PDF, EPUB, FB2, DjVu, talking book, mp3, ZIP | 434 pages | ISBN: 9780521857000 | 5.61 Mb

The quantitative analysis of biological sequence data is based on methods from statistics coupled with efficient algorithms from computer science. Algebra provides a framework for unifying many of the seemingly disparate techniques used byMoreThe quantitative analysis of biological sequence data is based on methods from statistics coupled with efficient algorithms from computer science.

Algebra provides a framework for unifying many of the seemingly disparate techniques used by computational biologists. This book offers an introduction to this mathematical framework and describes tools from computational algebra for designing new algorithms for exact, accurate results. These algorithms can be applied to biological problems such as aligning genomes, finding genes and constructing phylogenies. As the first book in the exciting and dynamic area, it will be welcomed as a text for self-study or for advanced undergraduate and beginning graduate courses.



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