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Algebraic Statistics for Computational Biology

Algebraic Statistics for Computational Biology

Hardcover

ChemistryProbability & Statistics

ISBN10: 0521857007
ISBN13: 9780521857000
Publisher: Cambridge
Published: Aug 22 2005
Pages: 434
Weight: 2.46
Height: 1.11 Width: 7.32 Depth: 10.26
Language: English
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 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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Probability & Statistics