Algebraic Statistics for Computational Biology - download pdf or read online

By L. Pachter,B. Sturmfels

ISBN-10: 0521857007

ISBN-13: 9780521857000

The quantitative research of organic series info relies on equipment from records coupled with effective algorithms from machine technological know-how. Algebra presents a framework for unifying some of the doubtless disparate concepts utilized by computational biologists. This e-book, first released in 2005, deals an creation to this mathematical framework and describes instruments from computational algebra for designing new algorithms for distinct, actual effects. those algorithms could be utilized to organic difficulties resembling aligning genomes, discovering genes and developing phylogenies. the 1st a part of this e-book includes 4 chapters at the issues of information, Computation, Algebra and Biology, providing quick, self-contained introductions to the rising box of algebraic records and its purposes to genomics. within the moment half, the 4 subject matters are mixed and built to take on genuine difficulties in computational genomics. because the first publication within the intriguing and dynamic zone, will probably be welcomed as a textual content for self-study or for complicated undergraduate and starting graduate courses.

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Algebraic Statistics for Computational Biology by L. Pachter,B. Sturmfels

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