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

By L. Pachter,B. Sturmfels

The quantitative research of organic series facts relies on tools from records coupled with effective algorithms from laptop technological know-how. Algebra offers a framework for unifying some of the possible disparate strategies utilized by computational biologists. This publication, first released in 2005, deals an advent to this mathematical framework and describes instruments from computational algebra for designing new algorithms for targeted, exact effects. those algorithms may be utilized to organic difficulties akin to aligning genomes, discovering genes and developing phylogenies. the 1st a part of this booklet contains 4 chapters at the subject matters of information, Computation, Algebra and Biology, providing quickly, self-contained introductions to the rising box of algebraic facts and its purposes to genomics. within the moment half, the 4 subject matters are mixed and built to take on actual difficulties in computational genomics. because the first booklet within the interesting and dynamic sector, it is going to be welcomed as a textual content for self-study or for complex undergraduate and starting graduate courses.

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