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

By L. Pachter,B. Sturmfels

The quantitative research of organic series information relies on tools from records coupled with effective algorithms from laptop technological know-how. Algebra presents a framework for unifying some of the likely disparate innovations utilized by computational biologists. This booklet, first released in 2005, deals an advent to this mathematical framework and describes instruments from computational algebra for designing new algorithms for targeted, actual effects. those algorithms will be utilized to organic difficulties resembling aligning genomes, discovering genes and developing phylogenies. the 1st a part of this e-book contains 4 chapters at the topics of information, Computation, Algebra and Biology, delivering quick, self-contained introductions to the rising box of algebraic statistics and its purposes to genomics. within the moment half, the 4 issues are mixed and constructed to take on actual difficulties in computational genomics. because the first publication within the interesting and dynamic quarter, it will likely be welcomed as a textual content for self-study or for complicated undergraduate and starting graduate courses.

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