Download e-book for iPad: Algebraic Statistics for Computational Biology by L. Pachter,B. Sturmfels

By L. Pachter,B. Sturmfels

The quantitative research of organic series info is predicated on equipment from facts coupled with effective algorithms from machine technological know-how. Algebra presents a framework for unifying some of the likely disparate suggestions utilized by computational biologists. This ebook, first released in 2005, bargains an creation to this mathematical framework and describes instruments from computational algebra for designing new algorithms for certain, exact effects. those algorithms should be utilized to organic difficulties corresponding to aligning genomes, discovering genes and developing phylogenies. the 1st a part of this ebook comprises 4 chapters at the subject matters of information, Computation, Algebra and Biology, delivering fast, self-contained introductions to the rising box of algebraic data and its functions to genomics. within the moment half, the 4 topics are mixed and constructed to take on genuine difficulties in computational genomics. because the first booklet within the intriguing and dynamic region, it is going to 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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