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Read e-book online Algebraic Statistics for Computational Biology PDF

By L. Pachter,B. Sturmfels

The quantitative research of organic series info relies on equipment from information coupled with effective algorithms from laptop technological know-how. Algebra presents a framework for unifying the various probably disparate recommendations utilized by computational biologists. This ebook, first released in 2005, bargains an advent to this mathematical framework and describes instruments from computational algebra for designing new algorithms for specific, exact effects. those algorithms will be utilized to organic difficulties akin to aligning genomes, discovering genes and developing phylogenies. the 1st a part of this ebook involves 4 chapters at the issues of facts, Computation, Algebra and Biology, delivering fast, self-contained introductions to the rising box of algebraic statistics and its purposes to genomics. within the moment half, the 4 topics are mixed and built to take on genuine difficulties in computational genomics. because the first e-book within the intriguing and dynamic quarter, 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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Algebraic Statistics for Computational Biology by L. Pachter,B. Sturmfels

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