[share_ebook] Computational Molecular Evolution (Oxford Series in Ecology and Evolution) - Ziheng Yang


Author: Ziheng Yang

Date: November, 2006

Pages: 376

Publisher: Oxford University Press, USA

Category: Study


Posted on 2012-02-18, by 4bookholic.

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Computational Molecular Evolution (Oxford Series in Ecology and Evolution)


Computational Molecular Evolution (Oxford Series in Ecology and Evolution)
Ziheng Yang | Oxford University Press, USA | November, 2006 | 376 pages | English | PDF

The field of molecular evolution has experienced explosive growth in recent years due to the rapid accumulation of genetic sequence data, continuous improvements to computer hardware and software, and the development of sophisticated analytical methods. The increasing availability of large genomic data sets requires powerful statistical methods to analyse and interpret them, generating both computational and conceptual challenges for the field. Computational Molecular Evolution provides an up-to-date and comprehensive coverage of modern statistical and computational methods used in molecular evolutionary analysis, such as maximum likelihood and Bayesian statistics. Yang describes the models, methods and algorithms that are most useful for analysing the ever-increasing supply of molecular sequence data, with a view to furthering our understanding of the evolution of genes and genomes. The book emphasizes essential concepts rather than mathematical proofs. It includes detailed derivations and implementation details, as well as numerous illustrations, worked examples, and exercises. It will be of relevance and use to students and professional researchers (both empiricists and theoreticians) in the fields of molecular phylogenetics, evolutionary biology, population genetics, mathematics, statistics and computer science. Biologists who have used phylogenetic software programs to analyze their own data will find the book particularly rewarding, although it should appeal to anyone seeking an authoritative overview of this exciting area of computational biology


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