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Molecular Evolution - A Statistical Approach (Paperback)
Loot Price: R2,306
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Molecular Evolution - A Statistical Approach (Paperback)
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Studies of evolution at the molecular level have experienced
phenomenal growth in the last few decades, due to rapid
accumulation of genetic sequence data, improved computer hardware
and software, and the development of sophisticated analytical
methods. The flood of genomic data has generated an acute need for
powerful statistical methods and efficient computational algorithms
to enable their effective analysis and interpretation. Molecular
Evolution: a statistical approach presents and explains modern
statistical methods and computational algorithms for the
comparative analysis of genetic sequence data in the fields of
molecular evolution, molecular phylogenetics, statistical
phylogeography, and comparative genomics. Written by an expert in
the field, the book emphasizes conceptual understanding rather than
mathematical proofs. The text is enlivened with numerous examples
of real data analysis and numerical calculations to illustrate the
theory, in addition to the working problems at the end of each
chapter. The coverage of maximum likelihood and Bayesian methods
are in particular up-to-date, comprehensive, and authoritative.
This advanced textbook is aimed at graduate level students and
professional researchers (both empiricists and theoreticians) in
the fields of bioinformatics and computational biology, statistical
genomics, evolutionary biology, molecular systematics, and
population genetics. It will also be of relevance and use to a
wider audience of applied statisticians, mathematicians, and
computer scientists working in computational biology.
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