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Books > Science & Mathematics > Physics > Applied physics & special topics > Biophysics
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Bayesian Methods in Structural Bioinformatics (Paperback, 2012 ed.)
Loot Price: R2,798
Discovery Miles 27 980
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Bayesian Methods in Structural Bioinformatics (Paperback, 2012 ed.)
Series: Statistics for Biology and Health
Expected to ship within 10 - 15 working days
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This book is an edited volume, the goal of which is to provide an
overview of the current state-of-the-art in statistical methods
applied to problems in structural bioinformatics (and in particular
protein structure prediction, simulation, experimental structure
determination and analysis). It focuses on statistical methods that
have a clear interpretation in the framework of statistical
physics, rather than ad hoc, black box methods based on neural
networks or support vector machines. In addition, the emphasis is
on methods that deal with biomolecular structure in atomic detail.
The book is highly accessible, and only assumes background
knowledge on protein structure, with a minimum of mathematical
knowledge. Therefore, the book includes introductory chapters that
contain a solid introduction to key topics such as Bayesian
statistics and concepts in machine learning and statistical
physics.
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