Read e-book online Bayesian Methods in Structural Bioinformatics (Statistics PDF

By Thomas Hamelryck,Kanti Mardia,Jesper Ferkinghoff-Borg

This booklet is an edited quantity, the aim of that's to supply an summary of the present cutting-edge in statistical equipment utilized to difficulties in structural bioinformatics (and particularly protein constitution prediction, simulation, experimental constitution choice and analysis). It specializes in statistical equipment that experience a transparent interpretation within the framework of statistical physics, instead of advert hoc, black field equipment in line with neural networks or aid vector machines. additionally, the emphasis is on equipment that care for biomolecular constitution in atomic element. The e-book is extremely available, and simply assumes heritage wisdom on protein constitution, with not less than mathematical wisdom. consequently, the ebook comprises introductory chapters that comprise a superb advent to key issues comparable to Bayesian records and ideas in laptop studying and statistical physics.

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Bayesian Methods in Structural Bioinformatics (Statistics for Biology and Health) by Thomas Hamelryck,Kanti Mardia,Jesper Ferkinghoff-Borg

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