Download PDF by Thomas Hamelryck,Kanti Mardia,Jesper Ferkinghoff-Borg: Bayesian Methods in Structural Bioinformatics (Statistics

By Thomas Hamelryck,Kanti Mardia,Jesper Ferkinghoff-Borg

This e-book is an edited quantity, the target of that is to supply an outline of the present cutting-edge in statistical tools utilized to difficulties in structural bioinformatics (and specifically protein constitution prediction, simulation, experimental constitution selection and analysis). It makes a speciality of statistical tools that experience a transparent interpretation within the framework of statistical physics, instead of advert hoc, black field equipment according to neural networks or aid vector machines. furthermore, the emphasis is on tools that care for biomolecular constitution in atomic aspect. The booklet is extremely obtainable, and in simple terms assumes historical past wisdom on protein constitution, with at the very least mathematical wisdom. for that reason, the booklet comprises introductory chapters that include a high-quality creation to key issues equivalent to Bayesian information and ideas in computing device 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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