Get Bayesian Methods in Structural Bioinformatics (Statistics PDF

By Thomas Hamelryck,Kanti Mardia,Jesper Ferkinghoff-Borg

This ebook is an edited quantity, the objective of that's to supply an summary of the present cutting-edge in statistical tools utilized to difficulties in structural bioinformatics (and particularly protein constitution prediction, simulation, experimental constitution decision and analysis). It specializes in statistical tools that experience a transparent interpretation within the framework of statistical physics, instead of advert hoc, black field tools in line with neural networks or help vector machines. additionally, the emphasis is on tools that take care of biomolecular constitution in atomic element. The publication is very obtainable, and merely assumes heritage wisdom on protein constitution, with at least mathematical wisdom. as a result, the e-book comprises introductory chapters that comprise an excellent creation to key subject matters resembling Bayesian information 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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