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

By Thomas Hamelryck,Kanti Mardia,Jesper Ferkinghoff-Borg

This publication is an edited quantity, the objective of that is to supply an summary of the present state of the art 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 keeping with neural networks or aid vector machines. furthermore, the emphasis is on tools that care for biomolecular constitution in atomic element. The ebook is very available, and purely assumes history wisdom on protein constitution, with not less than mathematical wisdom. for this reason, the publication contains introductory chapters that include a superior creation to key themes reminiscent of Bayesian facts and ideas in computing device studying and statistical physics.

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