By Thomas Hamelryck,Kanti Mardia,Jesper Ferkinghoff-Borg
This publication 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 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 in line with neural networks or aid vector machines. additionally, the emphasis is on equipment that care for biomolecular constitution in atomic aspect. The e-book is very obtainable, and basically assumes history wisdom on protein constitution, with at the least mathematical wisdom. consequently, the booklet comprises introductory chapters that include a pretty good creation to key themes corresponding to Bayesian statistics 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