Graphical models for inferring single molecule dynamics
BMC Bioinformatics, pp. S22010.
biophysicsmaximum likelihoodmodel selectionexpectation maximization algorithmalgorithmsMore(10+)
BACKGROUND: The recent explosion of experimental techniques in single molecule biophysics has generated a variety of novel time series data requiring equally novel computational tools for analysis and inference. This article describes in general terms how graphical modeling may be used to learn from biophysical time series data using the ...More
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