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Gaussian process regression bootstrapping: exploring the effects of uncertainty in time course data

Motivation: Although widely accepted that high-throughput biological data are typically highly noisy, the effects that this uncertainty has upon the conclusions we draw from these data are often overlooked. However, in order to assign any degree of confidence to our conclusions, we must quantify the...

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Sonraí Bibleagrafaíochta
Main Authors: Kirk, Paul D. W., Stumpf, Michael P. H.
Formáid: Artigo
Teanga:Inglês
Foilsithe: Oxford University Press 2009
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC2677737/
https://ncbi.nlm.nih.gov/pubmed/19289448
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btp139
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