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Multivariate Analysis of Data Sets with Missing Values: An Information Theory-Based Reliability Function

Missing values in complex biological data sets have significant impacts on our ability to correctly detect and quantify interactions in biological systems and to infer relationships accurately. In this article, we propose a useful metaphor to show that information theory measures, such as mutual inf...

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Foilsithe in:J Comput Biol
Main Authors: Uechi, Lisa, Galas, David J., Sakhanenko, Nikita A.
Formáid: Artigo
Teanga:Inglês
Foilsithe: Mary Ann Liebert, Inc., publishers 2019
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6383577/
https://ncbi.nlm.nih.gov/pubmed/30495984
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1089/cmb.2018.0179
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