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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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Detalles Bibliográficos
Autores principales: Uechi, Lisa, Galas, David J., Sakhanenko, Nikita A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Mary Ann Liebert, Inc., publishers 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6383577/
https://www.ncbi.nlm.nih.gov/pubmed/30495984
http://dx.doi.org/10.1089/cmb.2018.0179