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Biological Data Analysis as an Information Theory Problem: Multivariable Dependence Measures and the Shadows Algorithm

Information theory is valuable in multiple-variable analysis for being model-free and nonparametric, and for the modest sensitivity to undersampling. We previously introduced a general approach to finding multiple dependencies that provides accurate measures of levels of dependency for subsets of va...

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Detalhes bibliográficos
Publicado no:J Comput Biol
Main Authors: Sakhanenko, Nikita A., Galas, David J.
Formato: Artigo
Idioma:Inglês
Publicado em: Mary Ann Liebert, Inc. 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4642827/
https://ncbi.nlm.nih.gov/pubmed/26335709
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1089/cmb.2015.0051
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