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A Novel Algorithm for the Precise Calculation of the Maximal Information Coefficient

Measuring associations is an important scientific task. A novel measurement method maximal information coefficient (MIC) was proposed to identify a broad class of associations. As foreseen by its authors, MIC implementation algorithm ApproxMaxMI is not always convergent to real MIC values. An algori...

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Detalles Bibliográficos
Autores principales: Zhang, Yi, Jia, Shili, Huang, Haiyun, Qiu, Jiqing, Zhou, Changjie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4200418/
https://www.ncbi.nlm.nih.gov/pubmed/25322794
http://dx.doi.org/10.1038/srep06662