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Inferring Pairwise Interactions from Biological Data Using Maximum-Entropy Probability Models

Maximum entropy-based inference methods have been successfully used to infer direct interactions from biological datasets such as gene expression data or sequence ensembles. Here, we review undirected pairwise maximum-entropy probability models in two categories of data types, those with continuous...

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Detalles Bibliográficos
Autores principales: Stein, Richard R., Marks, Debora S., Sander, Chris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4520494/
https://www.ncbi.nlm.nih.gov/pubmed/26225866
http://dx.doi.org/10.1371/journal.pcbi.1004182