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A Bayesian method for detecting pairwise associations in compositional data

Compositional data consist of vectors of proportions normalized to a constant sum from a basis of unobserved counts. The sum constraint makes inference on correlations between unconstrained features challenging due to the information loss from normalization. However, such correlations are of long-st...

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Detalles Bibliográficos
Autores principales: Schwager, Emma, Mallick, Himel, Ventz, Steffen, Huttenhower, Curtis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5706738/
https://www.ncbi.nlm.nih.gov/pubmed/29140991
http://dx.doi.org/10.1371/journal.pcbi.1005852