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A Bayesian measure of association that utilizes the underlying distributions of noise and information

We propose a new approach, Bayesian Probability of Association (BPA) which takes into account the probability distributions of information and noise in the variables and uses Bayesian statistics to predict associations better than existing approaches. Our approach overcomes the limitations of linear...

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Detalles Bibliográficos
Autores principales: Goel, Ishan, Khurana, Sukant
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6097650/
https://www.ncbi.nlm.nih.gov/pubmed/30118488
http://dx.doi.org/10.1371/journal.pone.0201185