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Inference of biological networks using Bi-directional Random Forest Granger causality

The standard ordinary least squares based Granger causality is one of the widely used methods for detecting causal interactions between time series data. However, recent developments in technology limit the utilization of some existing implementations due to the availability of high dimensional data...

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Detalles Bibliográficos
Autores principales: Furqan, Mohammad Shaheryar, Siyal, Mohammad Yakoob
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4844585/
https://www.ncbi.nlm.nih.gov/pubmed/27186478
http://dx.doi.org/10.1186/s40064-016-2156-y