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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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Publicat a:Springerplus
Autors principals: Furqan, Mohammad Shaheryar, Siyal, Mohammad Yakoob
Format: Artigo
Idioma:Inglês
Publicat: Springer International Publishing 2016
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC4844585/
https://ncbi.nlm.nih.gov/pubmed/27186478
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40064-016-2156-y
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