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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...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Springerplus
Hauptverfasser: Furqan, Mohammad Shaheryar, Siyal, Mohammad Yakoob
Format: Artigo
Sprache:Inglês
Veröffentlicht: Springer International Publishing 2016
Schlagworte:
Online Zugang: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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