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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...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
में प्रकाशित:Springerplus
मुख्य लेखकों: Furqan, Mohammad Shaheryar, Siyal, Mohammad Yakoob
स्वरूप: Artigo
भाषा:Inglês
प्रकाशित: Springer International Publishing 2016
विषय:
ऑनलाइन पहुंच: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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