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Granger causality vs. dynamic Bayesian network inference: a comparative study

BACKGROUND: In computational biology, one often faces the problem of deriving the causal relationship among different elements such as genes, proteins, metabolites, neurons and so on, based upon multi-dimensional temporal data. Currently, there are two common approaches used to explore the network s...

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Bibliografiske detaljer
Main Authors: Zou, Cunlu, Feng, Jianfeng
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2009
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC2691740/
https://ncbi.nlm.nih.gov/pubmed/19393071
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-10-122
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