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Statistical threshold for nonlinear Granger Causality in motor intention analysis
2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011Directed influence between multiple channel signal measurements is important for the understanding of large dynamic systems. This research investigates a method to analyze large, complex multi-variable systems using directional flow measure to extract relevant information related to the functional connectivity between different units in the system. The
MengTing, Liu +2 more
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Granger Causality Analysis of Human Cell-Cycle Gene Expression Profiles
Statistical Applications in Genetics and Molecular Biology, 2010Granger causality (GC) tests are ideally suited to investigate time series data generated by bivariate vector autoregressive (VAR) processes. Recent studies have applied GC analysis and its extensions for modeling functional relationships and network structure from temporal gene expression profiles.
Radhakrishnan, Nagarajan +1 more
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Environmental science and pollution research international, 2020
Burak Pirgaip, Burcu Dinçergök
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Burak Pirgaip, Burcu Dinçergök
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Determinants of Economic Growth: A Granger Causality Analysis
The Journal of Developing AreasABSTRACT: Countries devote a lot of time and effort to develop economically, but they nevertheless struggle to attain that growth consistently. Research into economic growth should have provided some guidance as to which actions these countries should adopt, but multiple studies using different methods and datasets generally have led to an array of ...
Prathibha Joshi, Kris Aaron Beck
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IEEE Transactions on Automation Science and Engineering
Liang Ma, Mengwei Wang, Kai-xiang Peng
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Liang Ma, Mengwei Wang, Kai-xiang Peng
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Local and systemic mechanisms linking periodontal disease and inflammatory comorbidities
Nature Reviews Immunology, 2021George Hajishengallis +1 more
exaly
Granger Causality Analysis in Irregular Time Series
Proceedings of the 2012 SIAM International Conference on Data Mining, 2012Mohammad Taha Bahadori, Yan Liu
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