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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, 2011
Directed 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
openaire   +2 more sources

Granger Causality Analysis of Human Cell-Cycle Gene Expression Profiles

Statistical Applications in Genetics and Molecular Biology, 2010
Granger 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
openaire   +2 more sources

Determinants of Economic Growth: A Granger Causality Analysis

The Journal of Developing Areas
ABSTRACT: 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
openaire   +1 more source

Local and systemic mechanisms linking periodontal disease and inflammatory comorbidities

Nature Reviews Immunology, 2021
George Hajishengallis   +1 more
exaly  

Granger Causality Analysis in Irregular Time Series

Proceedings of the 2012 SIAM International Conference on Data Mining, 2012
Mohammad Taha Bahadori, Yan Liu
openaire   +1 more source

Causality-based Feature Selection

ACM Computing Surveys, 2021
Kui Yu, Xianjie Guo, Lin Liu
exaly  

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