DETECTION OF DIRECT CAUSAL EFFECTS AND APPLICATION TO EPILEPTIC ELECTROENCEPHALOGRAM ANALYSIS

DOI10.1142/S0218127412502227zbMath1258.94030OpenAlexW2107512013MaRDI QIDQ4907090

Angeliki Papana, Pål G. Larsson, Dimitris Kugiumtzis

Publication date: 1 March 2013

Published in: International Journal of Bifurcation and Chaos (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0218127412502227

zbMATH Keywords

time seriesGranger causalitytransfer entropyinformation flowdirect coherence

Mathematics Subject Classification ID

Biomedical imaging and signal processing (92C55) Detection theory in information and communication theory (94A13) Time series analysis of dynamical systems (37M10)

Related Items (5)

Simulation study of direct causality measures in multivariate time series ⋮ Two stage approach to functional network reconstruction for binary time-series ⋮ Shortcomings of Transfer Entropy and Partial Transfer Entropy: Extending Them to Escape the Curse of Dimensionality ⋮ A Nonparametric Causality Test: Detection of Direct Causal Effects in Multivariate Systems Using Corrected Partial Transfer Entropy ⋮ Detecting direct causality in multivariate time series: a comparative study

Cites Work

• Partial directed coherence: a new concept in neural structure determination
• Linear and nonlinear causality between signals: methods, examples and neurophysiological applications
• Handbook of Time Series Analysis
• EVALUATION OF MUTUAL INFORMATION ESTIMATORS FOR TIME SERIES

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