Robust Bayesian Estimation of EEG-Based Brain Causality Networks - Liu, Ke; Lai, Qin; Li, Peiyang; Yu, Zhuliang; Xiao, Bin; Guan, Cuntai; Wu, Wei (IEEE transactions on biomedical engineering, 2023)
Keywords: Accuracy; Analytical models; Bayes methods; Bayes Theorem; Bayesian analysis; Brain; Brain causal network; Brain modeling; Causality; Causality analysis (CA); Data analysis; EEG; Electroencephalography; Electroencephalography (EEG); Electroencephalography - methods; Estimation; Head movement; Hemispheric laterality; Mathematical models; Mental task performance; Multivariate autoregression (MVAR); Networks; Normal Distribution; Outliers (statistics); Parameter estimation; Parameter robustness; Robustness (mathematics); Statistical analysis; Statistical inference; Time series analysis; Variational inference; Windows (intervals)