Qiqi Xian

Estimating Directed Spectral Information Flow between Multi-Resolution Time Series

Identifying directed information flow or Granger causality between multivariate time series is important for a wide range of applications in science and engineering. However, traditional data-driven approaches are insufficient to assess Granger causality between multimodal data with distinct tempora…