Granger Causality in Multi-variate Time Series using a Time Ordered Restricted Vector Autoregressive Model

Elsa Siggiridou, Dimitris Kugiumtzis

Granger causality has been used for the investigation of the inter-dependence structure of the underlying systems of multi-variate time series. In particular, the direct causal eff…