To help us choose a sufficient model order both Bayesian and Akaike information criterion was used. We ended up with a model order of 3. As shown in Fig. \ref{granger}, showcasing the spectral Granger causality estimation, the time-series 2 seems to drive the series 1 at 40 Hz in comparison to scenario where time-series 1 were to drive the time-series 2.