A causal interactions indicator between two time series using extreme variations in the first eigenvalue of lagged correlation matrices

Alejandro Rodriguez Dominguez, Om Hari Yadav

This paper presents a method to identify causal interactions between two time series. The largest eigenvalue follows a Tracy-Widom distribution, derived from a Coulomb gas model. T…