On the graph-theoretical interpretation of Pearson correlations in a multivariate process and a novel partial correlation measure

Jakob Runge

The dependencies of the lagged (Pearson) correlation function on the coefficients of multivariate autoregressive models are interpreted in the framework of time series graphs. Time…