Edge-indexed network time series with graph Ornstein-Uhlenbeck dynamics

Jiaming Chen, Almut E. D. Veraart

We introduce a class of Lévy-driven graph Ornstein-Uhlenbeck (grOU) models for edge-indexed network time series. The proposed framework extends generalized network autoregressive…