Causal Vector Autoregression Enhanced with Covariance and Order Selection

Marianna Bolla, Dongze Ye, Haoyu Wang +6

A causal vector autoregressive (CVAR) model is introduced for weakly stationary multivariate processes, combining a recursive directed graphical model for the contemporaneous compo…