Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components

Philipp Geiger, Kun Zhang, Mingming Gong +2

A widely applied approach to causal inference from a non-experimental time series $X$, often referred to as "(linear) Granger causal analysis", is to regress present on past and in…