Causal Inference on Process Graphs, Part I: The Structural Equation Process Representation

Nicolas-Domenic Reiter, Andreas Gerhardus, Jonas Wahl +1

When dealing with time series data, causal inference methods often employ structural vector autoregressive (SVAR) processes to model time-evolving random systems. In this work, we…