Data Generating Process to Evaluate Causal Discovery Techniques for Time Series Data

Andrew R. Lawrence, Marcus Kaiser, Rui Sampaio +1

Going beyond correlations, the understanding and identification of causal relationships in observational time series, an important subfield of Causal Discovery, poses a major chall…