Bootstrap aggregation and confidence measures to improve time series causal discovery

Kevin Debeire, Jakob Runge, Andreas Gerhardus +1

Learning causal graphs from multivariate time series is a ubiquitous challenge in all application domains dealing with time-dependent systems, such as in Earth sciences, biology, o…