Structural Causal Discovery and Predictive Sufficiency in High-Dimensional Dynamical Systems

Abd AlRahman R. AlMomani, Curtis N. James, Christopher C. Hennon +1

High-dimensional environmental systems contain variables that may be predictive, causally informative, physically coupled, or redundant, and these roles need not coincide. We study…