Confidence in causal discovery with linear causal models

David Strieder, Tobias Freidling, Stefan Haffner, Mathias Drton

Abstract: Structural causal models postulate noisy functional relations among a set of interacting variables. The causal structure underlying each such model is naturally represented by a directed graph whos...