Foundations of Structural Causal Models with Cycles and Latent Variables

Stephan Bongers, Patrick Forré, Jonas Peters +1

Structural causal models (SCMs), also known as (nonparametric) structural equation models (SEMs), are widely used for causal modeling purposes. In particular, acyclic SCMs, also kn…