Foundations of Structural Causal Models with Latent Selection

Leihao Chen, Onno Zoeter, Joris M. Mooij

Three distinct phenomena complicate statistical causal analysis: latent common causes, causal cycles, and latent selection. Foundational works on Structural Causal Models (SCMs), e…