Causal Discovery in Linear Structural Causal Models with Deterministic Relations

Yuqin Yang, Mohamed S. Nafea, AmirEmad Ghassami, Negar Kiyavash

Abstract: Linear structural causal models (SCMs)– in which each observed variable is generated by a subset of the other observed variables as well as a subset of the exogenous sources– are pervasive in causa...