Causal Mechanism-based Model Construction

Tsai-Ching Lu, Marek J. Druzdzel, Tze-Yun Leong

We propose a framework for building graphical causal model that is based on the concept of causal mechanisms. Causal models are intuitive for human users and, more importantly, sup…