The Graphical Identification for Total Effects by using Surrogate Variables

Manabu Kuroki, Zhihong Cai, Hiroki Motogaito

Consider the case where cause-effect relationships between variables can be described as a directed acyclic graph and the corresponding linear structural equation model. This paper…