On the Representation of Pairwise Causal Background Knowledge and Its Applications in Causal Inference

Zhuangyan Fang, Ruiqi Zhao, Yue Liu +1

Pairwise causal background knowledge about the existence or absence of causal edges and paths is frequently encountered in observational studies. Such constraints allow the shared…