Adjustment Criteria in Causal Diagrams: An Algorithmic Perspective

Johannes Textor, Maciej Liskiewicz

Identifying and controlling bias is a key problem in empirical sciences. Causal diagram theory provides graphical criteria for deciding whether and how causal effects can be identi…