Fig. 1

Directed acyclic graph for the structural causal model which describes the effect of treatment X on outcome Y under the confounding variable C. UX, UY and UC denote unobservable latent variables, which determine the values of X, Y and C
Directed acyclic graph for the structural causal model which describes the effect of treatment X on outcome Y under the confounding variable C. UX, UY and UC denote unobservable latent variables, which determine the values of X, Y and C