them. We define the cost of an observable adjustment set as the sum of the costs of the variables that comprise it. We show … original causal graph. We show that a minimum cost optimal adjustment set can be found by computing a maximum flow on the … treatment rule. We assume a non-parametric causal graphical model with, possibly, hidden variables and at least one adjustment …