Selecting valid adjustment sets with uncertain causal graphs

Zhongyi Hu, Stéphanie van der Pas

Precise knowledge of causal directed acyclic graphs (DAGs) is assumed for standard approaches towards valid adjustment set selection for unbiased estimation, but in practice, the D…