Constraint-based causal discovery with tiered background knowledge and latent variables in single or overlapping datasets

Christine W. Bang, Vanessa Didelez

In this paper we consider the use of tiered background knowledge within constraint based causal discovery. Our focus is on settings relaxing causal sufficiency, i.e. allowing for l…