Causal Inference in the presence of causally connected units: a semi-parametric hierarchical structural equation model approach

Abstract. Causal inference has become a dominant research area in both theoretical and empirical statistics. One of the main drawbacks of conventional frameworks is the assumption of no causal interactions among individuals (i.e independent units). Violation of this assumption often yields biased es...