Numair Sani

Identification and Estimation of Causal Effects Defined by Shift Interventions

Causal inference quantifies cause effect relationships by means of counterfactual responses had some variable been artificially set to a constant. A more refined notion of manipulation, where a variable is artificially set to a fixed function of its natural value is also of interest in particular do…