Symmetry-Informed Causal Partial Identification

Uzair Akbar, Zulfiqar Zaidi, Niki Kilbertus +2

Partial identification (PI) entails estimating bounds on causal effects by encoding different assumptions on data generation as a constrained optimization problem. Such bounds can…