Fundamental Limits and Optimal Methods for Sharp Analytical Causal Bounds in Instrumental Variable Models

Arefe Boushehrian, Mohammad Reza Badri, Sina Akbari +1

Bounding causal effects analytically, rather than numerically, is appealing for its interpretability and conceptual clarity. Existing sharp methods rely on optimization-based appro…