Inference about ATE from Observational Studies with Continuous Outcome and Unmeasured Confounding

Tao Liu, Joseph W. Hogan

For settings with a binary treatment and a binary outcome, instrumental variables can be used to construct bounds on a causal treatment effect. With continuous outcomes, meaningful…