Bounds on the conditional and average treatment effect with unobserved confounding factors

Steve Yadlowsky, Hongseok Namkoong, Sanjay Basu +2

For observational studies, we study the sensitivity of causal inference when treatment assignments may depend on unobserved confounders. We develop a loss minimization approach for…