Information-Theoretic Causal Bounds under Unmeasured Confounding

Yonghan Jung, Bogyeong Kang

We develop a data-driven information-theoretic framework for sharp partial identification of causal effects under unmeasured confounding. Existing approaches often rely on restrict…