Identifying Causal Effects With Proxy Variables of an Unmeasured Confounder

Wang Miao, Zhi Geng, Eric Tchetgen Tchetgen

We consider a causal effect that is confounded by an unobserved variable, but with observed proxy variables of the confounder. We show that, with at least two independent proxy var…