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stat.ME2025
Adaptive Proximal Causal Inference with Some Invalid Proxies
Prabrisha Rakshit, Xu Shi, Eric Tchetgen Tchetgen
Proximal causal inference (PCI) is a recently proposed framework to identify and estimate the causal effect of an exposure on an outcome in the presence of hidden confounders, usin…
stat.ME2025
Fortified Proximal Causal Inference with Many Invalid Proxies
Myeonghun Yu, Xu Shi, Eric J. Tchetgen Tchetgen
Causal inference from observational data often relies on the assumption of no unmeasured confounding, an assumption frequently violated in practice due to unobserved or poorly meas…