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News/Proximal Balancing for Causal Effect Estimation under Unmeasured Confounding
arxiv
PublishedOctober 22, 2026 at 4:00 AM

Proximal Balancing for Causal Effect Estimation under Unmeasured Confounding

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Publisher summary· verbatim

arXiv:2609.40051v2 Announce Type: replace-cross Abstract: Estimating causal effects from observational data is central to science and policy, but the effects are not identified when confounders are unmeasured. Proximal causal inference addresses this problem with proxies of the unmeasured confounder

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