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Elena Stanghellini, Marco Doretti, Taiki Tezuka, A note on “Simple graphical rules to assess selection bias in general-population and selected-sample treatment effects” by M. B. Mathur and I. Shpitser, American Journal of Epidemiology, Volume 194, Issue 3, March 2025, Pages 562–564, https://doi.org/10.1093/aje/kwae337
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Abstract
This short note is a commentary on a 2024 article by Mathur and Shpitser in the Journal, with the aim to enlarge the class of graphs for which the conditional average treatment effect is nonparametrically identified, by allowing the outcome to be on the pathway between the treatment and the selection indicator. A first straightforward generalization is possible when (1) the outcome