3 citations · 4 across the 3 of their papers we have counts for
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stat.ME2023★ 3 cited
Nonparametric Causal Decomposition of Group Disparities
Ang Yu, Felix Elwert
We introduce a new nonparametric causal decomposition approach that identifies the mechanisms by which a treatment variable contributes to a group-based outcome disparity. Our appr…
stat.ME2021
Estimating Sibling Spillover Effects with Unobserved Confounding Using Gain-Scores
David C. Mallinson, Felix Elwert
A growing area of research in epidemiology is the identification of health-related sibling spillover effects, or the effect of one individual's exposure on their sibling's outcome.…