1 citations · 2 across the 2 of their papers we have counts for
3 papers
stat.ME2025
Two-Phase Treatment with Noncompliance: Identifying the Cumulative Average Treatment Effect via Multisite Instrumental Variables
Guanglei Hong, Xu Qin, Zhengyan Xu +1
When evaluating a two-phase intervention, the cumulative average treatment effect (ATE) is often the primary causal estimand of interest. However, some individuals who do not respo…
stat.ME2021★ 1 cited
Post-Treatment Confounding in Causal Mediation Studies: A Cutting-Edge Problem and A Novel Solution via Sensitivity Analysis
Guanglei Hong, Fan Yang, Xu Qin
In causal mediation studies that decompose an average treatment effect into a natural indirect effect (NIE) and a natural direct effect (NDE), examples of post-treatment confoundin…
stat.ME2020★ 1 cited
Estimation and Sensitivity Analysis for Causal Decomposition in Heath Disparity Research
Soojin Park, Chioun Lee, Xu Qin
In the field of disparities research, there has been growing interest in developing a counterfactual-based decomposition analysis to identify underlying mediating mechanisms that h…