128 citations · 169 across the 5 of their papers we have counts for
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stat.ME2020★ 17 cited
Semiparametric proximal causal inference
Yifan Cui, Hongming Pu, Xu Shi +2
Skepticism about the assumption of no unmeasured confounding, also known as exchangeability, is often warranted in making causal inferences from observational data; because exchang…
stat.ME2020★ 20 cited
Estimating Optimal Treatment Rules with an Instrumental Variable: A Partial Identification Learning Approach
Hongming Pu, Bo Zhang
Individualized treatment rules (ITRs) are considered a promising recipe to deliver better policy interventions. One key ingredient in optimal ITR estimation problems is to estimate…