131 citations · 134 across the 2 of their papers we have counts for
2 papers
stat.ME2019★ 3 cited
Propensity score matching for estimating a marginal hazard ratio
Tongrong Wang, Honghe Zhao, Shu Yang +4
Propensity score matching is commonly used to draw causal inference from observational survival data. However, its asymptotic properties have yet to be established, and variance es…
stat.ME2015★ 131 cited
Propensity Score Matching and Subclassification in Observational Studies with Multi-level Treatments
Shu Yang, Guido W. Imbens, Zhanglin Cui +2
In this paper, we develop new methods for estimating average treatment effects in observational studies, focusing on settings with more than two treatment levels under unconfounded…