2 papers
stat.ME2023
Doubly Robust Estimation under Possibly Misspecified Marginal Structural Cox Model
Jiyu Luo, Denise Rava, Jelena Bradic +1
In this paper we address the challenges posed by non-proportional hazards and informative censoring, offering a path toward more meaningful causal inference conclusions. We start f…
stat.AP2021
Doubly Robust Estimation of the Hazard Difference for Competing Risks Data
Denise Rava, Ronghui Xu
We consider the conditional treatment effect for competing risks data in observational studies. While it is described as a constant difference between the hazard functions given th…