16 citations · 38 across the 7 of their papers we have counts for
3 papers · 1 filter
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…
Semiparametrically Efficient Score for the Survival Odds Ratio
Denise Rava, Jelena Bradic, Ronghui Xu
We consider a general proportional odds model for survival data under binary treatment, where the functional form of the covariates is left unspecified. We derive the efficient sco…
The Decaying Missing-at-Random Framework: Model Doubly Robust Causal Inference with Partially Labeled Data
Yuqian Zhang, Abhishek Chakrabortty, Jelena Bradic
In modern large-scale observational studies, data collection constraints often result in partially labeled datasets, posing challenges for reliable causal inference, especially due…