4 citations · 4 across the 5 of their papers we have counts for
5 papers
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…
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…
DeepHazard: neural network for time-varying risks
Denise Rava, Jelena Bradic
Prognostic models in survival analysis are aimed at understanding the relationship between patients' covariates and the distribution of survival time. Traditionally, semi-parametri…
Explained Variation under the Additive Hazards Model
Denise Rava, Ronghui Xu
We study explained variation under the additive hazards regression model for right-censored data. We consider different approaches for developing such a measure, and focus on one t…