13 citations · 23 across the 15 of their papers we have counts for
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stat.ME2022★ 6 cited
Doubly Robust Estimation under Covariate-Induced Dependent Left Truncation
Yuyao Wang, Andrew Ying, Ronghui Xu
In prevalent cohort studies with follow-up, the time-to-event outcome is subject to left truncation leading to selection bias. For estimation of the distribution of time-to-event,…
stat.ME2022
Doubly Robust Inference for Hazard Ratio under Informative Censoring with Machine Learning
Jiyu Luo, Ronghui Xu
Randomized clinical trials with time-to-event outcomes have traditionally used the log-rank test followed by the Cox proportional hazards (PH) model to estimate the hazard ratio be…
stat.ME2022★ 1 cited
Marginal Structural Illness-Death Models for Semi-Competing Risks Data
Yiran Zhang, Andrew Ying, Steve Edland +2
The three state illness death model has been established as a general approach for regression analysis of semi competing risks data. For observational data the marginal structural…