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07/22/2023
On Defense of the Hazard Ratio
There has been debate on whether the hazard function should be used for ...
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08/14/2022
Doubly Robust Estimation under Covariate-induced Dependent Left Truncation
In prevalent cohort studies with follow-up, the time-to-event outcome is...
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06/06/2022
Doubly Robust Inference for Hazard Ratio under Informative Censoring with Machine Learning
Randomized clinical trials with time-to-event outcomes have traditionall...
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04/21/2022
Marginal Structural Illness-Death Models for Semi-Competing Risks Data
The three-state illness death model has been established as a general ap...
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12/17/2021
Doubly Robust Estimation of the Hazard Difference for Competing Risks Data
We consider the conditional treatment effect for competing risks data in...
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04/18/2020
Causal Effects of Prenatal Drug Exposure on Birth Defects with Missing by Terathanasia
We investigate the causal effects of drug exposure on birth defects, mot...
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03/20/2020
Explained Variation under the Additive Hazards Model
We study explained variation under the additive hazards regression model...
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08/05/2019
Sensitivity Analysis of Treatment Effect to Unmeasured Confounding in Observational Studies with Survival and Competing Risks Outcomes
No unmeasured confounding is often assumed in estimating treatment effec...
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06/29/2019
Estimating Treatment Effect under Additive Hazards Models with High-dimensional Covariates
Estimating causal effects for survival outcomes in the high-dimensional ...
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05/21/2018
Two-Stage Residual Inclusion under the Additive Hazards Model - An Instrumental Variable Approach with Application to SEER-Medicare Linked Data
Instrumental variable is an essential tool for addressing unmeasured con...
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07/29/2017