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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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02/13/2023
A Cautionary Note on Doubly Robust Estimators Involving Continuous-time Structure
Nowadays, more literature estimates their parameters of interest relying...
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08/15/2022
Proximal Identification and Estimation to Handle Dependent Right Censoring for Survival Analysis
Modern epidemiological and clinical studies aim at analyzing a time-to-e...
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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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06/25/2022
Causal Inference for Complex Continuous-Time Longitudinal Studies
The existing causal inference frameworks for identifying causal effects ...
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04/27/2022
Structural Cumulative Survival Models for Robust Estimation of Treatment Effects Accounting for Treatment Switching in Randomized Experiments
We propose an instrumental variable estimator to estimate the treatment ...
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04/27/2022
Proximal Causal Inference for Marginal Counterfactual Survival Curves
Contrasting marginal counterfactual survival curves across treatment arm...
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09/15/2021
Proximal Causal Inference for Complex Longitudinal Studies
A standard assumption for causal inference about the joint effects of ti...
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04/07/2021
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals
A moment function is called doubly robust if it is comprised of two nuis...
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03/22/2021
A New Causal Approach to Account for Treatment Switching in Randomized Experiments under a Structural Cumulative Survival Model
Treatment switching in a randomized controlled trial is said to occur wh...
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09/23/2020
An Introduction to Proximal Causal Learning
A standard assumption for causal inference from observational data is th...
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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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10/04/2019
On the Asymptotic Distribution of the Scan Statistic for Point Clouds
We derive the large-sample distribution of several variants of the scan ...
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08/02/2018
A Scan Procedure for Multiple Testing
In a multiple testing framework, we propose a method that identifies the...
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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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02/23/2018
