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07/05/2023
Differential recall bias in estimating treatment effects in observational studies
Observational studies are frequently used to estimate the effect of an e...
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05/23/2023
Covariate balancing using the integral probability metric for causal inference
Weighting methods in causal inference have been widely used to achieve a...
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02/21/2021
Accounting for recall bias in case-control studies: a causal inference approach
A case-control study is designed to help determine if an exposure is ass...
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09/18/2020
Causal Rule Ensemble: Interpretable Inference of Heterogeneous Treatment Effects
In environmental epidemiology, it is critically important to identify su...
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09/20/2019
Biased Encouragements and Heterogeneous Effects in an Instrumental Variable Study of Emergency General Surgical Outcomes
Instrumental variable (IV) studies seek to emulate randomized encouragem...
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02/19/2018
Sensitivity analyses for average treatment effects when outcome is censored by death in instrumental variable models
Two problems that arise in making causal inferences for non-mortality ou...
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02/19/2018