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09/12/2023
Sensitivity Analysis for Linear Estimands
We propose a novel sensitivity analysis framework for linear estimands w...
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04/20/2023
B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding
Estimating heterogeneous treatment effects from observational data is a ...
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12/21/2021
Doubly-Valid/Doubly-Sharp Sensitivity Analysis for Causal Inference with Unmeasured Confounding
We study the problem of constructing bounds on the average treatment eff...
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02/08/2021