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09/03/2023
Diagnosing the role of observable distribution shift in scientific replications
Many researchers have identified distribution shift as a likely contribu...
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04/27/2022
On randomization inference after inexact Mahalanobis matching
In observational causal inference, matched-pairs studies are often analy...
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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
Sharp Sensitivity Analysis for Inverse Propensity Weighting via Quantile Balancing
Inverse propensity weighting (IPW) is a popular method for estimating tr...
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04/24/2020