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07/29/2022
Tangential Wasserstein Projections
We develop a notion of projections between sets of probability measures ...
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12/08/2021
Matching for causal effects via multimarginal optimal transport
Matching on covariates is a well-established framework for estimating ca...
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08/12/2021
An Optimal Transport Approach to Causal Inference
We propose a method based on optimal transport theory for causal inferen...
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01/17/2020
Distributional synthetic controls
This article extends the method of synthetic controls to probability mea...
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10/21/2019
Bounds in continuous instrumental variable models
Partial identification approaches have seen a sharp increase in interest...
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06/25/2018