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11/28/2022
Distribution-free joint independence testing and robust independent component analysis using optimal transport
In this paper we study the problem of measuring and testing joint indepe...
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11/27/2022
Reconciling model-X and doubly robust approaches to conditional independence testing
Model-X approaches to testing conditional independence between a predict...
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03/31/2022
Estimation and inference for high-dimensional nonparametric additive instrumental-variables regression
The method of instrumental variables provides a fundamental and practica...
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06/22/2021