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09/04/2023
Gaussian and Bootstrap Approximations for Suprema of Empirical Processes
In this paper we develop non-asymptotic Gaussian approximation results f...
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09/03/2023
A Bootstrap Hypothesis Test for High-Dimensional Mean Vectors
This paper is concerned with testing global null hypotheses about popula...
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02/02/2021
Inference on Heterogeneous Quantile Treatment Effects via Rank-Score Balancing
Understanding treatment effect heterogeneity in observational studies is...
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06/23/2020
Bootstrapping ℓ_p-Statistics in High Dimensions
This paper considers a new bootstrap procedure to estimate the distribut...
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02/02/2018
On the Predictive Risk in Misspecified Quantile Regression
In the present paper we investigate the predictive risk of possibly miss...
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11/10/2017