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09/14/2023
Flexible Functional Treatment Effect Estimation
We study treatment effect estimation with functional treatments where th...
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03/20/2023
An Effective Multivariate Normality Test via Hessians of Empirical Cumulant Generating Functions
In this article, we propose a new class of consistent tests for p-variat...
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11/23/2022
Nonparametric Likelihood Ratio Test for Univariate Shape-constrained Densities
We provide a comprehensive study of a nonparametric likelihood ratio tes...
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10/12/2021
Data Harmonization Via Regularized Nonparametric Mixing Distribution Estimation
Data harmonization is the process by which an equivalence is developed b...
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06/09/2021
Matrix Completion with Model-free Weighting
In this paper, we propose a novel method for matrix completion under gen...
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03/05/2021
Estimation of Partially Conditional Average Treatment Effect by Hybrid Kernel-covariate Balancing
We study nonparametric estimation for the partially conditional average ...
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09/30/2020
Defining and Estimating Subgroup Mediation Effects with Semi-Competing Risks Data
In many medical studies, an ultimate failure event such as death is like...
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07/03/2018