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02/10/2023
Multicategory Matched Learning for Estimating Optimal Individualized Treatment Rules in Observational Studies with Application to a Hepatocellular Carcinoma Study
One primary goal of precision medicine is to estimate the individualized...
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04/28/2022
Mahalanobis balancing: a multivariate perspective on approximate covariate balancing
In the past decade, various exact balancing-based weighting methods were...
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01/10/2021
Kernel-Distance-Based Covariate Balancing
A common concern in observational studies focuses on properly evaluating...
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10/05/2020
Empirical Likelihood Inference in Randomized Controlled Trials with High-Dimensional Covariates
In this paper, we propose a data-adaptive empirical likelihood approach ...
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08/29/2020