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01/09/2023
Statistical Inference for Ultrahigh Dimensional Location Parameter Based on Spatial Median
Motivated by the widely used geometric median-of-means estimator in mach...
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09/01/2022
Extreme Continuous Treatment Effects: Measures, Estimation and Inference
This paper concerns estimation and inference for treatment effects in de...
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01/18/2022
Nonparametric Feature Selection by Random Forests and Deep Neural Networks
Random forests are a widely used machine learning algorithm, but their c...
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01/07/2019
Bootstrap inference for the finite population total under complex sampling designs
Bootstrap is a useful tool for making statistical inference, but it may ...
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06/18/2018
Variable Importance Assessments and Backward Variable Selection for High-Dimensional Data
Variable selection in high-dimensional scenarios is of great interested ...
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05/29/2018