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08/23/2023
Leverage classifier: Another look at support vector machine
Support vector machine (SVM) is a popular classifier known for accuracy,...
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07/03/2023
Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection
We propose a general methodology Reliever for fast and reliable changepo...
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06/29/2023
Zipper: Addressing degeneracy in algorithm-agnostic inference
The widespread use of black box prediction methods has sparked an increa...
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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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01/02/2023
Selective Conformal Inference with FCR Control
Conformal inference is a popular tool for constructing prediction interv...
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10/22/2022
Model-free variable selection in sufficient dimension reduction via FDR control
Simultaneously identifying contributory variables and controlling the fa...
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12/09/2021
Multi-Kink Quantile Regression for Longitudinal Data with Application to the Progesterone Data Analysis
Motivated by investigating the relationship between progesterone and the...
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11/02/2021
Dynamic statistical inference in massive datastreams
Modern technological advances have expanded the scope of applications re...
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02/28/2020
A New Procedure for Controlling False Discovery Rate in Large-Scale t-tests
This paper is concerned with false discovery rate (FDR) control in large...
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02/27/2020