research
∙
08/23/2023
Leverage classifier: Another look at support vector machine
Support vector machine (SVM) is a popular classifier known for accuracy,...
share
research
∙
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...
research
∙
06/29/2023
Zipper: Addressing degeneracy in algorithm-agnostic inference
The widespread use of black box prediction methods has sparked an increa...
research
∙
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...
research
∙
01/02/2023
Selective Conformal Inference with FCR Control
Conformal inference is a popular tool for constructing prediction interv...
research
∙
10/22/2022
Model-free variable selection in sufficient dimension reduction via FDR control
Simultaneously identifying contributory variables and controlling the fa...
research
∙
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...
research
∙
11/02/2021
Dynamic statistical inference in massive datastreams
Modern technological advances have expanded the scope of applications re...
research
∙
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...
research
∙
02/27/2020
