2 papers
stat.ME2025
High-Dimensional Hettmansperger-Randles Estimator and its Applications
Guowei Yan, Long Feng, Xiaoxu Zhang
The classic Hettmansperger-Randles Estimator has found extensive use in robust statistical inference. However, it cannot be directly applied to high-dimensional data. In this paper…
stat.ME2025
Inverse Norm Weighted Maxsum Test for High Dimensional Location Parameters
Guowei Yan, Ping Zhao, Long Feng
In the context of high-dimensional data, we investigate the one-sample location testing problem. We introduce a max-type test based on the weighted spatial sign, which exhibits exc…