4 citations · 4 across the 3 of their papers we have counts for
3 papers
stat.ME2025
High-dimensional inference for single-index model with latent factors
Yanmei Shi, Meiling Hao, Yanlin Tang +2
Models with latent factors recently attract a lot of attention. However, most investigations focus on linear regression models and thus cannot capture nonlinearity. To address this…
stat.ME2022★ 4 cited
Model-free controlled variable selection via data splitting
Yixin Han, Xu Guo, Changliang Zou
Addressing the simultaneous identification of contributory variables while controlling the false discovery rate (FDR) in high-dimensional data is a crucial statistical challenge. I…
stat.ME2022
Model-Free Statistical Inference on High-Dimensional Data
Xu Guo, Runze Li, Zhe Zhang +1
This paper aims to develop an effective model-free inference procedure for high-dimensional data. We first reformulate the hypothesis testing problem via sufficient dimension reduc…