32 citations · 155 across the 38 of their papers we have counts for
5 papers · 1 filter
A General Framework for Multiple Testing via E-value Aggregation and Data-Dependent Weighting
Guanxun Li, Xianyang Zhang
Motivated by recent findings in Li and Zhang (2025), which established an equivalence between certain p-value-based multiple testing procedures and the e-Benjamini-Hochberg procedu…
Batch effect correction with sample remeasurement in highly confounded case-control studies
Hanxuan Ye, Xianyang Zhang, Chen Wang +2
Batch effects are pervasive in biomedical studies. One approach to address the batch effects is repeatedly measuring a subset of samples in each batch. These remeasured samples are…
Joint Mirror Procedure: Controlling False Discovery Rate for Identifying Simultaneous Signals
Linsui Deng, Kejun He, Xianyang Zhang
In many applications, the process of identifying a specific feature of interest often involves testing multiple hypotheses for their joint statistical significance. Examples includ…
Adaptive Testing for Alphas in High-dimensional Factor Pricing Models
Qiang Xia, Xianyang Zhang
This paper proposes a new procedure to validate the multi-factor pricing theory by testing the presence of alpha in linear factor pricing models with a large number of assets. Beca…
High Dimensional Analysis of Variance in Multivariate Linear Regression
Zhipeng Lou, Xianyang Zhang, Wei Biao Wu
In this paper, we develop a systematic theory for high dimensional analysis of variance in multivariate linear regression, where the dimension and the number of coefficients can bo…