Testing for large-dimensional covariance matrix under differential privacy

Shiwei Sang, Yicheng Zeng, Xuehu Zhu +1

The increasing prevalence of high-dimensional data across various applications has raised significant privacy concerns in statistical inference. In this paper, we propose a differe…