Yingli Qin

activity

20102018

most citedA two-sample test for high-dimensional data with applications to gene-set testing

596 citations · 617 across the 4 of their papers we have counts for

collaborators

Showing math.STShow all

2 papers · 1 filter

math.ST2013★ 17 cited

Convergence rates of eigenvector empirical spectral distribution of large dimensional sample covariance matrix

Ningning Xia, Yingli Qin, Zhidong Bai

The eigenvector Empirical Spectral Distribution (VESD) is adopted to investigate the limiting behavior of eigenvectors and eigenvalues of covariance matrices. In this paper, we sha…

math.ST2010★ 596 cited

A two-sample test for high-dimensional data with applications to gene-set testing

Song Xi Chen, Ying-Li Qin

We propose a two-sample test for the means of high-dimensional data when the data dimension is much larger than the sample size. Hotelling's classical $T^{2}$ test does not work for…