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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

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Showing 2013Show 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…

stat.ME2013★ 4 cited

Estimation of the population spectral distribution from a large dimensional sample covariance matrix

Weiming Li, Jiaqi Chen, Yingli Qin +2

This paper introduces a new method to estimate the spectral distribution of a population covariance matrix from high-dimensional data. The method is founded on a meaningful general…