166 citations · 585 across the 26 of their papers we have counts for
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Phase Transition and Regularized Bootstrap in Large Scale -tests with False Discovery Rate Control
Weidong Liu, Qi-Man Shao
Applying Benjamini and Hochberg (B-H) method to multiple Student's tests is a popular technique in gene selection in microarray data analysis. Because of the non-normality of t…
Self-normalized Cramér type moderate deviations for the maximum of sums
Weidong Liu, Qi-Man Shao, Qiying Wang
Let be independent random variables with zero means and finite variances, and let and . A Cramér type moderate deviatio…
Gaussian Graphical Model Estimation with False Discovery Rate Control
Weidong Liu
This paper studies the estimation of high dimensional Gaussian graphical model (GGM). Typically, the existing methods depend on regularization techniques. As a result, it is necess…
A Cramér moderate deviation theorem for Hotelling's -statistic with applications to global tests
Weidong Liu, Qi-Man Shao
A Cramer moderate deviation theorem for Hotelling's -statistic is proved under a finite th moment. The result is applied to large scale tests on the equality of mean ve…