18 citations · 23 across the 3 of their papers we have counts for
3 papers
stat.ME2016★ 2 cited
Test for Temporal Homogeneity of Means in High-dimensional Longitudinal Data
Ping-Shou Zhong, Jun Li
This paper considers the problem of testing temporal homogeneity of -dimensional population mean vectors from the repeated measurements of subjects over times. To cope w…
stat.ME2014★ 18 cited
Two-Sample Tests for High Dimensional Means with Thresholding and Data Transformation
Song Xi Chen, Jun Li, Ping-Shou Zhong
We consider testing for two-sample means of high dimensional populations by thresholding. Two tests are investigated, which are designed for better power performance when the two p…
stat.ME2014★ 3 cited
A rate optimal procedure for sparse signal recovery under dependence
Jun Li, Ping-Shou Zhong
The paper considers the problem of identifying the sparse different components between two high dimensional means of column-wise dependent random vectors. We show that the dependen…