32 citations · 155 across the 38 of their papers we have counts for
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stat.ME2015★ 4 cited
Testing High Dimensional Mean Under Sparsity
Xianyang Zhang
Motivated by the likelihood ratio test under the Gaussian assumption, we develop a maximum sum-of-squares test for conducting hypothesis testing on high dimensional mean vector. Th…
math.ST2015★ 32 cited
Two sample inference for the second-order property of temporally dependent functional data
Xianyang Zhang, Xiaofeng Shao
Motivated by the need to statistically quantify the difference between two spatio-temporal datasets that arise in climate downscaling studies, we propose new tests to detect the di…