2 papers
stat.ME2020
A Pairwise Hotelling Method for Testing High-Dimensional Mean Vectors
Zongliang Hu, Tiejun Tong, Marc G. Genton
For high-dimensional small sample size data, Hotelling's T2 test is not applicable for testing mean vectors due to the singularity problem in the sample covariance matrix. To overc…
stat.ME2017
Diagonal Likelihood Ratio Test for Equality of Mean Vectors in High-Dimensional Data
Zongliang Hu, Tiejun Tong, Marc G. Genton
We propose a likelihood ratio test framework for testing normal mean vectors in high-dimensional data under two common scenarios: the one-sample test and the two-sample test with e…