A two-sample test for high-dimensional data with applications to gene-set testing

Song Xi Chen, Ying-Li Qin

We propose a two-sample test for the means of high-dimensional data when the data dimension is much larger than the sample size. Hotelling's classical $T^2$ test does not work for…