RAPTT: An Exact Two-Sample Test in High Dimensions Using Random Projections

Radhendushka Srivastava, Ping Li, David Ruppert

In high dimensions, the classical Hotelling's $T^2$ test tends to have low power or becomes undefined due to singularity of the sample covariance matrix. In this paper, this proble…