A More Powerful Two-Sample Test in High Dimensions using Random Projection

Miles E. Lopes, Laurent J. Jacob, Martin J. Wainwright

We consider the hypothesis testing problem of detecting a shift between the means of two multivariate normal distributions in the high-dimensional setting, allowing for the data di…