Uniform-over-dimension convergence with application to location tests for high-dimensional data

Joydeep Chowdhury, Subhajit Dutta, Marc G. Genton

Asymptotic methods for hypothesis testing in high-dimensional data usually require the dimension of the observations to increase to infinity, often with an additional condition on…