Robust mean change point testing in high-dimensional data with heavy tails

Mengchu Li, Yudong Chen, Tengyao Wang +1

We study mean change point testing problems for high-dimensional data, with exponentially- or polynomially-decaying tails. In each case, depending on the ${\ell }_0$-norm of the mean…