On High-Dimensional Change-Point Detection Based on Pairwise Distances

Spandan Ghoshal, Bilol Banerjee, Anil K. Ghosh

In change-point analysis, one aims at finding the locations of abrupt distributional changes (if any) in a sequence of multivariate observations. In this article, we propose some n…