Robust multiple change-point detection for multivariate variability using data depth

Kelly Ramsay, Shoja'eddin Chenouri

In this paper, we introduce two robust, nonparametric methods for multiple change-point detection in the variability of a multivariate sequence of observations. We demonstrate that…