High-Dimensional Nonparametric Change-Point Detection via Low-Rank Degree-Three Density Projection

Guoqing Zhang, Zhaixin Chen

Distributional changes can be invisible to means and covariances yet appear in skewness, asymmetric interactions, or other third-order structure. We develop a nonparametric change-…