A distribution-free change-point monitoring scheme in high-dimensional settings with application to industrial image surveillance

Niladri Chakraborty, Chun Fai Lui, Ahmed Maged

Existing monitoring tools for multivariate data are often asymptotically distribution-free, computationally intensive, or require a large stretch of stable data. Many of these meth…