SCAN: Sequentially Detecting Change-points via Adaptive Nonparametric Inference

Ashoka Prabashwara, Patricia Menéndez, Liam Hodgkinson +1

Modern time series are often long, serially dependent, and non-stationary. Existing change-point methods either target specific changes or become computationally intensive when usi…