There exist several methods developed for the canonical change point problem of detecting multiple mean shifts, which search changes over sections data at scales. In such methods, estimation noise level is often required in order to distinguish genuine from random fluctuations due noise. When serial dependence present, using a single estimator may not be appropriate. Instead, it proposed adopt ...