Change-Point in the Mean of Heavy-Tailed Dependent Observations

This paper studies the problem of mean change point in heavy-tailed dependent observations. We prove the consistency of CUSUM estimator of change-point and derive the rate of convergence. A H\'ajek-R\'enyi type inequality is also proved. Results are obtained under weak moment assumptions.