Autocorrelation Test under Frequent Mean Shifts

Ziyang Liu, Ning Hao, Yue Selena Niu +2

Testing for the presence of autocorrelation is a fundamental problem in time series analysis. Classical methods such as the Box-Pierce test rely on the assumption of stationarity,…