Breaks or long memory behavior: An empirical investigation

► Models with changes in mean can easily create a spurious long memory behavior. ► The GPH, the DFA, the ELW, and the wavelet method fail to reject the alternative hypothesis of long memory. ► Inflation time series are characterized by the presence of both long memory and structural change behavior.