  This paper introduces a semiparametric regression estimator of the memory
parameter for long-memory time series process. It is based on the regression in
a neighborhood of the zero-frequency of the periodogram averaged over epochs.
The proposed estimator is theoretically justified and empirical Monte Carlo
investigation gives evidence that the method is very promising to estimate the
long-memory parameter.
