Bias Correction of Semiparametric Long Memory Parameter Estimators via the Pre-filtered Sieve Bootstrap

Don S. Poskitt, Gael M. Martin, Simone D. Grose

This paper investigates bootstrap-based bias correction of semiparametric estimators of the long memory parameter, $d$, in fractionally integrated processes. The re-sampling method…