Estimating fractionally integrated time series models

Abstract This paper compares an easily implemented approximate (Gaussian) maximum likelihood estimator of fractionally integrated ARMA models with a recently developed full maximum likelihood procedure. It is shown that except for the case of a pure long memory process, the exact procedure should always be used.