Memory parameter estimation for long range dependent random fields

The GPH-estimator of spatial long memory parameter is investigated for stationary long memory (long range dependent) random fields observed over a regular lattice point set. Under some mild regularity assumptions, the weak consistency of the estimator is obtained. The finite sample performance of the estimator is discussed through a small simulation study.