Maximum likelihood estimators and random walks in long memory models

Karine Bertin, Soledad Torres, Ciprian Tudor

We consider statistical models driven by Gaussian and non-Gaussian self-similar processes with long memory and we construct maximum likelihood estimators (MLE) for the drift parame…