A Note on Long Memory Time Series
Résumé
This note presents the fractional integrated processes which are the main models used to describe long memory phenomena. Section 1 briefly defines the concept of fractional integration, shows the fundamental properties and provides a short summary of the estimation methods. Section 2 consists of a survey of their extensions in order to model long-term cycles.