Long-memory data, seen in fields like finance, physics, and hydrology, can be challenging to analyse using traditional methods. Hamidreza Maleki Almani's doctoral dissertation introduces advanced mathematical models that make it easier to predict complex patterns and manage financial risks in unpredictable markets.