Τίτλος σε άλλη γλώσσα: Machine Learning Methodologies for predicting prices in volatile markets – A case study in the cryptocurrency market [Αγγλική] Ημερομηνία: 11-09-2022 [2022-09-11] Συγγραφέας: Δημήτριου, Νικόλαος Σχολή: Σχολή Κοινωνικών Επιστημών Τμήμα: Διοίκηση Επιχειρήσεων (MBA) Περίληψη (Abstract): Prediction models have been widely used by market analysts in order to forecast future prices in all kinds of financial products including stocks, bonds and foreign currency. To this end, mature techniques from estimation theory, such as time series models, have played a central role for financial predictions. Nonetheless, as such models make certain assumptions regarding the stationarity of the u...