Gobato Souto, Hugo; Blackmon, Joshua; Moradi, Amir - 2023
This paper proposes a novel time-series data augmentation algorithm for stock realized volatility forecasting coined as Augmented HAR (AHAR). The findings of this study show that the employment of the AHAR algorithm with artificial neural network (ANN) models statistically significantly enhances...