Three essays on machine learning and time series applications on finance: Skew index and return predictability

Drawing on insights from three interconnected chapters, this Ph.D. thesis delivers a thorough examination of financial market forecasting and predictability, with a special emphasis on the predictive power of the Skew Index, the application of both traditional econometrics and state-of-the-art deep...