The Short-Term Predictability of Returns in Order Book Markets: a Deep Learning Perspective

Lorenzo Lucchese, Mikko Pakkanen, Almut Veraart

In this paper, we conduct a systematic large-scale analysis of order book-driven predictability in high-frequency returns by leveraging deep learning techniques. First, we introduc…