Bayesian Bilinear Neural Network for Predicting the Mid-price Dynamics in Limit-Order Book Markets

Martin Magris, Mostafa Shabani, Alexandros Iosifidis

The prediction of financial markets is a challenging yet important task. In modern electronically-driven markets, traditional time-series econometric methods often appear incapable…