High frequency exchange rate prediction using dynamic bayesian networks over the limit order book information

Abstract. This work presents a special case of a Dynamic Bayesian Networks (DBN) to capture the USD/COP market sentiment dynamics choosing from uptrend or downtrend latent regimes based on observed feature vector realizations calcu- lated from transaction prices and wavelet-transformed order book vo...