Online Learning of Order Flow and Market Impact with Bayesian Change-Point Detection Methods

Ioanna-Yvonni Tsaknaki, Fabrizio Lillo, Piero Mazzarisi

Financial order flow exhibits a remarkable level of persistence, wherein buy (sell) trades are often followed by subsequent buy (sell) trades over extended periods. This persistenc…