Modelling the Limit Order Book

Introduction¶

Models for order arrival¶

Visible and hidden orders¶

Market impact models¶

Volume prediction models¶

Probability of filling a limit order¶

Short term price prediction¶

Information Asymmetry¶

Simulation of LOBs¶

Probabilistic generative models¶

Agent based models¶