ABSTRACT
This chapter introduces a semi-Markovian modeling of the limit order book, and presents the main probabilistic results obtained in the context of this semi-Markovian model, such as duration until the next price change, probability of price increase and characterization of the Markov renewal process driving the stock price process. It deals with diffusion limit results for the stock price process, and presents some calibration results on real market data.
