State-dependent Hawkes processes and their application to limit order book modelling

Maxime Morariu-Patrichi, Mikko S. Pakkanen

We study statistical aspects of state-dependent Hawkes processes, which are an extension of Hawkes processes where a self- and cross-exciting counting process and a state process a…