A stochastic volatility approximation for a tick-by-tick price model with mean-field interaction

Paolo Dai Pra, Paolo Pigato

We consider a tick-by-tick model of price formation, in which buy and sell orders are modeled as self-exciting point processes (Hawkes process), similar to the one in [Bacry, Delat…