Fire Sale in High Frequency Order Book

Abstract

This work attempts to come up with an optimal strategy that a market-maker could adopt in times of a fire sale at the high frequency level. We use a modern version of the self financing equation applied to a high frequency order book to model the market dynamics. Using the model, we setup an optimal stochastic control problem, the solution to which is the optimal strategy proposed.