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Ban Zheng, François Roueff, Frédéric Abergel. Modelling Bid and Ask Prices Using Constrained Hawkes Processes: Ergodicity and Scaling Limit. SIAM J. Financial Math., 5(1):99-136, 2014. [doi]
Abstract is missing.