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State Dependent Parallel Neural Hawkes Process for Limit Order Book Event Stream Prediction and Simulation
The majority of trading in financial markets is executed through a limit order book (LOB). The LOB is an event-based continuously-updating system that records contemporaneous demand (`bids' to buy) and supply (`asks' to sell) for a financial asset. Following recent successes in the literature that combine stochastic point processes with …