Modelling order arrivals at price limits using Hawkes processes

•We proposed a model using Hawkes processes for order flow dynamics at price limits.•Three events incorporated: same and opposite direction orders and cancellations.•The goodness of fit tests show that the model appropriately fits empirical data.•The decay kernels represent dominant self-exciting behaviour of order arrivals.