A queue-reactive model describes each best queue of a book as a birth–death process whose rates depend on the queue’s current size : limit orders join its back at rate , cancellations remove resting orders at rate , market orders remove orders from its front at rate . When a queue empties the price moves by one tick and new queues are drawn from a regeneration distribution.
firm.qreactive.estimate on firm.tape.