Hawkes Processes with Stochastic Excitations

22 Sep 2016Young LeeKar Wai LimCheng Soon Ong

We propose an extension to Hawkes processes by treating the levels of self-excitation as a stochastic differential equation. Our new point process allows better approximation in application domains where events and intensities accelerate each other with correlated levels of contagion... (read more)

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