The ARMA Point Process and its Estimation

Spencer Wheatley, Michael Schatz, Didier Sornette

We introduce the ARMA (autoregressive-moving-average) point process, which is a Hawkes process driven by a Neyman-Scott process with Poisson immigration. It contains both the Hawke…