Hierarchical excitatory processes for modelling event-time data in the presence of exogenous stimuli

Francesco Sanna Passino, Nicholas A. Heard, Jeffrey W. Brown +2

We introduce the Hierarchical Excitatory Process (HEP), a flexible point process model for event-time data observed under repeated external stimuli. The proposed framework models t…