Common Drivers in Sparsely Interacting Hawkes Processes

Alexander Kreiss, Enno Mammen, Wolfgang Polonik

We study a multivariate Hawkes process as a model for time-continuous relational event networks. The model does not assume the network to be known, it includes covariates, and it a…