One example is application of Hawkes processes (Yang and Zha, 2013), a probabilistic framework for modelling self-excitatory phenomena.
the likelihood (1) is commonly approximated by considering subregions of t and assuming constant intensities in sub-regions of t (Møller and Syversveen, 1998;Vanhatalo et al., 2013) to overcome computational difficulties arising due to integration.