A Novel Point Process Model for COVID-19: Multivariate Recursive Hawkes Process
The multivariate recursive Hawkes process extends self-exciting point-process models in two directions needed for epidemic data: transmission can interact across multiple populations, and the productivity of events can vary recursively rather than remaining fixed. This gives the model enough flexibility to represent heterogeneous and evolving COVID-19 transmission patterns.
Jan 1, 2022