Article

Simple discrete-time self-exciting models can describe complex dynamic processes: a case study of COVID-19

2020-11-03

Abstract excerpt

Hawkes processes are a form of self-exciting process that has been used in numerous applications, including neuroscience, seismology, and terrorism. While these self-exciting processes have a simple formulation, they are able to model incredibly complex phenomena. Traditionally Hawkes processes are a continuous-time process, however we enable these models to be applied to a wider range of problems by considering a...

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Literature Corpus work: 0a7c5cb7-8ba3-55e2-be9a-a50535f488cf
DOI: 10.1101/2020.10.28.20221077

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