Common Signals, Spurious Cross-Excitation, and Identification in Multivariate Hawkes Processes

Jiwon Jung, Kiseop Lee

Multivariate Hawkes models are widely used to measure endogenous interactions in event data, but latent common signals can generate apparent excitation even without structural inte…