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stat.ME2026
Hawkes Identification with a Prescribed Causal Basis: Closed-Form Estimators and Asymptotics
Xinhui Rong, Girish N. Nair
Driven by the recent surge in neural-inspired modeling, point processes have gained significant traction in systems and control. While the Hawkes process is the standard model for…
stat.ME2024★ 2 cited
Stable Reduced-Rank VAR Identification
Xinhui Rong, Victor Solo
The vector autoregression (VAR) has been widely used in system identification, econometrics, natural science, and many other areas. However, when the state dimension becomes large…