Preprint
Oct 2026
Poisson Autoregression on a Large Network with a Stochastic Block Model Structure
We consider multivariate Poisson autoregressive processes evolving on random networks generated by a Stochastic Block Model. This framework extends existing network Poisson autoregressions by incorporating latent community structure and allowing for non-Markovian dependence, both excitatory and inhibitory. We establish...
Mahmoud Khabou, Joanna Marks, Joshua Corneck et al.
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