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math.ST2026
Consistent community recovery in stochastic block Ornstein-Uhlenbeck processes
Anders Norlyk, Almut E. D. Veraart
We propose the stochastic block Ornstein-Uhlenbeck (SBOU) process, a continuous-time multivariate model in which the drift matrix encodes a latent group structure among its compone…
math.ST2026
Edge-indexed network time series with graph Ornstein-Uhlenbeck dynamics
Jiaming Chen, Almut E. D. Veraart
We introduce a class of Lévy-driven graph Ornstein-Uhlenbeck (grOU) models for edge-indexed network time series. The proposed framework extends generalized network autoregressive (…