Bayesian estimation of nonlinear Hawkes processes

Multivariate point processes (MPPs) are widely applied to model the occurrences of events, e.g., natural disasters, online message exchanges, financial transactions or neuronal spike trains. In the Hawkes process model, the probability of occurrences of future events depend on the past of the proces...

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Bibliographic Details
Main Authors: Sulem, D, Rivoirard, V, Rousseau, J
Format: Journal article
Language:English
Published: Bernoulli Society for Mathematical Statistics and Probability 2024

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