An inhomogeneous Weibull–Hawkes process to model underdispersed acoustic cues

A Hawkes point process describes self-exciting behaviour where event arrivals are triggered by historic events. These models are increasingly becoming a popular choice in analysing event-type data. Like all other inhomogeneous Poisson point processes, the waiting time between events in a Hawkes proc...

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Bibliographic Details
Published in:Journal of Agricultural, Biological and Environmental Statistics
Main Authors: Van Helsdingen, Alec B.M., Marques, Tiago A., Jones-Todd, Charlotte M.
Format: Article in Journal/Newspaper
Language:English
Published: 2024
Subjects:
Overdispersion
Point patterns
Self-excitement
Sperm whale
Underdispersion
Online Access:https://research-portal.st-andrews.ac.uk/en/researchoutput/an-inhomogeneous-weibullhawkes-process-to-model-underdispersed-acoustic-cues(57bf9d9e-1c19-446d-b141-d5804e45bf00).html
https://doi.org/10.1007/s13253-024-00626-w
https://research-repository.st-andrews.ac.uk/bitstream/10023/29870/1/van-Helsingden_2024_JABES_Inhomogenous-Weibull-Hawkes_CC.pdf

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