Hawkes process modeling of COVID-19 with mobility leading indicators and spatial covariates

Hawkes processes are used in statistical modeling for event clustering and causal inference, while they also can be viewed as stochastic versions of popular compartmental models used in epidemiology. Here we show how to develop accurate models of COVID-19 transmission using Hawkes processes with spa...

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Detalles Bibliográficos
Autores principales: Chiang, Wen-Hao, Liu, Xueying, Mohler, George
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Institute of Forecasters. Published by Elsevier B.V. 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275517/
https://www.ncbi.nlm.nih.gov/pubmed/34276115
http://dx.doi.org/10.1016/j.ijforecast.2021.07.001

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275517/
https://www.ncbi.nlm.nih.gov/pubmed/34276115
http://dx.doi.org/10.1016/j.ijforecast.2021.07.001

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