Using a latent Hawkes process for epidemiological modelling

Understanding the spread of COVID-19 has been the subject of numerous studies, highlighting the significance of reliable epidemic models. Here, we introduce a novel epidemic model using a latent Hawkes process with temporal covariates for modelling the infections. Unlike other models, we model the r...

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Veröffentlicht in:	PloS one 2023-03, Vol.18 (3), p.e0281370-e0281370
Hauptverfasser:	Lamprinakou, Stamatina, Gandy, Axel, McCoy, Emma
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Asymptomatic Benchmarking Biology and Life Sciences Computer applications Control Coronaviruses COVID-19 Disease transmission Distribution (Probability theory) Epidemic models Epidemics Epidemiology Estimates Evaluation Group Processes Humans Infections Medicine and Health Sciences Modelling Ordinary differential equations Physical Sciences Population Probability distribution Quarantine Research and Analysis Methods
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