A non-parametric Hawkes model of the spread of Ebola in west Africa

DOI10.1080/02664763.2020.1825646OpenAlexW3088425237MaRDI QIDQ5085636

Junhyung Park, Adam W. Chaffee, Frederic Paik Schoenberg, Ryan J. Harrigan

Publication date: 27 June 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2020.1825646

zbMATH Keywords

point processescompartmental modelsself-excitingnon-parametric estimationSEIR modelsdisease epidemics

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Related Items (4)

Bayesian mitigation of spatial coarsening for a Hawkes model applied to gunfire, wildfire and viral contagion ⋮ Nonparametric estimation of recursive point processes with application to mumps in Pennsylvania ⋮ Estimating Covid-19 transmission time using Hawkes point processes ⋮ Unnamed Item

Uses Software

• deSolve
• diffEq
• adaptivetau

Cites Work

• Unnamed Item
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• Stochastic epidemic models: a survey
• A fractional SEIR epidemic model for spatial and temporal spread of measles in metapopulations
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• A recursive point process model for infectious diseases
• Spatially inhomogeneous background rate estimators and uncertainty quantification for nonparametric Hawkes point process models of earthquake occurrences
• Contact network epidemiology: Bond percolation applied to infectious disease prediction and control
• Estimation for Discrete Time Branching Processes with Application to Epidemics
• An Introduction to the Theory of Point Processes
• Application of Branching Models in the Study of Invasive Species
• Statistical Inference in a Stochastic Epidemic SEIR Model with Control Intervention: Ebola as a Case Study
• Spectra of some self-exciting and mutually exciting point processes
• A Simplex Method for Function Minimization
• Branching process models for surveillance of infectious diseases controlled by mass vaccination

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