Supervised classification of spatial epidemics incorporating infection time uncertainty

DOI10.1007/s10260-023-00731-zMaRDI QIDQ6580663

Colton Poitras, Gyanendra Pokharel, Shakhawat Hossain

Publication date: 29 July 2024

Published in: Statistical Methods and Applications (Search for Journal in Brave)

zbMATH Keywords

infectious diseaserandom forestsupervised classificationpredictive probabilityspatial epidemic

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Simulation-based Bayesian inference for epidemic models
• Linearized forms of individual-level models for large-scale spatial infectious disease systems
• Gaussian process emulators for spatial individual‐level models of infectious disease
• Emulation‐based inference for spatial infectious disease transmission models incorporating event time uncertainty
• Bayesian analysis for emerging infectious diseases
• Posterior predictive checking for partially observed stochastic epidemic models

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