Bayesian Inference for Stochastic Multitype Epidemics in Structured Populations Via Random Graphs

DOI10.1111/j.1467-9868.2005.00524.xzbMath1101.62106OpenAlexW1984430808WikidataQ61928965 ScholiaQ61928965MaRDI QIDQ5490617

Nikolaos Demiris, Philip D. O'Neill

Publication date: 4 October 2006

Published in: Journal of the Royal Statistical Society Series B: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/j.1467-9868.2005.00524.x

zbMATH Keywords

random graphsepidemicsMetropolis-Hastings algorithmBayesian inferenceMarkov chain Monte Carlo methodsstochastic epidemic models

Mathematics Subject Classification ID

Epidemiology (92D30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Applications of graph theory (05C90) Random graphs (graph-theoretic aspects) (05C80) Numerical analysis or methods applied to Markov chains (65C40)

Related Items (13)

Simulation-based Bayesian inference for epidemic models ⋮ Inference for Epidemics with Three Levels of Mixing: Methodology and Application to a Measles Outbreak ⋮ Modelling under-reporting in epidemics ⋮ Bayesian parameter inference for stochastic SIR epidemic model with hyperbolic diffusion ⋮ Estimating within-household contact networks from egocentric data ⋮ Bayesian inference for stochastic multitype epidemics in structured populations using sample data ⋮ Bayesian inference of spreading processes on networks ⋮ The relationship between real-time and discrete-generation models of epidemic spread ⋮ Efficient likelihood-free Bayesian computation for household epidemics ⋮ Optimal vaccination schemes for epidemics among a population of households, with application to variola minor in Brazil ⋮ Bayesian inference for nonlinear stochastic SIR epidemic model ⋮ Analysis of household data on influenza epidemic with Bayesian hierarchical model ⋮ Bayesian inference of a stochastic diffusion process for the dynamic of HIV in closed heterosexual population with simulations and application to Morocco case

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