Bayesian inference for SIR epidemic model with dependent parameters

DOI10.2478/MJPAA-2022-0017WikidataQ113256904 ScholiaQ113256904MaRDI QIDQ6491278

Unnamed Author, Abdelaziz Qaffou, Hamid El Maroufy

Publication date: 24 April 2024

Published in: Moroccan Journal of Pure and Applied Analysis (Search for Journal in Brave)

zbMATH Keywords

MCMC methodsBayesian inferenceKibble's bivariate gamma distributionSIR epidemics model

Mathematics Subject Classification ID

Epidemiology (92D30) Bayesian inference (62F15) Monte Carlo methods (65C05) Probability distributions: general theory (60E05) Markov chains (discrete-time Markov processes on discrete state spaces) (60J10) Diffusion processes (60J60)

Cites Work

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• On a multivariate gamma
• The Fokker-Planck equation. Methods of solution and applications.
• On a general stochastic epidemic model
• Stochastic epidemic models and their statistical analysis
• Bayesian estimation of the basic reproduction number in stochastic epidemic models
• Final outcome probabilities for SIR epidemic model
• Inference for Diffusion Processes
• Inference for discretely observed stochastic kinetic networks with applications to epidemic modeling
• Bayesian inference for stochastic epidemics in closed populations
• Bayesian parameter inference for stochastic SIR epidemic model with hyperbolic diffusion
• Exact Filtering for Partially Observed Continuous Time Models
• Transition Probabilities for Generalized SIR Epidemic Model
• Bayesian inference for epidemics with two levels of mixing
• Bayesian Inference for Stochastic Multitype Epidemics in Structured Populations Via Random Graphs
• Testing for correlation between non-negative variates
• Statistical inference and model selection for the 1861 Hagelloch measles epidemic
• Bayesian Inference for Stochastic Kinetic Models Using a Diffusion Approximation

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