A random effects model for diseases with heterogeneous rates of infection

DOI10.1016/S0378-3758(02)00232-XzbMath1020.62107MaRDI QIDQ1404245

Guoqi Qian, Ning Li, Richard M. Huggins

Publication date: 21 August 2003

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

zbMATH Keywords

hierarchical modelMetropolis-Hastings algorithminfectious diseaseMCMCparameter transformationepidemic chainrandom avoidance probability

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40) Analysis of variance and covariance (ANOVA) (62J10)

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Uses Software

• BayesDA

Cites Work

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• Bayesianly justifiable and relevant frequency calculations for the applied statistician
• Inference from iterative simulation using multiple sequences
• Posterior predictive \(p\)-values
• Efficient parametrisations for normal linear mixed models

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