Bayesian Design of Agricultural Disease Transmission Experiments for Individual Level Models

Here, we address the issue of experimental design for animal and crop disease transmission experiments, where the goal is to identify some characteristic of the underlying infectious disease system via a mechanistic disease transmission model. Design for such non-linear models is complicated by the...

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Bibliographische Detailangaben

Veröffentlicht in:	Statistical communications in infectious diseases 2020-01, Vol.12 (1)
Hauptverfasser:	Kwong, Grace P. S., Deardon, Rob, Hunt, Scott, Guerin, Michele T.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Crop diseases crop trials Design optimization Disease transmission Experiments MCMC non-linear experimental design simulation-based design spatio-temporal models vaccine efficacy
Online-Zugang:	Volltext
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