Bayesian network for risk of diarrhea associated with the use of recycled water

Donald, Margaret, Cook, Angus, & Mengersen, Kerrie L. (2009) Bayesian network for risk of diarrhea associated with the use of recycled water. Risk Analysis, 29(12), pp. 1672-1685.

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Estimating potential health risks associated with recycled (reused) water is highly complex given the multiple factors affecting water quality. We take a conceptual model, which represents the factors and pathways by which recycled water may pose a risk of contracting gastroenteritis, convert the conceptual model to a Bayesian net, and quantify the model using one expert’s opinion. This allows us to make various predictions as to the risks posed under various scenarios. Bayesian nets provide an additional way of modeling the determinants of recycled water quality and elucidating their relative influence on a given disease outcome. The important contribution to Bayesian net methodology is that all model predictions, whether risk or relative risk estimates, are expressed as credible intervals.

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14 citations in Scopus
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11 citations in Web of Science®

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ID Code: 40579
Item Type: Journal Article
Refereed: Yes
Keywords: Bayesian nets; credible intervals; expert opinion; gastroenteritis; recycled water
DOI: 10.1111/j.1539-6924.2009.01301.x
ISSN: 0272-4332
Subjects: Australian and New Zealand Standard Research Classification > MEDICAL AND HEALTH SCIENCES (110000) > MEDICAL BIOCHEMISTRY AND METABOLOMICS (110100)
Divisions: Past > QUT Faculties & Divisions > Faculty of Science and Technology
Copyright Owner: Copyright 2009 Wiley-Blackwell Publishing, Inc
Deposited On: 09 Mar 2011 00:00
Last Modified: 29 Feb 2012 14:13

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