Reconciling Uncertain Costs and Benefits in Bayes Nets for Invasive Species Management

Bayes nets are used increasingly to characterize environmental systems and formalize probabilistic reasoning to support decision making. These networks treat probabilities as exact quantities. Sensitivity analysis can be used to evaluate the importance of assumptions and parameter estimates. Here, w...

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Veröffentlicht in:Risk analysis 2010-02, Vol.30 (2), p.277-284
Hauptverfasser: Burgman, M.A, Wintle, B.A, Thompson, C.A, Moilanen, A, Runge, M.C, Ben-Haim, Yakov
Format: Artikel
Sprache:eng
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Zusammenfassung:Bayes nets are used increasingly to characterize environmental systems and formalize probabilistic reasoning to support decision making. These networks treat probabilities as exact quantities. Sensitivity analysis can be used to evaluate the importance of assumptions and parameter estimates. Here, we outline an application of info-gap theory to Bayes nets that evaluates the sensitivity of decisions to possibly large errors in the underlying probability estimates and utilities. We apply it to an example of management and eradication of Red Imported Fire Ants in Southern Queensland, Australia and show how changes in management decisions can be justified when uncertainty is considered.
ISSN:0272-4332
1539-6924
DOI:10.1111/j.1539-6924.2009.01273.x