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

被引:22
作者
Burgman, M. A. [1 ]
Wintle, B. A. [1 ]
Thompson, C. A. [2 ]
Moilanen, A. [3 ]
Runge, M. C. [4 ]
Ben-Haim, Yakov [5 ]
机构
[1] Univ Melbourne, Sch Bot, Australian Ctr Excellence Risk Anal, Parkville, Vic 3010, Australia
[2] Univ Melbourne, Dept Math & Stat, Parkville, Vic 3010, Australia
[3] Univ Helsinki, Dept Biol & Environm Sci, Metapopulat Res Grp, FI-00014 Helsinki, Finland
[4] USGS, Patuxent Wildlife Res Ctr, Laurel, MD 20708 USA
[5] Technion Israel Inst Technol, Yitzhak Modai Chair Technol & Econ, IL-32000 Haifa, Israel
关键词
Benefit-cost analysis; info-gap; invasive species; nonstatistical uncertainty; sensitivity analysis; DECISION-MAKING;
D O I
10.1111/j.1539-6924.2009.01273.x
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
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.
引用
收藏
页码:277 / 284
页数:8
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