Decision Making Based on Sampled Disease Occurrence in Animal Herds

作者: Michael Höhle , Erik Jørgensen

DOI: 10.1007/978-3-540-45062-7_18

关键词: StatisticsInfluence diagramSurvey samplingSampling (statistics)Gibbs samplingComputer scienceDecision support systemRobustness (computer science)Sample (statistics)HerdBayesian networkOperations research

摘要: To make qualified decisions when extrapolating results from a survey sample with imprecise tests requires careful handling of uncertainty. Both the test and uncertainty introduced by sampling have to be taken into account in order act optimally. This paper formulates an influence diagram discrete continuous nodes handle example typical for animal production: veterinarian who – as part biosecurity program has decide whether treat herd animals after inspecting small fraction them.

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