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The Evidential Basis of Decision Making in Plant Disease Management
Annual Review of Phytopathology ( IF 9.1 ) Pub Date : 2017-08-04 00:00:00 , DOI: 10.1146/annurev-phyto-080516-035342
Gareth Hughes 1
Affiliation  

The evidential basis for disease management decision making is provided by data relating to risk factors. The decision process involves an assessment of the evidence leading to taking (or refraining from) action on the basis of a prediction. The primary objective of the decision process is to identify—at the time the decision is made—the control action that provides the best predicted end-of-season outcome, calculated in terms of revenue or another appropriate metric. Data relating to disease risk factors may take a variety of forms (e.g., continuous, discrete, categorical) on measurement scales in a variety of units. Log10-likelihood ratios provide a principled basis for the accumulation of evidence based on such data and allow predictions to be made via Bayesian updating of prior probabilities.

中文翻译:


植物病害管理决策的证据基础

疾病管理决策的证据基础是与风险因素有关的数据。决策过程包括根据预测对导致采取(或避免采取)行动的证据进行评估。决策过程的主要目标是确定决策时的控制措施,该措施可提供最佳的预测季末结果,以收益或其他合适的指标来计算。与疾病风险因素有关的数据在各种单位的测量尺度上可以采取多种形式(例如,连续,离散,分类)。对数10似然比为基于此类数据的证据积累提供了原则性基础,并允许通过先验概率的贝叶斯更新进行预测。

更新日期:2017-08-04
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