Risk assessment and decision analysis with Bayesian networks

Isaac Dialsingh

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Risk assessment and decision analysis with Bayesian networks

机译：贝叶斯网络的风险评估和决策分析

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In a nutshell, this is a well-written book that is intended to expose non-statistical readers to Bayesian networks using the AgenaRisk software. Bayesian networks have been widely used in areas like medicine and bioinformatics but have also been showing up in non-traditional areas such as national security and environmental assessments. The strength of Bayesian networks lies in their applicability in cases where it is often difficult to determine accurate data and there is a greater reliance on incomplete or very subjective data. Frequentist methods often fail in this arena and reliance must be placed on Bayesian methods.

机译：简而言之，这是一本写得很好的书，旨在使用AgenaRisk软件使非统计读者接触到贝叶斯网络。贝叶斯网络已广泛用于医学和生物信息学等领域，但也已出现在诸如国家安全和环境评估等非传统领域。贝叶斯网络的优势在于它们的适用性，在这种情况下通常难以确定准确的数据，并且更加依赖不完整或非常主观的数据。频繁使用的方法在此领域通常会失败，因此必须依赖贝叶斯方法。

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《Journal of applied statistics》 |2014年第4期|910-910|共1页
作者
Isaac Dialsingh;
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The University of the West Indies, Trinidad and Tobago;

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正文语种 eng
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1. RISK ASSESSMENT AND DECISION ANALYSIS WITH BAYESIAN NETWORKS [J] . Glenn Suter Integrated environmental assessment and management . 2013,第4期

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4. Reliable Risk Management for Autonomous Vehicles based on Sequential Bayesian Decision Networks and Dynamic Inter-Vehicular Assessment [C] . Dimia Iberraken, Lounis Adouane, Dieumet Denis IEEE Intelligent Vehicles Symposium . 2019

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5. A Bayesian Network Methodology for Infrastructure Seismic Risk Assessment and Decision Support. [D] . Bensi, Michelle Terese. 2010

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6. The Use of Bayesian Networks and Decision Analysis in Solving Clinical Decisions for the Administration of Antiretroviral Agents to Prevent HIV Seroconversion Following an Occupational Percutaneous Exposure [O] . Rachel Richesson, Wei Wang 1999

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7. Notes for a workshop on risk analysis and decision under uncertainty. The practical use of probabilistic and Bayesian methodology inreal life risk assessment and decision problems [O] . 1979

机译：讲习班有关不确定性下的风险分析和决定的讲习班。概率和贝叶斯方法的实际应用挡境生命风险评估和决策问题
8. Notes for a Workshop on Risk Analysis and Decision under Uncertainty. The Practical Use of Probabilistic and Bayesian Methodology Inreal Life Risk Assessment and Decision Problems [R] . 1979

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Risk assessment and decision analysis with Bayesian networks

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