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分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1990s–2000s (as extensions to classical ETA developed from the 1960s)ETA: 1960s–1970s; Bayesian extension: 1990s–2000s
提唱者Multiple contributors; hybrid extensions emerged from the reliability and safety engineering communityH.E. Watson (Bell Labs, fault tree); ETA formalized via US Nuclear Regulatory Commission; Bayesian extension developed in reliability and risk engineering communities
種類Probabilistic risk and safety assessment techniqueProbabilistic risk and reliability analysis technique
原典Bedford, T., & Cooke, R. (2001). Probabilistic Risk Analysis: Foundations and Methods. Cambridge University Press. ISBN: 978-0521773201Bearfield, G., & Marsh, W. (2005). Generalising event trees using Bayesian networks with a case study of train derailment. In G. Windeknecht et al. (Eds.), Proceedings of the 13th Safety-Critical Systems Symposium. Springer. link ↗
別名Hybrid ETA, Integrated Event Tree Analysis, Combined Event Tree Analysis, Fuzzy-Bayesian Event Tree AnalysisBayesian ETA, B-ETA, Probabilistic Event Tree Analysis, Bayesian Inductive Risk Model
関連65
概要Hybrid Event Tree Analysis (Hybrid ETA) extends classical Event Tree Analysis by integrating complementary methods — such as Bayesian networks, fuzzy set theory, or Monte Carlo simulation — to overcome ETA's limitations in handling uncertainty, dependency between events, and sparse data. It is applied in safety-critical industries to model accident sequences and quantify outcome probabilities with greater fidelity than standalone ETA.Bayesian Event Tree Analysis (B-ETA) is a quantitative risk assessment method that extends classical event tree analysis by incorporating Bayesian inference to assign and update branch probabilities. Starting from an initiating event, it maps sequences of successes and failures through safety barriers, using prior distributions and observed evidence to produce posterior outcome probabilities. Widely used in nuclear safety, process industries, and system reliability engineering.
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ScholarGate手法を比較: Hybrid Event Tree Analysis · Bayesian Event Tree Analysis. 2026-06-18に以下より取得 https://scholargate.app/ja/compare