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ハイブリッド事象ツリー解析×統計的信頼性解析×
分野実験計画法信頼性
系統Process / pipelineRegression model
提唱年1990s–2000s (as extensions to classical ETA developed from the 1960s)1998
提唱者Multiple contributors; hybrid extensions emerged from the reliability and safety engineering communityWilliam Meeker & Luis Escobar
種類Probabilistic risk and safety assessment techniqueParametric lifetime modeling
原典Bedford, T., & Cooke, R. (2001). Probabilistic Risk Analysis: Foundations and Methods. Cambridge University Press. ISBN: 978-0521773201Meeker, W. Q., & Escobar, L. A. (1998). Statistical Methods for Reliability Data. Wiley. ISBN: 978-0-471-14328-4
別名Hybrid ETA, Integrated Event Tree Analysis, Combined Event Tree Analysis, Fuzzy-Bayesian Event Tree AnalysisLife Data Analysis, Survival Analysis (Engineering), Time-to-Failure Analysis, Güvenilirlik Analizi
関連63
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.Statistical reliability analysis models the time-to-failure of components, systems, or products using parametric lifetime distributions fitted to observed or censored failure data. Formalized comprehensively by William Q. Meeker and Luis A. Escobar in their 1998 Wiley monograph, the framework integrates maximum likelihood estimation, censoring mechanisms, and distributional diagnostics to produce probability-of-failure curves, hazard rates, and quantile estimates that support design, warranty, and maintenance decisions.
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ScholarGate手法を比較: Hybrid Event Tree Analysis · Reliability Analysis. 2026-06-17に以下より取得 https://scholargate.app/ja/compare