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A note on a useful yet overlooked algorithm for total system Bayesian reliability estimation

delete2025-02-19
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PRE
AI
C
Carsten H. Botts *
K
Kenneth J. Ryan
DOI：10.1080/00224065.2024.2443088delete
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摘要

摘要

En 中文
本文中，我们关注涉及任意故障树的复杂系统的基本贝叶斯可靠性模型。我们对系统中每个组件的可靠性设定先验分布，然后解释为何由Rubin（1984）提出的简单且精确的算法（*The Annals of Statistics*, 12(4), 1151-1172）是一种更适合计算系统可靠性后验分布的策略，该策略从贝叶斯角度具有合理性，且对应用统计学家而言相关的频率计算也适用。
Keyword:
approximate Bayesian computation
exact sampling
Monte Carlo methods

期刊

Journal of Quality Technology 封面图
Journal of Quality Technology
IF:
2.2
论文数:
65
被引数:
2.9K

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