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贝叶斯控制图 — 贝叶斯统计过程控制图

贝叶斯控制图将关于过程的先验知识(例如历史均值和方差)与输入的测量数据相结合,以生成动态更新的控制限。与从第一阶段基线固定限值的经典休哈特图不同,贝叶斯控制图在每个样本后更新过程参数的后验分布,从而生成适应累积证据且在小样本量或非平稳过程中校准更好的限值。

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来源

  1. Menzefricke, U. (2002). On the evaluation of control chart limits based on predictive distributions. Communications in Statistics — Theory and Methods, 31(8), 1423–1440. DOI: 10.1081/sta-120006077
  2. Control chart. Wikipedia. link

如何引用本页

ScholarGate. (2026, June 3). Bayesian Statistical Process Control Chart. ScholarGate. https://scholargate.app/zh/experimental-design/bayesian-control-chart

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ScholarGateBayesian Control Chart (Bayesian Statistical Process Control Chart). 于 2026-06-15 检索自 https://scholargate.app/zh/experimental-design/bayesian-control-chart · 数据集: https://doi.org/10.5281/zenodo.20539026