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Diagramme de contrôle bayésien×Diagramme de contrôle×
DomainePlans d'expériencesPlans d'expériences
FamilleProcess / pipelineProcess / pipeline
Année d'origineFormally developed in the 1990s–2000s; roots in Shewhart (1924)1924 (first use); 1931 (seminal book)
Auteur d'origineUlrich Menzefricke and others building on Shewhart (1924) and Bayesian inference (Bayes, 1763)Walter A. Shewhart (Bell Labs)
TypeStatistical process monitoring / quality controlStatistical monitoring and control technique
Source fondatriceMenzefricke, U. (2002). On the evaluation of control chart limits based on predictive distributions. Communications in Statistics — Theory and Methods, 31(8), 1423–1440. DOI ↗Shewhart, W. A. (1931). Economic Control of Quality of Manufactured Product. Van Nostrand. link ↗
AliasBayesian SPC chart, Bayesian monitoring chart, posterior control chart, Bayesian Shewhart chartShewhart chart, process-behavior chart, SPC chart, quality control chart
Apparentées66
RésuméA Bayesian control chart integrates prior knowledge about a process — such as historical mean and variance — with incoming measurement data to produce dynamically updated control limits. Unlike classical Shewhart charts that fix limits from a Phase-I baseline, Bayesian charts update the posterior distribution of process parameters after each sample, yielding limits that adapt to accumulated evidence and are better calibrated under small sample sizes or non-stationary processes.A control chart is a time-series graph with statistically derived upper and lower control limits that separates the natural, random variation of a process (common cause) from unusual, assignable variation (special cause). Invented by Walter Shewhart at Bell Labs in 1924, control charts remain the foundational tool of Statistical Process Control and are used across manufacturing, healthcare, software, and service industries to monitor whether a process remains stable and predictable over time.
ScholarGateJeu de données
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  3. PUBLISHED
  1. v1
  2. 2 Sources
  3. PUBLISHED

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ScholarGateComparer des méthodes: Bayesian Control Chart · Control chart. Consulté le 2026-06-15 sur https://scholargate.app/fr/compare