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Bayesiläinen säätökartta×Prosessikykyanalyysi (Cp, Cpk)×
TieteenalaKoesuunnitteluTilastotiede
MenetelmäperheProcess / pipelineProcess / pipeline
SyntyvuosiFormally developed in the 1990s–2000s; roots in Shewhart (1924)1986
KehittäjäUlrich Menzefricke and others building on Shewhart (1924) and Bayesian inference (Bayes, 1763)Victor Kane
TyyppiStatistical process monitoring / quality controlQuantitative process evaluation index
AlkuperäislähdeMenzefricke, U. (2002). On the evaluation of control chart limits based on predictive distributions. Communications in Statistics — Theory and Methods, 31(8), 1423–1440. DOI ↗Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗
RinnakkaisnimetBayesian SPC chart, Bayesian monitoring chart, posterior control chart, Bayesian Shewhart chartProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Liittyvät62
TiivistelmäA 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.Process Capability Analysis quantifies how well a manufacturing or business process produces output within specified tolerance limits. Introduced formally by Victor Kane in 1986, it summarises process spread and centering into dimensionless indices — most notably Cp and Cpk — allowing engineers and quality managers to judge whether a stable process is inherently capable of meeting customer or design specifications consistently.
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ScholarGateVertaile menetelmiä: Bayesian Control Chart · Process Capability Analysis. Haettu 2026-06-15 osoitteesta https://scholargate.app/fi/compare