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管理図を用いた感度分析×頑健管理図×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年Integration practice documented from the 1990s onward1989–1997 (foundational period)
提唱者Rooted in Shewhart (control charts, 1920s) and Saltelli et al. (global sensitivity analysis, 1990s–2000s); integration practice developed in quality engineering literatureDavid M. Rocke; L. G. Tatum (key contributors)
種類Hybrid analytical frameworkStatistical process monitoring technique
原典Saltelli, A., Ratto, M., Andres, T., Campolongo, F., Cariboni, J., Gatelli, D., Saisana, M., & Tarantola, S. (2008). Global Sensitivity Analysis: The Primer. Wiley. ISBN: 978-0470059975Tatum, L. G. (1997). Robust estimation of the process standard deviation for control charts. Technometrics, 39(2), 127–141. DOI ↗
別名SA-SPC integration, control chart sensitivity analysis, SPC sensitivity assessment, sensitivity-enhanced control chartingrobust Shewhart chart, outlier-resistant control chart, robust SPC chart, distribution-free control chart
関連66
概要Sensitivity analysis integrated with control charting evaluates how uncertain or varying inputs — such as sample size, subgroup frequency, distribution assumptions, or measurement error — affect the detection performance of a statistical process control chart. By quantifying which parameters most strongly influence chart metrics such as the average run length (ARL) or false alarm rate, engineers can design more robust monitoring schemes and understand where control chart conclusions are fragile.A robust control chart replaces the classical mean and standard deviation estimators in a Shewhart-style chart with resistant alternatives — such as the median and median absolute deviation (MAD) — so that a small fraction of outliers or non-normal process data cannot distort the control limits. The approach preserves the real-time monitoring logic of standard control charts while protecting against inflated or deflated limits caused by contaminated Phase I reference data.
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ScholarGate手法を比較: Sensitivity Analysis with Control Chart · Robust Control Chart. 2026-06-15に以下より取得 https://scholargate.app/ja/compare