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多変量プロセス監視のための多応答管理図×統計的プロセス管理×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1947 (Hotelling T²); 1980s–1990s (MEWMA, MCUSUM extensions)1924–1931
提唱者Harold Hotelling (multivariate foundation); extended by Lowry, Woodall, and othersWalter A. Shewhart
種類Multivariate statistical process monitoringProcess monitoring and quality control method
原典Hotelling, H. (1947). Multivariate quality control illustrated by the air testing of sample bombsights. In C. Eisenhart, M. W. Hastay, & W. A. Wallis (Eds.), Techniques of Statistical Analysis (pp. 111–184). McGraw-Hill. link ↗Shewhart, W. A. (1931). Economic Control of Quality of Manufactured Product. Van Nostrand. ISBN: 978-0873890762
別名multivariate control chart, multi-response SPC, MRCC, multiple-response monitoring chartSPC, statistical quality control, process control charting, Shewhart control
関連66
概要A multi-response control chart simultaneously monitors two or more correlated quality characteristics on a single chart, preserving the correlation structure that univariate charts ignore. Built on Hotelling's T² statistic and its time-weighted extensions (MEWMA, MCUSUM), it detects process shifts that would be missed if each response were charted independently. It is the standard tool in manufacturing and service quality when product performance depends on multiple interrelated outputs.Statistical Process Control (SPC) is a data-driven quality method that uses statistical techniques — primarily control charts — to monitor a manufacturing or service process over time. By distinguishing natural process variation (common cause) from unusual, actionable variation (special cause), SPC enables practitioners to maintain processes in a stable, predictable state and to detect problems early, before defective output reaches customers.
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ScholarGate手法を比較: Multi-response Control Chart · Statistical Process Control. 2026-06-15に以下より取得 https://scholargate.app/ja/compare