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多応答プロセス能力解析×実験計画法×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1993–1994 (foundational multivariate indices)1935
提唱者Taam, Subbaiah & Liddy (multivariate capability); Hubele, Shahriari & Cheng (MCpm)Ronald A. Fisher
種類Quantitative quality / process assessment methodExperimental planning framework
原典Taam, W., Subbaiah, P., & Liddy, J. W. (1993). A note on multivariate capability indices. Journal of Applied Statistics, 20(3), 339–351. link ↗Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗
別名MRPCA, multivariate process capability, multi-characteristic capability analysis, vector process capabilityDOE, experimental design, factorial experimentation, planned experimentation
関連63
概要Multi-response process capability analysis extends classical single-response capability indices (Cp, Cpk) to situations where a process must simultaneously satisfy specification limits on two or more correlated quality characteristics. Rather than evaluating each response in isolation, it assesses the joint probability that all characteristics fall within their respective tolerance regions, yielding a more realistic picture of overall process performance in multi-characteristic manufacturing and engineering settings.Design of Experiments (DOE) is a systematic framework for planning, conducting, and analyzing controlled experiments to determine how multiple input factors simultaneously affect one or more responses. Introduced by Ronald A. Fisher in 1935, DOE allows researchers and engineers to identify causal relationships, quantify factor effects, and find optimal settings efficiently — using far fewer runs than one-factor-at-a-time approaches. It is foundational in engineering, manufacturing, agriculture, and applied sciences.
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ScholarGate手法を比較: Multi-response Process Capability Analysis · Design of experiments. 2026-06-17に以下より取得 https://scholargate.app/ja/compare