Statistical Control by Monitoring and Adjustment 2nd Edition
暫譯: 監控與調整的統計控制(第二版)

George E. P. Box, Alberto Luceño, Maria del Carmen Paniagua-Quinones

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Praise for the First Edition

"This book . . . is a significant addition to the literature on statistical practice . . . should be of considerable interest to those interested in these topics."—International Journal of Forecasting

Recent research has shown that monitoring techniques alone are inadequate for modern Statistical Process Control (SPC), and there exists a need for these techniques to be augmented by methods that indicate when occasional process adjustment is necessary. Statistical Control by Monitoring and Adjustment, Second Edition presents the relationship among these concepts and elementary ideas from Engineering Process Control (EPC), demonstrating how the powerful synergistic association between SPC and EPC can solve numerous problems that are frequently encountered in process monitoring and adjustment.

The book begins with a discussion of SPC as it was originally conceived by Dr. Walter A. Shewhart and Dr. W. Edwards Deming. Subsequent chapters outline the basics of the new integration of SPC and EPC, which is not available in other related books. Thorough coverage of time series analysis for forecasting, process dynamics, and non-stationary models is also provided, and these sections have been carefully written so as to require only an elementary understanding of mathematics. Extensive graphical explanations and computational tables accompany the numerous examples that are provided throughout each chapter, and a helpful selection of problems and solutions further facilitates understanding.

Statistical Control by Monitoring and Adjustment, Second Edition is an excellent book for courses on applied statistics and industrial engineering at the upper-undergraduate and graduate levels. It also serves as a valuable reference for statisticians and quality control practitioners working in industry.

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對於第一版的讚譽

「這本書……是統計實務文獻中的重要補充……應該會引起對這些主題感興趣的人的相當關注。」—《國際預測期刊》

最近的研究顯示,僅依賴監控技術對於現代統計過程控制(Statistical Process Control, SPC)來說是不足夠的,並且需要這些技術輔以能夠指示何時需要偶爾進行過程調整的方法。《透過監控與調整進行統計控制,第二版》展示了這些概念之間的關係以及來自工程過程控制(Engineering Process Control, EPC)的基本思想,並演示了SPC與EPC之間強大的協同關聯如何解決在過程監控和調整中經常遇到的許多問題。

本書首先討論了SPC的原始概念,這是由沃爾特·A·謝哈特(Walter A. Shewhart)博士和W·愛德華·德明(W. Edwards Deming)博士所提出的。隨後的章節概述了SPC與EPC的新整合基礎,這在其他相關書籍中並不可得。本書還詳細涵蓋了用於預測的時間序列分析、過程動力學和非平穩模型,這些部分的撰寫都經過精心設計,只需具備基本的數學理解即可。每章中提供的眾多範例都附有廣泛的圖形解釋和計算表,並且有助於理解的問題與解答選擇進一步促進了學習。

《透過監控與調整進行統計控制,第二版》是適合高年級本科生和研究生的應用統計和工業工程課程的優秀書籍。它同時也是在業界工作的統計學家和品質控制實務者的寶貴參考資料。