Response Surface Methodology: Process and Product Optimization Using Designed Experiments
Myers, Raymond H., Montgomery, Douglas C., Anderson-Cook, Christine M.
- 出版商: Wiley
- 出版日期: 2016-02-01
- 售價: $6,950
- 貴賓價: 9.5 折 $6,603
- 語言: 英文
- 頁數: 856
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1118916018
- ISBN-13: 9781118916018
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商品描述
Praise for the Third Edition:
"This new third edition has been substantially rewritten and updated with new topics and material, new examples and exercises, and to more fully illustrate modern applications of RSM."
- Zentralblatt Math
Featuring a substantial revision, the Fourth Edition of Response Surface Methodology: Process and Product Optimization Using Designed Experiments presents updated coverage on the underlying theory and applications of response surface methodology (RSM). Providing the assumptions and conditions necessary to successfully apply RSM in modern applications, the new edition covers classical and modern response surface designs in order to present a clear connection between the designs and analyses in RSM.
With multiple revised sections with new topics and expanded coverage, Response Surface Methodology: Process and Product Optimization Using Designed Experiments, Fourth Edition includes:
- Many updates on topics such as optimal designs, optimization techniques, robust parameter design, methods for design evaluation, computer-generated designs, multiple response optimization, and non-normal responses
- Additional coverage on topics such as experiments with computer models, definitive screening designs, and data measured with error
- Expanded integration of examples and experiments, which present up-to-date software applications, such as JMP(R), SAS, and Design-Expert(R), throughout
- An extensive references section to help readers stay up-to-date with leading research in the field of RSM
An ideal textbook for upper-undergraduate and graduate-level courses in statistics, engineering, and chemical/physical sciences, Response Surface Methodology: Process and Product Optimization Using Designed Experiments, Fourth Edition is also a useful reference for applied statisticians and engineers in disciplines such as quality, process, and chemistry.
商品描述(中文翻譯)
對於《第三版》的讚譽：
「這本全新的第三版已經進行了大幅重寫和更新，新增了主題和材料、新的範例和練習，更全面地展示了 RSM 的現代應用。」
- Zentralblatt Math
《反應面方法：使用設計實驗進行過程和產品優化》第四版進行了重大修訂，提供了有關反應面方法（RSM）基礎理論和應用的最新內容。新版本提供了成功應用 RSM 在現代應用中的假設和條件，涵蓋了經典和現代的反應面設計，以便清楚地展示設計與 RSM 中分析之間的聯繫。
《反應面方法：使用設計實驗進行過程和產品優化》第四版包含了多個修訂部分，新增主題和擴展內容，包括：
- 許多有關最佳設計、優化技術、穩健參數設計、設計評估方法、計算機生成設計、多重反應優化和非正態反應的更新
- 額外涵蓋計算機模型實驗、確定性篩選設計和帶有誤差的數據等主題
- 擴展的範例和實驗整合，展示最新的軟體應用，如 JMP(R)、SAS 和 Design-Expert(R)
- 廣泛的參考文獻部分，幫助讀者跟上 RSM 領域的前沿研究
《反應面方法：使用設計實驗進行過程和產品優化》第四版是高年級本科生和研究生統計學、工程學及化學/物理科學課程的理想教科書，同時也是應用統計學家和工程師在質量、過程和化學等學科中的有用參考資料。
作者簡介
Raymond H. Myers, PhD, is Professor Emeritus in the Department of Statistics at Virginia Polytechnic Institute and State University. He has more than 40 years of academic experience in the areas of experimental design and analysis, response surface analysis, and designs for nonlinear models. A Fellow of the American Statistical Association (ASA) and the American Society for Quality (ASQ), Dr. Myers has authored numerous journal articles and books, including Generalized Linear Models: with Applications in Engineering and the Sciences, Second Edition, also published by Wiley.
Douglas C. Montgomery, PhD, is Regents' Professor of Industrial Engineering and Arizona State University Foundation Professor of Engineering. Dr. Montgomery has more than 30 years of academic and consulting experience and his research interest includes the design and analysis of experiments. He is a Fellow of the ASA and the Institute of Industrial Engineers, and an Honorary Member of the ASQ. He has authored numerous journal articles and books, including Design and Analysis of Experiments, Eighth Edition; Generalized Linear Models: with Applications in Engineering and the Sciences, Second Edition; Introduction to Introduction to Linear Regression Analysis, Fifth Edition; and Introduction to Time Series Analysis and Forecasting, Second Edition, all published by Wiley.
Christine M. Anderson-Cook, PhD, is a Research Scientist and Project Leader in the Statistical Sciences Group at the Los Alamos National Laboratory, New Mexico. Dr. Anderson-Cook has over 20 years of academic and consulting experience, and has written numerous journal articles on the topics of design of experiments, response surface methodology and reliability. She is a Fellow of the ASA and the ASQ.
作者簡介(中文翻譯)
雷蒙德·H·邁爾斯（Raymond H. Myers, PhD）是維吉尼亞理工大學統計系的名譽教授。他在實驗設計與分析、反應面分析以及非線性模型設計等領域擁有超過40年的學術經驗。邁爾斯博士是美國統計協會（ASA）和美國品質協會（ASQ）的會士，並且著有多篇期刊文章和書籍，包括由Wiley出版的《廣義線性模型：在工程和科學中的應用》（Generalized Linear Models: with Applications in Engineering and the Sciences）第二版。
道格拉斯·C·蒙哥馬利（Douglas C. Montgomery, PhD）是亞利桑那州立大學的工業工程校董教授及工程基金會教授。蒙哥馬利博士擁有超過30年的學術和顧問經驗，他的研究興趣包括實驗的設計與分析。他是ASA和工業工程師學會的會士，以及ASQ的名譽會員。他著有多篇期刊文章和書籍，包括由Wiley出版的《實驗的設計與分析》（Design and Analysis of Experiments）第八版、《廣義線性模型：在工程和科學中的應用》（Generalized Linear Models: with Applications in Engineering and the Sciences）第二版、《線性回歸分析導論》（Introduction to Linear Regression Analysis）第五版，以及《時間序列分析與預測導論》（Introduction to Time Series Analysis and Forecasting）第二版。
克里斯汀·M·安德森-庫克（Christine M. Anderson-Cook, PhD）是新墨西哥州洛斯阿拉莫斯國家實驗室統計科學組的研究科學家和項目負責人。安德森-庫克博士擁有超過20年的學術和顧問經驗，並在實驗設計、反應面方法學和可靠性等主題上撰寫了多篇期刊文章。她是ASA和ASQ的會士。
