Handbook of Multivariate Process Capability Indices
暫譯: 多變量過程能力指數手冊
Chakraborty, Ashis Kumar, Chatterjee, Moutushi
- 出版商: CRC
- 出版日期: 2020-12-28
- 售價: $6,820
- 貴賓價: 9.5 折 $6,479
- 語言: 英文
- 頁數: 352
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367029979
- ISBN-13: 9780367029975
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相關主題
商品描述
Providing a single-valued assessment of the performance of a process is often one of the greatest challenges for a quality professional. Process Capability Indices (PCIs) precisely do this job. For processes having a single measurable quality characteristic, there is an ample number of PCIs, defined in literature. The situation worsens for multivariate processes, i.e., where there is more than one correlated quality characteristic. Since in most situations quality professionals face multiple quality characteristics to be controlled through a process, Multivariate Process Capability Indices (MPCIs) become the order of the day. However, there is no book which addresses and explains different MPCIs and their properties. The literature of Multivariate Process Capability Indices (MPCIs) is not well organized, in the sense that a thorough and systematic discussion on the various MPCIs is hardly available in the literature.
Handbook of Multivariate Process Capability Indices provides an extensive study of the MPCIs defined for various types of specification regions. This book is intended to help quality professionals to understand which MPCI should be used and in what situation. For researchers in this field, the book provides a thorough discussion about each of the MPCIs developed to date, along with their statistical and analytical properties. Also, real life examples are provided for almost all the MPCIs discussed in the book. This helps both the researchers and the quality professionals alike to have a better understanding of the MPCIs, which otherwise become difficult to understand, since there is more than one quality characteristic to be controlled at a time.
Features:
- A complete guide for quality professionals on the usage of different MPCIs.
- A step by step discussion on multivariate process capability analysis, starting from a brief discussion on univariate indices.
- A single source for all kinds of MPCIs developed so far.
- Comprehensive analysis of the MPCIs, including analysis of real-life data.
- References provided at the end of each chapter encompass the entire literature available on the respective topic.
- Interpretation of the MPCIs and development of threshold values of many MPCIs are also included.
This reference book is aimed at the post graduate students in Industrial Statistics. It will also serve researchers working in the field of Industrial Statistics, as well as practitioners requiring thorough guidance regarding selection of an appropriate MPCI suitable for the problem at hand.
商品描述(中文翻譯)
提供單一數值評估過程性能的能力，往往是品質專業人員面臨的最大挑戰之一。過程能力指數（Process Capability Indices, PCI）正是為了這個目的而設計的。對於具有單一可測量品質特徵的過程，文獻中定義了大量的PCI。然而，對於多變量過程，即具有多個相關品質特徵的情況，情況則更加複雜。由於在大多數情況下，品質專業人員需要控制多個品質特徵，因此多變量過程能力指數（Multivariate Process Capability Indices, MPCI）成為當前的需求。然而，目前並沒有一本書專門針對不同的MPCI及其特性進行探討和解釋。多變量過程能力指數（MPCI）的文獻並不完善，因為對於各種MPCI的徹底和系統性討論在文獻中幾乎無法找到。
《多變量過程能力指數手冊》提供了對於各種規範區域定義的MPCI的廣泛研究。本書旨在幫助品質專業人員了解在何種情況下應使用哪種MPCI。對於該領域的研究人員，本書提供了對迄今為止開發的每個MPCI的詳細討論，以及它們的統計和分析特性。此外，書中幾乎所有討論的MPCI都提供了實際案例，這有助於研究人員和品質專業人員更好地理解MPCI，因為同時需要控制多個品質特徵的情況下，這些指數可能變得難以理解。
特點：
- 為品質專業人員提供有關不同MPCI使用的完整指南。
- 從對單變量指數的簡要討論開始，逐步討論多變量過程能力分析。
- 提供迄今為止開發的各種MPCI的單一來源。
- 對MPCI進行全面分析，包括對實際數據的分析。
- 每章結尾提供的參考文獻涵蓋了該主題的所有可用文獻。
- 也包括MPCI的解釋及多個MPCI的閾值開發。
本參考書旨在針對工業統計的研究生。它也將為在工業統計領域工作的研究人員以及需要徹底指導以選擇適合當前問題的MPCI的實務工作者提供幫助。
作者簡介
Dr. Ashis Kumar Chakraborty has completed B.Stat(Hons.) and M.Stat in Statistics from Indian Statistical Institute, Kolkata and Ph.D from Indian Institute of Science, Bangalore, India. He has authored several books and contributed in several other books. His reserach interest is in Reliability, particularly in software reliability, process control, hybrid modelling and similar areas. More than sixty articles are published by him in well known peer-reviewed national and international journals. He has about 35 years of teaching, training and consulting experience. He is a life member of Operations Research Society of India and Indian Association for Productivity, Quality and Reliability. He served in the governing body of both. He is in the editorial Advisory Board of two journals and a regular reviewer of articles for several international journals.
Dr. Moutushi Chatterjee Received her B.Sc. (Honours) degree in Statistics from University of Calcutta, M. Sc. in Statistics from Kalyani University and M. Tech. in Quality, Reliability and Operations Research (QROR) from Indian Statistical Institute, Kolkata, India. She has also done Ph. D. in QROR from Indian Statistical Institute, Kolkata. At present she is working as an Assistant Professor of Statistics at Lady Brabourne College (affiliated to University of Calcutta). Her publications include 12 research articles in international journals and a Chapter in an edited book. Her primary research interests are multivariate statistics, statistical quality control, reliability analysis and supply chain management.
作者簡介(中文翻譯)
阿希斯·庫馬爾·查克拉博提博士在印度加爾各答的印度統計學院完成了統計學的B.Stat（榮譽）和M.Stat學位，並在印度班加羅爾的印度科學研究院獲得了博士學位。他著作了幾本書籍，並在其他幾本書中貢獻了內容。他的研究興趣在於可靠性，特別是軟體可靠性、過程控制、混合建模及相關領域。他在知名的國內外同行評審期刊上發表了超過六十篇文章。他擁有約35年的教學、培訓和諮詢經驗。他是印度運籌學會和印度生產力、質量與可靠性協會的終身會員，並曾在這兩個組織的管理機構中任職。他是兩本期刊的編輯諮詢委員會成員，並定期為幾本國際期刊的文章進行審稿。
穆托希·查特吉博士在加爾各答大學獲得了統計學的B.Sc.（榮譽）學位，在卡利亞尼大學獲得了統計學的M.Sc.學位，並在印度加爾各答的印度統計學院獲得了質量、可靠性與運籌研究（QROR）的M. Tech學位。她還在印度統計學院完成了QROR的博士學位。目前，她在加爾各答大學附屬的布拉布恩女學院擔任統計學助理教授。她的出版物包括12篇國際期刊的研究文章和一本編輯書中的一章。她的主要研究興趣包括多變量統計、統計質量控制、可靠性分析和供應鏈管理。
