Statistical Quality Control: Using Minitab, R, Jmp and Python
暫譯: 統計品質控制:使用 Minitab、R、Jmp 和 Python

Gupta, Bhisham C.

  • 出版商: Wiley
  • 出版日期: 2021-04-27
  • 售價: $4,420
  • 貴賓價: 9.5$4,199
  • 語言: 英文
  • 頁數: 400
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119671639
  • ISBN-13: 9781119671633
  • 相關分類: Python程式語言
  • 海外代購書籍(需單獨結帳)

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商品描述

Provides a basic understanding of statistical quality control (SQC) and demonstrates how to apply the techniques of SQC to improve the quality of products in various sectors

This book introduces Statistical Quality Control and the elements of Six Sigma Methodology, illustrating the widespread applications that both have for a multitude of areas, including manufacturing, finance, transportation, and more. It places emphasis on both the theory and application of various SQC techniques and offers a large number of examples using data encountered in real life situations to support each theoretical concept.

Statistical Quality Control: Using MINITAB, R, JMP and Python begins with a brief discussion of the different types of data encountered in various fields of statistical applications and introduces graphical and numerical tools needed to conduct preliminary analysis of the data. It then discusses the basic concept of statistical quality control (SQC) and Six Sigma Methodology and examines the different types of sampling methods encountered when sampling schemes are used to study certain populations. The book also covers Phase 1 Control Charts for variables and attributes; Phase II Control Charts to detect small shifts; the various types of Process Capability Indices (CPI); certain aspects of Measurement System Analysis (MSA); various aspects of PRE-control; and more. This helpful guide also:

    Focuses on the learning and understanding of statistical quality control for second and third year undergraduates and practitioners in the field Discusses aspects of Six Sigma Methodology Teaches readers to use MINITAB, R, JMP and Python to create and analyze charts Requires no previous knowledge of statistical theory Is supplemented by an instructor-only book companion site featuring data sets and a solutions manual to all problems, as well as a student book companion site that includes data sets and a solutions manual to all odd-numbered problems

Statistical Quality Control Using MINITAB, R, JMP and Python is an excellent book for students studying engineering, statistics, management studies, and other related fields and who are interested in learning various techniques of statistical quality control. It also serves as a desk reference for practitioners who work to improve quality in various sectors, such as manufacturing, service, transportation, medical, oil, and financial institutions. It's also useful for those who use Six Sigma techniques to improve the quality of products in such areas.

商品描述(中文翻譯)

提供統計品質控制(SQC)的基本理解,並展示如何應用SQC技術來改善各個領域產品的品質。

本書介紹了統計品質控制及六標準差方法論的要素,說明了這兩者在製造、金融、運輸等多個領域的廣泛應用。它強調了各種SQC技術的理論與應用,並提供大量使用實際情況中遇到的數據的例子,以支持每個理論概念。

《統計品質控制:使用MINITAB、R、JMP和Python》首先簡要討論了在各種統計應用領域中遇到的不同類型數據,並介紹了進行數據初步分析所需的圖形和數值工具。接著討論了統計品質控制(SQC)和六標準差方法論的基本概念,並檢視在使用抽樣方案研究特定族群時遇到的不同抽樣方法。本書還涵蓋了變數和屬性的第一階段控制圖;檢測小變化的第二階段控制圖;各種過程能力指數(CPI);測量系統分析(MSA)的某些方面;各種預控制的方面;以及更多內容。本書還:

- 專注於第二和第三年本科生及該領域從業者對統計品質控制的學習和理解
- 討論六標準差方法論的各個方面
- 教導讀者使用MINITAB、R、JMP和Python來創建和分析圖表
- 不需要先前的統計理論知識
- 附有僅供教師使用的書籍伴隨網站,提供數據集和所有問題的解決手冊,以及包含數據集和所有奇數問題解決手冊的學生書籍伴隨網站

《統計品質控制:使用MINITAB、R、JMP和Python》是一本適合學習工程、統計、管理學及其他相關領域的學生,並對學習各種統計品質控制技術感興趣的讀者而言,是一本優秀的書籍。它同時也是從業者的桌上參考書,幫助他們在製造、服務、運輸、醫療、石油和金融機構等各個領域改善品質。對於那些使用六標準差技術來改善這些領域產品品質的人來說,這本書也非常有用。

作者簡介

Bhisham C. Gupta, PhD, is Professor Emeritus of Statistics at the University of Southern Maine, where he has taught for 31 years. Prior to coming to USM as a full professor in 1985, Dr. Gupta served for 21 years at various institutions in Canada, Brazil, and India. He is the co-author of Statistics and Probability with Applications for Engineers and Scientists, First Edition and Second Edition, as well as the accompanying solutions manuals, all published by Wiley. He is also co-author of three books published by American Society for Quality (ASQ).

作者簡介(中文翻譯)

Bhisham C. Gupta, PhD, 是美國南緬因大學(University of Southern Maine)統計學名譽教授,曾在該校任教31年。在1985年以正教授身份加入南緬因大學之前,Gupta博士在加拿大、巴西和印度的多個機構工作了21年。他是《Statistics and Probability with Applications for Engineers and Scientists, First Edition》和《Second Edition》的共同作者,以及隨附的解答手冊,這些書籍均由Wiley出版。他也是美國品質協會(American Society for Quality, ASQ)出版的三本書的共同作者。