Statistics for Six SIGMA Green Belts with Minitab and Jmp
暫譯: 使用 Minitab 和 JMP 的六西格瑪綠帶統計學

Levine, David

Statistics for Six SIGMA Green Belts with Minitab and Jmp
  • 出版商: FT Press
  • 出版日期: 2008-12-01
  • 售價: $1,710
  • 貴賓價: 9.5 折 $1,625
  • 語言: 英文
  • 頁數: 400
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 013701712X
  • ISBN-13: 9780137017126
  • 相關分類: 機率統計學 Probability-and-statistics

    • 海外代購書籍(需單獨結帳)

商品描述

The only book on the market that provides a simple nonmathematical presentation of the statistics needed by Six Sigma Green Belts. Every concept is explained in plain English with a minimum of mathematical symbols. Includes real-world examples, step by step instructions and sample output for Minitab and JMP software as well as downloadble, ready to use data sets and templates. Includes applications to service industries to help managers understand the role of Six Sigma in nonmanufacturing industries.

Acknowledgments xvii

About the Author xix

Preface xxi

Chapter 1: Fundamentals of Six Sigma 1

Chapter 2: Introduction to Statistics 7

Chapter 3: Presenting Data in Charts and Tables 23

Chapter 4: Descriptive Statistics 39

Chapter 5: Probability and Probability Distributions 59

Chapter 6: Sampling Distributions and Confidence Intervals 95

Chapter 7: Hypothesis Testing 113

Chapter 8: Design of Experiments 157

Chapter 9: Simple Linear Regression 211

Chapter 10: Multiple Regression 241

Chapter 11: Control Charts for Six Sigma Management 279

Appendix A: Review of Arithmetic and Algebra 321

Appendix B: Summation Notation 329

Appendix C: Statistical Tables 333

Appendix D: Documentation of Data Files 347

Glossary 349

Index 359

商品描述(中文翻譯)

市場上唯一一本提供六標準差綠帶所需統計學的簡單非數學化介紹的書籍。每個概念都用簡單的英語解釋，並且使用最少的數學符號。包括真實世界的範例、逐步指導以及 Minitab 和 JMP 軟體的範例輸出，還有可下載的即用數據集和模板。包括對服務業的應用，幫助管理者理解六標準差在非製造業中的角色。

致謝 xvii
關於作者 xix
前言 xxi
第一章：六標準差的基本原理 1
第二章：統計學導論 7
第三章：以圖表和表格呈現數據 23
第四章：描述性統計 39
第五章：機率與機率分佈 59
第六章：抽樣分佈與信賴區間 95
第七章：假設檢定 113
第八章：實驗設計 157
第九章：簡單線性回歸 211
第十章：多元回歸 241
第十一章：六標準差管理的控制圖 279
附錄 A：算術與代數回顧 321
附錄 B：總和符號 329
附錄 C：統計表 333
附錄 D：數據文件的文檔 347
詞彙表 349
索引 359

作者簡介

David M. Levine, Professor Emeritus of Statistics and Computer Information Systems at Bernard M. Baruch College (City University of New York), is nationally recognized as a leading innovator in business statistics education.

He is co-author of several best-selling statistics textbooks, including Statistics for Managers Using Microsoft Excel, Basic Business Statistics: Concepts and Applications, Business Statistics: A First Course, and Applied Statistics for Engineers and Scientists Using Microsoft Excel and Minitab. He also recently wrote Even You Can Learn Statistics and co-authored Six Sigma for Green Belts and Champions and Design for Six Sigma for Green Belts and Champions, all published by Prentice Hall.

Dr. Levine holds B.B.A. and M.B.A. degrees in Statistics from City College of New York and a Ph.D. degree from New York University in Industrial Engineering and Operations Research.

作者簡介(中文翻譯)

大衛·M·萊文（David M. Levine）是紐約市立大學巴魯克學院（Bernard M. Baruch College）統計學與計算機資訊系的名譽教授，在商業統計教育方面被全國認可為領先的創新者。 他是幾本暢銷統計教科書的共同作者，包括 使用 Microsoft Excel 的管理者統計學（Statistics for Managers Using Microsoft Excel）、基本商業統計學：概念與應用（Basic Business Statistics: Concepts and Applications）、商業統計學：第一課（Business Statistics: A First Course） 和 使用 Microsoft Excel 和 Minitab 的應用統計學（Applied Statistics for Engineers and Scientists Using Microsoft Excel and Minitab）。他最近還 撰寫了《連你也能學會統計學》（Even You Can Learn Statistics），並共同撰寫了 綠帶與冠軍的六標準差（Six Sigma for Green Belts and Champions） 和 綠帶與冠軍的六標準差設計（Design for Six Sigma for Green Belts and Champions），這些書籍均由 Prentice Hall 出版。 萊文博士擁有紐約市立學院的商業管理學士（B.B.A.）和商業管理碩士（M.B.A.）學位，以及紐約大學的工業工程與運籌學博士（Ph.D.）學位。

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