Levine David M.

Statistics for Six Sigma Green Belts with Minitab and JMP (eBook, PDF)

• Format: PDF

Produktbeschreibung

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

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Produktdetails

• Verlag: Pearson ITP
• Seitenzahl: 400
• Altersempfehlung: ab 18 Jahre
• Erscheinungstermin: 2. Juni 2006
• Englisch
• ISBN-13: 9780132054652
• Artikelnr.: 38014703

Autorenporträt

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.

Inhaltsangabe

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