Applied Statistics for the Six Sigma Green Belt
Walker, H. Fred, Gupta, Bhisham C.
This book is a desk reference for Six Sigma green belts or beginners who are not familiar with statistics. As Six Sigma team members, green belts will help select, collect data for, and assist with the interpretation of a variety of statistical or quantitative tools within the context of the Six Sigma methodology. This book will serve as an excellent instructional tool developing a strong understanding of basic statistics including how to describe data both graphically and numerically. It’s specific focus is on concepts, applications, and interpretations of the statistical tools used during, and as part of, the Design, Measure, Analyze, Improve, and Control (DMAIC) methodology. Unlike most books for Six Sigma beginners, this book is not just an explanation of Six Sigma, it offers actual tools and theories to help practitioners better understand and perform their jobs in collecting and analyzing data. Readers using this book will learn to understand the benefits of data as an objective measure, as well as the process of using selected tools for analyzing data and how to make decisions based on quantitative inputs.
Content:
Front Matter
List of Figures
List of Tables
Introduction
Preface
Table of Contents
1. Setting the Context for Six Sigma
2. Getting Started with Statistics
3. Describing Data Graphically
4. Describing Data Numerically
5. Probability
6. Discrete Random Variables and Their Probability Distributions
7. Continuous Random Variables and Their Probability Distributions
8. Sampling Distributions
9. Point and Interval Estimation
10. Hypothesis Testing
11. Computer Resources to Support Applied Statistics: Using MINITAB® and JMP® Statistical Software
Glossary
Appendix
Bibliography
About the Authors
Index
Contents of CD-ROM
Content:
Front Matter
List of Figures
List of Tables
Introduction
Preface
Table of Contents
1. Setting the Context for Six Sigma
2. Getting Started with Statistics
3. Describing Data Graphically
4. Describing Data Numerically
5. Probability
6. Discrete Random Variables and Their Probability Distributions
7. Continuous Random Variables and Their Probability Distributions
8. Sampling Distributions
9. Point and Interval Estimation
10. Hypothesis Testing
11. Computer Resources to Support Applied Statistics: Using MINITAB® and JMP® Statistical Software
Glossary
Appendix
Bibliography
About the Authors
Index
Contents of CD-ROM
श्रेणियाँ:
साल:
2005
प्रकाशन:
American Society for Quality (ASQ)
भाषा:
english
पृष्ठ:
412
ISBN 10:
1621980715
ISBN 13:
9781621980711
फ़ाइल:
PDF, 7.23 MB
IPFS:
,
english, 2005