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Six Sigma Statistics with EXCEL and MINITAB |  |
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Six Sigma Statistics with EXCEL and MINITAB | |
Master the Statistical Techniques for Six Sigma Operations, While Boosting Your Excel and Minitab Skills!
Now with the help of this “one-stop” resource, operations and production managers can learn all the powerful statistical techniques for Six Sigma operations, while becoming proficient at Excel and Minitab at the same time.
Six Sigma Statistics with Excel and Minitab offers a complete guide to Six Sigma statistical methods, plus expert coverage of Excel and Minitab, two of today's most popular programs for statistical analysis and data visualization.
Written by a seasoned Six Sigma Master Black Belt, the book explains how to create and interpret dot plots, histograms, and box plots using Minitab…decide on sampling strategies, sample size, and confidence intervals…apply hypothesis tests to compare variance, means, and proportions…conduct a regression and residual analysis…design and analyze an experiment…and much more.
Filled with clear, concise accounts of the theory for each statistical method presented, Six Sigma Statistics with Excel and Minitab features: Easy-to-follow explanations of powerful Six Sigma tools A wealth of exercises and case studies 200 graphical illustrations for Excel and Minitab
Essential for achieving Six Sigma goals in any organization, Six Sigma Statistics with Excel and Minitab is a unique, skills-building toolkit for mastering a wide range of vital statistical techniques, and for capitalizing on the potential of Excel and Minitab.
Six Sigma Statistical with Excel and Minitab offers operations and production managers a complete guide to Six Sigma statistical techniques, together with expert coverage of Excel and Minitab, two of today's most popular programs for statistical analysis and data visualization.
Written by Issa Bass, a Six Sigma Master Black Belt with years of hands-on experience in industry, this on-target resource takes readers through the application of each Six Sigma statistical tool, while presenting a straightforward tutorial for effectively utilizing Excel and Minitab. With the help of this essential reference, managers can: Acquire the basic tools for data collection, organization, and description Learn the fundamental principles of probability Create and interpret dot plots, histograms, and box plots using Minitab Decide on sampling strategies, sample size, and confidence intervals Apply hypothesis tests to compare variance, means, and proportions Stay on top of production processes with statistical process control Use process capability analysis to ensure that processes meet customers' expectations Employ analysis of variance to make inferences about more than two population means Conduct a regression and residual analysis Design and analyze an experiment
In addition, Six Sigma Statistics with Excel and Minitab enables you to develop a better understanding of the Taguchi Method…use measurement system analysis to find out if measurement processes are accurate…discover how to test ordinal or nominal data with nonparametric statistics…and apply the full range of basic quality tools.
Filled with step-by-step exercises, graphical illustrations, and screen shots for performing Six Sigma techniques on Excel and Minitab, the book also provides clear, concise explanations of the theory for each of the statistical tools presented.
Authoritative and comprehensive, Six Sigma Statistics with Excel and Minitab is a valuable skills-building resource for mastering all the statistical techniques for Six Sigma operations, while harnessing the power of Excel and Minitab.
作者简介Issa Bass is a Six Sigma Master Black Belt and Six Sigma project leader for Kenco Group, Inc. He is the founding editor of SixSigmaFirst.com.
目录Chapter 1. Introduction Chapter 2. Introduction to Minitab and Excel Chapter 3. Basic tool for data collection, organization and description Chapter 4. Introduction to Basic Probability Chapter 5. How to Determine, Analyze, and Interpret Your Samples Chapter 6. Hypothesis Testing Chapter 7. Statistical Process Control Chapter 8. Process Capability Analysis Chapter 9. Analysis of Variance Chapter 10. Regression Analysis Chapter 11. Design of Experiment Chapter 12. The Taguchi Method Chapter 13. Measurement Systems Analysis--MSA: Is Your Measurement Process Lying to You? Chapter 14. Nonparametric Statistics Chapter 15. Pinpointing the Vital Few Root Causes Index
网友对Six Sigma Statistics with EXCEL and MINITAB的评论
Although much of Six Sigma are about processes and best practices, its central methodology is collecting useful data and utilizing statistical tools for analysis of the data, decision making, and continuous improvement. I am a Six Sigma Black Belt and I have found this book useful for Six Sigma statistical analysis.
If you are clueless about statistics, then you can't fully understand or utilize the benefits of Six Sigma. Luckily, the math required for Six Sigma statistical analysis is not hard. Most of the time, all you need to know is basic arithmetic. You don't even need MiniTab (Excel is perfectly fine for all Six Sigma statistics). Although the book provides pictures of both MiniTab and Excel, the book gears more towards MiniTab.
This book does an unusually excellent job of explaining the fundamentals of statistics (standard deviation, coefficients, probability distributions, correlations etc). Its explanations of more advance topics, however, such as ANOVA and Regression was little too simplified and left a lot wanting.
This book is not written as a statistics practice book. You won't find tons of practice questions but just enough to allow you to understand the material. If you want to perfect your statistical knowledge and application, I recommend purchasing a separate statistical workbook.
Instead, this book shines as a reference for fundamental Six Sigma statistics. Reading and understanding the materials contained in this book certainly will not make you an expert in Six Sigma statistics. But it will give you a good fundamental base.
I highly recommend this book for those who want the necessary basic familiarity of Six Sigma statistics, which should be enough for most Six Sigma belt holders (including Six Sigma Black Belts).
Need to learn how to create a pareto chart in excel? Need to understand the difference between running a c or p chart in minitab? Want to effectively use excel for your MSA or DOE? This book provides the guidance to create these reports in both mini-tab and in excel. It is a one stop shop cook book for creating reports and running analysis in both Excel and MiniTab. It is not a book to teach or learn the fundamental techniques for SS - but rather, a book which gives SS practitioners the ability to quickly run their analysis using either of these tools.
Required reading for a six sigma class. Unless you know statistics or remember statistics - it's totally useless. I guess that was the assumption in the degree program I'm taking. The book is probably helpful if you already know what you're doing. Every graph/chart I tried to look up to get help with on how to do it in mini-tab was explained with more statistics - useless. Talk about throwing money in the trash.
Excellent material about Six Sigma statistical tools and its applications on industrial processes. It focus on how to apply this statistical tools on Minitab and gives examples on Excel also (where it applies). A very well written resource for those people that are beginning with six sigma and doesn't have the knowledge about statistics.
perfect - thanksperfect - thanksperfect - thanks
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