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Statistics For Six Sigma Green Belts
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Book Synopsis Applied Statistics for the Six Sigma Green Belt by : Bhisham C. Gupta
Download or read book Applied Statistics for the Six Sigma Green Belt written by Bhisham C. Gupta and published by ASQ Quality Press. This book was released on 2005-01-01 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Statistics for the Six Sigma Green Belt 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. Ites 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. Preview a sample chapter from this book along with the full table of contents by clicking here. You will need Adobe Acrobat to view this pdf file.
Book Synopsis Statistical Quality Control for the Six Sigma Green Belt by : Bhisham C. Gupta
Download or read book Statistical Quality Control for the Six Sigma Green Belt written by Bhisham C. Gupta and published by Quality Press. This book was released on 2007-06-30 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a desk reference and instructional aid for those individuals currently involved with, or preparing for involvement with, Six Sigma project teams. As Six Sigma team members, Green Belts 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. The second in a four-book series geared specifically for these Green Belt activities, this book provides a thorough discussion of statistical quality control (SQC) tools. These tools are introduced and discussed from the perspective of application rather than theoretical development. From this perspective, readers are taught to consider the SQC tools as statistical “alarm bells” that send signals when there are one or more problems with a particular process. Guidance is also given on the use of Minitab and JMP in doing these various SQC applications. In addition, examples and sample problems from all industries appear throughout the book to aid a Green Belt's comprehension of the material.
Book Synopsis Statistics for Six Sigma Green Belts with Minitab and JMP by : David Levine
Download or read book Statistics for Six Sigma Green Belts with Minitab and JMP written by David Levine and published by Pearson Education. This book was released on 2008-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
Book Synopsis Statistics for Six Sigma Green Belts by : David M. Levine
Download or read book Statistics for Six Sigma Green Belts written by David M. Levine and published by Prentice Hall. This book was released on 2006 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: To make Six Sigma work, executive and managerial "greenbelts" and "champions" need to understand core statistical concepts and techniques--but they don't need to become professional statisticians. Now, there's a concise, non-mathematical guide to all the statistics they need--and none of the statistics they don't need. The author shows them exactly how to capture the right information, make sense of it, and use it to improve quality throughout the entire Six Sigma DMAIC process. Levine illuminates topics ranging from statistical process control and experimental design to regression analysis and hypothesis testing. Drawing on the experience that has made him one of the world's most honored statistics educators, Levine presents statistical topics with the least possible mathematics. Throughout, he teaches through realistic examples--including many examples from the service industries, among the fastest-growing areas of Six Sigma implementation.
Book Synopsis Applied Statistics for the Six Sigma Green Belt by : Bhisham C. Gupta
Download or read book Applied Statistics for the Six Sigma Green Belt written by Bhisham C. Gupta and published by . This book was released on 2005 with total page 367 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The ASQ Pocket Guide to Statistics for Six Sigma Black Belts by : Matthew A. Barsalou
Download or read book The ASQ Pocket Guide to Statistics for Six Sigma Black Belts written by Matthew A. Barsalou and published by Quality Press. This book was released on 2014-11-14 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: Six Sigma Black Belts are expected to have the skills of a good experimenter, possessing both a deep understanding of statistics and a knowledge of the industry in which they work. This book is written for the Six Sigma Black Belt who needs an understanding of many statistical methods but does not use all of these methods every day. It is intended to be used as a quick reference, providing basic details and formulas. The methods presented here are laid out according to the Six Sigma DMAIC (Define, Measure, Analyze, Improve, Control) phases in which they are typically used. Included in appendices are a flowchart that provides the correct statistical test for a given use and type; flowcharts depicting the five steps for hypothesis testing; the statistical formulas in tables to serve as a quick reference; and statistical tables.
Book Synopsis Six Sigma Statistics Using Minitab 19 by : Rehman Khan
Download or read book Six Sigma Statistics Using Minitab 19 written by Rehman Khan and published by . This book was released on 2020-01-19 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do you like to learn? Is it by reading textbooks? Or do you want to learn by doing and seeing the results for yourself? If so, this book is for you as it is written as a teaching guide. The book aims to teach using example-based learning so you can learn data analysis and problem-solving at the Green Belt level. The author recognised that Six Sigma Green and Black belts needed more support to understand the complex statistical techniques used within Six Sigma, but this had to be delivered effectively. In this book, the author uses his experience of industrial process improvement and Minitab training to provide Six Sigma Green Belts with the learning support they need to drive Minitab 19. Key Features of this book are: -Covers all main topics used by Six Sigma Green Belts in easy to understand language. -Improved and updated for Minitab 19.-The main Six Sigma tools are explained. It uses example-based learning with hundreds of screenshots in the book.-Focusses on using the Assistant and includes features such as Sequential DOE and Multiple Regression.-The data sets for the examples and exercises are available to download from www.rmksixsigma.com; along with model answers. -Support Videos are also available from the RMK Six Sigma Youtube channel.-Examples cover both continuous and attribute data where possible.
Book Synopsis Lean Six Sigma Statistics by : Alastair Muir
Download or read book Lean Six Sigma Statistics written by Alastair Muir and published by McGraw Hill Professional. This book was released on 2005-10-19 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: The marriage between Lean Manufacturing and Six Sigma has proven to be a powerful tool for cutting waste and improving the organization’s operations. This third book in the Six Sigma Operations series picks up where other books on the subject leave off by providing the six sigma practioners with a statistical guide for solving problems they may encounter in implementing and managing a Lean Six Sigma programs. The book draws it examples from all sectors of business ranging from financial to manufacturing providing the reader with a wealth of case studies and as numerous worked out equations which are designed to facilitate the full potential of any Lean Six Sigma project.
Book Synopsis Statistics For Six Sigma Green Belts by : Levine
Download or read book Statistics For Six Sigma Green Belts written by Levine and published by . This book was released on 2006 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Certified Six Sigma Green Belt Handbook, Second Edition by : Roderick A. Munro
Download or read book The Certified Six Sigma Green Belt Handbook, Second Edition written by Roderick A. Munro and published by Quality Press. This book was released on 2015-05-13 with total page 693 pages. Available in PDF, EPUB and Kindle. Book excerpt: This reference manual is designed to help those interested in passing the ASQ's certification exam for Six Sigma Green Belts and others who want a handy reference to the appropriate materials needed to conduct successful Green Belt projects. It is a reference handbook on running projects for those who are already knowledgeable about process improvement and variation reduction. The primary layout of the handbook follows the ASQ Body of Knowledge (BoK) for the Certified Six Sigma Green Belt (CSSGB) updated in 2015. The authors were involved with the first edition handbook, and have utilized first edition user comments, numerous Six Sigma practitioners, and their own personal knowledge gained through helping others prepare for exams to bring together a handbook that they hope will be very beneficial to anyone seeking to pass the ASQ or other Green Belt exams. In addition to the primary text, the authors have added a number of new appendixes, an expanded acronym list, new practice exam questions, and other additional materials
Book Synopsis Statistics for Six Sigma Made Easy by : Warren Brussee
Download or read book Statistics for Six Sigma Made Easy written by Warren Brussee and published by McGraw Hill Professional. This book was released on 2004-06-02 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: A veteran GE manager explains the tools of Six Sigma--in plain English This is the first simple, low-level guide to using the powerful statistical tools of Six Sigma to solve real-world problems. Warren Brussee, a Six Sigma manager who helped his teams generate millions of dollars in savings, shows how to plot, interpret, and validate data for a Six Sigma project. The basic statistical tools in the book can be applied to manufacturing, sales, marketing, process, equipment design, and more. Best of all, no background in statistics is required to start improving quality and initiating cost-saving improvements right away. Features dozens of Six Sigma statistical problem-solving case studies Presents a simplified form of the most common Six Sigma tools Simplifies Greenbelt training with one concise reference Explains how to use Excel to make Six Sigma problem-solving calculations Includes all the basic Six Sigma formulas and tables
Book Synopsis Six Sigma for Powerful Improvement by : Charles T. Carroll
Download or read book Six Sigma for Powerful Improvement written by Charles T. Carroll and published by CRC Press. This book was released on 2013-05-09 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although the Six Sigma Define-Measure-Analyze-Improve-Control (DMAIC) methodology is a widely accepted tool for achieving efficient management of all aspects of operations, there are still many unwarranted concerns about its perceived complexity and implementation costs. Dispelling these myths, Six Sigma for Powerful Improvement: A Green Belt DMAIC Training System with Software Tools and a 25-Lesson Course clarifies the long-accepted statistical and logical processes of Six Sigma and provides you with tools you can use again and again in your own "real world" projects—removing any doubts regarding their simplicity and "doability.". Not only does the book provide you with reasons for using the tools, it reveals the underlying doctrines, formulas, and steps required. Although the tools and techniques presented are specifically associated with the DMAIC philosophy, they are applicable across a wide range of management and improvement scenarios. Explaining Six Sigma processes in language that's easy to understand, the book starts with an overview, followed by specific techniques and procedures. It presents detailed, illustrated lesson segments that include an agenda, roadmap, objectives, and a list of takeaway concepts. It also: Provides seven separate Excel tool templates—each with its own user guide and additional smaller tools Presents completed Excel sample workbooks for each tool to facilitate your comprehension and utilization confidence Includes downloadable resources with a PowerPoint-based DMAIC training course, the aforementioned Excel-based Six Sigma tools and workbooks, and extensive instructor’s notes embedded in each lesson Trained as and employed as a Black Belt and later as a Master Black Belt, the author presents doctrines and procedures with a strong pedigree and history of success. The book uses hundreds of figures and tables to illustrate key concepts and also makes them available in full-color on the downloadable resources. This is also true of the figures in the user guides that document the accompanying tools. For each of the tools, the book includes a completed sample workbook. The PowerPoint and Excel lessons and tools are provided in both 2007 and 97-2003 versions.
Book Synopsis Lean Six Sigma and Statistical Tools for Engineers and Engineering Managers by : Wei Zhan
Download or read book Lean Six Sigma and Statistical Tools for Engineers and Engineering Managers written by Wei Zhan and published by Momentum Press. This book was released on 2015-11-16 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on the introduction of the basic concepts, processes, and tools used in Lean Six Sigma. A unique feature is the detailed discussion on Design for Six Sigma aided by computer modeling and simulation. The authors present several sample projects in which Lean Six Sigma and Design for Six Sigma were used to solve engineering problems or improve processes based on their own research and development experiences in engineering design and analysis. This book is intended to be a textbook for advanced undergraduate students, graduate students in engineering, and mid-career engineering professionals. It can also be a reference book, or be used to prepare for the Six Sigma Green Belt and Black Belt certifications by organizations such as American Society for Quality.
Book Synopsis Six Sigma Statistics Using Minitab17 by : Rehman M. Khan
Download or read book Six Sigma Statistics Using Minitab17 written by Rehman M. Khan and published by Createspace Independent Publishing Platform. This book was released on 2016-10-09 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Six Sigma Statistics using Mintab 17, Green Belt Edition, is the exciting new book from author Rehman M. Khan. The author uses his experience of industrial process improvement and Minitab training to provide Six Sigma Green Belts and Minitab beginners the support they need to get to grips with Minitab 17. The key topics for Six Sigma practitioners are taught using simple example based learning. Exercises are then used to ensure the learning has been captured.Key Features of this book are:* Covers all main topics used by Six Sigma Green Belts, including DOE for Green Belts.* Focusses on Green Belts and those new to Minitab.* Focusses on using the Assistant and includes new features such as Sequential DOE and Multiple Regression.* Main Six Sigma tools are explained in easy to understand language.* Uses example based learning with thousands of screen shots in the book.* Uses brand new data sets for the examples and exercises. All available to download from www.rmksixsigma.com.* Model answers to exercises are available from www.rmksixsigma.com.* Examples cover both continuous and attribute data where possible.
Book Synopsis Six Sigma Statistics with EXCEL and MINITAB by : Issa Bass
Download or read book Six Sigma Statistics with EXCEL and MINITAB written by Issa Bass and published by McGraw Hill Professional. This book was released on 2007-07-18 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.
Book Synopsis Six Sigma Green Belt Certification Project by : Reiner Hutwelker
Download or read book Six Sigma Green Belt Certification Project written by Reiner Hutwelker and published by Springer Nature. This book was released on 2019-11-15 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book helps professionals to turn their own Six Sigma projects into reality. Using a sample project, the book guides readers through all aspects of Six Sigma, from identifying and defining a suitable project topic, to sustainably managing its success in the control phase. By demonstrating all the necessary steps supported by a DMAIC software guide, it makes the application of the sequentially linked DMAIC tools easy to understand and directly transferable to typical Six Sigma business projects. Further, each chapter provides numerous questions and answers, tasks and the framework for an environmental standard project. This book is an essential part of the author’s teaching material on the topic, which also includes the software ‘sigmaGuide’, a template for project documentation and several hours of video content featuring course materials on edX Learning Community.
Book Synopsis The ASQ Certified Six Sigma Yellow Belt Handbook by : Govindarajan Ramu
Download or read book The ASQ Certified Six Sigma Yellow Belt Handbook written by Govindarajan Ramu and published by Quality Press. This book was released on 2022-06-30 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook is a helpful guide to Six Sigma process improvement and variation reduction. Individuals studying to pass the ASQ Certified Six Sigma Yellow Belt (CSSYB) exam will find this comprehensive text invaluable for preparation, and it is also a handy reference for those already working in the field. The handbook offers a comprehensive understanding of the Body of Knowledge (BoK), which will allow readers to support real Six Sigma projects in their current or future roles. This handbook, updated to reflect the 2022 BoK, includes: - A detailed explanation of each section of the CSSYB BoK - Essay-type questions in each chapter to test reading comprehension - Numerous appendices, a comprehensive list of abbreviations, and a glossary of useful terms - Online contents, including practice exam questions - Source lists, which include webinars, tools and templates, and helpful publications
