Download or read book Six Sigma Case Studies with Minitab written by Kishore K. Pochampally and published by CRC Press. This book was released on 2014-02-06 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: What happens when one of the most widely used quality improvement methodologies meets the world’s leading statistical software for quality improvement? Packed with case studies in a variety of sectors, including health care, manufacturing, airlines, and fast food restaurants, Six Sigma Case Studies with Minitab® shows you how to maximize the quality analysis and improvement tools available in Minitab® for your Six Sigma projects. Highly illustrated, the book includes detailed steps and more than 380 screenshots that explain how to use: Confidence Interval Estimation Hypothesis Testing Chi-Square Analysis Process Capability Analysis Binary Logistic Regression Item Analysis Cluster Analysis Mixture Design and Analysis of Experiments Multivariate Analysis Pareto Charts Cause-and-Effect Diagram Gage Repeatability and Reproducibility Analysis Taguchi Design and Analysis of Experiments Factorial Design and Analysis of Experiments Statistical Control Charts The case studies demonstrate the wide range of sectors and uses for Six Sigma and Minitab®. The screenshots provide exceptional detail and the book includes explanations for many Six Sigma terms and an appendix with the contents of the Minitab® worksheets that are referred to in most of the chapters. These features and more give you the tools to meet the challenges of continuous improvement expected in today’s marketplace.

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.

Download or read book Six Sigma Quality Improvement with Minitab written by G. Robin Henderson and published by John Wiley & Sons. This book was released on 2011-06-28 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to enable readers to understand and implement, via the widely used statistical software package Minitab (Release 16), statistical methods fundamental to the Six Sigma approach to the continuous improvement of products, processes and services. The second edition includes the following new material: Pareto charts and Cause-and-Effect diagrams Time-weighted control charts cumulative sum (CUSUM) and exponentially weighted moving average (EWMA) Multivariate control charts Acceptance sampling by attributes and variables (not provided in Release 14) Tests of association using the chi-square distribution Logistic regression Taguchi experimental designs

Download or read book Industrial Statistics with Minitab written by Pere Grima Cintas and published by John Wiley & Sons. This book was released on 2012-10-01 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industrial Statistics with MINITAB demonstrates the use of MINITAB as a tool for performing statistical analysis in an industrial context. This book covers introductory industrial statistics, exploring the most commonly used techniques alongside those that serve to give an overview of more complex issues. A plethora of examples in MINITAB are featured along with case studies for each of the statistical techniques presented. Industrial Statistics with MINITAB: Provides comprehensive coverage of user-friendly practical guidance to the essential statistical methods applied in industry. Explores statistical techniques and how they can be used effectively with the help of MINITAB 16. Contains extensive illustrative examples and case studies throughout and assumes no previous statistical knowledge. Emphasises data graphics and visualization, and the most used industrial statistical tools, such as Statistical Process Control and Design of Experiments. Is supported by an accompanying website featuring case studies and the corresponding datasets. Six Sigma Green Belts and Black Belts will find explanations and examples of the most relevant techniques in DMAIC projects. The book can also be used as quick reference enabling the reader to be confident enough to explore other MINITAB capabilities.

Download or read book Lean Six Sigma Using SigmaXL and Minitab written by Issa Bass and published by McGraw Hill Professional. This book was released on 2009-01-05 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Effectively Execute Lean Six Sigma Projects using SigmaXL and Minitab Written by a Six Sigma Master Black Belt and a Ph.D., this practical guide to Lean Six Sigma project execution follows the DMAIC (Define, Measure, Analyze, Improve, and Control) roadmap. The many real-world examples used in the book offer in-depth theoretical analyses and are implemented using the two most popular statistical software suites--SigmaXL and Minitab. This expert resource covers Lean topics ranging from basic data analysis to complex design of experiments and statistical process control. Harness the power of SigmaXL and Minitab and enable sustained positive operational results throughout your organization with help from this authoritative guide. Lean Six Sigma Using SigmaXL and Minitab explains how to: Define the project goals, project manager, value statement, stakeholders, and risk Schedule tasks using the Gantt chart, critical path analysis, and program evaluation and review technique Capture the voice of internal and external customers Assess the cost of quality Gather data and measure process performance Perform process capabilities analysis Apply Lean Six Sigma metrics to determine baseline performance Implement analysis techniques such as Pareto analysis, value stream mapping, failure mode and effect analysis (FMEA), and regression analysis Identify constraints via factorial experiments, and implement process improvements Monitor production performance using statistical process control

Download or read book Life Cycle Reliability Engineering written by Guang Yang and published by John Wiley & Sons. This book was released on 2007-02-02 with total page 533 pages. Available in PDF, EPUB and Kindle. Book excerpt: As the Lead Reliability Engineer for Ford Motor Company, Guangbin Yang is involved with all aspects of the design and production of complex automotive systems. Focusing on real-world problems and solutions, Life Cycle Reliability Engineering covers the gamut of the techniques used for reliability assurance throughout a product's life cycle. Yang pulls real-world examples from his work and other industries to explain the methods of robust design (designing reliability into a product or system ahead of time), statistical and real product testing, software testing, and ultimately verification and warranting of the final product's reliability

Download or read book Visual Six Sigma written by Ian Cox and published by John Wiley & Sons. This book was released on 2016-06-27 with total page 581 pages. Available in PDF, EPUB and Kindle. Book excerpt: Streamline data analysis with an intuitive, visual Six Sigma strategy Visual Six Sigma provides the statistical techniques that help you get more information from your data. A unique emphasis on the visual allows you to take a more active role in data-driven decision making, so you can leverage your contextual knowledge to pose relevant questions and make more sound decisions. You'll learn dynamic visualization and exploratory data analysis techniques that help you identify occurrences and sources of variation, and the strategies and processes that make Six Sigma work for your organization. The Six Sigma strategy helps you identify and remove causes of defects and errors in manufacturing and business processes; the more pragmatic Visual approach opens the strategy beyond the realms of statisticians to provide value to all business leaders amid the growing need for more accessible quality management tools. See where, why, and how your data varies Find clues to underlying behavior in your data Identify key models and drivers Build your own Six-Sigma experience Whether your work involves a Six Sigma improvement project, a design project, a data-mining inquiry, or a scientific study, this practical breakthrough guide equips you with the skills and understanding to get more from your data. With intuitive, easy-to-use tools and clear explanations, Visual Six Sigma is a roadmap to putting this strategy to work for your company.

Download or read book Six Sigma written by Timothy D. Blackburn and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the reader to Six Sigma, a problem-solving technique for reducing defects and variation in processes. The author uses DMAIC phases (Define, Measure, Analyze, Improve and Control) and a data-centric approach, leveraging applied statistics with Minitab®. Readers are enabled to solve novel problems where there isn't an apparent root cause or solution identified. The author walks readers through an (imaginary) case study, explaining both the DMAIC approach and how to use Minitab in a practical way. The book includes data sets and instructions on how to analyze data in the context of Six Sigma using Minitab. Provides Lean Six Sigma instruction in the context of a case study, between the Green Belt and Black Belt levels; Demystifies the use of the DMAIC phases (Define, Measure, Analyze, Improve and Control); Guides readers clearly how to use Minitab and applied statistics to resolve novel problems; Demonstrates DMAIC and supporting tools in the context of an actual case study; Compatible with Minitab versions 18, 19, 20 and 21; This book is suitable for self-instruction, course textbook, or certification (or general) reference.

Download or read book Lean Six Sigma in Service written by Sandra L. Furterer and published by CRC Press. This book was released on 2016-04-19 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: In real life, data is messy and doesn't always fit into normal statistical distributions. This is especially true in service industries where the variables are, well, variable and directly related to and measured by the constantly changing needs of customers. As the breadth and depth of tools available has increased across the integrated Lean Six S

Download or read book Six Sigma Best Practices written by Dhirendra Kumar and published by J. Ross Publishing. This book was released on 2006-07-15 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: Continuous improvement has become synonymous with the Six Sigma process, where cost reduction and quality improvement have led to greater market share and profits. Leading organizations in diverse industries have begun to further deploy Six Sigma outside of manufacturing to maximize its benefits. This comprehensive training tool and implementation guide delineates how Six Sigma methods can be applied to processes within numerous functional areas of the organization and in diverse industries to achieve strategic and operational business excellence. It presents step-by-step techniques and flow diagrams for integrating Six Sigma as best practices into business development and management. It provides a seamless integration of Six Sigma statistical methodologies that help businesses execute their strategic plans and track both their short- and long-term strategic progress within various areas of their business. Statistical methods employed in Six Sigma are thoroughly explained and their implementation, supported by examples and exercises, is demonstrated via Minitab 14, a popular statistical software package. Six Sigma Best Practices is an ideal text for executive training in planning and leading Six Sigma programs, for Yellow, Green and Black Belt certification programs, for college courses and as a desk reference for practitioners and consultants.

Download or read book 8 Steps to Problem Solving Six Sigma written by Mohit Sharma and published by Zorba Books. This book was released on 2017-08-05 with total page 118 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mohit Sharma is a Genpact Certified Master Black Belt,│ ASQ Certified Black Belt and Motorolla Certified GB. He brings his wealth of experience into this book and shares information, insights, tips and case studies. 8 Steps to Problem Solving – Six Sigma is targeted at top and middle level management professionals. The objective of this book is to give the readers an overview on how to drive continuous improvement within their organisations. The author says in his introduction, “It is my sincere effort to provide readers real-time scenarios to make the learning process more practical. This is why the examples illustrated in this book are from real-life projects, either executed or mentored by me, in the past 15 years.” 8 Steps to Problem Solving – Six Sigma is a handy book for those who want to enhance their careers and their organisations. The real-life case studies and the solutions to problems organisations face have been succinctly outlined by Mr. Sharma to help readers drive persistent change and enhancement.

Download or read book A Guide to Six Sigma and Process Improvement for Practitioners and Students written by Howard S. Gitlow and published by Pearson Education. This book was released on 2015 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thousands of companies have discovered the value of Six Sigma in streamlining operations, cutting costs, improving quality, and increasing profitability. A Guide to Lean Six Sigma and Process Improvement for Practitioners and Students, Second Edition gives green belts, black belts, champions, and students a complete executive framework for understanding quality and implementing Lean Six Sigma. Building on the widely praised first edition, top Six Sigma experts Howard Gitlow and Richard Melnyck add today's most recent and important lean and process control system applications. Step by step, they systematically walk you through the five-step DMAIC implementation process, with detailed examples and many real-world case studies. You'll find practical coverage of Six Sigma statistics and management techniques, and realistic solutions for many common implementation obstacles. Coverage includes: A realistic overview of Six Sigma Management Six Sigma roles, responsibilities, and terminology Managing Six Sigma with Dashboards and Control Charts Mastering each DMAIC phase: Define, Measure, Analyze, Improve, Control Understanding foundational Six Sigma statistics: probability, probability distributions, sampling distributions, and interval estimation Testing hypotheses and designing experiments Pursuing Six Sigma Champion or Green Belt Certification, and more

Download or read book Applied Statistics Manual written by Matthew A. Barsalou and published by Quality Press. This book was released on 2018-12-19 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book was written to provide guidance for those who need to apply statistical methods for practical use. While the book provides detailed guidance on the use of Minitab for calculation, simply entering data into a software program is not sufficient to reliably gain knowledge from data. The software will provide an answer, but the answer may be wrong if the sample was not taken properly, the data was unsuitable for the statistical test that was performed, or the wrong test was selected. It is also possible that the answer will be correct, but misinterpreted. This book provides both guidance in applying the statistical methods described as well as instructions for performing calculations without a statistical software program such as Minitab. One of the authors is a professional statistician who spent nearly 13 years working at Minitab and the other is an experienced and certified Lean Six Sigma Master Black Belt. Together, they strive to present the knowledge of a statistician in a format that can be easily understood and applied by non-statisticians facing real-world problems. Their guidance is provided with the goal of making data analysis accessible and practical. Rather than focusing on theoretical concepts, the book delivers only the information that is critical to success for the practitioner. It is a thorough guide for those who have not yet been exposed to the value of statistics, as well as a reliable reference for those who have been introduced to statistics but are not yet confident in their abilities.

Download or read book Six Sigma for Business Excellence Approach Tools and Applications written by Hemant Urdhwareshe and published by Pearson Education India. This book was released on 2011 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Six Sigma for Business Excellence: Approach, Tools, and Applications, based on the author's first-hand experience in quality engineering, provides a comprehensive coverage of the Six Sigma methodology. This book provides the complete study material for students taking the certified Six Sigma Black Belt and Green Belt examinations conducted internationally by the American Society for Quality (ASQ). At the same time, it adequately fills the need of management professionals with numerous application examples and case studies providing an insight into the practical aspect of implementing Six Sigma tools. The book begins with providing an overview of the evolution of Six Sigma, explains the basic concepts and then takes the readers step by step through the process. The focus is more on enabling the implementation of the Six Sigma tools by providing illustrations, tables, application examples, and templates as well as Minitab and Excel data files for project work and exercises in the soft form on a CD accompanying the book. The templates carried in the book include the Sigma calculator, Six Sigma project review checklist, process mapping, confidence intervals, hypothesis tests, project charter, and measurement systems analysis (Gauge R & R Study). The CD also contains a 30-day trial version of the Minitab and SigmaXL software programs.

Download or read book Six Sigma Statistics with EXCEL and MINITAB Chapter 11 Design of Experiment written by Issa Bass and published by McGraw Hill Professional. This book was released on 2007-07-01 with total page 18 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is a chapter from Six Sigma Statistics with Excel and MINITAB. This is a comprehensive and easy-to-use guide for understanding and using Excel and MINITAB programs for Six Sigma statistical data analysis. Each chapter includes relevant theory and technique, step-by-step exercises, case studies, graphical illustrations and screen shots for performing the techniques in both Excel and MINITAB.

Download or read book Six Sigma Statistics with EXCEL and MINITAB Chapter 7 Statistical Process Control written by Issa Bass and published by McGraw Hill Professional. This book was released on 2007-07-01 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is a chapter from Six Sigma Statistics with Excel and MINITAB. This is a comprehensive and easy-to-use guide for understanding and using Excel and MINITAB programs for Six Sigma statistical data analysis. Each chapter includes relevant theory and technique, step-by-step exercises, case studies, graphical illustrations and screen shots for performing the techniques in both Excel and MINITAB.

Download or read book Introduction to Engineering Statistics and Lean Sigma written by Theodore T. Allen and published by Springer Science & Business Media. This book was released on 2010-04-23 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: Lean production, has long been regarded as critical to business success in many industries. Over the last ten years, instruction in six sigma has been increasingly linked with learning about the elements of lean production. Introduction to Engineering Statistics and Lean Sigma builds on the success of its first edition (Introduction to Engineering Statistics and Six Sigma) to reflect the growing importance of the "lean sigma" hybrid. As well as providing detailed definitions and case studies of all six sigma methods, Introduction to Engineering Statistics and Lean Sigma forms one of few sources on the relationship between operations research techniques and lean sigma. Readers will be given the information necessary to determine which sigma methods to apply in which situation, and to predict why and when a particular method may not be effective. Methods covered include: • control charts and advanced control charts, • failure mode and effects analysis, • Taguchi methods, • gauge R&R, and • genetic algorithms. The second edition also greatly expands the discussion of Design For Six Sigma (DFSS), which is critical for many organizations that seek to deliver desirable products that work first time. It incorporates recently emerging formulations of DFSS from industry leaders and offers more introductory material on the design of experiments, and on two level and full factorial experiments, to help improve student intuition-building and retention. The emphasis on lean production, combined with recent methods relating to Design for Six Sigma (DFSS), makes Introduction to Engineering Statistics and Lean Sigma a practical, up-to-date resource for advanced students, educators, and practitioners.