The Six Sigma Practitioner's Guide to Data Analysis, 2nd Ed PDF Download
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Author: Donald J. Wheeler
Publisher: S P C Press
ISBN: 9780945320715
Category : Costs, Industrial
Languages : en
Pages : 0
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Book Description
Author: Donald J. Wheeler
Publisher: S P C Press
ISBN: 9780945320715
Category : Costs, Industrial
Languages : en
Pages : 0
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Book Description
Author: Mikel J. Harry
Publisher: John Wiley & Sons
ISBN: 1118210212
Category : Technology & Engineering
Languages : en
Pages : 827
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Book Description
This hands-on book presents a complete understanding of Six Sigma and Lean Six Sigma through data analysis and statistical concepts In today's business world, Six Sigma, or Lean Six Sigma, is a crucial tool utilized by companies to improve customer satisfaction, increase profitability, and enhance productivity. Practitioner's Guide to Statistics and Lean Six Sigma for Process Improvements provides a balanced approach to quantitative and qualitative statistics using Six Sigma and Lean Six Sigma methodologies. Emphasizing applications and the implementation of data analyses as they relate to this strategy for business management, this book introduces readers to the concepts and techniques for solving problems and improving managerial processes using Six Sigma and Lean Six Sigma. Written by knowledgeable professionals working in the field today, the book offers thorough coverage of the statistical topics related to effective Six Sigma and Lean Six Sigma practices, including: Discrete random variables and continuous random variables Sampling distributions Estimation and hypothesis tests Chi-square tests Analysis of variance Linear and multiple regression Measurement analysis Survey methods and sampling techniques The authors provide numerous opportunities for readers to test their understanding of the presented material, as the real data sets, which are incorporated into the treatment of each topic, can be easily worked with using Microsoft Office Excel, Minitab, MindPro, or Oracle's Crystal Ball software packages. Examples of successful, complete Six Sigma and Lean Six Sigma projects are supplied in many chapters along with extensive exercises that range in level of complexity. The book is accompanied by an extensive FTP site that features manuals for working with the discussed software packages along with additional exercises and data sets. In addition, numerous screenshots and figures guide readers through the functional and visual methods of learning Six Sigma and Lean Six Sigma. Practitioner's Guide to Statistics and Lean Six Sigma for Process Improvements is an excellent book for courses on Six Sigma and statistical quality control at the upper-undergraduate and graduate levels. It is also a valuable reference for professionals in the fields of engineering, business, physics, management, and finance.
Author: Donald J. Wheeler
Publisher: Spc Press
ISBN: 9780945320623
Category : Business & Economics
Languages : en
Pages : 410
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Book Description
Author: Ian Wedgwood PhD
Publisher: Pearson Education
ISBN: 0132712830
Category : Business & Economics
Languages : en
Pages : 591
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Book Description
The Practical, Easy-to-Use Guide to Lean Sigma Problem-Solving Lean Sigma delivers results–if you use the right tools and techniques. In Lean Sigma: A Practitioner’s Guide, Dr. Ian Wedgwood captures best-practice Lean Sigma experience from multiple projects and industries, helping any professional identify the solution that will work best–and implement it. Wedgwood’s exclusive "project roadmaps" present the fastest, most effective route to solving a wide range of problems–and explain why those solutions make sense. His "discovery roadmaps" help you identify potential Lean Sigma projects, even in processes where there are no obvious targets. Whether you’re a Green Belt, Black Belt, Master, Project Champion, Sponsor, Deployment Leader, or consultant, this book will help you use Lean Sigma to solve far more problems, far more rapidly, and far more effectively.
Author: David Loshin
Publisher: Elsevier
ISBN: 9780080920344
Category : Computers
Languages : en
Pages : 432
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Book Description
The Practitioner's Guide to Data Quality Improvement offers a comprehensive look at data quality for business and IT, encompassing people, process, and technology. It shares the fundamentals for understanding the impacts of poor data quality, and guides practitioners and managers alike in socializing, gaining sponsorship for, planning, and establishing a data quality program. It demonstrates how to institute and run a data quality program, from first thoughts and justifications to maintenance and ongoing metrics. It includes an in-depth look at the use of data quality tools, including business case templates, and tools for analysis, reporting, and strategic planning. This book is recommended for data management practitioners, including database analysts, information analysts, data administrators, data architects, enterprise architects, data warehouse engineers, and systems analysts, and their managers. Offers a comprehensive look at data quality for business and IT, encompassing people, process, and technology. Shows how to institute and run a data quality program, from first thoughts and justifications to maintenance and ongoing metrics. Includes an in-depth look at the use of data quality tools, including business case templates, and tools for analysis, reporting, and strategic planning.
Author: Ian Cox
Publisher: John Wiley & Sons
ISBN: 1118905687
Category : Business & Economics
Languages : en
Pages : 581
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Book Description
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.
Author: Ian Wedgwood
Publisher: Pearson
ISBN: 9780133991031
Category : Business & Economics
Languages : en
Pages : 0
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Book Description
The Practical Guide to Lean Sigma Problem-Solving-- Expanded & Updated! Lean Sigma delivers results--if you use the right tools and techniques. In this thoroughly updated edition, Ian Wedgwood details his proven best-practices from more than sixty successful Six Sigma and Lean deployments in multiple industries, helping you identify and apply the solutions that will work best in your projects. This expanded edition of Lean Sigma: A Practitioner''s Guide offers detailed guidance on process improvement, standardization, accelerated improvement, and more. Wedgwood helps you identify potential Lean Sigma projects, even in processes without obvious targets. He illuminates fast, effective routes to solving specific business problems, and explains why these solutions work. Next, he presents detailed "tools roadmaps": step-by-step instructions showing exactly how and when to use each of these tools: * 5 Whys * 5S * Affinity * ANOVA * Box plot * Capability * C&E matrix * Chi-Square * Concept ideation, design, selection * Control charts * Control plan summary * Core process map * Critical path analysis * Customer interviewing * Customer requirements tree * Customer surveys * D-Study * Demand profiling * Demand segmentation * DOE * Fishbone diagram * Handoff map * KPOVs & data * Load chart * MSAs * Multi-Cycle analysis * Multi-Vari studies * Murphy''s analysis * Normality test * OEE * Pareto chart * Process performance mgmt. * Poka Yoke * Process board * Process FMEA * Process scorecard /dashboard * Process variables (I/O) map * Project charter * Pull systems & Kanban * Rapid changeover (SMED) * Regression * SIPOC * Spaghetti map * Standard work instructions * SPC * Swimlane map * Test of equal variance * Time * Total productive maintenance * T-tests * Value stream map With this guide, all Green, Black, or Master Black Belts will benefit from decades of Six Sigma and Lean consulting experience. Register your product at informit.com/register for convenient access to downloads, updates, and corrections as they become available
Author: Wei Zhan
Publisher: Momentum Press
ISBN: 1606504932
Category : Technology & Engineering
Languages : en
Pages : 272
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Book Description
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.
Author: Ian Cox
Publisher: John Wiley & Sons
ISBN: 0470564091
Category : Business & Economics
Languages : en
Pages : 545
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Book Description
Because of its unique visual emphasis, Visual Six Sigma opens the doors for you to take an active role in data-driven decision making, empowering you to leverage your contextual knowledge to pose relevant questions and make sound decisions. This book shows you how to leverage dynamic visualization and exploratory data analysis techniques to: See the sources of variation in your data Search for clues in your data to construct hypotheses about underlying behavior Identify key drivers and models Shape and build your own real-world Six Sigma experience Whether you 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 strategies, process, and road map to put Visual Six Sigma to work for your company. Broaden and deepen your implementation of Visual Six Sigma with the intuitive and easy-to-use tools found in Visual Six Sigma: Making Data Analysis Lean.
Author: Howard S. Gitlow
Publisher: Pearson Education
ISBN: 0133925366
Category : Business & Economics
Languages : en
Pages : 515
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Book Description
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
