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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.
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.
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Six Sigma is one of the most widely used quality improvement methodologies today, both in manufacturing and service industries. Minitab is a statistical software package that is often used in conjunction with Six Sigma projects. This book illustrates the application of Minitab for Six Sigma projects, using case studies in a variety of sectors, such as healthcare, manufacturing, airline, and fast food. Detailed steps and screenshots are provided to explain how to use a number of quality analysis and improvement tools in Minitab. Figures will include Minitab screenshots and Minitab worksheets for the case studies will be available for download.
Reduce Operational Cost and Risk.
Lean Manufacturing, also called lean production, was originally created in Toyota after the Second World War, in the reconstruction period. It is based on the idea of eliminating any waste in the industry, i.e. any activity or task that does not add value and requires resources. It is considered in every level of the industry, e.g. design, manufacturing, distribution, and customer service. The main wastes are: over-production against plan; waiting time of operators and machines; unnecessary transportation; waste in the process itself; excess stock of material and components; non value-adding motion; defects in quality. The diversity of these issues will be covered from algorithms, mathematical models, and software engineering by design methodologies and technical or practical solutions. This book intends to provide the reader with a comprehensive overview of the current state, cases studies, hardware and software solutions, analytics, and data science in dependability engineering.
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.
PROVEN STRATEGIES FOR REVOLUTIONIZING HEALTHCARE SYSTEMS "If I had to sum up this book in one word, the word would be 'brilliant'! This is one of the most insightful books on TOC, not just for healthcare, that I have ever read." --BOB SPROULL, author of The Ultimate Improvement Cycle: Maximizing Profits through the Integration of Lean, Six Sigma, and the Theory of Constraints Performance Improvement for Healthcare: Leading Change with Lean, Six Sigma, and Constraints Management lays out an integrated approach for using three industrially based methods to transform hospital operations in terms of patient outcomes and experience, financial viability, and employee satisfaction. This pioneering guide presents a scalable strategy for managing bottlenecks, eliminating waste, reducing errors, and containing costs in healthcare organizations, as well as sustaining the gains achieved. Real-world case studies illustrate successful performance improvement implementations that have realized breakthrough operational and financial results. COVERAGE INCLUDES: Constraints Management applications in healthcare The NOVACES SystemCPI--an integrated performance improvement deployment approach Three-part assessment--strategic gap analysis, system-level value stream analysis, and system constraint analysis Planning a performance improvement program deployment to ensure timely and consistent execution Applying the right tool to the right problem from a system perspective Sustaining gains achieved by the performance improvement team Defining a path to self-sufficiency
Lean Six Sigma, Simplified **An Extensive Introduction to the Concepts That Drive Lean Six Sigma, Applicable to All Industries and All Experience Levels** For decades, the data-driven and analytical business improvement and quality control program Lean Six Sigma has been revolutionizing the way organizations of all sizes gain and retain competitive edge. This hybrid system, built on the foundations of Lean manufacturing and Six Sigma quality, brings waste reduction, unparalleled world-class quality, and the voice of the customer to the forefront. Now released in a second edition to reflect the newest innovations and learning within the world of Lean Six Sigma! The Lean Six Sigma QuickStart Guide was created for both novice-level learners and experts looking to revisit the fundamentals. Built with accessibility in mind, the Lean Six Sigma QuickStart Guide is a learn-and-go entry point into this powerful business success methodology. Don’t let your organization get left behind. Lean Six Sigma is unlocking new levels of customer satisfaction, waste reduction, and quality management for truly massive international firms as well as rapidly growing startups and everyone in between. Other learning aids are filled with jargon and inflexible concepts; the Lean Six Sigma QuickStart Guide from ClydeBank Business is an elegant and learning-optimized look at the technical and conceptual components of Lean Six Sigma. Hassle-free learning for beginners and experts alike Now released in an expanded second edition, this ClydeBank Business bestseller closes the learning gap for beginners and provides a valuable and intuitive resource for experts. Lean Six Sigma has never been more accessible! Concepts Are Broken Down into Bite-Sized Chunks with Extensive Charts, Graphs and Illustrations to Assist in the Learning Process Learning for academic purposes? This QuickStart Guide has you covered too. We take an academic approach to the Lean Business model as well as looking at real world practical application in the business environment.