Statistical Methods For Six Sigma

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Statistical Methods for Six Sigma

Author : Anand M. Joglekar
Publisher : John Wiley & Sons
ISBN 13 : 0471465372
Total Pages : 339 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Statistical Methods for Six Sigma by : Anand M. Joglekar

Download or read book Statistical Methods for Six Sigma written by Anand M. Joglekar and published by John Wiley & Sons. This book was released on 2003-09-19 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide to achieving business successes through statistical methods Statistical methods are a key ingredient in providing data-based guidance to research and development as well as to manufacturing. Understanding the concepts and specific steps involved in each statistical method is critical for achieving consistent and on-target performance. Written by a recognized educator in the field, Statistical Methods for Six Sigma: In R&D and Manufacturing is specifically geared to engineers, scientists, technical managers, and other technical professionals in industry. Emphasizing practical learning, applications, and performance improvement, Dr. Joglekar?s text shows today?s industry professionals how to: Summarize and interpret data to make decisions Determine the amount of data to collect Compare product and process designs Build equations relating inputs and outputs Establish specifications and validate processes Reduce risk and cost-of-process control Quantify and reduce economic loss due to variability Estimate process capability and plan process improvements Identify key causes and their contributions to variability Analyze and improve measurement systems This long-awaited guide for students and professionals in research, development, quality, and manufacturing does not presume any prior knowledge of statistics. It covers a large number of useful statistical methods compactly, in a language and depth necessary to make successful applications. Statistical methods in this book include: variance components analysis, variance transmission analysis, risk-based control charts, capability and performance indices, quality planning, regression analysis, comparative experiments, descriptive statistics, sample size determination, confidence intervals, tolerance intervals, and measurement systems analysis. The book also contains a wealth of case studies and examples, and features a unique test to evaluate the reader?s understanding of the subject.

The ASQ Pocket Guide to Statistics for Six Sigma Black Belts

Author : Matthew A. Barsalou
Publisher : Quality Press
ISBN 13 : 0873891392
Total Pages : 97 pages
Book Rating : 4.8/5 (738 download)

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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.

Lean Six Sigma Statistics

Author : Alastair Muir
Publisher : McGraw Hill Professional
ISBN 13 : 0071588930
Total Pages : 354 pages
Book Rating : 4.0/5 (715 download)

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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.

Introduction to Engineering Statistics and Lean Sigma

Author : Theodore T. Allen
Publisher : Springer Science & Business Media
ISBN 13 : 1849960003
Total Pages : 572 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis Introduction to Engineering Statistics and Lean Sigma by : Theodore T. Allen

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 572 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.

Six Sigma Statistics with EXCEL and MINITAB

Author : Issa Bass
Publisher : McGraw Hill Professional
ISBN 13 : 9780071542685
Total Pages : 374 pages
Book Rating : 4.5/5 (426 download)

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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 374 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.

Lean Six Sigma and Statistical Tools for Engineers and Engineering Managers

Author : Wei Zhan
Publisher : Momentum Press
ISBN 13 : 1606504932
Total Pages : 272 pages
Book Rating : 4.6/5 (65 download)

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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 272 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.

Applied Statistics for the Six Sigma Green Belt

Author : Bhisham C. Gupta
Publisher : ASQ Quality Press
ISBN 13 : 9780873896429
Total Pages : 341 pages
Book Rating : 4.8/5 (964 download)

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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.

Implementing Six Sigma

Author : Forrest W. Breyfogle, III
Publisher : John Wiley & Sons
ISBN 13 : 0471476323
Total Pages : 1231 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Implementing Six Sigma by : Forrest W. Breyfogle, III

Download or read book Implementing Six Sigma written by Forrest W. Breyfogle, III and published by John Wiley & Sons. This book was released on 2003-11-24 with total page 1231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Das bewährte Handbuch zum Statistiktool Six Sigma - jetzt in neuer, aktualisierter Auflage! - besprochen werden täglich benötigte Verfahren und deren Implementation - erweiterte Behandlung u.a. des Benchmarkings - mit vielen praxisnahen Übungen - enthält Pläne, Checklisten und Übersichten häufig auftretender Fehler

Six Sigma Quality Improvement with Minitab

Author : G. Robin Henderson
Publisher : John Wiley & Sons
ISBN 13 : 1119976189
Total Pages : 536 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Six Sigma Quality Improvement with Minitab by : G. Robin Henderson

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

Six Sigma with R

Author : Emilio L. Cano
Publisher : Springer Science & Business Media
ISBN 13 : 1461436524
Total Pages : 284 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Six Sigma with R by : Emilio L. Cano

Download or read book Six Sigma with R written by Emilio L. Cano and published by Springer Science & Business Media. This book was released on 2012-07-04 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Six Sigma has arisen in the last two decades as a breakthrough Quality Management Methodology. With Six Sigma, we are solving problems and improving processes using as a basis one of the most powerful tools of human development: the scientific method. For the analysis of data, Six Sigma requires the use of statistical software, being R an Open Source option that fulfills this requirement. R is a software system that includes a programming language widely used in academic and research departments. Nowadays, it is becoming a real alternative within corporate environments. The aim of this book is to show how R can be used as the software tool in the development of Six Sigma projects. The book includes a gentle introduction to Six Sigma and a variety of examples showing how to use R within real situations. It has been conceived as a self contained piece. Therefore, it is addressed not only to Six Sigma practitioners, but also to professionals trying to initiate themselves in this management methodology. The book may be used as a text book as well.

Practitioner's Guide to Statistics and Lean Six Sigma for Process Improvements

Author : Mikel J. Harry
Publisher : John Wiley & Sons
ISBN 13 : 1118210212
Total Pages : 827 pages
Book Rating : 4.1/5 (182 download)

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Book Synopsis Practitioner's Guide to Statistics and Lean Six Sigma for Process Improvements by : Mikel J. Harry

Download or read book Practitioner's Guide to Statistics and Lean Six Sigma for Process Improvements written by Mikel J. Harry and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 827 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Statistical Methods for Six Sigma

Author : Anand M. Joglekar
Publisher :
ISBN 13 :
Total Pages : 321 pages
Book Rating : 4.:/5 (297 download)

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Book Synopsis Statistical Methods for Six Sigma by : Anand M. Joglekar

Download or read book Statistical Methods for Six Sigma written by Anand M. Joglekar and published by . This book was released on 2003 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applied Data Analysis for Process Improvement

Author : James L. Lamprecht
Publisher : Asq Press
ISBN 13 : 9780873896481
Total Pages : 283 pages
Book Rating : 4.8/5 (964 download)

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Book Synopsis Applied Data Analysis for Process Improvement by : James L. Lamprecht

Download or read book Applied Data Analysis for Process Improvement written by James L. Lamprecht and published by Asq Press. This book was released on 2005-01-01 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the rise of Six Sigma, the use of statistics to analyze and improve processes has once again regained a prominent place in businesses around the world. an increasing number of employees and managers, bestowed with the titles Green Belt, Black Belt, or even Master Black Belts, are asked to apply statistical techniques to analyze and resolve industrial and non-industrial (also known as transactional) problems. These individuals are continuously faced with the daunting task of sorting out the vast array of sophisticated techniques placed at their disposal by an equally impressive array of statistical computer software packages. This book is intended for the ever-growing number of certified Black Belts as well as uncertified others that would like to understand how data can be analyzed. Many courses, including Six Sigma Black Belt courses, do a good job introducing participants to a vast array of sophisticated statistical techniques in as little as ten days, leaning heavily on statistical software packages. Although it is true that one can simplify statistical principles, learning how to interpret results produced by any statistical software requires the understanding of statistics that this book concisely provides.

Six Sigma for Organizational Excellence

Author : K. Muralidharan
Publisher : Springer
ISBN 13 : 813222325X
Total Pages : 622 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Six Sigma for Organizational Excellence by : K. Muralidharan

Download or read book Six Sigma for Organizational Excellence written by K. Muralidharan and published by Springer. This book was released on 2015-04-22 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the integrated concepts of statistical quality engineering and management tools. It will help readers to understand and apply the concepts of quality through project management and technical analysis, using statistical methods. Prepared in a ready-to-use form, the text will equip practitioners to implement the Six Sigma principles in projects. The concepts discussed are all critically assessed and explained, allowing them to be practically applied in managerial decision-making, and in each chapter, the objectives and connections to the rest of the work are clearly illustrated. To aid in understanding, the book includes a wealth of tables, graphs, descriptions and checklists, as well as charts and plots, worked-out examples and exercises. Perhaps the most unique feature of the book is its approach, using statistical tools, to explain the science behind Six Sigma project management and integrated in engineering concepts. The material on quality engineering and statistical management tools offers valuable support for undergraduate, postgraduate and research students. The book can also serve as a concise guide for Six Sigma professionals, Green Belt, Black Belt and Master Black Belt trainers.

Statistics for Six Sigma Black Belts

Author : Matthew A. Barsalou
Publisher : Quality Press
ISBN 13 : 0873898923
Total Pages : 256 pages
Book Rating : 4.8/5 (738 download)

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Book Synopsis Statistics for Six Sigma Black Belts by : Matthew A. Barsalou

Download or read book Statistics for Six Sigma Black Belts written by Matthew A. Barsalou and published by Quality Press. This book was released on 2014-11-25 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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, step-by-step instructions, and Minitab statistical software instructions. Six Sigma Black Belts typically use a statistical program such as Minitab to perform calculations, but an understanding of the underlying statistics is still needed. Anybody can type data into a program; a Black Belt must be capable of understanding which hypothesis test is appropriate for a given use, as well as the assumptions that must be met to correctly perform the hypothesis test. 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. However, these methods can also be applied outside of a Six Sigma project, such as when one simply needs to determine whether there is a difference in the means of two processes producing the same parts. A Six Sigma Black Belt using Statistics for Six Sigma Black Belts will be able to quickly zero in on appropriate methods and follow the examples to reach the correct statistical conclusions.

Visual Six Sigma

Author : Ian Cox
Publisher : John Wiley & Sons
ISBN 13 : 1118905687
Total Pages : 581 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Visual Six Sigma by : Ian Cox

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.

Design for Six Sigma Statistics

Author : Andrew Sleeper
Publisher : McGraw Hill Professional
ISBN 13 : 0071483020
Total Pages : 882 pages
Book Rating : 4.0/5 (714 download)

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Book Synopsis Design for Six Sigma Statistics by : Andrew Sleeper

Download or read book Design for Six Sigma Statistics written by Andrew Sleeper and published by McGraw Hill Professional. This book was released on 2005-12-23 with total page 882 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s competitive environment, companies can no longer produce goods and services that are merely good with low defect levels, they have to be near-perfect. Design for Six Sigma Statistics is a rigorous mathematical roadmap to help companies reach this goal. As the sixth book in the Six Sigma operations series, this comprehensive book goes beyond an introduction to the statistical tools and methods found in most books but contains expert case studies, equations and step by step MINTAB instruction for performing: DFSS Design of Experiments, Measuring Process Capability, Statistical Tolerancing in DFSS and DFSS Techniques within the Supply Chain for Improved Results. The aim is to help you better diagnosis and root out potential problems before your product or service is even launched.