Statistical Methods For Quality Improvement

Author : Thomas P. Ryan
Publisher : John Wiley & Sons
Page : 578 pages
File Size : 54,9 Mb
Release : 2011-09-20
Category : Technology & Engineering
ISBN : 9781118058107

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Statistical Methods for Quality Improvement by Thomas P. Ryan Pdf

Praise for the Second Edition "As a comprehensive statistics reference book for quality improvement, it certainly is one of the best books available." —Technometrics This new edition continues to provide the most current, proven statistical methods for quality control and quality improvement The use of quantitative methods offers numerous benefits in the fields of industry and business, both through identifying existing trouble spots and alerting management and technical personnel to potential problems. Statistical Methods for Quality Improvement, Third Edition guides readers through a broad range of tools and techniques that make it possible to quickly identify and resolve both current and potential trouble spots within almost any manufacturing or nonmanufacturing process. The book provides detailed coverage of the application of control charts, while also exploring critical topics such as regression, design of experiments, and Taguchi methods. In this new edition, the author continues to explain how to combine the many statistical methods explored in the book in order to optimize quality control and improvement. The book has been thoroughly revised and updated to reflect the latest research and practices in statistical methods and quality control, and new features include: Updated coverage of control charts, with newly added tools The latest research on the monitoring of linear profiles and other types of profiles Sections on generalized likelihood ratio charts and the effects of parameter estimation on the properties of CUSUM and EWMA procedures New discussions on design of experiments that include conditional effects and fraction of design space plots New material on Lean Six Sigma and Six Sigma programs and training Incorporating the latest software applications, the author has added coverage on how to use Minitab software to obtain probability limits for attribute charts. new exercises have been added throughout the book, allowing readers to put the latest statistical methods into practice. Updated references are also provided, shedding light on the current literature and providing resources for further study of the topic. Statistical Methods for Quality Improvement, Third Edition is an excellent book for courses on quality control and design of experiments at the upper-undergraduate and graduate levels. the book also serves as a valuable reference for practicing statisticians, engineers, and physical scientists interested in statistical quality improvement.

Author : Hitoshi Kume
Publisher : Productivity Press
Page : 231 pages
File Size : 49,5 Mb
Release : 1987-08-05
Category : Business & Economics
ISBN : 4906224342

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Statistical Methods for Quality Improvement by Hitoshi Kume Pdf

This text is highly recommended for managers and serious students of quality. Major US companies issue this reference and training manual to all managers during their quality training. This volume is also very valuable as a stand-alone reference on using statistics with a business and quality perspective.

Author : Stephen B. Vardeman,J. Marcus Jobe
Publisher : Springer
Page : 437 pages
File Size : 49,6 Mb
Release : 2016-08-26
Category : Mathematics
ISBN : 9780387791067

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Statistical Methods for Quality Assurance by Stephen B. Vardeman,J. Marcus Jobe Pdf

This undergraduate statistical quality assurance textbook clearly shows with real projects, cases and data sets how statistical quality control tools are used in practice. Among the topics covered is a practical evaluation of measurement effectiveness for both continuous and discrete data. Gauge Reproducibility and Repeatability methodology (including confidence intervals for Repeatability, Reproducibility and the Gauge Capability Ratio) is thoroughly developed. Process capability indices and corresponding confidence intervals are also explained. In addition to process monitoring techniques, experimental design and analysis for process improvement are carefully presented. Factorial and Fractional Factorial arrangements of treatments and Response Surface methods are covered. Integrated throughout the book are rich sets of examples and problems that help readers gain a better understanding of where and how to apply statistical quality control tools. These large and realistic problem sets in combination with the streamlined approach of the text and extensive supporting material facilitate reader understanding. Second Edition Improvements Extensive coverage of measurement quality evaluation (in addition to ANOVA Gauge R&R methodologies) New end-of-section exercises and revised-end-of-chapter exercises Two full sets of slides, one with audio to assist student preparation outside-of-class and another appropriate for professors’ lectures Substantial supporting material Supporting Material Seven R programs that support variables and attributes control chart construction and analyses, Gauge R&R methods, analyses of Fractional Factorial studies, Propagation of Error analyses and Response Surface analyses Documentation for the R programs Excel data files associated with the end-of-chapter problem sets, most from real engineering settings

Author : Anonim
Publisher : Unknown
Page : 231 pages
File Size : 52,8 Mb
Release : 1985
Category : Quality control
ISBN : OCLC:950889502

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Statistical Methods for Quality Improvement by Anonim Pdf

Author : Kai Yang,Jayant Trewn
Publisher : McGraw Hill Professional
Page : 299 pages
File Size : 47,6 Mb
Release : 2004-03-17
Category : Technology & Engineering
ISBN : 0071501371

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Multivariate Statistical Methods in Quality Management by Kai Yang,Jayant Trewn Pdf

Multivariate statistical methods are an essential component of quality engineering data analysis. This monograph provides a solid background in multivariate statistical fundamentals and details key multivariate statistical methods, including simple multivariate data graphical display and multivariate data stratification. * Graphical multivariate data display * Multivariate regression and path analysis * Multivariate process control charts * Six sigma and multivariate statistical methods

Author : Chang W. Kang,Paul Kvam
Publisher : John Wiley & Sons
Page : 198 pages
File Size : 43,8 Mb
Release : 2012-08-29
Category : Technology & Engineering
ISBN : 9781118491492

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Basic Statistical Tools for Improving Quality by Chang W. Kang,Paul Kvam Pdf

This book is an introductory book on improving the quality of a process or a system, primarily through the technique of statistical process control (SPC). There are numerous technical manuals available for SPC, but this book differs in two ways: (1) the basic tools of SPC are introduced in a no-nonsense, simple, non-math manner, and (2) the methods can be learned and practiced in an uncomplicated fashion using free software (eZ SPC 2.0), which is available to all readers online as a downloadable product. The book explains QC7 Tools, control charts, and statistical analysis including basic design of experiments. Theoretical explanations of the analytical methods are avoided; instead, results are interpreted through the use of the software.

Author : Bovas Abraham
Publisher : Springer Science & Business Media
Page : 450 pages
File Size : 42,8 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461217763

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Quality Improvement Through Statistical Methods by Bovas Abraham Pdf

This book is based on the papers presented at the International Conference 'Quality Improvement through Statistical Methods' in Cochin, India during December 28-31, 1996. The Conference was hosted by the Cochin University of Science and Technology, Cochin, India; and sponsored by the Institute for Improvement in Quality and Productivity (IIQP) at the University of Waterloo, Canada, the Statistics in Industry Committee of the International Statistical Institute (lSI) and by the Indian Statistical Institute. There has been an increased interest in Quality Improvement (QI) activities in many organizations during the last several years since the airing of the NBC television program, "If Japan can ... why can't we?" Implementation of QI meth ods requires statistical thinking and the utilization of statistical tools, thus there has been a renewed interest in statistical methods applicable to industry and technology. This revitalized enthusiasm has created worldwide discussions on Industrial Statistics Research and QI ideas at several international conferences in recent years. The purpose of this conference was to provide a forum for presenting and ex changing ideas in Statistical Methods and for enhancing the transference of such technologies to quality improvement efforts in various sectors. It also provided an opportunity for interaction between industrial practitioners and academia. It was intended that the exchange of experiences and ideas would foster new international collaborations in research and other technology transfers.

Author : Raymond G. Carey,Robert C. Lloyd
Publisher : Quality Press
Page : 339 pages
File Size : 54,9 Mb
Release : 2001-09-25
Category : Health & Fitness
ISBN : 9781636940816

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Measuring Quality Improvement in Healthcare by Raymond G. Carey,Robert C. Lloyd Pdf

This ground-breaking book addresses the critical, growing need among health care administrators and practitioners to measure the effectiveness of quality improvement efforts. Written by respected healthcare quality professionals, Measuring Quality Improvement in Healthcare covers practical applications of the tools and techniques of statistical process control (SPC), including control charts, in healthcare settings. The authors' straightforward discussions of data collection, variation, and process improvement set the context for the use and interpretation of control charts. Their approach incorporates "the voice of the customer" as a key element driving the improvement processes and outcomes. The core of the book is a set of 12 case studies that show how to apply statistical thinking to health care process, and when and how to use different types of control charts. The practical, down-to-earth orientation of the book makes it accessible to a wide readership. "Only authors who have used statistics and control charts to solve real-world healthcare problems could have written a book so practical and timely." - Barry S. Bader, Publisher The Quality Letter for Healthcare Leaders "Many clinicians and other healthcare leaders underestimate the great contributions that better statistical thinking could make toward reducing costs and improving outcomes. This fascinating and timely book is a fine guide for getting started." - Donald M. Berwick, M.D. President and CEO, Institute for Healthcare Improvement Associate Professor of Pediatrics, Harvard Medical School Contents: Planning Your CQI Journey, Preparing to Collect Data, Data Collection, Understanding Variation, Using Run and Control Charts to Analyze Process Variation, Control Chart Case Studies, Developing Improvement Strategies, Using Patient Surveys for CQI, Formulas for Calculating Control Limits

Author : G. Robin Henderson
Publisher : John Wiley & Sons
Page : 536 pages
File Size : 41,7 Mb
Release : 2011-06-28
Category : Mathematics
ISBN : 9781119976189

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Six Sigma Quality Improvement with Minitab by G. Robin Henderson Pdf

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

Author : Tommy Wright
Publisher : Unknown
Page : 426 pages
File Size : 50,9 Mb
Release : 1983
Category : Computers
ISBN : UCAL:B4407237

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Statistical Methods and the Improvement of Data Quality by Tommy Wright Pdf

Conference report on the use of statistical methods for quality control of data collecting systems and survey accuracy - discusses sample design, censuses, questionnaires on attitudes and behaviour, data editing, data analysis (including modeling and forecasting techniques), missing data, internal assessment and external comparison error detection, pattern recognition, etc. Annotated bibliography, illustrations. Conference held in Oak Ridge (Tennessee) 1982 Nov 11 to 12.

Author : Christina M. Mastrangelo,Douglas C. Montgomery
Publisher : Wiley
Page : 244 pages
File Size : 50,6 Mb
Release : 1991
Category : Business & Economics
ISBN : PSU:000024589727

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Introduction to Statistical Quality Control by Christina M. Mastrangelo,Douglas C. Montgomery Pdf

Revised and expanded, this Second Edition continues to explore the modern practice of statistical quality control, providing comprehensive coverage of the subject from basic principles to state-of-the-art concepts and applications. The objective is to give the reader a thorough grounding in the principles of statistical quality control and a basis for applying those principles in a wide variety of both product and nonproduct situations. Divided into four parts, it contains numerous changes, including a more detailed discussion of the basic SPC problem-solving tools and two new case studies, expanded treatment on variable control charts with new examples, a chapter devoted entirely to cumulative-sum control charts and exponentially-weighted, moving-average control charts, and a new section on process improvement with designed experiments.

Author : Nicholas R. Farnum
Publisher : Duxbury Resource Center
Page : 522 pages
File Size : 42,8 Mb
Release : 1994
Category : Business & Economics
ISBN : STANFORD:36105003426314

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Modern Statistical Quality Control and Improvement by Nicholas R. Farnum Pdf

Farnum's text takes a state-of-the-art approach to quality management. From the outset, it emphasizes the modern philosophy of continuous quality improvement and quality control. It is written for courses where both modern statistical methods for quality and their implementation into business are covered. In straightforward terms, the book explains the concepts and techniques that are essential to quality control, including cutting-edge topics.

Author : Alex Bottle,Paul Aylin
Publisher : CRC Press
Page : 184 pages
File Size : 43,6 Mb
Release : 2016-08-05
Category : Mathematics
ISBN : 9781315355467

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Statistical Methods for Healthcare Performance Monitoring by Alex Bottle,Paul Aylin Pdf

Healthcare is important to everyone, yet large variations in its quality have been well documented both between and within many countries. With demand and expenditure rising, it’s more crucial than ever to know how well the healthcare system and all its components – from staff member to regional network – are performing. This requires data, which inevitably differ in form and quality. It also requires statistical methods, the output of which needs to be presented so that it can be understood by whoever needs it to make decisions. Statistical Methods for Healthcare Performance Monitoring covers measuring quality, types of data, risk adjustment, defining good and bad performance, statistical monitoring, presenting the results to different audiences and evaluating the monitoring system itself. Using examples from around the world, it brings all the issues and perspectives together in a largely non-technical way for clinicians, managers and methodologists. Statistical Methods for Healthcare Performance Monitoring is aimed at statisticians and researchers who need to know how to measure and compare performance, health service regulators, health service managers with responsibilities for monitoring performance, and quality improvement scientists, including those involved in clinical audits.

Author : Jacek Fabian
Publisher : Unknown
Page : 278 pages
File Size : 42,6 Mb
Release : 2016-08-01
Category : Electronic
ISBN : 1681175703

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Statistical Methods for Quality Improvement by Jacek Fabian Pdf

Quality Control is very important for everywhere. Quality control includes service quality given to customer, company management leadership, commitment of management, continuous improvement, fast response, actions based on facts, employee participation and a quality driven culture. The main objectives of the quality control module are to control of material reception, internal rejections, clients, claims, providers and evaluations of the same corrective actions are related to their follow-up. These systems and methods guide all quality activities. The development and use of performance indicators is linked, directly or indirectly, to customer requirements and satisfaction, and to management. Statistical quality control refers to the use of statistical methods in the monitoring and maintaining of the quality of products and services. Statistical methods for quality improvement deal numerous benefits for industry and business, both through identifying existing trouble spots and alerting management and technical personnel to potential problems. It provides quality control and design of experiments at the upper-undergraduate and graduate levels. The book also serves as a valuable reference for practicing statisticians, engineers, and physical scientists interested in statistical quality improvement.

Author : Bovas Abraham,N. Unnikrishnan Nair
Publisher : Boston : Birkhäuser
Page : 442 pages
File Size : 48,5 Mb
Release : 1998-01-01
Category : Quality control
ISBN : 3764340525

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Quality Improvement Through Statistical Methods by Bovas Abraham,N. Unnikrishnan Nair Pdf