Nonparametric Statistical Process Control

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Nonparametric Statistical Process Control

Author : Subhabrata Chakraborti
Publisher : John Wiley & Sons
ISBN 13 : 1118456033
Total Pages : 448 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Nonparametric Statistical Process Control by : Subhabrata Chakraborti

Download or read book Nonparametric Statistical Process Control written by Subhabrata Chakraborti and published by John Wiley & Sons. This book was released on 2019-04-29 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique approach to understanding the foundations of statistical quality control with a focus on the latest developments in nonparametric control charting methodologies Statistical Process Control (SPC) methods have a long and successful history and have revolutionized many facets of industrial production around the world. This book addresses recent developments in statistical process control bringing the modern use of computers and simulations along with theory within the reach of both the researchers and practitioners. The emphasis is on the burgeoning field of nonparametric SPC (NSPC) and the many new methodologies developed by researchers worldwide that are revolutionizing SPC. Over the last several years research in SPC, particularly on control charts, has seen phenomenal growth. Control charts are no longer confined to manufacturing and are now applied for process control and monitoring in a wide array of applications, from education, to environmental monitoring, to disease mapping, to crime prevention. This book addresses quality control methodology, especially control charts, from a statistician’s viewpoint, striking a careful balance between theory and practice. Although the focus is on the newer nonparametric control charts, the reader is first introduced to the main classes of the parametric control charts and the associated theory, so that the proper foundational background can be laid. Reviews basic SPC theory and terminology, the different types of control charts, control chart design, sample size, sampling frequency, control limits, and more Focuses on the distribution-free (nonparametric) charts for the cases in which the underlying process distribution is unknown Provides guidance on control chart selection, choosing control limits and other quality related matters, along with all relevant formulas and tables Uses computer simulations and graphics to illustrate concepts and explore the latest research in SPC Offering a uniquely balanced presentation of both theory and practice, Nonparametric Methods for Statistical Quality Control is a vital resource for students, interested practitioners, researchers, and anyone with an appropriate background in statistics interested in learning about the foundations of SPC and latest developments in NSPC.

Nonparametric Statistical Process Control

Author : Subhabrata Chakraborti
Publisher : John Wiley & Sons
ISBN 13 : 1118890671
Total Pages : 448 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Nonparametric Statistical Process Control by : Subhabrata Chakraborti

Download or read book Nonparametric Statistical Process Control written by Subhabrata Chakraborti and published by John Wiley & Sons. This book was released on 2019-02-12 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique approach to understanding the foundations of statistical quality control with a focus on the latest developments in nonparametric control charting methodologies Statistical Process Control (SPC) methods have a long and successful history and have revolutionized many facets of industrial production around the world. This book addresses recent developments in statistical process control bringing the modern use of computers and simulations along with theory within the reach of both the researchers and practitioners. The emphasis is on the burgeoning field of nonparametric SPC (NSPC) and the many new methodologies developed by researchers worldwide that are revolutionizing SPC. Over the last several years research in SPC, particularly on control charts, has seen phenomenal growth. Control charts are no longer confined to manufacturing and are now applied for process control and monitoring in a wide array of applications, from education, to environmental monitoring, to disease mapping, to crime prevention. This book addresses quality control methodology, especially control charts, from a statistician’s viewpoint, striking a careful balance between theory and practice. Although the focus is on the newer nonparametric control charts, the reader is first introduced to the main classes of the parametric control charts and the associated theory, so that the proper foundational background can be laid. Reviews basic SPC theory and terminology, the different types of control charts, control chart design, sample size, sampling frequency, control limits, and more Focuses on the distribution-free (nonparametric) charts for the cases in which the underlying process distribution is unknown Provides guidance on control chart selection, choosing control limits and other quality related matters, along with all relevant formulas and tables Uses computer simulations and graphics to illustrate concepts and explore the latest research in SPC Offering a uniquely balanced presentation of both theory and practice, Nonparametric Methods for Statistical Quality Control is a vital resource for students, interested practitioners, researchers, and anyone with an appropriate background in statistics interested in learning about the foundations of SPC and latest developments in NSPC.

Distribution-Free Methods for Statistical Process Monitoring and Control

Author : Markos V. Koutras
Publisher : Springer Nature
ISBN 13 : 3030250814
Total Pages : 261 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Distribution-Free Methods for Statistical Process Monitoring and Control by : Markos V. Koutras

Download or read book Distribution-Free Methods for Statistical Process Monitoring and Control written by Markos V. Koutras and published by Springer Nature. This book was released on 2020-03-19 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores nonparametric statistical process control. It provides an up-to-date overview of nonparametric Shewhart-type univariate control charts, and reviews the recent literature on nonparametric charts, particularly multivariate schemes. Further, it discusses observations tied to the monitored population quantile, focusing on the Shewhart Sign chart. The book also addresses the issue of practically assuming the normality and the independence when a process is statistically monitored, and examines in detail change-point analysis-based distribution-free control charts designed for Phase I applications. Moreover, it introduces six distribution-free EWMA schemes for simultaneously monitoring the location and scale parameters of a univariate continuous process, and establishes two nonparametric Shewhart-type control charts based on order statistics with signaling runs-type rules. Lastly, the book proposes novel and effective method for early disease detection.

Nonparametric Statistical Process Control

Author : S. Chakraborti
Publisher :
ISBN 13 :
Total Pages : 15 pages
Book Rating : 4.:/5 (247 download)

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Book Synopsis Nonparametric Statistical Process Control by : S. Chakraborti

Download or read book Nonparametric Statistical Process Control written by S. Chakraborti and published by . This book was released on 1999 with total page 15 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Statistical Process Control

Author : Peihua Qiu
Publisher : CRC Press
ISBN 13 : 1482220415
Total Pages : 520 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Introduction to Statistical Process Control by : Peihua Qiu

Download or read book Introduction to Statistical Process Control written by Peihua Qiu and published by CRC Press. This book was released on 2013-10-14 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: A major tool for quality control and management, statistical process control (SPC) monitors sequential processes, such as production lines and Internet traffic, to ensure that they work stably and satisfactorily. Along with covering traditional methods, Introduction to Statistical Process Control describes many recent SPC methods that improve upon

Statistical Process Control For Quality Improvement- Hardcover Version

Author : J. Koronacki
Publisher : CRC Press
ISBN 13 : 1420035541
Total Pages : 455 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Statistical Process Control For Quality Improvement- Hardcover Version by : J. Koronacki

Download or read book Statistical Process Control For Quality Improvement- Hardcover Version written by J. Koronacki and published by CRC Press. This book was released on 2001-12-26 with total page 455 pages. Available in PDF, EPUB and Kindle. Book excerpt: While the common practice of Quality Assurance aims to prevent bad units from being shipped beyond some allowable proportion, statistical process control (SPC) ensures that bad units are not created in the first place. Its philosophy of continuous quality improvement, to a great extent responsible for the success of Japanese manufacturing, is roote

Distribution-free Methods for Statistical Process Monitoring and Control

Author :
Publisher :
ISBN 13 : 9783030250829
Total Pages : 261 pages
Book Rating : 4.2/5 (58 download)

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Book Synopsis Distribution-free Methods for Statistical Process Monitoring and Control by :

Download or read book Distribution-free Methods for Statistical Process Monitoring and Control written by and published by . This book was released on 2020 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores nonparametric statistical process control. It provides an up-to-date overview of nonparametric Shewhart-type univariate control charts, and reviews the recent literature on nonparametric charts, particularly multivariate schemes. Further, it discusses observations tied to the monitored population quantile, focusing on the Shewhart Sign chart. The book also addresses the issue of practically assuming the normality and the independence when a process is statistically monitored, and examines in detail change-point analysis-based distribution-free control charts designed for Phase I applications. Moreover, it introduces six distribution-free EWMA schemes for simultaneously monitoring the location and scale parameters of a univariate continuous process, and establishes two nonparametric Shewhart-type control charts based on order statistics with signaling runs-type rules. Lastly, the book proposes novel and effective method for early disease detection.

Statistical Process Control

Author : Leonard A. Doty
Publisher : Industrial Press Inc.
ISBN 13 : 9780831130695
Total Pages : 396 pages
Book Rating : 4.1/5 (36 download)

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Book Synopsis Statistical Process Control by : Leonard A. Doty

Download or read book Statistical Process Control written by Leonard A. Doty and published by Industrial Press Inc.. This book was released on 1996 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: This in-depth introduction to SPC examines the technical aspects of the practices and procedures that are used to apply the quality management system in manufacturing. As in the successful first edition, the author provides a description and history of SPC along with an analysis of how it is applied to control quality costs, productivity, product improvement, and work efficiency. New to this edition are an explanation of seven basic tools, new charts, and an exploration of current trends.

Nonparametric Statistical Process Control: Bootstrap Control Charts

Author : Tomi Tapani Sepp'al'a
Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Nonparametric Statistical Process Control: Bootstrap Control Charts by : Tomi Tapani Sepp'al'a

Download or read book Nonparametric Statistical Process Control: Bootstrap Control Charts written by Tomi Tapani Sepp'al'a and published by . This book was released on 1999 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Statistical Process Control

Author : Muhammad Aslam
Publisher : John Wiley & Sons
ISBN 13 : 1119528453
Total Pages : 288 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis Introduction to Statistical Process Control by : Muhammad Aslam

Download or read book Introduction to Statistical Process Control written by Muhammad Aslam and published by John Wiley & Sons. This book was released on 2020-09-16 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Introduction to the Fundamentals and History of Control Charts, Applications, and Guidelines for Implementation Introduction to Statistical Process Control examines various types of control charts that are typically used by engineering students and practitioners. This book helps readers develop a better understanding of the history, implementation, and use-cases. Students are presented with varying control chart techniques, information, and roadmaps to ensure their control charts are operating efficiently and producing specification-confirming products. This is the essential text on the theories and applications behind statistical methods and control procedures. This eight-chapter reference breaks information down into digestible sections and covers topics including: ● An introduction to the basics as well as a background of control charts ● Widely used and newly researched attributes of control charts, including guidelines for implementation ● The process capability index for both normal and non-normal distribution via the sampling of multiple dependent states ● An overview of attribute control charts based on memory statistics ● The development of control charts using EQMA statistics For a solid understanding of control methodologies and the basics of quality assurance, Introduction to Statistical Process Control is a definitive reference designed to be read by practitioners and students alike. It is an essential textbook for those who want to explore quality control and systems design.

Statistical Process Control

Author : John S Oakland
Publisher : Routledge
ISBN 13 : 113636384X
Total Pages : 453 pages
Book Rating : 4.1/5 (363 download)

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Book Synopsis Statistical Process Control by : John S Oakland

Download or read book Statistical Process Control written by John S Oakland and published by Routledge. This book was released on 2012-05-23 with total page 453 pages. Available in PDF, EPUB and Kindle. Book excerpt: A highly successful title from one of the UK's leading exponents of TQM. The book features user-friendly presentation and reflects the latest thinking in the field. It will serve as a textbook for self or group instruction for both student and practicing engineers, scientists, technologists and managers and will prove invaluable to all. Statistical process control is a tool, which enables both manufacturers and suppliers to achieve control of product quality by means of the application of statistical methods in the controlling process. This book gives the foundations of good quality management and process control, including an explanation of what quality is, and control of conformance and consistency during production. The text offers clear guidance and help to those unfamiliar with either quality control or statistical applications and coves all the necessary theory and techniques in a practical and non-mathematical manner. This book will be essential reading for anyone wishing to understand or implement modern statistical process control techniques.

NONPARAMETRIC QUALITY CONTROL TECHNIQUES

Author : Dr. Zombade Digambar Mahadev
Publisher : Lulu.com
ISBN 13 : 0359910122
Total Pages : 126 pages
Book Rating : 4.3/5 (599 download)

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Book Synopsis NONPARAMETRIC QUALITY CONTROL TECHNIQUES by : Dr. Zombade Digambar Mahadev

Download or read book NONPARAMETRIC QUALITY CONTROL TECHNIQUES written by Dr. Zombade Digambar Mahadev and published by Lulu.com. This book was released on with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Mastering Statistical Process Control

Author : Tim Stapenhurst
Publisher : Routledge
ISBN 13 : 113637910X
Total Pages : 498 pages
Book Rating : 4.1/5 (363 download)

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Book Synopsis Mastering Statistical Process Control by : Tim Stapenhurst

Download or read book Mastering Statistical Process Control written by Tim Stapenhurst and published by Routledge. This book was released on 2013-05-13 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mastering Statistical Process Control shows how to understand business or process performance more clearly and more effectively. This practical book is based on a rich and varied selection of case studies from across industry and commerce, including material from the manufacturing, extractive and service sectors. It will enable readers to understand how SPC can be used to maximum effect, and will deliver more effective monitoring, control and improvement in systems, processes and management. The common obstacle to successful use of SPC is getting bogged down with control charts, forgetting that visual representation of data is but a tool and not an end in itself. Mastering SPC demonstrates how statistical tools are applied and used in reality. This is a book that will open up the power of SPC for many: managers, quality professionals, engineers and analysts, as well as students, will welcome the clarity and explanation that it brings to understanding the use and benefit of SPC in a wide range of engineering, production and service situations. Key case studies include using SPC to: · Measure quality and human factors · Monitor process performance accurately over long periods · Develop best-practice benchmarks using control charts · Maximise profitability of fixed assets · Improve customer service and satisfaction

Introduction to Statistical Process Control

Author : Peihua Qiu
Publisher : CRC Press
ISBN 13 : 1439847991
Total Pages : 523 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Introduction to Statistical Process Control by : Peihua Qiu

Download or read book Introduction to Statistical Process Control written by Peihua Qiu and published by CRC Press. This book was released on 2013-10-14 with total page 523 pages. Available in PDF, EPUB and Kindle. Book excerpt: A major tool for quality control and management, statistical process control (SPC) monitors sequential processes, such as production lines and Internet traffic, to ensure that they work stably and satisfactorily. Along with covering traditional methods, Introduction to Statistical Process Control describes many recent SPC methods that improve upon the more established techniques. The author—a leading researcher on SPC—shows how these methods can handle new applications. After exploring the role of SPC and other statistical methods in quality control and management, the book covers basic statistical concepts and methods useful in SPC. It then systematically describes traditional SPC charts, including the Shewhart, CUSUM, and EWMA charts, as well as recent control charts based on change-point detection and fundamental multivariate SPC charts under the normality assumption. The text also introduces novel univariate and multivariate control charts for cases when the normality assumption is invalid and discusses control charts for profile monitoring. All computations in the examples are solved using R, with R functions and datasets available for download on the author’s website. Offering a systematic description of both traditional and newer SPC methods, this book is ideal as a primary textbook for a one-semester course in disciplines concerned with process quality control, such as statistics, industrial and systems engineering, and management sciences. It can also be used as a supplemental textbook for courses on quality improvement and system management. In addition, the book provides researchers with many useful, recent research results on SPC and gives quality control practitioners helpful guidelines on implementing up-to-date SPC techniques.

Nonparametric Statistical Process Control

Author : Roxana Alice Ion
Publisher :
ISBN 13 : 9789057760761
Total Pages : 109 pages
Book Rating : 4.7/5 (67 download)

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Book Synopsis Nonparametric Statistical Process Control by : Roxana Alice Ion

Download or read book Nonparametric Statistical Process Control written by Roxana Alice Ion and published by . This book was released on 2001 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nonparametric Statistical Process Control

Author : Subhabrata Chakraborti
Publisher :
ISBN 13 :
Total Pages : 15 pages
Book Rating : 4.:/5 (678 download)

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Book Synopsis Nonparametric Statistical Process Control by : Subhabrata Chakraborti

Download or read book Nonparametric Statistical Process Control written by Subhabrata Chakraborti and published by . This book was released on 1999 with total page 15 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Process Control for Managers, Second Edition

Author : Victor E. Sower
Publisher : Business Expert Press
ISBN 13 : 1947098799
Total Pages : 142 pages
Book Rating : 4.9/5 (47 download)

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Book Synopsis Statistical Process Control for Managers, Second Edition by : Victor E. Sower

Download or read book Statistical Process Control for Managers, Second Edition written by Victor E. Sower and published by Business Expert Press. This book was released on 2017-09-21 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you have been frustrated by very technical statistical process control (SPC) training materials, then this is the book for you. This book focuses on how SPC works and why managers should consider using it in their operations. It provides you with a conceptual understanding of SPC so that appropriate decisions can be made about the benefits of incorporating SPC into the process management and quality improvement processes. Today there is little need to make the necessary calculations by hand, so the author utilizes Minitab and NWA Quality Analyst—two of the most popular statistical analysis software packages on the market. Links are provided to the home pages of these software packages where trial versions may be downloaded for evaluation and trial use. The book also addresses the question of why SPC should be considered for use, the process of implementing SPC, how to incorporate SPC into problem identification, problem solving, and the management and improvement of processes, products, and services.