Statistical Methods In The Software Quality Assurance Process

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Statistical Methods for Quality Assurance

Author : Stephen B. Vardeman
Publisher : Springer
ISBN 13 : 038779106X
Total Pages : 447 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Statistical Methods for Quality Assurance by : Stephen B. Vardeman

Download or read book Statistical Methods for Quality Assurance written by Stephen B. Vardeman and published by Springer. This book was released on 2016-08-26 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Measuring the Software Process

Author : William A. Florac
Publisher : Addison-Wesley Professional
ISBN 13 : 0768684951
Total Pages : 280 pages
Book Rating : 4.7/5 (686 download)

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Book Synopsis Measuring the Software Process by : William A. Florac

Download or read book Measuring the Software Process written by William A. Florac and published by Addison-Wesley Professional. This book was released on 1999-07-15 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: "While it is usually helpful to launch improvement programs, many such programs soon get bogged down in detail. They either address the wrong problems, or they keep beating on the same solutions, wondering why things don't improve. This is when you need an objective way to look at the problems. This is the time to get some data." Watts S. Humphrey, from the Foreword This book, drawing on work done at the Software Engineering Institute and other organizations, shows how to use measurements to manage and improve software processes. The authors explain specifically how quality characteristics of software products and processes can be quantified, plotted, and analyzed so the performance of software development activities can be predicted, controlled, and guided to achieve both business and technical goals. The measurement methods presented, based on the principles of statistical quality control, are illuminated by application examples taken from industry. Although many of the methods discussed are applicable to individual projects, the book's primary focus is on the steps software development organizations can take toward broad-reaching, long-term success. The book particularly addresses the needs of software managers and practitioners who have already set up some kind of basic measurement process and are ready to take the next step by collecting and analyzing software data as a basis for making process decisions and predicting process performance. Highlights of the book include: Insight into developing a clear framework for measuring process behavior Discussions of process performance, stability, compliance, capability, and improvement Explanations of what you want to measure (and why) and instructions on how to collect your data Step-by-step guidance on how to get started using statistical process control If you have responsibilities for product quality or process performance and you are ready to use measurements to manage, control, and predict your software processes, this book will be an invaluable resource.

Statistics, Testing, and Defense Acquisition

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309174198
Total Pages : 240 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Statistics, Testing, and Defense Acquisition by : National Research Council

Download or read book Statistics, Testing, and Defense Acquisition written by National Research Council and published by National Academies Press. This book was released on 1998-05-08 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: For every weapons system being developed, the U.S. Department of Defense (DOD) must make a critical decision: Should the system go forward to full-scale production? The answer to that question may involve not only tens of billions of dollars but also the nation's security and military capabilities. In the milestone process used by DOD to answer the basic acquisition question, one component near the end of the process is operational testing, to determine if a system meets the requirements for effectiveness and suitability in realistic battlefield settings. Problems discovered at this stage can cause significant production delays and can necessitate costly system redesign. This book examines the milestone process, as well as the DOD's entire approach to testing and evaluating defense systems. It brings to the topic of defense acquisition the application of scientific statistical principles and practices.

Statistical Methods in Software Engineering

Author : Nozer D. Singpurwalla
Publisher : Springer Science & Business Media
ISBN 13 : 0387988238
Total Pages : 316 pages
Book Rating : 4.3/5 (879 download)

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Book Synopsis Statistical Methods in Software Engineering by : Nozer D. Singpurwalla

Download or read book Statistical Methods in Software Engineering written by Nozer D. Singpurwalla and published by Springer Science & Business Media. This book was released on 1999-08-05 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: In establishing a framework for dealing with uncertainties in software engineering, and for using quantitative measures in related decision-making, this text puts into perspective the large body of work having statistical content that is relevant to software engineering. Aimed at computer scientists, software engineers, and reliability analysts who have some exposure to probability and statistics, the content is pitched at a level appropriate for research workers in software reliability, and for graduate level courses in applied statistics computer science, operations research, and software engineering.

Statistical Procedures for the Medical Device Industry

Author : Wayne A. Taylor
Publisher :
ISBN 13 : 9780963512291
Total Pages : 0 pages
Book Rating : 4.5/5 (122 download)

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Book Synopsis Statistical Procedures for the Medical Device Industry by : Wayne A. Taylor

Download or read book Statistical Procedures for the Medical Device Industry written by Wayne A. Taylor and published by . This book was released on 2017 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistical Methods for Software Quality

Author : Adrian Burr
Publisher : Itp New Media
ISBN 13 :
Total Pages : 480 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Statistical Methods for Software Quality by : Adrian Burr

Download or read book Statistical Methods for Software Quality written by Adrian Burr and published by Itp New Media. This book was released on 1996 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: Describes the statistical techniques available for managing the quality of software during specification, design, production and maintenance. The book includes case studies and statistical theory, designed to be comprehensible to those with a minimum of ma

Statistical Methods for Quality Improvement

Author : Thomas P. Ryan
Publisher : John Wiley & Sons
ISBN 13 : 1118058100
Total Pages : 578 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Statistical Methods for Quality Improvement by : Thomas P. Ryan

Download or read book Statistical Methods for Quality Improvement written by Thomas P. Ryan and published by John Wiley & Sons. This book was released on 2011-09-20 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Statistical Methods in Toxicology

Author : Ludwig Hothorn
Publisher : Springer Science & Business Media
ISBN 13 : 364248736X
Total Pages : 158 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Statistical Methods in Toxicology by : Ludwig Hothorn

Download or read book Statistical Methods in Toxicology written by Ludwig Hothorn and published by Springer Science & Business Media. This book was released on 2013-03-08 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains selected papers from a workshop on modern statistical methods in toxicology held during the EUROTOX '90 conference in Leipzig. The papers deal with the biostatistical evaluation of the commonly used toxicological assays, i.e. mutagenicity, long-term carcinogenicity, embryotoxicity and chronic toxicity assays. The biological background is considered in detail, and most of the related statistical approaches described. In five overview papers, the present state of the art of the related topics is given, while in several contributed papers new approaches are discussed. The most important features are: - A new view on the per-litter analysis problem in em- bryotoxicity assays. - A highly sophisticated treatment of the so-called muta-tox problem in mutagenicity assays. - A detailed discussion of the multiplicity problem based on the closed testing procedure. This volume provides readers with an overview of modern biostatistical methods for several toxicological assays and is in part intended for direct, practical use.

Metrics and Models in Software Quality Engineering

Author : Stephen H. Kan
Publisher : Addison-Wesley Professional
ISBN 13 : 9780201729153
Total Pages : 564 pages
Book Rating : 4.7/5 (291 download)

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Book Synopsis Metrics and Models in Software Quality Engineering by : Stephen H. Kan

Download or read book Metrics and Models in Software Quality Engineering written by Stephen H. Kan and published by Addison-Wesley Professional. This book was released on 2003 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt: ""This is the single best book on software quality engineering and metrics that I've encountered."" --Capers Jones, from the Foreword"Metrics and Models in Software Quality Engineering, Second Edition," is the definitive book on this essential topic of software development. Comprehensive in scope with extensive industry examples, it shows how to measure software quality and use measurements to improve the software development process. Four major categories of quality metrics and models are addressed: quality management, software reliability and projection, complexity, and customer view. In addition, the book discusses the fundamentals of measurement theory, specific quality metrics and tools, and methods for applying metrics to the software development process.New chapters bring coverage of critical topics, including: In-process metrics for software testingMetrics for object-oriented software developmentAvailability metricsMethods for conducting in-process quality assessments and software project assessmentsDos and Don'ts of Software Process Improvement, by Patrick O'TooleUsing Function Point Metrics to Measure Software Process Improvement, by Capers Jones In addition to the excellent balance of theory, techniques, and examples, this book is highly instructive and practical, covering one of the most important topics in software development--quality engineering. 0201729156B08282002

Statistical Software Engineering

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 0309176085
Total Pages : 83 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Statistical Software Engineering by : National Research Council

Download or read book Statistical Software Engineering written by National Research Council and published by National Academies Press. This book was released on 1996-03-15 with total page 83 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book identifies challenges and opportunities in the development and implementation of software that contain significant statistical content. While emphasizing the relevance of using rigorous statistical and probabilistic techniques in software engineering contexts, it presents opportunities for further research in the statistical sciences and their applications to software engineering. It is intended to motivate and attract new researchers from statistics and the mathematical sciences to attack relevant and pressing problems in the software engineering setting. It describes the "big picture," as this approach provides the context in which statistical methods must be developed. The book's survey nature is directed at the mathematical sciences audience, but software engineers should also find the statistical emphasis refreshing and stimulating. It is hoped that the book will have the effect of seeding the field of statistical software engineering by its indication of opportunities where statistical thinking can help to increase understanding, productivity, and quality of software and software production.

SOFTWARE QUALITY ASSURANCE, TESTING AND METRICS

Author : BASU, ANIRBAN
Publisher : PHI Learning Pvt. Ltd.
ISBN 13 : 8120350685
Total Pages : 316 pages
Book Rating : 4.1/5 (23 download)

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Book Synopsis SOFTWARE QUALITY ASSURANCE, TESTING AND METRICS by : BASU, ANIRBAN

Download or read book SOFTWARE QUALITY ASSURANCE, TESTING AND METRICS written by BASU, ANIRBAN and published by PHI Learning Pvt. Ltd.. This book was released on 2015-06-02 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intended for both undergraduate and postgraduate students of computer science and engineering, information technology, students of computer applications, and working IT professionals, this text describes the practices necessary for the development of quality software. The contents of the book have been framed based on the syllabi prescribed by different Universities and also covers the topics required for working in the IT industry. Based on the experience of the author in the industry, academics, consultancy and corporate trainings in India and abroad, the book covers the methodologies, techniques, and underlying concepts used in Software Quality Assurance and Testing. The treatment of the topics is crisp and accompanied with illustrative examples with minimum jargons. Topics of relevance in the industry, which a student must be familiar with before start of a career, are covered in the book. The book also discusses the concepts that a working IT professional should know. The book provides an insight into the tools available for different types of testing. Each chapter contains Quizzes, Multiple Choice Questions and Review Questions which help the readers to qualify in the international certification examinations. Key features • Covers topics relevant to the industry • Concepts discussed in an easy to understand way and illustrated with practical examples and figures wherever required • Contains “Objective Questions” at the end of the book • Includes topics prescribed in international certification exams in Software Quality and Testing

Practical Guide to Software Quality Management

Author : John W. Horch
Publisher : Artech House
ISBN 13 : 9781580536042
Total Pages : 316 pages
Book Rating : 4.5/5 (36 download)

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Book Synopsis Practical Guide to Software Quality Management by : John W. Horch

Download or read book Practical Guide to Software Quality Management written by John W. Horch and published by Artech House. This book was released on 2003 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: If you are responsible for designing, implementing, or managing a quality software program, this updated edition of the Practical Guide to Software Quality Management now identifies 10 major components that make up a solid program in line with ISO 9001 quality management precepts. Thoroughly revised and with new chapters on software safety and software risk management, this comprehensive primer provides you with the starting points for a standardized documentation system, and analyzes each individual program component separately, addressing in detail its specific role and overall importance to the system.

Statistical Process Control

Author : Robert James Oakland
Publisher : Routledge
ISBN 13 : 1351662686
Total Pages : 430 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Statistical Process Control by : Robert James Oakland

Download or read book Statistical Process Control written by Robert James Oakland and published by Routledge. This book was released on 2018-10-08 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: The business, commercial and public-sector world has changed dramatically since John Oakland wrote the first edition of Statistical Process Control – a practical guide in the mid-eighties. Then people were rediscovering statistical methods of ‘quality control’ and the book responded to an often desperate need to find out about the techniques and use them on data. Pressure over time from organizations supplying directly to the consumer, typically in the automotive and high technology sectors, forced those in charge of the supplying production and service operations to think more about preventing problems than how to find and fix them. Subsequent editions retained the ‘took kit’ approach of the first but included some of the ‘philosophy’ behind the techniques and their use. The theme which runs throughout the 7th edition is still processes - that require understanding, have variation, must be properly controlled, have a capability, and need improvement - the five sections of this new edition. SPC never has been and never will be simply a ‘took kit’ and in this book the authors provide, not only the instructional guide for the tools, but communicate the management practices which have become so vital to success in organizations throughout the world. The book is supported by the authors' extensive and latest consulting work within thousands of organisations worldwide. Fully updated to include real-life case studies, new research based on client work from an array of industries, and integration with the latest computer methods and Minitab software, the book also retains its valued textbook quality through clear learning objectives and end of chapter discussion questions. It can still serve as a textbook for both student and practicing engineers, scientists, technologists, managers and for anyone wishing to understand or implement modern statistical process control techniques.

Software Quality Assurance

Author : Rajiv Chopra
Publisher : Mercury Learning and Information
ISBN 13 : 1683921690
Total Pages : 802 pages
Book Rating : 4.6/5 (839 download)

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Book Synopsis Software Quality Assurance by : Rajiv Chopra

Download or read book Software Quality Assurance written by Rajiv Chopra and published by Mercury Learning and Information. This book was released on 2018-04-09 with total page 802 pages. Available in PDF, EPUB and Kindle. Book excerpt: This overview of software quality assurance testing in a “self-teaching” format contains easy-to- understand chapters with tips and insights about software quality, its basic concepts, applications, and practical case studies. It includes numerous, end-of-chapter questions with answers to test your knowledge and reinforce mastery of the concepts being presented. The book also includes state of the art material on the video-game testing process (Chapter 14) and a game-testing plan template (Chapter 15) and Game Testing by the Numbers (Chapter 16). Features: • Covers important topics such as black, white, and gray box testing, test management, automation, levels of testing, quality models, system and acceptance testing and more • Covers video game testing and effectiveness • Self-teaching method includes software lab experiments, numerous exercises (many with answers), projects, and case studies

Software Process Quality

Author : Ron S. Kenett
Publisher : CRC Press
ISBN 13 : 9780203909782
Total Pages : 418 pages
Book Rating : 4.9/5 (97 download)

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Book Synopsis Software Process Quality by : Ron S. Kenett

Download or read book Software Process Quality written by Ron S. Kenett and published by CRC Press. This book was released on 1999-01-22 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using actual examples of software process improvement from the private sector and government, this work demonstrates how quality systems, measurement techniques and performance evaluations work. It presents a methodology for analyzing an ongoing software development process and establishing a rational plan for process improvement.

Software Quality Assurance: Principles and Practice

Author : Dr.M.Kameswari
Publisher : SK Research Group of Companies
ISBN 13 : 8119980735
Total Pages : 155 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Software Quality Assurance: Principles and Practice by : Dr.M.Kameswari

Download or read book Software Quality Assurance: Principles and Practice written by Dr.M.Kameswari and published by SK Research Group of Companies. This book was released on 2023-11-09 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dr.M.Kameswari, Associate Professor & Head, School of Advanced Sciences, Department of Mathematics, Kalasalingam Academy of Research and Education, Krishnankoil, Srivilliputhur, Tamil Nadu, India. Dr.P.Getchial Pon Packiavathi, Assistant Professor, Department of Mathematics, V.V.Vanniaperumal College for Women, Virudhunagar, Tamil Nadu, India. Dr. N.Deena, Assistant Professor, Department of Mathematics, Saraswathi Narayanan College, Perungudi, Madurai, Tamil Nadu, India. Dr.R.Srinivasan, Associate Professor, Department of Computer Science, SLS MAVMM Ayira Vaisyar College, Madurai, Tamil Nadu, India. Dr.G.Stephen, Assistant Librarian, St. Xavier's University, Kolkata, West Bengal, India.

Software Quality Assurance

Author : Claude Y. Laporte
Publisher : John Wiley & Sons
ISBN 13 : 1118501829
Total Pages : 598 pages
Book Rating : 4.1/5 (185 download)

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Book Synopsis Software Quality Assurance by : Claude Y. Laporte

Download or read book Software Quality Assurance written by Claude Y. Laporte and published by John Wiley & Sons. This book was released on 2018-01-04 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces Software Quality Assurance (SQA) and provides an overview of standards used to implement SQA. It defines ways to assess the effectiveness of how one approaches software quality across key industry sectors such as telecommunications, transport, defense, and aerospace. Includes supplementary website with an instructor’s guide and solutions Applies IEEE software standards as well as the Capability Maturity Model Integration for Development (CMMI) Illustrates the application of software quality assurance practices through the use of practical examples, quotes from experts, and tips from the authors