Applied Statistics And Doe

Author : Mehmet Ali Arslan
Publisher : Unknown
Page : 128 pages
File Size : 45,6 Mb
Release : 2021-07-05
Category : Electronic
ISBN : 0999200518

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Applied Statistics and DOE by Mehmet Ali Arslan Pdf

The first edition of Applied Statistics and DOE is truly an exceptional book, emphasizing coverage on the main subjects of statistics with hands-on application content including; collection/presentation of data, descriptive/inferential statistics in analyzing the data, input/output causal transfer function building with regression analysis, statistical process control(SPC) through control charts and process capability analysis. Further, the textbook gives an excellent insight about Design of Experiments(DOE) and introduces OFAT, factorial and Taguchi designs in comparative detail. The textbook is specially written for the use of all levels of students from different backgrounds and also designed to equip them with every day use of hands-on knowledge and experience in handling numerous statistical and DOE problems.

Author : Anonim
Publisher : Unknown
Page : 397 pages
File Size : 46,6 Mb
Release : 1968
Category : Electronic
ISBN : OCLC:729080599

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Applied statistics by Anonim Pdf

Author : Chris Chatfield
Publisher : Routledge
Page : 384 pages
File Size : 54,8 Mb
Release : 2018-02-19
Category : Mathematics
ISBN : 9781351414081

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Statistics for Technology by Chris Chatfield Pdf

One of the most popular introductory texts in its field, Statistics for Technology: A Course in Applied Studies presents the range of statistical methods commonly used in science, social science, and engineering.The mathematics are simple and straightforward; statistical concepts are explained carefully; and real-life (rather than contrived) examples are used throughout the chapters.Divided into three parts, the Introduction describes some simple methods of summarizing data. Theory examines the basic concepts and theory of statistics. Applications covers the planning and procedures of experiments, quality control, and life testing.Revised throughout, this Third Edition places a higher priority on the role of computers in analysis, and many new references have been incorporated. A new appendix describes general methods of tackling statistical problems, including guidance on literature searching and report writing.

Author : D. R. Cox,Christl A. Donnelly
Publisher : Cambridge University Press
Page : 213 pages
File Size : 45,6 Mb
Release : 2011-07-28
Category : Mathematics
ISBN : 9781139503549

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Principles of Applied Statistics by D. R. Cox,Christl A. Donnelly Pdf

Applied statistics is more than data analysis, but it is easy to lose sight of the big picture. David Cox and Christl Donnelly distil decades of scientific experience into usable principles for the successful application of statistics, showing how good statistical strategy shapes every stage of an investigation. As you advance from research or policy question, to study design, through modelling and interpretation, and finally to meaningful conclusions, this book will be a valuable guide. Over a hundred illustrations from a wide variety of real applications make the conceptual points concrete, illuminating your path and deepening your understanding. This book is essential reading for anyone who makes extensive use of statistical methods in their work.

Author : Matthew A. Barsalou,Joel Smith
Publisher : Quality Press
Page : 376 pages
File Size : 52,8 Mb
Release : 2018-12-19
Category : Education
ISBN : 9780873899758

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Applied Statistics Manual by Matthew A. Barsalou,Joel Smith Pdf

This book was written to provide guidance for those who need to apply statistical methods for practical use. While the book provides detailed guidance on the use of Minitab for calculation, simply entering data into a software program is not sufficient to reliably gain knowledge from data. The software will provide an answer, but the answer may be wrong if the sample was not taken properly, the data was unsuitable for the statistical test that was performed, or the wrong test was selected. It is also possible that the answer will be correct, but misinterpreted. This book provides both guidance in applying the statistical methods described as well as instructions for performing calculations without a statistical software program such as Minitab. One of the authors is a professional statistician who spent nearly 13 years working at Minitab and the other is an experienced and certified Lean Six Sigma Master Black Belt. Together, they strive to present the knowledge of a statistician in a format that can be easily understood and applied by non-statisticians facing real-world problems. Their guidance is provided with the goal of making data analysis accessible and practical. Rather than focusing on theoretical concepts, the book delivers only the information that is critical to success for the practitioner. It is a thorough guide for those who have not yet been exposed to the value of statistics, as well as a reliable reference for those who have been introduced to statistics but are not yet confident in their abilities.

Author : John Neter
Publisher : Unknown
Page : 0 pages
File Size : 40,6 Mb
Release : 1978
Category : Statistics
ISBN : 0205134874

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Applied Statistics by John Neter Pdf

Author : Brian P. Macfie,Philip M. Nufrio
Publisher : M.E. Sharpe
Page : 560 pages
File Size : 48,6 Mb
Release : 2006
Category : Business & Economics
ISBN : 0765612399

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Applied Statistics for Public Policy by Brian P. Macfie,Philip M. Nufrio Pdf

CD-ROM included contains Polystat and sample data sets.

Author : Panchaksharappa Gowda D. H.
Publisher : Unknown
Page : 242 pages
File Size : 51,6 Mb
Release : 2021-09
Category : Electronic
ISBN : 9391910041

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Applied Statistics with Applications in Epidemiological Studies by Panchaksharappa Gowda D. H. Pdf

Author : D.R. Cox
Publisher : Routledge
Page : 192 pages
File Size : 53,9 Mb
Release : 2018-02-19
Category : Mathematics
ISBN : 9781351465809

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Applied Statistics - Principles and Examples by D.R. Cox Pdf

This book should be of interest to senior undergraduate and postgraduate students of applied statistics.

Author : K. KRISHNAIAH,P. SHAHABUDEEN
Publisher : PHI Learning Pvt. Ltd.
Page : 371 pages
File Size : 53,7 Mb
Release : 2012-01-18
Category : Business & Economics
ISBN : 9788120345270

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APPLIED DESIGN OF EXPERIMENTS AND TAGUCHI METHODS by K. KRISHNAIAH,P. SHAHABUDEEN Pdf

Design of experiments (DOE) is an off-line quality assurance technique used to achieve best performance of products and processes. This book covers the basic ideas, terminology, and the application of techniques necessary to conduct a study using DOE. The text is divided into two parts—Part I (Design of Experiments) and Part II (Taguchi Methods). Part I (Chapters 1–8) begins with a discussion on basics of statistics and fundamentals of experimental designs, and then, it moves on to describe randomized design, Latin square design, Graeco-Latin square design. In addition, it also deals with statistical model for a two-factor and three-factor experiments and analyses 2k factorial, 2k-m fractional factorial design and methodology of surface design. Part II (Chapters 9–16) discusses Taguchi quality loss function, orthogonal design, objective functions in robust design. Besides, the book explains the application of orthogonal arrays, data analysis using response graph method/analysis of variance, methods for multi-level factor designs, factor analysis and genetic algorithm. This book is intended as a text for the undergraduate students of Industrial Engineering and postgraduate students of Mechtronics Engineering, Mechanical Engineering, and Statistics. In addition, the book would also be extremely useful for both academicians and practitioners KEY FEATURES : Includes six case studies of DOE in the context of different industry sector. Provides essential DOE techniques for process improvement. Introduces simple graphical methods for reducing time taken to design and develop products.

Author : Theodore T. Allen
Publisher : Springer Science & Business Media
Page : 572 pages
File Size : 43,9 Mb
Release : 2010-04-23
Category : Technology & Engineering
ISBN : 9781849960007

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Introduction to Engineering Statistics and Lean Sigma by Theodore T. Allen Pdf

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.

Author : Bhisham C. Gupta,H. Fred Walker
Publisher : Quality Press
Page : 365 pages
File Size : 45,7 Mb
Release : 2007-06-30
Category : Business & Economics
ISBN : 9780873891622

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Statistical Quality Control for the Six Sigma Green Belt by Bhisham C. Gupta,H. Fred Walker Pdf

This book is a desk reference and instructional aid for those individuals currently involved with, or preparing for involvement with, Six Sigma project teams. As Six Sigma team members, Green Belts 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. The second in a four-book series geared specifically for these Green Belt activities, this book provides a thorough discussion of statistical quality control (SQC) tools. These tools are introduced and discussed from the perspective of application rather than theoretical development. From this perspective, readers are taught to consider the SQC tools as statistical “alarm bells” that send signals when there are one or more problems with a particular process. Guidance is also given on the use of Minitab and JMP in doing these various SQC applications. In addition, examples and sample problems from all industries appear throughout the book to aid a Green Belt's comprehension of the material.

Author : Jiju Antony
Publisher : Elsevier
Page : 296 pages
File Size : 42,8 Mb
Release : 2023-06-02
Category : Technology & Engineering
ISBN : 9780443151743

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Design of Experiments for Engineers and Scientists by Jiju Antony Pdf

This third edition of Design of Experiments for Engineers and Scientists adds to the tried and trusted tools that were successful in so many engineering organizations with new coverage of design of experiments (DoE) in the service sector. Case studies are updated throughout, and new ones are added on dentistry, higher education, and utilities. Although many books have been written on DoE for statisticians, this book overcomes the challenges a wider audience faces in using statistics by using easy-to-read graphical tools. Readers will find the concepts in this book both familiar and easy to understand, and users will soon be able to apply them in their work or research. This classic book is essential reading for engineers and scientists from all disciplines tackling all kinds of product and process quality problems and will be an ideal resource for students of this topic. Written in nonstatistical language, the book is an essential and accessible text for scientists and engineers who want to learn how to use DoE Explains why teaching DoE techniques in the improvement phase of Six Sigma is an important part of problem-solving methodology New edition includes two new chapters on DoE for services as well as case studies illustrating its wider application in the service industry

Author : Ajit C. Tamhane
Publisher : John Wiley & Sons
Page : 720 pages
File Size : 42,9 Mb
Release : 2012-09-12
Category : Science
ISBN : 9781118491430

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Statistical Analysis of Designed Experiments by Ajit C. Tamhane Pdf

A indispensable guide to understanding and designing modern experiments The tools and techniques of Design of Experiments (DOE) allow researchers to successfully collect, analyze, and interpret data across a wide array of disciplines. Statistical Analysis of Designed Experiments provides a modern and balanced treatment of DOE methodology with thorough coverage of the underlying theory and standard designs of experiments, guiding the reader through applications to research in various fields such as engineering, medicine, business, and the social sciences. The book supplies a foundation for the subject, beginning with basic concepts of DOE and a review of elementary normal theory statistical methods. Subsequent chapters present a uniform, model-based approach to DOE. Each design is presented in a comprehensive format and is accompanied by a motivating example, discussion of the applicability of the design, and a model for its analysis using statistical methods such as graphical plots, analysis of variance (ANOVA), confidence intervals, and hypothesis tests. Numerous theoretical and applied exercises are provided in each chapter, and answers to selected exercises are included at the end of the book. An appendix features three case studies that illustrate the challenges often encountered in real-world experiments, such as randomization, unbalanced data, and outliers. Minitab® software is used to perform analyses throughout the book, and an accompanying FTP site houses additional exercises and data sets. With its breadth of real-world examples and accessible treatment of both theory and applications, Statistical Analysis of Designed Experiments is a valuable book for experimental design courses at the upper-undergraduate and graduate levels. It is also an indispensable reference for practicing statisticians, engineers, and scientists who would like to further their knowledge of DOE.

Author : James K. Lindsey
Publisher : Oxford University Press on Demand
Page : 321 pages
File Size : 53,7 Mb
Release : 2004
Category : Mathematics
ISBN : 0198528949

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Introduction to Applied Statistics by James K. Lindsey Pdf

This text is aimed at students in medicine, biology and the social sciences as well as those planning to specialize in applied statistics. It covers the basics of the design and analysis of surveys and experiments and provides an understanding of the basic principles of modeling and inference. Practical advice is provided on how to design a study, collect data, record observations accurately, detect errors, construct appropriate models, and interpret the results. The text contains many illustrative examples and exercises relating statistical principles to research. A companion web site is available with links to data sets, R codes, and an instructor's manual with teaching hints and solutions.