Design Of Experiments
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Reliability Improvement With Design Of Experiment Second Edition
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Author : Lloyd Condra
language : en
Publisher: CRC Press
Release Date : 2001-04-19
Reliability Improvement With Design Of Experiment Second Edition written by Lloyd Condra and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-04-19 with Technology & Engineering categories.
A guide to implementing and operating a practical reliability program using carefully designed experiments to provide information quickly, efficiently and cost effectively. It emphasizes real world solutions to daily problems. The second edition contains a special expanded section demonstrating how to combine accelerated testing with design of experiments for immediate improvement.
Design Of Experiments
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Author : Max Morris
language : en
Publisher: CRC Press
Release Date : 2010-07-27
Design Of Experiments written by Max Morris and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-07-27 with Mathematics categories.
Offering deep insight into the connections between design choice and the resulting statistical analysis, Design of Experiments: An Introduction Based on Linear Models explores how experiments are designed using the language of linear statistical models. The book presents an organized framework for understanding the statistical aspects of experimental design as a whole within the structure provided by general linear models, rather than as a collection of seemingly unrelated solutions to unique problems. The core material can be found in the first thirteen chapters. These chapters cover a review of linear statistical models, completely randomized designs, randomized complete blocks designs, Latin squares, analysis of data from orthogonally blocked designs, balanced incomplete block designs, random block effects, split-plot designs, and two-level factorial experiments. The remainder of the text discusses factorial group screening experiments, regression model design, and an introduction to optimal design. To emphasize the practical value of design, most chapters contain a short example of a real-world experiment. Details of the calculations performed using R, along with an overview of the R commands, are provided in an appendix. This text enables students to fully appreciate the fundamental concepts and techniques of experimental design as well as the real-world value of design. It gives them a profound understanding of how design selection affects the information obtained in an experiment.
Applied Design Of Experiments And Taguchi Methods
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Author : K. KRISHNAIAH
language : en
Publisher: PHI Learning Pvt. Ltd.
Release Date : 2012-01-18
Applied Design Of Experiments And Taguchi Methods written by K. KRISHNAIAH and has been published by PHI Learning Pvt. Ltd. this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-18 with Business & Economics categories.
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.
Modern Experimental Design
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Author : Thomas P. Ryan
language : en
Publisher: John Wiley & Sons
Release Date : 2007-02-02
Modern Experimental Design written by Thomas P. Ryan and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-02-02 with Mathematics categories.
A complete and well-balanced introduction to modern experimental design Using current research and discussion of the topic along with clear applications, Modern Experimental Design highlights the guiding role of statistical principles in experimental design construction. This text can serve as both an applied introduction as well as a concise review of the essential types of experimental designs and their applications. Topical coverage includes designs containing one or multiple factors, designs with at least one blocking factor, split-unit designs and their variations as well as supersaturated and Plackett-Burman designs. In addition, the text contains extensive treatment of: Conditional effects analysis as a proposed general method of analysis Multiresponse optimization Space-filling designs, including Latin hypercube and uniform designs Restricted regions of operability and debarred observations Analysis of Means (ANOM) used to analyze data from various types of designs The application of available software, including Design-Expert, JMP, and MINITAB This text provides thorough coverage of the topic while also introducing the reader to new approaches. Using a large number of references with detailed analyses of datasets, Modern Experimental Design works as a well-rounded learning tool for beginners as well as a valuable resource for practitioners.
Handbook Of Design And Analysis Of Experiments
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Author : Angela Dean
language : en
Publisher: CRC Press
Release Date : 2015-06-26
Handbook Of Design And Analysis Of Experiments written by Angela Dean and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-26 with Mathematics categories.
This carefully edited collection synthesizes the state of the art in the theory and applications of designed experiments and their analyses. It provides a detailed overview of the tools required for the optimal design of experiments and their analyses. The handbook covers many recent advances in the field, including designs for nonlinear models and algorithms applicable to a wide variety of design problems. It also explores the extensive use of experimental designs in marketing, the pharmaceutical industry, engineering and other areas.
A First Course In Linear Models And Design Of Experiments
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Author : N. R. Mohan Madhyastha
language : en
Publisher: Springer Nature
Release Date : 2020-11-13
A First Course In Linear Models And Design Of Experiments written by N. R. Mohan Madhyastha and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-13 with Mathematics categories.
This textbook presents the basic concepts of linear models, design and analysis of experiments. With the rigorous treatment of topics and provision of detailed proofs, this book aims at bridging the gap between basic and advanced topics of the subject. Initial chapters of the book explain linear estimation in linear models and testing of linear hypotheses, and the later chapters apply this theory to the analysis of specific models in designing statistical experiments. The book includes topics on the basic theory of linear models covering estimability, criteria for estimability, Gauss–Markov theorem, confidence interval estimation, linear hypotheses and likelihood ratio tests, the general theory of analysis of general block designs, complete and incomplete block designs, general row column designs with Latin square design and Youden square design as particular cases, symmetric factorial experiments, missing plot technique, analyses of covariance models, split plot and split block designs. Every chapter has examples to illustrate the theoretical results and exercises complementing the topics discussed. R codes are provided at the end of every chapter for at least one illustrative example from the chapter enabling readers to write similar codes for other examples and exercise.
Fundamental Concepts In The Design Of Experiments
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Author : Charles Robert Hicks
language : en
Publisher: Holt McDougal
Release Date : 1973
Fundamental Concepts In The Design Of Experiments written by Charles Robert Hicks and has been published by Holt McDougal this book supported file pdf, txt, epub, kindle and other format this book has been release on 1973 with Reference categories.
The experiment, the design, and the analysis; Review of statistical inference; Single-factor experiments with no restrictions on randomization; Single-factor experiments - randomized block design; Single-factor experiments - latin and other squares; Factorial experiments; 2n factorial experiments; Qualitative and quantitative factors; 3n factorial experiments; Fixed, random and mixed models; Nested and nested-factorial experiments; Experiments of two or more factors - restrictions on 4randomization; Factorial experiments - split-plot design; Factorial experiment - confounding in blocks; Franctional replication; Miscellaneous topics.
Design And Analysis Of Experiments
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Author : Manindra Nath Das
language : en
Publisher: New Age International
Release Date : 1979
Design And Analysis Of Experiments written by Manindra Nath Das and has been published by New Age International this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Experimental design categories.
Design Of Experiments
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Author : Bradley Jones
language : en
Publisher: Wiley Global Education
Release Date : 2019-12-12
Design Of Experiments written by Bradley Jones and has been published by Wiley Global Education this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-12 with Technology & Engineering categories.
Design of Experiments: A Modern Approach introduces readers to planning and conducting experiments, analyzing the resulting data, and obtaining valid and objective conclusions. This innovative textbook uses design optimization as its design construction approach, focusing on practical experiments in engineering, science, and business rather than orthogonal designs and extensive analysis. Requiring only first-course knowledge of statistics and familiarity with matrix algebra, student-friendly chapters cover the design process for a range of various types of experiments. The text follows a traditional outline for a design of experiments course, beginning with an introduction to the topic, historical notes, a review of fundamental statistics concepts, and a systematic process for designing and conducting experiments. Subsequent chapters cover simple comparative experiments, variance analysis, two-factor factorial experiments, randomized complete block design, response surface methodology, designs for nonlinear models, and more. Readers gain a solid understanding of the role of experimentation in technology commercialization and product realization activities—including new product design, manufacturing process development, and process improvement—as well as many applications of designed experiments in other areas such as marketing, service operations, e-commerce, and general business operations.
Design Of Experiment
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Author : Bradley Jones
language : en
Publisher:
Release Date : 2019-11
Design Of Experiment written by Bradley Jones and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11 with Experimental design categories.
"There are several textbooks covering material in design of experiments (DOE). It is a fair question, then, to ask, "Why write another DOE textbook?" One answer is based on the observation that in 2018 over a quarter of the DOE courses taught at the university level rely on course notes rather than a text. We view this as an evidence of pent-up demand for a different kind of textbook than is currently available. A characteristic of many DOE textbooks is that they focus as much or more on analysis than on design. A student might get the impression that there is only one appropriate design for any scenario and this design should be orthogonal. Orthogonal designs have the desirable feature that the analysis of the data generated after running the experiment is less demanding than the analysis of observational data"--