Practical Guide To Experimental Design

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Practical Guide to Experimental Design

Author : Normand L. Frigon
Publisher : John Wiley & Sons
ISBN 13 : 9780471139195
Total Pages : 352 pages
Book Rating : 4.1/5 (391 download)

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Book Synopsis Practical Guide to Experimental Design by : Normand L. Frigon

Download or read book Practical Guide to Experimental Design written by Normand L. Frigon and published by John Wiley & Sons. This book was released on 1996-11-28 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last decade, Design of Experiments (DOE) has become established as a prime analytical and forecasting method with a vital role to play in product and process improvement. Now Practical Guide to Experimental Design lets you put this high-level statistical technique to work in your field, whether you are in the manufacturing or services sector. This accessible book equips you with all of the basic technical and managerial skills you need to develop, execute, and evaluate designed experiments effectively. You will develop a solid grounding in the statistical underpinnings of DOE, including distributions, analysis of variance, and more. You will also gain a firm grasp of full and fractional factorial techniques, the use of DOE in fault isolation and failure analysis, and the application of individual DOE methods within an integrated system. Each procedure is clearly illustrated one step at a time with the help of simplified notation and easy-to-understand spreadsheets. The book's real-world approach is reinforced throughout by case studies, examples, and exercises taken from a broad cross section of business applications. Practical Guide to Experimental Design is a valuable competitive asset for engineers, scientists, and decision-makers in many industries, as well as an important resource for researchers and advanced students. This hands-on guide offers complete, down-to-earth coverage of Design of Experiments (DOE) basics, providing you with the technical and managerial tools you need to put this powerful technique into action to help you achieve your quality improvement objectives. Using a clear, step-by-step approach, Practical Guide to Experimental Design shows you how to develop, perform, and analyze designed experiments. The book features: * Accessible coverage of statistical concepts, including data acquisition, reporting of results, sampling and other distributions, and more * A complete range of analytical procedures - analysis of variance, full and fractional factorial DOE, and the role of DOE in fault isolation and failure analysis * In-depth case studies, examples, and exercises covering a range of different uses of DOE * Broad applications across manufacturing, service, administrative, and other business sectors No matter what your field, Practical Guide to Experimental Design provides you with the "on-the-ground" assistance necessary to transform DOE theory into practice - the ideal guide for engineers, scientists, researchers, and advanced students.

Design of Experiments in Chemical Engineering

Author : Zivorad R. Lazic
Publisher : John Wiley & Sons
ISBN 13 : 3527604596
Total Pages : 620 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Design of Experiments in Chemical Engineering by : Zivorad R. Lazic

Download or read book Design of Experiments in Chemical Engineering written by Zivorad R. Lazic and published by John Wiley & Sons. This book was released on 2006-03-06 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: While existing books related to DOE are focused either on process or mixture factors or analyze specific tools from DOE science, this text is structured both horizontally and vertically, covering the three most common objectives of any experimental research: * screening designs * mathematical modeling, and * optimization. Written in a simple and lively manner and backed by current chemical product studies from all around the world, the book elucidates basic concepts of statistical methods, experiment design and optimization techniques as applied to chemistry and chemical engineering. Throughout, the focus is on unifying the theory and methodology of optimization with well-known statistical and experimental methods. The author draws on his own experience in research and development, resulting in a work that will assist students, scientists and engineers in using the concepts covered here in seeking optimum conditions for a chemical system or process. With 441 tables, 250 diagrams, as well as 200 examples drawn from current chemical product studies, this is an invaluable and convenient source of information for all those involved in process optimization.

Practical Guide to Designed Experiments

Author : Paul D Funkenbusch
Publisher : CRC Press
ISBN 13 : 9781032180144
Total Pages : 220 pages
Book Rating : 4.1/5 (81 download)

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Book Synopsis Practical Guide to Designed Experiments by : Paul D Funkenbusch

Download or read book Practical Guide to Designed Experiments written by Paul D Funkenbusch and published by CRC Press. This book was released on 2021-09-30 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presenting essential material in a way that permits rapid application to practical problems, this guide provides the structure and understanding necessary for long-term growth. The author first explains how the components fit and work together to make a successful experimental design, then analyzes each component in detail, presenting the various a

Quasi-Experimentation

Author : Charles S. Reichardt
Publisher : Guilford Publications
ISBN 13 : 1462540201
Total Pages : 382 pages
Book Rating : 4.4/5 (625 download)

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Book Synopsis Quasi-Experimentation by : Charles S. Reichardt

Download or read book Quasi-Experimentation written by Charles S. Reichardt and published by Guilford Publications. This book was released on 2019-09-02 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Featuring engaging examples from diverse disciplines, this book explains how to use modern approaches to quasi-experimentation to derive credible estimates of treatment effects under the demanding constraints of field settings. Foremost expert Charles S. Reichardt provides an in-depth examination of the design and statistical analysis of pretest-posttest, nonequivalent groups, regression discontinuity, and interrupted time-series designs. He details their relative strengths and weaknesses and offers practical advice about their use. Reichardt compares quasi-experiments to randomized experiments and discusses when and why the former might be a better choice. Modern moethods for elaborating a research design to remove bias from estimates of treatment effects are described, as are tactics for dealing with missing data and noncompliance with treatment assignment. Throughout, mathematical equations are translated into words to enhance accessibility.

Experimental Design for Biologists

Author : David J. Glass
Publisher : CSHL Press
ISBN 13 : 0879697350
Total Pages : 211 pages
Book Rating : 4.8/5 (796 download)

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Book Synopsis Experimental Design for Biologists by : David J. Glass

Download or read book Experimental Design for Biologists written by David J. Glass and published by CSHL Press. This book was released on 2007 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: The effective design of scientific experiments is critical to success, yet graduate students receive very little formal training in how to do it. Based on a well-received course taught by the author, Experimental Design for Biologistsfills this gap. Experimental Design for Biologistsexplains how to establish the framework for an experimental project, how to set up a system, design experiments within that system, and how to determine and use the correct set of controls. Separate chapters are devoted to negative controls, positive controls, and other categories of controls that are perhaps less recognized, such as â€œassumption controlsâ€ and â€œexperimentalist controlsâ€ . Furthermore, there are sections on establishing the experimental system, which include performing critical â€œsystem controlsâ€ . Should all experimental plans be hypothesis-driven? Is a question/answer approach more appropriate? What was the hypothesis behind the Human Genome Project? What color is the sky? How does one get to Carnegie Hall? The answers to these kinds of questions can be found in Experimental Design for Biologists. Written in an engaging manner, the book provides compelling lessons in framing an experimental question, establishing a validated system to answer the question, and deriving verifiable models from experimental data. Experimental Design for Biologistsis an essential source of theory and practical guidance in designing a research plan.

How to Design and Report Experiments

Author : Andy Field
Publisher : SAGE
ISBN 13 : 144626002X
Total Pages : 402 pages
Book Rating : 4.4/5 (462 download)

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Book Synopsis How to Design and Report Experiments by : Andy Field

Download or read book How to Design and Report Experiments written by Andy Field and published by SAGE. This book was released on 2002-12-20 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to Design and Report Experiments is the perfect textbook and guide to the often bewildering world of experimental design and statistics. It provides a complete map of the entire process beginning with how to get ideas about research, how to refine your research question and the actual design of the experiment, leading on to statistical procedure and assistance with writing up of results. While many books look at the fundamentals of doing successful experiments and include good coverage of statistical techniques, this book very importantly considers the process in chronological order with specific attention given to effective design in the context of likely methods needed and expected results. Without full assessment of these aspects, the experience and results may not end up being as positive as one might have hoped. Ample coverage is then also provided of statistical data analysis, a hazardous journey in itself, and the reporting of findings, with numerous examples and helpful tips of common downfalls throughout. Combining light humour, empathy with solid practical guidance to ensure a positive experience overall, How to Design and Report Experiments will be essential reading for students in psychology and those in cognate disciplines with an experimental focus or content in research methods courses.

Single-case and Small-n Experimental Designs

Author : John B. Todman
Publisher : Psychology Press
ISBN 13 : 1135659354
Total Pages : 231 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Single-case and Small-n Experimental Designs by : John B. Todman

Download or read book Single-case and Small-n Experimental Designs written by John B. Todman and published by Psychology Press. This book was released on 2001-03 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a practical guide to help researchers draw valid causal inferences from small-scale clinical intervention studies. It should be of interest to teachers of, and students in, courses with an experimental clinical component, as well as clinical researchers. Inferential statistics used in the analysis of group data are frequently invalid for use with data from single-case experimental designs. Even non-parametric rank tests provide, at best, approximate solutions for only some single-case (and small-n ) designs. Randomization (Exact) tests, on the other hand, can provide valid statistical analyses for all designs that incorporate a random procedure for assigning treatments to subjects or observation periods, including single-case designs. These Randomization tests require large numbers of data rearrangements and have been seldom used, partly because desktop computers have only recently become powerful enough to complete the analyses in a reasonable time. Now that the necessary computational power is available, they continue to be under-used because they receive scant attention in standard statistical texts for behavioral researchers and because available programs for running the analyses are relatively inaccessible to researchers with limited statistical or computing interest. This book is first and foremost a practical guide, although it also presents the theoretical basis for Randomization tests. Its most important aim is to make these tests accessible to researchers for a wide range of designs. It does this by providing programs on CD-ROM that allow users to run analyses of their data within a standard package (Minitab, Excel, or SPSS) with which they are already familiar. No statistical or computing expertise is required to use these programs. This is the "new stats" for single-case and small-n intervention studies, and anyone interested in this research approach will benefit.

Optimal Design of Experiments

Author : Peter Goos
Publisher : John Wiley & Sons
ISBN 13 : 1119976162
Total Pages : 249 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Optimal Design of Experiments by : Peter Goos

Download or read book Optimal Design of Experiments written by Peter Goos and published by John Wiley & Sons. This book was released on 2011-06-28 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This is an engaging and informative book on the modern practice of experimental design. The authors' writing style is entertaining, the consulting dialogs are extremely enjoyable, and the technical material is presented brilliantly but not overwhelmingly. The book is a joy to read. Everyone who practices or teaches DOE should read this book." - Douglas C. Montgomery, Regents Professor, Department of Industrial Engineering, Arizona State University "It's been said: 'Design for the experiment, don't experiment for the design.' This book ably demonstrates this notion by showing how tailor-made, optimal designs can be effectively employed to meet a client's actual needs. It should be required reading for anyone interested in using the design of experiments in industrial settings." —Christopher J. Nachtsheim, Frank A Donaldson Chair in Operations Management, Carlson School of Management, University of Minnesota This book demonstrates the utility of the computer-aided optimal design approach using real industrial examples. These examples address questions such as the following: How can I do screening inexpensively if I have dozens of factors to investigate? What can I do if I have day-to-day variability and I can only perform 3 runs a day? How can I do RSM cost effectively if I have categorical factors? How can I design and analyze experiments when there is a factor that can only be changed a few times over the study? How can I include both ingredients in a mixture and processing factors in the same study? How can I design an experiment if there are many factor combinations that are impossible to run? How can I make sure that a time trend due to warming up of equipment does not affect the conclusions from a study? How can I take into account batch information in when designing experiments involving multiple batches? How can I add runs to a botched experiment to resolve ambiguities? While answering these questions the book also shows how to evaluate and compare designs. This allows researchers to make sensible trade-offs between the cost of experimentation and the amount of information they obtain.

Quality by Experimental Design

Author : Thomas B. Barker
Publisher : CRC Press
ISBN 13 : 1482249677
Total Pages : 740 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Quality by Experimental Design by : Thomas B. Barker

Download or read book Quality by Experimental Design written by Thomas B. Barker and published by CRC Press. This book was released on 2016-01-27 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt: Achieve Technological Advancements in Applied Science and Engineering Using Efficient Experiments That Consume the Least Amount of ResourcesWritten by longtime experimental design guru Thomas B. Barker and experimental development/Six Sigma expert Andrew Milivojevich, Quality by Experimental Design, Fourth Edition shows how to design and analyze ex

Experimental Design for Laboratory Biologists

Author : Stanley E. Lazic
Publisher : Cambridge University Press
ISBN 13 : 1316810674
Total Pages : 429 pages
Book Rating : 4.3/5 (168 download)

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Book Synopsis Experimental Design for Laboratory Biologists by : Stanley E. Lazic

Download or read book Experimental Design for Laboratory Biologists written by Stanley E. Lazic and published by Cambridge University Press. This book was released on 2016-12-08 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Specifically intended for lab-based biomedical researchers, this practical guide shows how to design experiments that are reproducible, with low bias, high precision, and widely applicable results. With specific examples from research using both cell cultures and model organisms, it explores key ideas in experimental design, assesses common designs, and shows how to plan a successful experiment. It demonstrates how to control biological and technical factors that can introduce bias or add noise, and covers rarely discussed topics such as graphical data exploration, choosing outcome variables, data quality control checks, and data pre-processing. It also shows how to use R for analysis, and is designed for those with no prior experience. An accompanying website (https://stanlazic.github.io/EDLB.html) includes all R code, data sets, and the labstats R package. This is an ideal guide for anyone conducting lab-based biological research, from students to principle investigators working in either academia or industry.

Experimental Human-Computer Interaction

Author : Helen C. Purchase
Publisher : Cambridge University Press
ISBN 13 : 1107010063
Total Pages : 263 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Experimental Human-Computer Interaction by : Helen C. Purchase

Download or read book Experimental Human-Computer Interaction written by Helen C. Purchase and published by Cambridge University Press. This book was released on 2012-07-23 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: Takes the human-computer interaction researcher through the complete experimental process, from identifying a research question, to conducting an experiment and analysing the results.

Proteomics in Practice

Author : Reiner Westermeier
Publisher : John Wiley & Sons
ISBN 13 : 3527622306
Total Pages : 502 pages
Book Rating : 4.5/5 (276 download)

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Book Synopsis Proteomics in Practice by : Reiner Westermeier

Download or read book Proteomics in Practice written by Reiner Westermeier and published by John Wiley & Sons. This book was released on 2008-09-08 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: Still the only concise practical guide to laboratory experiments in proteomics, this new edition now also covers DIGE technology and liquid-chromatography, while the troubleshooting section has been considerably extended. Adopting a practical approach, the authors present the relevant techniques and explain the route to successful experimental design and optimal method selection. They cover such electrophoretic techniques as isoelectric focusing, SDS page, 2-D page, and DIGE, as well as liquid-chromatography techniques, such as ion exchange, affinity chromatography and reversed-phase HPLC. Mass-spectrometric techniques include MALDI, ESI, and FT ICR. Generously illustrated, partly in color, the book also features updates of protocols as well as animations illustrating crucial methodological steps on a companion website.

Single-case and Small-n Experimental Designs

Author : Pat Dugard
Publisher : Taylor & Francis
ISBN 13 : 1136588477
Total Pages : 306 pages
Book Rating : 4.1/5 (365 download)

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Book Synopsis Single-case and Small-n Experimental Designs by : Pat Dugard

Download or read book Single-case and Small-n Experimental Designs written by Pat Dugard and published by Taylor & Francis. This book was released on 2012-04-27 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide explains the use of randomization tests and provides example designs and macros for implementation in IBM SPSS and Excel. It reviews the theory and practice of single-case and small-n designs so readers can draw valid causal inferences from small-scale clinical studies. The macros and example data are provided on the book’s website so that users can run analyses of the text data as well as data from their own studies. The new edition features: More explanation as to why randomization tests are useful and how to apply them. More varied and expanded examples that demonstrate the use of these tests in education, clinical work and psychology. A website with the macros and datasets for all of the text examples in IBM SPSS and Excel. Exercises at the end of most chapters that help readers test their understanding of the material. A new glossary that defines the key words that appear in italics when they are first introduced. A new appendix that reviews the basic skills needed to do randomization tests. New appendices that provide annotated SPSS and Excel macros to help readers write their own or tinker with the ones provided in the book. The book opens with an overview of single case and small n designs -- why they are needed and how they differ from descriptive case studies. Chapter 2 focuses on the basic concepts of randoization tests. Next how to choose and implement a randomization design is reviewed including material on how to perform the randomizations, how to select the number of observations, and how to record the data. Chapter 5 focuses on how to analyze the data including how to use the macros and understand the results. Chapter 6 shows how randomization tests fit into the body of statistical inference. Chapter 7 discusses size and power. The book concludes with a demonstration of how to edit or modify the macros or use parts of them to write your own. Ideal as a text for courses on single-case, small n design, and/or randomization tests taught at the graduate level in psychology (especially clinical, counseling, educational, and school), education, human development, nursing, and other social and health sciences, this inexpensive book also serves as a supplement in statistics or research methods courses. Practitioners and researchers with an applied clinical focus also appreciate this book’s accessible approach. An introduction to basic statistics, SPSS, and Excel is assumed.

Practical Experiment Designs

Author : William J. Diamond
Publisher : Wiley
ISBN 13 : 9780471289715
Total Pages : 0 pages
Book Rating : 4.2/5 (897 download)

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Book Synopsis Practical Experiment Designs by : William J. Diamond

Download or read book Practical Experiment Designs written by William J. Diamond and published by Wiley. This book was released on 1989-10-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Practical Guide to Designed Experiments

Author : Paul D Funkenbusch
Publisher : CRC Press
ISBN 13 : 9781032180144
Total Pages : 220 pages
Book Rating : 4.1/5 (81 download)

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Book Synopsis Practical Guide to Designed Experiments by : Paul D Funkenbusch

Eye Tracking the User Experience

Author : Aga Bojko
Publisher : Rosenfeld Media
ISBN 13 : 1933820918
Total Pages : 321 pages
Book Rating : 4.9/5 (338 download)

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Book Synopsis Eye Tracking the User Experience by : Aga Bojko

Download or read book Eye Tracking the User Experience written by Aga Bojko and published by Rosenfeld Media. This book was released on 2013-11-15 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: Eye tracking is a widely used research method, but there are many questions and misconceptions about how to effectively apply it. Eye Tracking the User Experience—the first how-to book about eye tracking for UX practitioners—offers step-by-step advice on how to plan, prepare, and conduct eye tracking studies; how to analyze and interpret eye movement data; and how to successfully communicate eye tracking findings.

Running Behavioral Studies With Human Participants

Author : Frank E. Ritter
Publisher : SAGE
ISBN 13 : 1452217424
Total Pages : 209 pages
Book Rating : 4.4/5 (522 download)

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Book Synopsis Running Behavioral Studies With Human Participants by : Frank E. Ritter

Download or read book Running Behavioral Studies With Human Participants written by Frank E. Ritter and published by SAGE. This book was released on 2013 with total page 209 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical, concrete road map to running research studies with human subjects. Covering both conceptual and practical issues critical to implementing a study with human participants, this book is organized to follow the standard process in experiment-based research, covering such issues as potential ethical problems, risks to validity, experimental setup, running a study, and concluding a study. The detailed guidance on each step of a study is ideal for anyone who has had little or no previous practical training in research methodology. The book's examples and sample forms are drawn from areas such as cognitive psychology, human factors, human-computer interaction, and human-robotic interaction. Key Features A coherent view of how to implement the experimental process, including detailed discussions of the setup and running of behavioral studies, gives you a practical guide for implementing your own experiments. Concrete examples speak to the diverse needs of the HCl, human factors, cognitive science, and related communities. Practical coverage of risks and problems that can be anticipated and avoided helps you recognize the ethical challenges you might encounter during the course of designing, running, or concluding a study. Three running example scenarios drawn from industrial and academic settings help you understand the major themes of each chapter. Example forms provide you with models you can use as you create your own experimental documents (such as IRB applications, experimental scripts, consent forms, and room layouts) to meet your particular research needs. Practical advice and examples of challenges associated with experimental setup and execution (such as how to set up experimental rooms, manage late or missing participants, and devise an effective experimental script) humanize key points in a memorable way, helping you recall the major points of the book. Built-in learning aids include further readings, an appendix on running studies online, questions at the end of each chapter, and publication paths and types that encourage you to take ownership of the research process and engage in research in a directed and methodical way. Book jacket.