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Experimental Design Research

Experimental Design Research
Author: Philip Cash
Publisher: Springer
Total Pages: 270
Release: 2016-05-17
Genre: Technology & Engineering
ISBN: 3319337815

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This book presents a new, multidisciplinary perspective on and paradigm for integrative experimental design research. It addresses various perspectives on methods, analysis and overall research approach, and how they can be synthesized to advance understanding of design. It explores the foundations of experimental approaches and their utility in this domain, and brings together analytical approaches to promote an integrated understanding. The book also investigates where these approaches lead to and how they link design research more fully with other disciplines (e.g. psychology, cognition, sociology, computer science, management). Above all, the book emphasizes the integrative nature of design research in terms of the methods, theories, and units of study—from the individual to the organizational level. Although this approach offers many advantages, it has inherently led to a situation in current research practice where methods are diverging and integration between individual, team and organizational understanding is becoming increasingly tenuous, calling for a multidisciplinary and transdiscipinary perspective. Experimental design research thus offers a powerful tool and platform for resolving these challenges. Providing an invaluable resource for the design research community, this book paves the way for the next generation of researchers in the field by bridging methods and methodology. As such, it will especially benefit postgraduate students and researchers in design research, as well as engineering designers.


Experimental Design

Experimental Design
Author: Paul D. Berger
Publisher: Springer
Total Pages: 639
Release: 2017-11-28
Genre: Mathematics
ISBN: 3319645838

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This text introduces and provides instruction on the design and analysis of experiments for a broad audience. Formed by decades of teaching, consulting, and industrial experience in the Design of Experiments field, this new edition contains updated examples, exercises, and situations covering the science and engineering practice. This text minimizes the amount of mathematical detail, while still doing full justice to the mathematical rigor of the presentation and the precision of statements, making the text accessible for those who have little experience with design of experiments and who need some practical advice on using such designs to solve day-to-day problems. Additionally, an intuitive understanding of the principles is always emphasized, with helpful hints throughout.


Experimental Design and Process Optimization

Experimental Design and Process Optimization
Author: Maria Isabel Rodrigues
Publisher: CRC Press
Total Pages: 324
Release: 2014-12-11
Genre: Science
ISBN: 1482299569

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Experimental Design and Process Optimization delves deep into the design of experiments (DOE). The book includes Central Composite Rotational Design (CCRD), fractional factorial, and Plackett and Burman designs as a means to solve challenges in research and development as well as a tool for the improvement of the processes already implemented. Appr


Experimental Design and Data Analysis for Biologists

Experimental Design and Data Analysis for Biologists
Author: Gerald Peter Quinn
Publisher: Cambridge University Press
Total Pages: 560
Release: 2002-03-21
Genre: Mathematics
ISBN: 9780521009768

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Regression, analysis of variance, correlation, graphical.


Understanding Statistics and Experimental Design

Understanding Statistics and Experimental Design
Author: Michael H. Herzog
Publisher: Springer
Total Pages: 146
Release: 2019-08-13
Genre: Science
ISBN: 3030034992

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This open access textbook provides the background needed to correctly use, interpret and understand statistics and statistical data in diverse settings. Part I makes key concepts in statistics readily clear. Parts I and II give an overview of the most common tests (t-test, ANOVA, correlations) and work out their statistical principles. Part III provides insight into meta-statistics (statistics of statistics) and demonstrates why experiments often do not replicate. Finally, the textbook shows how complex statistics can be avoided by using clever experimental design. Both non-scientists and students in Biology, Biomedicine and Engineering will benefit from the book by learning the statistical basis of scientific claims and by discovering ways to evaluate the quality of scientific reports in academic journals and news outlets.


Experimental Design (German Edition with English Language Inserts)

Experimental Design (German Edition with English Language Inserts)
Author: Armin Lindauer
Publisher:
Total Pages: 0
Release: 2015
Genre:
ISBN: 9783721209129

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This visual reference book comprehensively shows how experimentation and methodology can be used in the design process, thus resulting in creative design solutions.


Experimental Design for Biologists

Experimental Design for Biologists
Author: David J. Glass
Publisher: CSHL Press
Total Pages: 211
Release: 2007
Genre: Biology
ISBN: 0879697350

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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 “assumption controls†and “experimentalist controls†. Furthermore, there are sections on establishing the experimental system, which include performing critical “system controls†. 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.


Quality by Experimental Design

Quality by Experimental Design
Author: Thomas B. Barker
Publisher: CRC Press
Total Pages: 740
Release: 2016-01-27
Genre: Business & Economics
ISBN: 1482249677

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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

Experimental Design for Laboratory Biologists
Author: Stanley E. Lazic
Publisher: Cambridge University Press
Total Pages: 429
Release: 2016-12-08
Genre: Medical
ISBN: 1316810674

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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 Design in Biotechnology

Experimental Design in Biotechnology
Author: Perry D. Haaland
Publisher: CRC Press
Total Pages: 284
Release: 2020-11-25
Genre: Mathematics
ISBN: 1000103706

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This book provides the first time user of statistics with an understanding of how and why statistical experimental design and analysis can be an effective problem solving tool. It presents experimental designs which are useful for small screening and response surface experiments.