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Cautionary Tales In Designed Experiments
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Book Synopsis Cautionary Tales in Designed Experiments by : David S. Salsburg
Download or read book Cautionary Tales in Designed Experiments written by David S. Salsburg and published by . This book was released on 2020-09-28 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: The beauty of DOE is about learning--from mistakes, from trying new things, and from working with others. Cautionary Tales in Designed Experiments aims to explain statistical design of experiments (DOE), Ronald Fisher's great innovation, to readers with minimal mathematical knowledge and skills. The book starts with historical examples and goes on to cover missteps, mismanaged experiments, learnings, the importance of randomization, and more. In later chapters, the book covers more statistical concepts, such as various designs for experiments, analysis of variance, Bayes' theorem in DOE, measurement, and when experiments fail. The book concludes by citing the ubiquity of statistical design of experiments.
Book Synopsis Design of Comparative Experiments by : R. A. Bailey
Download or read book Design of Comparative Experiments written by R. A. Bailey and published by Cambridge University Press. This book was released on 2008-04-17 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book should be on the shelf of every practising statistician who designs experiments. Good design considers units and treatments first, and then allocates treatments to units. It does not choose from a menu of named designs. This approach requires a notation for units that does not depend on the treatments applied. Most structure on the set of observational units, or on the set of treatments, can be defined by factors. This book develops a coherent framework for thinking about factors and their relationships, including the use of Hasse diagrams. These are used to elucidate structure, calculate degrees of freedom and allocate treatment subspaces to appropriate strata. Based on a one-term course the author has taught since 1989, the book is ideal for advanced undergraduate and beginning graduate courses. Examples, exercises and discussion questions are drawn from a wide range of real applications: from drug development, to agriculture, to manufacturing.
Book Synopsis The Design of Experiments in Neuroscience by : Mary Harrington
Download or read book The Design of Experiments in Neuroscience written by Mary Harrington and published by Cambridge University Press. This book was released on 2020-02-06 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: A student guide to neuroscience research including how to select a topic, analyze data, and present research.
Book Synopsis Statistical Design and Analysis of Biological Experiments by : Hans-Michael Kaltenbach
Download or read book Statistical Design and Analysis of Biological Experiments written by Hans-Michael Kaltenbach and published by Springer Nature. This book was released on 2021-04-15 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: This richly illustrated book provides an overview of the design and analysis of experiments with a focus on non-clinical experiments in the life sciences, including animal research. It covers the most common aspects of experimental design such as handling multiple treatment factors and improving precision. In addition, it addresses experiments with large numbers of treatment factors and response surface methods for optimizing experimental conditions or biotechnological yields. The book emphasizes the estimation of effect sizes and the principled use of statistical arguments in the broader scientific context. It gradually transitions from classical analysis of variance to modern linear mixed models, and provides detailed information on power analysis and sample size determination, including ‘portable power’ formulas for making quick approximate calculations. In turn, detailed discussions of several real-life examples illustrate the complexities and aberrations that can arise in practice. Chiefly intended for students, teachers and researchers in the fields of experimental biology and biomedicine, the book is largely self-contained and starts with the necessary background on basic statistical concepts. The underlying ideas and necessary mathematics are gradually introduced in increasingly complex variants of a single example. Hasse diagrams serve as a powerful method for visualizing and comparing experimental designs and deriving appropriate models for their analysis. Manual calculations are provided for early examples, allowing the reader to follow the analyses in detail. More complex calculations rely on the statistical software R, but are easily transferable to other software. Though there are few prerequisites for effectively using the book, previous exposure to basic statistical ideas and the software R would be advisable.
Book Synopsis The Power of Experiments by : Michael Luca
Download or read book The Power of Experiments written by Michael Luca and published by MIT Press. This book was released on 2021-03-02 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: How tech companies like Google, Airbnb, StubHub, and Facebook learn from experiments in our data-driven world—an excellent primer on experimental and behavioral economics Have you logged into Facebook recently? Searched for something on Google? Chosen a movie on Netflix? If so, you've probably been an unwitting participant in a variety of experiments—also known as randomized controlled trials—designed to test the impact of different online experiences. Once an esoteric tool for academic research, the randomized controlled trial has gone mainstream. No tech company worth its salt (or its share price) would dare make major changes to its platform without first running experiments to understand how they would influence user behavior. In this book, Michael Luca and Max Bazerman explain the importance of experiments for decision making in a data-driven world. Luca and Bazerman describe the central role experiments play in the tech sector, drawing lessons and best practices from the experiences of such companies as StubHub, Alibaba, and Uber. Successful experiments can save companies money—eBay, for example, discovered how to cut $50 million from its yearly advertising budget—or bring to light something previously ignored, as when Airbnb was forced to confront rampant discrimination by its hosts. Moving beyond tech, Luca and Bazerman consider experimenting for the social good—different ways that governments are using experiments to influence or “nudge” behavior ranging from voter apathy to school absenteeism. Experiments, they argue, are part of any leader's toolkit. With this book, readers can become part of “the experimental revolution.”
Book Synopsis Designing Experimental Research in Archaeology by : Jeffrey R. Ferguson
Download or read book Designing Experimental Research in Archaeology written by Jeffrey R. Ferguson and published by University Press of Colorado. This book was released on 2010-05-15 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designing Experimental Research in Archaeology is a guide for the design of archaeological experiments for both students and scholars. Experimental archaeology provides a unique opportunity to corroborate conclusions with multiple trials of repeatable experiments and can provide data otherwise unavailable to archaeologists without damaging sites, remains, or artifacts. Each chapter addresses a particular classification of material culture-ceramics, stone tools, perishable materials, composite hunting technology, butchering practices and bone tools, and experimental zooarchaeology-detailing issues that must be considered in the development of experimental archaeology projects and discussing potential pitfalls. The experiments follow coherent and consistent research designs and procedures and are placed in a theoretical context, and contributors outline methods that will serve as a guide in future experiments. This degree of standardization is uncommon in traditional archaeological research but is essential to experimental archaeology. The field has long been in need of a guide that focuses on methodology and design. This book fills that need not only for undergraduate and graduate students but for any archaeologist looking to begin an experimental research project.
Book Synopsis Designing Experiments for the Social Sciences by : Renita Coleman
Download or read book Designing Experiments for the Social Sciences written by Renita Coleman and published by SAGE Publications. This book was released on 2018-08-27 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book is a must for learning about the experimental design–from forming a research question to interpreting the results this text covers it all." –Sarah El Sayed, University of Texas at Arlington Designing Experiments for the Social Sciences: How to Plan, Create, and Execute Research Using Experiments is a practical, applied text for courses in experimental design. The text assumes that students have just a basic knowledge of the scientific method, and no statistics background is required. With its focus on how to effectively design experiments, rather than how to analyze them, the book concentrates on the stage where researchers are making decisions about procedural aspects of the experiment before interventions and treatments are given. Renita Coleman walks readers step-by-step on how to plan and execute experiments from the beginning by discussing choosing and collecting a sample, creating the stimuli and questionnaire, doing a manipulation check or pre-test, analyzing the data, and understanding and interpreting the results. Guidelines for deciding which elements are best used in the creation of a particular kind of experiment are also given. This title offers rich pedagogy, ethical considerations, and examples pertinent to all social science disciplines.
Download or read book The Data Detective written by Tim Harford and published by Penguin. This book was released on 2021-02-02 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: From “one of the great (greatest?) contemporary popular writers on economics” (Tyler Cowen) comes a smart, lively, and encouraging rethinking of how to use statistics. Today we think statistics are the enemy, numbers used to mislead and confuse us. That’s a mistake, Tim Harford says in The Data Detective. We shouldn’t be suspicious of statistics—we need to understand what they mean and how they can improve our lives: they are, at heart, human behavior seen through the prism of numbers and are often “the only way of grasping much of what is going on around us.” If we can toss aside our fears and learn to approach them clearly—understanding how our own preconceptions lead us astray—statistics can point to ways we can live better and work smarter. As “perhaps the best popular economics writer in the world” (New Statesman), Tim Harford is an expert at taking complicated ideas and untangling them for millions of readers. In The Data Detective, he uses new research in science and psychology to set out ten strategies for using statistics to erase our biases and replace them with new ideas that use virtues like patience, curiosity, and good sense to better understand ourselves and the world. As a result, The Data Detective is a big-idea book about statistics and human behavior that is fresh, unexpected, and insightful.
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: A guide to designing lab-based biological experiments that have low bias, high precision and widely applicable results.
Book Synopsis When We Cease to Understand the World by : Benjamin Labatut
Download or read book When We Cease to Understand the World written by Benjamin Labatut and published by New York Review of Books. This book was released on 2021-09-28 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of The New York Times Book Review’s 10 Best Books of 2021 Shortlisted for the 2021 International Booker Prize and the 2021 National Book Award for Translated Literature A fictional examination of the lives of real-life scientists and thinkers whose discoveries resulted in moral consequences beyond their imagining. When We Cease to Understand the World is a book about the complicated links between scientific and mathematical discovery, madness, and destruction. Fritz Haber, Alexander Grothendieck, Werner Heisenberg, Erwin Schrödinger—these are some of luminaries into whose troubled lives Benjamín Labatut thrusts the reader, showing us how they grappled with the most profound questions of existence. They have strokes of unparalleled genius, alienate friends and lovers, descend into isolation and insanity. Some of their discoveries reshape human life for the better; others pave the way to chaos and unimaginable suffering. The lines are never clear. At a breakneck pace and with a wealth of disturbing detail, Labatut uses the imaginative resources of fiction to tell the stories of the scientists and mathematicians who expanded our notions of the possible.
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.
Book Synopsis Principles of Experimental Design for Art Conservation Research by : Terry J. Reedy
Download or read book Principles of Experimental Design for Art Conservation Research written by Terry J. Reedy and published by Getty Publications. This book was released on 1992-05-01 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: Principles of Experimental Design for Art Conservation Research, by Terry J. Reedy and Chandra L. Reedy, covers both practical and statistical aspects of experimental design, as well as laboratory experiments on art materials and clinical experiments with art objects. The material should be useful to working conservators and conservation scientists.
Book Synopsis The Experimental City by : James Evans
Download or read book The Experimental City written by James Evans and published by Routledge. This book was released on 2016-05-20 with total page 319 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores how the concept or urban experimentation is being used to reshape practices of knowledge production in urban debates about resilience, climate change governance, and socio-technical transitions. With contributions from leading scholars, and case studies from the Global North and South, from small to large scale cities, this book suggests that urban experiments offer novel modes of engagement, governance, and politics that both challenge and complement conventional strategies. The book is organized around three cross-cutting themes. Part I explores the logics of urban experimentation, different approaches, and how and why they are deployed. Part II considers how experiments are being staged within cities, by whom, and with what effects? Part III examines how entire cities or groups of cities are constructed as experiments. This book seeks to contribute a deeper and more socially and politically nuanced understanding of how urban experiments shape cities and drive wider changes in society, providing a framework to examine the phenomenon of urban experimentation in conceptual and empirical detail.
Book Synopsis Design Studio Vol. 5: Experimental Realism by : Gem Barton
Download or read book Design Studio Vol. 5: Experimental Realism written by Gem Barton and published by Routledge. This book was released on 2022-06-01 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: The experimental realism provides architects with a vital means to test ideas and the untried. By injecting the experimental with a new realism, however, speculative design has the potential to advance new inclusive, equitable and desirable futures. Showcasing cutting-edge insight, the book advocates for the inclusion of speculative spatial design in architectural development. It explores the real-word application of nearfuture fantastical storytelling and the power of imagination. Discover plural design reactions in response to real possible situations.
Book Synopsis Experimental Design and Reproducibility in Preclinical Animal Studies by : José M. Sánchez Morgado
Download or read book Experimental Design and Reproducibility in Preclinical Animal Studies written by José M. Sánchez Morgado and published by Springer Nature. This book was released on 2021-08-31 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: This highly-readable text provides grounds on how to plan and conduct animal experiments that can be reproduced by others. The book touches on factors that may impact the reproducibility of animal studies including: the animal genetic background, the animal microbial flora, environmental and physiological variables affecting the animal, animal welfare, statistics and experimental design, systematic reviews of animal studies, and the publishing process. The book addresses advanced undergraduates, graduate students and all scientists working with animals.
Book Synopsis Blue Eyes, Brown Eyes by : Stephen G. Bloom
Download or read book Blue Eyes, Brown Eyes written by Stephen G. Bloom and published by Univ of California Press. This book was released on 2021-10-05 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: The never-before-told true story of Jane Elliott and the “Blue-Eyes, Brown-Eyes Experiment” she made world-famous, using eye color to simulate racism. The day after Martin Luther King, Jr.’s assassination in 1968, Jane Elliott, a schoolteacher in rural Iowa, introduced to her all-white third-grade class a shocking experiment to demonstrate the scorching impact of racism. Elliott separated students into two groups. She instructed the brown-eyed children to heckle and berate the blue-eyed students, even to start fights with them. Without telling the children the experiment’s purpose, Elliott demonstrated how easy it was to create abhorrent racist behavior based on students’ eye color, not skin color. As a result, Elliott would go on to appear on Johnny Carson’s Tonight Show, followed by a stormy White House conference, The Oprah Winfrey Show, and thousands of media events and diversity-training sessions worldwide, during which she employed the provocative experiment to induce racism. Was the experiment benign? Or was it a cruel, self-serving exercise in sadism? Did it work? Blue Eyes, Brown Eyes is a meticulously researched book that details for the first time Jane Elliott’s jagged rise to stardom. It is an unflinching assessment of the incendiary experiment forever associated with Elliott, even though she was not the first to try it out. Blue Eyes, Brown Eyes offers an intimate portrait of the insular community where Elliott grew up and conducted the experiment on the town’s children for more than a decade. The searing story is a cautionary tale that examines power and privilege in and out of the classroom. It also documents small-town White America’s reflex reaction to the Civil Rights Movement of the 1970s and 1980s, as well as the subsequent meteoric rise of diversity training that flourishes today. All the while, Blue Eyes, Brown Eyes reveals the struggles that tormented a determined and righteous woman, today referred to as the “Mother of Diversity Training,” who was driven against all odds to succeed.
Book Synopsis Normal Accidents by : Charles Perrow
Download or read book Normal Accidents written by Charles Perrow and published by Princeton University Press. This book was released on 2011-10-12 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Normal Accidents analyzes the social side of technological risk. Charles Perrow argues that the conventional engineering approach to ensuring safety--building in more warnings and safeguards--fails because systems complexity makes failures inevitable. He asserts that typical precautions, by adding to complexity, may help create new categories of accidents. (At Chernobyl, tests of a new safety system helped produce the meltdown and subsequent fire.) By recognizing two dimensions of risk--complex versus linear interactions, and tight versus loose coupling--this book provides a powerful framework for analyzing risks and the organizations that insist we run them. The first edition fulfilled one reviewer's prediction that it "may mark the beginning of accident research." In the new afterword to this edition Perrow reviews the extensive work on the major accidents of the last fifteen years, including Bhopal, Chernobyl, and the Challenger disaster. The new postscript probes what the author considers to be the "quintessential 'Normal Accident'" of our time: the Y2K computer problem.