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Evaluation of Diagnostic Systems: Methods from Signal Detection Theory addresses the many issues that arise in evaluating the performance of a diagnostic system, across the wide range of settings in which such systems are used. These settings include clinical medicine, industrial quality control, environmental monitoring and investigation, machine and metals inspection, military monitoring, information retrieval, and crime investigation. The book is divided into three parts encompassing 11 chapters that emphasize the interpretation of diagnostic visual images by human observers. The first part of the book describes quantitative methods for measuring the accuracy of a system and the statistic...
Signal detection theory--as developed in electrical engineering and based on statistical decision theory--was first applied to human sensory discrimination 40 years ago. The theoretical intent was to provide a valid model of the discrimination process; the methodological intent was to provide reliable measures of discrimination acuity in specific sensory tasks. An analytic method of detection theory, called the relative operating characteristic (ROC), can isolate the effect of the placement of the decision criterion, which may be variable and idiosyncratic, so that a pure measure of intrinsic discrimination acuity is obtained. For the past 20 years, ROC analysis has also been used to measure...
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First Published in 1980. Routledge is an imprint of Taylor & Francis, an informa company.
Human decision making in manned space flight including topics on memory models, signal detection, and pilot performance.
In its evaluation, Enhancing Human Performance reviews the relevant materials, describes each technique, makes recommendations in some cases for further scientific research and investigation, and notes applications in military and industrial settings. The techniques address a wide range of goals, from enhancing classroom learning to improving creativity and motor skills.
This book grew out of discussion at the meetings of the Board of Sci entific Affair,r of the American Psychological Association during the years 1972 through 1975. Members of the board felt that there was general misunderstanding by the public about the role of basic research in science. The problem was thought to be particularly severe in the case of the behavioral sciences but it appeared to be a reflection of a more general anti-intellectual attitude in the United States. At the same time basic researchers had been admittedly underconcerned with the prac tical application of their results. Yet many thoughtful scientists realize there is a very fruitful interplay between basic research and...
Using a wealth of anecdotes, data from academic literature, and original research, this very accessible little book highlights how we all struggle to cope with the maelstrom of choices, influences and experiences that come our way. The authors have slogged through piles of dry research papers to provide many wonderful nuggets of information and surprising insights. For example: Why is an upside-down red triangle such a powerful warning sign on the road? What is the best kind of alibi? What makes the number 7 so special? Why is it better to whisper words of love into the left ear? Will that recent marriage last? Why is it that the French eat snails but not slugs? The reader will discover the amazing tools and shortcuts that millennia of evolution have built into our brains. And this knowledge is power! Knowing more about how the human mind connects the dots helps us understand why decision-making is so tricky. With insights from evolutionary psychology, we become better equipped to understand ourselves and others and to interact and communicate more effectively.