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Signal Detection Theory and ROC Analysis in Psychology and Diagnostics
  • Language: en
  • Pages: 325

Signal Detection Theory and ROC Analysis in Psychology and Diagnostics

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...

Signal Detection Theory and Psychophysics
  • Language: en
  • Pages: 505

Signal Detection Theory and Psychophysics

The book summarizes the application of signal detection theory to the analysis an measurement of humn observer's sensor sysem. The theory provides a way to analyze what had been called the threshold or sensory limen, the basic unit of all discrimination studies, whether human or animal. The book outlines the theory of statisical decision making and its application to a variety of common psychophysical processes. It shows how signal detection theory can be used to separate sensory and decision aspects of responses in dicrimination. The concepts of the ideal observer and energy detector are presented and compared with human auditory detection data. Signal detection theory is appliced to a variety of other substanditive problemsin sensory psychology. Signal Detection Theory and Psychology is an invaluable book for psychologists dealing with sensory perception, especailly auditory, for psychologists studying discrimination in other cognitivie processes, and for human factor engineers dealing with man/machine interfaces.

Signal Detection and Recognition by Human Observers
  • Language: en
  • Pages: 752

Signal Detection and Recognition by Human Observers

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Evaluation of diagnostic systems
  • Language: en
  • Pages: 270

Evaluation of diagnostic systems

  • Type: Book
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  • Published: 2012-12-02
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  • Publisher: Elsevier

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...

Enhancing Human Performance
  • Language: en
  • Pages: 312

Enhancing Human 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.

Detection Theory
  • Language: en
  • Pages: 599

Detection Theory

Detection Theory is an introduction to one of the most important tools for analysis of data where choices must be made and performance is not perfect. Originally developed for evaluation of electronic detection, detection theory was adopted by psychologists as a way to understand sensory decision making, then embraced by students of human memory. It has since been utilized in areas as diverse as animal behavior and X-ray diagnosis. This book covers the basic principles of detection theory, with separate initial chapters on measuring detection and evaluating decision criteria. Some other features include: *complete tools for application, including flowcharts, tables, pointers, and software; *...

The Polygraph and Lie Detection
  • Language: en
  • Pages: 417

The Polygraph and Lie Detection

  • Categories: Law

The polygraph, often portrayed as a magic mind-reading machine, is still controversial among experts, who continue heated debates about its validity as a lie-detecting device. As the nation takes a fresh look at ways to enhance its security, can the polygraph be considered a useful tool? The Polygraph and Lie Detection puts the polygraph itself to the test, reviewing and analyzing data about its use in criminal investigation, employment screening, and counter-intelligence. The book looks at: The theory of how the polygraph works and evidence about how deceptivenessâ€"and other psychological conditionsâ€"affect the physiological responses that the polygraph measures. Empirical evidence on the performance of the polygraph and the success of subjects' countermeasures. The actual use of the polygraph in the arena of national security, including its role in deterring threats to security. The book addresses the difficulties of measuring polygraph accuracy, the usefulness of the technique for aiding interrogation and for deterrence, and includes potential alternativesâ€"such as voice-stress analysis and brain measurement techniques.

Decisions with Multiple Objectives
  • Language: en
  • Pages: 596

Decisions with Multiple Objectives

This book describes how a confused decision maker, who wishes to make a reasonable and responsible choice among alternatives, can systematically probe their thoughts and feelings in order to make the critically important trade-offs between incommensurable objectives.

Teaching Decision Making To Adolescents
  • Language: en
  • Pages: 356

Teaching Decision Making To Adolescents

  • Type: Book
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  • Published: 2012-11-12
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  • Publisher: Routledge

This book describes a variety of programs -- firmly based in psychological theory and modern decision analysis -- that are suitable for teaching adolescents how to improve both their own decision making skills and their understanding of the decision making of others. Providing practical advice as well as theoretical analysis, this volume addresses general questions such as the nature and rationale of the enterprise, its implementation, and its evaluation. Relevant to several current adolescent problems including drug abuse, this is an excellent source, either as research, new curriculum, or enrichment of old curriculum.

Signal Detection Theory and ROC-analysis
  • Language: en
  • Pages: 312

Signal Detection Theory and ROC-analysis

  • Type: Book
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  • Published: 1975
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  • Publisher: Unknown

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