Detection Theory

Detection Theory

A User's Guide

Creelman, C. Douglas; Hautus, Michael J.; Macmillan, Neil A.

Taylor & Francis Ltd

09/2021

434

Mole

Inglês

9781138320857

15 a 20 dias

880

Descrição não disponível.
PART I. Basic Detection Theory and One-Interval Designs 1. The Yes-No Experiment: Sensitivity 2. The Yes-No Experiment: Response Bias 3. Beyond Binary Responses: The Rating Experiment and Empirical Receiver Operating Characteristics 4. Classification Experiments for One-Dimensional Stimulus Sets 5. Threshold Models and Choice Theory PART II. Multidimensional Detection Theory and Multi-Interval Discrimination Designs 6. Detection and Discrimination of Compound Stimuli: Tools for Multidimensional Detection Theory 7. Comparison (Two-Distribution) Designs for Discrimination 8. Classification Designs: Attention and Interaction 9. Classification Designs for Discrimination 10. Identification of Multidimensional Objects and Multiple Observation Intervals PART III. Stimulus Factors 11. Adaptive Methods for Estimating Empirical Thresholds 12. Components of Sensitivity PART IV. Statistics 13 Statistics and Detection Theory Appendices Appendix 1. Elements of Probability and Statistics Appendix 2. Logarithms and Exponentials Appendix 3. Flowcharts to Sensitivity and Bias Calculations Appendix 4. Some Useful Equations Appendix 5. Tables Appendix 6. Software for Detection Theory Appendix 7. Solutions to Selected Problems
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False Alarm Rates;detection theory;Roc Curve;data analysis;Decision Axis;decision making;Decision Space;multidimensional detection;SDT Model;threshold measurement;Psychometric Function;response bias;Roc Space;sensory measurement;Likelihood Ratio;Decision Boundary;2AFC Task;Stimulus Classes;Vice Versa;Roc Point;Detection Theory Analysis;Hit Rate;Decisional Separability;Correct Rejection Rates;Perceptually Independent;Cumulative Distribution Function;Isosensitivity Curve;Roc Data;Perceptual Separability;Priori Probabilities;Stimulus Sequences;High Threshold Theory