Prediction of Performance in Signal Detection.

Abstract

The performance of an individual in a signal-detection task depends on two independent psychological processes. One of these processes is sensory activation, and the other is cognitive decision. In a signal-detection experiment, a subject must decide whether a signal is present in a background of noise. When detection is not easy, the subject often shows bias. This thesis reports a signal-detection experiment that was performed (a) to determine the reliability of estimated individual bias parameters in a number of signal-detection tasks and (b) to evaluate the usefulness of estimates of individual bias parameters obtained in one signal-detection task for predicting performance in other signal-detection tasks having different signal-to-noise ratios. The results supported hypothesis (a) inasmuch as estimates of individual bias parameters tended to be reliable. Performance prediction from one signal-detection task to another generally provided confirmation of hypothesis (b) as well. (Modified author abstract)

Document Details

Document Type
Technical Report
Publication Date
Mar 01, 1973
Accession Number
AD0769410

Entities

People

  • Michael Thomas Tracey
  • Peter Wood Bulkeley

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Abstracts
  • Detection
  • Reliability
  • Signal Detection

Fields of Study

  • Engineering

Readers

  • Regression Analysis.
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.