Measuring the Vague Meanings of Probability Terms

Abstract

In two experiments, a modified air-comparison procedure was employed in two experiments to establish and assess membership functions for numerous probability terms. In both cases, subjects judged: a) to what degree one probability term better described that probability than another, and b) to what degree one term rather than another better described a probability. Task a) data from subjects was analyzed in terms of the axioms of an algebraic-difference structure, and membership function values were obtained for each term according to various ratio and difference scaling models. The axioms were well satisfied, and goodness-of-fit measures for the scaling procedures were quite high. Furthermore, the derived membership functions had interpretable shapes and satisfactorily predicted for each subject the judgements independently obtained in b). These results support the claims that the scaled values indeed represented the vague meanings of the terms to the subjects in the present context. Keywords: Cognitive psychology, Probability theory.

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Document Details

Document Type
Technical Report
Publication Date
Jul 01, 1988
Accession Number
ADA196944

Entities

People

  • Amnon Rappaport
  • Barbara Forsyth
  • David V. Budescu
  • Rami Zwick
  • Thomas S. Wallsten

Organizations

  • University of North Carolina at Chapel Hill

Tags

Communities of Interest

  • Biomedical
  • C4I
  • Human Systems
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Analysis Of Variance
  • Classification
  • Cognition
  • Contracts
  • Data Science
  • Factorial Design
  • Fuzzy Sets
  • Information Science
  • Judgment
  • Military Research
  • North Carolina
  • Notation
  • Psychology
  • Security
  • Social Sciences
  • Statistical Analysis
  • Students

Fields of Study

  • Psychology

Readers

  • Approximation Theory.
  • Artificial Intelligence
  • Statistical inference.