PRINCIPAL COMPONENTS ANALYSIS OF MODELS AND MEN.

Abstract

One consequence of stimulus sampling theory is the prediction of probability matching as the asymptotic response probability. That is, subjects tend to choose each alternative with the frequency of its reinforcement. This prediction has been tested in many experiments and the boundaries within which it holds have been delineated. However, the experiments which find probability matching have been criticized for doing one or more of several inappropriate things. It should be noted that probability matching is not a 'rational' solution, in the sense that the behavior which maximizes gain would be always to choose the more frequently reinforced response. Some investigators have found it possible to devise experimental situations in which the subjects do come closer to maximizing behavior. This study attempts to differentiate the conditions which lead to 'matching' behavior from those which lead to 'maximizing' and to develop a mathematical model for this behavior. (Author)

Document Details

Document Type
Technical Report
Publication Date
Jul 01, 1968
Accession Number
AD0673851

Entities

People

  • Howard Wainer

Organizations

  • Educational Testing Service

Tags

DTIC Thesaurus Topics

  • Boundaries
  • Frequency
  • Mathematical Models
  • Models
  • Probability
  • Sampling

Fields of Study

  • Biology
  • Psychology

Readers

  • Regression Analysis.
  • Theoretical Analysis.