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Psychometrika

, Volume 48, Issue 3, pp 393–423 | Cite as

Multidimensional scaling models for reaction times and same-different judgments

  • Yoshio Takane
  • Justine Sergent
Article

Abstract

A method for joint analysis of reaction times and same-different judgments is discussed. A set of stimuli is assumed to have some parametric representation which uniquely defines dissimilarities between the stimuli. Those dissimilarities are then related to the observed reaction times and same-different judgments through a model of psychological processes. Three representation models of dissimilarities are considered, the Minkowski power distance model, the linear model, and Tversky's feature matching model. Maximum likelihood estimation procedures are developed and implemented in the form of a FORTRAN program. An example is given to illustrate the kind of analyses that can be performed by the proposed method.

Key words

Minkowski power distance model feature matching model maximum likelihood estimation AIC 

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Reference notes

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Copyright information

© The Psychometric Society 1983

Authors and Affiliations

  • Yoshio Takane
    • 1
  • Justine Sergent
    • 1
  1. 1.Department of PsychologyMcGill UniversityMontrealCanada

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