Stimulus and Response Generalization: A Stochastic Model Relating Generalization to Distance in Psychological Space

1957 Psychometrika 466 citations

Abstract

A mathematical model is developed in an attempt to relate errors in multiple stimulus-response situations to psychological inter-stimulus and inter response distances. The fundamental assumptions are ( a ) that the stimulus and response confusions go on independently of each other, ( b ) that the probability of a stimulus confusion is an exponential decay function of the psychological distance between the stimuli, and ( c ) that the probability of a response confusion is an exponential decay function of the psychological distance between the responses. The problem of the operational definition of psychological distance is considered in some detail.

Keywords

Stimulus (psychology)ConfusionStimulus–response modelExponential functionStimulus generalizationPsychologyGeneralizationMathematicsCognitive psychologyPerceptionMathematical analysisNeuroscience

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Year
1957
Type
article
Volume
22
Issue
4
Pages
325-345
Citations
466
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Roger N. Shepard (1957). Stimulus and Response Generalization: A Stochastic Model Relating Generalization to Distance in Psychological Space. Psychometrika , 22 (4) , 325-345. https://doi.org/10.1007/bf02288967

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DOI
10.1007/bf02288967