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On the inadequacy of the regression paradigm used in the study of human judgment

โœ Scribed by Milan Zeleny

Publisher
Springer US
Year
1976
Tongue
English
Weight
430 KB
Volume
7
Category
Article
ISSN
0040-5833

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โœฆ Synopsis

MILAN ZELENY* ON THE INADEQUACY OF THE REGRESSION PARADIGM USED IN THE STUDY OF HUMAN JUDGMENT Ans~a~cr. Although traditional instruments of research into human judgmentcorrelational statistics, the lens model, the ANOVA approach, etc. -are analytical, logical, and explicit tools of study, they might be inadequate, irrational and incorrect in their ultimate impact. In this short note a few examples are introduced to show that linear (in parameters) regression models could represent only a quasi-rational paradigm at best. Simple graphical diagrams are used to clarify three main ditilculties with the linear model.

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Zeleny's recent conjecture that multi-attribute decision theory may help to overcome the inadequacies of the linear regression model is incorrect. Recognition of the information processing advantages inherent in multiple-attribute decision situations combined with a requirement of transitivity itsel