A Maximum Likelihood Method for Fitting the Wandering Vector Model

Geert De Soete · J. Douglas Carroll

115 citations0/0 files storedPsychometrika

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Psychometric Methodologies and Testing Game Theory and Voting Systems Economic and Environmental Valuation

Abstract

After introducing some extensions of a recently proposed probabilistic vector model for representing paired comparisons choice data, an iterative procedure for obtaining maximum likelihood estimates of the model parameters is developed. The possibility of testing various hypotheses by means of likelihood ratio tests is discussed. Finally, the algorithm is applied to some existing data sets for illustrative purposes.

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1960A theory of data.1972Individual differences and multidimensional scaling 1976Quantal Choice Analaysis: A Survey 1976Quantal Choice Analysis: A Survey 1961Psychological Scaling: Theory and Applications 1976Choice theories for differentially comparable alternatives 1977Choice frequency and similarity

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2007Conjoint Analysis as an Instrument of Market Research Practice 2014Item Response Models for Forced-Choice Questionnaires: A Common Framework 1986The wandering ideal point model: A probabilistic multidimensional unfolding model for paired comparisons data 2001Limited Information Estimation and Testing of Thurstonian Models for Paired Comparison Data Under Multiple Judgment Sampling 1988Spécificités et apports des méthodes d'analyse multivariée de la deuxième génération 1986A Probabilistic Model for the Multidimensional Scaling of Proximity and Preference Data 1987Children in the same family are very different, but why?

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