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Author:Wedel, M.
DeSarbo, W.
Title:A latent class binominal logit methodology for the analysis of paired comparison choice data: an application reinvestigating the determinants of perceived risk
Journal:Decision Sciences
1993 : NOV-DEC, VOL. 24:6, p. 1157-1170
Index terms:MARKET SEGMENTATION
RISK
STATISTICAL METHODS
Language:eng
Abstract:A latent class model for identifying classes of subjects in paired comparison choice experiments is developed. The model simultaneously estimates a probabilistic classification of subjects and the logit models' coefficients relating characteristics of objects to choices for each respective group among two alternatives in paired comparison experiments. A modest Monte Carlo analysis of algorithm performance is presented. The proposed model is illustrated with empirical data from a consumer psychology experiment that examines the determinants of perceived consumer risk.
SCIMA record nr: 111311
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