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A Latent Look at Empirical Generalizations

Donald G. Morrison and Jorge Silva-Risso
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Donald G. Morrison: University of California, Los Angeles
Jorge Silva-Risso: University of California, Los Angeles

Marketing Science, 1995, vol. 14, issue 3_supplement, G61-G70

Abstract: All empirical data and the resulting parameters are subject to error. In this paper we explicitly use the standard, but hardly profound, “model” $$\hbox{Observed Value} = \hbox{True Score} + \hbox{Error}$$ as a lens for better viewing empirical studies in search of empirical generalizations in marketing. This lens is especially valuable when the unit of analysis is the individual consumer. However, even when a macro study contrasts price elasticities across cities, this framework can be very helpful.

Keywords: unobservable constructs; summary statistics; appropriate comparisons; shrinkage estimators (search for similar items in EconPapers)
Date: 1995
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