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A comparison of ranking, rating and reservation price measurement in conjoint analysis

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Abstract

This paper empirically compares the traditional preference measures of ranking and rating in conjoint analysis with a direct monetary measure of product value — reservation prices. Experimental results are as expected. While reservation prices do very well in terms of fit, they are inferior in terms of predicting choice on a holdout sample. In addition, surprisingly little difference is found in the performance of ranks and ratings.

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Kalish, S., Nelson, P. A comparison of ranking, rating and reservation price measurement in conjoint analysis. Market Lett 2, 327–335 (1991). https://doi.org/10.1007/BF00664219

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