George S. Day, Terry Deutscher, Adrian B. Ryans, Data Quality, Level of Aggregation, and Nonmetric Multidimensional Scaling Solutions, Journal of Marketing Research, Vol. 13, No. 1 (Feb., 1976), pp. 92-97
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Day et al. (1976) studied this question.
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