Key points are not available for this paper at this time.
James M. Lattin, Leigh McAlister, Using a Variety-Seeking Model to Identify Substitute and Complementary Relationships among Competing Products, Journal of Marketing Research, Vol. 22, No. 3 (Aug., 1985), pp. 330-339
Lattin et al. (1985) studied this question.