Vijay Mahajan, Arun K. Jain, Michel Bergier, Parameter Estimation in Marketing Models in the Presence of Multicollinearity: An Application of Ridge Regression, Journal of Marketing Research, Vol. 14, No. 4 (Nov., 1977), pp. 586-591
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Mahajan et al. (1977) studied this question.