Doyle L. Weiss, Charles B. Weinberg, Pierre M. Windal, The Effects of Serial Correlation and Data Aggregation on Advertising Measurement, Journal of Marketing Research, Vol. 20, No. 3 (Aug., 1983), pp. 268-279
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Weiss et al. (1983) studied this question.