Kenneth S. Lorek, James C. McKeown, The Effect on Predictive Ability of Reducing the Number of Observations on a Time-Series Analysis of Quarterly Earnings Data, Journal of Accounting Research, Vol. 16, No. 1 (Spring, 1978), pp. 204-214
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Lorek et al. (1978) studied this question.
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