Charles J. Corrado, Terry L. Zivney, The Specification and Power of the Sign Test in Event Study Hypothesis Tests Using Daily Stock Returns, The Journal of Financial and Quantitative Analysis, Vol. 27, No. 3 (Sep., 1992), pp. 465-478
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Corrado et al. (1992) studied this question.
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