Answers are grounded in this paper and cite their sources.
W. A. THOMPSON, JR., T. A. WILLKE; On an extreme rank sum test for outliers, Biometrika, Volume 50, Issue 3-4, 1 December 1963, Pages 375–383, https://doi.
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Thompson et al. (1963) studied this question.
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