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Exact means in samples of size ≥ 3, and exact second moments and product-moments in samples of size ≤ 4, are given in Table 1 in terms of π for order statistics selected from the normal distribution $N(0, 1)$. The derivation employs multiple integration and some general properties of the moments.
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Howard L. Jones (1948) studied this question.
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