J. B. Copas, A Formula for the Allocation of Resources Based on Uncertain Predictions of Need, Journal of the Royal Statistical Society. Series A (Statistics in Society), Vol. 156, No. 1 (1993), pp. 107-113
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J. B. Copas (1993) studied this question.
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