C. J. Adcock, An Improved Bayesian Procedure for Calculating Sample Sizes in Multinomial Sampling, Journal of the Royal Statistical Society. Series D (The Statistician), Vol. 42, No. 2 (1993), pp. 91-95
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Chris Adcock (1993) studied this question.