Richard J. Cleary, George Casella, An Application of Gibbs Sampling to Estimation in Meta-Analysis: Accounting for Publication Bias, Journal of Educational and Behavioral Statistics, Vol. 22, No. 2 (Summer, 1997), pp. 141-154
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Cleary et al. (1997) studied this question.
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