Journal of the Korean Statistical Society
- Volume 20 Issue 1
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- Pages.44-56
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- 1991
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- 1226-3192(pISSN)
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- 2005-2863(eISSN)
A Parametric Empirical Bayesian Method for Multiple Comparisons
- Kim, Woo-Chul (Department of Computer Science and Statistics, Seoul National University) ;
- Hwang, Hyung-Tae (Department of Computer Science and Statistics, Dankook University)
- Published : 1991.06.01
Abstract
For all pairwise comparisons of treatments, Bayesian simultaneous confidence intervals are proposed and studied. First Bayesian solutions are obtained for a fixed prior, and then prior parameters are estimated by a parametric empirical Bayesian method. The nominal confidence level is shown to be controlled asymptotically. An extension to the unbalanced design is also considered.
Keywords