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Simultaneous Confidence Intervals and Sample Size Determination for Multinomial Proportions
Cristina P. Sison and Joseph Glaz
Journal of the American Statistical Association
Vol. 90, No. 429 (Mar., 1995), pp. 366-369
Stable URL: http://www.jstor.org/stable/2291162
Page Count: 4
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Simultaneous confidence interval procedures for multinomial proportions are used in many areas of science. In this article two new simultaneous confidence interval procedures are introduced. Numerical results are presented to evaluate these procedures and compare their performance with established methods that have been used in statistical literature. From the results presented in this article, it is evident that the new procedures are more accurate than the established ones, where the accuracy of the procedure is measured by the volume of the confidence region corresponding to the nominal coverage probability and the probability of coverage it achieves. In the sample size determination problem, the new procedures provide a sizable amount of savings as compared to the procedures that have been used in many applications. Because both procedures performed equally well, the procedure that requires the least amount of computing time is recommended.
Journal of the American Statistical Association © 1995 American Statistical Association