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arxiv: 1405.0434 · v1 · pith:SA4OOCCVnew · submitted 2014-05-02 · 🧮 math.ST · stat.TH

Generalized Confidence Interval for the Common Coefficient of Variation

classification 🧮 math.ST stat.TH
keywords confidenceintervalmethodcommongeneralizedcoefficientmethodsproperties
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In this article, we consider the problem of constructing the confidence interval and testing hypothesis for the common coefficient of variation (CV) of several normal populations. A new method is suggested using the concepts of generalized p-value and generalized confidence interval. Using this new method and a method proposed by Tian (2005), we obtain a shorter confidence interval for the common CV. This combination method has good properties in terms of length and coverage probability compared to other methods. A simulation study is performed to illustrate properties.. Finally, these methods are applied to two real data sets in medicine.

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