Bulletin of the Computational Statistics of Japan
Online ISSN : 2189-9789
Print ISSN : 0914-8930
ISSN-L : 0914-8930
SAMPLING DISTRIBUTION OF GENERALIZED NON-CENTRAL F-STATISTICS UNDER ELLIPTICAL POPULATIONS
Ken HasegawaToshiya IwashitaTatsuki Inoue
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2014 Volume 26 Issue 2 Pages 79-92

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Abstract
This paper provides a formal asymptotic expansion of a sampling distribution of Generalized non-central F-statistic which is introduced by Fang and Zhang (1990, pp.86-88) and Mathai et al. (1995, p.99) under elliptical populations. In many cases, asymptotic expansions of distribution of non-central F-type statistic would be expressed by a weighted sum of non-central χ^2-distribution. For the generalized non-central F-statistic, however, the asymptotic expansion can be written in terms of non-central F-distribution. In the sequel, to evaluate the accuracy of the asymptotic expansion, we carry out some numerical experiments under typical elliptical distributions, namely, the normal distribution, the t-distribution and "ε-contaminated" normal distribution.
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© 2014 Japanese Society of Computational Statistics
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