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Comparison of tests of uniformity defined on the hypersphere

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  • Figueiredo, Adelaide

Abstract

The Von Mises-Fisher distribution defined on the hypersphere is one of the most used distributions for modelling vectorial data. If we reject the uniform distribution as a model for vectorial data, then the Von Mises-Fisher distribution is an alternative model. So we use this distribution as an alternative hypothesis in the study of the power of some tests of uniformity for some dimensions of the sphere.

Suggested Citation

  • Figueiredo, Adelaide, 2007. "Comparison of tests of uniformity defined on the hypersphere," Statistics & Probability Letters, Elsevier, vol. 77(3), pages 329-334, February.
    • Handle: RePEc:eee:stapro:v:77:y:2007:i:3:p:329-334
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    Cited by:

    1. Iwashita, Toshiya & Klar, Bernhard & Amagai, Moe & Hashiguchi, Hiroki, 2017. "A test procedure for uniformity on the Stiefel manifold based on projection," Statistics & Probability Letters, Elsevier, vol. 128(C), pages 89-96.

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