Symmetric circular models through duplication and cosine perturbation
Models for circular data displaying two diametrically opposed modes are considered. A general construction which can be used to generate such models, founded upon doubling the argument of a base symmetric unimodal distribution and cosine perturbation, is proposed. Fundamental properties of the resulting models are described, as are those of a particularly flexible family of distributions and three of its submodels. Parameter estimation via the method of moments and maximum likelihood is discussed, and a likelihood-ratio test for antipodal symmetry developed. The application of the proposed models and inferential methods is illustrated using two animal orientation data sets.
Year of publication: |
2011
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Authors: | Abe, Toshihiro ; Pewsey, Arthur |
Published in: |
Computational Statistics & Data Analysis. - Elsevier, ISSN 0167-9473. - Vol. 55.2011, 12, p. 3271-3282
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Publisher: |
Elsevier |
Keywords: | Animal orientation Antipodal symmetry Bipolar Generalised von Mises Perturbation von Mises mixture |
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