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An Improved Test of Equality of Mean Directions for the Langevin-von Mises-Fisher Distribution

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A multi-sample test for equality of mean directions is developed for populations having Langevin-von Mises-Fisher distributions with a common unknown concentration. The proposed test statistic is a monotone transformation of the likelihood ratio. The high-conc... ...