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Holonomic Gradient Descent for the Fisher-Bingham Distribution on the nn-dimensional Sphere

Abstract

We apply the holonomic gradient descent recently introduced in [7] to the maximal likelihood estimate (MLE) with respect to the Fisher-Bingham distribution on the nn-dimensional sphere. We derive an integrable connection (a Pfaffian system) and a series expansion associated to the normalization constant. These enable us to solve some MLE problems up to n=7n=7.

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