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A new acceptance-rejection method is proposed and investigated for theBingham distribution on the sphere using the angular central Gaussiandistribution as an envelope. It is shown to have high efficiency and to bestraightfoward to use. The method can also be extended to Fisher andFisher-Bingham distributions on spheres and related manifolds.

A new method to simulate the Bingham and related distributions in directional data analysis with applications