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

Understand

A new acceptance-rejection method is proposed and investigated for the Bingham distribution on the sphere using the angular central Gaussian distribution as an envelope.

• It is shown to have high efficiency and to be straightfoward to use.
• The method can also be extended to Fisher and Fisher-Bingham distributions on spheres and related manifolds.