Dennis Shung

On the spherical Laplace distribution

2022 · arXiv (Cornell University)

The von Mises-Fisher (vMF) distribution has long been a mainstay for inference with data on the unit hypersphere in directional statistics. The performance of statistical inference based on the vMF distribution, however, may suffer when …