Sampling from compositional and directional distributions

نویسندگان

  • Alfred Kume
  • Stephen G. Walker
چکیده

This paper describes a method for sampling from a non-standard distribution which is important in both population genetics and directional statistics. Current approaches rely on complicated procedures which do not work well, if at all, in high dimensions and usual parameter set-ups. We use a Gibbs sampler which seems necessary in practical situations of high dimensions.

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عنوان ژورنال:
  • Statistics and Computing

دوره 16  شماره 

صفحات  -

تاریخ انتشار 2006