Kume, Alfred, Walker, Stephen G. (2006) Sampling from compositional and directional distributions. Statistics and Computing, 16 (3). pp. 261-265. ISSN 0960-3174. (doi:10.1007/s11222-006-8077-9) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:10529)
| The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided. | |
| Official URL: http://dx.doi.org/10.1007/s11222-006-8077-9 |
Abstract
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.
| Item Type: | Article |
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| DOI/Identification number: | 10.1007/s11222-006-8077-9 |
| Uncontrolled keywords: | directional statistics; Bingham distribution; Gibbs sampling; population genetics |
| Subjects: | Q Science > QA Mathematics (inc Computing science) |
| Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Mathematics, Statistics and Actuarial Science |
| Depositing User: | Judith Broom |
| Date Deposited: | 05 Sep 2008 23:22 UTC |
| Last Modified: | 05 Nov 2024 09:43 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/10529 (The current URI for this page, for reference purposes) |
University of Kent Author Information
Kume, Alfred.
| Creator's ORCID: |
 https://orcid.org/0000-0001-7683-1693
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| CReDIT Contributor Roles: |
Walker, Stephen G..
| Creator's ORCID: | |
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| CReDIT Contributor Roles: |
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