Document Detail


Application of Gibbs sampling for inference in a mixed major gene-polygenic inheritance model in animal populations.
MedLine Citation:
PMID:  24170009     Owner:  NLM     Status:  In-Data-Review    
Abstract/OtherAbstract:
The application of Gibbs sampling is considered for inference in a mixed inheritance model in animal populations. Implementation of the Gibbs sampler on scalar components, as used for human populations, appeared not to be efficient, and an approach with blockwise sampling of genotypes was proposed for use in animal populations. The blockwise sampling of genotypes was proposed for use in animal populations. The blockwise sampling by which genotypes of a sire and its final progeny were sampled jointly was effective in improving mixing, although further improvements could be looked for. Posterior densities of parameters were visualised from Gibbs samples; from the former highly marginalised Bayesian point and interval estimates can be obtained.
Authors:
L L Janss; R Thompson; A M Van Arendonk
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Publication Detail:
Type:  Journal Article    
Journal Detail:
Title:  TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik     Volume:  91     ISSN:  0040-5752     ISO Abbreviation:  Theor. Appl. Genet.     Publication Date:  1995 Nov 
Date Detail:
Created Date:  2013-10-30     Completed Date:  -     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  0145600     Medline TA:  Theor Appl Genet     Country:  Germany    
Other Details:
Languages:  eng     Pagination:  1137-47     Citation Subset:  -    
Affiliation:
Department of Animal Breeding, Wageningen Agricultural University, PO Box 338, 6700, AH Wageningen, The Netherlands.
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