A hybrid expectation maximisation and MCMC sampling algorithm to implement Bayesian mixture model based genomic prediction and QTL mapping

BACKGROUND: Bayesian mixture models in which the effects of SNP are assumed to come from normal distributions with different variances are attractive for simultaneous genomic prediction and QTL mapping. These models are usually implemented with Monte Carlo Markov Chain (MCMC) sampling, which require...

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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:BMC Genomics
Egile Nagusiak: Wang, Tingting, Chen, Yi-Ping Phoebe, Bowman, Phil J., Goddard, Michael E., Hayes, Ben J.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: BioMed Central 2016
Gaiak:
Research Article
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC5031345/
https://ncbi.nlm.nih.gov/pubmed/27654580
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12864-016-3082-7
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