Bayesian methods for estimating GEBVs of threshold traits

No abstract is available for this paper.

• Publication year

  2012

• Venue

  Heredity

• Publication date

  2012-10-31

• Fields of study

  Biology, Mathematics, Medicine

• Identifiers
  DOI 10.1038/hdy.2012.65PMID 23149458PMCID PMC3668646
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

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  1983cited by this paper
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• Introduction to Quantitative Genetics.

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