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On the equivalence between marker effect models and breeding value models and direct genomic values with the Algorithm for Proven and Young.

Matias BermannDaniela LourencoNatalia S FornerisAndres LegarraIgnacy Misztal
Published in: Genetics, selection, evolution : GSE (2022)
The APY-(ss)GBLUP models can be expressed in terms of marker effect models. When the number of core animals is equal to the rank of the genotype matrix, APY-SNP-BLUP is identical to the classic marker effects model. If the number of core animals is less than the rank of the genotype matrix, genotypes for non-core animals are imputed as a linear combination of the genotypes of the core animals. For estimating SNP effects, only relationships and estimated breeding values for core animals are needed.
Keyphrases
  • genome wide
  • machine learning
  • deep learning
  • dna methylation
  • neural network
  • genetic diversity