An Upper Bound for Accuracy of Prediction Using GBLUP. [PDF]
, 2016 This study aims at characterizing the asymptotic behavior of genomic prediction R2 as the size of the reference population increases for common or rare QTL alleles through simulations.
Cheng, Hao +4 more
core +2 more sources
Domestic and Interbull information in the single step genomic evaluation of Holstein milk production
Czech Journal of Animal Science, 2014 Estimated breeding values and genomic enhanced breeding values for milk production of young genotyped Holstein bulls were predicted using a conventional animal model, ridge regression genomic prediction procedure, genomic best linear unbiased prediction,
J. Přibyl +5 more
doaj +1 more source
Controlling the Overfitting of Heritability in Genomic Selection through Cross Validation. [PDF]
, 2017 In genomic selection (GS), all the markers across the entire genome are used to conduct marker-assisted selection such that each quantitative trait locus of complex trait is in linkage disequilibrium with at least one marker.
Jia, Zhenyu
core +2 more sources
Genomic Estimated Breeding Values Using Genomic Relationship Matrices in a Cloned Population of Loblolly Pine [PDF]
G3 Genes|Genomes|Genetics, 2013 Abstract Replacement of the average numerator relationship matrix derived from the pedigree with the realized genomic relationship matrix based on DNA markers might be an attractive strategy in forest tree breeding for predictions of genetic merit.
Zapata-Valenzuela, Jaime +4 more
openaire +2 more sources
Recent Advances in Sugarcane Genomics, Physiology, and Phenomics for Superior Agronomic Traits
Frontiers in Genetics, 2022 Advances in sugarcane breeding have contributed significantly to improvements in agronomic traits and crop yield. However, the growing global demand for sugar and biofuel in the context of climate change requires further improvements in cane and sugar ...
Mintu Ram Meena +8 more
doaj +1 more source
Genomic breeding value estimation using genetic markers, inferred ancestral haplotypes, and the genomic relationship matrix [PDF]
Journal of Dairy Science, 2011 With the introduction of new single nucleotide polymorphism (SNP) chips of various densities, more and more genotype data sets will include animals genotyped for only a subset of the SNP. Imputation techniques based on unobserved ancestral haplotypes may be used to infer missing genotypes.
de Roos, A. P. W. +2 more
openaire +3 more sources
Animal, 2012 Reliable selection criteria are required for young riding horses to increase genetic gain by increasing accuracy of selection and decreasing generation intervals.
A.M. Haberland +3 more
doaj +1 more source
Use of partial least squares regression to impute SNP genotypes in Italian Cattle breeds [PDF]
, 2013 Background The objective of the present study was to test the ability of the partial least squares regression technique to impute genotypes from low density single nucleotide polymorphisms (SNP) panels i.e. 3K or 7K to a high density panel with 50K SNP.
AJ Chamberlain +39 more
core +3 more sources
Genomic prediction when some animals are not genotyped
Genetics Selection Evolution, 2010 Background The use of genomic selection in breeding programs may increase the rate of genetic improvement, reduce the generation time, and provide higher accuracy of estimated breeding values (EBVs).
Lund Mogens S, Christensen Ole F
doaj +1 more source
Development of a Next-Generation NIL Library in Arabidopsis Thaliana for Dissecting Complex Traits [PDF]
, 2013 The identification of the loci and specific alleles underlying variation in quantitative traits is an important goal for evolutionary biologists and breeders.
Bauerle, William L. +8 more
core +3 more sources