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Ridge, Lasso and Bayesian additive-dominance genomic models
(BMC Genetics, 2017)
Estimating dominance genetic variances for growth traits in American Angus males using genomic models
(American Society of Animal Science, 2019-12-23)
Estimates of dominance variance for growth traits in beef cattle based on pedigree data vary considerably across studies, and the proportion of genetic variance explained by dominance deviations remains largely unknown. ...
Genome-wide mapping of the dominance effects based on breed ancestry for semen traits in admixed Swiss Fleckvieh bulls
(2019-12-01)
Heterosis is the beneficial deviation of crossbred progeny from the average of parental lines for a particular trait. Heterosis is due to nonadditive genetic effects with dominance and epistatic components. Recent advances ...
Genomic prediction for additive and dominance effects of censored traits in pigs
(Genetics and Molecular Research, 2017)
Genome-wide prediction for complex traits under the presence of dominance effects in simulated populations using GBLUP and machine learning methods
(2020-06-01)
The aim of this study was to compare the predictive performance of the Genomic Best Linear Unbiased Predictor (GBLUP) and machine learning methods (Random Forest, RF; Support Vector Machine, SVM; Artificial Neural Network, ...
Estimating additive and dominance variances for complex traits in pigs combining genomic and pedigree information
(Genetics and Molecular Research, 2017)