… the genomic best linear unbiased prediction model is markedly improved when we combine
quantitative trait locus mapping with genomic prediction by … This trait-associated prediction …

… In contrast, genomic best linear unbiased prediction (gBLUP) … superior in prediction accuracy
for extremely complex traits. … technologies and traits with different genetic architectures. In …

… ) may aid in the genomic prediction. Here, we hypothesized that the genomic variants of
complex traits might be enriched in a subset of genomic regions defined by genes grouped on …

… prediction and genomic prediction for yield, yield-related traits and disease resistance traits,
… NIRS data from a single environment to predict trait performance at another environment, (3) …

… Next, we consider accuracy of out-of-sample prediction of PRS for which we find the theoretical
expectations of prediction accuracy under-recognized by practitioners. Last, we discuss …

… underlying genetic architecture via genome wide association … trait-specific genomic
relationship matrices which can exploit GWAS results in WGP via a best linear unbiased prediction (…

… genetic architecture and genomic predictive abilities for 30 quantitative traits across up to six
… recommendations for future implementation of genomic prediction tools in apple breeding. …

… trait GBLUP can yield accuracies of genomic prediction as high as Bayesian multi-trait genomic
prediction … The gain from a multi-trait weighted GBLUP analysis depends on factors, such …

… traits in animal, plant, and human populations is possible through whole-genome prediction
(WGP… Because the underlying genetic architecture of the trait of interest is an important factor …

… So far, the application of NNs for genomic prediction of complex traits has … the prediction
of complex human traits using data from distantly related individuals. Achieving high prediction …