Predicting genetic values: a kernel-based best linear unbiased prediction with genomic data. [PDF]
AbstractGenomic data provide a valuable source of information for modeling covariance structures, allowing a more accurate prediction of total genetic values (GVs). We apply the kriging concept, originally developed in the geostatistical context for predictions in the low-dimensional space, to the high-dimensional space spanned by genomic single ...
Ober U +5 more
europepmc +6 more sources
Restricted best linear unbiased prediction using canonical transformation [PDF]
Iwaisaki H, Itoh Y
doaj +3 more sources
A genomic estimated breeding value-assisted reduction method of single nucleotide polymorphism sets: a novel approach for determining the cutoff thresholds in genome-wide association studies and best linear unbiased prediction. [PDF]
Lee YS, Oh JD, Lee JY, Shin D.
europepmc +3 more sources
The best linear unbiased prediction (BLUP) method as a tool to estimate the lifetime risk of pancreatic ductal adenocarcinoma in high-risk individuals with no known pathogenic germline variants. [PDF]
Cristina-Marianini-Rios +18 more
europepmc +3 more sources
Assessing the Impact of Different Mixing Strategies on Genomic Prediction Accuracy for Beef Cattle Breeding Values in Multi-Breed Genomic Prediction [PDF]
Although genomic selection can accelerate livestock breeding, its application in many countries is hindered due to the limited size of reference populations.
Le Zhou +5 more
doaj +2 more sources
A simple method of computing restricted best linear unbiased prediction of breeding values [PDF]
Satoh Masahiro
doaj +2 more sources
Reduced animal model for marker assisted selection using best linear unbiased prediction [PDF]
Cantet RJC, Smith C
doaj +2 more sources
Evaluation of the best linear unbiased prediction method for breeding values of fruit-quality traits in citrus [PDF]
A. Imai +8 more
semanticscholar +2 more sources
Adoption of accurate and simplistic biometric models that estimate variance components, predicting genotypic effects are desired in plant breeding. The aim of this study was to estimate the variance components and predict genotypic values by REML/BLUP ...
Nardino Maicon +9 more
semanticscholar +3 more sources
Relation entre BLUP (Best Linear Unbiased Prediction) et estimateurs bayésiens [PDF]
Dempfle L
doaj +2 more sources

