Restricted best linear unbiased prediction using canonical transformation [PDF]
Genetics Selection Evolution, 1990 International ...
Iwaisaki H, Itoh Y
doaj +13 more sources
On simultaneous best linear unbiased prediction of future order statistics and associated properties [PDF]
Journal of Multivariate Analysis, 2021 In this article, the joint best linear unbiased predictors (BLUPs) of two future unobserved order statistics, based on a set of observed order statistics, are developed explicitly. It is shown that these predictors are trace-efficient as well as determinant-efficient BLUPs. More generally, the BLUPs are shown to possess complete mean squared predictive
N. Balakrishnan, Ritwik Bhattacharya
semanticscholar +6 more sources
Enhancing Genomic Prediction Accuracy with a Single-Step Genomic Best Linear Unbiased Prediction Model Integrating Genome-Wide Association Study Results [PDF]
AnimalsGenomic selection (GS) is a genetic breeding method that uses genome-wide marker information to improve the accuracy of the prediction of complex traits.
Zhixu Pang +10 more
doaj +3 more sources
Prediction of complex human traits using the genomic best linear unbiased predictor. [PDF]
PLoS Genetics, 2013 Despite important advances from Genome Wide Association Studies (GWAS), for most complex human traits and diseases, a sizable proportion of genetic variance remains unexplained and prediction accuracy (PA) is usually low. Evidence suggests that PA can be
Gustavo de Los Campos +4 more
doaj +7 more sources
A simple method of computing restricted best linear unbiased prediction of breeding values [PDF]
Genetics Selection Evolution, 1998 International ...
Satoh Masahiro
doaj +12 more sources
Genomic best linear unbiased prediction method including imprinting effects for genomic evaluation. [PDF]
Genet Sel Evol, 2015 Genomic best linear unbiased prediction (GBLUP) is a statistical method used to predict breeding values using single nucleotide polymorphisms for selection in animal and plant breeding. Genetic effects are often modeled as additively acting marker allele
Nishio M, Satoh M.
europepmc +5 more sources
The impact of selective genotyping on the response to selection using single-step genomic best linear unbiased prediction. [PDF]
J Anim Sci, 2018 Across the majority livestock species, routinely collected genomic and pedigree information has been incorporated into evaluations using single-step methods.
Howard JT +5 more
europepmc +4 more sources
Initial evaluation of half-sib progenies of Norway spruce using the best linear unbiased prediction [PDF]
Journal of Forest Science, 2007 The present paper deals with data obtained from fifteen years old Norway spruce (Picea abies [L.] Karst.) progeny test established at three sites in the Sázava River region.
J. Klápště, M. Lstibůrek, J. Kobliha
doaj +3 more sources
Relation entre BLUP (Best Linear Unbiased Prediction) et estimateurs bayésiens [PDF]
Genetics Selection Evolution, 1977 Dempfle L
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Detecting effective starting point of genomic selection by divergent trends from best linear unbiased prediction and single-step genomic best linear unbiased prediction in pigs, beef cattle, and broilers. [PDF]
J Anim Sci, 2021 Genomic selection has been adopted nationally and internationally in different livestock and plant species. However, understanding whether genomic selection has been effective or not is an essential question for both industry and academia.
Abdollahi-Arpanahi R +2 more
europepmc +2 more sources