Results 1 to 10 of about 194,005 (326)

Prediction of Complex Traits: Robust Alternatives to Best Linear Unbiased Prediction [PDF]

Frontiers in Genetics, 2018
A widely used method for prediction of complex traits in animal and plant breeding is “genomic best linear unbiased prediction” (GBLUP). In a quantitative genetics setting, BLUP is a linear regression of phenotypes on a pedigree or on a genomic ...
Daniel Gianola, Daniel Gianola, Daniel Gianola, Daniel Gianola, Daniel Gianola, Alessio Cecchinato, Hugo Naya, Chris-Carolin Schön   +7 more
doaj   +6 more sources

Marker assisted selection using best linear unbiased prediction [PDF]

Genetics Selection Evolution, 1989
Best linear unbiased prediction (BLUP) is applied to a mixed linear model with additive effects for alleles at a market quantitative trait locus (MQTL) and additive effects for alleles at the remaining quantitative trait loci (QTL). A recursive algorithm
Grossman M, Fernando RL
doaj   +5 more sources

Core-dependent changes in genomic predictions using the Algorithm for Proven and Young in single-step genomic best linear unbiased prediction. [PDF]

J Anim Sci, 2020
Single-step genomic best linear unbiased prediction with the Algorithm for Proven and Young (APY) is a popular method for large-scale genomic evaluations.
Misztal I, Tsuruta S, Pocrnic I, Lourenco D.   +3 more
europepmc   +4 more sources

GWABLUP: genome-wide association assisted best linear unbiased prediction of genetic values [PDF]

Genetics Selection Evolution
Background Since the very beginning of genomic selection, researchers investigated methods that improved upon SNP-BLUP (single nucleotide polymorphism best linear unbiased prediction).
Theo Meuwissen, Leiv Sigbjorn Eikje, Arne B. Gjuvsland   +2 more
doaj   +3 more sources

Weighted single-step genomic best linear unbiased prediction integrating variants selected from sequencing data by association and bioinformatics analyses. [PDF]

Genet Sel Evol, 2020
Sequencing data enable the detection of causal loci or single nucleotide polymorphisms (SNPs) highly linked to causal loci to improve genomic prediction.
Liu A, Lund MS, Boichard D, Karaman E, Guldbrandtsen B, Fritz S, Aamand GP, Nielsen US, Sahana G, Wang Y, Su G.   +10 more
europepmc   +4 more sources

Genomic selection through single-step genomic best linear unbiased prediction improves the accuracy of evaluation in Hanwoo cattle. [PDF]

Asian-Australas J Anim Sci, 2020
Objective Genomic selection (GS) is becoming popular in animals’ genetic development. We, therefore, investigated the single-step genomic best linear unbiased prediction (ssGBLUP) as tool for GS, and compared its efficacy with the traditional pedigree ...
Park MN, Alam M, Kim S, Park B, Lee SH, Lee SS.   +5 more
europepmc   +4 more sources

Efficient strategies for leave-one-out cross validation for genomic best linear unbiased prediction [PDF]

Journal of Animal Science and Biotechnology, 2017
Background A random multiple-regression model that simultaneously fit all allele substitution effects for additive markers or haplotypes as uncorrelated random effects was proposed for Best Linear Unbiased Prediction, using whole-genome data.
Hao Cheng, Dorian J. Garrick, Rohan L. Fernando   +2 more
doaj   +3 more sources

Improving the accuracy of genomic evaluation for linear body measurement traits using single-step genomic best linear unbiased prediction in Hanwoo beef cattle. [PDF]

BMC Genet, 2020
Background Recently, there has been a growing interest in the genetic improvement of body measurement traits in farm animals. They are widely used as predictors of performance, longevity, and production traits, and it is worthwhile to investigate the ...
Naserkheil M, Lee DH, Mehrban H.
europepmc   +4 more sources

Multitrait genome-wide association best linear unbiased prediction of genetic values [PDF]

Genetics Selection Evolution
Background The GWABLUP (Genome-Wide Association based Best Linear Unbiased Prediction) approach used GWA analysis results to differentially weigh the SNPs in genomic prediction, and was found to improve the reliabilities of genomic predictions.
Theo Meuwissen, Vinzent Boerner
doaj   +4 more sources

Enhancing Genomic Prediction Accuracy with a Single-Step Genomic Best Linear Unbiased Prediction Model Integrating Genome-Wide Association Study Results [PDF]

Animals
Genomic 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, Wannian Wang, Pu Huang, Hongzhi Zhang, Siying Zhang, Pengkun Yang, Liying Qiao, Jianhua Liu, Yangyang Pan, Kaijie Yang, Wenzhong Liu   +10 more
doaj   +4 more sources