Importance of BLUP method in plant breeding
Journal of Plant Science and Phytopathology, 2022 Introduction: The most desirable linear neutral prediction (BLUP) is a standard method for estimating the random effects of a hybrid model. This approach was originally developed in animal breeding to estimate breeding values and is now widely used in many fields of research.
Mahdi Tajalifar, Mohammad Rasooli
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The Use of BLUP Method in Ram Selection
Kafkas Universitesi Veteriner Fakultesi Dergisi, 2009 Bu calisma, Konya Merinos’u kuzularinin sutten kesim agirligi yonunden, damizlik degerlerini BLUP (Best Linear Unbiased Prediction) metodu ile hesaplamak amaciyla yapilmistir. Calismada, 1997-2002 yillari arasinda Konya Hayvancilik Arastirma Enstitusu’nde yetistirilen, 1167 bas Konya Merinosu kuzularina ait kayitlar degerlendirmeye alinmistir.
Karabulut, Osman, Tekin, Mehmet Emin
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BLUP: Neither Best nor Unbiased
BLUP is algebraically analyzed in the case of IID errors and orthogonal data. BLUP is biased for any finite N and does not consistently score lower MSE than OLS. BLUP also underestimates the variance of the parameter vector for any finite N. Arguments are verified with simulation.
Joseph Bronski
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"BLUP" Estimation in Hierarchical Models [PDF]
, 1998 13 pages, 1 article*"BLUP" Estimation in Hierarchical Models* (McCulloch, Charles E.; Feng, Ziding) 13 ...
Feng, Ziding +4 more
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On Mixed Models, REML and BLUP [PDF]
, 1994 15 pages, 1 article*On Mixed Models, REML and BLUP* (Searle, Shayle R.) 15 ...
Searle, Shayle R. +3 more
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Predictive ability for G-BLUP ST and G-BLUP MT.
, 2023 Predictive ability () and their respective standard errors of the single-trait (G-BLUP ST), multi-trait (G-BLUP MT) models for RL (Rachis Length), EDF (Equatorial Fruit Diameter), MFB (Mass of Fruit per Bunch), NB (Number of Bunch) and PY (Pulp Yield).
Marcia Flores da Silva Ferreira (11185427) +8 more
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Best Linear Unbiased Prediction of Genomic Breeding Values Using a Trait-Specific Marker-Derived Relationship Matrix [PDF]
, 2010 Background: With the availability of high density whole-genome single nucleotide polymorphism chips, genomic selection has become a promising method to estimate genetic merit with potentially high accuracy for animal, plant and aquaculture species of ...
Bijma, Piter +23 more
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Potential benefit from using an identified major gene in BLUP evaluation with truncation and optimal selection [PDF]
, 1999 This study investigates the benefit of including information on an identified major gene in the estimation of breeding values in BLUP selection programmes. Selection for a quantitative trait is controlled by polygenes and a major locus with known effect.
Ricardo Pong-Wong +11 more
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Genome-wide Association Study (GWAS) and Its Application for Improving the Genomic Estimated Breeding Values (GEBV) of the Berkshire Pork Quality Traits [PDF]
Asian-Australasian Journal of Animal Sciences, 2015 The missing heritability has been a major problem in the analysis of best linear unbiased prediction (BLUP). We introduced the traditional genome-wide association study (GWAS) into the BLUP to improve the heritability estimation.
Young-Sup Lee +6 more
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The Usage of an SNP-SNP Relationship Matrix for Best Linear Unbiased Prediction (BLUP) Analysis Using a Community-Based Cohort Study [PDF]
Genomics & Informatics, 2014 Best linear unbiased prediction (BLUP) has been used to estimate the fixed effects and random effects of complex traits. Traditionally, genomic relationship matrix-based (GRM) and random marker-based BLUP analyses are prevalent to estimate the genetic ...
Young-Sup Lee +3 more
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