Solving efficiently large single‐step genomic best linear unbiased prediction models
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Animal Breeding and Genetics"
DOI: 10.1111/jbg.12257
Abstract: Single-step genomic BLUP (ssGBLUP) requires a dense matrix of the size equal to the number of genotyped animals in the coefficient matrix of mixed model equations (MME). When the number of genotyped animals is high,… read more here.
Keywords: computing time; time; genotyped animals; single step ... See more keywords
Single-step genomic best linear unbiased predictor genetic parameter estimations and genome-wide associations for milk fatty acid profiles, interval from calving to first insemination, and ketosis in Holstein cattle.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of dairy science"
DOI: 10.3168/jds.2021-20416
Abstract: Milk fatty acids (FA) have been suggested as biomarkers for early-lactation metabolic diseases and for female fertility status. The aim of the present study was to infer associations between FA, the metabolic disorder ketosis (KET),… read more here.
Keywords: milk; ket; interval calving; step ... See more keywords
Genomic Prediction Using Alternative Strategies of Weighted Single-Step Genomic BLUP for Yearling Weight and Carcass Traits in Hanwoo Beef Cattle
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DOI: 10.3390/genes12020266
Abstract: The weighted single-step genomic best linear unbiased prediction (GBLUP) method has been proposed to exploit information from genotyped and non-genotyped relatives, allowing the use of weights for single-nucleotide polymorphism in the construction of the genomic… read more here.
Keywords: yearling weight; single step; carcass traits; prediction ... See more keywords
Genomic selection through single-step genomic best linear unbiased prediction improves the accuracy of evaluation in Hanwoo cattle
Sign Up to like & getrecommendations! Published in 2019 at "Asian-Australasian Journal of Animal Sciences"
DOI: 10.5713/ajas.18.0936
Abstract: 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 BLUP… read more here.
Keywords: genomic selection; selection; gen; single step ... See more keywords