Results 21 to 30 of about 536,771 (324)
The impact of genomic relatedness between populations on the genomic estimated breeding values
Journal of Animal Science and Biotechnology, 2018 In genomic selection, prediction accuracy is highly driven by the size of animals in the reference population (RP). Combining related populations from different countries and regions or using a related population with large size of RP has been considered
Peipei Ma +7 more
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Frontiers in Plant Science, 2020 Over the last two decades, the application of genomic selection has been extensively studied in various crop species, and it has become a common practice to report prediction accuracies using cross validation.
Christian R. Werner +9 more
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Removing batch effects for prediction problems with frozen surrogate variable analysis [PDF]
, 2013 Batch effects are responsible for the failure of promising genomic prognos- tic signatures, major ambiguities in published genomic results, and retractions of widely-publicized findings.
Bravo, Héctor Corrada +2 more
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Translating genomics into risk prediction [PDF]
Thorax, 2017 Cigarette smoking is a leading risk factor in the development of cardiovascular, pulmonary and malignant diseases worldwide.1 Yet, it remains one of the most challenging environmental exposures to quantify. Rudimentary categorisations of ‘never’, ‘former’ and ‘current’ smoker capture only a fraction of the complexity associated with the exposure ...
Emily S, Wan, Dawn L, DeMeo
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Bayesian methods for jointly estimating genomic breeding values of one continuous and one threshold trait. [PDF]
PLoS ONE, 2017 Genomic selection has become a useful tool for animal and plant breeding. Currently, genomic evaluation is usually carried out using a single-trait model.
Chonglong Wang +5 more
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Genomic prediction using subsampling [PDF]
BMC Bioinformatics, 2017 Genome-wide assisted selection is a critical tool for the genetic improvement of plants and animals. Whole-genome regression models in Bayesian framework represent the main family of prediction methods. Fitting such models with a large number of observations involves a prohibitive computational burden. We propose the use of subsampling bootstrap Markov
Xavier, Alencar +3 more
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Animals, 2023 Enhancing the accuracy of genomic prediction is a key goal in genomic selection (GS) research. Integrating prior biological information into GS methods using appropriate models can improve prediction accuracy for complex traits.
Yiyi Liu +12 more
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Animal, 2020 Combining different swine populations in genomic prediction can be an important tool, leading to an increased accuracy of genomic prediction using single nucleotide polymorphism (SNP) chip data compared with within-population genomic.
S. Ye, H. Song, X. Ding, Z. Zhang, J. Li
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Accuracy and responses of genomic selection on key traits in apple breeding [PDF]
, 2016 open13siThe application of genomic selection in fruit tree crops is expected to enhance breeding efficiency by increasing prediction accuracy, increasing selection intensity and decreasing generation interval.
core +1 more source
Prediction of operons in microbial genomes [PDF]
Nucleic Acids Research, 2001 Operon structure is an important organization feature of bacterial genomes. Many sets of genes occur in the same order on multiple genomes; these conserved gene groupings represent candidate operons. This study describes a computational method to estimate the likelihood that such conserved gene sets form operons.
M D, Ermolaeva, O, White, S L, Salzberg
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