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The reason for this is for similarity with the derivation of the corresponding genomic model using the partial genetic approach that appears in a following subsection.
To determine prognosis prediction power of the gene set, we constructed a novel functional genomic model using "Survival risk group prediction" implemented in BRB-ArrayTools.
The set of IPF prognostic predictor genes identified was used to construct a genomic model using "Survival risk group prediction" implemented in BRB-ArrayTools 4.2 [ 26] to predict prognosis in IPF patients.
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In general, the genomic model used here was rather basic, as both a common variance and covariance for SNP effects were applied.
What is the impact of using imputation methods on the prediction accuracy attained by genomic models using GBS data?
How does the prediction accuracy of genomic models using GBS data compare with that of pedigree methods?
Furthermore, it was found that the genomic prediction model using cpn60 UT gave similar results to whole-genome sequence alignments over a broad range of taxa, suggesting that this method may have general utility for screening isolates and predicting their taxonomic affiliations.
It is worth noting that, for balanced data, the model of expression (2a) is equivalent to fitting a genomic regression model using the average performance of each line across environments as a phenotype.
Tetranucleotide frequencies are approximated from genomic data according to the Markov chain based genomic signature model used.
Another important finding of our study is that long-term genetic gain depends on the genomic prediction model used.
Since the genomic IBD model uses mainly within-family variation, it is expected to be more robust to selection among parents.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com