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Selection for improved carcass yield and growth based on additive genetic merit of blue catfish male and channel catfish female parents should be effective for improving performance of hybrid progeny.
GEBVs are predicted based on additive genetic effects, so current GS does not consider both dominant genetic effects and epistasis.
In this study, νg was set to 4.2 and Sg was calculated based on additive genetic variance according to Habier et al. [ 17].
The genotyped bulls were clustered into five groups using a K-means clustering method based on additive genetic relationships between animals [ 44].
We used the genotypes from the NFBC and created new traits based on additive genetic and random environmental effects, as described in " Subjects and methods".
In the case of G matrices, the comparison would have to be based on additive genetic value estimates for individuals or families.
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As such, they may not be a reliable indicator of sex-specific effects or may miss more subtle or complex genetic effects (such as maternal, dominance or epistatic effects in the case of narrow sense heritability, which is based only on additive genetic effects), and similar heritability estimates may be obtained even when the genetic architecture differs between the sexes.
Accurate estimates of sperm competitiveness values for individual males are thus critical for the study of post-copulatory sexual selection, and in particular, to (1) investigate the genetic basis of sperm competitive ability, (2) distinguish between competing hypotheses based on additive or non-additive genetic effects, and (3) further test predictions from these hypotheses.
The animal model considers all relationships in the pedigree and computes additive genetic variance based on the additive genetic relationship matrix.
All p-values are based on additive models for the genetic variants.
SVMs based on additive kernels will be called additive support vector machines.
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