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The other founder alleles were associated with moderate trait values.
Interestingly, the heritability estimates that we obtained for the severe CP trait in this GWAS were consistently higher when compared with those obtained for the moderate trait.
For the F1 cross type, our observed selection gradient of 0.87 for early season leaf length is sufficient to invoke 'rapid microevolutionary changes' (Kingsolver et al. 2012; pp. 3), assuming moderate trait heritability (Falconer 1981).
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Furthermore, an empirical index of person fit to this continuum did not moderate trait-validator relations including treatment outcome and treatment matching effects.
Resistance to P. salmonis can be described as a moderate polygenic trait, as there are likely several loci involved but each with a small effect.
This research indicated that prediction accuracy of genetic evaluations can be enhanced by incorporating genomic data into breeding programs for a moderate heritability trait, such as FCR in broilers.
Since repeatability estimates from various production periods of egg weight and egg shell weight were low to moderate, these traits can be improved by mass selection there culminating in egg production with optimal quality.
The increase in predictive performance compared to the traditional GBLUP for other traits was moderate, but for traits with low heritability and low pedigree-based prediction accuracy, informing the genomic matrix with realized marker variances appeared to be advantageous.
Heritabilities were low for survival traits (0.07 0.21) and moderate for growth traits (0.27 0.29).
For example, there is evidence that in-group favouritism with respect cooperation, altruism and helping is moderated by traits of agreeableness (Graziano, Habashi, Sheese, & Tobin, 2007) and empathy (Ferguson, 2009b).
Therefore, GBLUP can generally be considered optimal with traits in compliance with the classical infinitesimal model, while models based on variable selection such as BayesB are considered preferable for traits with a genetic architecture including large or moderate effect quantitative trait loci (QTL) (Wimmer et al. 2013).
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