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The simplest approach to analyse multiple traits is to perform a series of single-trait analyses and then combine the results.

Therefore, MAS for multiple traits is performed more systematically in GS, because there is no need to change the marker set used during the breeding phase.

The group of traits considered all share high pairwise genetic correlations, in excess of 0.85 [ 4, 6], and therefore the appropriate correction for multiple traits is unclear.

This approach was designed to test if acquiring one C4 trait increased the probability of subsequently acquiring other traits, thus detecting if the evolution of multiple traits is linked by underlying mechanisms.

While the current DISTMIX version imputes only one set of summary values, given that the most computer intensive part is the estimation of the correlation matrix, we believe that a future version simultaneously imputing Z-score for multiple traits is attainable with minimal effort.

Similar(55)

Genes associated with multiple traits were counted within each relevant category.

Through cycles of inter-mating, multiple traits are recombined resulting in an accumulation of favourable genes in the same process.

Also, in some cases favorable alleles for multiple traits were detected in the same chromosome regions, thus CSSLs with these chromosome segments are potentially useful breeding materials for simultaneously improving multiple traits.

Figure 2 shows the pattern for just one trait, but the limnetic, benthic, and solitary species are even more distinct when multiple traits are examined together (Schluter and McPhail 1992).

Many QTLs for multiple traits were identified, such as traits associated with agronomic characteristics (Huang et al. 2010; Zhao et al. 2011; Yang et al. 2014), and with responses to abiotic stresses (Famoso et al. 2011; Pan et al. 2015; Lv et al. 2016), and to biotic stresses (Jia et al. 2012; Wang et al. 2014; Kang et al. 2016; Wang et al. 2015).

When reigning evolutionary theories were formulated in the 19th and 20th Centuries, non-Mendelian events like these that simultaneously affect multiple traits were unknown or ignored.

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