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A new multiple trait strategy based on discriminant analysis was studied for efficient detection of linked QTL in outbred sib families, in comparison with a multivariate likelihood technique.
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Multiple trait strategies were generally more powerful and accurate than the single trait technique.
In the next step, an optimal multiple traits analytical strategy will be pursued to further enhance our GWA studies.
In the present study, we used this strategy in this way in order to characterize the QTL functionally; we also used this strategy in another way using a multiple trait model for QTL analysis in order to refine this QTL region.
Multiple trait models were fit to estimate genetic covariances among traits.
Chromosomal regions affecting multiple traits (multiple trait quantitative trait regions or MQR) in dairy cattle were detected using a method based on results from single trait analyses to detect quantitative trait loci (QTL).
Multiple trait associations ranged from two to five traits per DArT locus.
Multiple trait CIM takes into account the correlated structure of phenotypic traits to map QTL affecting multiple traits (Jiang and Zeng 1995).
A strategy that uses multiple traits to assist the localisation of QTL may be useful to increase robustness and accuracy of across-breed predictions for traits such as P%.
Habitat templet theory predicts that habitat provides the templet on which evolution shapes species' multiple traits and thus their characteristic life-history strategies.
Tree responses to hurricanes partly depend on species attributes related to architecture and resource use strategy; however, few studies have used multiple traits to identify the role of functional trade-offs in tree resistance and resilience.
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