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Figure 1 | BMC Proceedings

Figure 1

From: Associating multiple longitudinal traits with high-dimensional single-nucleotide polymorphism data: application to the Framingham Heart Study

Figure 1

Penalized nonlinear canonical correlation analysis. Association between repeatedly measured phenotypes and a large number of SNPs. The longitudinal measured phenotypes are summarized into two measures, one representing the intercept Yiand one the slope (Ys). Each SNP variable (X) is transformed into one continuous variables (X*). Hereafter penalized canonical correlation analysis is performed, and only SNPs that contribute to the association are selected.

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BMC Proceedings

ISSN: 1753-6561

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