mixOmics analyses highly dimensional data sets: regularized Canonical Correlation Analysis (‘rCCA’) and sparse Partial Least Squares variants (‘sPLS’) to unravel relationships between two heterogeneous data sets of size (n times p) and (n times q) where the p and q variables are measured on the same samples or individuals n.
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BMC Bioinformatics. 2012 Dec 6;13:325. doi: 10.1186/1471-2105-13-325.
A novel approach for biomarker selection and the integration of repeated measures experiments from two assays.
Liquet B1, Lê Cao KA, Hocini H, Thiébaut R.