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The objective of this study was to implement a multivariate method which analyzes multi-block metabolomics data and performs variable selection in order to discover potential biomarkers, simultaneously. We call this method sparse multi-block partial least squares regression (Sparse MBPLSR). To achieve this method, we first defined a nonlinear iterative partial least squares (NIPALS) algorithm for...
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