Regularized Partial Least Squares with an Application to NMR Spectroscopy

Genevera I. Allen, Christine Peterson, Marina Vannucci +1

High-dimensional data common in genomics, proteomics, and chemometrics often contains complicated correlation structures. Recently, partial least squares (PLS) and Sparse PLS metho…