TY - JOUR AU - Aguilera Del Pino, Ana María AU - Aguilera Morillo, María del Carmen AU - Preda, C PY - 2016 UR - http://hdl.handle.net/10481/72907 AB - Least squares estimation of the functional linear regression model with scalar response is an ill-posed problem due to the infinite dimension of the functional predictor. Dimension reduction approaches as principal component regression or partial... LA - eng PB - Elsevier KW - PLS KW - Functional data KW - Penalized splines KW - Basis representation TI - Penalized versions of functional PLS regression DO - https://doi.org/10.1016/j.chemolab.2016.03.013 ER -