RT Generic T1 On robust partial least square (pls) methods A1 Torrubias, J.A.G. A1 Romera, Rosario A2 Universidad Carlos III de Madrid. Departamento de Estadística, AB PLS regression methods have been used in applied fields for two decades. Techniques based on iteratively reweighted regression have appeared in the specialized Iiterature with the contaminated data case. We propose a new robust PLS technique based on the Stahel-Donoho estimator. Computational results showing the better robustness and efficiency of the new method are included. YR 1997 FD 1997-09 LK https://hdl.handle.net/10016/6215 UL https://hdl.handle.net/10016/6215 LA eng DS e-Archivo RD 2 may. 2024