Boj, EvaGrané, AureaFortiana, JosepClaramunt, M. Merce2006-11-092006-11-092006-05https://hdl.handle.net/10016/245Distance-based regression allows for a neat implementation of the Partial Least Squares recurrence. In this paper we address practical issues arising when dealing with moderately large datasets (n ~ 10^4) such as those typical of automobile insurance premium calculations.153596 bytesapplication/pdfengImplementing PLS for distance-based regression: computational issuesworking paperEstadÃsticaopen accessws063514