Mingotti, Nicola; Lillo, Rosa E.; Romo, Juan - Departamento de Estadistica, Universidad Carlos III de … - 2013
Functional Regression has been an active subject of research in the last two decades but still lacks a secure variable selection methodology. Lasso is a well known effective technique for parameters shrinkage and variable selection in regression problems. In this work we generalize the Lasso...