Monotone Splines Lasso

Linn Cecilie Bergersen, Kukatharmini Tharmaratnam, Ingrid K. Glad

We consider the problems of variable selection and estimation in nonparametric additive regression models for high-dimensional data. In recent years, several methods have been prop…