A Smooth and Locally Sparse Estimator for Functional Linear Regression via Functional SCAD Penalty

Zhenhua Lin, Jiguo Cao, Liangliang Wang +1

In this paper, we propose a new regularization technique called "functional SCAD". We then combine this technique with the smoothing spline method to develop a smooth and locally s…