Adaptive Function-on-Scalar Regression with a Smoothing Elastic Net

Ardalan Mirshani, Matthew Reimherr

This paper presents a new methodology, called AFSSEN, to simultaneously select significant predictors and produce smooth estimates in a high-dimensional function-on-scalar linear m…