Functional Liu Regression for Scalar-on-Functional Models in High-Dimensional Settings

Shaista Ashraf, Stephen Becker, Farrukh Javed +1

This study develops a functional Liu-type shrinkage estimator (fLiu) for scalar-on-function regression in the presence of strong multicollinearity and high-dimensional functional p…