In linear regression with functional predictors and scalar responses, it may be advantageous, particularly if the function is thought to contain features at many scales, to restrict the coefficient ...

This is a preview. Log in through your library . Abstract We propose a self-tuning $\sqrt {Lasso} $ Lasso method that simultaneously resolves three important practical problems in high-dimensional ...