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 ...

Variance estimation in the linear model when p > n is a difficult problem. Standard least squares estimation techniques do not apply. Several variance estimators have been proposed in the literature, ...