Unexpected properties of bandwidth choice when smoothing discrete data for constructing a functional data classifier

Raymond J. Carroll, Aurore Delaigle, Peter Hall

The data functions that are studied in the course of functional data analysis are assembled from discrete data, and the level of smoothing that is used is generally that which is a…