Quadratic forms of the empirical processes for the two-sample problem for functional data

Abstract

The use of quadratic forms of the empirical process for the two-sample problem in the context of functional data is considered. The convergence of the family of statistics proposed to a Gaussian limit is established under metric entropy conditions for smooth functional data. The applicability of the proposed methodology is evaluated in examples.