Hilbert space model for functional data

Abstract

In this Chapter we introduce some fundamental concepts of the theory of operators in a Hilbert space, and then focus of the properties of random samples in the space L ² of square integrable functions. The space L ² is sufficient to handle most procedures considered in this book. We also present a few technical results that fit into the framework considered in this chapter, and are used in subsequent chapters.