Introduction

The main goal of this chapter is to introduce what a functional variable is, and how a functional regression model can be defined for the problems connected with a functional response variable. We give a brief overview of different functional regression models although the focus is on introducing the main idea of the Gaussian process regression model. Several examples of functional data with their associated statistical problems are also provided in this chapter.