Poskitt, D. S.; Sengarapillai, Arivalzahan - Department of Econometrics and Business Statistics, … - 2009
In this paper we investigate the use of description length principles to select an appropriate number of basis functions for functional data. We provide a flexible definition of the dimension of a random function that is constructed directly from the Karhunen-Loève expansion of the observed...