Giacomini, Enzo (contributor); Härdle, Wolfgang (contributor) - 2008
Dimension reduction techniques for functional data analysis model and approximate smooth random functions by lower … dimensional objects. In many applications the focus of interest lies not only in dimension reduction but also in the dynamic … behaviour of the lower dimensional objects. The most prominent dimension reduction technique - functional principal components …