Biau, Gérard; Mas, André - In: Statistics & Risk Modeling 29 (2012) 1, pp. 19-46
Abstract Many statistical estimation techniques for high-dimensional or functional data are based on a preliminary dimension reduction step, which consists in projecting the sample X 1 ,..., X n onto the first D eigenvectors of the Principal Component Analysis (PCA) associated with the empirical...