He, Guozhong; Müller, Hans-Georg; Wang, Jane-Ling - In: Journal of Multivariate Analysis 85 (2003) 1, pp. 54-77
We study the extension of canonical correlation from pairs of random vectors to the case where a data sample consists of pairs of square integrable stochastic processes. Basic questions concerning the definition and existence of functional canonical correlation are addressed and sufficient...