Delicado, Pedro - In: Journal of Multivariate Analysis 77 (2001) 1, pp. 84-116
Principal curves have been defined as smooth curves passing through the "middle" of a multidimensional data set. They are nonlinear generalizations of the first principal component, a characterization of which is the basis of the definition of principal curves. We establish a new...